diff --git a/.gitignore b/.gitignore
index 926dcfe..8530a4b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,6 @@
+invIndex*
+primaryBTree*
+bin
 target
 .classpath
 .settings
@@ -32,3 +35,23 @@
 asterix.ipr
 asterix.iws
 git.properties
+actual
+build
+edu.uci.ics.hyracks.control.nc.NodeControllerService
+exception
+expected
+teststore1
+teststore2
+dev1
+dev2
+dev3
+dev4
+derby.log
+hadoop-conf-tmp
+metastore_db
+teststore
+output
+tmp
+dist
+*.iml
+.idea/
diff --git a/DISCLAIMER b/DISCLAIMER
new file mode 100644
index 0000000..45284ba
--- /dev/null
+++ b/DISCLAIMER
@@ -0,0 +1,10 @@
+Apache AsterixDB is an effort undergoing incubation at the Apache Software 
+Foundation (ASF), sponsored by the Apache Incubator PMC. 
+
+Incubation is required of all newly accepted projects until a further review 
+indicates that the infrastructure, communications, and decision making process 
+have stabilized in a manner consistent with other successful ASF projects. 
+
+While incubation status is not necessarily a reflection of the completeness 
+or stability of the code, it does indicate that the project has yet to be 
+fully endorsed by the ASF.
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..e8ff1e1
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,646 @@
+
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+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+ASTERIXDB COMPONENTS:
+
+AsterixDB includes a number of subcomponents with separate copyright
+notices and license terms. Your use of the source code for these
+subcomponents is subject to the terms and condition of the following
+licenses.
+
+For portions of the Hyracks admin console at
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/
+
+   Copyright (c) 2007-2014 IOLA and Ole Laursen
+
+   Permission is hereby granted, free of charge, to any person
+   obtaining a copy of this software and associated documentation
+   files (the "Software"), to deal in the Software without
+   restriction, including without limitation the rights to use,
+   copy, modify, merge, publish, distribute, sublicense, and/or sell
+   copies of the Software, and to permit persons to whom the
+   Software is furnished to do so, subject to the following
+   conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+   OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+   HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+   WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+   FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+   OTHER DEALINGS IN THE SOFTWARE.
+
+As well as the Hyracks adminconsole resources at:
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jsplumb/
+
+   Copyright (c) 2010 - 2014 jsPlumb, http://jsplumbtoolkit.com/
+
+   Permission is hereby granted, free of charge, to any person obtaining
+   a copy of this software and associated documentation files (the
+   "Software"), to deal in the Software without restriction, including
+   without limitation the rights to use, copy, modify, merge, publish,
+   distribute, sublicense, and/or sell copies of the Software, and to
+   permit persons to whom the Software is furnished to do so, subject to
+   the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+   LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+   OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+   WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+and also the Hyracks adminconsole resources at:
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery
+and
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/jquery-ui
+
+   Copyright jQuery Foundation and other contributors, https://jquery.org/
+
+   This software consists of voluntary contributions made by many
+   individuals. For exact contribution history, see the revision history
+   available at https://github.com/jquery/jquery
+
+   The following license applies to all parts of this software except as
+   documented below:
+
+   ====
+
+   Permission is hereby granted, free of charge, to any person obtaining
+   a copy of this software and associated documentation files (the
+   "Software"), to deal in the Software without restriction, including
+   without limitation the rights to use, copy, modify, merge, publish,
+   distribute, sublicense, and/or sell copies of the Software, and to
+   permit persons to whom the Software is furnished to do so, subject to
+   the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+   LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+   OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+   WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+   ====
+
+   All files located in the node_modules and external directories are
+   externally maintained libraries used by this software which have their
+   own licenses; we recommend you read them, as their terms may differ from
+   the terms above.
+
+and also the Hyracks adminconsole resource at:
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.getParams.js
+
+
+   Copyright (c) 2006 Mathias Bank (http://www.mathias-bank.de)
+   Dual licensed under the MIT (http://www.opensource.org/licenses/mit-license.php)
+   and GPL (http://www.opensource.org/licenses/gpl-license.php) licenses.
+
+   Thanks to Hinnerk Ruemenapf - http://hinnerk.ruemenapf.de/ for bug reporting and fixing.
+
+and also the Hyracks adminconsole resource at:
+hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.timer.js
+
+   jquery.timer.js
+
+   Copyright (c) 2011 Jason Chavannes <jason.chavannes@gmail.com>
+
+   http://jchavannes.com/jquery-timer
+
+   Permission is hereby granted, free of charge, to any person
+   obtaining a copy of this software and associated documentation
+   files (the "Software"), to deal in the Software without
+   restriction, including without limitation the rights to use, copy,
+   modify, merge, publish, distribute, sublicense, and/or sell copies
+   of the Software, and to permit persons to whom the Software is
+   furnished to do so, subject to the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+   BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+   ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+   CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+   SOFTWARE.
+
+also the test data for the Hyracks textserver examples at
+hyracks/hyracks-examples/text-example/textserver/data/file1.txt and
+hyracks/hyracks-examples/text-example/textserver/data/file2.txt
+
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diff --git a/NOTICE b/NOTICE
new file mode 100644
index 0000000..723b9bd
--- /dev/null
+++ b/NOTICE
@@ -0,0 +1,5 @@
+Apache AsterixDB Hyracks and Algebricks
+Copyright 2015 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
diff --git a/algebricks/algebricks-common/pom.xml b/algebricks/algebricks-common/pom.xml
new file mode 100644
index 0000000..bb792e0
--- /dev/null
+++ b/algebricks/algebricks-common/pom.xml
@@ -0,0 +1,52 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-common</artifactId>
+  <name>algebricks-common</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-api</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksAbsolutePartitionConstraint.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksAbsolutePartitionConstraint.java
new file mode 100644
index 0000000..8394057
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksAbsolutePartitionConstraint.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.constraints;
+
+public class AlgebricksAbsolutePartitionConstraint extends AlgebricksPartitionConstraint {
+    private final String[] locations;
+
+    public AlgebricksAbsolutePartitionConstraint(String[] locations) {
+        this.locations = locations;
+    }
+
+    @Override
+    public PartitionConstraintType getPartitionConstraintType() {
+        return PartitionConstraintType.ABSOLUTE;
+    }
+
+    public String[] getLocations() {
+        return locations;
+    }
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksCountPartitionConstraint.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksCountPartitionConstraint.java
new file mode 100644
index 0000000..fbafdee
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksCountPartitionConstraint.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.constraints;
+
+public class AlgebricksCountPartitionConstraint extends AlgebricksPartitionConstraint {
+
+    private final int count;
+
+    public AlgebricksCountPartitionConstraint(int count) {
+        this.count = count;
+    }
+
+    @Override
+    public PartitionConstraintType getPartitionConstraintType() {
+        return PartitionConstraintType.COUNT;
+    }
+
+    public int getCount() {
+        return count;
+    }
+
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraint.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraint.java
new file mode 100644
index 0000000..ada1390
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraint.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.constraints;
+
+public abstract class AlgebricksPartitionConstraint {
+    public enum PartitionConstraintType {
+        ABSOLUTE,
+        COUNT
+    }
+
+    public abstract PartitionConstraintType getPartitionConstraintType();
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraintHelper.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraintHelper.java
new file mode 100644
index 0000000..ee92cbe
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/constraints/AlgebricksPartitionConstraintHelper.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.constraints;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class AlgebricksPartitionConstraintHelper {
+
+    public static void setPartitionConstraintInJobSpec(JobSpecification jobSpec, IOperatorDescriptor opDesc,
+            AlgebricksPartitionConstraint apc) {
+        switch (apc.getPartitionConstraintType()) {
+            case ABSOLUTE: {
+                AlgebricksAbsolutePartitionConstraint absPc = (AlgebricksAbsolutePartitionConstraint) apc;
+                PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, opDesc, absPc.getLocations());
+                break;
+            }
+            case COUNT: {
+                AlgebricksCountPartitionConstraint cntPc = (AlgebricksCountPartitionConstraint) apc;
+                PartitionConstraintHelper.addPartitionCountConstraint(jobSpec, opDesc, cntPc.getCount());
+                break;
+            }
+            default: {
+                throw new IllegalStateException();
+            }
+        }
+    }
+
+    public static int getPartitionCount(AlgebricksPartitionConstraint partitionConstraint) {
+        switch (partitionConstraint.getPartitionConstraintType()) {
+            case COUNT: {
+                AlgebricksCountPartitionConstraint pcc = (AlgebricksCountPartitionConstraint) partitionConstraint;
+                return pcc.getCount();
+            }
+            case ABSOLUTE: {
+                AlgebricksAbsolutePartitionConstraint epc = (AlgebricksAbsolutePartitionConstraint) partitionConstraint;
+                return epc.getLocations().length;
+            }
+            default: {
+                throw new IllegalStateException();
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/AlgebricksException.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/AlgebricksException.java
new file mode 100644
index 0000000..ef4d775
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/AlgebricksException.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.exceptions;
+
+public class AlgebricksException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public AlgebricksException() {
+    }
+
+    public AlgebricksException(String message) {
+        super(message);
+    }
+
+    public AlgebricksException(Throwable cause) {
+        super(cause);
+    }
+
+    public AlgebricksException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/NotImplementedException.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/NotImplementedException.java
new file mode 100644
index 0000000..16bc73e
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/exceptions/NotImplementedException.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.exceptions;
+
+public class NotImplementedException extends RuntimeException {
+    private static final long serialVersionUID = 2L;
+
+    public NotImplementedException() {
+        System.err.println("Not implemented.");
+    }
+
+    public NotImplementedException(String message) {
+        super(message);
+    }
+
+    public NotImplementedException(Throwable cause) {
+        super(cause);
+    }
+
+    public NotImplementedException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/ListSet.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/ListSet.java
new file mode 100644
index 0000000..45cd32a
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/ListSet.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.utils;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Set;
+
+public class ListSet<E> implements Set<E> {
+    private List<E> list = new ArrayList<E>();
+
+    public ListSet() {
+    }
+
+    public ListSet(Collection<? extends E> arg) {
+        this.addAll(arg);
+    }
+
+    @Override
+    public boolean add(E arg0) {
+        if (list.contains(arg0))
+            return false;
+        return list.add(arg0);
+    }
+
+    @Override
+    public boolean addAll(Collection<? extends E> arg0) {
+        for (E item : arg0)
+            if (list.contains(item))
+                return false;
+        return list.addAll(arg0);
+    }
+
+    @Override
+    public void clear() {
+        list.clear();
+    }
+
+    @Override
+    public boolean contains(Object arg0) {
+        return list.contains(arg0);
+    }
+
+    @Override
+    public boolean containsAll(Collection<?> arg0) {
+        return list.containsAll(arg0);
+    }
+
+    @Override
+    public boolean isEmpty() {
+        return list.isEmpty();
+    }
+
+    @Override
+    public Iterator<E> iterator() {
+        return list.iterator();
+    }
+
+    @Override
+    public boolean remove(Object arg0) {
+        return list.remove(arg0);
+    }
+
+    @Override
+    public boolean removeAll(Collection<?> arg0) {
+        return list.removeAll(arg0);
+    }
+
+    @Override
+    public boolean retainAll(Collection<?> arg0) {
+        return list.retainAll(arg0);
+    }
+
+    @Override
+    public int size() {
+        return list.size();
+    }
+
+    @Override
+    public Object[] toArray() {
+        return list.toArray();
+    }
+
+    @Override
+    public <T> T[] toArray(T[] arg0) {
+        return list.toArray(arg0);
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public boolean equals(Object arg) {
+        if (!(arg instanceof Set))
+            return false;
+        Set<E> set = (Set<E>) arg;
+        for (E item : set) {
+            if (!this.contains(item))
+                return false;
+        }
+        for (E item : this) {
+            if (!set.contains(item))
+                return false;
+        }
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return list.toString();
+    }
+
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Pair.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Pair.java
new file mode 100644
index 0000000..77e6f4c
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Pair.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.utils;
+
+import java.io.Serializable;
+
+public class Pair<T1, T2> implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    public T1 first;
+    public T2 second;
+
+    public Pair(T1 first, T2 second) {
+        this.first = first;
+        this.second = second;
+    }
+
+    @Override
+    public String toString() {
+        return first + "," + second;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof Pair<?, ?>)) {
+            return false;
+        } else {
+            Pair<?, ?> p = (Pair<?, ?>) obj;
+            return this.first.equals(p.first) && this.second.equals(p.second);
+        }
+    }
+
+    @Override
+    public int hashCode() {
+        return first.hashCode() * 31 + second.hashCode();
+    }
+
+}
diff --git a/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Triple.java b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Triple.java
new file mode 100644
index 0000000..d5b188f
--- /dev/null
+++ b/algebricks/algebricks-common/src/main/java/org/apache/hyracks/algebricks/common/utils/Triple.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.common.utils;
+
+public class Triple<T1, T2, T3> {
+    public T1 first;
+    public T2 second;
+    public T3 third;
+
+    public Triple(T1 first, T2 second, T3 third) {
+        this.first = first;
+        this.second = second;
+        this.third = third;
+    }
+
+    @Override
+    public String toString() {
+        return first + "," + second + ", " + third;
+    }
+
+    @Override
+    public int hashCode() {
+        return first.hashCode() * 31 + second.hashCode() * 15 + third.hashCode();
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof Triple<?, ?, ?>))
+            return false;
+        Triple<?, ?, ?> triple = (Triple<?, ?, ?>) o;
+        return first.equals(triple.first) && second.equals(triple.second) && third.equals(triple.third);
+    }
+
+}
diff --git a/algebricks/algebricks-compiler/pom.xml b/algebricks/algebricks-compiler/pom.xml
new file mode 100644
index 0000000..849ae7a
--- /dev/null
+++ b/algebricks/algebricks-compiler/pom.xml
@@ -0,0 +1,56 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-compiler</artifactId>
+  <name>algebricks-compiler</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-rewriter</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-core</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java
new file mode 100644
index 0000000..d5fe6ed
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/AbstractCompilerFactoryBuilder.java
@@ -0,0 +1,234 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.api;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
+import org.apache.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFamilyProvider;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.algebricks.data.IPrinterFactoryProvider;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
+
+public abstract class AbstractCompilerFactoryBuilder {
+
+    protected List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> logicalRewrites;
+    protected List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> physicalRewrites;
+    protected ITypeTraitProvider typeTraitProvider;
+    protected ISerializerDeserializerProvider serializerDeserializerProvider;
+    protected IBinaryHashFunctionFactoryProvider hashFunctionFactoryProvider;
+    protected IBinaryHashFunctionFamilyProvider hashFunctionFamilyProvider;
+    protected IBinaryComparatorFactoryProvider comparatorFactoryProvider;
+    protected IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory;
+    protected IBinaryIntegerInspectorFactory binaryIntegerInspectorFactory;
+    protected IPrinterFactoryProvider printerProvider;
+    protected IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider;
+    protected IExpressionRuntimeProvider expressionRuntimeProvider;
+    protected IExpressionTypeComputer expressionTypeComputer;
+    protected INullableTypeComputer nullableTypeComputer;
+    protected IExpressionEvalSizeComputer expressionEvalSizeComputer;
+    protected INullWriterFactory nullWriterFactory;
+    protected INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider;
+    protected IPartialAggregationTypeComputer partialAggregationTypeComputer;
+    protected IMergeAggregationExpressionFactory mergeAggregationExpressionFactory;
+    protected PhysicalOptimizationConfig physicalOptimizationConfig = new PhysicalOptimizationConfig();
+    protected AlgebricksPartitionConstraint clusterLocations;
+
+    public abstract ICompilerFactory create();
+
+    public void setLogicalRewrites(List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> logicalRewrites) {
+        this.logicalRewrites = logicalRewrites;
+    }
+
+    public void setPhysicalRewrites(List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> physicalRewrites) {
+        this.physicalRewrites = physicalRewrites;
+    }
+
+    public void setTypeTraitProvider(ITypeTraitProvider typeTraitProvider) {
+        this.typeTraitProvider = typeTraitProvider;
+    }
+
+    public ITypeTraitProvider getTypeTraitProvider() {
+        return typeTraitProvider;
+    }
+
+    public void setSerializerDeserializerProvider(ISerializerDeserializerProvider serializerDeserializerProvider) {
+        this.serializerDeserializerProvider = serializerDeserializerProvider;
+    }
+
+    public ISerializerDeserializerProvider getSerializerDeserializerProvider() {
+        return serializerDeserializerProvider;
+    }
+
+    public void setHashFunctionFactoryProvider(IBinaryHashFunctionFactoryProvider hashFunctionFactoryProvider) {
+        this.hashFunctionFactoryProvider = hashFunctionFactoryProvider;
+    }
+
+    public IBinaryHashFunctionFactoryProvider getHashFunctionFactoryProvider() {
+        return hashFunctionFactoryProvider;
+    }
+
+    public void setHashFunctionFamilyProvider(IBinaryHashFunctionFamilyProvider hashFunctionFamilyProvider) {
+        this.hashFunctionFamilyProvider = hashFunctionFamilyProvider;
+    }
+
+    public IBinaryHashFunctionFamilyProvider getHashFunctionFamilyProvider() {
+        return hashFunctionFamilyProvider;
+    }
+
+    public void setComparatorFactoryProvider(IBinaryComparatorFactoryProvider comparatorFactoryProvider) {
+        this.comparatorFactoryProvider = comparatorFactoryProvider;
+    }
+
+    public IBinaryComparatorFactoryProvider getComparatorFactoryProvider() {
+        return comparatorFactoryProvider;
+    }
+
+    public void setPredicateEvaluatorFactoryProvider(IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider) {
+        this.predEvaluatorFactoryProvider = predEvaluatorFactoryProvider;
+    }
+
+    public IPredicateEvaluatorFactoryProvider getPredicateEvaluatorFactory() {
+        return predEvaluatorFactoryProvider;
+    }
+
+    public void setBinaryBooleanInspectorFactory(IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory) {
+        this.binaryBooleanInspectorFactory = binaryBooleanInspectorFactory;
+    }
+
+    public IBinaryBooleanInspectorFactory getBinaryBooleanInspectorFactory() {
+        return binaryBooleanInspectorFactory;
+    }
+
+    public void setBinaryIntegerInspectorFactory(IBinaryIntegerInspectorFactory binaryIntegerInspectorFactory) {
+        this.binaryIntegerInspectorFactory = binaryIntegerInspectorFactory;
+    }
+
+    public IBinaryIntegerInspectorFactory getBinaryIntegerInspectorFactory() {
+        return binaryIntegerInspectorFactory;
+    }
+
+    public void setPrinterProvider(IPrinterFactoryProvider printerProvider) {
+        this.printerProvider = printerProvider;
+    }
+
+    public IPrinterFactoryProvider getPrinterProvider() {
+        return printerProvider;
+    }
+
+    public void setExpressionRuntimeProvider(IExpressionRuntimeProvider expressionRuntimeProvider) {
+        this.expressionRuntimeProvider = expressionRuntimeProvider;
+    }
+
+    public IExpressionRuntimeProvider getExpressionRuntimeProvider() {
+        return expressionRuntimeProvider;
+    }
+
+    public void setExpressionTypeComputer(IExpressionTypeComputer expressionTypeComputer) {
+        this.expressionTypeComputer = expressionTypeComputer;
+    }
+
+    public IExpressionTypeComputer getExpressionTypeComputer() {
+        return expressionTypeComputer;
+    }
+
+    public void setClusterLocations(AlgebricksPartitionConstraint clusterLocations) {
+        this.clusterLocations = clusterLocations;
+    }
+
+    public AlgebricksPartitionConstraint getClusterLocations() {
+        return clusterLocations;
+    }
+
+    public void setNullWriterFactory(INullWriterFactory nullWriterFactory) {
+        this.nullWriterFactory = nullWriterFactory;
+    }
+
+    public INullWriterFactory getNullWriterFactory() {
+        return nullWriterFactory;
+    }
+
+    public void setExpressionEvalSizeComputer(IExpressionEvalSizeComputer expressionEvalSizeComputer) {
+        this.expressionEvalSizeComputer = expressionEvalSizeComputer;
+    }
+
+    public IExpressionEvalSizeComputer getExpressionEvalSizeComputer() {
+        return expressionEvalSizeComputer;
+    }
+
+    public void setNormalizedKeyComputerFactoryProvider(
+            INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider) {
+        this.normalizedKeyComputerFactoryProvider = normalizedKeyComputerFactoryProvider;
+    }
+
+    public INormalizedKeyComputerFactoryProvider getNormalizedKeyComputerFactoryProvider() {
+        return normalizedKeyComputerFactoryProvider;
+    }
+
+    public IPartialAggregationTypeComputer getPartialAggregationTypeComputer() {
+        return partialAggregationTypeComputer;
+    }
+
+    public void setPartialAggregationTypeComputer(IPartialAggregationTypeComputer partialAggregationTypeComputer) {
+        this.partialAggregationTypeComputer = partialAggregationTypeComputer;
+    }
+
+    public IMergeAggregationExpressionFactory getIMergeAggregationExpressionFactory() {
+        return mergeAggregationExpressionFactory;
+    }
+
+    public void setIMergeAggregationExpressionFactory(
+            IMergeAggregationExpressionFactory mergeAggregationExpressionFactory) {
+        this.mergeAggregationExpressionFactory = mergeAggregationExpressionFactory;
+    }
+
+    public PhysicalOptimizationConfig getPhysicalOptimizationConfig() {
+        return physicalOptimizationConfig;
+    }
+
+    public void setPhysicalOptimizationConfig(PhysicalOptimizationConfig physicalOptimizationConfig) {
+        this.physicalOptimizationConfig = physicalOptimizationConfig;
+    }
+
+    public void setNullableTypeComputer(INullableTypeComputer nullableTypeComputer) {
+        this.nullableTypeComputer = nullableTypeComputer;
+    }
+
+    public INullableTypeComputer getNullableTypeComputer() {
+        return nullableTypeComputer;
+    }
+
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
new file mode 100644
index 0000000..1d3a55c
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/HeuristicCompilerFactoryBuilder.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.api;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.PlanCompiler;
+import org.apache.hyracks.algebricks.core.rewriter.base.AlgebricksOptimizationContext;
+import org.apache.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
+import org.apache.hyracks.algebricks.core.rewriter.base.IOptimizationContextFactory;
+import org.apache.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import org.apache.hyracks.api.job.IJobletEventListenerFactory;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class HeuristicCompilerFactoryBuilder extends AbstractCompilerFactoryBuilder {
+
+    public static class DefaultOptimizationContextFactory implements IOptimizationContextFactory {
+
+        public static final DefaultOptimizationContextFactory INSTANCE = new DefaultOptimizationContextFactory();
+
+        private DefaultOptimizationContextFactory() {
+        }
+
+        @Override
+        public IOptimizationContext createOptimizationContext(int varCounter,
+                IExpressionEvalSizeComputer expressionEvalSizeComputer,
+                IMergeAggregationExpressionFactory mergeAggregationExpressionFactory,
+                IExpressionTypeComputer expressionTypeComputer, INullableTypeComputer nullableTypeComputer,
+                PhysicalOptimizationConfig physicalOptimizationConfig, AlgebricksPartitionConstraint clusterLocations) {
+            LogicalOperatorPrettyPrintVisitor prettyPrintVisitor = new LogicalOperatorPrettyPrintVisitor();
+            return new AlgebricksOptimizationContext(varCounter, expressionEvalSizeComputer,
+                    mergeAggregationExpressionFactory, expressionTypeComputer, nullableTypeComputer,
+                    physicalOptimizationConfig, clusterLocations, prettyPrintVisitor);
+        }
+    }
+
+    private IOptimizationContextFactory optCtxFactory;
+
+    public HeuristicCompilerFactoryBuilder() {
+        this.optCtxFactory = DefaultOptimizationContextFactory.INSTANCE;
+    }
+
+    public HeuristicCompilerFactoryBuilder(IOptimizationContextFactory optCtxFactory) {
+        this.optCtxFactory = optCtxFactory;
+    }
+
+    @Override
+    public ICompilerFactory create() {
+        return new ICompilerFactory() {
+            @Override
+            public ICompiler createCompiler(final ILogicalPlan plan, final IMetadataProvider<?, ?> metadata,
+                    int varCounter) {
+                final IOptimizationContext oc = optCtxFactory.createOptimizationContext(varCounter,
+                        expressionEvalSizeComputer, mergeAggregationExpressionFactory, expressionTypeComputer,
+                        nullableTypeComputer, physicalOptimizationConfig, clusterLocations);
+                oc.setMetadataDeclarations(metadata);
+                final HeuristicOptimizer opt = new HeuristicOptimizer(plan, logicalRewrites, physicalRewrites, oc);
+                return new ICompiler() {
+
+                    @Override
+                    public void optimize() throws AlgebricksException {
+                        opt.optimize();
+                    }
+
+                    @Override
+                    public JobSpecification createJob(Object appContext,
+                            IJobletEventListenerFactory jobEventListenerFactory) throws AlgebricksException {
+                        AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Starting Job Generation.\n");
+                        JobGenContext context = new JobGenContext(null, metadata, appContext,
+                                serializerDeserializerProvider, hashFunctionFactoryProvider, hashFunctionFamilyProvider,
+                                comparatorFactoryProvider, typeTraitProvider, binaryBooleanInspectorFactory,
+                                binaryIntegerInspectorFactory, printerProvider, nullWriterFactory,
+                                normalizedKeyComputerFactoryProvider, expressionRuntimeProvider, expressionTypeComputer,
+                                nullableTypeComputer, oc, expressionEvalSizeComputer, partialAggregationTypeComputer,
+                                predEvaluatorFactoryProvider, physicalOptimizationConfig.getFrameSize(),
+                                clusterLocations);
+
+                        PlanCompiler pc = new PlanCompiler(context);
+                        return pc.compilePlan(plan, null, jobEventListenerFactory);
+                    }
+                };
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompiler.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompiler.java
new file mode 100644
index 0000000..7dac3eb
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompiler.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.api;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.job.IJobletEventListenerFactory;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public interface ICompiler {
+    public void optimize() throws AlgebricksException;
+
+    public JobSpecification createJob(Object appContext, IJobletEventListenerFactory jobEventListenerFactory)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompilerFactory.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompilerFactory.java
new file mode 100644
index 0000000..7c138ea
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/api/ICompilerFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.api;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public interface ICompilerFactory {
+    ICompiler createCompiler(ILogicalPlan plan, IMetadataProvider<?, ?> metadata, int varCounter);
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/PrioritizedRuleController.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/PrioritizedRuleController.java
new file mode 100644
index 0000000..5a1b461
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/PrioritizedRuleController.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.rewriter.rulecontrollers;
+
+import java.util.Collection;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ *
+ * Runs each rule until it produces no changes. Then the whole collection of
+ * rules is run again until no change is made.
+ *
+ *
+ * @author Nicola
+ *
+ */
+
+public class PrioritizedRuleController extends AbstractRuleController {
+
+    public PrioritizedRuleController() {
+        super();
+    }
+
+    @Override
+    public boolean rewriteWithRuleCollection(Mutable<ILogicalOperator> root, Collection<IAlgebraicRewriteRule> rules)
+            throws AlgebricksException {
+        boolean anyRuleFired = false;
+        boolean anyChange = false;
+        do {
+            anyChange = false;
+            for (IAlgebraicRewriteRule r : rules) {
+                while (true) {
+                    boolean ruleFired = rewriteOperatorRef(root, r);
+                    if (ruleFired) {
+                        anyChange = true;
+                        anyRuleFired = true;
+                    } else {
+                        break; // go to next rule
+                    }
+                }
+            }
+        } while (anyChange);
+        return anyRuleFired;
+    }
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialFixpointRuleController.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialFixpointRuleController.java
new file mode 100644
index 0000000..61b75c9
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialFixpointRuleController.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.rewriter.rulecontrollers;
+
+import java.util.Collection;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Runs rules sequentially (round-robin), until one iteration over all rules
+ * produces no change.
+ *
+ * @author Nicola
+ */
+public class SequentialFixpointRuleController extends AbstractRuleController {
+
+    private boolean fullDfs;
+
+    public SequentialFixpointRuleController(boolean fullDfs) {
+        super();
+        this.fullDfs = fullDfs;
+    }
+
+    @Override
+    public boolean rewriteWithRuleCollection(Mutable<ILogicalOperator> root,
+            Collection<IAlgebraicRewriteRule> ruleCollection) throws AlgebricksException {
+        boolean anyRuleFired = false;
+        boolean anyChange = false;
+        do {
+            anyChange = false;
+            for (IAlgebraicRewriteRule rule : ruleCollection) {
+                boolean ruleFired = rewriteOperatorRef(root, rule, true, fullDfs);
+                if (ruleFired) {
+                    anyChange = true;
+                    anyRuleFired = true;
+                }
+            }
+        } while (anyChange);
+        return anyRuleFired;
+    }
+}
diff --git a/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialOnceRuleController.java b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialOnceRuleController.java
new file mode 100644
index 0000000..8a46a5b
--- /dev/null
+++ b/algebricks/algebricks-compiler/src/main/java/org/apache/hyracks/algebricks/compiler/rewriter/rulecontrollers/SequentialOnceRuleController.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.compiler.rewriter.rulecontrollers;
+
+import java.util.Collection;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class SequentialOnceRuleController extends AbstractRuleController {
+
+    private final boolean enterNestedPlans;
+
+    public SequentialOnceRuleController(boolean enterNestedPlans) {
+        super();
+        this.enterNestedPlans = enterNestedPlans;
+    }
+
+    @Override
+    public boolean rewriteWithRuleCollection(Mutable<ILogicalOperator> root, Collection<IAlgebraicRewriteRule> rules)
+            throws AlgebricksException {
+        boolean fired = false;
+        for (IAlgebraicRewriteRule rule : rules) {
+            if (rewriteOperatorRef(root, rule, enterNestedPlans, true)) {
+                fired = true;
+            }
+        }
+        return fired;
+    }
+}
diff --git a/algebricks/algebricks-core/pom.xml b/algebricks/algebricks-core/pom.xml
new file mode 100644
index 0000000..c56f6c3
--- /dev/null
+++ b/algebricks/algebricks-core/pom.xml
@@ -0,0 +1,71 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-core</artifactId>
+  <name>algebricks-core</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-storage-am-btree</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-storage-am-rtree</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-dataflow-std</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-runtime</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-common</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/Counter.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/Counter.java
new file mode 100644
index 0000000..7f2d3c8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/Counter.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public class Counter {
+    private int counter = 0;
+
+    public Counter() {
+    }
+
+    public Counter(int initial) {
+        counter = initial;
+    }
+
+    public int get() {
+        return counter;
+    }
+
+    public void inc() {
+        ++counter;
+    }
+
+    public void set(int newStart) {
+        counter = newStart;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/EquivalenceClass.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/EquivalenceClass.java
new file mode 100644
index 0000000..c8e3d38
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/EquivalenceClass.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.Collection;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+
+public final class EquivalenceClass {
+    private Set<ILogicalExpression> expressionMembers = new ListSet<ILogicalExpression>();
+    private Set<LogicalVariable> members = new ListSet<LogicalVariable>();
+    private ILogicalExpression constRepresentative;
+    private LogicalVariable variableRepresentative;
+    private boolean representativeIsConst;
+
+    public EquivalenceClass(Collection<LogicalVariable> members, ILogicalExpression constRepresentative) {
+        this.members.addAll(members);
+        this.constRepresentative = constRepresentative;
+        representativeIsConst = true;
+    }
+
+    public EquivalenceClass(Collection<LogicalVariable> members, LogicalVariable variableRepresentative) {
+        this.members.addAll(members);
+        this.variableRepresentative = variableRepresentative;
+        representativeIsConst = false;
+    }
+
+    public EquivalenceClass(Collection<LogicalVariable> members, ILogicalExpression constRepresentative,
+            Collection<ILogicalExpression> expressionMembers) {
+        this(members, constRepresentative);
+        this.expressionMembers.addAll(expressionMembers);
+    }
+
+    public EquivalenceClass(Collection<LogicalVariable> members, LogicalVariable variableRepresentative,
+            Collection<ILogicalExpression> expressionMembers) {
+        this(members, variableRepresentative);
+        this.expressionMembers.addAll(expressionMembers);
+    }
+
+    public boolean representativeIsConst() {
+        return representativeIsConst;
+    }
+
+    public Collection<LogicalVariable> getMembers() {
+        return members;
+    }
+
+    public Collection<ILogicalExpression> getExpressionMembers() {
+        return expressionMembers;
+    }
+
+    public boolean contains(LogicalVariable var) {
+        return members.contains(var);
+    }
+
+    public boolean contains(ILogicalExpression expr) {
+        return expressionMembers.contains(expr);
+    }
+
+    public ILogicalExpression getConstRepresentative() {
+        return constRepresentative;
+    }
+
+    public LogicalVariable getVariableRepresentative() {
+        return variableRepresentative;
+    }
+
+    public void setConstRepresentative(ILogicalExpression constRepresentative) {
+        this.constRepresentative = constRepresentative;
+        this.representativeIsConst = true;
+    }
+
+    public void setVariableRepresentative(LogicalVariable variableRepresentative) {
+        this.variableRepresentative = variableRepresentative;
+        this.representativeIsConst = false;
+    }
+
+    public void merge(EquivalenceClass ec2) {
+        members.addAll(ec2.getMembers());
+        if (!representativeIsConst && ec2.representativeIsConst()) {
+            representativeIsConst = true;
+            constRepresentative = ec2.getConstRepresentative();
+        }
+        expressionMembers.addAll(ec2.getExpressionMembers());
+    }
+
+    public void addMember(LogicalVariable v) {
+        members.add(v);
+    }
+
+    public EquivalenceClass cloneEquivalenceClass() {
+        List<LogicalVariable> membersClone = new LinkedList<LogicalVariable>();
+        membersClone.addAll(members);
+        EquivalenceClass ec;
+        if (representativeIsConst()) {
+            ec = new EquivalenceClass(membersClone, constRepresentative);
+        } else {
+            ec = new EquivalenceClass(membersClone, variableRepresentative);
+        }
+        return ec;
+    }
+
+    @Override
+    public String toString() {
+        return "(<" + (representativeIsConst ? constRepresentative : variableRepresentative) + "> " + members + ";"
+                + expressionMembers + ")";
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof EquivalenceClass)) {
+            return false;
+        } else {
+            EquivalenceClass ec = (EquivalenceClass) obj;
+            if (!members.equals(ec.getMembers())) {
+                return false;
+            }
+            if (!expressionMembers.equals(ec.getExpressionMembers())) {
+                return false;
+            }
+            if (representativeIsConst) {
+                return ec.representativeIsConst() && (constRepresentative.equals(ec.getConstRepresentative()));
+            } else {
+                return !ec.representativeIsConst() && (variableRepresentative.equals(ec.getVariableRepresentative()));
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IHyracksJobBuilder.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IHyracksJobBuilder.java
new file mode 100644
index 0000000..1012fef
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IHyracksJobBuilder.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public interface IHyracksJobBuilder {
+    public enum TargetConstraint {
+        ONE,
+        SAME_COUNT
+    }
+
+    public void contributeHyracksOperator(ILogicalOperator op, IOperatorDescriptor opDesc);
+
+    public void contributeAlgebricksPartitionConstraint(IOperatorDescriptor opDesc, AlgebricksPartitionConstraint apc);
+
+    public void contributeMicroOperator(ILogicalOperator op, IPushRuntimeFactory runtime, RecordDescriptor recDesc);
+
+    public void contributeMicroOperator(ILogicalOperator op, IPushRuntimeFactory runtime, RecordDescriptor recDesc,
+            AlgebricksPartitionConstraint pc);
+
+    /**
+     * inputs are numbered starting from 0
+     */
+    public void contributeGraphEdge(ILogicalOperator src, int srcOutputIndex, ILogicalOperator dest, int destInputIndex);
+
+    public void contributeConnector(ILogicalOperator exchgOp, IConnectorDescriptor conn);
+
+    public void contributeConnectorWithTargetConstraint(ILogicalOperator exchgOp, IConnectorDescriptor conn,
+            TargetConstraint numberOfTargetPartitions);
+
+    public JobSpecification getJobSpec();
+
+    /**
+     * to be called only after all the graph information is added
+     */
+    public void buildSpec(List<ILogicalOperator> roots) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalExpression.java
new file mode 100644
index 0000000..7e10203
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalExpression.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public interface ILogicalExpression {
+
+    public LogicalExpressionTag getExpressionTag();
+
+    public abstract <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException;
+
+    public void getUsedVariables(Collection<LogicalVariable> vars);
+
+    public void substituteVar(LogicalVariable v1, LogicalVariable v2);
+
+    // constraints (e.g., FDs, equivalences)
+
+    /**
+     * @param fds
+     *            Output argument: functional dependencies that can be inferred
+     *            from this expression.
+     * @param equivClasses
+     *            Output argument: Equivalence classes that can be inferred from
+     *            this expression.
+     */
+    public void getConstraintsAndEquivClasses(Collection<FunctionalDependency> fds,
+            Map<LogicalVariable, EquivalenceClass> equivClasses);
+
+    /**
+     * @param fds
+     *            Output argument: functional dependencies that can be inferred
+     *            from this expression.
+     * @param outerVars
+     *            Input argument: variables coming from outer branch(es), e.g.,
+     *            the left branch of a left outer join.
+     */
+    public void getConstraintsForOuterJoin(Collection<FunctionalDependency> fds, Collection<LogicalVariable> outerVars);
+
+    /**
+     * @param conjs
+     *            Output argument: a list of expression whose conjunction, in
+     *            any order, can replace the current expression.
+     * @return true if the expression can be broken in at least two conjuncts,
+     *         false otherwise.
+     */
+    public boolean splitIntoConjuncts(List<Mutable<ILogicalExpression>> conjs);
+
+    public abstract ILogicalExpression cloneExpression();
+
+    public boolean isFunctional();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalOperator.java
new file mode 100644
index 0000000..707a7db
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalOperator.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+
+public interface ILogicalOperator {
+
+    public LogicalOperatorTag getOperatorTag();
+
+    public ExecutionMode getExecutionMode();
+
+    public List<Mutable<ILogicalOperator>> getInputs();
+
+    boolean hasInputs();
+
+    public void recomputeSchema() throws AlgebricksException;
+
+    public List<LogicalVariable> getSchema();
+
+    /*
+     *
+     * support for visitors
+     */
+
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform) throws AlgebricksException;
+
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException;
+
+    public boolean isMap();
+
+    public Map<String, Object> getAnnotations();
+
+    public void removeAnnotation(String annotationName);
+
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException;
+
+    // variables
+
+    /**
+     * Get the variable propogation policy from this operator's input to its
+     * output.
+     *
+     * @return The VariablePropogationPolicy.
+     */
+    public VariablePropagationPolicy getVariablePropagationPolicy();
+
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException;
+
+    public IVariableTypeEnvironment computeInputTypeEnvironment(ITypingContext ctx) throws AlgebricksException;
+
+    // structural properties
+
+    /**
+     * @return for each child, one vector of required physical properties
+     */
+
+    public PhysicalRequirements getRequiredPhysicalPropertiesForChildren(IPhysicalPropertiesVector requiredProperties,
+            IOptimizationContext context);
+
+    /**
+     * @return the physical properties that this operator delivers, based on
+     *         what its children deliver
+     */
+
+    public IPhysicalPropertiesVector getDeliveredPhysicalProperties();
+
+    public void computeDeliveredPhysicalProperties(IOptimizationContext context) throws AlgebricksException;
+
+    /**
+     * Indicates whether the expressions used by this operator must be variable reference expressions.
+     */
+    public boolean requiresVariableReferenceExpressions();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlan.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlan.java
new file mode 100644
index 0000000..20cb186
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlan.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+public interface ILogicalPlan {
+    public List<Mutable<ILogicalOperator>> getRoots();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlanAndMetadata.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlanAndMetadata.java
new file mode 100644
index 0000000..3ecdb35
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/ILogicalPlanAndMetadata.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public interface ILogicalPlanAndMetadata {
+    public ILogicalPlan getPlan();
+
+    public IMetadataProvider<?, ?> getMetadataProvider();
+
+    public AlgebricksPartitionConstraint getClusterLocations();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IOptimizationContext.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IOptimizationContext.java
new file mode 100644
index 0000000..328697d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IOptimizationContext.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableEvalSizeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILogicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+
+public interface IOptimizationContext extends ITypingContext, IVariableContext {
+
+    @Override
+    public IMetadataProvider<?, ?> getMetadataProvider();
+
+    public void setMetadataDeclarations(IMetadataProvider<?, ?> metadataProvider);
+
+    public boolean checkIfInDontApplySet(IAlgebraicRewriteRule rule, ILogicalOperator op);
+
+    public void addToDontApplySet(IAlgebraicRewriteRule rule, ILogicalOperator op);
+
+    /*
+     * returns true if op1 and op2 have already been compared
+     */
+    public boolean checkAndAddToAlreadyCompared(ILogicalOperator op1, ILogicalOperator op2);
+
+    public void removeFromAlreadyCompared(ILogicalOperator op1);
+
+    public void addNotToBeInlinedVar(LogicalVariable var);
+
+    public boolean shouldNotBeInlined(LogicalVariable var);
+
+    public void addPrimaryKey(FunctionalDependency pk);
+
+    public List<LogicalVariable> findPrimaryKey(LogicalVariable var);
+
+    public void putEquivalenceClassMap(ILogicalOperator op, Map<LogicalVariable, EquivalenceClass> eqClassMap);
+
+    public Map<LogicalVariable, EquivalenceClass> getEquivalenceClassMap(ILogicalOperator op);
+
+    public void putFDList(ILogicalOperator op, List<FunctionalDependency> fdList);
+
+    public List<FunctionalDependency> getFDList(ILogicalOperator op);
+
+    public void clearAllFDAndEquivalenceClasses();
+
+    public void putLogicalPropertiesVector(ILogicalOperator op, ILogicalPropertiesVector v);
+
+    public ILogicalPropertiesVector getLogicalPropertiesVector(ILogicalOperator op);
+
+    public IExpressionEvalSizeComputer getExpressionEvalSizeComputer();
+
+    public IVariableEvalSizeEnvironment getVariableEvalSizeEnvironment();
+
+    public IMergeAggregationExpressionFactory getMergeAggregationExpressionFactory();
+
+    public PhysicalOptimizationConfig getPhysicalOptimizationConfig();
+
+    public void updatePrimaryKeys(Map<LogicalVariable, LogicalVariable> mappedVars);
+
+    public LogicalOperatorPrettyPrintVisitor getPrettyPrintVisitor();
+
+    public INodeDomain getComputationNodeDomain();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IPhysicalOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IPhysicalOperator.java
new file mode 100644
index 0000000..8c0ab2f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IPhysicalOperator.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+
+public interface IPhysicalOperator {
+
+    public PhysicalOperatorTag getOperatorTag();
+
+    /**
+     * @param op
+     *            the logical operator this physical operator annotates
+     * @param reqdByParent
+     *            parent's requirements, which are not enforced for now, as we
+     *            only explore one plan
+     * @param context
+     *            the optimization context
+     * @return for each child, one vector of required physical properties
+     */
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context);
+
+    /**
+     * @return the physical properties that this operator delivers, based on
+     *         what its children deliver
+     */
+    public IPhysicalPropertiesVector getDeliveredProperties();
+
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException;
+
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException;
+
+    public void disableJobGenBelowMe();
+
+    public boolean isJobGenDisabledBelowMe();
+
+    public boolean isMicroOperator();
+
+    public void setHostQueryContext(Object context);
+
+    public Object getHostQueryContext();
+
+    /**
+     * @return labels (0 or 1) for each input and output indicating the dependency between them.
+     *         The edges labeled as 1 must wait for the edges with label 0.
+     */
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op);
+
+    /*
+     * This is needed to have a kind of cost based decision on whether to merge the shared subplans and materialize the result.
+     * If the subgraph whose result we would like to materialize has an operator that is computationally expensive, we assume
+     * it is cheaper to materialize the result of this subgraph and read from the file rather than recomputing it.
+     */
+    public boolean expensiveThanMaterialization();
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IVariableContext.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IVariableContext.java
new file mode 100644
index 0000000..e308a8d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/IVariableContext.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public interface IVariableContext {
+
+    public int getVarCounter();
+
+    public void setVarCounter(int varCounter);
+
+    public LogicalVariable newVar();
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalExpressionTag.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalExpressionTag.java
new file mode 100644
index 0000000..58f4c60
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalExpressionTag.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public enum LogicalExpressionTag {
+    FUNCTION_CALL, VARIABLE, CONSTANT
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java
new file mode 100644
index 0000000..cad24e1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalOperatorTag.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public enum LogicalOperatorTag {
+    AGGREGATE,
+    ASSIGN,
+    DATASOURCESCAN,
+    DISTINCT,
+    DISTRIBUTE_RESULT,
+    EMPTYTUPLESOURCE,
+    EXCHANGE,
+    EXTENSION_OPERATOR,
+    EXTERNAL_LOOKUP,
+    GROUP,
+    INDEX_INSERT_DELETE_UPSERT,
+    INNERJOIN,
+    INSERT_DELETE_UPSERT,
+    LEFTOUTERJOIN,
+    LEFT_OUTER_UNNEST_MAP,
+    LIMIT,
+    MATERIALIZE,
+    NESTEDTUPLESOURCE,
+    ORDER,
+    PARTITIONINGSPLIT,
+    PROJECT,
+    REPLICATE,
+    RUNNINGAGGREGATE,
+    SCRIPT,
+    SELECT,
+    SINK,
+    SUBPLAN,
+    TOKENIZE,
+    UNIONALL,
+    UNNEST,
+    OUTER_UNNEST,
+    UNNEST_MAP,
+    UPDATE,
+    WRITE,
+    WRITE_RESULT,
+    INTERSECT,
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalVariable.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalVariable.java
new file mode 100644
index 0000000..fc30ce2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/LogicalVariable.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+/**
+ * Represents a logical variable in an asterix logical plan.
+ *
+ * @author Vinayak R. Borkar [vborkar@ics.uci.edu]
+ */
+public final class LogicalVariable {
+    private final int id;
+
+    public LogicalVariable(int id) {
+        this.id = id;
+    }
+
+    public int getId() {
+        return id;
+    }
+
+    @Override
+    public String toString() {
+        return "$$" + id;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof LogicalVariable)) {
+            return false;
+        } else {
+            return id == ((LogicalVariable) obj).getId();
+        }
+    }
+
+    @Override
+    public int hashCode() {
+        return id;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/OperatorAnnotations.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/OperatorAnnotations.java
new file mode 100644
index 0000000..fc702ce
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/OperatorAnnotations.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public interface OperatorAnnotations {
+    // hints
+    public static final String USE_HASH_GROUP_BY = "USE_HASH_GROUP_BY"; // -->
+    public static final String USE_EXTERNAL_GROUP_BY = "USE_EXTERNAL_GROUP_BY"; // -->
+    public static final String USE_RANGE_CONNECTOR = "USE_RANGE_CONNECTOR"; // -->
+    // Boolean
+    public static final String CARDINALITY = "CARDINALITY"; // -->
+    // Integer
+    public static final String MAX_NUMBER_FRAMES = "MAX_NUMBER_FRAMES"; // -->
+    // Integer
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
new file mode 100644
index 0000000..82d0b0e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/base/PhysicalOperatorTag.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.base;
+
+public enum PhysicalOperatorTag {
+    AGGREGATE,
+    ASSIGN,
+    BROADCAST_EXCHANGE,
+    BTREE_SEARCH,
+    BULKLOAD,
+    DATASOURCE_SCAN,
+    DISTRIBUTE_RESULT,
+    EMPTY_TUPLE_SOURCE,
+    EXTENSION_OPERATOR,
+    EXTERNAL_GROUP_BY,
+    EXTERNAL_LOOKUP,
+    HASH_GROUP_BY,
+    HASH_PARTITION_EXCHANGE,
+    HASH_PARTITION_MERGE_EXCHANGE,
+    HDFS_READER,
+    HYBRID_HASH_JOIN,
+    IN_MEMORY_HASH_JOIN,
+    IN_MEMORY_STABLE_SORT,
+    INDEX_BULKLOAD,
+    INDEX_INSERT_DELETE,
+    INSERT_DELETE,
+    LENGTH_PARTITIONED_INVERTED_INDEX_SEARCH,
+    MATERIALIZE,
+    MICRO_PRE_CLUSTERED_GROUP_BY,
+    NESTED_LOOP,
+    NESTED_TUPLE_SOURCE,
+    ONE_TO_ONE_EXCHANGE,
+    PARTITIONINGSPLIT,
+    PRE_CLUSTERED_GROUP_BY,
+    PRE_SORTED_DISTINCT_BY,
+    RANDOM_PARTITION_EXCHANGE,
+    RANDOM_MERGE_EXCHANGE,
+    RANGE_PARTITION_EXCHANGE,
+    RANGE_PARTITION_MERGE_EXCHANGE,
+    RTREE_SEARCH,
+    RUNNING_AGGREGATE,
+    SINGLE_PARTITION_INVERTED_INDEX_SEARCH,
+    SINK,
+    SINK_WRITE,
+    SORT_GROUP_BY,
+    SORT_MERGE_EXCHANGE,
+    SPLIT,
+    STABLE_SORT,
+    STATS,
+    STREAM_LIMIT,
+    STREAM_PROJECT,
+    STREAM_SELECT,
+    STRING_STREAM_SCRIPT,
+    SUBPLAN,
+    TOKENIZE,
+    UNION_ALL,
+    UNNEST,
+    UPDATE,
+    WRITE_RESULT,
+    INTERSECT,
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractFunctionCallExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractFunctionCallExpression.java
new file mode 100644
index 0000000..b35f692
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractFunctionCallExpression.java
@@ -0,0 +1,364 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+
+public abstract class AbstractFunctionCallExpression extends AbstractLogicalExpression {
+
+    public enum FunctionKind {
+        SCALAR,
+        STATEFUL,
+        AGGREGATE,
+        UNNEST
+    }
+
+    protected IFunctionInfo finfo;
+    final private List<Mutable<ILogicalExpression>> arguments;
+    private Object[] opaqueParameters;
+    private final FunctionKind kind;
+    private final Map<Object, IExpressionAnnotation> annotationMap = new HashMap<Object, IExpressionAnnotation>();
+
+    public AbstractFunctionCallExpression(FunctionKind kind, IFunctionInfo finfo,
+            List<Mutable<ILogicalExpression>> arguments) {
+        this.kind = kind;
+        this.finfo = finfo;
+        this.arguments = arguments;
+    }
+
+    public AbstractFunctionCallExpression(FunctionKind kind, IFunctionInfo finfo) {
+        this.kind = kind;
+        this.finfo = finfo;
+        this.arguments = new ArrayList<Mutable<ILogicalExpression>>();
+    }
+
+    public AbstractFunctionCallExpression(FunctionKind kind, IFunctionInfo finfo,
+            Mutable<ILogicalExpression>... expressions) {
+        this(kind, finfo);
+        for (Mutable<ILogicalExpression> e : expressions) {
+            this.arguments.add(e);
+        }
+    }
+
+    public void setOpaqueParameters(Object[] opaqueParameters) {
+        this.opaqueParameters = opaqueParameters;
+    }
+
+    public Object[] getOpaqueParameters() {
+        return opaqueParameters;
+    }
+
+    public FunctionKind getKind() {
+        return kind;
+    }
+
+    protected List<Mutable<ILogicalExpression>> cloneArguments() {
+        List<Mutable<ILogicalExpression>> clonedArgs = new ArrayList<Mutable<ILogicalExpression>>(arguments.size());
+        for (Mutable<ILogicalExpression> e : arguments) {
+            ILogicalExpression e2 = ((AbstractLogicalExpression) e.getValue()).cloneExpression();
+            clonedArgs.add(new MutableObject<ILogicalExpression>(e2));
+        }
+        return clonedArgs;
+    }
+
+    public FunctionIdentifier getFunctionIdentifier() {
+        return finfo.getFunctionIdentifier();
+    }
+
+    public IFunctionInfo getFunctionInfo() {
+        return finfo;
+    }
+
+    public void setFunctionInfo(IFunctionInfo finfo) {
+        this.finfo = finfo;
+    }
+
+    public List<Mutable<ILogicalExpression>> getArguments() {
+        return arguments;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("function-call: " + finfo.getFunctionIdentifier() + ", Args:[");
+        // + arguments;
+        boolean first = true;
+        for (Mutable<ILogicalExpression> ref : arguments) {
+            if (first) {
+                first = false;
+            } else {
+                sb.append(", ");
+            }
+            sb.append(ref.getValue());
+        }
+        sb.append("]");
+        return sb.toString();
+    }
+
+    @Override
+    public LogicalExpressionTag getExpressionTag() {
+        return LogicalExpressionTag.FUNCTION_CALL;
+    }
+
+    @Override
+    public void getUsedVariables(Collection<LogicalVariable> vars) {
+        for (Mutable<ILogicalExpression> arg : arguments) {
+            arg.getValue().getUsedVariables(vars);
+        }
+    }
+
+    @Override
+    public void substituteVar(LogicalVariable v1, LogicalVariable v2) {
+        for (Mutable<ILogicalExpression> arg : arguments) {
+            arg.getValue().substituteVar(v1, v2);
+        }
+    }
+
+    @Override
+    public void getConstraintsAndEquivClasses(Collection<FunctionalDependency> fds,
+            Map<LogicalVariable, EquivalenceClass> equivClasses) {
+        FunctionIdentifier funId = getFunctionIdentifier();
+        if (funId.equals(AlgebricksBuiltinFunctions.AND)) {
+            for (Mutable<ILogicalExpression> a : arguments) {
+                a.getValue().getConstraintsAndEquivClasses(fds, equivClasses);
+            }
+        } else if (funId.equals(AlgebricksBuiltinFunctions.EQ)) {
+            ILogicalExpression opLeft = arguments.get(0).getValue();
+            ILogicalExpression opRight = arguments.get(1).getValue();
+            if (opLeft.getExpressionTag() == LogicalExpressionTag.CONSTANT
+                    && opRight.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                ConstantExpression op1 = (ConstantExpression) opLeft;
+                VariableReferenceExpression op2 = (VariableReferenceExpression) opRight;
+                getFDsAndEquivClassesForEqWithConstant(op1, op2, fds, equivClasses);
+            } else if (opLeft.getExpressionTag() == LogicalExpressionTag.VARIABLE
+                    && opRight.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression op1 = (VariableReferenceExpression) opLeft;
+                VariableReferenceExpression op2 = (VariableReferenceExpression) opRight;
+                getFDsAndEquivClassesForColumnEq(op1, op2, fds, equivClasses);
+            }
+        }
+    }
+
+    @Override
+    public void getConstraintsForOuterJoin(Collection<FunctionalDependency> fds,
+            Collection<LogicalVariable> outerVars) {
+        FunctionIdentifier funId = getFunctionIdentifier();
+        if (funId.equals(AlgebricksBuiltinFunctions.AND)) {
+            for (Mutable<ILogicalExpression> a : arguments) {
+                a.getValue().getConstraintsForOuterJoin(fds, outerVars);
+            }
+        } else if (funId.equals(AlgebricksBuiltinFunctions.EQ)) {
+            ILogicalExpression opLeft = arguments.get(0).getValue();
+            ILogicalExpression opRight = arguments.get(1).getValue();
+            if (opLeft.getExpressionTag() == LogicalExpressionTag.VARIABLE
+                    && opRight.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                LogicalVariable var1 = ((VariableReferenceExpression) opLeft).getVariableReference();
+                LogicalVariable var2 = ((VariableReferenceExpression) opRight).getVariableReference();
+                if (outerVars.contains(var1)) {
+                    addFD(fds, var1, var2);
+                }
+                if (outerVars.contains(var2)) {
+                    addFD(fds, var2, var1);
+                }
+            }
+        }
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof AbstractFunctionCallExpression)) {
+            return false;
+        } else {
+            AbstractFunctionCallExpression fce = (AbstractFunctionCallExpression) obj;
+            boolean equal = getFunctionIdentifier().equals(fce.getFunctionIdentifier());
+            if (!equal) {
+                return false;
+            }
+            for (int i = 0; i < arguments.size(); i++) {
+                ILogicalExpression argument = arguments.get(i).getValue();
+                ILogicalExpression fceArgument = fce.getArguments().get(i).getValue();
+                if (!argument.equals(fceArgument)) {
+                    return false;
+                }
+            }
+            if (opaqueParameters != null) {
+                if (opaqueParameters.length != fce.opaqueParameters.length) {
+                    return false;
+                }
+                for (int i = 0; i < opaqueParameters.length; i++) {
+                    Object opaqueParameter = opaqueParameters[i];
+                    Object fceOpaqueParameter = fce.opaqueParameters[i];
+                    if (!opaqueParameter.equals(fceOpaqueParameter)) {
+                        return false;
+                    }
+                }
+            }
+            return true;
+        }
+    }
+
+    @Override
+    public int hashCode() {
+        int h = finfo.hashCode();
+        for (Mutable<ILogicalExpression> e : arguments) {
+            h = h * 41 + e.getValue().hashCode();
+        }
+        if (opaqueParameters != null) {
+            for (int i = 0; i < opaqueParameters.length; i++) {
+                h = h * 31 + opaqueParameters[i].hashCode();
+            }
+        }
+        return h;
+    }
+
+    @Override
+    public boolean splitIntoConjuncts(List<Mutable<ILogicalExpression>> conjs) {
+        if (!getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.AND) || arguments.size() <= 1) {
+            return false;
+        } else {
+            conjs.addAll(arguments);
+            return true;
+        }
+    }
+
+    public Map<Object, IExpressionAnnotation> getAnnotations() {
+        return annotationMap;
+    }
+
+    protected Map<Object, IExpressionAnnotation> cloneAnnotations() {
+        Map<Object, IExpressionAnnotation> m = new HashMap<Object, IExpressionAnnotation>();
+        for (Object k : annotationMap.keySet()) {
+            IExpressionAnnotation annot2 = annotationMap.get(k).copy();
+            m.put(k, annot2);
+        }
+        return m;
+    }
+
+    private final static void addFD(Collection<FunctionalDependency> fds, LogicalVariable var1, LogicalVariable var2) {
+        LinkedList<LogicalVariable> set1 = new LinkedList<LogicalVariable>();
+        set1.add(var1);
+        LinkedList<LogicalVariable> set2 = new LinkedList<LogicalVariable>();
+        set2.add(var2);
+        FunctionalDependency fd1 = new FunctionalDependency(set1, set2);
+        fds.add(fd1);
+    }
+
+    private final static void getFDsAndEquivClassesForEqWithConstant(ConstantExpression c,
+            VariableReferenceExpression v, Collection<FunctionalDependency> fds,
+            Map<LogicalVariable, EquivalenceClass> equivClasses) {
+        LogicalVariable var = v.getVariableReference();
+        LinkedList<LogicalVariable> head = new LinkedList<LogicalVariable>();
+        // empty set in the head
+        LinkedList<LogicalVariable> tail = new LinkedList<LogicalVariable>();
+        tail.add(var);
+        FunctionalDependency fd = new FunctionalDependency(head, tail);
+        fds.add(fd);
+
+        EquivalenceClass ec = equivClasses.get(var);
+        if (ec == null) {
+            LinkedList<LogicalVariable> members = new LinkedList<LogicalVariable>();
+            members.add(var);
+            EquivalenceClass eclass = new EquivalenceClass(members, c);
+            equivClasses.put(var, eclass);
+        } else {
+            if (ec.representativeIsConst()) {
+                ILogicalExpression c1 = ec.getConstRepresentative();
+                if (!c1.equals(c)) {
+                    // here I could also rewrite to FALSE
+                    return;
+                }
+            }
+            ec.setConstRepresentative(c);
+        }
+    }
+
+    /*
+     * Obs.: mgmt. of equiv. classes should use a more efficient data
+     * structure,if we are to implem. cost-bazed optim.
+     */
+    private final static void getFDsAndEquivClassesForColumnEq(VariableReferenceExpression v1,
+            VariableReferenceExpression v2, Collection<FunctionalDependency> fds,
+            Map<LogicalVariable, EquivalenceClass> equivClasses) {
+        LogicalVariable var1 = v1.getVariableReference();
+        LogicalVariable var2 = v2.getVariableReference();
+        LinkedList<LogicalVariable> set1 = new LinkedList<LogicalVariable>();
+        set1.add(var1);
+        LinkedList<LogicalVariable> set2 = new LinkedList<LogicalVariable>();
+        set2.add(var2);
+        FunctionalDependency fd1 = new FunctionalDependency(set1, set2);
+        FunctionalDependency fd2 = new FunctionalDependency(set2, set1);
+        fds.add(fd1);
+        fds.add(fd2);
+
+        EquivalenceClass ec1 = equivClasses.get(var1);
+        EquivalenceClass ec2 = equivClasses.get(var2);
+        if (ec1 == null && ec2 == null) {
+            LinkedList<LogicalVariable> members = new LinkedList<LogicalVariable>();
+            members.add(var1);
+            members.add(var2);
+            EquivalenceClass ec = new EquivalenceClass(members, var1);
+            equivClasses.put(var1, ec);
+            equivClasses.put(var2, ec);
+        } else if (ec1 == null && ec2 != null) {
+            ec2.addMember(var1);
+            equivClasses.put(var1, ec2);
+        } else if (ec2 == null && ec1 != null) {
+            ec1.addMember(var2);
+            equivClasses.put(var2, ec1);
+        } else {
+            ec1.merge(ec2);
+            for (LogicalVariable w : equivClasses.keySet()) {
+                if (ec2.getMembers().contains(w)) {
+                    equivClasses.put(w, ec1);
+                }
+            }
+        }
+    }
+
+    @Override
+    public boolean isFunctional() {
+        if (!finfo.isFunctional()) {
+            return false;
+        }
+
+        for (Mutable<ILogicalExpression> e : arguments) {
+            if (!e.getValue().isFunctional()) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractLogicalExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractLogicalExpression.java
new file mode 100644
index 0000000..0717c0e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AbstractLogicalExpression.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.Collection;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+
+public abstract class AbstractLogicalExpression implements ILogicalExpression {
+
+    @Override
+    public void getConstraintsAndEquivClasses(Collection<FunctionalDependency> fds,
+            Map<LogicalVariable, EquivalenceClass> equivClasses) {
+        // do nothing
+    }
+
+    @Override
+    public void getConstraintsForOuterJoin(Collection<FunctionalDependency> fds,
+            Collection<LogicalVariable> innerSideVars) {
+        // do nothing
+    }
+
+    @Override
+    public boolean isFunctional() {
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AggregateFunctionCallExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AggregateFunctionCallExpression.java
new file mode 100644
index 0000000..67f285d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/AggregateFunctionCallExpression.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+/**
+ *
+ * An aggregate function may be executed in a "two step" mode. First the
+ * "step-one" aggregates are run and then the results are passed to the
+ * "step-two" aggregators. The convention is the following:
+ *
+ * 1. The step-one aggregate must be able to accept the same arguments as the
+ * original aggregate function call.
+ *
+ * 2. The step-two aggregate must be a unary function that accepts as input the
+ * output of the step-one aggregate.
+ *
+ */
+
+public class AggregateFunctionCallExpression extends AbstractFunctionCallExpression {
+
+    private boolean twoStep;
+    private IFunctionInfo stepOneAggregate;
+    private IFunctionInfo stepTwoAggregate;
+
+    public AggregateFunctionCallExpression(IFunctionInfo finfo, boolean isTwoStep) {
+        super(FunctionKind.AGGREGATE, finfo);
+        this.twoStep = isTwoStep;
+    }
+
+    public AggregateFunctionCallExpression(IFunctionInfo finfo, boolean isTwoStep,
+            List<Mutable<ILogicalExpression>> arguments) {
+        super(FunctionKind.AGGREGATE, finfo, arguments);
+        this.twoStep = isTwoStep;
+    }
+
+    public AggregateFunctionCallExpression(IFunctionInfo finfo, boolean isTwoStep,
+            Mutable<ILogicalExpression>... expressions) {
+        super(FunctionKind.AGGREGATE, finfo, expressions);
+        this.twoStep = isTwoStep;
+    }
+
+    public boolean isTwoStep() {
+        return twoStep;
+    }
+
+    public void setTwoStep(boolean twoStep) {
+        this.twoStep = twoStep;
+    }
+
+    @Override
+    public AggregateFunctionCallExpression cloneExpression() {
+        cloneAnnotations();
+        List<Mutable<ILogicalExpression>> clonedArgs = cloneArguments();
+        AggregateFunctionCallExpression fun = new AggregateFunctionCallExpression(finfo, twoStep, clonedArgs);
+        fun.setStepTwoAggregate(stepTwoAggregate);
+        fun.setStepOneAggregate(stepOneAggregate);
+        return fun;
+    }
+
+    public void setStepOneAggregate(IFunctionInfo stepOneAggregate) {
+        this.stepOneAggregate = stepOneAggregate;
+    }
+
+    public IFunctionInfo getStepOneAggregate() {
+        return stepOneAggregate;
+    }
+
+    public void setStepTwoAggregate(IFunctionInfo stepTwoAggregate) {
+        this.stepTwoAggregate = stepTwoAggregate;
+    }
+
+    public IFunctionInfo getStepTwoAggregate() {
+        return stepTwoAggregate;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitAggregateFunctionCallExpression(this, arg);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/BroadcastExpressionAnnotation.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/BroadcastExpressionAnnotation.java
new file mode 100644
index 0000000..6c47b82
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/BroadcastExpressionAnnotation.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+public class BroadcastExpressionAnnotation implements IExpressionAnnotation {
+
+    public static final String BROADCAST_ANNOTATION_KEY = "broadcast";
+
+    public enum BroadcastSide {
+        LEFT,
+        RIGHT
+    };
+
+    private BroadcastSide side;
+
+    @Override
+    public Object getObject() {
+        return side;
+    }
+
+    @Override
+    public void setObject(Object side) {
+        this.side = (BroadcastSide) side;
+    }
+
+    @Override
+    public IExpressionAnnotation copy() {
+        BroadcastExpressionAnnotation bcast = new BroadcastExpressionAnnotation();
+        bcast.side = side;
+        return bcast;
+    }
+
+    @Override
+    public String toString() {
+        return BROADCAST_ANNOTATION_KEY;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java
new file mode 100644
index 0000000..449688b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ConstantExpression.java
@@ -0,0 +1,178 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public final class ConstantExpression extends AbstractLogicalExpression {
+    private IAlgebricksConstantValue value;
+
+    public final static ConstantExpression TRUE = new ConstantExpression(new IAlgebricksConstantValue() {
+
+        @Override
+        public boolean isTrue() {
+            return true;
+        }
+
+        @Override
+        public boolean isNull() {
+            return false;
+        }
+
+        @Override
+        public boolean isFalse() {
+            return false;
+        }
+
+        @Override
+        public String toString() {
+            return "TRUE";
+        }
+    });
+    public final static ConstantExpression FALSE = new ConstantExpression(new IAlgebricksConstantValue() {
+
+        @Override
+        public boolean isTrue() {
+            return false;
+        }
+
+        @Override
+        public boolean isNull() {
+            return false;
+        }
+
+        @Override
+        public boolean isFalse() {
+            return true;
+        }
+
+        @Override
+        public String toString() {
+            return "FALSE";
+        }
+    });
+    public final static ConstantExpression NULL = new ConstantExpression(new IAlgebricksConstantValue() {
+
+        @Override
+        public boolean isTrue() {
+            return false;
+        }
+
+        @Override
+        public boolean isNull() {
+            return true;
+        }
+
+        @Override
+        public boolean isFalse() {
+            return false;
+        }
+
+        @Override
+        public String toString() {
+            return "NULL";
+        }
+    });
+
+    private Map<Object, IExpressionAnnotation> annotationMap = new HashMap<Object, IExpressionAnnotation>();
+
+    public ConstantExpression(IAlgebricksConstantValue value) {
+        this.value = value;
+    }
+
+    public IAlgebricksConstantValue getValue() {
+        return value;
+    }
+
+    public void setValue(IAlgebricksConstantValue value) {
+        this.value = value;
+    }
+
+    @Override
+    public LogicalExpressionTag getExpressionTag() {
+        return LogicalExpressionTag.CONSTANT;
+    }
+
+    @Override
+    public String toString() {
+        return value.toString();
+    }
+
+    @Override
+    public void getUsedVariables(Collection<LogicalVariable> vars) {
+        // do nothing
+    }
+
+    @Override
+    public void substituteVar(LogicalVariable v1, LogicalVariable v2) {
+        // do nothing
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof ConstantExpression)) {
+            return false;
+        } else {
+            return value.equals(((ConstantExpression) obj).getValue());
+        }
+    }
+
+    @Override
+    public int hashCode() {
+        return value.hashCode();
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitConstantExpression(this, arg);
+    }
+
+    @Override
+    public AbstractLogicalExpression cloneExpression() {
+        Map<Object, IExpressionAnnotation> m = new HashMap<Object, IExpressionAnnotation>();
+        for (Object k : annotationMap.keySet()) {
+            IExpressionAnnotation annot2 = annotationMap.get(k).copy();
+            m.put(k, annot2);
+        }
+        ConstantExpression c = new ConstantExpression(value);
+        c.annotationMap = m;
+        return c;
+    }
+
+    public Map<Object, IExpressionAnnotation> getAnnotations() {
+        return annotationMap;
+    }
+
+    @Override
+    public boolean splitIntoConjuncts(List<Mutable<ILogicalExpression>> conjs) {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ExpressionAnnotationNoCopyImpl.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ExpressionAnnotationNoCopyImpl.java
new file mode 100644
index 0000000..140dfb1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ExpressionAnnotationNoCopyImpl.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+public class ExpressionAnnotationNoCopyImpl implements IExpressionAnnotation {
+
+    private Object object;
+
+    @Override
+    public IExpressionAnnotation copy() {
+        return this;
+    }
+
+    @Override
+    public Object getObject() {
+        return object;
+    }
+
+    @Override
+    public void setObject(Object object) {
+        this.object = object;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IAlgebricksConstantValue.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IAlgebricksConstantValue.java
new file mode 100644
index 0000000..f80f82b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IAlgebricksConstantValue.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+public interface IAlgebricksConstantValue {
+    public boolean isNull();
+
+    public boolean isTrue();
+
+    public boolean isFalse();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionAnnotation.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionAnnotation.java
new file mode 100644
index 0000000..165c57f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionAnnotation.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+public interface IExpressionAnnotation {
+    public Object getObject();
+
+    public void setObject(Object object);
+
+    public IExpressionAnnotation copy();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionEvalSizeComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionEvalSizeComputer.java
new file mode 100644
index 0000000..0e7f815
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionEvalSizeComputer.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public interface IExpressionEvalSizeComputer {
+    // size in bytes, or -1 if unknown
+    public int getEvalSize(ILogicalExpression expr, IVariableEvalSizeEnvironment env) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionRuntimeProvider.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionRuntimeProvider.java
new file mode 100644
index 0000000..acce996
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionRuntimeProvider.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+
+public interface IExpressionRuntimeProvider {
+    public IScalarEvaluatorFactory createEvaluatorFactory(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException;
+
+    public IAggregateEvaluatorFactory createAggregateFunctionFactory(AggregateFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+
+    public ISerializedAggregateEvaluatorFactory createSerializableAggregateFunctionFactory(
+            AggregateFunctionCallExpression expr, IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas,
+            JobGenContext context) throws AlgebricksException;
+
+    public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(StatefulFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+
+    public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(UnnestingFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionTypeComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionTypeComputer.java
new file mode 100644
index 0000000..0d33200
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IExpressionTypeComputer.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public interface IExpressionTypeComputer {
+    public Object getType(ILogicalExpression expr, IMetadataProvider<?, ?> metadataProvider,
+            IVariableTypeEnvironment env) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ILogicalExpressionJobGen.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ILogicalExpressionJobGen.java
new file mode 100644
index 0000000..7463896
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ILogicalExpressionJobGen.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+
+public interface ILogicalExpressionJobGen {
+
+    public IScalarEvaluatorFactory createEvaluatorFactory(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException;
+
+    public IAggregateEvaluatorFactory createAggregateFunctionFactory(AggregateFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+
+    public ISerializedAggregateEvaluatorFactory createSerializableAggregateFunctionFactory(
+            AggregateFunctionCallExpression expr, IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas,
+            JobGenContext context) throws AlgebricksException;
+
+    public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(StatefulFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+
+    public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(UnnestingFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException;
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMergeAggregationExpressionFactory.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMergeAggregationExpressionFactory.java
new file mode 100644
index 0000000..2816477
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IMergeAggregationExpressionFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IMergeAggregationExpressionFactory {
+    ILogicalExpression createMergeAggregation(LogicalVariable originalAggVariable, ILogicalExpression expr, IOptimizationContext env)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/INullableTypeComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/INullableTypeComputer.java
new file mode 100644
index 0000000..2aea6b0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/INullableTypeComputer.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+
+public interface INullableTypeComputer {
+    public Object makeNullableType(Object type) throws AlgebricksException;
+
+    public boolean canBeNull(Object type);
+
+    public Object getNonOptionalType(Object type);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IPartialAggregationTypeComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IPartialAggregationTypeComputer.java
new file mode 100644
index 0000000..2348143
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IPartialAggregationTypeComputer.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public interface IPartialAggregationTypeComputer {
+    public Object getType(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IMetadataProvider<?, ?> metadataProvider) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableEvalSizeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableEvalSizeEnvironment.java
new file mode 100644
index 0000000..9163418
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableEvalSizeEnvironment.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IVariableEvalSizeEnvironment {
+    // size in bytes or -1 if unknown
+    public int getVariableEvalSize(LogicalVariable var);
+
+    public void setVariableEvalSize(LogicalVariable var, int size);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java
new file mode 100644
index 0000000..e024147
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IVariableTypeEnvironment.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IVariableTypeEnvironment {
+    public Object getVarType(LogicalVariable var) throws AlgebricksException;
+
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException;
+
+    public void setVarType(LogicalVariable var, Object type);
+
+    public Object getType(ILogicalExpression expr) throws AlgebricksException;
+
+    public boolean substituteProducedVariable(LogicalVariable v1, LogicalVariable v2) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IndexedNLJoinExpressionAnnotation.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IndexedNLJoinExpressionAnnotation.java
new file mode 100644
index 0000000..a38a96c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/IndexedNLJoinExpressionAnnotation.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+public class IndexedNLJoinExpressionAnnotation implements IExpressionAnnotation {
+
+    public static final String INDEXED_NL_JOIN_ANNOTATION_KEY = "indexnl";
+    public static final IndexedNLJoinExpressionAnnotation INSTANCE = new IndexedNLJoinExpressionAnnotation();
+
+    private Object object;
+
+    @Override
+    public Object getObject() {
+        return object;
+    }
+
+    @Override
+    public void setObject(Object object) {
+        this.object = object;
+    }
+
+    @Override
+    public IExpressionAnnotation copy() {
+        IndexedNLJoinExpressionAnnotation clone = new IndexedNLJoinExpressionAnnotation();
+        clone.setObject(object);
+        return clone;
+    }
+
+    @Override
+    public String toString() {
+        return INDEXED_NL_JOIN_ANNOTATION_KEY;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.java
new file mode 100644
index 0000000..5b07a7e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/LogicalExpressionJobGenToExpressionRuntimeProviderAdapter.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+
+public class LogicalExpressionJobGenToExpressionRuntimeProviderAdapter implements IExpressionRuntimeProvider {
+    private final ILogicalExpressionJobGen lejg;
+
+    public LogicalExpressionJobGenToExpressionRuntimeProviderAdapter(ILogicalExpressionJobGen lejg) {
+        this.lejg = lejg;
+    }
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException {
+        return lejg.createEvaluatorFactory(expr, env, inputSchemas, context);
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateFunctionFactory(AggregateFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+                    throws AlgebricksException {
+        return lejg.createAggregateFunctionFactory(expr, env, inputSchemas, context);
+    }
+
+    @Override
+    public ISerializedAggregateEvaluatorFactory createSerializableAggregateFunctionFactory(
+            AggregateFunctionCallExpression expr, IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas,
+            JobGenContext context) throws AlgebricksException {
+        return lejg.createSerializableAggregateFunctionFactory(expr, env, inputSchemas, context);
+    }
+
+    @Override
+    public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(StatefulFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+                    throws AlgebricksException {
+        return lejg.createRunningAggregateFunctionFactory(expr, env, inputSchemas, context);
+    }
+
+    @Override
+    public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(UnnestingFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+                    throws AlgebricksException {
+        return lejg.createUnnestingFunctionFactory(expr, env, inputSchemas, context);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ScalarFunctionCallExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ScalarFunctionCallExpression.java
new file mode 100644
index 0000000..eff360b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/ScalarFunctionCallExpression.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public class ScalarFunctionCallExpression extends AbstractFunctionCallExpression {
+
+    public ScalarFunctionCallExpression(IFunctionInfo finfo) {
+        super(FunctionKind.SCALAR, finfo);
+    }
+
+    public ScalarFunctionCallExpression(IFunctionInfo finfo, List<Mutable<ILogicalExpression>> arguments) {
+        super(FunctionKind.SCALAR, finfo, arguments);
+    }
+
+    public ScalarFunctionCallExpression(IFunctionInfo finfo, Mutable<ILogicalExpression>... expressions) {
+        super(FunctionKind.SCALAR, finfo, expressions);
+    }
+
+    @Override
+    public ScalarFunctionCallExpression cloneExpression() {
+        List<Mutable<ILogicalExpression>> clonedArgs = cloneArguments();
+        ScalarFunctionCallExpression funcExpr = new ScalarFunctionCallExpression(finfo, clonedArgs);
+        funcExpr.getAnnotations().putAll(cloneAnnotations());
+        funcExpr.setOpaqueParameters(this.getOpaqueParameters());
+        return funcExpr;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitScalarFunctionCallExpression(this, arg);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/StatefulFunctionCallExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/StatefulFunctionCallExpression.java
new file mode 100644
index 0000000..fe91ed3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/StatefulFunctionCallExpression.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPropertiesComputer;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public class StatefulFunctionCallExpression extends AbstractFunctionCallExpression {
+
+    private final IPropertiesComputer propertiesComputer;
+
+    public StatefulFunctionCallExpression(IFunctionInfo finfo, IPropertiesComputer propertiesComputer) {
+        super(FunctionKind.STATEFUL, finfo);
+        this.propertiesComputer = propertiesComputer;
+    }
+
+    public StatefulFunctionCallExpression(IFunctionInfo finfo, IPropertiesComputer propertiesComputer,
+            List<Mutable<ILogicalExpression>> arguments) {
+        super(FunctionKind.STATEFUL, finfo, arguments);
+        this.propertiesComputer = propertiesComputer;
+    }
+
+    public StatefulFunctionCallExpression(IFunctionInfo finfo, IPropertiesComputer propertiesComputer,
+            Mutable<ILogicalExpression>... expressions) {
+        super(FunctionKind.STATEFUL, finfo, expressions);
+        this.propertiesComputer = propertiesComputer;
+    }
+
+    @Override
+    public StatefulFunctionCallExpression cloneExpression() {
+        cloneAnnotations();
+        List<Mutable<ILogicalExpression>> clonedArgs = cloneArguments();
+        return new StatefulFunctionCallExpression(finfo, propertiesComputer, clonedArgs);
+    }
+
+    // can be null
+    public IPartitioningProperty getRequiredPartitioningProperty() {
+        return propertiesComputer.computePartitioningProperty(this);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitStatefulFunctionCallExpression(this, arg);
+    }
+
+    public IPropertiesComputer getPropertiesComputer() {
+        return propertiesComputer;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/UnnestingFunctionCallExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/UnnestingFunctionCallExpression.java
new file mode 100644
index 0000000..ac539ec
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/UnnestingFunctionCallExpression.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public class UnnestingFunctionCallExpression extends AbstractFunctionCallExpression {
+
+    private boolean returnsUniqueValues;
+
+    public UnnestingFunctionCallExpression(IFunctionInfo finfo) {
+        super(FunctionKind.UNNEST, finfo);
+    }
+
+    public UnnestingFunctionCallExpression(IFunctionInfo finfo, List<Mutable<ILogicalExpression>> arguments) {
+        super(FunctionKind.UNNEST, finfo, arguments);
+    }
+
+    public UnnestingFunctionCallExpression(IFunctionInfo finfo, Mutable<ILogicalExpression>... expressions) {
+        super(FunctionKind.UNNEST, finfo, expressions);
+    }
+
+    @Override
+    public UnnestingFunctionCallExpression cloneExpression() {
+        cloneAnnotations();
+        List<Mutable<ILogicalExpression>> clonedArgs = cloneArguments();
+        UnnestingFunctionCallExpression ufce = new UnnestingFunctionCallExpression(finfo, clonedArgs);
+        ufce.setReturnsUniqueValues(returnsUniqueValues);
+        ufce.setOpaqueParameters(this.getOpaqueParameters());
+        return ufce;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitUnnestingFunctionCallExpression(this, arg);
+    }
+
+    public void setReturnsUniqueValues(boolean returnsUniqueValues) {
+        this.returnsUniqueValues = returnsUniqueValues;
+    }
+
+    public boolean returnsUniqueValues() {
+        return returnsUniqueValues;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/VariableReferenceExpression.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/VariableReferenceExpression.java
new file mode 100644
index 0000000..865e781
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/expressions/VariableReferenceExpression.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.expressions;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public class VariableReferenceExpression extends AbstractLogicalExpression {
+    private int tupleRef;
+    private LogicalVariable variable;
+
+    public VariableReferenceExpression(int tupleRef, LogicalVariable variable) {
+        this.tupleRef = tupleRef;
+        this.variable = variable;
+    }
+
+    public VariableReferenceExpression(LogicalVariable variable) {
+        this(0, variable);
+    }
+
+    public int getTupleRef() {
+        return tupleRef;
+    }
+
+    public void setTupleRef(int tupleRef) {
+        this.tupleRef = tupleRef;
+    }
+
+    public LogicalVariable getVariableReference() {
+        return variable;
+    }
+
+    public void setVariable(LogicalVariable variable) {
+        this.variable = variable;
+    }
+
+    @Override
+    public LogicalExpressionTag getExpressionTag() {
+        return LogicalExpressionTag.VARIABLE;
+    }
+
+    @Override
+    public String toString() {
+        return "%" + tupleRef + "->" + variable.toString();
+    }
+
+    @Override
+    public void getUsedVariables(Collection<LogicalVariable> vars) {
+        // if (!vars.contains(variable)) {
+        vars.add(variable);
+        // }
+    }
+
+    @Override
+    public void substituteVar(LogicalVariable v1, LogicalVariable v2) {
+        if (variable.equals(v1)) {
+            variable = v2;
+        }
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof VariableReferenceExpression)) {
+            return false;
+        } else {
+            return tupleRef == ((VariableReferenceExpression) obj).tupleRef
+                    && variable.equals(((VariableReferenceExpression) obj).getVariableReference());
+        }
+    }
+
+    @Override
+    public int hashCode() {
+        return tupleRef + variable.getId();
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalExpressionVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitVariableReferenceExpression(this, arg);
+    }
+
+    @Override
+    public AbstractLogicalExpression cloneExpression() {
+        return new VariableReferenceExpression(variable);
+    }
+
+    @Override
+    public boolean splitIntoConjuncts(List<Mutable<ILogicalExpression>> conjs) {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AbstractFunctionInfo.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AbstractFunctionInfo.java
new file mode 100644
index 0000000..79c143d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AbstractFunctionInfo.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.functions;
+
+import java.io.Serializable;
+
+public abstract class AbstractFunctionInfo implements IFunctionInfo, Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private final boolean isFunctional;
+
+    protected AbstractFunctionInfo(boolean isFunctional) {
+        this.isFunctional = isFunctional;
+    }
+
+    @Override
+    public boolean isFunctional() {
+        return isFunctional;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AlgebricksBuiltinFunctions.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AlgebricksBuiltinFunctions.java
new file mode 100644
index 0000000..874b751
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/AlgebricksBuiltinFunctions.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.functions;
+
+import java.util.HashMap;
+import java.util.Map;
+
+public class AlgebricksBuiltinFunctions {
+    public enum ComparisonKind {
+        EQ,
+        LE,
+        GE,
+        LT,
+        GT,
+        NEQ
+    }
+
+    public static final String ALGEBRICKS_NS = "algebricks";
+
+    // comparisons
+    public final static FunctionIdentifier EQ = new FunctionIdentifier(ALGEBRICKS_NS, "eq", 2);
+    public final static FunctionIdentifier LE = new FunctionIdentifier(ALGEBRICKS_NS, "le", 2);
+    public final static FunctionIdentifier GE = new FunctionIdentifier(ALGEBRICKS_NS, "ge", 2);
+    public final static FunctionIdentifier LT = new FunctionIdentifier(ALGEBRICKS_NS, "lt", 2);
+    public final static FunctionIdentifier GT = new FunctionIdentifier(ALGEBRICKS_NS, "gt", 2);
+    public final static FunctionIdentifier NEQ = new FunctionIdentifier(ALGEBRICKS_NS, "neq", 2);
+
+    // booleans
+    public final static FunctionIdentifier NOT = new FunctionIdentifier(ALGEBRICKS_NS, "not", 1);
+    public final static FunctionIdentifier AND = new FunctionIdentifier(ALGEBRICKS_NS, "and",
+            FunctionIdentifier.VARARGS);
+    public final static FunctionIdentifier OR = new FunctionIdentifier(ALGEBRICKS_NS, "or", FunctionIdentifier.VARARGS);
+
+    // numerics
+    public final static FunctionIdentifier NUMERIC_ADD = new FunctionIdentifier(ALGEBRICKS_NS, "numeric-add", 2);
+
+    // nulls
+    public final static FunctionIdentifier IS_NULL = new FunctionIdentifier(ALGEBRICKS_NS, "is-null", 1);
+
+    private static final Map<FunctionIdentifier, ComparisonKind> comparisonFunctions = new HashMap<FunctionIdentifier, ComparisonKind>();
+
+    static {
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.EQ, ComparisonKind.EQ);
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.LE, ComparisonKind.LE);
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.GE, ComparisonKind.GE);
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.LT, ComparisonKind.LT);
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.GT, ComparisonKind.GT);
+        comparisonFunctions.put(AlgebricksBuiltinFunctions.NEQ, ComparisonKind.NEQ);
+    }
+
+    public static ComparisonKind getComparisonType(FunctionIdentifier fi) {
+        return comparisonFunctions.get(fi);
+    }
+
+    public static boolean isComparisonFunction(FunctionIdentifier fi) {
+        return comparisonFunctions.get(fi) != null;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/FunctionIdentifier.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/FunctionIdentifier.java
new file mode 100644
index 0000000..2f2b7e3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/FunctionIdentifier.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.functions;
+
+import java.io.Serializable;
+
+public final class FunctionIdentifier implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final String namespace;
+    private final String name;
+    private final int arity;
+
+    public final static int VARARGS = -1;
+
+    public FunctionIdentifier(String namespace, String name) {
+        this(namespace, name, VARARGS);
+    }
+
+    public FunctionIdentifier(String namespace, String name, int arity) {
+        this.namespace = namespace;
+        this.name = name;
+        this.arity = arity;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (super.equals(o)) {
+            return true;
+        }
+        if (o instanceof FunctionIdentifier) {
+            FunctionIdentifier ofi = (FunctionIdentifier) o;
+            return ofi.getNamespace().equals(getNamespace()) && ofi.name.equals(name);
+        }
+        return false;
+    }
+
+    @Override
+    public int hashCode() {
+        return name.hashCode() + namespace.hashCode();
+    }
+
+    public String toString() {
+        return getNamespace() + ":" + name;
+    }
+
+    public int getArity() {
+        return arity;
+    }
+
+    public String getNamespace() {
+        return namespace;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/IFunctionInfo.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/IFunctionInfo.java
new file mode 100644
index 0000000..a4d56c1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/functions/IFunctionInfo.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.functions;
+
+public interface IFunctionInfo {
+    FunctionIdentifier getFunctionIdentifier();
+
+    public boolean isFunctional();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSink.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSink.java
new file mode 100644
index 0000000..c958d29
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSink.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.metadata;
+
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+
+public interface IDataSink {
+    public Object getId();
+
+    public Object[] getSchemaTypes();
+
+    public IPartitioningProperty getPartitioningProperty();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSource.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSource.java
new file mode 100644
index 0000000..300033f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSource.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.metadata;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+
+public interface IDataSource<T> {
+    public T getId();
+
+    public Object[] getSchemaTypes();
+
+    public IDataSourcePropertiesProvider getPropertiesProvider();
+
+    public void computeFDs(List<LogicalVariable> scanVariables, List<FunctionalDependency> fdList);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourceIndex.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourceIndex.java
new file mode 100644
index 0000000..c2ad95e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourceIndex.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.metadata;
+
+public interface IDataSourceIndex<I, T> {
+    public I getId();
+
+    public IDataSource<T> getDataSource();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourcePropertiesProvider.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourcePropertiesProvider.java
new file mode 100644
index 0000000..e196dd1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IDataSourcePropertiesProvider.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.metadata;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+
+public interface IDataSourcePropertiesProvider {
+    public IPhysicalPropertiesVector computePropertiesVector(List<LogicalVariable> scanVariables);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
new file mode 100644
index 0000000..8466ef9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/metadata/IMetadataProvider.java
@@ -0,0 +1,210 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.metadata;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public interface IMetadataProvider<S, I> {
+    public IDataSource<S> findDataSource(S id) throws AlgebricksException;
+
+    /**
+     * Obs: A scanner may choose to contribute a null
+     * AlgebricksPartitionConstraint and implement
+     * contributeSchedulingConstraints instead.
+     */
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(IDataSource<S> dataSource,
+            List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables, boolean projectPushed,
+            List<LogicalVariable> minFilterVars, List<LogicalVariable> maxFilterVars, IOperatorSchema opSchema,
+            IVariableTypeEnvironment typeEnv, JobGenContext context, JobSpecification jobSpec, Object implConfig)
+                    throws AlgebricksException;
+
+    public boolean scannerOperatorIsLeaf(IDataSource<S> dataSource);
+
+    public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc)
+                    throws AlgebricksException;
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getResultHandleRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc, boolean ordered,
+            JobSpecification spec) throws AlgebricksException;
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, List<LogicalVariable> keys, LogicalVariable payLoadVar,
+            List<LogicalVariable> additionalNonKeyFields, JobGenContext context, JobSpecification jobSpec)
+                    throws AlgebricksException;
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalFilterKeyFields,
+            List<LogicalVariable> additionalNonFilteringFields, RecordDescriptor recordDesc, JobGenContext context,
+            JobSpecification jobSpec, boolean bulkload) throws AlgebricksException;
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalNonKeyFields, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification jobSpec) throws AlgebricksException;
+
+    /**
+     * Creates the insert runtime of IndexInsertDeletePOperator, which models
+     * insert/delete operations into a secondary index.
+     *
+     * @param dataSource
+     *            Target secondary index.
+     * @param propagatedSchema
+     *            Output schema of the insert/delete operator to be created.
+     * @param inputSchemas
+     *            Output schemas of the insert/delete operator to be created.
+     * @param typeEnv
+     *            Type environment of the original IndexInsertDeleteOperator operator.
+     * @param primaryKeys
+     *            Variables for the dataset's primary keys that the dataSource secondary index belongs to.
+     * @param secondaryKeys
+     *            Variables for the secondary-index keys.
+     * @param additionalNonKeyFields
+     *            Additional variables that can be passed to the secondary index as payload.
+     *            This can be useful when creating a second filter on a non-primary and non-secondary
+     *            fields for additional pruning power.
+     * @param filterExpr
+     *            Filtering expression to be pushed inside the runtime op.
+     *            Such a filter may, e.g., exclude NULLs from being inserted/deleted.
+     * @param recordDesc
+     *            Output record descriptor of the runtime op to be created.
+     * @param context
+     *            Job generation context.
+     * @param spec
+     *            Target job specification.
+     * @return
+     *         A Hyracks IOperatorDescriptor and its partition constraint.
+     * @throws AlgebricksException
+     */
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
+            IDataSourceIndex<I, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            List<LogicalVariable> additionalNonKeyFields, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec, boolean bulkload) throws AlgebricksException;
+
+    /**
+     * Creates the delete runtime of IndexInsertDeletePOperator, which models
+     * insert/delete operations into a secondary index.
+     *
+     * @param dataSource
+     *            Target secondary index.
+     * @param propagatedSchema
+     *            Output schema of the insert/delete operator to be created.
+     * @param inputSchemas
+     *            Output schemas of the insert/delete operator to be created.
+     * @param typeEnv
+     *            Type environment of the original IndexInsertDeleteOperator operator.
+     * @param primaryKeys
+     *            Variables for the dataset's primary keys that the dataSource secondary index belongs to.
+     * @param secondaryKeys
+     *            Variables for the secondary-index keys.
+     * @param additionalNonKeyFields
+     *            Additional variables that can be passed to the secondary index as payload.
+     *            This can be useful when creating a second filter on a non-primary and non-secondary
+     *            fields for additional pruning power.
+     * @param filterExpr
+     *            Filtering expression to be pushed inside the runtime op.
+     *            Such a filter may, e.g., exclude NULLs from being inserted/deleted.
+     * @param recordDesc
+     *            Output record descriptor of the runtime op to be created.
+     * @param context
+     *            Job generation context.
+     * @param spec
+     *            Target job specification.
+     * @return
+     *         A Hyracks IOperatorDescriptor and its partition constraint.
+     * @throws AlgebricksException
+     */
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
+            IDataSourceIndex<I, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            List<LogicalVariable> additionalNonKeyFields, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec) throws AlgebricksException;
+
+    /**
+     * Creates the TokenizeOperator for IndexInsertDeletePOperator, which tokenizes
+     * secondary key into [token, number of token] pair in a length-partitioned index.
+     * In case of non length-partitioned index, it tokenizes secondary key into [token].
+     *
+     * @param dataSource
+     *            Target secondary index.
+     * @param propagatedSchema
+     *            Output schema of the insert/delete operator to be created.
+     * @param inputSchemas
+     *            Output schemas of the insert/delete operator to be created.
+     * @param typeEnv
+     *            Type environment of the original IndexInsertDeleteOperator operator.
+     * @param primaryKeys
+     *            Variables for the dataset's primary keys that the dataSource secondary index belongs to.
+     * @param secondaryKeys
+     *            Variables for the secondary-index keys.
+     * @param filterExpr
+     *            Filtering expression to be pushed inside the runtime op.
+     *            Such a filter may, e.g., exclude NULLs from being inserted/deleted.
+     * @param recordDesc
+     *            Output record descriptor of the runtime op to be created.
+     * @param context
+     *            Job generation context.
+     * @param spec
+     *            Target job specification.
+     * @return
+     *         A Hyracks IOperatorDescriptor and its partition constraint.
+     * @throws AlgebricksException
+     */
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getTokenizerRuntime(
+            IDataSourceIndex<I, S> dataSource, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec,
+            boolean bulkload) throws AlgebricksException;
+
+    public IDataSourceIndex<I, S> findDataSourceIndex(I indexId, S dataSourceId) throws AlgebricksException;
+
+    public IFunctionInfo lookupFunction(FunctionIdentifier fid);
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getUpsertRuntime(IDataSource<S> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalFilterFields,
+            List<LogicalVariable> additionalNonFilteringFields, RecordDescriptor recordDesc, JobGenContext context,
+            JobSpecification jobSpec) throws AlgebricksException;
+
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexUpsertRuntime(
+            IDataSourceIndex<I, S> dataSourceIndex, IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            List<LogicalVariable> additionalFilteringKeys, ILogicalExpression filterExpr,
+            List<LogicalVariable> prevSecondaryKeys, LogicalVariable prevAdditionalFilteringKeys,
+            RecordDescriptor inputDesc, JobGenContext context, JobSpecification spec) throws AlgebricksException;
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractAssignOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractAssignOperator.java
new file mode 100644
index 0000000..51040fd
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractAssignOperator.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+
+/**
+ * @author Nicola
+ */
+public abstract class AbstractAssignOperator extends AbstractLogicalOperator {
+    protected final List<LogicalVariable> variables;
+    protected final List<Mutable<ILogicalExpression>> expressions;
+
+    public AbstractAssignOperator() {
+        this.variables = new ArrayList<LogicalVariable>();
+        this.expressions = new ArrayList<Mutable<ILogicalExpression>>();
+    }
+
+    public AbstractAssignOperator(List<LogicalVariable> variables, List<Mutable<ILogicalExpression>> expressions) {
+        this.variables = variables;
+        this.expressions = expressions;
+    }
+
+    public List<LogicalVariable> getVariables() {
+        return variables;
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        schema.addAll(variables);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean modif = false;
+        for (int i = 0; i < expressions.size(); i++) {
+            if (visitor.transform(expressions.get(i))) {
+                modif = true;
+            }
+        }
+        return modif;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractBinaryJoinOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractBinaryJoinOperator.java
new file mode 100644
index 0000000..8e5ce06
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractBinaryJoinOperator.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+
+public abstract class AbstractBinaryJoinOperator extends AbstractLogicalOperator {
+    protected final Mutable<ILogicalExpression> condition;
+    protected JoinKind joinKind;
+
+    public enum JoinKind {
+        INNER,
+        LEFT_OUTER
+    }
+
+    public AbstractBinaryJoinOperator(JoinKind joinKind, Mutable<ILogicalExpression> condition) {
+        this.joinKind = joinKind;
+        this.condition = condition;
+    }
+
+    public AbstractBinaryJoinOperator(JoinKind joinKind, Mutable<ILogicalExpression> condition,
+            Mutable<ILogicalOperator> input1, Mutable<ILogicalOperator> input2) {
+        this(joinKind, condition);
+        inputs.add(input1);
+        inputs.add(input2);
+    }
+
+    public Mutable<ILogicalExpression> getCondition() {
+        return condition;
+    }
+
+    public JoinKind getJoinKind() {
+        return joinKind;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        schema.addAll(inputs.get(1).getValue().getSchema());
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.concat(VariablePropagationPolicy.ALL, VariablePropagationPolicy.ALL);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return visitor.transform(condition);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractDataSourceOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractDataSourceOperator.java
new file mode 100644
index 0000000..788cc40
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractDataSourceOperator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractScanOperator;
+
+import java.util.List;
+
+public abstract class AbstractDataSourceOperator extends AbstractScanOperator {
+    protected IDataSource<?> dataSource;
+
+    public AbstractDataSourceOperator(List<LogicalVariable> variables, IDataSource<?> dataSource) {
+        super(variables);
+        this.dataSource = dataSource;
+    }
+
+    public IDataSource<?> getDataSource() {
+        return dataSource;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractExtensibleLogicalOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractExtensibleLogicalOperator.java
new file mode 100644
index 0000000..dd555e2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractExtensibleLogicalOperator.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+
+/**
+ * @author rico
+ */
+public abstract class AbstractExtensibleLogicalOperator implements IOperatorExtension {
+
+    private AbstractLogicalOperator.ExecutionMode mode = AbstractLogicalOperator.ExecutionMode.UNPARTITIONED;
+    protected List<LogicalVariable> schema;
+    protected IPhysicalOperator physicalOperator;
+
+    @Override
+    public ExecutionMode getExecutionMode() {
+        return mode;
+    }
+
+    @Override
+    public void setExecutionMode(ExecutionMode mode) {
+        this.mode = mode;
+    }
+
+    @Override
+    public void setSchema(List<LogicalVariable> schema) {
+        this.schema = schema;
+    }
+
+    @Override
+    public IPhysicalOperator getPhysicalOperator() {
+        return physicalOperator;
+    }
+
+    @Override
+    public void setPhysicalOperator(IPhysicalOperator physicalOperator) {
+        this.physicalOperator = physicalOperator;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractLogicalOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractLogicalOperator.java
new file mode 100644
index 0000000..61a2353
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractLogicalOperator.java
@@ -0,0 +1,201 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+
+public abstract class AbstractLogicalOperator implements ILogicalOperator {
+
+    /*********************************************************************
+     * UNPARTITIONED, the input data is not partitioned
+     * PARTITIONED, the input data is partitioned, the operator is executed on
+     * each partition and may receive input from other partitions (e.g. if it is
+     * a join or an aggregate)
+     * LOCAL, the input data is partitioned, the operator is executed on each
+     * partition and only processes data from that partition
+     */
+
+    public static enum ExecutionMode {
+        UNPARTITIONED,
+        PARTITIONED,
+        LOCAL
+    }
+
+    private AbstractLogicalOperator.ExecutionMode mode = AbstractLogicalOperator.ExecutionMode.UNPARTITIONED;
+    protected IPhysicalOperator physicalOperator;
+    private final Map<String, Object> annotations = new HashMap<String, Object>();
+    private boolean bJobGenEnabled = true;
+
+    final protected List<Mutable<ILogicalOperator>> inputs;
+    // protected List<LogicalOperatorReference> outputs;
+    protected List<LogicalVariable> schema;
+
+    public AbstractLogicalOperator() {
+        inputs = new ArrayList<Mutable<ILogicalOperator>>();
+    }
+
+    @Override
+    public abstract LogicalOperatorTag getOperatorTag();
+
+    @Override
+    public ExecutionMode getExecutionMode() {
+        return mode;
+    }
+
+    public void setExecutionMode(ExecutionMode mode) {
+        this.mode = mode;
+    }
+
+    @Override
+    public List<LogicalVariable> getSchema() {
+        return schema;
+    }
+
+    public void setSchema(List<LogicalVariable> schema) {
+        if (schema == null) {
+            return;
+        }
+        this.schema = new ArrayList<>();
+        this.schema.addAll(schema);
+    }
+
+    public void setPhysicalOperator(IPhysicalOperator physicalOp) {
+        this.physicalOperator = physicalOp;
+    }
+
+    public IPhysicalOperator getPhysicalOperator() {
+        return physicalOperator;
+    }
+
+    /**
+     * @return for each child, one vector of required physical properties
+     */
+
+    @Override
+    public final PhysicalRequirements getRequiredPhysicalPropertiesForChildren(
+            IPhysicalPropertiesVector requiredProperties, IOptimizationContext context) {
+        return physicalOperator.getRequiredPropertiesForChildren(this, requiredProperties, context);
+    }
+
+    /**
+     * @return the physical properties that this operator delivers, based on
+     *         what its children deliver
+     */
+
+    @Override
+    public final IPhysicalPropertiesVector getDeliveredPhysicalProperties() {
+        return physicalOperator.getDeliveredProperties();
+    }
+
+    @Override
+    public final void computeDeliveredPhysicalProperties(IOptimizationContext context) throws AlgebricksException {
+        physicalOperator.computeDeliveredProperties(this, context);
+    }
+
+    @Override
+    public final List<Mutable<ILogicalOperator>> getInputs() {
+        return inputs;
+    }
+
+    // @Override
+    // public final List<LogicalOperatorReference> getOutputs() {
+    // return outputs;
+    // }
+
+    @Override
+    public final boolean hasInputs() {
+        return !inputs.isEmpty();
+    }
+
+    public boolean hasNestedPlans() {
+        return false;
+    }
+
+    @Override
+    public Map<String, Object> getAnnotations() {
+        return annotations;
+    }
+
+    @Override
+    public void removeAnnotation(String annotationName) {
+        annotations.remove(annotationName);
+    }
+
+    @Override
+    public final void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        if (bJobGenEnabled) {
+            if (physicalOperator == null) {
+                throw new AlgebricksException("Physical operator not set for operator: " + this);
+            }
+            physicalOperator.contributeRuntimeOperator(builder, context, this, propagatedSchema, inputSchemas,
+                    outerPlanSchema);
+        }
+    }
+
+    public void disableJobGen() {
+        bJobGenEnabled = false;
+    }
+
+    public boolean isJobGenEnabled() {
+        return bJobGenEnabled;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeInputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    protected PropagatingTypeEnvironment createPropagatingAllInputsTypeEnvironment(ITypingContext ctx) {
+        int n = inputs.size();
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[n];
+        for (int i = 0; i < n; i++) {
+            envPointers[i] = new OpRefTypeEnvPointer(inputs.get(i), ctx);
+        }
+        return new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(), ctx.getNullableTypeComputer(),
+                ctx.getMetadataProvider(), TypePropagationPolicy.ALL, envPointers);
+    }
+
+    @Override
+    public boolean requiresVariableReferenceExpressions() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractOperatorWithNestedPlans.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractOperatorWithNestedPlans.java
new file mode 100644
index 0000000..167c022
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractOperatorWithNestedPlans.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public abstract class AbstractOperatorWithNestedPlans extends AbstractLogicalOperator {
+    protected final List<ILogicalPlan> nestedPlans;
+
+    public AbstractOperatorWithNestedPlans() {
+        nestedPlans = new ArrayList<ILogicalPlan>();
+    }
+
+    public AbstractOperatorWithNestedPlans(List<ILogicalPlan> nestedPlans) {
+        this.nestedPlans = nestedPlans;
+    }
+
+    public List<ILogicalPlan> getNestedPlans() {
+        return nestedPlans;
+    }
+
+    @Override
+    public boolean hasNestedPlans() {
+        return true;
+    }
+
+    public LinkedList<Mutable<ILogicalOperator>> allRootsInReverseOrder() {
+        LinkedList<Mutable<ILogicalOperator>> allRoots = new LinkedList<Mutable<ILogicalOperator>>();
+        for (ILogicalPlan p : nestedPlans) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                allRoots.addFirst(r);
+            }
+        }
+        return allRoots;
+    }
+
+    //
+    // @Override
+    // public void computeConstraintsAndEquivClasses() {
+    // for (ILogicalPlan p : nestedPlans) {
+    // for (LogicalOperatorReference r : p.getRoots()) {
+    // AbstractLogicalOperator op = (AbstractLogicalOperator) r.getOperator();
+    // equivalenceClasses.putAll(op.getEquivalenceClasses());
+    // functionalDependencies.addAll(op.getFDs());
+    // }
+    // }
+    // }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        for (ILogicalPlan p : nestedPlans) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                schema.addAll(r.getValue().getSchema());
+            }
+        }
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    public abstract void getUsedVariablesExceptNestedPlans(Collection<LogicalVariable> vars);
+
+    public abstract void getProducedVariablesExceptNestedPlans(Collection<LogicalVariable> vars);
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractScanOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractScanOperator.java
new file mode 100644
index 0000000..9cd7138
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractScanOperator.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+
+public abstract class AbstractScanOperator extends AbstractLogicalOperator {
+    protected List<LogicalVariable> variables;
+
+    public AbstractScanOperator(List<LogicalVariable> variables) {
+        this.variables = variables;
+    }
+
+    public List<LogicalVariable> getVariables() {
+        return variables;
+    }
+
+    public void setVariables(List<LogicalVariable> variables) {
+        this.variables = variables;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        schema.addAll(variables);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                if (sources.length > 0) {
+                    target.addAllVariables(sources[0]);
+                }
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestMapOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestMapOperator.java
new file mode 100644
index 0000000..8a2981d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestMapOperator.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+
+public abstract class AbstractUnnestMapOperator extends AbstractUnnestOperator {
+
+    protected final Mutable<ILogicalExpression> expression;
+    protected final List<Object> variableTypes;
+    protected boolean propagateInput;
+    protected List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+    protected List<LogicalVariable> minFilterVars;
+    protected List<LogicalVariable> maxFilterVars;
+
+    public AbstractUnnestMapOperator(List<LogicalVariable> variables, Mutable<ILogicalExpression> expression,
+            List<Object> variableTypes, boolean propagateInput) {
+        super(variables, expression);
+        this.expression = expression;
+        this.variableTypes = variableTypes;
+        this.propagateInput = propagateInput;
+    }
+
+    public List<Object> getVariableTypes() {
+        return variableTypes;
+    }
+
+    /**
+     * If propagateInput is true, then propagates the input variables.
+     */
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                if (propagateInput) {
+                    target.addAllVariables(sources[0]);
+                }
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+    }
+
+    public boolean propagatesInput() {
+        return propagateInput;
+    }
+
+    public void setPropagatesInput(boolean propagateInput) {
+        this.propagateInput = propagateInput;
+    }
+
+    public List<LogicalVariable> getMinFilterVars() {
+        return minFilterVars;
+    }
+
+    public void setMinFilterVars(List<LogicalVariable> minFilterVars) {
+        this.minFilterVars = minFilterVars;
+    }
+
+    public List<LogicalVariable> getMaxFilterVars() {
+        return maxFilterVars;
+    }
+
+    public void setMaxFilterVars(List<LogicalVariable> maxFilterVars) {
+        this.maxFilterVars = maxFilterVars;
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestNonMapOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestNonMapOperator.java
new file mode 100644
index 0000000..c04957c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestNonMapOperator.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingPositionWriter;
+
+public abstract class AbstractUnnestNonMapOperator extends AbstractUnnestOperator {
+
+    protected LogicalVariable positionalVariable;
+
+    /**
+     * Used to set the position offset for positional variable
+     */
+    protected ILogicalExpression positionOffsetExpr;
+
+    /**
+     * Specify the writer of the positional variable
+     */
+    protected IUnnestingPositionWriter positionWriter;
+
+    /**
+     * Specify the type of the positional variable
+     */
+    protected Object positionalVariableType;
+
+    public AbstractUnnestNonMapOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression) {
+        super(makeSingletonList(variable), expression);
+    }
+
+    public AbstractUnnestNonMapOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression,
+            LogicalVariable positionalVariable, Object positionalVariableType,
+            IUnnestingPositionWriter positionWriter) {
+        this(variable, expression);
+        this.setPositionalVariable(positionalVariable);
+        this.setPositionalVariableType(positionalVariableType);
+        this.setPositionWriter(positionWriter);
+    }
+
+    public LogicalVariable getVariable() {
+        return variables.get(0);
+    }
+
+    public void setPositionalVariable(LogicalVariable positionalVariable) {
+        this.positionalVariable = positionalVariable;
+    }
+
+    public LogicalVariable getPositionalVariable() {
+        return positionalVariable;
+    }
+
+    public void setPositionWriter(IUnnestingPositionWriter positionWriter) {
+        this.positionWriter = positionWriter;
+    }
+
+    public IUnnestingPositionWriter getPositionWriter() {
+        return positionalVariable != null ? positionWriter : null;
+    }
+
+    public void setPositionalVariableType(Object positionalVariableType) {
+        this.positionalVariableType = positionalVariableType;
+    }
+
+    public Object getPositionalVariableType() {
+        return positionalVariableType;
+    }
+
+    public void setPositionOffsetExpr(ILogicalExpression posOffsetExpr) {
+        this.positionOffsetExpr = posOffsetExpr;
+    }
+
+    public ILogicalExpression getPositionOffsetExpr() {
+        return this.positionOffsetExpr;
+    }
+
+    protected static <E> ArrayList<E> makeSingletonList(E item) {
+        ArrayList<E> array = new ArrayList<E>(1);
+        array.add(item);
+        return array;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                if (sources.length > 0) {
+                    target.addAllVariables(sources[0]);
+                }
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+                if (positionalVariable != null) {
+                    target.addVariable(positionalVariable);
+                }
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestOperator.java
new file mode 100644
index 0000000..9f528bd
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AbstractUnnestOperator.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+
+public abstract class AbstractUnnestOperator extends AbstractScanOperator {
+
+    protected final Mutable<ILogicalExpression> expression;
+
+    public AbstractUnnestOperator(List<LogicalVariable> variables, Mutable<ILogicalExpression> expression) {
+        super(variables);
+        this.expression = expression;
+    }
+
+    public Mutable<ILogicalExpression> getExpressionRef() {
+        return expression;
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return visitor.transform(expression);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AggregateOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AggregateOperator.java
new file mode 100644
index 0000000..c58dd67
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AggregateOperator.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.NonPropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class AggregateOperator extends AbstractAssignOperator {
+
+    // private ArrayList<AggregateFunctionCallExpression> expressions;
+    // TODO type safe list of expressions
+    private List<Mutable<ILogicalExpression>> mergeExpressions;
+    private boolean global;
+
+    public AggregateOperator(List<LogicalVariable> variables, List<Mutable<ILogicalExpression>> expressions) {
+        super(variables, expressions);
+        global = true;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.AGGREGATE;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitAggregateOperator(this, arg);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(variables);
+    }
+
+    public void setMergeExpressions(List<Mutable<ILogicalExpression>> merges) {
+        mergeExpressions = merges;
+    }
+
+    public List<Mutable<ILogicalExpression>> getMergeExpressions() {
+        return mergeExpressions;
+    }
+
+    public void setGlobal(boolean global) {
+        this.global = global;
+    }
+
+    public boolean isGlobal() {
+        return global;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = new NonPropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getMetadataProvider());
+        IVariableTypeEnvironment env2 = ctx.getOutputTypeEnvironment(inputs.get(0).getValue());
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            Object t = ctx.getExpressionTypeComputer().getType(expressions.get(i).getValue(),
+                    ctx.getMetadataProvider(), env2);
+            env.setVarType(variables.get(i), t);
+        }
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AssignOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AssignOperator.java
new file mode 100644
index 0000000..f491028
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/AssignOperator.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * It corresponds to the Map operator in other algebras.
+ *
+ * @author Nicola
+ */
+
+public class AssignOperator extends AbstractAssignOperator {
+
+    private LocalOrderProperty explicitOrderingProperty;
+
+    public AssignOperator(List<LogicalVariable> vars, List<Mutable<ILogicalExpression>> exprs) {
+        super(vars, exprs);
+    }
+
+    public AssignOperator(LogicalVariable var, Mutable<ILogicalExpression> expr) {
+        this.variables.add(var);
+        this.expressions.add(expr);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.ASSIGN;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitAssignOperator(this, arg);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                target.addAllVariables(sources[0]);
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            env.setVarType(variables.get(i), ctx.getExpressionTypeComputer().getType(expressions.get(i).getValue(),
+                    ctx.getMetadataProvider(), env));
+            if (expressions.get(i).getValue().getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                LogicalVariable var = ((VariableReferenceExpression) expressions.get(i).getValue())
+                        .getVariableReference();
+                for (List<LogicalVariable> list : env.getCorrelatedNullableVariableLists()) {
+                    if (list.contains(var)) {
+                        list.add(variables.get(i));
+                    }
+                }
+            }
+        }
+        return env;
+    }
+
+    @Override
+    public boolean requiresVariableReferenceExpressions() {
+        return false;
+    }
+
+    public LocalOrderProperty getExplicitOrderingProperty() {
+        return explicitOrderingProperty;
+    }
+
+    public void setExplicitOrderingProperty(LocalOrderProperty explicitOrderingProperty) {
+        this.explicitOrderingProperty = explicitOrderingProperty;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DataSourceScanOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DataSourceScanOperator.java
new file mode 100644
index 0000000..2511fa9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DataSourceScanOperator.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class DataSourceScanOperator extends AbstractDataSourceOperator {
+    private List<LogicalVariable> projectVars;
+
+    private boolean projectPushed = false;
+
+    private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+    private List<LogicalVariable> minFilterVars;
+    private List<LogicalVariable> maxFilterVars;
+
+    public DataSourceScanOperator(List<LogicalVariable> variables, IDataSource<?> dataSource) {
+        super(variables, dataSource);
+        projectVars = new ArrayList<LogicalVariable>();
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.DATASOURCESCAN;
+    }
+
+    @Override
+    public <R, S> R accept(ILogicalOperatorVisitor<R, S> visitor, S arg) throws AlgebricksException {
+        return visitor.visitDataScanOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    public void addProjectVariables(Collection<LogicalVariable> vars) {
+        projectVars.addAll(vars);
+        projectPushed = true;
+    }
+
+    public List<LogicalVariable> getProjectVariables() {
+        return projectVars;
+    }
+
+    public boolean isProjectPushed() {
+        return projectPushed;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                if (sources.length > 0) {
+                    target.addAllVariables(sources[0]);
+                }
+                List<LogicalVariable> outputVariables = projectPushed ? projectVars : variables;
+                for (LogicalVariable v : outputVariables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        Object[] types = dataSource.getSchemaTypes();
+        int i = 0;
+        for (LogicalVariable v : variables) {
+            env.setVarType(v, types[i]);
+            ++i;
+        }
+        return env;
+    }
+
+    public List<LogicalVariable> getMinFilterVars() {
+        return minFilterVars;
+    }
+
+    public void setMinFilterVars(List<LogicalVariable> minFilterVars) {
+        this.minFilterVars = minFilterVars;
+    }
+
+    public List<LogicalVariable> getMaxFilterVars() {
+        return maxFilterVars;
+    }
+
+    public void setMaxFilterVars(List<LogicalVariable> maxFilterVars) {
+        this.maxFilterVars = maxFilterVars;
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistinctOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistinctOperator.java
new file mode 100644
index 0000000..205099f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistinctOperator.java
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class DistinctOperator extends AbstractLogicalOperator {
+    private final List<Mutable<ILogicalExpression>> expressions;
+
+    public DistinctOperator(List<Mutable<ILogicalExpression>> expressions) {
+        this.expressions = expressions;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.DISTINCT;
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(this.getDistinctByVarList());
+        List<LogicalVariable> inputSchema = inputs.get(0).getValue().getSchema();
+        for (LogicalVariable var : inputSchema) {
+            if (!schema.contains(var)) {
+                schema.add(var);
+            }
+        }
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                /** make sure distinct key vars laid-out first */
+                for (LogicalVariable keyVar : getDistinctByVarList()) {
+                    target.addVariable(keyVar);
+                }
+                /** add other source vars */
+                for (IOperatorSchema srcSchema : sources) {
+                    for (LogicalVariable srcVar : srcSchema)
+                        if (target.findVariable(srcVar) < 0) {
+                            target.addVariable(srcVar);
+                        }
+                }
+            }
+        };
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean changed = false;
+        for (Mutable<ILogicalExpression> e : expressions) {
+            if (visitor.transform(e)) {
+                changed = true;
+            }
+        }
+        return changed;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitDistinctOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    public List<LogicalVariable> getDistinctByVarList() {
+        List<LogicalVariable> varList = new ArrayList<LogicalVariable>(expressions.size());
+        for (Mutable<ILogicalExpression> eRef : expressions) {
+            ILogicalExpression e = eRef.getValue();
+            if (e.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) e;
+                varList.add(v.getVariableReference());
+            }
+        }
+        return varList;
+    }
+
+    public boolean isDistinctByVar(LogicalVariable var) {
+        for (Mutable<ILogicalExpression> eRef : expressions) {
+            ILogicalExpression e = eRef.getValue();
+            if (e.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) e;
+                if (v.getVariableReference() == var) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java
new file mode 100644
index 0000000..259df08
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/DistributeResultOperator.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class DistributeResultOperator extends AbstractLogicalOperator {
+    private List<Mutable<ILogicalExpression>> expressions;
+    private IDataSink dataSink;
+
+    public DistributeResultOperator(List<Mutable<ILogicalExpression>> expressions, IDataSink dataSink) {
+        this.expressions = expressions;
+        this.dataSink = dataSink;
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    public IDataSink getDataSink() {
+        return dataSink;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.DISTRIBUTE_RESULT;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitDistributeResultOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean modif = false;
+        for (int i = 0; i < expressions.size(); i++) {
+            boolean b = visitor.transform(expressions.get(i));
+            if (b) {
+                modif = true;
+            }
+        }
+        return modif;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false; // actually depends on the physical op.
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java
new file mode 100644
index 0000000..1af0ce4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/EmptyTupleSourceOperator.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class EmptyTupleSourceOperator extends AbstractLogicalOperator {
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.EMPTYTUPLESOURCE;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.NONE;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) {
+        // do nothing
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitEmptyTupleSourceOperator(this, arg);
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(final ITypingContext ctx) throws AlgebricksException {
+        return new IVariableTypeEnvironment() {
+
+            @Override
+            public void setVarType(LogicalVariable var, Object type) {
+                throw new IllegalStateException();
+            }
+
+            @Override
+            public Object getVarType(LogicalVariable var) throws AlgebricksException {
+                return null;
+            }
+
+            @Override
+            public Object getType(ILogicalExpression expr) throws AlgebricksException {
+                return ctx.getExpressionTypeComputer().getType(expr, ctx.getMetadataProvider(), this);
+            }
+
+            @Override
+            public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+                    List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+                return null;
+            }
+
+            @Override
+            public boolean substituteProducedVariable(LogicalVariable v1, LogicalVariable v2)
+                    throws AlgebricksException {
+                return false;
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExchangeOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExchangeOperator.java
new file mode 100644
index 0000000..3ee8a99
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExchangeOperator.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class ExchangeOperator extends AbstractLogicalOperator {
+
+    public ExchangeOperator() {
+        super();
+        setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitExchangeOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) {
+        // do nothing
+        return false;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.EXCHANGE;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        AbstractLogicalOperator cld = (AbstractLogicalOperator) inputs.get(0).getValue();
+        OperatorPropertiesUtil.computeSchemaRecIfNull(cld);
+        List<LogicalVariable> inputSchema = inputs.get(0).getValue().getSchema();
+        schema = new ArrayList<LogicalVariable>(inputSchema);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExtensionOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExtensionOperator.java
new file mode 100644
index 0000000..d2f7715
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ExtensionOperator.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * @author rico
+ */
+public class ExtensionOperator extends AbstractLogicalOperator {
+
+    private IOperatorExtension delegate;
+
+    public ExtensionOperator(IOperatorExtension delegate) {
+        super();
+        if (delegate == null) {
+            throw new IllegalArgumentException("delegate cannot be null!");
+        }
+        this.delegate = delegate;
+        setExecutionMode(delegate.getExecutionMode());
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>(inputs.get(0).getValue().getSchema());
+        delegate.setSchema(schema);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform) throws AlgebricksException {
+        return delegate.acceptExpressionTransform(transform);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitExtensionOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return this.delegate.isMap();
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return this.createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.EXTENSION_OPERATOR;
+    }
+
+    public IOperatorExtension getNewInstanceOfDelegateOperator() {
+        return delegate.newInstance();
+    }
+
+    @Override
+    public List<LogicalVariable> getSchema() {
+        return this.schema;
+    }
+
+    @Override
+    public ExecutionMode getExecutionMode() {
+        return delegate.getExecutionMode();
+    }
+
+    @Override
+    public void setExecutionMode(ExecutionMode mode) {
+        delegate.setExecutionMode(mode);
+    }
+
+    @Override
+    public IPhysicalOperator getPhysicalOperator() {
+        return delegate.getPhysicalOperator();
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeInputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return this.createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    @Override
+    public String toString() {
+        return delegate.toString();
+    }
+
+    public IOperatorExtension getDelegate() {
+        return delegate;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/GroupByOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/GroupByOperator.java
new file mode 100644
index 0000000..1d26148
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/GroupByOperator.java
@@ -0,0 +1,288 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class GroupByOperator extends AbstractOperatorWithNestedPlans {
+    // If the LogicalVariable in a pair is null, it means that the GroupBy is
+    // only grouping by the expression, without producing a new variable.
+    private final List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gByList;
+    private final List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> decorList;
+
+    // In decorList, if the variable (first member of the pair) is null, the
+    // second member of the pair is variable reference which is propagated.
+
+    public GroupByOperator() {
+        super();
+        gByList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+        decorList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+    }
+
+    public GroupByOperator(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> groupByList,
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> decorList, List<ILogicalPlan> nestedPlans) {
+        super(nestedPlans);
+        this.decorList = decorList;
+        this.gByList = groupByList;
+    }
+
+    public void addGbyExpression(LogicalVariable variable, ILogicalExpression expression) {
+        this.gByList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(variable,
+                new MutableObject<ILogicalExpression>(expression)));
+    }
+
+    public void addDecorExpression(LogicalVariable variable, ILogicalExpression expression) {
+        this.decorList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(variable,
+                new MutableObject<ILogicalExpression>(expression)));
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.GROUP;
+    }
+
+    public List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> getGroupByList() {
+        return gByList;
+    }
+
+    public String gByListToString() {
+        return veListToString(gByList);
+    }
+
+    public String decorListToString() {
+        return veListToString(decorList);
+    }
+
+    public List<LogicalVariable> getGbyVarList() {
+        List<LogicalVariable> varList = new ArrayList<LogicalVariable>(gByList.size());
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : gByList) {
+            ILogicalExpression expr = ve.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                varList.add(v.getVariableReference());
+            }
+        }
+        return varList;
+    }
+
+    public List<LogicalVariable> getProducedGbyVarList() {
+        List<LogicalVariable> varList = new ArrayList<LogicalVariable>(gByList.size());
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : gByList) {
+            varList.add(ve.first);
+        }
+        return varList;
+    }
+
+    public static String veListToString(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> vePairList) {
+        StringBuilder sb = new StringBuilder();
+        sb.append("[");
+        boolean fst = true;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : vePairList) {
+            if (fst) {
+                fst = false;
+            } else {
+                sb.append("; ");
+            }
+            if (ve.first != null) {
+                sb.append(ve.first + " := " + ve.second);
+            } else {
+                sb.append(ve.second.getValue());
+            }
+        }
+        sb.append("]");
+        return sb.toString();
+    }
+
+    @Override
+    public void recomputeSchema() {
+        super.recomputeSchema();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            schema.add(p.first);
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : decorList) {
+            schema.add(getDecorVariable(p));
+        }
+    }
+
+    @Override
+    public void getProducedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        // super.getProducedVariables(vars);
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            if (p.first != null) {
+                vars.add(p.first);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : decorList) {
+            if (p.first != null) {
+                vars.add(p.first);
+            }
+        }
+    }
+
+    @Override
+    public void getUsedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> g : gByList) {
+            g.second.getValue().getUsedVariables(vars);
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> g : decorList) {
+            g.second.getValue().getUsedVariables(vars);
+        }
+        // super.getUsedVariables(vars);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+                    ILogicalExpression expr = p.second.getValue();
+                    if (p.first != null) {
+                        target.addVariable(p.first);
+                    } else {
+                        if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                            throw new AlgebricksException("hash group-by expects variable references.");
+                        }
+                        VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                        target.addVariable(v.getVariableReference());
+                    }
+                }
+                for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : decorList) {
+                    ILogicalExpression expr = p.second.getValue();
+                    if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                        throw new AlgebricksException("pre-sorted group-by expects variable references.");
+                    }
+                    VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                    LogicalVariable decor = v.getVariableReference();
+                    if (p.first != null) {
+                        target.addVariable(p.first);
+                    } else {
+                        target.addVariable(decor);
+                    }
+                }
+
+            }
+        };
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = false;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            if (visitor.transform(p.second)) {
+                b = true;
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : decorList) {
+            if (visitor.transform(p.second)) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitGroupByOperator(this, arg);
+    }
+
+    public static LogicalVariable getDecorVariable(Pair<LogicalVariable, Mutable<ILogicalExpression>> p) {
+        if (p.first != null) {
+            return p.first;
+        } else {
+            VariableReferenceExpression e = (VariableReferenceExpression) p.second.getValue();
+            return e.getVariableReference();
+        }
+    }
+
+    public List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> getDecorList() {
+        return decorList;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        int n = 0;
+        for (ILogicalPlan p : nestedPlans) {
+            n += p.getRoots().size();
+        }
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[n];
+        int i = 0;
+        for (ILogicalPlan p : nestedPlans) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                envPointers[i] = new OpRefTypeEnvPointer(r, ctx);
+                i++;
+            }
+        }
+        IVariableTypeEnvironment env = new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getNullableTypeComputer(), ctx.getMetadataProvider(), TypePropagationPolicy.ALL, envPointers);
+        ILogicalOperator child = inputs.get(0).getValue();
+        IVariableTypeEnvironment env2 = ctx.getOutputTypeEnvironment(child);
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : getGroupByList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (p.first != null) {
+                env.setVarType(p.first, env2.getType(expr));
+                if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                    LogicalVariable v1 = ((VariableReferenceExpression) expr).getVariableReference();
+                    env.setVarType(v1, env2.getVarType(v1));
+                }
+            } else {
+                VariableReferenceExpression vre = (VariableReferenceExpression) p.second.getValue();
+                LogicalVariable v2 = vre.getVariableReference();
+                env.setVarType(v2, env2.getVarType(v2));
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : getDecorList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (p.first != null) {
+                env.setVarType(p.first, env2.getType(expr));
+            } else {
+                VariableReferenceExpression vre = (VariableReferenceExpression) p.second.getValue();
+                LogicalVariable v2 = vre.getVariableReference();
+                env.setVarType(v2, env2.getVarType(v2));
+            }
+        }
+        return env;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorExtension.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorExtension.java
new file mode 100644
index 0000000..e61d9a2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorExtension.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+
+/**
+ * @author rico
+ */
+public interface IOperatorExtension {
+
+    void setExecutionMode(ExecutionMode mode);
+
+    boolean isMap();
+
+    public IOperatorExtension newInstance();
+
+    boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform) throws AlgebricksException;
+
+    void setSchema(List<LogicalVariable> schema);
+
+    IPhysicalOperator getPhysicalOperator();
+
+    void setPhysicalOperator(IPhysicalOperator physicalOperator);
+
+    ExecutionMode getExecutionMode();
+
+    public void getUsedVariables(Collection<LogicalVariable> usedVars);
+
+    public void getProducedVariables(Collection<LogicalVariable> producedVars);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorSchema.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorSchema.java
new file mode 100644
index 0000000..28a8499
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IOperatorSchema.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IOperatorSchema extends Iterable<LogicalVariable> {
+    public void addAllVariables(IOperatorSchema source);
+
+    public void addAllNewVariables(IOperatorSchema source);
+
+    public int addVariable(LogicalVariable var);
+
+    public int findVariable(LogicalVariable var);
+
+    public LogicalVariable getVariable(int index);
+
+    public int getSize();
+
+    public void clear();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java
new file mode 100644
index 0000000..c06cc18
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IndexInsertDeleteUpsertOperator.java
@@ -0,0 +1,184 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class IndexInsertDeleteUpsertOperator extends AbstractLogicalOperator {
+
+    private final IDataSourceIndex<?, ?> dataSourceIndex;
+    private final List<Mutable<ILogicalExpression>> primaryKeyExprs;
+    // In the bulk-load case on ngram or keyword index,
+    // it contains [token, number of token] or [token].
+    // Otherwise, it contains secondary key information.
+    private final List<Mutable<ILogicalExpression>> secondaryKeyExprs;
+    private final Mutable<ILogicalExpression> filterExpr;
+    private final Kind operation;
+    private final boolean bulkload;
+    private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+    // used for upsert operations
+    private List<Mutable<ILogicalExpression>> prevSecondaryKeyExprs;
+    private Mutable<ILogicalExpression> prevAdditionalFilteringExpression;
+
+    public IndexInsertDeleteUpsertOperator(IDataSourceIndex<?, ?> dataSourceIndex,
+            List<Mutable<ILogicalExpression>> primaryKeyExprs, List<Mutable<ILogicalExpression>> secondaryKeyExprs,
+            Mutable<ILogicalExpression> filterExpr, Kind operation, boolean bulkload) {
+        this.dataSourceIndex = dataSourceIndex;
+        this.primaryKeyExprs = primaryKeyExprs;
+        this.secondaryKeyExprs = secondaryKeyExprs;
+        this.filterExpr = filterExpr;
+        this.operation = operation;
+        this.bulkload = bulkload;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = false;
+        // Primary
+        for (int i = 0; i < primaryKeyExprs.size(); i++) {
+            if (visitor.transform(primaryKeyExprs.get(i))) {
+                b = true;
+            }
+        }
+        // Secondary
+        for (int i = 0; i < secondaryKeyExprs.size(); i++) {
+            if (visitor.transform(secondaryKeyExprs.get(i))) {
+                b = true;
+            }
+        }
+        // Additional Filtering <For upsert>
+        if (additionalFilteringExpressions != null) {
+            for (int i = 0; i < additionalFilteringExpressions.size(); i++) {
+                if (visitor.transform(additionalFilteringExpressions.get(i))) {
+                    b = true;
+                }
+            }
+        }
+        // Old secondary <For upsert>
+        if (prevSecondaryKeyExprs != null) {
+            for (int i = 0; i < prevSecondaryKeyExprs.size(); i++) {
+                if (visitor.transform(prevSecondaryKeyExprs.get(i))) {
+                    b = true;
+                }
+            }
+        }
+        // Old Filtering <For upsert>
+        if (prevAdditionalFilteringExpression != null) {
+            visitor.transform(prevAdditionalFilteringExpression);
+        }
+        return b;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitIndexInsertDeleteUpsertOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.INDEX_INSERT_DELETE_UPSERT;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    public List<Mutable<ILogicalExpression>> getPrimaryKeyExpressions() {
+        return primaryKeyExprs;
+    }
+
+    public IDataSourceIndex<?, ?> getDataSourceIndex() {
+        return dataSourceIndex;
+    }
+
+    public String getIndexName() {
+        return dataSourceIndex.getId().toString();
+    }
+
+    public List<Mutable<ILogicalExpression>> getSecondaryKeyExpressions() {
+        return secondaryKeyExprs;
+    }
+
+    public Mutable<ILogicalExpression> getFilterExpression() {
+        return filterExpr;
+    }
+
+    public Kind getOperation() {
+        return operation;
+    }
+
+    public boolean isBulkload() {
+        return bulkload;
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getPrevSecondaryKeyExprs() {
+        return prevSecondaryKeyExprs;
+    }
+
+    public void setPrevSecondaryKeyExprs(List<Mutable<ILogicalExpression>> prevSecondaryKeyExprs) {
+        this.prevSecondaryKeyExprs = prevSecondaryKeyExprs;
+    }
+
+    public Mutable<ILogicalExpression> getPrevAdditionalFilteringExpression() {
+        return prevAdditionalFilteringExpression;
+    }
+
+    public void setPrevAdditionalFilteringExpression(Mutable<ILogicalExpression> prevAdditionalFilteringExpression) {
+        this.prevAdditionalFilteringExpression = prevAdditionalFilteringExpression;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InnerJoinOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InnerJoinOperator.java
new file mode 100644
index 0000000..a6055cb
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InnerJoinOperator.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class InnerJoinOperator extends AbstractBinaryJoinOperator {
+
+    public InnerJoinOperator(Mutable<ILogicalExpression> condition) {
+        super(JoinKind.INNER, condition);
+    }
+
+    public InnerJoinOperator(Mutable<ILogicalExpression> condition, Mutable<ILogicalOperator> input1,
+            Mutable<ILogicalOperator> input2) {
+        super(JoinKind.INNER, condition, input1, input2);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.INNERJOIN;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitInnerJoinOperator(this, arg);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java
new file mode 100644
index 0000000..6a74eb9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/InsertDeleteUpsertOperator.java
@@ -0,0 +1,227 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class InsertDeleteUpsertOperator extends AbstractLogicalOperator {
+
+    public enum Kind {
+        INSERT,
+        DELETE,
+        UPSERT
+    }
+
+    private final IDataSource<?> dataSource;
+    private final Mutable<ILogicalExpression> payloadExpr;
+    private final List<Mutable<ILogicalExpression>> primaryKeyExprs;
+    private final Kind operation;
+    private final boolean bulkload;
+    private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+    private final List<Mutable<ILogicalExpression>> additionalNonFilteringExpressions;
+    // previous record (for UPSERT)
+    private LogicalVariable prevRecordVar;
+    private Object prevRecordType;
+    // previous filter (for UPSERT)
+    private LogicalVariable prevFilterVar;
+    private Object prevFilterType;
+
+    public InsertDeleteUpsertOperator(IDataSource<?> dataSource, Mutable<ILogicalExpression> payloadExpr,
+            List<Mutable<ILogicalExpression>> primaryKeyExprs,
+            List<Mutable<ILogicalExpression>> additionalNonFilteringExpressions, Kind operation, boolean bulkload) {
+        this.dataSource = dataSource;
+        this.payloadExpr = payloadExpr;
+        this.primaryKeyExprs = primaryKeyExprs;
+        this.operation = operation;
+        this.bulkload = bulkload;
+        this.additionalNonFilteringExpressions = additionalNonFilteringExpressions;
+    }
+
+    public InsertDeleteUpsertOperator(IDataSource<?> dataSource, Mutable<ILogicalExpression> payloadExpr,
+            List<Mutable<ILogicalExpression>> primaryKeyExprs, Kind operation, boolean bulkload) {
+        this.dataSource = dataSource;
+        this.payloadExpr = payloadExpr;
+        this.primaryKeyExprs = primaryKeyExprs;
+        this.operation = operation;
+        this.bulkload = bulkload;
+        this.additionalNonFilteringExpressions = null;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        if (operation == Kind.UPSERT) {
+            // The upsert case also produces the previous record
+            schema.add(prevRecordVar);
+            if (prevFilterVar != null) {
+                schema.add(prevFilterVar);
+            }
+        }
+    }
+
+    public void getProducedVariables(Collection<LogicalVariable> producedVariables) {
+        if (prevRecordVar != null) {
+            producedVariables.add(prevRecordVar);
+        }
+        if (prevFilterVar != null) {
+            producedVariables.add(prevFilterVar);
+        }
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform)
+            throws AlgebricksException {
+        boolean changed = false;
+        changed = transform.transform(payloadExpr);
+        for (Mutable<ILogicalExpression> e : primaryKeyExprs) {
+            changed |= transform.transform(e);
+        }
+        if (additionalFilteringExpressions != null) {
+            for (Mutable<ILogicalExpression> e : additionalFilteringExpressions) {
+                changed |= transform.transform(e);
+            }
+        }
+        if (additionalNonFilteringExpressions != null) {
+            for (Mutable<ILogicalExpression> e : additionalNonFilteringExpressions) {
+                changed |= transform.transform(e);
+            }
+        }
+        return changed;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitInsertDeleteUpsertOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                target.addAllVariables(sources[0]);
+                if (operation == Kind.UPSERT) {
+                    target.addVariable(prevRecordVar);
+                    if (prevFilterVar != null) {
+                        target.addVariable(prevFilterVar);
+                    }
+                }
+            }
+        };
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.INSERT_DELETE_UPSERT;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        if (operation == Kind.UPSERT) {
+            env.setVarType(prevRecordVar, prevRecordType);
+            if (prevFilterVar != null) {
+                env.setVarType(prevFilterVar, prevFilterType);
+            }
+        }
+        return env;
+    }
+
+    public List<Mutable<ILogicalExpression>> getPrimaryKeyExpressions() {
+        return primaryKeyExprs;
+    }
+
+    public IDataSource<?> getDataSource() {
+        return dataSource;
+    }
+
+    public Mutable<ILogicalExpression> getPayloadExpression() {
+        return payloadExpr;
+    }
+
+    public Kind getOperation() {
+        return operation;
+    }
+
+    public boolean isBulkload() {
+        return bulkload;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalNonFilteringExpressions() {
+        return additionalNonFilteringExpressions;
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+
+    public LogicalVariable getPrevRecordVar() {
+        return prevRecordVar;
+    }
+
+    public void setPrevRecordVar(LogicalVariable prevRecordVar) {
+        this.prevRecordVar = prevRecordVar;
+    }
+
+    public void setPrevRecordType(Object recordType) {
+        prevRecordType = recordType;
+    }
+
+    public LogicalVariable getPrevFilterVar() {
+        return prevFilterVar;
+    }
+
+    public void setPrevFilterVar(LogicalVariable prevFilterVar) {
+        this.prevFilterVar = prevFilterVar;
+    }
+
+    public Object getPrevFilterType() {
+        return prevFilterType;
+    }
+
+    public void setPrevFilterType(Object prevFilterType) {
+        this.prevFilterType = prevFilterType;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IntersectOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IntersectOperator.java
new file mode 100644
index 0000000..e64be2b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/IntersectOperator.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.FilteredVariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.NonPropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public class IntersectOperator extends AbstractLogicalOperator {
+
+    private final List<List<LogicalVariable>> inputVars;
+    private final List<LogicalVariable> outputVars;
+
+    public IntersectOperator(List<LogicalVariable> outputVars, List<List<LogicalVariable>> inputVars)
+            throws AlgebricksException {
+        if (outputVars.size() != inputVars.get(0).size()) {
+            throw new AlgebricksException("The number of output variables is different with the input variable number");
+        }
+        if (inputVars.stream().anyMatch(vlist -> vlist.size() != outputVars.size())) {
+            throw new AlgebricksException("The schemas of input variables are not consistent");
+        }
+        this.outputVars = outputVars;
+        this.inputVars = inputVars;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.INTERSECT;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = outputVars;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitIntersectOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new FilteredVariablePropagationPolicy(outputVars);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment typeEnv = ctx.getOutputTypeEnvironment(inputs.get(0).getValue());
+
+        for (int i = 1; i < inputs.size(); i++) {
+            checkTypeConsistency(typeEnv, inputVars.get(0), ctx.getOutputTypeEnvironment(inputs.get(i).getValue()),
+                    inputVars.get(i));
+        }
+
+        IVariableTypeEnvironment env = new NonPropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getMetadataProvider());
+        for (int i = 0; i < outputVars.size(); i++) {
+            env.setVarType(outputVars.get(i), typeEnv.getVarType(inputVars.get(0).get(i)));
+        }
+        return typeEnv;
+    }
+
+    public List<LogicalVariable> getOutputVars() {
+        return outputVars;
+    }
+
+    public int getNumInput() {
+        return inputVars.size();
+    }
+
+    public List<LogicalVariable> getInputVariables(int inputIndex) {
+        return inputVars.get(inputIndex);
+    }
+
+    private void checkTypeConsistency(IVariableTypeEnvironment expected, List<LogicalVariable> expectedVariables,
+            IVariableTypeEnvironment actual, List<LogicalVariable> actualVariables) throws AlgebricksException {
+        for (int i = 0; i < expectedVariables.size(); i++) {
+            Object expectedType = expected.getVarType(expectedVariables.get(i));
+            Object actualType = actual.getVarType(actualVariables.get(i));
+            if (!expectedType.equals(actualType)) {
+                AlgebricksConfig.ALGEBRICKS_LOGGER
+                        .warning("Type of two variables are not equal." + expectedVariables.get(i) + " is of type: "
+                                + expectedType + actualVariables.get(i) + " is of type: " + actualType);
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java
new file mode 100644
index 0000000..b5e4330
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterJoinOperator.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class LeftOuterJoinOperator extends AbstractBinaryJoinOperator {
+
+    public LeftOuterJoinOperator(Mutable<ILogicalExpression> condition) {
+        super(JoinKind.LEFT_OUTER, condition);
+    }
+
+    public LeftOuterJoinOperator(Mutable<ILogicalExpression> condition, Mutable<ILogicalOperator> input1,
+            Mutable<ILogicalOperator> input2) {
+        super(JoinKind.LEFT_OUTER, condition, input1, input2);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.LEFTOUTERJOIN;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitLeftOuterJoinOperator(this, arg);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        int n = inputs.size();
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[n];
+        for (int i = 0; i < n; i++) {
+            envPointers[i] = new OpRefTypeEnvPointer(inputs.get(i), ctx);
+        }
+        PropagatingTypeEnvironment env = new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getNullableTypeComputer(), ctx.getMetadataProvider(), TypePropagationPolicy.LEFT_OUTER, envPointers);
+        List<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(inputs.get(1).getValue(), liveVars); // live variables from outer branch can be null together
+        env.getCorrelatedNullableVariableLists().add(liveVars);
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java
new file mode 100644
index 0000000..56e2dfb
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LeftOuterUnnestMapOperator.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * Left-outer-unnest-map is similar to the unnest-map operator. The only
+ * difference is that this operator represents left-outer semantics, meaning
+ * that it generates null values for non-matching tuples. It also propagates all
+ * input variables. This may be used only in a left-outer-join case.
+ */
+public class LeftOuterUnnestMapOperator extends AbstractUnnestMapOperator {
+
+    public LeftOuterUnnestMapOperator(List<LogicalVariable> variables, Mutable<ILogicalExpression> expression,
+            List<Object> variableTypes, boolean propagateInput) {
+        super(variables, expression, variableTypes, propagateInput);
+        // propagateInput is always set to true for this operator.
+        this.propagateInput = true;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.LEFT_OUTER_UNNEST_MAP;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitLeftOuterUnnestMapOperator(this, arg);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        // Propagates all input variables that come from the outer branch.
+        PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+
+        env.getCorrelatedNullableVariableLists().add(variables);
+
+        // For the variables from the inner branch, the output type is the union
+        // of (original type + null).
+        for (int i = 0; i < variables.size(); i++) {
+            env.setVarType(variables.get(i), ctx.getNullableTypeComputer().makeNullableType(variableTypes.get(i)));
+        }
+
+        return env;
+    }
+
+}
\ No newline at end of file
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LimitOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LimitOperator.java
new file mode 100644
index 0000000..36e97d4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/LimitOperator.java
@@ -0,0 +1,116 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class LimitOperator extends AbstractLogicalOperator {
+
+    private final Mutable<ILogicalExpression> maxObjects; // mandatory
+    private final Mutable<ILogicalExpression> offset; // optional
+    private boolean topmost;
+
+    public LimitOperator(ILogicalExpression maxObjectsExpr, ILogicalExpression offsetExpr, boolean topmost) {
+        this.maxObjects = new MutableObject<ILogicalExpression>(maxObjectsExpr);
+        this.offset = new MutableObject<ILogicalExpression>(offsetExpr);
+        this.topmost = topmost;
+    }
+
+    public LimitOperator(ILogicalExpression maxObjectsExpr, boolean topmost) {
+        this(maxObjectsExpr, null, topmost);
+    }
+
+    public LimitOperator(ILogicalExpression maxObjects, ILogicalExpression offset) {
+        this(maxObjects, offset, true);
+    }
+
+    public LimitOperator(ILogicalExpression maxObjects) {
+        this(maxObjects, null, true);
+    }
+
+    public Mutable<ILogicalExpression> getMaxObjects() {
+        return maxObjects;
+    }
+
+    public Mutable<ILogicalExpression> getOffset() {
+        return offset;
+    }
+
+    public boolean isTopmostLimitOp() {
+        return topmost;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitLimitOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = false;
+        if (visitor.transform(maxObjects)) {
+            b = true;
+        }
+        if (offset.getValue() != null) {
+            if (visitor.transform(offset)) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.LIMIT;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/MaterializeOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/MaterializeOperator.java
new file mode 100644
index 0000000..6c10d60
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/MaterializeOperator.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class MaterializeOperator extends AbstractLogicalOperator {
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.MATERIALIZE;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitMaterializeOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>(inputs.get(0).getValue().getSchema());
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/NestedTupleSourceOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/NestedTupleSourceOperator.java
new file mode 100644
index 0000000..2b66e8f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/NestedTupleSourceOperator.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class NestedTupleSourceOperator extends AbstractLogicalOperator {
+    private Mutable<ILogicalOperator> dataSourceReference;
+
+    public NestedTupleSourceOperator(Mutable<ILogicalOperator> dataSourceReference) {
+        this.dataSourceReference = dataSourceReference;
+    }
+
+    public ILogicalOperator getSourceOperator() {
+        return dataSourceReference.getValue().getInputs().get(0).getValue();
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.NESTEDTUPLESOURCE;
+    }
+
+    public Mutable<ILogicalOperator> getDataSourceReference() {
+        return dataSourceReference;
+    }
+
+    public void setDataSourceReference(Mutable<ILogicalOperator> dataSourceReference) {
+        this.dataSourceReference = dataSourceReference;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        ILogicalOperator topOp = dataSourceReference.getValue();
+        for (Mutable<ILogicalOperator> i : topOp.getInputs()) {
+            List<LogicalVariable> inputSchema = i.getValue().getSchema();
+            if (inputSchema != null) {
+                schema.addAll(inputSchema);
+            }
+        }
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) {
+        // do nothing
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitNestedTupleSourceOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(final ITypingContext ctx) throws AlgebricksException {
+        ITypeEnvPointer[] p = new ITypeEnvPointer[1];
+        p[0] = new ITypeEnvPointer() {
+
+            @Override
+            public IVariableTypeEnvironment getTypeEnv() {
+                ILogicalOperator op = dataSourceReference.getValue().getInputs().get(0).getValue();
+                return ctx.getOutputTypeEnvironment(op);
+            }
+        };
+        return new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(), ctx.getNullableTypeComputer(),
+                ctx.getMetadataProvider(), TypePropagationPolicy.ALL, p);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeInputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return computeOutputTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OrderOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OrderOperator.java
new file mode 100644
index 0000000..cea7e23
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OrderOperator.java
@@ -0,0 +1,175 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class OrderOperator extends AbstractLogicalOperator {
+
+    public interface IOrder {
+        public enum OrderKind {
+            FUNCTIONCALL,
+            ASC,
+            DESC
+        };
+
+        public Mutable<ILogicalExpression> getExpressionRef();
+
+        public OrderKind getKind();
+    }
+
+    public static IOrder ASC_ORDER = new IOrder() {
+
+        @Override
+        public Mutable<ILogicalExpression> getExpressionRef() {
+            return null;
+        }
+
+        @Override
+        public OrderKind getKind() {
+            return OrderKind.ASC;
+        }
+
+    };
+
+    public static IOrder DESC_ORDER = new IOrder() {
+
+        @Override
+        public Mutable<ILogicalExpression> getExpressionRef() {
+            return null;
+        }
+
+        @Override
+        public OrderKind getKind() {
+            return OrderKind.DESC;
+        }
+    };
+
+    public class FunOrder implements IOrder {
+        private final Mutable<ILogicalExpression> f;
+
+        public FunOrder(Mutable<ILogicalExpression> f) {
+            this.f = f;
+        }
+
+        @Override
+        public Mutable<ILogicalExpression> getExpressionRef() {
+            return f;
+        }
+
+        @Override
+        public OrderKind getKind() {
+            return OrderKind.FUNCTIONCALL;
+        }
+
+    };
+
+    private final List<Pair<IOrder, Mutable<ILogicalExpression>>> orderExpressions;
+    // In case we can push down LIMIT information into this operator.
+    protected final int topK;
+
+    // These are pairs of type (comparison, expr) where comparison is
+    // ASC or DESC or a boolean function of arity 2 that can take as
+    // arguments results of expr.
+
+    // TopK : -1 means there is no LIMIT push-down optimization applied to this operator.
+    public OrderOperator() {
+        orderExpressions = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        topK = -1;
+    }
+
+    public OrderOperator(List<Pair<IOrder, Mutable<ILogicalExpression>>> orderExpressions) {
+        this(orderExpressions, -1);
+    }
+
+    public OrderOperator(List<Pair<IOrder, Mutable<ILogicalExpression>>> orderExpressions, int topK) {
+        this.orderExpressions = orderExpressions;
+        this.topK = topK;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.ORDER;
+    }
+
+    public List<Pair<IOrder, Mutable<ILogicalExpression>>> getOrderExpressions() {
+        return orderExpressions;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = false;
+        for (Pair<IOrder, Mutable<ILogicalExpression>> p : orderExpressions) {
+            if (p.first.getKind() == OrderKind.FUNCTIONCALL) {
+                FunOrder fo = (FunOrder) p.first;
+                Mutable<ILogicalExpression> r1 = fo.getExpressionRef();
+                if (visitor.transform(r1)) {
+                    b = true;
+                }
+            }
+            if (visitor.transform(p.second)) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitOrderOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    public int getTopK() {
+        return topK;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OuterUnnestOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OuterUnnestOperator.java
new file mode 100644
index 0000000..133656b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/OuterUnnestOperator.java
@@ -0,0 +1,71 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingPositionWriter;
+
+public class OuterUnnestOperator extends AbstractUnnestNonMapOperator {
+
+    public OuterUnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression) {
+        super(variable, expression);
+    }
+
+    public OuterUnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression,
+            LogicalVariable positionalVariable, Object positionalVariableType,
+            IUnnestingPositionWriter positionWriter) {
+        super(variable, expression, positionalVariable, positionalVariableType, positionWriter);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitOuterUnnestOperator(this, arg);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        PropagatingTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        Object t = env.getType(expression.getValue());
+        env.setVarType(variables.get(0), t);
+        if (positionalVariable != null) {
+            env.setVarType(positionalVariable, positionalVariableType);
+        }
+
+        // The produced variables of the this operator are nullable because of the left outer semantics.
+        List<LogicalVariable> nullableVars = new ArrayList<LogicalVariable>();
+        nullableVars.add(variables.get(0));
+        if (positionalVariable != null) {
+            nullableVars.add(positionalVariable);
+        }
+        env.getCorrelatedNullableVariableLists().add(nullableVars);
+        return env;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.OUTER_UNNEST;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/PartitioningSplitOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/PartitioningSplitOperator.java
new file mode 100644
index 0000000..1c5f324
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/PartitioningSplitOperator.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.runtime.operators.std.PartitioningSplitOperatorDescriptor;
+
+/**
+ * Partitions it's input based on a given list of expressions.
+ * Each expression is assumed to return true/false,
+ * and there is exactly one output branch per expression (optionally, plus one default branch).
+ * For each input tuple, the expressions are evaluated one-by-one,
+ * and the tuple is written to first output branch whose corresponding
+ * expression evaluates to true.
+ * If all expressions evaluate to false, then
+ * the tuple is written to the default output branch, if any was given.
+ * If no output branch was given, then such tuples are simply dropped.
+ * Given N expressions there may be N or N+1 output branches because the default output branch may be separate from the regular output branches.
+ */
+public class PartitioningSplitOperator extends AbstractLogicalOperator {
+
+    private final List<Mutable<ILogicalExpression>> expressions;
+    private final int defaultBranchIndex;
+
+    public PartitioningSplitOperator(List<Mutable<ILogicalExpression>> expressions, int defaultBranchIndex) throws AlgebricksException {
+        this.expressions = expressions;
+        this.defaultBranchIndex = defaultBranchIndex;
+        // Check that the default output branch index is in [0, N], where N is the number of expressions.
+        if (defaultBranchIndex != PartitioningSplitOperatorDescriptor.NO_DEFAULT_BRANCH
+                && defaultBranchIndex > expressions.size()) {
+            throw new AlgebricksException("Default branch index out of bounds. Number of exprs given: "
+                    + expressions.size() + ". The maximum default branch index may therefore be: " + expressions.size());
+        }
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    public int getDefaultBranchIndex() {
+        return defaultBranchIndex;
+    }
+
+    public int getNumOutputBranches() {
+        return (defaultBranchIndex == expressions.size()) ? expressions.size() + 1 : expressions.size();
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.PARTITIONINGSPLIT;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = false;
+        for (int i = 0; i < expressions.size(); i++) {
+            if (visitor.transform(expressions.get(i))) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitPartitioningSplitOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ProjectOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ProjectOperator.java
new file mode 100644
index 0000000..672d32c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ProjectOperator.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.FilteredVariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class ProjectOperator extends AbstractLogicalOperator {
+
+    private final List<LogicalVariable> variables;
+
+    public ProjectOperator(List<LogicalVariable> variables) {
+        this.variables = variables;
+    }
+
+    public ProjectOperator(LogicalVariable v) {
+        this.variables = new ArrayList<LogicalVariable>(1);
+        variables.add(v);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) {
+        // Do nothing
+        return false;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.PROJECT;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>(getVariables());
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new FilteredVariablePropagationPolicy(getVariables());
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitProjectOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    public List<LogicalVariable> getVariables() {
+        return variables;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ReplicateOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ReplicateOperator.java
new file mode 100644
index 0000000..343ace8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ReplicateOperator.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class ReplicateOperator extends AbstractLogicalOperator {
+
+    private int outputArity = 2;
+    private boolean[] outputMaterializationFlags = new boolean[outputArity];
+    private List<Mutable<ILogicalOperator>> outputs;
+
+    public ReplicateOperator(int outputArity) {
+        this.outputArity = outputArity;
+        this.outputMaterializationFlags = new boolean[outputArity];
+        this.outputs = new ArrayList<Mutable<ILogicalOperator>>();
+    }
+
+    public ReplicateOperator(int outputArity, boolean[] outputMaterializationFlags) {
+        this.outputArity = outputArity;
+        this.outputMaterializationFlags = outputMaterializationFlags;
+        this.outputs = new ArrayList<Mutable<ILogicalOperator>>();
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.REPLICATE;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitReplicateOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>(inputs.get(0).getValue().getSchema());
+    }
+
+    public void substituteVar(LogicalVariable v1, LogicalVariable v2) {
+        // do nothing
+    }
+
+    public int getOutputArity() {
+        return outputArity;
+    }
+
+    public int setOutputArity(int outputArity) {
+        return this.outputArity = outputArity;
+    }
+
+    public void setOutputMaterializationFlags(boolean[] outputMaterializationFlags) {
+        this.outputMaterializationFlags = outputMaterializationFlags;
+    }
+
+    public boolean[] getOutputMaterializationFlags() {
+        return outputMaterializationFlags;
+    }
+
+    public List<Mutable<ILogicalOperator>> getOutputs() {
+        return outputs;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    public boolean isBlocker() {
+        for (boolean requiresMaterialization : outputMaterializationFlags) {
+            if (requiresMaterialization) {
+                return true;
+            }
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/RunningAggregateOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/RunningAggregateOperator.java
new file mode 100644
index 0000000..c2e244b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/RunningAggregateOperator.java
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class RunningAggregateOperator extends AbstractAssignOperator {
+
+    public RunningAggregateOperator(List<LogicalVariable> variables, List<Mutable<ILogicalExpression>> expressions) {
+        super(variables, expressions);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.RUNNINGAGGREGATE;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitRunningAggregateOperator(this, arg);
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                target.addAllVariables(sources[0]);
+                for (LogicalVariable v : variables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            env.setVarType(
+                    variables.get(i),
+                    ctx.getExpressionTypeComputer().getType(expressions.get(i).getValue(), ctx.getMetadataProvider(),
+                            env));
+        }
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ScriptOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ScriptOperator.java
new file mode 100644
index 0000000..b04b28c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/ScriptOperator.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.scripting.IScriptDescription;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.NonPropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class ScriptOperator extends AbstractLogicalOperator {
+
+    private List<LogicalVariable> inputVariables;
+    private List<LogicalVariable> outputVariables;
+    private IScriptDescription scriptDesc;
+
+    public ScriptOperator(IScriptDescription scriptDesc, List<LogicalVariable> inputVariables,
+            List<LogicalVariable> outputVariables) {
+        this.inputVariables = inputVariables;
+        this.outputVariables = outputVariables;
+        this.scriptDesc = scriptDesc;
+    }
+
+    public List<LogicalVariable> getInputVariables() {
+        return inputVariables;
+    }
+
+    public List<LogicalVariable> getOutputVariables() {
+        return outputVariables;
+    }
+
+    public IScriptDescription getScriptDescription() {
+        return scriptDesc;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.SCRIPT;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitScriptOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                for (LogicalVariable v : outputVariables) {
+                    target.addVariable(v);
+                }
+            }
+        };
+
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        this.schema = outputVariables;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = new NonPropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getMetadataProvider());
+        for (Pair<LogicalVariable, Object> p : scriptDesc.getVarTypePairs()) {
+            env.setVarType(p.first, p.second);
+        }
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java
new file mode 100644
index 0000000..8a8d1f2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SelectOperator.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class SelectOperator extends AbstractLogicalOperator {
+    private final Mutable<ILogicalExpression> condition;
+    private final boolean retainNull;
+    private final LogicalVariable nullPlaceholderVar;
+
+    public SelectOperator(Mutable<ILogicalExpression> condition, boolean retainNull, LogicalVariable nullPlaceholderVar) {
+        this.condition = condition;
+        this.retainNull = retainNull;
+        this.nullPlaceholderVar = nullPlaceholderVar;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.SELECT;
+    }
+
+    public Mutable<ILogicalExpression> getCondition() {
+        return condition;
+    }
+
+    public boolean getRetainNull() {
+        return retainNull;
+    }
+
+    public LogicalVariable getNullPlaceholderVariable() throws AlgebricksException {
+        return nullPlaceholderVar;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return visitor.transform(condition);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitSelectOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return true;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[1];
+        envPointers[0] = new OpRefTypeEnvPointer(inputs.get(0), ctx);
+        PropagatingTypeEnvironment env = new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getNullableTypeComputer(), ctx.getMetadataProvider(), TypePropagationPolicy.ALL, envPointers);
+        if (condition.getValue().getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            AbstractFunctionCallExpression f1 = (AbstractFunctionCallExpression) condition.getValue();
+            if (f1.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
+                ILogicalExpression a1 = f1.getArguments().get(0).getValue();
+                if (a1.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                    AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
+                    if (f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_NULL)) {
+                        ILogicalExpression a2 = f2.getArguments().get(0).getValue();
+                        if (a2.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                            LogicalVariable var = ((VariableReferenceExpression) a2).getVariableReference();
+                            env.getNonNullVariables().add(var);
+                        }
+                    }
+                }
+            }
+        }
+        return env;
+    }
+
+    @Override
+    public boolean requiresVariableReferenceExpressions() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SinkOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SinkOperator.java
new file mode 100644
index 0000000..af85fdd7
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SinkOperator.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class SinkOperator extends AbstractLogicalOperator {
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>();
+        for (int i = 0; i < inputs.size(); i++) {
+            for (LogicalVariable v : inputs.get(i).getValue().getSchema()) {
+                if (!schema.contains(v))
+                    schema.add(v);
+            }
+
+        }
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitSinkOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[inputs.size()];
+        for (int i = 0; i < inputs.size(); i++) {
+            envPointers[i] = new OpRefTypeEnvPointer(inputs.get(i), ctx);
+        }
+        PropagatingTypeEnvironment env = new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getNullableTypeComputer(), ctx.getMetadataProvider(), TypePropagationPolicy.ALL, envPointers);
+        return env;
+
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.SINK;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SubplanOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SubplanOperator.java
new file mode 100644
index 0000000..cf11b3e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/SubplanOperator.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.OpRefTypeEnvPointer;
+import org.apache.hyracks.algebricks.core.algebra.typing.PropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class SubplanOperator extends AbstractOperatorWithNestedPlans {
+
+    public SubplanOperator() {
+        super();
+    }
+
+    public SubplanOperator(List<ILogicalPlan> plans) {
+        super(plans);
+    }
+
+    public SubplanOperator(ILogicalOperator planRoot) {
+        ArrayList<Mutable<ILogicalOperator>> roots = new ArrayList<Mutable<ILogicalOperator>>(1);
+        roots.add(new MutableObject<ILogicalOperator>(planRoot));
+        nestedPlans.add(new ALogicalPlanImpl(roots));
+    }
+
+    public void setRootOp(Mutable<ILogicalOperator> opRef) {
+        ILogicalPlan p = new ALogicalPlanImpl(opRef);
+        nestedPlans.add(p);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) {
+        // do nothing
+        return false;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.SUBPLAN;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ADDNEWVARIABLES;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitSubplanOperator(this, arg);
+    }
+
+    @Override
+    public void getProducedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        // do nothing
+    }
+
+    @Override
+    public void getUsedVariablesExceptNestedPlans(Collection<LogicalVariable> vars) {
+        // do nothing
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        int n = 0;
+        for (ILogicalPlan p : nestedPlans) {
+            n += p.getRoots().size();
+        }
+        ITypeEnvPointer[] envPointers = new ITypeEnvPointer[n + 1];
+        envPointers[0] = new OpRefTypeEnvPointer(inputs.get(0), ctx);
+        int i = 1;
+        for (ILogicalPlan p : nestedPlans) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                envPointers[i] = new OpRefTypeEnvPointer(r, ctx);
+                i++;
+            }
+        }
+        return new PropagatingTypeEnvironment(ctx.getExpressionTypeComputer(), ctx.getNullableTypeComputer(),
+                ctx.getMetadataProvider(), TypePropagationPolicy.LEFT_OUTER, envPointers);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/TokenizeOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/TokenizeOperator.java
new file mode 100644
index 0000000..c69ead7
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/TokenizeOperator.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class TokenizeOperator extends AbstractLogicalOperator {
+
+    private final IDataSourceIndex<?, ?> dataSourceIndex;
+    private final List<Mutable<ILogicalExpression>> primaryKeyExprs;
+    private final List<Mutable<ILogicalExpression>> secondaryKeyExprs;
+    // logical variables for token, and number of token
+    private final List<LogicalVariable> tokenizeVars;
+    private final Mutable<ILogicalExpression> filterExpr;
+    private final Kind operation;
+    private final boolean bulkload;
+    private final boolean isPartitioned;
+    // contains the type for each variable in the tokenizeVars
+    private final List<Object> tokenizeVarTypes;
+    private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+
+    public TokenizeOperator(IDataSourceIndex<?, ?> dataSourceIndex,
+            List<Mutable<ILogicalExpression>> primaryKeyExprs,
+            List<Mutable<ILogicalExpression>> secondaryKeyExprs,
+            List<LogicalVariable> tokenizeVars,
+            Mutable<ILogicalExpression> filterExpr, Kind operation,
+            boolean bulkload, boolean isPartitioned,
+            List<Object> tokenizeVarTypes) {
+        this.dataSourceIndex = dataSourceIndex;
+        this.primaryKeyExprs = primaryKeyExprs;
+        this.secondaryKeyExprs = secondaryKeyExprs;
+        this.tokenizeVars = tokenizeVars;
+        this.filterExpr = filterExpr;
+        this.operation = operation;
+        this.bulkload = bulkload;
+        this.isPartitioned = isPartitioned;
+        this.tokenizeVarTypes = tokenizeVarTypes;
+    }
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+        schema.addAll(tokenizeVars);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(
+            ILogicalExpressionReferenceTransform visitor)
+            throws AlgebricksException {
+        boolean b = false;
+        for (int i = 0; i < primaryKeyExprs.size(); i++) {
+            if (visitor.transform(primaryKeyExprs.get(i))) {
+                b = true;
+            }
+        }
+        for (int i = 0; i < secondaryKeyExprs.size(); i++) {
+            if (visitor.transform(secondaryKeyExprs.get(i))) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg)
+            throws AlgebricksException {
+        return visitor.visitTokenizeOperator(this, arg);
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target,
+                    IOperatorSchema... sources) throws AlgebricksException {
+                target.addAllVariables(sources[0]);
+                for (LogicalVariable v : tokenizeVars) {
+                    target.addVariable(v);
+                }
+            }
+        };
+
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.TOKENIZE;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(
+            ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+
+        // If the secondary index is not length-partitioned, create one new
+        // output variable - token.
+        // If the secondary index is length-partitioned, create two new output
+        // variables - token, number of token.
+        // The type of this variable will be the same as the type of the
+        // secondary key. If the secondary is list type, then the element type
+        // of the list.
+        // Along with PK, the tokenizer will generate [token, number of tokens,
+        // PK] pairs.
+
+        for (int i = 0; i < tokenizeVars.size(); i++) {
+            env.setVarType(tokenizeVars.get(i), tokenizeVarTypes.get(i));
+        }
+
+        return env;
+    }
+
+    public List<Mutable<ILogicalExpression>> getPrimaryKeyExpressions() {
+        return primaryKeyExprs;
+    }
+
+    public IDataSourceIndex<?, ?> getDataSourceIndex() {
+        return dataSourceIndex;
+    }
+
+    public List<Mutable<ILogicalExpression>> getSecondaryKeyExpressions() {
+        return secondaryKeyExprs;
+    }
+
+    public List<LogicalVariable> getTokenizeVars() {
+        return tokenizeVars;
+    }
+
+    public Mutable<ILogicalExpression> getFilterExpression() {
+        return filterExpr;
+    }
+
+    public Kind getOperation() {
+        return operation;
+    }
+
+    public boolean isBulkload() {
+        return bulkload;
+    }
+
+    public boolean isPartitioned() {
+        return isPartitioned;
+    }
+
+    public List<Object> getTokenizeVarTypes() {
+        return tokenizeVarTypes;
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnionAllOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnionAllOperator.java
new file mode 100644
index 0000000..73ee9ad
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnionAllOperator.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.NonPropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class UnionAllOperator extends AbstractLogicalOperator {
+
+    // (left-var, right-var, out-var)
+    private List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap;
+
+    public UnionAllOperator(List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap) {
+        this.varMap = varMap;
+    }
+
+    public List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> getVariableMappings() {
+        return varMap;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.UNIONALL;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return new VariablePropagationPolicy() {
+
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : varMap) {
+                    target.addVariable(t.third);
+                }
+            }
+        };
+
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitUnionOperator(this, arg);
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        for (LogicalVariable v1 : inputs.get(0).getValue().getSchema()) {
+            for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : varMap) {
+                if (t.first.equals(v1)) {
+                    schema.add(t.third);
+                } else {
+                    schema.add(v1);
+                }
+            }
+        }
+        for (LogicalVariable v2 : inputs.get(1).getValue().getSchema()) {
+            for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : varMap) {
+                if (t.second.equals(v2)) {
+                    schema.add(t.third);
+                } else {
+                    schema.add(v2);
+                }
+            }
+        }
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = new NonPropagatingTypeEnvironment(ctx.getExpressionTypeComputer(),
+                ctx.getMetadataProvider());
+        IVariableTypeEnvironment envLeft = ctx.getOutputTypeEnvironment(inputs.get(0).getValue());
+        if (envLeft == null) {
+            throw new AlgebricksException("Left input types for union operator are not computed.");
+        }
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : varMap) {
+            Object t1 = envLeft.getVarType(t.first);
+            if (t1 == null) {
+                throw new AlgebricksException("Failed typing union operator: no type for variable " + t.first);
+            }
+            env.setVarType(t.third, t1);
+        }
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestMapOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestMapOperator.java
new file mode 100644
index 0000000..89e2423
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestMapOperator.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.typing.NonPropagatingTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class UnnestMapOperator extends AbstractUnnestMapOperator {
+
+    public UnnestMapOperator(List<LogicalVariable> variables, Mutable<ILogicalExpression> expression,
+            List<Object> variableTypes, boolean propagateInput) {
+        super(variables, expression, variableTypes, propagateInput);
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.UNNEST_MAP;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitUnnestMapOperator(this, arg);
+    }
+
+    // When propagateInput is true,
+    // this operator propagates all input variables.
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = null;
+        if (propagateInput) {
+            env = createPropagatingAllInputsTypeEnvironment(ctx);
+        } else {
+            env = new NonPropagatingTypeEnvironment(ctx.getExpressionTypeComputer(), ctx.getMetadataProvider());
+        }
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            env.setVarType(variables.get(i), variableTypes.get(i));
+        }
+        return env;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestOperator.java
new file mode 100644
index 0000000..e90298d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UnnestOperator.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingPositionWriter;
+
+public class UnnestOperator extends AbstractUnnestNonMapOperator {
+
+    public UnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression) {
+        super(variable, expression);
+    }
+
+    public UnnestOperator(LogicalVariable variable, Mutable<ILogicalExpression> expression,
+            LogicalVariable positionalVariable, Object positionalVariableType,
+            IUnnestingPositionWriter positionWriter) {
+        super(variable, expression, positionalVariable, positionalVariableType, positionWriter);
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitUnnestOperator(this, arg);
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        IVariableTypeEnvironment env = createPropagatingAllInputsTypeEnvironment(ctx);
+        Object t = env.getType(expression.getValue());
+        env.setVarType(variables.get(0), t);
+        if (positionalVariable != null) {
+            env.setVarType(positionalVariable, positionalVariableType);
+        }
+        return env;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.UNNEST;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UpdateOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UpdateOperator.java
new file mode 100644
index 0000000..b1ca744
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/UpdateOperator.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class UpdateOperator extends AbstractLogicalOperator {
+
+    @Override
+    public void recomputeSchema() throws AlgebricksException {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform transform) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return false;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public boolean isMap() {
+        // TODO Auto-generated method stub
+        return false;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteOperator.java
new file mode 100644
index 0000000..5e227a9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteOperator.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class WriteOperator extends AbstractLogicalOperator {
+    private List<Mutable<ILogicalExpression>> expressions;
+    private IDataSink dataSink;
+
+    public WriteOperator(List<Mutable<ILogicalExpression>> expressions, IDataSink dataSink) {
+        this.expressions = expressions;
+        this.dataSink = dataSink;
+    }
+
+    public List<Mutable<ILogicalExpression>> getExpressions() {
+        return expressions;
+    }
+
+    public IDataSink getDataSink() {
+        return dataSink;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.WRITE;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitWriteOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean modif = false;
+        for (int i = 0; i < expressions.size(); i++) {
+            boolean b = visitor.transform(expressions.get(i));
+            if (b) {
+                modif = true;
+            }
+        }
+        return modif;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false; // actually depends on the physical op.
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteResultOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteResultOperator.java
new file mode 100644
index 0000000..bc40da8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/WriteResultOperator.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.properties.VariablePropagationPolicy;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class WriteResultOperator extends AbstractLogicalOperator {
+
+    private IDataSource<?> dataSource;
+    private Mutable<ILogicalExpression> payloadExpr;
+    private List<Mutable<ILogicalExpression>> keyExprs;
+    private List<Mutable<ILogicalExpression>> additionalFilteringExpressions;
+
+    public WriteResultOperator(IDataSource<?> dataSource, Mutable<ILogicalExpression> payload,
+            List<Mutable<ILogicalExpression>> keyExprs) {
+        this.dataSource = dataSource;
+        this.payloadExpr = payload;
+        this.keyExprs = keyExprs;
+    }
+
+    public IDataSource<?> getDataSource() {
+        return dataSource;
+    }
+
+    public Mutable<ILogicalExpression> getPayloadExpression() {
+        return payloadExpr;
+    }
+
+    public List<Mutable<ILogicalExpression>> getKeyExpressions() {
+        return keyExprs;
+    }
+
+    @Override
+    public LogicalOperatorTag getOperatorTag() {
+        return LogicalOperatorTag.WRITE_RESULT;
+    }
+
+    @Override
+    public <R, T> R accept(ILogicalOperatorVisitor<R, T> visitor, T arg) throws AlgebricksException {
+        return visitor.visitWriteResultOperator(this, arg);
+    }
+
+    @Override
+    public boolean acceptExpressionTransform(ILogicalExpressionReferenceTransform visitor) throws AlgebricksException {
+        boolean b = visitor.transform(payloadExpr);
+        for (int i = 0; i < keyExprs.size(); i++) {
+            if (visitor.transform(keyExprs.get(i))) {
+                b = true;
+            }
+        }
+        return b;
+    }
+
+    @Override
+    public VariablePropagationPolicy getVariablePropagationPolicy() {
+        return VariablePropagationPolicy.ALL;
+    }
+
+    @Override
+    public boolean isMap() {
+        return false;
+    }
+
+    @Override
+    public void recomputeSchema() {
+        schema = new ArrayList<LogicalVariable>();
+        schema.addAll(inputs.get(0).getValue().getSchema());
+    }
+
+    @Override
+    public IVariableTypeEnvironment computeOutputTypeEnvironment(ITypingContext ctx) throws AlgebricksException {
+        return createPropagatingAllInputsTypeEnvironment(ctx);
+    }
+
+    public void setAdditionalFilteringExpressions(List<Mutable<ILogicalExpression>> additionalFilteringExpressions) {
+        this.additionalFilteringExpressions = additionalFilteringExpressions;
+    }
+
+    public List<Mutable<ILogicalExpression>> getAdditionalFilteringExpressions() {
+        return additionalFilteringExpressions;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/CardinalityInferenceVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/CardinalityInferenceVisitor.java
new file mode 100644
index 0000000..e90a685
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/CardinalityInferenceVisitor.java
@@ -0,0 +1,261 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * A visitor that provides the basic inference of tuple cardinalities of an
+ * operator's output. There are only two cases: 1. the cardinality is one in the
+ * worst case; 2. the cardinality is some unknown value.
+ */
+public class CardinalityInferenceVisitor implements ILogicalOperatorVisitor<Long, Void> {
+    private static final Long ONE = 1L;
+    private static final Long UNKNOWN = 1000L;
+
+    @Override
+    public Long visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        return ONE;
+    }
+
+    @Override
+    public Long visitRunningAggregateOperator(RunningAggregateOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg) throws AlgebricksException {
+        // Empty tuple source sends one empty tuple to kick off the pipeline.
+        return ONE;
+    }
+
+    @Override
+    public Long visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        // This is only a worst-case estimate
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        return visitJoin(op, arg);
+    }
+
+    @Override
+    public Long visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        return visitJoin(op, arg);
+    }
+
+    @Override
+    public Long visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg) throws AlgebricksException {
+        return ONE;
+    }
+
+    @Override
+    public Long visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        // This is only a worst-case inference.
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitSinkOperator(SinkOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitDistinctOperator(DistinctOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitWriteOperator(WriteOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg) throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        return op.getInputs().get(0).getValue().accept(this, arg);
+    }
+
+    @Override
+    public Long visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        return UNKNOWN;
+    }
+
+    @Override
+    public Long visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        long cardinality = UNKNOWN;
+        for (Mutable<ILogicalOperator> inputOpRef : op.getInputs()) {
+            Long branchCardinality = inputOpRef.getValue().accept(this, arg);
+            if (branchCardinality < cardinality) {
+                cardinality = branchCardinality;
+            }
+        }
+        return cardinality;
+    }
+
+    private long visitJoin(ILogicalOperator op, Void arg) throws AlgebricksException {
+        long cardinality = 1L;
+        for (Mutable<ILogicalOperator> inputOpRef : op.getInputs()) {
+            cardinality *= inputOpRef.getValue().accept(this, arg);
+        }
+        if (cardinality > ONE) {
+            cardinality = UNKNOWN;
+        }
+        return cardinality;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
new file mode 100644
index 0000000..9a6411b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/FDsAndEquivClassesVisitor.java
@@ -0,0 +1,808 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression.FunctionKind;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public class FDsAndEquivClassesVisitor implements ILogicalOperatorVisitor<Void, IOptimizationContext> {
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ctx.putEquivalenceClassMap(op, new HashMap<LogicalVariable, EquivalenceClass>());
+        ctx.putFDList(op, new ArrayList<FunctionalDependency>());
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ILogicalOperator inp1 = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrComputeEqClasses(inp1, ctx);
+        ctx.putEquivalenceClassMap(op, eqClasses);
+
+        // Propagates equivalence classes that from expressions.
+        // Note that an equivalence class can also contain expression members.
+        propagateEquivalenceFromExpressionsToVariables(eqClasses, op.getExpressions(), op.getVariables());
+
+        // Generates FDs.
+        List<LogicalVariable> used = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op, used);
+        List<FunctionalDependency> fds1 = getOrComputeFDs(inp1, ctx);
+        List<FunctionalDependency> eFds = new ArrayList<FunctionalDependency>(fds1.size());
+        for (FunctionalDependency fd : fds1) {
+            if (fd.getTail().containsAll(used)) {
+                List<LogicalVariable> hd = new ArrayList<LogicalVariable>(fd.getHead());
+                List<LogicalVariable> tl = new ArrayList<LogicalVariable>(fd.getTail());
+                tl.addAll(op.getVariables());
+                FunctionalDependency fd2 = new FunctionalDependency(hd, tl);
+                eFds.add(fd2);
+            } else {
+                eFds.add(fd);
+            }
+        }
+        ctx.putFDList(op, eFds);
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ILogicalOperator inp1 = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrCreateEqClasses(op, ctx);
+        Map<LogicalVariable, EquivalenceClass> propagatedEqClasses = getOrComputeEqClasses(inp1, ctx);
+        eqClasses.putAll(propagatedEqClasses);
+        ctx.putEquivalenceClassMap(op, eqClasses);
+        List<FunctionalDependency> fds = new ArrayList<FunctionalDependency>(getOrComputeFDs(inp1, ctx));
+        ctx.putFDList(op, fds);
+        op.getDataSource().computeFDs(op.getVariables(), fds);
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ILogicalOperator op0 = op.getInputs().get(0).getValue();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putFDList(op, functionalDependencies);
+        for (FunctionalDependency inherited : getOrComputeFDs(op0, ctx)) {
+            boolean isCoveredByDistinctByVars = true;
+            for (LogicalVariable v : inherited.getHead()) {
+                if (!op.isDistinctByVar(v)) {
+                    isCoveredByDistinctByVars = false;
+                }
+            }
+            if (isCoveredByDistinctByVars) {
+                List<LogicalVariable> newTail = new ArrayList<LogicalVariable>();
+                for (LogicalVariable v2 : inherited.getTail()) {
+                    if (op.isDistinctByVar(v2)) {
+                        newTail.add(v2);
+                    }
+                }
+                if (!newTail.isEmpty()) {
+                    List<LogicalVariable> newHead = new ArrayList<LogicalVariable>(inherited.getHead());
+                    FunctionalDependency newFd = new FunctionalDependency(newHead, newTail);
+                    functionalDependencies.add(newFd);
+                }
+            }
+        }
+        Set<LogicalVariable> gbySet = new HashSet<LogicalVariable>();
+        List<Mutable<ILogicalExpression>> expressions = op.getExpressions();
+        for (Mutable<ILogicalExpression> pRef : expressions) {
+            ILogicalExpression p = pRef.getValue();
+            if (p.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) p;
+                gbySet.add(v.getVariableReference());
+            }
+        }
+        LocalGroupingProperty lgp = new LocalGroupingProperty(gbySet);
+
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = getOrComputeEqClasses(op0, ctx);
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+
+        lgp.normalizeGroupingColumns(equivalenceClasses, functionalDependencies);
+        Set<LogicalVariable> normSet = lgp.getColumnSet();
+        List<Mutable<ILogicalExpression>> newDistinctByList = new ArrayList<Mutable<ILogicalExpression>>();
+        for (Mutable<ILogicalExpression> p2Ref : expressions) {
+            ILogicalExpression p2 = p2Ref.getValue();
+            if (p2.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression var2 = (VariableReferenceExpression) p2;
+                LogicalVariable v2 = var2.getVariableReference();
+                if (normSet.contains(v2)) {
+                    newDistinctByList.add(p2Ref);
+                }
+            } else {
+                newDistinctByList.add(p2Ref);
+            }
+        }
+        expressions.clear();
+        expressions.addAll(newDistinctByList);
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        ctx.putEquivalenceClassMap(op, new HashMap<LogicalVariable, EquivalenceClass>());
+        ctx.putFDList(op, new ArrayList<FunctionalDependency>());
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+        ctx.putFDList(op, functionalDependencies);
+
+        List<FunctionalDependency> inheritedFDs = new ArrayList<FunctionalDependency>();
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                ILogicalOperator op2 = r.getValue();
+                equivalenceClasses.putAll(getOrComputeEqClasses(op2, ctx));
+                inheritedFDs.addAll(getOrComputeFDs(op2, ctx));
+            }
+        }
+
+        ILogicalOperator op0 = op.getInputs().get(0).getValue();
+        inheritedFDs.addAll(getOrComputeFDs(op0, ctx));
+        Map<LogicalVariable, EquivalenceClass> inheritedEcs = getOrComputeEqClasses(op0, ctx);
+        for (FunctionalDependency inherited : inheritedFDs) {
+            boolean isCoveredByGbyOrDecorVars = true;
+            List<LogicalVariable> newHead = new ArrayList<LogicalVariable>(inherited.getHead().size());
+            for (LogicalVariable v : inherited.getHead()) {
+                LogicalVariable vnew = getNewGbyVar(op, v);
+                if (vnew == null) {
+                    vnew = getNewDecorVar(op, v);
+                    if (vnew == null) {
+                        isCoveredByGbyOrDecorVars = false;
+                    }
+                    break;
+                }
+                newHead.add(vnew);
+            }
+
+            if (isCoveredByGbyOrDecorVars) {
+                List<LogicalVariable> newTail = new ArrayList<LogicalVariable>();
+                for (LogicalVariable v2 : inherited.getTail()) {
+                    LogicalVariable v3 = getNewGbyVar(op, v2);
+                    if (v3 != null) {
+                        newTail.add(v3);
+                    }
+                }
+                if (!newTail.isEmpty()) {
+                    FunctionalDependency newFd = new FunctionalDependency(newHead, newTail);
+                    functionalDependencies.add(newFd);
+                }
+            }
+        }
+
+        List<LogicalVariable> premiseGby = new LinkedList<LogicalVariable>();
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gByList = op.getGroupByList();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            premiseGby.add(p.first);
+        }
+
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> decorList = op.getDecorList();
+
+        LinkedList<LogicalVariable> conclDecor = new LinkedList<LogicalVariable>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : decorList) {
+            conclDecor.add(GroupByOperator.getDecorVariable(p));
+        }
+        if (!conclDecor.isEmpty()) {
+            functionalDependencies.add(new FunctionalDependency(premiseGby, conclDecor));
+        }
+
+        Set<LogicalVariable> gbySet = new HashSet<LogicalVariable>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                gbySet.add(v.getVariableReference());
+            }
+        }
+        LocalGroupingProperty lgp = new LocalGroupingProperty(gbySet);
+        lgp.normalizeGroupingColumns(inheritedEcs, inheritedFDs);
+        Set<LogicalVariable> normSet = lgp.getColumnSet();
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> newGbyList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+        boolean changed = false;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gByList) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+                LogicalVariable v2 = varRef.getVariableReference();
+                EquivalenceClass ec2 = inheritedEcs.get(v2);
+                LogicalVariable v3;
+                if (ec2 != null && !ec2.representativeIsConst()) {
+                    v3 = ec2.getVariableRepresentative();
+                } else {
+                    v3 = v2;
+                }
+                if (normSet.contains(v3)) {
+                    newGbyList.add(p);
+                } else {
+                    changed = true;
+                    decorList.add(p);
+                }
+            } else {
+                newGbyList.add(p);
+            }
+        }
+        if (changed) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER
+                    .fine(">>>> Group-by list changed from " + GroupByOperator.veListToString(gByList) + " to "
+                            + GroupByOperator.veListToString(newGbyList) + ".\n");
+        }
+        gByList.clear();
+        gByList.addAll(newGbyList);
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+        ctx.putFDList(op, functionalDependencies);
+        ILogicalOperator op0 = op.getInputs().get(0).getValue();
+        ILogicalOperator op1 = op.getInputs().get(1).getValue();
+        functionalDependencies.addAll(getOrComputeFDs(op0, ctx));
+        functionalDependencies.addAll(getOrComputeFDs(op1, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(op0, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(op1, ctx));
+        ILogicalExpression expr = op.getCondition().getValue();
+        expr.getConstraintsAndEquivClasses(functionalDependencies, equivalenceClasses);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+        ctx.putFDList(op, functionalDependencies);
+        ILogicalOperator opLeft = op.getInputs().get(0).getValue();
+        ILogicalOperator opRight = op.getInputs().get(1).getValue();
+        functionalDependencies.addAll(getOrComputeFDs(opLeft, ctx));
+        functionalDependencies.addAll(getOrComputeFDs(opRight, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(opLeft, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(opRight, ctx));
+
+        Collection<LogicalVariable> leftSideVars;
+        if (opLeft.getSchema() == null) {
+            leftSideVars = new LinkedList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(opLeft, leftSideVars);
+            // actually, not all produced vars. are visible (due to projection)
+            // so using cached schema is better and faster
+        } else {
+            leftSideVars = opLeft.getSchema();
+        }
+        ILogicalExpression expr = op.getCondition().getValue();
+        expr.getConstraintsForOuterJoin(functionalDependencies, leftSideVars);
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) op.getDataSourceReference().getValue();
+        ILogicalOperator inp1 = op1.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrComputeEqClasses(inp1, ctx);
+        ctx.putEquivalenceClassMap(op, eqClasses);
+        List<FunctionalDependency> fds = new ArrayList<FunctionalDependency>(getOrComputeFDs(inp1, ctx));
+        if (op1.getOperatorTag() == LogicalOperatorTag.GROUP) {
+            GroupByOperator gby = (GroupByOperator) op1;
+            LinkedList<LogicalVariable> tail = new LinkedList<LogicalVariable>();
+            for (LogicalVariable v : gby.getGbyVarList()) {
+                tail.add(v);
+                // all values for gby vars. are the same
+            }
+            FunctionalDependency gbyfd = new FunctionalDependency(new LinkedList<LogicalVariable>(), tail);
+            fds.add(gbyfd);
+        }
+        ctx.putFDList(op, fds);
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        throw new NotImplementedException();
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClassesForUsedVars(op, ctx, op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        ctx.putEquivalenceClassMap(op, new HashMap<LogicalVariable, EquivalenceClass>());
+        ctx.putFDList(op, new ArrayList<FunctionalDependency>());
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClassesForUsedVars(op, ctx, op.getInputVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ILogicalOperator childOp = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = getOrComputeEqClasses(childOp, ctx);
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putFDList(op, functionalDependencies);
+        functionalDependencies.addAll(getOrComputeFDs(childOp, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(childOp, ctx));
+        ILogicalExpression expr = op.getCondition().getValue();
+        expr.getConstraintsAndEquivClasses(functionalDependencies, equivalenceClasses);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+        ctx.putFDList(op, functionalDependencies);
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                ILogicalOperator op2 = r.getValue();
+                equivalenceClasses.putAll(getOrComputeEqClasses(op2, ctx));
+                functionalDependencies.addAll(getOrComputeFDs(op2, ctx));
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        fdsEqClassesForAbstractUnnestOperator(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        // Unlike the unnest-map operator, we propagate all inputs since
+        // propagateInuput is always true.
+        Map<LogicalVariable, EquivalenceClass> equivalenceClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        List<FunctionalDependency> functionalDependencies = new ArrayList<FunctionalDependency>();
+        ctx.putEquivalenceClassMap(op, equivalenceClasses);
+        ctx.putFDList(op, functionalDependencies);
+        ILogicalOperator childOp = op.getInputs().get(0).getValue();
+        functionalDependencies.addAll(getOrComputeFDs(childOp, ctx));
+        equivalenceClasses.putAll(getOrComputeEqClasses(childOp, ctx));
+
+        // Like Left-Outer join case, we add functional dependencies.
+        List<LogicalVariable> leftSideVars = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op, leftSideVars);
+        VariableUtilities.getProducedVariables(op, leftSideVars);
+        functionalDependencies.add(new FunctionalDependency(leftSideVars, producedVars));
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        fdsEqClassesForAbstractUnnestOperator(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        // propagateFDsAndEquivClasses(op, ctx);
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        // propagateFDsAndEquivClasses(op, ctx);
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        // propagateFDsAndEquivClasses(op, ctx);
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        setEmptyFDsEqClasses(op, ctx);
+        return null;
+    }
+
+    private void propagateFDsAndEquivClasses(ILogicalOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ILogicalOperator inp1 = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrComputeEqClasses(inp1, ctx);
+        ctx.putEquivalenceClassMap(op, eqClasses);
+        List<FunctionalDependency> fds = getOrComputeFDs(inp1, ctx);
+        ctx.putFDList(op, fds);
+    }
+
+    private Map<LogicalVariable, EquivalenceClass> getOrComputeEqClasses(ILogicalOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> eqClasses = ctx.getEquivalenceClassMap(op);
+        if (eqClasses == null) {
+            op.accept(this, ctx);
+            eqClasses = ctx.getEquivalenceClassMap(op);
+        }
+        return eqClasses;
+    }
+
+    private Map<LogicalVariable, EquivalenceClass> getOrCreateEqClasses(ILogicalOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        Map<LogicalVariable, EquivalenceClass> eqClasses = ctx.getEquivalenceClassMap(op);
+        if (eqClasses == null) {
+            eqClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+            ctx.putEquivalenceClassMap(op, eqClasses);
+        }
+        return eqClasses;
+    }
+
+    private List<FunctionalDependency> getOrComputeFDs(ILogicalOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        List<FunctionalDependency> fds = ctx.getFDList(op);
+        if (fds == null) {
+            op.accept(this, ctx);
+            fds = ctx.getFDList(op);
+        }
+        return fds;
+    }
+
+    /***
+     * Propagated equivalent classes from the child to the current operator,
+     * based on the used variables of the current operator.
+     *
+     * @param op
+     *            , the current operator
+     * @param ctx
+     *            , the optimization context which keeps track of all equivalent
+     *            classes.
+     * @param usedVariables
+     *            , used variables.
+     * @throws AlgebricksException
+     */
+    private void propagateFDsAndEquivClassesForUsedVars(ILogicalOperator op, IOptimizationContext ctx,
+            List<LogicalVariable> usedVariables) throws AlgebricksException {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrCreateEqClasses(op, ctx);
+        List<FunctionalDependency> fds = new ArrayList<FunctionalDependency>();
+        ctx.putFDList(op, fds);
+
+        Map<LogicalVariable, EquivalenceClass> chldClasses = getOrComputeEqClasses(op2, ctx);
+
+        // Propagate equivalent classes that contain the used variables.
+        for (LogicalVariable v : usedVariables) {
+            EquivalenceClass ec = eqClasses.get(v);
+            if (ec == null) {
+                EquivalenceClass oc = chldClasses.get(v);
+                if (oc == null) {
+                    continue;
+                }
+                List<LogicalVariable> m = new LinkedList<LogicalVariable>();
+                for (LogicalVariable v2 : oc.getMembers()) {
+                    if (usedVariables.contains(v2)) {
+                        m.add(v2);
+                    }
+                }
+                EquivalenceClass nc;
+                if (oc.representativeIsConst()) {
+                    nc = new EquivalenceClass(m, oc.getConstRepresentative());
+                } else if (m.contains(oc.getVariableRepresentative())) {
+                    nc = new EquivalenceClass(m, oc.getVariableRepresentative());
+                } else {
+                    nc = new EquivalenceClass(m, v);
+                }
+                for (LogicalVariable v3 : m) {
+                    eqClasses.put(v3, nc);
+                }
+            }
+        }
+
+        // Propagates equivalent classes that contain expressions that use the
+        // used variables.
+        // Note that for the case variable $v is not in the used variables but
+        // it is
+        // equivalent to field-access($t, i) and $t is a used variable, the
+        // equivalent
+        // class should still be propagated (kept).
+        Set<LogicalVariable> usedVarSet = new HashSet<LogicalVariable>(usedVariables);
+        for (Entry<LogicalVariable, EquivalenceClass> entry : chldClasses.entrySet()) {
+            EquivalenceClass ec = entry.getValue();
+            for (ILogicalExpression expr : ec.getExpressionMembers()) {
+                Set<LogicalVariable> exprUsedVars = new HashSet<LogicalVariable>();
+                expr.getUsedVariables(exprUsedVars);
+                exprUsedVars.retainAll(usedVarSet);
+                // Check if the expression member uses a used variable.
+                if (!exprUsedVars.isEmpty()) {
+                    for (LogicalVariable v : ec.getMembers()) {
+                        eqClasses.put(v, ec);
+                        // If variable members contain a used variable, the
+                        // representative
+                        // variable should be a used variable.
+                        if (usedVarSet.contains(v)) {
+                            ec.setVariableRepresentative(v);
+                        }
+                    }
+                }
+            }
+        }
+
+        List<FunctionalDependency> chldFds = getOrComputeFDs(op2, ctx);
+        for (FunctionalDependency fd : chldFds) {
+            if (!usedVariables.containsAll(fd.getHead())) {
+                continue;
+            }
+            List<LogicalVariable> tl = new LinkedList<LogicalVariable>();
+            for (LogicalVariable v : fd.getTail()) {
+                if (usedVariables.contains(v)) {
+                    tl.add(v);
+                }
+            }
+            if (!tl.isEmpty()) {
+                FunctionalDependency newFd = new FunctionalDependency(fd.getHead(), tl);
+                fds.add(newFd);
+            }
+        }
+    }
+
+    private void fdsEqClassesForAbstractUnnestOperator(AbstractUnnestOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        ILogicalOperator inp1 = op.getInputs().get(0).getValue();
+        Map<LogicalVariable, EquivalenceClass> eqClasses = getOrCreateEqClasses(op, ctx);
+        Map<LogicalVariable, EquivalenceClass> propagatedEqClasses = getOrComputeEqClasses(inp1, ctx);
+        /**
+         * The original eq classes of unnest-map are only for produced
+         * variables, therefore eqClasses and propagatedEqClasses do not have
+         * overlaps.
+         */
+        eqClasses.putAll(propagatedEqClasses);
+        ctx.putEquivalenceClassMap(op, eqClasses);
+        List<FunctionalDependency> fds = getOrComputeFDs(inp1, ctx);
+        ctx.putFDList(op, fds);
+
+        ILogicalExpression expr = op.getExpressionRef().getValue();
+        if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+            AbstractFunctionCallExpression afe = (AbstractFunctionCallExpression) expr;
+            if (afe.getKind() == FunctionKind.UNNEST && ((UnnestingFunctionCallExpression) afe).returnsUniqueValues()) {
+                List<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+                VariableUtilities.getLiveVariables(op, vars);
+                ArrayList<LogicalVariable> h = new ArrayList<LogicalVariable>();
+                h.addAll(op.getVariables());
+                FunctionalDependency fd = new FunctionalDependency(h, vars);
+                fds.add(fd);
+            }
+        }
+    }
+
+    public static void setEmptyFDsEqClasses(ILogicalOperator op, IOptimizationContext ctx) {
+        Map<LogicalVariable, EquivalenceClass> eqClasses = new HashMap<LogicalVariable, EquivalenceClass>();
+        ctx.putEquivalenceClassMap(op, eqClasses);
+        List<FunctionalDependency> fds = new ArrayList<FunctionalDependency>();
+        ctx.putFDList(op, fds);
+    }
+
+    private LogicalVariable getNewGbyVar(GroupByOperator g, LogicalVariable v) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : g.getGroupByList()) {
+            ILogicalExpression e = p.second.getValue();
+            if (e.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                LogicalVariable v2 = ((VariableReferenceExpression) e).getVariableReference();
+                if (v2 == v) {
+                    return p.first;
+                }
+            }
+        }
+        return null;
+    }
+
+    private LogicalVariable getNewDecorVar(GroupByOperator g, LogicalVariable v) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : g.getDecorList()) {
+            ILogicalExpression e = p.second.getValue();
+            if (e.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                LogicalVariable v2 = ((VariableReferenceExpression) e).getVariableReference();
+                if (v2 == v) {
+                    return (p.first != null) ? p.first : v2;
+                }
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+    /**
+     * Propagate equivalences that carried in expressions to the variables that
+     * they are assigned to.
+     *
+     * @param eqClasses
+     *            an equivalent class map
+     * @param assignExprs
+     *            expressions on the right-hand-side of assignments
+     * @param assignVars
+     *            variables on the left-hand-side of assignments
+     */
+    private void propagateEquivalenceFromExpressionsToVariables(Map<LogicalVariable, EquivalenceClass> eqClasses,
+            List<Mutable<ILogicalExpression>> assignExprs, List<LogicalVariable> assignVars) {
+        for (int assignVarIndex = 0; assignVarIndex < assignVars.size(); ++assignVarIndex) {
+            LogicalVariable var = assignVars.get(assignVarIndex);
+            ILogicalExpression expr = assignExprs.get(assignVarIndex).getValue();
+            Map<LogicalVariable, EquivalenceClass> newVarEqcMap = new HashMap<LogicalVariable, EquivalenceClass>();
+            for (Entry<LogicalVariable, EquivalenceClass> entry : eqClasses.entrySet()) {
+                EquivalenceClass eqc = entry.getValue();
+                // If the equivalence class contains the right-hand-side
+                // expression,
+                // the left-hand-side variable is added into the equivalence
+                // class.
+                if (eqc.contains(expr)) {
+                    eqc.addMember(var);
+                    newVarEqcMap.put(var, eqc); // Add var as a map key for the
+                                                // equivalence class.
+                }
+            }
+            eqClasses.putAll(newVarEqcMap);
+        }
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        propagateFDsAndEquivClasses(op, ctx);
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsExpressionStatefulVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsExpressionStatefulVisitor.java
new file mode 100644
index 0000000..1a7505b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsExpressionStatefulVisitor.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+/**
+ * This visitor determines whether a logical expression contains any stateful
+ * function call expression.
+ */
+public class IsExpressionStatefulVisitor implements ILogicalExpressionVisitor<Boolean, Void> {
+
+    @Override
+    public Boolean visitConstantExpression(ConstantExpression expr, Void arg) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public Boolean visitVariableReferenceExpression(VariableReferenceExpression expr, Void arg)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public Boolean visitAggregateFunctionCallExpression(AggregateFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        return visitFunctionExpression(expr, arg);
+    }
+
+    @Override
+    public Boolean visitScalarFunctionCallExpression(ScalarFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        return visitFunctionExpression(expr, arg);
+    }
+
+    @Override
+    public Boolean visitStatefulFunctionCallExpression(StatefulFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        return true;
+    }
+
+    @Override
+    public Boolean visitUnnestingFunctionCallExpression(UnnestingFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        return visitFunctionExpression(expr, arg);
+    }
+
+    private boolean visitFunctionExpression(AbstractFunctionCallExpression expr, Void arg) throws AlgebricksException {
+        for (Mutable<ILogicalExpression> argRef : expr.getArguments()) {
+            if (argRef.getValue().accept(this, arg)) {
+                return true;
+            }
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
new file mode 100644
index 0000000..5ae116b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismOperatorVisitor.java
@@ -0,0 +1,697 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class IsomorphismOperatorVisitor implements ILogicalOperatorVisitor<Boolean, ILogicalOperator> {
+
+    private final Map<LogicalVariable, LogicalVariable> variableMapping = new HashMap<LogicalVariable, LogicalVariable>();
+
+    public IsomorphismOperatorVisitor() {
+    }
+
+    @Override
+    public Boolean visitAggregateOperator(AggregateOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return Boolean.FALSE;
+        }
+        AggregateOperator aggOpArg = (AggregateOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(
+                getPairList(op.getVariables(), op.getExpressions()),
+                getPairList(aggOpArg.getVariables(), aggOpArg.getExpressions()));
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitRunningAggregateOperator(RunningAggregateOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.RUNNINGAGGREGATE) {
+            return Boolean.FALSE;
+        }
+        RunningAggregateOperator aggOpArg = (RunningAggregateOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(
+                getPairList(op.getVariables(), op.getExpressions()),
+                getPairList(aggOpArg.getVariables(), aggOpArg.getExpressions()));
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) copyAndSubstituteVar(op, arg);
+        if (aop.getOperatorTag() != LogicalOperatorTag.EMPTYTUPLESOURCE) {
+            return Boolean.FALSE;
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitExtensionOperator(ExtensionOperator op, ILogicalOperator arg) throws AlgebricksException {
+        ExtensionOperator aop = (ExtensionOperator) copyAndSubstituteVar(op, arg);
+        if (aop.getOperatorTag() != LogicalOperatorTag.EXTENSION_OPERATOR) {
+            return Boolean.FALSE;
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitGroupByOperator(GroupByOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        // require the same physical operator, otherwise delivers different data
+        // properties
+        if (aop.getOperatorTag() != LogicalOperatorTag.GROUP
+                || aop.getPhysicalOperator().getOperatorTag() != op.getPhysicalOperator().getOperatorTag()) {
+            return Boolean.FALSE;
+        }
+
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> keyLists = op.getGroupByList();
+        GroupByOperator gbyOpArg = (GroupByOperator) copyAndSubstituteVar(op, arg);
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> keyListsArg = gbyOpArg.getGroupByList();
+
+        List<Pair<LogicalVariable, ILogicalExpression>> listLeft = new ArrayList<Pair<LogicalVariable, ILogicalExpression>>();
+        List<Pair<LogicalVariable, ILogicalExpression>> listRight = new ArrayList<Pair<LogicalVariable, ILogicalExpression>>();
+
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> pair : keyLists)
+            listLeft.add(new Pair<LogicalVariable, ILogicalExpression>(pair.first, pair.second.getValue()));
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> pair : keyListsArg)
+            listRight.add(new Pair<LogicalVariable, ILogicalExpression>(pair.first, pair.second.getValue()));
+
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(listLeft, listRight);
+
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
+        int sizeOp = op.getNestedPlans().size();
+        int sizeArg = gbyOpArg.getNestedPlans().size();
+        if (sizeOp != sizeArg) {
+            return Boolean.FALSE;
+        }
+
+        GroupByOperator argOp = (GroupByOperator) arg;
+        List<ILogicalPlan> plans = op.getNestedPlans();
+        List<ILogicalPlan> plansArg = argOp.getNestedPlans();
+        for (int i = 0; i < plans.size(); i++) {
+            List<Mutable<ILogicalOperator>> roots = plans.get(i).getRoots();
+            List<Mutable<ILogicalOperator>> rootsArg = plansArg.get(i).getRoots();
+            if (roots.size() != rootsArg.size()) {
+                return Boolean.FALSE;
+            }
+            for (int j = 0; j < roots.size(); j++) {
+                ILogicalOperator topOp1 = roots.get(j).getValue();
+                ILogicalOperator topOp2 = rootsArg.get(j).getValue();
+                isomorphic = IsomorphismUtilities.isOperatorIsomorphicPlanSegment(topOp1, topOp2);
+                if (!isomorphic) {
+                    return Boolean.FALSE;
+                }
+            }
+        }
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitLimitOperator(LimitOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.LIMIT) {
+            return Boolean.FALSE;
+        }
+        LimitOperator limitOpArg = (LimitOperator) copyAndSubstituteVar(op, arg);
+        if (op.getOffset() != limitOpArg.getOffset()) {
+            return Boolean.FALSE;
+        }
+        boolean isomorphic = op.getMaxObjects().getValue().equals(limitOpArg.getMaxObjects().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitInnerJoinOperator(InnerJoinOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return Boolean.FALSE;
+        }
+        InnerJoinOperator joinOpArg = (InnerJoinOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = op.getCondition().getValue().equals(joinOpArg.getCondition().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitLeftOuterJoinOperator(LeftOuterJoinOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            return Boolean.FALSE;
+        }
+        LeftOuterJoinOperator joinOpArg = (LeftOuterJoinOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = op.getCondition().getValue().equals(joinOpArg.getCondition().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitNestedTupleSourceOperator(NestedTupleSourceOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return Boolean.FALSE;
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitOrderOperator(OrderOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.ORDER) {
+            return Boolean.FALSE;
+        }
+        OrderOperator orderOpArg = (OrderOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = compareIOrderAndExpressions(op.getOrderExpressions(), orderOpArg.getOrderExpressions());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitAssignOperator(AssignOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return Boolean.FALSE;
+        }
+        AssignOperator assignOpArg = (AssignOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(
+                getPairList(op.getVariables(), op.getExpressions()),
+                getPairList(assignOpArg.getVariables(), assignOpArg.getExpressions()));
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitSelectOperator(SelectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return Boolean.FALSE;
+        }
+        SelectOperator selectOpArg = (SelectOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = op.getCondition().getValue().equals(selectOpArg.getCondition().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitProjectOperator(ProjectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+            return Boolean.FALSE;
+        }
+        ProjectOperator projectOpArg = (ProjectOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), projectOpArg.getVariables());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitPartitioningSplitOperator(PartitioningSplitOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.PARTITIONINGSPLIT) {
+            return Boolean.FALSE;
+        }
+        PartitioningSplitOperator partitionOpArg = (PartitioningSplitOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = compareExpressions(op.getExpressions(), partitionOpArg.getExpressions());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitReplicateOperator(ReplicateOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.REPLICATE) {
+            return Boolean.FALSE;
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitMaterializeOperator(MaterializeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.MATERIALIZE) {
+            return Boolean.FALSE;
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitScriptOperator(ScriptOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.SCRIPT) {
+            return Boolean.FALSE;
+        }
+        ScriptOperator scriptOpArg = (ScriptOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = op.getScriptDescription().equals(scriptOpArg.getScriptDescription());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitSubplanOperator(SubplanOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return Boolean.FALSE;
+        }
+        SubplanOperator subplanOpArg = (SubplanOperator) copyAndSubstituteVar(op, arg);
+        List<ILogicalPlan> plans = op.getNestedPlans();
+        List<ILogicalPlan> plansArg = subplanOpArg.getNestedPlans();
+        for (int i = 0; i < plans.size(); i++) {
+            List<Mutable<ILogicalOperator>> roots = plans.get(i).getRoots();
+            List<Mutable<ILogicalOperator>> rootsArg = plansArg.get(i).getRoots();
+            if (roots.size() == rootsArg.size()) {
+                return Boolean.FALSE;
+            }
+            for (int j = 0; j < roots.size(); j++) {
+                ILogicalOperator topOp1 = roots.get(j).getValue();
+                ILogicalOperator topOp2 = rootsArg.get(j).getValue();
+                boolean isomorphic = IsomorphismUtilities.isOperatorIsomorphicPlanSegment(topOp1, topOp2);
+                if (!isomorphic) {
+                    return Boolean.FALSE;
+                }
+            }
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitUnionOperator(UnionAllOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.UNIONALL) {
+            return Boolean.FALSE;
+        }
+        UnionAllOperator unionOpArg = (UnionAllOperator) copyAndSubstituteVar(op, arg);
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> mapping = op.getVariableMappings();
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> mappingArg = unionOpArg.getVariableMappings();
+        if (mapping.size() != mappingArg.size()) {
+            return Boolean.FALSE;
+        }
+        return VariableUtilities.varListEqualUnordered(mapping, mappingArg);
+    }
+
+    @Override
+    public Boolean visitIntersectOperator(IntersectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        if (op.getOperatorTag() != LogicalOperatorTag.INTERSECT) {
+            return Boolean.FALSE;
+        }
+        IntersectOperator intersetOpArg = (IntersectOperator) copyAndSubstituteVar(op, arg);
+        List<LogicalVariable> variables = op.getOutputVars();
+        List<LogicalVariable> variablesArg = intersetOpArg.getOutputVars();
+        if (variables.size() != variablesArg.size()) {
+            return Boolean.FALSE;
+        }
+        if (!VariableUtilities.varListEqualUnordered(variables, variablesArg)) {
+            return Boolean.FALSE;
+        }
+
+        if (op.getNumInput() != intersetOpArg.getNumInput()) {
+            return Boolean.FALSE;
+        }
+        for (int i = 0; i < op.getNumInput(); i++) {
+            if (!VariableUtilities.varListEqualUnordered(op.getInputVariables(i), intersetOpArg.getInputVariables(i))) {
+                return Boolean.FALSE;
+            }
+        }
+        return Boolean.TRUE;
+    }
+
+    @Override
+    public Boolean visitUnnestOperator(UnnestOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return Boolean.FALSE;
+        }
+        UnnestOperator unnestOpArg = (UnnestOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), unnestOpArg.getVariables())
+                && variableEqual(op.getPositionalVariable(), unnestOpArg.getPositionalVariable());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
+        isomorphic = op.getExpressionRef().getValue().equals(unnestOpArg.getExpressionRef().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitUnnestMapOperator(UnnestMapOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.UNNEST_MAP) {
+            return Boolean.FALSE;
+        }
+        UnnestMapOperator unnestOpArg = (UnnestMapOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), unnestOpArg.getVariables());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
+        isomorphic = op.getExpressionRef().getValue().equals(unnestOpArg.getExpressionRef().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.LEFT_OUTER_UNNEST_MAP) {
+            return Boolean.FALSE;
+        }
+        LeftOuterUnnestMapOperator loUnnestOpArg = (LeftOuterUnnestMapOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), loUnnestOpArg.getVariables());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
+        isomorphic = op.getExpressionRef().getValue().equals(loUnnestOpArg.getExpressionRef().getValue());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitDataScanOperator(DataSourceScanOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN) {
+            return Boolean.FALSE;
+        }
+        DataSourceScanOperator argScan = (DataSourceScanOperator) arg;
+        if (!argScan.getDataSource().toString().equals(op.getDataSource().toString())) {
+            return Boolean.FALSE;
+        }
+        DataSourceScanOperator scanOpArg = (DataSourceScanOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), scanOpArg.getVariables())
+                && op.getDataSource().toString().equals(scanOpArg.getDataSource().toString());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitDistinctOperator(DistinctOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.DISTINCT) {
+            return Boolean.FALSE;
+        }
+        DistinctOperator distinctOpArg = (DistinctOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = compareExpressions(op.getExpressions(), distinctOpArg.getExpressions());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitExchangeOperator(ExchangeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.EXCHANGE) {
+            return Boolean.FALSE;
+        }
+        // require the same partition property
+        if (!(op.getPhysicalOperator().getOperatorTag() == aop.getPhysicalOperator().getOperatorTag())) {
+            return Boolean.FALSE;
+        }
+        variableMapping.clear();
+        IsomorphismUtilities.mapVariablesTopDown(op, arg, variableMapping);
+        IPhysicalPropertiesVector properties = op.getPhysicalOperator().getDeliveredProperties();
+        IPhysicalPropertiesVector propertiesArg = aop.getPhysicalOperator().getDeliveredProperties();
+        if (properties == null && propertiesArg == null) {
+            return Boolean.TRUE;
+        }
+        if (properties == null || propertiesArg == null) {
+            return Boolean.FALSE;
+        }
+        IPartitioningProperty partProp = properties.getPartitioningProperty();
+        IPartitioningProperty partPropArg = propertiesArg.getPartitioningProperty();
+        if (!partProp.getPartitioningType().equals(partPropArg.getPartitioningType())) {
+            return Boolean.FALSE;
+        }
+        List<LogicalVariable> columns = new ArrayList<LogicalVariable>();
+        partProp.getColumns(columns);
+        List<LogicalVariable> columnsArg = new ArrayList<LogicalVariable>();
+        partPropArg.getColumns(columnsArg);
+        if (columns.size() != columnsArg.size()) {
+            return Boolean.FALSE;
+        }
+        if (columns.size() == 0) {
+            return Boolean.TRUE;
+        }
+        for (int i = 0; i < columnsArg.size(); i++) {
+            LogicalVariable rightVar = columnsArg.get(i);
+            LogicalVariable leftVar = variableMapping.get(rightVar);
+            if (leftVar != null) {
+                columnsArg.set(i, leftVar);
+            }
+        }
+        return VariableUtilities.varListEqualUnordered(columns, columnsArg);
+    }
+
+    @Override
+    public Boolean visitWriteOperator(WriteOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.WRITE) {
+            return Boolean.FALSE;
+        }
+        WriteOperator writeOpArg = (WriteOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), writeOpArg.getSchema());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitDistributeResultOperator(DistributeResultOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
+            return Boolean.FALSE;
+        }
+        DistributeResultOperator writeOpArg = (DistributeResultOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), writeOpArg.getSchema());
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitWriteResultOperator(WriteResultOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT) {
+            return Boolean.FALSE;
+        }
+        WriteResultOperator writeOpArg = (WriteResultOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), writeOpArg.getSchema());
+        if (!op.getDataSource().equals(writeOpArg.getDataSource())) {
+            isomorphic = false;
+        }
+        if (!op.getPayloadExpression().equals(writeOpArg.getPayloadExpression())) {
+            isomorphic = false;
+        }
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.INSERT_DELETE_UPSERT) {
+            return Boolean.FALSE;
+        }
+        InsertDeleteUpsertOperator insertOpArg = (InsertDeleteUpsertOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), insertOpArg.getSchema());
+        if (!op.getDataSource().equals(insertOpArg.getDataSource())) {
+            isomorphic = false;
+        }
+        if (!op.getPayloadExpression().equals(insertOpArg.getPayloadExpression())) {
+            isomorphic = false;
+        }
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.INDEX_INSERT_DELETE_UPSERT) {
+            return Boolean.FALSE;
+        }
+        IndexInsertDeleteUpsertOperator insertOpArg = (IndexInsertDeleteUpsertOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), insertOpArg.getSchema());
+        if (!op.getDataSourceIndex().equals(insertOpArg.getDataSourceIndex())) {
+            isomorphic = false;
+        }
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitTokenizeOperator(TokenizeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.TOKENIZE) {
+            return Boolean.FALSE;
+        }
+        TokenizeOperator tokenizeOpArg = (TokenizeOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getSchema(), tokenizeOpArg.getSchema());
+        if (!op.getDataSourceIndex().equals(tokenizeOpArg.getDataSourceIndex())) {
+            isomorphic = false;
+        }
+        return isomorphic;
+    }
+
+    @Override
+    public Boolean visitSinkOperator(SinkOperator op, ILogicalOperator arg) throws AlgebricksException {
+        return true;
+    }
+
+    private Boolean compareExpressions(List<Mutable<ILogicalExpression>> opExprs,
+            List<Mutable<ILogicalExpression>> argExprs) {
+        if (opExprs.size() != argExprs.size()) {
+            return Boolean.FALSE;
+        }
+        for (int i = 0; i < opExprs.size(); i++) {
+            boolean isomorphic = opExprs.get(i).getValue().equals(argExprs.get(i).getValue());
+            if (!isomorphic) {
+                return Boolean.FALSE;
+            }
+        }
+        return Boolean.TRUE;
+    }
+
+    private Boolean compareIOrderAndExpressions(List<Pair<IOrder, Mutable<ILogicalExpression>>> opOrderExprs,
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> argOrderExprs) {
+        if (opOrderExprs.size() != argOrderExprs.size()) {
+            return Boolean.FALSE;
+        }
+        for (int i = 0; i < opOrderExprs.size(); i++) {
+            boolean isomorphic = opOrderExprs.get(i).first.equals(argOrderExprs.get(i).first);
+            if (!isomorphic) {
+                return Boolean.FALSE;
+            }
+            isomorphic = opOrderExprs.get(i).second.getValue().equals(argOrderExprs.get(i).second.getValue());
+            if (!isomorphic) {
+                return Boolean.FALSE;
+            }
+        }
+        return Boolean.TRUE;
+    }
+
+    private ILogicalOperator copyAndSubstituteVar(ILogicalOperator op, ILogicalOperator argOp)
+            throws AlgebricksException {
+        ILogicalOperator newOp = OperatorManipulationUtil.deepCopy(argOp);
+        variableMapping.clear();
+        IsomorphismUtilities.mapVariablesTopDown(op, argOp, variableMapping);
+
+        List<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+        if (argOp.getInputs().size() > 0) {
+            for (int i = 0; i < argOp.getInputs().size(); i++)
+                VariableUtilities.getLiveVariables(argOp.getInputs().get(i).getValue(), liveVars);
+        }
+        List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(argOp, producedVars);
+        List<LogicalVariable> producedVarsNew = new ArrayList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(op, producedVarsNew);
+
+        if (producedVars.size() != producedVarsNew.size()) {
+            return newOp;
+        }
+        for (Entry<LogicalVariable, LogicalVariable> map : variableMapping.entrySet()) {
+            if (liveVars.contains(map.getKey())) {
+                VariableUtilities.substituteVariables(newOp, map.getKey(), map.getValue(), null);
+            }
+        }
+        for (int i = 0; i < producedVars.size(); i++)
+            VariableUtilities.substituteVariables(newOp, producedVars.get(i), producedVarsNew.get(i), null);
+        return newOp;
+    }
+
+    public List<Pair<LogicalVariable, ILogicalExpression>> getPairList(List<LogicalVariable> vars,
+            List<Mutable<ILogicalExpression>> exprs) throws AlgebricksException {
+        List<Pair<LogicalVariable, ILogicalExpression>> list = new ArrayList<Pair<LogicalVariable, ILogicalExpression>>();
+        if (vars.size() != exprs.size()) {
+            throw new AlgebricksException("variable list size does not equal to expression list size ");
+        }
+        for (int i = 0; i < vars.size(); i++) {
+            list.add(new Pair<LogicalVariable, ILogicalExpression>(vars.get(i), exprs.get(i).getValue()));
+        }
+        return list;
+    }
+
+    private static boolean variableEqual(LogicalVariable var, LogicalVariable varArg) {
+        if (var == null && varArg == null) {
+            return true;
+        }
+        if (var.equals(varArg)) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public Boolean visitOuterUnnestOperator(OuterUnnestOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) arg;
+        if (aop.getOperatorTag() != LogicalOperatorTag.OUTER_UNNEST) {
+            return Boolean.FALSE;
+        }
+        OuterUnnestOperator unnestOpArg = (OuterUnnestOperator) copyAndSubstituteVar(op, arg);
+        boolean isomorphic = VariableUtilities.varListEqualUnordered(op.getVariables(), unnestOpArg.getVariables())
+                && variableEqual(op.getPositionalVariable(), unnestOpArg.getPositionalVariable());
+        if (!isomorphic) {
+            return Boolean.FALSE;
+        }
+        isomorphic = op.getExpressionRef().getValue().equals(unnestOpArg.getExpressionRef().getValue());
+        return isomorphic;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismUtilities.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismUtilities.java
new file mode 100644
index 0000000..b86e8e9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismUtilities.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class IsomorphismUtilities {
+
+    public static void mapVariablesTopDown(ILogicalOperator op, ILogicalOperator arg,
+            Map<LogicalVariable, LogicalVariable> variableMapping) throws AlgebricksException {
+        IsomorphismVariableMappingVisitor visitor = new IsomorphismVariableMappingVisitor(variableMapping);
+        op.accept(visitor, arg);
+    }
+
+    public static boolean isOperatorIsomorphic(ILogicalOperator op, ILogicalOperator arg) throws AlgebricksException {
+        IsomorphismOperatorVisitor visitor = new IsomorphismOperatorVisitor();
+        return op.accept(visitor, arg).booleanValue();
+    }
+
+    public static boolean isOperatorIsomorphicPlanSegment(ILogicalOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> inputs1 = op.getInputs();
+        List<Mutable<ILogicalOperator>> inputs2 = arg.getInputs();
+        if (inputs1.size() != inputs2.size()) {
+            return false;
+        }
+        for (int i = 0; i < inputs1.size(); i++) {
+            ILogicalOperator input1 = inputs1.get(i).getValue();
+            ILogicalOperator input2 = inputs2.get(i).getValue();
+            boolean isomorphic = isOperatorIsomorphicPlanSegment(input1, input2);
+            if (!isomorphic) {
+                return false;
+            }
+        }
+        return IsomorphismUtilities.isOperatorIsomorphic(op, arg);
+    }
+
+    public static boolean isOperatorIsomorphicPlan(ILogicalPlan plan, ILogicalPlan arg) throws AlgebricksException {
+        if (plan.getRoots().size() != arg.getRoots().size()) {
+            return false;
+        }
+        for (int i = 0; i < plan.getRoots().size(); i++) {
+            ILogicalOperator topOp1 = plan.getRoots().get(i).getValue();
+            ILogicalOperator topOp2 = arg.getRoots().get(i).getValue();
+            if (!IsomorphismUtilities.isOperatorIsomorphicPlanSegment(topOp1, topOp2)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
new file mode 100644
index 0000000..1b1b9d8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/IsomorphismVariableMappingVisitor.java
@@ -0,0 +1,482 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractAssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class IsomorphismVariableMappingVisitor implements ILogicalOperatorVisitor<Void, ILogicalOperator> {
+
+    private Map<LogicalVariable, LogicalVariable> variableMapping;
+
+    public IsomorphismVariableMappingVisitor(Map<LogicalVariable, LogicalVariable> variableMapping) {
+        this.variableMapping = variableMapping;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForAbstractAssign(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForAbstractAssign(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForGroupBy(op, arg);
+        mapVariablesInNestedPlans(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        ILogicalOperator inputToCreator1 = op.getSourceOperator();
+        NestedTupleSourceOperator nts = (NestedTupleSourceOperator) arg;
+        ILogicalOperator inputToCreator2 = nts.getSourceOperator();
+        inputToCreator1.accept(this, inputToCreator2);
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForAbstractAssign(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesInNestedPlans(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForUnion(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariablesForIntersect(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    private void mapChildren(ILogicalOperator op, ILogicalOperator opArg) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> inputs = op.getInputs();
+        List<Mutable<ILogicalOperator>> inputsArg = opArg.getInputs();
+        if (inputs.size() != inputsArg.size())
+            throw new AlgebricksException("children are not isomoprhic");
+        for (int i = 0; i < inputs.size(); i++) {
+            ILogicalOperator input = inputs.get(i).getValue();
+            ILogicalOperator inputArg = inputsArg.get(i).getValue();
+            input.accept(this, inputArg);
+        }
+    }
+
+    private void mapVariables(ILogicalOperator left, ILogicalOperator right) throws AlgebricksException {
+        List<LogicalVariable> producedVarLeft = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> producedVarRight = new ArrayList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(left, producedVarLeft);
+        VariableUtilities.getProducedVariables(right, producedVarRight);
+        mapVariables(producedVarLeft, producedVarRight);
+    }
+
+    private void mapVariables(List<LogicalVariable> variablesLeft, List<LogicalVariable> variablesRight) {
+        if (variablesLeft.size() != variablesRight.size())
+            return;
+        int size = variablesLeft.size();
+        for (int i = 0; i < size; i++) {
+            LogicalVariable left = variablesLeft.get(i);
+            LogicalVariable right = variablesRight.get(i);
+            variableMapping.put(right, left);
+        }
+    }
+
+    private void mapVariablesForAbstractAssign(ILogicalOperator left, ILogicalOperator right)
+            throws AlgebricksException {
+        AbstractAssignOperator leftOp = (AbstractAssignOperator) left;
+        AbstractAssignOperator rightOp = (AbstractAssignOperator) right;
+        List<LogicalVariable> producedVarLeft = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> producedVarRight = new ArrayList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(left, producedVarLeft);
+        VariableUtilities.getProducedVariables(right, producedVarRight);
+        mapVariablesForAbstractAssign(producedVarLeft, leftOp.getExpressions(), producedVarRight,
+                rightOp.getExpressions());
+    }
+
+    private void mapVariablesForGroupBy(ILogicalOperator left, ILogicalOperator right) throws AlgebricksException {
+        GroupByOperator leftOp = (GroupByOperator) left;
+        GroupByOperator rightOp = (GroupByOperator) right;
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> leftPairs = leftOp.getGroupByList();
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> rightPairs = rightOp.getGroupByList();
+        mapVarExprPairList(leftPairs, rightPairs);
+        leftPairs = leftOp.getDecorList();
+        rightPairs = rightOp.getDecorList();
+        mapVarExprPairList(leftPairs, rightPairs);
+    }
+
+    private void mapVarExprPairList(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> leftPairs,
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> rightPairs) {
+        if (leftPairs.size() != rightPairs.size())
+            return;
+        for (int i = 0; i < leftPairs.size(); i++) {
+            ILogicalExpression exprLeft = leftPairs.get(i).second.getValue();
+            LogicalVariable leftVar = leftPairs.get(i).first;
+            for (int j = 0; j < leftPairs.size(); j++) {
+                ILogicalExpression exprRight = copyExpressionAndSubtituteVars(rightPairs.get(j).second).getValue();
+                if (exprLeft.equals(exprRight)) {
+                    LogicalVariable rightVar = rightPairs.get(j).first;
+                    if (rightVar != null && leftVar != null) {
+                        variableMapping.put(rightVar, leftVar);
+                    }
+                    break;
+                }
+            }
+        }
+    }
+
+    private void mapVariablesForAbstractAssign(List<LogicalVariable> variablesLeft,
+            List<Mutable<ILogicalExpression>> exprsLeft, List<LogicalVariable> variablesRight,
+            List<Mutable<ILogicalExpression>> exprsRight) {
+        if (variablesLeft.size() != variablesRight.size())
+            return;
+        int size = variablesLeft.size();
+        for (int i = 0; i < size; i++) {
+            ILogicalExpression exprLeft = exprsLeft.get(i).getValue();
+            LogicalVariable left = variablesLeft.get(i);
+            for (int j = 0; j < size; j++) {
+                ILogicalExpression exprRight = copyExpressionAndSubtituteVars(exprsRight.get(j)).getValue();
+                if (exprLeft.equals(exprRight)) {
+                    LogicalVariable right = variablesRight.get(j);
+                    variableMapping.put(right, left);
+                    break;
+                }
+            }
+        }
+    }
+
+    private void mapVariablesInNestedPlans(ILogicalOperator opOrigin, ILogicalOperator arg) throws AlgebricksException {
+        AbstractOperatorWithNestedPlans op = (AbstractOperatorWithNestedPlans) opOrigin;
+        AbstractOperatorWithNestedPlans argOp = (AbstractOperatorWithNestedPlans) arg;
+        List<ILogicalPlan> plans = op.getNestedPlans();
+        List<ILogicalPlan> plansArg = argOp.getNestedPlans();
+        if (plans.size() != plansArg.size())
+            return;
+        for (int i = 0; i < plans.size(); i++) {
+            List<Mutable<ILogicalOperator>> roots = plans.get(i).getRoots();
+            List<Mutable<ILogicalOperator>> rootsArg = plansArg.get(i).getRoots();
+            if (roots.size() != rootsArg.size())
+                return;
+            for (int j = 0; j < roots.size(); j++) {
+                ILogicalOperator topOp1 = roots.get(j).getValue();
+                ILogicalOperator topOp2 = rootsArg.get(j).getValue();
+                topOp1.accept(this, topOp2);
+            }
+        }
+    }
+
+    private void mapVariablesStandard(ILogicalOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapChildren(op, arg);
+        mapVariables(op, arg);
+    }
+
+    private Mutable<ILogicalExpression> copyExpressionAndSubtituteVars(Mutable<ILogicalExpression> expr) {
+        ILogicalExpression copy = ((AbstractLogicalExpression) expr.getValue()).cloneExpression();
+        for (Entry<LogicalVariable, LogicalVariable> entry : variableMapping.entrySet())
+            copy.substituteVar(entry.getKey(), entry.getValue());
+        return new MutableObject<ILogicalExpression>(copy);
+    }
+
+    private void mapVariablesForUnion(ILogicalOperator op, ILogicalOperator arg) {
+        UnionAllOperator union = (UnionAllOperator) op;
+        UnionAllOperator unionArg = (UnionAllOperator) arg;
+        mapVarTripleList(union.getVariableMappings(), unionArg.getVariableMappings());
+    }
+
+    private void mapVarTripleList(List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> leftTriples,
+            List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> rightTriples) {
+        if (leftTriples.size() != rightTriples.size())
+            return;
+        for (int i = 0; i < leftTriples.size(); i++) {
+            LogicalVariable leftFirstVar = leftTriples.get(i).first;
+            LogicalVariable leftSecondVar = leftTriples.get(i).second;
+            LogicalVariable leftThirdVar = leftTriples.get(i).third;
+            for (int j = 0; j < rightTriples.size(); j++) {
+                LogicalVariable rightFirstVar = rightTriples.get(j).first;
+                LogicalVariable rightSecondVar = rightTriples.get(j).second;
+                LogicalVariable rightThirdVar = rightTriples.get(j).third;
+                if (varEquivalent(leftFirstVar, rightFirstVar) && varEquivalent(leftSecondVar, rightSecondVar)) {
+                    variableMapping.put(rightThirdVar, leftThirdVar);
+                    break;
+                }
+            }
+        }
+    }
+
+    private void mapVariablesForIntersect(IntersectOperator op, ILogicalOperator arg) {
+        IntersectOperator opArg = (IntersectOperator) arg;
+        if (op.getNumInput() != opArg.getNumInput()) {
+            return;
+        }
+        for (int i = 0; i < op.getNumInput(); i++) {
+            for (int j = 0; j < op.getInputVariables(i).size(); j++) {
+                if (!varEquivalent(op.getInputVariables(i).get(j), opArg.getInputVariables(i).get(j))) {
+                    return;
+                }
+            }
+
+        }
+        mapVariables(op.getOutputVars(), opArg.getOutputVars());
+    }
+
+    private boolean varEquivalent(LogicalVariable left, LogicalVariable right) {
+        if (variableMapping.get(right) == null)
+            return false;
+        if (variableMapping.get(right).equals(left))
+            return true;
+        else
+            return false;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, ILogicalOperator arg) throws AlgebricksException {
+        mapVariablesStandard(op, arg);
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalExpressionDeepCopyWithNewVariablesVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalExpressionDeepCopyWithNewVariablesVisitor.java
new file mode 100644
index 0000000..cb89a73
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalExpressionDeepCopyWithNewVariablesVisitor.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.IVariableContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionAnnotation;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+public class LogicalExpressionDeepCopyWithNewVariablesVisitor
+        implements ILogicalExpressionVisitor<ILogicalExpression, Void> {
+    private final IVariableContext varContext;
+    private final Map<LogicalVariable, LogicalVariable> inVarMapping;
+    private final Map<LogicalVariable, LogicalVariable> outVarMapping;
+
+    public LogicalExpressionDeepCopyWithNewVariablesVisitor(IVariableContext varContext,
+            Map<LogicalVariable, LogicalVariable> inVarMapping, Map<LogicalVariable, LogicalVariable> variableMapping) {
+        this.varContext = varContext;
+        this.inVarMapping = inVarMapping;
+        this.outVarMapping = variableMapping;
+    }
+
+    public ILogicalExpression deepCopy(ILogicalExpression expr) throws AlgebricksException {
+        if (expr == null) {
+            return null;
+        }
+        return expr.accept(this, null);
+    }
+
+    private void deepCopyAnnotations(AbstractFunctionCallExpression src, AbstractFunctionCallExpression dest) {
+        Map<Object, IExpressionAnnotation> srcAnnotations = src.getAnnotations();
+        Map<Object, IExpressionAnnotation> destAnnotations = dest.getAnnotations();
+        for (Map.Entry<Object, IExpressionAnnotation> annotationEntry : srcAnnotations.entrySet()) {
+            IExpressionAnnotation annotation = annotationEntry.getValue().copy();
+            destAnnotations.put(annotationEntry.getKey(), annotation);
+        }
+    }
+
+    private void deepCopyOpaqueParameters(AbstractFunctionCallExpression src, AbstractFunctionCallExpression dest) {
+        Object[] srcOpaqueParameters = src.getOpaqueParameters();
+        Object[] newOpaqueParameters = null;
+        if (srcOpaqueParameters != null) {
+            newOpaqueParameters = new Object[srcOpaqueParameters.length];
+            for (int i = 0; i < srcOpaqueParameters.length; i++) {
+                newOpaqueParameters[i] = srcOpaqueParameters[i];
+            }
+        }
+        dest.setOpaqueParameters(newOpaqueParameters);
+    }
+
+    public MutableObject<ILogicalExpression> deepCopyExpressionReference(Mutable<ILogicalExpression> exprRef)
+            throws AlgebricksException {
+        return new MutableObject<ILogicalExpression>(deepCopy(exprRef.getValue()));
+    }
+
+    // TODO return List<...>
+    public ArrayList<Mutable<ILogicalExpression>> deepCopyExpressionReferenceList(
+            List<Mutable<ILogicalExpression>> list) throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> listCopy = new ArrayList<Mutable<ILogicalExpression>>(list.size());
+        for (Mutable<ILogicalExpression> exprRef : list) {
+            listCopy.add(deepCopyExpressionReference(exprRef));
+        }
+        return listCopy;
+    }
+
+    @Override
+    public ILogicalExpression visitAggregateFunctionCallExpression(AggregateFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        AggregateFunctionCallExpression exprCopy = new AggregateFunctionCallExpression(expr.getFunctionInfo(),
+                expr.isTwoStep(), deepCopyExpressionReferenceList(expr.getArguments()));
+        exprCopy.setStepOneAggregate(expr.getStepOneAggregate());
+        exprCopy.setStepTwoAggregate(expr.getStepTwoAggregate());
+        deepCopyAnnotations(expr, exprCopy);
+        deepCopyOpaqueParameters(expr, exprCopy);
+        return exprCopy;
+    }
+
+    @Override
+    public ILogicalExpression visitConstantExpression(ConstantExpression expr, Void arg) throws AlgebricksException {
+        return new ConstantExpression(expr.getValue());
+    }
+
+    @Override
+    public ILogicalExpression visitScalarFunctionCallExpression(ScalarFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        ScalarFunctionCallExpression exprCopy = new ScalarFunctionCallExpression(expr.getFunctionInfo(),
+                deepCopyExpressionReferenceList(expr.getArguments()));
+        deepCopyAnnotations(expr, exprCopy);
+        deepCopyOpaqueParameters(expr, exprCopy);
+        return exprCopy;
+
+    }
+
+    @Override
+    public ILogicalExpression visitStatefulFunctionCallExpression(StatefulFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        StatefulFunctionCallExpression exprCopy = new StatefulFunctionCallExpression(expr.getFunctionInfo(),
+                expr.getPropertiesComputer(), deepCopyExpressionReferenceList(expr.getArguments()));
+        deepCopyAnnotations(expr, exprCopy);
+        deepCopyOpaqueParameters(expr, exprCopy);
+        return exprCopy;
+    }
+
+    @Override
+    public ILogicalExpression visitUnnestingFunctionCallExpression(UnnestingFunctionCallExpression expr, Void arg)
+            throws AlgebricksException {
+        UnnestingFunctionCallExpression exprCopy = new UnnestingFunctionCallExpression(expr.getFunctionInfo(),
+                deepCopyExpressionReferenceList(expr.getArguments()));
+        deepCopyAnnotations(expr, exprCopy);
+        deepCopyOpaqueParameters(expr, exprCopy);
+        return exprCopy;
+    }
+
+    @Override
+    public ILogicalExpression visitVariableReferenceExpression(VariableReferenceExpression expr, Void arg)
+            throws AlgebricksException {
+        LogicalVariable var = expr.getVariableReference();
+        LogicalVariable givenVarReplacement = inVarMapping.get(var);
+        if (givenVarReplacement != null) {
+            outVarMapping.put(var, givenVarReplacement);
+            return new VariableReferenceExpression(givenVarReplacement);
+        }
+        LogicalVariable varCopy = outVarMapping.get(var);
+        if (varCopy == null) {
+            varCopy = varContext.newVar();
+            outVarMapping.put(var, varCopy);
+        }
+        return new VariableReferenceExpression(varCopy);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java
new file mode 100644
index 0000000..b1d8610
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalOperatorDeepCopyWithNewVariablesVisitor.java
@@ -0,0 +1,571 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IVariableContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.visitors.IQueryOperatorVisitor;
+
+/**
+ * This visitor deep-copies a query plan but uses a new set of variables. Method
+ * getInputToOutputVariableMapping() will return a map that maps input variables
+ * to their corresponding output variables.
+ */
+public class LogicalOperatorDeepCopyWithNewVariablesVisitor
+        implements IQueryOperatorVisitor<ILogicalOperator, ILogicalOperator> {
+    private final ITypingContext typeContext;
+    private final IVariableContext varContext;
+    private final LogicalExpressionDeepCopyWithNewVariablesVisitor exprDeepCopyVisitor;
+
+    // Key: Variable in the original plan. Value: New variable replacing the
+    // original one in the copied plan.
+    private final Map<LogicalVariable, LogicalVariable> inputVarToOutputVarMapping;
+
+    // Key: New variable in the new plan. Value: The old variable in the
+    // original plan.
+    private final Map<LogicalVariable, LogicalVariable> outputVarToInputVarMapping;
+
+    /**
+     * @param IOptimizationContext
+     *            , the optimization context
+     */
+    public LogicalOperatorDeepCopyWithNewVariablesVisitor(IVariableContext varContext, ITypingContext typeContext) {
+        this.varContext = varContext;
+        this.typeContext = typeContext;
+        this.inputVarToOutputVarMapping = new HashMap<>();
+        this.outputVarToInputVarMapping = new HashMap<>();
+        this.exprDeepCopyVisitor = new LogicalExpressionDeepCopyWithNewVariablesVisitor(varContext,
+                outputVarToInputVarMapping, inputVarToOutputVarMapping);
+    }
+
+    /**
+     * @param IOptimizationContext
+     *            the optimization context
+     * @param inVarMapping
+     *            Variable mapping keyed by variables in the original plan.
+     *            Those variables are replaced by their corresponding value in
+     *            the map in the copied plan.
+     */
+    public LogicalOperatorDeepCopyWithNewVariablesVisitor(IVariableContext varContext, ITypingContext typeContext,
+            Map<LogicalVariable, LogicalVariable> inVarMapping) {
+        this.varContext = varContext;
+        this.typeContext = typeContext;
+        this.inputVarToOutputVarMapping = inVarMapping;
+        this.outputVarToInputVarMapping = new HashMap<>();
+        exprDeepCopyVisitor = new LogicalExpressionDeepCopyWithNewVariablesVisitor(varContext, inVarMapping,
+                inputVarToOutputVarMapping);
+    }
+
+    private void copyAnnotations(ILogicalOperator src, ILogicalOperator dest) {
+        dest.getAnnotations().putAll(src.getAnnotations());
+    }
+
+    public ILogicalOperator deepCopy(ILogicalOperator op) throws AlgebricksException {
+        // The deep copy call outside this visitor always has a null argument.
+        return deepCopy(op, null);
+    }
+
+    private ILogicalOperator deepCopy(ILogicalOperator op, ILogicalOperator arg) throws AlgebricksException {
+        if (op == null) {
+            return null;
+        }
+        ILogicalOperator opCopy = op.accept(this, arg);
+        if (typeContext != null) {
+            OperatorManipulationUtil.computeTypeEnvironmentBottomUp(opCopy, typeContext);
+        }
+        return opCopy;
+    }
+
+    private void deepCopyInputs(ILogicalOperator src, ILogicalOperator dest, ILogicalOperator arg)
+            throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> inputs = src.getInputs();
+        List<Mutable<ILogicalOperator>> inputsCopy = dest.getInputs();
+        for (Mutable<ILogicalOperator> input : inputs) {
+            inputsCopy.add(deepCopyOperatorReference(input, arg));
+        }
+    }
+
+    private Mutable<ILogicalOperator> deepCopyOperatorReference(Mutable<ILogicalOperator> opRef, ILogicalOperator arg)
+            throws AlgebricksException {
+        return new MutableObject<ILogicalOperator>(deepCopy(opRef.getValue(), arg));
+    }
+
+    private List<Mutable<ILogicalOperator>> deepCopyOperatorReferenceList(List<Mutable<ILogicalOperator>> list,
+            ILogicalOperator arg) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> listCopy = new ArrayList<Mutable<ILogicalOperator>>(list.size());
+        for (Mutable<ILogicalOperator> opRef : list) {
+            listCopy.add(deepCopyOperatorReference(opRef, arg));
+        }
+        return listCopy;
+    }
+
+    private IOrder deepCopyOrder(IOrder order) {
+        switch (order.getKind()) {
+            case ASC:
+            case DESC:
+                return order;
+            case FUNCTIONCALL:
+            default:
+                throw new UnsupportedOperationException();
+        }
+    }
+
+    private List<Pair<IOrder, Mutable<ILogicalExpression>>> deepCopyOrderExpressionReferencePairList(
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> list) throws AlgebricksException {
+        ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>> listCopy = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>(
+                list.size());
+        for (Pair<IOrder, Mutable<ILogicalExpression>> pair : list) {
+            listCopy.add(new Pair<OrderOperator.IOrder, Mutable<ILogicalExpression>>(deepCopyOrder(pair.first),
+                    exprDeepCopyVisitor.deepCopyExpressionReference(pair.second)));
+        }
+        return listCopy;
+    }
+
+    private ILogicalPlan deepCopyPlan(ILogicalPlan plan, ILogicalOperator arg) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> rootsCopy = deepCopyOperatorReferenceList(plan.getRoots(), arg);
+        ILogicalPlan planCopy = new ALogicalPlanImpl(rootsCopy);
+        return planCopy;
+    }
+
+    private List<ILogicalPlan> deepCopyPlanList(List<ILogicalPlan> list, List<ILogicalPlan> listCopy,
+            ILogicalOperator arg) throws AlgebricksException {
+        for (ILogicalPlan plan : list) {
+            listCopy.add(deepCopyPlan(plan, arg));
+        }
+        return listCopy;
+    }
+
+    private LogicalVariable deepCopyVariable(LogicalVariable var) {
+        if (var == null) {
+            return null;
+        }
+        LogicalVariable givenVarReplacement = outputVarToInputVarMapping.get(var);
+        if (givenVarReplacement != null) {
+            inputVarToOutputVarMapping.put(var, givenVarReplacement);
+            return givenVarReplacement;
+        }
+        LogicalVariable varCopy = inputVarToOutputVarMapping.get(var);
+        if (varCopy == null) {
+            varCopy = varContext.newVar();
+            inputVarToOutputVarMapping.put(var, varCopy);
+        }
+        return varCopy;
+    }
+
+    private List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> deepCopyVariableExpressionReferencePairList(
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> list) throws AlgebricksException {
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> listCopy = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>(
+                list.size());
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> pair : list) {
+            listCopy.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(deepCopyVariable(pair.first),
+                    exprDeepCopyVisitor.deepCopyExpressionReference(pair.second)));
+        }
+        return listCopy;
+    }
+
+    private List<LogicalVariable> deepCopyVariableList(List<LogicalVariable> list) {
+        ArrayList<LogicalVariable> listCopy = new ArrayList<LogicalVariable>(list.size());
+        for (LogicalVariable var : list) {
+            listCopy.add(deepCopyVariable(var));
+        }
+        return listCopy;
+    }
+
+    private void deepCopyInputsAnnotationsAndExecutionMode(ILogicalOperator op, ILogicalOperator arg,
+            AbstractLogicalOperator opCopy) throws AlgebricksException {
+        deepCopyInputs(op, opCopy, arg);
+        copyAnnotations(op, opCopy);
+        opCopy.setExecutionMode(op.getExecutionMode());
+    }
+
+    public void reset() {
+        inputVarToOutputVarMapping.clear();
+        outputVarToInputVarMapping.clear();
+    }
+
+    public void updatePrimaryKeys(IOptimizationContext context) {
+        for (Map.Entry<LogicalVariable, LogicalVariable> entry : inputVarToOutputVarMapping.entrySet()) {
+            List<LogicalVariable> primaryKey = context.findPrimaryKey(entry.getKey());
+            if (primaryKey != null) {
+                List<LogicalVariable> head = new ArrayList<LogicalVariable>();
+                for (LogicalVariable variable : primaryKey) {
+                    head.add(inputVarToOutputVarMapping.get(variable));
+                }
+                List<LogicalVariable> tail = new ArrayList<LogicalVariable>(1);
+                tail.add(entry.getValue());
+                context.addPrimaryKey(new FunctionalDependency(head, tail));
+            }
+        }
+    }
+
+    public LogicalVariable varCopy(LogicalVariable var) throws AlgebricksException {
+        return inputVarToOutputVarMapping.get(var);
+    }
+
+    @Override
+    public ILogicalOperator visitAggregateOperator(AggregateOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        AggregateOperator opCopy = new AggregateOperator(deepCopyVariableList(op.getVariables()),
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitAssignOperator(AssignOperator op, ILogicalOperator arg) throws AlgebricksException {
+        AssignOperator opCopy = new AssignOperator(deepCopyVariableList(op.getVariables()),
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitDataScanOperator(DataSourceScanOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        DataSourceScanOperator opCopy = new DataSourceScanOperator(deepCopyVariableList(op.getVariables()),
+                op.getDataSource());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitDistinctOperator(DistinctOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        DistinctOperator opCopy = new DistinctOperator(
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, ILogicalOperator arg) {
+        EmptyTupleSourceOperator opCopy = new EmptyTupleSourceOperator();
+        opCopy.setExecutionMode(op.getExecutionMode());
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitExchangeOperator(ExchangeOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        ExchangeOperator opCopy = new ExchangeOperator();
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitGroupByOperator(GroupByOperator op, ILogicalOperator arg) throws AlgebricksException {
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> groupByListCopy = deepCopyVariableExpressionReferencePairList(
+                op.getGroupByList());
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> decorListCopy = deepCopyVariableExpressionReferencePairList(
+                op.getDecorList());
+        List<ILogicalPlan> nestedPlansCopy = new ArrayList<ILogicalPlan>();
+
+        GroupByOperator opCopy = new GroupByOperator(groupByListCopy, decorListCopy, nestedPlansCopy);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        deepCopyPlanList(op.getNestedPlans(), nestedPlansCopy, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitInnerJoinOperator(InnerJoinOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        InnerJoinOperator opCopy = new InnerJoinOperator(
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getCondition()),
+                deepCopyOperatorReference(op.getInputs().get(0), arg),
+                deepCopyOperatorReference(op.getInputs().get(1), arg));
+        copyAnnotations(op, opCopy);
+        opCopy.setExecutionMode(op.getExecutionMode());
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterJoinOperator(LeftOuterJoinOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        LeftOuterJoinOperator opCopy = new LeftOuterJoinOperator(
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getCondition()),
+                deepCopyOperatorReference(op.getInputs().get(0), arg),
+                deepCopyOperatorReference(op.getInputs().get(1), arg));
+        copyAnnotations(op, opCopy);
+        opCopy.setExecutionMode(op.getExecutionMode());
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitLimitOperator(LimitOperator op, ILogicalOperator arg) throws AlgebricksException {
+        LimitOperator opCopy = new LimitOperator(exprDeepCopyVisitor.deepCopy(op.getMaxObjects().getValue()),
+                exprDeepCopyVisitor.deepCopy(op.getOffset().getValue()), op.isTopmostLimitOp());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitNestedTupleSourceOperator(NestedTupleSourceOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        Mutable<ILogicalOperator> dataSourceReference = arg == null ? op.getDataSourceReference()
+                : new MutableObject<ILogicalOperator>(arg);
+        NestedTupleSourceOperator opCopy = new NestedTupleSourceOperator(dataSourceReference);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitOrderOperator(OrderOperator op, ILogicalOperator arg) throws AlgebricksException {
+        OrderOperator opCopy = new OrderOperator(deepCopyOrderExpressionReferencePairList(op.getOrderExpressions()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitPartitioningSplitOperator(PartitioningSplitOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        PartitioningSplitOperator opCopy = new PartitioningSplitOperator(
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions()), op.getDefaultBranchIndex());
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitProjectOperator(ProjectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        ProjectOperator opCopy = new ProjectOperator(deepCopyVariableList(op.getVariables()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitReplicateOperator(ReplicateOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        boolean[] outputMatFlags = op.getOutputMaterializationFlags();
+        boolean[] copiedOutputMatFlags = new boolean[outputMatFlags.length];
+        System.arraycopy(outputMatFlags, 0, copiedOutputMatFlags, 0, outputMatFlags.length);
+        ReplicateOperator opCopy = new ReplicateOperator(op.getOutputArity(), copiedOutputMatFlags);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitMaterializeOperator(MaterializeOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        MaterializeOperator opCopy = new MaterializeOperator();
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitRunningAggregateOperator(RunningAggregateOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        RunningAggregateOperator opCopy = new RunningAggregateOperator(deepCopyVariableList(op.getVariables()),
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getExpressions()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitScriptOperator(ScriptOperator op, ILogicalOperator arg) throws AlgebricksException {
+        ScriptOperator opCopy = new ScriptOperator(op.getScriptDescription(),
+                deepCopyVariableList(op.getInputVariables()), deepCopyVariableList(op.getOutputVariables()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitSelectOperator(SelectOperator op, ILogicalOperator arg) throws AlgebricksException {
+        SelectOperator opCopy = new SelectOperator(exprDeepCopyVisitor.deepCopyExpressionReference(op.getCondition()),
+                op.getRetainNull(), deepCopyVariable(op.getNullPlaceholderVariable()));
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitSubplanOperator(SubplanOperator op, ILogicalOperator arg) throws AlgebricksException {
+        List<ILogicalPlan> nestedPlansCopy = new ArrayList<ILogicalPlan>();
+        SubplanOperator opCopy = new SubplanOperator(nestedPlansCopy);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        deepCopyPlanList(op.getNestedPlans(), nestedPlansCopy, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitUnionOperator(UnionAllOperator op, ILogicalOperator arg) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> copiedInputs = new ArrayList<>();
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            copiedInputs.add(deepCopyOperatorReference(childRef, null));
+        }
+        List<List<LogicalVariable>> liveVarsInInputs = new ArrayList<>();
+        for (Mutable<ILogicalOperator> inputOpRef : copiedInputs) {
+            List<LogicalVariable> liveVars = new ArrayList<>();
+            VariableUtilities.getLiveVariables(inputOpRef.getValue(), liveVars);
+            liveVarsInInputs.add(liveVars);
+        }
+        List<LogicalVariable> liveVarsInLeftInput = liveVarsInInputs.get(0);
+        List<LogicalVariable> liveVarsInRightInput = liveVarsInInputs.get(1);
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> copiedTriples = new ArrayList<>();
+        int index = 0;
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> triple : op.getVariableMappings()) {
+            LogicalVariable producedVar = deepCopyVariable(triple.third);
+            Triple<LogicalVariable, LogicalVariable, LogicalVariable> copiedTriple = new Triple<>(
+                    liveVarsInLeftInput.get(index), liveVarsInRightInput.get(index), producedVar);
+            copiedTriples.add(copiedTriple);
+            ++index;
+        }
+        UnionAllOperator opCopy = new UnionAllOperator(copiedTriples);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitIntersectOperator(IntersectOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        List<List<LogicalVariable>> liveVarsInInputs = getLiveVarsInInputs(op);
+        List<LogicalVariable> outputCopy = new ArrayList<>();
+        for (LogicalVariable var : op.getOutputVars()) {
+            outputCopy.add(deepCopyVariable(var));
+        }
+        IntersectOperator opCopy = new IntersectOperator(outputCopy, liveVarsInInputs);
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    private List<List<LogicalVariable>> getLiveVarsInInputs(AbstractLogicalOperator op) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> copiedInputs = new ArrayList<>();
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            copiedInputs.add(deepCopyOperatorReference(childRef, null));
+        }
+        List<List<LogicalVariable>> liveVarsInInputs = new ArrayList<>();
+        for (Mutable<ILogicalOperator> inputOpRef : copiedInputs) {
+            List<LogicalVariable> liveVars = new ArrayList<>();
+            VariableUtilities.getLiveVariables(inputOpRef.getValue(), liveVars);
+            liveVarsInInputs.add(liveVars);
+        }
+        return liveVarsInInputs;
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestMapOperator(UnnestMapOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        UnnestMapOperator opCopy = new UnnestMapOperator(deepCopyVariableList(op.getVariables()),
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()), op.getVariableTypes(),
+                op.propagatesInput());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        LeftOuterUnnestMapOperator opCopy = new LeftOuterUnnestMapOperator(deepCopyVariableList(op.getVariables()),
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()), op.getVariableTypes(),
+                op.propagatesInput());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestOperator(UnnestOperator op, ILogicalOperator arg) throws AlgebricksException {
+        UnnestOperator opCopy = new UnnestOperator(deepCopyVariable(op.getVariable()),
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()),
+                deepCopyVariable(op.getPositionalVariable()), op.getPositionalVariableType(), op.getPositionWriter());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitTokenizeOperator(TokenizeOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        TokenizeOperator opCopy = new TokenizeOperator(op.getDataSourceIndex(),
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getPrimaryKeyExpressions()),
+                exprDeepCopyVisitor.deepCopyExpressionReferenceList(op.getSecondaryKeyExpressions()),
+                this.deepCopyVariableList(op.getTokenizeVars()),
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getFilterExpression()), op.getOperation(),
+                op.isBulkload(), op.isPartitioned(), op.getTokenizeVarTypes());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    @Override
+    public ILogicalOperator visitExtensionOperator(ExtensionOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public ILogicalOperator visitOuterUnnestOperator(OuterUnnestOperator op, ILogicalOperator arg)
+            throws AlgebricksException {
+        OuterUnnestOperator opCopy = new OuterUnnestOperator(deepCopyVariable(op.getVariable()),
+                exprDeepCopyVisitor.deepCopyExpressionReference(op.getExpressionRef()),
+                deepCopyVariable(op.getPositionalVariable()), op.getPositionalVariableType(), op.getPositionWriter());
+        deepCopyInputsAnnotationsAndExecutionMode(op, arg, opCopy);
+        return opCopy;
+    }
+
+    public Map<LogicalVariable, LogicalVariable> getOutputToInputVariableMapping() {
+        return outputVarToInputVarMapping;
+    }
+
+    public Map<LogicalVariable, LogicalVariable> getInputToOutputVariableMapping() {
+        return inputVarToOutputVarMapping;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java
new file mode 100644
index 0000000..7ef76ee
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/LogicalPropertiesVisitor.java
@@ -0,0 +1,365 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableEvalSizeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractAssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILogicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LogicalPropertiesVectorImpl;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public class LogicalPropertiesVisitor implements ILogicalOperatorVisitor<Void, IOptimizationContext> {
+
+    public static void computeLogicalPropertiesDFS(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        LogicalPropertiesVisitor visitor = new LogicalPropertiesVisitor();
+        computeLogicalPropertiesRec(op, visitor, context);
+    }
+
+    private static void computeLogicalPropertiesRec(ILogicalOperator op, LogicalPropertiesVisitor visitor,
+            IOptimizationContext context) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> ref : op.getInputs()) {
+            computeLogicalPropertiesRec(ref.getValue(), visitor, context);
+        }
+        op.accept(visitor, context);
+        if (AlgebricksConfig.DEBUG) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER.finest(
+                    "Logical properties visitor for " + op + ": " + context.getLogicalPropertiesVector(op) + "\n");
+        }
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, IOptimizationContext context) throws AlgebricksException {
+        visitAssignment(op, context);
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, IOptimizationContext arg) throws AlgebricksException {
+        propagateCardinalityAndFrameNumber(op, arg);
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, IOptimizationContext arg) throws AlgebricksException {
+        Object annot1 = op.getAnnotations().get(OperatorAnnotations.CARDINALITY);
+        if (annot1 == null) {
+            return null;
+        }
+        Integer m = (Integer) annot1;
+        LogicalPropertiesVectorImpl v = new LogicalPropertiesVectorImpl();
+        v.setNumberOfTuples(m);
+        Object annot2 = op.getAnnotations().get(OperatorAnnotations.MAX_NUMBER_FRAMES);
+        if (annot2 != null) {
+            Integer f = (Integer) annot2;
+            v.setMaxOutputFrames(f);
+        }
+        arg.putLogicalPropertiesVector(op, v);
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, IOptimizationContext context) throws AlgebricksException {
+        propagateCardinalityAndFrameNumber(op, context);
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        visitAssignment(op, context);
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, IOptimizationContext arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    private LogicalPropertiesVectorImpl propagateCardinality(ILogicalOperator op, IOptimizationContext context) {
+        ILogicalOperator op0 = op.getInputs().get(0).getValue();
+        ILogicalPropertiesVector v0 = context.getLogicalPropertiesVector(op0);
+        if (v0 == null) {
+            return null;
+        }
+        LogicalPropertiesVectorImpl v = new LogicalPropertiesVectorImpl();
+        v.setNumberOfTuples(v0.getNumberOfTuples());
+        context.putLogicalPropertiesVector(op, v);
+        return v;
+    }
+
+    private void visitAssignment(AbstractAssignOperator op, IOptimizationContext context) throws AlgebricksException {
+        LogicalPropertiesVectorImpl v = propagateCardinality(op, context);
+        if (v != null && v.getNumberOfTuples() != null) {
+            IVariableEvalSizeEnvironment varSizeEnv = context.getVariableEvalSizeEnvironment();
+            IExpressionEvalSizeComputer evalSize = context.getExpressionEvalSizeComputer();
+            if (evalSize != null) {
+                ILogicalOperator op0 = op.getInputs().get(0).getValue();
+                ILogicalPropertiesVector v0 = context.getLogicalPropertiesVector(op0);
+                if (v0 != null) {
+                    long frames0 = v0.getMaxOutputFrames();
+                    long overhead = 0; // added per tuple
+                    for (Mutable<ILogicalExpression> exprRef : op.getExpressions()) {
+                        int sz = evalSize.getEvalSize(exprRef.getValue(), varSizeEnv);
+                        if (sz == -1) {
+                            return;
+                        }
+                        overhead += sz;
+                    }
+                    int frameSize = context.getPhysicalOptimizationConfig().getFrameSize();
+                    if (frameSize > 0) {
+                        long sz = frames0 * frameSize + overhead * v.getNumberOfTuples();
+                        int frames1 = (int) (sz / frameSize);
+                        if (sz % frameSize > 0) {
+                            frames1++;
+                        }
+                        v.setMaxOutputFrames(frames1);
+                    }
+                }
+            }
+        }
+    }
+
+    public void propagateCardinalityAndFrameNumber(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        LogicalPropertiesVectorImpl v = propagateCardinality(op, context);
+        // propagate also max number of frames (conservatively)
+        ILogicalOperator op0 = op.getInputs().get(0).getValue();
+        ILogicalPropertiesVector v0 = context.getLogicalPropertiesVector(op0);
+        if (v0 != null) {
+            v.setMaxOutputFrames(v0.getMaxOutputFrames());
+        }
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, IOptimizationContext arg) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, IOptimizationContext arg) throws AlgebricksException {
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java
new file mode 100644
index 0000000..ec024f3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/OperatorDeepCopyVisitor.java
@@ -0,0 +1,404 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class OperatorDeepCopyVisitor implements ILogicalOperatorVisitor<ILogicalOperator, Void> {
+
+    @Override
+    public ILogicalOperator visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newList = new ArrayList<LogicalVariable>();
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        newList.addAll(op.getVariables());
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new AggregateOperator(newList, newExpressions);
+    }
+
+    @Override
+    public ILogicalOperator visitRunningAggregateOperator(RunningAggregateOperator op, Void arg)
+            throws AlgebricksException {
+        ArrayList<LogicalVariable> newList = new ArrayList<LogicalVariable>();
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        newList.addAll(op.getVariables());
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new RunningAggregateOperator(newList, newExpressions);
+    }
+
+    @Override
+    public ILogicalOperator visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg)
+            throws AlgebricksException {
+        return new EmptyTupleSourceOperator();
+    }
+
+    @Override
+    public ILogicalOperator visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> groupByList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+        List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> decoList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+        ArrayList<ILogicalPlan> newSubplans = new ArrayList<ILogicalPlan>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> pair : op.getGroupByList()) {
+            groupByList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(pair.first,
+                    deepCopyExpressionRef(pair.second)));
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> pair : op.getDecorList()) {
+            decoList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(pair.first,
+                    deepCopyExpressionRef(pair.second)));
+        }
+        GroupByOperator gbyOp = new GroupByOperator(groupByList, decoList, newSubplans);
+        for (ILogicalPlan plan : op.getNestedPlans()) {
+            newSubplans.add(OperatorManipulationUtil.deepCopy(plan, gbyOp));
+        }
+        return gbyOp;
+    }
+
+    @Override
+    public ILogicalOperator visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        return new LimitOperator(deepCopyExpressionRef(op.getMaxObjects()).getValue(),
+                deepCopyExpressionRef(op.getOffset()).getValue(), op.isTopmostLimitOp());
+    }
+
+    @Override
+    public ILogicalOperator visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        return new InnerJoinOperator(deepCopyExpressionRef(op.getCondition()), op.getInputs().get(0),
+                op.getInputs().get(1));
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        return new LeftOuterJoinOperator(deepCopyExpressionRef(op.getCondition()), op.getInputs().get(0),
+                op.getInputs().get(1));
+    }
+
+    @Override
+    public ILogicalOperator visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg)
+            throws AlgebricksException {
+        return new NestedTupleSourceOperator(op.getDataSourceReference());
+    }
+
+    @Override
+    public ILogicalOperator visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        return new OrderOperator(this.deepCopyOrderAndExpression(op.getOrderExpressions()));
+    }
+
+    @Override
+    public ILogicalOperator visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newList = new ArrayList<LogicalVariable>();
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        newList.addAll(op.getVariables());
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new AssignOperator(newList, newExpressions);
+    }
+
+    @Override
+    public ILogicalOperator visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        return new SelectOperator(deepCopyExpressionRef(op.getCondition()), op.getRetainNull(),
+                op.getNullPlaceholderVariable());
+    }
+
+    @Override
+    public ILogicalOperator visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newList = new ArrayList<LogicalVariable>();
+        newList.addAll(op.getVariables());
+        return new ProjectOperator(newList);
+    }
+
+    @Override
+    public ILogicalOperator visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg)
+            throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new PartitioningSplitOperator(newExpressions, op.getDefaultBranchIndex());
+    }
+
+    @Override
+    public ILogicalOperator visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        return new ReplicateOperator(op.getOutputArity());
+    }
+
+    @Override
+    public ILogicalOperator visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newInputList = new ArrayList<LogicalVariable>();
+        ArrayList<LogicalVariable> newOutputList = new ArrayList<LogicalVariable>();
+        newInputList.addAll(op.getInputVariables());
+        newOutputList.addAll(op.getOutputVariables());
+        return new ScriptOperator(op.getScriptDescription(), newInputList, newOutputList);
+    }
+
+    @Override
+    public ILogicalOperator visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        ArrayList<ILogicalPlan> newSubplans = new ArrayList<ILogicalPlan>();
+        SubplanOperator subplanOp = new SubplanOperator(newSubplans);
+        for (ILogicalPlan plan : op.getNestedPlans()) {
+            newSubplans.add(OperatorManipulationUtil.deepCopy(plan, subplanOp));
+        }
+        return subplanOp;
+    }
+
+    @Override
+    public ILogicalOperator visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> newVarMap = new ArrayList<Triple<LogicalVariable, LogicalVariable, LogicalVariable>>();
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap = op.getVariableMappings();
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> triple : varMap) {
+            newVarMap.add(new Triple<LogicalVariable, LogicalVariable, LogicalVariable>(triple.first, triple.second,
+                    triple.third));
+        }
+        return new UnionAllOperator(newVarMap);
+    }
+
+    @Override
+    public ILogicalOperator visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        List<LogicalVariable> outputVar = new ArrayList<>(op.getOutputVars());
+        List<List<LogicalVariable>> inputVars = new ArrayList<>(op.getNumInput());
+        for (int i = 0; i < op.getNumInput(); i++) {
+            inputVars.add(new ArrayList<>(op.getInputVariables(i)));
+        }
+        return new IntersectOperator(outputVar, inputVars);
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        return new UnnestOperator(op.getVariable(), deepCopyExpressionRef(op.getExpressionRef()),
+                op.getPositionalVariable(), op.getPositionalVariableType(), op.getPositionWriter());
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newInputList = new ArrayList<LogicalVariable>();
+        newInputList.addAll(op.getVariables());
+        return new UnnestMapOperator(newInputList, deepCopyExpressionRef(op.getExpressionRef()),
+                new ArrayList<Object>(op.getVariableTypes()), op.propagatesInput());
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg)
+            throws AlgebricksException {
+        ArrayList<LogicalVariable> newInputList = new ArrayList<LogicalVariable>();
+        newInputList.addAll(op.getVariables());
+        return new LeftOuterUnnestMapOperator(newInputList, deepCopyExpressionRef(op.getExpressionRef()),
+                new ArrayList<Object>(op.getVariableTypes()), op.propagatesInput());
+    }
+
+    @Override
+    public ILogicalOperator visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        ArrayList<LogicalVariable> newInputList = new ArrayList<LogicalVariable>();
+        newInputList.addAll(op.getVariables());
+        return new DataSourceScanOperator(newInputList, op.getDataSource());
+    }
+
+    @Override
+    public ILogicalOperator visitDistinctOperator(DistinctOperator op, Void arg) throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new DistinctOperator(newExpressions);
+    }
+
+    @Override
+    public ILogicalOperator visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        return new ExchangeOperator();
+    }
+
+    @Override
+    public ILogicalOperator visitWriteOperator(WriteOperator op, Void arg) throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new WriteOperator(newExpressions, op.getDataSink());
+    }
+
+    @Override
+    public ILogicalOperator visitDistributeResultOperator(DistributeResultOperator op, Void arg)
+            throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> newExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newExpressions, op.getExpressions());
+        return new DistributeResultOperator(newExpressions, op.getDataSink());
+    }
+
+    @Override
+    public ILogicalOperator visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
+        ArrayList<Mutable<ILogicalExpression>> newKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newKeyExpressions, op.getKeyExpressions());
+        List<Mutable<ILogicalExpression>> newLSMComponentFilterExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newKeyExpressions, op.getAdditionalFilteringExpressions());
+        WriteResultOperator writeResultOp = new WriteResultOperator(op.getDataSource(),
+                deepCopyExpressionRef(op.getPayloadExpression()), newKeyExpressions);
+        writeResultOp.setAdditionalFilteringExpressions(newLSMComponentFilterExpressions);
+        return writeResultOp;
+    }
+
+    @Override
+    public ILogicalOperator visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        List<Mutable<ILogicalExpression>> newKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newKeyExpressions, op.getPrimaryKeyExpressions());
+        List<Mutable<ILogicalExpression>> newLSMComponentFilterExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newKeyExpressions, op.getAdditionalFilteringExpressions());
+        InsertDeleteUpsertOperator insertDeleteOp = new InsertDeleteUpsertOperator(op.getDataSource(),
+                deepCopyExpressionRef(op.getPayloadExpression()), newKeyExpressions, op.getOperation(),
+                op.isBulkload());
+        insertDeleteOp.setAdditionalFilteringExpressions(newLSMComponentFilterExpressions);
+        return insertDeleteOp;
+    }
+
+    @Override
+    public ILogicalOperator visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        List<Mutable<ILogicalExpression>> newPrimaryKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newPrimaryKeyExpressions, op.getPrimaryKeyExpressions());
+        List<Mutable<ILogicalExpression>> newSecondaryKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newSecondaryKeyExpressions, op.getSecondaryKeyExpressions());
+        Mutable<ILogicalExpression> newFilterExpression = new MutableObject<ILogicalExpression>(
+                ((AbstractLogicalExpression) op.getFilterExpression()).cloneExpression());
+        List<Mutable<ILogicalExpression>> newLSMComponentFilterExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newLSMComponentFilterExpressions, op.getAdditionalFilteringExpressions());
+        IndexInsertDeleteUpsertOperator indexInsertDeleteOp = new IndexInsertDeleteUpsertOperator(
+                op.getDataSourceIndex(), newPrimaryKeyExpressions, newSecondaryKeyExpressions, newFilterExpression,
+                op.getOperation(), op.isBulkload());
+        indexInsertDeleteOp.setAdditionalFilteringExpressions(newLSMComponentFilterExpressions);
+        return indexInsertDeleteOp;
+    }
+
+    @Override
+    public ILogicalOperator visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        List<Mutable<ILogicalExpression>> newPrimaryKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newPrimaryKeyExpressions, op.getPrimaryKeyExpressions());
+        List<Mutable<ILogicalExpression>> newSecondaryKeyExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        deepCopyExpressionRefs(newSecondaryKeyExpressions, op.getSecondaryKeyExpressions());
+        List<LogicalVariable> newTokenizeVars = new ArrayList<LogicalVariable>();
+        deepCopyVars(newTokenizeVars, op.getTokenizeVars());
+        Mutable<ILogicalExpression> newFilterExpression = new MutableObject<ILogicalExpression>(
+                ((AbstractLogicalExpression) op.getFilterExpression()).cloneExpression());
+        List<Object> newTokenizeVarTypes = new ArrayList<Object>();
+        deepCopyObjects(newTokenizeVarTypes, op.getTokenizeVarTypes());
+
+        TokenizeOperator tokenizeOp = new TokenizeOperator(op.getDataSourceIndex(), newPrimaryKeyExpressions,
+                newSecondaryKeyExpressions, newTokenizeVars, newFilterExpression, op.getOperation(), op.isBulkload(),
+                op.isPartitioned(), newTokenizeVarTypes);
+        return tokenizeOp;
+    }
+
+    @Override
+    public ILogicalOperator visitSinkOperator(SinkOperator op, Void arg) throws AlgebricksException {
+        return new SinkOperator();
+    }
+
+    private void deepCopyExpressionRefs(List<Mutable<ILogicalExpression>> newExprs,
+            List<Mutable<ILogicalExpression>> oldExprs) {
+        for (Mutable<ILogicalExpression> oldExpr : oldExprs) {
+            newExprs.add(new MutableObject<ILogicalExpression>(
+                    ((AbstractLogicalExpression) oldExpr.getValue()).cloneExpression()));
+        }
+    }
+
+    private Mutable<ILogicalExpression> deepCopyExpressionRef(Mutable<ILogicalExpression> oldExprRef) {
+        ILogicalExpression oldExpr = oldExprRef.getValue();
+        if (oldExpr == null) {
+            return new MutableObject<ILogicalExpression>(null);
+        }
+        return new MutableObject<ILogicalExpression>(oldExpr.cloneExpression());
+    }
+
+    private List<LogicalVariable> deepCopyVars(List<LogicalVariable> newVars, List<LogicalVariable> oldVars) {
+        for (LogicalVariable oldVar : oldVars) {
+            newVars.add(oldVar);
+        }
+        return newVars;
+    }
+
+    private List<Object> deepCopyObjects(List<Object> newObjs, List<Object> oldObjs) {
+        for (Object oldObj : oldObjs) {
+            newObjs.add(oldObj);
+        }
+        return newObjs;
+    }
+
+    private List<Pair<IOrder, Mutable<ILogicalExpression>>> deepCopyOrderAndExpression(
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> ordersAndExprs) {
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> newOrdersAndExprs = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        for (Pair<IOrder, Mutable<ILogicalExpression>> pair : ordersAndExprs) {
+            newOrdersAndExprs
+                    .add(new Pair<IOrder, Mutable<ILogicalExpression>>(pair.first, deepCopyExpressionRef(pair.second)));
+        }
+        return newOrdersAndExprs;
+    }
+
+    @Override
+    public ILogicalOperator visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        return new ExtensionOperator(op.getNewInstanceOfDelegateOperator());
+    }
+
+    @Override
+    public ILogicalOperator visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        return new MaterializeOperator();
+    }
+
+    @Override
+    public ILogicalOperator visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        return new OuterUnnestOperator(op.getVariable(), deepCopyExpressionRef(op.getExpressionRef()),
+                op.getPositionalVariable(), op.getPositionalVariableType(), op.getPositionWriter());
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/PrimaryKeyVariablesVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/PrimaryKeyVariablesVisitor.java
new file mode 100644
index 0000000..3f0772a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/PrimaryKeyVariablesVisitor.java
@@ -0,0 +1,286 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+/**
+ * This visitor propagates primary key information for each operator.
+ * NOTE: since the primary key information in data-source-scan is determined by the specific
+ * data source, this visitor, at the Algebricks level, could not generate that information.
+ */
+public class PrimaryKeyVariablesVisitor implements ILogicalOperatorVisitor<Void, IOptimizationContext> {
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        ctx.addPrimaryKey(new FunctionalDependency(op.getVariables(), op.getVariables()));
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        List<LogicalVariable> header = new ArrayList<>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gbyTerm : op.getGroupByList()) {
+            header.add(gbyTerm.first);
+        }
+        List<LogicalVariable> liveVars = new ArrayList<>();
+        VariableUtilities.getSubplanLocalLiveVariables(op, liveVars);
+        ctx.addPrimaryKey(new FunctionalDependency(header, liveVars));
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        // Obtain used variables on the right-hand side of an assign.
+        Set<LogicalVariable> usedVars = new HashSet<>();
+        VariableUtilities.getUsedVariables(op, usedVars);
+        Set<LogicalVariable> primaryKeyVars = null;
+        for (LogicalVariable usedVar : usedVars) {
+            List<LogicalVariable> keyVars = ctx.findPrimaryKey(usedVar);
+            if (keyVars == null) {
+                // No key variables can uniquely identify usedVar.
+                return null;
+            }
+            if (primaryKeyVars == null) {
+                primaryKeyVars = new HashSet<>(keyVars);
+            } else {
+                // The primary key is the union of all the key header variables.
+                primaryKeyVars.addAll(keyVars);
+            }
+        }
+        if (primaryKeyVars != null && !primaryKeyVars.isEmpty()) {
+            List<LogicalVariable> producedVars = new ArrayList<>();
+            VariableUtilities.getProducedVariables(op, producedVars);
+            // Generates new primary keys.
+            ctx.addPrimaryKey(new FunctionalDependency(new ArrayList<LogicalVariable>(primaryKeyVars), producedVars));
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, IOptimizationContext ctx) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, IOptimizationContext arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java
new file mode 100644
index 0000000..b05bdf5
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/ProducedVariableVisitor.java
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestNonMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class ProducedVariableVisitor implements ILogicalOperatorVisitor<Void, Void> {
+
+    private Collection<LogicalVariable> producedVariables;
+
+    public ProducedVariableVisitor(Collection<LogicalVariable> producedVariables) throws AlgebricksException {
+        this.producedVariables = producedVariables;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, Void arg) {
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getLiveVariables(r.getValue(), producedVariables);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : op.getGroupByList()) {
+            if (p.first != null) {
+                producedVariables.add(p.first);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : op.getDecorList()) {
+            if (p.first != null) {
+                producedVariables.add(p.first);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        List<LogicalVariable> usedVariables = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op, usedVariables);
+        for (LogicalVariable v : op.getOutputVariables()) {
+            if (!usedVariables.contains(v)) {
+                producedVariables.add(v);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        Set<LogicalVariable> producedVars = new HashSet<>();
+        Set<LogicalVariable> liveVars = new HashSet<>();
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getProducedVariablesInDescendantsAndSelf(r.getValue(), producedVars);
+                VariableUtilities.getSubplanLocalLiveVariables(r.getValue(), liveVars);
+            }
+        }
+        producedVars.retainAll(liveVars);
+        producedVariables.addAll(producedVars);
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : op.getVariableMappings()) {
+            producedVariables.add(t.third);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getOutputVars());
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        return visitUnnestNonMapOperator(op);
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg) throws AlgebricksException {
+        op.getProducedVariables(producedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        producedVariables.addAll(op.getTokenizeVars());
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        op.getDelegate().getProducedVariables(producedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        return visitUnnestNonMapOperator(op);
+    }
+
+    private Void visitUnnestNonMapOperator(AbstractUnnestNonMapOperator op) {
+        producedVariables.addAll(op.getVariables());
+        LogicalVariable positionalVariable = op.getPositionalVariable();
+        if (positionalVariable != null) {
+            if (!producedVariables.contains(positionalVariable)) {
+                producedVariables.add(positionalVariable);
+            }
+        }
+        return null;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
new file mode 100644
index 0000000..ea6f6aa
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SchemaVariableVisitor.java
@@ -0,0 +1,333 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class SchemaVariableVisitor implements ILogicalOperatorVisitor<Void, Void> {
+
+    private Collection<LogicalVariable> schemaVariables;
+
+    public SchemaVariableVisitor(Collection<LogicalVariable> schemaVariables) {
+        this.schemaVariables = schemaVariables;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        schemaVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, Void arg) throws AlgebricksException {
+        List<LogicalVariable> allLiveVars = new ArrayList<LogicalVariable>();
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            VariableUtilities.getLiveVariables(c.getValue(), allLiveVars);
+        }
+        VariableUtilities.getProducedVariables(op, allLiveVars);
+        /** put distinct vars first */
+        schemaVariables.addAll(op.getDistinctByVarList());
+        /** then other live vars */
+        for (LogicalVariable var : allLiveVars) {
+            if (!schemaVariables.contains(var)) {
+                schemaVariables.add(var);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getLiveVariables(r.getValue(), schemaVariables);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : op.getGroupByList()) {
+            if (p.first != null) {
+                schemaVariables.add(p.first);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : op.getDecorList()) {
+            if (p.first != null) {
+                schemaVariables.add(p.first);
+            } else {
+                ILogicalExpression e = p.second.getValue();
+                if (e.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                    schemaVariables.add(((VariableReferenceExpression) e).getVariableReference());
+                }
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg) throws AlgebricksException {
+        VariableUtilities.getLiveVariables(op.getSourceOperator(), schemaVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        schemaVariables.addAll(op.getVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, Void arg) throws AlgebricksException {
+        // VariableUtilities.getProducedVariables(op, schemaVariables);
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        schemaVariables.addAll(op.getOutputVariables());
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            VariableUtilities.getLiveVariables(c.getValue(), schemaVariables);
+        }
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getLiveVariables(r.getValue(), schemaVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        VariableUtilities.getProducedVariables(op, schemaVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        VariableUtilities.getProducedVariables(op, schemaVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        if (op.propagatesInput()) {
+            standardLayout(op);
+        } else {
+            VariableUtilities.getProducedVariables(op, schemaVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    private void standardLayout(ILogicalOperator op) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            VariableUtilities.getLiveVariables(c.getValue(), schemaVariables);
+        }
+        VariableUtilities.getProducedVariables(op, schemaVariables);
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg)
+            throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        standardLayout(op);
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
new file mode 100644
index 0000000..4061497
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/SubstituteVariableVisitor.java
@@ -0,0 +1,501 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestNonMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class SubstituteVariableVisitor
+        implements ILogicalOperatorVisitor<Void, Pair<LogicalVariable, LogicalVariable>> {
+
+    private final boolean goThroughNts;
+    private final ITypingContext ctx;
+
+    public SubstituteVariableVisitor(boolean goThroughNts, ITypingContext ctx) {
+        this.goThroughNts = goThroughNts;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            if (variables.get(i).equals(pair.first)) {
+                variables.set(i, pair.second);
+            } else {
+                op.getExpressions().get(i).getValue().substituteVar(pair.first, pair.second);
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            if (variables.get(i).equals(pair.first)) {
+                variables.set(i, pair.second);
+            } else {
+                op.getExpressions().get(i).getValue().substituteVar(pair.first, pair.second);
+            }
+        }
+        // Substitute variables stored in ordering property
+        if (op.getExplicitOrderingProperty() != null) {
+            List<OrderColumn> orderColumns = op.getExplicitOrderingProperty().getOrderColumns();
+            for (int i = 0; i < orderColumns.size(); i++) {
+                OrderColumn oc = orderColumns.get(i);
+                if (oc.getColumn().equals(pair.first)) {
+                    orderColumns.set(i, new OrderColumn(pair.second, oc.getOrder()));
+                }
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        for (int i = 0; i < variables.size(); i++) {
+            if (variables.get(i) == pair.first) {
+                variables.set(i, pair.second);
+                return null;
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Mutable<ILogicalExpression> eRef : op.getExpressions()) {
+            eRef.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) {
+        // does not use any variable
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, Pair<LogicalVariable, LogicalVariable> pair) {
+        // does not use any variable
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        subst(pair.first, pair.second, op.getGroupByList());
+        subst(pair.first, pair.second, op.getDecorList());
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.substituteVariablesInDescendantsAndSelf(r.getValue(), pair.first, pair.second, ctx);
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        op.getCondition().getValue().substituteVar(pair.first, pair.second);
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        op.getCondition().getValue().substituteVar(pair.first, pair.second);
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        op.getMaxObjects().getValue().substituteVar(pair.first, pair.second);
+        ILogicalExpression offset = op.getOffset().getValue();
+        if (offset != null) {
+            offset.substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Pair<IOrder, Mutable<ILogicalExpression>> oe : op.getOrderExpressions()) {
+            oe.second.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> usedVariables = op.getVariables();
+        int n = usedVariables.size();
+        for (int i = 0; i < n; i++) {
+            LogicalVariable v = usedVariables.get(i);
+            if (v.equals(pair.first)) {
+                usedVariables.set(i, pair.second);
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        int n = variables.size();
+        for (int i = 0; i < n; i++) {
+            if (variables.get(i).equals(pair.first)) {
+                variables.set(i, pair.second);
+            } else {
+                op.getExpressions().get(i).getValue().substituteVar(pair.first, pair.second);
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        substInArray(op.getInputVariables(), pair.first, pair.second);
+        substInArray(op.getOutputVariables(), pair.first, pair.second);
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, Pair<LogicalVariable, LogicalVariable> pair) {
+        op.getCondition().getValue().substituteVar(pair.first, pair.second);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.substituteVariablesInDescendantsAndSelf(r.getValue(), pair.first, pair.second, ctx);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap = op.getVariableMappings();
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> t : varMap) {
+            if (t.first.equals(pair.first)) {
+                t.first = pair.second;
+            }
+            if (t.second.equals(pair.first)) {
+                t.second = pair.second;
+            }
+            if (t.third.equals(pair.first)) {
+                t.third = pair.second;
+            }
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (int i = 0; i < op.getOutputVars().size(); i++) {
+            if (op.getOutputVars().get(i).equals(pair.first)) {
+                op.getOutputVars().set(i, pair.second);
+            }
+        }
+        for (int i = 0; i < op.getNumInput(); i++) {
+            for (int j = 0; j < op.getInputVariables(i).size(); j++) {
+                if (op.getInputVariables(i).get(j).equals(pair.first)) {
+                    op.getInputVariables(i).set(j, pair.second);
+                }
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        substituteVarsForAbstractUnnestMapOp(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        substituteVarsForAbstractUnnestMapOp(op, pair);
+        return null;
+    }
+
+    private void substituteVarsForAbstractUnnestMapOp(AbstractUnnestMapOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        for (int i = 0; i < variables.size(); i++) {
+            if (variables.get(i) == pair.first) {
+                variables.set(i, pair.second);
+                return;
+            }
+        }
+        op.getExpressionRef().getValue().substituteVar(pair.first, pair.second);
+        substVarTypes(op, pair);
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        return visitUnnestNonMapOperator(op, pair);
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        op.getPayloadExpression().getValue().substituteVar(pair.first, pair.second);
+        for (Mutable<ILogicalExpression> e : op.getKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    private void subst(LogicalVariable v1, LogicalVariable v2,
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> varExprPairList) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : varExprPairList) {
+            if (ve.first != null && ve.first.equals(v1)) {
+                ve.first = v2;
+                return;
+            }
+            ve.second.getValue().substituteVar(v1, v2);
+        }
+    }
+
+    private void substInArray(List<LogicalVariable> varArray, LogicalVariable v1, LogicalVariable v2) {
+        for (int i = 0; i < varArray.size(); i++) {
+            LogicalVariable v = varArray.get(i);
+            if (v == v1) {
+                varArray.set(i, v2);
+            }
+        }
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, Pair<LogicalVariable, LogicalVariable> arg)
+            throws AlgebricksException {
+        op.substituteVar(arg.first, arg.second);
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, Pair<LogicalVariable, LogicalVariable> arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        op.getPayloadExpression().getValue().substituteVar(pair.first, pair.second);
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op,
+            Pair<LogicalVariable, LogicalVariable> pair) throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        for (Mutable<ILogicalExpression> e : op.getSecondaryKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        for (Mutable<ILogicalExpression> e : op.getSecondaryKeyExpressions()) {
+            e.getValue().substituteVar(pair.first, pair.second);
+        }
+        substVarTypes(op, pair);
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        return null;
+    }
+
+    private void substVarTypes(ILogicalOperator op, Pair<LogicalVariable, LogicalVariable> arg)
+            throws AlgebricksException {
+        if (ctx == null) {
+            return;
+        }
+        IVariableTypeEnvironment env = ctx.getOutputTypeEnvironment(op);
+        if (env != null) {
+            env.substituteProducedVariable(arg.first, arg.second);
+        }
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, Pair<LogicalVariable, LogicalVariable> arg)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        return visitUnnestNonMapOperator(op, pair);
+    }
+
+    private Void visitUnnestNonMapOperator(AbstractUnnestNonMapOperator op, Pair<LogicalVariable, LogicalVariable> pair)
+            throws AlgebricksException {
+        List<LogicalVariable> variables = op.getVariables();
+        for (int i = 0; i < variables.size(); i++) {
+            if (variables.get(i) == pair.first) {
+                variables.set(i, pair.second);
+                return null;
+            }
+        }
+        op.getExpressionRef().getValue().substituteVar(pair.first, pair.second);
+        substVarTypes(op, pair);
+        return null;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
new file mode 100644
index 0000000..9f62124
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/UsedVariableVisitor.java
@@ -0,0 +1,459 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RangePartitionMergePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RangePartitionPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SortMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class UsedVariableVisitor implements ILogicalOperatorVisitor<Void, Void> {
+
+    private Collection<LogicalVariable> usedVariables;
+
+    public UsedVariableVisitor(Collection<LogicalVariable> usedVariables) {
+        this.usedVariables = usedVariables;
+    }
+
+    @Override
+    public Void visitAggregateOperator(AggregateOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> exprRef : op.getExpressions()) {
+            exprRef.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitAssignOperator(AssignOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> exprRef : op.getExpressions()) {
+            exprRef.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitDataScanOperator(DataSourceScanOperator op, Void arg) {
+        if (op.getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitDistinctOperator(DistinctOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> eRef : op.getExpressions()) {
+            eRef.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg) {
+        // does not use any variable
+        return null;
+    }
+
+    @Override
+    public Void visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        // Used variables depend on the physical operator.
+        if (op.getPhysicalOperator() != null) {
+            IPhysicalOperator physOp = op.getPhysicalOperator();
+            switch (physOp.getOperatorTag()) {
+                case BROADCAST_EXCHANGE:
+                case ONE_TO_ONE_EXCHANGE:
+                case RANDOM_MERGE_EXCHANGE: {
+                    // No variables used.
+                    break;
+                }
+                case HASH_PARTITION_EXCHANGE: {
+                    HashPartitionExchangePOperator concreteOp = (HashPartitionExchangePOperator) physOp;
+                    usedVariables.addAll(concreteOp.getHashFields());
+                    break;
+                }
+                case HASH_PARTITION_MERGE_EXCHANGE: {
+                    HashPartitionMergeExchangePOperator concreteOp = (HashPartitionMergeExchangePOperator) physOp;
+                    usedVariables.addAll(concreteOp.getPartitionFields());
+                    for (OrderColumn orderCol : concreteOp.getOrderColumns()) {
+                        usedVariables.add(orderCol.getColumn());
+                    }
+                    break;
+                }
+                case SORT_MERGE_EXCHANGE: {
+                    SortMergeExchangePOperator concreteOp = (SortMergeExchangePOperator) physOp;
+                    for (OrderColumn orderCol : concreteOp.getSortColumns()) {
+                        usedVariables.add(orderCol.getColumn());
+                    }
+                    break;
+                }
+                case RANGE_PARTITION_EXCHANGE: {
+                    RangePartitionPOperator concreteOp = (RangePartitionPOperator) physOp;
+                    for (OrderColumn partCol : concreteOp.getPartitioningFields()) {
+                        usedVariables.add(partCol.getColumn());
+                    }
+                    break;
+                }
+                case RANGE_PARTITION_MERGE_EXCHANGE: {
+                    RangePartitionMergePOperator concreteOp = (RangePartitionMergePOperator) physOp;
+                    for (OrderColumn partCol : concreteOp.getPartitioningFields()) {
+                        usedVariables.add(partCol.getColumn());
+                    }
+                    break;
+                }
+                case RANDOM_PARTITION_EXCHANGE: {
+                    break;
+                }
+                default: {
+                    throw new AlgebricksException("Unhandled physical operator tag '" + physOp.getOperatorTag() + "'.");
+                }
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getUsedVariablesInDescendantsAndSelf(r.getValue(), usedVariables);
+            }
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> g : op.getGroupByList()) {
+            g.second.getValue().getUsedVariables(usedVariables);
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> g : op.getDecorList()) {
+            g.second.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitInnerJoinOperator(InnerJoinOperator op, Void arg) {
+        op.getCondition().getValue().getUsedVariables(usedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) {
+        op.getCondition().getValue().getUsedVariables(usedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitLimitOperator(LimitOperator op, Void arg) {
+        op.getMaxObjects().getValue().getUsedVariables(usedVariables);
+        ILogicalExpression offsetExpr = op.getOffset().getValue();
+        if (offsetExpr != null) {
+            offsetExpr.getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg) {
+        // does not use any variable
+        return null;
+    }
+
+    @Override
+    public Void visitOrderOperator(OrderOperator op, Void arg) {
+        for (Pair<IOrder, Mutable<ILogicalExpression>> oe : op.getOrderExpressions()) {
+            oe.second.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> e : op.getExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitProjectOperator(ProjectOperator op, Void arg) {
+        List<LogicalVariable> parameterVariables = op.getVariables();
+        for (LogicalVariable v : parameterVariables) {
+            if (!usedVariables.contains(v)) {
+                usedVariables.add(v);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitRunningAggregateOperator(RunningAggregateOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> exprRef : op.getExpressions()) {
+            exprRef.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitScriptOperator(ScriptOperator op, Void arg) {
+        List<LogicalVariable> parameterVariables = op.getInputVariables();
+        for (LogicalVariable v : parameterVariables) {
+            if (!usedVariables.contains(v)) {
+                usedVariables.add(v);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitSelectOperator(SelectOperator op, Void arg) {
+        op.getCondition().getValue().getUsedVariables(usedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                VariableUtilities.getUsedVariablesInDescendantsAndSelf(r.getValue(), usedVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnionOperator(UnionAllOperator op, Void arg) {
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> m : op.getVariableMappings()) {
+            if (!usedVariables.contains(m.first)) {
+                usedVariables.add(m.first);
+            }
+            if (!usedVariables.contains(m.second)) {
+                usedVariables.add(m.second);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        for (int i = 0; i < op.getNumInput(); i++) {
+            for (LogicalVariable var : op.getInputVariables(i)) {
+                if (!usedVariables.contains(var)) {
+                    usedVariables.add(var);
+                }
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitUnnestMapOperator(UnnestMapOperator op, Void arg) {
+        getUsedVarsFromExprAndFilterExpr(op);
+        return null;
+    }
+
+    @Override
+    public Void visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg) throws AlgebricksException {
+        getUsedVarsFromExprAndFilterExpr(op);
+        return null;
+    }
+
+    private void getUsedVarsFromExprAndFilterExpr(AbstractUnnestMapOperator op) {
+        op.getExpressionRef().getValue().getUsedVariables(usedVariables);
+        if (op.getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+    }
+
+    @Override
+    public Void visitUnnestOperator(UnnestOperator op, Void arg) {
+        op.getExpressionRef().getValue().getUsedVariables(usedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitWriteOperator(WriteOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> expr : op.getExpressions()) {
+            expr.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitDistributeResultOperator(DistributeResultOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> expr : op.getExpressions()) {
+            expr.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitWriteResultOperator(WriteResultOperator op, Void arg) {
+        op.getPayloadExpression().getValue().getUsedVariables(usedVariables);
+        for (Mutable<ILogicalExpression> e : op.getKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        if (op.getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Void arg) {
+        // 1. The record variable
+        op.getPayloadExpression().getValue().getUsedVariables(usedVariables);
+
+        // 2. The primary key variables
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        // 3. The filters variables
+        if (op.getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        // 4. The Other variables (Not key, Not payload, and Not Filter)
+        if (op.getAdditionalNonFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalNonFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        for (Mutable<ILogicalExpression> e : op.getSecondaryKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        if (op.getFilterExpression() != null) {
+            op.getFilterExpression().getValue().getUsedVariables(usedVariables);
+        }
+        if (op.getAdditionalFilteringExpressions() != null) {
+            for (Mutable<ILogicalExpression> e : op.getAdditionalFilteringExpressions()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        if (op.getPrevAdditionalFilteringExpression() != null) {
+            op.getPrevAdditionalFilteringExpression().getValue().getUsedVariables(usedVariables);
+        }
+        if (op.getPrevSecondaryKeyExprs() != null) {
+            for (Mutable<ILogicalExpression> e : op.getPrevSecondaryKeyExprs()) {
+                e.getValue().getUsedVariables(usedVariables);
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitTokenizeOperator(TokenizeOperator op, Void arg) {
+        for (Mutable<ILogicalExpression> e : op.getPrimaryKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        for (Mutable<ILogicalExpression> e : op.getSecondaryKeyExpressions()) {
+            e.getValue().getUsedVariables(usedVariables);
+        }
+        return null;
+    }
+
+    @Override
+    public Void visitSinkOperator(SinkOperator op, Void arg) {
+        return null;
+    }
+
+    @Override
+    public Void visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Void visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        op.getDelegate().getUsedVariables(usedVariables);
+        return null;
+    }
+
+    @Override
+    public Void visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        op.getExpressionRef().getValue().getUsedVariables(usedVariables);
+        return null;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java
new file mode 100644
index 0000000..8859c03
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/logical/visitors/VariableUtilities.java
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors;
+
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class VariableUtilities {
+
+    /***
+     * Adds the used variables in the logical operator to the list of used variables
+     *
+     * @param op
+     *            The target operator
+     * @param usedVariables
+     *            A list to be filled with variables used in the logical operator op.
+     * @throws AlgebricksException
+     */
+    public static void getUsedVariables(ILogicalOperator op, Collection<LogicalVariable> usedVariables)
+            throws AlgebricksException {
+        ILogicalOperatorVisitor<Void, Void> visitor = new UsedVariableVisitor(usedVariables);
+        op.accept(visitor, null);
+    }
+
+    /**
+     * Adds the variables produced in the logical operator in the list of produced variables
+     *
+     * @param op
+     *            The target operator
+     * @param producedVariables
+     *            The variables produced in the logical operator
+     * @throws AlgebricksException
+     */
+    public static void getProducedVariables(ILogicalOperator op, Collection<LogicalVariable> producedVariables)
+            throws AlgebricksException {
+        ILogicalOperatorVisitor<Void, Void> visitor = new ProducedVariableVisitor(producedVariables);
+        op.accept(visitor, null);
+    }
+
+    /**
+     * Adds the variables that are live after the execution of this operator to the list of schema variables.
+     *
+     * @param op
+     *            The target logical operator
+     * @param schemaVariables
+     *            The list of live variables. The output of the operator and the propagated outputs of its children
+     * @throws AlgebricksException
+     */
+    public static void getLiveVariables(ILogicalOperator op, Collection<LogicalVariable> schemaVariables)
+            throws AlgebricksException {
+        ILogicalOperatorVisitor<Void, Void> visitor = new SchemaVariableVisitor(schemaVariables);
+        op.accept(visitor, null);
+    }
+
+    public static void getSubplanLocalLiveVariables(ILogicalOperator op, Collection<LogicalVariable> liveVariables)
+            throws AlgebricksException {
+        VariableUtilities.getLiveVariables(op, liveVariables);
+        Set<LogicalVariable> locallyProducedVars = new HashSet<>();
+        VariableUtilities.getProducedVariablesInDescendantsAndSelf(op, locallyProducedVars);
+        liveVariables.retainAll(locallyProducedVars);
+    }
+
+    public static void getUsedVariablesInDescendantsAndSelf(ILogicalOperator op, Collection<LogicalVariable> vars)
+            throws AlgebricksException {
+        // DFS traversal
+        VariableUtilities.getUsedVariables(op, vars);
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            getUsedVariablesInDescendantsAndSelf(c.getValue(), vars);
+        }
+    }
+
+    public static void getProducedVariablesInDescendantsAndSelf(ILogicalOperator op, Collection<LogicalVariable> vars)
+            throws AlgebricksException {
+        // DFS traversal
+        VariableUtilities.getProducedVariables(op, vars);
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            getProducedVariablesInDescendantsAndSelf(c.getValue(), vars);
+        }
+    }
+
+    public static void substituteVariables(ILogicalOperator op, LogicalVariable v1, LogicalVariable v2,
+            ITypingContext ctx) throws AlgebricksException {
+        substituteVariables(op, v1, v2, true, ctx);
+    }
+
+    public static void substituteVariables(ILogicalOperator op, Map<LogicalVariable, LogicalVariable> varMap,
+            ITypingContext ctx) throws AlgebricksException {
+        for (Map.Entry<LogicalVariable, LogicalVariable> entry : varMap.entrySet()) {
+            VariableUtilities.substituteVariables(op, entry.getKey(), entry.getValue(), ctx);
+        }
+    }
+
+    public static void substituteVariables(ILogicalOperator op,
+            List<Pair<LogicalVariable, LogicalVariable>> oldVarNewVarMapHistory, ITypingContext ctx)
+                    throws AlgebricksException {
+        for (Pair<LogicalVariable, LogicalVariable> entry : oldVarNewVarMapHistory) {
+            VariableUtilities.substituteVariables(op, entry.first, entry.second, ctx);
+        }
+    }
+
+    public static void substituteVariablesInDescendantsAndSelf(ILogicalOperator op, LogicalVariable v1,
+            LogicalVariable v2, ITypingContext ctx) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> childOp : op.getInputs()) {
+            substituteVariablesInDescendantsAndSelf(childOp.getValue(), v1, v2, ctx);
+        }
+        substituteVariables(op, v1, v2, true, ctx);
+    }
+
+    public static void substituteVariablesInDescendantsAndSelf(ILogicalOperator op,
+            Map<LogicalVariable, LogicalVariable> varMap, ITypingContext ctx) throws AlgebricksException {
+        for (Entry<LogicalVariable, LogicalVariable> entry : varMap.entrySet()) {
+            for (Mutable<ILogicalOperator> childOp : op.getInputs()) {
+                substituteVariablesInDescendantsAndSelf(childOp.getValue(), entry.getKey(), entry.getValue(), ctx);
+            }
+            substituteVariables(op, entry.getKey(), entry.getValue(), true, ctx);
+        }
+    }
+
+    public static void substituteVariables(ILogicalOperator op, LogicalVariable v1, LogicalVariable v2,
+            boolean goThroughNts, ITypingContext ctx) throws AlgebricksException {
+        ILogicalOperatorVisitor<Void, Pair<LogicalVariable, LogicalVariable>> visitor = new SubstituteVariableVisitor(
+                goThroughNts, ctx);
+        op.accept(visitor, new Pair<LogicalVariable, LogicalVariable>(v1, v2));
+    }
+
+    public static <T> boolean varListEqualUnordered(List<T> var, List<T> varArg) {
+        Set<T> varSet = new HashSet<T>();
+        Set<T> varArgSet = new HashSet<T>();
+        varSet.addAll(var);
+        varArgSet.addAll(varArg);
+        return varSet.equals(varArgSet);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractExchangePOperator.java
new file mode 100644
index 0000000..aad0cf3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractExchangePOperator.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+
+public abstract class AbstractExchangePOperator extends AbstractPhysicalOperator {
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        Pair<IConnectorDescriptor, TargetConstraint> connPair = createConnectorDescriptor(builder.getJobSpec(), op,
+                opSchema, context);
+        builder.contributeConnectorWithTargetConstraint(op, connPair.first, connPair.second);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+
+    public abstract Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(
+            IConnectorDescriptorRegistry spec, ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractHashJoinPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractHashJoinPOperator.java
new file mode 100644
index 0000000..7077014
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractHashJoinPOperator.java
@@ -0,0 +1,204 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.BroadcastPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+
+public abstract class AbstractHashJoinPOperator extends AbstractJoinPOperator {
+
+    protected List<LogicalVariable> keysLeftBranch;
+    protected List<LogicalVariable> keysRightBranch;
+
+    public AbstractHashJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType,
+            List<LogicalVariable> sideLeftOfEqualities, List<LogicalVariable> sideRightOfEqualities) {
+        super(kind, partitioningType);
+        this.keysLeftBranch = sideLeftOfEqualities;
+        this.keysRightBranch = sideRightOfEqualities;
+    }
+
+    public List<LogicalVariable> getKeysLeftBranch() {
+        return keysLeftBranch;
+    }
+
+    public List<LogicalVariable> getKeysRightBranch() {
+        return keysRightBranch;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator iop, IOptimizationContext context)
+            throws AlgebricksException {
+        IPartitioningProperty pp;
+        AbstractLogicalOperator op = (AbstractLogicalOperator) iop;
+
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.PARTITIONED) {
+            AbstractLogicalOperator op0 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            IPhysicalPropertiesVector pv0 = op0.getPhysicalOperator().getDeliveredProperties();
+            AbstractLogicalOperator op1 = (AbstractLogicalOperator) op.getInputs().get(1).getValue();
+            IPhysicalPropertiesVector pv1 = op1.getPhysicalOperator().getDeliveredProperties();
+
+            if (pv0 == null || pv1 == null) {
+                pp = null;
+            } else {
+                pp = pv0.getPartitioningProperty();
+            }
+        } else {
+            pp = IPartitioningProperty.UNPARTITIONED;
+        }
+        this.deliveredProperties = new StructuralPropertiesVector(pp, deliveredLocalProperties(iop, context));
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator iop,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[2];
+        // In a cost-based optimizer, we would also try to propagate the
+        // parent's partitioning requirements.
+        AbstractLogicalOperator op = (AbstractLogicalOperator) iop;
+
+        IPartitioningProperty pp1 = null;
+        IPartitioningProperty pp2 = null;
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.PARTITIONED) {
+            switch (partitioningType) {
+                case PAIRWISE: {
+                    pp1 = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(keysLeftBranch),
+                            context.getComputationNodeDomain());
+                    pp2 = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(keysRightBranch),
+                            context.getComputationNodeDomain());
+                    break;
+                }
+                case BROADCAST: {
+                    pp2 = new BroadcastPartitioningProperty(context.getComputationNodeDomain());
+                    break;
+                }
+                default: {
+                    throw new IllegalStateException();
+                }
+            }
+        }
+
+        pv[0] = new StructuralPropertiesVector(pp1, null);
+        pv[1] = new StructuralPropertiesVector(pp2, null);
+
+        IPartitioningRequirementsCoordinator prc;
+        switch (kind) {
+            case INNER: {
+                prc = IPartitioningRequirementsCoordinator.EQCLASS_PARTITIONING_COORDINATOR;
+                break;
+            }
+            case LEFT_OUTER: {
+                prc = new IPartitioningRequirementsCoordinator() {
+
+                    @Override
+                    public Pair<Boolean, IPartitioningProperty> coordinateRequirements(
+                            IPartitioningProperty requirements, IPartitioningProperty firstDeliveredPartitioning,
+                            ILogicalOperator op, IOptimizationContext context) throws AlgebricksException {
+                        if (firstDeliveredPartitioning != null && firstDeliveredPartitioning
+                                .getPartitioningType() == requirements.getPartitioningType()) {
+                            switch (requirements.getPartitioningType()) {
+                                case UNORDERED_PARTITIONED: {
+                                    UnorderedPartitionedProperty upp1 = (UnorderedPartitionedProperty) firstDeliveredPartitioning;
+                                    Set<LogicalVariable> set1 = upp1.getColumnSet();
+                                    UnorderedPartitionedProperty uppreq = (UnorderedPartitionedProperty) requirements;
+                                    Set<LogicalVariable> modifuppreq = new ListSet<LogicalVariable>();
+                                    Map<LogicalVariable, EquivalenceClass> eqmap = context.getEquivalenceClassMap(op);
+                                    Set<LogicalVariable> covered = new ListSet<LogicalVariable>();
+                                    Set<LogicalVariable> keysCurrent = uppreq.getColumnSet();
+                                    List<LogicalVariable> keysFirst = (keysRightBranch.containsAll(keysCurrent))
+                                            ? keysRightBranch : keysLeftBranch;
+                                    List<LogicalVariable> keysSecond = keysFirst == keysRightBranch ? keysLeftBranch
+                                            : keysRightBranch;
+                                    for (LogicalVariable r : uppreq.getColumnSet()) {
+                                        EquivalenceClass ecSnd = eqmap.get(r);
+                                        boolean found = false;
+                                        int j = 0;
+                                        for (LogicalVariable rvar : keysFirst) {
+                                            if (rvar == r || ecSnd != null && eqmap.get(rvar) == ecSnd) {
+                                                found = true;
+                                                break;
+                                            }
+                                            j++;
+                                        }
+                                        if (!found) {
+                                            throw new IllegalStateException("Did not find a variable equivalent to " + r
+                                                    + " among " + keysFirst);
+                                        }
+                                        LogicalVariable v2 = keysSecond.get(j);
+                                        EquivalenceClass ecFst = eqmap.get(v2);
+                                        for (LogicalVariable vset1 : set1) {
+                                            if (vset1 == v2 || ecFst != null && eqmap.get(vset1) == ecFst) {
+                                                covered.add(vset1);
+                                                modifuppreq.add(r);
+                                                break;
+                                            }
+                                        }
+                                        if (covered.equals(set1)) {
+                                            break;
+                                        }
+                                    }
+                                    if (!covered.equals(set1)) {
+                                        throw new AlgebricksException("Could not modify " + requirements
+                                                + " to agree with partitioning property " + firstDeliveredPartitioning
+                                                + " delivered by previous input operator.");
+                                    }
+                                    UnorderedPartitionedProperty upp2 = new UnorderedPartitionedProperty(modifuppreq,
+                                            requirements.getNodeDomain());
+                                    return new Pair<Boolean, IPartitioningProperty>(false, upp2);
+                                }
+                                case ORDERED_PARTITIONED: {
+                                    throw new NotImplementedException();
+                                }
+                            }
+                        }
+                        return new Pair<Boolean, IPartitioningProperty>(true, requirements);
+                    }
+                };
+                break;
+            }
+            default: {
+                throw new IllegalStateException();
+            }
+        }
+
+        return new PhysicalRequirements(pv, prc);
+    }
+
+    protected abstract List<ILocalStructuralProperty> deliveredLocalProperties(ILogicalOperator op,
+            IOptimizationContext context) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractJoinPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractJoinPOperator.java
new file mode 100644
index 0000000..4afcbc8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractJoinPOperator.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+
+public abstract class AbstractJoinPOperator extends AbstractPhysicalOperator {
+
+    public enum JoinPartitioningType {
+        PAIRWISE, BROADCAST
+    }
+
+    protected final JoinKind kind;
+    protected final JoinPartitioningType partitioningType;
+
+    public AbstractJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType) {
+        this.kind = kind;
+        this.partitioningType = partitioningType;
+    }
+
+    public JoinKind getKind() {
+        return kind;
+    }
+
+    public JoinPartitioningType getPartitioningType() {
+        return partitioningType;
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 1, 0 };
+        int[] outputDependencyLabels = new int[] { 1 };
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
new file mode 100644
index 0000000..0fb667a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPhysicalOperator.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksCountPartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.PlanCompiler;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public abstract class AbstractPhysicalOperator implements IPhysicalOperator {
+
+    protected IPhysicalPropertiesVector deliveredProperties;
+    private boolean disableJobGenBelow = false;
+    private Object hostQueryContext;
+
+    @Override
+    public final IPhysicalPropertiesVector getDeliveredProperties() {
+        return deliveredProperties;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString();
+    }
+
+    @Override
+    public void setHostQueryContext(Object context) {
+        this.hostQueryContext = context;
+    }
+
+    @Override
+    public Object getHostQueryContext() {
+        return hostQueryContext;
+    }
+
+    protected PhysicalRequirements emptyUnaryRequirements() {
+        StructuralPropertiesVector[] req = new StructuralPropertiesVector[] {
+                StructuralPropertiesVector.EMPTY_PROPERTIES_VECTOR };
+        return new PhysicalRequirements(req, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    protected PhysicalRequirements emptyUnaryRequirements(int numberOfChildren) {
+        StructuralPropertiesVector[] req = new StructuralPropertiesVector[numberOfChildren];
+        for (int i = 0; i < numberOfChildren; i++) {
+            req[i] = StructuralPropertiesVector.EMPTY_PROPERTIES_VECTOR;
+        }
+        return new PhysicalRequirements(req, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void disableJobGenBelowMe() {
+        this.disableJobGenBelow = true;
+    }
+
+    @Override
+    public boolean isJobGenDisabledBelowMe() {
+        return disableJobGenBelow;
+    }
+
+    /**
+     * @return labels (0 or 1) for each input and output indicating the dependency between them.
+     *         The edges labeled as 1 must wait for the edges with label 0.
+     */
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[op.getInputs().size()]; // filled with 0's
+        int[] outputDependencyLabels = new int[] { 0 };
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    protected void contributeOpDesc(IHyracksJobBuilder builder, AbstractLogicalOperator op,
+            IOperatorDescriptor opDesc) {
+        if (op.getExecutionMode() == ExecutionMode.UNPARTITIONED) {
+            AlgebricksPartitionConstraint apc = new AlgebricksCountPartitionConstraint(1);
+            builder.contributeAlgebricksPartitionConstraint(opDesc, apc);
+        }
+        builder.contributeHyracksOperator(op, opDesc);
+    }
+
+    protected AlgebricksPipeline[] compileSubplans(IOperatorSchema outerPlanSchema,
+            AbstractOperatorWithNestedPlans npOp, IOperatorSchema opSchema, JobGenContext context)
+                    throws AlgebricksException {
+        AlgebricksPipeline[] subplans = new AlgebricksPipeline[npOp.getNestedPlans().size()];
+        PlanCompiler pc = new PlanCompiler(context);
+        int i = 0;
+        for (ILogicalPlan p : npOp.getNestedPlans()) {
+            subplans[i++] = buildPipelineWithProjection(p, outerPlanSchema, npOp, opSchema, pc);
+        }
+        return subplans;
+    }
+
+    private AlgebricksPipeline buildPipelineWithProjection(ILogicalPlan p, IOperatorSchema outerPlanSchema,
+            AbstractOperatorWithNestedPlans npOp, IOperatorSchema opSchema, PlanCompiler pc)
+                    throws AlgebricksException {
+        if (p.getRoots().size() > 1) {
+            throw new NotImplementedException("Nested plans with several roots are not supported.");
+        }
+        JobSpecification nestedJob = pc.compilePlan(p, outerPlanSchema, null);
+        ILogicalOperator topOpInSubplan = p.getRoots().get(0).getValue();
+        JobGenContext context = pc.getContext();
+        IOperatorSchema topOpInSubplanScm = context.getSchema(topOpInSubplan);
+        opSchema.addAllVariables(topOpInSubplanScm);
+
+        Map<OperatorDescriptorId, IOperatorDescriptor> opMap = nestedJob.getOperatorMap();
+        if (opMap.size() != 1) {
+            throw new AlgebricksException("Attempting to construct a nested plan with " + opMap.size()
+                    + " operator descriptors. Currently, nested plans can only consist in linear pipelines of Asterix micro operators.");
+        }
+
+        for (Map.Entry<OperatorDescriptorId, IOperatorDescriptor> opEntry : opMap.entrySet()) {
+            IOperatorDescriptor opd = opEntry.getValue();
+            if (!(opd instanceof AlgebricksMetaOperatorDescriptor)) {
+                throw new AlgebricksException(
+                        "Can only generate Hyracks jobs for pipelinable Asterix nested plans, not for "
+                                + opd.getClass().getName());
+            }
+            AlgebricksMetaOperatorDescriptor amod = (AlgebricksMetaOperatorDescriptor) opd;
+
+            return amod.getPipeline();
+            // we suppose that the top operator in the subplan already does the
+            // projection for us
+        }
+
+        throw new IllegalStateException();
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPreclusteredGroupByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPreclusteredGroupByPOperator.java
new file mode 100644
index 0000000..2d00e4c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPreclusteredGroupByPOperator.java
@@ -0,0 +1,282 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.PropertiesUtil;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+
+public abstract class AbstractPreclusteredGroupByPOperator extends AbstractPhysicalOperator {
+
+    protected List<LogicalVariable> columnList;
+
+    public AbstractPreclusteredGroupByPOperator(List<LogicalVariable> columnList) {
+        this.columnList = columnList;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + columnList;
+    }
+
+    public List<LogicalVariable> getGbyColumns() {
+        return columnList;
+    }
+
+    public void setGbyColumns(List<LogicalVariable> gByColumns) {
+        this.columnList = gByColumns;
+    }
+
+    // Obs: We don't propagate properties corresponding to decors, since they
+    // are func. dep. on the group-by variables.
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        List<ILocalStructuralProperty> propsLocal = new LinkedList<ILocalStructuralProperty>();
+        GroupByOperator gby = (GroupByOperator) op;
+        ILogicalOperator op2 = gby.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector childProp = op2.getDeliveredPhysicalProperties();
+        IPartitioningProperty pp = childProp.getPartitioningProperty();
+        List<ILocalStructuralProperty> childLocals = childProp.getLocalProperties();
+        if (childLocals != null) {
+            for (ILocalStructuralProperty lsp : childLocals) {
+                boolean failed = false;
+                switch (lsp.getPropertyType()) {
+                    case LOCAL_GROUPING_PROPERTY: {
+                        LocalGroupingProperty lgp = (LocalGroupingProperty) lsp;
+                        Set<LogicalVariable> colSet = new ListSet<LogicalVariable>();
+                        for (LogicalVariable v : lgp.getColumnSet()) {
+                            LogicalVariable v2 = getLhsGbyVar(gby, v);
+                            if (v2 != null) {
+                                colSet.add(v2);
+                            } else {
+                                failed = true;
+                            }
+                        }
+                        if (!failed) {
+                            propsLocal.add(new LocalGroupingProperty(colSet));
+                        }
+                        break;
+                    }
+                    case LOCAL_ORDER_PROPERTY: {
+                        LocalOrderProperty lop = (LocalOrderProperty) lsp;
+                        List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+                        for (OrderColumn oc : lop.getOrderColumns()) {
+                            LogicalVariable v2 = getLhsGbyVar(gby, oc.getColumn());
+                            if (v2 != null) {
+                                orderColumns.add(new OrderColumn(v2, oc.getOrder()));
+                            } else {
+                                failed = true;
+                            }
+                        }
+                        if (!failed) {
+                            propsLocal.add(new LocalOrderProperty(orderColumns));
+                        }
+                        break;
+                    }
+                    default: {
+                        throw new IllegalStateException();
+                    }
+                }
+                if (failed) {
+                    break;
+                }
+            }
+        }
+        deliveredProperties = new StructuralPropertiesVector(pp, propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[1];
+        List<ILocalStructuralProperty> localProps = null;
+
+        localProps = new ArrayList<ILocalStructuralProperty>(1);
+        Set<LogicalVariable> gbvars = new ListSet<LogicalVariable>(columnList);
+        LocalGroupingProperty groupProp = new LocalGroupingProperty(gbvars, new ArrayList<LogicalVariable>(columnList));
+
+        GroupByOperator gby = (GroupByOperator) op;
+        boolean goon = true;
+        for (ILogicalPlan p : gby.getNestedPlans()) {
+            // try to propagate secondary order requirements from nested
+            // groupings
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                AbstractLogicalOperator op1 = (AbstractLogicalOperator) r.getValue();
+                if (op1.getOperatorTag() == LogicalOperatorTag.AGGREGATE) {
+                    AbstractLogicalOperator op2 = (AbstractLogicalOperator) op1.getInputs().get(0).getValue();
+                    IPhysicalOperator pop2 = op2.getPhysicalOperator();
+                    if (pop2 instanceof AbstractPreclusteredGroupByPOperator) {
+                        List<LogicalVariable> gbyColumns = ((AbstractPreclusteredGroupByPOperator) pop2)
+                                .getGbyColumns();
+                        List<LogicalVariable> sndOrder = new ArrayList<>();
+                        sndOrder.addAll(gbyColumns);
+                        Set<LogicalVariable> freeVars = new HashSet<>();
+                        try {
+                            OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(op2, freeVars);
+                        } catch (AlgebricksException e) {
+                            throw new IllegalStateException(e);
+                        }
+                        // Only considers group key variables defined out-side the outer-most group-by operator.
+                        sndOrder.retainAll(freeVars);
+                        groupProp.getColumnSet().addAll(sndOrder);
+                        groupProp.getPreferredOrderEnforcer().addAll(sndOrder);
+                        goon = false;
+                        break;
+                    }
+                }
+            }
+            if (!goon) {
+                break;
+            }
+        }
+
+        localProps.add(groupProp);
+
+        if (reqdByParent != null) {
+            // propagate parent requirements
+            List<ILocalStructuralProperty> lpPar = reqdByParent.getLocalProperties();
+            if (lpPar != null) {
+                boolean allOk = true;
+                List<ILocalStructuralProperty> props = new ArrayList<ILocalStructuralProperty>(lpPar.size());
+                for (ILocalStructuralProperty prop : lpPar) {
+                    if (prop.getPropertyType() != PropertyType.LOCAL_ORDER_PROPERTY) {
+                        allOk = false;
+                        break;
+                    }
+                    LocalOrderProperty lop = (LocalOrderProperty) prop;
+                    List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+                    List<OrderColumn> ords = lop.getOrderColumns();
+                    for (OrderColumn ord : ords) {
+                        Pair<LogicalVariable, Mutable<ILogicalExpression>> p = getGbyPairByRhsVar(gby, ord.getColumn());
+                        if (p == null) {
+                            p = getDecorPairByRhsVar(gby, ord.getColumn());
+                            if (p == null) {
+                                allOk = false;
+                                break;
+                            }
+                        }
+                        ILogicalExpression e = p.second.getValue();
+                        if (e.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                            throw new IllegalStateException(
+                                    "Right hand side of group-by assignment should have been normalized to a variable reference.");
+                        }
+                        LogicalVariable v = ((VariableReferenceExpression) e).getVariableReference();
+                        orderColumns.add(new OrderColumn(v, ord.getOrder()));
+                    }
+                    props.add(new LocalOrderProperty(orderColumns));
+                }
+                List<FunctionalDependency> fdList = new ArrayList<FunctionalDependency>();
+                for (Pair<LogicalVariable, Mutable<ILogicalExpression>> decorPair : gby.getDecorList()) {
+                    List<LogicalVariable> hd = gby.getGbyVarList();
+                    List<LogicalVariable> tl = new ArrayList<LogicalVariable>(1);
+                    tl.add(((VariableReferenceExpression) decorPair.second.getValue()).getVariableReference());
+                    fdList.add(new FunctionalDependency(hd, tl));
+                }
+                if (allOk && PropertiesUtil.matchLocalProperties(localProps, props,
+                        new HashMap<LogicalVariable, EquivalenceClass>(), fdList)) {
+                    localProps = props;
+                }
+            }
+        }
+
+        IPartitioningProperty pp = null;
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) op;
+        if (aop.getExecutionMode() == ExecutionMode.PARTITIONED) {
+            pp = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(columnList),
+                    context.getComputationNodeDomain());
+        }
+        pv[0] = new StructuralPropertiesVector(pp, localProps);
+        return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    private static Pair<LogicalVariable, Mutable<ILogicalExpression>> getGbyPairByRhsVar(GroupByOperator gby,
+            LogicalVariable var) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : gby.getGroupByList()) {
+            if (ve.first == var) {
+                return ve;
+            }
+        }
+        return null;
+    }
+
+    private static Pair<LogicalVariable, Mutable<ILogicalExpression>> getDecorPairByRhsVar(GroupByOperator gby,
+            LogicalVariable var) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : gby.getDecorList()) {
+            if (ve.first == var) {
+                return ve;
+            }
+        }
+        return null;
+    }
+
+    private static LogicalVariable getLhsGbyVar(GroupByOperator gby, LogicalVariable var) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : gby.getGroupByList()) {
+            ILogicalExpression e = ve.second.getValue();
+            if (e.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new IllegalStateException(
+                        "Right hand side of group by assignment should have been normalized to a variable reference.");
+            }
+            LogicalVariable v = ((VariableReferenceExpression) e).getVariableReference();
+            if (v == var) {
+                return ve.first;
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPropagatePropertiesForUsedVariablesPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPropagatePropertiesForUsedVariablesPOperator.java
new file mode 100644
index 0000000..5c83364
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractPropagatePropertiesForUsedVariablesPOperator.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+
+public abstract class AbstractPropagatePropertiesForUsedVariablesPOperator extends AbstractPhysicalOperator {
+
+    public void computeDeliveredPropertiesForUsedVariables(ILogicalOperator op, List<LogicalVariable> usedVariables) {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        IPartitioningProperty pp = op2.getDeliveredPhysicalProperties().getPartitioningProperty();
+        List<ILocalStructuralProperty> downPropsLocal = op2.getDeliveredPhysicalProperties().getLocalProperties();
+        List<ILocalStructuralProperty> propsLocal = new ArrayList<ILocalStructuralProperty>();
+        if (downPropsLocal != null) {
+            for (ILocalStructuralProperty lsp : downPropsLocal) {
+                LinkedList<LogicalVariable> cols = new LinkedList<LogicalVariable>();
+                lsp.getColumns(cols);
+                ILocalStructuralProperty propagatedProp = lsp.retainVariables(usedVariables);
+                if (propagatedProp != null) {
+                    propsLocal.add(propagatedProp);
+                }
+            }
+        }
+        deliveredProperties = new StructuralPropertiesVector(pp, propsLocal);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractScanPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractScanPOperator.java
new file mode 100644
index 0000000..5159ac5
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractScanPOperator.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+
+public abstract class AbstractScanPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractStableSortPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractStableSortPOperator.java
new file mode 100644
index 0000000..3759956
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AbstractStableSortPOperator.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+
+public abstract class AbstractStableSortPOperator extends AbstractPhysicalOperator {
+
+    protected OrderColumn[] sortColumns;
+    protected ILocalStructuralProperty orderProp;
+
+    public AbstractStableSortPOperator() {
+    }
+
+    public OrderColumn[] getSortColumns() {
+        return sortColumns;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        // if (orderProps == null) { // to do caching, we need some mechanism to
+        // invalidate cache
+        computeLocalProperties(op);
+        // }
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        StructuralPropertiesVector childProp = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties();
+        deliveredProperties = new StructuralPropertiesVector(childProp.getPartitioningProperty(),
+                Collections.singletonList(orderProp));
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator iop,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) iop;
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.PARTITIONED) {
+            if (orderProp == null) {
+                computeLocalProperties(op);
+            }
+            StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(
+                    IPartitioningProperty.UNPARTITIONED, Collections.singletonList(orderProp)) };
+            return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+        } else {
+            return emptyUnaryRequirements();
+        }
+    }
+
+    public void computeLocalProperties(ILogicalOperator op) {
+        OrderOperator ord = (OrderOperator) op;
+        List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+        for (Pair<IOrder, Mutable<ILogicalExpression>> p : ord.getOrderExpressions()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+                LogicalVariable var = varRef.getVariableReference();
+                orderColumns.add(new OrderColumn(var, p.first.getKind()));
+            } else {
+                throw new IllegalStateException();
+            }
+        }
+        sortColumns = orderColumns.toArray(new OrderColumn[orderColumns.size()]);
+        orderProp = new LocalOrderProperty(orderColumns);
+    }
+
+    public ILocalStructuralProperty getOrderProperty() {
+        return orderProp;
+    }
+
+    @Override
+    public String toString() {
+        if (orderProp == null) {
+            return getOperatorTag().toString();
+        } else {
+            return getOperatorTag().toString() + " " + orderProp;
+        }
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 0 };
+        int[] outputDependencyLabels = new int[] { 1 };
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AggregatePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AggregatePOperator.java
new file mode 100644
index 0000000..3242fa0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AggregatePOperator.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.AggregateRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class AggregatePOperator extends AbstractPhysicalOperator {
+
+    public AggregatePOperator() {
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.AGGREGATE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AggregateOperator aggOp = (AggregateOperator) op;
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        if (aggOp.getExecutionMode() != AbstractLogicalOperator.ExecutionMode.UNPARTITIONED) {
+            deliveredProperties = new StructuralPropertiesVector(op2.getDeliveredPhysicalProperties()
+                    .getPartitioningProperty(), new ArrayList<ILocalStructuralProperty>());
+        } else {
+            deliveredProperties = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED,
+                    new ArrayList<ILocalStructuralProperty>());
+        }
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        AggregateOperator aggOp = (AggregateOperator) op;
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[1];
+        if (aggOp.isGlobal() && aggOp.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.UNPARTITIONED) {
+            pv[0] = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED, null);
+            return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+        } else {
+            return emptyUnaryRequirements();
+        }
+
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        AggregateOperator aggOp = (AggregateOperator) op;
+        List<LogicalVariable> variables = aggOp.getVariables();
+        List<Mutable<ILogicalExpression>> expressions = aggOp.getExpressions();
+        int[] outColumns = new int[variables.size()];
+        for (int i = 0; i < outColumns.length; i++) {
+            outColumns[i] = opSchema.findVariable(variables.get(i));
+        }
+        IAggregateEvaluatorFactory[] aggFactories = new IAggregateEvaluatorFactory[expressions.size()];
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        for (int i = 0; i < aggFactories.length; i++) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) expressions.get(i).getValue();
+            aggFactories[i] = expressionRuntimeProvider.createAggregateFunctionFactory(aggFun,
+                    context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
+        }
+
+        AggregateRuntimeFactory runtime = new AggregateRuntimeFactory(aggFactories);
+
+        // contribute one Asterix framewriter
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        builder.contributeMicroOperator(aggOp, runtime, recDesc);
+        // and contribute one edge from its child
+        ILogicalOperator src = aggOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, aggOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AssignPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AssignPOperator.java
new file mode 100644
index 0000000..5aed63e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/AssignPOperator.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksCountPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.AssignRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class AssignPOperator extends AbstractPhysicalOperator {
+
+    private boolean flushFramesRapidly;
+    private int cardinalityConstraint = 0;
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.ASSIGN;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AssignOperator assignOp = (AssignOperator) op;
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+        if (assignOp.getExplicitOrderingProperty() != null) {
+            deliveredProperties.getLocalProperties().add(assignOp.getExplicitOrderingProperty());
+        }
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        AssignOperator assign = (AssignOperator) op;
+        List<LogicalVariable> variables = assign.getVariables();
+        List<Mutable<ILogicalExpression>> expressions = assign.getExpressions();
+        int[] outColumns = new int[variables.size()];
+        for (int i = 0; i < outColumns.length; i++) {
+            outColumns[i] = opSchema.findVariable(variables.get(i));
+        }
+        IScalarEvaluatorFactory[] evalFactories = new IScalarEvaluatorFactory[expressions.size()];
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        for (int i = 0; i < evalFactories.length; i++) {
+            evalFactories[i] = expressionRuntimeProvider.createEvaluatorFactory(expressions.get(i).getValue(),
+                    context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
+        }
+
+        // TODO push projections into the operator
+        int[] projectionList = JobGenHelper.projectAllVariables(opSchema);
+
+        AssignRuntimeFactory runtime = new AssignRuntimeFactory(outColumns, evalFactories, projectionList,
+                flushFramesRapidly);
+
+        // contribute one Asterix framewriter
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        if (cardinalityConstraint > 0) {
+            AlgebricksCountPartitionConstraint countConstraint = new AlgebricksCountPartitionConstraint(
+                    cardinalityConstraint);
+            builder.contributeMicroOperator(assign, runtime, recDesc, countConstraint);
+        } else {
+            builder.contributeMicroOperator(assign, runtime, recDesc);
+        }
+        // and contribute one edge from its child
+        ILogicalOperator src = assign.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, assign, 0);
+
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    public void setRapidFrameFlush(boolean flushFramesRapidly) {
+        this.flushFramesRapidly = flushFramesRapidly;
+    }
+
+    public void setCardinalityConstraint(int cardinality) {
+        this.cardinalityConstraint = cardinality;
+    }
+
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BroadcastPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BroadcastPOperator.java
new file mode 100644
index 0000000..69bfe2a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BroadcastPOperator.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.BroadcastPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
+
+public class BroadcastPOperator extends AbstractExchangePOperator {
+
+    private INodeDomain domain;
+
+    public BroadcastPOperator(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.BROADCAST_EXCHANGE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        IPartitioningProperty pp = new BroadcastPartitioningProperty(domain);
+        // Broadcasts will destroy input local properties.
+        this.deliveredProperties = new StructuralPropertiesVector(pp, new ArrayList<ILocalStructuralProperty>());
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        IConnectorDescriptor conn = new MToNReplicatingConnectorDescriptor(spec);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BulkloadPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BulkloadPOperator.java
new file mode 100644
index 0000000..dda5456
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/BulkloadPOperator.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class BulkloadPOperator extends AbstractPhysicalOperator {
+
+    private final LogicalVariable payload;
+    private final List<LogicalVariable> primaryKeys;
+    private final List<LogicalVariable> additionalFilteringKeys;
+    private final List<LogicalVariable> additionalNonFilterVars;
+    private final IDataSource<?> dataSource;
+
+    public BulkloadPOperator(LogicalVariable payload, List<LogicalVariable> keys,
+            List<LogicalVariable> additionalFilteringKeys, List<LogicalVariable> additionalNonFilterVars,
+            IDataSource<?> dataSource) {
+        this.payload = payload;
+        this.primaryKeys = keys;
+        this.additionalFilteringKeys = additionalFilteringKeys;
+        this.additionalNonFilterVars = additionalNonFilterVars;
+        this.dataSource = dataSource;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.BULKLOAD;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> scanVariables = new ArrayList<>();
+        scanVariables.addAll(primaryKeys);
+        scanVariables.add(new LogicalVariable(-1));
+        IPhysicalPropertiesVector physicalProps = dataSource.getPropertiesProvider()
+                .computePropertiesVector(scanVariables);
+        StructuralPropertiesVector spv = new StructuralPropertiesVector(physicalProps.getPartitioningProperty(),
+                physicalProps.getLocalProperties());
+        return new PhysicalRequirements(new IPhysicalPropertiesVector[] { spv },
+                IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        InsertDeleteUpsertOperator insertDeleteOp = (InsertDeleteUpsertOperator) op;
+        assert insertDeleteOp.getOperation() == Kind.INSERT;
+        assert insertDeleteOp.isBulkload();
+        IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
+        JobSpecification spec = builder.getJobSpec();
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getInsertRuntime(dataSource,
+                propagatedSchema, typeEnv, primaryKeys, payload, additionalFilteringKeys, additionalNonFilterVars,
+                inputDesc, context, spec, true);
+        builder.contributeHyracksOperator(insertDeleteOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = insertDeleteOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, insertDeleteOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java
new file mode 100644
index 0000000..a087305
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DataSourceScanPOperator.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+
+@SuppressWarnings("rawtypes")
+public class DataSourceScanPOperator extends AbstractScanPOperator {
+
+    private IDataSource<?> dataSource;
+    private Object implConfig;
+
+    public DataSourceScanPOperator(IDataSource<?> dataSource) {
+        this.dataSource = dataSource;
+    }
+
+    public void setImplConfig(Object implConfig) {
+        this.implConfig = implConfig;
+    }
+
+    public Object getImplConfig() {
+        return implConfig;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.DATASOURCE_SCAN;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        // partitioning properties
+        DataSourceScanOperator dssOp = (DataSourceScanOperator) op;
+        IDataSourcePropertiesProvider dspp = dataSource.getPropertiesProvider();
+        deliveredProperties = dspp.computePropertiesVector(dssOp.getVariables());
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        DataSourceScanOperator scan = (DataSourceScanOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
+        List<LogicalVariable> vars = scan.getVariables();
+        List<LogicalVariable> projectVars = scan.getProjectVariables();
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> p = mp.getScannerRuntime(dataSource, vars,
+                projectVars, scan.isProjectPushed(), scan.getMinFilterVars(), scan.getMaxFilterVars(), opSchema,
+                typeEnv, context, builder.getJobSpec(), implConfig);
+        builder.contributeHyracksOperator(scan, p.first);
+        if (p.second != null) {
+            builder.contributeAlgebricksPartitionConstraint(p.first, p.second);
+        }
+
+        ILogicalOperator srcExchange = scan.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(srcExchange, 0, scan, 0);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java
new file mode 100644
index 0000000..b3e8385
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/DistributeResultPOperator.java
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class DistributeResultPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.DISTRIBUTE_RESULT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        DistributeResultOperator write = (DistributeResultOperator) op;
+        IDataSink sink = write.getDataSink();
+        IPartitioningProperty pp = sink.getPartitioningProperty();
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(pp, null) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        DistributeResultOperator resultOp = (DistributeResultOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+
+        JobSpecification spec = builder.getJobSpec();
+
+        int[] columns = new int[resultOp.getExpressions().size()];
+        int i = 0;
+        for (Mutable<ILogicalExpression> exprRef : resultOp.getExpressions()) {
+            ILogicalExpression expr = exprRef.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new NotImplementedException("Only writing variable expressions is supported.");
+            }
+            VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+            LogicalVariable v = varRef.getVariableReference();
+            columns[i++] = inputSchemas[0].findVariable(v);
+        }
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+
+        IPrinterFactory[] pf = JobGenHelper.mkPrinterFactories(inputSchemas[0], context.getTypeEnvironment(op),
+                context, columns);
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getResultHandleRuntime(
+                resultOp.getDataSink(), columns, pf, inputDesc, true, spec);
+
+        builder.contributeHyracksOperator(resultOp, runtimeAndConstraints.first);
+        ILogicalOperator src = resultOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, resultOp, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/EmptyTupleSourcePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/EmptyTupleSourcePOperator.java
new file mode 100644
index 0000000..dcb7e15
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/EmptyTupleSourcePOperator.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.LinkedList;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.runtime.operators.std.EmptyTupleSourceRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class EmptyTupleSourcePOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.EMPTY_TUPLE_SOURCE;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        deliveredProperties = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED,
+                new LinkedList<ILocalStructuralProperty>());
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return null;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        EmptyTupleSourceRuntimeFactory runtime = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        builder.contributeMicroOperator(op, runtime, recDesc);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ExternalGroupByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ExternalGroupByPOperator.java
new file mode 100644
index 0000000..7772620
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ExternalGroupByPOperator.java
@@ -0,0 +1,278 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.core.jobgen.impl.OperatorSchemaImpl;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.SerializableAggregatorDescriptorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+
+public class ExternalGroupByPOperator extends AbstractPhysicalOperator {
+
+    private final int tableSize;
+    private final long fileSize;
+    private final int frameLimit;
+    private List<LogicalVariable> columnSet = new ArrayList<LogicalVariable>();
+
+    public ExternalGroupByPOperator(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList, int frameLimit,
+            int tableSize, long fileSize) {
+        this.tableSize = tableSize;
+        this.frameLimit = frameLimit;
+        this.fileSize = fileSize;
+        computeColumnSet(gbyList);
+    }
+
+    public void computeColumnSet(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList) {
+        columnSet.clear();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gbyList) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                columnSet.add(v.getVariableReference());
+            }
+        }
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.EXTERNAL_GROUP_BY;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + columnSet;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    public List<LogicalVariable> getGbyColumns() {
+        return columnSet;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        List<ILocalStructuralProperty> propsLocal = new LinkedList<ILocalStructuralProperty>();
+
+        GroupByOperator gOp = (GroupByOperator) op;
+        Set<LogicalVariable> columnSet = new ListSet<LogicalVariable>();
+
+        if (!columnSet.isEmpty()) {
+            propsLocal.add(new LocalGroupingProperty(columnSet));
+        }
+        for (ILogicalPlan p : gOp.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                ILogicalOperator rOp = r.getValue();
+                propsLocal.addAll(rOp.getDeliveredPhysicalProperties().getLocalProperties());
+            }
+        }
+
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector childProp = op2.getDeliveredPhysicalProperties();
+        deliveredProperties = new StructuralPropertiesVector(childProp.getPartitioningProperty(), propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) op;
+        if (aop.getExecutionMode() == ExecutionMode.PARTITIONED) {
+            StructuralPropertiesVector[] pv = new StructuralPropertiesVector[1];
+            pv[0] = new StructuralPropertiesVector(new UnorderedPartitionedProperty(
+                    new ListSet<LogicalVariable>(columnSet), context.getComputationNodeDomain()), null);
+            return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+        } else {
+            return emptyUnaryRequirements();
+        }
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        List<LogicalVariable> gbyCols = getGbyColumns();
+        int keys[] = JobGenHelper.variablesToFieldIndexes(gbyCols, inputSchemas[0]);
+        GroupByOperator gby = (GroupByOperator) op;
+        int numFds = gby.getDecorList().size();
+        int fdColumns[] = new int[numFds];
+        int j = 0;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new AlgebricksException("pre-sorted group-by expects variable references.");
+            }
+            VariableReferenceExpression v = (VariableReferenceExpression) expr;
+            LogicalVariable decor = v.getVariableReference();
+            fdColumns[j++] = inputSchemas[0].findVariable(decor);
+        }
+
+        if (gby.getNestedPlans().size() != 1) {
+            throw new AlgebricksException(
+                    "External group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        ILogicalPlan p0 = gby.getNestedPlans().get(0);
+        if (p0.getRoots().size() != 1) {
+            throw new AlgebricksException(
+                    "External group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        Mutable<ILogicalOperator> r0 = p0.getRoots().get(0);
+        AggregateOperator aggOp = (AggregateOperator) r0.getValue();
+
+        IPartialAggregationTypeComputer partialAggregationTypeComputer = context.getPartialAggregationTypeComputer();
+        List<Object> intermediateTypes = new ArrayList<Object>();
+        int n = aggOp.getExpressions().size();
+        ISerializedAggregateEvaluatorFactory[] aff = new ISerializedAggregateEvaluatorFactory[n];
+        int i = 0;
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        IVariableTypeEnvironment aggOpInputEnv = context.getTypeEnvironment(aggOp.getInputs().get(0).getValue());
+        IVariableTypeEnvironment outputEnv = context.getTypeEnvironment(op);
+        for (Mutable<ILogicalExpression> exprRef : aggOp.getExpressions()) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) exprRef.getValue();
+            aff[i++] = expressionRuntimeProvider.createSerializableAggregateFunctionFactory(aggFun, aggOpInputEnv,
+                    inputSchemas, context);
+            intermediateTypes
+                    .add(partialAggregationTypeComputer.getType(aggFun, aggOpInputEnv, context.getMetadataProvider()));
+        }
+
+        int[] keyAndDecFields = new int[keys.length + fdColumns.length];
+        for (i = 0; i < keys.length; ++i) {
+            keyAndDecFields[i] = keys[i];
+        }
+        for (i = 0; i < fdColumns.length; i++) {
+            keyAndDecFields[keys.length + i] = fdColumns[i];
+        }
+
+        List<LogicalVariable> keyAndDecVariables = new ArrayList<LogicalVariable>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getGroupByList()) {
+            keyAndDecVariables.add(p.first);
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            keyAndDecVariables.add(GroupByOperator.getDecorVariable(p));
+        }
+
+        for (LogicalVariable var : keyAndDecVariables) {
+            aggOpInputEnv.setVarType(var, outputEnv.getVarType(var));
+        }
+
+        compileSubplans(inputSchemas[0], gby, opSchema, context);
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        IBinaryComparatorFactory[] comparatorFactories = JobGenHelper.variablesToAscBinaryComparatorFactories(gbyCols,
+                aggOpInputEnv, context);
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+        IBinaryHashFunctionFamily[] hashFunctionFactories = JobGenHelper.variablesToBinaryHashFunctionFamilies(gbyCols,
+                aggOpInputEnv, context);
+
+        ISerializedAggregateEvaluatorFactory[] merges = new ISerializedAggregateEvaluatorFactory[n];
+        List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+        IOperatorSchema[] localInputSchemas = new IOperatorSchema[1];
+        localInputSchemas[0] = new OperatorSchemaImpl();
+        for (i = 0; i < n; i++) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) aggOp.getMergeExpressions()
+                    .get(i).getValue();
+            aggFun.getUsedVariables(usedVars);
+        }
+        i = 0;
+        for (Object type : intermediateTypes) {
+            aggOpInputEnv.setVarType(usedVars.get(i++), type);
+        }
+        for (LogicalVariable keyVar : keyAndDecVariables) {
+            localInputSchemas[0].addVariable(keyVar);
+        }
+        for (LogicalVariable usedVar : usedVars) {
+            localInputSchemas[0].addVariable(usedVar);
+        }
+        for (i = 0; i < n; i++) {
+            AggregateFunctionCallExpression mergeFun = (AggregateFunctionCallExpression) aggOp.getMergeExpressions()
+                    .get(i).getValue();
+            merges[i] = expressionRuntimeProvider.createSerializableAggregateFunctionFactory(mergeFun, aggOpInputEnv,
+                    localInputSchemas, context);
+        }
+        IAggregatorDescriptorFactory aggregatorFactory = new SerializableAggregatorDescriptorFactory(aff);
+        IAggregatorDescriptorFactory mergeFactory = new SerializableAggregatorDescriptorFactory(merges);
+
+        INormalizedKeyComputerFactory normalizedKeyFactory = JobGenHelper
+                .variablesToAscNormalizedKeyComputerFactory(gbyCols, aggOpInputEnv, context);
+        ExternalGroupOperatorDescriptor gbyOpDesc = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyAndDecFields, frameLimit, comparatorFactories, normalizedKeyFactory, aggregatorFactory, mergeFactory,
+                recordDescriptor, recordDescriptor, new HashSpillableTableFactory(hashFunctionFactories));
+        contributeOpDesc(builder, gby, gbyOpDesc);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 0 };
+        int[] outputDependencyLabels = new int[] { 1 };
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionExchangePOperator.java
new file mode 100644
index 0000000..34c707b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionExchangePOperator.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+
+public class HashPartitionExchangePOperator extends AbstractExchangePOperator {
+
+    private List<LogicalVariable> hashFields;
+    private INodeDomain domain;
+
+    public HashPartitionExchangePOperator(List<LogicalVariable> hashFields, INodeDomain domain) {
+        this.hashFields = hashFields;
+        this.domain = domain;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.HASH_PARTITION_EXCHANGE;
+    }
+
+    public List<LogicalVariable> getHashFields() {
+        return hashFields;
+    }
+
+    public INodeDomain getDomain() {
+        return domain;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        IPartitioningProperty p = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(hashFields), domain);
+        this.deliveredProperties = new StructuralPropertiesVector(p, null);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + hashFields;
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        int[] keys = new int[hashFields.size()];
+        IBinaryHashFunctionFactory[] hashFunctionFactories = new IBinaryHashFunctionFactory[hashFields.size()];
+        int i = 0;
+        IBinaryHashFunctionFactoryProvider hashFunProvider = context.getBinaryHashFunctionFactoryProvider();
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        for (LogicalVariable v : hashFields) {
+            keys[i] = opSchema.findVariable(v);
+            hashFunctionFactories[i] = hashFunProvider.getBinaryHashFunctionFactory(env.getVarType(v));
+            ++i;
+        }
+        ITuplePartitionComputerFactory tpcf = new FieldHashPartitionComputerFactory(keys, hashFunctionFactories);
+        IConnectorDescriptor conn = new MToNPartitioningConnectorDescriptor(spec, tpcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionMergeExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionMergeExchangePOperator.java
new file mode 100644
index 0000000..17322b6
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HashPartitionMergeExchangePOperator.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+
+public class HashPartitionMergeExchangePOperator extends AbstractExchangePOperator {
+
+    private final List<OrderColumn> orderColumns;
+    private final List<LogicalVariable> partitionFields;
+    private final INodeDomain domain;
+
+    public HashPartitionMergeExchangePOperator(List<OrderColumn> orderColumns, List<LogicalVariable> partitionFields,
+            INodeDomain domain) {
+        this.orderColumns = orderColumns;
+        this.partitionFields = partitionFields;
+        this.domain = domain;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.HASH_PARTITION_MERGE_EXCHANGE;
+    }
+
+    public List<OrderColumn> getOrderExpressions() {
+        return orderColumns;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        IPartitioningProperty p = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(partitionFields),
+                domain);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        List<ILocalStructuralProperty> op2Locals = op2.getDeliveredPhysicalProperties().getLocalProperties();
+        List<ILocalStructuralProperty> locals = new ArrayList<ILocalStructuralProperty>();
+        for (ILocalStructuralProperty prop : op2Locals) {
+            if (prop.getPropertyType() == PropertyType.LOCAL_ORDER_PROPERTY) {
+                locals.add(prop);
+            } else {
+                break;
+            }
+        }
+
+        this.deliveredProperties = new StructuralPropertiesVector(p, locals);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<ILocalStructuralProperty> orderProps = new LinkedList<ILocalStructuralProperty>();
+        List<OrderColumn> columns = new ArrayList<OrderColumn>();
+        for (OrderColumn oc : orderColumns) {
+            LogicalVariable var = oc.getColumn();
+            columns.add(new OrderColumn(var, oc.getOrder()));
+        }
+        orderProps.add(new LocalOrderProperty(columns));
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(null,
+                orderProps) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " MERGE:" + orderColumns + " HASH:" + partitionFields;
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        int[] keys = new int[partitionFields.size()];
+        IBinaryHashFunctionFactory[] hashFunctionFactories = new IBinaryHashFunctionFactory[partitionFields.size()];
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        {
+            int i = 0;
+            IBinaryHashFunctionFactoryProvider hashFunProvider = context.getBinaryHashFunctionFactoryProvider();
+            for (LogicalVariable v : partitionFields) {
+                keys[i] = opSchema.findVariable(v);
+                hashFunctionFactories[i] = hashFunProvider.getBinaryHashFunctionFactory(env.getVarType(v));
+                ++i;
+            }
+        }
+        ITuplePartitionComputerFactory tpcf = new FieldHashPartitionComputerFactory(keys, hashFunctionFactories);
+
+        int n = orderColumns.size();
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[n];
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        int j = 0;
+        for (OrderColumn oc : orderColumns) {
+            LogicalVariable var = oc.getColumn();
+            sortFields[j] = opSchema.findVariable(var);
+            Object type = env.getVarType(var);
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comparatorFactories[j] = bcfp.getBinaryComparatorFactory(type, oc.getOrder() == OrderKind.ASC);
+            if (j == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, oc.getOrder() == OrderKind.ASC);
+            }
+            j++;
+        }
+
+        IConnectorDescriptor conn = new MToNPartitioningMergingConnectorDescriptor(spec, tpcf, sortFields,
+                comparatorFactories, nkcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+    public List<LogicalVariable> getPartitionFields() {
+        return partitionFields;
+    }
+
+    public List<OrderColumn> getOrderColumns() {
+        return orderColumns;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java
new file mode 100644
index 0000000..a24b87b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/HybridHashJoinPOperator.java
@@ -0,0 +1,315 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.join.HybridHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.OptimizedHybridHashJoinOperatorDescriptor;
+
+public class HybridHashJoinPOperator extends AbstractHashJoinPOperator {
+
+    private final int memSizeInFrames;
+    private final int maxInputBuildSizeInFrames;
+    private final int aveRecordsPerFrame;
+    private final double fudgeFactor;
+
+    private static final Logger LOGGER = Logger.getLogger(HybridHashJoinPOperator.class.getName());
+
+    public HybridHashJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType,
+            List<LogicalVariable> sideLeftOfEqualities, List<LogicalVariable> sideRightOfEqualities,
+            int memSizeInFrames, int maxInputSizeInFrames, int aveRecordsPerFrame, double fudgeFactor) {
+        super(kind, partitioningType, sideLeftOfEqualities, sideRightOfEqualities);
+        this.memSizeInFrames = memSizeInFrames;
+        this.maxInputBuildSizeInFrames = maxInputSizeInFrames;
+        this.aveRecordsPerFrame = aveRecordsPerFrame;
+        this.fudgeFactor = fudgeFactor;
+
+        LOGGER.fine("HybridHashJoinPOperator constructed with: JoinKind=" + kind + ", JoinPartitioningType="
+                + partitioningType + ", List<LogicalVariable>=" + sideLeftOfEqualities + ", List<LogicalVariable>="
+                + sideRightOfEqualities + ", int memSizeInFrames=" + memSizeInFrames + ", int maxInputSize0InFrames="
+                + maxInputSizeInFrames + ", int aveRecordsPerFrame=" + aveRecordsPerFrame + ", double fudgeFactor="
+                + fudgeFactor + ".");
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.HYBRID_HASH_JOIN;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    public double getFudgeFactor() {
+        return fudgeFactor;
+    }
+
+    public int getMemSizeInFrames() {
+        return memSizeInFrames;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + keysLeftBranch + keysRightBranch;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        int[] keysLeft = JobGenHelper.variablesToFieldIndexes(keysLeftBranch, inputSchemas[0]);
+        int[] keysRight = JobGenHelper.variablesToFieldIndexes(keysRightBranch, inputSchemas[1]);
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        IBinaryHashFunctionFactory[] hashFunFactories = JobGenHelper
+                .variablesToBinaryHashFunctionFactories(keysLeftBranch, env, context);
+        IBinaryHashFunctionFamily[] hashFunFamilies = JobGenHelper.variablesToBinaryHashFunctionFamilies(keysLeftBranch,
+                env, context);
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[keysLeft.length];
+        int i = 0;
+        IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+        for (LogicalVariable v : keysLeftBranch) {
+            Object t = env.getVarType(v);
+            comparatorFactories[i++] = bcfp.getBinaryComparatorFactory(t, true);
+        }
+
+        IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider = context
+                .getPredicateEvaluatorFactoryProvider();
+        IPredicateEvaluatorFactory predEvaluatorFactory = (predEvaluatorFactoryProvider == null ? null
+                : predEvaluatorFactoryProvider.getPredicateEvaluatorFactory(keysLeft, keysRight));
+
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                propagatedSchema, context);
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        IOperatorDescriptor opDesc = null;
+
+        boolean optimizedHashJoin = true;
+        for (IBinaryHashFunctionFamily family : hashFunFamilies) {
+            if (family == null) {
+                optimizedHashJoin = false;
+                break;
+            }
+        }
+
+        if (!optimizedHashJoin) {
+            try {
+                switch (kind) {
+                    case INNER: {
+                        opDesc = new HybridHashJoinOperatorDescriptor(spec, getMemSizeInFrames(),
+                                maxInputBuildSizeInFrames, aveRecordsPerFrame, getFudgeFactor(), keysLeft, keysRight,
+                                hashFunFactories, comparatorFactories, recDescriptor, predEvaluatorFactory, false, null);
+                        break;
+                    }
+                    case LEFT_OUTER: {
+                        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[inputSchemas[1].getSize()];
+                        for (int j = 0; j < nullWriterFactories.length; j++) {
+                            nullWriterFactories[j] = context.getNullWriterFactory();
+                        }
+                        opDesc = new HybridHashJoinOperatorDescriptor(spec, getMemSizeInFrames(),
+                                maxInputBuildSizeInFrames, aveRecordsPerFrame, getFudgeFactor(), keysLeft, keysRight,
+                                hashFunFactories, comparatorFactories, recDescriptor, predEvaluatorFactory, true,
+                                nullWriterFactories);
+                        break;
+                    }
+                    default: {
+                        throw new NotImplementedException();
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw new AlgebricksException(e);
+            }
+        } else {
+            try {
+                switch (kind) {
+                    case INNER: {
+                        opDesc = new OptimizedHybridHashJoinOperatorDescriptor(spec, getMemSizeInFrames(),
+                                maxInputBuildSizeInFrames, getFudgeFactor(), keysLeft, keysRight, hashFunFamilies,
+                                comparatorFactories, recDescriptor,
+                                new JoinMultiComparatorFactory(comparatorFactories, keysLeft, keysRight),
+                                new JoinMultiComparatorFactory(comparatorFactories, keysRight, keysLeft),
+                                predEvaluatorFactory);
+                        break;
+                    }
+                    case LEFT_OUTER: {
+                        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[inputSchemas[1].getSize()];
+                        for (int j = 0; j < nullWriterFactories.length; j++) {
+                            nullWriterFactories[j] = context.getNullWriterFactory();
+                        }
+                        opDesc = new OptimizedHybridHashJoinOperatorDescriptor(spec, getMemSizeInFrames(),
+                                maxInputBuildSizeInFrames, getFudgeFactor(), keysLeft, keysRight, hashFunFamilies,
+                                comparatorFactories, recDescriptor,
+                                new JoinMultiComparatorFactory(comparatorFactories, keysLeft, keysRight),
+                                new JoinMultiComparatorFactory(comparatorFactories, keysRight, keysLeft),
+                                predEvaluatorFactory, true, nullWriterFactories);
+                        break;
+                    }
+                    default: {
+                        throw new NotImplementedException();
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw new AlgebricksException(e);
+            }
+        }
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src1 = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src1, 0, op, 0);
+        ILogicalOperator src2 = op.getInputs().get(1).getValue();
+        builder.contributeGraphEdge(src2, 0, op, 1);
+    }
+
+    @Override
+    protected List<ILocalStructuralProperty> deliveredLocalProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        List<ILocalStructuralProperty> deliveredLocalProperties = new ArrayList<ILocalStructuralProperty>();
+        // Inner join can kick off the "role reversal" optimization, which can kill data properties for the probe side.
+        if (kind == JoinKind.LEFT_OUTER) {
+            AbstractLogicalOperator probeOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            IPhysicalPropertiesVector probeSideProperties = probeOp.getPhysicalOperator().getDeliveredProperties();
+            List<ILocalStructuralProperty> probeSideLocalProperties = probeSideProperties.getLocalProperties();
+            if (probeSideLocalProperties != null) {
+                // The local grouping property in the probe side will be maintained
+                // and the local ordering property in the probe side will be turned into a local grouping property
+                // if the grouping variables (or sort columns) in the local property contain all the join key variables
+                // for the left branch:
+                // 1. in case spilling is not kicked off, the ordering property is maintained and hence local grouping property is maintained.
+                // 2. if spilling is kicked off, the grouping property is still maintained though the ordering property is destroyed.
+                for (ILocalStructuralProperty property : probeSideLocalProperties) {
+                    Set<LogicalVariable> groupingVars = new ListSet<LogicalVariable>();
+                    Set<LogicalVariable> leftBranchVars = new ListSet<LogicalVariable>();
+                    property.getVariables(groupingVars);
+                    leftBranchVars.addAll(getKeysLeftBranch());
+                    if (groupingVars.containsAll(leftBranchVars)) {
+                        deliveredLocalProperties.add(new LocalGroupingProperty(groupingVars));
+                    }
+                }
+            }
+        }
+        return deliveredLocalProperties;
+    }
+
+}
+
+/**
+ * {@ ITuplePairComparatorFactory} implementation for optimized hybrid hash join.
+ */
+class JoinMultiComparatorFactory implements ITuplePairComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryComparatorFactory[] binaryComparatorFactories;
+    private final int[] keysLeft;
+    private final int[] keysRight;
+
+    public JoinMultiComparatorFactory(IBinaryComparatorFactory[] binaryComparatorFactory, int[] keysLeft,
+            int[] keysRight) {
+        this.binaryComparatorFactories = binaryComparatorFactory;
+        this.keysLeft = keysLeft;
+        this.keysRight = keysRight;
+    }
+
+    @Override
+    public ITuplePairComparator createTuplePairComparator(IHyracksTaskContext ctx) {
+        IBinaryComparator[] binaryComparators = new IBinaryComparator[binaryComparatorFactories.length];
+        for (int i = 0; i < binaryComparators.length; i++) {
+            binaryComparators[i] = binaryComparatorFactories[i].createBinaryComparator();
+        }
+        return new JoinMultiComparator(binaryComparators, keysLeft, keysRight);
+    }
+}
+
+/**
+ * {@ ITuplePairComparator} implementation for optimized hybrid hash join.
+ * The comparator applies multiple binary comparators, one for each key pairs
+ */
+class JoinMultiComparator implements ITuplePairComparator {
+    private final IBinaryComparator[] binaryComparators;
+    private final int[] keysLeft;
+    private final int[] keysRight;
+
+    public JoinMultiComparator(IBinaryComparator[] bComparator, int[] keysLeft, int[] keysRight) {
+        this.binaryComparators = bComparator;
+        this.keysLeft = keysLeft;
+        this.keysRight = keysRight;
+    }
+
+    @Override
+    public int compare(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int tStart0 = accessor0.getTupleStartOffset(tIndex0);
+        int fStartOffset0 = accessor0.getFieldSlotsLength() + tStart0;
+
+        int tStart1 = accessor1.getTupleStartOffset(tIndex1);
+        int fStartOffset1 = accessor1.getFieldSlotsLength() + tStart1;
+
+        for (int i = 0; i < binaryComparators.length; i++) {
+            int fStart0 = accessor0.getFieldStartOffset(tIndex0, keysLeft[i]);
+            int fEnd0 = accessor0.getFieldEndOffset(tIndex0, keysLeft[i]);
+            int fLen0 = fEnd0 - fStart0;
+
+            int fStart1 = accessor1.getFieldStartOffset(tIndex1, keysRight[i]);
+            int fEnd1 = accessor1.getFieldEndOffset(tIndex1, keysRight[i]);
+            int fLen1 = fEnd1 - fStart1;
+
+            int c = binaryComparators[i].compare(accessor0.getBuffer().array(), fStart0 + fStartOffset0, fLen0,
+                    accessor1.getBuffer().array(), fStart1 + fStartOffset1, fLen1);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
new file mode 100644
index 0000000..a92bd70
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryHashJoinPOperator.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor;
+
+public class InMemoryHashJoinPOperator extends AbstractHashJoinPOperator {
+
+    private final int tableSize;
+
+    /**
+     * builds on the first operator and probes on the second.
+     */
+
+    public InMemoryHashJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType,
+            List<LogicalVariable> sideLeftOfEqualities, List<LogicalVariable> sideRightOfEqualities, int tableSize) {
+        super(kind, partitioningType, sideLeftOfEqualities, sideRightOfEqualities);
+        this.tableSize = tableSize;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.IN_MEMORY_HASH_JOIN;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + keysLeftBranch + keysRightBranch;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        int[] keysLeft = JobGenHelper.variablesToFieldIndexes(keysLeftBranch, inputSchemas[0]);
+        int[] keysRight = JobGenHelper.variablesToFieldIndexes(keysRightBranch, inputSchemas[1]);
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        IBinaryHashFunctionFactory[] hashFunFactories = JobGenHelper.variablesToBinaryHashFunctionFactories(
+                keysLeftBranch, env, context);
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[keysLeft.length];
+        int i = 0;
+        IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+        for (LogicalVariable v : keysLeftBranch) {
+            Object t = env.getVarType(v);
+            comparatorFactories[i++] = bcfp.getBinaryComparatorFactory(t, true);
+        }
+
+        IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider = context.getPredicateEvaluatorFactoryProvider();
+        IPredicateEvaluatorFactory predEvaluatorFactory = ( predEvaluatorFactoryProvider == null ? null : predEvaluatorFactoryProvider.getPredicateEvaluatorFactory(keysLeft, keysRight));
+
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                propagatedSchema, context);
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        IOperatorDescriptor opDesc = null;
+
+        switch (kind) {
+            case INNER: {
+                opDesc = new InMemoryHashJoinOperatorDescriptor(spec, keysLeft, keysRight, hashFunFactories,
+                        comparatorFactories, recDescriptor, tableSize, predEvaluatorFactory);
+                break;
+            }
+            case LEFT_OUTER: {
+                INullWriterFactory[] nullWriterFactories = new INullWriterFactory[inputSchemas[1].getSize()];
+                for (int j = 0; j < nullWriterFactories.length; j++) {
+                    nullWriterFactories[j] = context.getNullWriterFactory();
+                }
+                opDesc = new InMemoryHashJoinOperatorDescriptor(spec, keysLeft, keysRight, hashFunFactories,
+                        comparatorFactories, predEvaluatorFactory, recDescriptor, true, nullWriterFactories, tableSize);
+                break;
+            }
+            default: {
+                throw new NotImplementedException();
+            }
+        }
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src1 = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src1, 0, op, 0);
+        ILogicalOperator src2 = op.getInputs().get(1).getValue();
+        builder.contributeGraphEdge(src2, 0, op, 1);
+    }
+
+    @Override
+    protected List<ILocalStructuralProperty> deliveredLocalProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector pv0 = op0.getPhysicalOperator().getDeliveredProperties();
+        List<ILocalStructuralProperty> lp0 = pv0.getLocalProperties();
+        if (lp0 != null) {
+            // maintains the local properties on the probe side
+            return new LinkedList<ILocalStructuralProperty>(lp0);
+        }
+        return new LinkedList<ILocalStructuralProperty>();
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryStableSortPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryStableSortPOperator.java
new file mode 100644
index 0000000..48461b1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InMemoryStableSortPOperator.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.sort.InMemorySortRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class InMemoryStableSortPOperator extends AbstractStableSortPOperator {
+
+    public InMemoryStableSortPOperator() {
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.IN_MEMORY_STABLE_SORT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        int n = sortColumns.length;
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comps = new IBinaryComparatorFactory[n];
+        int i = 0;
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        for (OrderColumn oc : sortColumns) {
+            LogicalVariable var = oc.getColumn();
+            sortFields[i] = opSchema.findVariable(var);
+            Object type = env.getVarType(var);
+            OrderKind order = oc.getOrder();
+            if (i == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, order == OrderKind.ASC);
+            }
+
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comps[i] = bcfp.getBinaryComparatorFactory(type, oc.getOrder() == OrderKind.ASC);
+            i++;
+        }
+
+        IPushRuntimeFactory runtime = new InMemorySortRuntimeFactory(sortFields, nkcf, comps, null);
+        builder.contributeMicroOperator(op, runtime, recDescriptor);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java
new file mode 100644
index 0000000..50ab6aa
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexBulkloadPOperator.java
@@ -0,0 +1,148 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class IndexBulkloadPOperator extends AbstractPhysicalOperator {
+
+    private final List<LogicalVariable> primaryKeys;
+    private final List<LogicalVariable> secondaryKeys;
+    private final List<LogicalVariable> additionalFilteringKeys;
+    private final ILogicalExpression filterExpr;
+    private final IDataSourceIndex<?, ?> dataSourceIndex;
+
+    public IndexBulkloadPOperator(List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            List<LogicalVariable> additionalFilteringKeys, Mutable<ILogicalExpression> filterExpr,
+            IDataSourceIndex<?, ?> dataSourceIndex) {
+        this.primaryKeys = primaryKeys;
+        this.secondaryKeys = secondaryKeys;
+        this.additionalFilteringKeys = additionalFilteringKeys;
+        if (filterExpr != null) {
+            this.filterExpr = filterExpr.getValue();
+        } else {
+            this.filterExpr = null;
+        }
+        this.dataSourceIndex = dataSourceIndex;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.INDEX_BULKLOAD;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> scanVariables = new ArrayList<>();
+        scanVariables.addAll(primaryKeys);
+        scanVariables.add(new LogicalVariable(-1));
+        IPhysicalPropertiesVector physicalProps = dataSourceIndex.getDataSource().getPropertiesProvider()
+                .computePropertiesVector(scanVariables);
+        List<ILocalStructuralProperty> localProperties = new ArrayList<>();
+        List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+        // Data needs to be sorted based on the [token, number of token, PK]
+        // OR [token, PK] if the index is not partitioned
+        for (LogicalVariable skVar : secondaryKeys) {
+            orderColumns.add(new OrderColumn(skVar, OrderKind.ASC));
+        }
+        for (LogicalVariable pkVar : primaryKeys) {
+            orderColumns.add(new OrderColumn(pkVar, OrderKind.ASC));
+        }
+        localProperties.add(new LocalOrderProperty(orderColumns));
+        StructuralPropertiesVector spv = new StructuralPropertiesVector(physicalProps.getPartitioningProperty(),
+                localProperties);
+        return new PhysicalRequirements(new IPhysicalPropertiesVector[] { spv },
+                IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        IndexInsertDeleteUpsertOperator indexInsertDeleteOp = (IndexInsertDeleteUpsertOperator) op;
+        assert indexInsertDeleteOp.getOperation() == Kind.INSERT;
+        assert indexInsertDeleteOp.isBulkload();
+
+        IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
+        JobSpecification spec = builder.getJobSpec();
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getIndexInsertRuntime(
+                dataSourceIndex, propagatedSchema, inputSchemas, typeEnv, primaryKeys, secondaryKeys,
+                additionalFilteringKeys, filterExpr, inputDesc, context, spec, true);
+        builder.contributeHyracksOperator(indexInsertDeleteOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = indexInsertDeleteOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, indexInsertDeleteOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java
new file mode 100644
index 0000000..f29fd6f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IndexInsertDeleteUpsertPOperator.java
@@ -0,0 +1,150 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class IndexInsertDeleteUpsertPOperator extends AbstractPhysicalOperator {
+
+    private final List<LogicalVariable> primaryKeys;
+    private final List<LogicalVariable> secondaryKeys;
+    private final ILogicalExpression filterExpr;
+    private final IDataSourceIndex<?, ?> dataSourceIndex;
+    private final List<LogicalVariable> additionalFilteringKeys;
+    private final List<LogicalVariable> prevSecondaryKeys;
+    private final LogicalVariable prevAdditionalFilteringKey;
+
+    public IndexInsertDeleteUpsertPOperator(List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            List<LogicalVariable> additionalFilteringKeys, Mutable<ILogicalExpression> filterExpr,
+            IDataSourceIndex<?, ?> dataSourceIndex, List<LogicalVariable> prevSecondaryKeys,
+            LogicalVariable prevAdditionalFilteringKey) {
+        this.primaryKeys = primaryKeys;
+        this.secondaryKeys = secondaryKeys;
+        if (filterExpr != null) {
+            this.filterExpr = filterExpr.getValue();
+        } else {
+            this.filterExpr = null;
+        }
+        this.dataSourceIndex = dataSourceIndex;
+        this.additionalFilteringKeys = additionalFilteringKeys;
+        this.prevSecondaryKeys = prevSecondaryKeys;
+        this.prevAdditionalFilteringKey = prevAdditionalFilteringKey;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.INDEX_INSERT_DELETE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> scanVariables = new ArrayList<LogicalVariable>();
+        scanVariables.addAll(primaryKeys);
+        scanVariables.add(new LogicalVariable(-1));
+        IPhysicalPropertiesVector r = dataSourceIndex.getDataSource().getPropertiesProvider()
+                .computePropertiesVector(scanVariables);
+        r.getLocalProperties().clear();
+        IPhysicalPropertiesVector[] requirements = new IPhysicalPropertiesVector[1];
+        requirements[0] = r;
+        return new PhysicalRequirements(requirements, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        IndexInsertDeleteUpsertOperator insertDeleteUpsertOp = (IndexInsertDeleteUpsertOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+
+        JobSpecification spec = builder.getJobSpec();
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = null;
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(insertDeleteUpsertOp);
+        if (insertDeleteUpsertOp.getOperation() == Kind.INSERT) {
+            runtimeAndConstraints = mp.getIndexInsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv,
+                    primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec, false);
+        } else if (insertDeleteUpsertOp.getOperation() == Kind.DELETE) {
+            runtimeAndConstraints = mp.getIndexDeleteRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv,
+                    primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, inputDesc, context, spec);
+        } else if (insertDeleteUpsertOp.getOperation() == Kind.UPSERT) {
+            runtimeAndConstraints = mp.getIndexUpsertRuntime(dataSourceIndex, propagatedSchema, inputSchemas, typeEnv,
+                    primaryKeys, secondaryKeys, additionalFilteringKeys, filterExpr, prevSecondaryKeys,
+                    prevAdditionalFilteringKey, inputDesc, context, spec);
+        }
+        builder.contributeHyracksOperator(insertDeleteUpsertOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = insertDeleteUpsertOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, insertDeleteUpsertOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+
+    public List<LogicalVariable> getPrevSecondaryKeys() {
+        return prevSecondaryKeys;
+    }
+
+    public LogicalVariable getPrevFilteringKeys() {
+        return prevAdditionalFilteringKey;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InsertDeleteUpsertPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InsertDeleteUpsertPOperator.java
new file mode 100644
index 0000000..f0bd603
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/InsertDeleteUpsertPOperator.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+@SuppressWarnings("rawtypes")
+public class InsertDeleteUpsertPOperator extends AbstractPhysicalOperator {
+
+    private final LogicalVariable payload;
+    private final List<LogicalVariable> keys;
+    private final IDataSource<?> dataSource;
+    private final List<LogicalVariable> additionalFilteringKeys;
+    private final List<LogicalVariable> additionalNonFilteringFields;
+    private final Kind operation;
+
+    public InsertDeleteUpsertPOperator(LogicalVariable payload, List<LogicalVariable> keys,
+            List<LogicalVariable> additionalFilteringKeys, IDataSource dataSource, Kind operation,
+            List<LogicalVariable> additionalNonFilteringFields) {
+        this.payload = payload;
+        this.keys = keys;
+        this.dataSource = dataSource;
+        this.additionalFilteringKeys = additionalFilteringKeys;
+        this.operation = operation;
+        this.additionalNonFilteringFields = additionalNonFilteringFields;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.INSERT_DELETE;
+    }
+
+    // Delivered Properties of this will be (Sorted on PK, Partitioned on PK)
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> scanVariables = new ArrayList<LogicalVariable>();
+        scanVariables.addAll(keys);
+        scanVariables.add(new LogicalVariable(-1));
+        IPhysicalPropertiesVector r = dataSource.getPropertiesProvider().computePropertiesVector(scanVariables);
+        r.getLocalProperties().clear();
+        IPhysicalPropertiesVector[] requirements = new IPhysicalPropertiesVector[1];
+        requirements[0] = r;
+        return new PhysicalRequirements(requirements, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        InsertDeleteUpsertOperator insertDeleteOp = (InsertDeleteUpsertOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
+        JobSpecification spec = builder.getJobSpec();
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = null;
+        if (operation == Kind.INSERT) {
+            runtimeAndConstraints = mp.getInsertRuntime(dataSource, propagatedSchema, typeEnv, keys, payload,
+                    additionalFilteringKeys, additionalNonFilteringFields, inputDesc, context, spec, false);
+        } else if (operation == Kind.DELETE) {
+            runtimeAndConstraints = mp.getDeleteRuntime(dataSource, propagatedSchema, typeEnv, keys, payload,
+                    additionalFilteringKeys, inputDesc, context, spec);
+        } else if (operation == Kind.UPSERT) {
+            runtimeAndConstraints = mp.getUpsertRuntime(dataSource, propagatedSchema, typeEnv, keys, payload,
+                    additionalFilteringKeys, additionalNonFilteringFields, inputDesc, context, spec);
+        } else {
+            throw new AlgebricksException("Unsupported Operation " + operation);
+        }
+
+        builder.contributeHyracksOperator(insertDeleteOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = insertDeleteOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, insertDeleteOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IntersectPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IntersectPOperator.java
new file mode 100644
index 0000000..5f43c3e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/IntersectPOperator.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.intersect.IntersectOperatorDescriptor;
+
+public class IntersectPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.INTERSECT;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator iop,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        IntersectOperator intersectOp = (IntersectOperator) iop;
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[intersectOp.getNumInput()];
+        for (int i = 0; i < intersectOp.getNumInput(); i++) {
+            List<ILocalStructuralProperty> localProps = new ArrayList<>();
+            List<OrderColumn> orderColumns = new ArrayList<>();
+            for (LogicalVariable column : intersectOp.getInputVariables(i)) {
+                orderColumns.add(new OrderColumn(column, OrderOperator.IOrder.OrderKind.ASC));
+            }
+            localProps.add(new LocalOrderProperty(orderColumns));
+            IPartitioningProperty pp = null;
+            if (intersectOp.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.PARTITIONED) {
+                Set<LogicalVariable> partitioningVariables = new HashSet<>(intersectOp.getInputVariables(i));
+                pp = new UnorderedPartitionedProperty(partitioningVariables, null);
+            }
+            pv[i] = new StructuralPropertiesVector(pp, localProps);
+        }
+        return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator iop, IOptimizationContext context)
+            throws AlgebricksException {
+        IntersectOperator op = (IntersectOperator) iop;
+        IPartitioningProperty pp = op.getInputs().get(0).getValue().getDeliveredPhysicalProperties()
+                .getPartitioningProperty();
+
+        HashMap<LogicalVariable, LogicalVariable> varMaps = new HashMap<>(op.getOutputVars().size());
+        for (int i = 0; i < op.getOutputVars().size(); i++) {
+            varMaps.put(op.getInputVariables(0).get(i), op.getOutputVars().get(i));
+        }
+        pp.substituteColumnVars(varMaps);
+
+        List<ILocalStructuralProperty> propsLocal = new ArrayList<>();
+        List<OrderColumn> orderColumns = new ArrayList<>();
+        for (LogicalVariable var : op.getOutputVars()) {
+            orderColumns.add(new OrderColumn(var, OrderOperator.IOrder.OrderKind.ASC));
+        }
+        propsLocal.add(new LocalOrderProperty(orderColumns));
+        deliveredProperties = new StructuralPropertiesVector(pp, propsLocal);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        // logical op should have checked all the mismatch issues.
+        IntersectOperator logicalOp = (IntersectOperator) op;
+        int nInput = logicalOp.getNumInput();
+        int[][] compareFields = new int[nInput][];
+
+        IBinaryComparatorFactory[] comparatorFactories = JobGenHelper.variablesToAscBinaryComparatorFactories(
+                logicalOp.getInputVariables(0), context.getTypeEnvironment(op), context);
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        if (nkcfProvider != null) {
+            Object type = context.getTypeEnvironment(op).getVarType(logicalOp.getInputVariables(0).get(0));
+            if (type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, true);
+            }
+        }
+
+        for (int i = 0; i < logicalOp.getNumInput(); i++) {
+            compareFields[i] = JobGenHelper.variablesToFieldIndexes(logicalOp.getInputVariables(i), inputSchemas[i]);
+        }
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+
+        IntersectOperatorDescriptor opDescriptor = null;
+        try {
+            opDescriptor = new IntersectOperatorDescriptor(spec, nInput, compareFields, nkcf, comparatorFactories,
+                    recordDescriptor);
+        } catch (HyracksException e) {
+            throw new AlgebricksException(e);
+        }
+
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDescriptor);
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            builder.contributeGraphEdge(op.getInputs().get(i).getValue(), 0, op, i);
+        }
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MaterializePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MaterializePOperator.java
new file mode 100644
index 0000000..c55a4ae
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MaterializePOperator.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.dataflow.std.misc.MaterializingOperatorDescriptor;
+
+public class MaterializePOperator extends AbstractPhysicalOperator {
+
+    private final boolean isSingleActivity;
+
+    public MaterializePOperator(boolean isSingleActivity) {
+        this.isSingleActivity = isSingleActivity;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.MATERIALIZE;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                propagatedSchema, context);
+        MaterializingOperatorDescriptor materializationOpDesc = new MaterializingOperatorDescriptor(
+                builder.getJobSpec(), recDescriptor, isSingleActivity);
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, materializationOpDesc);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 0 };
+        int[] outputDependencyLabels;
+        if (isSingleActivity) {
+            outputDependencyLabels = new int[] { 0 };
+        } else {
+            outputDependencyLabels = new int[] { 1 };
+        }
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MicroPreclusteredGroupByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MicroPreclusteredGroupByPOperator.java
new file mode 100644
index 0000000..6e8933c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/MicroPreclusteredGroupByPOperator.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.NestedPlansAccumulatingAggregatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.group.MicroPreClusteredGroupRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+
+public class MicroPreclusteredGroupByPOperator extends AbstractPreclusteredGroupByPOperator {
+
+    public MicroPreclusteredGroupByPOperator(List<LogicalVariable> columnList) {
+        super(columnList);
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.MICRO_PRE_CLUSTERED_GROUP_BY;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        int keys[] = JobGenHelper.variablesToFieldIndexes(columnList, inputSchemas[0]);
+        GroupByOperator gby = (GroupByOperator) op;
+        int numFds = gby.getDecorList().size();
+        int fdColumns[] = new int[numFds];
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        int j = 0;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new AlgebricksException("pre-sorted group-by expects variable references.");
+            }
+            VariableReferenceExpression v = (VariableReferenceExpression) expr;
+            LogicalVariable decor = v.getVariableReference();
+            fdColumns[j++] = inputSchemas[0].findVariable(decor);
+        }
+        // compile subplans and set the gby op. schema accordingly
+        AlgebricksPipeline[] subplans = compileSubplans(inputSchemas[0], gby, opSchema, context);
+        IAggregatorDescriptorFactory aggregatorFactory = new NestedPlansAccumulatingAggregatorFactory(subplans, keys,
+                fdColumns);
+
+        IBinaryComparatorFactory[] comparatorFactories = JobGenHelper.variablesToAscBinaryComparatorFactories(
+                columnList, env, context);
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        RecordDescriptor inputRecordDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op.getInputs().get(0).getValue()),
+                inputSchemas[0], context);
+        MicroPreClusteredGroupRuntimeFactory runtime = new MicroPreClusteredGroupRuntimeFactory(keys,
+                comparatorFactories, aggregatorFactory, inputRecordDesc, recordDescriptor, null);
+        builder.contributeMicroOperator(gby, runtime, recordDescriptor);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java
new file mode 100644
index 0000000..2622ae3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NLJoinPOperator.java
@@ -0,0 +1,299 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator.JoinKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.BroadcastPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspector;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.dataflow.std.join.NestedLoopJoinOperatorDescriptor;
+
+/**
+ * Left input is broadcast and preserves its local properties.
+ * Right input can be partitioned in any way.
+ */
+public class NLJoinPOperator extends AbstractJoinPOperator {
+
+    private final int memSize;
+
+    public NLJoinPOperator(JoinKind kind, JoinPartitioningType partitioningType, int memSize) {
+        super(kind, partitioningType);
+        this.memSize = memSize;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.NESTED_LOOP;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator iop, IOptimizationContext context) {
+        if (partitioningType != JoinPartitioningType.BROADCAST) {
+            throw new NotImplementedException(partitioningType + " nested loop joins are not implemented.");
+        }
+
+        IPartitioningProperty pp;
+
+        AbstractLogicalOperator op = (AbstractLogicalOperator) iop;
+
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.PARTITIONED) {
+            AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(1).getValue();
+            IPhysicalPropertiesVector pv1 = op2.getPhysicalOperator().getDeliveredProperties();
+            if (pv1 == null) {
+                pp = null;
+            } else {
+                pp = pv1.getPartitioningProperty();
+            }
+        } else {
+            pp = IPartitioningProperty.UNPARTITIONED;
+        }
+
+        // Nested loop join maintains the local structure property for the probe side.
+        AbstractLogicalOperator probeOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector probeSideProperties = probeOp.getPhysicalOperator().getDeliveredProperties();
+        List<ILocalStructuralProperty> probeSideLocalProperties = probeSideProperties.getLocalProperties();
+        this.deliveredProperties = new StructuralPropertiesVector(pp, probeSideLocalProperties);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        if (partitioningType != JoinPartitioningType.BROADCAST) {
+            throw new NotImplementedException(partitioningType + " nested loop joins are not implemented.");
+        }
+
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[2];
+        pv[0] = new StructuralPropertiesVector(new BroadcastPartitioningProperty(context.getComputationNodeDomain()),
+                null);
+        pv[1] = new StructuralPropertiesVector(null, null);
+        return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op;
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                propagatedSchema, context);
+        IOperatorSchema[] conditionInputSchemas = new IOperatorSchema[1];
+        conditionInputSchemas[0] = propagatedSchema;
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        IScalarEvaluatorFactory cond = expressionRuntimeProvider.createEvaluatorFactory(join.getCondition().getValue(),
+                context.getTypeEnvironment(op), conditionInputSchemas, context);
+        ITuplePairComparatorFactory comparatorFactory = new TuplePairEvaluatorFactory(cond,
+                context.getBinaryBooleanInspectorFactory());
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        IOperatorDescriptor opDesc = null;
+
+        switch (kind) {
+            case INNER: {
+                opDesc = new NestedLoopJoinOperatorDescriptor(spec, comparatorFactory, recDescriptor, memSize, false,
+                        null);
+                break;
+            }
+            case LEFT_OUTER: {
+                INullWriterFactory[] nullWriterFactories = new INullWriterFactory[inputSchemas[1].getSize()];
+                for (int j = 0; j < nullWriterFactories.length; j++) {
+                    nullWriterFactories[j] = context.getNullWriterFactory();
+                }
+                opDesc = new NestedLoopJoinOperatorDescriptor(spec, comparatorFactory, recDescriptor, memSize, true,
+                        nullWriterFactories);
+                break;
+            }
+            default: {
+                throw new NotImplementedException();
+            }
+        }
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src1 = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src1, 0, op, 0);
+        ILogicalOperator src2 = op.getInputs().get(1).getValue();
+        builder.contributeGraphEdge(src2, 0, op, 1);
+    }
+
+    public static class TuplePairEvaluatorFactory implements ITuplePairComparatorFactory {
+
+        private static final long serialVersionUID = 1L;
+        private final IScalarEvaluatorFactory cond;
+        private final IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory;
+
+        public TuplePairEvaluatorFactory(IScalarEvaluatorFactory cond,
+                IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory) {
+            this.cond = cond;
+            this.binaryBooleanInspectorFactory = binaryBooleanInspectorFactory;
+        }
+
+        @Override
+        public synchronized ITuplePairComparator createTuplePairComparator(IHyracksTaskContext ctx) {
+            return new TuplePairEvaluator(ctx, cond, binaryBooleanInspectorFactory.createBinaryBooleanInspector(ctx));
+        }
+    }
+
+    public static class TuplePairEvaluator implements ITuplePairComparator {
+        private final IHyracksTaskContext ctx;
+        private IScalarEvaluator condEvaluator;
+        private final IScalarEvaluatorFactory condFactory;
+        private final IPointable p;
+        private final CompositeFrameTupleReference compositeTupleRef;
+        private final FrameTupleReference leftRef;
+        private final FrameTupleReference rightRef;
+        private final IBinaryBooleanInspector binaryBooleanInspector;
+
+        public TuplePairEvaluator(IHyracksTaskContext ctx, IScalarEvaluatorFactory condFactory,
+                IBinaryBooleanInspector binaryBooleanInspector) {
+            this.ctx = ctx;
+            this.condFactory = condFactory;
+            this.binaryBooleanInspector = binaryBooleanInspector;
+            this.leftRef = new FrameTupleReference();
+            this.p = VoidPointable.FACTORY.createPointable();
+            this.rightRef = new FrameTupleReference();
+            this.compositeTupleRef = new CompositeFrameTupleReference(leftRef, rightRef);
+        }
+
+        @Override
+        public int compare(IFrameTupleAccessor outerAccessor, int outerIndex, IFrameTupleAccessor innerAccessor,
+                int innerIndex) throws HyracksDataException {
+            if (condEvaluator == null) {
+                try {
+                    this.condEvaluator = condFactory.createScalarEvaluator(ctx);
+                } catch (AlgebricksException ae) {
+                    throw new HyracksDataException(ae);
+                }
+            }
+            compositeTupleRef.reset(outerAccessor, outerIndex, innerAccessor, innerIndex);
+            try {
+                condEvaluator.evaluate(compositeTupleRef, p);
+            } catch (AlgebricksException ae) {
+                throw new HyracksDataException(ae);
+            }
+            boolean result = binaryBooleanInspector.getBooleanValue(p.getByteArray(), p.getStartOffset(),
+                    p.getLength());
+            if (result) {
+                return 0;
+            } else {
+                return 1;
+            }
+        }
+    }
+
+    public static class CompositeFrameTupleReference implements IFrameTupleReference {
+
+        private final FrameTupleReference refLeft;
+        private final FrameTupleReference refRight;
+
+        public CompositeFrameTupleReference(FrameTupleReference refLeft, FrameTupleReference refRight) {
+            this.refLeft = refLeft;
+            this.refRight = refRight;
+        }
+
+        public void reset(IFrameTupleAccessor outerAccessor, int outerIndex, IFrameTupleAccessor innerAccessor,
+                int innerIndex) {
+            refLeft.reset(outerAccessor, outerIndex);
+            refRight.reset(innerAccessor, innerIndex);
+        }
+
+        @Override
+        public int getFieldCount() {
+            return refLeft.getFieldCount() + refRight.getFieldCount();
+        }
+
+        @Override
+        public byte[] getFieldData(int fIdx) {
+            int leftFieldCount = refLeft.getFieldCount();
+            if (fIdx < leftFieldCount) {
+                return refLeft.getFieldData(fIdx);
+            } else {
+                return refRight.getFieldData(fIdx - leftFieldCount);
+            }
+        }
+
+        @Override
+        public int getFieldStart(int fIdx) {
+            int leftFieldCount = refLeft.getFieldCount();
+            if (fIdx < leftFieldCount) {
+                return refLeft.getFieldStart(fIdx);
+            } else {
+                return refRight.getFieldStart(fIdx - leftFieldCount);
+            }
+        }
+
+        @Override
+        public int getFieldLength(int fIdx) {
+            int leftFieldCount = refLeft.getFieldCount();
+            if (fIdx < leftFieldCount) {
+                return refLeft.getFieldLength(fIdx);
+            } else {
+                return refRight.getFieldLength(fIdx - leftFieldCount);
+            }
+        }
+
+        @Override
+        public IFrameTupleAccessor getFrameTupleAccessor() {
+            throw new NotImplementedException();
+        }
+
+        @Override
+        public int getTupleIndex() {
+            throw new NotImplementedException();
+        }
+
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedTupleSourcePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedTupleSourcePOperator.java
new file mode 100644
index 0000000..e8cc05f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/NestedTupleSourcePOperator.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class NestedTupleSourcePOperator extends AbstractPhysicalOperator {
+
+    public NestedTupleSourcePOperator() {
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.NESTED_TUPLE_SOURCE;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        Mutable<ILogicalOperator> dataSource = ((NestedTupleSourceOperator) op).getDataSourceReference();
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) dataSource.getValue().getInputs().get(0).getValue();
+        IPhysicalPropertiesVector inheritedProps = op2.getDeliveredPhysicalProperties();
+        AbstractLogicalOperator parent = (AbstractLogicalOperator) dataSource.getValue();
+        if (parent.getOperatorTag() == LogicalOperatorTag.GROUP) {
+            // The following part computes the data property regarding to each particular group.
+            // TODO(buyingyi): we need to add the original data property as well. But currently
+            // there are places assuming there is only one LocalOrderProperty and one
+            // LocalGroupingProperty delivered by an operator.
+            GroupByOperator gby = (GroupByOperator) parent;
+            List<ILocalStructuralProperty> originalLocalProperties = inheritedProps.getLocalProperties();
+            List<ILocalStructuralProperty> newLocalProperties = null;
+            if (originalLocalProperties != null) {
+                newLocalProperties = new ArrayList<ILocalStructuralProperty>();
+                for (ILocalStructuralProperty lsp : inheritedProps.getLocalProperties()) {
+                    ILocalStructuralProperty newLsp = lsp.regardToGroup(gby.getGbyVarList());
+                    if (newLsp != null) {
+                        newLocalProperties.add(newLsp);
+                    }
+                }
+            }
+            deliveredProperties = new StructuralPropertiesVector(inheritedProps.getPartitioningProperty(),
+                    newLocalProperties);
+        } else {
+            deliveredProperties = inheritedProps.clone();
+        }
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return null;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        propagatedSchema.addAllVariables(outerPlanSchema);
+        NestedTupleSourceRuntimeFactory runtime = new NestedTupleSourceRuntimeFactory();
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema,
+                context);
+        builder.contributeMicroOperator(op, runtime, recDesc);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/OneToOneExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/OneToOneExchangePOperator.java
new file mode 100644
index 0000000..818e1ec
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/OneToOneExchangePOperator.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+
+public class OneToOneExchangePOperator extends AbstractExchangePOperator {
+
+    public OneToOneExchangePOperator() {
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.ONE_TO_ONE_EXCHANGE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) {
+        IConnectorDescriptor conn = new OneToOneConnectorDescriptor(spec);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, TargetConstraint.SAME_COUNT);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreSortedDistinctByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreSortedDistinctByPOperator.java
new file mode 100644
index 0000000..fe11f64
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreSortedDistinctByPOperator.java
@@ -0,0 +1,150 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.SimpleAlgebricksAccumulatingAggregatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+
+public class PreSortedDistinctByPOperator extends AbstractPhysicalOperator {
+
+    private List<LogicalVariable> columnList;
+
+    public PreSortedDistinctByPOperator(List<LogicalVariable> columnList) {
+        this.columnList = columnList;
+    }
+
+    public void setDistinctByColumns(List<LogicalVariable> distinctByColumns) {
+        this.columnList = distinctByColumns;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPartitioningProperty pp = op2.getDeliveredPhysicalProperties().getPartitioningProperty();
+        List<ILocalStructuralProperty> propsLocal = op2.getDeliveredPhysicalProperties().getLocalProperties();
+        deliveredProperties = new StructuralPropertiesVector(pp, propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        StructuralPropertiesVector[] pv = new StructuralPropertiesVector[1];
+        List<ILocalStructuralProperty> localProps = new ArrayList<ILocalStructuralProperty>();
+        List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+        for (LogicalVariable column : columnList) {
+            orderColumns.add(new OrderColumn(column, OrderKind.ASC));
+        }
+        localProps.add(new LocalOrderProperty(orderColumns));
+        IPartitioningProperty pp = null;
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) op;
+        if (aop.getExecutionMode() == ExecutionMode.PARTITIONED) {
+            pp = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(columnList),
+                    context.getComputationNodeDomain());
+        }
+        pv[0] = new StructuralPropertiesVector(pp, localProps);
+        return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        int keys[] = JobGenHelper.variablesToFieldIndexes(columnList, inputSchemas[0]);
+        int sz = inputSchemas[0].getSize();
+        int fdSz = sz - columnList.size();
+        int[] fdColumns = new int[fdSz];
+        int j = 0;
+        for (LogicalVariable v : inputSchemas[0]) {
+            if (!columnList.contains(v)) {
+                fdColumns[j++] = inputSchemas[0].findVariable(v);
+            }
+        }
+        int[] keysAndDecs = new int[keys.length + fdColumns.length];
+        for (int i = 0; i < keys.length; i++) {
+            keysAndDecs[i] = keys[i];
+        }
+        for (int i = 0; i < fdColumns.length; i++) {
+            keysAndDecs[i + keys.length] = fdColumns[i];
+        }
+
+        IBinaryComparatorFactory[] comparatorFactories = JobGenHelper
+                .variablesToAscBinaryComparatorFactories(columnList, context.getTypeEnvironment(op), context);
+        IAggregateEvaluatorFactory[] aggFactories = new IAggregateEvaluatorFactory[] {};
+        IAggregatorDescriptorFactory aggregatorFactory = new SimpleAlgebricksAccumulatingAggregatorFactory(aggFactories,
+                keysAndDecs);
+
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+        /** make fd columns part of the key but the comparator only compares the distinct key columns */
+        PreclusteredGroupOperatorDescriptor opDesc = new PreclusteredGroupOperatorDescriptor(spec, keysAndDecs,
+                comparatorFactories, aggregatorFactory, recordDescriptor);
+
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.PRE_SORTED_DISTINCT_BY;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreclusteredGroupByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreclusteredGroupByPOperator.java
new file mode 100644
index 0000000..36bd73d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/PreclusteredGroupByPOperator.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.NestedPlansAccumulatingAggregatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.NestedPlansRunningAggregatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+
+public class PreclusteredGroupByPOperator extends AbstractPreclusteredGroupByPOperator {
+
+    public PreclusteredGroupByPOperator(List<LogicalVariable> columnList) {
+        super(columnList);
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.PRE_CLUSTERED_GROUP_BY;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        int keys[] = JobGenHelper.variablesToFieldIndexes(columnList, inputSchemas[0]);
+        GroupByOperator gby = (GroupByOperator) op;
+        int numFds = gby.getDecorList().size();
+        int fdColumns[] = new int[numFds];
+        int j = 0;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new AlgebricksException("pre-sorted group-by expects variable references.");
+            }
+            VariableReferenceExpression v = (VariableReferenceExpression) expr;
+            LogicalVariable decor = v.getVariableReference();
+            fdColumns[j++] = inputSchemas[0].findVariable(decor);
+        }
+        // compile subplans and set the gby op. schema accordingly
+        AlgebricksPipeline[] subplans = compileSubplans(inputSchemas[0], gby, opSchema, context);
+        IAggregatorDescriptorFactory aggregatorFactory;
+
+        if (((AbstractLogicalOperator) (gby.getNestedPlans().get(0).getRoots().get(0).getValue())).getOperatorTag() == LogicalOperatorTag.RUNNINGAGGREGATE) {
+            aggregatorFactory = new NestedPlansRunningAggregatorFactory(subplans, keys, fdColumns);
+        } else {
+            aggregatorFactory = new NestedPlansAccumulatingAggregatorFactory(subplans, keys, fdColumns);
+        }
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        IBinaryComparatorFactory[] comparatorFactories = JobGenHelper.variablesToAscBinaryComparatorFactories(
+                columnList, context.getTypeEnvironment(op), context);
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+
+        PreclusteredGroupOperatorDescriptor opDesc = new PreclusteredGroupOperatorDescriptor(spec, keys,
+                comparatorFactories, aggregatorFactory, recordDescriptor);
+
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomMergeExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomMergeExchangePOperator.java
new file mode 100644
index 0000000..e11a64f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomMergeExchangePOperator.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
+
+public class RandomMergeExchangePOperator extends AbstractExchangePOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.RANDOM_MERGE_EXCHANGE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        this.deliveredProperties = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED,
+                new ArrayList<ILocalStructuralProperty>(0));
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) {
+        IConnectorDescriptor conn = new MToNReplicatingConnectorDescriptor(spec);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, TargetConstraint.ONE);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomPartitionPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomPartitionPOperator.java
new file mode 100644
index 0000000..7237d24
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RandomPartitionPOperator.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.RandomPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+
+public class RandomPartitionPOperator extends AbstractExchangePOperator {
+
+    private final INodeDomain domain;
+
+    public RandomPartitionPOperator(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        Pair<IConnectorDescriptor, TargetConstraint> connPair = createConnectorDescriptor(builder.getJobSpec(), op,
+                opSchema, context);
+        builder.contributeConnectorWithTargetConstraint(op, connPair.first, connPair.second);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        ITuplePartitionComputerFactory tpcf = new RandomPartitionComputerFactory();
+        MToNPartitioningConnectorDescriptor conn = new MToNPartitioningConnectorDescriptor(spec, tpcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.RANDOM_PARTITION_EXCHANGE;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        this.deliveredProperties = new StructuralPropertiesVector(new RandomPartitioningProperty(domain),
+                op2.getDeliveredPhysicalProperties().getLocalProperties());
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionMergePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionMergePOperator.java
new file mode 100644
index 0000000..1f70f2a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionMergePOperator.java
@@ -0,0 +1,155 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.range.FieldRangePartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.range.IRangeMap;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+
+public class RangePartitionMergePOperator extends AbstractExchangePOperator {
+
+    private List<OrderColumn> partitioningFields;
+    private INodeDomain domain;
+    private IRangeMap rangeMap;
+
+    public RangePartitionMergePOperator(List<OrderColumn> partitioningFields, INodeDomain domain, IRangeMap rangeMap) {
+        this.partitioningFields = partitioningFields;
+        this.domain = domain;
+        this.rangeMap = rangeMap;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.RANGE_PARTITION_MERGE_EXCHANGE;
+    }
+
+    public List<OrderColumn> getPartitioningFields() {
+        return partitioningFields;
+    }
+
+    public INodeDomain getDomain() {
+        return domain;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        List<LogicalVariable> varList = new ArrayList<LogicalVariable>();
+        for (OrderColumn oc : partitioningFields) {
+            varList.add(oc.getColumn());
+        }
+        IPartitioningProperty p = new UnorderedPartitionedProperty(new ListSet<LogicalVariable>(varList), domain);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        List<ILocalStructuralProperty> op2Locals = op2.getDeliveredPhysicalProperties().getLocalProperties();
+        List<ILocalStructuralProperty> locals = new ArrayList<ILocalStructuralProperty>();
+        for (ILocalStructuralProperty prop : op2Locals) {
+            if (prop.getPropertyType() == PropertyType.LOCAL_ORDER_PROPERTY) {
+                locals.add(prop);
+            } else {
+                break;
+            }
+        }
+
+        this.deliveredProperties = new StructuralPropertiesVector(p, locals);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<ILocalStructuralProperty> orderProps = new LinkedList<ILocalStructuralProperty>();
+        List<OrderColumn> columns = new ArrayList<OrderColumn>();
+        for (OrderColumn oc : partitioningFields) {
+            LogicalVariable var = oc.getColumn();
+            columns.add(new OrderColumn(var, oc.getOrder()));
+        }
+        orderProps.add(new LocalOrderProperty(columns));
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(null,
+                orderProps) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        int n = partitioningFields.size();
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comps = new IBinaryComparatorFactory[n];
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        int i = 0;
+        for (OrderColumn oc : partitioningFields) {
+            LogicalVariable var = oc.getColumn();
+            sortFields[i] = opSchema.findVariable(var);
+            Object type = env.getVarType(var);
+            OrderKind order = oc.getOrder();
+            if (i == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, order == OrderKind.ASC);
+            }
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comps[i] = bcfp.getBinaryComparatorFactory(type, oc.getOrder() == OrderKind.ASC);
+            i++;
+        }
+        ITuplePartitionComputerFactory tpcf = new FieldRangePartitionComputerFactory(sortFields, comps, rangeMap);
+        IConnectorDescriptor conn = new MToNPartitioningMergingConnectorDescriptor(spec, tpcf, sortFields, comps, nkcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + partitioningFields + " SPLIT COUNT:" + rangeMap.getSplitCount();
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionPOperator.java
new file mode 100644
index 0000000..9046ce2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RangePartitionPOperator.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.range.FieldRangePartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.range.IRangeMap;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+
+public class RangePartitionPOperator extends AbstractExchangePOperator {
+
+    private List<OrderColumn> partitioningFields;
+    private INodeDomain domain;
+    private IRangeMap rangeMap;
+
+    public RangePartitionPOperator(List<OrderColumn> partitioningFields, INodeDomain domain, IRangeMap rangeMap) {
+        this.partitioningFields = partitioningFields;
+        this.domain = domain;
+        this.rangeMap = rangeMap;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.RANGE_PARTITION_EXCHANGE;
+    }
+
+    public List<OrderColumn> getPartitioningFields() {
+        return partitioningFields;
+    }
+
+    public INodeDomain getDomain() {
+        return domain;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        IPartitioningProperty p = new OrderedPartitionedProperty(new ArrayList<OrderColumn>(partitioningFields), domain);
+        this.deliveredProperties = new StructuralPropertiesVector(p, new LinkedList<ILocalStructuralProperty>());
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        int n = partitioningFields.size();
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comps = new IBinaryComparatorFactory[n];
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        int i = 0;
+        for (OrderColumn oc : partitioningFields) {
+            LogicalVariable var = oc.getColumn();
+            sortFields[i] = opSchema.findVariable(var);
+            Object type = env.getVarType(var);
+            OrderKind order = oc.getOrder();
+            if (i == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, order == OrderKind.ASC);
+            }
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comps[i] = bcfp.getBinaryComparatorFactory(type, oc.getOrder() == OrderKind.ASC);
+            i++;
+        }
+        ITuplePartitionComputerFactory tpcf = new FieldRangePartitionComputerFactory(sortFields, comps, rangeMap);
+        IConnectorDescriptor conn = new MToNPartitioningConnectorDescriptor(spec, tpcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, null);
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + partitioningFields + " SPLIT COUNT:" + rangeMap.getSplitCount();
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ReplicatePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ReplicatePOperator.java
new file mode 100644
index 0000000..14a8f16
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/ReplicatePOperator.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.misc.SplitOperatorDescriptor;
+
+public class ReplicatePOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SPLIT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
+
+        ReplicateOperator rop = (ReplicateOperator) op;
+        int outputArity = rop.getOutputArity();
+        boolean[] outputMaterializationFlags = rop.getOutputMaterializationFlags();
+
+        SplitOperatorDescriptor splitOpDesc = new SplitOperatorDescriptor(spec, recDescriptor, outputArity, outputMaterializationFlags);
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, splitOpDesc);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 0 };
+        ReplicateOperator rop = (ReplicateOperator) op;
+        int[] outputDependencyLabels = new int[rop.getOutputArity()];
+        // change the labels of outputs that requires materialization to 1
+        boolean[] outputMaterializationFlags = rop.getOutputMaterializationFlags();
+        for (int i = 0; i < rop.getOutputArity(); i++) {
+            if (outputMaterializationFlags[i]) {
+                outputDependencyLabels[i] = 1;
+            }
+        }
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RunningAggregatePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RunningAggregatePOperator.java
new file mode 100644
index 0000000..8e4ca18
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/RunningAggregatePOperator.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.RunningAggregateRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class RunningAggregatePOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.RUNNING_AGGREGATE;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        RunningAggregateOperator ragg = (RunningAggregateOperator) op;
+        List<LogicalVariable> variables = ragg.getVariables();
+        List<Mutable<ILogicalExpression>> expressions = ragg.getExpressions();
+        int[] outColumns = new int[variables.size()];
+        for (int i = 0; i < outColumns.length; i++) {
+            outColumns[i] = opSchema.findVariable(variables.get(i));
+        }
+        IRunningAggregateEvaluatorFactory[] runningAggFuns = new IRunningAggregateEvaluatorFactory[expressions.size()];
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        for (int i = 0; i < runningAggFuns.length; i++) {
+            StatefulFunctionCallExpression expr = (StatefulFunctionCallExpression) expressions.get(i).getValue();
+            runningAggFuns[i] = expressionRuntimeProvider.createRunningAggregateFunctionFactory(expr,
+                    context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
+        }
+
+        // TODO push projections into the operator
+        int[] projectionList = JobGenHelper.projectAllVariables(opSchema);
+
+        RunningAggregateRuntimeFactory runtime = new RunningAggregateRuntimeFactory(outColumns, runningAggFuns,
+                projectionList);
+
+        // contribute one Asterix framewriter
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        builder.contributeMicroOperator(ragg, runtime, recDesc);
+        // and contribute one edge from its child
+        ILogicalOperator src = ragg.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, ragg, 0);
+
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkPOperator.java
new file mode 100644
index 0000000..71acecf
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkPOperator.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.operators.base.SinkRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.misc.SinkOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.union.UnionAllOperatorDescriptor;
+
+public class SinkPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SINK;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2;
+        List<ILocalStructuralProperty> propsLocal = new ArrayList<ILocalStructuralProperty>();
+        IPhysicalPropertiesVector childsProperties = null;
+
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            op2 = (AbstractLogicalOperator) op.getInputs().get(i).getValue();
+            childsProperties = op2.getPhysicalOperator().getDeliveredProperties();
+            if (childsProperties.getLocalProperties() != null) {
+                propsLocal.addAll(childsProperties.getLocalProperties());
+            }
+        }
+
+        deliveredProperties = new StructuralPropertiesVector(childsProperties.getPartitioningProperty(), propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+      return emptyUnaryRequirements(op.getInputs().size());
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+
+        SinkOperatorDescriptor opDesc = new SinkOperatorDescriptor(spec, op.getInputs().size());
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            builder.contributeGraphEdge(op.getInputs().get(i).getValue(), 0, op, i);
+        }
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkWritePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkWritePOperator.java
new file mode 100644
index 0000000..35f9444
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SinkWritePOperator.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class SinkWritePOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SINK_WRITE;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        WriteOperator write = (WriteOperator) op;
+        IDataSink sink = write.getDataSink();
+        IPartitioningProperty pp = sink.getPartitioningProperty();
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(pp, null) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        WriteOperator write = (WriteOperator) op;
+        int[] columns = new int[write.getExpressions().size()];
+        int i = 0;
+        for (Mutable<ILogicalExpression> exprRef : write.getExpressions()) {
+            ILogicalExpression expr = exprRef.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new NotImplementedException("Only writing variable expressions is supported.");
+            }
+            VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+            LogicalVariable v = varRef.getVariableReference();
+            columns[i++] = inputSchemas[0].findVariable(v);
+        }
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema, context);
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0],
+                context);
+
+        IPrinterFactory[] pf = JobGenHelper.mkPrinterFactories(inputSchemas[0], context.getTypeEnvironment(op),
+                context, columns);
+
+        IMetadataProvider<?, ?> mp = context.getMetadataProvider();
+
+        Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> runtime = mp.getWriteFileRuntime(write.getDataSink(),
+                columns, pf, inputDesc);
+
+        builder.contributeMicroOperator(write, runtime.first, recDesc, runtime.second);
+        ILogicalOperator src = write.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, write, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortGroupByPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortGroupByPOperator.java
new file mode 100644
index 0000000..c08ff85
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortGroupByPOperator.java
@@ -0,0 +1,295 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.core.jobgen.impl.OperatorSchemaImpl;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.SimpleAlgebricksAccumulatingAggregatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.sort.SortGroupByOperatorDescriptor;
+
+public class SortGroupByPOperator extends AbstractPhysicalOperator {
+
+    private final int frameLimit;
+    private final OrderColumn[] orderColumns;
+    private final List<LogicalVariable> columnSet = new ArrayList<LogicalVariable>();
+
+    public SortGroupByPOperator(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList, int frameLimit,
+            OrderColumn[] orderColumns) {
+        this.frameLimit = frameLimit;
+        this.orderColumns = orderColumns;
+        computeColumnSet(gbyList);
+    }
+
+    private void computeColumnSet(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList) {
+        columnSet.clear();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gbyList) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                VariableReferenceExpression v = (VariableReferenceExpression) expr;
+                columnSet.add(v.getVariableReference());
+            }
+        }
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SORT_GROUP_BY;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + columnSet;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    private List<LogicalVariable> getGbyColumns() {
+        return columnSet;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        List<ILocalStructuralProperty> propsLocal = new LinkedList<ILocalStructuralProperty>();
+
+        GroupByOperator gOp = (GroupByOperator) op;
+        Set<LogicalVariable> columnSet = new ListSet<LogicalVariable>();
+        List<OrderColumn> ocs = new ArrayList<OrderColumn>();
+
+        if (!columnSet.isEmpty()) {
+            propsLocal.add(new LocalGroupingProperty(columnSet));
+        }
+        for (OrderColumn oc : orderColumns) {
+            ocs.add(oc);
+        }
+        propsLocal.add(new LocalOrderProperty(ocs));
+        for (ILogicalPlan p : gOp.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                ILogicalOperator rOp = r.getValue();
+                propsLocal.addAll(rOp.getDeliveredPhysicalProperties().getLocalProperties());
+            }
+        }
+
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector childProp = op2.getDeliveredPhysicalProperties();
+        deliveredProperties = new StructuralPropertiesVector(childProp.getPartitioningProperty(), propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        List<LogicalVariable> gbyCols = getGbyColumns();
+        int keys[] = JobGenHelper.variablesToFieldIndexes(gbyCols, inputSchemas[0]);
+        GroupByOperator gby = (GroupByOperator) op;
+        int numFds = gby.getDecorList().size();
+        int fdColumns[] = new int[numFds];
+        int j = 0;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            ILogicalExpression expr = p.second.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new AlgebricksException("Sort group-by expects variable references.");
+            }
+            VariableReferenceExpression v = (VariableReferenceExpression) expr;
+            LogicalVariable decor = v.getVariableReference();
+            fdColumns[j++] = inputSchemas[0].findVariable(decor);
+        }
+
+        if (gby.getNestedPlans().size() != 1) {
+            throw new AlgebricksException(
+                    "Sort group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        ILogicalPlan p0 = gby.getNestedPlans().get(0);
+        if (p0.getRoots().size() != 1) {
+            throw new AlgebricksException(
+                    "Sort group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        Mutable<ILogicalOperator> r0 = p0.getRoots().get(0);
+        AggregateOperator aggOp = (AggregateOperator) r0.getValue();
+
+        IPartialAggregationTypeComputer partialAggregationTypeComputer = context.getPartialAggregationTypeComputer();
+        List<Object> intermediateTypes = new ArrayList<Object>();
+        int n = aggOp.getExpressions().size();
+        IAggregateEvaluatorFactory[] aff = new IAggregateEvaluatorFactory[n];
+        int i = 0;
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        IVariableTypeEnvironment aggOpInputEnv = context.getTypeEnvironment(aggOp.getInputs().get(0).getValue());
+        IVariableTypeEnvironment outputEnv = context.getTypeEnvironment(op);
+        for (Mutable<ILogicalExpression> exprRef : aggOp.getExpressions()) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) exprRef.getValue();
+            aff[i++] = expressionRuntimeProvider.createAggregateFunctionFactory(aggFun, aggOpInputEnv, inputSchemas,
+                    context);
+            intermediateTypes.add(partialAggregationTypeComputer.getType(aggFun, aggOpInputEnv,
+                    context.getMetadataProvider()));
+        }
+
+        int[] keyAndDecFields = new int[keys.length + fdColumns.length];
+        for (i = 0; i < keys.length; ++i) {
+            keyAndDecFields[i] = keys[i];
+        }
+        for (i = 0; i < fdColumns.length; i++) {
+            keyAndDecFields[keys.length + i] = fdColumns[i];
+        }
+
+        List<LogicalVariable> keyAndDecVariables = new ArrayList<LogicalVariable>();
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getGroupByList()) {
+            keyAndDecVariables.add(p.first);
+        }
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+            keyAndDecVariables.add(GroupByOperator.getDecorVariable(p));
+        }
+
+        for (LogicalVariable var : keyAndDecVariables) {
+            aggOpInputEnv.setVarType(var, outputEnv.getVarType(var));
+        }
+
+        compileSubplans(inputSchemas[0], gby, opSchema, context);
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+
+        IBinaryComparatorFactory[] compFactories = new IBinaryComparatorFactory[gbyCols.size()];
+        IBinaryComparatorFactoryProvider bcfProvider = context.getBinaryComparatorFactoryProvider();
+        i = 0;
+        for (LogicalVariable v : gbyCols) {
+            Object type = aggOpInputEnv.getVarType(v);
+            if (orderColumns[i].getOrder() == OrderKind.ASC) {
+                compFactories[i] = bcfProvider.getBinaryComparatorFactory(type, true);
+            } else {
+                compFactories[i] = bcfProvider.getBinaryComparatorFactory(type, false);
+            }
+            i++;
+        }
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+
+        IAggregateEvaluatorFactory[] merges = new IAggregateEvaluatorFactory[n];
+        List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+        IOperatorSchema[] localInputSchemas = new IOperatorSchema[1];
+        localInputSchemas[0] = new OperatorSchemaImpl();
+        for (i = 0; i < n; i++) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) aggOp.getMergeExpressions()
+                    .get(i).getValue();
+            aggFun.getUsedVariables(usedVars);
+        }
+        i = 0;
+        for (Object type : intermediateTypes) {
+            aggOpInputEnv.setVarType(usedVars.get(i++), type);
+        }
+        for (LogicalVariable keyVar : keyAndDecVariables) {
+            localInputSchemas[0].addVariable(keyVar);
+        }
+        for (LogicalVariable usedVar : usedVars) {
+            localInputSchemas[0].addVariable(usedVar);
+        }
+        for (i = 0; i < n; i++) {
+            AggregateFunctionCallExpression mergeFun = (AggregateFunctionCallExpression) aggOp.getMergeExpressions()
+                    .get(i).getValue();
+            merges[i] = expressionRuntimeProvider.createAggregateFunctionFactory(mergeFun, aggOpInputEnv,
+                    localInputSchemas, context);
+        }
+        RecordDescriptor partialAggRecordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op),
+                localInputSchemas[0], context);
+
+        IAggregatorDescriptorFactory aggregatorFactory = new SimpleAlgebricksAccumulatingAggregatorFactory(aff,
+                keyAndDecFields);
+        IAggregatorDescriptorFactory mergeFactory = new SimpleAlgebricksAccumulatingAggregatorFactory(merges,
+                keyAndDecFields);
+
+        INormalizedKeyComputerFactory normalizedKeyFactory = null;
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        if (nkcfProvider == null) {
+            normalizedKeyFactory = null;
+        }
+        Object type = aggOpInputEnv.getVarType(gbyCols.get(0));
+        normalizedKeyFactory = orderColumns[0].getOrder() == OrderKind.ASC ? nkcfProvider
+                .getNormalizedKeyComputerFactory(type, true) : nkcfProvider
+                .getNormalizedKeyComputerFactory(type, false);
+        SortGroupByOperatorDescriptor gbyOpDesc = new SortGroupByOperatorDescriptor(spec, frameLimit, keys,
+                keyAndDecFields, normalizedKeyFactory, compFactories, aggregatorFactory, mergeFactory,
+                partialAggRecordDescriptor, recordDescriptor, false);
+
+        contributeOpDesc(builder, gby, gbyOpDesc);
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public Pair<int[], int[]> getInputOutputDependencyLabels(ILogicalOperator op) {
+        int[] inputDependencyLabels = new int[] { 0 };
+        int[] outputDependencyLabels = new int[] { 1 };
+        return new Pair<int[], int[]>(inputDependencyLabels, outputDependencyLabels);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortMergeExchangePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortMergeExchangePOperator.java
new file mode 100644
index 0000000..81f6e6b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SortMergeExchangePOperator.java
@@ -0,0 +1,160 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder.TargetConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+
+public class SortMergeExchangePOperator extends AbstractExchangePOperator {
+
+    private final OrderColumn[] sortColumns;
+
+    public SortMergeExchangePOperator(OrderColumn[] sortColumns) {
+        this.sortColumns = sortColumns;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SORT_MERGE_EXCHANGE;
+    }
+
+    public OrderColumn[] getSortColumns() {
+        return sortColumns;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append(getOperatorTag());
+        sb.append(" [");
+        sb.append(sortColumns[0]);
+        for (int i = 1; i < sortColumns.length; i++) {
+            sb.append(", " + sortColumns[i]);
+        }
+        sb.append(" ]");
+        return sb.toString();
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator inp1 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector pv1 = inp1.getDeliveredPhysicalProperties();
+        if (pv1 == null) {
+            inp1.computeDeliveredPhysicalProperties(context);
+            pv1 = inp1.getDeliveredPhysicalProperties();
+        }
+
+        List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+        List<ILocalStructuralProperty> localProps = new ArrayList<ILocalStructuralProperty>(sortColumns.length);
+        for (ILocalStructuralProperty prop : pv1.getLocalProperties()) {
+            if (prop.getPropertyType() == PropertyType.LOCAL_ORDER_PROPERTY) {
+                LocalOrderProperty lop = (LocalOrderProperty) prop;
+                for (OrderColumn oc : lop.getOrderColumns()) {
+                    if (oc.equals(sortColumns[orderColumns.size()])) {
+                        orderColumns.add(oc);
+                        if (orderColumns.size() == sortColumns.length) {
+                            break;
+                        }
+                    } else {
+                        break;
+                    }
+                }
+            } else {
+                continue;
+            }
+        }
+        if (orderColumns.size() > 0) {
+            localProps.add(new LocalOrderProperty(orderColumns));
+        }
+        this.deliveredProperties = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED, localProps);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<ILocalStructuralProperty> localProps = new ArrayList<ILocalStructuralProperty>(sortColumns.length);
+        localProps.add(new LocalOrderProperty(Arrays.asList(sortColumns)));
+        StructuralPropertiesVector[] r = new StructuralPropertiesVector[] { new StructuralPropertiesVector(null,
+                localProps) };
+        return new PhysicalRequirements(r, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public Pair<IConnectorDescriptor, TargetConstraint> createConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ILogicalOperator op, IOperatorSchema opSchema, JobGenContext context) throws AlgebricksException {
+        int n = sortColumns.length;
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comps = new IBinaryComparatorFactory[n];
+        IBinaryHashFunctionFactory[] hashFuns = new IBinaryHashFunctionFactory[n];
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        for (int i = 0; i < n; i++) {
+            sortFields[i] = opSchema.findVariable(sortColumns[i].getColumn());
+            Object type = env.getVarType(sortColumns[i].getColumn());
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comps[i] = bcfp.getBinaryComparatorFactory(type, sortColumns[i].getOrder() == OrderKind.ASC);
+            IBinaryHashFunctionFactoryProvider bhffp = context.getBinaryHashFunctionFactoryProvider();
+            hashFuns[i] = bhffp.getBinaryHashFunctionFactory(type);
+            if (i == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, sortColumns[i].getOrder() == OrderKind.ASC);
+            }
+        }
+        ITuplePartitionComputerFactory tpcf = new FieldHashPartitionComputerFactory(sortFields, hashFuns);
+        IConnectorDescriptor conn = new MToNPartitioningMergingConnectorDescriptor(spec, tpcf, sortFields, comps, nkcf);
+        return new Pair<IConnectorDescriptor, TargetConstraint>(conn, TargetConstraint.ONE);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StableSortPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StableSortPOperator.java
new file mode 100644
index 0000000..120c1c4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StableSortPOperator.java
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.TopKSorterOperatorDescriptor;
+
+/**
+ * This will always be attached to an {@link OrderOperator} logical operator.
+ */
+
+public class StableSortPOperator extends AbstractStableSortPOperator {
+
+    private int maxNumberOfFrames;
+    private int topK;
+
+    public StableSortPOperator(int maxNumberOfFrames) {
+        this(maxNumberOfFrames, -1);
+    }
+
+    public StableSortPOperator(int maxNumberOfFrames, int topK) {
+        super();
+        this.maxNumberOfFrames = maxNumberOfFrames;
+        this.topK = topK;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.STABLE_SORT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        RecordDescriptor recDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema,
+                context);
+        int n = sortColumns.length;
+        int[] sortFields = new int[n];
+        IBinaryComparatorFactory[] comps = new IBinaryComparatorFactory[n];
+
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        INormalizedKeyComputerFactory nkcf = null;
+
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        int i = 0;
+        for (OrderColumn oc : sortColumns) {
+            LogicalVariable var = oc.getColumn();
+            sortFields[i] = opSchema.findVariable(var);
+            Object type = env.getVarType(var);
+            OrderKind order = oc.getOrder();
+            if (i == 0 && nkcfProvider != null && type != null) {
+                nkcf = nkcfProvider.getNormalizedKeyComputerFactory(type, order == OrderKind.ASC);
+            }
+            IBinaryComparatorFactoryProvider bcfp = context.getBinaryComparatorFactoryProvider();
+            comps[i] = bcfp.getBinaryComparatorFactory(type, oc.getOrder() == OrderKind.ASC);
+            i++;
+        }
+
+        // topK == -1 means that a topK value is not provided.
+        if (topK == -1) {
+            ExternalSortOperatorDescriptor sortOpDesc = new ExternalSortOperatorDescriptor(spec, maxNumberOfFrames,
+                    sortFields, nkcf, comps, recDescriptor);
+            contributeOpDesc(builder, (AbstractLogicalOperator) op, sortOpDesc);
+            ILogicalOperator src = op.getInputs().get(0).getValue();
+            builder.contributeGraphEdge(src, 0, op, 0);
+        } else {
+            // Since topK value is provided, topK optimization is possible.
+            // We call topKSorter instead of calling ExternalSortOperator.
+            TopKSorterOperatorDescriptor sortOpDesc = new TopKSorterOperatorDescriptor(spec, maxNumberOfFrames, topK,
+                    sortFields, nkcf, comps, recDescriptor);
+            contributeOpDesc(builder, (AbstractLogicalOperator) op, sortOpDesc);
+            ILogicalOperator src = op.getInputs().get(0).getValue();
+            builder.contributeGraphEdge(src, 0, op, 0);
+        }
+    }
+
+    @Override
+    public String toString() {
+        if (orderProp == null) {
+            if (topK != -1) {
+                // A topK value is introduced.
+                return getOperatorTag().toString() + " [topK: " + topK + "]";
+            } else {
+                return getOperatorTag().toString();
+            }
+        } else {
+            if (topK != -1) {
+                // A topK value is introduced.
+                return getOperatorTag().toString() + " [topK: " + topK + "]" + " " + orderProp;
+            } else {
+                return getOperatorTag().toString() + " " + orderProp;
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamLimitPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamLimitPOperator.java
new file mode 100644
index 0000000..99be356
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamLimitPOperator.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamLimitRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class StreamLimitPOperator extends AbstractPhysicalOperator {
+
+    public StreamLimitPOperator() {
+
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.STREAM_LIMIT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator limitOp = (AbstractLogicalOperator) op;
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        if (limitOp.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.UNPARTITIONED) {
+            //partitioning property: unpartitioned;  local property: whatever from the child
+            deliveredProperties = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED, op2
+                    .getDeliveredPhysicalProperties().getLocalProperties());
+        } else {
+            deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+        }
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        AbstractLogicalOperator limitOp = (AbstractLogicalOperator) op;
+        if (limitOp.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.UNPARTITIONED) {
+            StructuralPropertiesVector[] pv = new StructuralPropertiesVector[1];
+            pv[0] = new StructuralPropertiesVector(IPartitioningProperty.UNPARTITIONED, null);
+            return new PhysicalRequirements(pv, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+        } else {
+            return emptyUnaryRequirements();
+        }
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        LimitOperator limit = (LimitOperator) op;
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        IVariableTypeEnvironment env = context.getTypeEnvironment(op);
+        IScalarEvaluatorFactory maxObjectsFact = expressionRuntimeProvider.createEvaluatorFactory(limit.getMaxObjects()
+                .getValue(), env, inputSchemas, context);
+        ILogicalExpression offsetExpr = limit.getOffset().getValue();
+        IScalarEvaluatorFactory offsetFact = (offsetExpr == null) ? null : expressionRuntimeProvider
+                .createEvaluatorFactory(offsetExpr, env, inputSchemas, context);
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema,
+                context);
+        StreamLimitRuntimeFactory runtime = new StreamLimitRuntimeFactory(maxObjectsFact, offsetFact, null,
+                context.getBinaryIntegerInspectorFactory());
+        builder.contributeMicroOperator(limit, runtime, recDesc);
+        // and contribute one edge from its child
+        ILogicalOperator src = limit.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, limit, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamProjectPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamProjectPOperator.java
new file mode 100644
index 0000000..184cbbc
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamProjectPOperator.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamProjectRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class StreamProjectPOperator extends AbstractPropagatePropertiesForUsedVariablesPOperator {
+
+    private boolean flushFramesRapidly;
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.STREAM_PROJECT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        ProjectOperator project = (ProjectOperator) op;
+        int[] projectionList = new int[project.getVariables().size()];
+        int i = 0;
+        for (LogicalVariable v : project.getVariables()) {
+            int pos = inputSchemas[0].findVariable(v);
+            if (pos < 0) {
+                throw new AlgebricksException("Could not find variable " + v + ".");
+            }
+            projectionList[i++] = pos;
+        }
+        StreamProjectRuntimeFactory runtime = new StreamProjectRuntimeFactory(projectionList, flushFramesRapidly);
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema,
+                context);
+        builder.contributeMicroOperator(project, runtime, recDesc);
+        ILogicalOperator src = project.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, project, 0);
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ProjectOperator p = (ProjectOperator) op;
+        computeDeliveredPropertiesForUsedVariables(p, p.getVariables());
+    }
+
+    public void setRapidFrameFlush(boolean flushFramesRapidly) {
+        this.flushFramesRapidly = flushFramesRapidly;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java
new file mode 100644
index 0000000..9b35922
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StreamSelectPOperator.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamSelectRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class StreamSelectPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.STREAM_SELECT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ILogicalOperator op2 = op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        SelectOperator select = (SelectOperator) op;
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        IScalarEvaluatorFactory cond = expressionRuntimeProvider.createEvaluatorFactory(select.getCondition()
+                .getValue(), context.getTypeEnvironment(op), inputSchemas, context);
+        StreamSelectRuntimeFactory runtime = new StreamSelectRuntimeFactory(cond, null,
+                context.getBinaryBooleanInspectorFactory(), select.getRetainNull(), inputSchemas[0].findVariable(select
+                        .getNullPlaceholderVariable()), context.getNullWriterFactory());
+        // contribute one Asterix framewriter
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        builder.contributeMicroOperator(select, runtime, recDesc);
+        // and contribute one edge from its child
+        ILogicalOperator src = select.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, select, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java
new file mode 100644
index 0000000..1f5159d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/StringStreamingScriptPOperator.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.scripting.IScriptDescription;
+import org.apache.hyracks.algebricks.core.algebra.scripting.IScriptDescription.ScriptKind;
+import org.apache.hyracks.algebricks.core.algebra.scripting.StringStreamingScriptDescription;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.operators.std.StringStreamingRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class StringStreamingScriptPOperator extends AbstractPropagatePropertiesForUsedVariablesPOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.STRING_STREAM_SCRIPT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        ScriptOperator scriptOp = (ScriptOperator) op;
+        IScriptDescription scriptDesc = scriptOp.getScriptDescription();
+        if (scriptDesc.getKind() != ScriptKind.STRING_STREAMING) {
+            throw new IllegalStateException();
+        }
+        StringStreamingScriptDescription sssd = (StringStreamingScriptDescription) scriptDesc;
+        StringStreamingRuntimeFactory runtime = new StringStreamingRuntimeFactory(sssd.getCommand(),
+                sssd.getPrinterFactories(), sssd.getFieldDelimiter(), sssd.getParserFactory());
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), propagatedSchema,
+                context);
+        builder.contributeMicroOperator(scriptOp, runtime, recDesc);
+        // and contribute one edge from its child
+        ILogicalOperator src = scriptOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, scriptOp, 0);
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        ScriptOperator s = (ScriptOperator) op;
+        computeDeliveredPropertiesForUsedVariables(s, s.getInputVariables());
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java
new file mode 100644
index 0000000..9fc0dd4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/SubplanPOperator.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.operators.meta.SubplanRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class SubplanPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.SUBPLAN;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPhysicalPropertiesVector childsProperties = op2.getPhysicalOperator().getDeliveredProperties();
+        List<ILocalStructuralProperty> propsLocal = new ArrayList<ILocalStructuralProperty>();
+        if (childsProperties.getLocalProperties() != null) {
+            propsLocal.addAll(childsProperties.getLocalProperties());
+        }
+        // ... get local properties for newly created variables...
+        SubplanOperator subplan = (SubplanOperator) op;
+        for (ILogicalPlan plan : subplan.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : plan.getRoots()) {
+                AbstractLogicalOperator rOp = (AbstractLogicalOperator) r.getValue();
+                propsLocal.addAll(rOp.getPhysicalOperator().getDeliveredProperties().getLocalProperties());
+            }
+        }
+
+        deliveredProperties = new StructuralPropertiesVector(childsProperties.getPartitioningProperty(), propsLocal);
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+                    throws AlgebricksException {
+        SubplanOperator subplan = (SubplanOperator) op;
+        if (subplan.getNestedPlans().size() != 1) {
+            throw new NotImplementedException("Subplan currently works only for one nested plan with one root.");
+        }
+        AlgebricksPipeline[] subplans = compileSubplans(inputSchemas[0], subplan, opSchema, context);
+        assert (subplans.length == 1);
+        AlgebricksPipeline np = subplans[0];
+        RecordDescriptor inputRecordDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[np.getOutputWidth()];
+        for (int i = 0; i < nullWriterFactories.length; i++) {
+            nullWriterFactories[i] = context.getNullWriterFactory();
+        }
+        SubplanRuntimeFactory runtime = new SubplanRuntimeFactory(np, nullWriterFactories, inputRecordDesc, null);
+
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        builder.contributeMicroOperator(subplan, runtime, recDesc);
+
+        ILogicalOperator src = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, op, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/TokenizePOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/TokenizePOperator.java
new file mode 100644
index 0000000..557a657
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/TokenizePOperator.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class TokenizePOperator extends AbstractPhysicalOperator {
+
+    private final List<LogicalVariable> primaryKeys;
+    private final List<LogicalVariable> secondaryKeys;
+    private final IDataSourceIndex<?, ?> dataSourceIndex;
+
+    public TokenizePOperator(List<LogicalVariable> primaryKeys, List<LogicalVariable> secondaryKeys,
+            IDataSourceIndex<?, ?> dataSourceIndex) {
+        this.primaryKeys = primaryKeys;
+        this.secondaryKeys = secondaryKeys;
+        this.dataSourceIndex = dataSourceIndex;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.TOKENIZE;
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        return emptyUnaryRequirements();
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        TokenizeOperator tokenizeOp = (TokenizeOperator) op;
+        if (tokenizeOp.getOperation() != Kind.INSERT || !tokenizeOp.isBulkload()) {
+            throw new AlgebricksException("Tokenize Operator only works when bulk-loading data.");
+        }
+
+        IMetadataProvider mp = context.getMetadataProvider();
+        IVariableTypeEnvironment typeEnv = context.getTypeEnvironment(op);
+        JobSpecification spec = builder.getJobSpec();
+        RecordDescriptor inputDesc = JobGenHelper.mkRecordDescriptor(
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas[0], context);
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getTokenizerRuntime(
+                dataSourceIndex, propagatedSchema, inputSchemas, typeEnv, primaryKeys, secondaryKeys, null, inputDesc,
+                context, spec, true);
+        builder.contributeHyracksOperator(tokenizeOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = tokenizeOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, tokenizeOp, 0);
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnionAllPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnionAllPOperator.java
new file mode 100644
index 0000000..e6517d0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnionAllPOperator.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.union.UnionAllOperatorDescriptor;
+
+public class UnionAllPOperator extends AbstractPhysicalOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.UNION_ALL;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return false;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        IPartitioningProperty pp = op2.getDeliveredPhysicalProperties().getPartitioningProperty();
+        this.deliveredProperties = new StructuralPropertiesVector(pp, new ArrayList<ILocalStructuralProperty>(0));
+
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        StructuralPropertiesVector pv0 = StructuralPropertiesVector.EMPTY_PROPERTIES_VECTOR;
+        StructuralPropertiesVector pv1 = StructuralPropertiesVector.EMPTY_PROPERTIES_VECTOR;
+        return new PhysicalRequirements(new StructuralPropertiesVector[] { pv0, pv1 },
+                IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+
+        IOperatorDescriptorRegistry spec = builder.getJobSpec();
+        RecordDescriptor recordDescriptor = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+
+        // at algebricks level, union all only accepts two inputs, although at
+        // hyracks
+        // level, there is no restrictions
+        UnionAllOperatorDescriptor opDesc = new UnionAllOperatorDescriptor(spec, 2, recordDescriptor);
+        contributeOpDesc(builder, (AbstractLogicalOperator) op, opDesc);
+        ILogicalOperator src1 = op.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src1, 0, op, 0);
+        ILogicalOperator src2 = op.getInputs().get(1).getValue();
+        builder.contributeGraphEdge(src2, 0, op, 1);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnnestPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnnestPOperator.java
new file mode 100644
index 0000000..31178a0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/UnnestPOperator.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression.FunctionKind;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenHelper;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.UnnestRuntimeFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class UnnestPOperator extends AbstractScanPOperator {
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.UNNEST;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema opSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        UnnestOperator unnest = (UnnestOperator) op;
+
+        int outCol = opSchema.findVariable(unnest.getVariable());
+        ILogicalExpression unnestExpr = unnest.getExpressionRef().getValue();
+        IExpressionRuntimeProvider expressionRuntimeProvider = context.getExpressionRuntimeProvider();
+        boolean exit = false;
+        if (unnestExpr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            exit = true;
+        } else {
+            AbstractFunctionCallExpression fce = (AbstractFunctionCallExpression) unnestExpr;
+            if (fce.getKind() != FunctionKind.UNNEST) {
+                exit = true;
+            }
+        }
+        if (exit) {
+            throw new AlgebricksException("Unnest expression " + unnestExpr + " is not an unnesting function call.");
+        }
+        UnnestingFunctionCallExpression agg = (UnnestingFunctionCallExpression) unnestExpr;
+        IUnnestingEvaluatorFactory unnestingFactory = expressionRuntimeProvider.createUnnestingFunctionFactory(agg,
+                context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
+
+        // for position offset
+        ILogicalExpression posOffsetExpr = unnest.getPositionOffsetExpr();
+        IScalarEvaluatorFactory posOffsetExprEvalFactory = null;
+        if (posOffsetExpr != null) {
+            posOffsetExprEvalFactory = expressionRuntimeProvider.createEvaluatorFactory(posOffsetExpr,
+                    context.getTypeEnvironment(op.getInputs().get(0).getValue()), inputSchemas, context);
+        }
+
+        int[] projectionList = JobGenHelper.projectAllVariables(opSchema);
+        UnnestRuntimeFactory unnestRuntime = new UnnestRuntimeFactory(outCol, unnestingFactory, projectionList,
+                unnest.getPositionWriter(), posOffsetExprEvalFactory);
+        RecordDescriptor recDesc = JobGenHelper.mkRecordDescriptor(context.getTypeEnvironment(op), opSchema, context);
+        builder.contributeMicroOperator(unnest, unnestRuntime, recDesc);
+        ILogicalOperator src = unnest.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, unnest, 0);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/WriteResultPOperator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/WriteResultPOperator.java
new file mode 100644
index 0000000..7ec1914
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/operators/physical/WriteResultPOperator.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.operators.physical;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class WriteResultPOperator extends AbstractPhysicalOperator {
+
+    private LogicalVariable payload;
+    private List<LogicalVariable> keys;
+    private IDataSource<?> dataSource;
+    private final List<LogicalVariable> additionalFilteringKeys;
+
+    public WriteResultPOperator(IDataSource<?> dataSource, LogicalVariable payload, List<LogicalVariable> keys,
+            List<LogicalVariable> additionalFilteringKeys) {
+        this.dataSource = dataSource;
+        this.payload = payload;
+        this.keys = keys;
+        this.additionalFilteringKeys = additionalFilteringKeys;
+    }
+
+    @Override
+    public String toString() {
+        return getOperatorTag().toString() + " " + payload + " " + keys;
+    }
+
+    @Override
+    public PhysicalOperatorTag getOperatorTag() {
+        return PhysicalOperatorTag.WRITE_RESULT;
+    }
+
+    @Override
+    public boolean isMicroOperator() {
+        return true;
+    }
+
+    @Override
+    public void computeDeliveredProperties(ILogicalOperator op, IOptimizationContext context) {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        deliveredProperties = (StructuralPropertiesVector) op2.getDeliveredPhysicalProperties().clone();
+    }
+
+    @Override
+    public PhysicalRequirements getRequiredPropertiesForChildren(ILogicalOperator op,
+            IPhysicalPropertiesVector reqdByParent, IOptimizationContext context) {
+        List<LogicalVariable> scanVariables = new ArrayList<LogicalVariable>();
+        scanVariables.addAll(keys);
+        scanVariables.add(new LogicalVariable(-1));
+        IPhysicalPropertiesVector r = dataSource.getPropertiesProvider().computePropertiesVector(scanVariables);
+        IPhysicalPropertiesVector[] requirements = new IPhysicalPropertiesVector[1];
+        requirements[0] = r;
+        return new PhysicalRequirements(requirements, IPartitioningRequirementsCoordinator.NO_COORDINATION);
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    @Override
+    public void contributeRuntimeOperator(IHyracksJobBuilder builder, JobGenContext context, ILogicalOperator op,
+            IOperatorSchema propagatedSchema, IOperatorSchema[] inputSchemas, IOperatorSchema outerPlanSchema)
+            throws AlgebricksException {
+        WriteResultOperator writeResultOp = (WriteResultOperator) op;
+        IMetadataProvider mp = context.getMetadataProvider();
+
+        JobSpecification spec = builder.getJobSpec();
+        Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> runtimeAndConstraints = mp.getWriteResultRuntime(
+                dataSource, propagatedSchema, keys, payload, additionalFilteringKeys, context, spec);
+
+        builder.contributeHyracksOperator(writeResultOp, runtimeAndConstraints.first);
+        builder.contributeAlgebricksPartitionConstraint(runtimeAndConstraints.first, runtimeAndConstraints.second);
+        ILogicalOperator src = writeResultOp.getInputs().get(0).getValue();
+        builder.contributeGraphEdge(src, 0, writeResultOp, 0);
+    }
+
+    @Override
+    public boolean expensiveThanMaterialization() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/ALogicalPlanImpl.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/ALogicalPlanImpl.java
new file mode 100644
index 0000000..082c2ce
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/plan/ALogicalPlanImpl.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.plan;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+
+public class ALogicalPlanImpl implements ILogicalPlan {
+    private List<Mutable<ILogicalOperator>> roots;
+
+    public ALogicalPlanImpl() {
+        this.roots = new ArrayList<Mutable<ILogicalOperator>>();
+    }
+
+    public ALogicalPlanImpl(List<Mutable<ILogicalOperator>> roots) {
+        this.roots = roots;
+    }
+
+    public ALogicalPlanImpl(Mutable<ILogicalOperator> root) {
+        roots = new ArrayList<Mutable<ILogicalOperator>>(1);
+        roots.add(root);
+    }
+
+    @Override
+    public List<Mutable<ILogicalOperator>> getRoots() {
+        return roots;
+    }
+
+    public void setRoots(List<Mutable<ILogicalOperator>> roots) {
+        this.roots = roots;
+    }
+
+    public static String prettyPrintPlan(ILogicalPlan plan) throws AlgebricksException {
+        LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
+        StringBuilder buffer = new StringBuilder();
+        PlanPrettyPrinter.printPlan(plan, buffer, pvisitor, 0);
+        return buffer.toString();
+    }
+
+    @Override
+    public String toString() {
+        try {
+            return ALogicalPlanImpl.prettyPrintPlan(this);
+        } catch (AlgebricksException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalExpressionPrettyPrintVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalExpressionPrettyPrintVisitor.java
new file mode 100644
index 0000000..a8af9a0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalExpressionPrettyPrintVisitor.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.prettyprint;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+
+
+public class LogicalExpressionPrettyPrintVisitor implements ILogicalExpressionVisitor<String, Integer> {
+
+	@Override
+	public String visitConstantExpression(ConstantExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+
+	@Override
+	public String visitVariableReferenceExpression(
+			VariableReferenceExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+
+	@Override
+	public String visitAggregateFunctionCallExpression(
+			AggregateFunctionCallExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+
+	@Override
+	public String visitScalarFunctionCallExpression(
+			ScalarFunctionCallExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+
+	@Override
+	public String visitStatefulFunctionCallExpression(
+			StatefulFunctionCallExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+
+	@Override
+	public String visitUnnestingFunctionCallExpression(
+			UnnestingFunctionCallExpression expr, Integer indent)
+			throws AlgebricksException {
+		return expr.toString();
+	}
+}
+
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
new file mode 100644
index 0000000..a7ea706
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/LogicalOperatorPrettyPrintVisitor.java
@@ -0,0 +1,513 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.prettyprint;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionVisitor;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class LogicalOperatorPrettyPrintVisitor implements ILogicalOperatorVisitor<String, Integer> {
+
+    ILogicalExpressionVisitor<String, Integer> exprVisitor;
+
+    public LogicalOperatorPrettyPrintVisitor() {
+        exprVisitor = new LogicalExpressionPrettyPrintVisitor();
+    }
+
+    public LogicalOperatorPrettyPrintVisitor(ILogicalExpressionVisitor<String, Integer> exprVisitor) {
+        this.exprVisitor = exprVisitor;
+    }
+
+    @Override
+    public String visitAggregateOperator(AggregateOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("aggregate ").append(op.getVariables()).append(" <- ");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitRunningAggregateOperator(RunningAggregateOperator op, Integer indent)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("running-aggregate ").append(op.getVariables()).append(" <- ");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("empty-tuple-source");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitGroupByOperator(GroupByOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("group by (");
+        pprintVeList(buffer, op.getGroupByList(), indent);
+        buffer.append(") decor (");
+        pprintVeList(buffer, op.getDecorList(), indent);
+        buffer.append(") {");
+        printNestedPlans(op, indent, buffer);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitDistinctOperator(DistinctOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("distinct " + "(");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        buffer.append(")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitInnerJoinOperator(InnerJoinOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("join (").append(op.getCondition().getValue().accept(exprVisitor, indent))
+                .append(")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("left outer join (")
+                .append(op.getCondition().getValue().accept(exprVisitor, indent)).append(")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("nested tuple source");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitOrderOperator(OrderOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("order ");
+        for (Pair<OrderOperator.IOrder, Mutable<ILogicalExpression>> p : op.getOrderExpressions()) {
+            String fst;
+
+            if (op.getTopK() != -1) {
+                buffer.append("(topK: " + op.getTopK() + ") ");
+            }
+
+            switch (p.first.getKind()) {
+                case ASC: {
+                    fst = "ASC";
+                    break;
+                }
+                case DESC: {
+                    fst = "DESC";
+                    break;
+                }
+                default: {
+                    fst = p.first.getExpressionRef().toString();
+                }
+            }
+            buffer.append("(" + fst + ", " + p.second.getValue().accept(exprVisitor, indent) + ") ");
+
+        }
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitAssignOperator(AssignOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("assign ").append(op.getVariables()).append(" <- ");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitWriteOperator(WriteOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("write ");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitDistributeResultOperator(DistributeResultOperator op, Integer indent)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("distribute result ");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitWriteResultOperator(WriteResultOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("load ").append(op.getDataSource()).append(" from ")
+                .append(op.getPayloadExpression().getValue().accept(exprVisitor, indent)).append(" partitioned by ");
+        pprintExprList(op.getKeyExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitSelectOperator(SelectOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("select (").append(op.getCondition().getValue().accept(exprVisitor, indent))
+                .append(")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitProjectOperator(ProjectOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("project " + "(" + op.getVariables() + ")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitPartitioningSplitOperator(PartitioningSplitOperator op, Integer indent)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("partitioning-split (");
+        pprintExprList(op.getExpressions(), buffer, indent);
+        buffer.append(")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitSubplanOperator(SubplanOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("subplan {");
+        printNestedPlans(op, indent, buffer);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitUnionOperator(UnionAllOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("union");
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> v : op.getVariableMappings()) {
+            buffer.append(" (" + v.first + ", " + v.second + ", " + v.third + ")");
+        }
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitIntersectOperator(IntersectOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder builder = new StringBuilder();
+        addIndent(builder, indent).append("intersect (");
+
+        builder.append('[');
+        for (int i = 0; i < op.getOutputVars().size(); i++) {
+            if (i > 0) {
+                builder.append(", ");
+            }
+            builder.append(op.getOutputVars().get(i));
+        }
+        builder.append("] <- [");
+        for (int i = 0; i < op.getNumInput(); i++) {
+            if (i > 0) {
+                builder.append(", ");
+            }
+            builder.append('[');
+            for (int j = 0; j < op.getInputVariables(i).size(); j++) {
+                if (j > 0) {
+                    builder.append(", ");
+                }
+                builder.append(op.getInputVariables(i).get(j));
+            }
+            builder.append(']');
+        }
+        builder.append("])");
+        return builder.toString();
+    }
+
+    @Override
+    public String visitUnnestOperator(UnnestOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("unnest " + op.getVariable());
+        if (op.getPositionalVariable() != null) {
+            buffer.append(" at " + op.getPositionalVariable());
+        }
+        buffer.append(" <- " + op.getExpressionRef().getValue().accept(exprVisitor, indent));
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitOuterUnnestOperator(OuterUnnestOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("outer-unnest " + op.getVariable());
+        if (op.getPositionalVariable() != null) {
+            buffer.append(" at " + op.getPositionalVariable());
+        }
+        buffer.append(" <- " + op.getExpressionRef().getValue().accept(exprVisitor, indent));
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitUnnestMapOperator(UnnestMapOperator op, Integer indent) throws AlgebricksException {
+        return printAbstractUnnestMapOperator(op, indent, "unnest-map");
+    }
+
+    @Override
+    public String visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Integer indent)
+            throws AlgebricksException {
+        return printAbstractUnnestMapOperator(op, indent, "left-outer-unnest-map");
+    }
+
+    private String printAbstractUnnestMapOperator(AbstractUnnestMapOperator op, Integer indent, String opSignature)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append(opSignature + " " + op.getVariables() + " <- "
+                + op.getExpressionRef().getValue().accept(exprVisitor, indent));
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitDataScanOperator(DataSourceScanOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append(
+                "data-scan " + op.getProjectVariables() + "<-" + op.getVariables() + " <- " + op.getDataSource());
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitLimitOperator(LimitOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("limit " + op.getMaxObjects().getValue().accept(exprVisitor, indent));
+        ILogicalExpression offset = op.getOffset().getValue();
+        if (offset != null) {
+            buffer.append(", " + offset.accept(exprVisitor, indent));
+        }
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitExchangeOperator(ExchangeOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("exchange ");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitScriptOperator(ScriptOperator op, Integer indent) {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent)
+                .append("script (in: " + op.getInputVariables() + ") (out: " + op.getOutputVariables() + ")");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitReplicateOperator(ReplicateOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("replicate ");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitMaterializeOperator(MaterializeOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("materialize ");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, Integer indent)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        String header = getIndexOpString(op.getOperation());
+        addIndent(buffer, indent).append(header).append(op.getDataSource()).append(" from ")
+                .append(op.getPayloadExpression().getValue().accept(exprVisitor, indent));
+        if (op.getAdditionalNonFilteringExpressions() != null) {
+            pprintExprList(op.getAdditionalNonFilteringExpressions(), buffer, indent);
+        }
+        buffer.append(" partitioned by ");
+        pprintExprList(op.getPrimaryKeyExpressions(), buffer, indent);
+        if (op.getOperation() == Kind.UPSERT) {
+            buffer.append(" out: ([record-before-upsert:" + op.getPrevRecordVar() + "]) ");
+        }
+        if (op.isBulkload()) {
+            buffer.append(" [bulkload]");
+        }
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, Integer indent)
+            throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        String header = getIndexOpString(op.getOperation());
+        addIndent(buffer, indent).append(header).append(op.getIndexName()).append(" on ")
+                .append(op.getDataSourceIndex().getDataSource()).append(" from ");
+        if (op.getOperation() == Kind.UPSERT) {
+            buffer.append(" replace:");
+            pprintExprList(op.getPrevSecondaryKeyExprs(), buffer, indent);
+            buffer.append(" with:");
+            pprintExprList(op.getSecondaryKeyExpressions(), buffer, indent);
+        } else {
+            pprintExprList(op.getSecondaryKeyExpressions(), buffer, indent);
+        }
+        if (op.isBulkload()) {
+            buffer.append(" [bulkload]");
+        }
+        return buffer.toString();
+    }
+
+    public String getIndexOpString(Kind opKind) {
+        switch (opKind) {
+            case DELETE:
+                return "delete from ";
+            case INSERT:
+                return "insert into ";
+            case UPSERT:
+                return "upsert into ";
+        }
+        return null;
+    }
+
+    @Override
+    public String visitTokenizeOperator(TokenizeOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("tokenize ").append(op.getTokenizeVars()).append(" <- ");
+        pprintExprList(op.getSecondaryKeyExpressions(), buffer, indent);
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitSinkOperator(SinkOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append("sink");
+        return buffer.toString();
+    }
+
+    @Override
+    public String visitExtensionOperator(ExtensionOperator op, Integer indent) throws AlgebricksException {
+        StringBuilder buffer = new StringBuilder();
+        addIndent(buffer, indent).append(op.toString());
+        return buffer.toString();
+    }
+
+    protected static StringBuilder addIndent(StringBuilder buffer, int level) {
+        for (int i = 0; i < level; ++i) {
+            buffer.append(' ');
+        }
+        return buffer;
+    }
+
+    protected void printNestedPlans(AbstractOperatorWithNestedPlans op, Integer indent, StringBuilder buffer)
+            throws AlgebricksException {
+        boolean first = true;
+        if (op.getNestedPlans().isEmpty()) {
+            buffer.append("}");
+        } else {
+            for (ILogicalPlan p : op.getNestedPlans()) {
+                // PrettyPrintUtil.indent(buffer, level + 10).append("var " +
+                // p.first + ":\n");
+                buffer.append("\n");
+                if (first) {
+                    first = false;
+                } else {
+                    addIndent(buffer, indent).append("       {\n");
+                }
+                PlanPrettyPrinter.printPlan(p, buffer, this, indent + 10);
+                addIndent(buffer, indent).append("       }");
+            }
+        }
+    }
+
+    protected void pprintExprList(List<Mutable<ILogicalExpression>> expressions, StringBuilder buffer, Integer indent)
+            throws AlgebricksException {
+        buffer.append("[");
+        boolean first = true;
+        for (Mutable<ILogicalExpression> exprRef : expressions) {
+            if (first) {
+                first = false;
+            } else {
+                buffer.append(", ");
+            }
+            buffer.append(exprRef.getValue().accept(exprVisitor, indent));
+        }
+        buffer.append("]");
+    }
+
+    protected void pprintVeList(StringBuilder sb, List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> vePairList,
+            Integer indent) throws AlgebricksException {
+        sb.append("[");
+        boolean fst = true;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> ve : vePairList) {
+            if (fst) {
+                fst = false;
+            } else {
+                sb.append("; ");
+            }
+            if (ve.first != null) {
+                sb.append(ve.first + " := " + ve.second);
+            } else {
+                sb.append(ve.second.getValue().accept(exprVisitor, indent));
+            }
+        }
+        sb.append("]");
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPlotter.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPlotter.java
new file mode 100644
index 0000000..7b98ebd
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPlotter.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.prettyprint;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.Random;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+
+public class PlanPlotter {
+
+    static Random randomGenerator = new Random();
+
+    public static void printLogicalPlan(ILogicalPlan plan) throws AlgebricksException {
+        int indent = 5;
+        StringBuilder out = new StringBuilder();
+        int randomInt = 10000 + randomGenerator.nextInt(100);
+        appendln(out, "digraph G {");
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            printVisualizationGraph((AbstractLogicalOperator) root.getValue(), indent, out, "", randomInt);
+        }
+        appendln(out, "\n}\n}");
+        try {
+            File file = File.createTempFile("logicalPlan", ".txt");
+            FileUtils.writeStringToFile(file, out.toString());
+            file.deleteOnExit();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public static void printOptimizedLogicalPlan(ILogicalPlan plan) throws AlgebricksException {
+        int indent = 5;
+        StringBuilder out = new StringBuilder();
+        int randomInt = 10000 + randomGenerator.nextInt(100);
+        appendln(out, "digraph G {");
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            printVisualizationGraph((AbstractLogicalOperator) root.getValue(), indent, out, "", randomInt);
+        }
+        appendln(out, "\n}\n}");
+        try {
+            File file = File.createTempFile("logicalOptimizedPlan", ".txt");
+            FileUtils.writeStringToFile(file, out.toString());
+            file.deleteOnExit();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    /*
+     * DFS traversal function. Calls iteratively all children, and for each calls itself recursively
+     * Includes slim-maps only (no gathering of mappers to one)
+     */
+    public static void printVisualizationGraph(AbstractLogicalOperator op, int indent, StringBuilder out,
+            String current_supernode_name, int randomInt) {
+        if (!op.getInputs().isEmpty()) {
+            //String stringToVisualize = op.toStringForVisualizationGraph();
+            String stringToVisualize = op.getOperatorTag().name();
+            int firstOccurenceOf_ = stringToVisualize.indexOf("_");
+            String supernode_current = stringToVisualize.substring(firstOccurenceOf_ + 1, stringToVisualize.length());
+            if (current_supernode_name.isEmpty()) {
+                current_supernode_name = supernode_current;
+                appendln(out, new String("subgraph cluster_" + supernode_current + " {"));
+                pad(out, indent);
+                appendln(out, new String("node [style=filled, color = lightgray];"));
+                pad(out, indent);
+                appendln(out, new String("color=blue;"));
+                pad(out, indent);
+                String op_id = op.toString().substring(op.toString().indexOf("@") + 1, op.toString().length());
+                appendln(out, new String("label = \"" + supernode_current + "ID" + op_id + "\";"));
+                pad(out, indent);
+            }
+
+            for (Mutable<ILogicalOperator> i : op.getInputs()) {
+                String op_id = i.toString().substring(i.toString().indexOf("@") + 1, i.toString().length());
+                String logOpStr = ((AbstractLogicalOperator) i.getValue()).getOperatorTag().name() + "ID" + op_id;
+                firstOccurenceOf_ = logOpStr.indexOf("_");
+                String supernode_child = logOpStr.substring(firstOccurenceOf_ + 1, logOpStr.length());
+                if (!supernode_current.equals(supernode_child)) {
+                    appendln(out, new String("node [style=filled, color = lightgray];"));
+                    pad(out, indent);
+                    appendln(out, new String("color=blue"));
+                    pad(out, indent);
+                    appendln(out, new String("label = \"" + supernode_child + "\";"));
+                    pad(out, indent);
+                }
+
+                op_id = op.toString().substring(op.toString().indexOf("@") + 1, op.toString().length());
+                appendln(out, stringToVisualize + "ID" + op_id + "[style = filled]");
+                AbstractLogicalOperator child = (AbstractLogicalOperator) i.getValue();
+
+                pad(out, indent);
+                String op_id1 = op.toString().substring(op.toString().indexOf("@") + 1, op.toString().length());
+                append(out, op.getOperatorTag().name() + "ID" + op_id1 + " -> ");
+                String opc_id = child.toString()
+                        .substring(child.toString().indexOf("@") + 1, child.toString().length());
+                appendln(out, child.getOperatorTag().name() + "ID" + opc_id);
+
+                printVisualizationGraph(child, indent, out, supernode_current, (randomGenerator.nextInt(100) + 10000));
+
+            }
+        }
+
+    }
+
+    private static void appendln(StringBuilder buf, String s) {
+        buf.append(s);
+        buf.append("\n");
+    }
+
+    private static void append(StringBuilder buf, String s) {
+        buf.append(s);
+    }
+
+    private static void pad(StringBuilder buf, int indent) {
+        for (int i = 0; i < indent; ++i) {
+            buf.append(' ');
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPrettyPrinter.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPrettyPrinter.java
new file mode 100644
index 0000000..fcf53ec
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/prettyprint/PlanPrettyPrinter.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.prettyprint;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+
+public class PlanPrettyPrinter {
+    public static void printPlan(ILogicalPlan plan, StringBuilder out, LogicalOperatorPrettyPrintVisitor pvisitor,
+            int indent) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            printOperator((AbstractLogicalOperator) root.getValue(), out, pvisitor, indent);
+        }
+    }
+
+    public static void printPhysicalOps(ILogicalPlan plan, StringBuilder out, int indent) {
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            printPhysicalOperator((AbstractLogicalOperator) root.getValue(), indent, out);
+        }
+    }
+
+    public static void printOperator(AbstractLogicalOperator op, StringBuilder out,
+            LogicalOperatorPrettyPrintVisitor pvisitor, int indent) throws AlgebricksException {
+        out.append(op.accept(pvisitor, indent));
+        IPhysicalOperator pOp = op.getPhysicalOperator();
+
+        if (pOp != null) {
+            out.append("\n");
+            pad(out, indent);
+            appendln(out, "-- " + pOp.toString() + "  |" + op.getExecutionMode() + "|");
+        } else {
+            appendln(out, " -- |" + op.getExecutionMode() + "|");
+        }
+
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            printOperator((AbstractLogicalOperator) i.getValue(), out, pvisitor, indent + 2);
+        }
+
+    }
+
+    public static void printPhysicalOperator(AbstractLogicalOperator op, int indent, StringBuilder out) {
+        IPhysicalOperator pOp = op.getPhysicalOperator();
+        pad(out, indent);
+        appendln(out, "-- " + pOp.toString() + "  |" + op.getExecutionMode() + "|");
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans opNest = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : opNest.getNestedPlans()) {
+                pad(out, indent + 8);
+                appendln(out, "{");
+                printPhysicalOps(p, out, indent + 10);
+                pad(out, indent + 8);
+                appendln(out, "}");
+            }
+        }
+
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            printPhysicalOperator((AbstractLogicalOperator) i.getValue(), indent + 2, out);
+        }
+
+    }
+
+    private static void appendln(StringBuilder buf, String s) {
+        buf.append(s);
+        buf.append("\n");
+    }
+
+    private static void pad(StringBuilder buf, int indent) {
+        for (int i = 0; i < indent; ++i) {
+            buf.append(' ');
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/AbstractGroupingProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/AbstractGroupingProperty.java
new file mode 100644
index 0000000..d12f0af
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/AbstractGroupingProperty.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public abstract class AbstractGroupingProperty {
+    protected Set<LogicalVariable> columnSet;
+
+    public AbstractGroupingProperty(Set<LogicalVariable> columnSet) {
+        this.columnSet = columnSet;
+    }
+
+    public Set<LogicalVariable> getColumnSet() {
+        return columnSet;
+    }
+
+    public final void normalizeGroupingColumns(Map<LogicalVariable, EquivalenceClass> equivalenceClasses,
+            List<FunctionalDependency> fds) {
+        replaceGroupingColumnsByEqClasses(equivalenceClasses);
+        applyFDsToGroupingColumns(fds);
+    }
+
+    private void replaceGroupingColumnsByEqClasses(Map<LogicalVariable, EquivalenceClass> equivalenceClasses) {
+        if (equivalenceClasses == null || equivalenceClasses.isEmpty()) {
+            return;
+        }
+        Set<LogicalVariable> norm = new ListSet<LogicalVariable>();
+        for (LogicalVariable v : columnSet) {
+            EquivalenceClass ec = equivalenceClasses.get(v);
+            if (ec == null) {
+                norm.add(v);
+            } else {
+                if (ec.representativeIsConst()) {
+                    // trivially satisfied, so the var. can be removed
+                } else {
+                    norm.add(ec.getVariableRepresentative());
+                }
+            }
+        }
+        columnSet = norm;
+    }
+
+    private void applyFDsToGroupingColumns(List<FunctionalDependency> fds) {
+        // the set of vars. is unordered
+        // so we try all FDs on all variables (incomplete algo?)
+        if (fds == null || fds.isEmpty()) {
+            return;
+        }
+        Set<LogicalVariable> norm = new ListSet<LogicalVariable>();
+        for (LogicalVariable v : columnSet) {
+            boolean isImpliedByAnFD = false;
+            for (FunctionalDependency fdep : fds) {
+                if (columnSet.containsAll(fdep.getHead()) && fdep.getTail().contains(v)) {
+                    isImpliedByAnFD = true;
+                    norm.addAll(fdep.getHead());
+                    break;
+                }
+
+            }
+            if (!isImpliedByAnFD) {
+                norm.add(v);
+            }
+        }
+        columnSet = norm;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/BroadcastPartitioningProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/BroadcastPartitioningProperty.java
new file mode 100644
index 0000000..9d76c1b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/BroadcastPartitioningProperty.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class BroadcastPartitioningProperty implements IPartitioningProperty {
+
+    private INodeDomain domain;
+
+    public BroadcastPartitioningProperty(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public PartitioningType getPartitioningType() {
+        return PartitioningType.BROADCAST;
+    }
+
+    @Override
+    public void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        // do nothing
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+    }
+
+    @Override
+    public INodeDomain getNodeDomain() {
+        return domain;
+    }
+
+    @Override
+    public void setNodeDomain(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public void substituteColumnVars(Map<LogicalVariable, LogicalVariable> varMap) {
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/DefaultNodeGroupDomain.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/DefaultNodeGroupDomain.java
new file mode 100644
index 0000000..719c70e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/DefaultNodeGroupDomain.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint.PartitionConstraintType;
+
+public class DefaultNodeGroupDomain implements INodeDomain {
+
+    private List<String> nodes = new ArrayList<>();
+
+    public DefaultNodeGroupDomain(List<String> nodes) {
+        this.nodes.addAll(nodes);
+    }
+
+    public DefaultNodeGroupDomain(DefaultNodeGroupDomain domain) {
+        this.nodes.addAll(domain.nodes);
+    }
+
+    public DefaultNodeGroupDomain(AlgebricksPartitionConstraint clusterLocations) {
+        if (clusterLocations.getPartitionConstraintType() == PartitionConstraintType.ABSOLUTE) {
+            AlgebricksAbsolutePartitionConstraint absPc = (AlgebricksAbsolutePartitionConstraint) clusterLocations;
+            String[] locations = absPc.getLocations();
+            for (String location : locations) {
+                nodes.add(location);
+            }
+        } else {
+            throw new IllegalStateException("A node domain can only take absolute location constraints.");
+        }
+    }
+
+    @Override
+    public boolean sameAs(INodeDomain domain) {
+        if (!(domain instanceof DefaultNodeGroupDomain)) {
+            return false;
+        }
+        DefaultNodeGroupDomain nodeDomain = (DefaultNodeGroupDomain) domain;
+        return nodes.equals(nodeDomain.nodes);
+    }
+
+    @Override
+    public String toString() {
+        return nodes.toString();
+    }
+
+    @Override
+    public Integer cardinality() {
+        return nodes.size();
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FileSplitDomain.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FileSplitDomain.java
new file mode 100644
index 0000000..4afcda8
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FileSplitDomain.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+
+public class FileSplitDomain implements INodeDomain {
+
+    private FileSplit[] splits;
+
+    public FileSplitDomain(FileSplit[] splits) {
+        this.splits = splits;
+    }
+
+    @Override
+    public Integer cardinality() {
+        return splits.length;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("FileSplitDomain[");
+        boolean fst = true;
+        for (FileSplit fs : splits) {
+            if (fst) {
+                fst = false;
+            } else {
+                sb.append(", ");
+            }
+            sb.append(fs.getNodeName() + ":" + fs.getLocalFile());
+        }
+        sb.append(']');
+        return sb.toString();
+    }
+
+    @Override
+    public boolean sameAs(INodeDomain domain) {
+        if (!(domain instanceof FileSplitDomain)) {
+            return false;
+        }
+        FileSplitDomain fsd = (FileSplitDomain) domain;
+        if (fsd.splits.length != splits.length) {
+            return false;
+        }
+        // conservative approach...
+        for (int i = 0; i < splits.length; i++) {
+            if (!ncEq(splits[i], fsd.splits[i])) {
+                return false;
+            }
+        }
+
+        return true;
+    }
+
+    private boolean ncEq(FileSplit fs1, FileSplit fs2) {
+        return fs1.getNodeName().equals(fs2.getNodeName());
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FilteredVariablePropagationPolicy.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FilteredVariablePropagationPolicy.java
new file mode 100644
index 0000000..3229c39
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FilteredVariablePropagationPolicy.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+
+public class FilteredVariablePropagationPolicy extends VariablePropagationPolicy {
+
+    List<LogicalVariable> toPropagate;
+
+    public FilteredVariablePropagationPolicy(List<LogicalVariable> varList) {
+        toPropagate = varList;
+    }
+
+    @Override
+    public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources) {
+        for (LogicalVariable v : toPropagate) {
+            target.addVariable(v);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FunctionalDependency.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FunctionalDependency.java
new file mode 100644
index 0000000..b27bb5a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/FunctionalDependency.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public final class FunctionalDependency {
+    private List<LogicalVariable> head;
+    private List<LogicalVariable> tail;
+
+    public FunctionalDependency(List<LogicalVariable> head, List<LogicalVariable> tail) {
+        this.head = head;
+        this.tail = tail;
+    }
+
+    public List<LogicalVariable> getHead() {
+        return head;
+    }
+
+    public List<LogicalVariable> getTail() {
+        return tail;
+    }
+
+    @Override
+    public String toString() {
+        return head + "->" + tail;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof FunctionalDependency)) {
+            return false;
+        } else {
+            FunctionalDependency fd = (FunctionalDependency) obj;
+            return fd.getHead().equals(this.head) && fd.getTail().equals(this.tail);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILocalStructuralProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILocalStructuralProperty.java
new file mode 100644
index 0000000..af29994
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILocalStructuralProperty.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface ILocalStructuralProperty extends IStructuralProperty {
+    public enum PropertyType {
+        LOCAL_GROUPING_PROPERTY,
+        LOCAL_ORDER_PROPERTY
+    }
+
+    public void getVariables(Collection<LogicalVariable> variables);
+
+    public PropertyType getPropertyType();
+
+    /**
+     * Returns the retained property regarding to a collection of variables,
+     * e.g., some variables used in the property may not exist in the input
+     * collection and hence the data property changes.
+     *
+     * @param vars
+     *            , an input collection of variables
+     * @return the retained data property.
+     */
+    public ILocalStructuralProperty retainVariables(Collection<LogicalVariable> vars);
+
+    /**
+     * Returns the additional data property within each group, which is dictated by the group keys.
+     *
+     * @param vars
+     *            , group keys.
+     * @return the additional data property within each group.
+     */
+    public ILocalStructuralProperty regardToGroup(Collection<LogicalVariable> groupKeys);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILogicalPropertiesVector.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILogicalPropertiesVector.java
new file mode 100644
index 0000000..d32f58c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ILogicalPropertiesVector.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+public interface ILogicalPropertiesVector {
+    public Integer getNumberOfTuples();
+
+    public Integer getMaxOutputFrames();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/INodeDomain.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/INodeDomain.java
new file mode 100644
index 0000000..4d6cf54
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/INodeDomain.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+public interface INodeDomain {
+    public boolean sameAs(INodeDomain domain);
+
+    /** @return the number of nodes in that domain or null if unknown */
+    public Integer cardinality();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningProperty.java
new file mode 100644
index 0000000..89ac374
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningProperty.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IPartitioningProperty extends IStructuralProperty {
+    enum PartitioningType {
+        UNPARTITIONED, RANDOM, BROADCAST, UNORDERED_PARTITIONED, ORDERED_PARTITIONED
+    }
+
+    INodeDomain DOMAIN_FOR_UNPARTITIONED_DATA = new INodeDomain() {
+        @Override
+        public boolean sameAs(INodeDomain domain) {
+            return domain == this;
+        }
+
+        @Override
+        public Integer cardinality() {
+            return null;
+        }
+    };
+
+    IPartitioningProperty UNPARTITIONED = new IPartitioningProperty() {
+
+        @Override
+        public PartitioningType getPartitioningType() {
+            return PartitioningType.UNPARTITIONED;
+        }
+
+        @Override
+        public void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+            // do nothing
+        }
+
+        @Override
+        public void getColumns(Collection<LogicalVariable> columns) {
+        }
+
+        @Override
+        public INodeDomain getNodeDomain() {
+            return DOMAIN_FOR_UNPARTITIONED_DATA;
+        }
+
+        @Override
+        public String toString() {
+            return getPartitioningType().toString();
+        }
+
+        @Override
+        public void setNodeDomain(INodeDomain domain) {
+            throw new IllegalStateException();
+        }
+
+        @Override
+        public void substituteColumnVars(Map<LogicalVariable, LogicalVariable> variableMap) {
+        }
+    };
+
+    PartitioningType getPartitioningType();
+
+    void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses,
+            List<FunctionalDependency> fds);
+
+    INodeDomain getNodeDomain();
+
+    void setNodeDomain(INodeDomain domain);
+
+    void substituteColumnVars(Map<LogicalVariable, LogicalVariable> varMap);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningRequirementsCoordinator.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningRequirementsCoordinator.java
new file mode 100644
index 0000000..1e5e205
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPartitioningRequirementsCoordinator.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+/**
+ * Implements constraints in between requirements for the children of the same
+ * operator.
+ */
+
+public interface IPartitioningRequirementsCoordinator {
+
+    public static IPartitioningRequirementsCoordinator NO_COORDINATION = new IPartitioningRequirementsCoordinator() {
+
+        @Override
+        public Pair<Boolean, IPartitioningProperty> coordinateRequirements(IPartitioningProperty requirements,
+                IPartitioningProperty firstDeliveredPartitioning, ILogicalOperator op, IOptimizationContext context) {
+            return new Pair<Boolean, IPartitioningProperty>(true, requirements);
+        }
+    };
+
+    public static IPartitioningRequirementsCoordinator EQCLASS_PARTITIONING_COORDINATOR = new IPartitioningRequirementsCoordinator() {
+
+        @Override
+        public Pair<Boolean, IPartitioningProperty> coordinateRequirements(IPartitioningProperty rqdpp,
+                IPartitioningProperty firstDeliveredPartitioning, ILogicalOperator op, IOptimizationContext context)
+                throws AlgebricksException {
+            if (firstDeliveredPartitioning != null
+                    && firstDeliveredPartitioning.getPartitioningType() == rqdpp.getPartitioningType()) {
+                switch (rqdpp.getPartitioningType()) {
+                    case UNORDERED_PARTITIONED: {
+                        UnorderedPartitionedProperty upp1 = (UnorderedPartitionedProperty) firstDeliveredPartitioning;
+                        Set<LogicalVariable> set1 = upp1.getColumnSet();
+                        UnorderedPartitionedProperty uppreq = (UnorderedPartitionedProperty) rqdpp;
+                        Set<LogicalVariable> modifuppreq = new ListSet<LogicalVariable>();
+                        Map<LogicalVariable, EquivalenceClass> eqmap = context.getEquivalenceClassMap(op);
+                        Set<LogicalVariable> covered = new ListSet<LogicalVariable>();
+
+                        // coordinate from an existing partition property
+                        // (firstDeliveredPartitioning)
+                        for (LogicalVariable v : set1) {
+                            EquivalenceClass ecFirst = eqmap.get(v);
+                            for (LogicalVariable r : uppreq.getColumnSet()) {
+                                EquivalenceClass ec = eqmap.get(r);
+                                if (ecFirst == ec) {
+                                    covered.add(v);
+                                    modifuppreq.add(r);
+                                    break;
+                                }
+                            }
+                        }
+
+                        if (!covered.equals(set1)) {
+                            throw new AlgebricksException("Could not modify " + rqdpp
+                                    + " to agree with partitioning property " + firstDeliveredPartitioning
+                                    + " delivered by previous input operator.");
+                        }
+                        UnorderedPartitionedProperty upp2 = new UnorderedPartitionedProperty(modifuppreq,
+                                rqdpp.getNodeDomain());
+                        return new Pair<Boolean, IPartitioningProperty>(false, upp2);
+                    }
+                    case ORDERED_PARTITIONED: {
+                        throw new NotImplementedException();
+                    }
+                }
+            }
+            return new Pair<Boolean, IPartitioningProperty>(true, rqdpp);
+        }
+
+    };
+
+    public Pair<Boolean, IPartitioningProperty> coordinateRequirements(IPartitioningProperty requirements,
+            IPartitioningProperty firstDeliveredPartitioning, ILogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPhysicalPropertiesVector.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPhysicalPropertiesVector.java
new file mode 100644
index 0000000..e298691
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPhysicalPropertiesVector.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IPhysicalPropertiesVector {
+
+    public IPartitioningProperty getPartitioningProperty();
+
+    public List<ILocalStructuralProperty> getLocalProperties();
+
+    /**
+     * @param reqd
+     *            vector of required properties
+     * @param equivalenceClasses
+     * @param fds
+     * @return a vector of properties from pvector that are not delivered by the
+     *         current vector or null if none
+     */
+    public IPhysicalPropertiesVector getUnsatisfiedPropertiesFrom(IPhysicalPropertiesVector reqd,
+            boolean mayExpandProperties, Map<LogicalVariable, EquivalenceClass> equivalenceClasses,
+            List<FunctionalDependency> fds);
+
+    public IPhysicalPropertiesVector clone();
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPropertiesComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPropertiesComputer.java
new file mode 100644
index 0000000..d105be4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IPropertiesComputer.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public interface IPropertiesComputer {
+
+    // can return null
+    public IPartitioningProperty computePartitioningProperty(ILogicalExpression expr);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IStructuralProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IStructuralProperty.java
new file mode 100644
index 0000000..b875056
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/IStructuralProperty.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IStructuralProperty {
+    public void getColumns(Collection<LogicalVariable> columns);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalGroupingProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalGroupingProperty.java
new file mode 100644
index 0000000..df2db32
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalGroupingProperty.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class LocalGroupingProperty extends AbstractGroupingProperty implements ILocalStructuralProperty {
+
+    // preferredOrderEnforcer, if not null, is guaranteed to enforce grouping on
+    // columnSet
+    private List<LogicalVariable> preferredOrderEnforcer;
+
+    public LocalGroupingProperty(Set<LogicalVariable> columnSet) {
+        super(columnSet);
+    }
+
+    public LocalGroupingProperty(Set<LogicalVariable> columnSet, List<LogicalVariable> preferredOrderEnforcer) {
+        this(columnSet);
+        this.preferredOrderEnforcer = preferredOrderEnforcer;
+    }
+
+    @Override
+    public PropertyType getPropertyType() {
+        return PropertyType.LOCAL_GROUPING_PROPERTY;
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+        columns.addAll(columnSet);
+    }
+
+    @Override
+    public String toString() {
+        return columnSet.toString();
+    }
+
+    @Override
+    public void getVariables(Collection<LogicalVariable> variables) {
+        variables.addAll(columnSet);
+    }
+
+    public List<LogicalVariable> getPreferredOrderEnforcer() {
+        return preferredOrderEnforcer;
+    }
+
+    @Override
+    public ILocalStructuralProperty retainVariables(Collection<LogicalVariable> vars) {
+        Set<LogicalVariable> newVars = new ListSet<LogicalVariable>();
+        newVars.addAll(vars);
+        newVars.retainAll(columnSet);
+        if (columnSet.equals(newVars)) {
+            return new LocalGroupingProperty(columnSet, preferredOrderEnforcer);
+        }
+        // Column set for the retained grouping property
+        Set<LogicalVariable> newColumns = new ListSet<LogicalVariable>();
+        // Matches the prefix of the original column set.
+        for (LogicalVariable v : columnSet) {
+            if (newVars.contains(v)) {
+                newColumns.add(v);
+            } else {
+                break;
+            }
+        }
+        if (newColumns.size() > 0) {
+            return new LocalGroupingProperty(newColumns, preferredOrderEnforcer.subList(0, newColumns.size()));
+        } else {
+            return null;
+        }
+    }
+
+    @Override
+    public ILocalStructuralProperty regardToGroup(Collection<LogicalVariable> groupKeys) {
+        Set<LogicalVariable> newColumns = new ListSet<LogicalVariable>();
+        for (LogicalVariable v : columnSet) {
+            if (!groupKeys.contains(v)) {
+                newColumns.add(v);
+            }
+        }
+        if (newColumns.size() > 0) {
+            return new LocalGroupingProperty(newColumns, preferredOrderEnforcer.subList(groupKeys.size(),
+                    newColumns.size()));
+        } else {
+            return null;
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalOrderProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalOrderProperty.java
new file mode 100644
index 0000000..6b39a8d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LocalOrderProperty.java
@@ -0,0 +1,218 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+
+public final class LocalOrderProperty implements ILocalStructuralProperty {
+
+    private List<OrderColumn> orderColumns;
+
+    public LocalOrderProperty(List<OrderColumn> orderColumn) {
+        this.orderColumns = orderColumn;
+    }
+
+    public List<OrderColumn> getOrderColumns() {
+        return orderColumns;
+    }
+
+    public void setOrderColumns(List<OrderColumn> orderColumn) {
+        this.orderColumns = orderColumn;
+    }
+
+    public List<LogicalVariable> getColumns() {
+        List<LogicalVariable> orderVars = new ArrayList<LogicalVariable>();
+        for (OrderColumn oc : orderColumns) {
+            orderVars.add(oc.getColumn());
+        }
+        return orderVars;
+    }
+
+    public List<OrderKind> getOrders() {
+        List<OrderKind> orderKinds = new ArrayList<OrderKind>();
+        for (OrderColumn oc : orderColumns) {
+            orderKinds.add(oc.getOrder());
+        }
+        return orderKinds;
+    }
+
+    @Override
+    public PropertyType getPropertyType() {
+        return PropertyType.LOCAL_ORDER_PROPERTY;
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+        columns.addAll(getColumns());
+    }
+
+    @Override
+    public String toString() {
+        return orderColumns.toString();
+    }
+
+    @Override
+    public void getVariables(Collection<LogicalVariable> variables) {
+        variables.addAll(getColumns());
+    }
+
+    @Override
+    public boolean equals(Object object) {
+        if (object instanceof LocalOrderProperty) {
+            LocalOrderProperty lop = (LocalOrderProperty) object;
+            return orderColumns.equals(lop.orderColumns);
+        } else {
+            return false;
+        }
+    }
+
+    /**
+     * Whether current property implies the required property
+     *
+     * @param required
+     *            , a required property
+     * @return true if the current property satisfies the required property; otherwise false.
+     */
+    public final boolean implies(ILocalStructuralProperty required) {
+        if (required.getPropertyType() != PropertyType.LOCAL_ORDER_PROPERTY) {
+            return false;
+        }
+        LocalOrderProperty requiredOrderProperty = (LocalOrderProperty) required;
+        Iterator<OrderColumn> requiredColumnIterator = requiredOrderProperty.getOrderColumns().iterator();
+        Iterator<OrderColumn> currentColumnIterator = orderColumns.iterator();
+
+        // Returns true if requiredColumnIterator is a prefix of currentColumnIterator.
+        return isPrefixOf(requiredColumnIterator, currentColumnIterator);
+    }
+
+    private <T> boolean isPrefixOf(Iterator<T> requiredColumnIterator, Iterator<T> currentColumnIterator) {
+        while (requiredColumnIterator.hasNext()) {
+            T oc = requiredColumnIterator.next();
+            if (!currentColumnIterator.hasNext()) {
+                return false;
+            }
+            if (!oc.equals(currentColumnIterator.next())) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public final void normalizeOrderingColumns(Map<LogicalVariable, EquivalenceClass> equivalenceClasses,
+            List<FunctionalDependency> fds) {
+        replaceOrderingColumnsByEqClasses(equivalenceClasses);
+        applyFDsToOrderingColumns(fds);
+    }
+
+    private void replaceOrderingColumnsByEqClasses(Map<LogicalVariable, EquivalenceClass> equivalenceClasses) {
+        if (equivalenceClasses == null || equivalenceClasses.isEmpty()) {
+            return;
+        }
+        List<OrderColumn> norm = new ArrayList<OrderColumn>();
+        for (OrderColumn oc : orderColumns) {
+            LogicalVariable v = oc.getColumn();
+            EquivalenceClass ec = equivalenceClasses.get(v);
+            if (ec == null) {
+                norm.add(new OrderColumn(v, oc.getOrder()));
+            } else {
+                if (ec.representativeIsConst()) {
+                    // trivially satisfied, so the var. can be removed
+                } else {
+                    norm.add(new OrderColumn(ec.getVariableRepresentative(), oc.getOrder()));
+                }
+            }
+        }
+        orderColumns = norm;
+    }
+
+    private void applyFDsToOrderingColumns(List<FunctionalDependency> fds) {
+        if (fds == null || fds.isEmpty()) {
+            return;
+        }
+        Set<LogicalVariable> norm = new ListSet<LogicalVariable>();
+        List<LogicalVariable> columns = getColumns();
+        for (LogicalVariable v : columns) {
+            boolean isImpliedByAnFD = false;
+            for (FunctionalDependency fdep : fds) {
+                if (columns.containsAll(fdep.getHead()) && fdep.getTail().contains(v)) {
+                    isImpliedByAnFD = true;
+                    norm.addAll(fdep.getHead());
+                    break;
+                }
+
+            }
+            if (!isImpliedByAnFD) {
+                norm.add(v);
+            }
+        }
+        Set<OrderColumn> impliedColumns = new ListSet<OrderColumn>();
+        for (OrderColumn oc : orderColumns) {
+            if (!norm.contains(oc.getColumn())) {
+                impliedColumns.add(oc);
+            }
+        }
+        orderColumns.removeAll(impliedColumns);
+    }
+
+    @Override
+    public ILocalStructuralProperty retainVariables(Collection<LogicalVariable> vars) {
+        List<LogicalVariable> columns = getColumns();
+        List<LogicalVariable> newVars = new ArrayList<LogicalVariable>();
+        newVars.addAll(vars);
+        newVars.retainAll(columns);
+        List<OrderColumn> newColumns = new ArrayList<OrderColumn>();
+        for (OrderColumn oc : orderColumns) {
+            if (newVars.contains(oc.getColumn())) {
+                newColumns.add(oc);
+            } else {
+                break;
+            }
+        }
+        if (newColumns.size() > 0) {
+            return new LocalOrderProperty(newColumns);
+        } else {
+            return null;
+        }
+    }
+
+    @Override
+    public ILocalStructuralProperty regardToGroup(Collection<LogicalVariable> groupKeys) {
+        List<OrderColumn> newColumns = new ArrayList<OrderColumn>();
+        for (OrderColumn oc : orderColumns) {
+            if (!groupKeys.contains(oc.getColumn())) {
+                newColumns.add(oc);
+            }
+        }
+        if (newColumns.size() > 0) {
+            return new LocalOrderProperty(newColumns);
+        } else {
+            return null;
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LogicalPropertiesVectorImpl.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LogicalPropertiesVectorImpl.java
new file mode 100644
index 0000000..359af64
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/LogicalPropertiesVectorImpl.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+public class LogicalPropertiesVectorImpl implements ILogicalPropertiesVector {
+
+    private Integer numTuples, maxOutputFrames;
+
+    @Override
+    public String toString() {
+        return "LogicalPropertiesVector [ num.tuples: " + numTuples + ", maxOutputFrames: " + maxOutputFrames + " ]";
+    }
+
+    @Override
+    public Integer getNumberOfTuples() {
+        return numTuples;
+    }
+
+    public void setNumberOfTuples(Integer numTuples) {
+        this.numTuples = numTuples;
+    }
+
+    @Override
+    public Integer getMaxOutputFrames() {
+        return maxOutputFrames;
+    }
+
+    public void setMaxOutputFrames(Integer maxOutputFrames) {
+        this.maxOutputFrames = maxOutputFrames;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderColumn.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderColumn.java
new file mode 100644
index 0000000..f25e575
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderColumn.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+
+public final class OrderColumn {
+
+    private LogicalVariable column;
+    private OrderKind order;
+
+    public OrderColumn(LogicalVariable column, OrderKind order) {
+        this.column = column;
+        this.order = order;
+    }
+
+    public LogicalVariable getColumn() {
+        return column;
+    }
+
+    public OrderKind getOrder() {
+        return order;
+    }
+
+    public void setColumn(LogicalVariable column) {
+        this.column = column;
+    }
+
+    public void setOrder(OrderKind order) {
+        this.order = order;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (!(obj instanceof OrderColumn)) {
+            return false;
+        } else {
+            OrderColumn oc = (OrderColumn) obj;
+            return column.equals(oc.getColumn()) && order == oc.getOrder();
+        }
+    }
+
+    @Override
+    public String toString() {
+        return column.toString() + "(" + order + ")";
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderedPartitionedProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderedPartitionedProperty.java
new file mode 100644
index 0000000..44df740
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/OrderedPartitionedProperty.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class OrderedPartitionedProperty implements IPartitioningProperty {
+
+    private ArrayList<OrderColumn> orderColumns;
+    private INodeDomain domain;
+
+    public OrderedPartitionedProperty(ArrayList<OrderColumn> orderColumns, INodeDomain domain) {
+        this.domain = domain;
+        this.orderColumns = orderColumns;
+    }
+
+    public ArrayList<OrderColumn> getOrderColumns() {
+        return orderColumns;
+    }
+
+    public ArrayList<LogicalVariable> getColumns() {
+        ArrayList<LogicalVariable> cols = new ArrayList<LogicalVariable>(orderColumns.size());
+        for (OrderColumn oc : orderColumns) {
+            cols.add(oc.getColumn());
+        }
+        return cols;
+    }
+
+    @Override
+    public PartitioningType getPartitioningType() {
+        return PartitioningType.ORDERED_PARTITIONED;
+    }
+
+    @Override
+    public String toString() {
+        return getPartitioningType().toString() + orderColumns;
+    }
+
+    @Override
+    public void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        orderColumns = PropertiesUtil.replaceOrderColumnsByEqClasses(orderColumns, equivalenceClasses);
+        orderColumns = PropertiesUtil.applyFDsToOrderColumns(orderColumns, fds);
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+        for (OrderColumn oc : orderColumns) {
+            columns.add(oc.getColumn());
+        }
+    }
+
+    @Override
+    public INodeDomain getNodeDomain() {
+        return domain;
+    }
+
+    @Override
+    public void setNodeDomain(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public void substituteColumnVars(Map<LogicalVariable, LogicalVariable> varMap) {
+        for (OrderColumn orderColumn : orderColumns) {
+            if (varMap.containsKey(orderColumn.getColumn())) {
+                orderColumn.setColumn(varMap.get(orderColumn.getColumn()));
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PhysicalRequirements.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PhysicalRequirements.java
new file mode 100644
index 0000000..a764e1a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PhysicalRequirements.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+public class PhysicalRequirements {
+    private final IPhysicalPropertiesVector[] requiredProperties;
+    private final IPartitioningRequirementsCoordinator partitioningCoordinator;
+
+    public PhysicalRequirements(IPhysicalPropertiesVector[] requiredProperties,
+            IPartitioningRequirementsCoordinator partitioningCoordinator) {
+        this.requiredProperties = requiredProperties;
+        this.partitioningCoordinator = partitioningCoordinator;
+    }
+
+    public IPhysicalPropertiesVector[] getRequiredProperties() {
+        return requiredProperties;
+    }
+
+    public IPartitioningRequirementsCoordinator getPartitioningCoordinator() {
+        return partitioningCoordinator;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PropertiesUtil.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PropertiesUtil.java
new file mode 100644
index 0000000..0b8d759
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/PropertiesUtil.java
@@ -0,0 +1,323 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.ListIterator;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+
+public class PropertiesUtil {
+
+    public Set<LogicalVariable> closureUnderFDs(Collection<LogicalVariable> vars, List<FunctionalDependency> fdList) {
+        Set<LogicalVariable> k = new ListSet<LogicalVariable>(vars);
+        boolean change;
+        do {
+            change = false;
+            for (FunctionalDependency fd : fdList) {
+                List<LogicalVariable> h = fd.getHead();
+                if (k.containsAll(h)) {
+                    List<LogicalVariable> t = fd.getTail();
+                    for (LogicalVariable v : t) {
+                        if (!(k.contains(v))) {
+                            k.add(v);
+                            change = true;
+                        }
+                    }
+                }
+            }
+        } while (change);
+        return k;
+    }
+
+    public static boolean matchLocalProperties(List<ILocalStructuralProperty> reqd, List<ILocalStructuralProperty> dlvd,
+            Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        if (reqd == null) {
+            return true;
+        }
+        if (dlvd == null) {
+            return false;
+        }
+        normalizeLocals(reqd, equivalenceClasses, fds);
+        normalizeLocals(dlvd, equivalenceClasses, fds);
+
+        ListIterator<ILocalStructuralProperty> dlvdIter = dlvd.listIterator();
+
+        Set<LogicalVariable> rqdCols = new ListSet<LogicalVariable>();
+        Set<LogicalVariable> dlvdCols = new ListSet<LogicalVariable>();
+        for (ILocalStructuralProperty r : reqd) {
+            if (r.getPropertyType() == PropertyType.LOCAL_GROUPING_PROPERTY) {
+                rqdCols.clear();
+                r.getVariables(rqdCols);
+            }
+            boolean implied = false;
+            while (!implied && dlvdIter.hasNext()) {
+                ILocalStructuralProperty d = dlvdIter.next();
+                switch (r.getPropertyType()) {
+                    case LOCAL_ORDER_PROPERTY: {
+                        if (d.getPropertyType() != PropertyType.LOCAL_ORDER_PROPERTY) {
+                            return false;
+                        }
+                        LocalOrderProperty lop = (LocalOrderProperty) d;
+                        if (lop.implies(r)) {
+                            implied = true;
+                        } else {
+                            return false;
+                        }
+                        break;
+                    }
+                    case LOCAL_GROUPING_PROPERTY: {
+                        dlvdCols.clear();
+                        d.getColumns(dlvdCols);
+                        if (d.getPropertyType() == PropertyType.LOCAL_ORDER_PROPERTY) {
+                            implied = isPrefixOf(rqdCols.iterator(), dlvdCols.iterator());
+                        } else {
+                            implied = rqdCols.equals(dlvdCols) || isPrefixOf(rqdCols.iterator(), dlvdCols.iterator());
+                        }
+                        break;
+                    }
+                    default: {
+                        throw new IllegalStateException();
+                    }
+                }
+            }
+            if (!implied) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public static boolean matchPartitioningProps(IPartitioningProperty reqd, IPartitioningProperty dlvd,
+            boolean mayExpandProperties) {
+        INodeDomain dom1 = reqd.getNodeDomain();
+        INodeDomain dom2 = dlvd.getNodeDomain();
+        if (!dom1.sameAs(dom2)) {
+            return false;
+        }
+
+        switch (reqd.getPartitioningType()) {
+            case RANDOM: {
+                // anything matches RANDOM
+                return true;
+            }
+            case UNORDERED_PARTITIONED: {
+                switch (dlvd.getPartitioningType()) {
+                    case UNORDERED_PARTITIONED: {
+                        UnorderedPartitionedProperty ur = (UnorderedPartitionedProperty) reqd;
+                        UnorderedPartitionedProperty ud = (UnorderedPartitionedProperty) dlvd;
+                        if (mayExpandProperties) {
+                            return (!ud.getColumnSet().isEmpty() && ur.getColumnSet().containsAll(ud.getColumnSet()));
+                        } else {
+                            return (ud.getColumnSet().equals(ur.getColumnSet()));
+                        }
+                    }
+                    case ORDERED_PARTITIONED: {
+                        UnorderedPartitionedProperty ur = (UnorderedPartitionedProperty) reqd;
+                        OrderedPartitionedProperty od = (OrderedPartitionedProperty) dlvd;
+                        if (mayExpandProperties) {
+                            List<LogicalVariable> dlvdSortColumns = orderColumnsToVariables(od.getOrderColumns());
+                            return isPrefixOf(dlvdSortColumns.iterator(), ur.getColumnSet().iterator());
+                        } else {
+                            return ur.getColumnSet().containsAll(od.getOrderColumns())
+                                    && od.getOrderColumns().containsAll(ur.getColumnSet());
+                        }
+                    }
+                    default: {
+                        return false;
+                    }
+                }
+            }
+            case ORDERED_PARTITIONED: {
+                switch (dlvd.getPartitioningType()) {
+                    case ORDERED_PARTITIONED: {
+                        OrderedPartitionedProperty or = (OrderedPartitionedProperty) reqd;
+                        OrderedPartitionedProperty od = (OrderedPartitionedProperty) dlvd;
+                        if (mayExpandProperties) {
+                            return isPrefixOf(od.getOrderColumns().iterator(), or.getOrderColumns().iterator());
+                        } else {
+                            return od.getOrderColumns().equals(or.getOrderColumns());
+                        }
+                    }
+                    default: {
+                        return false;
+                    }
+                }
+            }
+            default: {
+                return (dlvd.getPartitioningType() == reqd.getPartitioningType());
+            }
+        }
+    }
+
+    /**
+     * Converts a list of OrderColumns to a list of LogicalVariables.
+     *
+     * @param orderColumns
+     *            , a list of OrderColumns
+     * @return the list of LogicalVariables
+     */
+    private static List<LogicalVariable> orderColumnsToVariables(List<OrderColumn> orderColumns) {
+        List<LogicalVariable> columns = new ArrayList<LogicalVariable>();
+        for (OrderColumn oc : orderColumns) {
+            columns.add(oc.getColumn());
+        }
+        return columns;
+    }
+
+    /**
+     * @param pref
+     * @param target
+     * @return true iff pref is a prefix of target
+     */
+    private static <T> boolean isPrefixOf(Iterator<T> pref, Iterator<T> target) {
+        while (pref.hasNext()) {
+            T v = pref.next();
+            if (!target.hasNext()) {
+                return false;
+            }
+            if (!v.equals(target.next())) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public static ArrayList<OrderColumn> applyFDsToOrderColumns(ArrayList<OrderColumn> orderColumns,
+            List<FunctionalDependency> fds) {
+        // the set of vars. is ordered
+        // so we try the variables in order from last to first
+        if (fds == null || fds.isEmpty()) {
+            return orderColumns;
+        }
+
+        int deleted = 0;
+        for (int i = orderColumns.size() - 1; i >= 0; i--) {
+            for (FunctionalDependency fdep : fds) {
+                if (impliedByPrefix(orderColumns, i, fdep)) {
+                    orderColumns.set(i, null);
+                    deleted++;
+                    break;
+                }
+            }
+        }
+        ArrayList<OrderColumn> norm = new ArrayList<OrderColumn>(orderColumns.size() - deleted);
+        for (OrderColumn oc : orderColumns) {
+            if (oc != null) {
+                norm.add(oc);
+            }
+        }
+        return norm;
+    }
+
+    public static ArrayList<OrderColumn> replaceOrderColumnsByEqClasses(ArrayList<OrderColumn> orderColumns,
+            Map<LogicalVariable, EquivalenceClass> equivalenceClasses) {
+        if (equivalenceClasses == null || equivalenceClasses.isEmpty()) {
+            return orderColumns;
+        }
+        ArrayList<OrderColumn> norm = new ArrayList<OrderColumn>();
+        for (OrderColumn v : orderColumns) {
+            EquivalenceClass ec = equivalenceClasses.get(v.getColumn());
+            if (ec == null) {
+                norm.add(v);
+            } else {
+                if (ec.representativeIsConst()) {
+                    // trivially satisfied, so the var. can be removed
+                } else {
+                    norm.add(new OrderColumn(ec.getVariableRepresentative(), v.getOrder()));
+                }
+            }
+        }
+        return norm;
+    }
+
+    private static boolean impliedByPrefix(ArrayList<OrderColumn> vars, int i, FunctionalDependency fdep) {
+        if (!fdep.getTail().contains(vars.get(i).getColumn())) {
+            return false;
+        }
+        boolean fdSat = true;
+        for (LogicalVariable pv : fdep.getHead()) {
+            boolean isInPrefix = false;
+            for (int j = 0; j < i; j++) {
+                if (vars.get(j).getColumn().equals(pv)) {
+                    isInPrefix = true;
+                    break;
+                }
+            }
+            if (!isInPrefix) {
+                fdSat = false;
+                break;
+            }
+        }
+        return fdSat;
+    }
+
+    private static void normalizeLocals(List<ILocalStructuralProperty> props,
+            Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        ListIterator<ILocalStructuralProperty> propIter = props.listIterator();
+        int pos = -1;
+        while (propIter.hasNext()) {
+            ILocalStructuralProperty p = propIter.next();
+            if (p.getPropertyType() == PropertyType.LOCAL_GROUPING_PROPERTY) {
+                ((LocalGroupingProperty) p).normalizeGroupingColumns(equivalenceClasses, fds);
+                pos++;
+            } else {
+                ((LocalOrderProperty) p).normalizeOrderingColumns(equivalenceClasses, fds);
+                pos++;
+            }
+        }
+
+        if (pos < 1) {
+            return;
+        }
+
+        while (propIter.hasPrevious()) {
+            ILocalStructuralProperty p = propIter.previous();
+            ListIterator<ILocalStructuralProperty> secondIter = props.listIterator(pos);
+            pos--;
+            Set<LogicalVariable> cols = new ListSet<LogicalVariable>();
+            while (secondIter.hasPrevious()) {
+                secondIter.previous().getColumns(cols);
+            }
+            secondIter = null;
+            for (FunctionalDependency fdep : fds) {
+                LinkedList<LogicalVariable> columnsOfP = new LinkedList<LogicalVariable>();
+                p.getColumns(columnsOfP);
+                if (impliedByPrefix(columnsOfP, cols, fdep)) {
+                    propIter.remove();
+                    break;
+                }
+            }
+        }
+    }
+
+    private static boolean impliedByPrefix(List<LogicalVariable> colsOfProp, Set<LogicalVariable> colsOfPrefix,
+            FunctionalDependency fdep) {
+        return fdep.getTail().containsAll(colsOfProp) && colsOfPrefix.containsAll(fdep.getHead());
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/RandomPartitioningProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/RandomPartitioningProperty.java
new file mode 100644
index 0000000..fb3f044
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/RandomPartitioningProperty.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class RandomPartitioningProperty implements IPartitioningProperty {
+
+    private INodeDomain domain;
+
+    public RandomPartitioningProperty(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public PartitioningType getPartitioningType() {
+        return PartitioningType.RANDOM;
+    }
+
+    @Override
+    public String toString() {
+        return getPartitioningType() + " domain:" + domain;
+    }
+
+    @Override
+    public void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        // do nothing
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+    }
+
+    @Override
+    public INodeDomain getNodeDomain() {
+        return domain;
+    }
+
+    @Override
+    public void setNodeDomain(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public void substituteColumnVars(Map<LogicalVariable, LogicalVariable> varMap) {
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ResultSetDomain.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ResultSetDomain.java
new file mode 100644
index 0000000..45c45ee
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/ResultSetDomain.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+public class ResultSetDomain implements INodeDomain {
+    @Override
+    public boolean sameAs(INodeDomain domain) {
+        return true;
+    }
+
+    @Override
+    public Integer cardinality() {
+        return 0;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/StructuralPropertiesVector.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/StructuralPropertiesVector.java
new file mode 100644
index 0000000..2cad1cb
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/StructuralPropertiesVector.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public class StructuralPropertiesVector implements IPhysicalPropertiesVector {
+    private List<ILocalStructuralProperty> propsLocal;
+    private IPartitioningProperty propPartitioning;
+
+    public static final StructuralPropertiesVector EMPTY_PROPERTIES_VECTOR = new StructuralPropertiesVector(null,
+            new ArrayList<ILocalStructuralProperty>());
+
+    public StructuralPropertiesVector(IPartitioningProperty propPartitioning,
+            List<ILocalStructuralProperty> propsLocal) {
+        this.propPartitioning = propPartitioning;
+        this.propsLocal = propsLocal;
+    }
+
+    @Override
+    public String toString() {
+        return "propsLocal=" + propsLocal + "\tpropPartioning=" + propPartitioning;
+    }
+
+    @Override
+    public IPartitioningProperty getPartitioningProperty() {
+        return propPartitioning;
+    }
+
+    @Override
+    public List<ILocalStructuralProperty> getLocalProperties() {
+        return propsLocal;
+    }
+
+    @Override
+    public IPhysicalPropertiesVector clone() {
+        List<ILocalStructuralProperty> propsCopy = new LinkedList<ILocalStructuralProperty>();
+        if (propsLocal != null) {
+            propsCopy.addAll(propsLocal);
+        }
+        return new StructuralPropertiesVector(propPartitioning, propsCopy);
+    }
+
+    /**
+     * @param reqd
+     *            vector of required properties
+     * @return a vector of properties from pvector that are not delivered by the
+     *         current vector or null if none
+     */
+    @Override
+    public IPhysicalPropertiesVector getUnsatisfiedPropertiesFrom(IPhysicalPropertiesVector reqd,
+            boolean mayExpandProperties, Map<LogicalVariable, EquivalenceClass> equivalenceClasses,
+            List<FunctionalDependency> fds) {
+        List<ILocalStructuralProperty> plist = reqd.getLocalProperties();
+        List<ILocalStructuralProperty> diffLocals = null;
+        if (plist != null && !plist.isEmpty()) {
+            if (!PropertiesUtil.matchLocalProperties(plist, propsLocal, equivalenceClasses, fds)) {
+                diffLocals = plist;
+            }
+        }
+
+        IPartitioningProperty diffPart = null;
+        IPartitioningProperty reqdPart = reqd.getPartitioningProperty();
+        if (reqdPart != null) {
+            if (mayExpandProperties) {
+                reqdPart.normalize(equivalenceClasses, fds);
+            } else {
+                reqdPart.normalize(equivalenceClasses, null);
+            }
+            propPartitioning.normalize(equivalenceClasses, fds);
+            if (!PropertiesUtil.matchPartitioningProps(reqdPart, propPartitioning, mayExpandProperties)) {
+                diffPart = reqdPart;
+            }
+        }
+
+        if (diffLocals == null && diffPart == null) {
+            return null;
+        } else {
+            return new StructuralPropertiesVector(diffPart, diffLocals);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java
new file mode 100644
index 0000000..e011a7f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/TypePropagationPolicy.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypeEnvPointer;
+
+public abstract class TypePropagationPolicy {
+    public static final TypePropagationPolicy ALL = new TypePropagationPolicy() {
+
+        @Override
+        public Object getVarType(LogicalVariable var, INullableTypeComputer ntc,
+                List<LogicalVariable> nonNullVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists,
+                ITypeEnvPointer... typeEnvs) throws AlgebricksException {
+            for (ITypeEnvPointer p : typeEnvs) {
+                IVariableTypeEnvironment env = p.getTypeEnv();
+                if (env == null) {
+                    throw new AlgebricksException(
+                            "Null environment for pointer " + p + " in getVarType for var=" + var);
+                }
+                Object t = env.getVarType(var, nonNullVariableList, correlatedNullableVariableLists);
+                if (t != null) {
+                    if (ntc != null && ntc.canBeNull(t)) {
+                        for (List<LogicalVariable> list : correlatedNullableVariableLists) {
+                            if (list.contains(var)) {
+                                for (LogicalVariable v : list) {
+                                    if (nonNullVariableList.contains(v)) {
+                                        return ntc.getNonOptionalType(t);
+                                    }
+                                }
+                            }
+                        }
+                    }
+                    return t;
+                }
+            }
+            return null;
+        }
+    };
+
+    public static final TypePropagationPolicy LEFT_OUTER = new TypePropagationPolicy() {
+
+        @Override
+        public Object getVarType(LogicalVariable var, INullableTypeComputer ntc,
+                List<LogicalVariable> nonNullVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists,
+                ITypeEnvPointer... typeEnvs) throws AlgebricksException {
+            int n = typeEnvs.length;
+            for (int i = 0; i < n; i++) {
+                Object t = typeEnvs[i].getTypeEnv().getVarType(var, nonNullVariableList,
+                        correlatedNullableVariableLists);
+                if (t != null) {
+                    if (i == 0) { // outer branch
+                        return t;
+                    } else { // inner branch
+                        boolean nonNullVarIsProduced = false;
+                        for (LogicalVariable v : nonNullVariableList) {
+                            if (v == var) {
+                                nonNullVarIsProduced = true;
+                                break;
+                            }
+                            if (typeEnvs[i].getTypeEnv().getVarType(v) != null) {
+                                nonNullVarIsProduced = true;
+                                break;
+                            }
+                        }
+                        if (nonNullVarIsProduced) {
+                            return t;
+                        } else {
+                            return ntc.makeNullableType(t);
+                        }
+                    }
+                }
+            }
+            return null;
+        }
+    };
+
+    public abstract Object getVarType(LogicalVariable var, INullableTypeComputer ntc,
+            List<LogicalVariable> nonNullVariableList, List<List<LogicalVariable>> correlatedNullableVariableLists,
+            ITypeEnvPointer... typeEnvs) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnorderedPartitionedProperty.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnorderedPartitionedProperty.java
new file mode 100644
index 0000000..d6a364a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnorderedPartitionedProperty.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public final class UnorderedPartitionedProperty extends AbstractGroupingProperty implements IPartitioningProperty {
+
+    private INodeDomain domain;
+
+    public UnorderedPartitionedProperty(Set<LogicalVariable> partitioningVariables, INodeDomain domain) {
+        super(partitioningVariables);
+        this.domain = domain;
+    }
+
+    @Override
+    public PartitioningType getPartitioningType() {
+        return PartitioningType.UNORDERED_PARTITIONED;
+    }
+
+    @Override
+    public void normalize(Map<LogicalVariable, EquivalenceClass> equivalenceClasses, List<FunctionalDependency> fds) {
+        normalizeGroupingColumns(equivalenceClasses, fds);
+    }
+
+    @Override
+    public String toString() {
+        return getPartitioningType().toString() + columnSet;
+    }
+
+    @Override
+    public void getColumns(Collection<LogicalVariable> columns) {
+        columns.addAll(columnSet);
+    }
+
+    @Override
+    public INodeDomain getNodeDomain() {
+        return domain;
+    }
+
+    @Override
+    public void setNodeDomain(INodeDomain domain) {
+        this.domain = domain;
+    }
+
+    @Override
+    public void substituteColumnVars(Map<LogicalVariable, LogicalVariable> varMap) {
+        for (Map.Entry<LogicalVariable, LogicalVariable> var : varMap.entrySet()) {
+            if (columnSet.remove(var.getKey())) {
+                columnSet.add(var.getValue());
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnpartitionedPropertyComputer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnpartitionedPropertyComputer.java
new file mode 100644
index 0000000..1e5e16f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/UnpartitionedPropertyComputer.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public class UnpartitionedPropertyComputer implements IPropertiesComputer {
+
+    public static final UnpartitionedPropertyComputer INSTANCE = new UnpartitionedPropertyComputer();
+
+    private UnpartitionedPropertyComputer() {
+    }
+
+    @Override
+    public IPartitioningProperty computePartitioningProperty(ILogicalExpression expr) {
+        return IPartitioningProperty.UNPARTITIONED;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/VariablePropagationPolicy.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/VariablePropagationPolicy.java
new file mode 100644
index 0000000..d78684b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/properties/VariablePropagationPolicy.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.properties;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+
+public abstract class VariablePropagationPolicy {
+    public static final VariablePropagationPolicy ALL = new VariablePropagationPolicy() {
+        @Override
+        public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources) {
+            int n = sources.length;
+            for (int i = 0; i < n; i++) {
+                target.addAllNewVariables(sources[i]);
+            }
+        }
+    };
+
+    public static final VariablePropagationPolicy NONE = new VariablePropagationPolicy() {
+        @Override
+        public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources) {
+            // do nothing
+        }
+    };
+
+    /**
+     * Adds, from each source, only variables that do not already appear in the
+     * target.
+     *
+     *
+     */
+    public static final VariablePropagationPolicy ADDNEWVARIABLES = new VariablePropagationPolicy() {
+        @Override
+        public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources) {
+            for (IOperatorSchema s : sources) {
+                for (LogicalVariable v : s) {
+                    if (target.findVariable(v) < 0) {
+                        target.addVariable(v);
+                    }
+                }
+            }
+        }
+    };
+
+    public abstract void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+            throws AlgebricksException;
+
+    public static VariablePropagationPolicy concat(final VariablePropagationPolicy... policies) {
+        return new VariablePropagationPolicy() {
+            @Override
+            public void propagateVariables(IOperatorSchema target, IOperatorSchema... sources)
+                    throws AlgebricksException {
+                if (policies.length != sources.length) {
+                    throw new IllegalArgumentException();
+                }
+                for (int i = 0; i < policies.length; ++i) {
+                    VariablePropagationPolicy p = policies[i];
+                    IOperatorSchema s = sources[i];
+                    p.propagateVariables(target, s);
+                }
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/IScriptDescription.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/IScriptDescription.java
new file mode 100644
index 0000000..e28d5ed
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/IScriptDescription.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.scripting;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+
+public interface IScriptDescription {
+    public enum ScriptKind {
+        STRING_STREAMING
+    }
+
+    public ScriptKind getKind();
+
+    public List<Pair<LogicalVariable, Object>> getVarTypePairs();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/StringStreamingScriptDescription.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/StringStreamingScriptDescription.java
new file mode 100644
index 0000000..91dc6b3
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/scripting/StringStreamingScriptDescription.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.scripting;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+
+public class StringStreamingScriptDescription implements IScriptDescription {
+
+    private final String command;
+    private final IPrinterFactory[] printerFactories;
+    private final char fieldDelimiter;
+    private final ITupleParserFactory parserFactory;
+    private final List<Pair<LogicalVariable, Object>> varTypePairs;
+
+    public StringStreamingScriptDescription(String command, IPrinterFactory[] printerFactories, char fieldDelimiter,
+            ITupleParserFactory parserFactory, List<Pair<LogicalVariable, Object>> varTypePairs) {
+        this.command = command;
+        this.printerFactories = printerFactories;
+        this.fieldDelimiter = fieldDelimiter;
+        this.parserFactory = parserFactory;
+        this.varTypePairs = varTypePairs;
+    }
+
+    @Override
+    public ScriptKind getKind() {
+        return ScriptKind.STRING_STREAMING;
+    }
+
+    public String getCommand() {
+        return command;
+    }
+
+    public IPrinterFactory[] getPrinterFactories() {
+        return printerFactories;
+    }
+
+    public char getFieldDelimiter() {
+        return fieldDelimiter;
+    }
+
+    public ITupleParserFactory getParserFactory() {
+        return parserFactory;
+    }
+
+    @Override
+    public List<Pair<LogicalVariable, Object>> getVarTypePairs() {
+        return varTypePairs;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/AbstractTypeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/AbstractTypeEnvironment.java
new file mode 100644
index 0000000..60d0740
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/AbstractTypeEnvironment.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public abstract class AbstractTypeEnvironment implements IVariableTypeEnvironment {
+
+    protected final Map<LogicalVariable, Object> varTypeMap = new HashMap<LogicalVariable, Object>();
+    protected final IExpressionTypeComputer expressionTypeComputer;
+    protected final IMetadataProvider<?, ?> metadataProvider;
+
+    public AbstractTypeEnvironment(IExpressionTypeComputer expressionTypeComputer,
+            IMetadataProvider<?, ?> metadataProvider) {
+        this.expressionTypeComputer = expressionTypeComputer;
+        this.metadataProvider = metadataProvider;
+    }
+
+    @Override
+    public Object getType(ILogicalExpression expr) throws AlgebricksException {
+        try {
+            return expressionTypeComputer.getType(expr, metadataProvider, this);
+        } catch (Exception e) {
+            throw new AlgebricksException("Could not resolve type for " + expr.toString() + ","
+                    + "please check whether the used variables has been defined!", e);
+        }
+    }
+
+    @Override
+    public void setVarType(LogicalVariable var, Object type) {
+        varTypeMap.put(var, type);
+    }
+
+    @Override
+    public boolean substituteProducedVariable(LogicalVariable v1, LogicalVariable v2) throws AlgebricksException {
+        Object t = varTypeMap.get(v1);
+        if (t == null) {
+            return false;
+        }
+        varTypeMap.put(v1, null);
+        varTypeMap.put(v2, t);
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypeEnvPointer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypeEnvPointer.java
new file mode 100644
index 0000000..6f37a0a
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypeEnvPointer.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+
+public interface ITypeEnvPointer {
+    public IVariableTypeEnvironment getTypeEnv();
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypingContext.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypingContext.java
new file mode 100644
index 0000000..4d85111
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/ITypingContext.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public interface ITypingContext {
+    public IVariableTypeEnvironment getOutputTypeEnvironment(ILogicalOperator op);
+
+    public void setOutputTypeEnvironment(ILogicalOperator op, IVariableTypeEnvironment env);
+
+    public IExpressionTypeComputer getExpressionTypeComputer();
+
+    public INullableTypeComputer getNullableTypeComputer();
+
+    public IMetadataProvider<?, ?> getMetadataProvider();
+
+    public void invalidateTypeEnvironmentForOperator(ILogicalOperator op);
+
+    public void computeAndSetTypeEnvironmentForOperator(ILogicalOperator op) throws AlgebricksException;
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java
new file mode 100644
index 0000000..547737c
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/NonPropagatingTypeEnvironment.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public class NonPropagatingTypeEnvironment extends AbstractTypeEnvironment {
+
+    public NonPropagatingTypeEnvironment(IExpressionTypeComputer expressionTypeComputer,
+            IMetadataProvider<?, ?> metadataProvider) {
+        super(expressionTypeComputer, metadataProvider);
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var) throws AlgebricksException {
+        return varTypeMap.get(var);
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariables,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        return getVarType(var);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/OpRefTypeEnvPointer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/OpRefTypeEnvPointer.java
new file mode 100644
index 0000000..7655de0
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/OpRefTypeEnvPointer.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+
+public class OpRefTypeEnvPointer implements ITypeEnvPointer {
+
+    private final Mutable<ILogicalOperator> op;
+    private final ITypingContext ctx;
+
+    public OpRefTypeEnvPointer(Mutable<ILogicalOperator> op, ITypingContext ctx) {
+        this.op = op;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public IVariableTypeEnvironment getTypeEnv() {
+        return ctx.getOutputTypeEnvironment(op.getValue());
+    }
+
+    @Override
+    public String toString() {
+        return this.getClass().getName() + ":" + op;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java
new file mode 100644
index 0000000..b497113
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagateOperatorInputsTypeEnvironment.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+
+public class PropagateOperatorInputsTypeEnvironment extends AbstractTypeEnvironment {
+
+    private final List<LogicalVariable> nonNullVariables = new ArrayList<LogicalVariable>();
+    private final List<List<LogicalVariable>> correlatedNullableVariableLists = new ArrayList<List<LogicalVariable>>();
+    private final ILogicalOperator op;
+    private final ITypingContext ctx;
+
+    public PropagateOperatorInputsTypeEnvironment(ILogicalOperator op, ITypingContext ctx,
+            IExpressionTypeComputer expressionTypeComputer, IMetadataProvider<?, ?> metadataProvider) {
+        super(expressionTypeComputer, metadataProvider);
+        this.op = op;
+        this.ctx = ctx;
+    }
+
+    public List<LogicalVariable> getNonNullVariables() {
+        return nonNullVariables;
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        nonNullVariableList.addAll(nonNullVariables);
+        return getVarTypeFullList(var, nonNullVariableList, correlatedNullableVariableLists);
+    }
+
+    private Object getVarTypeFullList(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        Object t = varTypeMap.get(var);
+        if (t != null) {
+            return t;
+        }
+        for (Mutable<ILogicalOperator> r : op.getInputs()) {
+            ILogicalOperator c = r.getValue();
+            IVariableTypeEnvironment env = ctx.getOutputTypeEnvironment(c);
+            Object t2 = env.getVarType(var, nonNullVariableList, correlatedNullableVariableLists);
+            if (t2 != null) {
+                return t2;
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var) throws AlgebricksException {
+        return getVarTypeFullList(var, nonNullVariables, correlatedNullableVariableLists);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java
new file mode 100644
index 0000000..076992f
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/typing/PropagatingTypeEnvironment.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.typing;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.properties.TypePropagationPolicy;
+
+public class PropagatingTypeEnvironment extends AbstractTypeEnvironment {
+
+    private final TypePropagationPolicy policy;
+
+    private final INullableTypeComputer nullableTypeComputer;
+
+    private final ITypeEnvPointer[] envPointers;
+
+    private final List<LogicalVariable> nonNullVariables = new ArrayList<LogicalVariable>();
+
+    private final List<List<LogicalVariable>> correlatedNullableVariableLists = new ArrayList<List<LogicalVariable>>();
+
+    public PropagatingTypeEnvironment(IExpressionTypeComputer expressionTypeComputer,
+            INullableTypeComputer nullableTypeComputer, IMetadataProvider<?, ?> metadataProvider,
+            TypePropagationPolicy policy, ITypeEnvPointer[] envPointers) {
+        super(expressionTypeComputer, metadataProvider);
+        this.nullableTypeComputer = nullableTypeComputer;
+        this.policy = policy;
+        this.envPointers = envPointers;
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var) throws AlgebricksException {
+        return getVarTypeFullList(var, nonNullVariables, correlatedNullableVariableLists);
+    }
+
+    public List<LogicalVariable> getNonNullVariables() {
+        return nonNullVariables;
+    }
+
+    public List<List<LogicalVariable>> getCorrelatedNullableVariableLists() {
+        return correlatedNullableVariableLists;
+    }
+
+    @Override
+    public Object getVarType(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        for (LogicalVariable v : nonNullVariables) {
+            if (!nonNullVariableList.contains(v)) {
+                nonNullVariableList.add(v);
+            }
+        }
+        Object t = getVarTypeFullList(var, nonNullVariableList, correlatedNullableVariableLists);
+        for (List<LogicalVariable> list : this.correlatedNullableVariableLists) {
+            if (!correlatedNullableVariableLists.contains(list)) {
+                correlatedNullableVariableLists.add(list);
+            }
+        }
+        return t;
+    }
+
+    private Object getVarTypeFullList(LogicalVariable var, List<LogicalVariable> nonNullVariableList,
+            List<List<LogicalVariable>> correlatedNullableVariableLists) throws AlgebricksException {
+        Object t = varTypeMap.get(var);
+        if (t != null) {
+            return t;
+        }
+        return policy.getVarType(var, nullableTypeComputer, nonNullVariableList, correlatedNullableVariableLists,
+                envPointers);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java
new file mode 100644
index 0000000..97aa853
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorManipulationUtil.java
@@ -0,0 +1,316 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.util;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.OperatorDeepCopyVisitor;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+
+public class OperatorManipulationUtil {
+
+    // Transforms all NestedTupleSource operators to EmptyTupleSource operators
+    public static void ntsToEts(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            EmptyTupleSourceOperator ets = new EmptyTupleSourceOperator();
+            context.computeAndSetTypeEnvironmentForOperator(ets);
+            opRef.setValue(ets);
+        } else {
+            for (Mutable<ILogicalOperator> i : opRef.getValue().getInputs()) {
+                ntsToEts(i, context);
+            }
+        }
+    }
+
+    public static ILogicalOperator eliminateSingleSubplanOverEts(SubplanOperator subplan) {
+        if (subplan.getNestedPlans().size() > 1) {
+            // not a single subplan
+            List<Mutable<ILogicalOperator>> subInpList = subplan.getInputs();
+            subInpList.clear();
+            subInpList.add(new MutableObject<ILogicalOperator>(new EmptyTupleSourceOperator()));
+            return subplan;
+        }
+        ILogicalPlan plan = subplan.getNestedPlans().get(0);
+        if (plan.getRoots().size() > 1) {
+            // not a single subplan
+            List<Mutable<ILogicalOperator>> subInpList = subplan.getInputs();
+            subInpList.clear();
+            subInpList.add(new MutableObject<ILogicalOperator>(new EmptyTupleSourceOperator()));
+            return subplan;
+        }
+        return plan.getRoots().get(0).getValue();
+    }
+
+    public static boolean setOperatorMode(AbstractLogicalOperator op) {
+        boolean change = false;
+        switch (op.getOperatorTag()) {
+            case DATASOURCESCAN: {
+                op.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+                AbstractLogicalOperator currentOp = op;
+                while (currentOp.getInputs().size() == 1) {
+                    AbstractLogicalOperator child = (AbstractLogicalOperator) currentOp.getInputs().get(0).getValue();
+                    if (child.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+                        break;
+                    }
+                    child.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+                    currentOp = child;
+                }
+                change = true;
+                break;
+            }
+            case NESTEDTUPLESOURCE: {
+                NestedTupleSourceOperator nts = (NestedTupleSourceOperator) op;
+                AbstractLogicalOperator prevOp = (AbstractLogicalOperator) nts.getDataSourceReference().getValue()
+                        .getInputs().get(0).getValue();
+                if (prevOp.getExecutionMode() != AbstractLogicalOperator.ExecutionMode.UNPARTITIONED) {
+                    nts.setExecutionMode(AbstractLogicalOperator.ExecutionMode.LOCAL);
+                    change = true;
+                }
+                break;
+            }
+            default: {
+                boolean forceUnpartitioned = false;
+                if (op.getOperatorTag() == LogicalOperatorTag.LIMIT) {
+                    LimitOperator opLim = (LimitOperator) op;
+                    if (opLim.isTopmostLimitOp()) {
+                        opLim.setExecutionMode(AbstractLogicalOperator.ExecutionMode.UNPARTITIONED);
+                        change = true;
+                        forceUnpartitioned = true;
+                    }
+                }
+                if (op.getOperatorTag() == LogicalOperatorTag.AGGREGATE) {
+                    AggregateOperator aggOp = (AggregateOperator) op;
+                    if (aggOp.isGlobal()) {
+                        op.setExecutionMode(AbstractLogicalOperator.ExecutionMode.UNPARTITIONED);
+                        change = true;
+                        forceUnpartitioned = true;
+                    }
+                }
+
+                for (Mutable<ILogicalOperator> i : op.getInputs()) {
+                    boolean exit = false;
+                    AbstractLogicalOperator inputOp = (AbstractLogicalOperator) i.getValue();
+                    switch (inputOp.getExecutionMode()) {
+                        case PARTITIONED: {
+                            if (forceUnpartitioned) {
+                                break;
+                            }
+                            op.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+                            change = true;
+                            exit = true;
+                            break;
+                        }
+                        case LOCAL: {
+                            op.setExecutionMode(AbstractLogicalOperator.ExecutionMode.LOCAL);
+                            change = true;
+                            break;
+                        }
+                    }
+                    if (exit) {
+                        break;
+                    }
+                }
+                break;
+            }
+        }
+        return change;
+    }
+
+    public static void substituteVarRec(AbstractLogicalOperator op, LogicalVariable v1, LogicalVariable v2,
+            boolean goThroughNts, ITypingContext ctx) throws AlgebricksException {
+        VariableUtilities.substituteVariables(op, v1, v2, goThroughNts, ctx);
+        for (Mutable<ILogicalOperator> opRef2 : op.getInputs()) {
+            substituteVarRec((AbstractLogicalOperator) opRef2.getValue(), v1, v2, goThroughNts, ctx);
+        }
+        if (op.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE && goThroughNts) {
+            NestedTupleSourceOperator nts = (NestedTupleSourceOperator) op;
+            if (nts.getDataSourceReference() != null) {
+                AbstractLogicalOperator op2 = (AbstractLogicalOperator) nts.getDataSourceReference().getValue()
+                        .getInputs().get(0).getValue();
+                substituteVarRec(op2, v1, v2, goThroughNts, ctx);
+            }
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans aonp = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : aonp.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> ref : p.getRoots()) {
+                    AbstractLogicalOperator aop = (AbstractLogicalOperator) ref.getValue();
+                    substituteVarRec(aop, v1, v2, goThroughNts, ctx);
+                }
+            }
+        }
+    }
+
+    public static ILogicalPlan deepCopy(ILogicalPlan plan, ILogicalOperator dataSource) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> roots = plan.getRoots();
+        List<Mutable<ILogicalOperator>> newRoots = clonePipeline(roots);
+        ILogicalPlan newPlan = new ALogicalPlanImpl(newRoots);
+        setDataSource(newPlan, dataSource);
+        return newPlan;
+    }
+
+    public static ILogicalPlan deepCopy(ILogicalPlan plan, IOptimizationContext ctx) throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> roots = plan.getRoots();
+        List<Mutable<ILogicalOperator>> newRoots = clonePipeline(roots);
+        cloneTypeEnvironments(ctx, roots, newRoots);
+        return new ALogicalPlanImpl(newRoots);
+    }
+
+    private static void setDataSource(ILogicalPlan plan, ILogicalOperator dataSource) {
+        for (Mutable<ILogicalOperator> rootRef : plan.getRoots()) {
+            setDataSource(rootRef, dataSource);
+        }
+    }
+
+    private static void setDataSource(Mutable<ILogicalOperator> opRef, ILogicalOperator dataSource) {
+        ILogicalOperator op = opRef.getValue();
+        if (op.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            NestedTupleSourceOperator nts = (NestedTupleSourceOperator) op;
+            nts.setDataSourceReference(new MutableObject<ILogicalOperator>(dataSource));
+        }
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            setDataSource(childRef, dataSource);
+        }
+    }
+
+    private static List<Mutable<ILogicalOperator>> clonePipeline(List<Mutable<ILogicalOperator>> roots)
+            throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> newRoots = new ArrayList<Mutable<ILogicalOperator>>();
+        for (Mutable<ILogicalOperator> opRef : roots) {
+            newRoots.add(new MutableObject<ILogicalOperator>(bottomUpCopyOperators(opRef.getValue())));
+        }
+        return newRoots;
+    }
+
+    private static void cloneTypeEnvironments(IOptimizationContext ctx, List<Mutable<ILogicalOperator>> roots,
+            List<Mutable<ILogicalOperator>> newRoots) {
+        for (int i = 0; i < newRoots.size(); i++) {
+            Mutable<ILogicalOperator> opRef = newRoots.get(i);
+            Mutable<ILogicalOperator> oldOpRef = roots.get(i);
+            while (opRef.getValue().getInputs().size() > 0) {
+                ctx.setOutputTypeEnvironment(opRef.getValue(), ctx.getOutputTypeEnvironment(oldOpRef.getValue()));
+                opRef = opRef.getValue().getInputs().get(0);
+                oldOpRef = oldOpRef.getValue().getInputs().get(0);
+            }
+            ctx.setOutputTypeEnvironment(opRef.getValue(), ctx.getOutputTypeEnvironment(oldOpRef.getValue()));
+        }
+    }
+
+    public static ILogicalOperator bottomUpCopyOperators(ILogicalOperator op) throws AlgebricksException {
+        ILogicalOperator newOp = deepCopy(op);
+        newOp.getInputs().clear();
+        for (Mutable<ILogicalOperator> child : op.getInputs()) {
+            newOp.getInputs().add(new MutableObject<ILogicalOperator>(bottomUpCopyOperators(child.getValue())));
+        }
+        return newOp;
+    }
+
+    public static ILogicalOperator deepCopy(ILogicalOperator op) throws AlgebricksException {
+        OperatorDeepCopyVisitor visitor = new OperatorDeepCopyVisitor();
+        AbstractLogicalOperator copiedOperator = (AbstractLogicalOperator) op.accept(visitor, null);
+        copiedOperator.setExecutionMode(op.getExecutionMode());
+        copiedOperator.getAnnotations().putAll(op.getAnnotations());
+        copiedOperator.setSchema(op.getSchema());
+        AbstractLogicalOperator sourceOp = (AbstractLogicalOperator) op;
+        copiedOperator.setPhysicalOperator(sourceOp.getPhysicalOperator());
+        return copiedOperator;
+    }
+
+    /**
+     * Compute type environment of a newly generated operator {@code op} and its input.
+     *
+     * @param op,
+     *            the logical operator.
+     * @param context,the
+     *            optimization context.
+     * @throws AlgebricksException
+     */
+    public static void computeTypeEnvironmentBottomUp(ILogicalOperator op, ITypingContext context)
+            throws AlgebricksException {
+        for (Mutable<ILogicalOperator> children : op.getInputs()) {
+            computeTypeEnvironmentBottomUp(children.getValue(), context);
+        }
+        AbstractLogicalOperator abstractOp = (AbstractLogicalOperator) op;
+        if (abstractOp.hasNestedPlans()) {
+            for (ILogicalPlan p : ((AbstractOperatorWithNestedPlans) op).getNestedPlans()) {
+                for (Mutable<ILogicalOperator> rootRef : p.getRoots()) {
+                    computeTypeEnvironmentBottomUp(rootRef.getValue(), context);
+                }
+            }
+        }
+        context.computeAndSetTypeEnvironmentForOperator(op);
+    }
+
+    /**
+     * Computes the type environment for a logical query plan.
+     *
+     * @param plan,
+     *            the logical plan to consider.
+     * @param context
+     *            the typing context.
+     * @throws AlgebricksException
+     */
+    public static void computeTypeEnvironment(ILogicalPlan plan, ITypingContext context) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> rootRef : plan.getRoots()) {
+            computeTypeEnvironmentBottomUp(rootRef.getValue(), context);
+        }
+    }
+
+    /***
+     * Is the operator <code>>op</code> an ancestor of any operators with tags in the set <code>tags</code>?
+     *
+     * @param op
+     * @param tags
+     * @return True if yes; false other wise.
+     */
+    public static boolean ancestorOfOperators(ILogicalOperator op, Set<LogicalOperatorTag> tags) {
+        LogicalOperatorTag opTag = op.getOperatorTag();
+        if (tags.contains(opTag)) {
+            return true;
+        }
+        for (Mutable<ILogicalOperator> children : op.getInputs()) {
+            if (ancestorOfOperators(children.getValue(), tags)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java
new file mode 100644
index 0000000..e78db9b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/util/OperatorPropertiesUtil.java
@@ -0,0 +1,300 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.util;
+
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.CardinalityInferenceVisitor;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+public class OperatorPropertiesUtil {
+
+    private static final String MOVABLE = "isMovable";
+
+    public static <T> boolean disjoint(Collection<T> c1, Collection<T> c2) {
+        for (T m : c1) {
+            if (c2.contains(m)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    // Obs: doesn't return expected result for op. with nested plans.
+    private static void getFreeVariablesInOp(ILogicalOperator op, Set<LogicalVariable> freeVars)
+            throws AlgebricksException {
+        VariableUtilities.getUsedVariables(op, freeVars);
+        HashSet<LogicalVariable> produced = new HashSet<LogicalVariable>();
+        VariableUtilities.getProducedVariables(op, produced);
+        for (LogicalVariable v : produced) {
+            freeVars.remove(v);
+        }
+    }
+
+    /**
+     * Adds the free variables of the plan rooted at that operator to the
+     * collection provided.
+     *
+     * @param op
+     * @param vars
+     *            - The collection to which the free variables will be added.
+     */
+    public static void getFreeVariablesInSelfOrDesc(AbstractLogicalOperator op, Set<LogicalVariable> freeVars)
+            throws AlgebricksException {
+        HashSet<LogicalVariable> produced = new HashSet<LogicalVariable>();
+        VariableUtilities.getProducedVariables(op, produced);
+        for (LogicalVariable v : produced) {
+            freeVars.remove(v);
+        }
+
+        HashSet<LogicalVariable> used = new HashSet<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op, used);
+        for (LogicalVariable v : used) {
+            freeVars.add(v);
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans s = (AbstractOperatorWithNestedPlans) op;
+            getFreeVariablesInSubplans(s, freeVars);
+        }
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            getFreeVariablesInSelfOrDesc((AbstractLogicalOperator) i.getValue(), freeVars);
+        }
+    }
+
+    /**
+     * Adds the free variables of the operator path from
+     * op to dest, where dest is a direct/indirect input operator of op in the query plan.
+     *
+     * @param op
+     *            , the start operator.
+     * @param dest
+     *            , the destination operator (a direct/indirect input operator).
+     * @param freeVars
+     *            - The collection to which the free variables will be added.
+     */
+    public static void getFreeVariablesInPath(ILogicalOperator op, ILogicalOperator dest, Set<LogicalVariable> freeVars)
+            throws AlgebricksException {
+        Set<LogicalVariable> producedVars = new ListSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(op, freeVars);
+        collectUsedAndProducedVariablesInPath(op, dest, freeVars, producedVars);
+        freeVars.removeAll(producedVars);
+    }
+
+    /**
+     * @param op
+     *            , the start operator.
+     * @param dest
+     *            , the destination operator (a direct/indirect input operator).
+     * @param usedVars
+     *            , the collection of used variables.
+     * @param producedVars
+     *            , the collection of produced variables.
+     * @return if the current operator is on the path from the original start operator to the destination operator.
+     * @throws AlgebricksException
+     */
+    private static boolean collectUsedAndProducedVariablesInPath(ILogicalOperator op, ILogicalOperator dest,
+            Set<LogicalVariable> usedVars, Set<LogicalVariable> producedVars) throws AlgebricksException {
+        if (op == dest) {
+            return true;
+        }
+        if (((AbstractLogicalOperator) op).hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans a = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : a.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    if (collectUsedAndProducedVariablesInPath(r.getValue(), dest, usedVars, producedVars)) {
+                        VariableUtilities.getUsedVariables(r.getValue(), usedVars);
+                        VariableUtilities.getProducedVariables(r.getValue(), producedVars);
+                        return true;
+                    }
+                }
+            }
+        }
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            if (collectUsedAndProducedVariablesInPath(childRef.getValue(), dest, usedVars, producedVars)) {
+                VariableUtilities.getUsedVariables(op, usedVars);
+                VariableUtilities.getProducedVariables(op, producedVars);
+                return true;
+            }
+        }
+        return false;
+    }
+
+    public static void getFreeVariablesInSubplans(AbstractOperatorWithNestedPlans op, Set<LogicalVariable> freeVars)
+            throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                getFreeVariablesInSelfOrDesc((AbstractLogicalOperator) r.getValue(), freeVars);
+            }
+        }
+    }
+
+    public static boolean hasFreeVariablesInSelfOrDesc(AbstractLogicalOperator op) throws AlgebricksException {
+        HashSet<LogicalVariable> free = new HashSet<LogicalVariable>();
+        getFreeVariablesInSelfOrDesc(op, free);
+        return !free.isEmpty();
+    }
+
+    public static boolean hasFreeVariables(ILogicalOperator op) throws AlgebricksException {
+        HashSet<LogicalVariable> free = new HashSet<LogicalVariable>();
+        getFreeVariablesInOp(op, free);
+        return !free.isEmpty();
+    }
+
+    public static void computeSchemaAndPropertiesRecIfNull(AbstractLogicalOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        if (op.getSchema() == null) {
+            for (Mutable<ILogicalOperator> i : op.getInputs()) {
+                computeSchemaAndPropertiesRecIfNull((AbstractLogicalOperator) i.getValue(), context);
+            }
+            if (op.hasNestedPlans()) {
+                AbstractOperatorWithNestedPlans a = (AbstractOperatorWithNestedPlans) op;
+                for (ILogicalPlan p : a.getNestedPlans()) {
+                    for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                        computeSchemaAndPropertiesRecIfNull((AbstractLogicalOperator) r.getValue(), context);
+                    }
+                }
+            }
+            op.recomputeSchema();
+            op.computeDeliveredPhysicalProperties(context);
+        }
+    }
+
+    public static void computeSchemaRecIfNull(AbstractLogicalOperator op) throws AlgebricksException {
+        if (op.getSchema() == null) {
+            for (Mutable<ILogicalOperator> i : op.getInputs()) {
+                computeSchemaRecIfNull((AbstractLogicalOperator) i.getValue());
+            }
+            if (op.hasNestedPlans()) {
+                AbstractOperatorWithNestedPlans a = (AbstractOperatorWithNestedPlans) op;
+                for (ILogicalPlan p : a.getNestedPlans()) {
+                    for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                        computeSchemaRecIfNull((AbstractLogicalOperator) r.getValue());
+                    }
+                }
+            }
+            op.recomputeSchema();
+        }
+    }
+
+    public static boolean isNullTest(AbstractLogicalOperator op) {
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        AbstractLogicalOperator doubleUnder = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (doubleUnder.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return false;
+        }
+        ILogicalExpression eu = ((SelectOperator) op).getCondition().getValue();
+        if (eu.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression f1 = (AbstractFunctionCallExpression) eu;
+        if (!f1.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.NOT)) {
+            return false;
+        }
+        ILogicalExpression a1 = f1.getArguments().get(0).getValue();
+        if (!a1.getExpressionTag().equals(LogicalExpressionTag.FUNCTION_CALL)) {
+            return false;
+        }
+        AbstractFunctionCallExpression f2 = (AbstractFunctionCallExpression) a1;
+        if (!f2.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.IS_NULL)) {
+            return false;
+        }
+        return true;
+    }
+
+    public static void typePlan(ILogicalPlan p, IOptimizationContext context) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> r : p.getRoots()) {
+            typeOpRec(r, context);
+        }
+    }
+
+    public static void typeOpRec(Mutable<ILogicalOperator> r, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) r.getValue();
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            typeOpRec(i, context);
+        }
+        if (op.hasNestedPlans()) {
+            for (ILogicalPlan p : ((AbstractOperatorWithNestedPlans) op).getNestedPlans()) {
+                typePlan(p, context);
+            }
+        }
+        context.computeAndSetTypeEnvironmentForOperator(op);
+    }
+
+    public static boolean isAlwaysTrueCond(ILogicalExpression cond) {
+        if (cond.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+            return ((ConstantExpression) cond).getValue().isTrue();
+        }
+        return false;
+    }
+
+    public static boolean isCardinalityOne(ILogicalOperator operator) throws AlgebricksException {
+        CardinalityInferenceVisitor visitor = new CardinalityInferenceVisitor();
+        return operator.accept(visitor, null) == 1L;
+    }
+
+    /**
+     * Whether an operator can be moved around in the query plan.
+     *
+     * @param op
+     *            the operator to consider.
+     * @return true if the operator can be moved, false if the operator cannot be moved.
+     * @throws AlgebricksException
+     */
+    public static boolean isMovable(ILogicalOperator op) {
+        Object annotation = op.getAnnotations().get(MOVABLE);
+        if (annotation == null) {
+            // By default, it is movable.
+            return true;
+        }
+        Boolean movable = (Boolean) annotation;
+        return movable;
+    }
+
+    /**
+     * Mark an operator to be either movable or not.
+     *
+     * @param op
+     *            the operator to consider.
+     * @param movable
+     *            true means it is movable, false means it is not movable.
+     */
+    public static void markMovable(ILogicalOperator op, boolean movable) {
+        op.getAnnotations().put(MOVABLE, movable);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/AbstractConstVarFunVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/AbstractConstVarFunVisitor.java
new file mode 100644
index 0000000..2fa4672
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/AbstractConstVarFunVisitor.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.visitors;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+
+public abstract class AbstractConstVarFunVisitor<R, T> implements ILogicalExpressionVisitor<R, T> {
+
+    public abstract R visitFunctionCallExpression(AbstractFunctionCallExpression expr, T arg)
+            throws AlgebricksException;
+
+    public R visitAggregateFunctionCallExpression(AggregateFunctionCallExpression expr, T arg)
+            throws AlgebricksException {
+        return visitFunctionCallExpression(expr, arg);
+    }
+
+    public R visitScalarFunctionCallExpression(ScalarFunctionCallExpression expr, T arg) throws AlgebricksException {
+        return visitFunctionCallExpression(expr, arg);
+    }
+
+    public R visitStatefulFunctionCallExpression(StatefulFunctionCallExpression expr, T arg) throws AlgebricksException {
+        return visitFunctionCallExpression(expr, arg);
+    }
+
+    public R visitUnnestingFunctionCallExpression(UnnestingFunctionCallExpression expr, T arg)
+            throws AlgebricksException {
+        return visitFunctionCallExpression(expr, arg);
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionReferenceTransform.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionReferenceTransform.java
new file mode 100644
index 0000000..6dbccc5
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionReferenceTransform.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.visitors;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+
+public interface ILogicalExpressionReferenceTransform {
+    // returns true if any change is made to the expression
+    public boolean transform(Mutable<ILogicalExpression> expression) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionVisitor.java
new file mode 100644
index 0000000..519e482
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalExpressionVisitor.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.visitors;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+
+public interface ILogicalExpressionVisitor<R, T> {
+    public R visitConstantExpression(ConstantExpression expr, T arg) throws AlgebricksException;
+
+    public R visitVariableReferenceExpression(VariableReferenceExpression expr, T arg) throws AlgebricksException;
+
+    public R visitAggregateFunctionCallExpression(AggregateFunctionCallExpression expr, T arg)
+            throws AlgebricksException;
+
+    public R visitScalarFunctionCallExpression(ScalarFunctionCallExpression expr, T arg) throws AlgebricksException;
+
+    public R visitStatefulFunctionCallExpression(StatefulFunctionCallExpression expr, T arg) throws AlgebricksException;
+
+    public R visitUnnestingFunctionCallExpression(UnnestingFunctionCallExpression expr, T arg)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java
new file mode 100644
index 0000000..298daf9
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/ILogicalOperatorVisitor.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.visitors;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+
+public interface ILogicalOperatorVisitor<R, T> {
+
+    public R visitAggregateOperator(AggregateOperator op, T arg) throws AlgebricksException;
+
+    public R visitRunningAggregateOperator(RunningAggregateOperator op, T arg) throws AlgebricksException;
+
+    public R visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, T arg) throws AlgebricksException;
+
+    public R visitGroupByOperator(GroupByOperator op, T arg) throws AlgebricksException;
+
+    public R visitLimitOperator(LimitOperator op, T arg) throws AlgebricksException;
+
+    public R visitInnerJoinOperator(InnerJoinOperator op, T arg) throws AlgebricksException;
+
+    public R visitLeftOuterJoinOperator(LeftOuterJoinOperator op, T arg) throws AlgebricksException;
+
+    public R visitNestedTupleSourceOperator(NestedTupleSourceOperator op, T arg) throws AlgebricksException;
+
+    public R visitOrderOperator(OrderOperator op, T arg) throws AlgebricksException;
+
+    public R visitAssignOperator(AssignOperator op, T arg) throws AlgebricksException;
+
+    public R visitSelectOperator(SelectOperator op, T arg) throws AlgebricksException;
+
+    public R visitExtensionOperator(ExtensionOperator op, T arg) throws AlgebricksException;
+
+    public R visitProjectOperator(ProjectOperator op, T arg) throws AlgebricksException;
+
+    public R visitPartitioningSplitOperator(PartitioningSplitOperator op, T arg) throws AlgebricksException;
+
+    public R visitReplicateOperator(ReplicateOperator op, T arg) throws AlgebricksException;
+
+    public R visitMaterializeOperator(MaterializeOperator op, T arg) throws AlgebricksException;
+
+    public R visitScriptOperator(ScriptOperator op, T arg) throws AlgebricksException;
+
+    public R visitSubplanOperator(SubplanOperator op, T arg) throws AlgebricksException;
+
+    public R visitSinkOperator(SinkOperator op, T arg) throws AlgebricksException;
+
+    public R visitUnionOperator(UnionAllOperator op, T arg) throws AlgebricksException;
+
+    public R visitIntersectOperator(IntersectOperator op, T arg) throws AlgebricksException;
+
+    public R visitUnnestOperator(UnnestOperator op, T arg) throws AlgebricksException;
+
+    public R visitOuterUnnestOperator(OuterUnnestOperator op, T arg) throws AlgebricksException;
+
+    public R visitUnnestMapOperator(UnnestMapOperator op, T arg) throws AlgebricksException;
+
+    public R visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, T arg) throws AlgebricksException;
+
+    public R visitDataScanOperator(DataSourceScanOperator op, T arg) throws AlgebricksException;
+
+    public R visitDistinctOperator(DistinctOperator op, T arg) throws AlgebricksException;
+
+    public R visitExchangeOperator(ExchangeOperator op, T arg) throws AlgebricksException;
+
+    public R visitWriteOperator(WriteOperator op, T arg) throws AlgebricksException;
+
+    public R visitDistributeResultOperator(DistributeResultOperator op, T arg) throws AlgebricksException;
+
+    public R visitWriteResultOperator(WriteResultOperator op, T arg) throws AlgebricksException;
+
+    public R visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, T tag) throws AlgebricksException;
+
+    public R visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, T tag) throws AlgebricksException;
+
+    public R visitTokenizeOperator(TokenizeOperator op, T arg) throws AlgebricksException;
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/IQueryOperatorVisitor.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/IQueryOperatorVisitor.java
new file mode 100644
index 0000000..73628c1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/algebra/visitors/IQueryOperatorVisitor.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.algebra.visitors;
+
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistributeResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SinkOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+
+public interface IQueryOperatorVisitor<R, T> extends ILogicalOperatorVisitor<R, T> {
+
+    @Override
+    public default R visitWriteOperator(WriteOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public default R visitDistributeResultOperator(DistributeResultOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public default R visitWriteResultOperator(WriteResultOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public default R visitInsertDeleteUpsertOperator(InsertDeleteUpsertOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public default R visitIndexInsertDeleteUpsertOperator(IndexInsertDeleteUpsertOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public default R visitSinkOperator(SinkOperator op, T arg) {
+        throw new UnsupportedOperationException();
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java
new file mode 100644
index 0000000..7df8cc4
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/AlgebricksConfig.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.config;
+
+import java.util.logging.Logger;
+
+public class AlgebricksConfig {
+    public static final boolean DEBUG = true;
+    public static final String ALGEBRICKS_LOGGER_NAME = "org.apache.hyracks.algebricks";
+    public static final Logger ALGEBRICKS_LOGGER = Logger.getLogger(ALGEBRICKS_LOGGER_NAME);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/SysoutFormatter.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/SysoutFormatter.java
new file mode 100644
index 0000000..259c9b2
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/config/SysoutFormatter.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.config;
+
+import java.util.logging.Formatter;
+import java.util.logging.Handler;
+import java.util.logging.LogRecord;
+
+public class SysoutFormatter extends Formatter {
+    public String format(LogRecord rec) {
+        StringBuffer buf = new StringBuffer(5000);
+        buf.append(formatMessage(rec));
+        return buf.toString();
+    }
+
+    public String getHead(Handler h) {
+        return "";
+    }
+
+    public String getTail(Handler h) {
+        return "";
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/ConnectorPolicyAssignmentPolicy.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/ConnectorPolicyAssignmentPolicy.java
new file mode 100644
index 0000000..6fa378b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/ConnectorPolicyAssignmentPolicy.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+import org.apache.hyracks.api.dataflow.connectors.PipeliningConnectorPolicy;
+import org.apache.hyracks.api.dataflow.connectors.SendSideMaterializedPipeliningConnectorPolicy;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+
+public class ConnectorPolicyAssignmentPolicy implements IConnectorPolicyAssignmentPolicy {
+    private static final long serialVersionUID = 1L;
+    private IConnectorPolicy senderSideMaterializePolicy = new SendSideMaterializedPipeliningConnectorPolicy();
+    private IConnectorPolicy pipeliningPolicy = new PipeliningConnectorPolicy();
+
+    @Override
+    public IConnectorPolicy getConnectorPolicyAssignment(IConnectorDescriptor c, int nProducers, int nConsumers,
+            int[] fanouts) {
+        if (c instanceof MToNPartitioningMergingConnectorDescriptor) {
+            return senderSideMaterializePolicy;
+        } else {
+            return pipeliningPolicy;
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobBuilder.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobBuilder.java
new file mode 100644
index 0000000..4671a71
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobBuilder.java
@@ -0,0 +1,367 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksCountPartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class JobBuilder implements IHyracksJobBuilder {
+
+    private JobSpecification jobSpec;
+    private AlgebricksPartitionConstraint clusterLocations;
+
+    private Map<ILogicalOperator, ArrayList<ILogicalOperator>> outEdges = new HashMap<ILogicalOperator, ArrayList<ILogicalOperator>>();
+    private Map<ILogicalOperator, ArrayList<ILogicalOperator>> inEdges = new HashMap<ILogicalOperator, ArrayList<ILogicalOperator>>();
+    private Map<ILogicalOperator, Pair<IConnectorDescriptor, TargetConstraint>> connectors = new HashMap<ILogicalOperator, Pair<IConnectorDescriptor, TargetConstraint>>();
+
+    private Map<ILogicalOperator, Pair<IPushRuntimeFactory, RecordDescriptor>> microOps = new HashMap<ILogicalOperator, Pair<IPushRuntimeFactory, RecordDescriptor>>();
+    private Map<IPushRuntimeFactory, ILogicalOperator> revMicroOpMap = new HashMap<IPushRuntimeFactory, ILogicalOperator>();
+    private Map<ILogicalOperator, IOperatorDescriptor> hyracksOps = new HashMap<ILogicalOperator, IOperatorDescriptor>();
+    private Map<ILogicalOperator, AlgebricksPartitionConstraint> pcForMicroOps = new HashMap<ILogicalOperator, AlgebricksPartitionConstraint>();
+
+    private int aodCounter = 0;
+    private Map<ILogicalOperator, Integer> algebraicOpBelongingToMetaAsterixOp = new HashMap<ILogicalOperator, Integer>();
+    private Map<Integer, List<Pair<IPushRuntimeFactory, RecordDescriptor>>> metaAsterixOpSkeletons = new HashMap<Integer, List<Pair<IPushRuntimeFactory, RecordDescriptor>>>();
+    private Map<Integer, AlgebricksMetaOperatorDescriptor> metaAsterixOps = new HashMap<Integer, AlgebricksMetaOperatorDescriptor>();
+    private final Map<IOperatorDescriptor, AlgebricksPartitionConstraint> partitionConstraintMap = new HashMap<IOperatorDescriptor, AlgebricksPartitionConstraint>();
+
+    public JobBuilder(JobSpecification jobSpec, AlgebricksPartitionConstraint clusterLocations) {
+        this.jobSpec = jobSpec;
+        this.clusterLocations = clusterLocations;
+    }
+
+    @Override
+    public void contributeMicroOperator(ILogicalOperator op, IPushRuntimeFactory runtime, RecordDescriptor recDesc) {
+        contributeMicroOperator(op, runtime, recDesc, null);
+    }
+
+    @Override
+    public void contributeMicroOperator(ILogicalOperator op, IPushRuntimeFactory runtime, RecordDescriptor recDesc,
+            AlgebricksPartitionConstraint pc) {
+        microOps.put(op, new Pair<IPushRuntimeFactory, RecordDescriptor>(runtime, recDesc));
+        revMicroOpMap.put(runtime, op);
+        if (pc != null) {
+            pcForMicroOps.put(op, pc);
+        }
+        AbstractLogicalOperator logicalOp = (AbstractLogicalOperator) op;
+        if (logicalOp.getExecutionMode() == ExecutionMode.UNPARTITIONED && pc == null) {
+            AlgebricksPartitionConstraint apc = new AlgebricksCountPartitionConstraint(1);
+            pcForMicroOps.put(logicalOp, apc);
+        }
+    }
+
+    @Override
+    public void contributeConnector(ILogicalOperator exchgOp, IConnectorDescriptor conn) {
+        connectors.put(exchgOp, new Pair<IConnectorDescriptor, TargetConstraint>(conn, null));
+    }
+
+    @Override
+    public void contributeConnectorWithTargetConstraint(ILogicalOperator exchgOp, IConnectorDescriptor conn,
+            TargetConstraint numberOfTargetPartitions) {
+        connectors.put(exchgOp, new Pair<IConnectorDescriptor, TargetConstraint>(conn, numberOfTargetPartitions));
+    }
+
+    @Override
+    public void contributeGraphEdge(ILogicalOperator src, int srcOutputIndex, ILogicalOperator dest,
+            int destInputIndex) {
+        ArrayList<ILogicalOperator> outputs = outEdges.get(src);
+        if (outputs == null) {
+            outputs = new ArrayList<ILogicalOperator>();
+            outEdges.put(src, outputs);
+        }
+        addAtPos(outputs, dest, srcOutputIndex);
+
+        ArrayList<ILogicalOperator> inp = inEdges.get(dest);
+        if (inp == null) {
+            inp = new ArrayList<ILogicalOperator>();
+            inEdges.put(dest, inp);
+        }
+        addAtPos(inp, src, destInputIndex);
+    }
+
+    @Override
+    public void contributeHyracksOperator(ILogicalOperator op, IOperatorDescriptor opDesc) {
+        hyracksOps.put(op, opDesc);
+    }
+
+    @Override
+    public void contributeAlgebricksPartitionConstraint(IOperatorDescriptor opDesc, AlgebricksPartitionConstraint apc) {
+        partitionConstraintMap.put(opDesc, apc);
+    }
+
+    @Override
+    public JobSpecification getJobSpec() {
+        return jobSpec;
+    }
+
+    @Override
+    public void buildSpec(List<ILogicalOperator> roots) throws AlgebricksException {
+        buildAsterixComponents();
+        Map<IConnectorDescriptor, TargetConstraint> tgtConstraints = setupConnectors();
+        for (ILogicalOperator r : roots) {
+            IOperatorDescriptor opDesc = findOpDescForAlgebraicOp(r);
+            jobSpec.addRoot(opDesc);
+        }
+        setAllPartitionConstraints(tgtConstraints);
+    }
+
+    private void setAllPartitionConstraints(Map<IConnectorDescriptor, TargetConstraint> tgtConstraints) {
+        List<OperatorDescriptorId> roots = jobSpec.getRoots();
+        setSpecifiedPartitionConstraints();
+        for (OperatorDescriptorId rootId : roots) {
+            setPartitionConstraintsBottomup(rootId, tgtConstraints, null, false);
+        }
+        for (OperatorDescriptorId rootId : roots) {
+            setPartitionConstraintsTopdown(rootId, tgtConstraints, null);
+        }
+        for (OperatorDescriptorId rootId : roots) {
+            setPartitionConstraintsBottomup(rootId, tgtConstraints, null, true);
+        }
+    }
+
+    private void setSpecifiedPartitionConstraints() {
+        for (ILogicalOperator op : pcForMicroOps.keySet()) {
+            AlgebricksPartitionConstraint pc = pcForMicroOps.get(op);
+            Integer k = algebraicOpBelongingToMetaAsterixOp.get(op);
+            AlgebricksMetaOperatorDescriptor amod = metaAsterixOps.get(k);
+            partitionConstraintMap.put(amod, pc);
+        }
+        for (IOperatorDescriptor opDesc : partitionConstraintMap.keySet()) {
+            AlgebricksPartitionConstraint pc = partitionConstraintMap.get(opDesc);
+            AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(jobSpec, opDesc, pc);
+        }
+    }
+
+    private void setPartitionConstraintsTopdown(OperatorDescriptorId opId,
+            Map<IConnectorDescriptor, TargetConstraint> tgtConstraints, IOperatorDescriptor parentOp) {
+        List<IConnectorDescriptor> opInputs = jobSpec.getOperatorInputMap().get(opId);
+        AlgebricksPartitionConstraint opConstraint = null;
+        IOperatorDescriptor opDesc = jobSpec.getOperatorMap().get(opId);
+        if (opInputs != null) {
+            for (IConnectorDescriptor conn : opInputs) {
+                ConnectorDescriptorId cid = conn.getConnectorId();
+                org.apache.commons.lang3.tuple.Pair<org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>, org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>> p = jobSpec
+                        .getConnectorOperatorMap().get(cid);
+                IOperatorDescriptor src = p.getLeft().getLeft();
+                TargetConstraint constraint = tgtConstraints.get(conn);
+                if (constraint != null) {
+                    if (constraint == TargetConstraint.SAME_COUNT) {
+                        opConstraint = partitionConstraintMap.get(opDesc);
+                        if (partitionConstraintMap.get(src) == null) {
+                            if (opConstraint != null) {
+                                partitionConstraintMap.put(src, opConstraint);
+                                AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(jobSpec, src,
+                                        opConstraint);
+                            }
+                        }
+                    }
+                }
+                // Post Order DFS
+                setPartitionConstraintsTopdown(src.getOperatorId(), tgtConstraints, opDesc);
+            }
+        }
+    }
+
+    private void setPartitionConstraintsBottomup(OperatorDescriptorId opId,
+            Map<IConnectorDescriptor, TargetConstraint> tgtConstraints, IOperatorDescriptor parentOp,
+            boolean finalPass) {
+        List<IConnectorDescriptor> opInputs = jobSpec.getOperatorInputMap().get(opId);
+        AlgebricksPartitionConstraint opConstraint = null;
+        IOperatorDescriptor opDesc = jobSpec.getOperatorMap().get(opId);
+        if (opInputs != null) {
+            for (IConnectorDescriptor conn : opInputs) {
+                ConnectorDescriptorId cid = conn.getConnectorId();
+                org.apache.commons.lang3.tuple.Pair<org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>, org.apache.commons.lang3.tuple.Pair<IOperatorDescriptor, Integer>> p = jobSpec
+                        .getConnectorOperatorMap().get(cid);
+                IOperatorDescriptor src = p.getLeft().getLeft();
+                // Pre-order DFS
+                setPartitionConstraintsBottomup(src.getOperatorId(), tgtConstraints, opDesc, finalPass);
+                TargetConstraint constraint = tgtConstraints.get(conn);
+                if (constraint != null) {
+                    switch (constraint) {
+                        case ONE: {
+                            opConstraint = new AlgebricksCountPartitionConstraint(1);
+                            break;
+                        }
+                        case SAME_COUNT: {
+                            opConstraint = partitionConstraintMap.get(src);
+                            break;
+                        }
+                    }
+                }
+            }
+        }
+        if (partitionConstraintMap.get(opDesc) == null) {
+            if (finalPass && opConstraint == null && (opInputs == null || opInputs.size() == 0)) {
+                opConstraint = new AlgebricksCountPartitionConstraint(1);
+            }
+            if (finalPass && opConstraint == null) {
+                opConstraint = clusterLocations;
+            }
+            // Sets up the location constraint.
+            if (opConstraint != null) {
+                partitionConstraintMap.put(opDesc, opConstraint);
+                AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(jobSpec, opDesc, opConstraint);
+            }
+        }
+    }
+
+    private Map<IConnectorDescriptor, TargetConstraint> setupConnectors() throws AlgebricksException {
+        Map<IConnectorDescriptor, TargetConstraint> tgtConstraints = new HashMap<IConnectorDescriptor, TargetConstraint>();
+        for (ILogicalOperator exchg : connectors.keySet()) {
+            ILogicalOperator inOp = inEdges.get(exchg).get(0);
+            ILogicalOperator outOp = outEdges.get(exchg).get(0);
+            IOperatorDescriptor inOpDesc = findOpDescForAlgebraicOp(inOp);
+            IOperatorDescriptor outOpDesc = findOpDescForAlgebraicOp(outOp);
+            Pair<IConnectorDescriptor, TargetConstraint> connPair = connectors.get(exchg);
+            IConnectorDescriptor conn = connPair.first;
+            int producerPort = outEdges.get(inOp).indexOf(exchg);
+            int consumerPort = inEdges.get(outOp).indexOf(exchg);
+            jobSpec.connect(conn, inOpDesc, producerPort, outOpDesc, consumerPort);
+            if (connPair.second != null) {
+                tgtConstraints.put(conn, connPair.second);
+            }
+        }
+        return tgtConstraints;
+    }
+
+    private IOperatorDescriptor findOpDescForAlgebraicOp(ILogicalOperator op) throws AlgebricksException {
+        IOperatorDescriptor hOpDesc = hyracksOps.get(op);
+        if (hOpDesc != null) {
+            return hOpDesc;
+        }
+        Integer metaOpKey = algebraicOpBelongingToMetaAsterixOp.get(op);
+        if (metaOpKey == null) {
+            throw new AlgebricksException("Could not generate operator descriptor for operator " + op);
+        }
+        return metaAsterixOps.get(metaOpKey);
+    }
+
+    private void buildAsterixComponents() {
+        for (ILogicalOperator aop : microOps.keySet()) {
+            addMicroOpToMetaRuntimeOp(aop);
+        }
+        for (Integer k : metaAsterixOpSkeletons.keySet()) {
+            List<Pair<IPushRuntimeFactory, RecordDescriptor>> opContents = metaAsterixOpSkeletons.get(k);
+            AlgebricksMetaOperatorDescriptor amod = buildMetaAsterixOpDesc(opContents);
+            metaAsterixOps.put(k, amod);
+        }
+    }
+
+    private AlgebricksMetaOperatorDescriptor buildMetaAsterixOpDesc(
+            List<Pair<IPushRuntimeFactory, RecordDescriptor>> opContents) {
+        // RecordDescriptor outputRecordDesc = null;
+        int n = opContents.size();
+        IPushRuntimeFactory[] runtimeFactories = new IPushRuntimeFactory[n];
+        RecordDescriptor[] internalRecordDescriptors = new RecordDescriptor[n];
+        int i = 0;
+        for (Pair<IPushRuntimeFactory, RecordDescriptor> p : opContents) {
+            runtimeFactories[i] = p.first;
+            internalRecordDescriptors[i] = p.second;
+            // if (i == n - 1) {
+            // outputRecordDesc = p.second;
+            // }
+            i++;
+        }
+        ILogicalOperator lastLogicalOp = revMicroOpMap.get(runtimeFactories[n - 1]);
+        ArrayList<ILogicalOperator> outOps = outEdges.get(lastLogicalOp);
+        int outArity = (outOps == null) ? 0 : outOps.size();
+        ILogicalOperator firstLogicalOp = revMicroOpMap.get(runtimeFactories[0]);
+        ArrayList<ILogicalOperator> inOps = inEdges.get(firstLogicalOp);
+        int inArity = (inOps == null) ? 0 : inOps.size();
+        // boolean isLeafOp = inEdges.get(firstLogicalOp) == null;
+        return new AlgebricksMetaOperatorDescriptor(jobSpec, inArity, outArity, runtimeFactories,
+                internalRecordDescriptors);
+    }
+
+    private void addMicroOpToMetaRuntimeOp(ILogicalOperator aop) {
+        Integer k = algebraicOpBelongingToMetaAsterixOp.get(aop);
+        if (k == null) {
+            k = createNewMetaOpInfo(aop);
+        }
+        ArrayList<ILogicalOperator> destList = outEdges.get(aop);
+        if (destList == null || destList.size() != 1) {
+            // for now, we only support linear plans inside meta-ops.
+            return;
+        }
+        ILogicalOperator dest = destList.get(0);
+        Integer j = algebraicOpBelongingToMetaAsterixOp.get(dest);
+        if (j == null && microOps.get(dest) != null) {
+            algebraicOpBelongingToMetaAsterixOp.put(dest, k);
+            List<Pair<IPushRuntimeFactory, RecordDescriptor>> aodContent1 = metaAsterixOpSkeletons.get(k);
+            aodContent1.add(microOps.get(dest));
+        } else if (j != null && j.intValue() != k.intValue()) {
+            // merge the j component into the k component
+            List<Pair<IPushRuntimeFactory, RecordDescriptor>> aodContent1 = metaAsterixOpSkeletons.get(k);
+            List<Pair<IPushRuntimeFactory, RecordDescriptor>> aodContent2 = metaAsterixOpSkeletons.get(j);
+            aodContent1.addAll(aodContent2);
+            metaAsterixOpSkeletons.remove(j);
+            for (ILogicalOperator m : algebraicOpBelongingToMetaAsterixOp.keySet()) {
+                Integer g = algebraicOpBelongingToMetaAsterixOp.get(m);
+                if (g.intValue() == j.intValue()) {
+                    algebraicOpBelongingToMetaAsterixOp.put(m, k);
+                }
+            }
+        }
+
+    }
+
+    private int createNewMetaOpInfo(ILogicalOperator aop) {
+        int n = aodCounter;
+        aodCounter++;
+        List<Pair<IPushRuntimeFactory, RecordDescriptor>> metaOpContents = new ArrayList<Pair<IPushRuntimeFactory, RecordDescriptor>>();
+        metaOpContents.add(microOps.get(aop));
+        metaAsterixOpSkeletons.put(n, metaOpContents);
+        algebraicOpBelongingToMetaAsterixOp.put(aop, n);
+        return n;
+    }
+
+    private <E> void addAtPos(ArrayList<E> a, E elem, int pos) {
+        int n = a.size();
+        if (n > pos) {
+            a.set(pos, elem);
+        } else {
+            for (int k = n; k < pos; k++) {
+                a.add(null);
+            }
+            a.add(elem);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java
new file mode 100644
index 0000000..aeb7844
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenContext.java
@@ -0,0 +1,212 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionRuntimeProvider;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IPartialAggregationTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.typing.ITypingContext;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFamilyProvider;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.algebricks.data.IPrinterFactoryProvider;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactoryProvider;
+
+public class JobGenContext {
+    private final IOperatorSchema outerFlowSchema;
+    private final Map<ILogicalOperator, IOperatorSchema> schemaMap = new HashMap<ILogicalOperator, IOperatorSchema>();
+    private final ISerializerDeserializerProvider serializerDeserializerProvider;
+    private final IBinaryHashFunctionFactoryProvider hashFunctionFactoryProvider;
+    private final IBinaryHashFunctionFamilyProvider hashFunctionFamilyProvider;
+    private final IBinaryComparatorFactoryProvider comparatorFactoryProvider;
+    private final IPrinterFactoryProvider printerFactoryProvider;
+    private final ITypeTraitProvider typeTraitProvider;
+    private final IMetadataProvider<?, ?> metadataProvider;
+    private final INullWriterFactory nullWriterFactory;
+    private final INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider;
+    private final Object appContext;
+    private final IBinaryBooleanInspectorFactory booleanInspectorFactory;
+    private final IBinaryIntegerInspectorFactory integerInspectorFactory;
+    private final IExpressionRuntimeProvider expressionRuntimeProvider;
+    private final IExpressionTypeComputer expressionTypeComputer;
+    private final IExpressionEvalSizeComputer expressionEvalSizeComputer;
+    private final IPartialAggregationTypeComputer partialAggregationTypeComputer;
+    private final IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider;
+    private final int frameSize;
+    private AlgebricksPartitionConstraint clusterLocations;
+    private int varCounter;
+    private final ITypingContext typingContext;
+
+    public JobGenContext(IOperatorSchema outerFlowSchema, IMetadataProvider<?, ?> metadataProvider, Object appContext,
+            ISerializerDeserializerProvider serializerDeserializerProvider,
+            IBinaryHashFunctionFactoryProvider hashFunctionFactoryProvider,
+            IBinaryHashFunctionFamilyProvider hashFunctionFamilyProvider,
+            IBinaryComparatorFactoryProvider comparatorFactoryProvider, ITypeTraitProvider typeTraitProvider,
+            IBinaryBooleanInspectorFactory booleanInspectorFactory,
+            IBinaryIntegerInspectorFactory integerInspectorFactory, IPrinterFactoryProvider printerFactoryProvider,
+            INullWriterFactory nullWriterFactory,
+            INormalizedKeyComputerFactoryProvider normalizedKeyComputerFactoryProvider,
+            IExpressionRuntimeProvider expressionRuntimeProvider, IExpressionTypeComputer expressionTypeComputer,
+            INullableTypeComputer nullableTypeComputer, ITypingContext typingContext,
+            IExpressionEvalSizeComputer expressionEvalSizeComputer,
+            IPartialAggregationTypeComputer partialAggregationTypeComputer,
+            IPredicateEvaluatorFactoryProvider predEvaluatorFactoryProvider, int frameSize,
+            AlgebricksPartitionConstraint clusterLocations) {
+        this.outerFlowSchema = outerFlowSchema;
+        this.metadataProvider = metadataProvider;
+        this.appContext = appContext;
+        this.serializerDeserializerProvider = serializerDeserializerProvider;
+        this.hashFunctionFactoryProvider = hashFunctionFactoryProvider;
+        this.hashFunctionFamilyProvider = hashFunctionFamilyProvider;
+        this.comparatorFactoryProvider = comparatorFactoryProvider;
+        this.typeTraitProvider = typeTraitProvider;
+        this.booleanInspectorFactory = booleanInspectorFactory;
+        this.integerInspectorFactory = integerInspectorFactory;
+        this.printerFactoryProvider = printerFactoryProvider;
+        this.clusterLocations = clusterLocations;
+        this.normalizedKeyComputerFactoryProvider = normalizedKeyComputerFactoryProvider;
+        this.nullWriterFactory = nullWriterFactory;
+        this.expressionRuntimeProvider = expressionRuntimeProvider;
+        this.expressionTypeComputer = expressionTypeComputer;
+        this.typingContext = typingContext;
+        this.expressionEvalSizeComputer = expressionEvalSizeComputer;
+        this.partialAggregationTypeComputer = partialAggregationTypeComputer;
+        this.predEvaluatorFactoryProvider = predEvaluatorFactoryProvider;
+        this.frameSize = frameSize;
+        this.varCounter = 0;
+    }
+
+    public IOperatorSchema getOuterFlowSchema() {
+        return outerFlowSchema;
+    }
+
+    public AlgebricksPartitionConstraint getClusterLocations() {
+        return clusterLocations;
+    }
+
+    public IMetadataProvider<?, ?> getMetadataProvider() {
+        return metadataProvider;
+    }
+
+    public Object getAppContext() {
+        return appContext;
+    }
+
+    public ISerializerDeserializerProvider getSerializerDeserializerProvider() {
+        return serializerDeserializerProvider;
+    }
+
+    public IBinaryHashFunctionFactoryProvider getBinaryHashFunctionFactoryProvider() {
+        return hashFunctionFactoryProvider;
+    }
+
+    public IBinaryHashFunctionFamilyProvider getBinaryHashFunctionFamilyProvider() {
+        return hashFunctionFamilyProvider;
+    }
+
+    public IBinaryComparatorFactoryProvider getBinaryComparatorFactoryProvider() {
+        return comparatorFactoryProvider;
+    }
+
+    public ITypeTraitProvider getTypeTraitProvider() {
+        return typeTraitProvider;
+    }
+
+    public IBinaryBooleanInspectorFactory getBinaryBooleanInspectorFactory() {
+        return booleanInspectorFactory;
+    }
+
+    public IBinaryIntegerInspectorFactory getBinaryIntegerInspectorFactory() {
+        return integerInspectorFactory;
+    }
+
+    public IPrinterFactoryProvider getPrinterFactoryProvider() {
+        return printerFactoryProvider;
+    }
+
+    public IPredicateEvaluatorFactoryProvider getPredicateEvaluatorFactoryProvider() {
+        return predEvaluatorFactoryProvider;
+    }
+
+    public IExpressionRuntimeProvider getExpressionRuntimeProvider() {
+        return expressionRuntimeProvider;
+    }
+
+    public IOperatorSchema getSchema(ILogicalOperator op) {
+        return schemaMap.get(op);
+    }
+
+    public void putSchema(ILogicalOperator op, IOperatorSchema schema) {
+        schemaMap.put(op, schema);
+    }
+
+    public LogicalVariable createNewVar() {
+        varCounter++;
+        LogicalVariable var = new LogicalVariable(-varCounter);
+        return var;
+    }
+
+    public Object getType(ILogicalExpression expr, IVariableTypeEnvironment env) throws AlgebricksException {
+        return expressionTypeComputer.getType(expr, typingContext.getMetadataProvider(), env);
+    }
+
+    public INullWriterFactory getNullWriterFactory() {
+        return nullWriterFactory;
+    }
+
+    public INormalizedKeyComputerFactoryProvider getNormalizedKeyComputerFactoryProvider() {
+        return normalizedKeyComputerFactoryProvider;
+    }
+
+    public IExpressionEvalSizeComputer getExpressionEvalSizeComputer() {
+        return expressionEvalSizeComputer;
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public IPartialAggregationTypeComputer getPartialAggregationTypeComputer() {
+        return partialAggregationTypeComputer;
+    }
+
+    public IVariableTypeEnvironment getTypeEnvironment(ILogicalOperator op) {
+        return typingContext.getOutputTypeEnvironment(op);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java
new file mode 100644
index 0000000..2c2708b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/JobGenHelper.java
@@ -0,0 +1,191 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.data.IBinaryComparatorFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFactoryProvider;
+import org.apache.hyracks.algebricks.data.IBinaryHashFunctionFamilyProvider;
+import org.apache.hyracks.algebricks.data.INormalizedKeyComputerFactoryProvider;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactoryProvider;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public final class JobGenHelper {
+
+    private static final Logger LOGGER = Logger.getLogger(JobGenHelper.class.getName());
+
+    @SuppressWarnings("rawtypes")
+    public static RecordDescriptor mkRecordDescriptor(IVariableTypeEnvironment env, IOperatorSchema opSchema,
+            JobGenContext context) throws AlgebricksException {
+        ISerializerDeserializer[] fields = new ISerializerDeserializer[opSchema.getSize()];
+        ITypeTraits[] typeTraits = new ITypeTraits[opSchema.getSize()];
+        ISerializerDeserializerProvider sdp = context.getSerializerDeserializerProvider();
+        ITypeTraitProvider ttp = context.getTypeTraitProvider();
+        int i = 0;
+        for (LogicalVariable var : opSchema) {
+            Object t = env.getVarType(var);
+            if (t == null) {
+                LOGGER.warning("No type for variable " + var);
+            }
+            fields[i] = sdp.getSerializerDeserializer(t);
+            typeTraits[i] = ttp.getTypeTrait(t);
+            i++;
+        }
+        return new RecordDescriptor(fields, typeTraits);
+    }
+
+    public static IPrinterFactory[] mkPrinterFactories(IOperatorSchema opSchema, IVariableTypeEnvironment env,
+            JobGenContext context, int[] printColumns) throws AlgebricksException {
+        IPrinterFactory[] pf = new IPrinterFactory[printColumns.length];
+        IPrinterFactoryProvider pff = context.getPrinterFactoryProvider();
+        try {
+            for (int i = 0; i < pf.length; i++) {
+                LogicalVariable v = opSchema.getVariable(printColumns[i]);
+                Object t = env.getVarType(v);
+                pf[i] = pff.getPrinterFactory(t);
+            }
+            return pf;
+        } catch (HyracksDataException e) {
+            throw new AlgebricksException(e);
+        }
+    }
+
+    public static int[] variablesToFieldIndexes(Collection<LogicalVariable> varLogical, IOperatorSchema opSchema) {
+        int[] tuplePos = new int[varLogical.size()];
+        int i = 0;
+        for (LogicalVariable var : varLogical) {
+            tuplePos[i] = opSchema.findVariable(var);
+            i++;
+        }
+        return tuplePos;
+    }
+
+    public static IBinaryHashFunctionFactory[] variablesToBinaryHashFunctionFactories(
+            Collection<LogicalVariable> varLogical, IVariableTypeEnvironment env, JobGenContext context)
+                    throws AlgebricksException {
+        IBinaryHashFunctionFactory[] funFactories = new IBinaryHashFunctionFactory[varLogical.size()];
+        int i = 0;
+        IBinaryHashFunctionFactoryProvider bhffProvider = context.getBinaryHashFunctionFactoryProvider();
+        for (LogicalVariable var : varLogical) {
+            Object type = env.getVarType(var);
+            funFactories[i++] = bhffProvider.getBinaryHashFunctionFactory(type);
+        }
+        return funFactories;
+    }
+
+    public static IBinaryHashFunctionFamily[] variablesToBinaryHashFunctionFamilies(
+            Collection<LogicalVariable> varLogical, IVariableTypeEnvironment env, JobGenContext context)
+                    throws AlgebricksException {
+        IBinaryHashFunctionFamily[] funFamilies = new IBinaryHashFunctionFamily[varLogical.size()];
+        int i = 0;
+        IBinaryHashFunctionFamilyProvider bhffProvider = context.getBinaryHashFunctionFamilyProvider();
+        for (LogicalVariable var : varLogical) {
+            Object type = env.getVarType(var);
+            funFamilies[i++] = bhffProvider.getBinaryHashFunctionFamily(type);
+        }
+        return funFamilies;
+    }
+
+    public static IBinaryComparatorFactory[] variablesToAscBinaryComparatorFactories(
+            Collection<LogicalVariable> varLogical, IVariableTypeEnvironment env, JobGenContext context)
+                    throws AlgebricksException {
+        IBinaryComparatorFactory[] compFactories = new IBinaryComparatorFactory[varLogical.size()];
+        IBinaryComparatorFactoryProvider bcfProvider = context.getBinaryComparatorFactoryProvider();
+        int i = 0;
+        for (LogicalVariable v : varLogical) {
+            Object type = env.getVarType(v);
+            compFactories[i++] = bcfProvider.getBinaryComparatorFactory(type, true);
+        }
+        return compFactories;
+    }
+
+    public static IBinaryComparatorFactory[] variablesToAscBinaryComparatorFactories(List<LogicalVariable> varLogical,
+            int start, int size, IVariableTypeEnvironment env, JobGenContext context) throws AlgebricksException {
+        IBinaryComparatorFactory[] compFactories = new IBinaryComparatorFactory[size];
+        IBinaryComparatorFactoryProvider bcfProvider = context.getBinaryComparatorFactoryProvider();
+        for (int i = 0; i < size; i++) {
+            Object type = env.getVarType(varLogical.get(start + i));
+            compFactories[i] = bcfProvider.getBinaryComparatorFactory(type, true);
+        }
+        return compFactories;
+    }
+
+    public static INormalizedKeyComputerFactory variablesToAscNormalizedKeyComputerFactory(
+            Collection<LogicalVariable> varLogical, IVariableTypeEnvironment env, JobGenContext context)
+                    throws AlgebricksException {
+        INormalizedKeyComputerFactoryProvider nkcfProvider = context.getNormalizedKeyComputerFactoryProvider();
+        if (nkcfProvider == null)
+            return null;
+        for (LogicalVariable v : varLogical) {
+            Object type = env.getVarType(v);
+            return nkcfProvider.getNormalizedKeyComputerFactory(type, true);
+        }
+        return null;
+    }
+
+    public static ITypeTraits[] variablesToTypeTraits(Collection<LogicalVariable> varLogical,
+            IVariableTypeEnvironment env, JobGenContext context) throws AlgebricksException {
+        ITypeTraits[] typeTraits = new ITypeTraits[varLogical.size()];
+        ITypeTraitProvider typeTraitProvider = context.getTypeTraitProvider();
+        int i = 0;
+        for (LogicalVariable v : varLogical) {
+            Object type = env.getVarType(v);
+            typeTraits[i++] = typeTraitProvider.getTypeTrait(type);
+        }
+        return typeTraits;
+    }
+
+    public static ITypeTraits[] variablesToTypeTraits(List<LogicalVariable> varLogical, int start, int size,
+            IVariableTypeEnvironment env, JobGenContext context) throws AlgebricksException {
+        ITypeTraits[] typeTraits = new ITypeTraits[size];
+        ITypeTraitProvider typeTraitProvider = context.getTypeTraitProvider();
+        for (int i = 0; i < size; i++) {
+            Object type = env.getVarType(varLogical.get(start + i));
+            typeTraits[i] = typeTraitProvider.getTypeTrait(type);
+        }
+        return typeTraits;
+    }
+
+    public static int[] projectAllVariables(IOperatorSchema opSchema) {
+        int[] projectionList = new int[opSchema.getSize()];
+        int k = 0;
+        for (LogicalVariable v : opSchema) {
+            projectionList[k++] = opSchema.findVariable(v);
+        }
+        return projectionList;
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/OperatorSchemaImpl.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/OperatorSchemaImpl.java
new file mode 100644
index 0000000..9bb620b
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/OperatorSchemaImpl.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+
+public class OperatorSchemaImpl implements IOperatorSchema {
+    private final Map<LogicalVariable, Integer> varMap;
+
+    private final List<LogicalVariable> varList;
+
+    public OperatorSchemaImpl() {
+        varMap = new HashMap<LogicalVariable, Integer>();
+        varList = new ArrayList<LogicalVariable>();
+    }
+
+    @Override
+    public void addAllVariables(IOperatorSchema source) {
+        for (LogicalVariable v : source) {
+            varMap.put(v, varList.size());
+            varList.add(v);
+        }
+    }
+
+    @Override
+    public void addAllNewVariables(IOperatorSchema source) {
+        for (LogicalVariable v : source) {
+            if (varMap.get(v) == null) {
+                varMap.put(v, varList.size());
+                varList.add(v);
+            }
+        }
+    }
+
+    @Override
+    public int addVariable(LogicalVariable var) {
+        int idx = varList.size();
+        varMap.put(var, idx);
+        varList.add(var);
+        return idx;
+    }
+
+    @Override
+    public void clear() {
+        varMap.clear();
+        varList.clear();
+    }
+
+    @Override
+    public int findVariable(LogicalVariable var) {
+        Integer i = varMap.get(var);
+        if (i == null) {
+            return -1;
+        }
+        return i;
+    }
+
+    @Override
+    public int getSize() {
+        return varList.size();
+    }
+
+    @Override
+    public LogicalVariable getVariable(int index) {
+        return varList.get(index);
+    }
+
+    @Override
+    public Iterator<LogicalVariable> iterator() {
+        return varList.iterator();
+    }
+
+    @Override
+    public String toString() {
+        return varMap.toString();
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java
new file mode 100644
index 0000000..1a61f2e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/jobgen/impl/PlanCompiler.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.jobgen.impl;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.IHyracksJobBuilder;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.api.job.IJobletEventListenerFactory;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class PlanCompiler {
+    private JobGenContext context;
+    private Map<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> operatorVisitedToParents = new HashMap<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>>();
+
+    public PlanCompiler(JobGenContext context) {
+        this.context = context;
+    }
+
+    public JobGenContext getContext() {
+        return context;
+    }
+
+    public JobSpecification compilePlan(ILogicalPlan plan, IOperatorSchema outerPlanSchema,
+            IJobletEventListenerFactory jobEventListenerFactory) throws AlgebricksException {
+        JobSpecification spec = new JobSpecification(context.getFrameSize());
+        if (jobEventListenerFactory != null) {
+            spec.setJobletEventListenerFactory(jobEventListenerFactory);
+        }
+        List<ILogicalOperator> rootOps = new ArrayList<ILogicalOperator>();
+        IHyracksJobBuilder builder = new JobBuilder(spec, context.getClusterLocations());
+        for (Mutable<ILogicalOperator> opRef : plan.getRoots()) {
+            compileOpRef(opRef, spec, builder, outerPlanSchema);
+            rootOps.add(opRef.getValue());
+        }
+        reviseEdges(builder);
+        operatorVisitedToParents.clear();
+        builder.buildSpec(rootOps);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        // Do not do activity cluster planning because it is slow on large clusters
+        spec.setUseConnectorPolicyForScheduling(false);
+        return spec;
+    }
+
+    private void compileOpRef(Mutable<ILogicalOperator> opRef, IOperatorDescriptorRegistry spec,
+            IHyracksJobBuilder builder, IOperatorSchema outerPlanSchema) throws AlgebricksException {
+        ILogicalOperator op = opRef.getValue();
+        int n = op.getInputs().size();
+        IOperatorSchema[] schemas = new IOperatorSchema[n];
+        int i = 0;
+        for (Mutable<ILogicalOperator> opChild : op.getInputs()) {
+            List<Mutable<ILogicalOperator>> parents = operatorVisitedToParents.get(opChild);
+            if (parents == null) {
+                parents = new ArrayList<Mutable<ILogicalOperator>>();
+                operatorVisitedToParents.put(opChild, parents);
+                parents.add(opRef);
+                compileOpRef(opChild, spec, builder, outerPlanSchema);
+                schemas[i++] = context.getSchema(opChild.getValue());
+            } else {
+                if (!parents.contains(opRef))
+                    parents.add(opRef);
+                schemas[i++] = context.getSchema(opChild.getValue());
+                continue;
+            }
+        }
+
+        IOperatorSchema opSchema = new OperatorSchemaImpl();
+        context.putSchema(op, opSchema);
+        op.getVariablePropagationPolicy().propagateVariables(opSchema, schemas);
+        op.contributeRuntimeOperator(builder, context, opSchema, schemas, outerPlanSchema);
+    }
+
+    private void reviseEdges(IHyracksJobBuilder builder) {
+        /**
+         * revise the edges for the case of replicate operator
+         */
+        for (Entry<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> entry : operatorVisitedToParents
+                .entrySet()) {
+            Mutable<ILogicalOperator> child = entry.getKey();
+            List<Mutable<ILogicalOperator>> parents = entry.getValue();
+            if (parents.size() > 1) {
+                if (child.getValue().getOperatorTag() == LogicalOperatorTag.REPLICATE) {
+                    ReplicateOperator rop = (ReplicateOperator) child.getValue();
+                    if (rop.isBlocker()) {
+                        // make the order of the graph edges consistent with the order of rop's outputs
+                        List<Mutable<ILogicalOperator>> outputs = rop.getOutputs();
+                        for (Mutable<ILogicalOperator> parent : parents) {
+                            builder.contributeGraphEdge(child.getValue(), outputs.indexOf(parent), parent.getValue(), 0);
+                        }
+                    } else {
+                        int i = 0;
+                        for (Mutable<ILogicalOperator> parent : parents) {
+                            builder.contributeGraphEdge(child.getValue(), i, parent.getValue(), 0);
+                            i++;
+                        }
+                    }
+                }
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AbstractRuleController.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AbstractRuleController.java
new file mode 100644
index 0000000..5adb566
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AbstractRuleController.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import java.util.Collection;
+import java.util.logging.Level;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public abstract class AbstractRuleController {
+
+    protected IOptimizationContext context;
+
+    public AbstractRuleController() {
+    }
+
+    public void setContext(IOptimizationContext context) {
+        this.context = context;
+    }
+
+    /**
+     * Each rewriting strategy may differ in the
+     *
+     * @param root
+     * @param ruleClasses
+     * @return true iff one of the rules in the collection fired
+     */
+    public abstract boolean rewriteWithRuleCollection(Mutable<ILogicalOperator> root,
+            Collection<IAlgebraicRewriteRule> rules) throws AlgebricksException;
+
+    /**
+     * @param opRef
+     * @param rule
+     * @return true if any rewrite was fired, either on opRef or any operator
+     *         under it.
+     */
+    protected boolean rewriteOperatorRef(Mutable<ILogicalOperator> opRef, IAlgebraicRewriteRule rule)
+            throws AlgebricksException {
+        return rewriteOperatorRef(opRef, rule, true, false);
+    }
+
+    private String getPlanString(Mutable<ILogicalOperator> opRef) throws AlgebricksException {
+        if (AlgebricksConfig.ALGEBRICKS_LOGGER.isLoggable(Level.FINE)) {
+            StringBuilder sb = new StringBuilder();
+            LogicalOperatorPrettyPrintVisitor pvisitor = context.getPrettyPrintVisitor();
+            PlanPrettyPrinter.printOperator((AbstractLogicalOperator) opRef.getValue(), sb, pvisitor, 0);
+            return sb.toString();
+        }
+        return null;
+    }
+
+    private void printRuleApplication(IAlgebraicRewriteRule rule, String beforePlan, String afterPlan)
+            throws AlgebricksException {
+        if (AlgebricksConfig.ALGEBRICKS_LOGGER.isLoggable(Level.FINE)) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine(">>>> Rule " + rule.getClass() + " fired.\n");
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine(">>>> Before plan\n" + beforePlan + "\n");
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine(">>>> After plan\n" + afterPlan + "\n");
+        }
+    }
+
+    protected boolean rewriteOperatorRef(Mutable<ILogicalOperator> opRef, IAlgebraicRewriteRule rule,
+            boolean enterNestedPlans, boolean fullDFS) throws AlgebricksException {
+
+        String preBeforePlan = getPlanString(opRef);
+        if (rule.rewritePre(opRef, context)) {
+            String preAfterPlan = getPlanString(opRef);
+            printRuleApplication(rule, preBeforePlan, preAfterPlan);
+            return true;
+        }
+        boolean rewritten = false;
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        for (Mutable<ILogicalOperator> inp : op.getInputs()) {
+            if (rewriteOperatorRef(inp, rule, enterNestedPlans, fullDFS)) {
+                rewritten = true;
+                if (!fullDFS) {
+                    break;
+                }
+            }
+        }
+
+        if (op.hasNestedPlans() && enterNestedPlans) {
+            AbstractOperatorWithNestedPlans o2 = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : o2.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    if (rewriteOperatorRef(r, rule, enterNestedPlans, fullDFS)) {
+                        rewritten = true;
+                        if (!fullDFS) {
+                            break;
+                        }
+                    }
+                }
+                if (rewritten && !fullDFS) {
+                    break;
+                }
+            }
+        }
+
+        String postBeforePlan = getPlanString(opRef);
+        if (rule.rewritePost(opRef, context)) {
+            String postAfterPlan = getPlanString(opRef);
+            printRuleApplication(rule, postBeforePlan, postAfterPlan);
+            return true;
+        }
+
+        return rewritten;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AlgebricksOptimizationContext.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AlgebricksOptimizationContext.java
new file mode 100644
index 0000000..154f4a1
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/AlgebricksOptimizationContext.java
@@ -0,0 +1,333 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableEvalSizeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.properties.DefaultNodeGroupDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILogicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+
+@SuppressWarnings({ "unchecked", "rawtypes" })
+public class AlgebricksOptimizationContext implements IOptimizationContext {
+
+    private int varCounter;
+    private final IExpressionEvalSizeComputer expressionEvalSizeComputer;
+    private final IMergeAggregationExpressionFactory mergeAggregationExpressionFactory;
+    private final PhysicalOptimizationConfig physicalOptimizationConfig;
+    private final IVariableEvalSizeEnvironment varEvalSizeEnv = new IVariableEvalSizeEnvironment() {
+
+        Map<LogicalVariable, Integer> varSizeMap = new HashMap<LogicalVariable, Integer>();
+
+        @Override
+        public void setVariableEvalSize(LogicalVariable var, int size) {
+            varSizeMap.put(var, size);
+        }
+
+        @Override
+        public int getVariableEvalSize(LogicalVariable var) {
+            return varSizeMap.get(var);
+        }
+    };
+
+    private Map<ILogicalOperator, IVariableTypeEnvironment> typeEnvMap = new HashMap<ILogicalOperator, IVariableTypeEnvironment>();
+
+    private Map<ILogicalOperator, HashSet<ILogicalOperator>> alreadyCompared = new HashMap<ILogicalOperator, HashSet<ILogicalOperator>>();
+    private Map<IAlgebraicRewriteRule, HashSet<ILogicalOperator>> dontApply = new HashMap<IAlgebraicRewriteRule, HashSet<ILogicalOperator>>();
+    private Map<LogicalVariable, FunctionalDependency> varToPrimaryKey = new HashMap<LogicalVariable, FunctionalDependency>();
+
+    private IMetadataProvider metadataProvider;
+    private HashSet<LogicalVariable> notToBeInlinedVars = new HashSet<LogicalVariable>();
+
+    protected final Map<ILogicalOperator, List<FunctionalDependency>> fdGlobalMap = new HashMap<ILogicalOperator, List<FunctionalDependency>>();
+    protected final Map<ILogicalOperator, Map<LogicalVariable, EquivalenceClass>> eqClassGlobalMap = new HashMap<ILogicalOperator, Map<LogicalVariable, EquivalenceClass>>();
+
+    protected final Map<ILogicalOperator, ILogicalPropertiesVector> logicalProps = new HashMap<ILogicalOperator, ILogicalPropertiesVector>();
+    private final IExpressionTypeComputer expressionTypeComputer;
+    private final INullableTypeComputer nullableTypeComputer;
+    private final INodeDomain defaultNodeDomain;
+    private final LogicalOperatorPrettyPrintVisitor prettyPrintVisitor;
+
+    public AlgebricksOptimizationContext(int varCounter, IExpressionEvalSizeComputer expressionEvalSizeComputer,
+            IMergeAggregationExpressionFactory mergeAggregationExpressionFactory,
+            IExpressionTypeComputer expressionTypeComputer, INullableTypeComputer nullableTypeComputer,
+            PhysicalOptimizationConfig physicalOptimizationConfig, AlgebricksPartitionConstraint clusterLocations) {
+        this(varCounter, expressionEvalSizeComputer, mergeAggregationExpressionFactory, expressionTypeComputer,
+                nullableTypeComputer, physicalOptimizationConfig, clusterLocations,
+                new LogicalOperatorPrettyPrintVisitor());
+    }
+
+    public AlgebricksOptimizationContext(int varCounter, IExpressionEvalSizeComputer expressionEvalSizeComputer,
+            IMergeAggregationExpressionFactory mergeAggregationExpressionFactory,
+            IExpressionTypeComputer expressionTypeComputer, INullableTypeComputer nullableTypeComputer,
+            PhysicalOptimizationConfig physicalOptimizationConfig, AlgebricksPartitionConstraint clusterLocations,
+            LogicalOperatorPrettyPrintVisitor prettyPrintVisitor) {
+        this.varCounter = varCounter;
+        this.expressionEvalSizeComputer = expressionEvalSizeComputer;
+        this.mergeAggregationExpressionFactory = mergeAggregationExpressionFactory;
+        this.expressionTypeComputer = expressionTypeComputer;
+        this.nullableTypeComputer = nullableTypeComputer;
+        this.physicalOptimizationConfig = physicalOptimizationConfig;
+        this.defaultNodeDomain = new DefaultNodeGroupDomain(clusterLocations);
+        this.prettyPrintVisitor = prettyPrintVisitor;
+    }
+
+    @Override
+    public int getVarCounter() {
+        return varCounter;
+    }
+
+    @Override
+    public void setVarCounter(int varCounter) {
+        this.varCounter = varCounter;
+    }
+
+    @Override
+    public LogicalVariable newVar() {
+        varCounter++;
+        LogicalVariable var = new LogicalVariable(varCounter);
+        return var;
+    }
+
+    @Override
+    public IMetadataProvider getMetadataProvider() {
+        return metadataProvider;
+    }
+
+    @Override
+    public void setMetadataDeclarations(IMetadataProvider<?, ?> metadataProvider) {
+        this.metadataProvider = metadataProvider;
+    }
+
+    @Override
+    public boolean checkIfInDontApplySet(IAlgebraicRewriteRule rule, ILogicalOperator op) {
+        HashSet<ILogicalOperator> operators = dontApply.get(rule);
+        if (operators == null) {
+            return false;
+        } else {
+            return operators.contains(op);
+        }
+    }
+
+    @Override
+    public void addToDontApplySet(IAlgebraicRewriteRule rule, ILogicalOperator op) {
+        HashSet<ILogicalOperator> operators = dontApply.get(rule);
+        if (operators == null) {
+            HashSet<ILogicalOperator> os = new HashSet<ILogicalOperator>();
+            os.add(op);
+            dontApply.put(rule, os);
+        } else {
+            operators.add(op);
+        }
+
+    }
+
+    /*
+     * returns true if op1 and op2 have already been compared
+     */
+    @Override
+    public boolean checkAndAddToAlreadyCompared(ILogicalOperator op1, ILogicalOperator op2) {
+        HashSet<ILogicalOperator> ops = alreadyCompared.get(op1);
+        if (ops == null) {
+            HashSet<ILogicalOperator> newEntry = new HashSet<ILogicalOperator>();
+            newEntry.add(op2);
+            alreadyCompared.put(op1, newEntry);
+            return false;
+        } else {
+            if (ops.contains(op2)) {
+                return true;
+            } else {
+                ops.add(op2);
+                return false;
+            }
+        }
+    }
+
+    @Override
+    public void removeFromAlreadyCompared(ILogicalOperator op1) {
+        alreadyCompared.remove(op1);
+    }
+
+    @Override
+    public void addNotToBeInlinedVar(LogicalVariable var) {
+        notToBeInlinedVars.add(var);
+    }
+
+    @Override
+    public boolean shouldNotBeInlined(LogicalVariable var) {
+        return notToBeInlinedVars.contains(var);
+    }
+
+    @Override
+    public void addPrimaryKey(FunctionalDependency pk) {
+        for (LogicalVariable var : pk.getTail()) {
+            varToPrimaryKey.put(var, pk);
+        }
+    }
+
+    @Override
+    public List<LogicalVariable> findPrimaryKey(LogicalVariable recordVar) {
+        FunctionalDependency fd = varToPrimaryKey.get(recordVar);
+        if (fd == null) {
+            return null;
+        }
+        return new ArrayList<LogicalVariable>(fd.getHead());
+    }
+
+    @Override
+    public Map<LogicalVariable, EquivalenceClass> getEquivalenceClassMap(ILogicalOperator op) {
+        return eqClassGlobalMap.get(op);
+    }
+
+    @Override
+    public List<FunctionalDependency> getFDList(ILogicalOperator op) {
+        return fdGlobalMap.get(op);
+    }
+
+    @Override
+    public void putEquivalenceClassMap(ILogicalOperator op, Map<LogicalVariable, EquivalenceClass> eqClassMap) {
+        this.eqClassGlobalMap.put(op, eqClassMap);
+    }
+
+    @Override
+    public void putFDList(ILogicalOperator op, List<FunctionalDependency> fdList) {
+        this.fdGlobalMap.put(op, fdList);
+    }
+
+    @Override
+    public void clearAllFDAndEquivalenceClasses() {
+        eqClassGlobalMap.clear();
+        fdGlobalMap.clear();
+    }
+
+    @Override
+    public ILogicalPropertiesVector getLogicalPropertiesVector(ILogicalOperator op) {
+        return logicalProps.get(op);
+    }
+
+    @Override
+    public void putLogicalPropertiesVector(ILogicalOperator op, ILogicalPropertiesVector v) {
+        logicalProps.put(op, v);
+    }
+
+    @Override
+    public IExpressionEvalSizeComputer getExpressionEvalSizeComputer() {
+        return expressionEvalSizeComputer;
+    }
+
+    @Override
+    public IVariableEvalSizeEnvironment getVariableEvalSizeEnvironment() {
+        return varEvalSizeEnv;
+    }
+
+    @Override
+    public IMergeAggregationExpressionFactory getMergeAggregationExpressionFactory() {
+        return mergeAggregationExpressionFactory;
+    }
+
+    @Override
+    public PhysicalOptimizationConfig getPhysicalOptimizationConfig() {
+        return physicalOptimizationConfig;
+    }
+
+    @Override
+    public IVariableTypeEnvironment getOutputTypeEnvironment(ILogicalOperator op) {
+        return typeEnvMap.get(op);
+    }
+
+    @Override
+    public void setOutputTypeEnvironment(ILogicalOperator op, IVariableTypeEnvironment env) {
+        typeEnvMap.put(op, env);
+    }
+
+    @Override
+    public IExpressionTypeComputer getExpressionTypeComputer() {
+        return expressionTypeComputer;
+    }
+
+    @Override
+    public INullableTypeComputer getNullableTypeComputer() {
+        return nullableTypeComputer;
+    }
+
+    @Override
+    public void invalidateTypeEnvironmentForOperator(ILogicalOperator op) {
+        typeEnvMap.put(op, null);
+    }
+
+    @Override
+    public void computeAndSetTypeEnvironmentForOperator(ILogicalOperator op) throws AlgebricksException {
+        setOutputTypeEnvironment(op, op.computeOutputTypeEnvironment(this));
+    }
+
+    @Override
+    public void updatePrimaryKeys(Map<LogicalVariable, LogicalVariable> mappedVars) {
+        for (Map.Entry<LogicalVariable, FunctionalDependency> me : varToPrimaryKey.entrySet()) {
+            FunctionalDependency fd = me.getValue();
+            List<LogicalVariable> hd = new ArrayList<LogicalVariable>();
+            for (LogicalVariable v : fd.getHead()) {
+                LogicalVariable v2 = mappedVars.get(v);
+                if (v2 == null) {
+                    hd.add(v);
+                } else {
+                    hd.add(v2);
+                }
+            }
+            List<LogicalVariable> tl = new ArrayList<LogicalVariable>();
+            for (LogicalVariable v : fd.getTail()) {
+                LogicalVariable v2 = mappedVars.get(v);
+                if (v2 == null) {
+                    tl.add(v);
+                } else {
+                    tl.add(v2);
+                }
+            }
+            me.setValue(new FunctionalDependency(hd, tl));
+        }
+    }
+
+    @Override
+    public INodeDomain getComputationNodeDomain() {
+        return defaultNodeDomain;
+    }
+
+    @Override
+    public LogicalOperatorPrettyPrintVisitor getPrettyPrintVisitor() {
+        return prettyPrintVisitor;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/HeuristicOptimizer.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/HeuristicOptimizer.java
new file mode 100644
index 0000000..2a28d2e
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/HeuristicOptimizer.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public class HeuristicOptimizer {
+
+    public static PhysicalOperatorTag[] hyracksOperators = new PhysicalOperatorTag[] {
+            PhysicalOperatorTag.DATASOURCE_SCAN, PhysicalOperatorTag.BTREE_SEARCH,
+            PhysicalOperatorTag.EXTERNAL_GROUP_BY, PhysicalOperatorTag.HASH_GROUP_BY, PhysicalOperatorTag.HDFS_READER,
+            PhysicalOperatorTag.HYBRID_HASH_JOIN, PhysicalOperatorTag.IN_MEMORY_HASH_JOIN,
+            PhysicalOperatorTag.NESTED_LOOP, PhysicalOperatorTag.PRE_SORTED_DISTINCT_BY,
+            PhysicalOperatorTag.PRE_CLUSTERED_GROUP_BY, PhysicalOperatorTag.SPLIT, PhysicalOperatorTag.STABLE_SORT,
+            PhysicalOperatorTag.UNION_ALL };
+    public static PhysicalOperatorTag[] hyraxOperatorsBelowWhichJobGenIsDisabled = new PhysicalOperatorTag[] {};
+
+    public static boolean isHyracksOp(PhysicalOperatorTag opTag) {
+        for (PhysicalOperatorTag t : hyracksOperators) {
+            if (t == opTag) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private IOptimizationContext context;
+    private List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> logicalRewrites;
+    private List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> physicalRewrites;
+    private ILogicalPlan plan;
+
+    public HeuristicOptimizer(ILogicalPlan plan,
+            List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> logicalRewrites,
+            List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> physicalRewrites,
+            IOptimizationContext context) {
+        this.plan = plan;
+        this.context = context;
+        this.logicalRewrites = logicalRewrites;
+        this.physicalRewrites = physicalRewrites;
+    }
+
+    public void optimize() throws AlgebricksException {
+        if (plan == null) {
+            return;
+        }
+        if (AlgebricksConfig.DEBUG) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Starting logical optimizations.\n");
+        }
+
+        StringBuilder sb = new StringBuilder();
+        PlanPrettyPrinter.printPlan(plan, sb, context.getPrettyPrintVisitor(), 0);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Logical Plan:\n" + sb.toString());
+        runOptimizationSets(plan, logicalRewrites);
+        computeSchemaBottomUpForPlan(plan);
+        runPhysicalOptimizations(plan, physicalRewrites);
+        StringBuilder sb2 = new StringBuilder();
+        PlanPrettyPrinter.printPlan(plan, sb2, context.getPrettyPrintVisitor(), 0);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.info("Optimized Plan:\n" + sb2.toString());
+    }
+
+    private void runOptimizationSets(ILogicalPlan plan,
+            List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> optimSet) throws AlgebricksException {
+        for (Pair<AbstractRuleController, List<IAlgebraicRewriteRule>> ruleList : optimSet) {
+            for (Mutable<ILogicalOperator> r : plan.getRoots()) {
+                ruleList.first.setContext(context);
+                ruleList.first.rewriteWithRuleCollection(r, ruleList.second);
+            }
+        }
+    }
+
+    private static void computeSchemaBottomUpForPlan(ILogicalPlan p) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> r : p.getRoots()) {
+            computeSchemaBottomUpForOp((AbstractLogicalOperator) r.getValue());
+        }
+    }
+
+    private static void computeSchemaBottomUpForOp(AbstractLogicalOperator op) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            computeSchemaBottomUpForOp((AbstractLogicalOperator) i.getValue());
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans a = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : a.getNestedPlans()) {
+                computeSchemaBottomUpForPlan(p);
+            }
+        }
+        op.recomputeSchema();
+    }
+
+    private void runPhysicalOptimizations(ILogicalPlan plan,
+            List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> physicalRewrites)
+            throws AlgebricksException {
+        if (AlgebricksConfig.DEBUG) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Starting physical optimizations.\n");
+        }
+        // PhysicalOptimizationsUtil.computeFDsAndEquivalenceClasses(plan);
+        runOptimizationSets(plan, physicalRewrites);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IAlgebraicRewriteRule.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IAlgebraicRewriteRule.java
new file mode 100644
index 0000000..128c372
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IAlgebraicRewriteRule.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+
+public interface IAlgebraicRewriteRule {
+
+    /**
+     * This method is invoked in pre-order traversal of a query plan.
+     *
+     * @param opRef,
+     *            the reference of the current operator to look at,
+     * @param context
+     *            the optimization context
+     * @return true if any change is introduced to the query plan; false otherwise.
+     * @throws AlgebricksException
+     */
+    public default boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    /**
+     * This method is invoked in the post-order traversal of a query plan.
+     *
+     * @param opRef,
+     *            the reference of the current operator to look at,
+     * @param context
+     *            the optimization context
+     * @return true if any change is introduced to the query plan; false otherwise.
+     * @throws AlgebricksException
+     */
+    public default boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IOptimizationContextFactory.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IOptimizationContextFactory.java
new file mode 100644
index 0000000..ce77942
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/IOptimizationContextFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionEvalSizeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.INullableTypeComputer;
+
+public interface IOptimizationContextFactory {
+    public IOptimizationContext createOptimizationContext(int varCounter,
+            IExpressionEvalSizeComputer expressionEvalSizeComputer,
+            IMergeAggregationExpressionFactory mergeAggregationExpressionFactory,
+            IExpressionTypeComputer expressionTypeComputer, INullableTypeComputer nullableTypeComputer,
+            PhysicalOptimizationConfig physicalOptimizationConfig, AlgebricksPartitionConstraint clusterLocations);
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java
new file mode 100644
index 0000000..f0f858d
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/rewriter/base/PhysicalOptimizationConfig.java
@@ -0,0 +1,160 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.rewriter.base;
+
+import java.util.Properties;
+
+public class PhysicalOptimizationConfig {
+    private static final int MB = 1048576;
+
+    private static final String FRAMESIZE = "FRAMESIZE";
+    private static final String MAX_FRAMES_EXTERNAL_SORT = "MAX_FRAMES_EXTERNAL_SORT";
+    private static final String MAX_FRAMES_EXTERNAL_GROUP_BY = "MAX_FRAMES_EXTERNAL_GROUP_BY";
+    private static final String MAX_FRAMES_LEFT_INPUT_HYBRID_HASH = "MAX_FRAMES_LEFT_INPUT_HYBRID_HASH";
+    private static final String MAX_FRAMES_HYBRID_HASH = "MAX_FRAMES_HYBRID_HASH";
+    private static final String FUDGE_FACTOR = "FUDGE_FACTOR";
+    private static final String MAX_RECORDS_PER_FRAME = "MAX_RECORDS_PER_FRAME";
+
+    private static final String DEFAULT_HASH_GROUP_TABLE_SIZE = "DEFAULT_HASH_GROUP_TABLE_SIZE";
+    private static final String DEFAULT_EXTERNAL_GROUP_TABLE_SIZE = "DEFAULT_EXTERNAL_GROUP_TABLE_SIZE";
+    private static final String DEFAULT_IN_MEM_HASH_JOIN_TABLE_SIZE = "DEFAULT_IN_MEM_HASH_JOIN_TABLE_SIZE";
+
+    private Properties properties = new Properties();
+
+    public PhysicalOptimizationConfig() {
+        int frameSize = 32768;
+        setInt(FRAMESIZE, frameSize);
+        setInt(MAX_FRAMES_EXTERNAL_SORT, (int) (((long) 32 * MB) / frameSize));
+        setInt(MAX_FRAMES_EXTERNAL_GROUP_BY, (int) (((long) 32 * MB) / frameSize));
+
+        // use http://www.rsok.com/~jrm/printprimes.html to find prime numbers
+        setInt(DEFAULT_HASH_GROUP_TABLE_SIZE, 10485767);
+        setInt(DEFAULT_EXTERNAL_GROUP_TABLE_SIZE, 10485767);
+        setInt(DEFAULT_IN_MEM_HASH_JOIN_TABLE_SIZE, 10485767);
+    }
+
+    public int getFrameSize() {
+        return getInt(FRAMESIZE, 32768);
+    }
+
+    public void setFrameSize(int frameSize) {
+        setInt(FRAMESIZE, frameSize);
+    }
+
+    public double getFudgeFactor() {
+        return getDouble(FUDGE_FACTOR, 1.3);
+    }
+
+    public void setFudgeFactor(double fudgeFactor) {
+        setDouble(FUDGE_FACTOR, fudgeFactor);
+    }
+
+    public int getMaxRecordsPerFrame() {
+        return getInt(MAX_RECORDS_PER_FRAME, 512);
+    }
+
+    public void setMaxRecordsPerFrame(int maxRecords) {
+        setInt(MAX_RECORDS_PER_FRAME, maxRecords);
+    }
+
+    public int getMaxFramesLeftInputHybridHash() {
+        int frameSize = getFrameSize();
+        return getInt(MAX_FRAMES_LEFT_INPUT_HYBRID_HASH, (int) (140L * 1024 * MB / frameSize));
+    }
+
+    public void setMaxFramesLeftInputHybridHash(int frameLimit) {
+        setInt(MAX_FRAMES_LEFT_INPUT_HYBRID_HASH, frameLimit);
+    }
+
+    public int getMaxFramesHybridHash() {
+        int frameSize = getFrameSize();
+        return getInt(MAX_FRAMES_HYBRID_HASH, (int) (64L * MB / frameSize));
+    }
+
+    public void setMaxFramesHybridHash(int frameLimit) {
+        setInt(MAX_FRAMES_HYBRID_HASH, frameLimit);
+    }
+
+    public int getMaxFramesExternalGroupBy() {
+        int frameSize = getFrameSize();
+        return getInt(MAX_FRAMES_EXTERNAL_GROUP_BY, (int) (((long) 256 * MB) / frameSize));
+    }
+
+    public void setMaxFramesExternalGroupBy(int frameLimit) {
+        setInt(MAX_FRAMES_EXTERNAL_GROUP_BY, frameLimit);
+    }
+
+    public int getMaxFramesExternalSort() {
+        int frameSize = getFrameSize();
+        return getInt(MAX_FRAMES_EXTERNAL_SORT, (int) (((long) 32 * MB) / frameSize));
+    }
+
+    public void setMaxFramesExternalSort(int frameLimit) {
+        setInt(MAX_FRAMES_EXTERNAL_SORT, frameLimit);
+    }
+
+    public int getHashGroupByTableSize() {
+        return getInt(DEFAULT_HASH_GROUP_TABLE_SIZE, 10485767);
+    }
+
+    public void setHashGroupByTableSize(int tableSize) {
+        setInt(DEFAULT_HASH_GROUP_TABLE_SIZE, tableSize);
+    }
+
+    public int getExternalGroupByTableSize() {
+        return getInt(DEFAULT_EXTERNAL_GROUP_TABLE_SIZE, 10485767);
+    }
+
+    public void setExternalGroupByTableSize(int tableSize) {
+        setInt(DEFAULT_EXTERNAL_GROUP_TABLE_SIZE, tableSize);
+    }
+
+    public int getInMemHashJoinTableSize() {
+        return getInt(DEFAULT_IN_MEM_HASH_JOIN_TABLE_SIZE, 10485767);
+    }
+
+    public void setInMemHashJoinTableSize(int tableSize) {
+        setInt(DEFAULT_IN_MEM_HASH_JOIN_TABLE_SIZE, tableSize);
+    }
+
+    private void setInt(String property, int value) {
+        properties.setProperty(property, Integer.toString(value));
+    }
+
+    private int getInt(String property, int defaultValue) {
+        String value = properties.getProperty(property);
+        if (value == null)
+            return defaultValue;
+        else
+            return Integer.parseInt(value);
+    }
+
+    private void setDouble(String property, double value) {
+        properties.setProperty(property, Double.toString(value));
+    }
+
+    private double getDouble(String property, double defaultValue) {
+        String value = properties.getProperty(property);
+        if (value == null)
+            return defaultValue;
+        else
+            return Double.parseDouble(value);
+    }
+
+}
diff --git a/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/Substitution.java b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/Substitution.java
new file mode 100644
index 0000000..4495314
--- /dev/null
+++ b/algebricks/algebricks-core/src/main/java/org/apache/hyracks/algebricks/core/utils/Substitution.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.core.utils;
+
+public class Substitution<T> {
+    public T substituted;
+    public T substitutedWith;
+
+    public Substitution(T substituted, T substitutedWith) {
+        this.substituted = substituted;
+        this.substitutedWith = substitutedWith;
+    }
+}
diff --git a/algebricks/algebricks-data/pom.xml b/algebricks/algebricks-data/pom.xml
new file mode 100644
index 0000000..2f08ec9
--- /dev/null
+++ b/algebricks/algebricks-data/pom.xml
@@ -0,0 +1,56 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-data</artifactId>
+  <name>algebricks-data</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-common</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-data-std</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriter.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriter.java
new file mode 100644
index 0000000..72626ca
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriter.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IAWriter {
+
+    void init() throws HyracksDataException;
+
+    void printTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriterFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriterFactory.java
new file mode 100644
index 0000000..4c5dd86
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IAWriterFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.PrintStream;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public interface IAWriterFactory extends Serializable {
+    public IAWriter createWriter(int[] fields, PrintStream ps, IPrinterFactory[] printerFactories,
+            RecordDescriptor inputRecordDescriptor);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspector.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspector.java
new file mode 100644
index 0000000..24a5e21
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspector.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+public interface IBinaryBooleanInspector {
+    public boolean getBooleanValue(byte[] bytes, int offset, int length);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspectorFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspectorFactory.java
new file mode 100644
index 0000000..aff49f3
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryBooleanInspectorFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IBinaryBooleanInspectorFactory extends Serializable {
+    public IBinaryBooleanInspector createBinaryBooleanInspector(IHyracksTaskContext ctx);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryComparatorFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryComparatorFactoryProvider.java
new file mode 100644
index 0000000..bdeb018
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryComparatorFactoryProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public interface IBinaryComparatorFactoryProvider {
+    public IBinaryComparatorFactory getBinaryComparatorFactory(Object type, boolean ascending)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFactoryProvider.java
new file mode 100644
index 0000000..d853f83
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFactoryProvider.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public interface IBinaryHashFunctionFactoryProvider {
+    public IBinaryHashFunctionFactory getBinaryHashFunctionFactory(Object type) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFamilyProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFamilyProvider.java
new file mode 100644
index 0000000..c6b2e6b
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryHashFunctionFamilyProvider.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+
+public interface IBinaryHashFunctionFamilyProvider {
+
+	public IBinaryHashFunctionFamily getBinaryHashFunctionFamily(Object type)
+			throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspector.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspector.java
new file mode 100644
index 0000000..089619a
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspector.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IBinaryIntegerInspector {
+    public int getIntegerValue(byte[] bytes, int offset, int length) throws HyracksDataException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspectorFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspectorFactory.java
new file mode 100644
index 0000000..425fd21
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IBinaryIntegerInspectorFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IBinaryIntegerInspectorFactory extends Serializable {
+    public IBinaryIntegerInspector createBinaryIntegerInspector(IHyracksTaskContext ctx);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ILinearizeComparatorFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ILinearizeComparatorFactoryProvider.java
new file mode 100644
index 0000000..66ae5ab
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ILinearizeComparatorFactoryProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public interface ILinearizeComparatorFactoryProvider {
+    public ILinearizeComparatorFactory getLinearizeComparatorFactory(Object type, boolean ascending, int dimension)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/INormalizedKeyComputerFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/INormalizedKeyComputerFactoryProvider.java
new file mode 100644
index 0000000..ef2c0c7
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/INormalizedKeyComputerFactoryProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+
+public interface INormalizedKeyComputerFactoryProvider {
+    public INormalizedKeyComputerFactory getNormalizedKeyComputerFactory(Object type, boolean ascending);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinter.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinter.java
new file mode 100644
index 0000000..99161eb
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinter.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.PrintStream;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IPrinter {
+    void init() throws HyracksDataException;
+
+    void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactory.java
new file mode 100644
index 0000000..6a4177c
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.Serializable;
+
+public interface IPrinterFactory extends Serializable {
+    public IPrinter createPrinter();
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactoryProvider.java
new file mode 100644
index 0000000..d428bb0
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IPrinterFactoryProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IPrinterFactoryProvider {
+    IPrinterFactory getPrinterFactory(Object type) throws HyracksDataException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IResultSerializerFactoryProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..7525180
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/IResultSerializerFactoryProvider.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.value.IResultSerializerFactory;
+
+public interface IResultSerializerFactoryProvider extends Serializable {
+    /**
+     * Returns a result serializer factory
+     *
+     * @param fields
+     *            - A position of the fields in the order it should be written in the output.
+     * @param printerFactories
+     *            - A printer factory array to print the tuple containing different fields.
+     * @param writerFactory
+     *            - A writer factory to write the serialized data to the print stream.
+     * @param inputRecordDesc
+     *            - The record descriptor describing the input frame to be serialized.
+     * @return A new instance of result serialized appender.
+     */
+    public IResultSerializerFactory getAqlResultSerializerFactoryProvider(int[] fields,
+            IPrinterFactory[] printerFactories, IAWriterFactory writerFactory);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ISerializerDeserializerProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ISerializerDeserializerProvider.java
new file mode 100644
index 0000000..c54cdb2
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ISerializerDeserializerProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+
+public interface ISerializerDeserializerProvider {
+    @SuppressWarnings("unchecked")
+    public ISerializerDeserializer getSerializerDeserializer(Object type) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ITypeTraitProvider.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ITypeTraitProvider.java
new file mode 100644
index 0000000..3bac25d
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/ITypeTraitProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+
+public interface ITypeTraitProvider {
+    public ITypeTraits getTypeTrait(Object type);
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryBooleanInspectorImpl.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryBooleanInspectorImpl.java
new file mode 100644
index 0000000..65768dd
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryBooleanInspectorImpl.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.impl;
+
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspector;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public class BinaryBooleanInspectorImpl implements IBinaryBooleanInspector {
+    public static final IBinaryBooleanInspectorFactory FACTORY = new IBinaryBooleanInspectorFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IBinaryBooleanInspector createBinaryBooleanInspector(IHyracksTaskContext ctx) {
+            return new BinaryBooleanInspectorImpl();
+        }
+    };
+
+    private BinaryBooleanInspectorImpl() {
+    }
+
+    @Override
+    public boolean getBooleanValue(byte[] bytes, int offset, int length) {
+        return bytes[offset] == 1;
+    }
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryIntegerInspectorImpl.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryIntegerInspectorImpl.java
new file mode 100644
index 0000000..b63a574
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/BinaryIntegerInspectorImpl.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.impl;
+
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspector;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+
+public class BinaryIntegerInspectorImpl implements IBinaryIntegerInspector {
+    public static final IBinaryIntegerInspectorFactory FACTORY = new IBinaryIntegerInspectorFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IBinaryIntegerInspector createBinaryIntegerInspector(IHyracksTaskContext ctx) {
+            return new BinaryIntegerInspectorImpl();
+        }
+    };
+
+    private BinaryIntegerInspectorImpl() {
+    }
+
+    @Override
+    public int getIntegerValue(byte[] bytes, int offset, int length) {
+        return IntegerPointable.getInteger(bytes, offset);
+    }
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/IntegerPrinterFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/IntegerPrinterFactory.java
new file mode 100644
index 0000000..9c49516
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/IntegerPrinterFactory.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.impl;
+
+import java.io.IOException;
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.utils.WriteValueTools;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+
+public class IntegerPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static final IntegerPrinterFactory INSTANCE = new IntegerPrinterFactory();
+
+    private IntegerPrinterFactory() {
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        return new IPrinter() {
+
+            @Override
+            public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                int d = IntegerPointable.getInteger(b, s);
+                try {
+                    WriteValueTools.writeInt(d, ps);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void init() {
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/NoopNullWriterFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/NoopNullWriterFactory.java
new file mode 100644
index 0000000..841891a
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/NoopNullWriterFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.impl;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class NoopNullWriterFactory implements INullWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static final NoopNullWriterFactory INSTANCE = new NoopNullWriterFactory();
+
+    private NoopNullWriterFactory() {
+    }
+
+    @Override
+    public INullWriter createNullWriter() {
+
+        return new INullWriter() {
+
+            @Override
+            public void writeNull(DataOutput out) throws HyracksDataException {
+                // do nothing
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/UTF8StringPrinterFactory.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/UTF8StringPrinterFactory.java
new file mode 100644
index 0000000..78f10d1
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/impl/UTF8StringPrinterFactory.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.impl;
+
+import java.io.IOException;
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class UTF8StringPrinterFactory implements IPrinterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final UTF8StringPrinterFactory INSTANCE = new UTF8StringPrinterFactory();
+
+    private UTF8StringPrinterFactory() {
+    }
+
+    @Override
+    public IPrinter createPrinter() {
+        return new IPrinter() {
+
+            @Override
+            public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                try {
+                    UTF8StringUtil.printUTF8StringWithQuotes(b, s, l, ps);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void init() throws HyracksDataException {
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/utils/WriteValueTools.java b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/utils/WriteValueTools.java
new file mode 100644
index 0000000..97e7d95
--- /dev/null
+++ b/algebricks/algebricks-data/src/main/java/org/apache/hyracks/algebricks/data/utils/WriteValueTools.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.data.utils;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.PrintStream;
+
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public final class WriteValueTools {
+
+    private final static int[] INT_INTERVALS = { 9, 99, 999, 9999, 99999, 999999, 9999999, 99999999, 999999999,
+            Integer.MAX_VALUE };
+    private final static int[] INT_DIVIDERS = { 10, 100, 1000, 10000, 100000, 1000000, 10000000, 100000000,
+            1000000000 };
+    private final static int[] DIGITS = { '0', '1', '2', '3', '4', '5', '6', '7', '8', '9' };
+
+    public static void writeInt(int i, OutputStream os) throws IOException {
+        if (i < 0) {
+            if (i == Integer.MIN_VALUE) {
+                os.write("-2147483648".getBytes());
+                return;
+            }
+            os.write('-');
+            i = -i;
+        }
+        int k = 0;
+        for (; k < INT_INTERVALS.length; k++) {
+            if (i <= INT_INTERVALS[k]) {
+                break;
+            }
+        }
+        while (k > 0) {
+            int q = i / INT_DIVIDERS[k - 1];
+            os.write(DIGITS[q % 10]);
+            k--;
+        }
+        // now, print the units
+        os.write(DIGITS[i % 10]);
+    }
+
+    public static void writeLong(long d, OutputStream os) throws IOException {
+        // now, print the units
+        if (d < 0) {
+            if (d == Long.MIN_VALUE) {
+                os.write("-9223372036854775808".getBytes());
+                return;
+            }
+            os.write('-');
+            d = -d;
+        }
+        long divisor = 1000000000000000000L;
+        while (divisor > d) {
+            divisor = divisor / 10;
+        }
+        while (divisor > 1) {
+            os.write(DIGITS[(int) ((d / divisor) % 10)]);
+            divisor = divisor / 10;
+        }
+        os.write(DIGITS[(int) (d % 10)]);
+    }
+
+    public static void writeUTF8StringWithQuotes(String string, OutputStream ps) throws IOException {
+        UTF8StringUtil.printUTF8StringWithQuotes(string, ps);
+    }
+
+    public static void writeUTF8StringNoQuotes(String string, OutputStream ps) throws IOException {
+        UTF8StringUtil.printUTF8StringNoQuotes(string, ps);
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/pom.xml b/algebricks/algebricks-examples/piglet-example/pom.xml
new file mode 100644
index 0000000..d87c17e
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/pom.xml
@@ -0,0 +1,125 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>piglet-example</artifactId>
+  <name>piglet-example</name>
+ <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks-examples</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>javacc-maven-plugin</artifactId>
+        <version>2.6</version>
+        <executions>
+          <execution>
+            <id>javacc</id>
+            <goals>
+              <goal>javacc</goal>
+            </goals>
+            <configuration>
+              <isStatic>false</isStatic>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>build-helper-maven-plugin</artifactId>
+        <version>1.10</version>
+        <executions>
+          <execution>
+            <id>add-source</id>
+            <phase>generate-sources</phase>
+            <goals>
+              <goal>add-source</goal>
+            </goals>
+            <configuration>
+              <sources>
+                <source>${project.build.directory}/generated-sources/javacc/</source>
+              </sources>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+    <pluginManagement>
+      <plugins>
+        <!--This plugin's configuration is used to store Eclipse m2e settings only. It has no influence on the Maven build itself.-->
+        <plugin>
+          <groupId>org.eclipse.m2e</groupId>
+          <artifactId>lifecycle-mapping</artifactId>
+          <version>1.0.0</version>
+          <configuration>
+            <lifecycleMappingMetadata>
+              <pluginExecutions>
+                <pluginExecution>
+                  <pluginExecutionFilter>
+                    <groupId>
+                      org.codehaus.mojo
+                    </groupId>
+                    <artifactId>
+                      javacc-maven-plugin
+                    </artifactId>
+                    <versionRange>
+                      [2.6,)
+                    </versionRange>
+                    <goals>
+                      <goal>javacc</goal>
+                    </goals>
+                  </pluginExecutionFilter>
+                  <action>
+                    <ignore />
+                  </action>
+                </pluginExecution>
+              </pluginExecutions>
+            </lifecycleMappingMetadata>
+          </configuration>
+        </plugin>
+      </plugins>
+    </pluginManagement>
+  </build>
+  <dependencies>
+    <dependency>
+      <!-- Dependency management inherited from top-level hyracks -->
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>algebricks-compiler</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+      <dependency>
+          <groupId>org.apache.hyracks</groupId>
+          <artifactId>hyracks-util</artifactId>
+          <version>0.2.18-SNAPSHOT</version>
+      </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ASTNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ASTNode.java
new file mode 100644
index 0000000..c303e99
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ASTNode.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public abstract class ASTNode {
+    public enum Tag {
+        ASSIGNMENT,
+        DUMP,
+        LOAD,
+        FILTER,
+
+        SCALAR_FUNCTION,
+        LITERAL,
+        FIELD_ACCESS,
+    }
+
+    public abstract Tag getTag();
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/AssignmentNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/AssignmentNode.java
new file mode 100644
index 0000000..8a99cb8
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/AssignmentNode.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public class AssignmentNode extends ASTNode {
+    private String alias;
+
+    private RelationNode relation;
+
+    public AssignmentNode(String alias, RelationNode relation) {
+        this.alias = alias;
+        this.relation = relation;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.ASSIGNMENT;
+    }
+
+    public String getAlias() {
+        return alias;
+    }
+
+    public RelationNode getRelation() {
+        return relation;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/DumpNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/DumpNode.java
new file mode 100644
index 0000000..66a229c
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/DumpNode.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public class DumpNode extends RelationNode {
+    private final String file;
+    private final String alias;
+
+    public DumpNode(String file, String alias) {
+        this.file = file;
+        this.alias = alias;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.DUMP;
+    }
+
+    public String getFile() {
+        return file;
+    }
+
+    public String getAlias() {
+        return alias;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ExpressionNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ExpressionNode.java
new file mode 100644
index 0000000..4470cd9
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ExpressionNode.java
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public abstract class ExpressionNode extends ASTNode {
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FieldAccessExpressionNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FieldAccessExpressionNode.java
new file mode 100644
index 0000000..cfd9bdd
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FieldAccessExpressionNode.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public class FieldAccessExpressionNode extends ExpressionNode {
+    private String relationName;
+
+    private String fieldName;
+
+    public FieldAccessExpressionNode(String relationName, String fieldName) {
+        this.relationName = relationName;
+        this.fieldName = fieldName;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.FIELD_ACCESS;
+    }
+
+    public String getRelationName() {
+        return relationName;
+    }
+
+    public String getFieldName() {
+        return fieldName;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FilterNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FilterNode.java
new file mode 100644
index 0000000..b77a6a9
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FilterNode.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public class FilterNode extends RelationNode {
+    private String alias;
+
+    private ExpressionNode expression;
+
+    public FilterNode(String alias, ExpressionNode expression) {
+        this.alias = alias;
+        this.expression = expression;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.FILTER;
+    }
+
+    public String getAlias() {
+        return alias;
+    }
+
+    public ExpressionNode getExpression() {
+        return expression;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FunctionTag.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FunctionTag.java
new file mode 100644
index 0000000..b63af9c
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/FunctionTag.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public enum FunctionTag {
+    BOOLEAN_AND,
+    BOOLEAN_OR,
+    BOOLEAN_NOT,
+
+    EQ,
+    NEQ,
+    LT,
+    LTE,
+    GT,
+    GTE,
+
+    ADD,
+    SUBTRACT,
+    MULTIPLY,
+    DIVIDE,
+    MOD,
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LiteralExpressionNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LiteralExpressionNode.java
new file mode 100644
index 0000000..d039145
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LiteralExpressionNode.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+
+public class LiteralExpressionNode extends ExpressionNode {
+    private String image;
+
+    private Type type;
+
+    public LiteralExpressionNode(String image, Type type) {
+        this.image = image;
+        this.type = type;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.LITERAL;
+    }
+
+    public String getImage() {
+        return image;
+    }
+
+    public Type getType() {
+        return type;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LoadNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LoadNode.java
new file mode 100644
index 0000000..6be1d9f
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/LoadNode.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+import org.apache.hyracks.algebricks.examples.piglet.types.Schema;
+
+public class LoadNode extends RelationNode {
+    private String dataFile;
+
+    private Schema schema;
+
+    public LoadNode(String dataFile, Schema schema) {
+        this.dataFile = dataFile;
+        this.schema = schema;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.LOAD;
+    }
+
+    public String getDataFile() {
+        return dataFile;
+    }
+
+    public Schema getSchema() {
+        return schema;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/RelationNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/RelationNode.java
new file mode 100644
index 0000000..f36da51
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/RelationNode.java
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+public abstract class RelationNode extends ASTNode {
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ScalarFunctionExpressionNode.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ScalarFunctionExpressionNode.java
new file mode 100644
index 0000000..e1dea89
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/ast/ScalarFunctionExpressionNode.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.ast;
+
+import java.util.List;
+
+public class ScalarFunctionExpressionNode extends ExpressionNode {
+    private FunctionTag fTag;
+
+    private String fName;
+
+    private List<ASTNode> arguments;
+
+    public ScalarFunctionExpressionNode(FunctionTag fTag, String fName, List<ASTNode> arguments) {
+        this.fTag = fTag;
+        this.fName = fName;
+        this.arguments = arguments;
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.SCALAR_FUNCTION;
+    }
+
+    public FunctionTag getFunctionTag() {
+        return fTag;
+    }
+
+    public String getFunctionName() {
+        return fName;
+    }
+
+    public List<ASTNode> getArguments() {
+        return arguments;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/ConstantValue.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/ConstantValue.java
new file mode 100644
index 0000000..278a585
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/ConstantValue.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.compiler;
+
+import org.apache.hyracks.algebricks.core.algebra.expressions.IAlgebricksConstantValue;
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+
+public final class ConstantValue implements IAlgebricksConstantValue {
+    private final Type type;
+
+    private final String image;
+
+    public ConstantValue(Type type, String image) {
+        this.type = type;
+        this.image = image;
+    }
+
+    public Type getType() {
+        return type;
+    }
+
+    public String getImage() {
+        return image;
+    }
+
+    @Override
+    public boolean isFalse() {
+        return false;
+    }
+
+    @Override
+    public boolean isNull() {
+        return false;
+    }
+
+    @Override
+    public boolean isTrue() {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java
new file mode 100644
index 0000000..b5751fa
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletCompiler.java
@@ -0,0 +1,383 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.compiler;
+
+import java.io.Reader;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.compiler.api.HeuristicCompilerFactoryBuilder;
+import org.apache.hyracks.algebricks.compiler.api.ICompiler;
+import org.apache.hyracks.algebricks.compiler.api.ICompilerFactory;
+import org.apache.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialFixpointRuleController;
+import org.apache.hyracks.algebricks.compiler.rewriter.rulecontrollers.SequentialOnceRuleController;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionTypeComputer;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.LogicalExpressionJobGenToExpressionRuntimeProviderAdapter;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteOperator;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+import org.apache.hyracks.algebricks.core.rewriter.base.AbstractRuleController;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import org.apache.hyracks.algebricks.data.ITypeTraitProvider;
+import org.apache.hyracks.algebricks.examples.piglet.ast.ASTNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.AssignmentNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.DumpNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.ExpressionNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.FieldAccessExpressionNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.FilterNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.FunctionTag;
+import org.apache.hyracks.algebricks.examples.piglet.ast.LiteralExpressionNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.LoadNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.RelationNode;
+import org.apache.hyracks.algebricks.examples.piglet.ast.ScalarFunctionExpressionNode;
+import org.apache.hyracks.algebricks.examples.piglet.exceptions.PigletException;
+import org.apache.hyracks.algebricks.examples.piglet.metadata.PigletFileDataSink;
+import org.apache.hyracks.algebricks.examples.piglet.metadata.PigletFileDataSource;
+import org.apache.hyracks.algebricks.examples.piglet.metadata.PigletMetadataProvider;
+import org.apache.hyracks.algebricks.examples.piglet.parser.ParseException;
+import org.apache.hyracks.algebricks.examples.piglet.parser.PigletParser;
+import org.apache.hyracks.algebricks.examples.piglet.rewriter.PigletRewriteRuleset;
+import org.apache.hyracks.algebricks.examples.piglet.runtime.PigletExpressionJobGen;
+import org.apache.hyracks.algebricks.examples.piglet.types.Schema;
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class PigletCompiler {
+    private static final Logger LOGGER = Logger.getLogger(PigletCompiler.class.getName());
+
+    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> buildDefaultLogicalRewrites() {
+        List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> defaultLogicalRewrites = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
+        SequentialFixpointRuleController seqCtrlNoDfs = new SequentialFixpointRuleController(false);
+        SequentialFixpointRuleController seqCtrlFullDfs = new SequentialFixpointRuleController(true);
+        SequentialOnceRuleController seqOnceCtrl = new SequentialOnceRuleController(true);
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
+                PigletRewriteRuleset.buildTypeInferenceRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlFullDfs,
+                PigletRewriteRuleset.buildNormalizationRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                PigletRewriteRuleset.buildCondPushDownRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                PigletRewriteRuleset.buildJoinInferenceRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                PigletRewriteRuleset.buildOpPushDownRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrl,
+                PigletRewriteRuleset.buildDataExchangeRuleCollection()));
+        defaultLogicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqCtrlNoDfs,
+                PigletRewriteRuleset.buildConsolidationRuleCollection()));
+        return defaultLogicalRewrites;
+    }
+
+    private static List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> buildDefaultPhysicalRewrites() {
+        List<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>> defaultPhysicalRewrites = new ArrayList<Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>>();
+        SequentialOnceRuleController seqOnceCtrlAllLevels = new SequentialOnceRuleController(true);
+        SequentialOnceRuleController seqOnceCtrlTopLevel = new SequentialOnceRuleController(false);
+        defaultPhysicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrlAllLevels,
+                PigletRewriteRuleset.buildPhysicalRewritesAllLevelsRuleCollection()));
+        defaultPhysicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrlTopLevel,
+                PigletRewriteRuleset.buildPhysicalRewritesTopLevelRuleCollection()));
+        defaultPhysicalRewrites.add(new Pair<AbstractRuleController, List<IAlgebraicRewriteRule>>(seqOnceCtrlAllLevels,
+                PigletRewriteRuleset.prepareForJobGenRuleCollection()));
+        return defaultPhysicalRewrites;
+    }
+
+    private final ICompilerFactory cFactory;
+
+    private final PigletMetadataProvider metadataProvider;
+
+    private int varCounter;
+
+    private ILogicalOperator previousOp;
+
+    public PigletCompiler() {
+        HeuristicCompilerFactoryBuilder builder = new HeuristicCompilerFactoryBuilder();
+        builder.setLogicalRewrites(buildDefaultLogicalRewrites());
+        builder.setPhysicalRewrites(buildDefaultPhysicalRewrites());
+        builder.setSerializerDeserializerProvider(new ISerializerDeserializerProvider() {
+            @SuppressWarnings("unchecked")
+            @Override
+            public ISerializerDeserializer getSerializerDeserializer(Object type) throws AlgebricksException {
+                return null;
+            }
+        });
+        builder.setTypeTraitProvider(new ITypeTraitProvider() {
+            @Override
+            public ITypeTraits getTypeTrait(Object type) {
+                return null;
+            }
+        });
+        builder.setPrinterProvider(PigletPrinterFactoryProvider.INSTANCE);
+        builder.setExpressionRuntimeProvider(
+                new LogicalExpressionJobGenToExpressionRuntimeProviderAdapter(new PigletExpressionJobGen()));
+        builder.setExpressionTypeComputer(new IExpressionTypeComputer() {
+            @Override
+            public Object getType(ILogicalExpression expr, IMetadataProvider<?, ?> metadataProvider,
+                    IVariableTypeEnvironment env) throws AlgebricksException {
+                return null;
+            }
+        });
+        builder.setClusterLocations(new AlgebricksAbsolutePartitionConstraint(new String[] { "nc1", "nc2" }));
+        cFactory = builder.create();
+        metadataProvider = new PigletMetadataProvider();
+    }
+
+    public List<ASTNode> parse(Reader in) throws ParseException {
+        PigletParser parser = new PigletParser(in);
+        List<ASTNode> statements = parser.Statements();
+        return statements;
+    }
+
+    public JobSpecification compile(List<ASTNode> ast) throws AlgebricksException, PigletException {
+        ILogicalPlan plan = translate(ast);
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Translated Plan:");
+            LOGGER.info(getPrettyPrintedPlan(plan));
+        }
+        ICompiler compiler = cFactory.createCompiler(plan, metadataProvider, varCounter);
+        compiler.optimize();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Optimized Plan:");
+            LOGGER.info(getPrettyPrintedPlan(plan));
+        }
+        return compiler.createJob(null, null);
+    }
+
+    private ILogicalPlan translate(List<ASTNode> ast) throws PigletException {
+        Map<String, Relation> symMap = new HashMap<String, Relation>();
+        List<Mutable<ILogicalOperator>> roots = new ArrayList<Mutable<ILogicalOperator>>();
+        previousOp = null;
+        for (ASTNode an : ast) {
+            switch (an.getTag()) {
+                case DUMP: {
+                    DumpNode dn = (DumpNode) an;
+                    Relation input = symMap.get(dn.getAlias());
+                    List<Mutable<ILogicalExpression>> expressions = new ArrayList<Mutable<ILogicalExpression>>();
+                    for (LogicalVariable v : input.schema.values()) {
+                        expressions.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(v)));
+                    }
+                    PigletFileDataSink dataSink = new PigletFileDataSink(dn.getFile());
+                    ILogicalOperator op = new WriteOperator(expressions, dataSink);
+                    op.getInputs().add(new MutableObject<ILogicalOperator>(input.op));
+                    roots.add(new MutableObject<ILogicalOperator>(op));
+                }
+                    break;
+
+                case ASSIGNMENT: {
+                    AssignmentNode asn = (AssignmentNode) an;
+                    String alias = asn.getAlias();
+                    RelationNode rn = asn.getRelation();
+                    Relation rel = translate(rn, symMap);
+                    previousOp = rel.op;
+                    rel.alias = alias;
+                    symMap.put(alias, rel);
+                }
+                    break;
+            }
+        }
+        return new ALogicalPlanImpl(roots);
+    }
+
+    private Relation translate(RelationNode rn, Map<String, Relation> symMap) throws PigletException {
+        switch (rn.getTag()) {
+            case LOAD: {
+                LoadNode ln = (LoadNode) rn;
+                String file = ln.getDataFile();
+                Schema schema = ln.getSchema();
+                List<Pair<String, Type>> fieldsSchema = schema.getSchema();
+                List<LogicalVariable> variables = new ArrayList<LogicalVariable>();
+                List<Object> types = new ArrayList<Object>();
+                Relation rel = new Relation();
+                for (Pair<String, Type> p : fieldsSchema) {
+                    LogicalVariable v = newVariable();
+                    rel.schema.put(p.first, v);
+                    variables.add(v);
+                    types.add(p.second);
+                }
+                PigletFileDataSource ds = new PigletFileDataSource(file, types.toArray());
+                rel.op = new DataSourceScanOperator(variables, ds);
+                rel.op.getInputs().add(new MutableObject<ILogicalOperator>(
+                        previousOp == null ? new EmptyTupleSourceOperator() : previousOp));
+                return rel;
+            }
+
+            case FILTER: {
+                FilterNode fn = (FilterNode) rn;
+                String alias = fn.getAlias();
+                ExpressionNode conditionNode = fn.getExpression();
+                Relation inputRel = findInputRelation(alias, symMap);
+                Pair<Relation, LogicalVariable> tempInput = translateScalarExpression(inputRel, conditionNode);
+                Relation rel = new Relation();
+                rel.op = new SelectOperator(
+                        new MutableObject<ILogicalExpression>(new VariableReferenceExpression(tempInput.second)), false,
+                        null);
+                rel.op.getInputs().add(new MutableObject<ILogicalOperator>(tempInput.first.op));
+                rel.schema.putAll(tempInput.first.schema);
+                return rel;
+            }
+        }
+        throw new IllegalArgumentException("Unknown node: " + rn.getTag() + " encountered");
+    }
+
+    private Pair<Relation, LogicalVariable> translateScalarExpression(Relation inputRel, ExpressionNode expressionNode)
+            throws PigletException {
+        switch (expressionNode.getTag()) {
+            case FIELD_ACCESS: {
+                FieldAccessExpressionNode faen = (FieldAccessExpressionNode) expressionNode;
+                String fieldName = faen.getFieldName();
+                LogicalVariable lVar = findField(fieldName, inputRel.schema);
+                return new Pair<Relation, LogicalVariable>(inputRel, lVar);
+            }
+
+            case LITERAL: {
+                LiteralExpressionNode len = (LiteralExpressionNode) expressionNode;
+                String image = len.getImage();
+                Type type = len.getType();
+                ConstantExpression ce = new ConstantExpression(new ConstantValue(type, image));
+                Relation rel = new Relation();
+                LogicalVariable var = newVariable();
+                List<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+                vars.add(var);
+
+                List<Mutable<ILogicalExpression>> exprs = new ArrayList<Mutable<ILogicalExpression>>();
+                exprs.add(new MutableObject<ILogicalExpression>(ce));
+
+                rel.op = new AssignOperator(vars, exprs);
+                rel.op.getInputs().add(new MutableObject<ILogicalOperator>(inputRel.op));
+                rel.schema.putAll(inputRel.schema);
+
+                return new Pair<Relation, LogicalVariable>(rel, var);
+            }
+
+            case SCALAR_FUNCTION: {
+                ScalarFunctionExpressionNode sfen = (ScalarFunctionExpressionNode) expressionNode;
+                List<Mutable<ILogicalExpression>> argExprs = new ArrayList<Mutable<ILogicalExpression>>();
+                List<ASTNode> arguments = sfen.getArguments();
+                Relation rel = inputRel;
+                for (ASTNode a : arguments) {
+                    Pair<Relation, LogicalVariable> argPair = translateScalarExpression(rel, (ExpressionNode) a);
+                    rel = argPair.first;
+                    argExprs.add(
+                            new MutableObject<ILogicalExpression>(new VariableReferenceExpression(argPair.second)));
+                }
+                Relation outRel = new Relation();
+                outRel.schema.putAll(rel.schema);
+                LogicalVariable var = newVariable();
+                List<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+                vars.add(var);
+
+                IFunctionInfo fInfo = lookupFunction(sfen.getFunctionTag(), sfen.getFunctionName());
+
+                List<Mutable<ILogicalExpression>> exprs = new ArrayList<Mutable<ILogicalExpression>>();
+                exprs.add(new MutableObject<ILogicalExpression>(new ScalarFunctionCallExpression(fInfo, argExprs)));
+                outRel.op = new AssignOperator(vars, exprs);
+                outRel.op.getInputs().add(new MutableObject<ILogicalOperator>(rel.op));
+                return new Pair<Relation, LogicalVariable>(outRel, var);
+            }
+        }
+        return null;
+    }
+
+    private IFunctionInfo lookupFunction(FunctionTag functionTag, String functionName) throws PigletException {
+        switch (functionTag) {
+            case EQ:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.EQ);
+
+            case NEQ:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.NEQ);
+
+            case LT:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.LT);
+
+            case LTE:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.LE);
+
+            case GT:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.GT);
+
+            case GTE:
+                return metadataProvider.lookupFunction(AlgebricksBuiltinFunctions.GE);
+        }
+        throw new PigletException("Unsupported function: " + functionTag);
+    }
+
+    private LogicalVariable newVariable() {
+        return new LogicalVariable(varCounter++);
+    }
+
+    private LogicalVariable findField(String fieldName, Map<String, LogicalVariable> schema) throws PigletException {
+        LogicalVariable var = schema.get(fieldName);
+        if (var == null) {
+            throw new PigletException("Unable to find field named: " + fieldName);
+        }
+        return var;
+    }
+
+    private Relation findInputRelation(String alias, Map<String, Relation> symMap) throws PigletException {
+        Relation rel = symMap.get(alias);
+        if (rel == null) {
+            throw new PigletException("Unknown alias " + alias + "referenced");
+        }
+        return rel;
+    }
+
+    private static class Relation {
+        String alias;
+        ILogicalOperator op;
+        final Map<String, LogicalVariable> schema;
+
+        public Relation() {
+            schema = new LinkedHashMap<String, LogicalVariable>();
+        }
+    }
+
+    private String getPrettyPrintedPlan(ILogicalPlan plan) throws AlgebricksException {
+        LogicalOperatorPrettyPrintVisitor v = new LogicalOperatorPrettyPrintVisitor();
+        StringBuilder buffer = new StringBuilder();
+        PlanPrettyPrinter.printPlan(plan, buffer, v, 0);
+        return buffer.toString();
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletPrinterFactoryProvider.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletPrinterFactoryProvider.java
new file mode 100644
index 0000000..135a9a7
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/compiler/PigletPrinterFactoryProvider.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.compiler;
+
+import java.io.IOException;
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactoryProvider;
+import org.apache.hyracks.algebricks.data.impl.IntegerPrinterFactory;
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.FloatPointable;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class PigletPrinterFactoryProvider implements IPrinterFactoryProvider {
+
+    public static final PigletPrinterFactoryProvider INSTANCE = new PigletPrinterFactoryProvider();
+
+    private PigletPrinterFactoryProvider() {
+    }
+
+    @Override
+    public IPrinterFactory getPrinterFactory(Object type) {
+        Type t = (Type) type;
+        switch (t.getTag()) {
+            case INTEGER:
+                return IntegerPrinterFactory.INSTANCE;
+            case CHAR_ARRAY:
+                return CharArrayPrinterFactory.INSTANCE;
+            case FLOAT:
+                return FloatPrinterFactory.INSTANCE;
+            default:
+                throw new UnsupportedOperationException();
+
+        }
+    }
+
+    public static class CharArrayPrinterFactory implements IPrinterFactory {
+
+        private static final long serialVersionUID = 1L;
+
+        public static final CharArrayPrinterFactory INSTANCE = new CharArrayPrinterFactory();
+
+        private CharArrayPrinterFactory() {
+        }
+
+        @Override
+        public IPrinter createPrinter() {
+            return new IPrinter() {
+                @Override
+                public void init() {
+                }
+
+                @Override
+                public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                    try {
+                        UTF8StringUtil.printUTF8StringWithQuotes(b, s, l, ps);
+                    } catch (IOException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            };
+        }
+    }
+
+    public static class FloatPrinterFactory implements IPrinterFactory {
+
+        private static final long serialVersionUID = 1L;
+
+        public static final FloatPrinterFactory INSTANCE = new FloatPrinterFactory();
+
+        private FloatPrinterFactory() {
+        }
+
+        @Override
+        public IPrinter createPrinter() {
+            return new IPrinter() {
+                @Override
+                public void init() throws HyracksDataException {
+                }
+
+                @Override
+                public void print(byte[] b, int s, int l, PrintStream ps) throws HyracksDataException {
+                    ps.print(FloatPointable.getFloat(b, s));
+                }
+            };
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/exceptions/PigletException.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/exceptions/PigletException.java
new file mode 100644
index 0000000..67f9d5b
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/exceptions/PigletException.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.exceptions;
+
+public class PigletException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public PigletException(String message) {
+        super(message);
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/FileSplitUtils.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/FileSplitUtils.java
new file mode 100644
index 0000000..fe3e1d5
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/FileSplitUtils.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.metadata;
+
+import java.io.File;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+
+public class FileSplitUtils {
+    public static FileSplit[] parseFileSplits(String fileSplits) {
+        String[] splits = fileSplits.split(",");
+        FileSplit[] fSplits = new FileSplit[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            String s = splits[i].trim();
+            int idx = s.indexOf(':');
+            if (idx < 0) {
+                throw new IllegalArgumentException("File split " + s + " not well formed");
+            }
+            fSplits[i] = new FileSplit(s.substring(0, idx), new FileReference(new File(s.substring(idx + 1))));
+        }
+        return fSplits;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSink.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSink.java
new file mode 100644
index 0000000..d159f60
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSink.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.metadata;
+
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.properties.FileSplitDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+
+public class PigletFileDataSink implements IDataSink {
+    private String file;
+
+    private FileSplit[] fileSplits;
+
+    private IPartitioningProperty partProp;
+
+    public PigletFileDataSink(String file) {
+        this.file = file;
+        fileSplits = FileSplitUtils.parseFileSplits(file);
+        partProp = new RandomPartitioningProperty(new FileSplitDomain(fileSplits));
+    }
+
+    @Override
+    public Object getId() {
+        return file;
+    }
+
+    public FileSplit[] getFileSplits() {
+        return fileSplits;
+    }
+
+    @Override
+    public Object[] getSchemaTypes() {
+        return null;
+    }
+
+    @Override
+    public IPartitioningProperty getPartitioningProperty() {
+        return partProp;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSource.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSource.java
new file mode 100644
index 0000000..d395f3c
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFileDataSource.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.metadata;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourcePropertiesProvider;
+import org.apache.hyracks.algebricks.core.algebra.properties.FileSplitDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+
+public class PigletFileDataSource implements IDataSource<String> {
+    private final String file;
+
+    private final Object[] types;
+
+    private final FileSplit[] fileSplits;
+
+    private IDataSourcePropertiesProvider propProvider;
+
+    public PigletFileDataSource(String file, Object[] types) {
+        this.file = file;
+        this.types = types;
+        fileSplits = FileSplitUtils.parseFileSplits(file);
+        final IPhysicalPropertiesVector vec = new StructuralPropertiesVector(new RandomPartitioningProperty(
+                new FileSplitDomain(fileSplits)), new ArrayList<ILocalStructuralProperty>());
+        propProvider = new IDataSourcePropertiesProvider() {
+            @Override
+            public IPhysicalPropertiesVector computePropertiesVector(List<LogicalVariable> scanVariables) {
+                return vec;
+            }
+        };
+    }
+
+    @Override
+    public String getId() {
+        return file;
+    }
+
+    @Override
+    public Object[] getSchemaTypes() {
+        return types;
+    }
+
+    public FileSplit[] getFileSplits() {
+        return fileSplits;
+    }
+
+    @Override
+    public IDataSourcePropertiesProvider getPropertiesProvider() {
+        return propProvider;
+    }
+
+    @Override
+    public void computeFDs(List<LogicalVariable> scanVariables, List<FunctionalDependency> fdList) {
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFunction.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFunction.java
new file mode 100644
index 0000000..55e99e8
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletFunction.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.metadata;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.AbstractFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+
+public class PigletFunction extends AbstractFunctionInfo {
+    private static final long serialVersionUID = 1L;
+
+    private final FunctionIdentifier fid;
+
+    public PigletFunction(FunctionIdentifier fid) {
+        super(true);
+        this.fid = fid;
+    }
+
+    @Override
+    public FunctionIdentifier getFunctionIdentifier() {
+        return fid;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java
new file mode 100644
index 0000000..f586af7
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/metadata/PigletMetadataProvider.java
@@ -0,0 +1,255 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.metadata;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
+import org.apache.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSink;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSourceIndex;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.SinkWriterRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.writers.PrinterBasedWriterFactory;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.FloatParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+
+public class PigletMetadataProvider implements IMetadataProvider<String, String> {
+    private static final Map<FunctionIdentifier, PigletFunction> FN_MAP;
+
+    static {
+        Map<FunctionIdentifier, PigletFunction> map = new HashMap<FunctionIdentifier, PigletFunction>();
+
+        map.put(AlgebricksBuiltinFunctions.EQ, new PigletFunction(AlgebricksBuiltinFunctions.EQ));
+
+        FN_MAP = Collections.unmodifiableMap(map);
+    }
+
+    @Override
+    public IDataSource<String> findDataSource(String id) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(IDataSource<String> dataSource,
+            List<LogicalVariable> scanVariables, List<LogicalVariable> projectVariables, boolean projectPushed,
+            List<LogicalVariable> minFilterVars, List<LogicalVariable> maxFilterVars, IOperatorSchema opSchema,
+            IVariableTypeEnvironment typeEnv, JobGenContext context, JobSpecification jobSpec, Object implConfig)
+                    throws AlgebricksException {
+        PigletFileDataSource ds = (PigletFileDataSource) dataSource;
+
+        FileSplit[] fileSplits = ds.getFileSplits();
+        String[] locations = new String[fileSplits.length];
+        for (int i = 0; i < fileSplits.length; ++i) {
+            locations[i] = fileSplits[i].getNodeName();
+        }
+        IFileSplitProvider fsp = new ConstantFileSplitProvider(fileSplits);
+
+        Object[] colTypes = ds.getSchemaTypes();
+        IValueParserFactory[] vpfs = new IValueParserFactory[colTypes.length];
+        ISerializerDeserializer[] serDesers = new ISerializerDeserializer[colTypes.length];
+
+        for (int i = 0; i < colTypes.length; ++i) {
+            Type colType = (Type) colTypes[i];
+            IValueParserFactory vpf;
+            ISerializerDeserializer serDeser;
+            switch (colType.getTag()) {
+                case INTEGER:
+                    vpf = IntegerParserFactory.INSTANCE;
+                    serDeser = IntegerSerializerDeserializer.INSTANCE;
+                    break;
+
+                case CHAR_ARRAY:
+                    vpf = UTF8StringParserFactory.INSTANCE;
+                    serDeser = new UTF8StringSerializerDeserializer();
+                    break;
+
+                case FLOAT:
+                    vpf = FloatParserFactory.INSTANCE;
+                    serDeser = FloatSerializerDeserializer.INSTANCE;
+                    break;
+
+                default:
+                    throw new UnsupportedOperationException();
+            }
+            vpfs[i] = vpf;
+            serDesers[i] = serDeser;
+        }
+
+        ITupleParserFactory tpf = new DelimitedDataTupleParserFactory(vpfs, ',');
+        RecordDescriptor rDesc = new RecordDescriptor(serDesers);
+
+        IOperatorDescriptor scanner = new FileScanOperatorDescriptor(jobSpec, fsp, tpf, rDesc);
+        AlgebricksAbsolutePartitionConstraint constraint = new AlgebricksAbsolutePartitionConstraint(locations);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(scanner, constraint);
+    }
+
+    @Override
+    public boolean scannerOperatorIsLeaf(IDataSource<String> dataSource) {
+        return true;
+    }
+
+    @Override
+    public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc)
+                    throws AlgebricksException {
+        PigletFileDataSink ds = (PigletFileDataSink) sink;
+        FileSplit[] fileSplits = ds.getFileSplits();
+        String[] locations = new String[fileSplits.length];
+        for (int i = 0; i < fileSplits.length; ++i) {
+            locations[i] = fileSplits[i].getNodeName();
+        }
+        IPushRuntimeFactory prf = new SinkWriterRuntimeFactory(printColumns, printerFactories,
+                fileSplits[0].getLocalFile().getFile(), PrinterBasedWriterFactory.INSTANCE, inputDesc);
+        AlgebricksAbsolutePartitionConstraint constraint = new AlgebricksAbsolutePartitionConstraint(locations);
+        return new Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint>(prf, constraint);
+    }
+
+    @Override
+    public IDataSourceIndex<String, String> findDataSourceIndex(String indexId, String dataSourceId)
+            throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getResultHandleRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc, boolean ordered,
+            JobSpecification spec) throws AlgebricksException {
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(
+            IDataSource<String> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalNonKeyFields, JobGenContext context,
+            JobSpecification jobSpec) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
+            IDataSourceIndex<String, String> dataSource, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec,
+            boolean bulkload) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
+            IDataSourceIndex<String, String> dataSource, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalNonKeyFields,
+            ILogicalExpression filterExpr, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+                    throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getTokenizerRuntime(
+            IDataSourceIndex<String, String> dataSource, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec, boolean bulkload) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public IFunctionInfo lookupFunction(FunctionIdentifier fid) {
+        return FN_MAP.get(fid);
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(IDataSource<String> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalFilterKeyFields,
+            List<LogicalVariable> additionalNonFilteringFields, RecordDescriptor recordDesc, JobGenContext context,
+            JobSpecification jobSpec, boolean bulkload) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(IDataSource<String> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalNonKeyFields, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification jobSpec) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getUpsertRuntime(IDataSource<String> dataSource,
+            IOperatorSchema propagatedSchema, IVariableTypeEnvironment typeEnv, List<LogicalVariable> keys,
+            LogicalVariable payLoadVar, List<LogicalVariable> additionalFilterFields,
+            List<LogicalVariable> additionalNonFilteringFields, RecordDescriptor recordDesc, JobGenContext context,
+            JobSpecification jobSpec) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexUpsertRuntime(
+            IDataSourceIndex<String, String> dataSourceIndex, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, List<LogicalVariable> additionalFilteringKeys,
+            ILogicalExpression filterExpr, List<LogicalVariable> prevSecondaryKeys,
+            LogicalVariable prevAdditionalFilteringFields, RecordDescriptor inputDesc, JobGenContext context,
+            JobSpecification spec) throws AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/rewriter/PigletRewriteRuleset.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/rewriter/PigletRewriteRuleset.java
new file mode 100644
index 0000000..407700f
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/rewriter/PigletRewriteRuleset.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.rewriter;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.rewriter.rules.BreakSelectIntoConjunctsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ComplexJoinInferenceRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ConsolidateAssignsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ConsolidateSelectsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.EnforceStructuralPropertiesRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ExtractCommonOperatorsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ExtractGbyExpressionsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.FactorRedundantGroupAndDecorVarsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.InferTypesRule;
+import org.apache.hyracks.algebricks.rewriter.rules.InlineVariablesRule;
+import org.apache.hyracks.algebricks.rewriter.rules.IsolateHyracksOperatorsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PullSelectOutOfEqJoin;
+import org.apache.hyracks.algebricks.rewriter.rules.CopyLimitDownRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PushProjectDownRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PushProjectIntoDataSourceScanRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PushSelectDownRule;
+import org.apache.hyracks.algebricks.rewriter.rules.PushSelectIntoJoinRule;
+import org.apache.hyracks.algebricks.rewriter.rules.ReinferAllTypesRule;
+import org.apache.hyracks.algebricks.rewriter.rules.RemoveUnusedAssignAndAggregateRule;
+import org.apache.hyracks.algebricks.rewriter.rules.SetAlgebricksPhysicalOperatorsRule;
+import org.apache.hyracks.algebricks.rewriter.rules.SetExecutionModeRule;
+import org.apache.hyracks.algebricks.rewriter.rules.subplan.EliminateSubplanRule;
+
+public class PigletRewriteRuleset {
+
+    public final static List<IAlgebraicRewriteRule> buildTypeInferenceRuleCollection() {
+        List<IAlgebraicRewriteRule> typeInfer = new LinkedList<IAlgebraicRewriteRule>();
+        typeInfer.add(new InferTypesRule());
+        return typeInfer;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildNormalizationRuleCollection() {
+        List<IAlgebraicRewriteRule> normalization = new LinkedList<IAlgebraicRewriteRule>();
+        normalization.add(new EliminateSubplanRule());
+        // TODO: This rule is incorrect and has been removed. Its replacement in
+        // Asterix (PushAggFuncIntoStandaloneAggregateRule)
+        // is language-specific.
+        // normalization.add(new IntroduceGroupByForStandaloneAggregRule());
+        normalization.add(new BreakSelectIntoConjunctsRule());
+        normalization.add(new PushSelectIntoJoinRule());
+        normalization.add(new ExtractGbyExpressionsRule());
+        return normalization;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildCondPushDownRuleCollection() {
+        List<IAlgebraicRewriteRule> condPushDown = new LinkedList<IAlgebraicRewriteRule>();
+        condPushDown.add(new PushSelectDownRule());
+        condPushDown.add(new InlineVariablesRule());
+        condPushDown.add(new FactorRedundantGroupAndDecorVarsRule());
+        condPushDown.add(new EliminateSubplanRule());
+        return condPushDown;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildJoinInferenceRuleCollection() {
+        List<IAlgebraicRewriteRule> joinInference = new LinkedList<IAlgebraicRewriteRule>();
+        joinInference.add(new InlineVariablesRule());
+        joinInference.add(new ComplexJoinInferenceRule());
+        return joinInference;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildOpPushDownRuleCollection() {
+        List<IAlgebraicRewriteRule> opPushDown = new LinkedList<IAlgebraicRewriteRule>();
+        opPushDown.add(new PushProjectDownRule());
+        opPushDown.add(new PushSelectDownRule());
+        return opPushDown;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildDataExchangeRuleCollection() {
+        List<IAlgebraicRewriteRule> dataExchange = new LinkedList<IAlgebraicRewriteRule>();
+        dataExchange.add(new SetExecutionModeRule());
+        return dataExchange;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildConsolidationRuleCollection() {
+        List<IAlgebraicRewriteRule> consolidation = new LinkedList<IAlgebraicRewriteRule>();
+        consolidation.add(new ConsolidateSelectsRule());
+        consolidation.add(new ConsolidateAssignsRule());
+        consolidation.add(new RemoveUnusedAssignAndAggregateRule());
+        return consolidation;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildPhysicalRewritesAllLevelsRuleCollection() {
+        List<IAlgebraicRewriteRule> physicalPlanRewrites = new LinkedList<IAlgebraicRewriteRule>();
+        physicalPlanRewrites.add(new PullSelectOutOfEqJoin());
+        physicalPlanRewrites.add(new SetAlgebricksPhysicalOperatorsRule());
+        physicalPlanRewrites.add(new EnforceStructuralPropertiesRule());
+        physicalPlanRewrites.add(new PushProjectDownRule());
+        physicalPlanRewrites.add(new CopyLimitDownRule());
+        return physicalPlanRewrites;
+    }
+
+    public final static List<IAlgebraicRewriteRule> buildPhysicalRewritesTopLevelRuleCollection() {
+        List<IAlgebraicRewriteRule> physicalPlanRewrites = new LinkedList<IAlgebraicRewriteRule>();
+        physicalPlanRewrites.add(new CopyLimitDownRule());
+        return physicalPlanRewrites;
+    }
+
+    public final static List<IAlgebraicRewriteRule> prepareForJobGenRuleCollection() {
+        List<IAlgebraicRewriteRule> prepareForJobGenRewrites = new LinkedList<IAlgebraicRewriteRule>();
+        prepareForJobGenRewrites.add(new IsolateHyracksOperatorsRule(
+                HeuristicOptimizer.hyraxOperatorsBelowWhichJobGenIsDisabled));
+        prepareForJobGenRewrites.add(new ExtractCommonOperatorsRule());
+        // Re-infer all types, so that, e.g., the effect of not-is-null is
+        // propagated.
+        prepareForJobGenRewrites.add(new PushProjectIntoDataSourceScanRule());
+        prepareForJobGenRewrites.add(new ReinferAllTypesRule());
+        return prepareForJobGenRewrites;
+    }
+
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/PigletExpressionJobGen.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/PigletExpressionJobGen.java
new file mode 100644
index 0000000..a19247a
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/PigletExpressionJobGen.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.runtime;
+
+import java.io.DataOutput;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ILogicalExpressionJobGen;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.StatefulFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.UnnestingFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IOperatorSchema;
+import org.apache.hyracks.algebricks.core.jobgen.impl.JobGenContext;
+import org.apache.hyracks.algebricks.examples.piglet.compiler.ConstantValue;
+import org.apache.hyracks.algebricks.examples.piglet.exceptions.PigletException;
+import org.apache.hyracks.algebricks.examples.piglet.runtime.functions.PigletFunctionRegistry;
+import org.apache.hyracks.algebricks.examples.piglet.types.Type;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.evaluators.ColumnAccessEvalFactory;
+import org.apache.hyracks.algebricks.runtime.evaluators.ConstantEvalFactory;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+
+public class PigletExpressionJobGen implements ILogicalExpressionJobGen {
+    private final UTF8StringSerializerDeserializer utf8SerDer = new UTF8StringSerializerDeserializer();
+
+    @Override
+    public IScalarEvaluatorFactory createEvaluatorFactory(ILogicalExpression expr, IVariableTypeEnvironment env,
+            IOperatorSchema[] inputSchemas, JobGenContext context) throws AlgebricksException {
+        switch (expr.getExpressionTag()) {
+            case CONSTANT: {
+                ConstantValue cv = (ConstantValue) ((ConstantExpression) expr).getValue();
+                Type type = cv.getType();
+                String image = cv.getImage();
+                ArrayBackedValueStorage abvs = new ArrayBackedValueStorage();
+                DataOutput dos = abvs.getDataOutput();
+                switch (type.getTag()) {
+                    case INTEGER:
+                        try {
+                            IntegerSerializerDeserializer.INSTANCE.serialize(Integer.valueOf(image), dos);
+                        } catch (Exception e) {
+                            throw new AlgebricksException(e);
+                        }
+                        break;
+
+                    case CHAR_ARRAY:
+                        try {
+                            utf8SerDer.serialize(image, dos);
+                        } catch (Exception e) {
+                            throw new AlgebricksException(e);
+                        }
+                        break;
+
+                    default:
+                        throw new UnsupportedOperationException("Unsupported constant type: " + type.getTag());
+                }
+                return new ConstantEvalFactory(Arrays.copyOf(abvs.getByteArray(), abvs.getLength()));
+            }
+
+            case FUNCTION_CALL: {
+                ScalarFunctionCallExpression sfce = (ScalarFunctionCallExpression) expr;
+
+                List<Mutable<ILogicalExpression>> argExprs = sfce.getArguments();
+                IScalarEvaluatorFactory argEvalFactories[] = new IScalarEvaluatorFactory[argExprs.size()];
+                for (int i = 0; i < argEvalFactories.length; ++i) {
+                    Mutable<ILogicalExpression> er = argExprs.get(i);
+                    argEvalFactories[i] = createEvaluatorFactory(er.getValue(), env, inputSchemas, context);
+                }
+                IScalarEvaluatorFactory funcEvalFactory;
+                try {
+                    funcEvalFactory = PigletFunctionRegistry.createFunctionEvaluatorFactory(
+                            sfce.getFunctionIdentifier(), argEvalFactories);
+                } catch (PigletException e) {
+                    throw new AlgebricksException(e);
+                }
+                return funcEvalFactory;
+            }
+
+            case VARIABLE: {
+                LogicalVariable var = ((VariableReferenceExpression) expr).getVariableReference();
+                int index = inputSchemas[0].findVariable(var);
+                return new ColumnAccessEvalFactory(index);
+            }
+        }
+        throw new IllegalArgumentException("Unknown expression type: " + expr.getExpressionTag());
+    }
+
+    @Override
+    public IAggregateEvaluatorFactory createAggregateFunctionFactory(AggregateFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public ISerializedAggregateEvaluatorFactory createSerializableAggregateFunctionFactory(
+            AggregateFunctionCallExpression expr, IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas,
+            JobGenContext context) throws AlgebricksException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public IRunningAggregateEvaluatorFactory createRunningAggregateFunctionFactory(StatefulFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public IUnnestingEvaluatorFactory createUnnestingFunctionFactory(UnnestingFunctionCallExpression expr,
+            IVariableTypeEnvironment env, IOperatorSchema[] inputSchemas, JobGenContext context)
+            throws AlgebricksException {
+        throw new UnsupportedOperationException();
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IPigletFunctionEvaluatorFactoryBuilder.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IPigletFunctionEvaluatorFactoryBuilder.java
new file mode 100644
index 0000000..4c0328b
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IPigletFunctionEvaluatorFactoryBuilder.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.runtime.functions;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+
+public interface IPigletFunctionEvaluatorFactoryBuilder {
+    public IScalarEvaluatorFactory buildEvaluatorFactory(FunctionIdentifier fid, IScalarEvaluatorFactory[] arguments);
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IntegerEqFunctionEvaluatorFactory.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IntegerEqFunctionEvaluatorFactory.java
new file mode 100644
index 0000000..a88b16b
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/IntegerEqFunctionEvaluatorFactory.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.runtime.functions;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class IntegerEqFunctionEvaluatorFactory implements IScalarEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IScalarEvaluatorFactory arg1Factory;
+
+    private final IScalarEvaluatorFactory arg2Factory;
+
+    public IntegerEqFunctionEvaluatorFactory(IScalarEvaluatorFactory arg1Factory, IScalarEvaluatorFactory arg2Factory) {
+        this.arg1Factory = arg1Factory;
+        this.arg2Factory = arg2Factory;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+            private IPointable out1 = new VoidPointable();
+            private IPointable out2 = new VoidPointable();
+            private IScalarEvaluator eval1 = arg1Factory.createScalarEvaluator(ctx);
+            private IScalarEvaluator eval2 = arg2Factory.createScalarEvaluator(ctx);
+            private byte[] resultData = new byte[1];
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                eval1.evaluate(tuple, out1);
+                eval2.evaluate(tuple, out2);
+                int v1 = IntegerPointable.getInteger(out1.getByteArray(), out1.getStartOffset());
+                int v2 = IntegerPointable.getInteger(out2.getByteArray(), out2.getStartOffset());
+                boolean r = v1 == v2;
+                resultData[0] = r ? (byte) 1 : (byte) 0;
+                result.set(resultData, 0, 1);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/PigletFunctionRegistry.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/PigletFunctionRegistry.java
new file mode 100644
index 0000000..366f238
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/runtime/functions/PigletFunctionRegistry.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.runtime.functions;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.examples.piglet.exceptions.PigletException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+
+public class PigletFunctionRegistry {
+    private static final Map<FunctionIdentifier, IPigletFunctionEvaluatorFactoryBuilder> builderMap;
+
+    static {
+        Map<FunctionIdentifier, IPigletFunctionEvaluatorFactoryBuilder> temp = new HashMap<FunctionIdentifier, IPigletFunctionEvaluatorFactoryBuilder>();
+
+        temp.put(AlgebricksBuiltinFunctions.EQ, new IPigletFunctionEvaluatorFactoryBuilder() {
+            @Override
+            public IScalarEvaluatorFactory buildEvaluatorFactory(FunctionIdentifier fid, IScalarEvaluatorFactory[] arguments) {
+                return new IntegerEqFunctionEvaluatorFactory(arguments[0], arguments[1]);
+            }
+        });
+
+        builderMap = Collections.unmodifiableMap(temp);
+    }
+
+    public static IScalarEvaluatorFactory createFunctionEvaluatorFactory(FunctionIdentifier fid, IScalarEvaluatorFactory[] args)
+            throws PigletException {
+        IPigletFunctionEvaluatorFactoryBuilder builder = builderMap.get(fid);
+        if (builder == null) {
+            throw new PigletException("Unknown function: " + fid);
+        }
+        return builder.buildEvaluatorFactory(fid, args);
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/BagType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/BagType.java
new file mode 100644
index 0000000..551663b
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/BagType.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class BagType extends Type {
+    @Override
+    public Tag getTag() {
+        return Tag.BAG;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/CharArrayType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/CharArrayType.java
new file mode 100644
index 0000000..03bb154
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/CharArrayType.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class CharArrayType extends Type {
+    public static final Type INSTANCE = new CharArrayType();
+
+    private CharArrayType() {
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.CHAR_ARRAY;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/DoubleType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/DoubleType.java
new file mode 100644
index 0000000..2db0edd
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/DoubleType.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class DoubleType extends Type {
+    public static final Type INSTANCE = new DoubleType();
+
+    private DoubleType() {
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.DOUBLE;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/FloatType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/FloatType.java
new file mode 100644
index 0000000..35fe797
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/FloatType.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class FloatType extends Type {
+    public static final Type INSTANCE = new FloatType();
+
+    private FloatType() {
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.FLOAT;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/IntegerType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/IntegerType.java
new file mode 100644
index 0000000..57caa1b
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/IntegerType.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class IntegerType extends Type {
+    public static final Type INSTANCE = new IntegerType();
+
+    private IntegerType() {
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.INTEGER;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/LongType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/LongType.java
new file mode 100644
index 0000000..c8f0738
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/LongType.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class LongType extends Type {
+    public static final Type INSTANCE = new LongType();
+
+    private LongType() {
+    }
+
+    @Override
+    public Tag getTag() {
+        return Tag.LONG;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/MapType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/MapType.java
new file mode 100644
index 0000000..ae57255
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/MapType.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class MapType extends Type {
+    @Override
+    public Tag getTag() {
+        return Tag.MAP;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Schema.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Schema.java
new file mode 100644
index 0000000..4b7f767
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Schema.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.common.utils.Pair;
+
+public class Schema {
+    private List<Pair<String, Type>> schema;
+
+    public Schema(List<Pair<String, Type>> schema) {
+        this.schema = schema;
+    }
+
+    public List<Pair<String, Type>> getSchema() {
+        return schema;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/TupleType.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/TupleType.java
new file mode 100644
index 0000000..713b846
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/TupleType.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public class TupleType extends Type {
+    @Override
+    public Tag getTag() {
+        return Tag.TUPLE;
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Type.java b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Type.java
new file mode 100644
index 0000000..f8ffe93
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/java/org/apache/hyracks/algebricks/examples/piglet/types/Type.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.examples.piglet.types;
+
+public abstract class Type {
+    public enum Tag {
+        INTEGER,
+        LONG,
+        FLOAT,
+        DOUBLE,
+        CHAR_ARRAY,
+        TUPLE,
+        BAG,
+        MAP
+    }
+
+    public abstract Tag getTag();
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/main/javacc/PigletParser.jj b/algebricks/algebricks-examples/piglet-example/src/main/javacc/PigletParser.jj
new file mode 100644
index 0000000..bb8db50
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/main/javacc/PigletParser.jj
@@ -0,0 +1,390 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+options {
+    STATIC = false;
+    IGNORE_CASE = true;
+    LOOKAHEAD = 2;
+}
+
+PARSER_BEGIN(PigletParser)
+
+package org.apache.hyracks.algebricks.examples.piglet.parser;
+
+import java.util.*;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.examples.piglet.ast.*;
+import org.apache.hyracks.algebricks.examples.piglet.types.*;
+
+public class PigletParser {
+    private ExpressionNode createFunction(FunctionTag fTag, String fName, ExpressionNode... arguments) {
+        List<ASTNode> args = new ArrayList<ASTNode>();
+        for(ExpressionNode e : arguments) {
+            args.add(e);
+        }
+        return new ScalarFunctionExpressionNode(fTag, fName, args);
+    }
+    
+    private String stripQuotes(String s) {
+        s = s.substring(1);
+        s = s.substring(0, s.length() - 1);
+        return s;
+    }
+}
+
+PARSER_END(PigletParser)
+
+List<ASTNode> Statements(): {
+    List<ASTNode> statememts = new ArrayList<ASTNode>();
+    ASTNode s;
+} {
+    (
+        (
+            s = AssignmentStatement() {
+                statememts.add(s);
+            }
+            | s = DumpStatement() {
+                statememts.add(s);
+            }
+        ) ";"
+    )* <EOF> {
+        return statememts;
+    }
+}
+
+ASTNode AssignmentStatement(): {
+    String a;
+    RelationNode r;
+} {
+    a = Alias() "=" r = RelationalStatement() {
+        return new AssignmentNode(a, r);
+    }
+}
+
+String Alias(): {
+    Token t;
+} {
+    t = <IDENTIFIER> {
+        return t.image;
+    }
+}
+
+String ColumnName(): {
+    Token t;
+} {
+    t = <IDENTIFIER> {
+        return t.image;
+    }
+}
+
+Type TypeName(): {
+    Token t;
+} {
+    "int" {
+        return IntegerType.INSTANCE;
+    }
+    | "long" {
+        return LongType.INSTANCE;
+    }
+    | "float" {
+        return FloatType.INSTANCE;
+    }
+    | "double" {
+        return DoubleType.INSTANCE;
+    }
+    | "chararray" {
+        return CharArrayType.INSTANCE;
+    }
+    | "tuple" {
+        return new TupleType();
+    }
+    | "bag" {
+        return new BagType();
+    }
+    | "map" {
+        return new MapType();
+    }
+}
+
+Pair<String, Type> ColumnSchema(): {
+    String c;
+    Type t;
+} {
+    c = ColumnName() ":" t = TypeName() {
+        return new Pair<String, Type>(c, t);
+    }
+}
+
+Schema Schema(): {
+    List<Pair<String, Type>> schema = new ArrayList<Pair<String, Type>>();
+    Pair<String, Type> cSchema;
+} {
+    "(" (
+        cSchema = ColumnSchema() {
+            schema.add(cSchema);
+        } (
+            "," cSchema = ColumnSchema() {
+                schema.add(cSchema);
+            }
+        )*
+    )? ")" {
+        return new Schema(schema);
+    }
+}
+
+RelationNode RelationalStatement(): {
+    RelationNode r;
+} {
+    r = LoadStatement() {
+        return r;
+    }
+    | r = FilterStatement() {
+        return r;
+    }
+}
+
+RelationNode LoadStatement(): {
+    Token t;
+    Schema s;
+} {
+    "load" t = <STRING_LITERAL> "as" s = Schema() {
+        return new LoadNode(t.image, s);
+    }
+}
+
+RelationNode FilterStatement(): {
+    String a;
+    ExpressionNode e;
+} {
+    "filter" a = Alias() "by" e = Expression() {
+        return new FilterNode(a, e);
+    }
+}
+
+ASTNode DumpStatement(): {
+    String a;
+    Token t;
+} {
+    "dump" a = Alias() "into" t = <STRING_LITERAL> {
+        return new DumpNode(t.image, a);
+    }
+}
+
+ExpressionNode Expression(): {
+    ExpressionNode e;
+} {
+    e = OrExpression() {
+        return e;
+    }
+}
+
+ExpressionNode OrExpression(): {
+    ExpressionNode e1;
+    ExpressionNode e2;
+} {
+    e1 = AndExpression() (
+        "or" e2 = AndExpression() {
+            e1 = createFunction(FunctionTag.BOOLEAN_OR, null, e1, e2);
+        }
+    )* {
+        return e1;
+    }
+}
+
+ExpressionNode AndExpression(): {
+    ExpressionNode e1;
+    ExpressionNode e2;
+} {
+    e1 = ComparisonExpression() (
+        "and" e2 = ComparisonExpression() {
+            e1 = createFunction(FunctionTag.BOOLEAN_AND, null, e1, e2);
+        }
+    )* {
+        return e1;
+    }
+}
+
+ExpressionNode ComparisonExpression(): {
+    ExpressionNode e1;
+    ExpressionNode e2;
+    FunctionTag fTag;
+} {
+    e1 = AdditiveExpression() (
+        fTag = ComparisonOperator() e2 = AdditiveExpression() {
+            e1 = createFunction(fTag, null, e1, e2);
+        }
+    )? {
+        return e1;
+    }
+}
+
+FunctionTag ComparisonOperator(): {
+} {
+    "==" {
+        return FunctionTag.EQ;
+    }
+    | "!=" {
+        return FunctionTag.NEQ;
+    }
+    | "<" {
+        return FunctionTag.LT;
+    }
+    | "<=" {
+        return FunctionTag.LTE;
+    }
+    | ">" {
+        return FunctionTag.GT;
+    }
+    | ">=" {
+        return FunctionTag.GTE;
+    }
+}
+
+ExpressionNode AdditiveExpression(): {
+    ExpressionNode e1;
+    ExpressionNode e2;
+    FunctionTag fTag;
+} {
+    e1 = MultiplicativeExpression() (
+        fTag = AdditiveOperator() e2 = MultiplicativeExpression() {
+            e1 = createFunction(fTag, null, e1, e2);
+        }
+    )* {
+        return e1;
+    }
+}
+
+FunctionTag AdditiveOperator(): {
+} {
+    "+" {
+        return FunctionTag.ADD;
+    }
+    | "-" {
+        return FunctionTag.SUBTRACT;
+    }
+}
+
+ExpressionNode MultiplicativeExpression(): {
+    ExpressionNode e1;
+    ExpressionNode e2;
+    FunctionTag fTag;
+} {
+    e1 = PrimaryExpression() (
+        fTag = MultiplicativeOperator() e2 = PrimaryExpression() {
+            e1 = createFunction(fTag, null, e1, e2);
+        }
+    )* {
+        return e1;
+    }
+}
+
+FunctionTag MultiplicativeOperator(): {
+} {
+    "*" {
+        return FunctionTag.MULTIPLY;
+    }
+    | "/" {
+        return FunctionTag.DIVIDE;
+    }
+    | "%" {
+        return FunctionTag.MOD;
+    }
+}
+
+ExpressionNode PrimaryExpression(): {
+    ExpressionNode e;
+} {
+    e = Literal() {
+        return e;
+    }
+    | e = FieldAccess() {
+        return e;
+    }
+}
+
+ExpressionNode Literal(): {
+    Token t;
+} {
+    t = <STRING_LITERAL> {
+        return new LiteralExpressionNode(stripQuotes(t.image), CharArrayType.INSTANCE);
+    }
+    | t = <INTEGER_LITERAL> {
+        return new LiteralExpressionNode(t.image, IntegerType.INSTANCE);
+    }
+    | t = <DOUBLE_LITERAL> {
+        return new LiteralExpressionNode(t.image, DoubleType.INSTANCE);
+    }
+}
+
+ExpressionNode FieldAccess(): {
+    String relName = null;
+    Token fieldName;
+} {
+    (relName = Alias() ".")? fieldName = <IDENTIFIER> {
+        return new FieldAccessExpressionNode(relName, fieldName.image);
+    }
+}
+
+<DEFAULT>
+TOKEN : {
+    <STRING_LITERAL: (("\"" (~["\"", "\n"])* "\"") | ("'" (~["'", "\n"])* "'"))>
+    | <IDENTIFIER: <Letter> (<Letter> | <Digit> | <Extender>)*>
+    | <INTEGER_LITERAL: (<Digit>)+>
+    | <DOUBLE_LITERAL: (((<Digit>)* "." (<Digit>)+ (<Exponent>)?) | (<INTEGER_LITERAL> <Exponent>))>
+    | <INDEXED_FIELD: ("$" <INTEGER_LITERAL>)>
+}
+
+TOKEN :
+{
+ < #Exponent : ((["+", "-"])? ["E", "e"] <INTEGER_LITERAL>)>
+}
+
+SPECIAL_TOKEN :
+{
+ < WhitespaceChar : ["\t", "\r", "\n", " "] >
+}
+
+TOKEN :
+{
+ < #Letter : (<BaseChar> | <Ideographic>) >
+}
+
+TOKEN :
+{
+ < #BaseChar : ["\u0041" - "\u005a", "\u0061" - "\u007a", "\u00c0" - "\u00d6", "\u00d8" - "\u00f6", "\u00f8" - "\u00ff", "\u0100" - "\u0131", "\u0134" - "\u013e", "\u0141" - "\u0148", "\u014a" - "\u017e", "\u0180" - "\u01c3", "\u01cd" - "\u01f0", "\u01f4" - "\u01f5", "\u01fa" - "\u0217", "\u0250" - "\u02a8", "\u02bb" - "\u02c1", "\u0386", "\u0388" - "\u038a", "\u038c", "\u038e" - "\u03a1", "\u03a3" - "\u03ce", "\u03d0" - "\u03d6", "\u03da", "\u03dc", "\u03de", "\u03e0", "\u03e2" - "\u03f3", "\u0401" - "\u040c", "\u040e" - "\u044f", "\u0451" - "\u045c", "\u045e" - "\u0481", "\u0490" - "\u04c4", "\u04c7" - "\u04c8", "\u04cb" - "\u04cc", "\u04d0" - "\u04eb", "\u04ee" - "\u04f5", "\u04f8" - "\u04f9", "\u0531" - "\u0556", "\u0559", "\u0561" - "\u0586", "\u05d0" - "\u05ea", "\u05f0" - "\u05f2", "\u0621" - "\u063a", "\u0641" - "\u064a", "\u0671" - "\u06b7", "\u06ba" - "\u06be", "\u06c0" - "\u06ce", "\u06d0" - "\u06d3", "\u06d5", "\u06e5" - "\u06e6", "\u0905" - "\u0939", "\u093d", "\u0958" - "\u0961", "\u0985" - "\u098c", "\u098f" - "\u0990", "\u0993" - "\u09a8", "\u09aa" - "\u09b0", "\u09b2", "\u09b6" - "\u09b9", "\u09dc" - "\u09dd", "\u09df" - "\u09e1", "\u09f0" - "\u09f1", "\u0a05" - "\u0a0a", "\u0a0f" - "\u0a10", "\u0a13" - "\u0a28", "\u0a2a" - "\u0a30", "\u0a32" - "\u0a33", "\u0a35" - "\u0a36", "\u0a38" - "\u0a39", "\u0a59" - "\u0a5c", "\u0a5e", "\u0a72" - "\u0a74", "\u0a85" - "\u0a8b", "\u0a8d", "\u0a8f" - "\u0a91", "\u0a93" - "\u0aa8", "\u0aaa" - "\u0ab0", "\u0ab2" - "\u0ab3", "\u0ab5" - "\u0ab9", "\u0abd", "\u0ae0", "\u0b05" - "\u0b0c", "\u0b0f" - "\u0b10", "\u0b13" - "\u0b28", "\u0b2a" - "\u0b30", "\u0b32" - "\u0b33", "\u0b36" - "\u0b39", "\u0b3d", "\u0b5c" - "\u0b5d", "\u0b5f" - "\u0b61", "\u0b85" - "\u0b8a", "\u0b8e" - "\u0b90", "\u0b92" - "\u0b95", "\u0b99" - "\u0b9a", "\u0b9c", "\u0b9e" - "\u0b9f", "\u0ba3" - "\u0ba4", "\u0ba8" - "\u0baa", "\u0bae" - "\u0bb5", "\u0bb7" - "\u0bb9", "\u0c05" - "\u0c0c", "\u0c0e" - "\u0c10", "\u0c12" - "\u0c28", "\u0c2a" - "\u0c33", "\u0c35" - "\u0c39", "\u0c60" - "\u0c61", "\u0c85" - "\u0c8c", "\u0c8e" - "\u0c90", "\u0c92" - "\u0ca8", "\u0caa" - "\u0cb3", "\u0cb5" - "\u0cb9", "\u0cde", "\u0ce0" - "\u0ce1", "\u0d05" - "\u0d0c", "\u0d0e" - "\u0d10", "\u0d12" - "\u0d28", "\u0d2a" - "\u0d39", "\u0d60" - "\u0d61", "\u0e01" - "\u0e2e", "\u0e30", "\u0e32" - "\u0e33", "\u0e40" - "\u0e45", "\u0e81" - "\u0e82", "\u0e84", "\u0e87" - "\u0e88", "\u0e8a", "\u0e8d", "\u0e94" - "\u0e97", "\u0e99" - "\u0e9f", "\u0ea1" - "\u0ea3", "\u0ea5", "\u0ea7", "\u0eaa" - "\u0eab", "\u0ead" - "\u0eae", "\u0eb0", "\u0eb2" - "\u0eb3", "\u0ebd", "\u0ec0" - "\u0ec4", "\u0f40" - "\u0f47", "\u0f49" - "\u0f69", "\u10a0" - "\u10c5", "\u10d0" - "\u10f6", "\u1100", "\u1102" - "\u1103", "\u1105" - "\u1107", "\u1109", "\u110b" - "\u110c", "\u110e" - "\u1112", "\u113c", "\u113e", "\u1140", "\u114c", "\u114e", "\u1150", "\u1154" - "\u1155", "\u1159", "\u115f" - "\u1161", "\u1163", "\u1165", "\u1167", "\u1169", "\u116d" - "\u116e", "\u1172" - "\u1173", "\u1175", "\u119e", "\u11a8", "\u11ab", "\u11ae" - "\u11af", "\u11b7" - "\u11b8", "\u11ba", "\u11bc" - "\u11c2", "\u11eb", "\u11f0", "\u11f9", "\u1e00" - "\u1e9b", "\u1ea0" - "\u1ef9", "\u1f00" - "\u1f15", "\u1f18" - "\u1f1d", "\u1f20" - "\u1f45", "\u1f48" - "\u1f4d", "\u1f50" - "\u1f57", "\u1f59", "\u1f5b", "\u1f5d", "\u1f5f" - "\u1f7d", "\u1f80" - "\u1fb4", "\u1fb6" - "\u1fbc", "\u1fbe", "\u1fc2" - "\u1fc4", "\u1fc6" - "\u1fcc", "\u1fd0" - "\u1fd3", "\u1fd6" - "\u1fdb", "\u1fe0" - "\u1fec", "\u1ff2" - "\u1ff4", "\u1ff6" - "\u1ffc", "\u2126", "\u212a" - "\u212b", "\u212e", "\u2180" - "\u2182", "\u3041" - "\u3094", "\u30a1" - "\u30fa", "\u3105" - "\u312c", "\uac00" - "\ud7a3"] >
+}
+
+TOKEN :
+{
+ < #Ideographic : ["\u4e00" - "\u9fa5", "\u3007", "\u3021" - "\u3029"] >
+}
+
+TOKEN :
+{
+ < #CombiningChar : ["\u0300" - "\u0345", "\u0360" - "\u0361", "\u0483" - "\u0486", "\u0591" - "\u05a1", "\u05a3" - "\u05b9", "\u05bb" - "\u05bd", "\u05bf", "\u05c1" - "\u05c2", "\u05c4", "\u064b" - "\u0652", "\u0670", "\u06d6" - "\u06dc", "\u06dd" - "\u06df", "\u06e0" - "\u06e4", "\u06e7" - "\u06e8", "\u06ea" - "\u06ed", "\u0901" - "\u0903", "\u093c", "\u093e" - "\u094c", "\u094d", "\u0951" - "\u0954", "\u0962" - "\u0963", "\u0981" - "\u0983", "\u09bc", "\u09be", "\u09bf", "\u09c0" - "\u09c4", "\u09c7" - "\u09c8", "\u09cb" - "\u09cd", "\u09d7", "\u09e2" - "\u09e3", "\u0a02", "\u0a3c", "\u0a3e", "\u0a3f", "\u0a40" - "\u0a42", "\u0a47" - "\u0a48", "\u0a4b" - "\u0a4d", "\u0a70" - "\u0a71", "\u0a81" - "\u0a83", "\u0abc", "\u0abe" - "\u0ac5", "\u0ac7" - "\u0ac9", "\u0acb" - "\u0acd", "\u0b01" - "\u0b03", "\u0b3c", "\u0b3e" - "\u0b43", "\u0b47" - "\u0b48", "\u0b4b" - "\u0b4d", "\u0b56" - "\u0b57", "\u0b82" - "\u0b83", "\u0bbe" - "\u0bc2", "\u0bc6" - "\u0bc8", "\u0bca" - "\u0bcd", "\u0bd7", "\u0c01" - "\u0c03", "\u0c3e" - "\u0c44", "\u0c46" - "\u0c48", "\u0c4a" - "\u0c4d", "\u0c55" - "\u0c56", "\u0c82" - "\u0c83", "\u0cbe" - "\u0cc4", "\u0cc6" - "\u0cc8", "\u0cca" - "\u0ccd", "\u0cd5" - "\u0cd6", "\u0d02" - "\u0d03", "\u0d3e" - "\u0d43", "\u0d46" - "\u0d48", "\u0d4a" - "\u0d4d", "\u0d57", "\u0e31", "\u0e34" - "\u0e3a", "\u0e47" - "\u0e4e", "\u0eb1", "\u0eb4" - "\u0eb9", "\u0ebb" - "\u0ebc", "\u0ec8" - "\u0ecd", "\u0f18" - "\u0f19", "\u0f35", "\u0f37", "\u0f39", "\u0f3e", "\u0f3f", "\u0f71" - "\u0f84", "\u0f86" - "\u0f8b", "\u0f90" - "\u0f95", "\u0f97", "\u0f99" - "\u0fad", "\u0fb1" - "\u0fb7", "\u0fb9", "\u20d0" - "\u20dc", "\u20e1", "\u302a" - "\u302f", "\u3099", "\u309a"] >
+}
+
+TOKEN :
+{
+ < #Digit : ["\u0030" - "\u0039", "\u0660" - "\u0669", "\u06f0" - "\u06f9", "\u0966" - "\u096f", "\u09e6" - "\u09ef", "\u0a66" - "\u0a6f", "\u0ae6" - "\u0aef", "\u0b66" - "\u0b6f", "\u0be7" - "\u0bef", "\u0c66" - "\u0c6f", "\u0ce6" - "\u0cef", "\u0d66" - "\u0d6f", "\u0e50" - "\u0e59", "\u0ed0" - "\u0ed9", "\u0f20" - "\u0f29"] >
+}
+
+TOKEN :
+{
+ < #Extender : ["\u00b7", "\u02d0", "\u02d1", "\u0387", "\u0640", "\u0e46", "\u0ec6", "\u3005", "\u3031" - "\u3035", "\u309d" - "\u309e", "\u30fc" - "\u30fe"] >
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTest.java b/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTest.java
new file mode 100644
index 0000000..4ea43a3
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTest.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.algebricks.examples.piglet.test;
+
+import java.io.File;
+
+import junit.framework.Test;
+import junit.framework.TestSuite;
+
+public class PigletTest {
+    public static Test suite() {
+        TestSuite suite = new TestSuite();
+        File dir = new File("testcases");
+        findAndAddTests(suite, dir);
+
+        return suite;
+    }
+
+    private static void findAndAddTests(TestSuite suite, File dir) {
+        for (final File f : dir.listFiles()) {
+            if (f.getName().startsWith(".")) {
+                continue;
+            }
+            if (f.isDirectory()) {
+                findAndAddTests(suite, f);
+            } else if (f.getName().endsWith(".piglet")) {
+                suite.addTest(new PigletTestCase(f));
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTestCase.java b/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTestCase.java
new file mode 100644
index 0000000..3964edc
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/src/test/java/org/apache/algebricks/examples/piglet/test/PigletTestCase.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.algebricks.examples.piglet.test;
+
+import java.io.File;
+import java.io.FileReader;
+import java.util.List;
+
+import junit.framework.TestCase;
+
+import org.junit.Test;
+
+import org.apache.hyracks.algebricks.examples.piglet.ast.ASTNode;
+import org.apache.hyracks.algebricks.examples.piglet.compiler.PigletCompiler;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class PigletTestCase extends TestCase {
+
+    private final File file;
+
+    PigletTestCase(File file) {
+        super("testPiglet");
+        this.file = file;
+    }
+
+    @Test
+    public void testPiglet() {
+        try {
+            FileReader in = new FileReader(file);
+            try {
+                PigletCompiler c = new PigletCompiler();
+
+                List<ASTNode> ast = c.parse(in);
+                JobSpecification jobSpec = c.compile(ast);
+
+                System.err.println(jobSpec.toJSON());
+            } finally {
+                in.close();
+            }
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/algebricks/algebricks-examples/piglet-example/testcases/q1.piglet b/algebricks/algebricks-examples/piglet-example/testcases/q1.piglet
new file mode 100644
index 0000000..88111ff
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/testcases/q1.piglet
@@ -0,0 +1,2 @@
+R = load "nc1:data/file1.txt,nc2:data/file2.txt" as (id : int, name : chararray);
+dump R into "nc1:output";
diff --git a/algebricks/algebricks-examples/piglet-example/testcases/q2.piglet b/algebricks/algebricks-examples/piglet-example/testcases/q2.piglet
new file mode 100644
index 0000000..5c45ac1
--- /dev/null
+++ b/algebricks/algebricks-examples/piglet-example/testcases/q2.piglet
@@ -0,0 +1,3 @@
+R = load "nc1:data/file1.txt,nc2:data/file2.txt" as (id : int, name : chararray);
+S = filter R by id == 5;
+dump S into "nc1:output";
diff --git a/algebricks/algebricks-examples/pom.xml b/algebricks/algebricks-examples/pom.xml
new file mode 100644
index 0000000..5a1cd27
--- /dev/null
+++ b/algebricks/algebricks-examples/pom.xml
@@ -0,0 +1,55 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-examples</artifactId>
+  <packaging>pom</packaging>
+  <name>algebricks-examples</name>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>algebricks-core</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+    </dependencies>
+
+    <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>piglet-example</module>
+  </modules>
+</project>
diff --git a/algebricks/algebricks-rewriter/pom.xml b/algebricks/algebricks-rewriter/pom.xml
new file mode 100644
index 0000000..f1333a5
--- /dev/null
+++ b/algebricks/algebricks-rewriter/pom.xml
@@ -0,0 +1,52 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-rewriter</artifactId>
+  <name>algebricks-rewriter</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>algebricks-core</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractDecorrelationRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractDecorrelationRule.java
new file mode 100644
index 0000000..734090e
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractDecorrelationRule.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.rewriter.util.PhysicalOptimizationsUtil;
+
+public abstract class AbstractDecorrelationRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    protected boolean descOrSelfIsScanOrJoin(AbstractLogicalOperator op2) {
+        LogicalOperatorTag t = op2.getOperatorTag();
+        if (isScanOrJoin(t)) {
+            return true;
+        }
+        if (op2.getInputs().size() != 1) {
+            return false;
+        }
+        AbstractLogicalOperator alo = (AbstractLogicalOperator) op2.getInputs().get(0).getValue();
+        if (descOrSelfIsScanOrJoin(alo)) {
+            return true;
+        }
+        return false;
+    }
+
+    protected boolean isScanOrJoin(LogicalOperatorTag t) {
+        if (t == LogicalOperatorTag.DATASOURCESCAN || t == LogicalOperatorTag.INNERJOIN
+                || t == LogicalOperatorTag.UNNEST || t == LogicalOperatorTag.UNNEST_MAP
+                || t == LogicalOperatorTag.LEFTOUTERJOIN) {
+            return true;
+        }
+        return false;
+    }
+
+    protected Set<LogicalVariable> computeGbyVarsUsingPksOnly(Set<LogicalVariable> varSet, AbstractLogicalOperator op,
+            IOptimizationContext context) throws AlgebricksException {
+        PhysicalOptimizationsUtil.computeFDsAndEquivalenceClasses(op, context);
+        List<FunctionalDependency> fdList = context.getFDList(op);
+        if (fdList == null) {
+            return null;
+        }
+        // check if any of the FDs is a key
+        for (FunctionalDependency fd : fdList) {
+            if (fd.getTail().containsAll(varSet)) {
+                return new HashSet<LogicalVariable>(fd.getHead());
+            }
+        }
+        return null;
+    }
+
+    protected void buildVarExprList(Collection<LogicalVariable> vars, IOptimizationContext context, GroupByOperator g,
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> outVeList) throws AlgebricksException {
+        for (LogicalVariable ov : vars) {
+            LogicalVariable newVar = context.newVar();
+            ILogicalExpression varExpr = new VariableReferenceExpression(newVar);
+            outVeList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(ov,
+                    new MutableObject<ILogicalExpression>(varExpr)));
+            for (ILogicalPlan p : g.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    OperatorManipulationUtil.substituteVarRec((AbstractLogicalOperator) r.getValue(), ov, newVar, true,
+                            context);
+                }
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractExtractExprRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractExtractExprRule.java
new file mode 100644
index 0000000..bce72c1
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractExtractExprRule.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public abstract class AbstractExtractExprRule implements IAlgebraicRewriteRule {
+
+    protected LogicalVariable extractExprIntoAssignOpRef(ILogicalExpression gExpr, Mutable<ILogicalOperator> opRef2,
+            IOptimizationContext context) throws AlgebricksException {
+        LogicalVariable v = context.newVar();
+        AssignOperator a = new AssignOperator(v, new MutableObject<ILogicalExpression>(gExpr));
+        a.getInputs().add(new MutableObject<ILogicalOperator>(opRef2.getValue()));
+        opRef2.setValue(a);
+        if (gExpr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+            context.addNotToBeInlinedVar(v);
+        }
+        context.computeAndSetTypeEnvironmentForOperator(a);
+        return v;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceCombinerRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceCombinerRule.java
new file mode 100644
index 0000000..a403211
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceCombinerRule.java
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AggregateFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public abstract class AbstractIntroduceCombinerRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    /**
+     * Replace the original aggregate functions with their corresponding global aggregate function.
+     */
+    protected void replaceOriginalAggFuncs(Set<SimilarAggregatesInfo> toReplaceSet) {
+        for (SimilarAggregatesInfo sai : toReplaceSet) {
+            for (AggregateExprInfo aei : sai.simAggs) {
+                AbstractFunctionCallExpression afce = (AbstractFunctionCallExpression) aei.aggExprRef.getValue();
+                afce.setFunctionInfo(aei.newFunInfo);
+                afce.getArguments().clear();
+                afce.getArguments().add(new MutableObject<ILogicalExpression>(sai.stepOneResult));
+            }
+        }
+    }
+
+    protected Pair<Boolean, Mutable<ILogicalOperator>> tryToPushAgg(AggregateOperator initAgg,
+            GroupByOperator newGbyOp, Set<SimilarAggregatesInfo> toReplaceSet, IOptimizationContext context)
+            throws AlgebricksException {
+
+        ArrayList<LogicalVariable> pushedVars = new ArrayList<LogicalVariable>();
+        ArrayList<Mutable<ILogicalExpression>> pushedExprs = new ArrayList<Mutable<ILogicalExpression>>();
+
+        List<LogicalVariable> initVars = initAgg.getVariables();
+        List<Mutable<ILogicalExpression>> initExprs = initAgg.getExpressions();
+        int numExprs = initVars.size();
+
+        // First make sure that all agg funcs are two step, otherwise we cannot use local aggs.
+        for (int i = 0; i < numExprs; i++) {
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) initExprs.get(i).getValue();
+            if (!aggFun.isTwoStep()) {
+                return new Pair<Boolean, Mutable<ILogicalOperator>>(false, null);
+            }
+        }
+
+        boolean haveAggToReplace = false;
+        for (int i = 0; i < numExprs; i++) {
+            Mutable<ILogicalExpression> expRef = initExprs.get(i);
+            AggregateFunctionCallExpression aggFun = (AggregateFunctionCallExpression) expRef.getValue();
+            IFunctionInfo fi1 = aggFun.getStepOneAggregate();
+            // Clone the aggregate's args.
+            List<Mutable<ILogicalExpression>> newArgs = new ArrayList<Mutable<ILogicalExpression>>(aggFun
+                    .getArguments().size());
+            for (Mutable<ILogicalExpression> er : aggFun.getArguments()) {
+                newArgs.add(new MutableObject<ILogicalExpression>(er.getValue().cloneExpression()));
+            }
+            IFunctionInfo fi2 = aggFun.getStepTwoAggregate();
+
+            SimilarAggregatesInfo inf = new SimilarAggregatesInfo();
+            LogicalVariable newAggVar = context.newVar();
+            pushedVars.add(newAggVar);
+            inf.stepOneResult = new VariableReferenceExpression(newAggVar);
+            inf.simAggs = new ArrayList<AggregateExprInfo>();
+            toReplaceSet.add(inf);
+            AggregateFunctionCallExpression aggLocal = new AggregateFunctionCallExpression(fi1, false, newArgs);
+            pushedExprs.add(new MutableObject<ILogicalExpression>(aggLocal));
+            AggregateExprInfo aei = new AggregateExprInfo();
+            aei.aggExprRef = expRef;
+            aei.newFunInfo = fi2;
+            inf.simAggs.add(aei);
+            haveAggToReplace = true;
+        }
+
+        if (!pushedVars.isEmpty()) {
+            AggregateOperator pushedAgg = new AggregateOperator(pushedVars, pushedExprs);
+            pushedAgg.setExecutionMode(ExecutionMode.LOCAL);
+            // If newGbyOp is null, then we optimizing an aggregate without group by.
+            if (newGbyOp != null) {
+                // Cut and paste nested input pipelines of initAgg to pushedAgg's input
+                Mutable<ILogicalOperator> inputRef = initAgg.getInputs().get(0);
+                Mutable<ILogicalOperator> bottomRef = inputRef;
+                while (bottomRef.getValue().getInputs().size() > 0) {
+                    bottomRef = bottomRef.getValue().getInputs().get(0);
+                }
+                ILogicalOperator oldNts = bottomRef.getValue();
+                initAgg.getInputs().clear();
+                initAgg.getInputs().add(new MutableObject<ILogicalOperator>(oldNts));
+
+                // Hook up the nested aggregate op with the outer group by.
+                NestedTupleSourceOperator nts = new NestedTupleSourceOperator(new MutableObject<ILogicalOperator>(
+                        newGbyOp));
+                nts.setExecutionMode(ExecutionMode.LOCAL);
+                bottomRef.setValue(nts);
+                pushedAgg.getInputs().add(inputRef);
+            } else {
+                // The local aggregate operator is fed by the input of the original aggregate operator.
+                pushedAgg.getInputs().add(new MutableObject<ILogicalOperator>(initAgg.getInputs().get(0).getValue()));
+                // Reintroduce assign op for the global agg partitioning var.
+                initAgg.getInputs().get(0).setValue(pushedAgg);
+                pushedAgg.setGlobal(false);
+                context.computeAndSetTypeEnvironmentForOperator(pushedAgg);
+            }
+            return new Pair<Boolean, Mutable<ILogicalOperator>>(true, new MutableObject<ILogicalOperator>(pushedAgg));
+        } else {
+            return new Pair<Boolean, Mutable<ILogicalOperator>>(haveAggToReplace, null);
+        }
+    }
+
+    protected class SimilarAggregatesInfo {
+        ILogicalExpression stepOneResult;
+        List<AggregateExprInfo> simAggs;
+    }
+
+    protected class AggregateExprInfo {
+        Mutable<ILogicalExpression> aggExprRef;
+        IFunctionInfo newFunInfo;
+    }
+
+    protected class BookkeepingInfo {
+        Map<GroupByOperator, List<LogicalVariable>> modifyGbyMap = new HashMap<GroupByOperator, List<LogicalVariable>>();
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceGroupByCombinerRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceGroupByCombinerRule.java
new file mode 100644
index 0000000..4d2fc30
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/AbstractIntroduceGroupByCombinerRule.java
@@ -0,0 +1,412 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.IsomorphismUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+
+public abstract class AbstractIntroduceGroupByCombinerRule extends AbstractIntroduceCombinerRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (context.checkIfInDontApplySet(this, op)) {
+            return false;
+        }
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        GroupByOperator gbyOp = (GroupByOperator) op;
+        if (gbyOp.getExecutionMode() != ExecutionMode.PARTITIONED) {
+            return false;
+        }
+
+        BookkeepingInfo bi = new BookkeepingInfo();
+        GroupByOperator newGbyOp = opToPush(gbyOp, bi, context);
+        if (newGbyOp == null) {
+            return false;
+        }
+
+        Set<LogicalVariable> newGbyLiveVars = new ListSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(newGbyOp, newGbyLiveVars);
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gbyOp.getDecorList()) {
+            List<LogicalVariable> usedDecorVars = new ArrayList<LogicalVariable>();
+            // p.second.getValue() should always return a VariableReferenceExpression, hence
+            // usedDecorVars should always contain only one variable.
+            p.second.getValue().getUsedVariables(usedDecorVars);
+            if (!newGbyLiveVars.contains(usedDecorVars.get(0))) {
+                // Let the left-hand side of gbyOp's decoration expressions populated through the combiner group-by without
+                // any intermediate assignment.
+                newGbyOp.addDecorExpression(null, p.second.getValue());
+            }
+        }
+        newGbyOp.setExecutionMode(ExecutionMode.LOCAL);
+        Object v = gbyOp.getAnnotations().get(OperatorAnnotations.USE_HASH_GROUP_BY);
+        newGbyOp.getAnnotations().put(OperatorAnnotations.USE_HASH_GROUP_BY, v);
+
+        Object v2 = gbyOp.getAnnotations().get(OperatorAnnotations.USE_EXTERNAL_GROUP_BY);
+        newGbyOp.getAnnotations().put(OperatorAnnotations.USE_EXTERNAL_GROUP_BY, v2);
+
+        List<LogicalVariable> propagatedVars = new LinkedList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(newGbyOp, propagatedVars);
+
+        Set<LogicalVariable> freeVars = new HashSet<LogicalVariable>();
+        OperatorPropertiesUtil.getFreeVariablesInSubplans(gbyOp, freeVars);
+
+        for (LogicalVariable var : freeVars) {
+            if (!propagatedVars.contains(var)) {
+                LogicalVariable newDecorVar = context.newVar();
+                newGbyOp.addDecorExpression(newDecorVar, new VariableReferenceExpression(var));
+                VariableUtilities.substituteVariables(gbyOp.getNestedPlans().get(0).getRoots().get(0).getValue(), var,
+                        newDecorVar, context);
+            }
+        }
+
+        Mutable<ILogicalOperator> opRef3 = gbyOp.getInputs().get(0);
+        opRef3.setValue(newGbyOp);
+        typeGby(newGbyOp, context);
+        typeGby(gbyOp, context);
+        context.addToDontApplySet(this, op);
+        return true;
+    }
+
+    private void typeGby(AbstractOperatorWithNestedPlans op, IOptimizationContext context) throws AlgebricksException {
+        for (ILogicalPlan p : op.getNestedPlans()) {
+            OperatorPropertiesUtil.typePlan(p, context);
+        }
+        context.computeAndSetTypeEnvironmentForOperator(op);
+    }
+
+    private GroupByOperator opToPush(GroupByOperator gbyOp, BookkeepingInfo bi, IOptimizationContext context)
+            throws AlgebricksException {
+        // Hook up input to new group-by.
+        Mutable<ILogicalOperator> opRef3 = gbyOp.getInputs().get(0);
+        ILogicalOperator op3 = opRef3.getValue();
+        GroupByOperator newGbyOp = new GroupByOperator();
+        newGbyOp.getInputs().add(new MutableObject<ILogicalOperator>(op3));
+        // Copy annotations.
+        Map<String, Object> annotations = newGbyOp.getAnnotations();
+        annotations.putAll(gbyOp.getAnnotations());
+
+        List<LogicalVariable> gbyVars = gbyOp.getGbyVarList();
+
+        // Backup nested plans since tryToPushSubplan(...) may mutate them.
+        List<ILogicalPlan> copiedNestedPlans = new ArrayList<>();
+        for (ILogicalPlan nestedPlan : gbyOp.getNestedPlans()) {
+            ILogicalPlan copiedNestedPlan = OperatorManipulationUtil.deepCopy(nestedPlan, gbyOp);
+            OperatorManipulationUtil.computeTypeEnvironment(copiedNestedPlan, context);
+            copiedNestedPlans.add(copiedNestedPlan);
+        }
+
+        for (ILogicalPlan p : gbyOp.getNestedPlans()) {
+            // NOTE: tryToPushSubplan(...) can mutate the nested subplan p.
+            Pair<Boolean, ILogicalPlan> bip = tryToPushSubplan(p, gbyOp, newGbyOp, bi, gbyVars, context);
+            if (!bip.first) {
+                // For now, if we cannot push everything, give up.
+                // Resets the group-by operator with backup nested plans.
+                gbyOp.getNestedPlans().clear();
+                gbyOp.getNestedPlans().addAll(copiedNestedPlans);
+                return null;
+            }
+            ILogicalPlan pushedSubplan = bip.second;
+            if (pushedSubplan != null) {
+                newGbyOp.getNestedPlans().add(pushedSubplan);
+            }
+        }
+
+        ArrayList<LogicalVariable> newOpGbyList = new ArrayList<LogicalVariable>();
+        ArrayList<LogicalVariable> replGbyList = new ArrayList<LogicalVariable>();
+        // Find maximal sequence of variable.
+        for (Map.Entry<GroupByOperator, List<LogicalVariable>> e : bi.modifyGbyMap.entrySet()) {
+            List<LogicalVariable> varList = e.getValue();
+            boolean see1 = true;
+            int sz1 = newOpGbyList.size();
+            int i = 0;
+            for (LogicalVariable v : varList) {
+                if (see1) {
+                    if (i < sz1) {
+                        LogicalVariable v2 = newOpGbyList.get(i);
+                        if (v != v2) {
+                            // cannot linearize
+                            return null;
+                        }
+                    } else {
+                        see1 = false;
+                        newOpGbyList.add(v);
+                        replGbyList.add(context.newVar());
+                    }
+                    i++;
+                } else {
+                    newOpGbyList.add(v);
+                    replGbyList.add(context.newVar());
+                }
+            }
+        }
+        // set the vars in the new op
+        int n = newOpGbyList.size();
+        for (int i = 0; i < n; i++) {
+            newGbyOp.addGbyExpression(replGbyList.get(i), new VariableReferenceExpression(newOpGbyList.get(i)));
+            VariableUtilities.substituteVariables(gbyOp, newOpGbyList.get(i), replGbyList.get(i), false, context);
+        }
+        return newGbyOp;
+    }
+
+    private Pair<Boolean, ILogicalPlan> tryToPushSubplan(ILogicalPlan nestedPlan, GroupByOperator oldGbyOp,
+            GroupByOperator newGbyOp, BookkeepingInfo bi, List<LogicalVariable> gbyVars, IOptimizationContext context)
+                    throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> pushedRoots = new ArrayList<Mutable<ILogicalOperator>>();
+        Set<SimilarAggregatesInfo> toReplaceSet = new HashSet<SimilarAggregatesInfo>();
+        for (Mutable<ILogicalOperator> r : nestedPlan.getRoots()) {
+            if (!tryToPushRoot(r, oldGbyOp, newGbyOp, bi, gbyVars, context, pushedRoots, toReplaceSet)) {
+                // For now, if we cannot push everything, give up.
+                return new Pair<Boolean, ILogicalPlan>(false, null);
+            }
+        }
+        if (pushedRoots.isEmpty()) {
+            return new Pair<Boolean, ILogicalPlan>(true, null);
+        } else {
+            // Replaces the aggregation expressions in the original group-by op with new ones.
+            ILogicalPlan newPlan = new ALogicalPlanImpl(pushedRoots);
+            ILogicalPlan plan = fingIdenticalPlan(newGbyOp, newPlan);
+            replaceOriginalAggFuncs(toReplaceSet);
+            if (plan == null) {
+                return new Pair<Boolean, ILogicalPlan>(true, newPlan);
+            } else {
+                // Does not add a nested subplan to newGbyOp if there already exists an isomorphic plan.
+                Set<LogicalVariable> originalVars = new ListSet<LogicalVariable>();
+                Set<LogicalVariable> newVars = new ListSet<LogicalVariable>();
+                for (Mutable<ILogicalOperator> rootRef : pushedRoots) {
+                    VariableUtilities.getProducedVariables(rootRef.getValue(), originalVars);
+                }
+                for (Mutable<ILogicalOperator> rootRef : plan.getRoots()) {
+                    VariableUtilities.getProducedVariables(rootRef.getValue(), newVars);
+                }
+
+                // Replaces variable exprs referring to the variables produced by newPlan by
+                // those produced by plan.
+                Iterator<LogicalVariable> originalVarIter = originalVars.iterator();
+                Iterator<LogicalVariable> newVarIter = newVars.iterator();
+                while (originalVarIter.hasNext()) {
+                    LogicalVariable originalVar = originalVarIter.next();
+                    LogicalVariable newVar = newVarIter.next();
+                    for (SimilarAggregatesInfo sai : toReplaceSet) {
+                        for (AggregateExprInfo aei : sai.simAggs) {
+                            ILogicalExpression afce = aei.aggExprRef.getValue();
+                            afce.substituteVar(originalVar, newVar);
+                        }
+                    }
+                }
+                return new Pair<Boolean, ILogicalPlan>(true, null);
+            }
+        }
+    }
+
+    private ILogicalPlan fingIdenticalPlan(GroupByOperator newGbyOp, ILogicalPlan plan) throws AlgebricksException {
+        for (ILogicalPlan nestedPlan : newGbyOp.getNestedPlans()) {
+            if (IsomorphismUtilities.isOperatorIsomorphicPlan(plan, nestedPlan)) {
+                return nestedPlan;
+            }
+        }
+        return null;
+    }
+
+    private boolean tryToPushRoot(Mutable<ILogicalOperator> root, GroupByOperator oldGbyOp, GroupByOperator newGbyOp,
+            BookkeepingInfo bi, List<LogicalVariable> gbyVars, IOptimizationContext context,
+            List<Mutable<ILogicalOperator>> toPushAccumulate, Set<SimilarAggregatesInfo> toReplaceSet)
+                    throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) root.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op1.getInputs().get(0).getValue();
+        // Finds nested group-by if any.
+        AbstractLogicalOperator op3 = op2;
+        while (op3.getOperatorTag() != LogicalOperatorTag.GROUP && op3.getInputs().size() == 1) {
+            op3 = (AbstractLogicalOperator) op3.getInputs().get(0).getValue();
+        }
+
+        if (op3.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            AggregateOperator initAgg = (AggregateOperator) op1;
+            Pair<Boolean, Mutable<ILogicalOperator>> pOpRef = tryToPushAgg(initAgg, newGbyOp, toReplaceSet, context);
+            if (!pOpRef.first) {
+                return false;
+            }
+            Mutable<ILogicalOperator> opRef = pOpRef.second;
+            if (opRef != null) {
+                toPushAccumulate.add(opRef);
+            }
+            bi.modifyGbyMap.put(oldGbyOp, gbyVars);
+            return true;
+        } else {
+            GroupByOperator nestedGby = (GroupByOperator) op3;
+            List<LogicalVariable> gbyVars2 = nestedGby.getGbyVarList();
+            Set<LogicalVariable> freeVars = new HashSet<>();
+            // Removes non-free variables defined in the nested plan.
+            OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(nestedGby, freeVars);
+            gbyVars2.retainAll(freeVars);
+
+            List<LogicalVariable> concatGbyVars = new ArrayList<LogicalVariable>(gbyVars);
+            concatGbyVars.addAll(gbyVars2);
+            for (ILogicalPlan p : nestedGby.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r2 : p.getRoots()) {
+                    if (!tryToPushRoot(r2, nestedGby, newGbyOp, bi, concatGbyVars, context, toPushAccumulate,
+                            toReplaceSet)) {
+                        return false;
+                    }
+                }
+            }
+
+            /***
+             * Push the nested pipeline which provides the input to the nested group operator into newGbyOp (the combined gby op).
+             * The change is to fix asterixdb issue 782.
+             */
+            // Finds the reference of the bottom-most operator in the pipeline that
+            // should not be pushed to the combiner group-by.
+            Mutable<ILogicalOperator> currentOpRef = new MutableObject<ILogicalOperator>(nestedGby);
+            Mutable<ILogicalOperator> bottomOpRef = findBottomOpRefStayInOldGby(currentOpRef);
+
+            // Adds the used variables in the pipeline from <code>currentOpRef</code> to <code>bottomOpRef</code>
+            // into the group-by keys for the introduced combiner group-by operator.
+            Set<LogicalVariable> usedVars = collectUsedFreeVariables(currentOpRef, bottomOpRef);
+            for (LogicalVariable usedVar : usedVars) {
+                if (!concatGbyVars.contains(usedVar)) {
+                    concatGbyVars.add(usedVar);
+                }
+            }
+
+            // Retains the nested pipeline above the identified operator in the old group-by operator.
+            // Pushes the nested pipeline under the select operator into the new group-by operator.
+            Mutable<ILogicalOperator> oldNtsRef = findNtsRef(currentOpRef);
+            ILogicalOperator opToCombiner = bottomOpRef.getValue().getInputs().get(0).getValue();
+            if (opToCombiner.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+                // No pipeline other than the aggregate operator needs to push to combiner.
+                return true;
+            }
+            bottomOpRef.getValue().getInputs().set(0, new MutableObject<ILogicalOperator>(oldNtsRef.getValue()));
+            Mutable<ILogicalOperator> newGbyNestedOpRef = findNtsRef(toPushAccumulate.get(0));
+            NestedTupleSourceOperator newNts = (NestedTupleSourceOperator) newGbyNestedOpRef.getValue();
+            newGbyNestedOpRef.setValue(opToCombiner);
+            oldNtsRef.setValue(newNts);
+            return true;
+        }
+    }
+
+    /**
+     * Find the set of used free variables along the pipeline from <code>topOpRef</code> (exclusive)
+     * to <code>bottomOpRef</code> (inclusive).
+     *
+     * @param topOpRef,
+     *            the top root of the pipeline.
+     * @param bottomOpRef,
+     *            the bottom of the pipeline.
+     * @return the set of used variables.
+     * @throws AlgebricksException
+     */
+    private Set<LogicalVariable> collectUsedFreeVariables(Mutable<ILogicalOperator> topOpRef,
+            Mutable<ILogicalOperator> bottomOpRef) throws AlgebricksException {
+        Set<LogicalVariable> usedVars = new HashSet<>();
+        Mutable<ILogicalOperator> currentOpRef = topOpRef;
+        while (currentOpRef != bottomOpRef) {
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+            VariableUtilities.getUsedVariables(currentOpRef.getValue(), usedVars);
+        }
+        Set<LogicalVariable> freeVars = new HashSet<>();
+        OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc((AbstractLogicalOperator) topOpRef.getValue(), freeVars);
+        usedVars.retainAll(freeVars);
+        return usedVars;
+    }
+
+    /**
+     * Find the reference of a nested tuple source operator in the query pipeline rooted at <code>currentOpRef</code>
+     *
+     * @param currentOpRef
+     * @return the reference of a nested tuple source operator
+     */
+    private Mutable<ILogicalOperator> findNtsRef(Mutable<ILogicalOperator> currentOpRef) {
+        while (currentOpRef.getValue().getInputs().size() > 0) {
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+        }
+        return currentOpRef;
+    }
+
+    /**
+     * Find the bottom-most nested operator reference in the query pipeline rooted at <code>currentOpRef</code>
+     * that cannot be pushed into the combiner group-by operator.
+     *
+     * @param currentOpRef
+     * @return the bottom-most reference of a select operator
+     */
+    private Mutable<ILogicalOperator> findBottomOpRefStayInOldGby(Mutable<ILogicalOperator> currentOpRef)
+            throws AlgebricksException {
+        Mutable<ILogicalOperator> bottomOpRef = currentOpRef;
+        while (currentOpRef.getValue().getInputs().size() > 0) {
+            Set<LogicalVariable> producedVars = new HashSet<>();
+            VariableUtilities.getProducedVariables(currentOpRef.getValue(), producedVars);
+            if (currentOpRef.getValue().getOperatorTag() == LogicalOperatorTag.SELECT || !producedVars.isEmpty()) {
+                bottomOpRef = currentOpRef;
+            }
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+        }
+        return bottomOpRef;
+    }
+
+    /**
+     * Deal with the case where the nested plan in the combiner gby operator has a null-test before invoking aggregation functions.
+     *
+     * @param context
+     *            The optimization context.
+     * @param nestedGby
+     *            The nested gby operator in the global gby operator's subplan.
+     * @param firstAggVar
+     *            The first aggregation variable produced by the combiner gby.
+     */
+    protected abstract void processNullTest(IOptimizationContext context, GroupByOperator nestedGby,
+            List<LogicalVariable> aggregateVarsProducedByCombiner);
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java
new file mode 100644
index 0000000..aeeaf4e
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/BreakSelectIntoConjunctsRule.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class BreakSelectIntoConjunctsRule implements IAlgebraicRewriteRule {
+
+    private List<Mutable<ILogicalExpression>> conjs = new ArrayList<Mutable<ILogicalExpression>>();
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        SelectOperator select = (SelectOperator) op;
+
+        ILogicalExpression cond = select.getCondition().getValue();
+
+        conjs.clear();
+        if (!cond.splitIntoConjuncts(conjs)) {
+            return false;
+        }
+
+        Mutable<ILogicalOperator> childOfSelect = select.getInputs().get(0);
+        boolean fst = true;
+        ILogicalOperator botOp = select;
+        ILogicalExpression firstExpr = null;
+        for (Mutable<ILogicalExpression> eRef : conjs) {
+            ILogicalExpression e = eRef.getValue();
+            if (fst) {
+                fst = false;
+                firstExpr = e;
+            } else {
+                SelectOperator newSelect = new SelectOperator(new MutableObject<ILogicalExpression>(e),
+                        select.getRetainNull(), select.getNullPlaceholderVariable());
+                List<Mutable<ILogicalOperator>> botInpList = botOp.getInputs();
+                botInpList.clear();
+                botInpList.add(new MutableObject<ILogicalOperator>(newSelect));
+                context.computeAndSetTypeEnvironmentForOperator(botOp);
+                botOp = newSelect;
+            }
+        }
+        botOp.getInputs().add(childOfSelect);
+        select.getCondition().setValue(firstExpr);
+        context.computeAndSetTypeEnvironmentForOperator(botOp);
+        context.computeAndSetTypeEnvironmentForOperator(select);
+
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexJoinInferenceRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexJoinInferenceRule.java
new file mode 100644
index 0000000..0b94fdd
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexJoinInferenceRule.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class ComplexJoinInferenceRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator op = opRef.getValue();
+        if (!(op instanceof AbstractScanOperator)) {
+            return false;
+        }
+
+        Mutable<ILogicalOperator> opRef2 = op.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op2;
+
+        Mutable<ILogicalOperator> opRef3 = subplan.getInputs().get(0);
+        AbstractLogicalOperator op3 = (AbstractLogicalOperator) opRef3.getValue();
+
+        if (op3.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE
+                || op3.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return false;
+        }
+
+        if (subplanHasFreeVariables(subplan)) {
+            return false;
+        }
+
+        HashSet<LogicalVariable> varsUsedInUnnest = new HashSet<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op, varsUsedInUnnest);
+
+        HashSet<LogicalVariable> producedInSubplan = new HashSet<LogicalVariable>();
+        VariableUtilities.getProducedVariables(subplan, producedInSubplan);
+
+        if (!producedInSubplan.containsAll(varsUsedInUnnest)) {
+            return false;
+        }
+
+        ntsToEtsInSubplan(subplan, context);
+        cleanupJoins(subplan);
+        InnerJoinOperator join = new InnerJoinOperator(new MutableObject<ILogicalExpression>(ConstantExpression.TRUE));
+        join.getInputs().add(opRef3);
+        opRef2.setValue(OperatorManipulationUtil.eliminateSingleSubplanOverEts(subplan));
+        join.getInputs().add(new MutableObject<ILogicalOperator>(op));
+        opRef.setValue(join);
+        context.computeAndSetTypeEnvironmentForOperator(join);
+        return true;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    private static void cleanupJoins(SubplanOperator s) {
+        for (ILogicalPlan p : s.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                cleanupJoins(r);
+            }
+        }
+    }
+
+    /** clean up joins that have one input branch that is empty tuple source */
+    private static void cleanupJoins(Mutable<ILogicalOperator> opRef) {
+        if (opRef.getValue() instanceof AbstractBinaryJoinOperator) {
+            for (Mutable<ILogicalOperator> inputRef : opRef.getValue().getInputs()) {
+                if (inputRef.getValue().getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+                    opRef.getValue().getInputs().remove(inputRef);
+                    opRef.setValue(opRef.getValue().getInputs().get(0).getValue());
+                    break;
+                }
+            }
+        }
+        for (Mutable<ILogicalOperator> inputRef : opRef.getValue().getInputs()) {
+            cleanupJoins(inputRef);
+        }
+    }
+
+    private static void ntsToEtsInSubplan(SubplanOperator s, IOptimizationContext context) throws AlgebricksException {
+        for (ILogicalPlan p : s.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                OperatorManipulationUtil.ntsToEts(r, context);
+            }
+        }
+    }
+
+    private static boolean subplanHasFreeVariables(SubplanOperator s) throws AlgebricksException {
+        for (ILogicalPlan p : s.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                if (OperatorPropertiesUtil.hasFreeVariablesInSelfOrDesc((AbstractLogicalOperator) r.getValue())) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexUnnestToProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexUnnestToProductRule.java
new file mode 100644
index 0000000..270d8e4
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ComplexUnnestToProductRule.java
@@ -0,0 +1,319 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Complex rewrite rule for producing joins from unnests.
+ * This rule is limited to creating left-deep trees.
+ */
+public class ComplexUnnestToProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN
+                && op.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return false;
+        }
+
+        //stop rewriting if the operators originates from a nested tuple source
+        if (insideSubplan(opRef)) {
+            return false;
+        }
+
+        // We may pull selects above the join we create in order to eliminate possible dependencies between
+        // the outer and inner input plans of the join.
+        List<ILogicalOperator> topSelects = new ArrayList<ILogicalOperator>();
+
+        // Keep track of the operators and used variables participating in the inner input plan.
+        HashSet<LogicalVariable> innerUsedVars = new HashSet<LogicalVariable>();
+        List<ILogicalOperator> innerOps = new ArrayList<ILogicalOperator>();
+        HashSet<LogicalVariable> outerUsedVars = new HashSet<LogicalVariable>();
+        List<ILogicalOperator> outerOps = new ArrayList<ILogicalOperator>();
+        innerOps.add(op);
+        VariableUtilities.getUsedVariables(op, innerUsedVars);
+
+        Mutable<ILogicalOperator> opRef2 = op.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+
+        // Find an unnest or join and partition the plan between the first unnest and that operator into independent parts.
+        if (!findPlanPartition(op2, innerUsedVars, outerUsedVars, innerOps, outerOps, topSelects, false)) {
+            // We could not find an unnest or join.
+            return false;
+        }
+        // The last operator must be an unnest or join.
+        AbstractLogicalOperator unnestOrJoin = (AbstractLogicalOperator) outerOps.get(outerOps.size() - 1);
+
+        ILogicalOperator outerRoot = null;
+        ILogicalOperator innerRoot = null;
+        EmptyTupleSourceOperator ets = new EmptyTupleSourceOperator();
+        // If we found a join, simply use it as the outer root.
+        if (unnestOrJoin.getOperatorTag() != LogicalOperatorTag.INNERJOIN
+                && unnestOrJoin.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            // We've found a second unnest. First, sanity check that the unnest does not produce any vars that are used by the plan above (until the first unnest).
+            List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
+            VariableUtilities.getProducedVariables(unnestOrJoin, producedVars);
+            for (LogicalVariable producedVar : producedVars) {
+                if (innerUsedVars.contains(producedVar)) {
+                    return false;
+                }
+            }
+            // Continue finding a partitioning of the plan such that the inner and outer partitions are independent, in order to feed a join.
+            // Now, we look below the second unnest or join.
+            VariableUtilities.getUsedVariables(unnestOrJoin, outerUsedVars);
+            AbstractLogicalOperator unnestChild = (AbstractLogicalOperator) unnestOrJoin.getInputs().get(0).getValue();
+            if (!findPlanPartition(unnestChild, innerUsedVars, outerUsedVars, innerOps, outerOps, topSelects, true)) {
+                // We could not find a suitable partitioning.
+                return false;
+            }
+        }
+        innerRoot = buildOperatorChain(innerOps, ets, context);
+        context.computeAndSetTypeEnvironmentForOperator(innerRoot);
+        outerRoot = buildOperatorChain(outerOps, null, context);
+        context.computeAndSetTypeEnvironmentForOperator(outerRoot);
+
+        InnerJoinOperator product = new InnerJoinOperator(
+                new MutableObject<ILogicalExpression>(ConstantExpression.TRUE));
+        // Outer branch.
+        product.getInputs().add(new MutableObject<ILogicalOperator>(outerRoot));
+        // Inner branch.
+        product.getInputs().add(new MutableObject<ILogicalOperator>(innerRoot));
+        context.computeAndSetTypeEnvironmentForOperator(product);
+        // Put the selects on top of the join.
+        ILogicalOperator topOp = product;
+        if (!topSelects.isEmpty()) {
+            topOp = buildOperatorChain(topSelects, product, context);
+        }
+        // Plug the selects + product in the plan.
+        opRef.setValue(topOp);
+        context.computeAndSetTypeEnvironmentForOperator(topOp);
+        return true;
+    }
+
+    private ILogicalOperator buildOperatorChain(List<ILogicalOperator> ops, ILogicalOperator bottomOp,
+            IOptimizationContext context) throws AlgebricksException {
+        ILogicalOperator root = ops.get(0);
+        ILogicalOperator prevOp = root;
+        for (int i = 1; i < ops.size(); i++) {
+            ILogicalOperator inputOp = ops.get(i);
+            prevOp.getInputs().clear();
+            prevOp.getInputs().add(new MutableObject<ILogicalOperator>(inputOp));
+            prevOp = inputOp;
+        }
+        if (bottomOp != null) {
+            context.computeAndSetTypeEnvironmentForOperator(bottomOp);
+            prevOp.getInputs().clear();
+            prevOp.getInputs().add(new MutableObject<ILogicalOperator>(bottomOp));
+        }
+        return root;
+    }
+
+    private boolean findPlanPartition(AbstractLogicalOperator op, HashSet<LogicalVariable> innerUsedVars,
+            HashSet<LogicalVariable> outerUsedVars, List<ILogicalOperator> innerOps, List<ILogicalOperator> outerOps,
+            List<ILogicalOperator> topSelects, boolean belowSecondUnnest) throws AlgebricksException {
+        if (belowSecondUnnest && innerUsedVars.isEmpty()) {
+            // Trivially joinable.
+            return true;
+        }
+        if (!belowSecondUnnest) {
+            // Bail on the following operators.
+            switch (op.getOperatorTag()) {
+                case AGGREGATE:
+                case SUBPLAN:
+                case GROUP:
+                case UNNEST_MAP:
+                    return false;
+            }
+        }
+        switch (op.getOperatorTag()) {
+            case UNNEST:
+            case DATASOURCESCAN: {
+                // We may have reached this state by descending through a subplan.
+                outerOps.add(op);
+                return true;
+            }
+            case INNERJOIN:
+            case LEFTOUTERJOIN: {
+                // Make sure that no variables that are live under this join are needed by the inner.
+                List<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+                VariableUtilities.getLiveVariables(op, liveVars);
+                for (LogicalVariable liveVar : liveVars) {
+                    if (innerUsedVars.contains(liveVar)) {
+                        return false;
+                    }
+                }
+                outerOps.add(op);
+                return true;
+            }
+            case SELECT: {
+                // Remember this select to pulling it above the join.
+                if (innerUsedVars.isEmpty()) {
+                    outerOps.add(op);
+                } else {
+                    topSelects.add(op);
+                }
+                break;
+            }
+            case PROJECT: {
+                // Throw away projects from the plan since we are pulling selects up.
+                break;
+            }
+            case EMPTYTUPLESOURCE:
+            case NESTEDTUPLESOURCE: {
+                if (belowSecondUnnest) {
+                    // We have successfully partitioned the plan into independent parts to be plugged into the join.
+                    return true;
+                } else {
+                    // We could not find a second unnest or a join.
+                    return false;
+                }
+            }
+            default: {
+                // The inner is trivially independent.
+                if (!belowSecondUnnest && innerUsedVars.isEmpty()) {
+                    outerOps.add(op);
+                    break;
+                }
+
+                // Examine produced vars to determine which partition uses them.
+                List<LogicalVariable> producedVars = new ArrayList<LogicalVariable>();
+                VariableUtilities.getProducedVariables(op, producedVars);
+                int outerMatches = 0;
+                int innerMatches = 0;
+                for (LogicalVariable producedVar : producedVars) {
+                    if (outerUsedVars.contains(producedVar)) {
+                        outerMatches++;
+                    }
+                    if (innerUsedVars.contains(producedVar)) {
+                        innerMatches++;
+                    }
+                }
+
+                HashSet<LogicalVariable> targetUsedVars = null;
+                if (outerMatches == producedVars.size() && !producedVars.isEmpty()) {
+                    // All produced vars used by outer partition.
+                    outerOps.add(op);
+                    targetUsedVars = outerUsedVars;
+                }
+                if (innerMatches == producedVars.size() && !producedVars.isEmpty()) {
+                    // All produced vars used by inner partition.
+                    innerOps.add(op);
+                    targetUsedVars = innerUsedVars;
+                }
+                if (innerMatches == 0 && outerMatches == 0) {
+                    // Op produces variables that are not used in the part of the plan we've seen (or it doesn't produce any vars).
+                    // Try to figure out where it belongs by analyzing the used variables.
+                    List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+                    VariableUtilities.getUsedVariables(op, usedVars);
+                    for (LogicalVariable usedVar : usedVars) {
+                        boolean canBreak = false;
+                        if (outerUsedVars.contains(usedVar)) {
+                            outerOps.add(op);
+                            targetUsedVars = outerUsedVars;
+                            canBreak = true;
+                        }
+                        if (innerUsedVars.contains(usedVar)) {
+                            innerOps.add(op);
+                            targetUsedVars = innerUsedVars;
+                            canBreak = true;
+                        }
+                        if (canBreak) {
+                            break;
+                        }
+                    }
+                } else if (innerMatches != 0 && outerMatches != 0) {
+                    // The current operator produces variables that are used by both partitions, so the inner and outer are not independent and, therefore, we cannot create a join.
+                    // TODO: We may still be able to split the operator to create a viable partitioning.
+                    return false;
+                }
+
+                // TODO: For now we bail here, but we could remember such ops and determine their target partition at a later point.
+                if (targetUsedVars == null) {
+                    return false;
+                }
+
+                // Update used variables of partition that op belongs to.
+                if (op.hasNestedPlans() && op.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+                    AbstractOperatorWithNestedPlans opWithNestedPlans = (AbstractOperatorWithNestedPlans) op;
+                    opWithNestedPlans.getUsedVariablesExceptNestedPlans(targetUsedVars);
+                } else {
+                    VariableUtilities.getUsedVariables(op, targetUsedVars);
+                }
+                break;
+            }
+        }
+        if (!op.hasInputs()) {
+            if (!belowSecondUnnest) {
+                // We could not find a second unnest or a join.
+                return false;
+            } else {
+                // We have successfully partitioned the plan into independent parts to be plugged into the join.
+                return true;
+            }
+        }
+        return findPlanPartition((AbstractLogicalOperator) op.getInputs().get(0).getValue(), innerUsedVars,
+                outerUsedVars, innerOps, outerOps, topSelects, belowSecondUnnest);
+    }
+
+    /**
+     * check whether the operator is inside a sub-plan
+     *
+     * @param nestedRootRef
+     * @return true-if it is; false otherwise.
+     */
+    private boolean insideSubplan(Mutable<ILogicalOperator> nestedRootRef) {
+        AbstractLogicalOperator nestedRoot = (AbstractLogicalOperator) nestedRootRef.getValue();
+        if (nestedRoot.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return true;
+        }
+        List<Mutable<ILogicalOperator>> inputs = nestedRoot.getInputs();
+        for (Mutable<ILogicalOperator> input : inputs) {
+            if (insideSubplan(input)) {
+                return true;
+            }
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateAssignsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateAssignsRule.java
new file mode 100644
index 0000000..8f6e9a1
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateAssignsRule.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class ConsolidateAssignsRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        AssignOperator assign1 = (AssignOperator) op;
+
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) assign1.getInputs().get(0).getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        AssignOperator assign2 = (AssignOperator) op2;
+
+        HashSet<LogicalVariable> used1 = new HashSet<LogicalVariable>();
+        VariableUtilities.getUsedVariables(assign1, used1);
+        for (LogicalVariable v2 : assign2.getVariables()) {
+            if (used1.contains(v2)) {
+                return false;
+            }
+        }
+
+        assign1.getVariables().addAll(assign2.getVariables());
+        assign1.getExpressions().addAll(assign2.getExpressions());
+
+        Mutable<ILogicalOperator> botOpRef = assign2.getInputs().get(0);
+        List<Mutable<ILogicalOperator>> asgnInpList = assign1.getInputs();
+        asgnInpList.clear();
+        asgnInpList.add(botOpRef);
+        context.computeAndSetTypeEnvironmentForOperator(assign1);
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateSelectsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateSelectsRule.java
new file mode 100644
index 0000000..ae52c35
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ConsolidateSelectsRule.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Matches the following operator pattern:
+ * (select) <-- ((assign)* <-- (select)*)+
+ * Consolidates the selects to:
+ * (select) <-- (assign)*
+ */
+public class ConsolidateSelectsRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        SelectOperator firstSelect = (SelectOperator) op;
+
+        IFunctionInfo andFn = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND);
+        // New conjuncts for consolidated select.
+        AbstractFunctionCallExpression conj = null;
+        AbstractLogicalOperator topMostOp = null;
+        AbstractLogicalOperator selectParent = null;
+        AbstractLogicalOperator nextSelect = firstSelect;
+        do {
+            // Skip through assigns.
+            do {
+                selectParent = nextSelect;
+                nextSelect = (AbstractLogicalOperator) selectParent.getInputs().get(0).getValue();
+            } while (nextSelect.getOperatorTag() == LogicalOperatorTag.ASSIGN && OperatorPropertiesUtil
+                    .isMovable(nextSelect) /* Select cannot be pushed through un-movable operators.*/);
+            // Stop if the child op is not a select.
+            if (nextSelect.getOperatorTag() != LogicalOperatorTag.SELECT) {
+                break;
+            }
+            // Remember the top-most op that we are not removing.
+            topMostOp = selectParent;
+
+            // Initialize the new conjuncts, if necessary.
+            if (conj == null) {
+                conj = new ScalarFunctionCallExpression(andFn);
+                // Add the first select's condition.
+                conj.getArguments().add(new MutableObject<ILogicalExpression>(firstSelect.getCondition().getValue()));
+            }
+
+            // Consolidate all following selects.
+            do {
+                // Add the condition nextSelect to the new list of conjuncts.
+                conj.getArguments().add(((SelectOperator) nextSelect).getCondition());
+                selectParent = nextSelect;
+                nextSelect = (AbstractLogicalOperator) nextSelect.getInputs().get(0).getValue();
+            } while (nextSelect.getOperatorTag() == LogicalOperatorTag.SELECT);
+
+            // Hook up the input of the top-most remaining op if necessary.
+            if (topMostOp.getOperatorTag() == LogicalOperatorTag.ASSIGN || topMostOp == firstSelect) {
+                topMostOp.getInputs().set(0, selectParent.getInputs().get(0));
+            }
+
+            // Prepare for next iteration.
+            nextSelect = selectParent;
+        } while (true);
+
+        // Did we consolidate any selects?
+        if (conj == null) {
+            return false;
+        }
+
+        // Set the new conjuncts.
+        firstSelect.getCondition().setValue(conj);
+        context.computeAndSetTypeEnvironmentForOperator(firstSelect);
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/CopyLimitDownRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/CopyLimitDownRule.java
new file mode 100644
index 0000000..a68ed6c
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/CopyLimitDownRule.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamLimitPOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class CopyLimitDownRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.LIMIT) {
+            return false;
+        }
+        LimitOperator limitOp = (LimitOperator) op;
+        if (!limitOp.isTopmostLimitOp()) {
+            return false;
+        }
+
+        List<LogicalVariable> limitUsedVars = new ArrayList<>();
+        VariableUtilities.getUsedVariables(limitOp, limitUsedVars);
+
+        Mutable<ILogicalOperator> safeOpRef = null;
+        Mutable<ILogicalOperator> candidateOpRef = limitOp.getInputs().get(0);
+
+        List<LogicalVariable> candidateProducedVars = new ArrayList<>();
+        while (true) {
+            candidateProducedVars.clear();
+            ILogicalOperator candidateOp = candidateOpRef.getValue();
+            LogicalOperatorTag candidateOpTag = candidateOp.getOperatorTag();
+            if (candidateOp.getInputs().size() > 1 || !candidateOp.isMap()
+                    || candidateOpTag == LogicalOperatorTag.SELECT || candidateOpTag == LogicalOperatorTag.LIMIT
+                    || candidateOpTag == LogicalOperatorTag.UNNEST_MAP
+                    || !OperatorPropertiesUtil.disjoint(limitUsedVars, candidateProducedVars)) {
+                break;
+            }
+
+            safeOpRef = candidateOpRef;
+            candidateOpRef = safeOpRef.getValue().getInputs().get(0);
+        }
+
+        if (safeOpRef != null) {
+            ILogicalOperator safeOp = safeOpRef.getValue();
+            Mutable<ILogicalOperator> unsafeOpRef = safeOp.getInputs().get(0);
+            ILogicalOperator unsafeOp = unsafeOpRef.getValue();
+            LimitOperator limitCloneOp = null;
+            if (limitOp.getOffset().getValue() == null) {
+                limitCloneOp = new LimitOperator(limitOp.getMaxObjects().getValue(), false);
+            } else {
+                // Need to add an offset to the given limit value
+                // since the original topmost limit will use the offset value.
+                // We can't apply the offset multiple times.
+                IFunctionInfo finfoAdd = context.getMetadataProvider()
+                        .lookupFunction(AlgebricksBuiltinFunctions.NUMERIC_ADD);
+                List<Mutable<ILogicalExpression>> addArgs = new ArrayList<>();
+                addArgs.add(
+                        new MutableObject<ILogicalExpression>(limitOp.getMaxObjects().getValue().cloneExpression()));
+                addArgs.add(new MutableObject<ILogicalExpression>(limitOp.getOffset().getValue().cloneExpression()));
+                ScalarFunctionCallExpression maxPlusOffset = new ScalarFunctionCallExpression(finfoAdd, addArgs);
+                limitCloneOp = new LimitOperator(maxPlusOffset, false);
+            }
+            limitCloneOp.setPhysicalOperator(new StreamLimitPOperator());
+            limitCloneOp.getInputs().add(new MutableObject<ILogicalOperator>(unsafeOp));
+            limitCloneOp.setExecutionMode(unsafeOp.getExecutionMode());
+            limitCloneOp.recomputeSchema();
+            unsafeOpRef.setValue(limitCloneOp);
+            context.computeAndSetTypeEnvironmentForOperator(limitCloneOp);
+            context.addToDontApplySet(this, limitOp);
+        }
+
+        return safeOpRef != null;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EliminateGroupByEmptyKeyRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EliminateGroupByEmptyKeyRule.java
new file mode 100644
index 0000000..aab6ce1
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EliminateGroupByEmptyKeyRule.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * This rule lift out the aggregate operator out from a group-by operator
+ * if the gby operator groups-by on empty key, e.g., the group-by variables are empty.
+ *
+ * @author yingyib
+ */
+public class EliminateGroupByEmptyKeyRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        GroupByOperator groupOp = (GroupByOperator) op;
+        List<LogicalVariable> groupVars = groupOp.getGbyVarList();
+        if (groupVars.size() > 0) {
+            return false;
+        }
+        List<ILogicalPlan> nestedPlans = groupOp.getNestedPlans();
+        if (nestedPlans.size() > 1) {
+            return false;
+        }
+        ILogicalPlan nestedPlan = nestedPlans.get(0);
+        if (nestedPlan.getRoots().size() > 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> topOpRef = nestedPlan.getRoots().get(0);
+        ILogicalOperator topOp = nestedPlan.getRoots().get(0).getValue();
+        Mutable<ILogicalOperator> nestedTupleSourceRef = getNestedTupleSourceReference(topOpRef);
+        /**
+         * connect nested top op into the plan
+         */
+        opRef.setValue(topOp);
+        /**
+         * connect child op into the plan
+         */
+        nestedTupleSourceRef.setValue(groupOp.getInputs().get(0).getValue());
+        return true;
+    }
+
+    private Mutable<ILogicalOperator> getNestedTupleSourceReference(Mutable<ILogicalOperator> nestedTopOperatorRef) {
+        Mutable<ILogicalOperator> currentOpRef = nestedTopOperatorRef;
+        while (currentOpRef.getValue().getInputs() != null && currentOpRef.getValue().getInputs().size() > 0) {
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+        }
+        return currentOpRef;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java
new file mode 100644
index 0000000..fcec50a
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceOrderByAfterSubplan.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * If there is any ordering property before the subplan operator, the ordering should
+ * be kept after the subplan.
+ * This rule adds a redundant order operator after those cases, to guarantee the correctness.
+ *
+ * @author yingyib
+ */
+public class EnforceOrderByAfterSubplan implements IAlgebraicRewriteRule {
+    /** a set of order-breaking operators */
+    private final Set<LogicalOperatorTag> orderBreakingOps = new HashSet<LogicalOperatorTag>();
+    /** a set of order-sensitive operators */
+    private final Set<LogicalOperatorTag> orderSensitiveOps = new HashSet<LogicalOperatorTag>();
+
+    public EnforceOrderByAfterSubplan() {
+        /** add operators that break the ordering */
+        orderBreakingOps.add(LogicalOperatorTag.INNERJOIN);
+        orderBreakingOps.add(LogicalOperatorTag.LEFTOUTERJOIN);
+        orderBreakingOps.add(LogicalOperatorTag.UNIONALL);
+        orderBreakingOps.add(LogicalOperatorTag.AGGREGATE);
+
+        /** add operators that are sensitive to the ordering */
+        orderSensitiveOps.add(LogicalOperatorTag.LIMIT);
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (context.checkIfInDontApplySet(this, op1)) {
+            return false;
+        }
+        List<Mutable<ILogicalOperator>> inputs = op1.getInputs();
+        context.addToDontApplySet(this, op1);
+        if (op1.getOperatorTag() == LogicalOperatorTag.ORDER || inputs == null) {
+            /**
+             * does not apply if
+             * 1. there is yet-another order operator on-top-of the subplan, because the downstream order operator's ordering will be broken anyway
+             * 2. the input operator(s) is null
+             */
+            return false;
+        }
+        boolean changed = false;
+        for (int i = 0; i < inputs.size(); i++) {
+            Mutable<ILogicalOperator> inputOpRef = inputs.get(i);
+            AbstractLogicalOperator op = (AbstractLogicalOperator) inputOpRef.getValue();
+            context.addToDontApplySet(this, op);
+            if (op.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+                continue;
+            }
+
+            /**
+             * check the order operators whose ordering is not broken before the subplan operator, and then
+             * duplicate them on-top-of the subplan operator
+             */
+            boolean foundTarget = true;
+            boolean orderSensitive = false;
+            Mutable<ILogicalOperator> childRef = op.getInputs().get(0);
+            AbstractLogicalOperator child = (AbstractLogicalOperator) childRef.getValue();
+            while (child.getOperatorTag() != LogicalOperatorTag.ORDER) {
+                context.addToDontApplySet(this, child);
+                if (orderBreakingOps.contains(child.getOperatorTag())) {
+                    foundTarget = false;
+                    break;
+                }
+                if(child.getOperatorTag() == LogicalOperatorTag.GROUP){
+                    foundTarget = false;
+                    break;
+                }
+                if (orderSensitiveOps.contains(child.getOperatorTag())) {
+                    orderSensitive = true;
+                }
+                List<Mutable<ILogicalOperator>> childInputs = child.getInputs();
+                if (childInputs == null || childInputs.size() > 2 || childInputs.size() < 1) {
+                    foundTarget = false;
+                    break;
+                } else {
+                    childRef = childInputs.get(0);
+                    child = (AbstractLogicalOperator) childRef.getValue();
+                }
+            }
+            /** the target order-by operator has not been found. */
+            if (!foundTarget) {
+                return false;
+            }
+
+            /** copy the original order-by operator and insert on-top-of the subplan operator */
+            context.addToDontApplySet(this, child);
+            OrderOperator sourceOrderOp = (OrderOperator) child;
+            for (Pair<IOrder, Mutable<ILogicalExpression>> expr : sourceOrderOp.getOrderExpressions()) {
+                if (!expr.second.getValue().isFunctional()) {
+                    return false;
+                }
+            }
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> orderExprs = deepCopyOrderAndExpression(sourceOrderOp
+                    .getOrderExpressions());
+            OrderOperator newOrderOp = new OrderOperator(orderExprs);
+            context.addToDontApplySet(this, newOrderOp);
+            inputs.set(i, new MutableObject<ILogicalOperator>(newOrderOp));
+            newOrderOp.getInputs().add(inputOpRef);
+            context.computeAndSetTypeEnvironmentForOperator(newOrderOp);
+
+            if (!orderSensitive) {
+                /** remove the original order-by */
+                childRef.setValue(sourceOrderOp.getInputs().get(0).getValue());
+            }
+            changed = true;
+        }
+        return changed;
+    }
+
+    private Mutable<ILogicalExpression> deepCopyExpressionRef(Mutable<ILogicalExpression> oldExpr) {
+        return new MutableObject<ILogicalExpression>(((AbstractLogicalExpression) oldExpr.getValue()).cloneExpression());
+    }
+
+    private List<Pair<IOrder, Mutable<ILogicalExpression>>> deepCopyOrderAndExpression(
+            List<Pair<IOrder, Mutable<ILogicalExpression>>> ordersAndExprs) {
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> newOrdersAndExprs = new ArrayList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        for (Pair<IOrder, Mutable<ILogicalExpression>> pair : ordersAndExprs)
+            newOrdersAndExprs.add(new Pair<IOrder, Mutable<ILogicalExpression>>(pair.first,
+                    deepCopyExpressionRef(pair.second)));
+        return newOrdersAndExprs;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceStructuralPropertiesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceStructuralPropertiesRule.java
new file mode 100644
index 0000000..53f7dbf
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/EnforceStructuralPropertiesRule.java
@@ -0,0 +1,658 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.EquivalenceClass;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder.OrderKind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.FDsAndEquivClassesVisitor;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractStableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.BroadcastPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.ExternalGroupByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.InMemoryStableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.PreSortedDistinctByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.PreclusteredGroupByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RandomMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RandomPartitionPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RangePartitionMergePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RangePartitionPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SortMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.LogicalOperatorPrettyPrintVisitor;
+import org.apache.hyracks.algebricks.core.algebra.prettyprint.PlanPrettyPrinter;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILocalStructuralProperty.PropertyType;
+import org.apache.hyracks.algebricks.core.algebra.properties.INodeDomain;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningProperty.PartitioningType;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPartitioningRequirementsCoordinator;
+import org.apache.hyracks.algebricks.core.algebra.properties.IPhysicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalGroupingProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.LocalOrderProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.PhysicalRequirements;
+import org.apache.hyracks.algebricks.core.algebra.properties.PropertiesUtil;
+import org.apache.hyracks.algebricks.core.algebra.properties.RandomPartitioningProperty;
+import org.apache.hyracks.algebricks.core.algebra.properties.StructuralPropertiesVector;
+import org.apache.hyracks.algebricks.core.algebra.properties.UnorderedPartitionedProperty;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import org.apache.hyracks.algebricks.rewriter.util.PhysicalOptimizationsUtil;
+import org.apache.hyracks.dataflow.common.data.partition.range.IRangeMap;
+
+public class EnforceStructuralPropertiesRule implements IAlgebraicRewriteRule {
+
+    private PhysicalOptimizationConfig physicalOptimizationConfig;
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        // wait for the physical operators to be set first
+        if (op.getPhysicalOperator() == null) {
+            return false;
+        }
+        if (context.checkIfInDontApplySet(this, op)) {
+            return false;
+        }
+
+        List<FunctionalDependency> fds = context.getFDList(op);
+        if (fds != null && !fds.isEmpty()) {
+            return false;
+        }
+        // These are actually logical constraints, so they could be pre-computed
+        // somewhere else, too.
+
+        physicalOptimizationConfig = context.getPhysicalOptimizationConfig();
+        AlgebricksConfig.ALGEBRICKS_LOGGER.fine(">>>> Optimizing operator " + op.getPhysicalOperator() + ".\n");
+
+        PhysicalOptimizationsUtil.computeFDsAndEquivalenceClasses(op, context);
+
+        StructuralPropertiesVector pvector = new StructuralPropertiesVector(
+                new RandomPartitioningProperty(context.getComputationNodeDomain()),
+                new LinkedList<ILocalStructuralProperty>());
+        boolean changed = physOptimizeOp(opRef, pvector, false, context);
+        op.computeDeliveredPhysicalProperties(context);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.finest(">>>> Structural properties for " + op.getPhysicalOperator() + ": "
+                + op.getDeliveredPhysicalProperties() + "\n");
+
+        context.addToDontApplySet(this, opRef.getValue());
+
+        return changed;
+    }
+
+    private boolean physOptimizePlan(ILogicalPlan plan, IPhysicalPropertiesVector pvector, boolean nestedPlan,
+            IOptimizationContext context) throws AlgebricksException {
+        boolean changed = false;
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            if (physOptimizeOp(root, pvector, nestedPlan, context)) {
+                changed = true;
+            }
+            AbstractLogicalOperator op = (AbstractLogicalOperator) root.getValue();
+            op.computeDeliveredPhysicalProperties(context);
+            AlgebricksConfig.ALGEBRICKS_LOGGER.finest(">>>> Structural properties for " + op.getPhysicalOperator()
+                    + ": " + op.getDeliveredPhysicalProperties() + "\n");
+        }
+        return changed;
+    }
+
+    // Gets the index of a child to start top-down data property enforcement.
+    // If there is a partitioning-compatible child with the operator in opRef, start from this child;
+    // otherwise, start from child zero.
+    private int getStartChildIndex(AbstractLogicalOperator op, PhysicalRequirements pr, boolean nestedPlan,
+            IOptimizationContext context) throws AlgebricksException {
+        IPhysicalPropertiesVector[] reqdProperties = null;
+        if (pr != null) {
+            reqdProperties = pr.getRequiredProperties();
+        }
+
+        List<IPartitioningProperty> deliveredPartitioningPropertiesFromChildren = new ArrayList<IPartitioningProperty>();
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            AbstractLogicalOperator child = (AbstractLogicalOperator) childRef.getValue();
+            deliveredPartitioningPropertiesFromChildren
+                    .add(child.getDeliveredPhysicalProperties().getPartitioningProperty());
+        }
+        int partitioningCompatibleChild = 0;
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            IPartitioningProperty deliveredPropertyFromChild = deliveredPartitioningPropertiesFromChildren.get(i);
+            if (reqdProperties == null || reqdProperties[i] == null
+                    || reqdProperties[i].getPartitioningProperty() == null || deliveredPropertyFromChild == null
+                    || reqdProperties[i].getPartitioningProperty()
+                            .getPartitioningType() != deliveredPartitioningPropertiesFromChildren.get(i)
+                                    .getPartitioningType()) {
+                continue;
+            }
+            IPartitioningProperty requiredPropertyForChild = reqdProperties[i].getPartitioningProperty();
+            // If child i's delivered partitioning property already satisfies the required property, stop and return the child index.
+            if (PropertiesUtil.matchPartitioningProps(requiredPropertyForChild, deliveredPropertyFromChild, true)) {
+                partitioningCompatibleChild = i;
+                break;
+            }
+        }
+        return partitioningCompatibleChild;
+    }
+
+    private boolean physOptimizeOp(Mutable<ILogicalOperator> opRef, IPhysicalPropertiesVector required,
+            boolean nestedPlan, IOptimizationContext context) throws AlgebricksException {
+
+        boolean changed = false;
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        optimizeUsingConstraintsAndEquivClasses(op);
+        PhysicalRequirements pr = op.getRequiredPhysicalPropertiesForChildren(required, context);
+        IPhysicalPropertiesVector[] reqdProperties = null;
+        if (pr != null) {
+            reqdProperties = pr.getRequiredProperties();
+        }
+        boolean opIsRedundantSort = false;
+
+        // compute properties and figure out the domain
+        INodeDomain childrenDomain = null;
+        {
+            int j = 0;
+            for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+                AbstractLogicalOperator child = (AbstractLogicalOperator) childRef.getValue();
+                // recursive call
+                if (physOptimizeOp(childRef, reqdProperties[j], nestedPlan, context)) {
+                    changed = true;
+                }
+                child.computeDeliveredPhysicalProperties(context);
+                IPhysicalPropertiesVector delivered = child.getDeliveredPhysicalProperties();
+                if (childrenDomain == null) {
+                    childrenDomain = delivered.getPartitioningProperty().getNodeDomain();
+                } else {
+                    INodeDomain dom2 = delivered.getPartitioningProperty().getNodeDomain();
+                    if (!childrenDomain.sameAs(dom2)) {
+                        childrenDomain = context.getComputationNodeDomain();
+                    }
+                }
+                j++;
+            }
+        }
+
+        if (reqdProperties != null) {
+            for (int k = 0; k < reqdProperties.length; k++) {
+                IPhysicalPropertiesVector pv = reqdProperties[k];
+                IPartitioningProperty pp = pv.getPartitioningProperty();
+                if (pp != null && pp.getNodeDomain() == null) {
+                    pp.setNodeDomain(childrenDomain);
+                }
+            }
+        }
+
+        // The child index of the child operator to optimize first.
+        int startChildIndex = getStartChildIndex(op, pr, nestedPlan, context);
+        IPartitioningProperty firstDeliveredPartitioning = null;
+        // Enforce data properties in a top-down manner.
+        for (int j = 0; j < op.getInputs().size(); j++) {
+            // Starts from a partitioning-compatible child if any to loop over all children.
+            int childIndex = (j + startChildIndex) % op.getInputs().size();
+            IPhysicalPropertiesVector requiredProperty = reqdProperties[childIndex];
+            AbstractLogicalOperator child = (AbstractLogicalOperator) op.getInputs().get(childIndex).getValue();
+            IPhysicalPropertiesVector delivered = child.getDeliveredPhysicalProperties();
+
+            AlgebricksConfig.ALGEBRICKS_LOGGER
+                    .finest(">>>> Properties delivered by " + child.getPhysicalOperator() + ": " + delivered + "\n");
+            IPartitioningRequirementsCoordinator prc = pr.getPartitioningCoordinator();
+            // Coordinates requirements by looking at the firstDeliveredPartitioning.
+            Pair<Boolean, IPartitioningProperty> pbpp = prc.coordinateRequirements(
+                    requiredProperty.getPartitioningProperty(), firstDeliveredPartitioning, op, context);
+            boolean mayExpandPartitioningProperties = pbpp.first;
+            IPhysicalPropertiesVector rqd = new StructuralPropertiesVector(pbpp.second,
+                    requiredProperty.getLocalProperties());
+
+            AlgebricksConfig.ALGEBRICKS_LOGGER
+                    .finest(">>>> Required properties for " + child.getPhysicalOperator() + ": " + rqd + "\n");
+            // The partitioning property of reqdProperties[childIndex] could be updated here because
+            // rqd.getPartitioningProperty() is the same object instance as requiredProperty.getPartitioningProperty().
+            IPhysicalPropertiesVector diff = delivered.getUnsatisfiedPropertiesFrom(rqd,
+                    mayExpandPartitioningProperties, context.getEquivalenceClassMap(child), context.getFDList(child));
+
+            if (isRedundantSort(opRef, delivered, diff, context)) {
+                opIsRedundantSort = true;
+            }
+
+            if (diff != null) {
+                changed = true;
+                addEnforcers(op, childIndex, diff, rqd, delivered, childrenDomain, nestedPlan, context);
+
+                AbstractLogicalOperator newChild = ((AbstractLogicalOperator) op.getInputs().get(childIndex)
+                        .getValue());
+
+                if (newChild != child) {
+                    delivered = newChild.getDeliveredPhysicalProperties();
+                    IPhysicalPropertiesVector newDiff = newPropertiesDiff(newChild, rqd,
+                            mayExpandPartitioningProperties, context);
+                    AlgebricksConfig.ALGEBRICKS_LOGGER.finest(">>>> New properties diff: " + newDiff + "\n");
+
+                    if (isRedundantSort(opRef, delivered, newDiff, context)) {
+                        opIsRedundantSort = true;
+                        break;
+                    }
+                }
+            }
+
+            if (firstDeliveredPartitioning == null) {
+                IPartitioningProperty dpp = delivered.getPartitioningProperty();
+                if (dpp.getPartitioningType() == PartitioningType.ORDERED_PARTITIONED
+                        || dpp.getPartitioningType() == PartitioningType.UNORDERED_PARTITIONED) {
+                    firstDeliveredPartitioning = dpp;
+                }
+            }
+        }
+
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans nested = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : nested.getNestedPlans()) {
+                if (physOptimizePlan(p, required, true, context)) {
+                    changed = true;
+                }
+            }
+        }
+
+        if (opIsRedundantSort) {
+            if (AlgebricksConfig.DEBUG) {
+                AlgebricksConfig.ALGEBRICKS_LOGGER
+                        .fine(">>>> Removing redundant SORT operator " + op.getPhysicalOperator() + "\n");
+                printOp(op);
+            }
+            changed = true;
+            AbstractLogicalOperator nextOp = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            if (nextOp.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+                nextOp = (AbstractLogicalOperator) nextOp.getInputs().get(0).getValue();
+            }
+            opRef.setValue(nextOp);
+            // Now, transfer annotations from the original sort op. to this one.
+            AbstractLogicalOperator transferTo = nextOp;
+            if (transferTo.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+                // remove duplicate exchange operator
+                transferTo = (AbstractLogicalOperator) transferTo.getInputs().get(0).getValue();
+            }
+            transferTo.getAnnotations().putAll(op.getAnnotations());
+            physOptimizeOp(opRef, required, nestedPlan, context);
+        }
+        return changed;
+    }
+
+    private IPhysicalPropertiesVector newPropertiesDiff(AbstractLogicalOperator newChild,
+            IPhysicalPropertiesVector required, boolean mayExpandPartitioningProperties, IOptimizationContext context)
+                    throws AlgebricksException {
+        IPhysicalPropertiesVector newDelivered = newChild.getDeliveredPhysicalProperties();
+
+        Map<LogicalVariable, EquivalenceClass> newChildEqClasses = context.getEquivalenceClassMap(newChild);
+        List<FunctionalDependency> newChildFDs = context.getFDList(newChild);
+        if (newChildEqClasses == null || newChildFDs == null) {
+            FDsAndEquivClassesVisitor fdsVisitor = new FDsAndEquivClassesVisitor();
+            newChild.accept(fdsVisitor, context);
+            newChildEqClasses = context.getEquivalenceClassMap(newChild);
+            newChildFDs = context.getFDList(newChild);
+        }
+        AlgebricksConfig.ALGEBRICKS_LOGGER.finest(
+                ">>>> Required properties for new op. " + newChild.getPhysicalOperator() + ": " + required + "\n");
+
+        return newDelivered.getUnsatisfiedPropertiesFrom(required, mayExpandPartitioningProperties, newChildEqClasses,
+                newChildFDs);
+    }
+
+    private void optimizeUsingConstraintsAndEquivClasses(AbstractLogicalOperator op) {
+        IPhysicalOperator pOp = op.getPhysicalOperator();
+        switch (pOp.getOperatorTag()) {
+            case HASH_GROUP_BY:
+            case EXTERNAL_GROUP_BY: {
+                GroupByOperator gby = (GroupByOperator) op;
+                ExternalGroupByPOperator hgbyOp = (ExternalGroupByPOperator) pOp;
+                hgbyOp.computeColumnSet(gby.getGroupByList());
+                break;
+            }
+            case PRE_CLUSTERED_GROUP_BY: {
+                GroupByOperator gby = (GroupByOperator) op;
+                PreclusteredGroupByPOperator preSortedGby = (PreclusteredGroupByPOperator) pOp;
+                preSortedGby.setGbyColumns(gby.getGbyVarList());
+                break;
+            }
+            case PRE_SORTED_DISTINCT_BY: {
+                DistinctOperator d = (DistinctOperator) op;
+                PreSortedDistinctByPOperator preSortedDistinct = (PreSortedDistinctByPOperator) pOp;
+                preSortedDistinct.setDistinctByColumns(d.getDistinctByVarList());
+                break;
+            }
+        }
+    }
+
+    private List<OrderColumn> getOrderColumnsFromGroupingProperties(List<ILocalStructuralProperty> reqd,
+            List<ILocalStructuralProperty> dlvd) {
+        List<OrderColumn> returnedProperties = new ArrayList<OrderColumn>();
+        List<LogicalVariable> rqdCols = new ArrayList<LogicalVariable>();
+        List<LogicalVariable> dlvdCols = new ArrayList<LogicalVariable>();
+        for (ILocalStructuralProperty r : reqd) {
+            r.getVariables(rqdCols);
+        }
+        for (ILocalStructuralProperty d : dlvd) {
+            d.getVariables(dlvdCols);
+        }
+
+        int prefix = dlvdCols.size() - 1;
+        for (; prefix >= 0;) {
+            if (!rqdCols.contains(dlvdCols.get(prefix))) {
+                prefix--;
+            } else {
+                break;
+            }
+        }
+
+        LocalOrderProperty orderProp = (LocalOrderProperty) dlvd.get(0);
+        List<OrderColumn> orderColumns = orderProp.getOrderColumns();
+        for (int j = 0; j <= prefix; j++) {
+            returnedProperties.add(new OrderColumn(orderColumns.get(j).getColumn(), orderColumns.get(j).getOrder()));
+        }
+        // maintain other order columns after the required order columns
+        if (returnedProperties.size() != 0) {
+            for (int j = prefix + 1; j < dlvdCols.size(); j++) {
+                OrderColumn oc = orderColumns.get(j);
+                returnedProperties.add(new OrderColumn(oc.getColumn(), oc.getOrder()));
+            }
+        }
+        return returnedProperties;
+    }
+
+    /*
+     * We assume delivered to be already normalized.
+     */
+    private boolean isRedundantSort(Mutable<ILogicalOperator> opRef, IPhysicalPropertiesVector delivered,
+            IPhysicalPropertiesVector diffOfProperties, IOptimizationContext context) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.ORDER
+                || (op.getPhysicalOperator().getOperatorTag() != PhysicalOperatorTag.STABLE_SORT
+                        && op.getPhysicalOperator().getOperatorTag() != PhysicalOperatorTag.IN_MEMORY_STABLE_SORT)
+                || delivered.getLocalProperties() == null) {
+            return false;
+        }
+        AbstractStableSortPOperator sortOp = (AbstractStableSortPOperator) op.getPhysicalOperator();
+        sortOp.computeLocalProperties(op);
+        ILocalStructuralProperty orderProp = sortOp.getOrderProperty();
+        return PropertiesUtil.matchLocalProperties(Collections.singletonList(orderProp), delivered.getLocalProperties(),
+                context.getEquivalenceClassMap(op), context.getFDList(op));
+    }
+
+    private void addEnforcers(AbstractLogicalOperator op, int childIndex,
+            IPhysicalPropertiesVector diffPropertiesVector, IPhysicalPropertiesVector required,
+            IPhysicalPropertiesVector deliveredByChild, INodeDomain domain, boolean nestedPlan,
+            IOptimizationContext context) throws AlgebricksException {
+
+        IPartitioningProperty pp = diffPropertiesVector.getPartitioningProperty();
+        if (pp == null || pp.getPartitioningType() == PartitioningType.UNPARTITIONED) {
+            addLocalEnforcers(op, childIndex, diffPropertiesVector.getLocalProperties(), nestedPlan, context);
+            IPhysicalPropertiesVector deliveredByNewChild = ((AbstractLogicalOperator) op.getInputs().get(0).getValue())
+                    .getDeliveredPhysicalProperties();
+            addPartitioningEnforcers(op, childIndex, pp, required, deliveredByNewChild, domain, context);
+        } else {
+            addPartitioningEnforcers(op, childIndex, pp, required, deliveredByChild, pp.getNodeDomain(), context);
+            AbstractLogicalOperator newChild = (AbstractLogicalOperator) op.getInputs().get(childIndex).getValue();
+            IPhysicalPropertiesVector newDiff = newPropertiesDiff(newChild, required, true, context);
+            AlgebricksConfig.ALGEBRICKS_LOGGER.finest(">>>> New properties diff: " + newDiff + "\n");
+            if (newDiff != null) {
+                addLocalEnforcers(op, childIndex, newDiff.getLocalProperties(), nestedPlan, context);
+            }
+        }
+    }
+
+    private void addLocalEnforcers(AbstractLogicalOperator op, int i, List<ILocalStructuralProperty> localProperties,
+            boolean nestedPlan, IOptimizationContext context) throws AlgebricksException {
+        if (AlgebricksConfig.DEBUG) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER
+                    .fine(">>>> Adding local enforcers for local props = " + localProperties + "\n");
+        }
+
+        if (localProperties == null || localProperties.isEmpty()) {
+            return;
+        }
+
+        Mutable<ILogicalOperator> topOp = new MutableObject<ILogicalOperator>();
+        topOp.setValue(op.getInputs().get(i).getValue());
+        LinkedList<LocalOrderProperty> oList = new LinkedList<LocalOrderProperty>();
+
+        for (ILocalStructuralProperty prop : localProperties) {
+            switch (prop.getPropertyType()) {
+                case LOCAL_ORDER_PROPERTY: {
+                    oList.add((LocalOrderProperty) prop);
+                    break;
+                }
+                case LOCAL_GROUPING_PROPERTY: {
+                    LocalGroupingProperty g = (LocalGroupingProperty) prop;
+                    Collection<LogicalVariable> vars = (g.getPreferredOrderEnforcer() != null)
+                            ? g.getPreferredOrderEnforcer() : g.getColumnSet();
+                    List<OrderColumn> orderColumns = new ArrayList<OrderColumn>();
+                    for (LogicalVariable v : vars) {
+                        OrderColumn oc = new OrderColumn(v, OrderKind.ASC);
+                        orderColumns.add(oc);
+                    }
+                    LocalOrderProperty lop = new LocalOrderProperty(orderColumns);
+                    oList.add(lop);
+                    break;
+                }
+                default: {
+                    throw new IllegalStateException();
+                }
+            }
+        }
+        if (!oList.isEmpty()) {
+            topOp = enforceOrderProperties(oList, topOp, nestedPlan, context);
+        }
+
+        op.getInputs().set(i, topOp);
+        OperatorPropertiesUtil.computeSchemaAndPropertiesRecIfNull((AbstractLogicalOperator) topOp.getValue(), context);
+        printOp((AbstractLogicalOperator) topOp.getValue());
+    }
+
+    private Mutable<ILogicalOperator> enforceOrderProperties(List<LocalOrderProperty> oList,
+            Mutable<ILogicalOperator> topOp, boolean isMicroOp, IOptimizationContext context)
+                    throws AlgebricksException {
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> oe = new LinkedList<Pair<IOrder, Mutable<ILogicalExpression>>>();
+        for (LocalOrderProperty orderProperty : oList) {
+            for (OrderColumn oc : orderProperty.getOrderColumns()) {
+                IOrder ordType = (oc.getOrder() == OrderKind.ASC) ? OrderOperator.ASC_ORDER : OrderOperator.DESC_ORDER;
+                Pair<IOrder, Mutable<ILogicalExpression>> pair = new Pair<IOrder, Mutable<ILogicalExpression>>(ordType,
+                        new MutableObject<ILogicalExpression>(new VariableReferenceExpression(oc.getColumn())));
+                oe.add(pair);
+            }
+        }
+        OrderOperator oo = new OrderOperator(oe);
+        oo.setExecutionMode(AbstractLogicalOperator.ExecutionMode.LOCAL);
+        if (isMicroOp) {
+            oo.setPhysicalOperator(new InMemoryStableSortPOperator());
+        } else {
+            oo.setPhysicalOperator(new StableSortPOperator(physicalOptimizationConfig.getMaxFramesExternalSort()));
+        }
+        oo.getInputs().add(topOp);
+        context.computeAndSetTypeEnvironmentForOperator(oo);
+        if (AlgebricksConfig.DEBUG) {
+            AlgebricksConfig.ALGEBRICKS_LOGGER.fine(">>>> Added sort enforcer " + oo.getPhysicalOperator() + ".\n");
+        }
+        return new MutableObject<ILogicalOperator>(oo);
+    }
+
+    private void addPartitioningEnforcers(ILogicalOperator op, int i, IPartitioningProperty pp,
+            IPhysicalPropertiesVector required, IPhysicalPropertiesVector deliveredByChild, INodeDomain domain,
+            IOptimizationContext context) throws AlgebricksException {
+        if (pp != null) {
+            IPhysicalOperator pop;
+            switch (pp.getPartitioningType()) {
+                case UNPARTITIONED: {
+                    List<OrderColumn> ordCols = computeOrderColumns(deliveredByChild);
+                    if (ordCols == null || ordCols.size() == 0) {
+                        pop = new RandomMergeExchangePOperator();
+                    } else {
+                        if (op.getAnnotations().containsKey(OperatorAnnotations.USE_RANGE_CONNECTOR)) {
+                            IRangeMap rangeMap = (IRangeMap) op.getAnnotations()
+                                    .get(OperatorAnnotations.USE_RANGE_CONNECTOR);
+                            pop = new RangePartitionMergePOperator(ordCols, domain, rangeMap);
+                        } else {
+                            OrderColumn[] sortColumns = new OrderColumn[ordCols.size()];
+                            sortColumns = ordCols.toArray(sortColumns);
+                            pop = new SortMergeExchangePOperator(sortColumns);
+                        }
+                    }
+                    break;
+                }
+                case UNORDERED_PARTITIONED: {
+                    List<LogicalVariable> varList = new ArrayList<LogicalVariable>(
+                            ((UnorderedPartitionedProperty) pp).getColumnSet());
+                    List<ILocalStructuralProperty> cldLocals = deliveredByChild.getLocalProperties();
+                    List<ILocalStructuralProperty> reqdLocals = required.getLocalProperties();
+                    boolean propWasSet = false;
+                    pop = null;
+                    if (reqdLocals != null && cldLocals != null && allAreOrderProps(cldLocals)) {
+                        AbstractLogicalOperator c = (AbstractLogicalOperator) op.getInputs().get(i).getValue();
+                        Map<LogicalVariable, EquivalenceClass> ecs = context.getEquivalenceClassMap(c);
+                        List<FunctionalDependency> fds = context.getFDList(c);
+                        if (PropertiesUtil.matchLocalProperties(reqdLocals, cldLocals, ecs, fds)) {
+                            List<OrderColumn> orderColumns = getOrderColumnsFromGroupingProperties(reqdLocals,
+                                    cldLocals);
+                            pop = new HashPartitionMergeExchangePOperator(orderColumns, varList, domain);
+                            propWasSet = true;
+                        }
+                    }
+                    if (!propWasSet) {
+                        pop = new HashPartitionExchangePOperator(varList, domain);
+                    }
+                    break;
+                }
+                case ORDERED_PARTITIONED: {
+                    pop = new RangePartitionPOperator(((OrderedPartitionedProperty) pp).getOrderColumns(), domain,
+                            null);
+                    break;
+                }
+                case BROADCAST: {
+                    pop = new BroadcastPOperator(domain);
+                    break;
+                }
+                case RANDOM: {
+                    RandomPartitioningProperty rpp = (RandomPartitioningProperty) pp;
+                    INodeDomain nd = rpp.getNodeDomain();
+                    pop = new RandomPartitionPOperator(nd);
+                    break;
+                }
+                default: {
+                    throw new NotImplementedException("Enforcer for " + pp.getPartitioningType()
+                            + " partitioning type has not been implemented.");
+                }
+            }
+            Mutable<ILogicalOperator> ci = op.getInputs().get(i);
+            ExchangeOperator exchg = new ExchangeOperator();
+            exchg.setPhysicalOperator(pop);
+            setNewOp(ci, exchg, context);
+            exchg.setExecutionMode(AbstractLogicalOperator.ExecutionMode.PARTITIONED);
+            OperatorPropertiesUtil.computeSchemaAndPropertiesRecIfNull(exchg, context);
+            context.computeAndSetTypeEnvironmentForOperator(exchg);
+            if (AlgebricksConfig.DEBUG) {
+                AlgebricksConfig.ALGEBRICKS_LOGGER
+                        .fine(">>>> Added partitioning enforcer " + exchg.getPhysicalOperator() + ".\n");
+                printOp((AbstractLogicalOperator) op);
+            }
+        }
+    }
+
+    private boolean allAreOrderProps(List<ILocalStructuralProperty> cldLocals) {
+        for (ILocalStructuralProperty lsp : cldLocals) {
+            if (lsp.getPropertyType() != PropertyType.LOCAL_ORDER_PROPERTY) {
+                return false;
+            }
+        }
+        return !cldLocals.isEmpty();
+    }
+
+    private void printOp(AbstractLogicalOperator op) throws AlgebricksException {
+        StringBuilder sb = new StringBuilder();
+        LogicalOperatorPrettyPrintVisitor pvisitor = new LogicalOperatorPrettyPrintVisitor();
+        PlanPrettyPrinter.printOperator(op, sb, pvisitor, 0);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.fine(sb.toString());
+    }
+
+    private List<OrderColumn> computeOrderColumns(IPhysicalPropertiesVector pv) {
+        List<OrderColumn> ordCols = new ArrayList<OrderColumn>();
+        List<ILocalStructuralProperty> localProps = pv.getLocalProperties();
+        if (localProps == null || localProps.size() == 0) {
+            return null;
+        } else {
+            for (ILocalStructuralProperty p : localProps) {
+                if (p.getPropertyType() == PropertyType.LOCAL_ORDER_PROPERTY) {
+                    LocalOrderProperty lop = (LocalOrderProperty) p;
+                    ordCols.addAll(lop.getOrderColumns());
+                } else {
+                    return null;
+                }
+            }
+            return ordCols;
+        }
+    }
+
+    private void setNewOp(Mutable<ILogicalOperator> opRef, AbstractLogicalOperator newOp, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator oldOp = opRef.getValue();
+        opRef.setValue(newOp);
+        newOp.getInputs().add(new MutableObject<ILogicalOperator>(oldOp));
+        newOp.recomputeSchema();
+        newOp.computeDeliveredPhysicalProperties(context);
+        context.computeAndSetTypeEnvironmentForOperator(newOp);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.finest(">>>> Structural properties for " + newOp.getPhysicalOperator() + ": "
+                + newOp.getDeliveredPhysicalProperties() + "\n");
+
+        PhysicalOptimizationsUtil.computeFDsAndEquivalenceClasses(newOp, context);
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonExpressionsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonExpressionsRule.java
new file mode 100644
index 0000000..11ff4be
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonExpressionsRule.java
@@ -0,0 +1,441 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Factors out common sub-expressions by assigning them to a variables, and replacing the common sub-expressions with references to those variables.
+ * Preconditions/Assumptions:
+ * Assumes no projects are in the plan. This rule ignores variable reference expressions and constants (other rules deal with those separately).
+ * Postconditions/Examples:
+ * Plan with extracted sub-expressions. Generates one assign operator per extracted expression.
+ * Example 1 - Simple Arithmetic Example (simplified)
+ * Before plan:
+ * assign [$$1] <- [5 + 6 - 10]
+ * assign [$$0] <- [5 + 6 + 30]
+ * After plan:
+ * assign [$$1] <- [$$5 - 10]
+ * assign [$$0] <- [$$5 + 30]
+ * assign [$$5] <- [5 + 6]
+ * Example 2 - Cleaning up 'Distinct By' (simplified)
+ * Before plan: (notice how $$0 is not live after the distinct)
+ * assign [$$3] <- [field-access($$0, 1)]
+ * distinct ([%0->$$5])
+ * assign [$$5] <- [field-access($$0, 1)]
+ * unnest $$0 <- [scan-dataset]
+ * After plan: (notice how the issue of $$0 is fixed)
+ * assign [$$3] <- [$$5]
+ * distinct ([$$5])
+ * assign [$$5] <- [field-access($$0, 1)]
+ * unnest $$0 <- [scan-dataset]
+ * Example 3 - Pulling Common Expressions Above Joins (simplified)
+ * Before plan:
+ * assign [$$9] <- funcZ(funcY($$8))
+ * join (funcX(funcY($$8)))
+ * After plan:
+ * assign [$$9] <- funcZ($$10))
+ * select (funcX($$10))
+ * assign [$$10] <- [funcY($$8)]
+ * join (TRUE)
+ */
+public class ExtractCommonExpressionsRule implements IAlgebraicRewriteRule {
+
+    private final List<ILogicalExpression> originalAssignExprs = new ArrayList<ILogicalExpression>();
+
+    private final CommonExpressionSubstitutionVisitor substVisitor = new CommonExpressionSubstitutionVisitor();
+    private final Map<ILogicalExpression, ExprEquivalenceClass> exprEqClassMap = new HashMap<ILogicalExpression, ExprEquivalenceClass>();
+
+    // Set of operators for which common subexpression elimination should not be performed.
+    private static final Set<LogicalOperatorTag> ignoreOps = new HashSet<LogicalOperatorTag>(6);
+
+    static {
+        ignoreOps.add(LogicalOperatorTag.UNNEST);
+        ignoreOps.add(LogicalOperatorTag.UNNEST_MAP);
+        ignoreOps.add(LogicalOperatorTag.ORDER);
+        ignoreOps.add(LogicalOperatorTag.PROJECT);
+        ignoreOps.add(LogicalOperatorTag.AGGREGATE);
+        ignoreOps.add(LogicalOperatorTag.RUNNINGAGGREGATE);
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        exprEqClassMap.clear();
+        substVisitor.setContext(context);
+        boolean modified = removeCommonExpressions(opRef, context);
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(opRef.getValue());
+        }
+        return modified;
+    }
+
+    private void updateEquivalenceClassMap(LogicalVariable lhs, Mutable<ILogicalExpression> rhsExprRef,
+            ILogicalExpression rhsExpr, ILogicalOperator op) {
+        ExprEquivalenceClass exprEqClass = exprEqClassMap.get(rhsExpr);
+        if (exprEqClass == null) {
+            exprEqClass = new ExprEquivalenceClass(op, rhsExprRef);
+            exprEqClassMap.put(rhsExpr, exprEqClass);
+        }
+        exprEqClass.setVariable(lhs);
+    }
+
+    private boolean removeCommonExpressions(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+
+        boolean modified = false;
+        // Recurse into children.
+        for (Mutable<ILogicalOperator> inputOpRef : op.getInputs()) {
+            if (removeCommonExpressions(inputOpRef, context)) {
+                modified = true;
+            }
+        }
+
+        // TODO: Deal with replicate properly. Currently, we just clear the expr equivalence map, since we want to avoid incorrect expression replacement
+        // (the resulting new variables should be assigned live below a replicate).
+        if (op.getOperatorTag() == LogicalOperatorTag.REPLICATE) {
+            exprEqClassMap.clear();
+            return modified;
+        }
+        // Exclude these operators.
+        if (ignoreOps.contains(op.getOperatorTag())) {
+            return modified;
+        }
+
+        // Remember a copy of the original assign expressions, so we can add them to the equivalence class map
+        // after replacing expressions within the assign operator itself.
+        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+            AssignOperator assignOp = (AssignOperator) op;
+            originalAssignExprs.clear();
+            int numVars = assignOp.getVariables().size();
+            for (int i = 0; i < numVars; i++) {
+                Mutable<ILogicalExpression> exprRef = assignOp.getExpressions().get(i);
+                ILogicalExpression expr = exprRef.getValue();
+                originalAssignExprs.add(expr.cloneExpression());
+            }
+        }
+
+        // Perform common subexpression elimination.
+        substVisitor.setOperator(op);
+        if (op.acceptExpressionTransform(substVisitor)) {
+            modified = true;
+        }
+
+        // Update equivalence class map.
+        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+            AssignOperator assignOp = (AssignOperator) op;
+            int numVars = assignOp.getVariables().size();
+            for (int i = 0; i < numVars; i++) {
+                Mutable<ILogicalExpression> exprRef = assignOp.getExpressions().get(i);
+                ILogicalExpression expr = exprRef.getValue();
+                if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE
+                        || expr.getExpressionTag() == LogicalExpressionTag.CONSTANT) {
+                    continue;
+                }
+                // Update equivalence class map.
+                LogicalVariable lhs = assignOp.getVariables().get(i);
+                updateEquivalenceClassMap(lhs, exprRef, exprRef.getValue(), op);
+
+                // Update equivalence class map with original assign expression.
+                updateEquivalenceClassMap(lhs, exprRef, originalAssignExprs.get(i), op);
+            }
+        }
+
+        // TODO: For now do not perform replacement in nested plans
+        // due to the complication of figuring out whether the firstOp in an equivalence class is within a subplan,
+        // and the resulting variable will not be visible to the outside.
+        // Since subplans should be eliminated in most cases, this behavior is acceptable for now.
+        /*
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans opWithNestedPlan = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan nestedPlan : opWithNestedPlan.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> rootRef : nestedPlan.getRoots()) {
+                    if (removeCommonExpressions(rootRef, context)) {
+                        modified = true;
+                    }
+                }
+            }
+        }
+        */
+
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(op);
+            context.addToDontApplySet(this, op);
+        }
+        return modified;
+    }
+
+    private class CommonExpressionSubstitutionVisitor implements ILogicalExpressionReferenceTransform {
+
+        private IOptimizationContext context;
+        private ILogicalOperator op;
+
+        public void setContext(IOptimizationContext context) {
+            this.context = context;
+        }
+
+        public void setOperator(ILogicalOperator op) throws AlgebricksException {
+            this.op = op;
+        }
+
+        @Override
+        public boolean transform(Mutable<ILogicalExpression> exprRef) throws AlgebricksException {
+            AbstractLogicalExpression expr = (AbstractLogicalExpression) exprRef.getValue();
+            boolean modified = false;
+            ExprEquivalenceClass exprEqClass = exprEqClassMap.get(expr);
+            if (exprEqClass != null) {
+                // Replace common subexpression with existing variable.
+                if (exprEqClass.variableIsSet()) {
+                    Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+                    List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+                    VariableUtilities.getLiveVariables(op, liveVars);
+                    VariableUtilities.getUsedVariables(op, usedVars);
+                    // Check if the replacing variable is live at this op.
+                    // However, if the op is already using variables that are not live, then a replacement may enable fixing the plan.
+                    // This behavior is necessary to, e.g., properly deal with distinct by.
+                    // Also just replace the expr if we are replacing common exprs from within the same operator.
+                    if (liveVars.contains(exprEqClass.getVariable()) || !liveVars.containsAll(usedVars)
+                            || op == exprEqClass.getFirstOperator()) {
+                        exprRef.setValue(new VariableReferenceExpression(exprEqClass.getVariable()));
+                        // Do not descend into children since this expr has been completely replaced.
+                        return true;
+                    }
+                } else {
+                    if (expr.isFunctional() && assignCommonExpression(exprEqClass, expr)) {
+                        //re-obtain the live vars after rewriting in the method called in the if condition
+                        Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+                        VariableUtilities.getLiveVariables(op, liveVars);
+                        //rewrite only when the variable is live
+                        if (liveVars.contains(exprEqClass.getVariable())) {
+                            exprRef.setValue(new VariableReferenceExpression(exprEqClass.getVariable()));
+                            // Do not descend into children since this expr has been completely replaced.
+                            return true;
+                        }
+                    }
+                }
+            } else {
+                if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE
+                        && expr.getExpressionTag() != LogicalExpressionTag.CONSTANT) {
+                    exprEqClass = new ExprEquivalenceClass(op, exprRef);
+                    exprEqClassMap.put(expr, exprEqClass);
+                }
+            }
+
+            // Descend into function arguments.
+            if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+                for (Mutable<ILogicalExpression> arg : funcExpr.getArguments()) {
+                    if (transform(arg)) {
+                        modified = true;
+                    }
+                }
+            }
+            return modified;
+        }
+
+        private boolean assignCommonExpression(ExprEquivalenceClass exprEqClass, ILogicalExpression expr)
+                throws AlgebricksException {
+            AbstractLogicalOperator firstOp = (AbstractLogicalOperator) exprEqClass.getFirstOperator();
+            Mutable<ILogicalExpression> firstExprRef = exprEqClass.getFirstExpression();
+            if (firstOp.getOperatorTag() == LogicalOperatorTag.INNERJOIN
+                    || firstOp.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
+                // Do not extract common expressions from within the same join operator.
+                if (firstOp == op) {
+                    return false;
+                }
+                AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) firstOp;
+                Mutable<ILogicalExpression> joinCond = joinOp.getCondition();
+                ILogicalExpression enclosingExpr = getEnclosingExpression(joinCond, firstExprRef.getValue());
+                if (enclosingExpr == null) {
+                    // No viable enclosing expression that we can pull out from the join.
+                    return false;
+                }
+                // Place a Select operator beneath op that contains the enclosing expression.
+                SelectOperator selectOp = new SelectOperator(new MutableObject<ILogicalExpression>(enclosingExpr),
+                        false, null);
+                selectOp.getInputs().add(new MutableObject<ILogicalOperator>(op.getInputs().get(0).getValue()));
+                op.getInputs().get(0).setValue(selectOp);
+                // Set firstOp to be the select below op, since we want to assign the common subexpr there.
+                firstOp = selectOp;
+            } else if (firstOp.getInputs().size() > 1) {
+                // Bail for any non-join operator with multiple inputs.
+                return false;
+            }
+            LogicalVariable newVar = context.newVar();
+            AssignOperator newAssign = new AssignOperator(newVar,
+                    new MutableObject<ILogicalExpression>(firstExprRef.getValue().cloneExpression()));
+            // Place assign below firstOp.
+            newAssign.getInputs().add(new MutableObject<ILogicalOperator>(firstOp.getInputs().get(0).getValue()));
+            newAssign.setExecutionMode(firstOp.getExecutionMode());
+            firstOp.getInputs().get(0).setValue(newAssign);
+            // Replace original expr with variable reference, and set var in expression equivalence class.
+            firstExprRef.setValue(new VariableReferenceExpression(newVar));
+            exprEqClass.setVariable(newVar);
+            context.computeAndSetTypeEnvironmentForOperator(newAssign);
+            context.computeAndSetTypeEnvironmentForOperator(firstOp);
+            return true;
+        }
+
+        private ILogicalExpression getEnclosingExpression(Mutable<ILogicalExpression> conditionExprRef,
+                ILogicalExpression commonSubExpr) {
+            ILogicalExpression conditionExpr = conditionExprRef.getValue();
+            if (conditionExpr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+                return null;
+            }
+            if (isEqJoinCondition(commonSubExpr)) {
+                // Do not eliminate the common expression if we could use it for an equi-join.
+                return null;
+            }
+            AbstractFunctionCallExpression conditionFuncExpr = (AbstractFunctionCallExpression) conditionExpr;
+            // Boolean expression that encloses the common subexpression.
+            ILogicalExpression enclosingBoolExpr = null;
+            // We are not dealing with arbitrarily nested and/or expressions here.
+            FunctionIdentifier funcIdent = conditionFuncExpr.getFunctionIdentifier();
+            if (funcIdent.equals(AlgebricksBuiltinFunctions.AND) || funcIdent.equals(AlgebricksBuiltinFunctions.OR)) {
+                Iterator<Mutable<ILogicalExpression>> argIter = conditionFuncExpr.getArguments().iterator();
+                while (argIter.hasNext()) {
+                    Mutable<ILogicalExpression> argRef = argIter.next();
+                    if (containsExpr(argRef.getValue(), commonSubExpr)) {
+                        enclosingBoolExpr = argRef.getValue();
+                        // Remove the enclosing expression from the argument list.
+                        // We are going to pull it out into a new select operator.
+                        argIter.remove();
+                        break;
+                    }
+                }
+                // If and/or only has a single argument left, pull it out and remove the and/or function.
+                if (conditionFuncExpr.getArguments().size() == 1) {
+                    conditionExprRef.setValue(conditionFuncExpr.getArguments().get(0).getValue());
+                }
+            } else {
+                if (!containsExpr(conditionExprRef.getValue(), commonSubExpr)) {
+                    return null;
+                }
+                enclosingBoolExpr = conditionFuncExpr;
+                // Replace the enclosing expression with TRUE.
+                conditionExprRef.setValue(ConstantExpression.TRUE);
+            }
+            return enclosingBoolExpr;
+        }
+    }
+
+    private boolean containsExpr(ILogicalExpression expr, ILogicalExpression searchExpr) {
+        if (expr == searchExpr) {
+            return true;
+        }
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+        for (Mutable<ILogicalExpression> argRef : funcExpr.getArguments()) {
+            if (containsExpr(argRef.getValue(), searchExpr)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private boolean isEqJoinCondition(ILogicalExpression expr) {
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+        if (funcExpr.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.EQ)) {
+            ILogicalExpression arg1 = funcExpr.getArguments().get(0).getValue();
+            ILogicalExpression arg2 = funcExpr.getArguments().get(1).getValue();
+            if (arg1.getExpressionTag() == LogicalExpressionTag.VARIABLE
+                    && arg2.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private final class ExprEquivalenceClass {
+        // First operator in which expression is used.
+        private final ILogicalOperator firstOp;
+
+        // Reference to expression in first op.
+        private final Mutable<ILogicalExpression> firstExprRef;
+
+        // Variable that this expression has been assigned to.
+        private LogicalVariable var;
+
+        public ExprEquivalenceClass(ILogicalOperator firstOp, Mutable<ILogicalExpression> firstExprRef) {
+            this.firstOp = firstOp;
+            this.firstExprRef = firstExprRef;
+        }
+
+        public ILogicalOperator getFirstOperator() {
+            return firstOp;
+        }
+
+        public Mutable<ILogicalExpression> getFirstExpression() {
+            return firstExprRef;
+        }
+
+        public void setVariable(LogicalVariable var) {
+            this.var = var;
+        }
+
+        public LogicalVariable getVariable() {
+            return var;
+        }
+
+        public boolean variableIsSet() {
+            return var != null;
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java
new file mode 100644
index 0000000..3b31f6d
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractCommonOperatorsRule.java
@@ -0,0 +1,522 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.BitSet;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableInt;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.IsomorphismUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AssignPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.OneToOneExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.ReplicatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.HeuristicOptimizer;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class ExtractCommonOperatorsRule implements IAlgebraicRewriteRule {
+
+    private final HashMap<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>> childrenToParents = new HashMap<Mutable<ILogicalOperator>, List<Mutable<ILogicalOperator>>>();
+    private final List<Mutable<ILogicalOperator>> roots = new ArrayList<Mutable<ILogicalOperator>>();
+    private final List<List<Mutable<ILogicalOperator>>> equivalenceClasses = new ArrayList<List<Mutable<ILogicalOperator>>>();
+    private final HashMap<Mutable<ILogicalOperator>, BitSet> opToCandidateInputs = new HashMap<Mutable<ILogicalOperator>, BitSet>();
+    private final HashMap<Mutable<ILogicalOperator>, MutableInt> clusterMap = new HashMap<Mutable<ILogicalOperator>, MutableInt>();
+    private final HashMap<Integer, BitSet> clusterWaitForMap = new HashMap<Integer, BitSet>();
+    private int lastUsedClusterId = 0;
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT
+                && op.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
+            return false;
+        }
+        if (!roots.contains(op)) {
+            roots.add(new MutableObject<ILogicalOperator>(op));
+        }
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.WRITE && op.getOperatorTag() != LogicalOperatorTag.WRITE_RESULT
+                && op.getOperatorTag() != LogicalOperatorTag.DISTRIBUTE_RESULT) {
+            return false;
+        }
+        boolean rewritten = false;
+        boolean changed = false;
+        if (roots.size() > 0) {
+            do {
+                changed = false;
+                // applying the rewriting until fixpoint
+                topDownMaterialization(roots);
+                genCandidates(context);
+                removeTrivialShare();
+                if (equivalenceClasses.size() > 0) {
+                    changed = rewrite(context);
+                }
+                if (!rewritten) {
+                    rewritten = changed;
+                }
+                equivalenceClasses.clear();
+                childrenToParents.clear();
+                opToCandidateInputs.clear();
+                clusterMap.clear();
+                clusterWaitForMap.clear();
+                lastUsedClusterId = 0;
+            } while (changed);
+            roots.clear();
+        }
+        return rewritten;
+    }
+
+    private void removeTrivialShare() {
+        for (List<Mutable<ILogicalOperator>> candidates : equivalenceClasses) {
+            for (int i = candidates.size() - 1; i >= 0; i--) {
+                Mutable<ILogicalOperator> opRef = candidates.get(i);
+                AbstractLogicalOperator aop = (AbstractLogicalOperator) opRef.getValue();
+                if (aop.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+                    aop = (AbstractLogicalOperator) aop.getInputs().get(0).getValue();
+                }
+                if (aop.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+                    candidates.remove(i);
+                }
+            }
+        }
+        for (int i = equivalenceClasses.size() - 1; i >= 0; i--) {
+            if (equivalenceClasses.get(i).size() < 2) {
+                equivalenceClasses.remove(i);
+            }
+        }
+    }
+
+    private boolean rewrite(IOptimizationContext context) throws AlgebricksException {
+        boolean changed = false;
+        for (List<Mutable<ILogicalOperator>> members : equivalenceClasses) {
+            if (rewriteForOneEquivalentClass(members, context)) {
+                changed = true;
+            }
+        }
+        return changed;
+    }
+
+    private boolean rewriteForOneEquivalentClass(List<Mutable<ILogicalOperator>> members, IOptimizationContext context)
+            throws AlgebricksException {
+        List<Mutable<ILogicalOperator>> group = new ArrayList<Mutable<ILogicalOperator>>();
+        boolean rewritten = false;
+        while (members.size() > 0) {
+            group.clear();
+            Mutable<ILogicalOperator> candidate = members.remove(members.size() - 1);
+            group.add(candidate);
+            for (int i = members.size() - 1; i >= 0; i--) {
+                Mutable<ILogicalOperator> peer = members.get(i);
+                if (IsomorphismUtilities.isOperatorIsomorphic(candidate.getValue(), peer.getValue())) {
+                    group.add(peer);
+                    members.remove(i);
+                }
+            }
+            boolean[] materializationFlags = computeMaterilizationFlags(group);
+            if (group.isEmpty()) {
+                continue;
+            }
+            candidate = group.get(0);
+            ReplicateOperator rop = new ReplicateOperator(group.size(), materializationFlags);
+            rop.setPhysicalOperator(new ReplicatePOperator());
+            Mutable<ILogicalOperator> ropRef = new MutableObject<ILogicalOperator>(rop);
+            AbstractLogicalOperator aopCandidate = (AbstractLogicalOperator) candidate.getValue();
+            List<Mutable<ILogicalOperator>> originalCandidateParents = childrenToParents.get(candidate);
+
+            rop.setExecutionMode(((AbstractLogicalOperator) candidate.getValue()).getExecutionMode());
+            if (aopCandidate.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+                rop.getInputs().add(candidate);
+            } else {
+                AbstractLogicalOperator beforeExchange = new ExchangeOperator();
+                beforeExchange.setPhysicalOperator(new OneToOneExchangePOperator());
+                beforeExchange.setExecutionMode(rop.getExecutionMode());
+                Mutable<ILogicalOperator> beforeExchangeRef = new MutableObject<ILogicalOperator>(beforeExchange);
+                beforeExchange.getInputs().add(candidate);
+                context.computeAndSetTypeEnvironmentForOperator(beforeExchange);
+                rop.getInputs().add(beforeExchangeRef);
+            }
+            context.computeAndSetTypeEnvironmentForOperator(rop);
+
+            for (Mutable<ILogicalOperator> parentRef : originalCandidateParents) {
+                AbstractLogicalOperator parent = (AbstractLogicalOperator) parentRef.getValue();
+                int index = parent.getInputs().indexOf(candidate);
+                if (parent.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+                    parent.getInputs().set(index, ropRef);
+                    rop.getOutputs().add(parentRef);
+                } else {
+                    AbstractLogicalOperator exchange = new ExchangeOperator();
+                    exchange.setPhysicalOperator(new OneToOneExchangePOperator());
+                    exchange.setExecutionMode(rop.getExecutionMode());
+                    MutableObject<ILogicalOperator> exchangeRef = new MutableObject<ILogicalOperator>(exchange);
+                    exchange.getInputs().add(ropRef);
+                    rop.getOutputs().add(exchangeRef);
+                    context.computeAndSetTypeEnvironmentForOperator(exchange);
+                    parent.getInputs().set(index, exchangeRef);
+                    context.computeAndSetTypeEnvironmentForOperator(parent);
+                }
+            }
+            List<LogicalVariable> liveVarsNew = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(candidate.getValue(), liveVarsNew);
+            ArrayList<Mutable<ILogicalExpression>> assignExprs = new ArrayList<Mutable<ILogicalExpression>>();
+            for (LogicalVariable liveVar : liveVarsNew) {
+                assignExprs.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(liveVar)));
+            }
+            for (Mutable<ILogicalOperator> ref : group) {
+                if (ref.equals(candidate)) {
+                    continue;
+                }
+                ArrayList<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+                Map<LogicalVariable, LogicalVariable> variableMappingBack = new HashMap<LogicalVariable, LogicalVariable>();
+                IsomorphismUtilities.mapVariablesTopDown(ref.getValue(), candidate.getValue(), variableMappingBack);
+                for (int i = 0; i < liveVarsNew.size(); i++) {
+                    liveVars.add(variableMappingBack.get(liveVarsNew.get(i)));
+                }
+
+                AbstractLogicalOperator assignOperator = new AssignOperator(liveVars, assignExprs);
+                assignOperator.setExecutionMode(rop.getExecutionMode());
+                assignOperator.setPhysicalOperator(new AssignPOperator());
+                AbstractLogicalOperator projectOperator = new ProjectOperator(liveVars);
+                projectOperator.setPhysicalOperator(new StreamProjectPOperator());
+                projectOperator.setExecutionMode(rop.getExecutionMode());
+                AbstractLogicalOperator exchOp = new ExchangeOperator();
+                exchOp.setPhysicalOperator(new OneToOneExchangePOperator());
+                exchOp.setExecutionMode(rop.getExecutionMode());
+                exchOp.getInputs().add(ropRef);
+                MutableObject<ILogicalOperator> exchOpRef = new MutableObject<ILogicalOperator>(exchOp);
+                rop.getOutputs().add(exchOpRef);
+                assignOperator.getInputs().add(exchOpRef);
+                projectOperator.getInputs().add(new MutableObject<ILogicalOperator>(assignOperator));
+
+                // set the types
+                context.computeAndSetTypeEnvironmentForOperator(exchOp);
+                context.computeAndSetTypeEnvironmentForOperator(assignOperator);
+                context.computeAndSetTypeEnvironmentForOperator(projectOperator);
+
+                List<Mutable<ILogicalOperator>> parentOpList = childrenToParents.get(ref);
+                for (Mutable<ILogicalOperator> parentOpRef : parentOpList) {
+                    AbstractLogicalOperator parentOp = (AbstractLogicalOperator) parentOpRef.getValue();
+                    int index = parentOp.getInputs().indexOf(ref);
+                    ILogicalOperator childOp = parentOp.getOperatorTag() == LogicalOperatorTag.PROJECT ? assignOperator
+                            : projectOperator;
+                    if (!HeuristicOptimizer.isHyracksOp(parentOp.getPhysicalOperator().getOperatorTag())) {
+                        parentOp.getInputs().set(index, new MutableObject<ILogicalOperator>(childOp));
+                    } else {
+                        // If the parent operator is a hyracks operator,
+                        // an extra one-to-one exchange is needed.
+                        AbstractLogicalOperator exchg = new ExchangeOperator();
+                        exchg.setPhysicalOperator(new OneToOneExchangePOperator());
+                        exchg.setExecutionMode(childOp.getExecutionMode());
+                        exchg.getInputs().add(new MutableObject<ILogicalOperator>(childOp));
+                        parentOp.getInputs().set(index, new MutableObject<ILogicalOperator>(exchg));
+                        context.computeAndSetTypeEnvironmentForOperator(exchg);
+                    }
+                    context.computeAndSetTypeEnvironmentForOperator(parentOp);
+                }
+            }
+            rewritten = true;
+        }
+        return rewritten;
+    }
+
+    private void genCandidates(IOptimizationContext context) throws AlgebricksException {
+        List<List<Mutable<ILogicalOperator>>> previousEquivalenceClasses = new ArrayList<List<Mutable<ILogicalOperator>>>();
+        while (equivalenceClasses.size() > 0) {
+            previousEquivalenceClasses.clear();
+            for (List<Mutable<ILogicalOperator>> candidates : equivalenceClasses) {
+                List<Mutable<ILogicalOperator>> candidatesCopy = new ArrayList<Mutable<ILogicalOperator>>();
+                candidatesCopy.addAll(candidates);
+                previousEquivalenceClasses.add(candidatesCopy);
+            }
+            List<Mutable<ILogicalOperator>> currentLevelOpRefs = new ArrayList<Mutable<ILogicalOperator>>();
+            for (List<Mutable<ILogicalOperator>> candidates : equivalenceClasses) {
+                if (candidates.size() > 0) {
+                    for (Mutable<ILogicalOperator> opRef : candidates) {
+                        List<Mutable<ILogicalOperator>> refs = childrenToParents.get(opRef);
+                        if (refs != null) {
+                            currentLevelOpRefs.addAll(refs);
+                        }
+                    }
+                }
+                if (currentLevelOpRefs.size() == 0) {
+                    continue;
+                }
+                candidatesGrow(currentLevelOpRefs, candidates);
+            }
+            if (currentLevelOpRefs.size() == 0) {
+                break;
+            }
+            prune(context);
+        }
+        if (equivalenceClasses.size() < 1 && previousEquivalenceClasses.size() > 0) {
+            equivalenceClasses.addAll(previousEquivalenceClasses);
+            prune(context);
+        }
+    }
+
+    private void topDownMaterialization(List<Mutable<ILogicalOperator>> tops) {
+        List<Mutable<ILogicalOperator>> candidates = new ArrayList<Mutable<ILogicalOperator>>();
+        List<Mutable<ILogicalOperator>> nextLevel = new ArrayList<Mutable<ILogicalOperator>>();
+        for (Mutable<ILogicalOperator> op : tops) {
+            for (Mutable<ILogicalOperator> opRef : op.getValue().getInputs()) {
+                List<Mutable<ILogicalOperator>> opRefList = childrenToParents.get(opRef);
+                if (opRefList == null) {
+                    opRefList = new ArrayList<Mutable<ILogicalOperator>>();
+                    childrenToParents.put(opRef, opRefList);
+                    nextLevel.add(opRef);
+                }
+                opRefList.add(op);
+            }
+            if (op.getValue().getInputs().size() == 0) {
+                candidates.add(op);
+            }
+        }
+        if (equivalenceClasses.size() > 0) {
+            equivalenceClasses.get(0).addAll(candidates);
+        } else {
+            equivalenceClasses.add(candidates);
+        }
+        if (nextLevel.size() > 0) {
+            topDownMaterialization(nextLevel);
+        }
+    }
+
+    private void candidatesGrow(List<Mutable<ILogicalOperator>> opList, List<Mutable<ILogicalOperator>> candidates) {
+        List<Mutable<ILogicalOperator>> previousCandidates = new ArrayList<Mutable<ILogicalOperator>>();
+        previousCandidates.addAll(candidates);
+        candidates.clear();
+        boolean validCandidate = false;
+        for (Mutable<ILogicalOperator> op : opList) {
+            List<Mutable<ILogicalOperator>> inputs = op.getValue().getInputs();
+            for (int i = 0; i < inputs.size(); i++) {
+                Mutable<ILogicalOperator> inputRef = inputs.get(i);
+                validCandidate = false;
+                for (Mutable<ILogicalOperator> candidate : previousCandidates) {
+                    // if current input is in candidates
+                    if (inputRef.getValue().equals(candidate.getValue())) {
+                        if (inputs.size() == 1) {
+                            validCandidate = true;
+                        } else {
+                            BitSet candidateInputBitMap = opToCandidateInputs.get(op);
+                            if (candidateInputBitMap == null) {
+                                candidateInputBitMap = new BitSet(inputs.size());
+                                opToCandidateInputs.put(op, candidateInputBitMap);
+                            }
+                            candidateInputBitMap.set(i);
+                            if (candidateInputBitMap.cardinality() == inputs.size()) {
+                                validCandidate = true;
+                            }
+                        }
+                        break;
+                    }
+                }
+            }
+            if (!validCandidate) {
+                continue;
+            }
+            if (!candidates.contains(op)) {
+                candidates.add(op);
+            }
+        }
+    }
+
+    private void prune(IOptimizationContext context) throws AlgebricksException {
+        List<List<Mutable<ILogicalOperator>>> previousEquivalenceClasses = new ArrayList<List<Mutable<ILogicalOperator>>>();
+        for (List<Mutable<ILogicalOperator>> candidates : equivalenceClasses) {
+            List<Mutable<ILogicalOperator>> candidatesCopy = new ArrayList<Mutable<ILogicalOperator>>();
+            candidatesCopy.addAll(candidates);
+            previousEquivalenceClasses.add(candidatesCopy);
+        }
+        equivalenceClasses.clear();
+        for (List<Mutable<ILogicalOperator>> candidates : previousEquivalenceClasses) {
+            boolean[] reserved = new boolean[candidates.size()];
+            for (int i = 0; i < reserved.length; i++) {
+                reserved[i] = false;
+            }
+            for (int i = candidates.size() - 1; i >= 0; i--) {
+                if (reserved[i] == false) {
+                    List<Mutable<ILogicalOperator>> equivalentClass = new ArrayList<Mutable<ILogicalOperator>>();
+                    ILogicalOperator candidate = candidates.get(i).getValue();
+                    equivalentClass.add(candidates.get(i));
+                    for (int j = i - 1; j >= 0; j--) {
+                        ILogicalOperator peer = candidates.get(j).getValue();
+                        if (IsomorphismUtilities.isOperatorIsomorphic(candidate, peer)) {
+                            reserved[i] = true;
+                            reserved[j] = true;
+                            equivalentClass.add(candidates.get(j));
+                        }
+                    }
+                    if (equivalentClass.size() > 1) {
+                        equivalenceClasses.add(equivalentClass);
+                        Collections.reverse(equivalentClass);
+                    }
+                }
+            }
+            for (int i = candidates.size() - 1; i >= 0; i--) {
+                if (!reserved[i]) {
+                    candidates.remove(i);
+                }
+            }
+        }
+    }
+
+    private boolean[] computeMaterilizationFlags(List<Mutable<ILogicalOperator>> group) {
+        lastUsedClusterId = 0;
+        for (Mutable<ILogicalOperator> root : roots) {
+            computeClusters(null, root, new MutableInt(++lastUsedClusterId));
+        }
+        boolean[] materializationFlags = new boolean[group.size()];
+        boolean worthMaterialization = worthMaterialization(group.get(0));
+        boolean requiresMaterialization;
+        // get clusterIds for each candidate in the group
+        List<Integer> groupClusterIds = new ArrayList<Integer>(group.size());
+        for (int i = 0; i < group.size(); i++) {
+            groupClusterIds.add(clusterMap.get(group.get(i)).getValue());
+        }
+        for (int i = group.size() - 1; i >= 0; i--) {
+            requiresMaterialization = requiresMaterialization(groupClusterIds, i);
+            if (requiresMaterialization && !worthMaterialization) {
+                group.remove(i);
+                groupClusterIds.remove(i);
+            }
+            materializationFlags[i] = requiresMaterialization;
+        }
+        if (group.size() < 2) {
+            group.clear();
+        }
+        // if does not worth materialization, the flags for the remaining candidates should be false
+        return worthMaterialization ? materializationFlags : new boolean[group.size()];
+    }
+
+    private boolean requiresMaterialization(List<Integer> groupClusterIds, int index) {
+        Integer clusterId = groupClusterIds.get(index);
+        BitSet blockingClusters = new BitSet();
+        getAllBlockingClusterIds(clusterId, blockingClusters);
+        if (!blockingClusters.isEmpty()) {
+            for (int i = 0; i < groupClusterIds.size(); i++) {
+                if (i == index) {
+                    continue;
+                }
+                if (blockingClusters.get(groupClusterIds.get(i))) {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
+
+    private void getAllBlockingClusterIds(int clusterId, BitSet blockingClusters) {
+        BitSet waitFor = clusterWaitForMap.get(clusterId);
+        if (waitFor != null) {
+            for (int i = waitFor.nextSetBit(0); i >= 0; i = waitFor.nextSetBit(i + 1)) {
+                getAllBlockingClusterIds(i, blockingClusters);
+            }
+            blockingClusters.or(waitFor);
+        }
+    }
+
+    private void computeClusters(Mutable<ILogicalOperator> parentRef, Mutable<ILogicalOperator> opRef,
+            MutableInt currentClusterId) {
+        // only replicate operator has multiple outputs
+        int outputIndex = 0;
+        if (opRef.getValue().getOperatorTag() == LogicalOperatorTag.REPLICATE) {
+            ReplicateOperator rop = (ReplicateOperator) opRef.getValue();
+            List<Mutable<ILogicalOperator>> outputs = rop.getOutputs();
+            for (outputIndex = 0; outputIndex < outputs.size(); outputIndex++) {
+                if (outputs.get(outputIndex).equals(parentRef)) {
+                    break;
+                }
+            }
+        }
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) opRef.getValue();
+        Pair<int[], int[]> labels = aop.getPhysicalOperator().getInputOutputDependencyLabels(opRef.getValue());
+        List<Mutable<ILogicalOperator>> inputs = opRef.getValue().getInputs();
+        for (int i = 0; i < inputs.size(); i++) {
+            Mutable<ILogicalOperator> inputRef = inputs.get(i);
+            if (labels.second[outputIndex] == 1 && labels.first[i] == 0) { // 1 -> 0
+                if (labels.second.length == 1) {
+                    clusterMap.put(opRef, currentClusterId);
+                    // start a new cluster
+                    MutableInt newClusterId = new MutableInt(++lastUsedClusterId);
+                    computeClusters(opRef, inputRef, newClusterId);
+                    BitSet waitForList = clusterWaitForMap.get(currentClusterId.getValue());
+                    if (waitForList == null) {
+                        waitForList = new BitSet();
+                        clusterWaitForMap.put(currentClusterId.getValue(), waitForList);
+                    }
+                    waitForList.set(newClusterId.getValue());
+                }
+            } else { // 0 -> 0 and 1 -> 1
+                MutableInt prevClusterId = clusterMap.get(opRef);
+                if (prevClusterId == null || prevClusterId.getValue().equals(currentClusterId.getValue())) {
+                    clusterMap.put(opRef, currentClusterId);
+                    computeClusters(opRef, inputRef, currentClusterId);
+                } else {
+                    // merge prevClusterId and currentClusterId: update all the map entries that has currentClusterId to prevClusterId
+                    for (BitSet bs : clusterWaitForMap.values()) {
+                        if (bs.get(currentClusterId.getValue())) {
+                            bs.clear(currentClusterId.getValue());
+                            bs.set(prevClusterId.getValue());
+                        }
+                    }
+                    currentClusterId.setValue(prevClusterId.getValue());
+                }
+            }
+        }
+    }
+
+    protected boolean worthMaterialization(Mutable<ILogicalOperator> candidate) {
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) candidate.getValue();
+        if (aop.getPhysicalOperator().expensiveThanMaterialization()) {
+            return true;
+        }
+        List<Mutable<ILogicalOperator>> inputs = candidate.getValue().getInputs();
+        for (Mutable<ILogicalOperator> inputRef : inputs) {
+            if (worthMaterialization(inputRef)) {
+                return true;
+            }
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java
new file mode 100644
index 0000000..71a00bf
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractFunctionsFromJoinConditionRule.java
@@ -0,0 +1,159 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Factors out function expressions from each comparison function or similarity function in join condition by
+ * assigning them to a variables, and replacing the function expressions with references to those variables.
+ * Examples:
+ * Plan with function expressions in comparison or similarity condition of join expression.
+ * Generates one assign operator per extracted function expression.
+ *
+ * <pre>
+ * Before plan:
+ *
+ *   join ( eq( funcX($$1), funcX($$2) ) )
+ *
+ * After plan:
+ *
+ *   join (eq($$3,$$4))
+ *   assign [$$4] <- [funcY($$2)]
+ *   assign [$$3] <- [funcX($$1)]
+ * </pre>
+ */
+public class ExtractFunctionsFromJoinConditionRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN
+                && op.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) op;
+        ILogicalExpression expr = joinOp.getCondition().getValue();
+
+        return assignFunctionExpressions(joinOp, expr, context);
+
+    }
+
+    private boolean assignFunctionExpressions(AbstractLogicalOperator joinOp, ILogicalExpression expr,
+            IOptimizationContext context) throws AlgebricksException {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) expr;
+        FunctionIdentifier fi = fexp.getFunctionIdentifier();
+
+        boolean modified = false;
+        if (fi.equals(AlgebricksBuiltinFunctions.AND) || fi.equals(AlgebricksBuiltinFunctions.OR)
+                || processArgumentsToFunction(fi)) {
+            for (Mutable<ILogicalExpression> a : fexp.getArguments()) {
+                if (assignFunctionExpressions(joinOp, a.getValue(), context)) {
+                    modified = true;
+                }
+            }
+            return modified;
+        } else if (AlgebricksBuiltinFunctions.isComparisonFunction(fi) || isComparisonFunction(fi)) {
+            for (Mutable<ILogicalExpression> exprRef : fexp.getArguments()) {
+                if (exprRef.getValue().getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                    LogicalVariable newVar = context.newVar();
+                    AssignOperator newAssign = new AssignOperator(newVar, new MutableObject<ILogicalExpression>(exprRef
+                            .getValue().cloneExpression()));
+                    newAssign.setExecutionMode(joinOp.getExecutionMode());
+
+                    // Place assign below joinOp.
+                    List<LogicalVariable> used = new ArrayList<LogicalVariable>();
+                    VariableUtilities.getUsedVariables(newAssign, used);
+
+                    Mutable<ILogicalOperator> leftBranchRef = joinOp.getInputs().get(0);
+                    ILogicalOperator leftBranch = leftBranchRef.getValue();
+                    List<LogicalVariable> leftBranchVariables = new ArrayList<LogicalVariable>();
+                    VariableUtilities.getLiveVariables(leftBranch, leftBranchVariables);
+                    if (leftBranchVariables.containsAll(used)) {
+                        // place assign on left branch
+                        newAssign.getInputs().add(new MutableObject<ILogicalOperator>(leftBranch));
+                        leftBranchRef.setValue(newAssign);
+                        modified = true;
+                    } else {
+                        Mutable<ILogicalOperator> rightBranchRef = joinOp.getInputs().get(1);
+                        ILogicalOperator rightBranch = rightBranchRef.getValue();
+                        List<LogicalVariable> rightBranchVariables = new ArrayList<LogicalVariable>();
+                        VariableUtilities.getLiveVariables(rightBranch, rightBranchVariables);
+                        if (rightBranchVariables.containsAll(used)) {
+                            // place assign on right branch
+                            newAssign.getInputs().add(new MutableObject<ILogicalOperator>(rightBranch));
+                            rightBranchRef.setValue(newAssign);
+                            modified = true;
+                        }
+                    }
+
+                    if (modified) {
+                        // Replace original expr with variable reference.
+                        exprRef.setValue(new VariableReferenceExpression(newVar));
+                        context.computeAndSetTypeEnvironmentForOperator(newAssign);
+                        context.computeAndSetTypeEnvironmentForOperator(joinOp);
+                    }
+                }
+            }
+            return modified;
+        } else {
+            return false;
+        }
+    }
+
+    protected boolean processArgumentsToFunction(FunctionIdentifier fi) {
+        return false;
+    }
+
+    protected boolean isComparisonFunction(FunctionIdentifier fi) {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractGbyExpressionsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractGbyExpressionsRule.java
new file mode 100644
index 0000000..7a0012a
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ExtractGbyExpressionsRule.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+
+/**
+ * Needed only bc. current Hyrax operators require keys to be fields.
+ */
+public class ExtractGbyExpressionsRule extends AbstractExtractExprRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+
+        if (context.checkIfInDontApplySet(this, op1)) {
+            return false;
+        }
+        context.addToDontApplySet(this, op1);
+        GroupByOperator g = (GroupByOperator) op1;
+        boolean r1 = gbyExprWasRewritten(g, context);
+        boolean r2 = decorExprWasRewritten(g, context);
+        boolean fired = r1 || r2;
+        if (fired) {
+            context.computeAndSetTypeEnvironmentForOperator(g);
+        }
+        return fired;
+    }
+
+    private boolean gbyExprWasRewritten(GroupByOperator g, IOptimizationContext context) throws AlgebricksException {
+        if (!gbyHasComplexExpr(g)) {
+            return false;
+        }
+        Mutable<ILogicalOperator> opRef2 = g.getInputs().get(0);
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gbyPair : g.getGroupByList()) {
+            ILogicalExpression expr = gbyPair.second.getValue();
+            if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                LogicalVariable v = extractExprIntoAssignOpRef(expr, opRef2, context);
+                gbyPair.second.setValue(new VariableReferenceExpression(v));
+            }
+        }
+        return true;
+    }
+
+    private boolean decorExprWasRewritten(GroupByOperator g, IOptimizationContext context) throws AlgebricksException {
+        if (!decorHasComplexExpr(g)) {
+            return false;
+        }
+        Mutable<ILogicalOperator> opRef2 = g.getInputs().get(0);
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> decorPair : g.getDecorList()) {
+            ILogicalExpression expr = decorPair.second.getValue();
+            if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                LogicalVariable v = extractExprIntoAssignOpRef(expr, opRef2, context);
+                decorPair.second.setValue(new VariableReferenceExpression(v));
+            }
+        }
+        return true;
+    }
+
+    private boolean gbyHasComplexExpr(GroupByOperator g) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gbyPair : g.getGroupByList()) {
+            if (gbyPair.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private boolean decorHasComplexExpr(GroupByOperator g) {
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gbyPair : g.getDecorList()) {
+            if (gbyPair.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/FactorRedundantGroupAndDecorVarsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/FactorRedundantGroupAndDecorVarsRule.java
new file mode 100644
index 0000000..38776c6
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/FactorRedundantGroupAndDecorVarsRule.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.ListIterator;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class FactorRedundantGroupAndDecorVarsRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        GroupByOperator gby = (GroupByOperator) op;
+        Map<LogicalVariable, LogicalVariable> varRhsToLhs = new HashMap<LogicalVariable, LogicalVariable>();
+        boolean gvChanged = factorRedundantRhsVars(gby.getGroupByList(), opRef, varRhsToLhs, context);
+        boolean dvChanged = factorRedundantRhsVars(gby.getDecorList(), opRef, varRhsToLhs, context);
+
+        return gvChanged || dvChanged;
+    }
+
+    private boolean factorRedundantRhsVars(List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> veList,
+            Mutable<ILogicalOperator> opRef, Map<LogicalVariable, LogicalVariable> varRhsToLhs,
+            IOptimizationContext context) throws AlgebricksException {
+        varRhsToLhs.clear();
+        ListIterator<Pair<LogicalVariable, Mutable<ILogicalExpression>>> iter = veList.listIterator();
+        boolean changed = false;
+        while (iter.hasNext()) {
+            Pair<LogicalVariable, Mutable<ILogicalExpression>> p = iter.next();
+            if (p.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                continue;
+            }
+            LogicalVariable v = GroupByOperator.getDecorVariable(p);
+            LogicalVariable lhs = varRhsToLhs.get(v);
+            if (lhs != null) {
+                if (p.first != null) {
+                    AssignOperator assign = new AssignOperator(p.first, new MutableObject<ILogicalExpression>(
+                            new VariableReferenceExpression(lhs)));
+                    ILogicalOperator op = opRef.getValue();
+                    assign.getInputs().add(new MutableObject<ILogicalOperator>(op));
+                    opRef.setValue(assign);
+                    context.computeAndSetTypeEnvironmentForOperator(assign);
+                }
+                iter.remove();
+                changed = true;
+            } else {
+                varRhsToLhs.put(v, p.first);
+            }
+        }
+        return changed;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InferTypesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InferTypesRule.java
new file mode 100644
index 0000000..a61b1a2
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InferTypesRule.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class InferTypesRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator op = opRef.getValue();
+        if (context.getOutputTypeEnvironment(op) != null) {
+            return false;
+        }
+        context.computeAndSetTypeEnvironmentForOperator(op);
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineAssignIntoAggregateRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineAssignIntoAggregateRule.java
new file mode 100644
index 0000000..d0dff03
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineAssignIntoAggregateRule.java
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.AbstractConstVarFunVisitor;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class InlineAssignIntoAggregateRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        boolean changed = false;
+        GroupByOperator gbyOp = (GroupByOperator) op;
+        for (ILogicalPlan p : gbyOp.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                if (inlined(r)) {
+                    changed = true;
+                }
+            }
+        }
+        return changed;
+    }
+
+    private boolean inlined(Mutable<ILogicalOperator> r) throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) r.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op1.getInputs().get(0).getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        AggregateOperator agg = (AggregateOperator) op1;
+        AssignOperator assign = (AssignOperator) op2;
+        VarExprSubstitution ves = new VarExprSubstitution(assign.getVariables(), assign.getExpressions());
+        for (Mutable<ILogicalExpression> exprRef : agg.getExpressions()) {
+            ILogicalExpression expr = exprRef.getValue();
+            Pair<Boolean, ILogicalExpression> p = expr.accept(ves, null);
+            if (p.first == true) {
+                exprRef.setValue(p.second);
+            }
+            // AbstractLogicalExpression ale = (AbstractLogicalExpression) expr;
+            // ale.accept(ves, null);
+        }
+        List<Mutable<ILogicalOperator>> op1InpList = op1.getInputs();
+        op1InpList.clear();
+        op1InpList.add(op2.getInputs().get(0));
+        return true;
+    }
+
+    private class VarExprSubstitution extends AbstractConstVarFunVisitor<Pair<Boolean, ILogicalExpression>, Void> {
+
+        private List<LogicalVariable> variables;
+        private List<Mutable<ILogicalExpression>> expressions;
+
+        public VarExprSubstitution(List<LogicalVariable> variables, List<Mutable<ILogicalExpression>> expressions) {
+            this.variables = variables;
+            this.expressions = expressions;
+        }
+
+        @Override
+        public Pair<Boolean, ILogicalExpression> visitConstantExpression(ConstantExpression expr, Void arg) {
+            return new Pair<Boolean, ILogicalExpression>(false, expr);
+        }
+
+        @Override
+        public Pair<Boolean, ILogicalExpression> visitFunctionCallExpression(AbstractFunctionCallExpression expr,
+                Void arg) throws AlgebricksException {
+            boolean changed = false;
+            for (Mutable<ILogicalExpression> eRef : expr.getArguments()) {
+                ILogicalExpression e = eRef.getValue();
+                Pair<Boolean, ILogicalExpression> p = e.accept(this, arg);
+                if (p.first) {
+                    eRef.setValue(p.second);
+                    changed = true;
+                }
+            }
+            return new Pair<Boolean, ILogicalExpression>(changed, expr);
+        }
+
+        @Override
+        public Pair<Boolean, ILogicalExpression> visitVariableReferenceExpression(VariableReferenceExpression expr,
+                Void arg) {
+            LogicalVariable v = expr.getVariableReference();
+            int idx = variables.indexOf(v);
+            if (idx < 0) {
+                return new Pair<Boolean, ILogicalExpression>(false, expr);
+            } else {
+                return new Pair<Boolean, ILogicalExpression>(true, expressions.get(idx).getValue());
+            }
+
+        }
+
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineSingleReferenceVariablesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineSingleReferenceVariablesRule.java
new file mode 100644
index 0000000..71fde61
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineSingleReferenceVariablesRule.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+
+/**
+ * Inlines variables that are referenced exactly once.
+ *
+ * Preconditions/Assumptions:
+ * Assumes no projects are in the plan.
+ *
+ * Example assuming variable $$3 is referenced exactly once.
+ *
+ * Before plan:
+ * select (funcA($$3))
+ *   ...
+ *     assign [$$3] <- [field-access($$0, 1)]
+ *
+ * After plan:
+ * select (funcA(field-access($$0, 1))
+ *   ...
+ *     assign [] <- []
+ */
+public class InlineSingleReferenceVariablesRule extends InlineVariablesRule {
+
+    // Maps from variable to a list of operators using that variable.
+    protected Map<LogicalVariable, List<ILogicalOperator>> usedVarsMap = new HashMap<LogicalVariable, List<ILogicalOperator>>();
+    protected List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+
+    @Override
+    protected void prepare(IOptimizationContext context) {
+        super.prepare(context);
+        usedVarsMap.clear();
+        usedVars.clear();
+    }
+
+    @Override
+    protected boolean performFinalAction() throws AlgebricksException {
+        boolean modified = false;
+        for (Map.Entry<LogicalVariable, List<ILogicalOperator>> entry : usedVarsMap.entrySet()) {
+            // Perform replacement only if variable is referenced a single time.
+            if (entry.getValue().size() == 1) {
+                ILogicalOperator op = entry.getValue().get(0);
+                if (!op.requiresVariableReferenceExpressions()) {
+                    inlineVisitor.setOperator(op);
+                    inlineVisitor.setTargetVariable(entry.getKey());
+                    if (op.acceptExpressionTransform(inlineVisitor)) {
+                        modified = true;
+                    }
+                    inlineVisitor.setTargetVariable(null);
+                }
+            }
+        }
+        return modified;
+    }
+
+    @Override
+    protected boolean performBottomUpAction(AbstractLogicalOperator op) throws AlgebricksException {
+        usedVars.clear();
+        VariableUtilities.getUsedVariables(op, usedVars);
+        for (LogicalVariable var : usedVars) {
+            List<ILogicalOperator> opsUsingVar = usedVarsMap.get(var);
+            if (opsUsingVar == null) {
+                opsUsingVar = new ArrayList<ILogicalOperator>();
+                usedVarsMap.put(var, opsUsingVar);
+            }
+            opsUsingVar.add(op);
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineVariablesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineVariablesRule.java
new file mode 100644
index 0000000..e7cf912
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InlineVariablesRule.java
@@ -0,0 +1,289 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Replaces variable reference expressions with their assigned function-call expression where applicable
+ * (some variables are generated by datasources).
+ * Inlining variables may enable other optimizations by allowing selects and assigns to be moved
+ * (e.g., a select may be pushed into a join to enable an efficient physical join operator).
+ * Preconditions/Assumptions:
+ * Assumes no projects are in the plan. Only inlines variables whose assigned expression is a function call
+ * (i.e., this rule ignores right-hand side constants and other variable references expressions
+ * Postconditions/Examples:
+ * All qualifying variables have been inlined.
+ * Example (simplified):
+ * Before plan:
+ * select <- [$$1 < $$2 + $$0]
+ * assign [$$2] <- [funcZ() + $$0]
+ * assign [$$0, $$1] <- [funcX(), funcY()]
+ * After plan:
+ * select <- [funcY() < funcZ() + funcX() + funcX()]
+ * assign [$$2] <- [funcZ() + funcX()]
+ * assign [$$0, $$1] <- [funcX(), funcY()]
+ */
+public class InlineVariablesRule implements IAlgebraicRewriteRule {
+
+    // Map of variables that could be replaced by their producing expression.
+    // Populated during the top-down sweep of the plan.
+    protected Map<LogicalVariable, ILogicalExpression> varAssignRhs = new HashMap<LogicalVariable, ILogicalExpression>();
+
+    // Visitor for replacing variable reference expressions with their originating expression.
+    protected InlineVariablesVisitor inlineVisitor = new InlineVariablesVisitor(varAssignRhs);
+
+    // Set of FunctionIdentifiers that we should not inline.
+    protected Set<FunctionIdentifier> doNotInlineFuncs = new HashSet<FunctionIdentifier>();
+
+    protected boolean hasRun = false;
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (hasRun) {
+            return false;
+        }
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+        prepare(context);
+        boolean modified = inlineVariables(opRef, context);
+        if (performFinalAction()) {
+            modified = true;
+        }
+        hasRun = true;
+        return modified;
+    }
+
+    protected void prepare(IOptimizationContext context) {
+        varAssignRhs.clear();
+        inlineVisitor.setContext(context);
+    }
+
+    protected boolean performBottomUpAction(AbstractLogicalOperator op) throws AlgebricksException {
+        // Only inline variables in operators that can deal with arbitrary expressions.
+        if (!op.requiresVariableReferenceExpressions()) {
+            inlineVisitor.setOperator(op);
+            return op.acceptExpressionTransform(inlineVisitor);
+        }
+        return false;
+    }
+
+    protected boolean performFinalAction() throws AlgebricksException {
+        return false;
+    }
+
+    /* An expression will be constant at runtime if it has:
+     * 1. A type
+     * 2. No free variables
+     */
+    public static boolean functionIsConstantAtRuntime(AbstractLogicalOperator op,
+            AbstractFunctionCallExpression funcExpr, IOptimizationContext context) throws AlgebricksException {
+        //make sure that there are no variables in the expression
+        Set<LogicalVariable> usedVariables = new HashSet<LogicalVariable>();
+        funcExpr.getUsedVariables(usedVariables);
+        if (usedVariables.size() > 0) {
+            return false;
+        }
+        return true;
+    }
+
+    protected boolean inlineVariables(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        // Update mapping from variables to expressions during top-down traversal.
+        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+            AssignOperator assignOp = (AssignOperator) op;
+            List<LogicalVariable> vars = assignOp.getVariables();
+            List<Mutable<ILogicalExpression>> exprs = assignOp.getExpressions();
+            for (int i = 0; i < vars.size(); i++) {
+                ILogicalExpression expr = exprs.get(i).getValue();
+                // Ignore functions that are either in the doNotInline set or are non-functional
+                if (expr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                    AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+                    if (doNotInlineFuncs.contains(funcExpr.getFunctionIdentifier())
+                            || (!funcExpr.isFunctional() && !functionIsConstantAtRuntime(op, funcExpr, context))) {
+                        continue;
+                    }
+                }
+                varAssignRhs.put(vars.get(i), exprs.get(i).getValue());
+            }
+        }
+
+        // Descend into children removing projects on the way.
+        boolean modified = false;
+        for (Mutable<ILogicalOperator> inputOpRef : op.getInputs()) {
+            if (inlineVariables(inputOpRef, context)) {
+                modified = true;
+            }
+        }
+
+        // Descend into subplan
+        if (op.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+            SubplanOperator subplanOp = (SubplanOperator) op;
+            for (ILogicalPlan nestedPlan : subplanOp.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> root : nestedPlan.getRoots()) {
+                    if (inlineVariables(root, context)) {
+                        modified = true;
+                    }
+                    // Variables produced by a nested subplan cannot be inlined
+                    // in operators above the subplan.
+                    Set<LogicalVariable> producedVars = new HashSet<LogicalVariable>();
+                    VariableUtilities.getProducedVariables(root.getValue(), producedVars);
+                    varAssignRhs.keySet().removeAll(producedVars);
+                }
+            }
+        }
+
+        // References to variables generated in the right branch of a left-outer-join cannot be inlined
+        // in operators above the left-outer-join.
+        if (op.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
+            Set<LogicalVariable> rightLiveVars = new HashSet<LogicalVariable>();
+            VariableUtilities.getLiveVariables(op.getInputs().get(1).getValue(), rightLiveVars);
+            varAssignRhs.keySet().removeAll(rightLiveVars);
+        }
+
+        if (performBottomUpAction(op)) {
+            modified = true;
+        }
+
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(op);
+            context.addToDontApplySet(this, op);
+            // Re-enable rules that we may have already tried. They could be applicable now after inlining.
+            context.removeFromAlreadyCompared(opRef.getValue());
+        }
+
+        return modified;
+    }
+
+    protected class InlineVariablesVisitor implements ILogicalExpressionReferenceTransform {
+
+        private final Map<LogicalVariable, ILogicalExpression> varAssignRhs;
+        private final Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+        private final List<LogicalVariable> rhsUsedVars = new ArrayList<LogicalVariable>();
+        private ILogicalOperator op;
+        private IOptimizationContext context;
+        // If set, only replace this variable reference.
+        private LogicalVariable targetVar;
+
+        public InlineVariablesVisitor(Map<LogicalVariable, ILogicalExpression> varAssignRhs) {
+            this.varAssignRhs = varAssignRhs;
+        }
+
+        public void setTargetVariable(LogicalVariable targetVar) {
+            this.targetVar = targetVar;
+        }
+
+        public void setContext(IOptimizationContext context) {
+            this.context = context;
+        }
+
+        public void setOperator(ILogicalOperator op) throws AlgebricksException {
+            this.op = op;
+            liveVars.clear();
+        }
+
+        @Override
+        public boolean transform(Mutable<ILogicalExpression> exprRef) throws AlgebricksException {
+            ILogicalExpression e = exprRef.getValue();
+            switch (((AbstractLogicalExpression) e).getExpressionTag()) {
+                case VARIABLE: {
+                    LogicalVariable var = ((VariableReferenceExpression) e).getVariableReference();
+                    // Restrict replacement to targetVar if it has been set.
+                    if (targetVar != null && var != targetVar) {
+                        return false;
+                    }
+
+                    // Make sure has not been excluded from inlining.
+                    if (context.shouldNotBeInlined(var)) {
+                        return false;
+                    }
+
+                    ILogicalExpression rhs = varAssignRhs.get(var);
+                    if (rhs == null) {
+                        // Variable was not produced by an assign.
+                        return false;
+                    }
+
+                    // Make sure used variables from rhs are live.
+                    if (liveVars.isEmpty()) {
+                        VariableUtilities.getLiveVariables(op, liveVars);
+                    }
+                    rhsUsedVars.clear();
+                    rhs.getUsedVariables(rhsUsedVars);
+                    for (LogicalVariable rhsUsedVar : rhsUsedVars) {
+                        if (!liveVars.contains(rhsUsedVar)) {
+                            return false;
+                        }
+                    }
+
+                    // Replace variable reference with a clone of the rhs expr.
+                    exprRef.setValue(rhs.cloneExpression());
+                    return true;
+                }
+                case FUNCTION_CALL: {
+                    AbstractFunctionCallExpression fce = (AbstractFunctionCallExpression) e;
+                    boolean modified = false;
+                    for (Mutable<ILogicalExpression> arg : fce.getArguments()) {
+                        if (transform(arg)) {
+                            modified = true;
+                        }
+                    }
+                    return modified;
+                }
+                default: {
+                    return false;
+                }
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InsertProjectBeforeUnionRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InsertProjectBeforeUnionRule.java
new file mode 100644
index 0000000..06f5c35
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/InsertProjectBeforeUnionRule.java
@@ -0,0 +1,114 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class InsertProjectBeforeUnionRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    /**
+     * When the input schema to WriteOperator is different from the output
+     * schema in terms of variable order, add a project operator to get the
+     * write order
+     */
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.UNIONALL) {
+            return false;
+        }
+        UnionAllOperator opUnion = (UnionAllOperator) op;
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap = opUnion.getVariableMappings();
+        ArrayList<LogicalVariable> usedVariablesFromOne = new ArrayList<LogicalVariable>();
+        ArrayList<LogicalVariable> usedVariablesFromTwo = new ArrayList<LogicalVariable>();
+
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> triple : varMap) {
+            usedVariablesFromOne.add(triple.first);
+            usedVariablesFromTwo.add(triple.second);
+        }
+
+        ArrayList<LogicalVariable> inputSchemaOne = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(opUnion.getInputs().get(0).getValue(), inputSchemaOne);
+
+        ArrayList<LogicalVariable> inputSchemaTwo = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(opUnion.getInputs().get(1).getValue(), inputSchemaTwo);
+
+        boolean rewritten = false;
+        if (!isIdentical(usedVariablesFromOne, inputSchemaOne)) {
+            insertProjectOperator(opUnion, 0, usedVariablesFromOne, context);
+            rewritten = true;
+        }
+        if (!isIdentical(usedVariablesFromTwo, inputSchemaTwo)) {
+            insertProjectOperator(opUnion, 1, usedVariablesFromTwo, context);
+            rewritten = true;
+        }
+        return rewritten;
+    }
+
+    private void insertProjectOperator(UnionAllOperator opUnion, int branch, ArrayList<LogicalVariable> usedVariables,
+            IOptimizationContext context) throws AlgebricksException {
+        ProjectOperator projectOp = new ProjectOperator(usedVariables);
+        ILogicalOperator parentOp = opUnion.getInputs().get(branch).getValue();
+        projectOp.getInputs().add(new MutableObject<ILogicalOperator>(parentOp));
+        opUnion.getInputs().get(branch).setValue(projectOp);
+        projectOp.setPhysicalOperator(new StreamProjectPOperator());
+        context.computeAndSetTypeEnvironmentForOperator(projectOp);
+        context.computeAndSetTypeEnvironmentForOperator(parentOp);
+    }
+
+    private boolean isIdentical(List<LogicalVariable> finalSchema, List<LogicalVariable> inputSchema)
+            throws AlgebricksException {
+        int finalSchemaSize = finalSchema.size();
+        int inputSchemaSize = inputSchema.size();
+        if (finalSchemaSize != inputSchemaSize) {
+            return false;
+        }
+        for (int i = 0; i < finalSchemaSize; i++) {
+            LogicalVariable var1 = finalSchema.get(i);
+            LogicalVariable var2 = inputSchema.get(i);
+            if (!var1.equals(var2))
+                return false;
+        }
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroJoinInsideSubplanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroJoinInsideSubplanRule.java
new file mode 100644
index 0000000..641ccfe
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroJoinInsideSubplanRule.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.ListIterator;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+
+public class IntroJoinInsideSubplanRule extends AbstractDecorrelationRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
+        if (op0.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op0;
+
+        Mutable<ILogicalOperator> leftRef = subplan.getInputs().get(0);
+        if (((AbstractLogicalOperator) leftRef.getValue()).getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+            return false;
+        }
+
+        ListIterator<ILogicalPlan> plansIter = subplan.getNestedPlans().listIterator();
+        ILogicalPlan p = null;
+        while (plansIter.hasNext()) {
+            p = plansIter.next();
+        }
+        if (p == null) {
+            return false;
+        }
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> opRef1 = p.getRoots().get(0);
+
+        while (true) {
+            AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef1.getValue();
+            if (op1.getInputs().size() != 1) {
+                return false;
+            }
+            if (op1.getOperatorTag() == LogicalOperatorTag.SELECT) {
+                Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+                AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+                if (op2.getOperatorTag() != LogicalOperatorTag.SELECT && descOrSelfIsScanOrJoin(op2)) {
+                    Set<LogicalVariable> free2 = new HashSet<LogicalVariable>();
+                    OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(op2, free2);
+                    if (free2.isEmpty()) {
+                        Set<LogicalVariable> free1 = new HashSet<LogicalVariable>();
+                        OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(op1, free1);
+                        if (!free1.isEmpty()) {
+                            OperatorManipulationUtil.ntsToEts(op2Ref, context);
+                            NestedTupleSourceOperator nts = new NestedTupleSourceOperator(
+                                    new MutableObject<ILogicalOperator>(subplan));
+                            Mutable<ILogicalOperator> ntsRef = new MutableObject<ILogicalOperator>(nts);
+                            Mutable<ILogicalOperator> innerRef = new MutableObject<ILogicalOperator>(op2);
+                            InnerJoinOperator join = new InnerJoinOperator(new MutableObject<ILogicalExpression>(
+                                    ConstantExpression.TRUE), ntsRef, innerRef);
+                            op2Ref.setValue(join);
+                            context.computeAndSetTypeEnvironmentForOperator(nts);
+                            context.computeAndSetTypeEnvironmentForOperator(join);
+                            return true;
+                        }
+                    }
+                }
+            }
+            opRef1 = op1.getInputs().get(0);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceAggregateCombinerRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceAggregateCombinerRule.java
new file mode 100644
index 0000000..3987380
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceAggregateCombinerRule.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+
+public class IntroduceAggregateCombinerRule extends AbstractIntroduceCombinerRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (context.checkIfInDontApplySet(this, op)) {
+            return false;
+        }
+        context.addToDontApplySet(this, op);
+        if (op.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        AggregateOperator aggOp = (AggregateOperator) op;
+        if (!aggOp.isGlobal() || aggOp.getExecutionMode() == ExecutionMode.LOCAL) {
+            return false;
+        }
+        Set<SimilarAggregatesInfo> toReplaceSet = new HashSet<SimilarAggregatesInfo>();
+        Pair<Boolean, Mutable<ILogicalOperator>> result = tryToPushAgg(aggOp, null, toReplaceSet, context);
+        if (!result.first || result.second == null) {
+            return false;
+        }
+        replaceOriginalAggFuncs(toReplaceSet);
+        context.computeAndSetTypeEnvironmentForOperator(aggOp);
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java
new file mode 100644
index 0000000..f4fdc5a
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceGroupByCombinerRule.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.List;
+
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+
+public class IntroduceGroupByCombinerRule extends AbstractIntroduceGroupByCombinerRule {
+
+    @Override
+    protected void processNullTest(IOptimizationContext context, GroupByOperator nestedGby,
+            List<LogicalVariable> aggregateVarsProducedByCombiner) {
+        /** The default introduce group-by combiner rule ignores null test, however a language implementor can decide their own semantics. */
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceProjectsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceProjectsRule.java
new file mode 100644
index 0000000..6bc129e
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IntroduceProjectsRule.java
@@ -0,0 +1,175 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Projects away unused variables at the earliest possible point.
+ * Does a full DFS sweep of the plan adding ProjectOperators in the bottom-up pass.
+ * Also, removes projects that have become useless.
+ * TODO: This rule 'recklessly' adds as many projects as possible, but there is no guarantee
+ * that the overall cost of the plan is reduced since project operators also add a cost.
+ */
+public class IntroduceProjectsRule implements IAlgebraicRewriteRule {
+
+    private final Set<LogicalVariable> usedVars = new HashSet<LogicalVariable>();
+    private final Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+    private final Set<LogicalVariable> producedVars = new HashSet<LogicalVariable>();
+    private final List<LogicalVariable> projectVars = new ArrayList<LogicalVariable>();
+    protected boolean hasRun = false;
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        if (hasRun) {
+            return false;
+        }
+        hasRun = true;
+        return introduceProjects(null, -1, opRef, Collections.<LogicalVariable> emptySet(), context);
+    }
+
+    protected boolean introduceProjects(AbstractLogicalOperator parentOp, int parentInputIndex,
+            Mutable<ILogicalOperator> opRef, Set<LogicalVariable> parentUsedVars, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        boolean modified = false;
+
+        usedVars.clear();
+        VariableUtilities.getUsedVariables(op, usedVars);
+
+        // In the top-down pass, maintain a set of variables that are used in op and all its parents.
+        HashSet<LogicalVariable> parentsUsedVars = new HashSet<LogicalVariable>();
+        parentsUsedVars.addAll(parentUsedVars);
+        parentsUsedVars.addAll(usedVars);
+
+        // Descend into children.
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            Mutable<ILogicalOperator> inputOpRef = op.getInputs().get(i);
+            if (introduceProjects(op, i, inputOpRef, parentsUsedVars, context)) {
+                modified = true;
+            }
+        }
+
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(op);
+        }
+        // In the bottom-up pass, determine which live variables are not used by op's parents.
+        // Such variables are be projected away.
+        liveVars.clear();
+        VariableUtilities.getLiveVariables(op, liveVars);
+        producedVars.clear();
+        VariableUtilities.getProducedVariables(op, producedVars);
+        liveVars.removeAll(producedVars);
+
+        projectVars.clear();
+        for (LogicalVariable liveVar : liveVars) {
+            if (parentsUsedVars.contains(liveVar)) {
+                projectVars.add(liveVar);
+            }
+        }
+
+        // Some of the variables that are live at this op are not used above.
+        if (projectVars.size() != liveVars.size()) {
+            // Add a project operator under each of op's qualifying input branches.
+            for (int i = 0; i < op.getInputs().size(); i++) {
+                ILogicalOperator childOp = op.getInputs().get(i).getValue();
+                liveVars.clear();
+                VariableUtilities.getLiveVariables(childOp, liveVars);
+                List<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+                vars.addAll(projectVars);
+                // Only retain those variables that are live in the i-th input branch.
+                vars.retainAll(liveVars);
+                if (vars.size() != liveVars.size()) {
+                    ProjectOperator projectOp = new ProjectOperator(vars);
+                    projectOp.getInputs().add(new MutableObject<ILogicalOperator>(childOp));
+                    op.getInputs().get(i).setValue(projectOp);
+                    context.computeAndSetTypeEnvironmentForOperator(projectOp);
+                    modified = true;
+                }
+            }
+        } else if (op.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+            // Check if the existing project has become useless.
+            liveVars.clear();
+            VariableUtilities.getLiveVariables(op.getInputs().get(0).getValue(), liveVars);
+            ProjectOperator projectOp = (ProjectOperator) op;
+            List<LogicalVariable> projectVars = projectOp.getVariables();
+            if (liveVars.size() == projectVars.size() && liveVars.containsAll(projectVars)) {
+                boolean eliminateProject = true;
+                // For UnionAll the variables must also be in exactly the correct order.
+                if (parentOp.getOperatorTag() == LogicalOperatorTag.UNIONALL) {
+                    eliminateProject = canEliminateProjectBelowUnion((UnionAllOperator) parentOp, projectOp,
+                            parentInputIndex);
+                }
+                if (eliminateProject) {
+                    // The existing project has become useless. Remove it.
+                    parentOp.getInputs().get(parentInputIndex).setValue(op.getInputs().get(0).getValue());
+                }
+            }
+        }
+
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(op);
+        }
+        return modified;
+    }
+
+    private boolean canEliminateProjectBelowUnion(UnionAllOperator unionOp, ProjectOperator projectOp,
+            int unionInputIndex) throws AlgebricksException {
+        List<LogicalVariable> orderedLiveVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(projectOp.getInputs().get(0).getValue(), orderedLiveVars);
+        int numVars = orderedLiveVars.size();
+        for (int i = 0; i < numVars; i++) {
+            Triple<LogicalVariable, LogicalVariable, LogicalVariable> varTriple = unionOp.getVariableMappings().get(i);
+            if (unionInputIndex == 0) {
+                if (varTriple.first != orderedLiveVars.get(i)) {
+                    return false;
+                }
+            } else {
+                if (varTriple.second != orderedLiveVars.get(i)) {
+                    return false;
+                }
+            }
+        }
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IsolateHyracksOperatorsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IsolateHyracksOperatorsRule.java
new file mode 100644
index 0000000..b55fce8
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/IsolateHyracksOperatorsRule.java
@@ -0,0 +1,144 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator.ExecutionMode;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.OneToOneExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class IsolateHyracksOperatorsRule implements IAlgebraicRewriteRule {
+
+    private final PhysicalOperatorTag[] operatorsBelowWhichJobGenIsDisabled;
+
+    public IsolateHyracksOperatorsRule(PhysicalOperatorTag[] operatorsBelowWhichJobGenIsDisabled) {
+        this.operatorsBelowWhichJobGenIsDisabled = operatorsBelowWhichJobGenIsDisabled;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        IPhysicalOperator pt = op.getPhysicalOperator();
+
+        if (pt == null || op.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+            return false;
+        }
+        if (!pt.isMicroOperator()) {
+            return testIfExchangeBelow(opRef, context);
+        } else {
+            return testIfExchangeAbove(opRef, context);
+        }
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    private boolean testIfExchangeBelow(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        boolean exchInserted = false;
+
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            AbstractLogicalOperator c = (AbstractLogicalOperator) i.getValue();
+            if (c.getOperatorTag() != LogicalOperatorTag.EXCHANGE) {
+                if (c.getPhysicalOperator() == null) {
+                    return false;
+                }
+                insertOneToOneExchange(i, context);
+                exchInserted = true;
+            }
+        }
+        IPhysicalOperator pt = op.getPhysicalOperator();
+        if (pt.isJobGenDisabledBelowMe() || arrayContains(operatorsBelowWhichJobGenIsDisabled, pt.getOperatorTag())) {
+            for (Mutable<ILogicalOperator> i : op.getInputs()) {
+                disableJobGenRec(i.getValue());
+            }
+        }
+        return exchInserted;
+    }
+
+    private void disableJobGenRec(ILogicalOperator operator) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) operator;
+        op.disableJobGen();
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            disableJobGenRec(i.getValue());
+        }
+    }
+
+    private boolean testIfExchangeAbove(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() == LogicalOperatorTag.EXCHANGE) {
+            return false;
+        }
+        boolean exchInserted = false;
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            AbstractLogicalOperator c = (AbstractLogicalOperator) i.getValue();
+            IPhysicalOperator cpop = c.getPhysicalOperator();
+            if (c.getOperatorTag() == LogicalOperatorTag.EXCHANGE || cpop == null) {
+                continue;
+            }
+            if (!cpop.isMicroOperator()) {
+                insertOneToOneExchange(i, context);
+                exchInserted = true;
+            }
+        }
+        return exchInserted;
+    }
+
+    private final static <T> boolean arrayContains(T[] array, T tag) {
+        for (int i = 0; i < array.length; i++) {
+            if (array[i] == tag) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private final static void insertOneToOneExchange(Mutable<ILogicalOperator> i, IOptimizationContext context)
+            throws AlgebricksException {
+        ExchangeOperator e = new ExchangeOperator();
+        e.setPhysicalOperator(new OneToOneExchangePOperator());
+        ILogicalOperator inOp = i.getValue();
+
+        e.getInputs().add(new MutableObject<ILogicalOperator>(inOp));
+        i.setValue(e);
+        // e.recomputeSchema();
+        OperatorPropertiesUtil.computeSchemaAndPropertiesRecIfNull(e, context);
+        ExecutionMode em = ((AbstractLogicalOperator) inOp).getExecutionMode();
+        e.setExecutionMode(em);
+        e.computeDeliveredPhysicalProperties(context);
+        context.computeAndSetTypeEnvironmentForOperator(e);
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java
new file mode 100644
index 0000000..da85e0d
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PullSelectOutOfEqJoin.java
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PullSelectOutOfEqJoin implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op;
+
+        ILogicalExpression expr = join.getCondition().getValue();
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) expr;
+        FunctionIdentifier fi = fexp.getFunctionIdentifier();
+        if (!fi.equals(AlgebricksBuiltinFunctions.AND)) {
+            return false;
+        }
+        List<Mutable<ILogicalExpression>> eqVarVarComps = new ArrayList<Mutable<ILogicalExpression>>();
+        List<Mutable<ILogicalExpression>> otherPredicates = new ArrayList<Mutable<ILogicalExpression>>();
+        for (Mutable<ILogicalExpression> arg : fexp.getArguments()) {
+            if (isEqVarVar(arg.getValue())) {
+                eqVarVarComps.add(arg);
+            } else {
+                otherPredicates.add(arg);
+            }
+        }
+        if (eqVarVarComps.isEmpty() || otherPredicates.isEmpty()) {
+            return false;
+        }
+        // pull up
+        ILogicalExpression pulledCond = makeCondition(otherPredicates, context);
+        SelectOperator select = new SelectOperator(new MutableObject<ILogicalExpression>(pulledCond), false, null);
+        ILogicalExpression newJoinCond = makeCondition(eqVarVarComps, context);
+        join.getCondition().setValue(newJoinCond);
+        select.getInputs().add(new MutableObject<ILogicalOperator>(join));
+        opRef.setValue(select);
+        context.computeAndSetTypeEnvironmentForOperator(select);
+        return true;
+    }
+
+    private ILogicalExpression makeCondition(List<Mutable<ILogicalExpression>> predList, IOptimizationContext context) {
+        if (predList.size() > 1) {
+            IFunctionInfo finfo = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND);
+            return new ScalarFunctionCallExpression(finfo, predList);
+        } else {
+            return predList.get(0).getValue();
+        }
+    }
+
+    private boolean isEqVarVar(ILogicalExpression expr) {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        AbstractFunctionCallExpression f = (AbstractFunctionCallExpression) expr;
+        if (!f.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.EQ)) {
+            return false;
+        }
+        ILogicalExpression e1 = f.getArguments().get(0).getValue();
+        if (e1.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            return false;
+        } else {
+            ILogicalExpression e2 = f.getArguments().get(1).getValue();
+            return e2.getExpressionTag() == LogicalExpressionTag.VARIABLE;
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignBelowUnionAllRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignBelowUnionAllRule.java
new file mode 100644
index 0000000..bbb01dd
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignBelowUnionAllRule.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Pushes an AssignOperator below a UnionAll operator by creating an new AssignOperator below each of
+ * the UnionAllOperator's branches with appropriate variable replacements.
+ * This rule can help to enable other rules that are difficult to fire across a UnionAllOperator,
+ * for example, eliminating common sub-expressions.
+ * Example:
+ * Before plan:
+ * ...
+ * assign [$$20, $$21] <- [funcA($$3), funcB($$6)]
+ * union ($$1, $$2, $$3) ($$4, $$5, $$6)
+ * union_branch_0
+ * ...
+ * union_branch_1
+ * ...
+ * After plan:
+ * ...
+ * union ($$1, $$2, $$3) ($$4, $$5, $$6) ($$22, $$24, $$20) ($$23, $$25, $$21)
+ * assign [$$22, $$23] <- [funcA($$1), funcB($$4)]
+ * union_branch_0
+ * ...
+ * assign [$$24, $$25] <- [funcA($$2), funcB($$5)]
+ * union_branch_1
+ * ...
+ */
+public class PushAssignBelowUnionAllRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (!op.hasInputs()) {
+            return false;
+        }
+
+        boolean modified = false;
+        for (int i = 0; i < op.getInputs().size(); i++) {
+            AbstractLogicalOperator childOp = (AbstractLogicalOperator) op.getInputs().get(i).getValue();
+            if (childOp.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+                continue;
+            }
+            AssignOperator assignOp = (AssignOperator) childOp;
+            for (Mutable<ILogicalExpression> expr : assignOp.getExpressions()) {
+                if (!expr.getValue().isFunctional()) {
+                    return false;
+                }
+            }
+
+            AbstractLogicalOperator childOfChildOp = (AbstractLogicalOperator) assignOp.getInputs().get(0).getValue();
+            if (childOfChildOp.getOperatorTag() != LogicalOperatorTag.UNIONALL) {
+                continue;
+            }
+            UnionAllOperator unionOp = (UnionAllOperator) childOfChildOp;
+
+            Set<LogicalVariable> assignUsedVars = new HashSet<LogicalVariable>();
+            VariableUtilities.getUsedVariables(assignOp, assignUsedVars);
+
+            List<LogicalVariable> assignVars = assignOp.getVariables();
+
+            AssignOperator[] newAssignOps = new AssignOperator[2];
+            for (int j = 0; j < unionOp.getInputs().size(); j++) {
+                newAssignOps[j] = createAssignBelowUnionAllBranch(unionOp, j, assignOp, assignUsedVars, context);
+            }
+            // Add original assign variables to the union variable mappings.
+            for (int j = 0; j < assignVars.size(); j++) {
+                LogicalVariable first = newAssignOps[0].getVariables().get(j);
+                LogicalVariable second = newAssignOps[1].getVariables().get(j);
+                Triple<LogicalVariable, LogicalVariable, LogicalVariable> varMapping = new Triple<LogicalVariable, LogicalVariable, LogicalVariable>(
+                        first, second, assignVars.get(j));
+                unionOp.getVariableMappings().add(varMapping);
+            }
+            context.computeAndSetTypeEnvironmentForOperator(unionOp);
+
+            // Remove original assign operator.
+            op.getInputs().set(i, assignOp.getInputs().get(0));
+            context.computeAndSetTypeEnvironmentForOperator(op);
+            modified = true;
+        }
+
+        return modified;
+    }
+
+    private AssignOperator createAssignBelowUnionAllBranch(UnionAllOperator unionOp, int inputIndex,
+            AssignOperator originalAssignOp, Set<LogicalVariable> assignUsedVars, IOptimizationContext context)
+                    throws AlgebricksException {
+        AssignOperator newAssignOp = cloneAssignOperator(originalAssignOp, context);
+        newAssignOp.getInputs()
+                .add(new MutableObject<ILogicalOperator>(unionOp.getInputs().get(inputIndex).getValue()));
+        unionOp.getInputs().get(inputIndex).setValue(newAssignOp);
+        int numVarMappings = unionOp.getVariableMappings().size();
+        for (int i = 0; i < numVarMappings; i++) {
+            Triple<LogicalVariable, LogicalVariable, LogicalVariable> varMapping = unionOp.getVariableMappings().get(i);
+            if (assignUsedVars.contains(varMapping.third)) {
+                LogicalVariable replacementVar;
+                if (inputIndex == 0) {
+                    replacementVar = varMapping.first;
+                } else {
+                    replacementVar = varMapping.second;
+                }
+                VariableUtilities.substituteVariables(newAssignOp, varMapping.third, replacementVar, context);
+            }
+        }
+        context.computeAndSetTypeEnvironmentForOperator(newAssignOp);
+        return newAssignOp;
+    }
+
+    /**
+     * Clones the given assign operator changing the returned variables to be new ones.
+     * Also, leaves the inputs of the clone clear.
+     */
+    private AssignOperator cloneAssignOperator(AssignOperator assignOp, IOptimizationContext context) {
+        List<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+        List<Mutable<ILogicalExpression>> exprs = new ArrayList<Mutable<ILogicalExpression>>();
+        int numVars = assignOp.getVariables().size();
+        for (int i = 0; i < numVars; i++) {
+            vars.add(context.newVar());
+            exprs.add(new MutableObject<ILogicalExpression>(
+                    assignOp.getExpressions().get(i).getValue().cloneExpression()));
+        }
+        AssignOperator assignCloneOp = new AssignOperator(vars, exprs);
+        assignCloneOp.setExecutionMode(assignOp.getExecutionMode());
+        return assignCloneOp;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignDownThroughProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignDownThroughProductRule.java
new file mode 100644
index 0000000..f3f0e02
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushAssignDownThroughProductRule.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushAssignDownThroughProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op2;
+        if (join.getCondition().getValue() != ConstantExpression.TRUE) {
+            return false;
+        }
+
+        List<LogicalVariable> used = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op1, used);
+
+        Mutable<ILogicalOperator> b0Ref = op2.getInputs().get(0);
+        ILogicalOperator b0 = b0Ref.getValue();
+        List<LogicalVariable> b0Scm = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(b0, b0Scm);
+        if (b0Scm.containsAll(used)) {
+            // push assign on left branch
+            op2Ref.setValue(b0);
+            b0Ref.setValue(op1);
+            opRef.setValue(op2);
+            return true;
+        } else {
+            Mutable<ILogicalOperator> b1Ref = op2.getInputs().get(1);
+            ILogicalOperator b1 = b1Ref.getValue();
+            List<LogicalVariable> b1Scm = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(b1, b1Scm);
+            if (b1Scm.containsAll(used)) {
+                // push assign on right branch
+                op2Ref.setValue(b1);
+                b1Ref.setValue(op1);
+                opRef.setValue(op2);
+                return true;
+            } else {
+                return false;
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushFunctionsBelowJoin.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushFunctionsBelowJoin.java
new file mode 100644
index 0000000..c04a9d5
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushFunctionsBelowJoin.java
@@ -0,0 +1,212 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Pushes function-call expressions below a join if possible.
+ * Assigns the result of such function-calls expressions to new variables, and replaces the original
+ * expression with a corresponding variable reference expression.
+ * This rule can help reduce the cost of computing expensive functions by pushing them below
+ * a join (which may blow up the cardinality).
+ * Also, this rule may help to enable other rules such as common subexpression elimination, again to reduce
+ * the number of calls to expensive functions.
+ *
+ * Example: (we are pushing pushMeFunc)
+ *
+ * Before plan:
+ * assign [$$10] <- [funcA(funcB(pushMeFunc($$3, $$4)))]
+ *   join (some condition)
+ *     join_branch_0 where $$3 and $$4 are not live
+ *       ...
+ *     join_branch_1 where $$3 and $$4 are live
+ *       ...
+ *
+ * After plan:
+ * assign [$$10] <- [funcA(funcB($$11))]
+ *   join (some condition)
+ *     join_branch_0 where $$3 and $$4 are not live
+ *       ...
+ *     join_branch_1 where $$3 and $$4 are live
+ *       assign[$$11] <- [pushMeFunc($$3, $$4)]
+ *         ...
+ */
+public class PushFunctionsBelowJoin implements IAlgebraicRewriteRule {
+
+    private final Set<FunctionIdentifier> toPushFuncIdents;
+    private final List<Mutable<ILogicalExpression>> funcExprs = new ArrayList<Mutable<ILogicalExpression>>();
+    private final List<LogicalVariable> usedVars = new ArrayList<LogicalVariable>();
+    private final List<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+
+    public PushFunctionsBelowJoin(Set<FunctionIdentifier> toPushFuncIdents) {
+        this.toPushFuncIdents = toPushFuncIdents;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        AssignOperator assignOp = (AssignOperator) op;
+
+        // Find a join operator below this assign.
+        Mutable<ILogicalOperator> joinOpRef = findJoinOp(assignOp.getInputs().get(0));
+        if (joinOpRef == null) {
+            return false;
+        }
+        AbstractBinaryJoinOperator joinOp = (AbstractBinaryJoinOperator) joinOpRef.getValue();
+
+        // Check if the assign uses a function that we wish to push below the join if possible.
+        funcExprs.clear();
+        gatherFunctionCalls(assignOp, funcExprs);
+        if (funcExprs.isEmpty()) {
+            return false;
+        }
+
+        // Try to push the functions down the input branches of the join.
+        boolean modified = false;
+        if (pushDownFunctions(joinOp, 0, funcExprs, context)) {
+            modified = true;
+        }
+        if (pushDownFunctions(joinOp, 1, funcExprs, context)) {
+            modified = true;
+        }
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(joinOp);
+        }
+        return modified;
+    }
+
+    private Mutable<ILogicalOperator> findJoinOp(Mutable<ILogicalOperator> opRef) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        switch (op.getOperatorTag()) {
+            case INNERJOIN:
+            case LEFTOUTERJOIN: {
+                return opRef;
+            }
+            // Bail on these operators.
+            case GROUP:
+            case AGGREGATE:
+            case DISTINCT:
+            case UNNEST_MAP: {
+                return null;
+            }
+            // Traverse children.
+            default: {
+                for (Mutable<ILogicalOperator> childOpRef : op.getInputs()) {
+                    return findJoinOp(childOpRef);
+                }
+            }
+        }
+        return null;
+    }
+
+    private void gatherFunctionCalls(AssignOperator assignOp, List<Mutable<ILogicalExpression>> funcExprs) {
+        for (Mutable<ILogicalExpression> exprRef : assignOp.getExpressions()) {
+            gatherFunctionCalls(exprRef, funcExprs);
+        }
+    }
+
+    private void gatherFunctionCalls(Mutable<ILogicalExpression> exprRef, List<Mutable<ILogicalExpression>> funcExprs) {
+        AbstractLogicalExpression expr = (AbstractLogicalExpression) exprRef.getValue();
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return;
+        }
+        // Check whether the function is a function we want to push.
+        AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) expr;
+        if (toPushFuncIdents.contains(funcExpr.getFunctionIdentifier())) {
+            funcExprs.add(exprRef);
+        }
+        // Traverse arguments.
+        for (Mutable<ILogicalExpression> funcArg : funcExpr.getArguments()) {
+            gatherFunctionCalls(funcArg, funcExprs);
+        }
+    }
+
+    private boolean pushDownFunctions(AbstractBinaryJoinOperator joinOp, int inputIndex,
+            List<Mutable<ILogicalExpression>> funcExprs, IOptimizationContext context) throws AlgebricksException {
+        ILogicalOperator joinInputOp = joinOp.getInputs().get(inputIndex).getValue();
+        liveVars.clear();
+        VariableUtilities.getLiveVariables(joinInputOp, liveVars);
+        Iterator<Mutable<ILogicalExpression>> funcIter = funcExprs.iterator();
+        List<LogicalVariable> assignVars = null;
+        List<Mutable<ILogicalExpression>> assignExprs = null;
+        while (funcIter.hasNext()) {
+            Mutable<ILogicalExpression> funcExprRef = funcIter.next();
+            ILogicalExpression funcExpr = funcExprRef.getValue();
+            usedVars.clear();
+            funcExpr.getUsedVariables(usedVars);
+            // Check if we can push the function down this branch.
+            if (liveVars.containsAll(usedVars)) {
+                if (assignVars == null) {
+                    assignVars = new ArrayList<LogicalVariable>();
+                    assignExprs = new ArrayList<Mutable<ILogicalExpression>>();
+                }
+                // Replace the original expression with a variable reference expression.
+                LogicalVariable replacementVar = context.newVar();
+                assignVars.add(replacementVar);
+                assignExprs.add(new MutableObject<ILogicalExpression>(funcExpr));
+                funcExprRef.setValue(new VariableReferenceExpression(replacementVar));
+                funcIter.remove();
+            }
+        }
+        // Create new assign operator below the join if any functions can be pushed.
+        if (assignVars != null) {
+            AssignOperator newAssign = new AssignOperator(assignVars, assignExprs);
+            newAssign.getInputs().add(new MutableObject<ILogicalOperator>(joinInputOp));
+            newAssign.setExecutionMode(joinOp.getExecutionMode());
+            joinOp.getInputs().get(inputIndex).setValue(newAssign);
+            context.computeAndSetTypeEnvironmentForOperator(newAssign);
+            return true;
+        }
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushGroupByIntoSortRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushGroupByIntoSortRule.java
new file mode 100644
index 0000000..2ffc8d6
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushGroupByIntoSortRule.java
@@ -0,0 +1,154 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractStableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SortGroupByPOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * @author yingyib
+ *         merge externalsort+preclustered-gby into sort-gby
+ */
+public class PushGroupByIntoSortRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator op1 = opRef.getValue();
+        if (op1 == null) {
+            return false;
+        }
+        boolean changed = false;
+        for (Mutable<ILogicalOperator> childRef : op1.getInputs()) {
+            AbstractLogicalOperator op = (AbstractLogicalOperator) childRef.getValue();
+            if (op.getOperatorTag() == LogicalOperatorTag.GROUP) {
+                PhysicalOperatorTag opTag = op.getPhysicalOperator().getOperatorTag();
+                GroupByOperator groupByOperator = (GroupByOperator) op;
+                if (opTag == PhysicalOperatorTag.PRE_CLUSTERED_GROUP_BY) {
+                    Mutable<ILogicalOperator> op2Ref = op.getInputs().get(0).getValue().getInputs().get(0);
+                    AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+                    if (op2.getPhysicalOperator().getOperatorTag() == PhysicalOperatorTag.STABLE_SORT) {
+                        AbstractStableSortPOperator sortPhysicalOperator = (AbstractStableSortPOperator) op2
+                                .getPhysicalOperator();
+                        if (groupByOperator.getNestedPlans().size() != 1) {
+                            //Sort group-by currently works only for one nested plan with one root containing
+                            //an aggregate and a nested-tuple-source.
+                            continue;
+                        }
+                        ILogicalPlan p0 = groupByOperator.getNestedPlans().get(0);
+                        if (p0.getRoots().size() != 1) {
+                            //Sort group-by currently works only for one nested plan with one root containing
+                            //an aggregate and a nested-tuple-source.
+                            continue;
+                        }
+
+                        Mutable<ILogicalOperator> r0 = p0.getRoots().get(0);
+                        AbstractLogicalOperator r0Logical = (AbstractLogicalOperator) r0.getValue();
+                        if (r0Logical.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+                            //we only rewrite aggregation function; do nothing for running aggregates
+                            continue;
+                        }
+                        AggregateOperator aggOp = (AggregateOperator) r0.getValue();
+                        AbstractLogicalOperator aggInputOp = (AbstractLogicalOperator) aggOp.getInputs().get(0)
+                                .getValue();
+                        if (aggInputOp.getOperatorTag() != LogicalOperatorTag.NESTEDTUPLESOURCE) {
+                            continue;
+                        }
+
+                        boolean hasIntermediateAggregate = generateMergeAggregationExpressions(groupByOperator, context);
+                        if (!hasIntermediateAggregate) {
+                            continue;
+                        }
+
+                        //replace preclustered gby with sort gby
+                        op.setPhysicalOperator(new SortGroupByPOperator(groupByOperator.getGroupByList(), context
+                                .getPhysicalOptimizationConfig().getMaxFramesExternalGroupBy(), sortPhysicalOperator
+                                .getSortColumns()));
+
+                        // remove the stable sort operator
+                        op.getInputs().clear();
+                        op.getInputs().addAll(op2.getInputs());
+                        changed = true;
+                    }
+                }
+                continue;
+            } else {
+                continue;
+            }
+        }
+        return changed;
+    }
+
+    private boolean generateMergeAggregationExpressions(GroupByOperator gby, IOptimizationContext context)
+            throws AlgebricksException {
+        if (gby.getNestedPlans().size() != 1) {
+            throw new AlgebricksException(
+                    "External/sort group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        ILogicalPlan p0 = gby.getNestedPlans().get(0);
+        if (p0.getRoots().size() != 1) {
+            throw new AlgebricksException(
+                    "External/sort group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        IMergeAggregationExpressionFactory mergeAggregationExpressionFactory = context
+                .getMergeAggregationExpressionFactory();
+        Mutable<ILogicalOperator> r0 = p0.getRoots().get(0);
+        AggregateOperator aggOp = (AggregateOperator) r0.getValue();
+        List<Mutable<ILogicalExpression>> aggFuncRefs = aggOp.getExpressions();
+        List<LogicalVariable> originalAggVars = aggOp.getVariables();
+        int n = aggOp.getExpressions().size();
+        List<Mutable<ILogicalExpression>> mergeExpressionRefs = new ArrayList<Mutable<ILogicalExpression>>();
+        for (int i = 0; i < n; i++) {
+            ILogicalExpression mergeExpr = mergeAggregationExpressionFactory.createMergeAggregation(
+                    originalAggVars.get(i), aggFuncRefs.get(i).getValue(), context);
+            if (mergeExpr == null) {
+                return false;
+            }
+            mergeExpressionRefs.add(new MutableObject<ILogicalExpression>(mergeExpr));
+        }
+        aggOp.setMergeExpressions(mergeExpressionRefs);
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushMapOperatorDownThroughProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushMapOperatorDownThroughProductRule.java
new file mode 100644
index 0000000..f956d73
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushMapOperatorDownThroughProductRule.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushMapOperatorDownThroughProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        // Even the LIMIT operator is a map operator, we don't push LIMIT operator into a join
+        // since a new LIMIT under a join can't generate the original result.
+        if (!op1.isMap() || op1.getOperatorTag() == LogicalOperatorTag.LIMIT) {
+            return false;
+        }
+        Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op2;
+        if (!OperatorPropertiesUtil.isAlwaysTrueCond(join.getCondition().getValue())) {
+            return false;
+        }
+
+        List<LogicalVariable> used = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op1, used);
+
+        Mutable<ILogicalOperator> b0Ref = op2.getInputs().get(0);
+        ILogicalOperator b0 = b0Ref.getValue();
+        List<LogicalVariable> b0Scm = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(b0, b0Scm);
+        if (b0Scm.containsAll(used)) {
+            // push operator on left branch
+            op2Ref.setValue(b0);
+            b0Ref.setValue(op1);
+            opRef.setValue(op2);
+            return true;
+        } else {
+            Mutable<ILogicalOperator> b1Ref = op2.getInputs().get(1);
+            ILogicalOperator b1 = b1Ref.getValue();
+            List<LogicalVariable> b1Scm = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(b1, b1Scm);
+            if (b1Scm.containsAll(used)) {
+                // push operator on right branch
+                op2Ref.setValue(b1);
+                b1Ref.setValue(op1);
+                opRef.setValue(op2);
+                return true;
+            } else {
+                return false;
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushNestedOrderByUnderPreSortedGroupByRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushNestedOrderByUnderPreSortedGroupByRule.java
new file mode 100644
index 0000000..bdab689
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushNestedOrderByUnderPreSortedGroupByRule.java
@@ -0,0 +1,123 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushNestedOrderByUnderPreSortedGroupByRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        if (op.getPhysicalOperator() == null) {
+            return false;
+        }
+        AbstractPhysicalOperator pOp = (AbstractPhysicalOperator) op.getPhysicalOperator();
+        if (pOp.getOperatorTag() != PhysicalOperatorTag.PRE_CLUSTERED_GROUP_BY) {
+            return false;
+        }
+        GroupByOperator gby = (GroupByOperator) op;
+        ILogicalPlan plan = gby.getNestedPlans().get(0);
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) plan.getRoots().get(0).getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        Mutable<ILogicalOperator> opRef2 = op1.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.ORDER) {
+            return false;
+        }
+        OrderOperator order1 = (OrderOperator) op2;
+        if (!isIndependentFromChildren(order1)) {
+            return false;
+        }
+        AbstractPhysicalOperator pOrder1 = (AbstractPhysicalOperator) op2.getPhysicalOperator();
+        if (pOrder1.getOperatorTag() != PhysicalOperatorTag.STABLE_SORT
+                && pOrder1.getOperatorTag() != PhysicalOperatorTag.IN_MEMORY_STABLE_SORT) {
+            return false;
+        }
+        // StableSortPOperator sort1 = (StableSortPOperator) pOrder1;
+        AbstractLogicalOperator op3 = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (op3.getOperatorTag() != LogicalOperatorTag.ORDER) {
+            return false;
+        }
+        AbstractPhysicalOperator pOp3 = (AbstractPhysicalOperator) op3.getPhysicalOperator();
+        if (pOp3.getOperatorTag() != PhysicalOperatorTag.STABLE_SORT) {
+            return false;
+        }
+        OrderOperator order2 = (OrderOperator) op3;
+        StableSortPOperator sort2 = (StableSortPOperator) pOp3;
+        // int n1 = sort1.getSortColumns().length;
+        // int n2 = sort2.getSortColumns().length;
+        // OrderColumn[] sortColumns = new OrderColumn[n2 + n1];
+        // System.arraycopy(sort2.getSortColumns(), 0, sortColumns, 0, n2);
+        // int k = 0;
+        for (Pair<IOrder, Mutable<ILogicalExpression>> oe : order1.getOrderExpressions()) {
+            order2.getOrderExpressions().add(oe);
+            // sortColumns[n2 + k] = sort1.getSortColumns()[k];
+            // ++k;
+        }
+        // sort2.setSortColumns(sortColumns);
+        sort2.computeDeliveredProperties(order2, null);
+        // remove order1
+        ILogicalOperator underOrder1 = order1.getInputs().get(0).getValue();
+        opRef2.setValue(underOrder1);
+        return true;
+    }
+
+    private boolean isIndependentFromChildren(OrderOperator order1) throws AlgebricksException {
+        Set<LogicalVariable> free = new HashSet<LogicalVariable>();
+        OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(order1, free);
+        Set<LogicalVariable> usedInOrder = new HashSet<LogicalVariable>();
+        VariableUtilities.getUsedVariables(order1, usedInOrder);
+        return free.containsAll(usedInOrder);
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectDownRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectDownRule.java
new file mode 100644
index 0000000..2d57e8d
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectDownRule.java
@@ -0,0 +1,216 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Pushes projections through its input operator, provided that operator does
+ * not produce the projected variables.
+ *
+ * @author Nicola
+ */
+public class PushProjectDownRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+            return false;
+        }
+        ProjectOperator pi = (ProjectOperator) op;
+        Mutable<ILogicalOperator> opRef2 = pi.getInputs().get(0);
+
+        HashSet<LogicalVariable> toPush = new HashSet<LogicalVariable>();
+        toPush.addAll(pi.getVariables());
+
+        Pair<Boolean, Boolean> p = pushThroughOp(toPush, opRef2, op, context);
+        boolean smthWasPushed = p.first;
+        if (p.second) { // the original projection is redundant
+            opRef.setValue(op.getInputs().get(0).getValue());
+            smthWasPushed = true;
+        }
+
+        return smthWasPushed;
+    }
+
+    private static Pair<Boolean, Boolean> pushThroughOp(HashSet<LogicalVariable> toPush,
+            Mutable<ILogicalOperator> opRef2, ILogicalOperator initialOp, IOptimizationContext context)
+                    throws AlgebricksException {
+        List<LogicalVariable> initProjectList = new ArrayList<LogicalVariable>(toPush);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+        do {
+            if (op2.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE
+                    || op2.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE
+                    || op2.getOperatorTag() == LogicalOperatorTag.PROJECT
+                    || op2.getOperatorTag() == LogicalOperatorTag.REPLICATE
+                    || op2.getOperatorTag() == LogicalOperatorTag.UNIONALL) {
+                return new Pair<Boolean, Boolean>(false, false);
+            }
+            if (!op2.isMap()) {
+                break;
+            }
+            LinkedList<LogicalVariable> usedVars = new LinkedList<LogicalVariable>();
+            VariableUtilities.getUsedVariables(op2, usedVars);
+            toPush.addAll(usedVars);
+            LinkedList<LogicalVariable> producedVars = new LinkedList<LogicalVariable>();
+            VariableUtilities.getProducedVariables(op2, producedVars);
+            toPush.removeAll(producedVars);
+            // we assume pipelineable ops. have only one input
+            opRef2 = op2.getInputs().get(0);
+            op2 = (AbstractLogicalOperator) opRef2.getValue();
+        } while (true);
+
+        LinkedList<LogicalVariable> produced2 = new LinkedList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(op2, produced2);
+        LinkedList<LogicalVariable> used2 = new LinkedList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op2, used2);
+
+        boolean canCommuteProjection = initProjectList.containsAll(toPush) && initProjectList.containsAll(produced2)
+                && initProjectList.containsAll(used2);
+                // if true, we can get rid of the initial projection
+
+        // get rid of useless decor vars.
+        if (!canCommuteProjection && op2.getOperatorTag() == LogicalOperatorTag.GROUP) {
+            boolean gbyChanged = false;
+            GroupByOperator gby = (GroupByOperator) op2;
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> newDecorList = new ArrayList<Pair<LogicalVariable, Mutable<ILogicalExpression>>>();
+            for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gby.getDecorList()) {
+                LogicalVariable decorVar = GroupByOperator.getDecorVariable(p);
+                if (!toPush.contains(decorVar)) {
+                    used2.remove(decorVar);
+                    gbyChanged = true;
+                } else {
+                    newDecorList.add(p);
+                }
+            }
+            gby.getDecorList().clear();
+            gby.getDecorList().addAll(newDecorList);
+            if (gbyChanged) {
+                context.computeAndSetTypeEnvironmentForOperator(gby);
+            }
+        }
+        used2.clear();
+        VariableUtilities.getUsedVariables(op2, used2);
+
+        toPush.addAll(used2); // remember that toPush is a Set
+        toPush.removeAll(produced2);
+
+        if (toPush.isEmpty()) {
+            return new Pair<Boolean, Boolean>(false, false);
+        }
+
+        boolean smthWasPushed = false;
+        for (Mutable<ILogicalOperator> c : op2.getInputs()) {
+            if (pushNeededProjections(toPush, c, context, initialOp)) {
+                smthWasPushed = true;
+            }
+        }
+        if (op2.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans n = (AbstractOperatorWithNestedPlans) op2;
+            for (ILogicalPlan p : n.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    if (pushNeededProjections(toPush, r, context, initialOp)) {
+                        smthWasPushed = true;
+                    }
+                }
+            }
+        }
+        return new Pair<Boolean, Boolean>(smthWasPushed, canCommuteProjection);
+    }
+
+    // It does not try to push above another Projection.
+    private static boolean pushNeededProjections(HashSet<LogicalVariable> toPush, Mutable<ILogicalOperator> opRef,
+            IOptimizationContext context, ILogicalOperator initialOp) throws AlgebricksException {
+        HashSet<LogicalVariable> allP = new HashSet<LogicalVariable>();
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        VariableUtilities.getSubplanLocalLiveVariables(op, allP);
+
+        HashSet<LogicalVariable> toProject = new HashSet<LogicalVariable>();
+        for (LogicalVariable v : toPush) {
+            if (allP.contains(v)) {
+                toProject.add(v);
+            }
+        }
+        if (toProject.equals(allP)) {
+            // projection would be redundant, since we would project everything
+            // but we can try with the children
+            boolean push = false;
+            if (pushThroughOp(toProject, opRef, initialOp, context).first) {
+                push = true;
+            }
+            return push;
+        } else {
+            return pushAllProjectionsOnTopOf(toProject, opRef, context, initialOp);
+        }
+    }
+
+    // It does not try to push above another Projection.
+    private static boolean pushAllProjectionsOnTopOf(Collection<LogicalVariable> toPush,
+            Mutable<ILogicalOperator> opRef, IOptimizationContext context, ILogicalOperator initialOp)
+                    throws AlgebricksException {
+        if (toPush.isEmpty()) {
+            return false;
+        }
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+
+        if (context.checkAndAddToAlreadyCompared(initialOp, op)) {
+            return false;
+        }
+
+        if (op.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+            return false;
+        }
+
+        ProjectOperator pi2 = new ProjectOperator(new ArrayList<LogicalVariable>(toPush));
+        pi2.getInputs().add(new MutableObject<ILogicalOperator>(op));
+        opRef.setValue(pi2);
+        pi2.setExecutionMode(op.getExecutionMode());
+        context.computeAndSetTypeEnvironmentForOperator(pi2);
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectIntoDataSourceScanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectIntoDataSourceScanRule.java
new file mode 100644
index 0000000..e05619f
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushProjectIntoDataSourceScanRule.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushProjectIntoDataSourceScanRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getInputs().size() <= 0)
+            return false;
+        AbstractLogicalOperator project = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+        if (project.getOperatorTag() != LogicalOperatorTag.PROJECT)
+            return false;
+        AbstractLogicalOperator exchange = (AbstractLogicalOperator) project.getInputs().get(0).getValue();
+        if (exchange.getOperatorTag() != LogicalOperatorTag.EXCHANGE)
+            return false;
+        AbstractLogicalOperator inputOp = (AbstractLogicalOperator) exchange.getInputs().get(0).getValue();
+        if (inputOp.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN)
+            return false;
+        DataSourceScanOperator scanOp = (DataSourceScanOperator) inputOp;
+        ProjectOperator projectOp = (ProjectOperator) project;
+        scanOp.addProjectVariables(projectOp.getVariables());
+        if (op.getOperatorTag() != LogicalOperatorTag.EXCHANGE) {
+            op.getInputs().set(0, project.getInputs().get(0));
+        } else {
+            op.getInputs().set(0, exchange.getInputs().get(0));
+        }
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectDownRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectDownRule.java
new file mode 100644
index 0000000..aab6d12
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectDownRule.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushSelectDownRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+
+        Mutable<ILogicalOperator> opRef2 = op.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+
+        if (context.checkAndAddToAlreadyCompared(op, op2)) {
+            return false;
+        }
+
+        LogicalOperatorTag tag2 = op2.getOperatorTag();
+
+        if (tag2 == LogicalOperatorTag.INNERJOIN || tag2 == LogicalOperatorTag.LEFTOUTERJOIN
+                || tag2 == LogicalOperatorTag.REPLICATE) {
+            return false;
+        } else { // not a join
+            boolean res = propagateSelectionRec(opRef, opRef2);
+            if (res) {
+                OperatorPropertiesUtil.typeOpRec(opRef, context);
+            }
+            return res;
+        }
+    }
+
+    private static boolean propagateSelectionRec(Mutable<ILogicalOperator> sigmaRef, Mutable<ILogicalOperator> opRef2)
+            throws AlgebricksException {
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+        if (op2.getInputs().size() != 1 || op2.getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN
+                || !OperatorPropertiesUtil.isMovable(op2)) {
+            return false;
+        }
+
+        SelectOperator sigma = (SelectOperator) sigmaRef.getValue();
+        LinkedList<LogicalVariable> usedInSigma = new LinkedList<LogicalVariable>();
+        sigma.getCondition().getValue().getUsedVariables(usedInSigma);
+
+        LinkedList<LogicalVariable> produced2 = new LinkedList<LogicalVariable>();
+        VariableUtilities.getProducedVariables(op2, produced2);
+        if (OperatorPropertiesUtil.disjoint(produced2, usedInSigma)) {
+            // just swap
+            opRef2.setValue(sigma);
+            sigmaRef.setValue(op2);
+            List<Mutable<ILogicalOperator>> sigmaInpList = sigma.getInputs();
+            sigmaInpList.clear();
+            sigmaInpList.addAll(op2.getInputs());
+            List<Mutable<ILogicalOperator>> op2InpList = op2.getInputs();
+            op2InpList.clear();
+            op2InpList.add(opRef2);
+            propagateSelectionRec(opRef2, sigma.getInputs().get(0));
+            return true;
+
+        }
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java
new file mode 100644
index 0000000..3ebbea1
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSelectIntoJoinRule.java
@@ -0,0 +1,321 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.ListIterator;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushSelectIntoJoinRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        Collection<LogicalVariable> joinLiveVarsLeft = new HashSet<LogicalVariable>();
+        Collection<LogicalVariable> joinLiveVarsRight = new HashSet<LogicalVariable>();
+        Collection<LogicalVariable> liveInOpsToPushLeft = new HashSet<LogicalVariable>();
+        Collection<LogicalVariable> liveInOpsToPushRight = new HashSet<LogicalVariable>();
+
+        List<ILogicalOperator> pushedOnLeft = new ArrayList<ILogicalOperator>();
+        List<ILogicalOperator> pushedOnRight = new ArrayList<ILogicalOperator>();
+        List<ILogicalOperator> pushedOnEither = new ArrayList<ILogicalOperator>();
+        LinkedList<ILogicalOperator> notPushedStack = new LinkedList<ILogicalOperator>();
+        Collection<LogicalVariable> usedVars = new HashSet<LogicalVariable>();
+        Collection<LogicalVariable> producedVars = new HashSet<LogicalVariable>();
+
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SELECT) {
+            return false;
+        }
+        SelectOperator select = (SelectOperator) op;
+        Mutable<ILogicalOperator> opRef2 = op.getInputs().get(0);
+        AbstractLogicalOperator son = (AbstractLogicalOperator) opRef2.getValue();
+        AbstractLogicalOperator op2 = son;
+        boolean needToPushOps = false;
+        while (son.isMap()) {
+            needToPushOps = true;
+            Mutable<ILogicalOperator> opRefLink = son.getInputs().get(0);
+            son = (AbstractLogicalOperator) opRefLink.getValue();
+        }
+
+        if (son.getOperatorTag() != LogicalOperatorTag.INNERJOIN
+                && son.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            return false;
+        }
+        boolean isLoj = son.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN;
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) son;
+
+        Mutable<ILogicalOperator> joinBranchLeftRef = join.getInputs().get(0);
+        Mutable<ILogicalOperator> joinBranchRightRef = join.getInputs().get(1);
+
+        if (needToPushOps) {
+            ILogicalOperator joinBranchLeft = joinBranchLeftRef.getValue();
+            ILogicalOperator joinBranchRight = joinBranchRightRef.getValue();
+            VariableUtilities.getLiveVariables(joinBranchLeft, joinLiveVarsLeft);
+            VariableUtilities.getLiveVariables(joinBranchRight, joinLiveVarsRight);
+            Mutable<ILogicalOperator> opIterRef = opRef2;
+            ILogicalOperator opIter = op2;
+            while (opIter != join) {
+                LogicalOperatorTag tag = ((AbstractLogicalOperator) opIter).getOperatorTag();
+                if (tag == LogicalOperatorTag.PROJECT) {
+                    notPushedStack.addFirst(opIter);
+                } else {
+                    VariableUtilities.getUsedVariables(opIter, usedVars);
+                    VariableUtilities.getProducedVariables(opIter, producedVars);
+                    if (usedVars.size() == 0) {
+                        pushedOnEither.add(opIter);
+                    } else if (joinLiveVarsLeft.containsAll(usedVars)) {
+                        pushedOnLeft.add(opIter);
+                        liveInOpsToPushLeft.addAll(producedVars);
+                    } else if (joinLiveVarsRight.containsAll(usedVars)) {
+                        pushedOnRight.add(opIter);
+                        liveInOpsToPushRight.addAll(producedVars);
+                    } else {
+                        return false;
+                    }
+                }
+                opIterRef = opIter.getInputs().get(0);
+                opIter = opIterRef.getValue();
+            }
+            if (isLoj && pushedOnLeft.isEmpty()) {
+                return false;
+            }
+        }
+
+        boolean intersectsAllBranches = true;
+        boolean[] intersectsBranch = new boolean[join.getInputs().size()];
+        LinkedList<LogicalVariable> selectVars = new LinkedList<LogicalVariable>();
+        select.getCondition().getValue().getUsedVariables(selectVars);
+        int i = 0;
+        for (Mutable<ILogicalOperator> branch : join.getInputs()) {
+            LinkedList<LogicalVariable> branchVars = new LinkedList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(branch.getValue(), branchVars);
+            if (i == 0) {
+                branchVars.addAll(liveInOpsToPushLeft);
+            } else {
+                branchVars.addAll(liveInOpsToPushRight);
+            }
+            if (OperatorPropertiesUtil.disjoint(selectVars, branchVars)) {
+                intersectsAllBranches = false;
+            } else {
+                intersectsBranch[i] = true;
+            }
+            i++;
+        }
+        if (!intersectsBranch[0] && !intersectsBranch[1]) {
+            return false;
+        }
+        if (needToPushOps) {
+            //We should push independent ops into the first branch that the selection depends on
+            if (intersectsBranch[0]) {
+                pushOps(pushedOnEither, joinBranchLeftRef, context);
+            } else {
+                pushOps(pushedOnEither, joinBranchRightRef, context);
+            }
+            pushOps(pushedOnLeft, joinBranchLeftRef, context);
+            pushOps(pushedOnRight, joinBranchRightRef, context);
+        }
+        if (intersectsAllBranches) {
+            addCondToJoin(select, join, context);
+        } else { // push down
+            Iterator<Mutable<ILogicalOperator>> branchIter = join.getInputs().iterator();
+            ILogicalExpression selectCondition = select.getCondition().getValue();
+            boolean lojToInner = false;
+            for (int j = 0; j < intersectsBranch.length; j++) {
+                Mutable<ILogicalOperator> branch = branchIter.next();
+                boolean inter = intersectsBranch[j];
+                if (inter) {
+                    if (j > 0 && isLoj) {
+                        // if a left outer join, if the select condition is not-null filtering,
+                        // we rewrite left outer join
+                        // to inner join for this case.
+                        if (containsNotNullFiltering(selectCondition)) {
+                            lojToInner = true;
+                        }
+                    }
+                    if ((j > 0 && isLoj) && containsNullFiltering(selectCondition)) {
+                        // Select is-null($$var) cannot be pushed in the right branch of a LOJ;
+                        notPushedStack.addFirst(select);
+                    } else {
+                        // Conditions for the left branch can always be pushed.
+                        // Other conditions can be pushed to the right branch of a LOJ.
+                        copySelectToBranch(select, branch, context);
+                    }
+                }
+            }
+            if (lojToInner) {
+                // Rewrites left outer join  to inner join.
+                InnerJoinOperator innerJoin = new InnerJoinOperator(join.getCondition());
+                innerJoin.getInputs().addAll(join.getInputs());
+                join = innerJoin;
+                context.computeAndSetTypeEnvironmentForOperator(join);
+            }
+        }
+        ILogicalOperator top = join;
+        for (ILogicalOperator npOp : notPushedStack) {
+            List<Mutable<ILogicalOperator>> npInpList = npOp.getInputs();
+            npInpList.clear();
+            npInpList.add(new MutableObject<ILogicalOperator>(top));
+            context.computeAndSetTypeEnvironmentForOperator(npOp);
+            top = npOp;
+        }
+        opRef.setValue(top);
+        return true;
+
+    }
+
+    private void pushOps(List<ILogicalOperator> opList, Mutable<ILogicalOperator> joinBranch,
+            IOptimizationContext context) throws AlgebricksException {
+        ILogicalOperator topOp = joinBranch.getValue();
+        ListIterator<ILogicalOperator> iter = opList.listIterator(opList.size());
+        while (iter.hasPrevious()) {
+            ILogicalOperator op = iter.previous();
+            List<Mutable<ILogicalOperator>> opInpList = op.getInputs();
+            opInpList.clear();
+            opInpList.add(new MutableObject<ILogicalOperator>(topOp));
+            topOp = op;
+            context.computeAndSetTypeEnvironmentForOperator(op);
+        }
+        joinBranch.setValue(topOp);
+    }
+
+    private static void addCondToJoin(SelectOperator select, AbstractBinaryJoinOperator join,
+            IOptimizationContext context) {
+        ILogicalExpression cond = join.getCondition().getValue();
+        if (OperatorPropertiesUtil.isAlwaysTrueCond(cond)) { // the join was a product
+            join.getCondition().setValue(select.getCondition().getValue());
+        } else {
+            boolean bAddedToConj = false;
+            if (cond.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                AbstractFunctionCallExpression fcond = (AbstractFunctionCallExpression) cond;
+                if (fcond.getFunctionIdentifier().equals(AlgebricksBuiltinFunctions.AND)) {
+                    AbstractFunctionCallExpression newCond = new ScalarFunctionCallExpression(
+                            context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND));
+                    newCond.getArguments().add(select.getCondition());
+                    newCond.getArguments().addAll(fcond.getArguments());
+                    join.getCondition().setValue(newCond);
+                    bAddedToConj = true;
+                }
+            }
+            if (!bAddedToConj) {
+                AbstractFunctionCallExpression newCond = new ScalarFunctionCallExpression(
+                        context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.AND),
+                        select.getCondition(), new MutableObject<ILogicalExpression>(join.getCondition().getValue()));
+                join.getCondition().setValue(newCond);
+            }
+        }
+    }
+
+    private static void copySelectToBranch(SelectOperator select, Mutable<ILogicalOperator> branch,
+            IOptimizationContext context) throws AlgebricksException {
+        ILogicalOperator newSelect = new SelectOperator(select.getCondition(), select.getRetainNull(),
+                select.getNullPlaceholderVariable());
+        Mutable<ILogicalOperator> newRef = new MutableObject<ILogicalOperator>(branch.getValue());
+        newSelect.getInputs().add(newRef);
+        branch.setValue(newSelect);
+        context.computeAndSetTypeEnvironmentForOperator(newSelect);
+    }
+
+    /**
+     * Whether the expression contains a not-null filtering
+     *
+     * @param expr
+     * @return true if the expression contains a not-null filtering function call; false otherwise.
+     */
+    private boolean containsNotNullFiltering(ILogicalExpression expr) {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        ScalarFunctionCallExpression func = (ScalarFunctionCallExpression) expr;
+        if (func.getFunctionIdentifier() == AlgebricksBuiltinFunctions.AND) {
+            for (Mutable<ILogicalExpression> argumentRef : func.getArguments()) {
+                if (containsNotNullFiltering(argumentRef.getValue())) {
+                    return true;
+                }
+            }
+            return false;
+        }
+        if (func.getFunctionIdentifier() != AlgebricksBuiltinFunctions.NOT) {
+            return false;
+        }
+        ILogicalExpression arg = func.getArguments().get(0).getValue();
+        if (arg.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        ScalarFunctionCallExpression func2 = (ScalarFunctionCallExpression) arg;
+        if (func2.getFunctionIdentifier() != AlgebricksBuiltinFunctions.IS_NULL) {
+            return false;
+        }
+        return true;
+    }
+
+    /**
+     * Whether the expression contains a null filtering
+     *
+     * @param expr
+     * @return true if the expression contains a null filtering function call; false otherwise.
+     */
+    private boolean containsNullFiltering(ILogicalExpression expr) {
+        if (expr.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return false;
+        }
+        ScalarFunctionCallExpression func = (ScalarFunctionCallExpression) expr;
+        if (func.getFunctionIdentifier() == AlgebricksBuiltinFunctions.AND) {
+            for (Mutable<ILogicalExpression> argumentRef : func.getArguments()) {
+                if (containsNullFiltering(argumentRef.getValue())) {
+                    return true;
+                }
+            }
+            return false;
+        }
+        if (func.getFunctionIdentifier() != AlgebricksBuiltinFunctions.IS_NULL) {
+            return false;
+        }
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSortDownRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSortDownRule.java
new file mode 100644
index 0000000..7a7003b
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSortDownRule.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * This rule pushes down the sort operator
+ * as much as possible to where the sort keys are available.
+ * The rule pushes the sort operator down one-step-at-a-time.
+ */
+public class PushSortDownRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator operator = opRef.getValue();
+        if (operator.getOperatorTag() != LogicalOperatorTag.ORDER) {
+            return false;
+        }
+
+        // Gets used variables in the sort operator.
+        OrderOperator orderOperator = (OrderOperator) operator;
+        List<Pair<IOrder, Mutable<ILogicalExpression>>> orderKeys = orderOperator.getOrderExpressions();
+        Set<LogicalVariable> orderUsedVars = new HashSet<LogicalVariable>();
+        for (Pair<IOrder, Mutable<ILogicalExpression>> orderKey : orderKeys) {
+            orderKey.second.getValue().getUsedVariables(orderUsedVars);
+        }
+        Mutable<ILogicalOperator> inputOpRef = orderOperator.getInputs().get(0);
+        ILogicalOperator inputOperator = inputOpRef.getValue();
+
+        // Only pushes sort through assign:
+        // 1. Blocking operators like sort/group/join cannot be pushed through.
+        // 2. Data reducing operators like select/project should not be pushed through.
+        // 3. Order-destroying operator like unnest/unnest-map cannot be pushed through.
+        if (inputOperator.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
+            return false;
+        }
+        Set<LogicalVariable> inputProducedVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getProducedVariables(inputOperator, inputProducedVars);
+
+        // Intersects used variables in the sort and variables produced by inputOperator.
+        orderUsedVars.retainAll(inputProducedVars);
+        if (!orderUsedVars.isEmpty()) {
+            // If the sort uses any variable that is produced by this operator.
+            return false;
+        }
+
+        // Switches sort and its input operator.
+        opRef.setValue(inputOperator);
+        inputOpRef.setValue(inputOperator.getInputs().get(0).getValue());
+        inputOperator.getInputs().get(0).setValue(orderOperator);
+
+        // Re-computes the type environments.
+        context.computeAndSetTypeEnvironmentForOperator(orderOperator);
+        context.computeAndSetTypeEnvironmentForOperator(inputOperator);
+        return true;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSubplanWithAggregateDownThroughProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSubplanWithAggregateDownThroughProductRule.java
new file mode 100644
index 0000000..54c5728
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushSubplanWithAggregateDownThroughProductRule.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushSubplanWithAggregateDownThroughProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op1;
+        if (subplan.getNestedPlans().size() != 1) {
+            return false;
+        }
+        ILogicalPlan p = subplan.getNestedPlans().get(0);
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> r = p.getRoots().get(0);
+        if (((AbstractLogicalOperator) r.getValue()).getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+
+        Set<LogicalVariable> free = new HashSet<LogicalVariable>();
+        OperatorPropertiesUtil.getFreeVariablesInSubplans(subplan, free);
+
+        Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op2;
+        if (!OperatorPropertiesUtil.isAlwaysTrueCond(join.getCondition().getValue())) {
+            return false;
+        }
+
+        Mutable<ILogicalOperator> b0Ref = op2.getInputs().get(0);
+        ILogicalOperator b0 = b0Ref.getValue();
+        List<LogicalVariable> b0Scm = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(b0, b0Scm);
+        if (b0Scm.containsAll(free)) {
+            // push subplan on left branch
+            op2Ref.setValue(b0);
+            b0Ref.setValue(op1);
+            opRef.setValue(op2);
+            return true;
+        } else {
+            Mutable<ILogicalOperator> b1Ref = op2.getInputs().get(1);
+            ILogicalOperator b1 = b1Ref.getValue();
+            List<LogicalVariable> b1Scm = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(b1, b1Scm);
+            if (b1Scm.containsAll(free)) {
+                // push subplan on right branch
+                op2Ref.setValue(b1);
+                b1Ref.setValue(op1);
+                opRef.setValue(op2);
+                return true;
+            } else {
+                return false;
+            }
+        }
+
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughProductRule.java
new file mode 100644
index 0000000..2da1343
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughProductRule.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class PushUnnestDownThroughProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return false;
+        }
+        Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+        if (op2.getOperatorTag() != LogicalOperatorTag.INNERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op2;
+        if (join.getCondition().getValue() != ConstantExpression.TRUE) {
+            return false;
+        }
+
+        List<LogicalVariable> used = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(op1, used);
+
+        Mutable<ILogicalOperator> b0Ref = op2.getInputs().get(0);
+        ILogicalOperator b0 = b0Ref.getValue();
+        List<LogicalVariable> b0Scm = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(b0, b0Scm);
+        if (b0Scm.containsAll(used)) {
+            // push unnest on left branch
+            op2Ref.setValue(b0);
+            b0Ref.setValue(op1);
+            opRef.setValue(op2);
+            return true;
+        } else {
+            Mutable<ILogicalOperator> b1Ref = op2.getInputs().get(1);
+            ILogicalOperator b1 = b1Ref.getValue();
+            List<LogicalVariable> b1Scm = new ArrayList<LogicalVariable>();
+            VariableUtilities.getLiveVariables(b1, b1Scm);
+            if (b1Scm.containsAll(used)) {
+                // push unnest on right branch
+                op2Ref.setValue(b1);
+                b1Ref.setValue(op1);
+                opRef.setValue(op2);
+                return true;
+            } else {
+                return false;
+            }
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughUnionRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughUnionRule.java
new file mode 100644
index 0000000..b6556e9
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/PushUnnestDownThroughUnionRule.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * @author kereno, ecarm002, ildar.absalyamov
+ *         Pushes down unnest through both branches of the union operator
+ *         Before rule:
+ *         ============
+ *         unnest
+ *         union (left_branch, right_branch, res)
+ *         left_branch
+ *         right_branch
+ *         After rule:
+ *         ============
+ *         union (left_branch, right_branch, res)
+ *         unnest
+ *         left_branch
+ *         unnest
+ *         right_branch
+ */
+public class PushUnnestDownThroughUnionRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+
+        AbstractLogicalOperator unnest = (AbstractLogicalOperator) opRef.getValue();
+        if (unnest.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return false;
+        }
+        UnnestOperator unnestOpRef = (UnnestOperator) opRef.getValue();
+        Mutable<ILogicalOperator> unionOp = unnest.getInputs().get(0);
+
+        AbstractLogicalOperator unionAbstractOp = (AbstractLogicalOperator) unionOp.getValue();
+        if (unionAbstractOp.getOperatorTag() != LogicalOperatorTag.UNIONALL) {
+            return false;
+        }
+
+        LogicalVariable unnestVar1 = context.newVar();
+        UnnestOperator unnest1 = new UnnestOperator(unnestVar1, new MutableObject<ILogicalExpression>(unnestOpRef
+                .getExpressionRef().getValue().cloneExpression()));
+        LogicalVariable unnestVar2 = context.newVar();
+        UnnestOperator unnest2 = new UnnestOperator(unnestVar2, new MutableObject<ILogicalExpression>(unnestOpRef
+                .getExpressionRef().getValue().cloneExpression()));
+
+        //Getting the two topmost branched and adding them as an input to the unnests:
+        Mutable<ILogicalOperator> branch1 = unionAbstractOp.getInputs().get(0);
+        ILogicalOperator agg1 = branch1.getValue();
+        List<LogicalVariable> agg1_var = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(agg1, agg1_var);
+        Mutable<ILogicalOperator> branch2 = unionAbstractOp.getInputs().get(1);
+        ILogicalOperator agg2 = branch2.getValue();
+        List<LogicalVariable> agg2_var = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(agg2, agg2_var);
+
+        //Modifying the unnest so it has the right variable
+        List<LogicalVariable> var_unnest_1 = new ArrayList<LogicalVariable>();
+        unnest1.getExpressionRef().getValue().getUsedVariables(var_unnest_1);
+        unnest1.getExpressionRef().getValue().substituteVar(var_unnest_1.get(0), agg1_var.get(0));
+
+        List<LogicalVariable> var_unnest2 = new ArrayList<LogicalVariable>();
+        unnest2.getExpressionRef().getValue().getUsedVariables(var_unnest2);
+        unnest2.getExpressionRef().getValue().substituteVar(var_unnest2.get(0), agg2_var.get(0));
+
+        unnest1.getInputs().add(branch1);
+        unnest2.getInputs().add(branch2);
+        context.computeAndSetTypeEnvironmentForOperator(unnest1);
+        context.computeAndSetTypeEnvironmentForOperator(unnest2);
+
+        //creating a new union operator with the updated logical variables
+        List<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> varMap = new ArrayList<Triple<LogicalVariable, LogicalVariable, LogicalVariable>>(
+                1);
+        Triple<LogicalVariable, LogicalVariable, LogicalVariable> union_triple_vars = new Triple<LogicalVariable, LogicalVariable, LogicalVariable>(
+                unnestVar1, unnestVar2, unnestOpRef.getVariables().get(0));
+        varMap.add(union_triple_vars);
+        UnionAllOperator unionOpFinal = new UnionAllOperator(varMap);
+
+        unionOpFinal.getInputs().add(new MutableObject<ILogicalOperator>(unnest1));
+        unionOpFinal.getInputs().add(new MutableObject<ILogicalOperator>(unnest2));
+
+        context.computeAndSetTypeEnvironmentForOperator(unionOpFinal);
+
+        opRef.setValue(unionOpFinal);
+        return true;
+
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ReinferAllTypesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ReinferAllTypesRule.java
new file mode 100644
index 0000000..b43363a
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/ReinferAllTypesRule.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class ReinferAllTypesRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+        typeOpRec(opRef, context);
+        return true;
+    }
+
+    private void typePlan(ILogicalPlan p, IOptimizationContext context) throws AlgebricksException {
+        for (Mutable<ILogicalOperator> r : p.getRoots()) {
+            typeOpRec(r, context);
+        }
+    }
+
+    private void typeOpRec(Mutable<ILogicalOperator> r, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) r.getValue();
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            typeOpRec(i, context);
+        }
+        if (op.hasNestedPlans()) {
+            for (ILogicalPlan p : ((AbstractOperatorWithNestedPlans) op).getNestedPlans()) {
+                typePlan(p, context);
+            }
+        }
+        context.computeAndSetTypeEnvironmentForOperator(op);
+        context.addToDontApplySet(this, op);
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveCartesianProductWithEmptyBranchRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveCartesianProductWithEmptyBranchRule.java
new file mode 100644
index 0000000..de35fb5
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveCartesianProductWithEmptyBranchRule.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Removes Cartesian product operators that have one input branch is EmptyTupleSource.
+ */
+public class RemoveCartesianProductWithEmptyBranchRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator op = opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.INNERJOIN
+                && op.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator joinOperator = (AbstractBinaryJoinOperator) op;
+        ILogicalOperator left = joinOperator.getInputs().get(0).getValue();
+        ILogicalOperator right = joinOperator.getInputs().get(1).getValue();
+
+        if (!joinOperator.getCondition().getValue().equals(ConstantExpression.TRUE)) {
+            return false;
+        }
+        if (emptyBranch(left)) {
+            opRef.setValue(right);
+            return true;
+        }
+        if (emptyBranch(right)) {
+            opRef.setValue(left);
+            return true;
+        }
+        return false;
+    }
+
+    private boolean emptyBranch(ILogicalOperator op) {
+        return op.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantGroupByDecorVars.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantGroupByDecorVars.java
new file mode 100644
index 0000000..ebdc88a
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantGroupByDecorVars.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Removes duplicate variables from a group-by operator's decor list.
+ */
+public class RemoveRedundantGroupByDecorVars implements IAlgebraicRewriteRule {
+
+    private final Set<LogicalVariable> vars = new HashSet<LogicalVariable>();
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        if (context.checkIfInDontApplySet(this, op)) {
+            return false;
+        }
+        vars.clear();
+
+        boolean modified = false;
+        GroupByOperator groupOp = (GroupByOperator) op;
+        Iterator<Pair<LogicalVariable, Mutable<ILogicalExpression>>> iter = groupOp.getDecorList().iterator();
+        while (iter.hasNext()) {
+            Pair<LogicalVariable, Mutable<ILogicalExpression>> decor = iter.next();
+            if (decor.first != null || decor.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                continue;
+            }
+            VariableReferenceExpression varRefExpr = (VariableReferenceExpression) decor.second.getValue();
+            LogicalVariable var = varRefExpr.getVariableReference();
+            if (vars.contains(var)) {
+                iter.remove();
+                modified = true;
+            } else {
+                vars.add(var);
+            }
+        }
+        if (modified) {
+            context.addToDontApplySet(this, op);
+        }
+        return modified;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantProjectionRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantProjectionRule.java
new file mode 100644
index 0000000..38e97d7
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantProjectionRule.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/*
+ *  project [var-list1]
+ *   project [var-list2]
+ *     P
+ *
+ *  if var-list1.equals(var-list2) becomes
+ *
+ *  project [var-list1]
+ *    P
+ *
+ */
+
+public class RemoveRedundantProjectionRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+            Mutable<ILogicalOperator> opRef2 = op1.getInputs().get(0);
+            AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+            if (op2.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+                return false;
+            }
+            ProjectOperator pi2 = (ProjectOperator) op2;
+            opRef2.setValue(pi2.getInputs().get(0).getValue());
+        } else {
+            if (op1.getInputs().size() <= 0)
+                return false;
+            Mutable<ILogicalOperator> opRef2 = op1.getInputs().get(0);
+            AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+            if (op2.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+                return false;
+            }
+            if (op2.getInputs().size() <= 0)
+                return false;
+            Mutable<ILogicalOperator> opRef3 = op2.getInputs().get(0);
+            AbstractLogicalOperator op3 = (AbstractLogicalOperator) opRef3.getValue();
+
+            List<LogicalVariable> liveVars2 = new ArrayList<LogicalVariable>();
+            List<LogicalVariable> liveVars3 = new ArrayList<LogicalVariable>();
+
+            VariableUtilities.getLiveVariables(op2, liveVars2);
+            VariableUtilities.getLiveVariables(op3, liveVars3);
+
+            if (!VariableUtilities.varListEqualUnordered(liveVars2, liveVars3))
+                return false;
+            opRef2.setValue(op3);
+        }
+
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantVariablesRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantVariablesRule.java
new file mode 100644
index 0000000..eb72db0
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveRedundantVariablesRule.java
@@ -0,0 +1,302 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractLogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalExpressionReferenceTransform;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Replaces redundant variable references with their bottom-most equivalent representative.
+ * Does a DFS sweep over the plan keeping track of variable equivalence classes.
+ * For example, this rule would perform the following rewrite.
+ * Before Plan:
+ * select (function-call: func, Args:[%0->$$11])
+ * project [$11]
+ * assign [$$11] <- [$$10]
+ * assign [$$10] <- [$$9]
+ * assign [$$9] <- ...
+ * ...
+ * After Plan:
+ * select (function-call: func, Args:[%0->$$9])
+ * project [$9]
+ * assign [$$11] <- [$$9]
+ * assign [$$10] <- [$$9]
+ * assign [$$9] <- ...
+ * ...
+ */
+public class RemoveRedundantVariablesRule implements IAlgebraicRewriteRule {
+
+    private final VariableSubstitutionVisitor substVisitor = new VariableSubstitutionVisitor();
+    private final Map<LogicalVariable, List<LogicalVariable>> equivalentVarsMap = new HashMap<LogicalVariable, List<LogicalVariable>>();
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+        boolean modified = removeRedundantVariables(opRef, context);
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(opRef.getValue());
+        }
+        return modified;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    private void updateEquivalenceClassMap(LogicalVariable lhs, LogicalVariable rhs) {
+        List<LogicalVariable> equivalentVars = equivalentVarsMap.get(rhs);
+        if (equivalentVars == null) {
+            equivalentVars = new ArrayList<LogicalVariable>();
+            // The first element in the list is the bottom-most representative which will replace all equivalent vars.
+            equivalentVars.add(rhs);
+            equivalentVars.add(lhs);
+            equivalentVarsMap.put(rhs, equivalentVars);
+        }
+        equivalentVarsMap.put(lhs, equivalentVars);
+    }
+
+    private boolean removeRedundantVariables(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        boolean modified = false;
+
+        // Update equivalence class map.
+        if (op.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+            AssignOperator assignOp = (AssignOperator) op;
+            int numVars = assignOp.getVariables().size();
+            for (int i = 0; i < numVars; i++) {
+                ILogicalExpression expr = assignOp.getExpressions().get(i).getValue();
+                if (expr.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                    continue;
+                }
+                VariableReferenceExpression rhsVarRefExpr = (VariableReferenceExpression) expr;
+                // Update equivalence class map.
+                LogicalVariable lhs = assignOp.getVariables().get(i);
+                LogicalVariable rhs = rhsVarRefExpr.getVariableReference();
+                updateEquivalenceClassMap(lhs, rhs);
+            }
+        }
+
+        // Replace variable references with their first representative.
+        if (op.getOperatorTag() == LogicalOperatorTag.PROJECT) {
+            // The project operator does not use expressions, so we need to replace it's variables manually.
+            if (replaceProjectVars((ProjectOperator) op)) {
+                modified = true;
+            }
+        } else if (op.getOperatorTag() == LogicalOperatorTag.UNIONALL) {
+            // Replace redundant variables manually in the UnionAll operator.
+            if (replaceUnionAllVars((UnionAllOperator) op)) {
+                modified = true;
+            }
+        } else {
+            if (op.acceptExpressionTransform(substVisitor)) {
+                modified = true;
+            }
+        }
+
+        // Perform variable replacement in nested plans.
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans opWithNestedPlan = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan nestedPlan : opWithNestedPlan.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> rootRef : nestedPlan.getRoots()) {
+                    if (removeRedundantVariables(rootRef, context)) {
+                        modified = true;
+                    }
+                }
+            }
+        }
+
+        // Deal with re-mapping of variables in group by.
+        if (op.getOperatorTag() == LogicalOperatorTag.GROUP) {
+            if (handleGroupByVarRemapping((GroupByOperator) op)) {
+                modified = true;
+            }
+        }
+
+        if (modified) {
+            context.computeAndSetTypeEnvironmentForOperator(op);
+            context.addToDontApplySet(this, op);
+        }
+        return modified;
+    }
+
+    private boolean handleGroupByVarRemapping(GroupByOperator groupOp) {
+        boolean modified = false;
+        for (Pair<LogicalVariable, Mutable<ILogicalExpression>> gp : groupOp.getGroupByList()) {
+            if (gp.first == null || gp.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                continue;
+            }
+            LogicalVariable groupByVar = ((VariableReferenceExpression) gp.second.getValue()).getVariableReference();
+            Iterator<Pair<LogicalVariable, Mutable<ILogicalExpression>>> iter = groupOp.getDecorList().iterator();
+            while (iter.hasNext()) {
+                Pair<LogicalVariable, Mutable<ILogicalExpression>> dp = iter.next();
+                if (dp.first != null || dp.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                    continue;
+                }
+                LogicalVariable dv = ((VariableReferenceExpression) dp.second.getValue()).getVariableReference();
+                if (dv == groupByVar) {
+                    // The decor variable is redundant, since it is propagated as a grouping variable.
+                    List<LogicalVariable> equivalentVars = equivalentVarsMap.get(groupByVar);
+                    if (equivalentVars != null) {
+                        // Change representative of this equivalence class.
+                        equivalentVars.set(0, gp.first);
+                        equivalentVarsMap.put(gp.first, equivalentVars);
+                    } else {
+                        updateEquivalenceClassMap(gp.first, groupByVar);
+                    }
+                    iter.remove();
+                    modified = true;
+                    break;
+                }
+            }
+        }
+        // find the redundant variables within the decor list
+        Map<LogicalVariable, LogicalVariable> variableToFirstDecorMap = new HashMap<LogicalVariable, LogicalVariable>();
+        Iterator<Pair<LogicalVariable, Mutable<ILogicalExpression>>> iter = groupOp.getDecorList().iterator();
+        while (iter.hasNext()) {
+            Pair<LogicalVariable, Mutable<ILogicalExpression>> dp = iter.next();
+            if (dp.first == null || dp.second.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                continue;
+            }
+            LogicalVariable dv = ((VariableReferenceExpression) dp.second.getValue()).getVariableReference();
+            LogicalVariable firstDecor = variableToFirstDecorMap.get(dv);
+            if (firstDecor == null) {
+                variableToFirstDecorMap.put(dv, dp.first);
+            } else {
+                // The decor variable dp.first is redundant since firstDecor is exactly the same.
+                updateEquivalenceClassMap(dp.first, firstDecor);
+                iter.remove();
+                modified = true;
+            }
+        }
+        return modified;
+    }
+
+    /**
+     * Replace the projects's variables with their corresponding representative
+     * from the equivalence class map (if any).
+     * We cannot use the VariableSubstitutionVisitor here because the project ops
+     * maintain their variables as a list and not as expressions.
+     */
+    private boolean replaceProjectVars(ProjectOperator op) throws AlgebricksException {
+        List<LogicalVariable> vars = op.getVariables();
+        int size = vars.size();
+        boolean modified = false;
+        for (int i = 0; i < size; i++) {
+            LogicalVariable var = vars.get(i);
+            List<LogicalVariable> equivalentVars = equivalentVarsMap.get(var);
+            if (equivalentVars == null) {
+                continue;
+            }
+            // Replace with equivalence class representative.
+            LogicalVariable representative = equivalentVars.get(0);
+            if (representative != var) {
+                vars.set(i, equivalentVars.get(0));
+                modified = true;
+            }
+        }
+        return modified;
+    }
+
+    private boolean replaceUnionAllVars(UnionAllOperator op) throws AlgebricksException {
+        boolean modified = false;
+        for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> varMapping : op.getVariableMappings()) {
+            List<LogicalVariable> firstEquivalentVars = equivalentVarsMap.get(varMapping.first);
+            List<LogicalVariable> secondEquivalentVars = equivalentVarsMap.get(varMapping.second);
+            // Replace variables with their representative.
+            if (firstEquivalentVars != null) {
+                varMapping.first = firstEquivalentVars.get(0);
+                modified = true;
+            }
+            if (secondEquivalentVars != null) {
+                varMapping.second = secondEquivalentVars.get(0);
+                modified = true;
+            }
+        }
+        return modified;
+    }
+
+    private class VariableSubstitutionVisitor implements ILogicalExpressionReferenceTransform {
+        @Override
+        public boolean transform(Mutable<ILogicalExpression> exprRef) {
+            ILogicalExpression e = exprRef.getValue();
+            switch (((AbstractLogicalExpression) e).getExpressionTag()) {
+                case VARIABLE: {
+                    // Replace variable references with their equivalent representative in the equivalence class map.
+                    VariableReferenceExpression varRefExpr = (VariableReferenceExpression) e;
+                    LogicalVariable var = varRefExpr.getVariableReference();
+                    List<LogicalVariable> equivalentVars = equivalentVarsMap.get(var);
+                    if (equivalentVars == null) {
+                        return false;
+                    }
+                    LogicalVariable representative = equivalentVars.get(0);
+                    if (representative != var) {
+                        varRefExpr.setVariable(representative);
+                        return true;
+                    }
+                    return false;
+                }
+                case FUNCTION_CALL: {
+                    AbstractFunctionCallExpression funcExpr = (AbstractFunctionCallExpression) e;
+                    boolean modified = false;
+                    for (Mutable<ILogicalExpression> arg : funcExpr.getArguments()) {
+                        if (transform(arg)) {
+                            modified = true;
+                        }
+                    }
+                    return modified;
+                }
+                default: {
+                    return false;
+                }
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnnecessarySortMergeExchange.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnnecessarySortMergeExchange.java
new file mode 100644
index 0000000..84d7c9d
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnnecessarySortMergeExchange.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.IPhysicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.PhysicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HashPartitionMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SortMergeExchangePOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.OrderColumn;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class RemoveUnnecessarySortMergeExchange implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef.getValue();
+        if (op1.getPhysicalOperator() == null
+                || (op1.getPhysicalOperator().getOperatorTag() != PhysicalOperatorTag.HASH_PARTITION_EXCHANGE && op1
+                        .getPhysicalOperator().getOperatorTag() != PhysicalOperatorTag.HASH_PARTITION_MERGE_EXCHANGE)) {
+            return false;
+        }
+        Mutable<ILogicalOperator> currentOpRef = op1.getInputs().get(0);
+        AbstractLogicalOperator currentOp = (AbstractLogicalOperator) currentOpRef.getValue();
+
+        // Goes down the pipeline to find a qualified SortMergeExchange to eliminate.
+        while (currentOp != null) {
+            IPhysicalOperator physicalOp = currentOp.getPhysicalOperator();
+            if (physicalOp == null) {
+                return false;
+            } else if (physicalOp.getOperatorTag() == PhysicalOperatorTag.SORT_MERGE_EXCHANGE) {
+                break;
+            } else if (!currentOp.isMap() || currentOp.getOperatorTag() == LogicalOperatorTag.UNNEST
+                    || currentOp.getOperatorTag() == LogicalOperatorTag.LIMIT) {
+                // Do not eliminate sort-merge below input order-sensitive operators.
+                // TODO(buyingyi): once Taewoo merges his limit-push down change,
+                // we need to use his new property in logical operator to check order sensitivity.
+                return false;
+            } else if (currentOp.getInputs().size() == 1) {
+                currentOpRef = currentOp.getInputs().get(0);
+                currentOp = (AbstractLogicalOperator) currentOpRef.getValue();
+            } else {
+                currentOp = null;
+            }
+        }
+        if (currentOp == null) {
+            // There is no such qualified SortMergeExchange.
+            return false;
+        }
+
+        if (op1.getPhysicalOperator().getOperatorTag() == PhysicalOperatorTag.HASH_PARTITION_MERGE_EXCHANGE) {
+            // If op1 is a hash_partition_merge_exchange, the sort_merge_exchange can be simply removed.
+            currentOpRef.setValue(currentOp.getInputs().get(0).getValue());
+            op1.computeDeliveredPhysicalProperties(context);
+            return true;
+        }
+
+        // Checks whether sort columns in the SortMergeExchange are still available at op1.
+        // If yes, we use HashMergeExchange; otherwise, we use HashExchange.
+        SortMergeExchangePOperator sme = (SortMergeExchangePOperator) currentOp.getPhysicalOperator();
+        HashPartitionExchangePOperator hpe = (HashPartitionExchangePOperator) op1.getPhysicalOperator();
+        Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(op1, liveVars);
+        boolean usingHashMergeExchange = true;
+        for (OrderColumn oc : sme.getSortColumns()) {
+            if (!liveVars.contains(oc.getColumn())) {
+                usingHashMergeExchange = false;
+            }
+        }
+
+        if (usingHashMergeExchange) {
+            // Add sort columns from the SortMergeExchange into a new HashMergeExchange.
+            List<OrderColumn> ocList = new ArrayList<OrderColumn>();
+            for (OrderColumn oc : sme.getSortColumns()) {
+                ocList.add(oc);
+            }
+            HashPartitionMergeExchangePOperator hpme = new HashPartitionMergeExchangePOperator(ocList,
+                    hpe.getHashFields(), hpe.getDomain());
+            op1.setPhysicalOperator(hpme);
+        }
+
+        // Remove the SortMergeExchange op.
+        currentOpRef.setValue(currentOp.getInputs().get(0).getValue());
+
+        // Re-compute delivered properties at op1.
+        op1.computeDeliveredPhysicalProperties(context);
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnusedAssignAndAggregateRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnusedAssignAndAggregateRule.java
new file mode 100644
index 0000000..b25497c
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/RemoveUnusedAssignAndAggregateRule.java
@@ -0,0 +1,244 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Triple;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Removes unused variables from Assign, Unnest, Aggregate, and UnionAll operators.
+ */
+public class RemoveUnusedAssignAndAggregateRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        if (context.checkIfInDontApplySet(this, opRef.getValue())) {
+            return false;
+        }
+        Set<LogicalVariable> toRemove = new HashSet<LogicalVariable>();
+        collectUnusedAssignedVars((AbstractLogicalOperator) opRef.getValue(), toRemove, true, context);
+        boolean smthToRemove = !toRemove.isEmpty();
+        if (smthToRemove) {
+            removeUnusedAssigns(opRef, toRemove, context);
+        }
+        return !toRemove.isEmpty();
+    }
+
+    private void removeUnusedAssigns(Mutable<ILogicalOperator> opRef, Set<LogicalVariable> toRemove,
+            IOptimizationContext context) throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        while (removeFromAssigns(op, toRemove, context) == 0) {
+            if (op.getOperatorTag() == LogicalOperatorTag.AGGREGATE) {
+                break;
+            }
+            op = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+            opRef.setValue(op);
+        }
+        Iterator<Mutable<ILogicalOperator>> childIter = op.getInputs().iterator();
+        while (childIter.hasNext()) {
+            Mutable<ILogicalOperator> cRef = childIter.next();
+            removeUnusedAssigns(cRef, toRemove, context);
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans opWithNest = (AbstractOperatorWithNestedPlans) op;
+            Iterator<ILogicalPlan> planIter = opWithNest.getNestedPlans().iterator();
+            while (planIter.hasNext()) {
+                ILogicalPlan p = planIter.next();
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    removeUnusedAssigns(r, toRemove, context);
+                }
+            }
+
+            // Removes redundant nested plans that produces nothing
+            for (int i = opWithNest.getNestedPlans().size() - 1; i >= 0; i--) {
+                ILogicalPlan nestedPlan = opWithNest.getNestedPlans().get(i);
+                List<Mutable<ILogicalOperator>> rootsToBeRemoved = new ArrayList<Mutable<ILogicalOperator>>();
+                for (Mutable<ILogicalOperator> r : nestedPlan.getRoots()) {
+                    ILogicalOperator topOp = r.getValue();
+                    Set<LogicalVariable> producedVars = new ListSet<LogicalVariable>();
+                    VariableUtilities.getProducedVariablesInDescendantsAndSelf(topOp, producedVars);
+                    if (producedVars.size() == 0) {
+                        rootsToBeRemoved.add(r);
+                    }
+                }
+                // Makes sure the operator should have at least ONE nested plan even it is empty
+                // (because a lot of places uses this assumption,  TODO(yingyib): clean them up).
+                if (nestedPlan.getRoots().size() == rootsToBeRemoved.size() && opWithNest.getNestedPlans().size() > 1) {
+                    nestedPlan.getRoots().removeAll(rootsToBeRemoved);
+                    opWithNest.getNestedPlans().remove(nestedPlan);
+                }
+            }
+        }
+    }
+
+    private int removeFromAssigns(AbstractLogicalOperator op, Set<LogicalVariable> toRemove,
+            IOptimizationContext context) throws AlgebricksException {
+        switch (op.getOperatorTag()) {
+            case ASSIGN: {
+                AssignOperator assign = (AssignOperator) op;
+                if (removeUnusedVarsAndExprs(toRemove, assign.getVariables(), assign.getExpressions())) {
+                    context.computeAndSetTypeEnvironmentForOperator(assign);
+                }
+                return assign.getVariables().size();
+            }
+            case AGGREGATE: {
+                AggregateOperator agg = (AggregateOperator) op;
+                if (removeUnusedVarsAndExprs(toRemove, agg.getVariables(), agg.getExpressions())) {
+                    context.computeAndSetTypeEnvironmentForOperator(agg);
+                }
+                return agg.getVariables().size();
+            }
+            case UNNEST: {
+                UnnestOperator uOp = (UnnestOperator) op;
+                LogicalVariable pVar = uOp.getPositionalVariable();
+                if (pVar != null && toRemove.contains(pVar)) {
+                    uOp.setPositionalVariable(null);
+                }
+                break;
+            }
+            case UNIONALL: {
+                UnionAllOperator unionOp = (UnionAllOperator) op;
+                if (removeUnusedVarsFromUnionAll(unionOp, toRemove)) {
+                    context.computeAndSetTypeEnvironmentForOperator(unionOp);
+                }
+                return unionOp.getVariableMappings().size();
+            }
+        }
+        return -1;
+    }
+
+    private boolean removeUnusedVarsFromUnionAll(UnionAllOperator unionOp, Set<LogicalVariable> toRemove) {
+        Iterator<Triple<LogicalVariable, LogicalVariable, LogicalVariable>> iter = unionOp.getVariableMappings()
+                .iterator();
+        boolean modified = false;
+        Set<LogicalVariable> removeFromRemoveSet = new HashSet<LogicalVariable>();
+        while (iter.hasNext()) {
+            Triple<LogicalVariable, LogicalVariable, LogicalVariable> varMapping = iter.next();
+            if (toRemove.contains(varMapping.third)) {
+                iter.remove();
+                modified = true;
+            }
+            // In any case, make sure we do not removing these variables.
+            removeFromRemoveSet.add(varMapping.first);
+            removeFromRemoveSet.add(varMapping.second);
+        }
+        toRemove.removeAll(removeFromRemoveSet);
+        return modified;
+    }
+
+    private boolean removeUnusedVarsAndExprs(Set<LogicalVariable> toRemove, List<LogicalVariable> varList,
+            List<Mutable<ILogicalExpression>> exprList) {
+        boolean changed = false;
+        Iterator<LogicalVariable> varIter = varList.iterator();
+        Iterator<Mutable<ILogicalExpression>> exprIter = exprList.iterator();
+        while (varIter.hasNext()) {
+            LogicalVariable v = varIter.next();
+            exprIter.next();
+            if (toRemove.contains(v)) {
+                varIter.remove();
+                exprIter.remove();
+                changed = true;
+            }
+        }
+        return changed;
+    }
+
+    private void collectUnusedAssignedVars(AbstractLogicalOperator op, Set<LogicalVariable> toRemove, boolean first,
+            IOptimizationContext context) throws AlgebricksException {
+        if (!first) {
+            context.addToDontApplySet(this, op);
+        }
+        for (Mutable<ILogicalOperator> c : op.getInputs()) {
+            collectUnusedAssignedVars((AbstractLogicalOperator) c.getValue(), toRemove, false, context);
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans opWithNested = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan plan : opWithNested.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : plan.getRoots()) {
+                    collectUnusedAssignedVars((AbstractLogicalOperator) r.getValue(), toRemove, false, context);
+                }
+            }
+        }
+        boolean removeUsedVars = true;
+        switch (op.getOperatorTag()) {
+            case ASSIGN: {
+                AssignOperator assign = (AssignOperator) op;
+                toRemove.addAll(assign.getVariables());
+                break;
+            }
+            case AGGREGATE: {
+                AggregateOperator agg = (AggregateOperator) op;
+                toRemove.addAll(agg.getVariables());
+                break;
+            }
+            case UNNEST: {
+                UnnestOperator uOp = (UnnestOperator) op;
+                LogicalVariable pVar = uOp.getPositionalVariable();
+                if (pVar != null) {
+                    toRemove.add(pVar);
+                }
+                break;
+            }
+            case UNIONALL: {
+                UnionAllOperator unionOp = (UnionAllOperator) op;
+                for (Triple<LogicalVariable, LogicalVariable, LogicalVariable> varMapping : unionOp
+                        .getVariableMappings()) {
+                    toRemove.add(varMapping.third);
+                }
+                removeUsedVars = false;
+                break;
+            }
+        }
+        if (removeUsedVars) {
+            List<LogicalVariable> used = new LinkedList<LogicalVariable>();
+            VariableUtilities.getUsedVariables(op, used);
+            toRemove.removeAll(used);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
new file mode 100644
index 0000000..6524d87
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetAlgebricksPhysicalOperatorsRule.java
@@ -0,0 +1,454 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.base.OperatorAnnotations;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IMergeAggregationExpressionFactory;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IDataSource;
+import org.apache.hyracks.algebricks.core.algebra.metadata.IMetadataProvider;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IndexInsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InsertDeleteUpsertOperator.Kind;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator.IOrder;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.WriteResultOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AggregatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AssignPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.BulkloadPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.DataSourceScanPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.DistributeResultPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.EmptyTupleSourcePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.ExternalGroupByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.InMemoryStableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.IndexBulkloadPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.IndexInsertDeleteUpsertPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.InsertDeleteUpsertPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.IntersectPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.MicroPreclusteredGroupByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.NestedTupleSourcePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.PreSortedDistinctByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.PreclusteredGroupByPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.ReplicatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.RunningAggregatePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SinkPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SinkWritePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StableSortPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamLimitPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamProjectPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StreamSelectPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.StringStreamingScriptPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.SubplanPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.TokenizePOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.UnionAllPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.UnnestPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.WriteResultPOperator;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import org.apache.hyracks.algebricks.rewriter.util.JoinUtils;
+
+public class SetAlgebricksPhysicalOperatorsRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        // if (context.checkIfInDontApplySet(this, op)) {
+        // return false;
+        // }
+        if (op.getPhysicalOperator() != null) {
+            return false;
+        }
+
+        computeDefaultPhysicalOp(op, true, context);
+        // context.addToDontApplySet(this, op);
+        return true;
+    }
+
+    private static void setPhysicalOperators(ILogicalPlan plan, boolean topLevelOp, IOptimizationContext context)
+            throws AlgebricksException {
+        for (Mutable<ILogicalOperator> root : plan.getRoots()) {
+            computeDefaultPhysicalOp((AbstractLogicalOperator) root.getValue(), topLevelOp, context);
+        }
+    }
+
+    @SuppressWarnings({ "unchecked", "rawtypes" })
+    private static void computeDefaultPhysicalOp(AbstractLogicalOperator op, boolean topLevelOp,
+            IOptimizationContext context) throws AlgebricksException {
+        PhysicalOptimizationConfig physicalOptimizationConfig = context.getPhysicalOptimizationConfig();
+        if (op.getPhysicalOperator() == null) {
+            switch (op.getOperatorTag()) {
+                case AGGREGATE: {
+                    op.setPhysicalOperator(new AggregatePOperator());
+                    break;
+                }
+                case ASSIGN: {
+                    op.setPhysicalOperator(new AssignPOperator());
+                    break;
+                }
+                case DISTINCT: {
+                    DistinctOperator distinct = (DistinctOperator) op;
+                    distinct.setPhysicalOperator(new PreSortedDistinctByPOperator(distinct.getDistinctByVarList()));
+                    break;
+                }
+                case EMPTYTUPLESOURCE: {
+                    op.setPhysicalOperator(new EmptyTupleSourcePOperator());
+                    break;
+                }
+                case EXCHANGE: {
+                    if (op.getPhysicalOperator() == null) {
+                        throw new AlgebricksException("Implementation for EXCHANGE operator was not set.");
+                    }
+                    // implem. choice for exchange should be set by a parent op.
+                    break;
+                }
+                case GROUP: {
+                    GroupByOperator gby = (GroupByOperator) op;
+
+                    if (gby.getNestedPlans().size() == 1) {
+                        ILogicalPlan p0 = gby.getNestedPlans().get(0);
+                        if (p0.getRoots().size() == 1) {
+                            if ((gby.getAnnotations().get(OperatorAnnotations.USE_HASH_GROUP_BY) == Boolean.TRUE)
+                                    || (gby.getAnnotations()
+                                            .get(OperatorAnnotations.USE_EXTERNAL_GROUP_BY) == Boolean.TRUE)) {
+                                if (!topLevelOp) {
+                                    throw new NotImplementedException(
+                                            "External hash group-by for nested grouping is not implemented.");
+                                }
+
+                                boolean hasIntermediateAgg = generateMergeAggregationExpressions(gby, context);
+                                if (hasIntermediateAgg) {
+                                    ExternalGroupByPOperator externalGby = new ExternalGroupByPOperator(
+                                            gby.getGroupByList(),
+                                            physicalOptimizationConfig.getMaxFramesExternalGroupBy(),
+                                            physicalOptimizationConfig.getExternalGroupByTableSize(),
+                                            (long) physicalOptimizationConfig.getMaxFramesExternalGroupBy()
+                                                    * physicalOptimizationConfig.getFrameSize());
+                                    op.setPhysicalOperator(externalGby);
+                                    break;
+                                }
+                            }
+                        }
+                    }
+
+                    List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> gbyList = gby.getGroupByList();
+                    List<LogicalVariable> columnList = new ArrayList<LogicalVariable>(gbyList.size());
+                    for (Pair<LogicalVariable, Mutable<ILogicalExpression>> p : gbyList) {
+                        ILogicalExpression expr = p.second.getValue();
+                        if (expr.getExpressionTag() == LogicalExpressionTag.VARIABLE) {
+                            VariableReferenceExpression varRef = (VariableReferenceExpression) expr;
+                            columnList.add(varRef.getVariableReference());
+                        }
+                    }
+                    if (topLevelOp) {
+                        op.setPhysicalOperator(new PreclusteredGroupByPOperator(columnList));
+                    } else {
+                        op.setPhysicalOperator(new MicroPreclusteredGroupByPOperator(columnList));
+                    }
+                    break;
+                }
+                case INNERJOIN: {
+                    JoinUtils.setJoinAlgorithmAndExchangeAlgo((InnerJoinOperator) op, context);
+                    break;
+                }
+                case LEFTOUTERJOIN: {
+                    JoinUtils.setJoinAlgorithmAndExchangeAlgo((LeftOuterJoinOperator) op, context);
+                    break;
+                }
+                case LIMIT: {
+                    op.setPhysicalOperator(new StreamLimitPOperator());
+                    break;
+                }
+                case NESTEDTUPLESOURCE: {
+                    op.setPhysicalOperator(new NestedTupleSourcePOperator());
+                    break;
+                }
+                case ORDER: {
+                    OrderOperator oo = (OrderOperator) op;
+                    for (Pair<IOrder, Mutable<ILogicalExpression>> p : oo.getOrderExpressions()) {
+                        ILogicalExpression e = p.second.getValue();
+                        if (e.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                            throw new AlgebricksException("Order expression " + e + " has not been normalized.");
+                        }
+                    }
+                    if (topLevelOp) {
+                        op.setPhysicalOperator(new StableSortPOperator(
+                                physicalOptimizationConfig.getMaxFramesExternalSort(), oo.getTopK()));
+                    } else {
+                        op.setPhysicalOperator(new InMemoryStableSortPOperator());
+                    }
+                    break;
+                }
+                case PROJECT: {
+                    op.setPhysicalOperator(new StreamProjectPOperator());
+                    break;
+                }
+                case RUNNINGAGGREGATE: {
+                    op.setPhysicalOperator(new RunningAggregatePOperator());
+                    break;
+                }
+                case REPLICATE: {
+                    op.setPhysicalOperator(new ReplicatePOperator());
+                    break;
+                }
+                case SCRIPT: {
+                    op.setPhysicalOperator(new StringStreamingScriptPOperator());
+                    break;
+                }
+                case SELECT: {
+                    op.setPhysicalOperator(new StreamSelectPOperator());
+                    break;
+                }
+                case SUBPLAN: {
+                    op.setPhysicalOperator(new SubplanPOperator());
+                    break;
+                }
+                case UNIONALL: {
+                    op.setPhysicalOperator(new UnionAllPOperator());
+                    break;
+                }
+                case INTERSECT: {
+                    op.setPhysicalOperator(new IntersectPOperator());
+                    break;
+                }
+                case UNNEST: {
+                    op.setPhysicalOperator(new UnnestPOperator());
+                    break;
+                }
+                case DATASOURCESCAN: {
+                    DataSourceScanOperator scan = (DataSourceScanOperator) op;
+                    IDataSource dataSource = scan.getDataSource();
+                    DataSourceScanPOperator dss = new DataSourceScanPOperator(dataSource);
+                    IMetadataProvider mp = context.getMetadataProvider();
+                    if (mp.scannerOperatorIsLeaf(dataSource)) {
+                        dss.disableJobGenBelowMe();
+                    }
+                    op.setPhysicalOperator(dss);
+                    break;
+                }
+                case WRITE: {
+                    op.setPhysicalOperator(new SinkWritePOperator());
+                    break;
+                }
+                case DISTRIBUTE_RESULT: {
+                    op.setPhysicalOperator(new DistributeResultPOperator());
+                    break;
+                }
+                case WRITE_RESULT: {
+                    WriteResultOperator opLoad = (WriteResultOperator) op;
+                    LogicalVariable payload;
+                    List<LogicalVariable> keys = new ArrayList<LogicalVariable>();
+                    List<LogicalVariable> additionalFilteringKeys = null;
+                    payload = getKeysAndLoad(opLoad.getPayloadExpression(), opLoad.getKeyExpressions(), keys);
+                    if (opLoad.getAdditionalFilteringExpressions() != null) {
+                        additionalFilteringKeys = new ArrayList<LogicalVariable>();
+                        getKeys(opLoad.getAdditionalFilteringExpressions(), additionalFilteringKeys);
+                    }
+                    op.setPhysicalOperator(
+                            new WriteResultPOperator(opLoad.getDataSource(), payload, keys, additionalFilteringKeys));
+                    break;
+                }
+                case INSERT_DELETE_UPSERT: {
+                    // Primary index
+                    InsertDeleteUpsertOperator opLoad = (InsertDeleteUpsertOperator) op;
+                    LogicalVariable payload;
+                    List<LogicalVariable> keys = new ArrayList<LogicalVariable>();
+                    List<LogicalVariable> additionalFilteringKeys = null;
+                    List<LogicalVariable> additionalNonFilterVariables = null;
+                    if (opLoad.getAdditionalNonFilteringExpressions() != null) {
+                        additionalNonFilterVariables = new ArrayList<LogicalVariable>();
+                        getKeys(opLoad.getAdditionalNonFilteringExpressions(), additionalNonFilterVariables);
+                    }
+                    payload = getKeysAndLoad(opLoad.getPayloadExpression(), opLoad.getPrimaryKeyExpressions(), keys);
+                    if (opLoad.getAdditionalFilteringExpressions() != null) {
+                        additionalFilteringKeys = new ArrayList<LogicalVariable>();
+                        getKeys(opLoad.getAdditionalFilteringExpressions(), additionalFilteringKeys);
+                    }
+                    if (opLoad.isBulkload()) {
+                        op.setPhysicalOperator(new BulkloadPOperator(payload, keys, additionalFilteringKeys,
+                                additionalNonFilterVariables, opLoad.getDataSource()));
+                    } else {
+                        op.setPhysicalOperator(new InsertDeleteUpsertPOperator(payload, keys, additionalFilteringKeys,
+                                opLoad.getDataSource(), opLoad.getOperation(), additionalNonFilterVariables));
+                    }
+                    break;
+                }
+                case INDEX_INSERT_DELETE_UPSERT: {
+                    // Secondary index
+                    IndexInsertDeleteUpsertOperator opInsDel = (IndexInsertDeleteUpsertOperator) op;
+                    List<LogicalVariable> primaryKeys = new ArrayList<LogicalVariable>();
+                    List<LogicalVariable> secondaryKeys = new ArrayList<LogicalVariable>();
+                    List<LogicalVariable> additionalFilteringKeys = null;
+                    getKeys(opInsDel.getPrimaryKeyExpressions(), primaryKeys);
+                    getKeys(opInsDel.getSecondaryKeyExpressions(), secondaryKeys);
+                    if (opInsDel.getAdditionalFilteringExpressions() != null) {
+                        additionalFilteringKeys = new ArrayList<LogicalVariable>();
+                        getKeys(opInsDel.getAdditionalFilteringExpressions(), additionalFilteringKeys);
+                    }
+                    if (opInsDel.isBulkload()) {
+                        op.setPhysicalOperator(
+                                new IndexBulkloadPOperator(primaryKeys, secondaryKeys, additionalFilteringKeys,
+                                        opInsDel.getFilterExpression(), opInsDel.getDataSourceIndex()));
+                    } else {
+                        List<LogicalVariable> prevSecondaryKeys = null;
+                        LogicalVariable prevAdditionalFilteringKey = null;
+                        if (opInsDel.getOperation() == Kind.UPSERT) {
+                            prevSecondaryKeys = new ArrayList<LogicalVariable>();
+                            getKeys(opInsDel.getPrevSecondaryKeyExprs(), prevSecondaryKeys);
+                            if (opInsDel.getPrevAdditionalFilteringExpression() != null) {
+                                prevAdditionalFilteringKey = ((VariableReferenceExpression) (opInsDel
+                                        .getPrevAdditionalFilteringExpression()).getValue()).getVariableReference();
+                            }
+                        }
+                        op.setPhysicalOperator(new IndexInsertDeleteUpsertPOperator(primaryKeys, secondaryKeys,
+                                additionalFilteringKeys, opInsDel.getFilterExpression(), opInsDel.getDataSourceIndex(),
+                                prevSecondaryKeys, prevAdditionalFilteringKey));
+                    }
+                    break;
+
+                }
+                case TOKENIZE: {
+                    TokenizeOperator opTokenize = (TokenizeOperator) op;
+                    List<LogicalVariable> primaryKeys = new ArrayList<LogicalVariable>();
+                    List<LogicalVariable> secondaryKeys = new ArrayList<LogicalVariable>();
+                    getKeys(opTokenize.getPrimaryKeyExpressions(), primaryKeys);
+                    getKeys(opTokenize.getSecondaryKeyExpressions(), secondaryKeys);
+                    // Tokenize Operator only operates with a bulk load on a data set with an index
+                    if (opTokenize.isBulkload()) {
+                        op.setPhysicalOperator(
+                                new TokenizePOperator(primaryKeys, secondaryKeys, opTokenize.getDataSourceIndex()));
+                    }
+                    break;
+                }
+                case SINK: {
+                    op.setPhysicalOperator(new SinkPOperator());
+                    break;
+                }
+            }
+        }
+        if (op.hasNestedPlans()) {
+            AbstractOperatorWithNestedPlans nested = (AbstractOperatorWithNestedPlans) op;
+            for (ILogicalPlan p : nested.getNestedPlans()) {
+                setPhysicalOperators(p, false, context);
+            }
+        }
+        for (Mutable<ILogicalOperator> opRef : op.getInputs()) {
+            computeDefaultPhysicalOp((AbstractLogicalOperator) opRef.getValue(), topLevelOp, context);
+        }
+    }
+
+    private static void getKeys(List<Mutable<ILogicalExpression>> keyExpressions, List<LogicalVariable> keys) {
+        for (Mutable<ILogicalExpression> kExpr : keyExpressions) {
+            ILogicalExpression e = kExpr.getValue();
+            if (e.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new NotImplementedException();
+            }
+            keys.add(((VariableReferenceExpression) e).getVariableReference());
+        }
+    }
+
+    private static LogicalVariable getKeysAndLoad(Mutable<ILogicalExpression> payloadExpr,
+            List<Mutable<ILogicalExpression>> keyExpressions, List<LogicalVariable> keys) {
+        LogicalVariable payload;
+        if (payloadExpr.getValue().getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+            throw new NotImplementedException();
+        }
+        payload = ((VariableReferenceExpression) payloadExpr.getValue()).getVariableReference();
+
+        for (Mutable<ILogicalExpression> kExpr : keyExpressions) {
+            ILogicalExpression e = kExpr.getValue();
+            if (e.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                throw new NotImplementedException();
+            }
+            keys.add(((VariableReferenceExpression) e).getVariableReference());
+        }
+        return payload;
+    }
+
+    private static boolean generateMergeAggregationExpressions(GroupByOperator gby, IOptimizationContext context)
+            throws AlgebricksException {
+        if (gby.getNestedPlans().size() != 1) {
+            //External/Sort group-by currently works only for one nested plan with one root containing
+            //an aggregate and a nested-tuple-source.
+            throw new AlgebricksException(
+                    "External group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        ILogicalPlan p0 = gby.getNestedPlans().get(0);
+        if (p0.getRoots().size() != 1) {
+            //External/Sort group-by currently works only for one nested plan with one root containing
+            //an aggregate and a nested-tuple-source.
+            throw new AlgebricksException(
+                    "External group-by currently works only for one nested plan with one root containing"
+                            + "an aggregate and a nested-tuple-source.");
+        }
+        IMergeAggregationExpressionFactory mergeAggregationExpressionFactory = context
+                .getMergeAggregationExpressionFactory();
+        Mutable<ILogicalOperator> r0 = p0.getRoots().get(0);
+        AbstractLogicalOperator r0Logical = (AbstractLogicalOperator) r0.getValue();
+        if (r0Logical.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        AggregateOperator aggOp = (AggregateOperator) r0.getValue();
+        List<Mutable<ILogicalExpression>> aggFuncRefs = aggOp.getExpressions();
+        List<LogicalVariable> originalAggVars = aggOp.getVariables();
+        int n = aggOp.getExpressions().size();
+        List<Mutable<ILogicalExpression>> mergeExpressionRefs = new ArrayList<Mutable<ILogicalExpression>>();
+        for (int i = 0; i < n; i++) {
+            ILogicalExpression mergeExpr = mergeAggregationExpressionFactory
+                    .createMergeAggregation(originalAggVars.get(i), aggFuncRefs.get(i).getValue(), context);
+            if (mergeExpr == null) {
+                return false;
+            }
+            mergeExpressionRefs.add(new MutableObject<ILogicalExpression>(mergeExpr));
+        }
+        aggOp.setMergeExpressions(mergeExpressionRefs);
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetExecutionModeRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetExecutionModeRule.java
new file mode 100644
index 0000000..63a33b5
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SetExecutionModeRule.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * This rule sets the executionMode property of an operator, w/o introducing
+ * EXCHANGE operators in the plan. Previously, i.e. before having physical
+ * optimizations in place, we were using the IntroduceExchangeRule, which was
+ * doing both, to both set excutionMode and introduce data exchange ops.
+ *
+ * @author Nicola
+ */
+public class SetExecutionModeRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        boolean changed = OperatorManipulationUtil.setOperatorMode(op);
+        if (op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.UNPARTITIONED
+                || op.getExecutionMode() == AbstractLogicalOperator.ExecutionMode.LOCAL) {
+            return changed;
+        }
+        switch (op.getOperatorTag()) {
+        // case DISTINCT:
+        // case AGGREGATE:
+        // case GROUP:
+        // case ORDER:
+        // case INNERJOIN:
+        // case LEFTOUTERJOIN: {
+        // op.setExecutionMode(ExecutionMode.GLOBAL);
+        // return true;
+        // }
+
+            case PARTITIONINGSPLIT: {
+                throw new NotImplementedException();
+            }
+            default: {
+                return changed;
+            }
+        }
+
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SimpleUnnestToProductRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SimpleUnnestToProductRule.java
new file mode 100644
index 0000000..06fb360c
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/SimpleUnnestToProductRule.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class SimpleUnnestToProductRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN
+                && op.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return false;
+        }
+
+        Mutable<ILogicalOperator> opRef2 = op.getInputs().get(0);
+        AbstractLogicalOperator op2 = (AbstractLogicalOperator) opRef2.getValue();
+
+        if (!(op2 instanceof AbstractScanOperator) && !descOrSelfIsSourceScan(op2)) {
+            return false;
+        }
+        // Make sure that op does not use any variables produced by op2.
+        if (!opsAreIndependent(op, op2)) {
+            return false;
+        }
+
+        /**
+         * finding the boundary between left branch and right branch
+         * operator pipeline on-top-of boundaryOpRef (exclusive) is the inner branch
+         * operator pipeline under boundaryOpRef (inclusive) is the outer branch
+         */
+        Mutable<ILogicalOperator> currentOpRef = opRef;
+        Mutable<ILogicalOperator> boundaryOpRef = currentOpRef.getValue().getInputs().get(0);
+        while (currentOpRef.getValue().getInputs().size() == 1) {
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+        }
+        Mutable<ILogicalOperator> tupleSourceOpRef = currentOpRef;
+        currentOpRef = opRef;
+        if (tupleSourceOpRef.getValue().getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            while (currentOpRef.getValue().getInputs().size() == 1
+                    /*
+                     * When this rule is fired,
+                     * Unnests with a dataset function have been rewritten to DataSourceScans and
+                     * AccessMethod related rewriting hasn't been done. Therefore, we only need
+                     * to check if currentOpRef holds a DataSourceScanOperator.
+                     */
+                    && currentOpRef.getValue().getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN
+                    && descOrSelfIsSourceScan((AbstractLogicalOperator) currentOpRef.getValue())) {
+                if (opsAreIndependent(currentOpRef.getValue(), tupleSourceOpRef.getValue())) {
+                    /** move down the boundary if the operator is independent of the tuple source */
+                    boundaryOpRef = currentOpRef.getValue().getInputs().get(0);
+                } else {
+                    break;
+                }
+                currentOpRef = currentOpRef.getValue().getInputs().get(0);
+            }
+        } else {
+            //Move the boundary below any top const assigns.
+            boundaryOpRef = opRef.getValue().getInputs().get(0);
+            while (boundaryOpRef.getValue().getInputs().size() == 1
+                    /*
+                     * When this rule is fired,
+                     * Unnests with a dataset function have been rewritten to DataSourceScans and
+                     * AccessMethod related rewriting hasn't been done. Therefore, we only need
+                     * to check if boundaryOpRef holds a DataSourceScanOperator.
+                     */
+                    && boundaryOpRef.getValue().getOperatorTag() != LogicalOperatorTag.DATASOURCESCAN) {
+                List<LogicalVariable> opUsedVars = new ArrayList<LogicalVariable>();
+                VariableUtilities.getUsedVariables(boundaryOpRef.getValue(), opUsedVars);
+                if (opUsedVars.size() == 0 && OperatorPropertiesUtil.isMovable(boundaryOpRef.getValue())
+                /* We cannot freely move the location of operators tagged as un-movable. */) {
+                    // move down the boundary if the operator is a const assigns.
+                    boundaryOpRef = boundaryOpRef.getValue().getInputs().get(0);
+                } else {
+                    break;
+                }
+            }
+        }
+
+        /** join the two independent branches */
+        InnerJoinOperator join = new InnerJoinOperator(new MutableObject<ILogicalExpression>(ConstantExpression.TRUE),
+                new MutableObject<ILogicalOperator>(boundaryOpRef.getValue()),
+                new MutableObject<ILogicalOperator>(opRef.getValue()));
+        opRef.setValue(join);
+        ILogicalOperator ets = new EmptyTupleSourceOperator();
+        context.computeAndSetTypeEnvironmentForOperator(ets);
+        boundaryOpRef.setValue(ets);
+        context.computeAndSetTypeEnvironmentForOperator(boundaryOpRef.getValue());
+        context.computeAndSetTypeEnvironmentForOperator(opRef.getValue());
+        context.computeAndSetTypeEnvironmentForOperator(join);
+        return true;
+    }
+
+    private boolean descOrSelfIsSourceScan(AbstractLogicalOperator op2) {
+        // Disregard data source scans in a subplan.
+        if (op2.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        if (op2.getOperatorTag() == LogicalOperatorTag.DATASOURCESCAN
+                && op2.getOperatorTag() != LogicalOperatorTag.UNNEST) {
+            return true;
+        }
+        for (Mutable<ILogicalOperator> cRef : op2.getInputs()) {
+            AbstractLogicalOperator alo = (AbstractLogicalOperator) cRef.getValue();
+            if (descOrSelfIsSourceScan(alo)) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private boolean opsAreIndependent(ILogicalOperator unnestOp, ILogicalOperator outer) throws AlgebricksException {
+        if (unnestOp.equals(outer)) {
+            return false;
+        }
+        List<LogicalVariable> opUsedVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getUsedVariables(unnestOp, opUsedVars);
+        Set<LogicalVariable> op2LiveVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(outer, op2LiveVars);
+        for (LogicalVariable usedVar : opUsedVars) {
+            if (op2LiveVars.contains(usedVar)) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanRule.java
new file mode 100644
index 0000000..32c7e03
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanRule.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.LinkedList;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class EliminateSubplanRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    /**
+     * Eliminate Subplan above ETS
+     * and Subplan that has only ops. with one input and no free vars.
+     */
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op;
+
+        Mutable<ILogicalOperator> outerRef = subplan.getInputs().get(0);
+        AbstractLogicalOperator outerRefOp = (AbstractLogicalOperator) outerRef.getValue();
+        if (outerRefOp.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+            elimSubplanOverEts(opRef, context);
+            return true;
+        }
+        if (subplan.getNestedPlans().size() == 1 && subplan.getNestedPlans().get(0).getRoots().size() == 1
+                && !OperatorPropertiesUtil.hasFreeVariables(subplan)) {
+            if (elimOneSubplanWithNoFreeVars(opRef)) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    private boolean elimOneSubplanWithNoFreeVars(Mutable<ILogicalOperator> opRef) {
+        SubplanOperator subplan = (SubplanOperator) opRef.getValue();
+        AbstractLogicalOperator rootOp = (AbstractLogicalOperator) subplan.getNestedPlans().get(0).getRoots().get(0)
+                .getValue();
+        if (rootOp.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE
+                || rootOp.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            opRef.setValue(subplan.getInputs().get(0).getValue());
+            return true;
+        } else {
+            AbstractLogicalOperator botOp = rootOp;
+            if (botOp.getInputs().size() != 1) {
+                return false;
+            }
+            do {
+                Mutable<ILogicalOperator> botRef = botOp.getInputs().get(0);
+                botOp = (AbstractLogicalOperator) botRef.getValue();
+                if (botOp.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+                    botRef.setValue(subplan.getInputs().get(0).getValue());
+                    opRef.setValue(rootOp);
+                    return true;
+                }
+            } while (botOp.getInputs().size() == 1);
+            return false;
+        }
+    }
+
+    private void elimSubplanOverEts(Mutable<ILogicalOperator> opRef, IOptimizationContext ctx)
+            throws AlgebricksException {
+        SubplanOperator subplan = (SubplanOperator) opRef.getValue();
+        for (ILogicalPlan p : subplan.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                OperatorManipulationUtil.ntsToEts(r, ctx);
+            }
+        }
+        LinkedList<Mutable<ILogicalOperator>> allRoots = subplan.allRootsInReverseOrder();
+        if (allRoots.size() == 1) {
+            opRef.setValue(allRoots.get(0).getValue());
+        } else {
+            ILogicalOperator topOp = null;
+            for (Mutable<ILogicalOperator> r : allRoots) {
+                if (topOp == null) {
+                    topOp = r.getValue();
+                } else {
+                    InnerJoinOperator j = new InnerJoinOperator(
+                            new MutableObject<ILogicalExpression>(ConstantExpression.TRUE));
+                    j.getInputs().add(new MutableObject<ILogicalOperator>(topOp));
+                    j.getInputs().add(r);
+                    ctx.setOutputTypeEnvironment(j, j.computeOutputTypeEnvironment(ctx));
+                    topOp = j;
+                }
+            }
+            opRef.setValue(topOp);
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanWithInputCardinalityOneRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanWithInputCardinalityOneRule.java
new file mode 100644
index 0000000..b01bb43
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/EliminateSubplanWithInputCardinalityOneRule.java
@@ -0,0 +1,188 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * This rule eliminates a subplan with the following pattern:
+ * -- SUBPLAN
+ * -- OP (where OP produces exactly one tuple)
+ * The live variables at OP will not be used after SUBPLAN.
+ * Note: This rule must be applied after
+ * the RemoveRedundantVariablesRule (to avoid the lineage analysis of variable cardinality).
+ *
+ * @author yingyib
+ */
+public class EliminateSubplanWithInputCardinalityOneRule implements IAlgebraicRewriteRule {
+    /** The pointer to the topmost operator */
+    private Mutable<ILogicalOperator> rootRef;
+    /** Whether the rule has even been invoked */
+    private boolean invoked = false;
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context) {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (!invoked) {
+            rootRef = opRef;
+            invoked = true;
+        }
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getInputs().size() <= 0) {
+            return false;
+        }
+        boolean changed = false;
+        for (Mutable<ILogicalOperator> subplanRef : op.getInputs()) {
+            AbstractLogicalOperator op1 = (AbstractLogicalOperator) subplanRef.getValue();
+            if (op1.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+                continue;
+            }
+
+            SubplanOperator subplan = (SubplanOperator) op1;
+            Set<LogicalVariable> usedVarsUp = new ListSet<LogicalVariable>();
+            OperatorPropertiesUtil.getFreeVariablesInPath(rootRef.getValue(), subplan, usedVarsUp);
+            // TODO(buyingyi): figure out the rewriting for subplan operators with multiple subplans.
+            if (subplan.getNestedPlans().size() != 1) {
+                continue;
+            }
+
+            ILogicalOperator subplanInputOperator = subplan.getInputs().get(0).getValue();
+            Set<LogicalVariable> subplanInputVars = new ListSet<LogicalVariable>();
+            VariableUtilities.getLiveVariables(subplanInputOperator, subplanInputVars);
+            int subplanInputVarSize = subplanInputVars.size();
+            subplanInputVars.removeAll(usedVarsUp);
+            // Makes sure the free variables are only used in the subplan.
+            if (subplanInputVars.size() < subplanInputVarSize) {
+                continue;
+            }
+            Set<LogicalVariable> freeVars = new ListSet<LogicalVariable>();
+            OperatorPropertiesUtil.getFreeVariablesInSubplans(subplan, freeVars);
+            boolean cardinalityOne = isCardinalityOne(subplan.getInputs().get(0), freeVars);
+            if (cardinalityOne) {
+                /** If the cardinality of freeVars in the subplan is one, the subplan can be removed. */
+                ILogicalPlan plan = subplan.getNestedPlans().get(0);
+
+                List<Mutable<ILogicalOperator>> rootRefs = plan.getRoots();
+                // TODO(buyingyi): investigate the case of multi-root plans.
+                if (rootRefs.size() != 1) {
+                    continue;
+                }
+
+                // Replaces all Nts' in the nested plan with the Subplan input operator or its deep copy.
+                ILogicalOperator topOperator = rootRefs.get(0).getValue();
+                ReplaceNtsWithSubplanInputOperatorVisitor visitor = new ReplaceNtsWithSubplanInputOperatorVisitor(
+                        context, subplan);
+                ILogicalOperator newTopOperator = topOperator.accept(visitor, null);
+                subplanRef.setValue(newTopOperator);
+                OperatorManipulationUtil.computeTypeEnvironmentBottomUp(newTopOperator, context);
+                changed = true;
+            } else {
+                continue;
+            }
+        }
+        return changed;
+    }
+
+    /**
+     * Whether the cardinality of the input free variables are one.
+     *
+     * @param opRef
+     *            the operator to be checked (including its input operators)
+     * @param freeVars
+     *            variables to be checked for produced operators
+     * @return true if every input variable has cardinality one; false otherwise.
+     * @throws AlgebricksException
+     */
+    private boolean isCardinalityOne(Mutable<ILogicalOperator> opRef, Set<LogicalVariable> freeVars)
+            throws AlgebricksException {
+        Set<LogicalVariable> varsWithCardinalityOne = new ListSet<LogicalVariable>();
+        Set<LogicalVariable> varsLiveAtUnnestAndJoin = new ListSet<LogicalVariable>();
+        isCardinalityOne(opRef, freeVars, varsWithCardinalityOne, varsLiveAtUnnestAndJoin);
+        varsWithCardinalityOne.removeAll(varsLiveAtUnnestAndJoin);
+        return varsWithCardinalityOne.equals(freeVars);
+    }
+
+    /**
+     * Recursively adding variables which has cardinality one into the input free variable set.
+     *
+     * @param opRef
+     *            , the current operator reference.
+     * @param freeVars
+     *            , a set of variables.
+     * @param varsWithCardinalityOne
+     *            , variables in the free variable set with cardinality one at the time they are created.
+     * @param varsLiveAtUnnestAndJoin
+     *            , live variables at Unnest and Join. The cardinalities of those variables can become more than one
+     *            even if their cardinalities were one at the time those variables were created.
+     * @throws AlgebricksException
+     */
+    private void isCardinalityOne(Mutable<ILogicalOperator> opRef, Set<LogicalVariable> freeVars,
+            Set<LogicalVariable> varsWithCardinalityOne, Set<LogicalVariable> varsLiveAtUnnestAndJoin)
+                    throws AlgebricksException {
+        AbstractLogicalOperator operator = (AbstractLogicalOperator) opRef.getValue();
+        List<LogicalVariable> liveVars = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(operator, liveVars);
+
+        if (OperatorPropertiesUtil.isCardinalityOne(operator)) {
+            for (LogicalVariable liveVar : liveVars) {
+                if (freeVars.contains(liveVar)) {
+                    varsWithCardinalityOne.add(liveVar);
+                }
+            }
+        } else {
+            // Operators with the following tags could still have have cardinality one,
+            // hence they are in this "else" branch.
+            if (operator.getOperatorTag() == LogicalOperatorTag.UNNEST
+                    || operator.getOperatorTag() == LogicalOperatorTag.INNERJOIN
+                    || operator.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
+                VariableUtilities.getLiveVariables(operator, varsLiveAtUnnestAndJoin);
+            }
+        }
+
+        if (varsWithCardinalityOne.size() == freeVars.size()) {
+            return;
+        }
+        for (Mutable<ILogicalOperator> childRef : operator.getInputs()) {
+            isCardinalityOne(childRef, freeVars, varsWithCardinalityOne, varsLiveAtUnnestAndJoin);
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java
new file mode 100644
index 0000000..3e65d91
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceGroupByForSubplanRule.java
@@ -0,0 +1,337 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.common.utils.Pair;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.plan.ALogicalPlanImpl;
+import org.apache.hyracks.algebricks.core.algebra.properties.FunctionalDependency;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+import org.apache.hyracks.algebricks.rewriter.util.PhysicalOptimizationsUtil;
+
+/**
+ * The rule searches for SUBPLAN operator with a optional PROJECT operator and
+ * an AGGREGATE followed by a join operator.
+ *
+ * <pre>
+ * Before
+ *
+ *   plan__parent
+ *   SUBPLAN {
+ *     PROJECT?
+ *     AGGREGATE
+ *     plan__nested_A
+ *     INNER_JOIN | LEFT_OUTER_JOIN ($condition, $left, $right)
+ *       plan__nested_B
+ *   }
+ *   plan__child
+ *
+ *   where $condition does not equal a constant true.
+ *
+ * After (This is a general application of the rule, specifics may vary based on the query plan.)
+ *
+ *   plan__parent
+ *   GROUP_BY {
+ *     PROJECT?
+ *     AGGREGATE
+ *     plan__nested_A
+ *     SELECT( algebricks:not( is_null( $right ) ) )
+ *     NESTED_TUPLE_SOURCE
+ *   }
+ *   SUBPLAN {
+ *     INNER_JOIN | LEFT_OUTER_JOIN ($condition, $left, $right)
+ *       plan__nested_B
+ *   }
+ *   plan__child
+ * </pre>
+ *
+ * @author prestonc
+ */
+
+public class IntroduceGroupByForSubplanRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
+        if (op0.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op0;
+
+        Iterator<ILogicalPlan> plansIter = subplan.getNestedPlans().iterator();
+        ILogicalPlan p = null;
+        while (plansIter.hasNext()) {
+            p = plansIter.next();
+        }
+        if (p == null) {
+            return false;
+        }
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> subplanRoot = p.getRoots().get(0);
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) subplanRoot.getValue();
+
+        Mutable<ILogicalOperator> botRef = subplanRoot;
+        AbstractLogicalOperator op2;
+        // Project is optional
+        if (op1.getOperatorTag() != LogicalOperatorTag.PROJECT) {
+            op2 = op1;
+        } else {
+            ProjectOperator project = (ProjectOperator) op1;
+            botRef = project.getInputs().get(0);
+            op2 = (AbstractLogicalOperator) botRef.getValue();
+        }
+        if (op2.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+            return false;
+        }
+        AggregateOperator aggregate = (AggregateOperator) op2;
+
+        Set<LogicalVariable> free = new HashSet<LogicalVariable>();
+        VariableUtilities.getUsedVariables(aggregate, free);
+
+        Mutable<ILogicalOperator> op3Ref = aggregate.getInputs().get(0);
+        AbstractLogicalOperator op3 = (AbstractLogicalOperator) op3Ref.getValue();
+
+        while (op3.getInputs().size() == 1) {
+            Set<LogicalVariable> prod = new HashSet<LogicalVariable>();
+            VariableUtilities.getProducedVariables(op3, prod);
+            free.removeAll(prod);
+            VariableUtilities.getUsedVariables(op3, free);
+            botRef = op3Ref;
+            op3Ref = op3.getInputs().get(0);
+            op3 = (AbstractLogicalOperator) op3Ref.getValue();
+        }
+
+        if (op3.getOperatorTag() != LogicalOperatorTag.INNERJOIN
+                && op3.getOperatorTag() != LogicalOperatorTag.LEFTOUTERJOIN) {
+            return false;
+        }
+        AbstractBinaryJoinOperator join = (AbstractBinaryJoinOperator) op3;
+        if (join.getCondition().getValue() == ConstantExpression.TRUE) {
+            return false;
+        }
+        VariableUtilities.getUsedVariables(join, free);
+
+        AbstractLogicalOperator b0 = (AbstractLogicalOperator) join.getInputs().get(0).getValue();
+        // see if there's an NTS at the end of the pipeline
+        NestedTupleSourceOperator outerNts = getNts(b0);
+        if (outerNts == null) {
+            AbstractLogicalOperator b1 = (AbstractLogicalOperator) join.getInputs().get(1).getValue();
+            outerNts = getNts(b1);
+            if (outerNts == null) {
+                return false;
+            }
+        }
+
+        Set<LogicalVariable> pkVars = computeGbyVars(outerNts, free, context);
+        if (pkVars == null || pkVars.size() < 1) {
+            // there is no non-trivial primary key, group-by keys are all live variables
+            // that were produced by descendant or self
+            ILogicalOperator subplanInput = subplan.getInputs().get(0).getValue();
+            pkVars = new HashSet<LogicalVariable>();
+            //get live variables
+            VariableUtilities.getLiveVariables(subplanInput, pkVars);
+
+            //get produced variables
+            Set<LogicalVariable> producedVars = new HashSet<LogicalVariable>();
+            VariableUtilities.getProducedVariablesInDescendantsAndSelf(subplanInput, producedVars);
+
+            //retain the intersection
+            pkVars.retainAll(producedVars);
+        }
+        AlgebricksConfig.ALGEBRICKS_LOGGER.fine("Found FD for introducing group-by: " + pkVars);
+
+        Mutable<ILogicalOperator> rightRef = join.getInputs().get(1);
+        LogicalVariable testForNull = null;
+        AbstractLogicalOperator right = (AbstractLogicalOperator) rightRef.getValue();
+        switch (right.getOperatorTag()) {
+            case UNNEST: {
+                UnnestOperator innerUnnest = (UnnestOperator) right;
+                // Select [ $y != null ]
+                testForNull = innerUnnest.getVariable();
+                break;
+            }
+            case RUNNINGAGGREGATE: {
+                ILogicalOperator inputToRunningAggregate = right.getInputs().get(0).getValue();
+                Set<LogicalVariable> producedVars = new ListSet<LogicalVariable>();
+                VariableUtilities.getProducedVariables(inputToRunningAggregate, producedVars);
+                if (!producedVars.isEmpty()) {
+                    // Select [ $y != null ]
+                    testForNull = producedVars.iterator().next();
+                }
+                break;
+            }
+            case DATASOURCESCAN: {
+                DataSourceScanOperator innerScan = (DataSourceScanOperator) right;
+                // Select [ $y != null ]
+                if (innerScan.getVariables().size() == 1) {
+                    testForNull = innerScan.getVariables().get(0);
+                }
+                break;
+            }
+            default:
+                break;
+        }
+        if (testForNull == null) {
+            testForNull = context.newVar();
+            AssignOperator tmpAsgn = new AssignOperator(testForNull,
+                    new MutableObject<ILogicalExpression>(ConstantExpression.TRUE));
+            tmpAsgn.getInputs().add(new MutableObject<ILogicalOperator>(rightRef.getValue()));
+            rightRef.setValue(tmpAsgn);
+            context.computeAndSetTypeEnvironmentForOperator(tmpAsgn);
+        }
+
+        IFunctionInfo finfoEq = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.IS_NULL);
+        ILogicalExpression isNullTest = new ScalarFunctionCallExpression(finfoEq,
+                new MutableObject<ILogicalExpression>(new VariableReferenceExpression(testForNull)));
+        IFunctionInfo finfoNot = context.getMetadataProvider().lookupFunction(AlgebricksBuiltinFunctions.NOT);
+        ScalarFunctionCallExpression nonNullTest = new ScalarFunctionCallExpression(finfoNot,
+                new MutableObject<ILogicalExpression>(isNullTest));
+        SelectOperator selectNonNull = new SelectOperator(new MutableObject<ILogicalExpression>(nonNullTest), false,
+                null);
+        GroupByOperator g = new GroupByOperator();
+        Mutable<ILogicalOperator> newSubplanRef = new MutableObject<ILogicalOperator>(subplan);
+        NestedTupleSourceOperator nts = new NestedTupleSourceOperator(new MutableObject<ILogicalOperator>(g));
+        opRef.setValue(g);
+        selectNonNull.getInputs().add(new MutableObject<ILogicalOperator>(nts));
+
+        List<Mutable<ILogicalOperator>> prodInpList = botRef.getValue().getInputs();
+        prodInpList.clear();
+        prodInpList.add(new MutableObject<ILogicalOperator>(selectNonNull));
+
+        ILogicalPlan gPlan = new ALogicalPlanImpl(new MutableObject<ILogicalOperator>(subplanRoot.getValue()));
+        g.getNestedPlans().add(gPlan);
+        subplanRoot.setValue(op3Ref.getValue());
+        g.getInputs().add(newSubplanRef);
+
+        HashSet<LogicalVariable> underVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(subplan.getInputs().get(0).getValue(), underVars);
+        underVars.removeAll(pkVars);
+        Map<LogicalVariable, LogicalVariable> mappedVars = buildVarExprList(pkVars, context, g, g.getGroupByList());
+        context.updatePrimaryKeys(mappedVars);
+        for (LogicalVariable uv : underVars) {
+            g.getDecorList().add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(null,
+                    new MutableObject<ILogicalExpression>(new VariableReferenceExpression(uv))));
+        }
+        OperatorPropertiesUtil.typeOpRec(subplanRoot, context);
+        OperatorPropertiesUtil.typeOpRec(gPlan.getRoots().get(0), context);
+        context.computeAndSetTypeEnvironmentForOperator(g);
+        return true;
+    }
+
+    private NestedTupleSourceOperator getNts(AbstractLogicalOperator op) {
+        AbstractLogicalOperator alo = op;
+        do {
+            if (alo.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+                return (NestedTupleSourceOperator) alo;
+            }
+            if (alo.getInputs().size() != 1) {
+                return null;
+            }
+            alo = (AbstractLogicalOperator) alo.getInputs().get(0).getValue();
+        } while (true);
+    }
+
+    protected Set<LogicalVariable> computeGbyVars(AbstractLogicalOperator op, Set<LogicalVariable> freeVars,
+            IOptimizationContext context) throws AlgebricksException {
+        PhysicalOptimizationsUtil.computeFDsAndEquivalenceClasses(op, context);
+        List<FunctionalDependency> fdList = context.getFDList(op);
+        if (fdList == null) {
+            return null;
+        }
+        // check if any of the FDs is a key
+        List<LogicalVariable> all = new ArrayList<LogicalVariable>();
+        VariableUtilities.getLiveVariables(op, all);
+        all.retainAll(freeVars);
+        for (FunctionalDependency fd : fdList) {
+            if (fd.getTail().containsAll(all)) {
+                return new HashSet<LogicalVariable>(fd.getHead());
+            }
+        }
+        return null;
+    }
+
+    private Map<LogicalVariable, LogicalVariable> buildVarExprList(Collection<LogicalVariable> vars,
+            IOptimizationContext context, GroupByOperator g,
+            List<Pair<LogicalVariable, Mutable<ILogicalExpression>>> outVeList) throws AlgebricksException {
+        Map<LogicalVariable, LogicalVariable> m = new HashMap<LogicalVariable, LogicalVariable>();
+        for (LogicalVariable ov : vars) {
+            LogicalVariable newVar = context.newVar();
+            ILogicalExpression varExpr = new VariableReferenceExpression(newVar);
+            outVeList.add(new Pair<LogicalVariable, Mutable<ILogicalExpression>>(ov,
+                    new MutableObject<ILogicalExpression>(varExpr)));
+            for (ILogicalPlan p : g.getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    OperatorManipulationUtil.substituteVarRec((AbstractLogicalOperator) r.getValue(), ov, newVar, true,
+                            context);
+                }
+            }
+            AbstractLogicalOperator opUnder = (AbstractLogicalOperator) g.getInputs().get(0).getValue();
+            OperatorManipulationUtil.substituteVarRec(opUnder, ov, newVar, true, context);
+            m.put(ov, newVar);
+        }
+        return m;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java
new file mode 100644
index 0000000..93af981
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/IntroduceLeftOuterJoinForSubplanRule.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.Iterator;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+public class IntroduceLeftOuterJoinForSubplanRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
+        if (op0.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op0;
+
+        Iterator<ILogicalPlan> plansIter = subplan.getNestedPlans().iterator();
+        ILogicalPlan p = null;
+        while (plansIter.hasNext()) {
+            p = plansIter.next();
+        }
+        if (p == null) {
+            return false;
+        }
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> subplanRoot = p.getRoots().get(0);
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) subplanRoot.getValue();
+        Mutable<ILogicalOperator> opUnder = subplan.getInputs().get(0);
+
+        if (OperatorPropertiesUtil.isNullTest((AbstractLogicalOperator) opUnder.getValue())) {
+            return false;
+        }
+
+        switch (op1.getOperatorTag()) {
+            case INNERJOIN: {
+                InnerJoinOperator join = (InnerJoinOperator) op1;
+                Mutable<ILogicalOperator> leftRef = join.getInputs().get(0);
+                Mutable<ILogicalOperator> rightRef = join.getInputs().get(1);
+
+                Mutable<ILogicalOperator> ntsRef = getNtsAtEndOfPipeline(leftRef);
+                if (ntsRef == null) {
+                    ntsRef = getNtsAtEndOfPipeline(rightRef);
+                    if (ntsRef == null) {
+                        return false;
+                    } else {
+                        Mutable<ILogicalOperator> t = leftRef;
+                        leftRef = rightRef;
+                        rightRef = t;
+                    }
+                }
+                ntsRef.setValue(opUnder.getValue());
+                LeftOuterJoinOperator loj = new LeftOuterJoinOperator(join.getCondition());
+                loj.getInputs().add(leftRef);
+                loj.getInputs().add(rightRef);
+                opRef.setValue(loj);
+                context.computeAndSetTypeEnvironmentForOperator(loj);
+                return true;
+            }
+            case LEFTOUTERJOIN: {
+                LeftOuterJoinOperator join = (LeftOuterJoinOperator) op1;
+                Mutable<ILogicalOperator> leftRef = join.getInputs().get(0);
+                Mutable<ILogicalOperator> ntsRef = getNtsAtEndOfPipeline(leftRef);
+                if (ntsRef == null) {
+                    return false;
+                }
+                ntsRef.setValue(opUnder.getValue());
+                opRef.setValue(join);
+                context.computeAndSetTypeEnvironmentForOperator(join);
+                return true;
+            }
+            default: {
+                return false;
+            }
+        }
+    }
+
+    private Mutable<ILogicalOperator> getNtsAtEndOfPipeline(Mutable<ILogicalOperator> opRef) {
+        AbstractLogicalOperator op = (AbstractLogicalOperator) opRef.getValue();
+        if (op.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            return opRef;
+        }
+        if (op.getInputs().size() != 1) {
+            return null;
+        }
+        return getNtsAtEndOfPipeline(op.getInputs().get(0));
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/MoveFreeVariableOperatorOutOfSubplanRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/MoveFreeVariableOperatorOutOfSubplanRule.java
new file mode 100644
index 0000000..d176d05
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/MoveFreeVariableOperatorOutOfSubplanRule.java
@@ -0,0 +1,187 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.HashSet;
+import java.util.ListIterator;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.rewriter.rules.AbstractDecorrelationRule;
+
+/**
+ * The rule searches for operators that can be moved outside the subplan.
+ *
+ * <pre>
+ * Before
+ *
+ *   %PARENT_PLAN
+ *   SUBPLAN{
+ *     %NESTED_OPERATORS_B+
+ *     ASSIGN || %SUBPLAN
+ *     %NESTED_OPERATORS_A*
+ *     NESTEDTUPLESOURCE
+ *   }
+ *   %CHILD_PLAN
+ *
+ *   where
+ *     %SUBPLAN has one nested plan with a root AGGREGATE operator.
+ *
+ * After
+ *
+ *   %PARENT_PLAN
+ *   SUBPLAN{
+ *     %NESTED_OPERATORS_B+
+ *     %NESTED_OPERATORS_A*
+ *     NESTEDTUPLESOURCE
+ *   }
+ *   ASSIGN || %SUBPLAN
+ *   %CHILD_PLAN
+ * </pre>
+ */
+public class MoveFreeVariableOperatorOutOfSubplanRule extends AbstractDecorrelationRule {
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
+        if (op0.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+            return false;
+        }
+        SubplanOperator subplan = (SubplanOperator) op0;
+
+        Mutable<ILogicalOperator> leftRef = subplan.getInputs().get(0);
+        if (((AbstractLogicalOperator) leftRef.getValue()).getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+            return false;
+        }
+
+        ListIterator<ILogicalPlan> plansIter = subplan.getNestedPlans().listIterator();
+        ILogicalPlan p = null;
+        while (plansIter.hasNext()) {
+            p = plansIter.next();
+        }
+        if (p == null) {
+            return false;
+        }
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> opRef1 = p.getRoots().get(0);
+
+        //The root operator will not be movable. Start with the second op
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) opRef1.getValue();
+        if (op1.getInputs().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> op2Ref = op1.getInputs().get(0);
+
+        //Get all variables that come from outside of the loop
+        Set<LogicalVariable> free = new HashSet<LogicalVariable>();
+        OperatorPropertiesUtil.getFreeVariablesInSelfOrDesc(op1, free);
+
+        while (op2Ref != null) {
+            //Get the operator that we want to look at
+            AbstractLogicalOperator op2 = (AbstractLogicalOperator) op2Ref.getValue();
+
+            //Make sure we are looking at subplan with a scan/join
+            if (op2.getInputs().size() != 1 || !descOrSelfIsScanOrJoin(op2)) {
+                return false;
+            }
+            boolean notApplicable = false;
+
+            //Get its used variables
+            Set<LogicalVariable> used = new HashSet<LogicalVariable>();
+
+            //not movable if the operator is not an assign or subplan
+            //Might be helpful in the future for other operations in the future
+            if (movableOperator(op2.getOperatorTag())) {
+                if (op2.getOperatorTag() == LogicalOperatorTag.ASSIGN) {
+                    VariableUtilities.getUsedVariables(op2, used);
+                } else if (op2.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+                    // Nested plan must have an aggregate root.
+                    ListIterator<ILogicalPlan> subplansIter = ((SubplanOperator) op2).getNestedPlans().listIterator();
+                    ILogicalPlan plan = null;
+                    while (subplansIter.hasNext()) {
+                        plan = subplansIter.next();
+                    }
+                    if (plan == null) {
+                        return false;
+                    }
+                    if (plan.getRoots().size() != 1) {
+                        return false;
+                    }
+                    ILogicalOperator op3 = plan.getRoots().get(0).getValue();
+                    if (op3.getOperatorTag() != LogicalOperatorTag.AGGREGATE) {
+                        return false;
+                    }
+                    // Used variables do not include ones created in the subplan.
+                    VariableUtilities.getUsedVariables(op2, used);
+                    Set<LogicalVariable> subplanProducedAndDown = new HashSet<LogicalVariable>();
+                    VariableUtilities.getProducedVariablesInDescendantsAndSelf(op3, subplanProducedAndDown);
+                    used.removeAll(subplanProducedAndDown);
+                } else {
+                    notApplicable = true;
+                }
+            } else {
+                notApplicable = true;
+            }
+
+            //Make sure that all of its used variables come from outside
+            for (LogicalVariable var : used) {
+                if (!free.contains(var)) {
+                    notApplicable = true;
+                }
+            }
+
+            if (notApplicable) {
+                op2Ref = op2.getInputs().get(0);
+            } else {
+                //Make the input of op2 be the input of op1
+                op2Ref.setValue(op2.getInputs().get(0).getValue());
+
+                //Make the outside of the subplan the input of op2
+                Mutable<ILogicalOperator> outsideRef = op2.getInputs().get(0);
+                outsideRef.setValue(op0.getInputs().get(0).getValue());
+
+                //Make op2 the input of the subplan
+                Mutable<ILogicalOperator> op2OutsideRef = op0.getInputs().get(0);
+                op2OutsideRef.setValue(op2);
+
+                return true;
+            }
+
+        }
+        return false;
+    }
+
+    protected boolean movableOperator(LogicalOperatorTag operatorTag) {
+        return (operatorTag == LogicalOperatorTag.ASSIGN || operatorTag == LogicalOperatorTag.SUBPLAN);
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/NestedSubplanToJoinRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/NestedSubplanToJoinRule.java
new file mode 100644
index 0000000..35c7e4e
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/NestedSubplanToJoinRule.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * replace Subplan operators with nested loop joins where the join condition is true, if the Subplan
+ * does not contain free variables (does not have correlations to the input stream).
+ *
+ * @author yingyib
+ */
+public class NestedSubplanToJoinRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        if (context.checkIfInDontApplySet(this, opRef.getValue()))
+            return false;
+        context.addToDontApplySet(this, opRef.getValue());
+
+        ILogicalOperator op1 = opRef.getValue();
+        if (op1.getInputs().size() == 0) {
+            return false;
+        }
+
+        boolean rewritten = false;
+        for (int index = 0; index < op1.getInputs().size(); index++) {
+            AbstractLogicalOperator child = (AbstractLogicalOperator) op1.getInputs().get(index).getValue();
+            if (child.getOperatorTag() != LogicalOperatorTag.SUBPLAN) {
+                continue;
+            }
+
+            AbstractOperatorWithNestedPlans subplan = (AbstractOperatorWithNestedPlans) child;
+            Set<LogicalVariable> freeVars = new HashSet<LogicalVariable>();
+            OperatorPropertiesUtil.getFreeVariablesInSubplans(subplan, freeVars);
+            if (!freeVars.isEmpty()) {
+                /**
+                 * the subplan is correlated with the outer plan, other rules can deal with it
+                 */
+                continue;
+            }
+
+            /** get the input operator of the subplan operator */
+            ILogicalOperator subplanInput = subplan.getInputs().get(0).getValue();
+            AbstractLogicalOperator subplanInputOp = (AbstractLogicalOperator) subplanInput;
+
+            /** If the other join branch is a trivial plan, do not do the rewriting. */
+            if (subplanInputOp.getOperatorTag() == LogicalOperatorTag.EMPTYTUPLESOURCE) {
+                continue;
+            }
+
+            /** get all nested top operators */
+            List<ILogicalPlan> nestedPlans = subplan.getNestedPlans();
+            List<Mutable<ILogicalOperator>> nestedRoots = new ArrayList<Mutable<ILogicalOperator>>();
+            for (ILogicalPlan nestedPlan : nestedPlans) {
+                nestedRoots.addAll(nestedPlan.getRoots());
+            }
+            if (nestedRoots.size() == 0) {
+                /** there is no nested top operators */
+                continue;
+            }
+
+            /**
+             * Expends the input and roots into a DAG of nested loop joins.
+             * Though joins should be left-outer joins, a left-outer join with condition TRUE is equivalent to an inner join.
+             **/
+            Mutable<ILogicalExpression> expr = new MutableObject<ILogicalExpression>(ConstantExpression.TRUE);
+            Mutable<ILogicalOperator> nestedRootRef = nestedRoots.get(0);
+            ILogicalOperator join = new InnerJoinOperator(expr, new MutableObject<ILogicalOperator>(subplanInput),
+                    nestedRootRef);
+
+            /** rewrite the nested tuple source to be empty tuple source */
+            rewriteNestedTupleSource(nestedRootRef, context);
+
+            for (int i = 1; i < nestedRoots.size(); i++) {
+                join = new InnerJoinOperator(expr, new MutableObject<ILogicalOperator>(join), nestedRoots.get(i));
+            }
+            op1.getInputs().get(index).setValue(join);
+            context.computeAndSetTypeEnvironmentForOperator(join);
+            rewritten = true;
+        }
+        return rewritten;
+    }
+
+    /**
+     * rewrite NestedTupleSource operators to EmptyTupleSource operators
+     *
+     * @param nestedRootRef
+     */
+    private void rewriteNestedTupleSource(Mutable<ILogicalOperator> nestedRootRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator nestedRoot = (AbstractLogicalOperator) nestedRootRef.getValue();
+        if (nestedRoot.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            ILogicalOperator ets = new EmptyTupleSourceOperator();
+            nestedRootRef.setValue(ets);
+            context.computeAndSetTypeEnvironmentForOperator(ets);
+        }
+        List<Mutable<ILogicalOperator>> inputs = nestedRoot.getInputs();
+        for (Mutable<ILogicalOperator> input : inputs) {
+            rewriteNestedTupleSource(input, context);
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/PushSubplanIntoGroupByRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/PushSubplanIntoGroupByRule.java
new file mode 100644
index 0000000..042de2c
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/PushSubplanIntoGroupByRule.java
@@ -0,0 +1,209 @@
+/*
+
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.utils.ListSet;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorManipulationUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * This rule pushes an array of subplans on top of a group-by into the
+ * nested plan of the group-by.
+ *
+ * @author yingyib
+ */
+
+public class PushSubplanIntoGroupByRule implements IAlgebraicRewriteRule {
+    /** Stores used variables above the current operator. */
+    private final Set<LogicalVariable> usedVarsSoFar = new HashSet<LogicalVariable>();
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        ILogicalOperator parentOperator = opRef.getValue();
+        if (context.checkIfInDontApplySet(this, parentOperator)) {
+            return false;
+        }
+        context.addToDontApplySet(this, parentOperator);
+        VariableUtilities.getUsedVariables(parentOperator, usedVarsSoFar);
+        if (parentOperator.getInputs().size() <= 0) {
+            return false;
+        }
+        boolean changed = false;
+        GroupByOperator gby = null;
+        for (Mutable<ILogicalOperator> ref : parentOperator.getInputs()) {
+            AbstractLogicalOperator op = (AbstractLogicalOperator) ref.getValue();
+            /** Only processes subplan operator. */
+            List<SubplanOperator> subplans = new ArrayList<SubplanOperator>();
+            if (op.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+                while (op.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+                    SubplanOperator currentSubplan = (SubplanOperator) op;
+                    subplans.add(currentSubplan);
+                    op = (AbstractLogicalOperator) op.getInputs().get(0).getValue();
+                }
+                /** Only processes the case a group-by operator is the input of the subplan operators. */
+                if (op.getOperatorTag() == LogicalOperatorTag.GROUP) {
+                    gby = (GroupByOperator) op;
+                    List<ILogicalPlan> newGbyNestedPlans = new ArrayList<ILogicalPlan>();
+                    for (SubplanOperator subplan : subplans) {
+                        List<ILogicalPlan> subplanNestedPlans = subplan.getNestedPlans();
+                        List<ILogicalPlan> gbyNestedPlans = gby.getNestedPlans();
+                        List<ILogicalPlan> subplanNestedPlansToRemove = new ArrayList<ILogicalPlan>();
+                        for (ILogicalPlan subplanNestedPlan : subplanNestedPlans) {
+                            List<Mutable<ILogicalOperator>> rootOpRefs = subplanNestedPlan.getRoots();
+                            List<Mutable<ILogicalOperator>> rootOpRefsToRemove = new ArrayList<Mutable<ILogicalOperator>>();
+                            for (Mutable<ILogicalOperator> rootOpRef : rootOpRefs) {
+                                /** Gets free variables in the root operator of a nested plan and its descent. */
+                                Set<LogicalVariable> freeVars = new ListSet<LogicalVariable>();
+                                VariableUtilities.getUsedVariablesInDescendantsAndSelf(rootOpRef.getValue(), freeVars);
+                                Set<LogicalVariable> producedVars = new ListSet<LogicalVariable>();
+                                VariableUtilities.getProducedVariablesInDescendantsAndSelf(rootOpRef.getValue(),
+                                        producedVars);
+                                freeVars.removeAll(producedVars);
+                                /** * Checks whether the above freeVars are all contained in live variables * of one nested plan inside the group-by operator. * If yes, then the subplan can be pushed into the nested plan of the group-by. */
+                                for (ILogicalPlan gbyNestedPlanOriginal : gbyNestedPlans) {
+                                    // add a subplan in the original gby
+                                    if (!newGbyNestedPlans.contains(gbyNestedPlanOriginal)) {
+                                        newGbyNestedPlans.add(gbyNestedPlanOriginal);
+                                    }
+
+                                    // add a pushed subplan
+                                    ILogicalPlan gbyNestedPlan = OperatorManipulationUtil.deepCopy(
+                                            gbyNestedPlanOriginal, context);
+                                    List<Mutable<ILogicalOperator>> gbyRootOpRefs = gbyNestedPlan.getRoots();
+                                    for (int rootIndex = 0; rootIndex < gbyRootOpRefs.size(); rootIndex++) {
+                                        //set the nts for a original subplan
+                                        Mutable<ILogicalOperator> originalGbyRootOpRef = gbyNestedPlanOriginal
+                                                .getRoots().get(rootIndex);
+                                        Mutable<ILogicalOperator> originalGbyNtsRef = downToNts(originalGbyRootOpRef);
+                                        NestedTupleSourceOperator originalNts = (NestedTupleSourceOperator) originalGbyNtsRef
+                                                .getValue();
+                                        originalNts.setDataSourceReference(new MutableObject<ILogicalOperator>(gby));
+
+                                        //push a new subplan if possible
+                                        Mutable<ILogicalOperator> gbyRootOpRef = gbyRootOpRefs.get(rootIndex);
+                                        Set<LogicalVariable> liveVars = new ListSet<LogicalVariable>();
+                                        VariableUtilities.getLiveVariables(gbyRootOpRef.getValue(), liveVars);
+                                        if (liveVars.containsAll(freeVars)) {
+                                            /** Does the actual push. */
+                                            Mutable<ILogicalOperator> ntsRef = downToNts(rootOpRef);
+                                            ntsRef.setValue(gbyRootOpRef.getValue());
+                                            // Removes unused vars.
+                                            AggregateOperator aggOp = (AggregateOperator) gbyRootOpRef.getValue();
+                                            for (int varIndex = aggOp.getVariables().size() - 1; varIndex >= 0; varIndex--) {
+                                                if (!freeVars.contains(aggOp.getVariables().get(varIndex))) {
+                                                    aggOp.getVariables().remove(varIndex);
+                                                    aggOp.getExpressions().remove(varIndex);
+                                                }
+                                            }
+
+                                            gbyRootOpRef.setValue(rootOpRef.getValue());
+                                            rootOpRefsToRemove.add(rootOpRef);
+
+                                            // Sets the nts for a new pushed plan.
+                                            Mutable<ILogicalOperator> oldGbyNtsRef = downToNts(gbyRootOpRef);
+                                            NestedTupleSourceOperator nts = (NestedTupleSourceOperator) oldGbyNtsRef
+                                                    .getValue();
+                                            nts.setDataSourceReference(new MutableObject<ILogicalOperator>(gby));
+
+                                            newGbyNestedPlans.add(gbyNestedPlan);
+                                            changed = true;
+                                            continue;
+                                        }
+                                    }
+                                }
+                            }
+                            rootOpRefs.removeAll(rootOpRefsToRemove);
+                            if (rootOpRefs.size() == 0) {
+                                subplanNestedPlansToRemove.add(subplanNestedPlan);
+                            }
+                        }
+                        subplanNestedPlans.removeAll(subplanNestedPlansToRemove);
+                    }
+                    if (changed) {
+                        ref.setValue(gby);
+                        gby.getNestedPlans().clear();
+                        gby.getNestedPlans().addAll(newGbyNestedPlans);
+                    }
+                }
+            }
+        }
+        if (changed) {
+            cleanup(gby);
+        }
+        return changed;
+    }
+
+    /**
+     * Removes unused aggregation variables (and expressions)
+     *
+     * @param gby
+     * @throws AlgebricksException
+     */
+    private void cleanup(GroupByOperator gby) throws AlgebricksException {
+        for (ILogicalPlan nestedPlan : gby.getNestedPlans()) {
+            for (Mutable<ILogicalOperator> rootRef : nestedPlan.getRoots()) {
+                AggregateOperator aggOp = (AggregateOperator) rootRef.getValue();
+                for (int varIndex = aggOp.getVariables().size() - 1; varIndex >= 0; varIndex--) {
+                    if (!usedVarsSoFar.contains(aggOp.getVariables().get(varIndex))) {
+                        aggOp.getVariables().remove(varIndex);
+                        aggOp.getExpressions().remove(varIndex);
+                    }
+                }
+            }
+
+        }
+    }
+
+    private Mutable<ILogicalOperator> downToNts(Mutable<ILogicalOperator> opRef) {
+        Mutable<ILogicalOperator> currentOpRef = opRef;
+        while (currentOpRef.getValue().getInputs().size() > 0) {
+            currentOpRef = currentOpRef.getValue().getInputs().get(0);
+        }
+        return currentOpRef;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/ReplaceNtsWithSubplanInputOperatorVisitor.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/ReplaceNtsWithSubplanInputOperatorVisitor.java
new file mode 100644
index 0000000..d36bff9
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/ReplaceNtsWithSubplanInputOperatorVisitor.java
@@ -0,0 +1,277 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AssignOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DataSourceScanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.DistinctOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.EmptyTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExchangeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ExtensionOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.InnerJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.IntersectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LeftOuterUnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.LimitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.MaterializeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OrderOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.OuterUnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.PartitioningSplitOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ProjectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ReplicateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.RunningAggregateOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.ScriptOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SelectOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.TokenizeOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnionAllOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestMapOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.UnnestOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.LogicalOperatorDeepCopyWithNewVariablesVisitor;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.visitors.IQueryOperatorVisitor;
+
+/**
+ * This visitor replaces NTS' in a subplan with its input operator or its deep
+ * copies. Note that this visitor can only be used in the rule
+ * EliminateSubplanWithInputCardinalityOneRule, for cases where the Subplan
+ * input operator is of cardinality one and its variables are not needed after
+ * the Subplan.
+ */
+class ReplaceNtsWithSubplanInputOperatorVisitor implements IQueryOperatorVisitor<ILogicalOperator, Void> {
+    // The optimization context.
+    private final IOptimizationContext ctx;
+
+    // The input operator to the subplan.
+    private final ILogicalOperator subplanInputOperator;
+
+    // The map that maps the input variables to the subplan to their deep-copied
+    // variables.
+    private final Map<LogicalVariable, LogicalVariable> varMap = new HashMap<>();
+
+    // Whether the original copy has been used.
+    private boolean isOriginalCopyUsed = false;
+
+    /**
+     * @param context
+     *            the optimization context
+     * @param subplanOperator
+     *            the subplan operator this visitor deals with.
+     * @throws AlgebricksException
+     */
+    public ReplaceNtsWithSubplanInputOperatorVisitor(IOptimizationContext context, ILogicalOperator subplanOperator)
+            throws AlgebricksException {
+        this.ctx = context;
+        this.subplanInputOperator = subplanOperator.getInputs().get(0).getValue();
+    }
+
+    @Override
+    public ILogicalOperator visitAggregateOperator(AggregateOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitRunningAggregateOperator(RunningAggregateOperator op, Void arg)
+            throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitEmptyTupleSourceOperator(EmptyTupleSourceOperator op, Void arg)
+            throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitGroupByOperator(GroupByOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitLimitOperator(LimitOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitInnerJoinOperator(InnerJoinOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterJoinOperator(LeftOuterJoinOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitNestedTupleSourceOperator(NestedTupleSourceOperator op, Void arg)
+            throws AlgebricksException {
+        if (!isOriginalCopyUsed) {
+            isOriginalCopyUsed = true;
+            return subplanInputOperator;
+        }
+        LogicalOperatorDeepCopyWithNewVariablesVisitor visitor = new LogicalOperatorDeepCopyWithNewVariablesVisitor(ctx,
+                ctx);
+        ILogicalOperator copiedSubplanInputOperator = visitor.deepCopy(subplanInputOperator);
+        varMap.putAll(visitor.getInputToOutputVariableMapping());
+        return copiedSubplanInputOperator;
+    }
+
+    @Override
+    public ILogicalOperator visitOrderOperator(OrderOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitAssignOperator(AssignOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitSelectOperator(SelectOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitExtensionOperator(ExtensionOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitProjectOperator(ProjectOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitPartitioningSplitOperator(PartitioningSplitOperator op, Void arg)
+            throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitReplicateOperator(ReplicateOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitMaterializeOperator(MaterializeOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitScriptOperator(ScriptOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitSubplanOperator(SubplanOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitUnionOperator(UnionAllOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestOperator(UnnestOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitOuterUnnestOperator(OuterUnnestOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitUnnestMapOperator(UnnestMapOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitLeftOuterUnnestMapOperator(LeftOuterUnnestMapOperator op, Void arg)
+            throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitDataScanOperator(DataSourceScanOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitDistinctOperator(DistinctOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitExchangeOperator(ExchangeOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitTokenizeOperator(TokenizeOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    @Override
+    public ILogicalOperator visitIntersectOperator(IntersectOperator op, Void arg) throws AlgebricksException {
+        return visit(op);
+    }
+
+    private ILogicalOperator visit(ILogicalOperator op) throws AlgebricksException {
+        List<Map<LogicalVariable, LogicalVariable>> varMapSnapshots = new ArrayList<>();
+        for (Mutable<ILogicalOperator> childRef : op.getInputs()) {
+            ILogicalOperator newChild = childRef.getValue().accept(this, null);
+            childRef.setValue(newChild);
+            // Replaces variables in op with the mapping obtained from one
+            // child.
+            VariableUtilities.substituteVariables(op, varMap, ctx);
+            // Keep the map from current child and move to the next child.
+            varMapSnapshots.add(new HashMap<LogicalVariable, LogicalVariable>(varMap));
+            varMap.clear();
+        }
+
+        // Combine mappings from all children.
+        for (Map<LogicalVariable, LogicalVariable> map : varMapSnapshots) {
+            varMap.putAll(map);
+        }
+
+        // Only propagates necessary mappings to the parent operator.
+        Set<LogicalVariable> liveVars = new HashSet<LogicalVariable>();
+        VariableUtilities.getLiveVariables(op, liveVars);
+        varMap.values().retainAll(liveVars);
+        return op;
+    }
+
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java
new file mode 100644
index 0000000..0aba194
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/rules/subplan/SubplanOutOfGroupRule.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.rules.subplan;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.GroupByOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.SubplanOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.VariableUtilities;
+import org.apache.hyracks.algebricks.core.algebra.util.OperatorPropertiesUtil;
+import org.apache.hyracks.algebricks.core.rewriter.base.IAlgebraicRewriteRule;
+
+/**
+ * Looks for a nested group-by plan ending in
+ * subplan {
+ * ...
+ * }
+ * select (function-call: algebricks:not, Args:[function-call:
+ * algebricks:is-null, Args:[...]])
+ * nested tuple source -- |UNPARTITIONED|
+ */
+
+public class SubplanOutOfGroupRule implements IAlgebraicRewriteRule {
+
+    @Override
+    public boolean rewritePre(Mutable<ILogicalOperator> opRef, IOptimizationContext context) throws AlgebricksException {
+        return false;
+    }
+
+    @Override
+    public boolean rewritePost(Mutable<ILogicalOperator> opRef, IOptimizationContext context)
+            throws AlgebricksException {
+        AbstractLogicalOperator op0 = (AbstractLogicalOperator) opRef.getValue();
+        if (op0.getOperatorTag() != LogicalOperatorTag.GROUP) {
+            return false;
+        }
+        GroupByOperator gby = (GroupByOperator) op0;
+
+        Iterator<ILogicalPlan> plansIter = gby.getNestedPlans().iterator();
+        ILogicalPlan p = null;
+        while (plansIter.hasNext()) {
+            p = plansIter.next();
+        }
+        if (p == null) {
+            return false;
+        }
+        if (p.getRoots().size() != 1) {
+            return false;
+        }
+        Mutable<ILogicalOperator> op1Ref = p.getRoots().get(0);
+        AbstractLogicalOperator op1 = (AbstractLogicalOperator) op1Ref.getValue();
+        boolean found = false;
+        while (op1.getInputs().size() == 1) {
+            if (op1.getOperatorTag() == LogicalOperatorTag.SUBPLAN) {
+                SubplanOperator subplan = (SubplanOperator) op1;
+                AbstractLogicalOperator op2 = (AbstractLogicalOperator) subplan.getInputs().get(0).getValue();
+                if (OperatorPropertiesUtil.isNullTest(op2)) {
+                    if (subplan.getNestedPlans().size() == 1) {
+                        ILogicalPlan p1 = subplan.getNestedPlans().get(0);
+                        if (p1.getRoots().size() == 1) {
+                            AbstractLogicalOperator r1 = (AbstractLogicalOperator) p1.getRoots().get(0).getValue();
+                            if (r1.getOperatorTag() == LogicalOperatorTag.INNERJOIN
+                                    || r1.getOperatorTag() == LogicalOperatorTag.LEFTOUTERJOIN) {
+                                // now, check that it propagates all variables,
+                                // so it can be pushed
+                                List<LogicalVariable> op2Vars = new ArrayList<LogicalVariable>();
+                                VariableUtilities.getLiveVariables(op2, op2Vars);
+                                List<LogicalVariable> op1Vars = new ArrayList<LogicalVariable>();
+                                VariableUtilities.getLiveVariables(subplan, op1Vars);
+                                if (op1Vars.containsAll(op2Vars)) {
+                                    found = true;
+                                    break;
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+            op1Ref = op1.getInputs().get(0);
+            op1 = (AbstractLogicalOperator) op1Ref.getValue();
+        }
+        if (!found) {
+            return false;
+        }
+
+        ILogicalOperator subplan = op1;
+        ILogicalOperator op2 = op1.getInputs().get(0).getValue();
+        op1Ref.setValue(op2);
+        Mutable<ILogicalOperator> opUnderRef = gby.getInputs().get(0);
+        ILogicalOperator opUnder = opUnderRef.getValue();
+        subplan.getInputs().clear();
+        subplan.getInputs().add(new MutableObject<ILogicalOperator>(opUnder));
+        opUnderRef.setValue(subplan);
+
+        return true;
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/JoinUtils.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/JoinUtils.java
new file mode 100644
index 0000000..a98e7ff
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/JoinUtils.java
@@ -0,0 +1,214 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.util;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.commons.lang3.mutable.Mutable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalExpression;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalExpressionTag;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import org.apache.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
+import org.apache.hyracks.algebricks.core.algebra.expressions.BroadcastExpressionAnnotation;
+import org.apache.hyracks.algebricks.core.algebra.expressions.BroadcastExpressionAnnotation.BroadcastSide;
+import org.apache.hyracks.algebricks.core.algebra.expressions.IExpressionAnnotation;
+import org.apache.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions;
+import org.apache.hyracks.algebricks.core.algebra.functions.AlgebricksBuiltinFunctions.ComparisonKind;
+import org.apache.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractBinaryJoinOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.LogicalPropertiesVisitor;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.AbstractJoinPOperator.JoinPartitioningType;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.HybridHashJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.InMemoryHashJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.physical.NLJoinPOperator;
+import org.apache.hyracks.algebricks.core.algebra.properties.ILogicalPropertiesVector;
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+
+public class JoinUtils {
+
+    public static void setJoinAlgorithmAndExchangeAlgo(AbstractBinaryJoinOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        List<LogicalVariable> sideLeft = new LinkedList<LogicalVariable>();
+        List<LogicalVariable> sideRight = new LinkedList<LogicalVariable>();
+        List<LogicalVariable> varsLeft = op.getInputs().get(0).getValue().getSchema();
+        List<LogicalVariable> varsRight = op.getInputs().get(1).getValue().getSchema();
+        if (isHashJoinCondition(op.getCondition().getValue(), varsLeft, varsRight, sideLeft, sideRight)) {
+            BroadcastSide side = getBroadcastJoinSide(op.getCondition().getValue(), varsLeft, varsRight);
+            if (side == null) {
+                setHashJoinOp(op, JoinPartitioningType.PAIRWISE, sideLeft, sideRight, context);
+            } else {
+                switch (side) {
+                    case RIGHT:
+                        setHashJoinOp(op, JoinPartitioningType.BROADCAST, sideLeft, sideRight, context);
+                        break;
+                    case LEFT:
+                        Mutable<ILogicalOperator> opRef0 = op.getInputs().get(0);
+                        Mutable<ILogicalOperator> opRef1 = op.getInputs().get(1);
+                        ILogicalOperator tmp = opRef0.getValue();
+                        opRef0.setValue(opRef1.getValue());
+                        opRef1.setValue(tmp);
+                        setHashJoinOp(op, JoinPartitioningType.BROADCAST, sideRight, sideLeft, context);
+                        break;
+                    default:
+                        setHashJoinOp(op, JoinPartitioningType.PAIRWISE, sideLeft, sideRight, context);
+                }
+            }
+        } else {
+            setNLJoinOp(op, context);
+        }
+    }
+
+    private static void setNLJoinOp(AbstractBinaryJoinOperator op, IOptimizationContext context) {
+        op.setPhysicalOperator(new NLJoinPOperator(op.getJoinKind(), JoinPartitioningType.BROADCAST, context
+                .getPhysicalOptimizationConfig().getMaxRecordsPerFrame()));
+    }
+
+    private static void setHashJoinOp(AbstractBinaryJoinOperator op, JoinPartitioningType partitioningType,
+            List<LogicalVariable> sideLeft, List<LogicalVariable> sideRight, IOptimizationContext context)
+            throws AlgebricksException {
+        op.setPhysicalOperator(new HybridHashJoinPOperator(op.getJoinKind(), partitioningType, sideLeft, sideRight,
+                context.getPhysicalOptimizationConfig().getMaxFramesHybridHash(), context
+                        .getPhysicalOptimizationConfig().getMaxFramesLeftInputHybridHash(), context
+                        .getPhysicalOptimizationConfig().getMaxRecordsPerFrame(), context
+                        .getPhysicalOptimizationConfig().getFudgeFactor()));
+        if (partitioningType == JoinPartitioningType.BROADCAST) {
+            hybridToInMemHashJoin(op, context);
+        }
+        // op.setPhysicalOperator(new
+        // InMemoryHashJoinPOperator(op.getJoinKind(), partitioningType,
+        // sideLeft, sideRight,
+        // 1024 * 512));
+    }
+
+    private static void hybridToInMemHashJoin(AbstractBinaryJoinOperator op, IOptimizationContext context)
+            throws AlgebricksException {
+        ILogicalOperator opBuild = op.getInputs().get(1).getValue();
+        LogicalPropertiesVisitor.computeLogicalPropertiesDFS(opBuild, context);
+        ILogicalPropertiesVector v = context.getLogicalPropertiesVector(opBuild);
+        AlgebricksConfig.ALGEBRICKS_LOGGER.fine("// HybridHashJoin inner branch -- Logical properties for " + opBuild
+                + ": " + v + "\n");
+        if (v != null) {
+            int size2 = v.getMaxOutputFrames();
+            HybridHashJoinPOperator hhj = (HybridHashJoinPOperator) op.getPhysicalOperator();
+            if (size2 > 0 && size2 * hhj.getFudgeFactor() <= hhj.getMemSizeInFrames()) {
+                AlgebricksConfig.ALGEBRICKS_LOGGER.fine("// HybridHashJoin inner branch " + opBuild
+                        + " fits in memory\n");
+                // maintains the local properties on the probe side
+                op.setPhysicalOperator(new InMemoryHashJoinPOperator(hhj.getKind(), hhj.getPartitioningType(), hhj
+                        .getKeysLeftBranch(), hhj.getKeysRightBranch(), v.getNumberOfTuples() * 2));
+            }
+        }
+
+    }
+
+    private static boolean isHashJoinCondition(ILogicalExpression e, Collection<LogicalVariable> inLeftAll,
+            Collection<LogicalVariable> inRightAll, Collection<LogicalVariable> outLeftFields,
+            Collection<LogicalVariable> outRightFields) {
+        switch (e.getExpressionTag()) {
+            case FUNCTION_CALL: {
+                AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) e;
+                FunctionIdentifier fi = fexp.getFunctionIdentifier();
+                if (fi.equals(AlgebricksBuiltinFunctions.AND)) {
+                    for (Mutable<ILogicalExpression> a : fexp.getArguments()) {
+                        if (!isHashJoinCondition(a.getValue(), inLeftAll, inRightAll, outLeftFields,
+                                outRightFields)) {
+                            return false;
+                        }
+                    }
+                    return true;
+                } else {
+                    ComparisonKind ck = AlgebricksBuiltinFunctions.getComparisonType(fi);
+                    if (ck != ComparisonKind.EQ) {
+                        return false;
+                    }
+                    ILogicalExpression opLeft = fexp.getArguments().get(0).getValue();
+                    ILogicalExpression opRight = fexp.getArguments().get(1).getValue();
+                    if (opLeft.getExpressionTag() != LogicalExpressionTag.VARIABLE
+                            || opRight.getExpressionTag() != LogicalExpressionTag.VARIABLE) {
+                        return false;
+                    }
+                    LogicalVariable var1 = ((VariableReferenceExpression) opLeft).getVariableReference();
+                    if (inLeftAll.contains(var1) && !outLeftFields.contains(var1)) {
+                        outLeftFields.add(var1);
+                    } else if (inRightAll.contains(var1) && !outRightFields.contains(var1)) {
+                        outRightFields.add(var1);
+                    } else {
+                        return false;
+                    }
+                    LogicalVariable var2 = ((VariableReferenceExpression) opRight).getVariableReference();
+                    if (inLeftAll.contains(var2) && !outLeftFields.contains(var2)) {
+                        outLeftFields.add(var2);
+                    } else if (inRightAll.contains(var2) && !outRightFields.contains(var2)) {
+                        outRightFields.add(var2);
+                    } else {
+                        return false;
+                    }
+                    return true;
+                }
+            }
+            default: {
+                return false;
+            }
+        }
+    }
+
+    private static BroadcastSide getBroadcastJoinSide(ILogicalExpression e, List<LogicalVariable> varsLeft,
+            List<LogicalVariable> varsRight) {
+        if (e.getExpressionTag() != LogicalExpressionTag.FUNCTION_CALL) {
+            return null;
+        }
+        AbstractFunctionCallExpression fexp = (AbstractFunctionCallExpression) e;
+        IExpressionAnnotation ann = fexp.getAnnotations().get(BroadcastExpressionAnnotation.BROADCAST_ANNOTATION_KEY);
+        if (ann == null) {
+            return null;
+        }
+        BroadcastSide side = (BroadcastSide) ann.getObject();
+        if (side == null) {
+            return null;
+        }
+        int i;
+        switch (side) {
+            case LEFT:
+                i = 0;
+                break;
+            case RIGHT:
+                i = 1;
+                break;
+            default:
+                return null;
+        }
+        ArrayList<LogicalVariable> vars = new ArrayList<LogicalVariable>();
+        fexp.getArguments().get(i).getValue().getUsedVariables(vars);
+        if (varsLeft.containsAll(vars)) {
+            return BroadcastSide.LEFT;
+        } else if (varsRight.containsAll(vars)) {
+            return BroadcastSide.RIGHT;
+        } else {
+            return null;
+        }
+    }
+}
diff --git a/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/PhysicalOptimizationsUtil.java b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/PhysicalOptimizationsUtil.java
new file mode 100644
index 0000000..99480bf
--- /dev/null
+++ b/algebricks/algebricks-rewriter/src/main/java/org/apache/hyracks/algebricks/rewriter/util/PhysicalOptimizationsUtil.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.rewriter.util;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.base.ILogicalPlan;
+import org.apache.hyracks.algebricks.core.algebra.base.IOptimizationContext;
+import org.apache.hyracks.algebricks.core.algebra.base.LogicalOperatorTag;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractLogicalOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.AbstractOperatorWithNestedPlans;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.NestedTupleSourceOperator;
+import org.apache.hyracks.algebricks.core.algebra.operators.logical.visitors.FDsAndEquivClassesVisitor;
+import org.apache.hyracks.algebricks.core.algebra.visitors.ILogicalOperatorVisitor;
+
+public class PhysicalOptimizationsUtil {
+
+    public static void computeFDsAndEquivalenceClasses(ILogicalOperator op, IOptimizationContext ctx)
+            throws AlgebricksException {
+        FDsAndEquivClassesVisitor visitor = new FDsAndEquivClassesVisitor();
+        visitOperatorAndItsDescendants(op, visitor, ctx);
+    }
+
+    public static <R> void visitOperatorAndItsDescendants(ILogicalOperator op, ILogicalOperatorVisitor<R, IOptimizationContext> visitor,
+            IOptimizationContext ctx) throws AlgebricksException {
+        Set<ILogicalOperator> visitSet = new HashSet<ILogicalOperator>();
+        computeFDsAndEqClassesWithVisitorRec(op, ctx, visitor, visitSet);
+    }
+
+    private static <R> void computeFDsAndEqClassesWithVisitorRec(ILogicalOperator op, IOptimizationContext ctx,
+            ILogicalOperatorVisitor<R, IOptimizationContext> visitor, Set<ILogicalOperator> visitSet)
+                    throws AlgebricksException {
+        visitSet.add(op);
+        for (Mutable<ILogicalOperator> i : op.getInputs()) {
+            computeFDsAndEqClassesWithVisitorRec((AbstractLogicalOperator) i.getValue(), ctx, visitor, visitSet);
+        }
+        AbstractLogicalOperator aop = (AbstractLogicalOperator) op;
+        if (aop.hasNestedPlans()) {
+            for (ILogicalPlan p : ((AbstractOperatorWithNestedPlans) op).getNestedPlans()) {
+                for (Mutable<ILogicalOperator> r : p.getRoots()) {
+                    AbstractLogicalOperator rootOp = (AbstractLogicalOperator) r.getValue();
+                    computeFDsAndEqClassesWithVisitorRec(rootOp, ctx, visitor, visitSet);
+                }
+            }
+        }
+        if (op.getOperatorTag() == LogicalOperatorTag.NESTEDTUPLESOURCE) {
+            NestedTupleSourceOperator nts = (NestedTupleSourceOperator) op;
+            ILogicalOperator source = nts.getDataSourceReference().getValue().getInputs().get(0).getValue();
+            if (!visitSet.contains(source)) {
+                computeFDsAndEqClassesWithVisitorRec((AbstractLogicalOperator) source, ctx, visitor, visitSet);
+            }
+        }
+        op.accept(visitor, ctx);
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/pom.xml b/algebricks/algebricks-runtime/pom.xml
new file mode 100644
index 0000000..b700675
--- /dev/null
+++ b/algebricks/algebricks-runtime/pom.xml
@@ -0,0 +1,72 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-runtime</artifactId>
+  <name>algebricks-runtime</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-storage-am-btree</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-storage-am-rtree</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-dataflow-std</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-common</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>algebricks-data</artifactId>
+  	<version>0.2.18-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountAggregateFunctionFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountAggregateFunctionFactory.java
new file mode 100644
index 0000000..b5b25d0
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountAggregateFunctionFactory.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.aggregators;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class TupleCountAggregateFunctionFactory implements IAggregateEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IAggregateEvaluator createAggregateEvaluator(IHyracksTaskContext ctx) throws AlgebricksException {
+        final ArrayBackedValueStorage abvs = new ArrayBackedValueStorage();
+        return new IAggregateEvaluator() {
+
+            int cnt;
+
+            @Override
+            public void step(IFrameTupleReference tuple) throws AlgebricksException {
+                ++cnt;
+            }
+
+            @Override
+            public void init() throws AlgebricksException {
+                cnt = 0;
+            }
+
+            @Override
+            public void finish(IPointable result) throws AlgebricksException {
+                try {
+                    abvs.reset();
+                    abvs.getDataOutput().writeInt(cnt);
+                    result.set(abvs);
+                } catch (IOException e) {
+                    throw new AlgebricksException(e);
+                }
+            }
+
+            @Override
+            public void finishPartial(IPointable result) throws AlgebricksException {
+                finish(result);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountRunningAggregateFunctionFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountRunningAggregateFunctionFactory.java
new file mode 100644
index 0000000..01f1b88
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/aggregators/TupleCountRunningAggregateFunctionFactory.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.aggregators;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class TupleCountRunningAggregateFunctionFactory implements IRunningAggregateEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IRunningAggregateEvaluator createRunningAggregateEvaluator(IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        final ArrayBackedValueStorage abvs = new ArrayBackedValueStorage();
+        return new IRunningAggregateEvaluator() {
+
+            int cnt;
+
+            @Override
+            public void step(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                ++cnt;
+                try {
+                    abvs.reset();
+                    abvs.getDataOutput().writeInt(cnt);
+                    result.set(abvs);
+                } catch (IOException e) {
+                    throw new AlgebricksException(e);
+                }
+            }
+
+            @Override
+            public void init() throws AlgebricksException {
+                cnt = 0;
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/AlgebricksPipeline.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/AlgebricksPipeline.java
new file mode 100644
index 0000000..379944b
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/AlgebricksPipeline.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class AlgebricksPipeline implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    private final IPushRuntimeFactory[] runtimeFactories;
+    private final RecordDescriptor[] recordDescriptors;
+
+    public AlgebricksPipeline(IPushRuntimeFactory[] runtimeFactories, RecordDescriptor[] recordDescriptors) {
+        this.runtimeFactories = runtimeFactories;
+        this.recordDescriptors = recordDescriptors;
+        // this.projectedColumns = projectedColumns;
+    }
+
+    public IPushRuntimeFactory[] getRuntimeFactories() {
+        return runtimeFactories;
+    }
+
+    public RecordDescriptor[] getRecordDescriptors() {
+        return recordDescriptors;
+    }
+
+    public int getOutputWidth() {
+        return recordDescriptors[recordDescriptors.length - 1].getFieldCount();
+    }
+
+    // public int[] getProjectedColumns() {
+    // return projectedColumns;
+    // }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluator.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluator.java
new file mode 100644
index 0000000..08aea9a
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluator.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface IAggregateEvaluator {
+    /** should be called each time a new aggregate value is computed */
+    public void init() throws AlgebricksException;
+
+    public void step(IFrameTupleReference tuple) throws AlgebricksException;
+
+    public void finish(IPointable result) throws AlgebricksException;
+
+    public void finishPartial(IPointable result) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluatorFactory.java
new file mode 100644
index 0000000..8a61280
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IAggregateEvaluatorFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IAggregateEvaluatorFactory extends Serializable {
+    public IAggregateEvaluator createAggregateEvaluator(IHyracksTaskContext ctx) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntime.java
new file mode 100644
index 0000000..27d6900
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntime.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public interface IPushRuntime extends IFrameWriter {
+    public void setFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc);
+
+    public void setInputRecordDescriptor(int index, RecordDescriptor recordDescriptor);
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntimeFactory.java
new file mode 100644
index 0000000..60fb517
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IPushRuntimeFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IPushRuntimeFactory extends Serializable {
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) throws AlgebricksException, HyracksDataException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluator.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluator.java
new file mode 100644
index 0000000..174dd7d
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluator.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface IRunningAggregateEvaluator {
+    public void init() throws AlgebricksException;
+
+    public void step(IFrameTupleReference tuple, IPointable result) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluatorFactory.java
new file mode 100644
index 0000000..c71b41d
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IRunningAggregateEvaluatorFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IRunningAggregateEvaluatorFactory extends Serializable {
+    public IRunningAggregateEvaluator createRunningAggregateEvaluator(IHyracksTaskContext ctx)
+            throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluator.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluator.java
new file mode 100644
index 0000000..ab22819
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluator.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface IScalarEvaluator {
+    public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluatorFactory.java
new file mode 100644
index 0000000..3a102db
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IScalarEvaluatorFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IScalarEvaluatorFactory extends Serializable {
+    public IScalarEvaluator createScalarEvaluator(IHyracksTaskContext ctx) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluator.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluator.java
new file mode 100644
index 0000000..473afbc
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluator.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface ISerializedAggregateEvaluator {
+    /**
+     * initialize the space occupied by internal state
+     *
+     * @param state
+     * @throws AlgebricksException
+     */
+    public void init(DataOutput state) throws AlgebricksException;
+
+    /**
+     * update the internal state
+     *
+     * @param tuple
+     * @param state
+     * @throws AlgebricksException
+     */
+    public void step(IFrameTupleReference tuple, byte[] data, int start, int len) throws AlgebricksException;
+
+    /**
+     * output the state to result
+     *
+     * @param state
+     * @param result
+     * @throws AlgebricksException
+     */
+    public void finish(byte[] data, int start, int len, DataOutput result) throws AlgebricksException;
+
+    /**
+     * output the partial state to partial result
+     *
+     * @param state
+     * @param partialResult
+     * @throws AlgebricksException
+     */
+    public void finishPartial(byte[] data, int start, int len, DataOutput partialResult) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluatorFactory.java
new file mode 100644
index 0000000..084f39d
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/ISerializedAggregateEvaluatorFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface ISerializedAggregateEvaluatorFactory extends Serializable {
+    public ISerializedAggregateEvaluator createAggregateEvaluator(IHyracksTaskContext ctx) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluator.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluator.java
new file mode 100644
index 0000000..67aede4
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluator.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface IUnnestingEvaluator {
+    public void init(IFrameTupleReference tuple) throws AlgebricksException;
+
+    public boolean step(IPointable result) throws AlgebricksException;
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluatorFactory.java
new file mode 100644
index 0000000..53ca8b5
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingEvaluatorFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IUnnestingEvaluatorFactory extends Serializable {
+    public IUnnestingEvaluator createUnnestingEvaluator(IHyracksTaskContext ctx) throws AlgebricksException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingPositionWriter.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingPositionWriter.java
new file mode 100644
index 0000000..092d22e
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/base/IUnnestingPositionWriter.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.base;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+public interface IUnnestingPositionWriter {
+    public void write(DataOutput dataOutput, long position) throws IOException;
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ColumnAccessEvalFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ColumnAccessEvalFactory.java
new file mode 100644
index 0000000..1b7753c
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ColumnAccessEvalFactory.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.evaluators;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class ColumnAccessEvalFactory implements IScalarEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int fieldIndex;
+
+    public ColumnAccessEvalFactory(int fieldIndex) {
+        this.fieldIndex = fieldIndex;
+    }
+
+    @Override
+    public String toString() {
+        return "ColumnAccess(" + fieldIndex + ")";
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                byte[] buffer = tuple.getFieldData(fieldIndex);
+                int start = tuple.getFieldStart(fieldIndex);
+                int length = tuple.getFieldLength(fieldIndex);
+                result.set(buffer, start, length);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ConstantEvalFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ConstantEvalFactory.java
new file mode 100644
index 0000000..da7d42b
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/ConstantEvalFactory.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.evaluators;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class ConstantEvalFactory implements IScalarEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private byte[] value;
+
+    public ConstantEvalFactory(byte[] value) {
+        this.value = value;
+    }
+
+    @Override
+    public String toString() {
+        return "Constant";
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                result.set(value, 0, value.length);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/TupleFieldEvaluatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/TupleFieldEvaluatorFactory.java
new file mode 100644
index 0000000..f26d239
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/evaluators/TupleFieldEvaluatorFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.evaluators;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class TupleFieldEvaluatorFactory implements IScalarEvaluatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final int fieldIndex;
+
+    public TupleFieldEvaluatorFactory(int fieldIndex) {
+        this.fieldIndex = fieldIndex;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                result.set(tuple.getFieldData(fieldIndex), tuple.getFieldStart(fieldIndex),
+                        tuple.getFieldLength(fieldIndex));
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/AggregateRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/AggregateRuntimeFactory.java
new file mode 100644
index 0000000..bafe8a7
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/AggregateRuntimeFactory.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.aggreg;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public class AggregateRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    // private int[] outColumns;
+    private IAggregateEvaluatorFactory[] aggregFactories;
+
+    public AggregateRuntimeFactory(IAggregateEvaluatorFactory[] aggregFactories) {
+        super(null);
+        // this.outColumns = outColumns;
+        this.aggregFactories = aggregFactories;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("assign [");
+        for (int i = 0; i < aggregFactories.length; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            sb.append(aggregFactories[i]);
+        }
+        sb.append("]");
+        return sb.toString();
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+
+            private IAggregateEvaluator[] aggregs = new IAggregateEvaluator[aggregFactories.length];
+            private IPointable result = VoidPointable.FACTORY.createPointable();
+            private ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(aggregs.length);
+
+            private boolean first = true;
+            private boolean isOpen = false;
+
+            @Override
+            public void open() throws HyracksDataException {
+                try {
+                    if (first) {
+                        first = false;
+                        initAccessAppendRef(ctx);
+                        for (int i = 0; i < aggregFactories.length; i++) {
+                            aggregs[i] = aggregFactories[i].createAggregateEvaluator(ctx);
+                        }
+                    }
+                    for (int i = 0; i < aggregFactories.length; i++) {
+                        aggregs[i].init();
+                    }
+                } catch (AlgebricksException e) {
+                    throw new HyracksDataException(e);
+                }
+                isOpen = true;
+                writer.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    processTuple(tRef);
+                }
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (isOpen) {
+                    try {
+                        computeAggregate();
+                        appendToFrameFromTupleBuilder(tupleBuilder);
+                    } finally {
+                        super.close();
+                    }
+                }
+            }
+
+            private void computeAggregate() throws HyracksDataException {
+                tupleBuilder.reset();
+                for (int f = 0; f < aggregs.length; f++) {
+                    try {
+                        aggregs[f].finish(result);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                    tupleBuilder.addField(result.getByteArray(), result.getStartOffset(), result.getLength());
+                }
+            }
+
+            private void processTuple(FrameTupleReference tupleRef) throws HyracksDataException {
+                for (int f = 0; f < aggregs.length; f++) {
+                    try {
+                        aggregs[f].step(tupleRef);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                if (isOpen) {
+                    writer.fail();
+                }
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansAccumulatingAggregatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansAccumulatingAggregatorFactory.java
new file mode 100644
index 0000000..974a079
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansAccumulatingAggregatorFactory.java
@@ -0,0 +1,233 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.aggreg;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory.NestedTupleSourceRuntime;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.group.AbstractAccumulatingAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+
+public class NestedPlansAccumulatingAggregatorFactory extends AbstractAccumulatingAggregatorDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+    private AlgebricksPipeline[] subplans;
+    private int[] keyFieldIdx;
+    private int[] decorFieldIdx;
+
+    public NestedPlansAccumulatingAggregatorFactory(AlgebricksPipeline[] subplans, int[] keyFieldIdx,
+            int[] decorFieldIdx) {
+        this.subplans = subplans;
+        this.keyFieldIdx = keyFieldIdx;
+        this.decorFieldIdx = decorFieldIdx;
+    }
+
+    @Override
+    public IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDesc,
+            RecordDescriptor outRecordDescriptor, int[] keys, int[] partialKeys) throws HyracksDataException {
+
+        final AggregatorOutput outputWriter = new AggregatorOutput(subplans, keyFieldIdx.length, decorFieldIdx.length);
+        final NestedTupleSourceRuntime[] pipelines = new NestedTupleSourceRuntime[subplans.length];
+        for (int i = 0; i < subplans.length; i++) {
+            try {
+                pipelines[i] = (NestedTupleSourceRuntime) assemblePipeline(subplans[i], outputWriter, ctx);
+            } catch (AlgebricksException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        return new IAggregatorDescriptor() {
+
+            @Override
+            public void init(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                ArrayTupleBuilder tb = outputWriter.getTupleBuilder();
+                tb.reset();
+                for (int i = 0; i < keyFieldIdx.length; ++i) {
+                    tb.addField(accessor, tIndex, keyFieldIdx[i]);
+                }
+                for (int i = 0; i < decorFieldIdx.length; ++i) {
+                    tb.addField(accessor, tIndex, decorFieldIdx[i]);
+                }
+                for (int i = 0; i < pipelines.length; ++i) {
+                    pipelines[i].open();
+                }
+
+                // aggregate the first tuple
+                for (int i = 0; i < pipelines.length; i++) {
+                    pipelines[i].writeTuple(accessor.getBuffer(), tIndex);
+                }
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor,
+                    int stateTupleIndex, AggregateState state) throws HyracksDataException {
+                for (int i = 0; i < pipelines.length; i++) {
+                    pipelines[i].writeTuple(accessor.getBuffer(), tIndex);
+                }
+            }
+
+            @Override
+            public boolean outputFinalResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                for (int i = 0; i < pipelines.length; i++) {
+                    outputWriter.setInputIdx(i);
+                    pipelines[i].close();
+                }
+                // outputWriter.writeTuple(appender);
+                tupleBuilder.reset();
+                ArrayTupleBuilder tb = outputWriter.getTupleBuilder();
+                byte[] data = tb.getByteArray();
+                int[] fieldEnds = tb.getFieldEndOffsets();
+                int start = 0;
+                int offset = 0;
+                for (int i = 0; i < fieldEnds.length; i++) {
+                    if (i > 0)
+                        start = fieldEnds[i - 1];
+                    offset = fieldEnds[i] - start;
+                    tupleBuilder.addField(data, start, offset);
+                }
+                return true;
+            }
+
+            @Override
+            public AggregateState createAggregateStates() {
+                return new AggregateState();
+            }
+
+            @Override
+            public void reset() {
+
+            }
+
+            @Override
+            public boolean outputPartialResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                throw new IllegalStateException("this method should not be called");
+            }
+
+            @Override
+            public void close() {
+
+            }
+
+        };
+    }
+
+    private IFrameWriter assemblePipeline(AlgebricksPipeline subplan, IFrameWriter writer, IHyracksTaskContext ctx)
+            throws AlgebricksException, HyracksDataException {
+        // plug the operators
+        IFrameWriter start = writer;
+        IPushRuntimeFactory[] runtimeFactories = subplan.getRuntimeFactories();
+        RecordDescriptor[] recordDescriptors = subplan.getRecordDescriptors();
+        for (int i = runtimeFactories.length - 1; i >= 0; i--) {
+            IPushRuntime newRuntime = runtimeFactories[i].createPushRuntime(ctx);
+            newRuntime.setFrameWriter(0, start, recordDescriptors[i]);
+            if (i > 0) {
+                newRuntime.setInputRecordDescriptor(0, recordDescriptors[i - 1]);
+            } else {
+                // the nts has the same input and output rec. desc.
+                newRuntime.setInputRecordDescriptor(0, recordDescriptors[0]);
+            }
+            start = newRuntime;
+        }
+        return start;
+    }
+
+    /**
+     * We suppose for now, that each subplan only produces one tuple.
+     */
+    private static class AggregatorOutput implements IFrameWriter {
+
+        // private ByteBuffer frame;
+        private FrameTupleAccessor[] tAccess;
+        private RecordDescriptor[] inputRecDesc;
+        private int inputIdx;
+        private ArrayTupleBuilder tb;
+        private AlgebricksPipeline[] subplans;
+
+        public AggregatorOutput(AlgebricksPipeline[] subplans, int numKeys, int numDecors) {
+            this.subplans = subplans;
+            // this.keyFieldIndexes = keyFieldIndexes;
+            int totalAggFields = 0;
+            this.inputRecDesc = new RecordDescriptor[subplans.length];
+            for (int i = 0; i < subplans.length; i++) {
+                RecordDescriptor[] rd = subplans[i].getRecordDescriptors();
+                this.inputRecDesc[i] = rd[rd.length - 1];
+                totalAggFields += subplans[i].getOutputWidth();
+            }
+            tb = new ArrayTupleBuilder(numKeys + numDecors + totalAggFields);
+
+            this.tAccess = new FrameTupleAccessor[inputRecDesc.length];
+            for (int i = 0; i < inputRecDesc.length; i++) {
+                tAccess[i] = new FrameTupleAccessor(inputRecDesc[i]);
+            }
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+
+        }
+
+        /**
+         * Since each pipeline only produces one tuple, this method is only
+         * called by the close method of the pipelines.
+         */
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            int tIndex = 0;
+            int w = subplans[inputIdx].getOutputWidth();
+            IFrameTupleAccessor accessor = tAccess[inputIdx];
+            accessor.reset(buffer);
+            for (int f = 0; f < w; f++) {
+                tb.addField(accessor, tIndex, f);
+            }
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            // clearFrame();
+        }
+
+        public void setInputIdx(int inputIdx) {
+            this.inputIdx = inputIdx;
+        }
+
+        public ArrayTupleBuilder getTupleBuilder() {
+            return tb;
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansRunningAggregatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansRunningAggregatorFactory.java
new file mode 100644
index 0000000..4b63155
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/NestedPlansRunningAggregatorFactory.java
@@ -0,0 +1,251 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.aggreg;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory.NestedTupleSourceRuntime;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+
+public class NestedPlansRunningAggregatorFactory implements IAggregatorDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final AlgebricksPipeline[] subplans;
+    private final int[] keyFieldIdx;
+    private final int[] decorFieldIdx;
+
+    public NestedPlansRunningAggregatorFactory(AlgebricksPipeline[] subplans, int[] keyFieldIdx, int[] decorFieldIdx) {
+        this.subplans = subplans;
+        this.keyFieldIdx = keyFieldIdx;
+        this.decorFieldIdx = decorFieldIdx;
+    }
+
+    /* (non-Javadoc)
+     * @see org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory#createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext, org.apache.hyracks.api.dataflow.value.RecordDescriptor, org.apache.hyracks.api.dataflow.value.RecordDescriptor, int[], int[])
+     */
+    @Override
+    public IAggregatorDescriptor createAggregator(final IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, int[] keyFields, int[] keyFieldsInPartialResults,
+            final IFrameWriter writer) throws HyracksDataException {
+        final RunningAggregatorOutput outputWriter = new RunningAggregatorOutput(ctx, subplans, keyFieldIdx.length,
+                decorFieldIdx.length, writer);
+        final NestedTupleSourceRuntime[] pipelines = new NestedTupleSourceRuntime[subplans.length];
+        for (int i = 0; i < subplans.length; i++) {
+            try {
+                pipelines[i] = (NestedTupleSourceRuntime) assemblePipeline(subplans[i], outputWriter, ctx);
+            } catch (AlgebricksException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        final ArrayTupleBuilder gbyTb = outputWriter.getGroupByTupleBuilder();
+
+        return new IAggregatorDescriptor() {
+
+            @Override
+            public void init(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+
+                for (int i = 0; i < pipelines.length; ++i) {
+                    pipelines[i].open();
+                }
+
+                gbyTb.reset();
+                for (int i = 0; i < keyFieldIdx.length; ++i) {
+                    gbyTb.addField(accessor, tIndex, keyFieldIdx[i]);
+                }
+                for (int i = 0; i < decorFieldIdx.length; ++i) {
+                    gbyTb.addField(accessor, tIndex, decorFieldIdx[i]);
+                }
+
+                // aggregate the first tuple
+                for (int i = 0; i < pipelines.length; i++) {
+                    outputWriter.setInputIdx(i);
+                    pipelines[i].writeTuple(accessor.getBuffer(), tIndex);
+                }
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor,
+                    int stateTupleIndex, AggregateState state) throws HyracksDataException {
+                for (int i = 0; i < pipelines.length; i++) {
+                    outputWriter.setInputIdx(i);
+                    pipelines[i].writeTuple(accessor.getBuffer(), tIndex);
+                }
+            }
+
+            @Override
+            public boolean outputFinalResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                for (int i = 0; i < pipelines.length; ++i) {
+                    outputWriter.setInputIdx(i);
+                    pipelines[i].close();
+                }
+                return false;
+            }
+
+            @Override
+            public AggregateState createAggregateStates() {
+                return new AggregateState();
+            }
+
+            @Override
+            public void reset() {
+
+            }
+
+            @Override
+            public boolean outputPartialResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                throw new IllegalStateException("this method should not be called");
+            }
+
+            @Override
+            public void close() {
+
+            }
+        };
+    }
+
+    private IFrameWriter assemblePipeline(AlgebricksPipeline subplan, IFrameWriter writer, IHyracksTaskContext ctx)
+            throws AlgebricksException, HyracksDataException {
+        // plug the operators
+        IFrameWriter start = writer;
+        IPushRuntimeFactory[] runtimeFactories = subplan.getRuntimeFactories();
+        RecordDescriptor[] recordDescriptors = subplan.getRecordDescriptors();
+        for (int i = runtimeFactories.length - 1; i >= 0; i--) {
+            IPushRuntime newRuntime = runtimeFactories[i].createPushRuntime(ctx);
+            newRuntime.setFrameWriter(0, start, recordDescriptors[i]);
+            if (i > 0) {
+                newRuntime.setInputRecordDescriptor(0, recordDescriptors[i - 1]);
+            } else {
+                // the nts has the same input and output rec. desc.
+                newRuntime.setInputRecordDescriptor(0, recordDescriptors[0]);
+            }
+            start = newRuntime;
+        }
+        return start;
+    }
+
+    private static class RunningAggregatorOutput implements IFrameWriter {
+
+        private final FrameTupleAccessor[] tAccess;
+        private final RecordDescriptor[] inputRecDesc;
+        private int inputIdx;
+        private final ArrayTupleBuilder tb;
+        private final ArrayTupleBuilder gbyTb;
+        private final AlgebricksPipeline[] subplans;
+        private final IFrameWriter outputWriter;
+        private final FrameTupleAppender outputAppender;
+
+        public RunningAggregatorOutput(IHyracksTaskContext ctx, AlgebricksPipeline[] subplans, int numKeys,
+                int numDecors, IFrameWriter outputWriter) throws HyracksDataException {
+            this.subplans = subplans;
+            this.outputWriter = outputWriter;
+
+            // this.keyFieldIndexes = keyFieldIndexes;
+            int totalAggFields = 0;
+            this.inputRecDesc = new RecordDescriptor[subplans.length];
+            for (int i = 0; i < subplans.length; i++) {
+                RecordDescriptor[] rd = subplans[i].getRecordDescriptors();
+                this.inputRecDesc[i] = rd[rd.length - 1];
+                totalAggFields += subplans[i].getOutputWidth();
+            }
+            tb = new ArrayTupleBuilder(numKeys + numDecors + totalAggFields);
+            gbyTb = new ArrayTupleBuilder(numKeys + numDecors);
+
+            this.tAccess = new FrameTupleAccessor[inputRecDesc.length];
+            for (int i = 0; i < inputRecDesc.length; i++) {
+                tAccess[i] = new FrameTupleAccessor(inputRecDesc[i]);
+            }
+
+            this.outputAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            int w = subplans[inputIdx].getOutputWidth();
+            IFrameTupleAccessor accessor = tAccess[inputIdx];
+            accessor.reset(buffer);
+            for (int tIndex = 0; tIndex < accessor.getTupleCount(); tIndex++) {
+                tb.reset();
+                byte[] data = gbyTb.getByteArray();
+                int[] fieldEnds = gbyTb.getFieldEndOffsets();
+                int start = 0;
+                int offset = 0;
+                for (int i = 0; i < fieldEnds.length; i++) {
+                    if (i > 0)
+                        start = fieldEnds[i - 1];
+                    offset = fieldEnds[i] - start;
+                    tb.addField(data, start, offset);
+                }
+                for (int f = 0; f < w; f++) {
+                    tb.addField(accessor, tIndex, f);
+                }
+                FrameUtils.appendToWriter(outputWriter, outputAppender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                        tb.getSize());
+            }
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            outputAppender.write(outputWriter, true);
+        }
+
+        public void setInputIdx(int inputIdx) {
+            this.inputIdx = inputIdx;
+        }
+
+        public ArrayTupleBuilder getGroupByTupleBuilder() {
+            return gbyTb;
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            outputAppender.flush(outputWriter);
+        }
+
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SerializableAggregatorDescriptorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SerializableAggregatorDescriptorFactory.java
new file mode 100644
index 0000000..6700fb8
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SerializableAggregatorDescriptorFactory.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.aggreg;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.ISerializedAggregateEvaluatorFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.group.AbstractAccumulatingAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+
+public class SerializableAggregatorDescriptorFactory extends AbstractAccumulatingAggregatorDescriptorFactory {
+    private static final long serialVersionUID = 1L;
+    private ISerializedAggregateEvaluatorFactory[] aggFactories;
+
+    public SerializableAggregatorDescriptorFactory(ISerializedAggregateEvaluatorFactory[] aggFactories) {
+        this.aggFactories = aggFactories;
+    }
+
+    @Override
+    public IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, int[] keyFields, final int[] keyFieldsInPartialResults)
+                    throws HyracksDataException {
+        final int[] keys = keyFields;
+
+        /**
+         * one IAggregatorDescriptor instance per Gby operator
+         */
+        return new IAggregatorDescriptor() {
+            private FrameTupleReference ftr = new FrameTupleReference();
+            private ISerializedAggregateEvaluator[] aggs = new ISerializedAggregateEvaluator[aggFactories.length];
+            private int offsetFieldIndex = keys.length;
+            private int stateFieldLength[] = new int[aggFactories.length];
+
+            @Override
+            public AggregateState createAggregateStates() {
+                return new AggregateState();
+            }
+
+            @Override
+            public void init(ArrayTupleBuilder tb, IFrameTupleAccessor accessor, int tIndex, AggregateState state)
+                    throws HyracksDataException {
+                DataOutput output = tb.getDataOutput();
+                ftr.reset(accessor, tIndex);
+                for (int i = 0; i < aggs.length; i++) {
+                    try {
+                        int begin = tb.getSize();
+                        if (aggs[i] == null) {
+                            aggs[i] = aggFactories[i].createAggregateEvaluator(ctx);
+                        }
+                        aggs[i].init(output);
+                        tb.addFieldEndOffset();
+                        stateFieldLength[i] = tb.getSize() - begin;
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+
+                // doing initial aggregate
+                ftr.reset(accessor, tIndex);
+                for (int i = 0; i < aggs.length; i++) {
+                    try {
+                        byte[] data = tb.getByteArray();
+                        int prevFieldPos = i + keys.length - 1;
+                        int start = prevFieldPos >= 0 ? tb.getFieldEndOffsets()[prevFieldPos] : 0;
+                        aggs[i].step(ftr, data, start, stateFieldLength[i]);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor,
+                    int stateTupleIndex, AggregateState state) throws HyracksDataException {
+                ftr.reset(accessor, tIndex);
+                int stateTupleStart = stateAccessor.getTupleStartOffset(stateTupleIndex);
+                int fieldSlotLength = stateAccessor.getFieldSlotsLength();
+                for (int i = 0; i < aggs.length; i++) {
+                    try {
+                        byte[] data = stateAccessor.getBuffer().array();
+                        int start = stateAccessor.getFieldStartOffset(stateTupleIndex, i + keys.length)
+                                + stateTupleStart + fieldSlotLength;
+                        aggs[i].step(ftr, data, start, stateFieldLength[i]);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            @Override
+            public boolean outputPartialResult(ArrayTupleBuilder tb, IFrameTupleAccessor stateAccessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                byte[] data = stateAccessor.getBuffer().array();
+                int startOffset = stateAccessor.getTupleStartOffset(tIndex);
+                int aggFieldOffset = stateAccessor.getFieldStartOffset(tIndex, offsetFieldIndex);
+                int refOffset = startOffset + stateAccessor.getFieldSlotsLength() + aggFieldOffset;
+                int start = refOffset;
+                for (int i = 0; i < aggs.length; i++) {
+                    try {
+                        aggs[i].finishPartial(data, start, stateFieldLength[i], tb.getDataOutput());
+                        start += stateFieldLength[i];
+                        tb.addFieldEndOffset();
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+                return true;
+            }
+
+            @Override
+            public boolean outputFinalResult(ArrayTupleBuilder tb, IFrameTupleAccessor stateAccessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                byte[] data = stateAccessor.getBuffer().array();
+                int startOffset = stateAccessor.getTupleStartOffset(tIndex);
+                int aggFieldOffset = stateAccessor.getFieldStartOffset(tIndex, offsetFieldIndex);
+                int refOffset = startOffset + stateAccessor.getFieldSlotsLength() + aggFieldOffset;
+                int start = refOffset;
+                for (int i = 0; i < aggs.length; i++) {
+                    try {
+                        aggs[i].finish(data, start, stateFieldLength[i], tb.getDataOutput());
+                        start += stateFieldLength[i];
+                        tb.addFieldEndOffset();
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+                return true;
+            }
+
+            @Override
+            public void reset() {
+
+            }
+
+            @Override
+            public void close() {
+                reset();
+            }
+
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SimpleAlgebricksAccumulatingAggregatorFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SimpleAlgebricksAccumulatingAggregatorFactory.java
new file mode 100644
index 0000000..13e3646
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/aggreg/SimpleAlgebricksAccumulatingAggregatorFactory.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.aggreg;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.group.AbstractAccumulatingAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+
+public class SimpleAlgebricksAccumulatingAggregatorFactory extends AbstractAccumulatingAggregatorDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+    private IAggregateEvaluatorFactory[] aggFactories;
+
+    public SimpleAlgebricksAccumulatingAggregatorFactory(IAggregateEvaluatorFactory[] aggFactories, int[] keys) {
+        this.aggFactories = aggFactories;
+    }
+
+    @Override
+    public IAggregatorDescriptor createAggregator(final IHyracksTaskContext ctx, RecordDescriptor inRecordDesc,
+            RecordDescriptor outRecordDescriptor, int[] aggKeys, int[] partialKeys) throws HyracksDataException {
+
+        return new IAggregatorDescriptor() {
+
+            private FrameTupleReference ftr = new FrameTupleReference();
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+
+            @Override
+            public void init(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                IAggregateEvaluator[] agg = (IAggregateEvaluator[]) state.state;
+
+                // initialize aggregate functions
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i].init();
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+
+                ftr.reset(accessor, tIndex);
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i].step(ftr);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor,
+                    int stateTupleIndex, AggregateState state) throws HyracksDataException {
+                IAggregateEvaluator[] agg = (IAggregateEvaluator[]) state.state;
+                ftr.reset(accessor, tIndex);
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i].step(ftr);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+
+            @Override
+            public boolean outputFinalResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor,
+                    int tIndex, AggregateState state) throws HyracksDataException {
+                IAggregateEvaluator[] agg = (IAggregateEvaluator[]) state.state;
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i].finish(p);
+                        tupleBuilder.addField(p.getByteArray(), p.getStartOffset(), p.getLength());
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+                return true;
+            }
+
+            @Override
+            public AggregateState createAggregateStates() {
+                IAggregateEvaluator[] agg = new IAggregateEvaluator[aggFactories.length];
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i] = aggFactories[i].createAggregateEvaluator(ctx);
+                    } catch (AlgebricksException e) {
+                        throw new IllegalStateException(e);
+                    }
+                }
+                return new AggregateState(agg);
+            }
+
+            @Override
+            public void reset() {
+
+            }
+
+            @Override
+            public boolean outputPartialResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor,
+                    int tIndex, AggregateState state) throws HyracksDataException {
+                IAggregateEvaluator[] agg = (IAggregateEvaluator[]) state.state;
+                for (int i = 0; i < agg.length; i++) {
+                    try {
+                        agg[i].finishPartial(p);
+                        tupleBuilder.addField(p.getByteArray(), p.getStartOffset(), p.getLength());
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+                return true;
+            }
+
+            @Override
+            public void close() {
+
+            }
+
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFieldFramePushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFieldFramePushRuntime.java
new file mode 100644
index 0000000..9b32aa1
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFieldFramePushRuntime.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.api.comm.IFrameFieldAppender;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameFixedFieldTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public abstract class AbstractOneInputOneOutputOneFieldFramePushRuntime
+        extends AbstractOneInputOneOutputOneFramePushRuntime {
+
+    @Override
+    protected IFrameTupleAppender getTupleAppender() {
+        return (FrameFixedFieldTupleAppender) appender;
+    }
+
+    protected IFrameFieldAppender getFieldAppender() {
+        return (FrameFixedFieldTupleAppender) appender;
+    }
+
+    protected final void initAccessAppendFieldRef(IHyracksTaskContext ctx) throws HyracksDataException {
+        frame = new VSizeFrame(ctx);
+        appender = new FrameFixedFieldTupleAppender(inputRecordDesc.getFieldCount());
+        appender.reset(frame, true);
+        tAccess = new FrameTupleAccessor(inputRecordDesc);
+        tRef = new FrameTupleReference();
+    }
+
+    protected void appendField(byte[] array, int start, int length) throws HyracksDataException {
+        FrameUtils.appendFieldToWriter(writer, getFieldAppender(), array, start, length);
+    }
+
+    protected void appendField(IFrameTupleAccessor accessor, int tid, int fid) throws HyracksDataException {
+        FrameUtils.appendFieldToWriter(writer, getFieldAppender(), accessor, tid, fid);
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFramePushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFramePushRuntime.java
new file mode 100644
index 0000000..e94f4b7
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputOneFramePushRuntime.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameAppender;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public abstract class AbstractOneInputOneOutputOneFramePushRuntime extends AbstractOneInputOneOutputPushRuntime {
+
+    protected IFrameAppender appender;
+    protected IFrame frame;
+    protected FrameTupleAccessor tAccess;
+    protected FrameTupleReference tRef;
+
+    protected final void initAccessAppend(IHyracksTaskContext ctx) throws HyracksDataException {
+        frame = new VSizeFrame(ctx);
+        appender = new FrameTupleAppender(frame);
+        tAccess = new FrameTupleAccessor(inputRecordDesc);
+    }
+
+    protected final void initAccessAppendRef(IHyracksTaskContext ctx) throws HyracksDataException {
+        initAccessAppend(ctx);
+        tRef = new FrameTupleReference();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            flushIfNotFailed();
+        } finally {
+            writer.close();
+        }
+    }
+
+    protected void flushAndReset() throws HyracksDataException {
+        if (appender.getTupleCount() > 0) {
+            appender.write(writer, true);
+        }
+    }
+
+    protected void flushIfNotFailed() throws HyracksDataException {
+        if (!failed) {
+            flushAndReset();
+        }
+    }
+
+    protected IFrameTupleAppender getTupleAppender() {
+        return (FrameTupleAppender) appender;
+    }
+
+    protected void appendToFrameFromTupleBuilder(ArrayTupleBuilder tb) throws HyracksDataException {
+        appendToFrameFromTupleBuilder(tb, false);
+    }
+
+    protected void appendToFrameFromTupleBuilder(ArrayTupleBuilder tb, boolean flushFrame) throws HyracksDataException {
+        FrameUtils.appendToWriter(writer, getTupleAppender(), tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                tb.getSize());
+        if (flushFrame) {
+            flushAndReset();
+        }
+    }
+
+    protected void appendProjectionToFrame(int tIndex, int[] projectionList) throws HyracksDataException {
+        appendProjectionToFrame(tIndex, projectionList, false);
+    }
+
+    protected void appendProjectionToFrame(int tIndex, int[] projectionList, boolean flushFrame)
+            throws HyracksDataException {
+        FrameUtils.appendProjectionToWriter(writer, getTupleAppender(), tAccess, tIndex, projectionList);
+        if (flushFrame) {
+            flushAndReset();
+        }
+    }
+
+    protected void appendTupleToFrame(int tIndex) throws HyracksDataException {
+        FrameUtils.appendToWriter(writer, getTupleAppender(), tAccess, tIndex);
+    }
+
+    protected void appendConcat(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        FrameUtils.appendConcatToWriter(writer, getTupleAppender(), accessor0, tIndex0, accessor1, tIndex1);
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputPushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputPushRuntime.java
new file mode 100644
index 0000000..89d043c
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputPushRuntime.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public abstract class AbstractOneInputOneOutputPushRuntime extends AbstractOneInputPushRuntime {
+
+    protected RecordDescriptor inputRecordDesc;
+
+    @Override
+    public void setInputRecordDescriptor(int index, RecordDescriptor recordDescriptor) {
+        this.inputRecordDesc = recordDescriptor;
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputRuntimeFactory.java
new file mode 100644
index 0000000..9fea189
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputOneOutputRuntimeFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractOneInputOneOutputRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final int[] projectionList;
+
+    public AbstractOneInputOneOutputRuntimeFactory(int[] projectionList) {
+        this.projectionList = projectionList;
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) throws AlgebricksException, HyracksDataException {
+        return createOneOutputPushRuntime(ctx);
+    }
+
+    public abstract AbstractOneInputOneOutputPushRuntime createOneOutputPushRuntime(IHyracksTaskContext ctx)
+            throws AlgebricksException, HyracksDataException;
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputPushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputPushRuntime.java
new file mode 100644
index 0000000..33e7c73
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputPushRuntime.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractOneInputPushRuntime implements IPushRuntime {
+    protected IFrameWriter writer;
+    protected RecordDescriptor outputRecordDesc;
+    protected boolean failed;
+
+    @Override
+    public void setFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+        this.writer = writer;
+        this.outputRecordDesc = recordDesc;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        failed = true;
+        writer.fail();
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSinkPushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSinkPushRuntime.java
new file mode 100644
index 0000000..e430461
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSinkPushRuntime.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public abstract class AbstractOneInputSinkPushRuntime implements IPushRuntime {
+    protected RecordDescriptor inputRecordDesc;
+
+    @Override
+    public void setFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+        throw new IllegalStateException();
+    }
+
+    @Override
+    public void setInputRecordDescriptor(int index, RecordDescriptor recordDescriptor) {
+        this.inputRecordDesc = recordDescriptor;
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSourcePushRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSourcePushRuntime.java
new file mode 100644
index 0000000..b7707d4
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/AbstractOneInputSourcePushRuntime.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractOneInputSourcePushRuntime extends AbstractOneInputPushRuntime {
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+
+    @Override
+    public void setInputRecordDescriptor(int index, RecordDescriptor recordDescriptor) {
+        throw new UnsupportedOperationException();
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/SinkRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/SinkRuntimeFactory.java
new file mode 100644
index 0000000..d1fb703
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/base/SinkRuntimeFactory.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.base;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SinkRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public SinkRuntimeFactory() {
+    }
+
+    @Override
+    public String toString() {
+        return "sink";
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) throws AlgebricksException {
+        return new AbstractOneInputSinkPushRuntime() {
+
+            @Override
+            public void open() throws HyracksDataException {
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                // flush() is meaningless for sink operators
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/group/MicroPreClusteredGroupRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/group/MicroPreClusteredGroupRuntimeFactory.java
new file mode 100644
index 0000000..2368a9c
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/group/MicroPreClusteredGroupRuntimeFactory.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.group;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputPushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupWriter;
+
+public class MicroPreClusteredGroupRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int[] groupFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IAggregatorDescriptorFactory aggregatorFactory;
+    private final RecordDescriptor inRecordDesc;
+    private final RecordDescriptor outRecordDesc;
+
+    public MicroPreClusteredGroupRuntimeFactory(int[] groupFields, IBinaryComparatorFactory[] comparatorFactories,
+            IAggregatorDescriptorFactory aggregatorFactory, RecordDescriptor inRecordDesc,
+            RecordDescriptor outRecordDesc, int[] projectionList) {
+        super(projectionList);
+        // Obs: the projection list is currently ignored.
+        if (projectionList != null) {
+            throw new NotImplementedException("Cannot push projection into InMemorySortRuntime.");
+        }
+        this.groupFields = groupFields;
+        this.comparatorFactories = comparatorFactories;
+        this.aggregatorFactory = aggregatorFactory;
+        this.inRecordDesc = inRecordDesc;
+        this.outRecordDesc = outRecordDesc;
+    }
+
+    @Override
+    public AbstractOneInputOneOutputPushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+
+        return new AbstractOneInputOneOutputPushRuntime() {
+
+            private PreclusteredGroupWriter pgw;
+
+            @Override
+            public void open() throws HyracksDataException {
+                pgw = new PreclusteredGroupWriter(ctx, groupFields, comparators, aggregatorFactory, inRecordDesc,
+                        outRecordDesc, writer);
+                pgw.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                pgw.nextFrame(buffer);
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                pgw.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                pgw.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                pgw.flush();
+            }
+        };
+
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/AlgebricksMetaOperatorDescriptor.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/AlgebricksMetaOperatorDescriptor.java
new file mode 100644
index 0000000..f2afe98
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/AlgebricksMetaOperatorDescriptor.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.meta;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+public class AlgebricksMetaOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    // array of factories for building the local runtime pipeline
+    private final AlgebricksPipeline pipeline;
+
+    public AlgebricksMetaOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
+            IPushRuntimeFactory[] runtimeFactories, RecordDescriptor[] internalRecordDescriptors) {
+        super(spec, inputArity, outputArity);
+        if (outputArity == 1) {
+            this.recordDescriptors[0] = internalRecordDescriptors[internalRecordDescriptors.length - 1];
+        }
+        this.pipeline = new AlgebricksPipeline(runtimeFactories, internalRecordDescriptors);
+    }
+
+    public AlgebricksPipeline getPipeline() {
+        return pipeline;
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject json = super.toJSON();
+        json.put("micro-operators", pipeline.getRuntimeFactories());
+        return json;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("Asterix { \n");
+        for (IPushRuntimeFactory f : pipeline.getRuntimeFactories()) {
+            sb.append("  " + f.toString() + ";\n");
+        }
+        sb.append("}");
+        // sb.append(super.getInputArity());
+        // sb.append(";");
+        // sb.append(super.getOutputArity());
+        // sb.append(";");
+        return sb.toString();
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        if (inputArity == 0) {
+            return createSourceInputPushRuntime(ctx, recordDescProvider, partition, nPartitions);
+        } else {
+            return createOneInputOneOutputPushRuntime(ctx, recordDescProvider, partition, nPartitions);
+        }
+    }
+
+    private IOperatorNodePushable createSourceInputPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+
+            @Override
+            public void initialize() throws HyracksDataException {
+                IFrameWriter startOfPipeline;
+                RecordDescriptor pipelineOutputRecordDescriptor = outputArity > 0
+                        ? AlgebricksMetaOperatorDescriptor.this.recordDescriptors[0] : null;
+
+                PipelineAssembler pa = new PipelineAssembler(pipeline, inputArity, outputArity, null,
+                        pipelineOutputRecordDescriptor);
+                try {
+                    startOfPipeline = pa.assemblePipeline(writer, ctx);
+                } catch (AlgebricksException e) {
+                    throw new HyracksDataException(e);
+                }
+                try {
+                    startOfPipeline.open();
+                } catch (HyracksDataException e) {
+                    // Tell the downstream the job fails.
+                    startOfPipeline.fail();
+                    // Throws the exception.
+                    throw e;
+                } finally {
+                    startOfPipeline.close();
+                }
+            }
+        };
+    }
+
+    private IOperatorNodePushable createOneInputOneOutputPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+
+            private IFrameWriter startOfPipeline;
+
+            @Override
+            public void open() throws HyracksDataException {
+                if (startOfPipeline == null) {
+                    RecordDescriptor pipelineOutputRecordDescriptor = outputArity > 0
+                            ? AlgebricksMetaOperatorDescriptor.this.recordDescriptors[0] : null;
+                    RecordDescriptor pipelineInputRecordDescriptor = recordDescProvider
+                            .getInputRecordDescriptor(AlgebricksMetaOperatorDescriptor.this.getActivityId(), 0);
+                    PipelineAssembler pa = new PipelineAssembler(pipeline, inputArity, outputArity,
+                            pipelineInputRecordDescriptor, pipelineOutputRecordDescriptor);
+                    try {
+                        startOfPipeline = pa.assemblePipeline(writer, ctx);
+                    } catch (AlgebricksException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                }
+                startOfPipeline.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                startOfPipeline.nextFrame(buffer);
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                startOfPipeline.close();
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                startOfPipeline.fail();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                startOfPipeline.flush();
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java
new file mode 100644
index 0000000..cd83c94
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/PipelineAssembler.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.meta;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class PipelineAssembler {
+
+    // array of factories for building the local runtime pipeline
+    private final RecordDescriptor pipelineInputRecordDescriptor;
+    private final RecordDescriptor pipelineOutputRecordDescriptor;
+
+    private final int inputArity;
+    private final int outputArity;
+    private final AlgebricksPipeline pipeline;
+
+    public PipelineAssembler(AlgebricksPipeline pipeline, int inputArity, int outputArity,
+            RecordDescriptor pipelineInputRecordDescriptor, RecordDescriptor pipelineOutputRecordDescriptor) {
+        this.pipeline = pipeline;
+        this.pipelineInputRecordDescriptor = pipelineInputRecordDescriptor;
+        this.pipelineOutputRecordDescriptor = pipelineOutputRecordDescriptor;
+        this.inputArity = inputArity;
+        this.outputArity = outputArity;
+    }
+
+    public IFrameWriter assemblePipeline(IFrameWriter writer, IHyracksTaskContext ctx) throws AlgebricksException,
+            HyracksDataException {
+        // plug the operators
+        IFrameWriter start = writer;// this.writer;
+        for (int i = pipeline.getRuntimeFactories().length - 1; i >= 0; i--) {
+            IPushRuntime newRuntime = pipeline.getRuntimeFactories()[i].createPushRuntime(ctx);
+            if (i == pipeline.getRuntimeFactories().length - 1) {
+                if (outputArity == 1) {
+                    newRuntime.setFrameWriter(0, start, pipelineOutputRecordDescriptor);
+                }
+            } else {
+                newRuntime.setFrameWriter(0, start, pipeline.getRecordDescriptors()[i]);
+            }
+            if (i > 0) {
+                newRuntime.setInputRecordDescriptor(0, pipeline.getRecordDescriptors()[i - 1]);
+            } else if (inputArity > 0) {
+                newRuntime.setInputRecordDescriptor(0, pipelineInputRecordDescriptor);
+            }
+            start = newRuntime;
+        }
+        return start;
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java
new file mode 100644
index 0000000..ac9bae2
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/meta/SubplanRuntimeFactory.java
@@ -0,0 +1,174 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.meta;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputPushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory.NestedTupleSourceRuntime;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public class SubplanRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final AlgebricksPipeline pipeline;
+    private final RecordDescriptor inputRecordDesc;
+    private final INullWriterFactory[] nullWriterFactories;
+
+    public SubplanRuntimeFactory(AlgebricksPipeline pipeline, INullWriterFactory[] nullWriterFactories,
+            RecordDescriptor inputRecordDesc, int[] projectionList) {
+        super(projectionList);
+        this.pipeline = pipeline;
+        this.nullWriterFactories = nullWriterFactories;
+        this.inputRecordDesc = inputRecordDesc;
+        if (projectionList != null) {
+            throw new NotImplementedException();
+        }
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("Subplan { \n");
+        for (IPushRuntimeFactory f : pipeline.getRuntimeFactories()) {
+            sb.append("  " + f.toString() + ";\n");
+        }
+        sb.append("}");
+        return sb.toString();
+    }
+
+    @Override
+    public AbstractOneInputOneOutputPushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException, HyracksDataException {
+
+        RecordDescriptor pipelineOutputRecordDescriptor = null;
+
+        final PipelineAssembler pa = new PipelineAssembler(pipeline, 1, 1, inputRecordDesc,
+                pipelineOutputRecordDescriptor);
+        final INullWriter[] nullWriters = new INullWriter[nullWriterFactories.length];
+        for (int i = 0; i < nullWriterFactories.length; i++) {
+            nullWriters[i] = nullWriterFactories[i].createNullWriter();
+        }
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+
+            /**
+             * Computes the outer product between a given tuple and the frames
+             * passed.
+             */
+            class TupleOuterProduct implements IFrameWriter {
+
+                private boolean smthWasWritten = false;
+                private FrameTupleAccessor ta = new FrameTupleAccessor(
+                        pipeline.getRecordDescriptors()[pipeline.getRecordDescriptors().length - 1]);
+                private ArrayTupleBuilder tb = new ArrayTupleBuilder(nullWriters.length);
+
+                @Override
+                public void open() throws HyracksDataException {
+                    smthWasWritten = false;
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    ta.reset(buffer);
+                    int nTuple = ta.getTupleCount();
+                    for (int t = 0; t < nTuple; t++) {
+                        appendConcat(tRef.getFrameTupleAccessor(), tRef.getTupleIndex(), ta, t);
+                    }
+                    smthWasWritten = true;
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    if (!smthWasWritten) {
+                        // the case when we need to write nulls
+                        appendNullsToTuple();
+                        appendToFrameFromTupleBuilder(tb);
+                    }
+
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+
+                private void appendNullsToTuple() throws HyracksDataException {
+                    tb.reset();
+                    int n0 = tRef.getFieldCount();
+                    for (int f = 0; f < n0; f++) {
+                        tb.addField(tRef.getFrameTupleAccessor(), tRef.getTupleIndex(), f);
+                    }
+                    DataOutput dos = tb.getDataOutput();
+                    for (int i = 0; i < nullWriters.length; i++) {
+                        nullWriters[i].writeNull(dos);
+                        tb.addFieldEndOffset();
+                    }
+                }
+            }
+
+            IFrameWriter endPipe = new TupleOuterProduct();
+
+            NestedTupleSourceRuntime startOfPipeline = (NestedTupleSourceRuntime) pa.assemblePipeline(endPipe, ctx);
+
+            boolean first = true;
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                if (first) {
+                    first = false;
+                    initAccessAppendRef(ctx);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    startOfPipeline.writeTuple(buffer, t);
+                    startOfPipeline.open();
+                    startOfPipeline.close();
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                writer.flush();
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/sort/InMemorySortRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/sort/InMemorySortRuntimeFactory.java
new file mode 100644
index 0000000..df05d50
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/sort/InMemorySortRuntimeFactory.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.sort;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.common.exceptions.NotImplementedException;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputPushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.FrameFreeSlotPolicyFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFrameMemoryManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+import org.apache.hyracks.dataflow.std.sort.FrameSorterMergeSort;
+
+public class InMemorySortRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] sortFields;
+    private INormalizedKeyComputerFactory firstKeyNormalizerFactory;
+    private IBinaryComparatorFactory[] comparatorFactories;
+
+    public InMemorySortRuntimeFactory(int[] sortFields, INormalizedKeyComputerFactory firstKeyNormalizerFactory,
+            IBinaryComparatorFactory[] comparatorFactories, int[] projectionList) {
+        super(projectionList);
+        // Obs: the projection list is currently ignored.
+        if (projectionList != null) {
+            throw new NotImplementedException("Cannot push projection into InMemorySortRuntime.");
+        }
+        this.sortFields = sortFields;
+        this.firstKeyNormalizerFactory = firstKeyNormalizerFactory;
+        this.comparatorFactories = comparatorFactories;
+    }
+
+    @Override
+    public AbstractOneInputOneOutputPushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+
+        return new AbstractOneInputOneOutputPushRuntime() {
+
+            FrameSorterMergeSort frameSorter = null;
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                if (frameSorter == null) {
+                    IFrameBufferManager manager = new VariableFrameMemoryManager(
+                            new VariableFramePool(ctx, VariableFramePool.UNLIMITED_MEMORY),
+                            FrameFreeSlotPolicyFactory.createFreeSlotPolicy(EnumFreeSlotPolicy.LAST_FIT));
+                    frameSorter = new FrameSorterMergeSort(ctx, manager, sortFields, firstKeyNormalizerFactory,
+                            comparatorFactories, outputRecordDesc);
+                }
+                frameSorter.reset();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                frameSorter.insertFrame(buffer);
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                writer.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    frameSorter.sort();
+                    frameSorter.flush(writer);
+                } finally {
+                    writer.close();
+                }
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/AssignRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/AssignRuntimeFactory.java
new file mode 100644
index 0000000..50706bd
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/AssignRuntimeFactory.java
@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public class AssignRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private int[] outColumns;
+    private IScalarEvaluatorFactory[] evalFactories;
+    private final boolean flushFramesRapidly;
+
+    /**
+     * @param outColumns
+     *            a sorted array of columns into which the result is written to
+     * @param evalFactories
+     * @param projectionList
+     *            an array of columns to be projected
+     */
+
+    public AssignRuntimeFactory(int[] outColumns, IScalarEvaluatorFactory[] evalFactories, int[] projectionList) {
+        this(outColumns, evalFactories, projectionList, false);
+    }
+
+    public AssignRuntimeFactory(int[] outColumns, IScalarEvaluatorFactory[] evalFactories, int[] projectionList,
+            boolean flushFramesRapidly) {
+        super(projectionList);
+        this.outColumns = outColumns;
+        this.evalFactories = evalFactories;
+        this.flushFramesRapidly = flushFramesRapidly;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("assign [");
+        for (int i = 0; i < outColumns.length; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            sb.append(outColumns[i]);
+        }
+        sb.append("] := [");
+        for (int i = 0; i < evalFactories.length; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            sb.append(evalFactories[i]);
+        }
+        sb.append("]");
+        return sb.toString();
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        final int[] projectionToOutColumns = new int[projectionList.length];
+        for (int j = 0; j < projectionList.length; j++) {
+            projectionToOutColumns[j] = Arrays.binarySearch(outColumns, projectionList[j]);
+        }
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+            private IPointable result = VoidPointable.FACTORY.createPointable();
+            private IScalarEvaluator[] eval = new IScalarEvaluator[evalFactories.length];
+            private ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(projectionList.length);
+            private boolean first = true;
+            private boolean isOpen = false;
+
+            @Override
+            public void open() throws HyracksDataException {
+                if (first) {
+                    initAccessAppendRef(ctx);
+                    first = false;
+                    int n = evalFactories.length;
+                    for (int i = 0; i < n; i++) {
+                        try {
+                            eval[i] = evalFactories[i].createScalarEvaluator(ctx);
+                        } catch (AlgebricksException ae) {
+                            throw new HyracksDataException(ae);
+                        }
+                    }
+                }
+                isOpen = true;
+                writer.open();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (isOpen) {
+                    super.close();
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                int t = 0;
+                if (nTuple > 1) {
+                    for (; t < nTuple - 1; t++) {
+                        tRef.reset(tAccess, t);
+                        produceTuple(tupleBuilder, tAccess, t, tRef);
+                        appendToFrameFromTupleBuilder(tupleBuilder);
+                    }
+                }
+
+                tRef.reset(tAccess, t);
+                produceTuple(tupleBuilder, tAccess, t, tRef);
+                if (flushFramesRapidly) {
+                    // Whenever all the tuples in the incoming frame have been consumed, the assign operator
+                    // will push its frame to the next operator; i.e., it won't wait until the frame gets full.
+                    appendToFrameFromTupleBuilder(tupleBuilder, true);
+                } else {
+                    appendToFrameFromTupleBuilder(tupleBuilder);
+                }
+            }
+
+            private void produceTuple(ArrayTupleBuilder tb, IFrameTupleAccessor accessor, int tIndex,
+                    FrameTupleReference tupleRef) throws HyracksDataException {
+                tb.reset();
+                for (int f = 0; f < projectionList.length; f++) {
+                    int k = projectionToOutColumns[f];
+                    if (k >= 0) {
+                        try {
+                            eval[k].evaluate(tupleRef, result);
+                        } catch (AlgebricksException e) {
+                            throw new HyracksDataException(e);
+                        }
+                        tb.addField(result.getByteArray(), result.getStartOffset(), result.getLength());
+                    } else {
+                        tb.addField(accessor, tIndex, projectionList[f]);
+                    }
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                if (isOpen) {
+                    writer.fail();
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/EmptyTupleSourceRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/EmptyTupleSourceRuntimeFactory.java
new file mode 100644
index 0000000..2b7c2da
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/EmptyTupleSourceRuntimeFactory.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputSourcePushRuntime;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+
+public class EmptyTupleSourceRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public EmptyTupleSourceRuntimeFactory() {
+    }
+
+    @Override
+    public String toString() {
+        return "ets";
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(final IHyracksTaskContext ctx) throws HyracksDataException {
+        return new AbstractOneInputSourcePushRuntime() {
+
+            private final ArrayTupleBuilder tb = new ArrayTupleBuilder(0);
+            private final FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    throw new IllegalStateException();
+                }
+                appender.write(writer, true);
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                writer.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/NestedTupleSourceRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/NestedTupleSourceRuntimeFactory.java
new file mode 100644
index 0000000..e123adf
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/NestedTupleSourceRuntimeFactory.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class NestedTupleSourceRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public NestedTupleSourceRuntimeFactory() {
+    }
+
+    @Override
+    public String toString() {
+        return "nts";
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) throws HyracksDataException {
+        return new NestedTupleSourceRuntime(ctx);
+    }
+
+    public static class NestedTupleSourceRuntime extends AbstractOneInputOneOutputOneFramePushRuntime {
+
+        public NestedTupleSourceRuntime(IHyracksTaskContext ctx) throws HyracksDataException {
+            initAccessAppend(ctx);
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            writer.open();
+        }
+
+        public void writeTuple(ByteBuffer inputBuffer, int tIndex) throws HyracksDataException {
+            tAccess.reset(inputBuffer);
+            appendTupleToFrame(tIndex);
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            throw new IllegalStateException();
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            writer.fail();
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            writer.flush();
+        }
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PartitioningSplitOperatorDescriptor.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PartitioningSplitOperatorDescriptor.java
new file mode 100644
index 0000000..2d5c929
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PartitioningSplitOperatorDescriptor.java
@@ -0,0 +1,217 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspector;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputOperatorNodePushable;
+
+public class PartitioningSplitOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+    public static int NO_DEFAULT_BRANCH = -1;
+
+    private final IScalarEvaluatorFactory[] evalFactories;
+    private final IBinaryBooleanInspector boolInspector;
+    private final int defaultBranchIndex;
+
+    public PartitioningSplitOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IScalarEvaluatorFactory[] evalFactories, IBinaryBooleanInspector boolInspector, int defaultBranchIndex,
+            RecordDescriptor rDesc) {
+        super(spec, 1, (defaultBranchIndex == evalFactories.length) ? evalFactories.length + 1 : evalFactories.length);
+        for (int i = 0; i < evalFactories.length; i++) {
+            recordDescriptors[i] = rDesc;
+        }
+        this.evalFactories = evalFactories;
+        this.boolInspector = boolInspector;
+        this.defaultBranchIndex = defaultBranchIndex;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                    throws HyracksDataException {
+        return new AbstractUnaryInputOperatorNodePushable() {
+            private final IFrameWriter[] writers = new IFrameWriter[outputArity];
+            private final boolean[] isOpen = new boolean[outputArity];
+            private final IFrame[] writeBuffers = new IFrame[outputArity];
+            private final IScalarEvaluator[] evals = new IScalarEvaluator[outputArity];
+            private final IPointable evalPointable = new VoidPointable();
+            private final RecordDescriptor inOutRecDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(),
+                    0);
+            private final FrameTupleAccessor accessor = new FrameTupleAccessor(inOutRecDesc);
+            private final FrameTupleReference frameTuple = new FrameTupleReference();
+
+            private final FrameTupleAppender tupleAppender = new FrameTupleAppender();
+            private final ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(inOutRecDesc.getFieldCount());
+            private final DataOutput tupleDos = tupleBuilder.getDataOutput();
+
+            @Override
+            public void close() throws HyracksDataException {
+                HyracksDataException hde = null;
+                for (int i = 0; i < outputArity; i++) {
+                    if (isOpen[i]) {
+                        try {
+                            tupleAppender.reset(writeBuffers[i], false);
+                            tupleAppender.write(writers[i], false);
+                        } catch (Throwable th) {
+                            if (hde == null) {
+                                hde = new HyracksDataException();
+                            }
+                            hde.addSuppressed(th);
+                        } finally {
+                            try {
+                                writers[i].close();
+                            } catch (Throwable th) {
+                                if (hde == null) {
+                                    hde = new HyracksDataException();
+                                }
+                                hde.addSuppressed(th);
+                            }
+                        }
+                    }
+                }
+                if (hde != null) {
+                    throw hde;
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                for (int i = 0; i < outputArity; i++) {
+                    tupleAppender.reset(writeBuffers[i], false);
+                    tupleAppender.flush(writers[i]);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                HyracksDataException hde = null;
+                for (int i = 0; i < outputArity; i++) {
+                    if (isOpen[i]) {
+                        try {
+                            writers[i].fail();
+                        } catch (Throwable th) {
+                            if (hde == null) {
+                                hde = new HyracksDataException();
+                            }
+                            hde.addSuppressed(th);
+                        }
+                    }
+                }
+                if (hde != null) {
+                    throw hde;
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                accessor.reset(buffer);
+                int tupleCount = accessor.getTupleCount();
+                for (int i = 0; i < tupleCount; i++) {
+                    frameTuple.reset(accessor, i);
+                    boolean found = false;
+                    for (int j = 0; j < evals.length; j++) {
+                        try {
+                            evals[j].evaluate(frameTuple, evalPointable);
+                        } catch (AlgebricksException e) {
+                            throw new HyracksDataException(e);
+                        }
+                        found = boolInspector.getBooleanValue(evalPointable.getByteArray(),
+                                evalPointable.getStartOffset(), evalPointable.getLength());
+                        if (found) {
+                            copyAndAppendTuple(j);
+                            break;
+                        }
+                    }
+                    // Optionally write to default output branch.
+                    if (!found && defaultBranchIndex != NO_DEFAULT_BRANCH) {
+                        copyAndAppendTuple(defaultBranchIndex);
+                    }
+                }
+            }
+
+            private void copyAndAppendTuple(int outputIndex) throws HyracksDataException {
+                // Copy tuple into tuple builder.
+                try {
+                    tupleBuilder.reset();
+                    for (int i = 0; i < frameTuple.getFieldCount(); i++) {
+                        tupleDos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i),
+                                frameTuple.getFieldLength(i));
+                        tupleBuilder.addFieldEndOffset();
+                    }
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+                tupleAppender.reset(writeBuffers[outputIndex], false);
+                FrameUtils.appendToWriter(writers[outputIndex], tupleAppender, tupleBuilder.getFieldEndOffsets(),
+                        tupleBuilder.getByteArray(), 0, tupleBuilder.getSize());
+            }
+
+            @Override
+            public void open() throws HyracksDataException {
+                for (int i = 0; i < writers.length; i++) {
+                    isOpen[i] = true;
+                    writers[i].open();
+                }
+                // Create write buffers.
+                for (int i = 0; i < outputArity; i++) {
+                    writeBuffers[i] = new VSizeFrame(ctx);
+                    // Make sure to clear all buffers, since we are reusing the tupleAppender.
+                    tupleAppender.reset(writeBuffers[i], true);
+                }
+                // Create evaluators for partitioning.
+                try {
+                    for (int i = 0; i < evalFactories.length; i++) {
+                        evals[i] = evalFactories[i].createScalarEvaluator(ctx);
+                    }
+                } catch (AlgebricksException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+                writers[index] = writer;
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PrinterRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PrinterRuntimeFactory.java
new file mode 100644
index 0000000..021784a
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/PrinterRuntimeFactory.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.writers.PrinterBasedWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class PrinterRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] printColumns;
+    private final IPrinterFactory[] printerFactories;
+    private final RecordDescriptor inputRecordDesc;
+
+    public PrinterRuntimeFactory(int[] printColumns, IPrinterFactory[] printerFactories,
+            RecordDescriptor inputRecordDesc) {
+        this.printColumns = printColumns;
+        this.printerFactories = printerFactories;
+        this.inputRecordDesc = inputRecordDesc;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder buf = new StringBuilder();
+        buf.append("print [");
+        for (int i = 0; i < printColumns.length; i++) {
+            if (i > 0) {
+                buf.append("; ");
+            }
+            buf.append(printColumns[i]);
+        }
+        buf.append("]");
+        return buf.toString();
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) {
+        IAWriter w = PrinterBasedWriterFactory.INSTANCE.createWriter(printColumns, System.out, printerFactories,
+                inputRecordDesc);
+        return new SinkWriterRuntime(w, System.out, inputRecordDesc);
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/RunningAggregateRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/RunningAggregateRuntimeFactory.java
new file mode 100644
index 0000000..bb6cc73
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/RunningAggregateRuntimeFactory.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public class RunningAggregateRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] outColumns;
+    private final IRunningAggregateEvaluatorFactory[] runningAggregates;
+
+    /**
+     * @param outColumns
+     *            a sorted array of columns into which the result is written to
+     * @param runningAggregates
+     * @param projectionList
+     *            an array of columns to be projected
+     */
+
+    public RunningAggregateRuntimeFactory(int[] outColumns, IRunningAggregateEvaluatorFactory[] runningAggregates,
+            int[] projectionList) {
+        super(projectionList);
+        this.outColumns = outColumns;
+        this.runningAggregates = runningAggregates;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder sb = new StringBuilder();
+        sb.append("running-aggregate [");
+        for (int i = 0; i < outColumns.length; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            sb.append(outColumns[i]);
+        }
+        sb.append("] := [");
+        for (int i = 0; i < runningAggregates.length; i++) {
+            if (i > 0) {
+                sb.append(", ");
+            }
+            sb.append(runningAggregates[i]);
+        }
+        sb.append("]");
+        return sb.toString();
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        final int[] projectionToOutColumns = new int[projectionList.length];
+        for (int j = 0; j < projectionList.length; j++) {
+            projectionToOutColumns[j] = Arrays.binarySearch(outColumns, projectionList[j]);
+        }
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+            private final IPointable p = VoidPointable.FACTORY.createPointable();
+            private final IRunningAggregateEvaluator[] raggs = new IRunningAggregateEvaluator[runningAggregates.length];
+            private final ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(projectionList.length);
+            private boolean first = true;
+            private boolean isOpen = false;
+
+            @Override
+            public void open() throws HyracksDataException {
+                initAccessAppendRef(ctx);
+                if (first) {
+                    first = false;
+                    int n = runningAggregates.length;
+                    for (int i = 0; i < n; i++) {
+                        try {
+                            raggs[i] = runningAggregates[i].createRunningAggregateEvaluator(ctx);
+                        } catch (AlgebricksException ae) {
+                            throw new HyracksDataException(ae);
+                        }
+                    }
+                }
+                for (int i = 0; i < runningAggregates.length; i++) {
+                    try {
+                        raggs[i].init();
+                    } catch (AlgebricksException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                }
+                isOpen = true;
+                writer.open();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (isOpen) {
+                    super.close();
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                if (isOpen) {
+                    super.fail();
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    produceTuple(tupleBuilder, tAccess, t, tRef);
+                    appendToFrameFromTupleBuilder(tupleBuilder);
+                }
+            }
+
+            private void produceTuple(ArrayTupleBuilder tb, IFrameTupleAccessor accessor, int tIndex,
+                    FrameTupleReference tupleRef) throws HyracksDataException {
+                tb.reset();
+                for (int f = 0; f < projectionList.length; f++) {
+                    int k = projectionToOutColumns[f];
+                    if (k >= 0) {
+                        try {
+                            raggs[k].step(tupleRef, p);
+                        } catch (AlgebricksException e) {
+                            throw new HyracksDataException(e);
+                        }
+                        tb.addField(p.getByteArray(), p.getStartOffset(), p.getLength());
+                    } else {
+                        tb.addField(accessor, tIndex, projectionList[f]);
+                    }
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntime.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntime.java
new file mode 100644
index 0000000..ebf3d3a
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntime.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.PrintStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputSinkPushRuntime;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public class SinkWriterRuntime extends AbstractOneInputSinkPushRuntime {
+
+    private final PrintStream printStream;
+    private final IAWriter writer;
+    private RecordDescriptor inputRecordDesc;
+    private FrameTupleAccessor tAccess;
+    private boolean autoClose = false;
+    private boolean first = true;
+
+    public SinkWriterRuntime(IAWriter writer, PrintStream printStream, RecordDescriptor inputRecordDesc) {
+        this.writer = writer;
+        this.printStream = printStream;
+        this.inputRecordDesc = inputRecordDesc;
+        this.tAccess = new FrameTupleAccessor(inputRecordDesc);
+    }
+
+    public SinkWriterRuntime(IAWriter writer, PrintStream printStream, RecordDescriptor inputRecordDesc,
+            boolean autoClose) {
+        this(writer, printStream, inputRecordDesc);
+        this.autoClose = autoClose;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (first) {
+            first = false;
+            tAccess = new FrameTupleAccessor(inputRecordDesc);
+            writer.init();
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        tAccess.reset(buffer);
+        int nTuple = tAccess.getTupleCount();
+        for (int t = 0; t < nTuple; t++) {
+            writer.printTuple(tAccess, t);
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (autoClose) {
+            printStream.close();
+        }
+    }
+
+    @Override
+    public void setInputRecordDescriptor(int index, RecordDescriptor recordDescriptor) {
+        this.inputRecordDesc = recordDescriptor;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        // flush() makes no sense to sink operators
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntimeFactory.java
new file mode 100644
index 0000000..62e3542
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/SinkWriterRuntimeFactory.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.BufferedOutputStream;
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.FileOutputStream;
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.data.IAWriterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntime;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class SinkWriterRuntimeFactory implements IPushRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fields;
+    private final IPrinterFactory[] printerFactories;
+    private final File outputFile;
+    private final RecordDescriptor inputRecordDesc;
+    private final IAWriterFactory writerFactory;
+
+    public SinkWriterRuntimeFactory(int[] fields, IPrinterFactory[] printerFactories, File outputFile,
+            IAWriterFactory writerFactory, RecordDescriptor inputRecordDesc) {
+        this.fields = fields;
+        this.printerFactories = printerFactories;
+        this.outputFile = outputFile;
+        this.writerFactory = writerFactory;
+        this.inputRecordDesc = inputRecordDesc;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder buf = new StringBuilder();
+        buf.append("sink-write " + "[");
+        for (int i = 0; i < fields.length; i++) {
+            if (i > 0) {
+                buf.append("; ");
+            }
+            buf.append(fields[i]);
+        }
+        buf.append("] outputFile");
+        return buf.toString();
+    }
+
+    @Override
+    public IPushRuntime createPushRuntime(IHyracksTaskContext ctx) throws AlgebricksException {
+        PrintStream filePrintStream = null;
+        try {
+            filePrintStream = new PrintStream(new BufferedOutputStream(new FileOutputStream(outputFile)));
+        } catch (FileNotFoundException e) {
+            throw new AlgebricksException(e);
+        }
+        IAWriter w = writerFactory.createWriter(fields, filePrintStream, printerFactories, inputRecordDesc);
+        return new SinkWriterRuntime(w, filePrintStream, inputRecordDesc, true);
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamLimitRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamLimitRuntimeFactory.java
new file mode 100644
index 0000000..11f47ac
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamLimitRuntimeFactory.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspector;
+import org.apache.hyracks.algebricks.data.IBinaryIntegerInspectorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+
+public class StreamLimitRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IScalarEvaluatorFactory maxObjectsEvalFactory;
+    private final IScalarEvaluatorFactory offsetEvalFactory;
+    private final IBinaryIntegerInspectorFactory binaryIntegerInspectorFactory;
+
+    public StreamLimitRuntimeFactory(IScalarEvaluatorFactory maxObjectsEvalFactory,
+            IScalarEvaluatorFactory offsetEvalFactory, int[] projectionList,
+            IBinaryIntegerInspectorFactory binaryIntegerInspectorFactory) {
+        super(projectionList);
+        this.maxObjectsEvalFactory = maxObjectsEvalFactory;
+        this.offsetEvalFactory = offsetEvalFactory;
+        this.binaryIntegerInspectorFactory = binaryIntegerInspectorFactory;
+    }
+
+    @Override
+    public String toString() {
+        String s = "stream-limit " + maxObjectsEvalFactory.toString();
+        if (offsetEvalFactory != null) {
+            return s + ", " + offsetEvalFactory.toString();
+        } else {
+            return s;
+        }
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx) {
+        final IBinaryIntegerInspector bii = binaryIntegerInspectorFactory.createBinaryIntegerInspector(ctx);
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+            private final IPointable p = VoidPointable.FACTORY.createPointable();
+            private IScalarEvaluator evalMaxObjects;
+            private IScalarEvaluator evalOffset = null;
+            private int toWrite = 0; // how many tuples still to write
+            private int toSkip = 0; // how many tuples still to skip
+            private boolean firstTuple = true;
+            private boolean afterLastTuple = false;
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                if (evalMaxObjects == null) {
+                    initAccessAppendRef(ctx);
+                    try {
+                        evalMaxObjects = maxObjectsEvalFactory.createScalarEvaluator(ctx);
+                        if (offsetEvalFactory != null) {
+                            evalOffset = offsetEvalFactory.createScalarEvaluator(ctx);
+                        }
+                    } catch (AlgebricksException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                }
+                afterLastTuple = false;
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                if (afterLastTuple) {
+                    return;
+                }
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                int start = 0;
+                if (nTuple <= toSkip) {
+                    toSkip -= nTuple;
+                    return;
+                } else if (toSkip > 0) {
+                    start = toSkip;
+                    toSkip = 0;
+                }
+                for (int t = start; t < nTuple; t++) {
+                    if (firstTuple) {
+                        firstTuple = false;
+                        toWrite = evaluateInteger(evalMaxObjects, t);
+                        if (evalOffset != null) {
+                            toSkip = evaluateInteger(evalOffset, t);
+                        }
+                    }
+                    if (toSkip > 0) {
+                        toSkip--;
+                    } else if (toWrite > 0) {
+                        toWrite--;
+                        if (projectionList != null) {
+                            appendProjectionToFrame(t, projectionList);
+                        } else {
+                            appendTupleToFrame(t);
+                        }
+                    } else {
+                        afterLastTuple = true;
+                        break;
+                    }
+                }
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                toWrite = 0; // how many tuples still to write
+                toSkip = 0; // how many tuples still to skip
+                firstTuple = true;
+                afterLastTuple = false;
+                super.close();
+            }
+
+            private int evaluateInteger(IScalarEvaluator eval, int tIdx) throws HyracksDataException {
+                tRef.reset(tAccess, tIdx);
+                try {
+                    eval.evaluate(tRef, p);
+                } catch (AlgebricksException ae) {
+                    throw new HyracksDataException(ae);
+                }
+                int lim = bii.getIntegerValue(p.getByteArray(), p.getStartOffset(), p.getLength());
+                return lim;
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamProjectRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamProjectRuntimeFactory.java
new file mode 100644
index 0000000..43c63b5
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamProjectRuntimeFactory.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class StreamProjectRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final boolean flushFramesRapidly;
+
+    public StreamProjectRuntimeFactory(int[] projectionList, boolean flushFramesRapidly) {
+        super(projectionList);
+        this.flushFramesRapidly = flushFramesRapidly;
+    }
+
+    public StreamProjectRuntimeFactory(int[] projectionList) {
+        this(projectionList, false);
+    }
+
+    @Override
+    public String toString() {
+        return "stream-project " + Arrays.toString(projectionList);
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+
+            private boolean first = true;
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                if (first) {
+                    first = false;
+                    initAccessAppend(ctx);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                // what if numOfTuples is 0?
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                if (nTuple == 0) {
+                    appender.flush(writer);
+                } else {
+                    int t = 0;
+                    if (nTuple > 1) {
+                        for (; t < nTuple - 1; t++) {
+                            appendProjectionToFrame(t, projectionList);
+                        }
+                    }
+                    if (flushFramesRapidly) {
+                        // Whenever all the tuples in the incoming frame have been consumed, the project operator
+                        // will push its frame to the next operator; i.e., it won't wait until the frame gets full.
+                        appendProjectionToFrame(t, projectionList, true);
+                    } else {
+                        appendProjectionToFrame(t, projectionList);
+                    }
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamSelectRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamSelectRuntimeFactory.java
new file mode 100644
index 0000000..5eb4604
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StreamSelectRuntimeFactory.java
@@ -0,0 +1,168 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspector;
+import org.apache.hyracks.algebricks.data.IBinaryBooleanInspectorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFieldFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+
+public class StreamSelectRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IScalarEvaluatorFactory cond;
+
+    private final IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory;
+
+    private final boolean retainNull;
+
+    private final int nullPlaceholderVariableIndex;
+
+    private final INullWriterFactory nullWriterFactory;
+
+    /**
+     * @param cond
+     * @param projectionList
+     *            if projectionList is null, then no projection is performed
+     * @param retainNull
+     * @param nullPlaceholderVariableIndex
+     * @param nullWriterFactory
+     * @throws HyracksDataException
+     */
+    public StreamSelectRuntimeFactory(IScalarEvaluatorFactory cond, int[] projectionList,
+            IBinaryBooleanInspectorFactory binaryBooleanInspectorFactory, boolean retainNull,
+            int nullPlaceholderVariableIndex, INullWriterFactory nullWriterFactory) {
+        super(projectionList);
+        this.cond = cond;
+        this.binaryBooleanInspectorFactory = binaryBooleanInspectorFactory;
+        this.retainNull = retainNull;
+        this.nullPlaceholderVariableIndex = nullPlaceholderVariableIndex;
+        this.nullWriterFactory = nullWriterFactory;
+    }
+
+    @Override
+    public String toString() {
+        return "stream-select " + cond.toString();
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx) {
+        final IBinaryBooleanInspector bbi = binaryBooleanInspectorFactory.createBinaryBooleanInspector(ctx);
+        return new AbstractOneInputOneOutputOneFieldFramePushRuntime() {
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+            private IScalarEvaluator eval;
+            private INullWriter nullWriter = null;
+            private ArrayTupleBuilder nullTupleBuilder = null;
+            private boolean isOpen = false;
+
+            @Override
+            public void open() throws HyracksDataException {
+                if (eval == null) {
+                    initAccessAppendFieldRef(ctx);
+                    try {
+                        eval = cond.createScalarEvaluator(ctx);
+                    } catch (AlgebricksException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                }
+                isOpen = true;
+                writer.open();
+
+                //prepare nullTupleBuilder
+                if (retainNull && nullWriter == null) {
+                    nullWriter = nullWriterFactory.createNullWriter();
+                    nullTupleBuilder = new ArrayTupleBuilder(1);
+                    DataOutput out = nullTupleBuilder.getDataOutput();
+                    nullWriter.writeNull(out);
+                    nullTupleBuilder.addFieldEndOffset();
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                if (isOpen) {
+                    super.fail();
+                }
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (isOpen) {
+                    try {
+                        flushIfNotFailed();
+                    } finally {
+                        writer.close();
+                    }
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    try {
+                        eval.evaluate(tRef, p);
+                    } catch (AlgebricksException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                    if (bbi.getBooleanValue(p.getByteArray(), p.getStartOffset(), p.getLength())) {
+                        if (projectionList != null) {
+                            appendProjectionToFrame(t, projectionList);
+                        } else {
+                            appendTupleToFrame(t);
+                        }
+                    } else {
+                        if (retainNull) {
+                            for (int i = 0; i < tRef.getFieldCount(); i++) {
+                                if (i == nullPlaceholderVariableIndex) {
+                                    appendField(nullTupleBuilder.getByteArray(), 0, nullTupleBuilder.getSize());
+                                } else {
+                                    appendField(tAccess, t, i);
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StringStreamingRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StringStreamingRuntimeFactory.java
new file mode 100644
index 0000000..36d3349
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/StringStreamingRuntimeFactory.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.PrintStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.file.ITupleParser;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+
+public class StringStreamingRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private String command;
+    private IPrinterFactory[] printerFactories;
+    private char fieldDelimiter;
+    private ITupleParserFactory parserFactory;
+
+    public StringStreamingRuntimeFactory(String command, IPrinterFactory[] printerFactories, char fieldDelimiter,
+            ITupleParserFactory parserFactory) {
+        super(null);
+        this.command = command;
+        this.printerFactories = printerFactories;
+        this.fieldDelimiter = fieldDelimiter;
+        this.parserFactory = parserFactory;
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+        final IPrinter[] printers = new IPrinter[printerFactories.length];
+        for (int i = 0; i < printerFactories.length; i++) {
+            printers[i] = printerFactories[i].createPrinter();
+        }
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+
+            final class ForwardScriptOutput implements Runnable {
+
+                private InputStream inStream;
+                private ITupleParser parser;
+
+                public ForwardScriptOutput(ITupleParser parser, InputStream inStream) {
+                    this.parser = parser;
+                    this.inStream = inStream;
+                }
+
+                @Override
+                public void run() {
+                    try {
+                        parser.parse(inStream, writer);
+                    } catch (HyracksDataException e) {
+                        throw new RuntimeException(e);
+                    } finally {
+                        try {
+                            inStream.close();
+                        } catch (Exception e) {
+                        }
+                    }
+                }
+            }
+
+            final class DumpInStreamToPrintStream implements Runnable {
+
+                private BufferedReader reader;
+                private PrintStream printStream;
+
+                public DumpInStreamToPrintStream(InputStream inStream, PrintStream printStream) {
+                    this.reader = new BufferedReader(new InputStreamReader(inStream));
+                    this.printStream = printStream;
+                }
+
+                @Override
+                public void run() {
+                    String s;
+                    try {
+                        while ((s = reader.readLine()) != null) {
+                            printStream.println(s);
+                        }
+                    } catch (IOException e) {
+                        throw new RuntimeException(e);
+                    } finally {
+                        try {
+                            reader.close();
+                        } catch (IOException e) {
+                            e.printStackTrace();
+                        }
+                        printStream.close();
+                    }
+                }
+
+            }
+
+            private Process process;
+            private PrintStream ps;
+            private boolean first = true;
+            private Thread outputPipe;
+            private Thread dumpStderr;
+
+            @Override
+            public void open() throws HyracksDataException {
+                if (first) {
+                    first = false;
+                    initAccessAppendRef(ctx);
+                }
+
+                try {
+                    ITupleParser parser = parserFactory.createTupleParser(ctx);
+                    process = Runtime.getRuntime().exec(command);
+                    ps = new PrintStream(process.getOutputStream());
+                    ForwardScriptOutput fso = new ForwardScriptOutput(parser, process.getInputStream());
+                    outputPipe = new Thread(fso);
+                    outputPipe.start();
+                    DumpInStreamToPrintStream disps = new DumpInStreamToPrintStream(process.getErrorStream(),
+                            System.err);
+                    dumpStderr = new Thread(disps);
+                    dumpStderr.start();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    for (int i = 0; i < printers.length; i++) {
+                        printers[i].print(buffer.array(), tRef.getFieldStart(i), tRef.getFieldLength(i), ps);
+                        ps.print(fieldDelimiter);
+                        if (i == printers.length - 1) {
+                            ps.print('\n');
+                        }
+                    }
+                }
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                // first close the printer printing to the process
+                ps.close();
+                int ret = 0;
+                // then wait for the process to finish
+
+                try {
+                    ret = process.waitFor();
+                    outputPipe.join();
+                    dumpStderr.join();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+                if (ret != 0) {
+                    throw new HyracksDataException("Process exit value: " + ret);
+                }
+                // close the following operator in the chain
+                super.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                ps.flush();
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java
new file mode 100644
index 0000000..e9d4ec3
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/operators/std/UnnestRuntimeFactory.java
@@ -0,0 +1,170 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.operators.std;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingPositionWriter;
+import org.apache.hyracks.algebricks.runtime.evaluators.ConstantEvalFactory;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputOneFramePushRuntime;
+import org.apache.hyracks.algebricks.runtime.operators.base.AbstractOneInputOneOutputRuntimeFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+
+public class UnnestRuntimeFactory extends AbstractOneInputOneOutputRuntimeFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int outCol;
+    private final IUnnestingEvaluatorFactory unnestingFactory;
+    private int outColPos;
+    private final boolean outColIsProjected;
+
+    private final IUnnestingPositionWriter positionWriter;
+    private IScalarEvaluatorFactory posOffsetEvalFactory;
+
+    // Each time step() is called on the aggregate, a new value is written in
+    // its output. One byte is written before that value and is neglected.
+    // By convention, if the aggregate function writes nothing, it means it
+    // produced the last value.
+
+    public UnnestRuntimeFactory(int outCol, IUnnestingEvaluatorFactory unnestingFactory, int[] projectionList) {
+        this(outCol, unnestingFactory, projectionList, null, null);
+    }
+
+    public UnnestRuntimeFactory(int outCol, IUnnestingEvaluatorFactory unnestingFactory, int[] projectionList,
+            IUnnestingPositionWriter positionWriter, IScalarEvaluatorFactory posOffsetEvalFactory) {
+        super(projectionList);
+        this.outCol = outCol;
+        this.unnestingFactory = unnestingFactory;
+        outColPos = -1;
+        for (int f = 0; f < projectionList.length; f++) {
+            if (projectionList[f] == outCol) {
+                outColPos = f;
+            }
+        }
+        outColIsProjected = outColPos >= 0;
+        this.positionWriter = positionWriter;
+        this.posOffsetEvalFactory = posOffsetEvalFactory;
+        if (this.posOffsetEvalFactory == null) {
+            this.posOffsetEvalFactory = new ConstantEvalFactory(new byte[5]);
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "unnest " + outCol + " <- " + unnestingFactory;
+    }
+
+    @Override
+    public AbstractOneInputOneOutputOneFramePushRuntime createOneOutputPushRuntime(final IHyracksTaskContext ctx)
+            throws AlgebricksException {
+
+        return new AbstractOneInputOneOutputOneFramePushRuntime() {
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+            private IUnnestingEvaluator unnest;
+            private ArrayTupleBuilder tupleBuilder;
+
+            private IScalarEvaluator offsetEval = posOffsetEvalFactory.createScalarEvaluator(ctx);
+
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+                initAccessAppendRef(ctx);
+                try {
+                    unnest = unnestingFactory.createUnnestingEvaluator(ctx);
+                } catch (AlgebricksException ae) {
+                    throw new HyracksDataException(ae);
+                }
+                tupleBuilder = new ArrayTupleBuilder(projectionList.length);
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                tAccess.reset(buffer);
+                int nTuple = tAccess.getTupleCount();
+                for (int t = 0; t < nTuple; t++) {
+                    tRef.reset(tAccess, t);
+                    try {
+                        offsetEval.evaluate(tRef, p);
+                    } catch (AlgebricksException e) {
+                        throw new HyracksDataException(e);
+                    }
+                    int offset = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                    try {
+                        unnest.init(tRef);
+                        // assume that when unnesting the tuple, each step() call for each element
+                        // in the tuple will increase the positionIndex, and the positionIndex will
+                        // be reset when a new tuple is to be processed.
+                        int positionIndex = 1;
+                        boolean goon = true;
+                        do {
+                            tupleBuilder.reset();
+                            if (!unnest.step(p)) {
+                                goon = false;
+                            } else {
+
+                                if (!outColIsProjected && positionWriter == null) {
+                                    appendProjectionToFrame(t, projectionList);
+                                } else {
+                                    for (int f = 0; f < outColPos; f++) {
+                                        tupleBuilder.addField(tAccess, t, f);
+                                    }
+                                    if (outColIsProjected) {
+                                        tupleBuilder.addField(p.getByteArray(), p.getStartOffset(), p.getLength());
+                                    } else {
+                                        tupleBuilder.addField(tAccess, t, outColPos);
+                                    }
+                                    for (int f = outColPos + 1; f < (positionWriter != null ? projectionList.length - 1
+                                            : projectionList.length); f++) {
+                                        tupleBuilder.addField(tAccess, t, f);
+                                    }
+                                }
+                                if (positionWriter != null) {
+                                    // Write the positional variable
+                                    positionWriter.write(tupleBuilder.getDataOutput(), offset + positionIndex++);
+                                    tupleBuilder.addFieldEndOffset();
+                                }
+                                appendToFrameFromTupleBuilder(tupleBuilder);
+                            }
+                        } while (goon);
+                    } catch (AlgebricksException | IOException ae) {
+                        throw new HyracksDataException(ae);
+                    }
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                appender.flush(writer);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..0e49d22
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/serializer/ResultSerializerFactoryProvider.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.serializer;
+
+import java.io.PrintStream;
+import java.nio.BufferOverflowException;
+
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.data.IAWriterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.IResultSerializerFactoryProvider;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IResultSerializer;
+import org.apache.hyracks.api.dataflow.value.IResultSerializerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ResultSerializerFactoryProvider implements IResultSerializerFactoryProvider {
+    private static final long serialVersionUID = 1L;
+
+    public static final ResultSerializerFactoryProvider INSTANCE = new ResultSerializerFactoryProvider();
+
+    private ResultSerializerFactoryProvider() {
+    }
+
+    @Override
+    public IResultSerializerFactory getAqlResultSerializerFactoryProvider(final int[] fields,
+            final IPrinterFactory[] printerFactories, final IAWriterFactory writerFactory) {
+        return new IResultSerializerFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IResultSerializer createResultSerializer(RecordDescriptor inputRecordDesc, PrintStream printStream) {
+                final IAWriter writer = writerFactory.createWriter(fields, printStream, printerFactories,
+                        inputRecordDesc);
+
+                return new IResultSerializer() {
+                    private static final long serialVersionUID = 1L;
+
+                    @Override
+                    public void init() throws HyracksDataException {
+                        writer.init();
+                    }
+
+                    @Override
+                    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                        try {
+                            writer.printTuple(tAccess, tIdx);
+                        } catch (BufferOverflowException e) {
+                            return false;
+                        }
+                        return true;
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/PrinterBasedWriterFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/PrinterBasedWriterFactory.java
new file mode 100644
index 0000000..015ce73
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/PrinterBasedWriterFactory.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.writers;
+
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.data.IAWriterFactory;
+import org.apache.hyracks.algebricks.data.IPrinter;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class PrinterBasedWriterFactory implements IAWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final PrinterBasedWriterFactory INSTANCE = new PrinterBasedWriterFactory();
+
+    public PrinterBasedWriterFactory() {
+    }
+
+    @Override
+    public IAWriter createWriter(final int[] fields, final PrintStream printStream,
+            final IPrinterFactory[] printerFactories, RecordDescriptor inputRecordDescriptor) {
+        final IPrinter[] printers = new IPrinter[printerFactories.length];
+        for (int i = 0; i < printerFactories.length; i++) {
+            printers[i] = printerFactories[i].createPrinter();
+        }
+
+        return new IAWriter() {
+
+            @Override
+            public void init() throws HyracksDataException {
+                for (int i = 0; i < printers.length; i++) {
+                    printers[i].init();
+                }
+            }
+
+            @Override
+            public void printTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                for (int i = 0; i < fields.length; i++) {
+                    int fldStart = tAccess.getTupleStartOffset(tIdx) + tAccess.getFieldSlotsLength()
+                            + tAccess.getFieldStartOffset(tIdx, fields[i]);
+                    int fldLen = tAccess.getFieldLength(tIdx, fields[i]);
+                    if (i > 0) {
+                        printStream.print("; ");
+                    }
+                    printers[i].print(tAccess.getBuffer().array(), fldStart, fldLen, printStream);
+                }
+                printStream.println();
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/SerializedDataWriterFactory.java b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/SerializedDataWriterFactory.java
new file mode 100644
index 0000000..585506f
--- /dev/null
+++ b/algebricks/algebricks-runtime/src/main/java/org/apache/hyracks/algebricks/runtime/writers/SerializedDataWriterFactory.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.runtime.writers;
+
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;
+import java.io.ObjectOutputStream;
+import java.io.PrintStream;
+
+import org.apache.hyracks.algebricks.data.IAWriter;
+import org.apache.hyracks.algebricks.data.IAWriterFactory;
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SerializedDataWriterFactory implements IAWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IAWriter createWriter(final int[] fields, final PrintStream ps, IPrinterFactory[] printerFactories,
+            final RecordDescriptor inputRecordDescriptor) {
+        return new IAWriter() {
+
+            @Override
+            public void init() throws HyracksDataException {
+                // dump the SerializerDeserializers to disk
+                try {
+                    ByteArrayOutputStream baos = new ByteArrayOutputStream();
+                    ObjectOutputStream oos = new ObjectOutputStream(baos);
+                    oos.writeObject(inputRecordDescriptor);
+                    baos.writeTo(ps);
+                    oos.close();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void printTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                for (int i = 0; i < fields.length; i++) {
+                    int fldStart = tAccess.getTupleStartOffset(tIdx) + tAccess.getFieldSlotsLength()
+                            + tAccess.getFieldStartOffset(tIdx, fields[i]);
+                    int fldLen = tAccess.getFieldLength(tIdx, fields[i]);
+                    ps.write(tAccess.getBuffer().array(), fldStart, fldLen);
+                }
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-tests/build-script.xml b/algebricks/algebricks-tests/build-script.xml
new file mode 100644
index 0000000..753e8a3
--- /dev/null
+++ b/algebricks/algebricks-tests/build-script.xml
@@ -0,0 +1,64 @@
+<?xml version="1.0"?>
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project name="asterix" default="build" basedir=".">
+
+    <target name="init">
+        <condition property="isWindows">
+            <os family="windows" />
+        </condition>
+        <condition property="isUnix">
+            <os family="unix" />
+        </condition>
+    </target>
+
+    <target name="win" depends="init" if="isWindows">
+        <property name="os.family" value="windows" />
+        <property name="source.ext" value=".cmd" />
+        <property name="target.ext" value=".cmd" />
+    </target>
+
+    <target name="unix" depends="init" if="isUnix">
+        <property name="os.family" value="unix" />
+        <property name="source.ext" value=".sh" />
+        <property name="target.ext" value="" />
+    </target>
+
+    <target name="build" depends="win,unix">
+        <mkdir dir="${target.dir}"/>
+        <pathconvert targetos="${os.family}" property="classpath">
+          <path>
+            <pathelement path="${script.classpath}"/>
+          </path>
+        </pathconvert>
+        <copy file="${source}${source.ext}" tofile="${target.dir}/${target}${target.ext}">
+            <filterset>
+                <filter token="main.class" value="${main.class}"/>
+                <filter token="classpath" value="${classpath}"/>
+                <filter token="jvm.params" value="${jvm.params}"/>
+                <filter token="program.params" value="${program.params}"/>
+            </filterset>
+        </copy>
+        <chmod perm="ugo+x">
+            <fileset dir="${target.dir}"/>
+        </chmod>
+    </target>
+
+</project>
diff --git a/algebricks/algebricks-tests/data/simple/int-part1.tbl b/algebricks/algebricks-tests/data/simple/int-part1.tbl
new file mode 100644
index 0000000..91a5152
--- /dev/null
+++ b/algebricks/algebricks-tests/data/simple/int-part1.tbl
@@ -0,0 +1,7 @@
+0|
+2|
+4|
+6|
+8|
+10|
+12|
diff --git a/algebricks/algebricks-tests/data/simple/int-part2.tbl b/algebricks/algebricks-tests/data/simple/int-part2.tbl
new file mode 100644
index 0000000..a481d5d
--- /dev/null
+++ b/algebricks/algebricks-tests/data/simple/int-part2.tbl
@@ -0,0 +1,6 @@
+1|
+3|
+5|
+7|
+9|
+11|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/customer-part1.tbl b/algebricks/algebricks-tests/data/tpch0.001/customer-part1.tbl
new file mode 100644
index 0000000..8395f01
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/customer-part1.tbl
@@ -0,0 +1,75 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
+30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
+31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
+40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
+41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
+43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
+44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
+45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
+47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
+48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
+49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
+51|Customer#000000051|uR,wEaiTvo4|12|22-344-885-4251|855.87|FURNITURE|eposits. furiously regular requests integrate carefully packages. furious|
+52|Customer#000000052|7 QOqGqqSy9jfV51BC71jcHJSD0|11|21-186-284-5998|5630.28|HOUSEHOLD|ic platelets use evenly even accounts. stealthy theodolites cajole furiou|
+53|Customer#000000053|HnaxHzTfFTZs8MuCpJyTbZ47Cm4wFOOgib|15|25-168-852-5363|4113.64|HOUSEHOLD|ar accounts are. even foxes are blithely. fluffily pending deposits boost|
+54|Customer#000000054|,k4vf 5vECGWFy,hosTE,|4|14-776-370-4745|868.90|AUTOMOBILE|sual, silent accounts. furiously express accounts cajole special deposits. final, final accounts use furi|
+55|Customer#000000055|zIRBR4KNEl HzaiV3a i9n6elrxzDEh8r8pDom|10|20-180-440-8525|4572.11|MACHINERY|ully unusual packages wake bravely bold packages. unusual requests boost deposits! blithely ironic packages ab|
+56|Customer#000000056|BJYZYJQk4yD5B|10|20-895-685-6920|6530.86|FURNITURE|. notornis wake carefully. carefully fluffy requests are furiously even accounts. slyly expre|
+57|Customer#000000057|97XYbsuOPRXPWU|21|31-835-306-1650|4151.93|AUTOMOBILE|ove the carefully special packages. even, unusual deposits sleep slyly pend|
+58|Customer#000000058|g9ap7Dk1Sv9fcXEWjpMYpBZIRUohi T|13|23-244-493-2508|6478.46|HOUSEHOLD|ideas. ironic ideas affix furiously express, final instructions. regular excuses use quickly e|
+59|Customer#000000059|zLOCP0wh92OtBihgspOGl4|1|11-355-584-3112|3458.60|MACHINERY|ously final packages haggle blithely after the express deposits. furiou|
+60|Customer#000000060|FyodhjwMChsZmUz7Jz0H|12|22-480-575-5866|2741.87|MACHINERY|latelets. blithely unusual courts boost furiously about the packages. blithely final instruct|
+61|Customer#000000061|9kndve4EAJxhg3veF BfXr7AqOsT39o gtqjaYE|17|27-626-559-8599|1536.24|FURNITURE|egular packages shall have to impress along the |
+62|Customer#000000062|upJK2Dnw13,|7|17-361-978-7059|595.61|MACHINERY|kly special dolphins. pinto beans are slyly. quickly regular accounts are furiously a|
+63|Customer#000000063|IXRSpVWWZraKII|21|31-952-552-9584|9331.13|AUTOMOBILE|ithely even accounts detect slyly above the fluffily ir|
+64|Customer#000000064|MbCeGY20kaKK3oalJD,OT|3|13-558-731-7204|-646.64|BUILDING|structions after the quietly ironic theodolites cajole be|
+65|Customer#000000065|RGT yzQ0y4l0H90P783LG4U95bXQFDRXbWa1sl,X|23|33-733-623-5267|8795.16|AUTOMOBILE|y final foxes serve carefully. theodolites are carefully. pending i|
+66|Customer#000000066|XbsEqXH1ETbJYYtA1A|22|32-213-373-5094|242.77|HOUSEHOLD|le slyly accounts. carefully silent packages benea|
+67|Customer#000000067|rfG0cOgtr5W8 xILkwp9fpCS8|9|19-403-114-4356|8166.59|MACHINERY|indle furiously final, even theodo|
+68|Customer#000000068|o8AibcCRkXvQFh8hF,7o|12|22-918-832-2411|6853.37|HOUSEHOLD| pending pinto beans impress realms. final dependencies |
+69|Customer#000000069|Ltx17nO9Wwhtdbe9QZVxNgP98V7xW97uvSH1prEw|9|19-225-978-5670|1709.28|HOUSEHOLD|thely final ideas around the quickly final dependencies affix carefully quickly final theodolites. final accounts c|
+70|Customer#000000070|mFowIuhnHjp2GjCiYYavkW kUwOjIaTCQ|22|32-828-107-2832|4867.52|FURNITURE|fter the special asymptotes. ideas after the unusual frets cajole quickly regular pinto be|
+71|Customer#000000071|TlGalgdXWBmMV,6agLyWYDyIz9MKzcY8gl,w6t1B|7|17-710-812-5403|-611.19|HOUSEHOLD|g courts across the regular, final pinto beans are blithely pending ac|
+72|Customer#000000072|putjlmskxE,zs,HqeIA9Wqu7dhgH5BVCwDwHHcf|2|12-759-144-9689|-362.86|FURNITURE|ithely final foxes sleep always quickly bold accounts. final wat|
+73|Customer#000000073|8IhIxreu4Ug6tt5mog4|0|10-473-439-3214|4288.50|BUILDING|usual, unusual packages sleep busily along the furiou|
+74|Customer#000000074|IkJHCA3ZThF7qL7VKcrU nRLl,kylf |4|14-199-862-7209|2764.43|MACHINERY|onic accounts. blithely slow packages would haggle carefully. qui|
+75|Customer#000000075|Dh 6jZ,cwxWLKQfRKkiGrzv6pm|18|28-247-803-9025|6684.10|AUTOMOBILE| instructions cajole even, even deposits. finally bold deposits use above the even pains. slyl|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/customer-part2.tbl b/algebricks/algebricks-tests/data/tpch0.001/customer-part2.tbl
new file mode 100644
index 0000000..3cb282c
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/customer-part2.tbl
@@ -0,0 +1,75 @@
+76|Customer#000000076|m3sbCvjMOHyaOofH,e UkGPtqc4|0|10-349-718-3044|5745.33|FURNITURE|pecial deposits. ironic ideas boost blithely according to the closely ironic theodolites! furiously final deposits n|
+77|Customer#000000077|4tAE5KdMFGD4byHtXF92vx|17|27-269-357-4674|1738.87|BUILDING|uffily silent requests. carefully ironic asymptotes among the ironic hockey players are carefully bli|
+78|Customer#000000078|HBOta,ZNqpg3U2cSL0kbrftkPwzX|9|19-960-700-9191|7136.97|FURNITURE|ests. blithely bold pinto beans h|
+79|Customer#000000079|n5hH2ftkVRwW8idtD,BmM2|15|25-147-850-4166|5121.28|MACHINERY|es. packages haggle furiously. regular, special requests poach after the quickly express ideas. blithely pending re|
+80|Customer#000000080|K,vtXp8qYB |0|10-267-172-7101|7383.53|FURNITURE|tect among the dependencies. bold accounts engage closely even pinto beans. ca|
+81|Customer#000000081|SH6lPA7JiiNC6dNTrR|20|30-165-277-3269|2023.71|BUILDING|r packages. fluffily ironic requests cajole fluffily. ironically regular theodolit|
+82|Customer#000000082|zhG3EZbap4c992Gj3bK,3Ne,Xn|18|28-159-442-5305|9468.34|AUTOMOBILE|s wake. bravely regular accounts are furiously. regula|
+83|Customer#000000083|HnhTNB5xpnSF20JBH4Ycs6psVnkC3RDf|22|32-817-154-4122|6463.51|BUILDING|ccording to the quickly bold warhorses. final, regular foxes integrate carefully. bold packages nag blithely ev|
+84|Customer#000000084|lpXz6Fwr9945rnbtMc8PlueilS1WmASr CB|11|21-546-818-3802|5174.71|FURNITURE|ly blithe foxes. special asymptotes haggle blithely against the furiously regular depo|
+85|Customer#000000085|siRerlDwiolhYR 8FgksoezycLj|5|15-745-585-8219|3386.64|FURNITURE|ronic ideas use above the slowly pendin|
+86|Customer#000000086|US6EGGHXbTTXPL9SBsxQJsuvy|0|10-677-951-2353|3306.32|HOUSEHOLD|quests. pending dugouts are carefully aroun|
+87|Customer#000000087|hgGhHVSWQl 6jZ6Ev|23|33-869-884-7053|6327.54|FURNITURE|hely ironic requests integrate according to the ironic accounts. slyly regular pla|
+88|Customer#000000088|wtkjBN9eyrFuENSMmMFlJ3e7jE5KXcg|16|26-516-273-2566|8031.44|AUTOMOBILE|s are quickly above the quickly ironic instructions; even requests about the carefully final deposi|
+89|Customer#000000089|dtR, y9JQWUO6FoJExyp8whOU|14|24-394-451-5404|1530.76|FURNITURE|counts are slyly beyond the slyly final accounts. quickly final ideas wake. r|
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+149|Customer#000000149|3byTHCp2mNLPigUrrq|19|29-797-439-6760|8959.65|AUTOMOBILE|al instructions haggle against the slyly bold w|
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diff --git a/algebricks/algebricks-tests/data/tpch0.001/customer.tbl b/algebricks/algebricks-tests/data/tpch0.001/customer.tbl
new file mode 100644
index 0000000..5d39c80
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/customer.tbl
@@ -0,0 +1,150 @@
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+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
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+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
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+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
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+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
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+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
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diff --git a/algebricks/algebricks-tests/data/tpch0.001/lineitem.tbl b/algebricks/algebricks-tests/data/tpch0.001/lineitem.tbl
new file mode 100644
index 0000000..58d47c6
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/lineitem.tbl
@@ -0,0 +1,6005 @@
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+7|152|4|5|38|39981.70|0.08|0.01|N|O|1996-02-11|1996-02-24|1996-02-18|DELIVER IN PERSON|TRUCK|ns haggle carefully ironic deposits. bl|
+7|80|10|6|35|34302.80|0.06|0.03|N|O|1996-01-16|1996-02-23|1996-01-22|TAKE BACK RETURN|FOB|jole. excuses wake carefully alongside of |
+7|158|3|7|5|5290.75|0.04|0.02|N|O|1996-02-10|1996-03-26|1996-02-13|NONE|FOB|ithely regula|
+32|83|4|1|28|27526.24|0.05|0.08|N|O|1995-10-23|1995-08-27|1995-10-26|TAKE BACK RETURN|TRUCK|sleep quickly. req|
+32|198|10|2|32|35142.08|0.02|0.00|N|O|1995-08-14|1995-10-07|1995-08-27|COLLECT COD|AIR|lithely regular deposits. fluffily |
+32|45|2|3|2|1890.08|0.09|0.02|N|O|1995-08-07|1995-10-07|1995-08-23|DELIVER IN PERSON|AIR| express accounts wake according to the|
+32|3|8|4|4|3612.00|0.09|0.03|N|O|1995-08-04|1995-10-01|1995-09-03|NONE|REG AIR|e slyly final pac|
+32|86|7|5|44|43387.52|0.05|0.06|N|O|1995-08-28|1995-08-20|1995-09-14|DELIVER IN PERSON|AIR|symptotes nag according to the ironic depo|
+32|12|6|6|6|5472.06|0.04|0.03|N|O|1995-07-21|1995-09-23|1995-07-25|COLLECT COD|RAIL| gifts cajole carefully.|
+33|62|7|1|31|29823.86|0.09|0.04|A|F|1993-10-29|1993-12-19|1993-11-08|COLLECT COD|TRUCK|ng to the furiously ironic package|
+33|61|8|2|32|30753.92|0.02|0.05|A|F|1993-12-09|1994-01-04|1993-12-28|COLLECT COD|MAIL|gular theodolites|
+33|138|4|3|5|5190.65|0.05|0.03|A|F|1993-12-09|1993-12-25|1993-12-23|TAKE BACK RETURN|AIR|. stealthily bold exc|
+33|34|5|4|41|38295.23|0.09|0.00|R|F|1993-11-09|1994-01-24|1993-11-11|TAKE BACK RETURN|MAIL|unusual packages doubt caref|
+34|89|10|1|13|12858.04|0.00|0.07|N|O|1998-10-23|1998-09-14|1998-11-06|NONE|REG AIR|nic accounts. deposits are alon|
+34|90|1|2|22|21781.98|0.08|0.06|N|O|1998-10-09|1998-10-16|1998-10-12|NONE|FOB|thely slyly p|
+34|170|7|3|6|6421.02|0.02|0.06|N|O|1998-10-30|1998-09-20|1998-11-05|NONE|FOB|ar foxes sleep |
+35|1|4|1|24|21624.00|0.02|0.00|N|O|1996-02-21|1996-01-03|1996-03-18|TAKE BACK RETURN|FOB|, regular tithe|
+35|162|1|2|34|36113.44|0.06|0.08|N|O|1996-01-22|1996-01-06|1996-01-27|DELIVER IN PERSON|RAIL|s are carefully against the f|
+35|121|4|3|7|7147.84|0.06|0.04|N|O|1996-01-19|1995-12-22|1996-01-29|NONE|MAIL| the carefully regular |
+35|86|7|4|25|24652.00|0.06|0.05|N|O|1995-11-26|1995-12-25|1995-12-21|DELIVER IN PERSON|SHIP| quickly unti|
+35|120|7|5|34|34684.08|0.08|0.06|N|O|1995-11-08|1996-01-15|1995-11-26|COLLECT COD|MAIL|. silent, unusual deposits boost|
+35|31|7|6|28|26068.84|0.03|0.02|N|O|1996-02-01|1995-12-24|1996-02-28|COLLECT COD|RAIL|ly alongside of |
+36|120|1|1|42|42845.04|0.09|0.00|N|O|1996-02-03|1996-01-21|1996-02-23|COLLECT COD|SHIP| careful courts. special |
+37|23|8|1|40|36920.80|0.09|0.03|A|F|1992-07-21|1992-08-01|1992-08-15|NONE|REG AIR|luffily regular requests. slyly final acco|
+37|127|6|2|39|40057.68|0.05|0.02|A|F|1992-07-02|1992-08-18|1992-07-28|TAKE BACK RETURN|RAIL|the final requests. ca|
+37|13|7|3|43|39259.43|0.05|0.08|A|F|1992-07-10|1992-07-06|1992-08-02|DELIVER IN PERSON|TRUCK|iously ste|
+38|176|5|1|44|47351.48|0.04|0.02|N|O|1996-09-29|1996-11-17|1996-09-30|COLLECT COD|MAIL|s. blithely unusual theodolites am|
+39|3|10|1|44|39732.00|0.09|0.06|N|O|1996-11-14|1996-12-15|1996-12-12|COLLECT COD|RAIL|eodolites. careful|
+39|187|8|2|26|28266.68|0.08|0.04|N|O|1996-11-04|1996-10-20|1996-11-20|NONE|FOB|ckages across the slyly silent|
+39|68|3|3|46|44530.76|0.06|0.08|N|O|1996-09-26|1996-12-19|1996-10-26|DELIVER IN PERSON|AIR|he carefully e|
+39|21|6|4|32|29472.64|0.07|0.05|N|O|1996-10-02|1996-12-19|1996-10-14|COLLECT COD|MAIL|heodolites sleep silently pending foxes. ac|
+39|55|10|5|43|41067.15|0.01|0.01|N|O|1996-10-17|1996-11-14|1996-10-26|COLLECT COD|MAIL|yly regular i|
+39|95|7|6|40|39803.60|0.06|0.05|N|O|1996-12-08|1996-10-22|1997-01-01|COLLECT COD|AIR|quickly ironic fox|
+64|86|7|1|21|20707.68|0.05|0.02|R|F|1994-09-30|1994-09-18|1994-10-26|DELIVER IN PERSON|REG AIR|ch slyly final, thin platelets.|
+65|60|5|1|26|24961.56|0.03|0.03|A|F|1995-04-20|1995-04-25|1995-05-13|NONE|TRUCK|pending deposits nag even packages. ca|
+65|74|3|2|22|21429.54|0.00|0.05|N|O|1995-07-17|1995-06-04|1995-07-19|COLLECT COD|FOB| ideas. special, r|
+65|2|5|3|21|18942.00|0.09|0.07|N|O|1995-07-06|1995-05-14|1995-07-31|DELIVER IN PERSON|RAIL|bove the even packages. accounts nag carefu|
+66|116|10|1|31|31499.41|0.00|0.08|R|F|1994-02-19|1994-03-11|1994-02-20|TAKE BACK RETURN|RAIL|ut the unusual accounts sleep at the bo|
+66|174|5|2|41|44040.97|0.04|0.07|A|F|1994-02-21|1994-03-01|1994-03-18|COLLECT COD|AIR| regular de|
+67|22|5|1|4|3688.08|0.09|0.04|N|O|1997-04-17|1997-01-31|1997-04-20|NONE|SHIP| cajole thinly expres|
+67|21|10|2|12|11052.24|0.09|0.05|N|O|1997-01-27|1997-02-21|1997-02-22|NONE|REG AIR| even packages cajole|
+67|174|4|3|5|5370.85|0.03|0.07|N|O|1997-02-20|1997-02-12|1997-02-21|DELIVER IN PERSON|TRUCK|y unusual packages thrash pinto |
+67|88|9|4|44|43475.52|0.08|0.06|N|O|1997-03-18|1997-01-29|1997-04-13|DELIVER IN PERSON|RAIL|se quickly above the even, express reques|
+67|41|10|5|23|21643.92|0.05|0.07|N|O|1997-04-19|1997-02-14|1997-05-06|DELIVER IN PERSON|REG AIR|ly regular deposit|
+67|179|9|6|29|31295.93|0.02|0.05|N|O|1997-01-25|1997-01-27|1997-01-27|DELIVER IN PERSON|FOB|ultipliers |
+68|8|1|1|3|2724.00|0.05|0.02|N|O|1998-07-04|1998-06-05|1998-07-21|NONE|RAIL|fully special instructions cajole. furious|
+68|176|4|2|46|49503.82|0.02|0.05|N|O|1998-06-26|1998-06-07|1998-07-05|NONE|MAIL| requests are unusual, regular pinto |
+68|35|1|3|46|43011.38|0.04|0.05|N|O|1998-08-13|1998-07-08|1998-08-29|NONE|RAIL|egular dependencies affix ironically along |
+68|95|9|4|20|19901.80|0.07|0.01|N|O|1998-06-27|1998-05-23|1998-07-02|NONE|REG AIR| excuses integrate fluffily |
+68|83|4|5|27|26543.16|0.03|0.06|N|O|1998-06-19|1998-06-25|1998-06-29|DELIVER IN PERSON|SHIP|ccounts. deposits use. furiously|
+68|103|6|6|30|30093.00|0.05|0.06|N|O|1998-08-11|1998-07-11|1998-08-14|NONE|RAIL|oxes are slyly blithely fin|
+68|140|6|7|41|42645.74|0.09|0.08|N|O|1998-06-24|1998-06-27|1998-07-06|NONE|SHIP|eposits nag special ideas. furiousl|
+69|116|10|1|48|48773.28|0.01|0.07|A|F|1994-08-17|1994-08-11|1994-09-08|NONE|TRUCK|regular epitaphs. carefully even ideas hag|
+69|105|10|2|32|32163.20|0.08|0.06|A|F|1994-08-24|1994-08-17|1994-08-31|NONE|REG AIR|s sleep carefully bold, |
+69|138|4|3|17|17648.21|0.09|0.00|A|F|1994-07-02|1994-07-07|1994-07-03|TAKE BACK RETURN|AIR|final, pending instr|
+69|38|9|4|3|2814.09|0.09|0.04|R|F|1994-06-06|1994-07-27|1994-06-15|NONE|MAIL| blithely final d|
+69|93|6|5|42|41709.78|0.07|0.04|R|F|1994-07-31|1994-07-26|1994-08-28|DELIVER IN PERSON|REG AIR|tect regular, speci|
+69|19|3|6|23|21137.23|0.05|0.00|A|F|1994-10-03|1994-08-06|1994-10-24|NONE|SHIP|nding accounts ca|
+70|65|2|1|8|7720.48|0.03|0.08|R|F|1994-01-12|1994-02-27|1994-01-14|TAKE BACK RETURN|FOB|ggle. carefully pending dependenc|
+70|197|10|2|13|14263.47|0.06|0.06|A|F|1994-03-03|1994-02-13|1994-03-26|COLLECT COD|AIR|lyly special packag|
+70|180|8|3|1|1080.18|0.03|0.05|R|F|1994-01-26|1994-03-05|1994-01-28|TAKE BACK RETURN|RAIL|quickly. fluffily unusual theodolites c|
+70|46|9|4|11|10406.44|0.01|0.05|A|F|1994-03-17|1994-03-17|1994-03-27|NONE|MAIL|alongside of the deposits. fur|
+70|38|9|5|37|34707.11|0.09|0.04|R|F|1994-02-13|1994-03-16|1994-02-21|COLLECT COD|MAIL|n accounts are. q|
+70|56|8|6|19|18164.95|0.06|0.03|A|F|1994-01-26|1994-02-17|1994-02-06|TAKE BACK RETURN|SHIP| packages wake pending accounts.|
+71|62|3|1|25|24051.50|0.09|0.07|N|O|1998-04-10|1998-04-22|1998-04-11|COLLECT COD|FOB|ckly. slyly|
+71|66|1|2|3|2898.18|0.09|0.07|N|O|1998-05-23|1998-04-03|1998-06-02|COLLECT COD|SHIP|y. pinto beans haggle after the|
+71|35|1|3|45|42076.35|0.00|0.07|N|O|1998-02-23|1998-03-20|1998-03-24|DELIVER IN PERSON|SHIP| ironic packages believe blithely a|
+71|97|9|4|33|32903.97|0.00|0.01|N|O|1998-04-12|1998-03-20|1998-04-15|NONE|FOB| serve quickly fluffily bold deposi|
+71|104|7|5|39|39159.90|0.08|0.06|N|O|1998-01-29|1998-04-07|1998-02-18|DELIVER IN PERSON|RAIL|l accounts sleep across the pack|
+71|196|9|6|34|37270.46|0.04|0.01|N|O|1998-03-05|1998-04-22|1998-03-30|DELIVER IN PERSON|TRUCK|s cajole. |
+96|124|7|1|23|23554.76|0.10|0.06|A|F|1994-07-19|1994-06-29|1994-07-25|DELIVER IN PERSON|TRUCK|ep-- carefully reg|
+96|136|7|2|30|31083.90|0.01|0.06|R|F|1994-06-03|1994-05-29|1994-06-22|DELIVER IN PERSON|TRUCK|e quickly even ideas. furiou|
+97|120|4|1|13|13261.56|0.00|0.02|R|F|1993-04-01|1993-04-04|1993-04-08|NONE|TRUCK|ayers cajole against the furiously|
+97|50|7|2|37|35151.85|0.02|0.06|A|F|1993-04-13|1993-03-30|1993-04-14|DELIVER IN PERSON|SHIP|ic requests boost carefully quic|
+97|78|6|3|19|18583.33|0.06|0.08|R|F|1993-05-14|1993-03-05|1993-05-25|TAKE BACK RETURN|RAIL|gifts. furiously ironic packages cajole. |
+98|41|2|1|28|26349.12|0.06|0.07|A|F|1994-12-24|1994-10-25|1995-01-16|COLLECT COD|REG AIR| pending, regular accounts s|
+98|110|7|2|1|1010.11|0.00|0.00|A|F|1994-12-01|1994-12-12|1994-12-15|DELIVER IN PERSON|TRUCK|. unusual instructions against|
+98|45|6|3|14|13230.56|0.05|0.02|A|F|1994-12-30|1994-11-22|1995-01-27|COLLECT COD|AIR| cajole furiously. blithely ironic ideas |
+98|168|9|4|10|10681.60|0.03|0.03|A|F|1994-10-23|1994-11-08|1994-11-09|COLLECT COD|RAIL| carefully. quickly ironic ideas|
+99|88|9|1|10|9880.80|0.02|0.01|A|F|1994-05-18|1994-06-03|1994-05-23|COLLECT COD|RAIL|kages. requ|
+99|124|5|2|5|5120.60|0.02|0.07|R|F|1994-05-06|1994-05-28|1994-05-20|TAKE BACK RETURN|RAIL|ests cajole fluffily waters. blithe|
+99|135|1|3|42|43475.46|0.02|0.02|A|F|1994-04-19|1994-05-18|1994-04-20|NONE|RAIL|kages are fluffily furiously ir|
+99|109|2|4|36|36327.60|0.09|0.02|A|F|1994-07-04|1994-04-17|1994-07-30|DELIVER IN PERSON|AIR|slyly. slyly e|
+100|63|4|1|28|26965.68|0.04|0.05|N|O|1998-05-08|1998-05-13|1998-06-07|COLLECT COD|TRUCK|sts haggle. slowl|
+100|116|10|2|22|22354.42|0.00|0.07|N|O|1998-06-24|1998-04-12|1998-06-29|DELIVER IN PERSON|SHIP|nto beans alongside of the fi|
+100|47|4|3|46|43563.84|0.03|0.04|N|O|1998-05-02|1998-04-10|1998-05-22|TAKE BACK RETURN|SHIP|ular accounts. even|
+100|39|10|4|14|13146.42|0.06|0.03|N|O|1998-05-22|1998-05-01|1998-06-03|COLLECT COD|MAIL|y. furiously ironic ideas gr|
+100|54|6|5|37|35299.85|0.05|0.00|N|O|1998-03-06|1998-04-16|1998-03-31|TAKE BACK RETURN|TRUCK|nd the quickly s|
+101|119|9|1|49|49936.39|0.10|0.00|N|O|1996-06-21|1996-05-27|1996-06-29|DELIVER IN PERSON|REG AIR|ts-- final packages sleep furiousl|
+101|164|9|2|36|38309.76|0.00|0.01|N|O|1996-05-19|1996-05-01|1996-06-04|DELIVER IN PERSON|AIR|tes. blithely pending dolphins x-ray f|
+101|139|5|3|12|12469.56|0.06|0.02|N|O|1996-03-29|1996-04-20|1996-04-12|COLLECT COD|MAIL|. quickly regular|
+102|89|10|1|37|36595.96|0.06|0.00|N|O|1997-07-24|1997-08-02|1997-08-07|TAKE BACK RETURN|SHIP|ully across the ideas. final deposit|
+102|170|5|2|34|36385.78|0.03|0.08|N|O|1997-08-09|1997-07-28|1997-08-26|TAKE BACK RETURN|SHIP|eposits cajole across|
+102|183|4|3|25|27079.50|0.01|0.01|N|O|1997-07-31|1997-07-24|1997-08-17|NONE|RAIL|bits. ironic accoun|
+102|62|7|4|15|14430.90|0.07|0.07|N|O|1997-06-02|1997-07-13|1997-06-04|DELIVER IN PERSON|SHIP|final packages. carefully even excu|
+103|195|9|1|6|6571.14|0.03|0.05|N|O|1996-10-11|1996-07-25|1996-10-28|NONE|FOB|cajole. carefully ex|
+103|11|5|2|37|33707.37|0.02|0.07|N|O|1996-09-17|1996-07-27|1996-09-20|TAKE BACK RETURN|MAIL|ies. quickly ironic requests use blithely|
+103|29|10|3|23|21367.46|0.01|0.04|N|O|1996-09-11|1996-09-18|1996-09-26|NONE|FOB|ironic accou|
+103|30|9|4|32|29760.96|0.01|0.07|N|O|1996-07-30|1996-08-06|1996-08-04|NONE|RAIL|kages doze. special, regular deposit|
+128|107|10|1|38|38269.80|0.06|0.01|A|F|1992-09-01|1992-08-27|1992-10-01|TAKE BACK RETURN|FOB| cajole careful|
+129|3|6|1|46|41538.00|0.08|0.02|R|F|1993-02-15|1993-01-24|1993-03-05|COLLECT COD|TRUCK|uietly bold theodolites. fluffil|
+129|186|7|2|36|39102.48|0.01|0.02|A|F|1992-11-25|1992-12-25|1992-12-09|TAKE BACK RETURN|REG AIR|packages are care|
+129|40|6|3|33|31021.32|0.04|0.06|A|F|1993-01-08|1993-02-14|1993-01-29|COLLECT COD|SHIP|sts nag bravely. fluffily|
+129|136|7|4|34|35228.42|0.00|0.01|R|F|1993-01-29|1993-02-14|1993-02-10|COLLECT COD|MAIL|quests. express ideas|
+129|32|8|5|24|22368.72|0.06|0.00|A|F|1992-12-07|1993-01-02|1992-12-11|TAKE BACK RETURN|FOB|uests. foxes cajole slyly after the ca|
+129|78|6|6|22|21517.54|0.06|0.01|R|F|1993-02-15|1993-01-31|1993-02-24|COLLECT COD|SHIP|e. fluffily regular |
+129|169|6|7|1|1069.16|0.05|0.04|R|F|1993-01-26|1993-01-08|1993-02-24|DELIVER IN PERSON|FOB|e carefully blithely bold dolp|
+130|129|10|1|14|14407.68|0.08|0.05|A|F|1992-08-15|1992-07-25|1992-09-13|COLLECT COD|RAIL| requests. final instruction|
+130|2|5|2|48|43296.00|0.03|0.02|R|F|1992-07-01|1992-07-12|1992-07-24|NONE|AIR|lithely alongside of the regu|
+130|12|3|3|18|16416.18|0.04|0.08|A|F|1992-07-04|1992-06-14|1992-07-29|DELIVER IN PERSON|MAIL| slyly ironic decoys abou|
+130|116|6|4|13|13209.43|0.09|0.02|R|F|1992-06-26|1992-07-29|1992-07-05|NONE|FOB| pending dolphins sleep furious|
+130|70|7|5|31|30072.17|0.06|0.05|R|F|1992-09-01|1992-07-18|1992-09-02|TAKE BACK RETURN|RAIL|thily about the ruth|
+131|168|7|1|45|48067.20|0.10|0.02|R|F|1994-09-14|1994-09-02|1994-10-04|NONE|FOB|ironic, bold accounts. careful|
+131|45|8|2|50|47252.00|0.02|0.04|A|F|1994-09-17|1994-08-10|1994-09-21|NONE|SHIP|ending requests. final, ironic pearls slee|
+131|190|1|3|4|4360.76|0.04|0.03|A|F|1994-09-20|1994-08-30|1994-09-23|COLLECT COD|REG AIR| are carefully slyly i|
+132|141|8|1|18|18740.52|0.00|0.08|R|F|1993-07-10|1993-08-05|1993-07-13|NONE|TRUCK|ges. platelets wake furio|
+132|120|1|2|43|43865.16|0.01|0.08|R|F|1993-09-01|1993-08-16|1993-09-22|NONE|TRUCK|y pending theodolites|
+132|115|6|3|32|32483.52|0.04|0.04|A|F|1993-07-12|1993-08-05|1993-08-05|COLLECT COD|TRUCK|d instructions hagg|
+132|29|2|4|23|21367.46|0.10|0.00|A|F|1993-06-16|1993-08-27|1993-06-23|DELIVER IN PERSON|AIR|refully blithely bold acco|
+133|104|7|1|27|27110.70|0.00|0.02|N|O|1997-12-21|1998-02-23|1997-12-27|TAKE BACK RETURN|MAIL|yly even gifts after the sl|
+133|177|5|2|12|12926.04|0.02|0.06|N|O|1997-12-02|1998-01-15|1997-12-29|DELIVER IN PERSON|REG AIR|ts cajole fluffily quickly i|
+133|118|8|3|29|29525.19|0.09|0.08|N|O|1998-02-28|1998-01-30|1998-03-09|DELIVER IN PERSON|RAIL| the carefully regular theodoli|
+133|90|1|4|11|10890.99|0.06|0.01|N|O|1998-03-21|1998-01-15|1998-04-04|DELIVER IN PERSON|REG AIR|e quickly across the dolphins|
+134|1|2|1|21|18921.00|0.00|0.03|A|F|1992-07-17|1992-07-08|1992-07-26|COLLECT COD|SHIP|s. quickly regular|
+134|165|2|2|35|37280.60|0.06|0.07|A|F|1992-08-23|1992-06-01|1992-08-24|NONE|MAIL|ajole furiously. instructio|
+134|189|10|3|26|28318.68|0.09|0.06|A|F|1992-06-20|1992-07-12|1992-07-16|NONE|RAIL| among the pending depos|
+134|145|6|4|47|49121.58|0.05|0.00|A|F|1992-08-16|1992-07-06|1992-08-28|NONE|REG AIR|s! carefully unusual requests boost careful|
+134|36|7|5|12|11232.36|0.05|0.02|A|F|1992-07-03|1992-06-01|1992-07-11|COLLECT COD|TRUCK|nts are quic|
+134|134|10|6|12|12409.56|0.00|0.00|A|F|1992-08-08|1992-07-07|1992-08-20|TAKE BACK RETURN|FOB|lyly regular pac|
+135|109|10|1|47|47427.70|0.06|0.08|N|O|1996-02-18|1996-01-01|1996-02-25|COLLECT COD|RAIL|ctions wake slyly abo|
+135|199|3|2|21|23082.99|0.00|0.07|N|O|1996-02-11|1996-01-12|1996-02-13|DELIVER IN PERSON|SHIP| deposits believe. furiously regular p|
+135|158|10|3|33|34918.95|0.02|0.00|N|O|1996-01-03|1995-11-21|1996-02-01|TAKE BACK RETURN|MAIL|ptotes boost slowly care|
+135|68|7|4|34|32914.04|0.02|0.03|N|O|1996-01-12|1996-01-19|1996-02-05|NONE|TRUCK|counts doze against the blithely ironi|
+135|137|8|5|20|20742.60|0.01|0.04|N|O|1996-01-25|1995-11-20|1996-02-09|NONE|MAIL|theodolites. quickly p|
+135|115|5|6|13|13196.43|0.04|0.02|N|O|1995-11-12|1995-12-22|1995-11-17|NONE|FOB|nal ideas. final instr|
+160|15|2|1|36|32940.36|0.07|0.01|N|O|1997-03-11|1997-03-11|1997-03-20|COLLECT COD|MAIL|old, ironic deposits are quickly abov|
+160|87|8|2|22|21715.76|0.00|0.04|N|O|1997-02-18|1997-03-05|1997-03-05|COLLECT COD|RAIL|ncies about the request|
+160|21|10|3|34|31314.68|0.01|0.05|N|O|1997-01-31|1997-03-13|1997-02-14|NONE|FOB|st sleep even gifts. dependencies along|
+161|103|10|1|19|19058.90|0.01|0.01|A|F|1994-12-13|1994-11-19|1994-12-26|DELIVER IN PERSON|TRUCK|, regular sheaves sleep along|
+162|190|1|1|2|2180.38|0.02|0.01|N|O|1995-09-02|1995-06-17|1995-09-08|COLLECT COD|FOB|es! final somas integrate|
+163|168|3|1|43|45930.88|0.01|0.00|N|O|1997-09-19|1997-11-19|1997-10-03|COLLECT COD|REG AIR|al, bold dependencies wake. iron|
+163|121|2|2|13|13274.56|0.01|0.04|N|O|1997-11-11|1997-10-18|1997-12-07|DELIVER IN PERSON|TRUCK|inal requests. even pinto beans hag|
+163|37|3|3|27|25299.81|0.04|0.08|N|O|1997-12-26|1997-11-28|1998-01-05|COLLECT COD|REG AIR|ously express dependen|
+163|193|5|4|5|5465.95|0.02|0.00|N|O|1997-11-17|1997-10-09|1997-12-05|DELIVER IN PERSON|TRUCK| must belie|
+163|127|2|5|12|12325.44|0.10|0.00|N|O|1997-12-18|1997-10-26|1997-12-22|COLLECT COD|TRUCK|ly blithe accounts cajole |
+163|191|4|6|20|21823.80|0.00|0.07|N|O|1997-09-27|1997-11-15|1997-10-07|TAKE BACK RETURN|FOB|tructions integrate b|
+164|92|4|1|26|25794.34|0.09|0.04|A|F|1993-01-04|1992-11-21|1993-01-07|NONE|RAIL|s. blithely special courts are blithel|
+164|19|6|2|24|22056.24|0.05|0.05|R|F|1992-12-22|1992-11-27|1993-01-06|NONE|AIR|side of the slyly unusual theodolites. f|
+164|126|9|3|38|38992.56|0.03|0.06|R|F|1992-12-04|1992-11-23|1993-01-02|TAKE BACK RETURN|AIR|counts cajole fluffily regular packages. b|
+164|18|2|4|32|29376.32|0.05|0.01|R|F|1992-12-21|1992-12-23|1992-12-28|COLLECT COD|RAIL|ts wake again|
+164|148|1|5|43|45070.02|0.06|0.01|R|F|1992-11-26|1993-01-03|1992-12-08|COLLECT COD|RAIL|y carefully regular dep|
+164|109|10|6|27|27245.70|0.10|0.04|R|F|1992-12-23|1993-01-16|1993-01-10|DELIVER IN PERSON|AIR|ayers wake carefully a|
+164|4|7|7|23|20792.00|0.09|0.04|A|F|1992-11-03|1992-12-02|1992-11-12|NONE|REG AIR|ress packages haggle ideas. blithely spec|
+165|34|5|1|3|2802.09|0.01|0.08|R|F|1993-03-29|1993-03-06|1993-04-12|DELIVER IN PERSON|REG AIR|riously requests. depos|
+165|162|7|2|43|45672.88|0.08|0.05|R|F|1993-02-27|1993-04-19|1993-03-03|DELIVER IN PERSON|TRUCK|jole slyly according |
+165|59|1|3|15|14385.75|0.00|0.05|R|F|1993-04-10|1993-03-29|1993-05-01|COLLECT COD|SHIP| bold packages mainta|
+165|140|1|4|49|50966.86|0.07|0.06|A|F|1993-02-20|1993-04-02|1993-03-10|COLLECT COD|REG AIR|uses sleep slyly ruthlessly regular a|
+165|156|4|5|27|28516.05|0.01|0.04|R|F|1993-04-27|1993-03-04|1993-05-13|NONE|MAIL|around the ironic, even orb|
+166|65|2|1|37|35707.22|0.09|0.03|N|O|1995-11-16|1995-10-17|1995-12-13|NONE|MAIL|lar frays wake blithely a|
+166|167|8|2|13|13873.08|0.09|0.05|N|O|1995-11-09|1995-11-18|1995-11-14|COLLECT COD|SHIP|fully above the blithely fina|
+166|100|2|3|41|41004.10|0.07|0.03|N|O|1995-11-13|1995-11-07|1995-12-08|COLLECT COD|FOB|hily along the blithely pending fo|
+166|46|3|4|8|7568.32|0.05|0.02|N|O|1995-12-30|1995-11-29|1996-01-29|DELIVER IN PERSON|RAIL|e carefully bold |
+167|102|3|1|28|28058.80|0.06|0.01|R|F|1993-02-19|1993-02-16|1993-03-03|DELIVER IN PERSON|TRUCK|sly during the u|
+167|172|2|2|27|28948.59|0.09|0.00|R|F|1993-05-01|1993-03-31|1993-05-31|TAKE BACK RETURN|FOB|eans affix furiously-- packages|
+192|98|1|1|23|22956.07|0.00|0.00|N|O|1998-02-05|1998-02-06|1998-03-07|TAKE BACK RETURN|AIR|ly pending theodolites haggle quickly fluf|
+192|162|7|2|20|21243.20|0.07|0.01|N|O|1998-03-13|1998-02-02|1998-03-31|TAKE BACK RETURN|REG AIR|tes. carefu|
+192|111|8|3|15|15166.65|0.09|0.01|N|O|1998-01-30|1998-02-10|1998-02-23|TAKE BACK RETURN|TRUCK|he ironic requests haggle about|
+192|197|1|4|2|2194.38|0.06|0.02|N|O|1998-03-06|1998-02-03|1998-03-24|COLLECT COD|SHIP|s. dependencies nag furiously alongside|
+192|83|4|5|25|24577.00|0.02|0.03|N|O|1998-02-15|1998-01-11|1998-03-17|COLLECT COD|TRUCK|. carefully regular|
+192|142|9|6|45|46896.30|0.00|0.05|N|O|1998-03-11|1998-01-09|1998-04-03|NONE|MAIL|equests. ideas sleep idea|
+193|93|5|1|9|8937.81|0.06|0.06|A|F|1993-09-17|1993-10-08|1993-09-30|COLLECT COD|TRUCK|against the fluffily regular d|
+193|154|6|2|15|15812.25|0.02|0.07|R|F|1993-11-22|1993-10-09|1993-12-05|TAKE BACK RETURN|SHIP|ffily. regular packages d|
+193|94|6|3|23|22864.07|0.06|0.05|A|F|1993-08-21|1993-10-11|1993-09-02|DELIVER IN PERSON|TRUCK|ly even accounts wake blithely bold|
+194|3|6|1|17|15351.00|0.05|0.04|R|F|1992-05-24|1992-05-22|1992-05-30|COLLECT COD|AIR| regular deposi|
+194|184|5|2|1|1084.18|0.04|0.06|R|F|1992-04-30|1992-05-18|1992-05-23|NONE|REG AIR| regular theodolites. regular, iron|
+194|66|1|3|13|12558.78|0.08|0.08|A|F|1992-05-07|1992-06-18|1992-05-10|NONE|AIR|about the blit|
+194|146|7|4|36|37661.04|0.00|0.05|R|F|1992-05-21|1992-05-18|1992-05-27|TAKE BACK RETURN|RAIL|pecial packages wake after the slyly r|
+194|57|2|5|8|7656.40|0.04|0.00|R|F|1992-07-06|1992-06-25|1992-07-11|COLLECT COD|FOB|uriously unusual excuses|
+194|149|6|6|16|16786.24|0.06|0.03|A|F|1992-05-14|1992-06-14|1992-05-21|TAKE BACK RETURN|TRUCK|y regular requests. furious|
+194|168|7|7|21|22431.36|0.02|0.01|R|F|1992-05-06|1992-05-20|1992-05-07|COLLECT COD|REG AIR|accounts detect quickly dogged |
+195|85|6|1|6|5910.48|0.04|0.02|A|F|1994-01-09|1994-03-27|1994-01-28|COLLECT COD|REG AIR|y, even deposits haggle carefully. bli|
+195|94|8|2|41|40757.69|0.05|0.07|A|F|1994-02-24|1994-02-11|1994-03-20|NONE|TRUCK|rts detect in place of t|
+195|86|7|3|34|33526.72|0.08|0.08|R|F|1994-01-31|1994-02-11|1994-02-12|NONE|TRUCK| cajole furiously bold i|
+195|86|7|4|41|40429.28|0.06|0.04|R|F|1994-03-14|1994-03-13|1994-04-09|COLLECT COD|RAIL|ggle fluffily foxes. fluffily ironic ex|
+196|136|7|1|19|19686.47|0.03|0.02|R|F|1993-04-17|1993-05-27|1993-04-30|NONE|SHIP|sts maintain foxes. furiously regular p|
+196|10|3|2|15|13650.15|0.03|0.04|A|F|1993-07-05|1993-05-08|1993-07-06|TAKE BACK RETURN|SHIP|s accounts. furio|
+197|99|1|1|39|38964.51|0.02|0.04|N|O|1995-07-21|1995-07-01|1995-08-14|TAKE BACK RETURN|AIR|press accounts. daringly sp|
+197|178|8|2|8|8625.36|0.09|0.02|A|F|1995-04-17|1995-07-01|1995-04-27|DELIVER IN PERSON|SHIP|y blithely even deposits. blithely fina|
+197|156|4|3|17|17954.55|0.06|0.02|N|O|1995-08-02|1995-06-23|1995-08-03|COLLECT COD|REG AIR|ts. careful|
+197|18|5|4|25|22950.25|0.04|0.01|N|F|1995-06-13|1995-05-23|1995-06-24|TAKE BACK RETURN|FOB|s-- quickly final accounts|
+197|42|9|5|14|13188.56|0.09|0.01|R|F|1995-05-08|1995-05-24|1995-05-12|TAKE BACK RETURN|RAIL|use slyly slyly silent depo|
+197|106|1|6|1|1006.10|0.07|0.05|N|O|1995-07-15|1995-06-21|1995-08-11|COLLECT COD|RAIL| even, thin dependencies sno|
+198|57|8|1|33|31582.65|0.07|0.02|N|O|1998-01-05|1998-03-20|1998-01-10|TAKE BACK RETURN|TRUCK|carefully caref|
+198|16|10|2|20|18320.20|0.03|0.00|N|O|1998-01-15|1998-03-31|1998-01-25|DELIVER IN PERSON|FOB|carefully final escapades a|
+198|149|2|3|15|15737.10|0.04|0.02|N|O|1998-04-12|1998-02-26|1998-04-15|COLLECT COD|MAIL|es. quickly pending deposits s|
+198|11|5|4|35|31885.35|0.08|0.02|N|O|1998-02-27|1998-03-23|1998-03-14|TAKE BACK RETURN|RAIL|ests nod quickly furiously sly pinto be|
+198|102|3|5|33|33069.30|0.02|0.01|N|O|1998-03-22|1998-03-12|1998-04-14|DELIVER IN PERSON|SHIP|ending foxes acr|
+199|133|9|1|50|51656.50|0.02|0.00|N|O|1996-06-12|1996-06-03|1996-07-04|DELIVER IN PERSON|MAIL|essly regular ideas boost sly|
+199|134|5|2|30|31023.90|0.08|0.05|N|O|1996-03-27|1996-05-29|1996-04-14|NONE|TRUCK|ilent packages doze quickly. thinly |
+224|151|2|1|16|16818.40|0.04|0.00|A|F|1994-08-01|1994-07-30|1994-08-27|DELIVER IN PERSON|MAIL|y unusual foxes |
+224|109|2|2|34|34309.40|0.04|0.08|R|F|1994-07-13|1994-08-25|1994-07-31|COLLECT COD|TRUCK| carefully. final platelets |
+224|190|1|3|41|44697.79|0.07|0.04|A|F|1994-09-01|1994-09-15|1994-09-02|TAKE BACK RETURN|SHIP|after the furiou|
+224|167|4|4|12|12805.92|0.08|0.06|R|F|1994-10-12|1994-08-29|1994-10-20|DELIVER IN PERSON|MAIL|uriously regular packages. slyly fina|
+224|94|7|5|45|44734.05|0.07|0.07|R|F|1994-08-14|1994-09-02|1994-08-27|COLLECT COD|AIR|leep furiously regular requests. furiousl|
+224|51|3|6|4|3804.20|0.02|0.00|R|F|1994-09-08|1994-08-24|1994-10-04|DELIVER IN PERSON|FOB|tructions |
+225|172|3|1|4|4288.68|0.09|0.07|N|O|1995-08-05|1995-08-19|1995-09-03|TAKE BACK RETURN|SHIP|ng the ironic packages. asymptotes among |
+225|131|7|2|3|3093.39|0.00|0.08|N|O|1995-07-25|1995-07-08|1995-08-17|DELIVER IN PERSON|REG AIR| fluffily about the carefully bold a|
+225|199|2|3|45|49463.55|0.06|0.01|N|O|1995-08-17|1995-08-20|1995-08-30|TAKE BACK RETURN|FOB|the slyly even platelets use aro|
+225|147|4|4|24|25131.36|0.00|0.06|N|O|1995-09-23|1995-08-05|1995-10-16|COLLECT COD|MAIL|ironic accounts are final account|
+225|8|5|5|31|28148.00|0.04|0.06|N|O|1995-06-21|1995-07-24|1995-07-04|TAKE BACK RETURN|FOB|special platelets. quickly r|
+225|132|8|6|12|12385.56|0.00|0.00|A|F|1995-06-04|1995-07-15|1995-06-08|COLLECT COD|MAIL| unusual requests. bus|
+225|142|1|7|44|45854.16|0.10|0.06|N|O|1995-09-22|1995-08-16|1995-10-22|NONE|REG AIR|leep slyly |
+226|97|9|1|4|3988.36|0.00|0.00|R|F|1993-03-31|1993-04-30|1993-04-10|NONE|TRUCK|c foxes integrate carefully against th|
+226|138|4|2|46|47753.98|0.06|0.01|A|F|1993-07-06|1993-04-24|1993-07-13|COLLECT COD|FOB|s. carefully bold accounts cajol|
+226|38|4|3|35|32831.05|0.09|0.03|A|F|1993-03-31|1993-05-18|1993-04-01|NONE|RAIL|osits cajole. final, even foxes a|
+226|41|10|4|45|42346.80|0.10|0.02|R|F|1993-04-17|1993-05-27|1993-05-11|DELIVER IN PERSON|AIR| carefully pending pi|
+226|118|8|5|2|2036.22|0.07|0.02|R|F|1993-03-26|1993-04-13|1993-04-20|TAKE BACK RETURN|SHIP|al platelets. express somas |
+226|83|4|6|48|47187.84|0.02|0.00|A|F|1993-06-11|1993-05-15|1993-06-19|NONE|REG AIR|efully silent packages. final deposit|
+226|118|8|7|14|14253.54|0.09|0.00|R|F|1993-05-20|1993-06-05|1993-05-27|COLLECT COD|MAIL|ep carefully regular accounts. ironic|
+227|166|1|1|19|20257.04|0.05|0.06|N|O|1995-12-10|1996-01-30|1995-12-26|NONE|RAIL|s cajole furiously a|
+227|175|3|2|24|25804.08|0.07|0.07|N|O|1996-02-03|1995-12-24|1996-02-12|COLLECT COD|SHIP|uses across the blithe dependencies cajol|
+228|5|8|1|3|2715.00|0.10|0.08|A|F|1993-05-20|1993-04-08|1993-05-26|DELIVER IN PERSON|SHIP|ckages. sly|
+229|84|5|1|20|19681.60|0.02|0.03|R|F|1994-01-11|1994-01-31|1994-01-26|DELIVER IN PERSON|REG AIR|le. instructions use across the quickly fin|
+229|129|10|2|29|29844.48|0.07|0.00|A|F|1994-03-15|1994-03-02|1994-03-26|COLLECT COD|SHIP|s, final request|
+229|79|10|3|28|27413.96|0.02|0.02|R|F|1994-02-10|1994-02-02|1994-03-10|DELIVER IN PERSON|FOB| final, regular requests. platel|
+229|177|6|4|3|3231.51|0.02|0.08|R|F|1994-03-22|1994-03-24|1994-04-04|DELIVER IN PERSON|REG AIR|posits. furiously regular theodol|
+229|156|1|5|33|34852.95|0.03|0.06|R|F|1994-03-25|1994-02-11|1994-04-13|NONE|FOB| deposits; bold, ruthless theodolites|
+229|106|9|6|29|29176.90|0.04|0.00|R|F|1994-01-14|1994-02-16|1994-01-22|NONE|FOB|uriously pending |
+230|186|7|1|46|49964.28|0.09|0.00|R|F|1994-02-03|1994-01-15|1994-02-23|TAKE BACK RETURN|SHIP|old packages ha|
+230|195|7|2|6|6571.14|0.03|0.08|A|F|1994-01-26|1994-01-25|1994-02-13|NONE|REG AIR| sleep furiously about the p|
+230|8|5|3|1|908.00|0.07|0.06|R|F|1994-01-22|1994-01-03|1994-02-05|TAKE BACK RETURN|RAIL|blithely unusual dolphins. bold, ex|
+230|10|3|4|44|40040.44|0.08|0.06|R|F|1994-02-09|1994-01-18|1994-03-11|NONE|MAIL|deposits integrate slyly sile|
+230|19|9|5|8|7352.08|0.09|0.06|R|F|1993-11-03|1994-01-20|1993-11-11|TAKE BACK RETURN|TRUCK|g the instructions. fluffil|
+230|34|10|6|8|7472.24|0.00|0.05|R|F|1993-11-21|1994-01-05|1993-12-19|TAKE BACK RETURN|FOB|nal ideas. silent, reg|
+231|159|10|1|16|16946.40|0.04|0.08|R|F|1994-11-20|1994-10-29|1994-12-17|TAKE BACK RETURN|AIR|e furiously ironic pinto beans.|
+231|84|5|2|46|45267.68|0.04|0.05|R|F|1994-12-13|1994-12-02|1994-12-14|DELIVER IN PERSON|SHIP|affix blithely. bold requests among the f|
+231|199|1|3|50|54959.50|0.09|0.01|A|F|1994-12-11|1994-12-14|1994-12-13|NONE|RAIL|onic packages haggle fluffily a|
+231|57|8|4|31|29668.55|0.08|0.02|A|F|1994-11-05|1994-12-27|1994-11-30|TAKE BACK RETURN|SHIP|iously special decoys wake q|
+256|89|10|1|22|21759.76|0.09|0.02|R|F|1994-01-12|1993-12-28|1994-01-26|COLLECT COD|FOB|ke quickly ironic, ironic deposits. reg|
+256|119|6|2|40|40764.40|0.10|0.01|A|F|1993-11-30|1993-12-13|1993-12-02|NONE|FOB|nal theodolites. deposits cajole s|
+256|130|9|3|45|46355.85|0.02|0.08|R|F|1994-01-14|1994-01-17|1994-02-10|COLLECT COD|SHIP| grouches. ideas wake quickly ar|
+257|147|8|1|7|7329.98|0.05|0.02|N|O|1998-06-18|1998-05-15|1998-06-27|COLLECT COD|FOB|ackages sleep bold realms. f|
+258|107|4|1|8|8056.80|0.00|0.07|R|F|1994-01-20|1994-03-21|1994-02-09|NONE|REG AIR|ully about the fluffily silent dependencies|
+258|197|1|2|40|43887.60|0.10|0.01|A|F|1994-03-13|1994-02-23|1994-04-05|DELIVER IN PERSON|FOB|silent frets nod daringly busy, bold|
+258|162|3|3|45|47797.20|0.07|0.07|R|F|1994-03-04|1994-02-13|1994-03-30|DELIVER IN PERSON|TRUCK|regular excuses-- fluffily ruthl|
+258|133|9|4|31|32027.03|0.02|0.05|A|F|1994-04-20|1994-03-20|1994-04-28|COLLECT COD|REG AIR| slyly blithely special mul|
+258|36|2|5|25|23400.75|0.08|0.02|A|F|1994-04-13|1994-02-26|1994-04-29|TAKE BACK RETURN|TRUCK|leep pending packages.|
+258|147|4|6|36|37697.04|0.09|0.04|A|F|1994-01-11|1994-03-04|1994-01-18|DELIVER IN PERSON|AIR|nic asymptotes. slyly silent r|
+259|99|10|1|14|13987.26|0.00|0.08|A|F|1993-12-17|1993-12-09|1993-12-31|COLLECT COD|SHIP|ons against the express acco|
+259|162|1|2|14|14870.24|0.03|0.05|R|F|1993-11-10|1993-11-20|1993-11-17|DELIVER IN PERSON|FOB|ully even, regul|
+259|24|5|3|42|38808.84|0.09|0.00|R|F|1993-10-20|1993-11-18|1993-11-12|NONE|TRUCK|the slyly ironic pinto beans. fi|
+259|196|10|4|3|3288.57|0.08|0.06|R|F|1993-10-04|1993-11-07|1993-10-14|TAKE BACK RETURN|SHIP|ng slyly at the accounts.|
+259|193|6|5|6|6559.14|0.00|0.05|R|F|1993-12-05|1993-12-22|1993-12-21|COLLECT COD|TRUCK| requests sleep|
+260|156|7|1|50|52807.50|0.07|0.08|N|O|1997-03-24|1997-02-09|1997-04-20|TAKE BACK RETURN|REG AIR|c deposits |
+260|183|4|2|26|28162.68|0.02|0.07|N|O|1996-12-12|1997-02-06|1996-12-15|NONE|TRUCK|ld theodolites boost fl|
+260|42|1|3|27|25435.08|0.05|0.08|N|O|1997-03-23|1997-02-15|1997-04-22|TAKE BACK RETURN|RAIL|ions according to the|
+260|6|1|4|29|26274.00|0.10|0.06|N|O|1997-03-15|1997-01-14|1997-04-13|NONE|MAIL|fluffily even asymptotes. express wa|
+260|96|9|5|44|43827.96|0.01|0.05|N|O|1997-03-26|1997-02-03|1997-04-19|DELIVER IN PERSON|MAIL|above the blithely ironic instr|
+261|2|7|1|34|30668.00|0.05|0.08|R|F|1993-08-18|1993-09-24|1993-08-20|COLLECT COD|REG AIR|c packages. asymptotes da|
+261|66|7|2|20|19321.20|0.00|0.06|R|F|1993-10-21|1993-08-02|1993-11-04|DELIVER IN PERSON|RAIL|ites hinder |
+261|174|3|3|28|30076.76|0.08|0.03|R|F|1993-07-24|1993-08-20|1993-08-05|COLLECT COD|AIR|ironic packages nag slyly. carefully fin|
+261|119|3|4|49|49936.39|0.04|0.05|R|F|1993-09-12|1993-08-31|1993-10-07|COLLECT COD|SHIP|ions. bold accounts |
+261|61|6|5|49|47091.94|0.01|0.08|A|F|1993-09-29|1993-09-08|1993-10-01|COLLECT COD|SHIP| pinto beans haggle slyly furiously pending|
+261|97|9|6|20|19941.80|0.06|0.06|A|F|1993-10-15|1993-09-05|1993-11-07|NONE|AIR|ing to the special, ironic deposi|
+262|192|3|1|39|42595.41|0.01|0.05|N|O|1996-01-15|1996-02-18|1996-01-28|COLLECT COD|RAIL|usual, regular requests|
+262|61|6|2|33|31714.98|0.09|0.03|N|O|1996-03-10|1996-01-31|1996-03-27|TAKE BACK RETURN|AIR|atelets sleep furiously. requests cajole. b|
+262|59|1|3|35|33566.75|0.05|0.08|N|O|1996-03-12|1996-02-14|1996-04-11|COLLECT COD|MAIL|lites cajole along the pending packag|
+263|24|9|1|22|20328.44|0.06|0.08|R|F|1994-08-24|1994-06-20|1994-09-09|NONE|FOB|efully express fo|
+263|85|6|2|9|8865.72|0.08|0.00|A|F|1994-07-21|1994-07-16|1994-08-08|TAKE BACK RETURN|TRUCK|lms wake bl|
+263|143|2|3|50|52157.00|0.06|0.04|R|F|1994-08-18|1994-07-31|1994-08-22|NONE|TRUCK|re the packages. special|
+288|51|3|1|31|29482.55|0.00|0.03|N|O|1997-03-17|1997-04-28|1997-04-06|TAKE BACK RETURN|AIR|instructions wa|
+288|117|1|2|49|49838.39|0.08|0.05|N|O|1997-04-19|1997-05-19|1997-05-18|TAKE BACK RETURN|TRUCK|ic excuses sleep always spe|
+288|99|10|3|36|35967.24|0.02|0.02|N|O|1997-02-22|1997-05-07|1997-03-07|TAKE BACK RETURN|TRUCK|yly pending excu|
+288|79|10|4|19|18602.33|0.07|0.07|N|O|1997-03-14|1997-04-04|1997-03-26|NONE|MAIL|deposits. blithely quick courts ar|
+288|162|9|5|31|32926.96|0.10|0.04|N|O|1997-05-29|1997-04-24|1997-06-20|TAKE BACK RETURN|RAIL|ns. fluffily|
+289|174|2|1|25|26854.25|0.07|0.05|N|O|1997-03-18|1997-05-05|1997-04-15|DELIVER IN PERSON|FOB|out the quickly bold theodol|
+289|112|2|2|6|6072.66|0.06|0.05|N|O|1997-02-18|1997-05-08|1997-03-19|DELIVER IN PERSON|SHIP|d packages use fluffily furiously|
+289|17|4|3|44|40348.44|0.10|0.08|N|O|1997-06-05|1997-04-20|1997-07-02|COLLECT COD|MAIL|ly ironic foxes. asymptotes |
+289|40|6|4|48|45121.92|0.01|0.08|N|O|1997-03-14|1997-03-30|1997-03-24|DELIVER IN PERSON|RAIL|sits cajole. bold pinto beans x-ray fl|
+289|47|4|5|13|12311.52|0.10|0.03|N|O|1997-06-08|1997-04-06|1997-06-18|TAKE BACK RETURN|REG AIR|ts. quickly bold deposits alongside|
+290|6|1|1|35|31710.00|0.01|0.02|R|F|1994-04-01|1994-02-05|1994-04-27|NONE|MAIL|ove the final foxes detect slyly fluffily|
+290|129|4|2|2|2058.24|0.05|0.04|A|F|1994-01-30|1994-02-13|1994-02-21|TAKE BACK RETURN|TRUCK|. permanently furious reques|
+290|2|5|3|5|4510.00|0.03|0.05|A|F|1994-01-19|1994-02-24|1994-01-27|NONE|MAIL|ans integrate. requests sleep. fur|
+290|124|9|4|23|23554.76|0.05|0.08|R|F|1994-03-14|1994-02-21|1994-04-09|NONE|AIR|refully unusual packages. |
+291|123|6|1|21|21485.52|0.05|0.07|A|F|1994-05-26|1994-05-10|1994-06-23|COLLECT COD|TRUCK|y quickly regular theodolites. final t|
+291|138|9|2|19|19724.47|0.08|0.02|R|F|1994-06-14|1994-04-25|1994-06-19|NONE|REG AIR|e. ruthlessly final accounts after the|
+291|61|8|3|30|28831.80|0.10|0.02|R|F|1994-03-22|1994-04-30|1994-03-24|DELIVER IN PERSON|FOB| fluffily regular deposits. quickl|
+292|154|5|1|8|8433.20|0.10|0.03|R|F|1992-02-18|1992-03-30|1992-03-18|DELIVER IN PERSON|RAIL|sily bold deposits alongside of the ex|
+292|100|1|2|24|24002.40|0.08|0.04|R|F|1992-03-24|1992-03-06|1992-04-20|COLLECT COD|TRUCK| bold, pending theodolites u|
+293|9|6|1|14|12726.00|0.02|0.05|R|F|1992-10-19|1992-12-23|1992-11-10|DELIVER IN PERSON|SHIP|es. packages above the|
+293|187|8|2|11|11958.98|0.10|0.04|R|F|1992-12-24|1992-12-01|1993-01-12|COLLECT COD|MAIL| affix carefully quickly special idea|
+293|118|8|3|13|13235.43|0.04|0.02|A|F|1992-12-17|1992-12-26|1992-12-22|COLLECT COD|RAIL| wake after the quickly even deposits. bli|
+294|60|2|1|31|29761.86|0.00|0.01|R|F|1993-08-06|1993-08-19|1993-08-13|TAKE BACK RETURN|AIR|le fluffily along the quick|
+295|198|10|1|29|31847.51|0.02|0.07|A|F|1994-11-09|1994-12-08|1994-12-07|COLLECT COD|MAIL|inst the carefully ironic pinto beans. blit|
+295|92|6|2|26|25794.34|0.04|0.03|R|F|1994-12-13|1994-11-30|1995-01-06|DELIVER IN PERSON|AIR|ts above the slyly regular requests x-ray q|
+295|16|10|3|8|7328.08|0.10|0.07|R|F|1995-01-13|1994-11-17|1995-01-25|NONE|TRUCK| final instructions h|
+295|61|10|4|26|24987.56|0.10|0.04|A|F|1995-01-12|1994-11-22|1995-01-22|DELIVER IN PERSON|MAIL| carefully iron|
+320|5|2|1|30|27150.00|0.05|0.01|N|O|1997-12-04|1998-01-21|1997-12-13|NONE|RAIL| ironic, final accounts wake quick de|
+320|193|5|2|13|14211.47|0.03|0.00|N|O|1997-12-16|1997-12-26|1997-12-17|TAKE BACK RETURN|AIR|he furiously regular pinto beans. car|
+321|1|8|1|21|18921.00|0.01|0.08|A|F|1993-07-18|1993-04-24|1993-08-13|TAKE BACK RETURN|REG AIR|hockey players sleep slyly sl|
+321|141|4|2|41|42686.74|0.08|0.07|R|F|1993-06-21|1993-06-07|1993-07-09|NONE|REG AIR|special packages shall have to doze blit|
+322|153|8|1|12|12637.80|0.08|0.07|A|F|1992-06-29|1992-05-30|1992-07-11|NONE|AIR|ular theodolites promise qu|
+322|44|5|2|48|45313.92|0.02|0.07|A|F|1992-06-11|1992-06-16|1992-06-26|COLLECT COD|RAIL|dolites detect qu|
+322|13|3|3|20|18260.20|0.04|0.01|R|F|1992-04-26|1992-05-04|1992-05-22|DELIVER IN PERSON|MAIL|ckly toward |
+322|184|5|4|10|10841.80|0.06|0.03|R|F|1992-04-12|1992-05-13|1992-04-14|DELIVER IN PERSON|AIR| deposits grow slyly according to th|
+322|12|2|5|35|31920.35|0.07|0.06|A|F|1992-07-17|1992-05-03|1992-08-14|TAKE BACK RETURN|RAIL|egular accounts cajole carefully. even d|
+322|34|5|6|3|2802.09|0.08|0.05|A|F|1992-07-03|1992-05-10|1992-07-28|NONE|AIR|ending, ironic deposits along the blith|
+322|38|4|7|5|4690.15|0.01|0.02|A|F|1992-04-15|1992-05-12|1992-04-26|COLLECT COD|REG AIR| special grouches sleep quickly instructio|
+323|164|9|1|50|53208.00|0.05|0.04|A|F|1994-04-20|1994-04-25|1994-05-12|DELIVER IN PERSON|REG AIR|cial requests |
+323|96|8|2|18|17929.62|0.06|0.07|R|F|1994-04-13|1994-06-02|1994-05-10|DELIVER IN PERSON|TRUCK|posits cajole furiously pinto beans. |
+323|143|4|3|9|9388.26|0.07|0.04|A|F|1994-06-26|1994-06-10|1994-07-13|COLLECT COD|TRUCK|nic accounts. regular, regular pack|
+324|200|3|1|26|28605.20|0.07|0.01|R|F|1992-04-19|1992-05-28|1992-05-12|DELIVER IN PERSON|RAIL|ross the slyly regular s|
+325|159|1|1|34|36011.10|0.09|0.04|A|F|1993-10-28|1993-12-13|1993-11-17|TAKE BACK RETURN|MAIL|ly bold deposits. always iron|
+325|186|7|2|5|5430.90|0.07|0.08|A|F|1994-01-02|1994-01-05|1994-01-04|TAKE BACK RETURN|MAIL| theodolites. |
+325|19|3|3|35|32165.35|0.07|0.07|A|F|1993-12-06|1994-01-03|1993-12-26|DELIVER IN PERSON|REG AIR|packages wa|
+326|180|9|1|41|44287.38|0.06|0.03|N|O|1995-08-30|1995-07-09|1995-09-12|DELIVER IN PERSON|TRUCK|ily quickly bold ideas.|
+326|20|4|2|38|34960.76|0.02|0.08|N|O|1995-09-12|1995-08-23|1995-09-14|COLLECT COD|RAIL|es sleep slyly. carefully regular inst|
+326|184|5|3|25|27104.50|0.03|0.04|N|O|1995-08-03|1995-07-27|1995-08-16|NONE|AIR|ily furiously unusual accounts. |
+326|85|6|4|5|4925.40|0.03|0.08|N|O|1995-07-29|1995-07-13|1995-08-12|NONE|REG AIR|deas sleep according to the sometimes spe|
+326|35|6|5|31|28985.93|0.04|0.08|N|O|1995-09-27|1995-07-06|1995-10-22|NONE|TRUCK|cies sleep quick|
+326|157|9|6|41|43343.15|0.02|0.00|N|O|1995-07-05|1995-07-23|1995-07-20|TAKE BACK RETURN|REG AIR|to beans wake before the furiously re|
+326|43|10|7|47|44322.88|0.04|0.04|N|O|1995-09-16|1995-07-04|1995-10-04|NONE|REG AIR| special accounts sleep |
+327|144|3|1|16|16706.24|0.03|0.01|N|O|1995-07-05|1995-06-07|1995-07-09|TAKE BACK RETURN|TRUCK|cial ideas sleep af|
+327|42|9|2|9|8478.36|0.09|0.05|A|F|1995-05-24|1995-07-11|1995-06-05|NONE|AIR| asymptotes are fu|
+352|64|5|1|17|16389.02|0.07|0.05|R|F|1994-06-02|1994-05-31|1994-06-29|NONE|FOB|pending deposits sleep furiously |
+353|120|7|1|41|41824.92|0.00|0.06|A|F|1994-03-25|1994-03-31|1994-03-30|DELIVER IN PERSON|AIR|refully final theodoli|
+353|148|9|2|29|30396.06|0.09|0.00|A|F|1994-01-11|1994-03-19|1994-02-09|COLLECT COD|FOB|ctions impr|
+353|135|1|3|12|12421.56|0.06|0.01|R|F|1994-01-02|1994-03-26|1994-01-19|DELIVER IN PERSON|RAIL|g deposits cajole |
+353|78|7|4|46|44991.22|0.00|0.04|A|F|1994-04-14|1994-01-31|1994-05-05|DELIVER IN PERSON|FOB| ironic dolphins |
+353|117|4|5|9|9153.99|0.02|0.02|A|F|1994-03-15|1994-03-20|1994-03-18|TAKE BACK RETURN|RAIL|ual accounts! carefu|
+353|103|4|6|39|39120.90|0.02|0.05|A|F|1994-01-15|1994-03-30|1994-02-01|NONE|MAIL|losely quickly even accounts. c|
+354|50|7|1|14|13300.70|0.08|0.04|N|O|1996-04-12|1996-06-03|1996-05-08|NONE|SHIP|quickly regular grouches will eat. careful|
+354|194|8|2|24|26260.56|0.01|0.01|N|O|1996-05-08|1996-05-17|1996-06-07|DELIVER IN PERSON|AIR|y silent requests. regular, even accounts|
+354|59|10|3|50|47952.50|0.08|0.05|N|O|1996-03-21|1996-05-20|1996-04-04|COLLECT COD|TRUCK|to beans s|
+354|107|4|4|7|7049.70|0.06|0.01|N|O|1996-05-07|1996-04-18|1996-05-24|NONE|MAIL|ously idly ironic accounts-- quickl|
+354|31|2|5|18|16758.54|0.04|0.08|N|O|1996-03-31|1996-05-13|1996-04-27|DELIVER IN PERSON|RAIL| about the carefully unusual |
+354|62|1|6|36|34634.16|0.03|0.02|N|O|1996-03-19|1996-05-29|1996-03-30|NONE|AIR|onic requests thrash bold g|
+354|5|10|7|14|12670.00|0.01|0.07|N|O|1996-07-06|1996-06-08|1996-07-10|TAKE BACK RETURN|MAIL|t thinly above the ironic, |
+355|114|1|1|31|31437.41|0.09|0.07|A|F|1994-07-13|1994-08-18|1994-07-18|DELIVER IN PERSON|FOB|y unusual, ironic|
+355|97|1|2|41|40880.69|0.05|0.00|A|F|1994-08-15|1994-07-19|1994-09-06|DELIVER IN PERSON|TRUCK| deposits. carefully r|
+356|46|7|1|4|3784.16|0.10|0.01|A|F|1994-07-28|1994-08-01|1994-08-04|DELIVER IN PERSON|REG AIR| the dependencies nod unusual, final ac|
+356|108|3|2|48|48388.80|0.02|0.03|R|F|1994-08-12|1994-07-31|1994-08-26|NONE|FOB|unusual packages. furiously |
+356|119|3|3|35|35668.85|0.08|0.07|R|F|1994-10-14|1994-07-31|1994-10-23|COLLECT COD|TRUCK|s. unusual, final|
+356|56|1|4|41|39198.05|0.07|0.05|A|F|1994-09-28|1994-09-20|1994-10-07|COLLECT COD|SHIP| according to the express foxes will|
+356|125|8|5|37|37929.44|0.05|0.03|A|F|1994-07-15|1994-08-24|1994-08-09|DELIVER IN PERSON|FOB|ndencies are since the packag|
+357|114|5|1|26|26366.86|0.06|0.03|N|O|1996-12-28|1996-11-26|1997-01-13|NONE|FOB| carefully pending accounts use a|
+357|186|7|2|36|39102.48|0.07|0.06|N|O|1996-12-28|1996-11-13|1997-01-24|DELIVER IN PERSON|AIR|d the carefully even requests. |
+357|165|2|3|32|34085.12|0.05|0.07|N|O|1997-01-28|1996-12-29|1997-02-14|NONE|MAIL|y above the carefully final accounts|
+358|191|3|1|41|44738.79|0.06|0.01|A|F|1993-11-18|1993-11-14|1993-11-28|NONE|TRUCK|ely frets. furious deposits sleep |
+358|190|1|2|32|34886.08|0.05|0.08|A|F|1993-10-18|1993-12-12|1993-10-31|NONE|TRUCK|y final foxes sleep blithely sl|
+358|169|6|3|40|42766.40|0.09|0.01|A|F|1993-12-05|1993-11-04|1994-01-01|COLLECT COD|MAIL|ng the ironic theo|
+358|97|10|4|15|14956.35|0.08|0.08|A|F|1993-10-04|1993-12-17|1993-10-23|TAKE BACK RETURN|MAIL|out the blithely ironic deposits slee|
+358|29|2|5|18|16722.36|0.01|0.02|R|F|1993-10-07|1993-11-01|1993-10-26|COLLECT COD|SHIP|olphins haggle ironic accounts. f|
+358|162|3|6|32|33989.12|0.03|0.05|R|F|1993-12-21|1993-11-06|1994-01-17|DELIVER IN PERSON|RAIL|lyly express deposits |
+358|83|4|7|45|44238.60|0.05|0.02|A|F|1993-12-08|1993-10-29|1993-12-30|NONE|REG AIR|to beans. regular, unusual deposits sl|
+359|166|7|1|30|31984.80|0.00|0.08|A|F|1995-01-06|1995-02-20|1995-01-20|TAKE BACK RETURN|AIR|uses detect spec|
+359|12|9|2|18|16416.18|0.00|0.03|A|F|1995-01-27|1995-03-18|1995-01-31|DELIVER IN PERSON|RAIL|unusual warthogs. ironically sp|
+359|132|8|3|17|17546.21|0.07|0.06|A|F|1995-01-31|1995-03-18|1995-02-10|COLLECT COD|SHIP|sts according to the blithely|
+359|90|1|4|38|37623.42|0.10|0.08|R|F|1995-03-30|1995-01-20|1995-04-25|DELIVER IN PERSON|RAIL|g furiously. regular, sile|
+359|168|5|5|11|11749.76|0.01|0.03|A|F|1995-02-15|1995-01-27|1995-02-18|NONE|FOB|rets wake blithely. slyly final dep|
+359|183|4|6|23|24913.14|0.04|0.07|R|F|1995-01-31|1995-03-11|1995-02-16|DELIVER IN PERSON|REG AIR|ic courts snooze quickly furiously final fo|
+384|179|8|1|38|41008.46|0.07|0.01|R|F|1992-06-02|1992-04-18|1992-06-10|DELIVER IN PERSON|TRUCK|totes cajole blithely against the even|
+384|64|3|2|49|47238.94|0.09|0.07|A|F|1992-04-01|1992-04-25|1992-04-18|COLLECT COD|AIR|refully carefully ironic instructions. bl|
+384|182|3|3|11|11903.98|0.02|0.08|A|F|1992-04-02|1992-04-21|1992-04-15|COLLECT COD|MAIL|ash carefully|
+384|93|6|4|11|10923.99|0.00|0.06|R|F|1992-06-24|1992-05-29|1992-07-22|COLLECT COD|TRUCK|nic excuses are furiously above the blith|
+384|132|8|5|14|14449.82|0.08|0.06|R|F|1992-06-14|1992-05-29|1992-07-05|DELIVER IN PERSON|TRUCK|ckages are slyly after the slyly specia|
+385|167|6|1|7|7470.12|0.05|0.06|N|O|1996-05-23|1996-05-09|1996-06-06|DELIVER IN PERSON|REG AIR| special asymptote|
+385|54|9|2|46|43886.30|0.08|0.07|N|O|1996-03-29|1996-05-17|1996-04-18|NONE|REG AIR|lthily ironic f|
+386|153|5|1|39|41072.85|0.10|0.07|A|F|1995-05-10|1995-02-28|1995-05-25|NONE|SHIP|hely. carefully regular accounts hag|
+386|69|4|2|16|15504.96|0.06|0.01|A|F|1995-04-12|1995-04-18|1995-05-11|DELIVER IN PERSON|MAIL|lithely fluffi|
+386|131|2|3|37|38151.81|0.09|0.04|A|F|1995-05-23|1995-03-01|1995-05-25|TAKE BACK RETURN|MAIL|ending pearls breach fluffily. slyly pen|
+387|137|8|1|1|1037.13|0.08|0.03|N|O|1997-05-06|1997-04-23|1997-05-10|NONE|SHIP| pinto beans wake furiously carefu|
+387|153|4|2|42|44232.30|0.07|0.05|N|O|1997-05-25|1997-02-25|1997-05-29|DELIVER IN PERSON|RAIL|lithely final theodolites.|
+387|97|10|3|40|39883.60|0.09|0.02|N|O|1997-03-08|1997-04-18|1997-03-31|COLLECT COD|TRUCK| quickly ironic platelets are slyly. fluff|
+387|56|7|4|19|18164.95|0.08|0.00|N|O|1997-03-14|1997-04-21|1997-04-04|NONE|REG AIR|gular dependencies|
+387|149|6|5|32|33572.48|0.08|0.06|N|O|1997-05-02|1997-04-11|1997-05-11|DELIVER IN PERSON|TRUCK|gle. silent, fur|
+388|33|9|1|42|39187.26|0.05|0.06|R|F|1993-02-21|1993-02-26|1993-03-15|COLLECT COD|FOB|accounts sleep furiously|
+388|128|9|2|46|47293.52|0.07|0.01|A|F|1993-03-22|1993-01-26|1993-03-24|COLLECT COD|FOB|to beans nag about the careful reque|
+388|65|2|3|40|38602.40|0.06|0.01|A|F|1992-12-24|1993-01-28|1993-01-19|TAKE BACK RETURN|REG AIR|quests against the carefully unusual epi|
+389|190|1|1|2|2180.38|0.09|0.00|R|F|1994-04-13|1994-04-10|1994-04-25|TAKE BACK RETURN|RAIL|fts. courts eat blithely even dependenc|
+390|107|10|1|10|10071.00|0.02|0.05|N|O|1998-05-26|1998-07-06|1998-06-23|TAKE BACK RETURN|SHIP| requests. final accounts x-ray beside the|
+390|124|7|2|17|17410.04|0.09|0.06|N|O|1998-06-07|1998-06-14|1998-07-07|COLLECT COD|SHIP|ending, pending pinto beans wake slyl|
+390|184|5|3|46|49872.28|0.07|0.04|N|O|1998-06-06|1998-05-20|1998-06-14|DELIVER IN PERSON|SHIP|cial excuses. bold, pending packages|
+390|142|3|4|42|43769.88|0.01|0.05|N|O|1998-06-06|1998-06-22|1998-07-05|COLLECT COD|SHIP|counts nag across the sly, sil|
+390|128|3|5|13|13365.56|0.02|0.06|N|O|1998-07-08|1998-05-10|1998-07-18|DELIVER IN PERSON|SHIP|sleep carefully idle packages. blithely |
+390|125|4|6|11|11276.32|0.09|0.06|N|O|1998-05-05|1998-05-15|1998-06-01|DELIVER IN PERSON|SHIP|according to the foxes are furiously |
+390|85|6|7|24|23641.92|0.05|0.02|N|O|1998-04-18|1998-05-19|1998-04-28|TAKE BACK RETURN|AIR|y. enticingly final depos|
+391|122|1|1|14|14309.68|0.09|0.02|R|F|1995-02-11|1995-02-03|1995-02-13|TAKE BACK RETURN|TRUCK| escapades sleep furiously about |
+416|94|6|1|25|24852.25|0.00|0.05|A|F|1993-10-11|1993-11-26|1993-10-21|DELIVER IN PERSON|TRUCK|y final theodolites about|
+416|111|1|2|22|22244.42|0.10|0.00|R|F|1993-12-27|1993-12-17|1994-01-09|COLLECT COD|RAIL|rint blithely above the pending sentim|
+416|175|5|3|25|26879.25|0.07|0.01|R|F|1993-10-16|1993-12-03|1993-10-29|NONE|AIR|ses boost after the bold requests.|
+417|40|1|1|39|36661.56|0.01|0.02|A|F|1994-05-31|1994-05-02|1994-06-06|NONE|SHIP|y regular requests wake along |
+417|70|7|2|18|17461.26|0.00|0.01|R|F|1994-03-29|1994-04-10|1994-04-26|TAKE BACK RETURN|FOB|- final requests sle|
+417|45|2|3|41|38746.64|0.10|0.01|R|F|1994-04-11|1994-03-08|1994-05-06|COLLECT COD|RAIL|tes. regular requests across the |
+417|132|3|4|2|2064.26|0.01|0.03|R|F|1994-02-13|1994-04-19|1994-03-15|DELIVER IN PERSON|SHIP|uriously bol|
+418|19|3|1|31|28489.31|0.00|0.03|N|F|1995-06-05|1995-06-18|1995-06-26|COLLECT COD|FOB|final theodolites. fluffil|
+418|2|5|2|1|902.00|0.04|0.07|N|O|1995-06-23|1995-06-16|1995-07-23|DELIVER IN PERSON|AIR|regular, silent pinto|
+418|35|1|3|3|2805.09|0.04|0.06|N|O|1995-06-29|1995-07-12|1995-07-01|COLLECT COD|AIR|ly furiously regular w|
+419|153|8|1|33|34753.95|0.05|0.02|N|O|1996-11-06|1996-12-25|1996-11-20|TAKE BACK RETURN|TRUCK|y above the bli|
+419|65|2|2|32|30881.92|0.01|0.06|N|O|1996-12-04|1996-12-04|1996-12-24|COLLECT COD|SHIP|blithely regular requests. special pinto|
+419|71|1|3|15|14566.05|0.07|0.04|N|O|1996-12-17|1996-11-28|1996-12-19|TAKE BACK RETURN|REG AIR| sleep final, regular theodolites. fluffi|
+419|9|6|4|15|13635.00|0.01|0.02|N|O|1997-01-09|1996-12-22|1997-01-25|COLLECT COD|FOB|of the careful, thin theodolites. quickly s|
+419|149|2|5|17|17835.38|0.01|0.00|N|O|1997-01-13|1996-12-20|1997-02-01|COLLECT COD|REG AIR|lar dependencies: carefully regu|
+420|101|6|1|5|5005.50|0.04|0.03|N|O|1995-11-04|1996-01-02|1995-11-30|NONE|REG AIR|cajole blit|
+420|162|7|2|22|23367.52|0.05|0.04|N|O|1996-01-25|1995-12-16|1996-02-03|TAKE BACK RETURN|AIR|ly against the blithely re|
+420|48|1|3|45|42661.80|0.09|0.08|N|O|1996-01-14|1996-01-01|1996-01-26|COLLECT COD|FOB| final accounts. furiously express forges|
+420|75|6|4|12|11700.84|0.08|0.08|N|O|1996-02-05|1996-01-03|1996-02-12|TAKE BACK RETURN|REG AIR|c instructions are |
+420|73|2|5|37|36003.59|0.02|0.00|N|O|1995-11-16|1995-12-13|1995-11-19|DELIVER IN PERSON|SHIP|rbits. bold requests along the quickl|
+420|124|7|6|40|40964.80|0.01|0.05|N|O|1995-11-26|1995-12-26|1995-12-20|TAKE BACK RETURN|FOB| after the special|
+420|16|7|7|39|35724.39|0.00|0.08|N|O|1995-12-09|1995-12-16|1995-12-31|DELIVER IN PERSON|REG AIR|s. ironic waters about the car|
+421|134|5|1|1|1034.13|0.02|0.07|R|F|1992-05-29|1992-04-27|1992-06-09|NONE|TRUCK|oldly busy deposit|
+422|152|10|1|25|26303.75|0.10|0.07|N|O|1997-07-01|1997-08-17|1997-07-09|DELIVER IN PERSON|SHIP|carefully bold theodolit|
+422|171|1|2|10|10711.70|0.02|0.03|N|O|1997-06-15|1997-08-04|1997-07-08|TAKE BACK RETURN|AIR|he furiously ironic theodolite|
+422|176|4|3|46|49503.82|0.09|0.00|N|O|1997-06-21|1997-07-14|1997-06-27|DELIVER IN PERSON|RAIL| ideas. qu|
+422|162|7|4|25|26554.00|0.10|0.04|N|O|1997-08-24|1997-07-09|1997-09-22|NONE|FOB|ep along the furiousl|
+423|132|3|1|27|27867.51|0.06|0.03|N|O|1996-08-20|1996-08-01|1996-08-23|TAKE BACK RETURN|SHIP|ccounts. blithely regular pack|
+448|126|7|1|4|4104.48|0.00|0.04|N|O|1995-11-25|1995-10-20|1995-11-26|TAKE BACK RETURN|MAIL|nts thrash quickly among the b|
+448|173|1|2|46|49365.82|0.05|0.00|N|O|1995-08-31|1995-09-30|1995-09-09|COLLECT COD|SHIP| to the fluffily ironic packages.|
+448|27|6|3|35|32445.70|0.10|0.08|N|O|1995-09-27|1995-11-19|1995-10-20|COLLECT COD|REG AIR|ses nag quickly quickly ir|
+448|170|1|4|8|8561.36|0.10|0.00|N|O|1995-11-02|1995-10-16|1995-11-15|COLLECT COD|TRUCK|ounts wake blithely. furiously pending|
+448|138|9|5|23|23876.99|0.02|0.05|N|O|1995-09-26|1995-11-02|1995-10-17|NONE|SHIP|ious, final gifts|
+449|152|7|1|12|12625.80|0.02|0.08|N|O|1995-11-06|1995-08-25|1995-11-18|TAKE BACK RETURN|SHIP|ly. blithely ironic |
+449|109|6|2|4|4036.40|0.10|0.06|N|O|1995-10-27|1995-09-14|1995-11-21|DELIVER IN PERSON|FOB|are fluffily. requests are furiously|
+449|10|1|3|3|2730.03|0.07|0.08|N|O|1995-07-28|1995-09-11|1995-08-01|NONE|RAIL| bold deposits. express theodolites haggle|
+449|158|3|4|22|23279.30|0.07|0.00|N|O|1995-08-17|1995-09-04|1995-09-10|COLLECT COD|FOB|furiously final theodolites eat careful|
+450|162|7|1|42|44610.72|0.03|0.00|N|F|1995-06-07|1995-05-29|1995-06-23|TAKE BACK RETURN|SHIP|y asymptotes. regular depen|
+450|107|8|2|5|5035.50|0.03|0.02|A|F|1995-04-02|1995-05-06|1995-04-13|TAKE BACK RETURN|TRUCK|the pinto bea|
+450|143|6|3|32|33380.48|0.06|0.03|N|O|1995-07-02|1995-04-25|1995-07-30|TAKE BACK RETURN|SHIP| accounts nod fluffily even, pending|
+450|57|9|4|40|38282.00|0.05|0.03|R|F|1995-03-20|1995-05-25|1995-04-14|NONE|RAIL|ve. asymptote|
+450|79|10|5|2|1958.14|0.09|0.00|A|F|1995-03-11|1995-05-21|1995-03-16|COLLECT COD|AIR|y even pinto beans; qui|
+450|153|1|6|33|34753.95|0.08|0.05|R|F|1995-05-18|1995-05-22|1995-05-23|TAKE BACK RETURN|REG AIR|ily carefully final depo|
+451|130|9|1|36|37084.68|0.02|0.06|N|O|1998-06-18|1998-08-14|1998-06-20|TAKE BACK RETURN|AIR|rges can haggle carefully ironic, dogged |
+451|33|4|2|42|39187.26|0.05|0.01|N|O|1998-08-01|1998-08-05|1998-08-30|DELIVER IN PERSON|TRUCK|express excuses. blithely ironic pin|
+451|87|8|3|1|987.08|0.07|0.05|N|O|1998-07-13|1998-07-03|1998-08-04|DELIVER IN PERSON|AIR| carefully ironic packages solve furiously |
+451|77|5|4|28|27357.96|0.04|0.05|N|O|1998-06-16|1998-07-09|1998-06-17|DELIVER IN PERSON|SHIP| theodolites. even cou|
+452|115|6|1|2|2030.22|0.04|0.03|N|O|1997-12-26|1998-01-03|1998-01-12|COLLECT COD|FOB|y express instru|
+453|198|1|1|45|49418.55|0.01|0.00|N|O|1997-06-30|1997-08-20|1997-07-19|COLLECT COD|REG AIR|ifts wake carefully.|
+453|176|4|2|38|40894.46|0.08|0.04|N|O|1997-06-30|1997-07-08|1997-07-16|DELIVER IN PERSON|REG AIR| furiously f|
+453|14|1|3|38|34732.38|0.10|0.01|N|O|1997-08-10|1997-07-24|1997-09-07|NONE|SHIP|sts cajole. furiously un|
+453|96|7|4|45|44824.05|0.10|0.01|N|O|1997-09-18|1997-06-29|1997-10-14|TAKE BACK RETURN|AIR|ironic foxes. slyly pending depos|
+453|26|1|5|32|29632.64|0.04|0.01|N|O|1997-07-15|1997-06-27|1997-07-18|NONE|REG AIR|s. fluffily bold packages cajole. unu|
+453|95|7|6|28|27862.52|0.07|0.07|N|O|1997-08-16|1997-08-12|1997-08-27|NONE|MAIL|final dependencies. slyly special pl|
+454|118|8|1|24|24434.64|0.06|0.01|N|O|1996-04-26|1996-03-23|1996-05-20|NONE|TRUCK|le. deposits after the ideas nag unusual pa|
+455|157|9|1|42|44400.30|0.10|0.02|N|O|1997-01-26|1997-01-10|1997-02-22|DELIVER IN PERSON|REG AIR|around the quickly blit|
+455|28|9|2|44|40832.88|0.05|0.08|N|O|1997-01-17|1997-02-22|1997-02-12|TAKE BACK RETURN|TRUCK| accounts sleep slyly ironic asymptote|
+455|49|2|3|45|42706.80|0.04|0.06|N|O|1996-12-20|1997-01-31|1997-01-07|TAKE BACK RETURN|SHIP|thrash ironically regular packages. qui|
+455|171|9|4|11|11782.87|0.01|0.02|N|O|1997-03-15|1997-02-14|1997-03-26|DELIVER IN PERSON|MAIL|g deposits against the slyly idle foxes u|
+480|53|4|1|22|20967.10|0.04|0.02|A|F|1993-06-16|1993-07-28|1993-07-09|NONE|MAIL|into beans cajole furiously. accounts s|
+481|19|9|1|17|15623.17|0.07|0.05|A|F|1992-10-21|1992-12-09|1992-11-19|DELIVER IN PERSON|MAIL|. quickly final accounts among the |
+481|21|2|2|19|17499.38|0.08|0.01|R|F|1993-01-09|1992-11-27|1993-01-14|TAKE BACK RETURN|AIR|p blithely after t|
+481|186|7|3|42|45619.56|0.08|0.08|A|F|1992-11-27|1992-11-11|1992-12-08|COLLECT COD|RAIL|mptotes are furiously among the iron|
+481|82|3|4|11|10802.88|0.05|0.06|A|F|1993-01-12|1992-11-17|1993-02-05|NONE|FOB|eful attai|
+481|112|9|5|31|31375.41|0.05|0.01|A|F|1993-01-15|1992-12-31|1993-01-21|DELIVER IN PERSON|AIR|usly final packages believe. quick|
+482|138|9|1|32|33220.16|0.00|0.02|N|O|1996-05-22|1996-05-14|1996-05-29|NONE|SHIP|usual deposits affix against |
+482|122|5|2|1|1022.12|0.05|0.08|N|O|1996-05-29|1996-05-20|1996-05-31|COLLECT COD|AIR|es. quickly ironic escapades sleep furious|
+482|62|9|3|31|29823.86|0.04|0.03|N|O|1996-06-01|1996-05-06|1996-06-17|NONE|MAIL| blithe pin|
+482|196|7|4|8|8769.52|0.02|0.05|N|O|1996-04-19|1996-05-05|1996-04-21|NONE|TRUCK|tructions near the final, regular ideas de|
+482|39|10|5|46|43195.38|0.01|0.06|N|O|1996-07-19|1996-06-05|1996-08-10|NONE|MAIL|furiously thin realms. final, fina|
+482|79|10|6|19|18602.33|0.04|0.00|N|O|1996-03-27|1996-04-25|1996-04-15|NONE|FOB|ts hinder carefully silent requests|
+483|33|9|1|8|7464.24|0.00|0.08|N|O|1995-08-22|1995-08-23|1995-09-18|COLLECT COD|RAIL|osits. carefully fin|
+483|80|1|2|23|22541.84|0.04|0.06|N|O|1995-07-20|1995-08-11|1995-08-04|DELIVER IN PERSON|MAIL|requests was quickly against th|
+483|88|9|3|9|8892.72|0.04|0.03|N|O|1995-09-10|1995-09-02|1995-09-13|NONE|AIR| carefully express ins|
+484|31|2|1|49|45620.47|0.10|0.02|N|O|1997-03-06|1997-02-28|1997-03-23|COLLECT COD|TRUCK|ven accounts|
+484|32|8|2|45|41941.35|0.06|0.07|N|O|1997-04-09|1997-03-20|1997-04-19|DELIVER IN PERSON|TRUCK|usly final excuses boost slyly blithe|
+484|184|5|3|50|54209.00|0.06|0.05|N|O|1997-01-24|1997-03-27|1997-02-22|DELIVER IN PERSON|MAIL|uctions wake. final, silent requests haggle|
+484|165|6|4|22|23433.52|0.07|0.03|N|O|1997-04-29|1997-03-26|1997-05-17|TAKE BACK RETURN|SHIP|es are pending instructions. furiously unu|
+484|77|6|5|48|46899.36|0.00|0.05|N|O|1997-03-05|1997-02-08|1997-03-22|TAKE BACK RETURN|MAIL|l, bold packages? even mult|
+484|97|9|6|10|9970.90|0.01|0.08|N|O|1997-04-06|1997-02-14|1997-04-16|COLLECT COD|FOB|x fluffily carefully regular|
+485|150|1|1|50|52507.50|0.01|0.00|N|O|1997-03-28|1997-05-26|1997-04-18|TAKE BACK RETURN|MAIL|iously quick excuses. carefully final f|
+485|28|7|2|40|37120.80|0.08|0.01|N|O|1997-04-29|1997-05-08|1997-04-30|TAKE BACK RETURN|TRUCK|al escapades|
+485|137|3|3|22|22816.86|0.00|0.05|N|O|1997-04-06|1997-04-27|1997-05-01|DELIVER IN PERSON|TRUCK|refully final notornis haggle according |
+486|76|7|1|36|35138.52|0.00|0.01|N|O|1996-06-25|1996-05-06|1996-07-07|COLLECT COD|AIR|deposits around the quickly regular packa|
+486|68|9|2|40|38722.40|0.03|0.08|N|O|1996-05-21|1996-06-06|1996-06-07|COLLECT COD|SHIP|ts nag quickly among the slyl|
+486|136|2|3|26|26939.38|0.04|0.03|N|O|1996-03-16|1996-05-25|1996-03-31|NONE|RAIL|forges along the |
+486|72|1|4|38|36938.66|0.08|0.05|N|O|1996-05-07|1996-04-26|1996-05-26|TAKE BACK RETURN|TRUCK| blithely final pinto |
+486|29|2|5|3|2787.06|0.07|0.05|N|O|1996-07-07|1996-04-20|1996-07-23|DELIVER IN PERSON|RAIL|ccounts ha|
+486|47|4|6|46|43563.84|0.00|0.03|N|O|1996-04-18|1996-05-02|1996-04-20|COLLECT COD|AIR|theodolites eat carefully furious|
+487|92|3|1|47|46628.23|0.06|0.06|R|F|1992-09-30|1992-10-08|1992-10-24|NONE|TRUCK|tions. blithely reg|
+487|83|4|2|2|1966.16|0.02|0.06|R|F|1992-10-19|1992-11-04|1992-11-11|COLLECT COD|TRUCK|oss the unusual pinto beans. reg|
+512|189|10|1|19|20694.42|0.08|0.05|N|O|1995-07-12|1995-07-11|1995-08-04|COLLECT COD|MAIL| sleep. requests alongside of the fluff|
+512|23|2|2|37|34151.74|0.01|0.04|N|O|1995-06-20|1995-07-05|1995-07-16|NONE|RAIL|nic depths cajole? blithely b|
+512|180|1|3|40|43207.20|0.05|0.02|N|O|1995-07-06|1995-07-08|1995-07-08|COLLECT COD|TRUCK|quests are da|
+512|83|4|4|10|9830.80|0.09|0.02|N|O|1995-09-16|1995-07-29|1995-10-07|NONE|AIR|xes. pinto beans cajole carefully; |
+512|65|6|5|6|5790.36|0.03|0.05|R|F|1995-06-10|1995-06-21|1995-06-16|DELIVER IN PERSON|FOB|en ideas haggle |
+512|33|9|6|12|11196.36|0.04|0.00|R|F|1995-05-21|1995-08-03|1995-06-09|COLLECT COD|FOB|old furiously express deposits. specia|
+512|51|9|7|2|1902.10|0.09|0.08|N|O|1995-06-19|1995-08-13|1995-06-24|NONE|TRUCK|e slyly silent accounts serve with|
+513|62|7|1|20|19241.20|0.09|0.07|N|O|1995-07-12|1995-05-31|1995-07-31|NONE|AIR|efully ironic ideas doze slyl|
+513|122|5|2|44|44973.28|0.01|0.01|N|O|1995-07-14|1995-07-14|1995-08-12|NONE|MAIL|kages sleep boldly ironic theodolites. acco|
+514|79|9|1|21|20560.47|0.06|0.02|N|O|1996-06-09|1996-05-15|1996-07-07|DELIVER IN PERSON|RAIL|s sleep quickly blithely|
+514|118|2|2|34|34615.74|0.08|0.02|N|O|1996-04-14|1996-06-03|1996-04-23|COLLECT COD|REG AIR|ily even patterns. bold, silent instruc|
+514|13|7|3|6|5478.06|0.06|0.01|N|O|1996-05-30|1996-06-04|1996-06-28|COLLECT COD|SHIP|as haggle blithely; quickly s|
+514|116|7|4|43|43692.73|0.00|0.08|N|O|1996-06-07|1996-05-14|1996-07-01|TAKE BACK RETURN|FOB|thely regular |
+515|105|8|1|10|10051.00|0.03|0.02|A|F|1993-10-04|1993-11-03|1993-10-08|NONE|FOB|ar deposits th|
+515|148|1|2|38|39829.32|0.10|0.07|A|F|1993-09-19|1993-11-12|1993-10-03|DELIVER IN PERSON|SHIP|ays. furiously express requests haggle furi|
+515|183|4|3|11|11914.98|0.00|0.02|R|F|1993-09-04|1993-10-02|1993-09-05|DELIVER IN PERSON|FOB|ly pending accounts haggle blithel|
+515|109|10|4|34|34309.40|0.09|0.03|R|F|1993-10-03|1993-10-26|1993-10-15|DELIVER IN PERSON|REG AIR|ic dependencie|
+515|131|7|5|32|32996.16|0.01|0.07|R|F|1993-10-10|1993-10-08|1993-11-02|TAKE BACK RETURN|FOB|r sauternes boost. final theodolites wake a|
+515|109|4|6|25|25227.50|0.04|0.08|R|F|1993-11-14|1993-11-07|1993-12-03|DELIVER IN PERSON|MAIL|e packages engag|
+516|25|4|1|11|10175.22|0.01|0.06|N|O|1998-05-02|1998-05-23|1998-05-12|DELIVER IN PERSON|FOB|ongside of the blithely final reque|
+517|45|6|1|28|26461.12|0.03|0.02|N|O|1997-04-30|1997-05-18|1997-05-17|COLLECT COD|MAIL| requests. special, fi|
+517|156|4|2|15|15842.25|0.02|0.00|N|O|1997-04-09|1997-06-26|1997-05-01|NONE|TRUCK| slyly. express requests ar|
+517|41|8|3|9|8469.36|0.04|0.00|N|O|1997-05-03|1997-06-16|1997-05-24|COLLECT COD|SHIP| slyly stealthily express instructions. |
+517|133|4|4|11|11364.43|0.06|0.02|N|O|1997-06-20|1997-06-01|1997-06-27|NONE|REG AIR|ly throughout the fu|
+517|24|3|5|23|21252.46|0.00|0.01|N|O|1997-04-19|1997-05-07|1997-05-12|COLLECT COD|RAIL| kindle. furiously bold requests mus|
+518|165|6|1|30|31954.80|0.07|0.05|N|O|1998-02-18|1998-03-27|1998-03-16|COLLECT COD|TRUCK|slyly by the packages. carefull|
+518|84|5|2|23|22633.84|0.05|0.07|N|O|1998-02-20|1998-05-05|1998-03-11|COLLECT COD|TRUCK| special requests. fluffily ironic re|
+518|134|5|3|12|12409.56|0.01|0.06|N|O|1998-03-08|1998-03-31|1998-04-06|NONE|AIR| packages thrash slyly|
+518|122|3|4|46|47017.52|0.07|0.02|N|O|1998-04-07|1998-04-17|1998-04-29|NONE|MAIL|. blithely even ideas cajole furiously. b|
+518|71|2|5|16|15537.12|0.01|0.01|N|O|1998-03-15|1998-03-24|1998-04-08|NONE|MAIL|use quickly expre|
+518|197|10|6|39|42790.41|0.09|0.08|N|O|1998-02-26|1998-03-17|1998-03-21|DELIVER IN PERSON|FOB| the bold, special deposits are carefully |
+518|186|7|7|48|52136.64|0.03|0.07|N|O|1998-03-06|1998-04-22|1998-03-14|NONE|FOB| slyly final platelets; quickly even deposi|
+519|159|4|1|1|1059.15|0.07|0.07|N|O|1997-12-01|1998-01-26|1997-12-23|COLLECT COD|REG AIR|bold requests believe furiou|
+519|3|4|2|38|34314.00|0.05|0.08|N|O|1998-02-19|1997-12-15|1998-03-19|DELIVER IN PERSON|FOB|gular excuses detect quickly furiously |
+519|106|1|3|19|19115.90|0.00|0.02|N|O|1998-01-09|1998-01-03|1998-02-06|COLLECT COD|AIR|asymptotes. p|
+519|47|6|4|27|25570.08|0.08|0.06|N|O|1997-11-20|1997-12-06|1997-12-16|DELIVER IN PERSON|REG AIR|le. even, final dependencies|
+519|10|5|5|13|11830.13|0.06|0.08|N|O|1998-02-06|1997-12-02|1998-03-03|TAKE BACK RETURN|TRUCK|c accounts wake along the ironic so|
+519|151|6|6|3|3153.45|0.04|0.00|N|O|1998-02-01|1998-01-25|1998-02-27|TAKE BACK RETURN|FOB|erve blithely blithely ironic asymp|
+544|139|10|1|47|48839.11|0.08|0.06|R|F|1993-03-14|1993-03-27|1993-03-27|COLLECT COD|SHIP|ecial pains. deposits grow foxes. |
+545|170|1|1|4|4280.68|0.02|0.00|N|O|1996-02-23|1995-12-16|1996-03-21|DELIVER IN PERSON|FOB|, ironic grouches cajole over|
+545|171|10|2|18|19281.06|0.00|0.00|N|O|1996-02-21|1996-01-17|1996-02-26|NONE|RAIL|al, final packages affix. even a|
+546|85|6|1|16|15761.28|0.08|0.02|N|O|1997-02-04|1996-12-30|1997-02-25|DELIVER IN PERSON|TRUCK|de of the orbits. sometimes regula|
+547|71|10|1|44|42727.08|0.08|0.08|N|O|1996-10-18|1996-08-17|1996-10-27|TAKE BACK RETURN|FOB|thely express dependencies. qu|
+547|137|8|2|48|49782.24|0.01|0.04|N|O|1996-10-21|1996-08-04|1996-11-20|COLLECT COD|SHIP|thely specia|
+547|182|3|3|3|3246.54|0.05|0.02|N|O|1996-09-04|1996-08-01|1996-09-21|COLLECT COD|SHIP|pinto beans. ironi|
+548|197|8|1|2|2194.38|0.06|0.05|A|F|1994-11-26|1994-11-06|1994-12-06|COLLECT COD|MAIL|ests haggle quickly eve|
+548|5|6|2|6|5430.00|0.00|0.08|A|F|1995-01-18|1994-12-08|1995-02-10|NONE|TRUCK|sits wake furiously regular|
+548|1|8|3|21|18921.00|0.03|0.08|A|F|1995-01-13|1994-12-18|1995-01-25|NONE|AIR|ideas. special accounts above the furiou|
+548|57|9|4|21|20098.05|0.08|0.03|A|F|1994-10-27|1994-12-04|1994-11-21|DELIVER IN PERSON|AIR| engage quickly. regular theo|
+548|93|7|5|19|18868.71|0.00|0.02|A|F|1994-09-24|1994-11-24|1994-10-01|DELIVER IN PERSON|MAIL|courts boost care|
+548|153|8|6|32|33700.80|0.06|0.04|A|F|1994-12-16|1994-11-20|1994-12-29|NONE|REG AIR|c instruction|
+549|196|9|1|18|19731.42|0.07|0.04|R|F|1992-10-19|1992-08-12|1992-11-13|COLLECT COD|REG AIR|furiously according to the ironic, regular |
+549|189|10|2|38|41388.84|0.07|0.05|A|F|1992-08-17|1992-08-28|1992-09-05|COLLECT COD|RAIL|the regular, furious excuses. carefu|
+549|66|7|3|36|34778.16|0.08|0.04|R|F|1992-09-11|1992-10-11|1992-09-12|DELIVER IN PERSON|AIR|ts against the ironic, even theodolites eng|
+549|21|4|4|18|16578.36|0.09|0.01|A|F|1992-07-31|1992-09-11|1992-08-08|NONE|RAIL|ely regular accounts above the |
+549|24|7|5|38|35112.76|0.06|0.02|R|F|1992-08-23|1992-08-12|1992-08-25|COLLECT COD|REG AIR|eposits. carefully regular depos|
+550|191|3|1|31|33826.89|0.04|0.02|N|O|1995-10-24|1995-09-27|1995-11-04|COLLECT COD|AIR|thely silent packages. unusual|
+551|24|9|1|8|7392.16|0.08|0.02|N|O|1995-07-29|1995-07-18|1995-08-02|NONE|REG AIR| wake quickly slyly pending platel|
+551|159|4|2|20|21183.00|0.00|0.07|N|O|1995-09-18|1995-08-25|1995-10-11|COLLECT COD|TRUCK|r ideas. final, even ideas hinder alongside|
+551|162|9|3|16|16994.56|0.07|0.06|N|O|1995-07-29|1995-08-19|1995-08-10|COLLECT COD|MAIL|y along the carefully ex|
+576|87|8|1|2|1974.16|0.07|0.01|N|O|1997-05-15|1997-06-30|1997-05-28|NONE|RAIL|ccounts along the ac|
+576|34|5|2|6|5604.18|0.06|0.05|N|O|1997-05-15|1997-07-26|1997-06-03|DELIVER IN PERSON|TRUCK|al deposits. slyly even sauternes a|
+576|37|3|3|6|5622.18|0.08|0.07|N|O|1997-08-28|1997-06-16|1997-09-25|DELIVER IN PERSON|FOB|ts. ironic multipliers |
+576|138|9|4|5|5190.65|0.03|0.07|N|O|1997-06-11|1997-06-17|1997-07-05|NONE|REG AIR|l foxes boost slyly. accounts af|
+577|26|5|1|25|23150.50|0.06|0.01|A|F|1995-04-09|1995-02-20|1995-05-09|TAKE BACK RETURN|AIR|ve slyly of the frets. careful|
+577|64|1|2|14|13496.84|0.08|0.03|R|F|1995-03-19|1995-02-25|1995-04-09|DELIVER IN PERSON|RAIL|l accounts wake deposits. ironic packa|
+578|156|7|1|40|42246.00|0.02|0.08|N|O|1997-02-10|1997-03-18|1997-02-11|NONE|SHIP|usly even platel|
+578|188|9|2|23|25028.14|0.05|0.08|N|O|1997-03-06|1997-03-03|1997-03-20|TAKE BACK RETURN|FOB|nstructions. ironic deposits|
+579|151|6|1|9|9460.35|0.00|0.05|N|O|1998-06-20|1998-04-28|1998-07-19|DELIVER IN PERSON|RAIL|e ironic, express deposits are furiously|
+579|33|4|2|39|36388.17|0.02|0.01|N|O|1998-06-21|1998-06-03|1998-06-26|COLLECT COD|REG AIR|ncies. furiously final r|
+579|60|5|3|6|5760.36|0.03|0.00|N|O|1998-04-24|1998-05-03|1998-05-08|TAKE BACK RETURN|TRUCK|ickly final requests-- bold accou|
+579|7|10|4|41|37187.00|0.04|0.05|N|O|1998-05-28|1998-05-01|1998-06-04|COLLECT COD|REG AIR|bold, express requests sublate slyly. blith|
+579|13|7|5|28|25564.28|0.00|0.03|N|O|1998-07-10|1998-05-24|1998-07-19|NONE|RAIL|ic ideas until th|
+579|167|6|6|5|5335.80|0.05|0.08|N|O|1998-05-02|1998-04-25|1998-05-05|COLLECT COD|REG AIR|refully silent ideas cajole furious|
+580|85|6|1|33|32507.64|0.03|0.05|N|O|1997-10-11|1997-09-19|1997-10-16|TAKE BACK RETURN|FOB|y express theodolites cajole carefully |
+580|174|5|2|31|33299.27|0.04|0.08|N|O|1997-10-04|1997-09-08|1997-10-15|COLLECT COD|FOB|ose alongside of the sl|
+580|185|6|3|19|20618.42|0.04|0.04|N|O|1997-07-23|1997-09-21|1997-08-15|NONE|FOB|mong the special packag|
+581|64|1|1|41|39526.46|0.09|0.07|N|O|1997-05-26|1997-04-06|1997-06-10|TAKE BACK RETURN|MAIL|nts. quickly|
+581|93|5|2|14|13903.26|0.06|0.08|N|O|1997-05-17|1997-04-14|1997-06-08|NONE|MAIL|. deposits s|
+581|101|6|3|49|49053.90|0.10|0.02|N|O|1997-02-27|1997-04-24|1997-03-10|TAKE BACK RETURN|MAIL|. slyly regular pinto beans acr|
+581|75|4|4|30|29252.10|0.10|0.08|N|O|1997-06-19|1997-05-21|1997-06-22|TAKE BACK RETURN|TRUCK| regular ideas grow furio|
+582|57|9|1|7|6699.35|0.07|0.00|N|O|1997-11-16|1997-11-29|1997-12-10|TAKE BACK RETURN|FOB|ithely unusual t|
+582|51|2|2|49|46601.45|0.05|0.03|N|O|1997-12-17|1998-01-12|1997-12-31|COLLECT COD|REG AIR|nts according to the furiously regular pin|
+582|141|4|3|42|43727.88|0.07|0.00|N|O|1997-11-15|1997-12-21|1997-12-03|COLLECT COD|SHIP|iously beside the silent de|
+582|168|9|4|36|38453.76|0.06|0.01|N|O|1997-12-09|1997-11-27|1997-12-26|TAKE BACK RETURN|SHIP|lar requests. quickly |
+583|145|6|1|1|1045.14|0.07|0.07|N|O|1997-06-17|1997-04-29|1997-06-28|NONE|TRUCK| regular, regular ideas. even, bra|
+583|120|4|2|47|47945.64|0.10|0.06|N|O|1997-07-14|1997-05-12|1997-08-11|DELIVER IN PERSON|AIR|nts are fluffily. furiously even re|
+583|130|5|3|34|35024.42|0.01|0.02|N|O|1997-05-11|1997-04-24|1997-06-03|DELIVER IN PERSON|MAIL|express req|
+583|142|1|4|33|34390.62|0.10|0.01|N|O|1997-05-28|1997-04-25|1997-06-24|NONE|AIR|kages cajole slyly across the|
+583|189|10|5|13|14159.34|0.04|0.06|N|O|1997-06-23|1997-05-29|1997-07-08|COLLECT COD|TRUCK|y sly theodolites. ironi|
+608|154|6|1|19|20028.85|0.08|0.06|N|O|1996-04-19|1996-05-02|1996-05-03|DELIVER IN PERSON|RAIL|ideas. the|
+608|198|1|2|40|43927.60|0.03|0.01|N|O|1996-05-21|1996-04-11|1996-06-02|NONE|AIR| alongside of the regular tithes. sly|
+609|66|5|1|21|20287.26|0.01|0.05|R|F|1994-08-24|1994-08-23|1994-08-27|DELIVER IN PERSON|FOB|de of the special warthogs. excu|
+610|111|8|1|49|49544.39|0.10|0.07|N|O|1995-08-29|1995-10-26|1995-09-12|TAKE BACK RETURN|SHIP|ular instruc|
+610|68|3|2|11|10648.66|0.07|0.08|N|O|1995-10-31|1995-10-25|1995-11-18|NONE|MAIL|blithely final |
+610|118|9|3|26|26470.86|0.09|0.04|N|O|1995-11-22|1995-09-09|1995-12-04|TAKE BACK RETURN|AIR|cross the furiously even theodolites sl|
+610|186|7|4|17|18465.06|0.03|0.03|N|O|1995-11-01|1995-10-30|1995-11-04|COLLECT COD|FOB|p quickly instead of the slyly pending foxe|
+610|146|7|5|39|40799.46|0.08|0.05|N|O|1995-10-30|1995-10-21|1995-11-11|TAKE BACK RETURN|REG AIR|counts. ironic warhorses are |
+610|95|7|6|5|4975.45|0.00|0.07|N|O|1995-08-11|1995-10-22|1995-08-26|TAKE BACK RETURN|FOB|n pinto beans. iro|
+610|190|1|7|27|29435.13|0.06|0.03|N|O|1995-09-02|1995-09-19|1995-09-15|NONE|REG AIR| ironic pinto beans haggle. blithe|
+611|17|7|1|39|35763.39|0.05|0.06|R|F|1993-05-06|1993-04-09|1993-05-22|TAKE BACK RETURN|SHIP|nto beans |
+611|81|2|2|1|981.08|0.08|0.07|R|F|1993-05-17|1993-02-26|1993-06-15|DELIVER IN PERSON|MAIL|ts. pending platelets aff|
+611|120|4|3|39|39784.68|0.09|0.02|A|F|1993-03-10|1993-03-10|1993-03-17|TAKE BACK RETURN|TRUCK|the evenly bold requests. furious|
+612|185|6|1|5|5425.90|0.07|0.00|R|F|1992-11-08|1992-11-20|1992-12-03|TAKE BACK RETURN|RAIL|structions. q|
+612|195|7|2|28|30665.32|0.07|0.06|R|F|1993-01-02|1992-12-11|1993-01-30|DELIVER IN PERSON|TRUCK|regular instructions affix bl|
+612|67|4|3|49|47385.94|0.00|0.08|A|F|1993-01-08|1992-11-25|1993-01-17|TAKE BACK RETURN|REG AIR|theodolite|
+612|39|5|4|28|26292.84|0.05|0.00|A|F|1992-11-12|1992-12-05|1992-12-02|TAKE BACK RETURN|REG AIR|lyly regular asym|
+612|88|9|5|1|988.08|0.08|0.04|R|F|1992-12-18|1992-12-13|1992-12-20|TAKE BACK RETURN|FOB| requests.|
+612|189|10|6|33|35942.94|0.10|0.03|R|F|1992-11-30|1992-12-01|1992-12-12|COLLECT COD|MAIL|bove the blithely even ideas. careful|
+613|91|5|1|17|16848.53|0.06|0.06|N|O|1995-09-23|1995-08-04|1995-10-15|NONE|SHIP|ar dependencie|
+613|79|7|2|6|5874.42|0.05|0.05|N|O|1995-08-05|1995-08-09|1995-08-08|TAKE BACK RETURN|MAIL|y ironic deposits eat |
+613|186|7|3|3|3258.54|0.03|0.01|N|O|1995-09-27|1995-09-11|1995-10-05|NONE|TRUCK|ccounts cajole. |
+613|159|10|4|7|7414.05|0.02|0.04|N|O|1995-09-07|1995-08-02|1995-09-16|DELIVER IN PERSON|MAIL|ously blithely final pinto beans. regula|
+614|195|8|1|21|22998.99|0.00|0.03|R|F|1993-03-29|1993-01-06|1993-04-16|TAKE BACK RETURN|TRUCK|arefully. slyly express packag|
+614|187|8|2|48|52184.64|0.07|0.07|A|F|1993-03-09|1993-01-19|1993-03-19|DELIVER IN PERSON|SHIP|riously special excuses haggle along the|
+614|167|2|3|43|45887.88|0.05|0.00|A|F|1993-03-07|1993-02-22|1993-03-18|DELIVER IN PERSON|SHIP| express accounts wake. slyly ironic ins|
+614|147|6|4|14|14659.96|0.04|0.06|A|F|1992-12-03|1993-02-14|1992-12-27|DELIVER IN PERSON|SHIP|ular packages haggle about the pack|
+614|196|8|5|30|32885.70|0.08|0.07|R|F|1993-01-16|1993-02-08|1993-02-12|TAKE BACK RETURN|FOB|tructions are f|
+614|137|8|6|48|49782.24|0.04|0.08|A|F|1992-12-14|1993-01-22|1993-01-11|NONE|TRUCK| regular platelets cajole quickly eve|
+615|105|6|1|36|36183.60|0.10|0.01|A|F|1992-06-01|1992-07-14|1992-06-27|NONE|FOB| packages. carefully final pinto bea|
+640|93|7|1|49|48661.41|0.09|0.02|R|F|1993-03-27|1993-04-17|1993-04-15|NONE|RAIL|s haggle slyly|
+640|1|4|2|40|36040.00|0.09|0.05|A|F|1993-05-11|1993-04-11|1993-05-15|COLLECT COD|TRUCK|oach according to the bol|
+640|180|8|3|22|23763.96|0.05|0.07|A|F|1993-05-07|1993-04-14|1993-05-21|TAKE BACK RETURN|TRUCK|osits across the slyly regular theodo|
+640|32|3|4|45|41941.35|0.07|0.07|R|F|1993-04-15|1993-04-23|1993-04-21|DELIVER IN PERSON|REG AIR|ong the qui|
+641|126|9|1|18|18470.16|0.01|0.08|R|F|1993-10-17|1993-10-11|1993-10-29|DELIVER IN PERSON|AIR|p blithely bold packages. quick|
+641|100|2|2|1|1000.10|0.09|0.02|R|F|1993-12-03|1993-10-28|1993-12-26|TAKE BACK RETURN|RAIL| nag across the regular foxes.|
+641|95|7|3|40|39803.60|0.05|0.06|R|F|1993-11-22|1993-10-20|1993-12-11|DELIVER IN PERSON|REG AIR|lets. furiously regular requests cajo|
+641|71|10|4|25|24276.75|0.03|0.02|A|F|1993-12-04|1993-11-18|1993-12-18|TAKE BACK RETURN|FOB|d, regular d|
+641|4|9|5|41|37064.00|0.07|0.04|R|F|1993-11-29|1993-10-27|1993-12-04|TAKE BACK RETURN|FOB| asymptotes are quickly. bol|
+642|54|5|1|26|24805.30|0.10|0.03|A|F|1994-04-16|1994-02-01|1994-04-27|COLLECT COD|REG AIR|quests according to the unu|
+643|13|3|1|28|25564.28|0.00|0.08|A|F|1995-04-13|1995-05-12|1995-04-14|TAKE BACK RETURN|TRUCK|ly regular requests nag sly|
+643|51|2|2|48|45650.40|0.01|0.02|N|O|1995-07-10|1995-06-07|1995-08-01|NONE|FOB|ly ironic accounts|
+643|163|2|3|23|24452.68|0.05|0.03|N|O|1995-07-09|1995-05-18|1995-07-31|COLLECT COD|RAIL|sits are carefully according to the e|
+643|45|4|4|39|36856.56|0.08|0.04|A|F|1995-06-08|1995-06-16|1995-06-13|COLLECT COD|RAIL| the pains. carefully s|
+643|190|1|5|47|51238.93|0.10|0.03|R|F|1995-04-05|1995-06-14|1995-04-26|DELIVER IN PERSON|RAIL|y against |
+644|134|10|1|46|47569.98|0.02|0.01|A|F|1992-05-20|1992-06-14|1992-06-14|DELIVER IN PERSON|RAIL| special requests was sometimes expre|
+644|130|3|2|11|11331.43|0.05|0.02|A|F|1992-08-20|1992-07-21|1992-09-11|TAKE BACK RETURN|TRUCK|ealthy pinto beans use carefu|
+644|101|6|3|44|44048.40|0.04|0.04|R|F|1992-08-17|1992-07-26|1992-08-20|COLLECT COD|REG AIR|iously ironic pinto beans. bold packa|
+644|80|8|4|7|6860.56|0.01|0.02|A|F|1992-05-18|1992-07-01|1992-06-07|COLLECT COD|RAIL| regular requests are blithely. slyly|
+644|50|1|5|23|21851.15|0.02|0.04|R|F|1992-07-31|1992-07-28|1992-08-13|DELIVER IN PERSON|TRUCK|uctions nag quickly alongside of t|
+644|85|6|6|33|32507.64|0.00|0.07|R|F|1992-08-26|1992-07-27|1992-08-28|NONE|AIR|ages sleep. bold, bo|
+644|51|9|7|38|36139.90|0.08|0.06|R|F|1992-05-17|1992-07-10|1992-06-06|TAKE BACK RETURN|MAIL| packages. blithely slow accounts nag quic|
+645|160|8|1|33|34985.28|0.01|0.02|A|F|1994-12-09|1995-02-21|1995-01-03|NONE|TRUCK|heodolites b|
+645|170|1|2|47|50297.99|0.07|0.05|R|F|1995-02-16|1995-02-15|1995-02-25|COLLECT COD|TRUCK|hely regular instructions alon|
+645|70|7|3|46|44623.22|0.10|0.01|A|F|1995-01-04|1995-02-21|1995-01-21|COLLECT COD|REG AIR| regular dependencies across the speci|
+645|96|9|4|49|48808.41|0.05|0.03|R|F|1995-01-24|1995-01-06|1995-02-17|NONE|TRUCK|y. slyly iron|
+645|5|8|5|43|38915.00|0.06|0.02|A|F|1995-02-12|1995-02-27|1995-03-06|TAKE BACK RETURN|REG AIR| furiously accounts. slyly|
+645|34|5|6|18|16812.54|0.10|0.08|A|F|1995-03-02|1995-02-08|1995-03-03|COLLECT COD|RAIL|ep. slyly even |
+645|28|9|7|9|8352.18|0.03|0.03|A|F|1994-12-25|1995-01-04|1995-01-15|COLLECT COD|REG AIR|special deposits. regular, final th|
+646|109|6|1|31|31282.10|0.00|0.05|R|F|1994-12-17|1995-02-16|1995-01-04|COLLECT COD|MAIL|ag furiousl|
+646|127|8|2|1|1027.12|0.07|0.01|A|F|1994-12-05|1995-01-07|1994-12-31|TAKE BACK RETURN|MAIL|t blithely regular deposits. quic|
+646|30|9|3|24|22320.72|0.06|0.02|A|F|1995-02-20|1994-12-30|1995-03-16|TAKE BACK RETURN|TRUCK|regular accounts haggle dog|
+646|99|2|4|34|33969.06|0.01|0.00|R|F|1994-12-28|1994-12-27|1994-12-31|COLLECT COD|SHIP|slow accounts. fluffily idle instructions|
+646|90|1|5|17|16831.53|0.04|0.01|A|F|1994-12-31|1994-12-26|1995-01-01|DELIVER IN PERSON|REG AIR|inal packages haggle carefully |
+646|115|2|6|40|40604.40|0.10|0.01|R|F|1995-01-01|1995-01-13|1995-01-11|COLLECT COD|TRUCK|ronic packages sleep across th|
+647|17|1|1|41|37597.41|0.08|0.08|N|O|1997-11-19|1997-09-24|1997-12-15|COLLECT COD|REG AIR|r instructions. quickly unusu|
+647|113|10|2|5|5065.55|0.10|0.00|N|O|1997-09-25|1997-09-22|1997-10-25|TAKE BACK RETURN|AIR|ly express packages haggle caref|
+647|153|8|3|15|15797.25|0.08|0.00|N|O|1997-09-23|1997-10-09|1997-10-21|NONE|MAIL|ve the even, bold foxes sleep |
+672|173|4|1|41|43999.97|0.06|0.06|R|F|1994-06-20|1994-07-03|1994-06-22|COLLECT COD|REG AIR| dependencies in|
+672|190|1|2|9|9811.71|0.03|0.04|R|F|1994-06-25|1994-06-06|1994-07-19|TAKE BACK RETURN|TRUCK|haggle carefully carefully reg|
+672|143|2|3|35|36509.90|0.02|0.01|R|F|1994-07-13|1994-06-04|1994-07-14|COLLECT COD|RAIL| dependencies haggle quickly. theo|
+673|71|10|1|22|21363.54|0.03|0.02|R|F|1994-03-15|1994-04-27|1994-03-29|TAKE BACK RETURN|TRUCK| the regular, even requests. carefully fin|
+674|102|5|1|23|23048.30|0.06|0.07|A|F|1992-10-25|1992-10-15|1992-11-03|COLLECT COD|SHIP|ve the quickly even deposits. blithe|
+674|59|4|2|4|3836.20|0.02|0.07|R|F|1992-10-05|1992-11-22|1992-10-22|NONE|RAIL|ly express pinto beans sleep car|
+675|157|9|1|1|1057.15|0.04|0.08|N|O|1997-11-27|1997-09-30|1997-12-12|DELIVER IN PERSON|REG AIR|ide of the slyly regular packages. unus|
+675|137|3|2|35|36299.55|0.08|0.07|N|O|1997-08-19|1997-10-16|1997-09-17|DELIVER IN PERSON|REG AIR|s. furiously expre|
+675|176|6|3|34|36589.78|0.10|0.04|N|O|1997-11-17|1997-10-07|1997-11-27|NONE|FOB|y final accounts unwind around the |
+675|100|4|4|15|15001.50|0.09|0.05|N|O|1997-10-18|1997-09-28|1997-11-13|COLLECT COD|TRUCK|posits after the furio|
+675|5|8|5|46|41630.00|0.09|0.05|N|O|1997-09-18|1997-10-14|1997-10-01|DELIVER IN PERSON|AIR| deposits along the express foxes |
+676|51|3|1|9|8559.45|0.09|0.02|N|O|1997-04-03|1997-02-02|1997-04-08|COLLECT COD|REG AIR|aintain sl|
+676|78|6|2|20|19561.40|0.07|0.07|N|O|1997-02-02|1997-02-01|1997-02-11|NONE|REG AIR|riously around the blithely |
+676|163|4|3|35|37210.60|0.05|0.01|N|O|1996-12-30|1997-01-13|1997-01-19|DELIVER IN PERSON|RAIL|into beans. blithe|
+676|73|1|4|24|23353.68|0.01|0.06|N|O|1997-02-05|1997-01-16|1997-03-07|TAKE BACK RETURN|TRUCK|ress, regular dep|
+676|166|1|5|31|33050.96|0.01|0.06|N|O|1997-02-06|1997-02-28|1997-03-08|COLLECT COD|TRUCK|ial deposits cajo|
+676|76|7|6|33|32210.31|0.09|0.05|N|O|1997-03-02|1997-02-22|1997-03-19|TAKE BACK RETURN|TRUCK|as wake slyly furiously close pinto b|
+676|143|6|7|11|11474.54|0.07|0.02|N|O|1997-03-09|1997-03-06|1997-03-31|TAKE BACK RETURN|MAIL|he final acco|
+677|59|7|1|32|30689.60|0.04|0.08|R|F|1994-01-06|1994-01-31|1994-02-02|NONE|RAIL|slyly final|
+677|168|9|2|39|41658.24|0.00|0.07|R|F|1993-12-19|1994-02-11|1994-01-05|TAKE BACK RETURN|SHIP|ges. furiously regular packages use |
+677|24|5|3|46|42504.92|0.01|0.02|R|F|1993-12-02|1994-02-12|1993-12-06|COLLECT COD|RAIL|ng theodolites. furiously unusual theodo|
+677|148|7|4|1|1048.14|0.06|0.05|R|F|1993-12-01|1994-01-14|1993-12-26|DELIVER IN PERSON|MAIL|ly. regular |
+677|150|9|5|25|26253.75|0.00|0.05|A|F|1994-03-12|1994-02-02|1994-03-28|DELIVER IN PERSON|AIR| packages integrate blithely|
+678|146|7|1|20|20922.80|0.05|0.08|R|F|1993-06-21|1993-04-07|1993-07-10|TAKE BACK RETURN|MAIL|furiously express excuses. foxes eat fu|
+678|37|3|2|22|20614.66|0.01|0.02|A|F|1993-05-10|1993-04-29|1993-06-08|NONE|REG AIR|de of the carefully even requests. bl|
+678|143|10|3|16|16690.24|0.06|0.02|R|F|1993-03-20|1993-04-13|1993-04-16|DELIVER IN PERSON|REG AIR|equests cajole around the carefully regular|
+678|199|10|4|48|52761.12|0.08|0.08|R|F|1993-02-28|1993-04-04|1993-03-24|NONE|REG AIR|ithely. slyly express foxes|
+678|98|9|5|16|15969.44|0.06|0.04|R|F|1993-03-09|1993-04-18|1993-04-07|NONE|AIR| about the |
+678|43|4|6|11|10373.44|0.09|0.00|R|F|1993-04-28|1993-05-16|1993-05-11|COLLECT COD|TRUCK|ess deposits dazzle f|
+679|192|3|1|9|9829.71|0.09|0.00|N|O|1995-12-20|1996-01-27|1996-01-07|COLLECT COD|REG AIR|leep slyly. entici|
+704|190|1|1|40|43607.60|0.05|0.05|N|O|1997-01-30|1997-01-10|1997-02-20|COLLECT COD|AIR|ggle quickly. r|
+704|4|5|2|14|12656.00|0.07|0.08|N|O|1997-02-02|1996-12-26|1997-02-19|DELIVER IN PERSON|REG AIR|ve the quickly final forges. furiously p|
+705|189|10|1|46|50102.28|0.05|0.06|N|O|1997-04-18|1997-05-06|1997-05-05|DELIVER IN PERSON|SHIP|ss deposits. ironic packa|
+705|117|7|2|35|35598.85|0.10|0.04|N|O|1997-03-25|1997-03-20|1997-04-23|TAKE BACK RETURN|FOB|carefully ironic accounts|
+706|197|9|1|23|25235.37|0.05|0.00|N|O|1995-12-06|1995-12-02|1995-12-16|COLLECT COD|SHIP|ckey players. requests above the|
+707|155|6|1|34|35875.10|0.01|0.02|R|F|1994-12-08|1995-01-15|1995-01-02|NONE|RAIL| dependencies|
+707|43|10|2|22|20746.88|0.00|0.06|A|F|1995-01-12|1994-12-28|1995-01-16|DELIVER IN PERSON|REG AIR| kindle ironically|
+708|124|7|1|3|3072.36|0.05|0.02|N|O|1998-10-09|1998-09-22|1998-11-07|COLLECT COD|FOB|e slyly pending foxes. |
+708|180|1|2|19|20523.42|0.06|0.00|N|O|1998-10-28|1998-09-23|1998-11-25|COLLECT COD|SHIP| requests. even, thin ideas|
+708|122|5|3|33|33729.96|0.09|0.06|N|O|1998-09-10|1998-09-20|1998-09-22|COLLECT COD|RAIL|s boost carefully ruthless theodolites. f|
+708|56|7|4|5|4780.25|0.07|0.07|N|O|1998-07-22|1998-08-15|1998-07-28|TAKE BACK RETURN|REG AIR|c pinto beans nag after the account|
+708|143|2|5|36|37553.04|0.08|0.01|N|O|1998-07-16|1998-09-04|1998-08-11|NONE|SHIP|ests. even, regular hockey p|
+708|23|6|6|7|6461.14|0.10|0.03|N|O|1998-08-16|1998-08-15|1998-09-10|COLLECT COD|REG AIR|lly express ac|
+709|87|8|1|7|6909.56|0.00|0.00|N|O|1998-06-14|1998-06-08|1998-06-18|TAKE BACK RETURN|RAIL| special orbits cajole |
+709|198|10|2|15|16472.85|0.08|0.00|N|O|1998-07-10|1998-06-26|1998-08-09|NONE|RAIL|ily regular deposits. sauternes was accor|
+709|169|8|3|10|10691.60|0.01|0.02|N|O|1998-06-04|1998-06-30|1998-06-11|NONE|REG AIR|ts cajole boldly |
+709|108|9|4|40|40324.00|0.10|0.08|N|O|1998-08-12|1998-06-20|1998-08-20|DELIVER IN PERSON|RAIL|ggle fluffily carefully ironic|
+710|163|8|1|47|49968.52|0.06|0.08|A|F|1993-01-18|1993-03-24|1993-01-24|TAKE BACK RETURN|MAIL|usual ideas into th|
+710|193|4|2|38|41541.22|0.07|0.02|R|F|1993-04-18|1993-03-12|1993-05-15|COLLECT COD|FOB|sts boost fluffily aft|
+710|139|5|3|7|7273.91|0.04|0.06|R|F|1993-01-20|1993-03-28|1993-02-15|TAKE BACK RETURN|REG AIR|xpress, special ideas. bl|
+710|90|1|4|25|24752.25|0.00|0.05|R|F|1993-03-31|1993-02-05|1993-04-22|COLLECT COD|FOB|eas detect do|
+710|186|7|5|12|13034.16|0.01|0.02|A|F|1993-02-18|1993-02-27|1993-03-07|DELIVER IN PERSON|MAIL|ions. slyly express theodolites al|
+710|114|4|6|21|21296.31|0.04|0.06|R|F|1993-03-22|1993-03-05|1993-03-27|DELIVER IN PERSON|SHIP|es. furiously p|
+710|160|2|7|46|48767.36|0.03|0.07|R|F|1993-04-16|1993-03-27|1993-05-05|COLLECT COD|MAIL|ges use; blithely pending excuses inte|
+711|146|3|1|2|2092.28|0.10|0.04|R|F|1993-12-01|1993-12-09|1993-12-16|DELIVER IN PERSON|REG AIR|ely across t|
+711|103|8|2|27|27083.70|0.00|0.08|A|F|1993-10-02|1993-10-26|1993-10-08|DELIVER IN PERSON|MAIL|slyly. ironic asy|
+711|128|7|3|46|47293.52|0.10|0.00|R|F|1993-12-26|1993-11-19|1994-01-21|TAKE BACK RETURN|MAIL|deposits. permanen|
+711|128|9|4|20|20562.40|0.09|0.00|A|F|1994-01-17|1993-11-10|1994-01-31|DELIVER IN PERSON|TRUCK|kly regular acco|
+736|158|9|1|46|48674.90|0.05|0.01|N|O|1998-07-16|1998-09-01|1998-08-09|NONE|AIR|uctions cajole|
+736|80|1|2|23|22541.84|0.02|0.05|N|O|1998-10-08|1998-08-27|1998-10-19|TAKE BACK RETURN|AIR|k accounts are carefully|
+736|57|9|3|13|12441.65|0.00|0.03|N|O|1998-08-16|1998-07-26|1998-08-19|DELIVER IN PERSON|FOB|st furiously among the |
+736|98|2|4|14|13973.26|0.06|0.04|N|O|1998-10-04|1998-08-14|1998-10-16|COLLECT COD|REG AIR|nstructions.|
+736|169|6|5|32|34213.12|0.04|0.03|N|O|1998-07-30|1998-08-22|1998-08-12|DELIVER IN PERSON|RAIL|iously final accoun|
+737|182|3|1|12|12986.16|0.01|0.01|R|F|1992-04-28|1992-06-30|1992-05-08|COLLECT COD|RAIL|posits after the slyly bold du|
+738|198|1|1|34|37338.46|0.00|0.06|R|F|1993-06-09|1993-04-15|1993-07-09|TAKE BACK RETURN|TRUCK|s against the ironic exc|
+738|188|9|2|4|4352.72|0.00|0.03|A|F|1993-06-20|1993-04-08|1993-07-09|NONE|AIR|ar packages. fluffily bo|
+738|170|1|3|23|24613.91|0.04|0.08|A|F|1993-03-17|1993-04-02|1993-04-05|TAKE BACK RETURN|SHIP|nic, final excuses promise quickly regula|
+738|141|10|4|12|12493.68|0.04|0.08|A|F|1993-06-16|1993-05-05|1993-06-22|NONE|SHIP|ove the slyly regular p|
+738|175|4|5|30|32255.10|0.02|0.00|A|F|1993-06-12|1993-05-29|1993-06-25|NONE|AIR|ecial instructions haggle blithely regula|
+739|85|6|1|28|27582.24|0.00|0.03|N|O|1998-06-03|1998-08-04|1998-06-29|TAKE BACK RETURN|RAIL|elets about the pe|
+739|4|7|2|50|45200.00|0.07|0.06|N|O|1998-08-26|1998-07-16|1998-09-02|COLLECT COD|MAIL|ndencies. blith|
+739|49|2|3|12|11388.48|0.05|0.00|N|O|1998-08-20|1998-07-24|1998-08-22|NONE|MAIL|le slyly along the close i|
+739|44|3|4|47|44369.88|0.09|0.07|N|O|1998-08-12|1998-07-09|1998-08-28|NONE|REG AIR|deas according to the theodolites sn|
+739|188|9|5|30|32645.40|0.07|0.06|N|O|1998-06-19|1998-08-26|1998-07-02|DELIVER IN PERSON|REG AIR|above the even deposits. ironic requests|
+740|2|9|1|22|19844.00|0.10|0.02|N|O|1995-07-24|1995-09-11|1995-08-11|TAKE BACK RETURN|FOB|odolites cajole ironic, pending instruc|
+740|66|1|2|35|33812.10|0.00|0.00|N|O|1995-09-06|1995-08-22|1995-10-02|NONE|TRUCK|p quickly. fu|
+740|199|10|3|29|31876.51|0.06|0.05|N|O|1995-10-26|1995-09-17|1995-10-29|DELIVER IN PERSON|FOB|ntly bold pinto beans sleep quickl|
+741|187|8|1|25|27179.50|0.03|0.06|N|O|1998-07-15|1998-08-27|1998-08-12|DELIVER IN PERSON|MAIL|accounts. blithely bold pa|
+741|91|4|2|22|21803.98|0.09|0.01|N|O|1998-09-07|1998-09-28|1998-09-12|COLLECT COD|AIR|ven deposits about the regular, ironi|
+742|102|3|1|46|46096.60|0.04|0.08|A|F|1995-03-12|1995-03-20|1995-03-16|TAKE BACK RETURN|SHIP|e slyly bold deposits cajole according to|
+742|96|8|2|15|14941.35|0.08|0.05|A|F|1995-02-26|1995-03-20|1995-03-03|NONE|SHIP|blithely unusual pinto|
+742|102|5|3|24|24050.40|0.08|0.08|A|F|1995-02-12|1995-03-12|1995-02-14|DELIVER IN PERSON|SHIP|affix slyly. furiously i|
+742|192|4|4|16|17475.04|0.01|0.05|A|F|1995-01-15|1995-02-25|1995-01-24|COLLECT COD|AIR|eodolites haggle carefully regul|
+742|101|4|5|48|48052.80|0.09|0.08|R|F|1995-03-24|1995-01-23|1995-04-08|TAKE BACK RETURN|TRUCK| platelets |
+742|192|6|6|49|53517.31|0.02|0.07|A|F|1995-01-13|1995-02-13|1995-01-26|TAKE BACK RETURN|RAIL| carefully bold foxes sle|
+743|192|5|1|21|22935.99|0.01|0.04|N|O|1996-10-26|1996-11-05|1996-11-11|COLLECT COD|MAIL|d requests. packages afte|
+768|196|7|1|39|42751.41|0.06|0.08|N|O|1996-09-25|1996-10-27|1996-10-20|NONE|SHIP|out the ironic|
+768|18|9|2|2|1836.02|0.00|0.04|N|O|1996-11-13|1996-10-03|1996-11-25|DELIVER IN PERSON|SHIP|ular courts. slyly dogged accou|
+768|6|1|3|30|27180.00|0.06|0.05|N|O|1996-09-22|1996-11-03|1996-10-13|NONE|MAIL| furiously fluffy pinto beans haggle along|
+768|25|8|4|37|34225.74|0.10|0.00|N|O|1996-10-02|1996-09-23|1996-10-14|TAKE BACK RETURN|REG AIR|ending requests across the quickly|
+768|47|10|5|47|44510.88|0.06|0.05|N|O|1996-11-28|1996-10-30|1996-12-12|NONE|TRUCK|foxes. slyly ironic deposits a|
+768|112|9|6|43|43520.73|0.10|0.06|N|O|1996-09-22|1996-11-03|1996-10-22|TAKE BACK RETURN|AIR|sual ideas wake quickly|
+768|49|10|7|33|31318.32|0.01|0.04|N|O|1996-09-06|1996-09-29|1996-10-01|COLLECT COD|RAIL|sly ironic instructions. excuses can hagg|
+769|176|6|1|36|38742.12|0.02|0.02|A|F|1993-10-01|1993-08-07|1993-10-15|NONE|AIR|es. furiously iro|
+769|160|8|2|4|4240.64|0.01|0.04|R|F|1993-06-25|1993-08-12|1993-07-15|DELIVER IN PERSON|FOB| ideas. even|
+770|181|2|1|39|42166.02|0.09|0.06|N|O|1998-07-19|1998-08-09|1998-08-04|NONE|REG AIR|osits. foxes cajole |
+770|54|2|2|25|23851.25|0.03|0.02|N|O|1998-05-26|1998-07-23|1998-06-04|TAKE BACK RETURN|AIR| deposits dazzle fluffily alongside of |
+771|7|4|1|12|10884.00|0.10|0.08|N|O|1995-07-18|1995-08-02|1995-08-07|COLLECT COD|TRUCK|carefully. pending in|
+771|161|10|2|38|40324.08|0.03|0.08|N|O|1995-07-22|1995-09-10|1995-07-29|TAKE BACK RETURN|REG AIR| quickly final requests are final packages.|
+771|7|8|3|14|12698.00|0.02|0.05|N|O|1995-07-31|1995-08-13|1995-08-07|DELIVER IN PERSON|AIR|r, final packages are slyly iro|
+771|42|3|4|7|6594.28|0.06|0.02|N|O|1995-06-18|1995-08-31|1995-06-20|NONE|REG AIR|theodolites after the fluffily express |
+771|78|6|5|13|12714.91|0.09|0.01|N|O|1995-08-10|1995-08-21|1995-08-30|NONE|FOB|packages affix slyly about the quickly |
+771|82|3|6|23|22587.84|0.08|0.03|N|O|1995-06-19|1995-09-07|1995-07-09|COLLECT COD|FOB|cajole besides the quickly ironic pin|
+772|53|5|1|35|33356.75|0.10|0.06|R|F|1993-07-05|1993-06-05|1993-08-02|NONE|SHIP|kly thin packages wake slowly|
+772|84|5|2|10|9840.80|0.05|0.01|R|F|1993-05-20|1993-05-19|1993-06-15|DELIVER IN PERSON|MAIL| deposits cajole carefully instructions. t|
+772|86|7|3|35|34512.80|0.03|0.04|R|F|1993-04-18|1993-06-13|1993-05-01|COLLECT COD|MAIL|ng ideas. special packages haggle alon|
+772|180|8|4|10|10801.80|0.08|0.02|A|F|1993-05-17|1993-06-09|1993-05-29|COLLECT COD|AIR|o the furiously final deposits. furi|
+772|54|5|5|42|40070.10|0.02|0.07|A|F|1993-06-09|1993-07-16|1993-06-12|DELIVER IN PERSON|MAIL| express foxes abo|
+773|100|1|1|5|5000.50|0.06|0.04|A|F|1993-11-21|1993-12-19|1993-12-21|COLLECT COD|MAIL|ar requests. regular, thin packages u|
+773|11|5|2|31|28241.31|0.02|0.06|A|F|1993-12-30|1993-11-02|1994-01-01|TAKE BACK RETURN|MAIL|e slyly unusual deposit|
+773|151|3|3|39|40994.85|0.06|0.05|A|F|1994-01-04|1993-12-23|1994-01-26|DELIVER IN PERSON|FOB|quickly eve|
+773|29|8|4|28|26012.56|0.10|0.06|R|F|1994-01-19|1993-11-05|1994-01-23|NONE|TRUCK|he furiously slow deposits.|
+773|134|5|5|9|9307.17|0.09|0.02|R|F|1993-10-09|1993-12-25|1993-11-04|TAKE BACK RETURN|FOB|ent orbits haggle fluffily after the |
+773|40|1|6|43|40421.72|0.07|0.03|A|F|1993-11-06|1993-11-20|1993-11-08|TAKE BACK RETURN|SHIP|furiously bold dependencies. blithel|
+774|183|4|1|49|53075.82|0.08|0.03|N|O|1995-12-06|1996-01-07|1995-12-14|DELIVER IN PERSON|SHIP|ess accounts are carefully |
+774|17|4|2|3|2751.03|0.10|0.06|N|O|1996-02-13|1996-01-14|1996-03-04|COLLECT COD|FOB| slyly even courts nag blith|
+774|148|7|3|34|35636.76|0.02|0.07|N|O|1996-03-16|1996-01-03|1996-03-22|COLLECT COD|FOB|lar excuses are furiously final instr|
+774|15|6|4|8|7320.08|0.00|0.02|N|O|1996-01-24|1996-01-15|1996-02-13|COLLECT COD|RAIL|ully ironic requests c|
+774|177|5|5|44|47395.48|0.09|0.07|N|O|1996-02-29|1996-01-16|1996-03-06|NONE|REG AIR|s according to the deposits unwind ca|
+774|120|1|6|2|2040.24|0.07|0.03|N|O|1995-12-11|1996-02-10|1995-12-14|TAKE BACK RETURN|SHIP|accounts; slyly regular|
+775|32|3|1|16|14912.48|0.10|0.06|N|F|1995-05-23|1995-05-07|1995-06-19|NONE|TRUCK|un quickly slyly|
+775|174|2|2|21|22557.57|0.01|0.06|R|F|1995-05-01|1995-06-02|1995-05-13|DELIVER IN PERSON|FOB| quickly sile|
+775|108|5|3|20|20162.00|0.01|0.08|N|F|1995-06-17|1995-05-22|1995-07-13|COLLECT COD|AIR|en dependencies nag slowly |
+800|72|1|1|38|36938.66|0.00|0.05|N|O|1998-07-21|1998-09-25|1998-08-07|TAKE BACK RETURN|TRUCK|according to the bold, final dependencies |
+800|85|6|2|21|20686.68|0.04|0.05|N|O|1998-07-23|1998-10-01|1998-08-20|TAKE BACK RETURN|RAIL|ckly even requests after the carefully r|
+800|176|5|3|26|27980.42|0.01|0.02|N|O|1998-07-23|1998-10-08|1998-07-25|DELIVER IN PERSON|FOB|bove the pending requests.|
+801|6|3|1|13|11778.00|0.10|0.02|R|F|1992-04-25|1992-04-24|1992-05-16|COLLECT COD|RAIL|s are fluffily stealthily expres|
+801|95|8|2|21|20896.89|0.05|0.02|A|F|1992-03-14|1992-04-01|1992-04-05|COLLECT COD|AIR|wake silently furiously idle deposits. |
+801|3|4|3|21|18963.00|0.05|0.03|A|F|1992-04-25|1992-03-20|1992-05-04|COLLECT COD|REG AIR|cial, special packages.|
+801|164|9|4|12|12769.92|0.08|0.04|A|F|1992-06-06|1992-04-14|1992-06-12|TAKE BACK RETURN|RAIL|s. ironic pinto b|
+801|74|2|5|45|43833.15|0.01|0.06|R|F|1992-03-22|1992-03-22|1992-03-25|COLLECT COD|REG AIR| even asymptotes|
+801|122|7|6|10|10221.20|0.08|0.01|A|F|1992-06-05|1992-05-15|1992-06-21|DELIVER IN PERSON|MAIL|al accounts. carefully regular foxes wake|
+801|26|5|7|11|10186.22|0.01|0.03|A|F|1992-05-09|1992-04-19|1992-05-15|DELIVER IN PERSON|REG AIR|y special pinto beans cajole |
+802|143|6|1|40|41725.60|0.08|0.08|A|F|1995-01-07|1995-04-03|1995-01-23|DELIVER IN PERSON|RAIL|y bold accou|
+802|133|4|2|34|35126.42|0.08|0.06|A|F|1995-03-01|1995-03-15|1995-03-12|COLLECT COD|AIR|instructions cajole carefully. quietl|
+802|131|2|3|44|45369.72|0.07|0.04|R|F|1995-01-09|1995-02-04|1995-01-18|TAKE BACK RETURN|SHIP|rmanently idly special requ|
+802|157|2|4|18|19028.70|0.09|0.02|R|F|1995-03-06|1995-02-07|1995-03-19|TAKE BACK RETURN|RAIL|y regular requests engage furiously final d|
+802|132|3|5|19|19610.47|0.08|0.06|A|F|1995-04-01|1995-02-20|1995-04-23|DELIVER IN PERSON|REG AIR|old, furious|
+803|54|9|1|8|7632.40|0.07|0.01|N|O|1997-08-04|1997-06-19|1997-08-12|NONE|SHIP|ronic theodo|
+803|99|10|2|21|20980.89|0.08|0.06|N|O|1997-08-25|1997-06-30|1997-09-10|TAKE BACK RETURN|AIR|ironic packages cajole slyly. un|
+804|126|7|1|30|30783.60|0.08|0.04|A|F|1993-03-29|1993-05-07|1993-04-14|COLLECT COD|REG AIR|ehind the quietly regular pac|
+804|199|3|2|2|2198.38|0.02|0.00|A|F|1993-06-23|1993-04-30|1993-06-25|NONE|TRUCK|slyly silent |
+804|76|5|3|44|42947.08|0.04|0.05|R|F|1993-07-06|1993-04-13|1993-07-28|DELIVER IN PERSON|TRUCK|ly final deposits? special |
+804|38|9|4|21|19698.63|0.01|0.00|A|F|1993-04-12|1993-06-06|1993-04-20|DELIVER IN PERSON|RAIL|ular, ironic foxes. quickly even accounts|
+805|198|10|1|25|27454.75|0.07|0.06|N|O|1995-08-05|1995-09-30|1995-08-06|NONE|AIR|ide of the pending, sly requests. quickly f|
+805|57|5|2|29|27754.45|0.07|0.01|N|O|1995-08-24|1995-08-15|1995-09-16|TAKE BACK RETURN|AIR|dolites according to the slyly f|
+805|47|8|3|12|11364.48|0.01|0.06|N|O|1995-07-13|1995-09-27|1995-08-02|TAKE BACK RETURN|REG AIR| regular foxes. furio|
+805|76|6|4|26|25377.82|0.08|0.07|N|O|1995-08-28|1995-09-24|1995-09-11|TAKE BACK RETURN|RAIL|. ironic deposits sleep across |
+806|105|2|1|1|1005.10|0.04|0.07|N|O|1996-07-14|1996-09-12|1996-07-25|COLLECT COD|RAIL|ar accounts? pending, pending foxes a|
+806|160|5|2|22|23323.52|0.08|0.02|N|O|1996-10-03|1996-08-11|1996-10-20|DELIVER IN PERSON|REG AIR|fily pending |
+806|91|3|3|4|3964.36|0.04|0.03|N|O|1996-08-09|1996-09-18|1996-08-13|COLLECT COD|TRUCK|eans. quickly ironic ideas |
+807|117|7|1|49|49838.39|0.00|0.00|R|F|1993-12-05|1994-01-13|1993-12-25|COLLECT COD|REG AIR| furiously according to the un|
+807|155|10|2|49|51702.35|0.01|0.06|A|F|1994-01-17|1994-01-24|1994-01-22|COLLECT COD|TRUCK|y regular requests haggle.|
+807|181|2|3|48|51896.64|0.07|0.07|A|F|1994-01-08|1994-02-02|1994-01-15|DELIVER IN PERSON|SHIP|kly across the f|
+807|80|1|4|10|9800.80|0.09|0.00|R|F|1994-01-19|1994-02-12|1994-01-28|NONE|TRUCK|furiously final depths sleep a|
+807|143|6|5|30|31294.20|0.02|0.01|R|F|1994-01-19|1994-01-09|1994-01-27|NONE|RAIL|cial accoun|
+807|12|2|6|11|10032.11|0.02|0.04|R|F|1994-03-25|1994-01-26|1994-04-14|NONE|FOB|unts above the slyly final ex|
+807|1|6|7|19|17119.00|0.08|0.05|A|F|1994-02-10|1994-02-20|1994-03-06|NONE|SHIP|ns haggle quickly across the furi|
+832|103|6|1|45|45139.50|0.01|0.02|A|F|1992-05-08|1992-06-06|1992-06-04|COLLECT COD|MAIL|foxes engage slyly alon|
+832|48|1|2|24|22752.96|0.05|0.06|A|F|1992-06-15|1992-07-14|1992-06-17|NONE|TRUCK|ully. carefully speci|
+833|54|5|1|1|954.05|0.04|0.04|R|F|1994-04-26|1994-04-05|1994-04-29|COLLECT COD|MAIL|ffily ironic theodolites|
+833|112|6|2|38|38460.18|0.05|0.05|A|F|1994-04-05|1994-04-21|1994-05-01|COLLECT COD|TRUCK| platelets promise furiously. |
+833|162|7|3|9|9559.44|0.05|0.07|A|F|1994-02-28|1994-04-26|1994-03-20|TAKE BACK RETURN|FOB|ecial, even requests. even, bold instructi|
+834|145|2|1|36|37625.04|0.06|0.04|R|F|1994-06-28|1994-07-25|1994-07-07|TAKE BACK RETURN|SHIP|ccounts haggle after the furiously |
+834|7|2|2|11|9977.00|0.03|0.00|A|F|1994-09-18|1994-08-03|1994-10-02|DELIVER IN PERSON|TRUCK|inst the regular packa|
+835|107|2|1|33|33234.30|0.09|0.06|N|O|1995-11-01|1995-12-02|1995-11-24|DELIVER IN PERSON|RAIL|onic instructions among the carefully iro|
+835|185|6|2|28|30385.04|0.02|0.02|N|O|1995-12-27|1995-12-11|1996-01-21|NONE|SHIP| fluffily furious pinto beans|
+836|188|9|1|6|6529.08|0.09|0.03|N|O|1996-12-09|1997-01-31|1996-12-29|COLLECT COD|TRUCK|fully bold theodolites are daringly across|
+836|84|5|2|18|17713.44|0.03|0.05|N|O|1997-02-27|1997-02-11|1997-03-22|NONE|REG AIR|y pending packages use alon|
+836|141|8|3|46|47892.44|0.05|0.07|N|O|1997-03-21|1997-02-06|1997-04-05|NONE|REG AIR|boldly final pinto beans haggle furiously|
+837|57|5|1|39|37324.95|0.03|0.08|A|F|1994-07-22|1994-08-10|1994-08-11|NONE|RAIL|ecial pinto bea|
+837|88|9|2|24|23713.92|0.08|0.00|R|F|1994-06-27|1994-09-02|1994-07-27|DELIVER IN PERSON|FOB|p carefully. theodolites use. bold courts a|
+838|134|10|1|20|20682.60|0.10|0.07|N|O|1998-04-11|1998-03-25|1998-04-19|COLLECT COD|TRUCK| furiously final ideas. slow, bold |
+838|29|10|2|27|25083.54|0.05|0.07|N|O|1998-02-15|1998-04-03|1998-02-20|DELIVER IN PERSON|SHIP| pending pinto beans haggle about t|
+838|95|7|3|23|22887.07|0.10|0.07|N|O|1998-03-26|1998-04-17|1998-04-02|COLLECT COD|AIR|ets haggle furiously furiously regular r|
+838|44|5|4|18|16992.72|0.09|0.00|N|O|1998-03-28|1998-04-06|1998-03-31|TAKE BACK RETURN|AIR|hely unusual foxes. furio|
+839|158|10|1|23|24337.45|0.07|0.02|N|O|1995-10-17|1995-11-03|1995-11-04|COLLECT COD|AIR|ng ideas haggle accord|
+839|189|10|2|47|51191.46|0.08|0.00|N|O|1995-10-17|1995-11-06|1995-11-10|NONE|AIR|refully final excuses about |
+864|130|5|1|34|35024.42|0.03|0.04|N|O|1997-12-16|1997-10-23|1998-01-12|TAKE BACK RETURN|SHIP|gside of the furiously special|
+864|98|1|2|7|6986.63|0.01|0.02|N|O|1997-11-13|1997-10-07|1997-12-13|TAKE BACK RETURN|MAIL|ven requests should sleep along |
+864|80|10|3|34|33322.72|0.03|0.00|N|O|1997-09-14|1997-11-04|1997-09-21|TAKE BACK RETURN|REG AIR|to the furiously ironic platelets! |
+865|198|10|1|16|17571.04|0.07|0.03|R|F|1993-08-24|1993-06-26|1993-08-28|TAKE BACK RETURN|TRUCK|y even accounts. quickly bold decoys|
+865|20|7|2|3|2760.06|0.02|0.05|A|F|1993-07-17|1993-07-14|1993-08-01|NONE|MAIL|fully regular the|
+865|87|8|3|15|14806.20|0.00|0.06|R|F|1993-07-05|1993-06-25|1993-07-26|NONE|SHIP| deposits sleep quickl|
+865|169|4|4|34|36351.44|0.09|0.06|A|F|1993-05-09|1993-07-28|1993-05-18|DELIVER IN PERSON|REG AIR|furiously fluffily unusual account|
+866|136|7|1|5|5180.65|0.08|0.00|R|F|1993-01-22|1993-01-14|1993-02-07|TAKE BACK RETURN|AIR|tegrate fluffily. carefully f|
+867|139|10|1|7|7273.91|0.04|0.07|A|F|1994-02-19|1993-12-25|1994-02-25|DELIVER IN PERSON|TRUCK|pendencies-- slyly unusual packages hagg|
+868|168|9|1|8|8545.28|0.06|0.03|R|F|1992-10-07|1992-08-01|1992-10-16|NONE|MAIL|l deposits. blithely regular pint|
+868|29|8|2|13|12077.26|0.05|0.07|R|F|1992-07-25|1992-08-26|1992-08-04|NONE|AIR|gged instructi|
+868|68|5|3|19|18393.14|0.09|0.06|R|F|1992-06-22|1992-08-27|1992-07-04|COLLECT COD|SHIP|lyly ironic platelets wake. rut|
+868|122|1|4|43|43951.16|0.02|0.04|A|F|1992-07-02|1992-07-22|1992-07-21|COLLECT COD|SHIP|kly silent deposits wake dar|
+868|25|8|5|27|24975.54|0.04|0.01|R|F|1992-08-01|1992-08-25|1992-08-12|TAKE BACK RETURN|RAIL|oss the fluffily unusual pinto |
+868|125|6|6|19|19477.28|0.02|0.05|R|F|1992-09-20|1992-07-18|1992-10-04|NONE|FOB|ely even deposits lose blithe|
+869|63|2|1|27|26002.62|0.07|0.07|N|O|1997-01-30|1997-02-17|1997-02-26|TAKE BACK RETURN|TRUCK|uffily even excuses? slyly even deposits |
+869|47|4|2|36|34093.44|0.04|0.01|N|O|1997-05-03|1997-03-17|1997-05-24|NONE|RAIL|ong the furiously bold instructi|
+870|50|9|1|36|34201.80|0.04|0.07|A|F|1993-10-18|1993-09-16|1993-11-15|COLLECT COD|MAIL|fily. furiously final accounts are |
+870|186|7|2|5|5430.90|0.06|0.05|A|F|1993-08-13|1993-09-11|1993-08-24|COLLECT COD|FOB|e slyly excuses. ironi|
+871|97|8|1|48|47860.32|0.10|0.03|N|O|1996-02-25|1996-02-09|1996-03-18|NONE|AIR|coys dazzle slyly slow notornis. f|
+871|55|10|2|47|44887.35|0.07|0.03|N|O|1995-12-25|1996-02-01|1996-01-24|TAKE BACK RETURN|RAIL|ss, final dep|
+871|108|5|3|13|13105.30|0.09|0.01|N|O|1996-01-25|1996-01-24|1996-02-03|NONE|REG AIR| haggle furiou|
+871|190|1|4|29|31615.51|0.06|0.07|N|O|1995-11-16|1996-01-27|1995-12-16|DELIVER IN PERSON|RAIL|ests are carefu|
+871|128|7|5|8|8224.96|0.00|0.01|N|O|1995-11-25|1996-01-12|1995-12-12|DELIVER IN PERSON|AIR|lar ideas-- slyly even accou|
+871|143|2|6|26|27121.64|0.00|0.06|N|O|1996-02-07|1996-01-05|1996-02-25|COLLECT COD|AIR|symptotes use quickly near the |
+871|174|3|7|4|4296.68|0.00|0.07|N|O|1996-03-09|1996-01-20|1996-03-26|COLLECT COD|FOB|l, regular dependencies w|
+896|39|10|1|47|44134.41|0.07|0.08|R|F|1993-05-28|1993-05-15|1993-06-15|DELIVER IN PERSON|TRUCK|ly even pinto beans integrate. b|
+896|198|2|2|10|10981.90|0.03|0.07|A|F|1993-07-07|1993-06-03|1993-07-24|COLLECT COD|SHIP| quickly even theodolites. carefully regu|
+896|2|9|3|7|6314.00|0.09|0.02|A|F|1993-05-02|1993-05-24|1993-05-31|DELIVER IN PERSON|MAIL| requests |
+896|152|3|4|11|11573.65|0.08|0.04|A|F|1993-05-19|1993-05-22|1993-06-08|COLLECT COD|MAIL|the multipliers sleep|
+896|188|9|5|34|36998.12|0.00|0.05|R|F|1993-05-21|1993-06-01|1993-05-23|NONE|TRUCK|ular, close requests cajo|
+896|177|6|6|44|47395.48|0.09|0.08|R|F|1993-05-19|1993-04-14|1993-06-02|DELIVER IN PERSON|FOB|lar, pending packages. deposits are q|
+896|109|2|7|11|11100.10|0.01|0.07|A|F|1993-05-01|1993-04-09|1993-05-06|TAKE BACK RETURN|FOB|rding to the pinto beans wa|
+897|91|4|1|15|14866.35|0.07|0.04|R|F|1995-05-25|1995-05-09|1995-06-07|COLLECT COD|REG AIR|r ideas. slyly spec|
+897|184|5|2|26|28188.68|0.05|0.08|N|O|1995-07-01|1995-06-10|1995-07-14|COLLECT COD|MAIL|tions sleep according to the special|
+897|126|1|3|13|13339.56|0.07|0.00|A|F|1995-03-30|1995-05-17|1995-04-21|TAKE BACK RETURN|MAIL|bold accounts mold carefully! braids|
+897|102|7|4|2|2004.20|0.08|0.08|R|F|1995-05-22|1995-05-07|1995-06-16|COLLECT COD|RAIL|into beans. slyly special fox|
+898|161|2|1|9|9550.44|0.07|0.08|A|F|1993-07-04|1993-07-09|1993-07-25|NONE|AIR|e slyly across the blithe|
+898|179|7|2|37|39929.29|0.03|0.05|A|F|1993-08-17|1993-08-04|1993-09-01|DELIVER IN PERSON|REG AIR|packages sleep furiously|
+898|49|8|3|11|10439.44|0.01|0.00|A|F|1993-09-13|1993-08-31|1993-09-25|TAKE BACK RETURN|MAIL|etly bold accounts |
+898|193|6|4|36|39354.84|0.04|0.07|R|F|1993-08-04|1993-07-25|1993-08-23|DELIVER IN PERSON|REG AIR| after the carefully |
+899|61|10|1|18|17299.08|0.04|0.05|N|O|1998-08-06|1998-05-09|1998-09-05|DELIVER IN PERSON|AIR|re daring, pending deposits. blit|
+899|47|4|2|25|23676.00|0.00|0.07|N|O|1998-07-21|1998-05-12|1998-08-16|NONE|REG AIR|rly final sentiments. bold pinto beans |
+899|85|6|3|4|3940.32|0.09|0.05|N|O|1998-06-02|1998-06-28|1998-06-14|TAKE BACK RETURN|REG AIR|ter the carefully regular deposits are agai|
+899|180|9|4|14|15122.52|0.05|0.03|N|O|1998-05-21|1998-05-28|1998-06-03|TAKE BACK RETURN|FOB|ades impress carefully|
+899|71|10|5|4|3884.28|0.06|0.02|N|O|1998-04-11|1998-05-14|1998-04-27|NONE|TRUCK|ges. blithe, ironic waters cajole care|
+899|120|4|6|47|47945.64|0.00|0.04|N|O|1998-04-14|1998-05-30|1998-05-13|DELIVER IN PERSON|TRUCK|furiously final foxes after the s|
+899|14|1|7|11|10054.11|0.02|0.08|N|O|1998-06-03|1998-06-15|1998-06-20|COLLECT COD|REG AIR|t the ironic|
+900|199|1|1|44|48364.36|0.01|0.06|R|F|1994-12-15|1994-12-03|1994-12-27|COLLECT COD|MAIL| detect quick|
+900|115|6|2|48|48725.28|0.08|0.04|A|F|1994-12-22|1994-11-08|1995-01-19|COLLECT COD|TRUCK|cial pinto beans nag |
+900|75|6|3|24|23401.68|0.03|0.00|R|F|1994-10-21|1994-12-25|1994-10-22|TAKE BACK RETURN|SHIP|-ray furiously un|
+901|22|7|1|36|33192.72|0.01|0.01|N|O|1998-08-11|1998-10-09|1998-08-27|DELIVER IN PERSON|REG AIR|. accounts are care|
+901|46|7|2|2|1892.08|0.09|0.02|N|O|1998-10-25|1998-09-27|1998-11-01|DELIVER IN PERSON|AIR|d foxes use slyly|
+901|43|10|3|37|34892.48|0.04|0.08|N|O|1998-11-01|1998-09-13|1998-11-05|NONE|AIR|ickly final deposits |
+901|18|9|4|11|10098.11|0.00|0.06|N|O|1998-11-13|1998-10-19|1998-11-14|TAKE BACK RETURN|TRUCK|ourts among the quickly expre|
+902|111|2|1|3|3033.33|0.06|0.00|R|F|1994-10-01|1994-10-25|1994-10-28|COLLECT COD|MAIL|into beans thrash blithely about the flu|
+902|118|2|2|8|8144.88|0.06|0.07|R|F|1994-10-25|1994-09-20|1994-11-07|COLLECT COD|RAIL| orbits al|
+902|165|2|3|24|25563.84|0.02|0.05|R|F|1994-11-08|1994-10-12|1994-11-26|NONE|FOB|. blithely even accounts poach furiously i|
+903|65|10|1|27|26056.62|0.04|0.03|N|O|1995-09-18|1995-09-20|1995-10-02|TAKE BACK RETURN|SHIP|lly pending foxes. furiously|
+903|9|2|2|35|31815.00|0.06|0.05|N|O|1995-09-18|1995-08-21|1995-10-12|TAKE BACK RETURN|TRUCK|rets wake fin|
+903|9|2|3|33|29997.00|0.02|0.03|N|O|1995-09-24|1995-09-01|1995-10-12|COLLECT COD|MAIL|ely ironic packages wake blithely|
+903|56|1|4|9|8604.45|0.09|0.00|N|O|1995-10-06|1995-09-14|1995-10-24|NONE|TRUCK|he slyly ev|
+903|42|3|5|1|942.04|0.04|0.00|N|O|1995-10-22|1995-09-13|1995-11-03|NONE|AIR|y final platelets sublate among the |
+903|168|9|6|13|13886.08|0.07|0.02|N|O|1995-09-11|1995-10-04|1995-10-03|COLLECT COD|SHIP|sleep along the final|
+928|169|10|1|29|31005.64|0.07|0.02|R|F|1995-05-17|1995-05-12|1995-05-21|NONE|REG AIR|ly alongside of the s|
+928|48|7|2|24|22752.96|0.05|0.08|A|F|1995-04-06|1995-05-08|1995-04-24|DELIVER IN PERSON|AIR|s the furiously regular warthogs im|
+928|152|10|3|46|48398.90|0.08|0.00|A|F|1995-05-09|1995-04-09|1995-06-01|DELIVER IN PERSON|REG AIR| beans sleep against the carefully ir|
+928|52|4|4|43|40938.15|0.10|0.05|A|F|1995-04-14|1995-04-21|1995-05-09|NONE|REG AIR|blithely. express, silent requests doze at|
+928|12|3|5|38|34656.38|0.02|0.08|N|F|1995-06-08|1995-04-15|1995-06-30|TAKE BACK RETURN|SHIP|xpress grouc|
+928|55|6|6|50|47752.50|0.05|0.00|N|F|1995-06-07|1995-04-15|1995-07-01|DELIVER IN PERSON|TRUCK| slyly slyly special request|
+928|11|5|7|11|10021.11|0.00|0.01|A|F|1995-04-29|1995-04-16|1995-04-30|NONE|AIR|longside of|
+929|129|8|1|45|46310.40|0.09|0.01|R|F|1993-01-24|1992-12-06|1993-02-16|DELIVER IN PERSON|REG AIR|ges haggle careful|
+929|175|5|2|44|47307.48|0.02|0.00|A|F|1992-10-09|1992-11-20|1992-10-22|DELIVER IN PERSON|SHIP|s. excuses cajole. carefully regu|
+929|74|5|3|14|13636.98|0.06|0.07|A|F|1992-10-21|1992-11-17|1992-11-15|NONE|FOB|gainst the|
+929|102|5|4|7|7014.70|0.06|0.01|A|F|1992-12-24|1992-12-19|1993-01-08|TAKE BACK RETURN|TRUCK|ithely. slyly c|
+930|45|4|1|36|34021.44|0.10|0.04|R|F|1994-12-21|1995-02-20|1994-12-24|COLLECT COD|RAIL|quickly regular pinto beans sle|
+930|18|8|2|47|43146.47|0.08|0.00|A|F|1995-03-20|1995-02-04|1995-04-04|DELIVER IN PERSON|AIR|ackages. fluffily e|
+930|65|10|3|10|9650.60|0.07|0.08|A|F|1994-12-18|1995-01-27|1995-01-16|COLLECT COD|AIR|ckly regular requests: regular instructions|
+930|100|2|4|21|21002.10|0.06|0.02|A|F|1995-02-16|1995-03-03|1995-03-13|DELIVER IN PERSON|SHIP|foxes. regular deposits integrate carefu|
+930|164|9|5|50|53208.00|0.03|0.06|A|F|1995-04-03|1995-01-29|1995-04-22|COLLECT COD|MAIL| excuses among the furiously express ideas |
+930|145|4|6|10|10451.40|0.00|0.04|A|F|1995-02-09|1995-02-17|1995-02-16|NONE|SHIP|blithely bold i|
+930|167|4|7|30|32014.80|0.07|0.08|R|F|1995-01-20|1995-02-28|1995-02-04|TAKE BACK RETURN|RAIL|g accounts sleep along the platelets.|
+931|40|1|1|18|16920.72|0.00|0.05|A|F|1993-04-04|1993-01-11|1993-04-13|NONE|RAIL|slyly ironic re|
+931|17|7|2|10|9170.10|0.05|0.07|A|F|1993-03-01|1993-01-09|1993-03-07|TAKE BACK RETURN|SHIP|ajole quickly. slyly sil|
+931|147|6|3|48|50262.72|0.01|0.08|A|F|1993-02-03|1993-03-02|1993-02-09|TAKE BACK RETURN|FOB|ep alongside of the fluffy |
+931|82|3|4|38|37319.04|0.08|0.08|A|F|1993-03-06|1993-02-24|1993-03-27|DELIVER IN PERSON|RAIL|usly final packages integrate carefully|
+932|44|1|1|41|38705.64|0.01|0.05|N|O|1997-06-05|1997-07-22|1997-06-26|COLLECT COD|RAIL|foxes. ironic pl|
+933|49|8|1|23|21827.92|0.02|0.04|R|F|1992-08-13|1992-09-18|1992-08-25|DELIVER IN PERSON|MAIL| the furiously bold dinos. sly|
+933|13|4|2|27|24651.27|0.02|0.01|R|F|1992-10-03|1992-10-02|1992-10-26|DELIVER IN PERSON|RAIL|ests. express|
+933|100|2|3|26|26002.60|0.05|0.00|A|F|1992-11-09|1992-11-03|1992-11-16|DELIVER IN PERSON|AIR| the deposits affix slyly after t|
+934|118|5|1|18|18325.98|0.07|0.01|N|O|1996-09-10|1996-09-20|1996-09-25|COLLECT COD|RAIL|y unusual requests dazzle above t|
+935|28|3|1|23|21344.46|0.05|0.00|N|O|1997-11-11|1997-11-22|1997-11-29|COLLECT COD|REG AIR|ular accounts about|
+935|65|10|2|23|22196.38|0.02|0.01|N|O|1998-01-11|1997-11-25|1998-02-05|COLLECT COD|TRUCK|hes haggle furiously dolphins. qu|
+935|135|1|3|36|37264.68|0.06|0.00|N|O|1997-11-05|1997-12-05|1997-11-25|TAKE BACK RETURN|AIR|leep about the exp|
+935|58|3|4|13|12454.65|0.08|0.04|N|O|1998-01-13|1997-11-30|1998-02-08|DELIVER IN PERSON|TRUCK|ld platelet|
+935|13|7|5|8|7304.08|0.02|0.05|N|O|1998-01-12|1997-11-02|1998-02-05|NONE|TRUCK|cept the quickly regular p|
+935|59|1|6|1|959.05|0.01|0.08|N|O|1997-12-14|1997-11-22|1998-01-08|DELIVER IN PERSON|TRUCK| instructions. ironic acc|
+960|107|10|1|1|1007.10|0.07|0.00|A|F|1994-12-24|1994-10-26|1995-01-20|DELIVER IN PERSON|AIR|y ironic packages. quickly even |
+960|117|7|2|25|25427.75|0.06|0.08|R|F|1994-12-01|1994-10-29|1994-12-27|DELIVER IN PERSON|RAIL|ts. fluffily regular requests |
+960|175|3|3|32|34405.44|0.01|0.08|R|F|1995-01-19|1994-12-17|1995-02-04|DELIVER IN PERSON|FOB|around the blithe, even pl|
+961|118|5|1|7|7126.77|0.10|0.00|N|O|1995-07-23|1995-07-20|1995-08-11|TAKE BACK RETURN|RAIL|usual dolphins. ironic pearls sleep blit|
+961|91|2|2|18|17839.62|0.09|0.05|N|O|1995-07-01|1995-08-14|1995-07-04|DELIVER IN PERSON|AIR|rmanent foxes haggle speci|
+961|97|8|3|42|41877.78|0.06|0.01|N|O|1995-08-24|1995-08-21|1995-09-10|TAKE BACK RETURN|SHIP|ests do cajole blithely. furiously bo|
+961|34|10|4|29|27086.87|0.00|0.07|N|F|1995-06-10|1995-08-20|1995-06-26|TAKE BACK RETURN|TRUCK|l accounts use blithely against the|
+961|26|7|5|38|35188.76|0.03|0.05|N|O|1995-08-21|1995-07-19|1995-08-27|NONE|RAIL|he blithely special requests. furiousl|
+961|197|8|6|30|32915.70|0.09|0.03|N|O|1995-07-06|1995-07-20|1995-07-26|DELIVER IN PERSON|MAIL|warhorses slee|
+962|57|8|1|36|34453.80|0.01|0.03|R|F|1994-08-09|1994-07-10|1994-09-02|COLLECT COD|TRUCK|al foxes. iron|
+962|36|2|2|27|25272.81|0.09|0.02|A|F|1994-05-11|1994-07-10|1994-06-03|TAKE BACK RETURN|SHIP|y slyly express deposits. final i|
+962|80|1|3|3|2940.24|0.07|0.08|A|F|1994-05-08|1994-07-06|1994-06-02|DELIVER IN PERSON|FOB|ag furiously. even pa|
+962|57|5|4|20|19141.00|0.04|0.02|R|F|1994-08-26|1994-06-27|1994-09-11|DELIVER IN PERSON|SHIP| deposits use fluffily according to |
+962|152|7|5|12|12625.80|0.02|0.00|A|F|1994-06-09|1994-06-07|1994-06-11|COLLECT COD|TRUCK|across the furiously regular escapades daz|
+962|188|9|6|5|5440.90|0.02|0.05|A|F|1994-08-29|1994-07-15|1994-09-19|COLLECT COD|TRUCK|efully bold packages run slyly caref|
+963|194|8|1|7|7659.33|0.01|0.00|R|F|1994-09-12|1994-07-18|1994-09-17|DELIVER IN PERSON|REG AIR|s. slyly regular depe|
+963|98|10|2|48|47908.32|0.10|0.06|R|F|1994-08-25|1994-08-12|1994-09-21|DELIVER IN PERSON|RAIL|ages. quickly express deposits cajole pe|
+964|199|10|1|39|42868.41|0.04|0.01|N|O|1995-06-21|1995-07-24|1995-06-24|NONE|AIR|se furiously regular instructions. blith|
+964|113|4|2|1|1013.11|0.02|0.05|N|O|1995-08-20|1995-07-29|1995-09-10|DELIVER IN PERSON|REG AIR|unts. quickly even platelets s|
+964|57|5|3|49|46895.45|0.01|0.03|N|O|1995-09-06|1995-08-10|1995-10-05|NONE|MAIL|ounts. blithely regular packag|
+964|55|3|4|44|42022.20|0.05|0.02|N|O|1995-09-18|1995-08-02|1995-10-17|TAKE BACK RETURN|TRUCK|ronic deposit|
+965|108|1|1|20|20162.00|0.04|0.05|N|F|1995-06-16|1995-07-20|1995-07-06|COLLECT COD|MAIL|kly. carefully pending requ|
+965|18|5|2|23|21114.23|0.06|0.08|N|O|1995-07-12|1995-07-08|1995-08-11|COLLECT COD|MAIL|ld kindle carefully across th|
+966|180|8|1|19|20523.42|0.07|0.01|N|O|1998-05-26|1998-07-15|1998-05-29|COLLECT COD|FOB|efully final pinto beans. quickly |
+966|117|4|2|42|42718.62|0.02|0.06|N|O|1998-06-28|1998-06-20|1998-07-05|NONE|TRUCK|tions boost furiously car|
+966|22|1|3|42|38724.84|0.06|0.08|N|O|1998-06-15|1998-06-08|1998-07-05|NONE|RAIL|sly ironic asymptotes hagg|
+966|5|2|4|20|18100.00|0.04|0.01|N|O|1998-07-19|1998-07-15|1998-07-27|NONE|TRUCK|pecial ins|
+967|59|4|1|41|39321.05|0.05|0.05|R|F|1992-09-21|1992-08-15|1992-10-21|NONE|MAIL|ld foxes wake closely special|
+967|85|6|2|4|3940.32|0.01|0.02|A|F|1992-07-15|1992-07-27|1992-07-18|DELIVER IN PERSON|REG AIR|platelets hang carefully along |
+967|132|8|3|10|10321.30|0.00|0.02|A|F|1992-09-18|1992-08-06|1992-09-19|DELIVER IN PERSON|MAIL|old pinto beans alongside of the exp|
+967|148|7|4|49|51358.86|0.01|0.04|A|F|1992-09-28|1992-09-15|1992-10-14|NONE|SHIP|the slyly even ideas. carefully even|
+967|17|1|5|41|37597.41|0.08|0.04|A|F|1992-07-23|1992-08-07|1992-08-13|TAKE BACK RETURN|FOB|efully special ide|
+967|106|9|6|17|17103.70|0.05|0.06|A|F|1992-10-02|1992-08-19|1992-10-25|NONE|MAIL|y ironic foxes caj|
+967|161|8|7|18|19100.88|0.00|0.02|A|F|1992-10-06|1992-08-05|1992-10-15|DELIVER IN PERSON|RAIL|ngage blith|
+992|60|2|1|14|13440.84|0.10|0.03|N|O|1998-01-29|1997-12-29|1998-02-18|TAKE BACK RETURN|MAIL|the unusual, even dependencies affix fluff|
+992|38|9|2|34|31893.02|0.02|0.00|N|O|1997-11-29|1998-01-21|1997-11-30|NONE|RAIL|s use silently. blithely regular ideas b|
+992|105|6|3|30|30153.00|0.10|0.00|N|O|1997-12-15|1998-02-02|1998-01-12|NONE|SHIP|nic instructions n|
+992|48|5|4|21|19908.84|0.06|0.06|N|O|1997-11-13|1997-12-28|1997-12-10|NONE|TRUCK|fily. quickly special deposit|
+992|92|4|5|7|6944.63|0.09|0.05|N|O|1997-11-30|1997-12-24|1997-12-16|DELIVER IN PERSON|TRUCK|ideas haggle. special theodolit|
+992|75|3|6|41|39977.87|0.10|0.01|N|O|1997-11-14|1998-02-04|1997-11-23|TAKE BACK RETURN|AIR|eodolites cajole across the accounts.|
+993|175|5|1|33|35480.61|0.01|0.05|N|O|1996-01-03|1995-11-28|1996-01-23|DELIVER IN PERSON|AIR| the deposits affix agains|
+993|3|6|2|28|25284.00|0.06|0.08|N|O|1995-10-24|1995-11-20|1995-11-06|DELIVER IN PERSON|RAIL|lites. even theodolite|
+993|40|1|3|10|9400.40|0.03|0.08|N|O|1995-12-17|1995-11-13|1995-12-20|NONE|RAIL|encies wake fur|
+993|191|4|4|40|43647.60|0.01|0.01|N|O|1995-11-16|1995-11-01|1995-12-05|TAKE BACK RETURN|RAIL|gle above the furiously |
+993|146|7|5|33|34522.62|0.09|0.08|N|O|1995-09-28|1995-10-24|1995-10-03|COLLECT COD|RAIL|fluffily. quiet excuses sleep furiously sly|
+993|137|3|6|35|36299.55|0.04|0.02|N|O|1995-10-26|1995-10-20|1995-11-05|DELIVER IN PERSON|FOB|es. ironic, ironic requests|
+993|5|2|7|15|13575.00|0.09|0.03|N|O|1995-09-27|1995-10-21|1995-10-17|DELIVER IN PERSON|MAIL|sits. pending pinto beans haggle? ca|
+994|65|6|1|4|3860.24|0.07|0.03|R|F|1994-07-05|1994-05-21|1994-07-20|COLLECT COD|SHIP|aggle carefully acc|
+994|10|3|2|11|10010.11|0.01|0.00|R|F|1994-05-03|1994-06-10|1994-05-22|NONE|AIR|ular accounts sleep |
+994|31|7|3|5|4655.15|0.08|0.08|A|F|1994-06-24|1994-06-14|1994-06-26|NONE|MAIL|ainst the pending requests. packages sl|
+994|131|7|4|25|25778.25|0.10|0.00|A|F|1994-06-03|1994-06-02|1994-06-06|COLLECT COD|RAIL|usual pinto beans.|
+995|173|1|1|15|16097.55|0.08|0.05|N|O|1995-06-30|1995-08-04|1995-07-27|NONE|REG AIR|uses. fluffily fina|
+995|129|4|2|28|28815.36|0.08|0.03|N|F|1995-06-12|1995-07-20|1995-06-19|DELIVER IN PERSON|SHIP|pades. quick, final frays use flu|
+995|166|3|3|45|47977.20|0.00|0.05|N|O|1995-08-02|1995-07-21|1995-08-03|DELIVER IN PERSON|SHIP|lar packages detect blithely above t|
+995|66|3|4|25|24151.50|0.01|0.08|N|O|1995-09-08|1995-08-05|1995-09-28|NONE|TRUCK|lyly even |
+995|24|5|5|18|16632.36|0.06|0.03|N|O|1995-07-03|1995-07-29|1995-07-22|TAKE BACK RETURN|AIR| even accounts unwind c|
+996|173|2|1|43|46146.31|0.03|0.06|N|O|1998-03-27|1998-03-25|1998-04-06|COLLECT COD|SHIP| the blithely ironic foxes. slyly silent d|
+997|163|4|1|11|11694.76|0.00|0.02|N|O|1997-06-16|1997-07-21|1997-07-14|DELIVER IN PERSON|TRUCK|p furiously according to t|
+997|48|9|2|17|16116.68|0.03|0.00|N|O|1997-07-28|1997-07-26|1997-08-20|DELIVER IN PERSON|SHIP|aggle quickly furiously|
+998|10|7|1|22|20020.22|0.04|0.05|A|F|1994-12-03|1995-02-17|1994-12-19|TAKE BACK RETURN|RAIL|lites. qui|
+998|181|2|2|7|7568.26|0.10|0.05|R|F|1995-03-24|1995-01-18|1995-04-03|NONE|MAIL|nic deposits. even asym|
+998|142|9|3|30|31264.20|0.05|0.07|A|F|1994-12-02|1995-01-23|1994-12-23|NONE|SHIP|lyly idle Tir|
+998|11|8|4|6|5466.06|0.09|0.05|R|F|1995-03-20|1994-12-27|1995-04-13|DELIVER IN PERSON|MAIL|refully accounts. carefully express ac|
+998|73|2|5|1|973.07|0.04|0.00|R|F|1995-01-05|1995-01-06|1995-01-13|NONE|SHIP|es sleep. regular dependencies use bl|
+999|61|6|1|34|32676.04|0.00|0.08|R|F|1993-10-30|1993-10-17|1993-10-31|TAKE BACK RETURN|SHIP|its. daringly final instruc|
+999|199|1|2|41|45066.79|0.08|0.01|A|F|1993-10-16|1993-12-04|1993-11-03|DELIVER IN PERSON|REG AIR|us depths. carefully ironic instruc|
+999|118|5|3|15|15271.65|0.07|0.06|A|F|1993-12-12|1993-10-18|1994-01-08|COLLECT COD|REG AIR|y ironic requests. carefully regu|
+999|3|4|4|10|9030.00|0.05|0.02|A|F|1993-11-23|1993-12-02|1993-11-29|NONE|MAIL|efully pending|
+999|19|10|5|3|2757.03|0.03|0.00|R|F|1993-09-17|1993-10-22|1993-10-13|NONE|FOB|nic, pending ideas. bl|
+999|181|2|6|37|40003.66|0.00|0.04|R|F|1994-01-03|1993-10-28|1994-01-12|DELIVER IN PERSON|TRUCK|ckly slyly unusual packages: packages hagg|
+1024|199|2|1|49|53860.31|0.03|0.05|N|O|1998-03-06|1998-01-26|1998-03-29|TAKE BACK RETURN|FOB|ts. asymptotes nag fur|
+1024|126|5|2|34|34888.08|0.00|0.01|N|O|1998-01-06|1998-02-05|1998-01-26|COLLECT COD|SHIP|des the slyly even|
+1024|44|3|3|28|26433.12|0.04|0.01|N|O|1998-03-04|1998-03-12|1998-03-15|TAKE BACK RETURN|TRUCK|e blithely regular pi|
+1024|184|5|4|13|14094.34|0.02|0.04|N|O|1998-04-11|1998-02-26|1998-04-18|NONE|FOB|e slyly around the slyly special instructi|
+1024|21|4|5|49|45129.98|0.02|0.04|N|O|1998-02-27|1998-03-10|1998-03-27|COLLECT COD|FOB| carefully bold |
+1025|150|1|1|36|37805.40|0.03|0.04|A|F|1995-05-15|1995-07-05|1995-06-10|COLLECT COD|FOB|e unusual, regular instr|
+1025|69|10|2|23|22288.38|0.08|0.03|N|F|1995-06-02|1995-07-29|1995-06-23|COLLECT COD|RAIL| regular platelets nag carefu|
+1025|23|2|3|25|23075.50|0.06|0.05|R|F|1995-05-29|1995-06-21|1995-06-13|DELIVER IN PERSON|REG AIR|xpress foxes. furiousl|
+1026|38|4|1|36|33769.08|0.10|0.02|N|O|1997-06-14|1997-07-20|1997-06-23|NONE|SHIP|st the ide|
+1026|37|8|2|6|5622.18|0.10|0.08|N|O|1997-07-07|1997-08-16|1997-07-14|TAKE BACK RETURN|TRUCK|to beans. special, regular packages hagg|
+1027|156|1|1|43|45414.45|0.07|0.08|R|F|1992-06-17|1992-08-28|1992-07-10|DELIVER IN PERSON|MAIL|oxes. carefully regular deposits|
+1027|113|10|2|20|20262.20|0.01|0.02|A|F|1992-06-08|1992-08-29|1992-06-14|NONE|TRUCK|ar excuses eat f|
+1027|126|9|3|2|2052.24|0.01|0.02|R|F|1992-08-28|1992-07-09|1992-09-10|NONE|FOB|s. quickly unusual waters inside |
+1027|100|4|4|13|13001.30|0.08|0.01|R|F|1992-08-22|1992-07-10|1992-09-12|DELIVER IN PERSON|RAIL|ily ironic ideas use|
+1027|136|2|5|22|22794.86|0.02|0.00|A|F|1992-09-03|1992-08-14|1992-10-01|DELIVER IN PERSON|FOB|the furiously express ex|
+1027|105|8|6|10|10051.00|0.06|0.08|R|F|1992-08-28|1992-08-06|1992-09-03|COLLECT COD|REG AIR|ilent, express foxes near the blithely sp|
+1028|128|3|1|2|2056.24|0.09|0.03|A|F|1994-01-10|1994-03-22|1994-01-26|COLLECT COD|FOB|s alongside of the regular asymptotes sleep|
+1028|112|9|2|39|39472.29|0.06|0.05|R|F|1994-02-18|1994-03-22|1994-03-06|TAKE BACK RETURN|MAIL| final dependencies affix a|
+1028|100|3|3|8|8000.80|0.03|0.07|A|F|1994-02-14|1994-03-28|1994-02-22|NONE|AIR|e carefully final packages. furiously fi|
+1028|32|8|4|26|24232.78|0.07|0.02|A|F|1994-03-18|1994-02-08|1994-03-19|TAKE BACK RETURN|RAIL|ronic platelets. carefully f|
+1028|29|2|5|27|25083.54|0.00|0.04|A|F|1994-04-03|1994-02-07|1994-04-26|NONE|REG AIR|ial accounts nag. slyly|
+1028|26|1|6|39|36114.78|0.03|0.02|A|F|1994-02-27|1994-02-16|1994-03-02|DELIVER IN PERSON|AIR|c theodoli|
+1028|31|2|7|22|20482.66|0.03|0.00|R|F|1994-04-24|1994-02-27|1994-05-08|NONE|REG AIR| Tiresias alongside of the carefully spec|
+1029|137|3|1|45|46670.85|0.05|0.07|R|F|1994-07-21|1994-08-30|1994-07-29|TAKE BACK RETURN|FOB|sits boost blithely|
+1030|65|10|1|17|16406.02|0.06|0.06|R|F|1994-10-13|1994-08-01|1994-11-10|DELIVER IN PERSON|RAIL|ly. carefully even packages dazz|
+1031|46|7|1|15|14190.60|0.10|0.08|A|F|1994-11-07|1994-10-29|1994-11-09|TAKE BACK RETURN|FOB|about the carefully bold a|
+1031|165|4|2|28|29824.48|0.05|0.01|A|F|1994-12-10|1994-10-29|1994-12-18|COLLECT COD|FOB|ly ironic accounts across the q|
+1031|187|8|3|27|29353.86|0.07|0.02|R|F|1994-09-20|1994-10-18|1994-10-10|DELIVER IN PERSON|SHIP|gular deposits cajole. blithely unus|
+1031|88|9|4|7|6916.56|0.03|0.03|R|F|1994-12-07|1994-11-11|1994-12-30|COLLECT COD|FOB|r instructions. car|
+1031|191|5|5|44|48012.36|0.01|0.07|R|F|1994-11-20|1994-11-24|1994-12-11|NONE|AIR|re slyly above the furio|
+1056|121|6|1|37|37781.44|0.04|0.06|R|F|1995-02-18|1995-04-01|1995-03-20|NONE|TRUCK| special packages. qui|
+1057|193|5|1|29|31702.51|0.10|0.01|A|F|1992-05-05|1992-05-05|1992-06-03|TAKE BACK RETURN|SHIP|es wake according to the q|
+1057|169|8|2|11|11760.76|0.00|0.02|R|F|1992-03-31|1992-04-18|1992-04-18|COLLECT COD|AIR|yly final theodolites. furi|
+1057|85|6|3|21|20686.68|0.03|0.04|A|F|1992-02-28|1992-05-01|1992-03-10|NONE|REG AIR|ar orbits boost bli|
+1057|182|3|4|20|21643.60|0.06|0.03|R|F|1992-03-02|1992-05-19|1992-03-13|DELIVER IN PERSON|TRUCK|s wake bol|
+1057|97|1|5|7|6979.63|0.06|0.05|R|F|1992-06-05|1992-04-30|1992-06-20|NONE|TRUCK|y slyly express theodolites. slyly bo|
+1057|52|7|6|19|18088.95|0.04|0.07|A|F|1992-05-31|1992-05-09|1992-06-02|DELIVER IN PERSON|FOB|r-- packages haggle alon|
+1058|140|6|1|24|24963.36|0.08|0.04|A|F|1993-07-09|1993-05-28|1993-07-22|DELIVER IN PERSON|TRUCK|fully ironic accounts. express accou|
+1058|89|10|2|5|4945.40|0.04|0.07|R|F|1993-05-11|1993-05-29|1993-05-27|COLLECT COD|TRUCK|refully even requests boost along|
+1058|90|1|3|44|43563.96|0.10|0.01|R|F|1993-06-26|1993-06-21|1993-07-20|COLLECT COD|TRUCK|uriously f|
+1058|5|2|4|25|22625.00|0.09|0.01|A|F|1993-05-27|1993-06-10|1993-06-20|TAKE BACK RETURN|MAIL| the final requests believe carefully |
+1059|178|9|1|16|17250.72|0.07|0.02|A|F|1994-04-24|1994-03-31|1994-04-28|DELIVER IN PERSON|SHIP|y ironic pinto |
+1059|29|2|2|7|6503.14|0.07|0.06|R|F|1994-03-30|1994-04-01|1994-04-24|DELIVER IN PERSON|MAIL|the furiously silent excuses are e|
+1059|88|9|3|45|44463.60|0.00|0.02|R|F|1994-06-10|1994-05-08|1994-06-21|COLLECT COD|RAIL|riously even theodolites. slyly regula|
+1059|110|7|4|26|26262.86|0.09|0.01|A|F|1994-03-17|1994-04-18|1994-03-26|DELIVER IN PERSON|TRUCK|ar pinto beans at the furiously |
+1059|139|5|5|37|38447.81|0.09|0.04|R|F|1994-03-31|1994-05-08|1994-04-06|COLLECT COD|RAIL| packages lose in place of the slyly unusu|
+1059|190|1|6|50|54509.50|0.00|0.03|A|F|1994-06-15|1994-05-11|1994-06-29|NONE|MAIL|s impress furiously about|
+1059|123|4|7|13|13300.56|0.01|0.03|R|F|1994-06-12|1994-05-11|1994-07-02|COLLECT COD|TRUCK|usly regular theodo|
+1060|196|10|1|8|8769.52|0.07|0.04|R|F|1993-05-21|1993-05-06|1993-06-10|DELIVER IN PERSON|FOB|iously. furiously regular in|
+1060|8|5|2|26|23608.00|0.06|0.08|R|F|1993-04-12|1993-04-01|1993-04-20|DELIVER IN PERSON|TRUCK|counts; even deposits are carefull|
+1060|164|3|3|11|11705.76|0.01|0.07|A|F|1993-05-13|1993-05-08|1993-05-17|TAKE BACK RETURN|MAIL|e regular deposits: re|
+1060|110|7|4|16|16161.76|0.03|0.06|A|F|1993-06-15|1993-04-18|1993-07-05|COLLECT COD|SHIP|ccounts. foxes maintain care|
+1060|53|8|5|1|953.05|0.04|0.06|A|F|1993-06-19|1993-05-10|1993-06-21|COLLECT COD|RAIL|posits detect carefully abo|
+1060|72|2|6|26|25273.82|0.01|0.03|A|F|1993-02-28|1993-04-01|1993-03-09|TAKE BACK RETURN|FOB|quickly abo|
+1060|121|10|7|36|36760.32|0.09|0.01|R|F|1993-03-14|1993-03-24|1993-04-02|TAKE BACK RETURN|FOB|r the quickly|
+1061|151|6|1|7|7358.05|0.04|0.04|N|O|1998-08-09|1998-08-12|1998-08-16|COLLECT COD|FOB|es are slyly expr|
+1061|119|3|2|2|2038.22|0.06|0.02|N|O|1998-08-15|1998-08-05|1998-08-24|COLLECT COD|MAIL|. regular accounts impre|
+1061|111|8|3|26|26288.86|0.08|0.02|N|O|1998-06-18|1998-07-25|1998-06-24|TAKE BACK RETURN|AIR|ave to slee|
+1061|136|7|4|41|42481.33|0.00|0.05|N|O|1998-06-29|1998-07-02|1998-07-27|NONE|MAIL|s are. ironic theodolites cajole. dep|
+1061|131|2|5|50|51556.50|0.04|0.08|N|O|1998-05-25|1998-07-22|1998-06-22|COLLECT COD|AIR|nding excuses are around the e|
+1061|144|1|6|35|36544.90|0.09|0.05|N|O|1998-07-05|1998-07-07|1998-07-30|TAKE BACK RETURN|MAIL|ending requests nag careful|
+1062|137|8|1|38|39410.94|0.00|0.01|N|O|1997-01-27|1997-03-07|1997-02-16|DELIVER IN PERSON|TRUCK|deas. pending acc|
+1063|96|9|1|42|41835.78|0.03|0.02|A|F|1994-07-10|1994-05-25|1994-07-26|NONE|RAIL|tructions about the blithely ex|
+1088|107|8|1|30|30213.00|0.07|0.03|A|F|1992-05-22|1992-06-25|1992-06-11|TAKE BACK RETURN|SHIP|long the packages snooze careful|
+1088|37|3|2|11|10307.33|0.06|0.00|A|F|1992-08-30|1992-07-25|1992-09-10|TAKE BACK RETURN|AIR|inal requests. fluffily express theod|
+1088|181|2|3|5|5405.90|0.03|0.07|A|F|1992-07-01|1992-07-25|1992-07-02|NONE|AIR|refully ironic packages. r|
+1088|124|5|4|3|3072.36|0.09|0.03|A|F|1992-06-15|1992-08-02|1992-06-18|DELIVER IN PERSON|MAIL|pecial theodolites |
+1089|151|3|1|47|49404.05|0.05|0.06|N|O|1996-06-26|1996-06-25|1996-07-11|NONE|TRUCK|aggle furiously among the bravely eve|
+1089|50|7|2|35|33251.75|0.03|0.00|N|O|1996-08-14|1996-07-10|1996-08-26|NONE|TRUCK|ly express deposits haggle|
+1089|26|7|3|23|21298.46|0.10|0.05|N|O|1996-06-24|1996-07-25|1996-07-20|DELIVER IN PERSON|AIR|g dolphins. deposits integrate. s|
+1089|141|10|4|1|1041.14|0.01|0.03|N|O|1996-07-08|1996-07-07|1996-07-17|COLLECT COD|RAIL|n courts among the caref|
+1090|22|3|1|5|4610.10|0.02|0.05|N|O|1998-02-19|1997-12-25|1998-02-24|DELIVER IN PERSON|AIR|s above the |
+1090|113|10|2|28|28367.08|0.08|0.08|N|O|1998-02-20|1998-01-03|1998-03-19|NONE|FOB|s cajole above the regular|
+1091|38|9|1|40|37521.20|0.10|0.06|N|O|1996-12-17|1996-10-14|1996-12-24|TAKE BACK RETURN|REG AIR|platelets. regular packag|
+1092|184|5|1|48|52040.64|0.04|0.04|N|O|1995-06-25|1995-04-06|1995-07-18|DELIVER IN PERSON|AIR|unusual accounts. fluffi|
+1092|153|5|2|1|1053.15|0.01|0.06|A|F|1995-03-10|1995-04-21|1995-04-06|COLLECT COD|RAIL|lent, pending requests-- requests nag accor|
+1092|161|8|3|28|29712.48|0.05|0.08|R|F|1995-04-08|1995-05-01|1995-05-02|DELIVER IN PERSON|FOB|affix carefully. u|
+1092|86|7|4|2|1972.16|0.05|0.07|R|F|1995-04-09|1995-05-12|1995-05-03|TAKE BACK RETURN|TRUCK|ans. slyly eve|
+1093|87|8|1|7|6909.56|0.04|0.02|N|O|1997-11-24|1997-09-23|1997-11-25|TAKE BACK RETURN|SHIP|bold deposits. blithely ironic depos|
+1093|177|5|2|37|39855.29|0.08|0.04|N|O|1997-11-06|1997-10-08|1997-11-22|COLLECT COD|FOB|le furiously across the carefully sp|
+1093|61|2|3|34|32676.04|0.01|0.06|N|O|1997-11-07|1997-09-06|1997-11-28|TAKE BACK RETURN|REG AIR|sits. express accounts play carefully. bol|
+1094|115|6|1|9|9135.99|0.07|0.06|N|O|1997-12-28|1998-03-16|1998-01-18|DELIVER IN PERSON|AIR|as. slyly pe|
+1095|137|3|1|33|34225.29|0.01|0.02|N|O|1995-10-03|1995-09-22|1995-10-13|NONE|MAIL|slyly around the iron|
+1095|136|2|2|24|24867.12|0.04|0.06|N|O|1995-08-24|1995-10-20|1995-09-09|COLLECT COD|TRUCK|packages nod furiously above the carefully |
+1095|156|4|3|13|13729.95|0.06|0.01|N|O|1995-08-24|1995-10-19|1995-09-02|TAKE BACK RETURN|REG AIR|ously even accounts. slyly bold a|
+1095|135|1|4|28|28983.64|0.08|0.03|N|O|1995-09-20|1995-11-18|1995-10-02|DELIVER IN PERSON|SHIP| regular pac|
+1095|112|2|5|40|40484.40|0.09|0.03|N|O|1995-10-18|1995-11-14|1995-11-09|NONE|MAIL| bold accounts haggle slyly furiously even|
+1095|181|2|6|37|40003.66|0.07|0.08|N|O|1995-10-04|1995-11-13|1995-10-12|NONE|SHIP|. quickly even dolphins sle|
+1120|178|8|1|10|10781.70|0.08|0.05|N|O|1997-12-17|1998-01-21|1997-12-23|DELIVER IN PERSON|MAIL|dependencies. blithel|
+1120|20|1|2|49|45080.98|0.01|0.07|N|O|1998-01-03|1998-02-02|1998-01-09|TAKE BACK RETURN|RAIL|heodolites. quick re|
+1120|76|6|3|21|20497.47|0.06|0.01|N|O|1998-01-11|1998-02-04|1998-01-19|COLLECT COD|REG AIR|s: fluffily even packages c|
+1120|46|9|4|22|20812.88|0.09|0.08|N|O|1997-11-15|1998-01-25|1997-12-07|TAKE BACK RETURN|REG AIR|ons. slyly silent requests sleep silent|
+1120|83|4|5|10|9830.80|0.07|0.08|N|O|1997-11-10|1998-02-01|1997-11-28|TAKE BACK RETURN|AIR|ages haggle furiously |
+1121|168|3|1|42|44862.72|0.04|0.05|N|O|1997-03-05|1997-03-18|1997-03-14|DELIVER IN PERSON|SHIP|nts are slyly special packages. f|
+1121|161|10|2|27|28651.32|0.08|0.00|N|O|1997-05-08|1997-03-28|1997-05-14|NONE|MAIL|ly ironic accounts cajole slyly abou|
+1121|157|5|3|10|10571.50|0.00|0.04|N|O|1997-04-17|1997-03-18|1997-05-02|TAKE BACK RETURN|RAIL|dencies. quickly regular theodolites n|
+1121|166|1|4|29|30918.64|0.02|0.01|N|O|1997-03-07|1997-04-02|1997-04-01|DELIVER IN PERSON|REG AIR| use furiously. quickly silent package|
+1121|30|9|5|47|43711.41|0.09|0.03|N|O|1997-04-27|1997-03-28|1997-05-14|COLLECT COD|FOB|ly idle, i|
+1121|200|1|6|50|55010.00|0.06|0.03|N|O|1997-04-21|1997-02-16|1997-04-25|NONE|TRUCK|odolites. slyly even accounts|
+1121|80|8|7|37|36262.96|0.06|0.01|N|O|1997-02-27|1997-03-04|1997-03-02|COLLECT COD|RAIL|special packages. fluffily final requests s|
+1122|92|6|1|8|7936.72|0.10|0.06|N|O|1997-02-02|1997-04-03|1997-02-22|TAKE BACK RETURN|RAIL|c foxes are along the slyly r|
+1122|182|3|2|29|31383.22|0.05|0.04|N|O|1997-05-07|1997-04-07|1997-05-15|COLLECT COD|SHIP|ptotes. quickl|
+1122|147|6|3|25|26178.50|0.09|0.01|N|O|1997-03-21|1997-03-03|1997-04-07|TAKE BACK RETURN|RAIL|d furiously. pinto |
+1122|106|9|4|40|40244.00|0.08|0.08|N|O|1997-02-07|1997-03-25|1997-02-25|NONE|REG AIR|packages sleep after the asym|
+1122|151|2|5|15|15767.25|0.05|0.03|N|O|1997-04-15|1997-03-15|1997-05-07|COLLECT COD|SHIP|olve blithely regular, |
+1122|162|7|6|24|25491.84|0.04|0.01|N|O|1997-03-08|1997-02-20|1997-04-05|NONE|RAIL|blithely requests. slyly pending r|
+1122|1|6|7|38|34238.00|0.00|0.08|N|O|1997-01-23|1997-04-02|1997-02-16|NONE|TRUCK|t theodolites sleep. even, ironic|
+1123|12|2|1|10|9120.10|0.05|0.08|N|O|1996-11-12|1996-10-04|1996-11-30|NONE|MAIL|ckages are above the depths. slyly ir|
+1123|178|8|2|39|42048.63|0.03|0.08|N|O|1996-08-25|1996-10-21|1996-09-04|DELIVER IN PERSON|REG AIR|rding to the furiously ironic requests: r|
+1123|101|4|3|38|38041.80|0.03|0.08|N|O|1996-09-23|1996-10-04|1996-09-27|DELIVER IN PERSON|FOB| blithely carefully unusual reques|
+1124|198|2|1|1|1098.19|0.09|0.08|N|O|1998-10-06|1998-10-02|1998-10-30|NONE|REG AIR| instructions cajole qu|
+1124|6|1|2|13|11778.00|0.05|0.04|N|O|1998-09-05|1998-10-03|1998-09-30|DELIVER IN PERSON|SHIP|t the slyly |
+1124|93|5|3|35|34758.15|0.10|0.05|N|O|1998-11-25|1998-10-08|1998-12-25|TAKE BACK RETURN|AIR|ut the slyly bold pinto beans; fi|
+1124|50|1|4|25|23751.25|0.08|0.05|N|O|1998-08-05|1998-10-14|1998-08-11|NONE|MAIL|ggle slyly according|
+1124|75|5|5|33|32177.31|0.05|0.04|N|O|1998-10-19|1998-09-17|1998-10-26|TAKE BACK RETURN|SHIP|eposits sleep slyly. stealthily f|
+1124|27|6|6|43|39861.86|0.01|0.03|N|O|1998-09-19|1998-10-28|1998-10-10|COLLECT COD|MAIL|across the |
+1124|95|6|7|1|995.09|0.09|0.01|N|O|1998-10-07|1998-08-31|1998-10-12|NONE|TRUCK|ly bold accou|
+1125|133|4|1|4|4132.52|0.08|0.02|A|F|1994-12-10|1994-12-28|1994-12-30|NONE|MAIL| quickly express packages a|
+1125|138|9|2|24|24915.12|0.10|0.03|R|F|1995-01-31|1994-12-02|1995-02-20|COLLECT COD|AIR|es about the slyly s|
+1125|122|7|3|26|26575.12|0.05|0.04|A|F|1995-02-24|1995-01-18|1995-03-05|COLLECT COD|TRUCK|l instruction|
+1125|98|1|4|29|28944.61|0.06|0.00|A|F|1994-11-29|1994-12-20|1994-12-10|DELIVER IN PERSON|RAIL| platelets wake against the carefully i|
+1126|36|2|1|44|41185.32|0.08|0.03|N|O|1998-05-07|1998-04-02|1998-05-29|NONE|TRUCK|es. carefully special|
+1126|58|3|2|7|6706.35|0.06|0.01|N|O|1998-05-02|1998-03-22|1998-05-21|COLLECT COD|MAIL|ons. final, unusual|
+1126|147|10|3|14|14659.96|0.07|0.07|N|O|1998-04-17|1998-04-15|1998-05-12|DELIVER IN PERSON|TRUCK|nstructions. blithe|
+1127|43|10|1|35|33006.40|0.02|0.03|N|O|1995-11-25|1995-11-03|1995-12-17|NONE|TRUCK|l instructions boost blithely according |
+1127|110|5|2|38|38384.18|0.09|0.05|N|O|1995-11-07|1995-11-11|1995-11-26|DELIVER IN PERSON|RAIL|. never final packages boost acro|
+1127|20|1|3|29|26680.58|0.09|0.07|N|O|1995-09-20|1995-11-21|1995-10-11|DELIVER IN PERSON|REG AIR|y. blithely r|
+1127|175|6|4|7|7526.19|0.07|0.05|N|O|1995-11-05|1995-11-02|1995-11-11|DELIVER IN PERSON|FOB| idly pending pains |
+1152|9|10|1|23|20907.00|0.06|0.04|A|F|1994-10-14|1994-10-22|1994-10-21|DELIVER IN PERSON|MAIL|equests alongside of the unusual |
+1152|100|2|2|25|25002.50|0.04|0.08|R|F|1994-10-20|1994-09-18|1994-10-28|DELIVER IN PERSON|REG AIR|efully ironic accounts. sly instructions wa|
+1152|42|9|3|6|5652.24|0.07|0.03|A|F|1994-12-07|1994-11-05|1994-12-25|DELIVER IN PERSON|FOB|p furiously; packages above th|
+1153|86|7|1|15|14791.20|0.00|0.08|N|O|1996-04-24|1996-07-17|1996-04-29|TAKE BACK RETURN|SHIP|uctions boost fluffily according to|
+1153|169|8|2|50|53458.00|0.00|0.07|N|O|1996-06-27|1996-07-13|1996-07-05|COLLECT COD|REG AIR|ronic asymptotes nag slyly. |
+1153|44|5|3|25|23601.00|0.00|0.05|N|O|1996-06-18|1996-06-28|1996-07-09|NONE|TRUCK| theodolites|
+1153|92|3|4|43|42659.87|0.01|0.00|N|O|1996-06-09|1996-06-01|1996-07-04|DELIVER IN PERSON|MAIL|special instructions are. unusual, final du|
+1153|142|5|5|45|46896.30|0.00|0.02|N|O|1996-06-18|1996-06-20|1996-07-03|TAKE BACK RETURN|AIR|oss the ex|
+1153|136|7|6|26|26939.38|0.02|0.03|N|O|1996-08-16|1996-07-12|1996-09-08|NONE|MAIL|kages haggle carefully. f|
+1153|192|4|7|5|5460.95|0.02|0.03|N|O|1996-05-03|1996-06-12|1996-05-28|TAKE BACK RETURN|FOB|special excuses promi|
+1154|143|10|1|31|32337.34|0.06|0.06|A|F|1992-04-17|1992-04-26|1992-05-17|COLLECT COD|AIR|ithely. final, blithe |
+1154|148|7|2|50|52407.00|0.07|0.06|A|F|1992-04-22|1992-04-21|1992-05-01|NONE|TRUCK|ove the furiously bold Tires|
+1154|97|1|3|5|4985.45|0.09|0.04|A|F|1992-06-07|1992-05-07|1992-07-05|DELIVER IN PERSON|MAIL|the furiously |
+1154|1|2|4|35|31535.00|0.00|0.07|A|F|1992-03-30|1992-04-02|1992-04-21|DELIVER IN PERSON|TRUCK|the carefully regular pinto beans boost|
+1154|36|2|5|18|16848.54|0.02|0.03|A|F|1992-02-26|1992-03-24|1992-03-20|TAKE BACK RETURN|REG AIR|y regular excuses cajole blithely. fi|
+1154|196|8|6|50|54809.50|0.06|0.03|A|F|1992-03-04|1992-04-01|1992-04-01|TAKE BACK RETURN|TRUCK| even, special |
+1155|70|1|1|4|3880.28|0.09|0.05|N|O|1997-10-19|1997-12-09|1997-11-02|DELIVER IN PERSON|SHIP|ic foxes according to the carefully final |
+1155|196|9|2|39|42751.41|0.08|0.05|N|O|1998-01-29|1998-01-03|1998-02-01|COLLECT COD|TRUCK|ckly final pinto beans was.|
+1155|147|4|3|23|24084.22|0.08|0.03|N|O|1997-11-24|1997-11-28|1997-12-06|DELIVER IN PERSON|FOB|ly unusual packages. iro|
+1155|140|1|4|12|12481.68|0.01|0.06|N|O|1997-11-01|1998-01-03|1997-11-19|DELIVER IN PERSON|RAIL|packages do|
+1155|5|2|5|49|44345.00|0.04|0.08|N|O|1997-12-07|1997-12-30|1997-12-08|NONE|AIR|ccounts are alongside of t|
+1156|87|8|1|15|14806.20|0.07|0.06|N|O|1996-12-21|1997-01-03|1997-01-10|TAKE BACK RETURN|AIR|the furiously pen|
+1156|33|4|2|21|19593.63|0.02|0.08|N|O|1996-11-07|1997-01-14|1996-12-03|NONE|AIR|dolphins. fluffily ironic packages sleep re|
+1156|12|2|3|29|26448.29|0.09|0.06|N|O|1997-01-24|1996-12-26|1997-02-04|DELIVER IN PERSON|TRUCK|ts sleep sly|
+1156|172|3|4|42|45031.14|0.02|0.00|N|O|1997-01-18|1997-01-12|1997-02-13|NONE|REG AIR|s. quickly bold pains are|
+1156|74|4|5|49|47729.43|0.04|0.01|N|O|1996-11-16|1996-12-02|1996-12-05|COLLECT COD|AIR|ithely unusual in|
+1156|195|9|6|42|45997.98|0.02|0.06|N|O|1997-01-27|1997-01-09|1997-01-28|DELIVER IN PERSON|MAIL|even requests boost ironic deposits. pe|
+1156|47|6|7|20|18940.80|0.08|0.07|N|O|1997-01-01|1997-01-06|1997-01-16|COLLECT COD|MAIL|deposits sleep bravel|
+1157|49|2|1|16|15184.64|0.06|0.00|N|O|1998-04-12|1998-03-09|1998-04-23|DELIVER IN PERSON|MAIL|tions hang|
+1157|83|4|2|4|3932.32|0.10|0.05|N|O|1998-02-24|1998-03-30|1998-03-24|DELIVER IN PERSON|SHIP|ounts. ironic deposits|
+1157|48|7|3|8|7584.32|0.02|0.00|N|O|1998-03-25|1998-03-16|1998-03-29|NONE|REG AIR|blithely even pa|
+1157|77|8|4|46|44945.22|0.07|0.08|N|O|1998-04-19|1998-03-13|1998-04-23|NONE|FOB|slyly regular excuses. accounts|
+1157|160|5|5|14|14842.24|0.03|0.03|N|O|1998-04-17|1998-03-03|1998-05-01|NONE|FOB|theodolites. fluffily re|
+1158|45|2|1|5|4725.20|0.02|0.04|N|O|1996-10-20|1996-07-30|1996-11-14|COLLECT COD|AIR|symptotes along the care|
+1158|157|9|2|23|24314.45|0.00|0.08|N|O|1996-10-21|1996-08-19|1996-10-31|COLLECT COD|MAIL|ularly ironic requests use care|
+1159|109|10|1|39|39354.90|0.01|0.00|A|F|1992-11-20|1992-10-28|1992-12-18|TAKE BACK RETURN|FOB| blithely express reques|
+1159|96|9|2|7|6972.63|0.08|0.00|A|F|1992-11-25|1992-10-27|1992-12-20|NONE|AIR|olve somet|
+1159|98|10|3|11|10978.99|0.10|0.03|R|F|1992-12-09|1992-12-07|1992-12-18|DELIVER IN PERSON|MAIL|h furiousl|
+1184|47|4|1|27|25570.08|0.01|0.00|N|O|1998-01-10|1997-12-02|1998-02-06|TAKE BACK RETURN|REG AIR|s wake fluffily. fl|
+1184|147|10|2|4|4188.56|0.04|0.03|N|O|1997-12-25|1998-01-24|1998-01-18|DELIVER IN PERSON|RAIL| express packages. slyly expres|
+1184|164|5|3|7|7449.12|0.05|0.00|N|O|1998-02-14|1998-01-06|1998-03-11|COLLECT COD|TRUCK|ckly warthogs. blithely bold foxes hag|
+1184|126|9|4|3|3078.36|0.02|0.05|N|O|1998-01-15|1997-12-19|1998-02-02|NONE|REG AIR|ar packages. final packages cajol|
+1185|72|1|1|8|7776.56|0.01|0.06|A|F|1992-12-05|1992-10-05|1992-12-28|DELIVER IN PERSON|MAIL|ely according to the furiously regular r|
+1185|31|2|2|28|26068.84|0.07|0.06|A|F|1992-09-24|1992-10-07|1992-10-10|DELIVER IN PERSON|REG AIR|ke. slyly regular t|
+1185|190|1|3|12|13082.28|0.05|0.06|R|F|1992-10-12|1992-09-26|1992-11-11|NONE|REG AIR|instructions. daringly pend|
+1186|3|4|1|28|25284.00|0.08|0.07|N|O|1996-12-08|1996-10-17|1996-12-15|TAKE BACK RETURN|TRUCK|ffily spec|
+1186|92|5|2|11|10912.99|0.07|0.05|N|O|1996-10-03|1996-10-21|1996-10-17|DELIVER IN PERSON|AIR|s haggle furiously; slyl|
+1186|101|2|3|20|20022.00|0.07|0.07|N|O|1996-08-20|1996-10-23|1996-09-05|COLLECT COD|FOB|ely alongside of the blithel|
+1186|106|7|4|27|27164.70|0.06|0.04|N|O|1996-10-08|1996-11-06|1996-10-09|TAKE BACK RETURN|SHIP|accounts. express, e|
+1187|178|6|1|29|31266.93|0.01|0.04|R|F|1992-12-10|1993-02-09|1992-12-29|TAKE BACK RETURN|RAIL|riously express ac|
+1187|131|7|2|15|15466.95|0.03|0.04|A|F|1992-12-22|1993-01-13|1993-01-01|NONE|TRUCK|ests. foxes wake. carefu|
+1187|78|8|3|40|39122.80|0.08|0.06|R|F|1993-03-05|1992-12-31|1993-03-12|NONE|TRUCK|ar, brave deposits nag blithe|
+1188|115|9|1|2|2030.22|0.00|0.04|N|O|1996-05-22|1996-05-23|1996-06-06|COLLECT COD|RAIL|its breach blit|
+1188|113|4|2|9|9117.99|0.01|0.08|N|O|1996-08-04|1996-06-04|1996-08-19|NONE|REG AIR|ow carefully ironic d|
+1188|179|10|3|41|44245.97|0.07|0.04|N|O|1996-06-29|1996-05-21|1996-07-21|TAKE BACK RETURN|TRUCK|althy packages. fluffily unusual ideas h|
+1189|51|2|1|23|21874.15|0.06|0.00|R|F|1994-07-25|1994-06-07|1994-08-02|COLLECT COD|FOB|s. fluffy Tiresias run quickly. bra|
+1189|105|2|2|32|32163.20|0.09|0.02|R|F|1994-05-06|1994-07-03|1994-05-15|TAKE BACK RETURN|FOB|e regular deposits. quickly quiet deposi|
+1189|57|5|3|22|21055.10|0.05|0.03|R|F|1994-06-09|1994-06-29|1994-06-23|DELIVER IN PERSON|TRUCK|quickly unusual platelets lose forges. ca|
+1190|84|5|1|32|31490.56|0.07|0.06|N|O|1997-05-08|1997-04-17|1997-06-01|COLLECT COD|FOB|y final packages? slyly even|
+1191|49|6|1|29|27522.16|0.00|0.04|N|O|1996-01-24|1996-01-28|1996-02-17|COLLECT COD|AIR| regular pin|
+1216|97|1|1|8|7976.72|0.03|0.04|R|F|1993-02-01|1993-03-06|1993-02-08|TAKE BACK RETURN|TRUCK| of the carefully express|
+1216|75|3|2|48|46803.36|0.10|0.01|R|F|1993-01-17|1993-02-01|1993-02-13|COLLECT COD|SHIP|symptotes use against th|
+1216|42|3|3|18|16956.72|0.00|0.03|A|F|1993-01-20|1993-01-28|1993-02-02|COLLECT COD|MAIL|y final packages nod |
+1217|60|5|1|45|43202.70|0.07|0.02|A|F|1992-07-01|1992-06-23|1992-07-06|COLLECT COD|AIR|riously close ideas|
+1218|140|6|1|16|16642.24|0.04|0.07|A|F|1994-06-26|1994-08-07|1994-06-30|TAKE BACK RETURN|FOB|ven realms be|
+1218|94|6|2|41|40757.69|0.06|0.06|R|F|1994-08-04|1994-08-05|1994-08-11|TAKE BACK RETURN|SHIP|dolphins. theodolites beyond th|
+1218|48|7|3|44|41713.76|0.07|0.06|A|F|1994-10-05|1994-09-03|1994-10-30|COLLECT COD|TRUCK|thely ironic accounts wake slyly|
+1218|42|9|4|1|942.04|0.01|0.08|R|F|1994-09-15|1994-09-07|1994-10-03|COLLECT COD|TRUCK|press furio|
+1219|132|3|1|6|6192.78|0.08|0.04|N|O|1995-11-13|1995-12-24|1995-11-18|NONE|MAIL|pecial, ironic requ|
+1219|129|4|2|4|4116.48|0.01|0.04|N|O|1995-11-24|1995-11-22|1995-12-07|TAKE BACK RETURN|SHIP|lly quick requests. blithely even h|
+1220|169|4|1|25|26729.00|0.10|0.03|N|O|1996-10-15|1996-11-07|1996-11-06|COLLECT COD|REG AIR| regular orbi|
+1220|160|5|2|36|38165.76|0.01|0.02|N|O|1996-12-10|1996-11-14|1997-01-07|COLLECT COD|SHIP|ar packages. blithely final acc|
+1220|37|8|3|3|2811.09|0.08|0.06|N|O|1996-09-06|1996-11-03|1996-09-10|COLLECT COD|REG AIR| final theodolites. blithely silent |
+1220|6|1|4|36|32616.00|0.07|0.03|N|O|1996-12-12|1996-10-03|1996-12-15|TAKE BACK RETURN|TRUCK|unusual, silent pinto beans aga|
+1220|49|2|5|25|23726.00|0.03|0.08|N|O|1996-09-11|1996-10-09|1996-09-25|DELIVER IN PERSON|RAIL|packages affi|
+1221|81|2|1|43|42186.44|0.05|0.05|R|F|1992-06-22|1992-07-15|1992-07-20|DELIVER IN PERSON|FOB|y slyly above the slyly unusual ideas|
+1221|170|1|2|12|12842.04|0.00|0.08|R|F|1992-08-07|1992-06-24|1992-08-13|COLLECT COD|AIR|yly ironic |
+1221|69|6|3|3|2907.18|0.10|0.08|R|F|1992-07-01|1992-06-04|1992-07-27|COLLECT COD|TRUCK|ing to the fluffily|
+1221|120|10|4|41|41824.92|0.06|0.02|A|F|1992-04-28|1992-07-02|1992-05-19|NONE|RAIL|ns. bold deposit|
+1221|108|1|5|13|13105.30|0.10|0.00|R|F|1992-08-01|1992-06-29|1992-08-27|TAKE BACK RETURN|AIR|ajole furiously. blithely expres|
+1221|85|6|6|7|6895.56|0.08|0.06|A|F|1992-06-27|1992-06-16|1992-07-23|TAKE BACK RETURN|RAIL|xpress accounts |
+1222|72|10|1|12|11664.84|0.09|0.02|A|F|1993-02-12|1993-03-14|1993-03-12|TAKE BACK RETURN|RAIL|s print permanently unusual packages. |
+1222|159|7|2|12|12709.80|0.08|0.01|A|F|1993-05-05|1993-03-27|1993-05-18|TAKE BACK RETURN|REG AIR| furiously bold instructions|
+1222|8|1|3|26|23608.00|0.02|0.08|R|F|1993-02-13|1993-03-20|1993-02-22|TAKE BACK RETURN|MAIL|, even accounts are ironic|
+1223|100|1|1|28|28002.80|0.10|0.06|N|O|1996-08-07|1996-07-24|1996-08-13|TAKE BACK RETURN|MAIL| quickly ironic requests. furious|
+1248|164|5|1|45|47887.20|0.00|0.08|A|F|1992-04-17|1992-03-31|1992-05-13|NONE|RAIL|ter the pending pl|
+1248|151|9|2|37|38892.55|0.06|0.06|R|F|1992-01-26|1992-02-05|1992-02-13|COLLECT COD|TRUCK|. final requests integrate quickly. blit|
+1248|56|8|3|26|24857.30|0.09|0.06|A|F|1992-01-16|1992-03-01|1992-02-06|TAKE BACK RETURN|AIR| ironic dependen|
+1248|156|7|4|49|51751.35|0.02|0.01|A|F|1992-04-24|1992-02-18|1992-05-03|TAKE BACK RETURN|AIR|beans run quickly according to the carefu|
+1248|122|7|5|20|20442.40|0.08|0.00|A|F|1992-03-12|1992-03-23|1992-04-07|TAKE BACK RETURN|AIR|nal foxes cajole carefully slyl|
+1248|62|9|6|30|28861.80|0.10|0.01|R|F|1992-02-01|1992-03-24|1992-02-08|TAKE BACK RETURN|MAIL|fily special foxes kindle am|
+1249|59|4|1|49|46993.45|0.07|0.05|A|F|1994-03-03|1994-02-28|1994-03-08|NONE|RAIL|ffily express theodo|
+1250|2|3|1|15|13530.00|0.10|0.06|A|F|1992-11-05|1992-12-17|1992-12-03|TAKE BACK RETURN|SHIP| regular, i|
+1251|4|5|1|37|33448.00|0.08|0.08|N|O|1997-12-21|1998-01-12|1997-12-26|COLLECT COD|AIR|. furiously|
+1251|78|9|2|36|35210.52|0.07|0.04|N|O|1997-11-29|1998-01-07|1997-12-03|TAKE BACK RETURN|RAIL|y ironic Tiresias are slyly furio|
+1251|99|3|3|37|36966.33|0.09|0.02|N|O|1998-01-11|1997-12-01|1998-01-23|DELIVER IN PERSON|RAIL|finally bold requests|
+1251|150|9|4|7|7351.05|0.07|0.00|N|O|1998-01-08|1997-12-27|1998-01-18|COLLECT COD|MAIL|riously pe|
+1251|188|9|5|1|1088.18|0.02|0.03|N|O|1997-12-08|1998-01-06|1998-01-01|DELIVER IN PERSON|REG AIR| use quickly final packages. iron|
+1252|87|8|1|13|12832.04|0.10|0.01|N|O|1997-09-07|1997-09-12|1997-10-01|COLLECT COD|REG AIR|sts dazzle|
+1252|111|8|2|27|27299.97|0.00|0.08|N|O|1997-10-22|1997-10-10|1997-11-10|TAKE BACK RETURN|REG AIR|packages hag|
+1252|40|1|3|19|17860.76|0.07|0.02|N|O|1997-10-13|1997-10-23|1997-10-18|NONE|AIR|ts wake carefully-- packages sleep. quick |
+1252|92|4|4|11|10912.99|0.10|0.01|N|O|1997-10-16|1997-09-22|1997-10-28|COLLECT COD|AIR|s are. slyly final requests among the|
+1252|79|10|5|26|25455.82|0.05|0.05|N|O|1997-08-05|1997-10-24|1997-08-07|DELIVER IN PERSON|SHIP|onic pinto beans haggle furiously |
+1253|180|8|1|14|15122.52|0.00|0.06|R|F|1993-04-03|1993-04-16|1993-04-27|TAKE BACK RETURN|MAIL|lar foxes sleep furiously final, final pack|
+1253|54|9|2|13|12402.65|0.01|0.06|A|F|1993-03-05|1993-04-26|1993-03-08|DELIVER IN PERSON|FOB|al packages|
+1253|70|1|3|22|21341.54|0.05|0.06|A|F|1993-02-23|1993-04-06|1993-03-07|TAKE BACK RETURN|SHIP|telets cajole alongside of the final reques|
+1253|176|5|4|23|24751.91|0.09|0.02|R|F|1993-04-18|1993-04-18|1993-05-07|COLLECT COD|FOB| the slyly silent re|
+1253|114|8|5|19|19268.09|0.05|0.05|A|F|1993-04-01|1993-04-22|1993-04-14|TAKE BACK RETURN|AIR|al pinto bea|
+1254|193|5|1|6|6559.14|0.08|0.01|N|O|1996-02-02|1996-03-21|1996-02-29|NONE|REG AIR|lithely even deposits eat!|
+1254|200|3|2|47|51709.40|0.05|0.06|N|O|1996-03-07|1996-02-20|1996-04-05|COLLECT COD|MAIL| platelets cajol|
+1254|135|6|3|35|36229.55|0.05|0.06|N|O|1996-04-08|1996-02-29|1996-04-18|DELIVER IN PERSON|FOB|ckages boost. furious warhorses cajole|
+1255|192|4|1|12|13106.28|0.00|0.02|A|F|1994-08-17|1994-06-29|1994-09-04|TAKE BACK RETURN|REG AIR| regular, express accounts are |
+1255|194|8|2|46|50332.74|0.07|0.05|R|F|1994-07-06|1994-07-14|1994-08-05|NONE|MAIL|ons nag qui|
+1280|129|8|1|17|17495.04|0.01|0.01|A|F|1993-02-04|1993-04-10|1993-02-07|NONE|FOB|ructions integrate across the th|
+1280|189|10|2|6|6535.08|0.05|0.06|R|F|1993-03-30|1993-02-16|1993-04-18|DELIVER IN PERSON|AIR|gular deposits |
+1280|33|4|3|13|12129.39|0.03|0.02|R|F|1993-03-06|1993-03-11|1993-03-18|DELIVER IN PERSON|TRUCK|blithely final accounts use evenly |
+1280|175|3|4|5|5375.85|0.06|0.03|R|F|1993-02-03|1993-02-11|1993-02-23|DELIVER IN PERSON|AIR|beans haggle. quickly bold instructions h|
+1280|52|10|5|24|22849.20|0.07|0.02|R|F|1993-03-20|1993-03-01|1993-04-09|COLLECT COD|RAIL|y pending orbits boost after the slyly|
+1280|66|3|6|9|8694.54|0.00|0.05|R|F|1993-04-18|1993-03-28|1993-05-04|DELIVER IN PERSON|FOB|usual accou|
+1280|92|6|7|19|18849.71|0.02|0.06|A|F|1993-02-07|1993-02-28|1993-02-12|NONE|TRUCK|lyly along the furiously regular |
+1281|138|4|1|33|34258.29|0.07|0.08|R|F|1995-02-01|1995-01-18|1995-03-03|NONE|REG AIR|dencies. thinly final pinto beans wake|
+1281|7|2|2|37|33559.00|0.08|0.03|A|F|1995-03-19|1995-02-02|1995-03-27|NONE|AIR|ounts detect|
+1281|94|7|3|2|1988.18|0.05|0.06|A|F|1994-12-27|1995-01-26|1995-01-21|TAKE BACK RETURN|FOB|ly unusual requests. final reques|
+1281|154|2|4|38|40057.70|0.04|0.06|R|F|1995-03-28|1995-01-11|1995-04-14|TAKE BACK RETURN|MAIL| ideas-- blithely regular|
+1281|152|10|5|13|13677.95|0.03|0.07|A|F|1995-02-06|1995-02-13|1995-02-18|DELIVER IN PERSON|TRUCK|fully final platelets wa|
+1281|50|9|6|4|3800.20|0.07|0.04|R|F|1995-03-15|1995-02-21|1995-03-20|NONE|SHIP|ggle against the even requests. requests |
+1281|78|6|7|43|42057.01|0.10|0.02|R|F|1995-01-28|1995-02-08|1995-02-10|DELIVER IN PERSON|AIR|final accounts. final packages slee|
+1282|23|4|1|14|12922.28|0.04|0.02|R|F|1992-06-29|1992-04-05|1992-07-21|TAKE BACK RETURN|REG AIR|ecial deposit|
+1282|30|9|2|10|9300.30|0.09|0.06|R|F|1992-04-10|1992-04-16|1992-05-01|DELIVER IN PERSON|SHIP|r theodolite|
+1282|160|1|3|19|20143.04|0.01|0.03|R|F|1992-05-07|1992-04-07|1992-05-13|NONE|RAIL|ts x-ray across the furi|
+1282|59|10|4|19|18221.95|0.00|0.05|A|F|1992-06-20|1992-04-17|1992-07-05|DELIVER IN PERSON|REG AIR|nto beans. carefully close theodo|
+1283|93|7|1|47|46675.23|0.05|0.03|N|O|1996-10-21|1996-10-29|1996-11-12|DELIVER IN PERSON|TRUCK|even instructions boost slyly blithely |
+1283|106|1|2|1|1006.10|0.00|0.08|N|O|1996-10-07|1996-10-12|1996-10-08|NONE|RAIL|d the sauternes. slyly ev|
+1283|138|4|3|18|18686.34|0.02|0.01|N|O|1996-10-14|1996-11-07|1996-10-22|DELIVER IN PERSON|AIR|equests use along the fluff|
+1283|192|4|4|40|43687.60|0.07|0.03|N|O|1996-11-09|1996-11-23|1996-11-28|NONE|MAIL|riously. even, ironic instructions after|
+1283|124|9|5|43|44037.16|0.01|0.04|N|O|1996-09-29|1996-11-19|1996-10-26|TAKE BACK RETURN|RAIL|requests sleep slyly about the |
+1283|8|5|6|30|27240.00|0.06|0.07|N|O|1996-11-22|1996-11-22|1996-12-15|COLLECT COD|TRUCK|t the fluffily|
+1283|197|8|7|21|23040.99|0.04|0.03|N|O|1996-09-12|1996-10-02|1996-10-12|NONE|REG AIR|fully regular |
+1284|178|7|1|49|52830.33|0.00|0.06|N|O|1996-04-11|1996-03-04|1996-04-16|NONE|MAIL|lar packages. special packages ac|
+1284|6|7|2|4|3624.00|0.07|0.06|N|O|1996-02-29|1996-02-11|1996-03-01|TAKE BACK RETURN|TRUCK| regular asymptotes. |
+1284|133|4|3|39|40292.07|0.08|0.00|N|O|1996-01-11|1996-02-07|1996-02-05|COLLECT COD|MAIL|even accoun|
+1284|59|10|4|1|959.05|0.01|0.07|N|O|1996-04-28|1996-04-02|1996-05-08|DELIVER IN PERSON|SHIP|al packages use carefully express de|
+1284|34|5|5|9|8406.27|0.05|0.06|N|O|1996-03-03|1996-03-19|1996-04-01|DELIVER IN PERSON|REG AIR|after the pending|
+1285|22|3|1|12|11064.24|0.00|0.06|A|F|1992-06-21|1992-08-16|1992-07-12|COLLECT COD|MAIL|ss foxes. blithe theodolites cajole slyly|
+1285|143|10|2|45|46941.30|0.01|0.02|R|F|1992-09-05|1992-08-08|1992-10-02|COLLECT COD|REG AIR| special requests haggle blithely.|
+1285|189|10|3|4|4356.72|0.09|0.06|A|F|1992-07-20|1992-08-17|1992-07-26|DELIVER IN PERSON|FOB|l packages sleep slyly quiet i|
+1285|188|9|4|39|42439.02|0.05|0.01|A|F|1992-09-15|1992-08-05|1992-10-05|DELIVER IN PERSON|TRUCK|uctions. car|
+1285|84|5|5|33|32474.64|0.00|0.08|R|F|1992-09-08|1992-08-25|1992-09-16|NONE|SHIP|ites affix|
+1286|178|9|1|49|52830.33|0.08|0.01|R|F|1993-06-24|1993-08-12|1993-06-26|DELIVER IN PERSON|SHIP|gged accoun|
+1286|49|6|2|48|45553.92|0.01|0.04|A|F|1993-07-11|1993-07-11|1993-08-01|COLLECT COD|TRUCK|unts alongs|
+1286|189|10|3|11|11980.98|0.03|0.04|R|F|1993-08-08|1993-07-30|1993-09-05|DELIVER IN PERSON|FOB| slyly even packages. requ|
+1286|184|5|4|37|40114.66|0.00|0.02|R|F|1993-05-27|1993-07-11|1993-06-01|COLLECT COD|SHIP|lyly ironic pinto beans cajole furiously s|
+1286|165|10|5|14|14912.24|0.00|0.01|R|F|1993-05-23|1993-08-09|1993-06-01|NONE|REG AIR|blithely bo|
+1286|146|5|6|41|42891.74|0.04|0.05|R|F|1993-08-02|1993-08-06|1993-08-07|TAKE BACK RETURN|FOB| the furiously expre|
+1287|174|3|1|35|37595.95|0.09|0.06|A|F|1994-09-07|1994-09-12|1994-09-30|TAKE BACK RETURN|FOB|s wake unusual grou|
+1287|95|8|2|10|9950.90|0.08|0.03|R|F|1994-07-08|1994-08-28|1994-07-10|TAKE BACK RETURN|RAIL|thely alongside of the unusual, ironic pa|
+1287|1|2|3|30|27030.00|0.00|0.07|R|F|1994-07-12|1994-09-23|1994-08-07|NONE|RAIL|ar packages. even, even|
+1287|62|7|4|10|9620.60|0.01|0.05|A|F|1994-09-03|1994-08-12|1994-09-16|TAKE BACK RETURN|REG AIR|ding, regular accounts|
+1287|179|8|5|21|22662.57|0.06|0.02|A|F|1994-10-06|1994-09-25|1994-10-16|TAKE BACK RETURN|TRUCK|y quickly bold theodoli|
+1287|21|10|6|26|23946.52|0.03|0.08|R|F|1994-10-03|1994-09-27|1994-10-30|DELIVER IN PERSON|RAIL|egular foxes. theodolites nag along t|
+1312|81|2|1|9|8829.72|0.04|0.08|R|F|1994-07-19|1994-06-29|1994-07-24|TAKE BACK RETURN|MAIL|. furiously |
+1312|136|7|2|28|29011.64|0.06|0.06|A|F|1994-09-09|1994-08-01|1994-10-02|TAKE BACK RETURN|FOB|uriously final frays should use quick|
+1312|173|1|3|18|19317.06|0.03|0.07|A|F|1994-09-13|1994-07-08|1994-09-22|TAKE BACK RETURN|MAIL|. slyly ironic|
+1313|52|4|1|48|45698.40|0.01|0.03|A|F|1994-12-20|1994-10-29|1995-01-07|COLLECT COD|MAIL|s are quick|
+1314|198|10|1|5|5490.95|0.03|0.01|A|F|1994-05-26|1994-08-06|1994-05-31|TAKE BACK RETURN|AIR|equests nag across the furious|
+1314|110|5|2|39|39394.29|0.01|0.03|R|F|1994-08-09|1994-06-14|1994-08-31|TAKE BACK RETURN|TRUCK| unusual accounts slee|
+1314|41|2|3|11|10351.44|0.01|0.04|A|F|1994-05-16|1994-07-30|1994-05-31|COLLECT COD|REG AIR|tegrate furious|
+1315|96|8|1|27|26894.43|0.01|0.03|N|O|1998-07-04|1998-06-13|1998-07-28|NONE|SHIP|latelets. fluffily ironic account|
+1315|16|6|2|15|13740.15|0.05|0.01|N|O|1998-07-12|1998-06-10|1998-08-07|COLLECT COD|AIR|. foxes integrate carefully special|
+1315|168|3|3|25|26704.00|0.01|0.08|N|O|1998-06-26|1998-06-10|1998-07-06|TAKE BACK RETURN|FOB|lites. unusual foxes affi|
+1315|161|6|4|19|20162.04|0.02|0.05|N|O|1998-07-05|1998-05-23|1998-08-04|TAKE BACK RETURN|SHIP|nal, regular warhorses about the fu|
+1315|159|7|5|32|33892.80|0.10|0.05|N|O|1998-03-30|1998-06-12|1998-04-25|NONE|SHIP|neath the final p|
+1316|127|6|1|46|47247.52|0.05|0.04|A|F|1994-01-13|1994-01-24|1994-02-03|COLLECT COD|TRUCK|ges haggle of the|
+1316|79|9|2|15|14686.05|0.02|0.01|R|F|1994-03-12|1994-03-02|1994-03-14|COLLECT COD|FOB|se. furiously final depo|
+1316|198|9|3|33|36240.27|0.10|0.06|R|F|1994-03-31|1994-01-23|1994-04-20|TAKE BACK RETURN|AIR|manently; blithely special deposits|
+1316|66|3|4|15|14490.90|0.00|0.06|R|F|1993-12-17|1994-02-04|1993-12-20|NONE|RAIL|fully express dugouts. furiously silent ide|
+1316|41|2|5|40|37641.60|0.01|0.03|R|F|1994-02-04|1994-02-09|1994-02-27|NONE|REG AIR|l dugouts. co|
+1316|4|7|6|7|6328.00|0.05|0.04|A|F|1993-12-09|1994-01-12|1993-12-30|TAKE BACK RETURN|MAIL|. furiously even accounts a|
+1316|163|8|7|8|8505.28|0.10|0.04|A|F|1994-03-26|1994-02-08|1994-04-19|NONE|SHIP|packages against the express requests wa|
+1317|134|5|1|34|35160.42|0.08|0.04|N|O|1995-08-13|1995-08-08|1995-09-10|COLLECT COD|RAIL|deposits boost thinly blithely final id|
+1317|160|2|2|7|7421.12|0.05|0.01|A|F|1995-06-08|1995-08-03|1995-06-16|TAKE BACK RETURN|SHIP| pinto beans according to the final, pend|
+1317|158|9|3|26|27511.90|0.01|0.02|N|O|1995-07-13|1995-06-26|1995-08-06|COLLECT COD|RAIL|leep along th|
+1317|106|3|4|35|35213.50|0.05|0.02|N|O|1995-07-16|1995-07-07|1995-07-22|TAKE BACK RETURN|FOB|r packages impress blithely car|
+1317|150|9|5|36|37805.40|0.02|0.00|N|O|1995-09-03|1995-07-06|1995-09-04|DELIVER IN PERSON|AIR| deposits. quic|
+1318|114|4|1|24|24338.64|0.08|0.06|N|O|1998-09-27|1998-09-15|1998-10-12|TAKE BACK RETURN|AIR|ual, unusual packages. fluffy, iro|
+1318|46|3|2|26|24597.04|0.01|0.03|N|O|1998-09-26|1998-08-09|1998-10-07|DELIVER IN PERSON|FOB|ly. regular, u|
+1318|129|4|3|31|31902.72|0.01|0.04|N|O|1998-08-25|1998-07-31|1998-08-31|COLLECT COD|AIR|ve the carefully expr|
+1319|61|8|1|21|20182.26|0.03|0.04|N|O|1996-10-05|1996-12-02|1996-10-28|COLLECT COD|FOB|s: carefully express |
+1319|37|8|2|12|11244.36|0.09|0.05|N|O|1996-11-05|1996-12-12|1996-11-29|DELIVER IN PERSON|TRUCK|packages integrate furiously. expres|
+1344|141|4|1|15|15617.10|0.10|0.07|A|F|1992-06-22|1992-06-24|1992-06-23|TAKE BACK RETURN|MAIL|rding to the blithely ironic theodolite|
+1344|190|1|2|29|31615.51|0.09|0.00|A|F|1992-07-17|1992-06-07|1992-07-21|NONE|REG AIR|ffily quiet foxes wake blithely. slyly |
+1345|198|9|1|49|53811.31|0.08|0.00|A|F|1992-12-27|1993-01-23|1993-01-06|NONE|FOB|sly. furiously final accounts are blithely |
+1345|12|9|2|37|33744.37|0.10|0.07|A|F|1992-11-27|1992-12-11|1992-12-07|COLLECT COD|FOB|e slyly express requests. ironic accounts c|
+1345|57|8|3|31|29668.55|0.08|0.07|R|F|1992-12-02|1992-12-29|1992-12-14|COLLECT COD|REG AIR|. slyly silent accounts sublat|
+1346|160|8|1|29|30744.64|0.07|0.05|A|F|1992-08-18|1992-09-15|1992-09-17|TAKE BACK RETURN|REG AIR|the pinto |
+1346|125|6|2|48|49205.76|0.06|0.03|A|F|1992-09-28|1992-07-22|1992-10-13|TAKE BACK RETURN|REG AIR| along the carefully spec|
+1346|54|5|3|13|12402.65|0.10|0.04|A|F|1992-07-22|1992-08-10|1992-08-06|NONE|SHIP|arefully brave deposits into the slyly iro|
+1346|124|5|4|6|6144.72|0.02|0.02|R|F|1992-09-13|1992-07-21|1992-09-27|TAKE BACK RETURN|AIR|inst the furiously final theodolites. caref|
+1346|187|8|5|30|32615.40|0.01|0.07|R|F|1992-10-01|1992-07-22|1992-10-24|NONE|SHIP| nag blithely. unusual, ru|
+1346|16|6|6|45|41220.45|0.02|0.04|A|F|1992-09-11|1992-08-06|1992-09-12|COLLECT COD|FOB|press deposits.|
+1347|81|2|1|45|44148.60|0.02|0.05|N|O|1997-08-24|1997-09-03|1997-09-08|COLLECT COD|AIR|ages wake around t|
+1347|143|6|2|34|35466.76|0.07|0.04|N|O|1997-06-25|1997-09-08|1997-07-24|COLLECT COD|FOB|r packages. f|
+1347|185|6|3|23|24959.14|0.03|0.04|N|O|1997-07-31|1997-08-25|1997-08-21|COLLECT COD|SHIP|ronic pinto beans. express reques|
+1347|113|7|4|28|28367.08|0.01|0.00|N|O|1997-07-30|1997-07-22|1997-08-18|TAKE BACK RETURN|FOB|foxes after the blithely special i|
+1347|65|6|5|9|8685.54|0.01|0.03|N|O|1997-08-28|1997-09-16|1997-09-26|DELIVER IN PERSON|AIR| detect blithely above the fina|
+1347|153|8|6|21|22116.15|0.06|0.04|N|O|1997-10-10|1997-08-16|1997-11-02|NONE|FOB|g pinto beans affix car|
+1347|51|3|7|10|9510.50|0.02|0.07|N|O|1997-07-04|1997-07-23|1997-07-05|DELIVER IN PERSON|SHIP|y ironic pin|
+1348|95|7|1|13|12936.17|0.01|0.01|N|O|1998-04-28|1998-06-05|1998-05-12|TAKE BACK RETURN|SHIP| blithely r|
+1348|22|5|2|41|37802.82|0.07|0.03|N|O|1998-05-02|1998-05-26|1998-05-09|COLLECT COD|RAIL|kages. platelets about the ca|
+1348|199|10|3|40|43967.60|0.07|0.05|N|O|1998-08-14|1998-07-10|1998-08-27|COLLECT COD|AIR|fter the regu|
+1348|98|1|4|2|1996.18|0.01|0.04|N|O|1998-05-30|1998-06-20|1998-06-05|COLLECT COD|MAIL|lly final packages use fluffily express ac|
+1349|181|2|1|1|1081.18|0.06|0.03|N|O|1998-01-07|1998-01-14|1998-02-03|COLLECT COD|REG AIR| express inst|
+1349|118|2|2|45|45814.95|0.03|0.02|N|O|1997-12-24|1998-01-17|1997-12-28|NONE|AIR| ironic, unusual deposits wake carefu|
+1350|54|9|1|21|20035.05|0.04|0.04|A|F|1993-12-17|1993-10-17|1993-12-25|COLLECT COD|REG AIR|lyly above the evenly |
+1350|44|5|2|32|30209.28|0.03|0.00|R|F|1993-11-18|1993-09-30|1993-12-16|COLLECT COD|MAIL|ic, final |
+1351|108|9|1|25|25202.50|0.06|0.04|N|O|1998-06-02|1998-05-25|1998-06-22|COLLECT COD|SHIP|iously regul|
+1376|169|8|1|22|23521.52|0.01|0.03|N|O|1997-08-05|1997-07-08|1997-09-03|NONE|REG AIR|inst the final, pending |
+1377|154|6|1|5|5270.75|0.06|0.05|N|O|1998-05-06|1998-07-08|1998-06-01|TAKE BACK RETURN|FOB| final, final grouches. accoun|
+1377|33|9|2|3|2799.09|0.10|0.04|N|O|1998-04-30|1998-07-02|1998-05-14|DELIVER IN PERSON|REG AIR|yly enticing requ|
+1377|84|5|3|26|25586.08|0.07|0.07|N|O|1998-05-28|1998-06-11|1998-06-25|COLLECT COD|SHIP|egular deposits. quickly regular acco|
+1377|121|4|4|39|39823.68|0.00|0.03|N|O|1998-07-27|1998-07-18|1998-08-13|DELIVER IN PERSON|SHIP|e ironic, regular requests. carefully |
+1377|33|9|5|19|17727.57|0.10|0.00|N|O|1998-06-20|1998-06-27|1998-07-20|NONE|AIR|ught to are bold foxes|
+1377|154|6|6|17|17920.55|0.03|0.04|N|O|1998-06-19|1998-07-20|1998-07-14|NONE|REG AIR|s must have to mold b|
+1378|197|10|1|34|37304.46|0.09|0.07|N|O|1996-07-08|1996-04-23|1996-07-09|COLLECT COD|RAIL|le furiously slyly final accounts. careful|
+1378|124|9|2|18|18434.16|0.05|0.02|N|O|1996-06-19|1996-05-16|1996-06-21|DELIVER IN PERSON|RAIL| theodolites. i|
+1378|73|4|3|11|10703.77|0.10|0.03|N|O|1996-06-07|1996-05-09|1996-07-05|COLLECT COD|TRUCK| blithely express hoc|
+1378|171|2|4|12|12854.04|0.02|0.06|N|O|1996-06-16|1996-05-23|1996-07-09|COLLECT COD|SHIP|notornis. b|
+1378|156|7|5|9|9505.35|0.06|0.05|N|O|1996-04-20|1996-04-13|1996-05-09|COLLECT COD|REG AIR|e carefully. carefully iron|
+1378|194|6|6|29|31731.51|0.05|0.05|N|O|1996-04-15|1996-04-23|1996-05-14|NONE|REG AIR|ual packages are furiously blith|
+1379|73|3|1|13|12649.91|0.04|0.01|N|O|1998-06-08|1998-07-13|1998-06-16|NONE|AIR|ully across the furiously iron|
+1379|118|2|2|50|50905.50|0.07|0.08|N|O|1998-08-31|1998-07-13|1998-09-02|TAKE BACK RETURN|FOB|olphins. ca|
+1379|13|7|3|24|21912.24|0.05|0.02|N|O|1998-07-06|1998-07-09|1998-07-29|DELIVER IN PERSON|MAIL|ages cajole carefully idly express re|
+1380|149|2|1|6|6294.84|0.00|0.04|N|O|1996-08-06|1996-10-01|1996-08-14|NONE|RAIL|e foxes. slyly specia|
+1380|141|4|2|40|41645.60|0.02|0.02|N|O|1996-10-01|1996-08-14|1996-10-20|COLLECT COD|RAIL|ly final frets. ironic,|
+1380|78|9|3|15|14671.05|0.05|0.02|N|O|1996-07-14|1996-08-12|1996-08-03|NONE|FOB|riously ironic foxes aff|
+1380|61|10|4|33|31714.98|0.04|0.07|N|O|1996-08-23|1996-10-01|1996-09-18|TAKE BACK RETURN|SHIP|e ironic, even excuses haggle |
+1381|144|1|1|47|49074.58|0.08|0.04|N|O|1998-09-22|1998-08-12|1998-10-12|DELIVER IN PERSON|AIR|ly ironic deposits|
+1381|34|10|2|12|11208.36|0.07|0.08|N|O|1998-08-13|1998-08-12|1998-08-28|TAKE BACK RETURN|AIR| furiously regular package|
+1382|162|3|1|18|19118.88|0.08|0.03|R|F|1993-08-30|1993-10-19|1993-09-03|DELIVER IN PERSON|AIR|hely regular deposits. fluffy s|
+1382|181|2|2|29|31354.22|0.08|0.04|A|F|1993-10-08|1993-11-11|1993-10-10|COLLECT COD|FOB| haggle: closely even asymptot|
+1382|178|7|3|43|46361.31|0.10|0.04|A|F|1993-09-02|1993-10-06|1993-09-15|DELIVER IN PERSON|AIR|ress deposits. slyly ironic foxes are blit|
+1382|181|2|4|11|11892.98|0.04|0.04|R|F|1993-09-17|1993-09-29|1993-09-21|NONE|SHIP|furiously unusual packages play quickly |
+1382|157|8|5|31|32771.65|0.07|0.03|R|F|1993-10-26|1993-10-15|1993-11-09|TAKE BACK RETURN|FOB|hely regular dependencies. f|
+1382|10|5|6|38|34580.38|0.07|0.07|R|F|1993-11-17|1993-09-28|1993-11-20|COLLECT COD|SHIP|ake pending pinto beans. s|
+1382|23|4|7|5|4615.10|0.07|0.01|R|F|1993-10-02|1993-09-29|1993-10-12|DELIVER IN PERSON|REG AIR|ter the carefully final excuses. blit|
+1383|193|7|1|14|15304.66|0.07|0.06|A|F|1993-08-25|1993-07-09|1993-09-12|DELIVER IN PERSON|RAIL|ole carefully silent requests. car|
+1383|161|10|2|19|20162.04|0.06|0.04|R|F|1993-05-24|1993-07-07|1993-06-14|NONE|AIR|lyly unusual accounts sle|
+1408|148|7|1|29|30396.06|0.03|0.04|N|O|1998-03-12|1998-02-14|1998-03-17|COLLECT COD|MAIL|en accounts grow furiousl|
+1408|173|2|2|7|7512.19|0.05|0.06|N|O|1998-01-14|1998-03-21|1998-01-29|COLLECT COD|AIR|fully final instructions. theodolites ca|
+1408|76|6|3|11|10736.77|0.00|0.03|N|O|1998-04-04|1998-01-29|1998-04-18|NONE|REG AIR|y even accounts thrash care|
+1408|148|5|4|20|20962.80|0.06|0.00|N|O|1998-04-21|1998-01-25|1998-05-12|DELIVER IN PERSON|TRUCK| blithely fluffi|
+1408|170|1|5|41|43876.97|0.02|0.06|N|O|1998-02-25|1998-02-03|1998-03-13|COLLECT COD|REG AIR|ep along the fina|
+1408|134|10|6|42|43433.46|0.05|0.08|N|O|1998-01-30|1998-02-07|1998-02-18|TAKE BACK RETURN|REG AIR|even packages. even accounts cajole|
+1408|55|6|7|26|24831.30|0.00|0.00|N|O|1998-03-19|1998-03-14|1998-04-01|COLLECT COD|RAIL|ic foxes ca|
+1409|99|1|1|23|22979.07|0.01|0.03|A|F|1993-04-18|1993-02-25|1993-05-06|DELIVER IN PERSON|FOB|ions. slyly ironic packages wake quick|
+1409|65|2|2|36|34742.16|0.09|0.02|A|F|1993-01-27|1993-01-31|1993-02-07|COLLECT COD|FOB|ncies sleep carefully r|
+1409|160|1|3|17|18022.72|0.07|0.00|R|F|1993-04-15|1993-03-01|1993-04-29|NONE|REG AIR|pending accounts poach. care|
+1410|121|10|1|15|15316.80|0.06|0.05|N|O|1997-05-25|1997-07-08|1997-06-15|NONE|SHIP| bold packages are fluf|
+1410|179|9|2|18|19425.06|0.03|0.00|N|O|1997-06-03|1997-05-17|1997-06-07|TAKE BACK RETURN|RAIL|gle furiously fluffily regular requests|
+1410|109|4|3|37|37336.70|0.02|0.01|N|O|1997-04-17|1997-06-18|1997-04-19|COLLECT COD|TRUCK|to beans b|
+1410|188|9|4|22|23939.96|0.10|0.00|N|O|1997-07-31|1997-05-17|1997-08-19|TAKE BACK RETURN|RAIL|gular account|
+1410|66|1|5|25|24151.50|0.09|0.02|N|O|1997-05-07|1997-07-10|1997-05-16|NONE|REG AIR|unts haggle against the furiously fina|
+1411|17|7|1|9|8253.09|0.06|0.04|A|F|1995-03-08|1995-03-04|1995-03-11|DELIVER IN PERSON|AIR|accounts. furiou|
+1411|107|8|2|26|26184.60|0.02|0.02|A|F|1995-04-12|1995-01-24|1995-05-03|TAKE BACK RETURN|TRUCK|c packages. |
+1411|27|6|3|37|34299.74|0.00|0.06|A|F|1995-02-27|1995-03-02|1995-03-24|NONE|MAIL|d excuses. furiously final pear|
+1411|200|3|4|20|22004.00|0.01|0.03|R|F|1995-04-06|1995-03-16|1995-04-17|COLLECT COD|FOB|s against the|
+1411|83|4|5|46|45221.68|0.08|0.05|A|F|1995-04-03|1995-01-20|1995-04-05|DELIVER IN PERSON|REG AIR|ly daring instructions|
+1411|77|6|6|30|29312.10|0.09|0.04|A|F|1995-01-12|1995-02-01|1995-01-23|DELIVER IN PERSON|MAIL|ious foxes wake courts. caref|
+1412|58|3|1|37|35447.85|0.06|0.01|A|F|1993-04-10|1993-04-19|1993-04-12|DELIVER IN PERSON|RAIL|hely express excuses are |
+1412|156|1|2|20|21123.00|0.10|0.05|A|F|1993-07-04|1993-05-18|1993-07-22|DELIVER IN PERSON|REG AIR|odolites sleep ironically|
+1412|23|2|3|2|1846.04|0.10|0.07|R|F|1993-04-01|1993-05-03|1993-04-12|DELIVER IN PERSON|REG AIR|s among the requests are a|
+1412|167|8|4|11|11738.76|0.05|0.07|R|F|1993-05-27|1993-05-30|1993-06-07|DELIVER IN PERSON|MAIL|en packages. regular packages dete|
+1412|158|6|5|11|11639.65|0.08|0.06|A|F|1993-03-30|1993-05-25|1993-04-21|NONE|FOB|se slyly. special, unusual accounts nag bl|
+1413|178|9|1|18|19407.06|0.08|0.05|N|O|1997-10-11|1997-08-17|1997-10-25|NONE|FOB|yly bold packages haggle quickly acr|
+1413|165|10|2|49|52192.84|0.07|0.06|N|O|1997-08-28|1997-08-23|1997-09-12|DELIVER IN PERSON|MAIL|nstructions br|
+1413|42|9|3|6|5652.24|0.04|0.02|N|O|1997-09-07|1997-07-30|1997-09-21|TAKE BACK RETURN|MAIL|lithely excuses. f|
+1414|38|4|1|39|36583.17|0.10|0.03|N|O|1995-09-22|1995-09-30|1995-10-07|NONE|MAIL|quickly aro|
+1414|107|8|2|4|4028.40|0.02|0.05|N|O|1995-09-16|1995-11-01|1995-10-02|COLLECT COD|AIR| haggle quickly|
+1415|149|10|1|25|26228.50|0.06|0.00|A|F|1994-09-03|1994-07-12|1994-09-13|DELIVER IN PERSON|RAIL|ect never fluff|
+1440|193|6|1|3|3279.57|0.06|0.01|N|O|1995-10-30|1995-10-17|1995-11-08|COLLECT COD|SHIP|instructions boost. fluffily regul|
+1440|114|4|2|46|46649.06|0.02|0.03|N|O|1995-09-21|1995-10-19|1995-10-19|NONE|RAIL|blithely even instructions. |
+1441|144|7|1|5|5220.70|0.04|0.01|N|O|1997-05-17|1997-05-11|1997-05-30|COLLECT COD|MAIL|egular courts. fluffily even grouches |
+1441|177|7|2|5|5385.85|0.02|0.05|N|O|1997-04-25|1997-04-16|1997-05-23|COLLECT COD|FOB|he quickly enticing pac|
+1441|118|5|3|14|14253.54|0.01|0.03|N|O|1997-06-30|1997-04-29|1997-07-24|DELIVER IN PERSON|REG AIR|special requests ha|
+1441|160|8|4|37|39225.92|0.01|0.00|N|O|1997-04-26|1997-04-27|1997-04-29|NONE|REG AIR|accounts. slyly special dolphins b|
+1441|72|10|5|34|33050.38|0.09|0.00|N|O|1997-06-12|1997-05-11|1997-06-29|TAKE BACK RETURN|RAIL|e carefully. blithely ironic dep|
+1441|25|4|6|15|13875.30|0.09|0.08|N|O|1997-05-21|1997-05-06|1997-06-04|NONE|REG AIR| dependencies-- cour|
+1441|96|10|7|50|49804.50|0.03|0.01|N|O|1997-06-07|1997-05-12|1997-06-08|NONE|SHIP| requests. blithely e|
+1442|26|5|1|8|7408.16|0.05|0.01|A|F|1994-10-31|1994-09-04|1994-11-25|COLLECT COD|AIR|c deposits haggle after the even|
+1443|34|10|1|47|43899.41|0.04|0.06|N|O|1997-02-05|1997-02-02|1997-03-03|NONE|RAIL|carefully ironic requests sl|
+1444|170|5|1|42|44947.14|0.01|0.02|R|F|1994-12-22|1995-03-03|1994-12-31|NONE|SHIP|ly bold packages boost regular ideas. spe|
+1444|57|2|2|34|32539.70|0.04|0.08|A|F|1995-02-22|1995-02-15|1995-03-19|TAKE BACK RETURN|AIR|y. doggedly pend|
+1444|155|3|3|34|35875.10|0.02|0.07|R|F|1994-12-17|1995-01-12|1995-01-03|COLLECT COD|AIR|ular accounts |
+1444|119|6|4|6|6114.66|0.06|0.03|A|F|1995-01-07|1995-03-05|1995-01-17|COLLECT COD|RAIL|al accounts. br|
+1444|20|1|5|35|32200.70|0.02|0.05|A|F|1995-02-25|1995-03-05|1995-03-24|DELIVER IN PERSON|SHIP|aggle furiou|
+1444|33|4|6|42|39187.26|0.00|0.02|A|F|1994-12-16|1995-02-18|1994-12-22|DELIVER IN PERSON|RAIL|ss requests. ironic ideas wake above|
+1444|82|3|7|12|11784.96|0.00|0.03|R|F|1994-12-23|1995-01-15|1995-01-13|COLLECT COD|TRUCK|ly among the bol|
+1445|100|1|1|24|24002.40|0.01|0.00|A|F|1995-02-21|1995-02-22|1995-03-18|DELIVER IN PERSON|SHIP|al accounts use furiously a|
+1445|67|8|2|48|46418.88|0.10|0.02|A|F|1995-02-28|1995-03-16|1995-03-12|COLLECT COD|MAIL|. final ideas are carefully dar|
+1445|192|4|3|7|7645.33|0.10|0.04|A|F|1995-04-25|1995-02-25|1995-05-10|NONE|SHIP|structions: slyly regular re|
+1445|28|1|4|17|15776.34|0.04|0.07|A|F|1995-04-02|1995-04-04|1995-05-01|COLLECT COD|FOB|ges. furiously regular pint|
+1445|135|1|5|24|24843.12|0.10|0.06|R|F|1995-04-23|1995-02-16|1995-05-18|NONE|REG AIR|rate after the carefully reg|
+1445|168|9|6|39|41658.24|0.03|0.02|A|F|1995-02-05|1995-02-20|1995-02-06|NONE|MAIL|ully unusual reques|
+1446|72|3|1|31|30134.17|0.10|0.02|N|O|1998-05-01|1998-05-17|1998-05-30|NONE|REG AIR|. slyly reg|
+1447|167|4|1|19|20276.04|0.06|0.04|A|F|1993-01-31|1992-12-07|1993-02-04|COLLECT COD|MAIL|. quickly ironic |
+1447|32|3|2|6|5592.18|0.01|0.05|A|F|1992-10-24|1992-12-10|1992-11-05|DELIVER IN PERSON|AIR|as! regular packages poach above the|
+1447|39|5|3|9|8451.27|0.04|0.00|R|F|1992-11-15|1993-01-07|1992-11-29|DELIVER IN PERSON|MAIL|counts wake s|
+1447|22|5|4|8|7376.16|0.09|0.08|R|F|1992-11-20|1993-01-12|1992-12-14|COLLECT COD|FOB|ost carefully |
+1447|130|1|5|23|23692.99|0.02|0.07|A|F|1992-12-07|1992-12-25|1993-01-06|TAKE BACK RETURN|AIR| dazzle quickly deposits. f|
+1447|200|3|6|41|45108.20|0.08|0.02|R|F|1993-01-06|1993-01-05|1993-01-13|TAKE BACK RETURN|MAIL|rts boost s|
+1472|8|5|1|36|32688.00|0.04|0.05|N|O|1996-11-06|1996-11-13|1996-11-12|COLLECT COD|SHIP|riously silent deposits to the pending d|
+1472|133|4|2|26|26861.38|0.03|0.05|N|O|1996-11-08|1996-11-13|1996-12-02|DELIVER IN PERSON|FOB|ic packages w|
+1472|1|8|3|6|5406.00|0.08|0.01|N|O|1996-10-24|1996-11-19|1996-11-23|COLLECT COD|FOB|onic theodolites hinder slyly slyly r|
+1473|54|9|1|50|47702.50|0.04|0.03|N|O|1997-05-05|1997-05-20|1997-05-09|NONE|TRUCK|requests wake express deposits. special, ir|
+1473|68|3|2|32|30977.92|0.00|0.08|N|O|1997-04-18|1997-05-12|1997-05-10|DELIVER IN PERSON|REG AIR|out the packages lose furiously ab|
+1474|15|5|1|5|4575.05|0.05|0.04|A|F|1995-04-22|1995-02-20|1995-05-06|COLLECT COD|SHIP|ully final a|
+1474|123|8|2|30|30693.60|0.04|0.02|A|F|1995-03-23|1995-02-11|1995-04-17|DELIVER IN PERSON|TRUCK|usly. evenly express |
+1474|92|5|3|18|17857.62|0.06|0.02|A|F|1995-01-23|1995-03-28|1995-02-03|NONE|RAIL|after the special|
+1475|168|3|1|15|16022.40|0.08|0.06|N|O|1998-02-12|1997-12-17|1998-03-02|TAKE BACK RETURN|SHIP|xpress requests haggle after the final, fi|
+1475|118|9|2|18|18325.98|0.07|0.00|N|O|1998-03-08|1998-01-18|1998-03-10|TAKE BACK RETURN|AIR|al deposits use. ironic packages along the |
+1475|144|1|3|30|31324.20|0.03|0.02|N|O|1998-03-11|1997-12-30|1998-03-15|COLLECT COD|REG AIR| regular theodolites mold across th|
+1475|187|8|4|50|54359.00|0.03|0.05|N|O|1997-12-14|1997-12-13|1997-12-21|COLLECT COD|AIR|. slyly bold re|
+1475|32|3|5|33|30756.99|0.01|0.06|N|O|1998-01-02|1998-01-27|1998-01-11|NONE|FOB|quickly fluffy|
+1475|50|7|6|12|11400.60|0.04|0.04|N|O|1998-01-09|1997-12-30|1998-01-23|NONE|TRUCK|arefully-- excuses sublate|
+1475|112|3|7|23|23278.53|0.02|0.00|N|O|1998-02-13|1998-02-05|1998-03-08|NONE|TRUCK|hely regular hocke|
+1476|31|7|1|20|18620.60|0.02|0.03|N|O|1996-08-11|1996-09-18|1996-08-26|TAKE BACK RETURN|AIR|. bold deposits are carefully amo|
+1477|72|1|1|31|30134.17|0.00|0.06|N|O|1997-12-16|1997-09-30|1997-12-17|COLLECT COD|RAIL| requests. fluffily final |
+1477|110|7|2|8|8080.88|0.09|0.05|N|O|1997-10-25|1997-10-18|1997-11-16|COLLECT COD|MAIL|ironic realms wake unusual, even ac|
+1477|125|6|3|42|43055.04|0.06|0.00|N|O|1997-11-02|1997-11-02|1997-11-20|DELIVER IN PERSON|SHIP|lithely after the ir|
+1477|107|8|4|32|32227.20|0.05|0.08|N|O|1997-09-12|1997-10-26|1997-10-12|TAKE BACK RETURN|AIR|; quickly regula|
+1477|115|6|5|41|41619.51|0.04|0.06|N|O|1997-12-16|1997-10-31|1998-01-12|DELIVER IN PERSON|REG AIR|y. final pearls kindle. accounts |
+1477|69|6|6|49|47483.94|0.06|0.00|N|O|1997-11-18|1997-11-06|1997-11-27|COLLECT COD|FOB|ise according to the sly, bold p|
+1477|120|4|7|33|33663.96|0.06|0.00|N|O|1997-11-12|1997-11-06|1997-11-24|DELIVER IN PERSON|TRUCK|yly regular p|
+1478|34|5|1|21|19614.63|0.00|0.06|N|O|1997-09-20|1997-10-25|1997-10-06|TAKE BACK RETURN|MAIL| fluffily pending acc|
+1479|149|6|1|33|34621.62|0.10|0.01|N|O|1996-03-12|1996-02-28|1996-03-31|DELIVER IN PERSON|FOB| carefully special courts affix. fluff|
+1504|82|3|1|42|41247.36|0.02|0.03|R|F|1992-10-18|1992-10-14|1992-11-10|TAKE BACK RETURN|FOB|ep. carefully ironic excuses haggle quickl|
+1504|103|10|2|22|22068.20|0.04|0.03|A|F|1992-09-09|1992-10-29|1992-09-10|NONE|REG AIR| accounts sleep. furiou|
+1504|178|8|3|9|9703.53|0.07|0.02|R|F|1992-11-02|1992-10-12|1992-11-15|TAKE BACK RETURN|RAIL|y slyly regular courts.|
+1504|115|2|4|10|10151.10|0.04|0.07|A|F|1992-09-22|1992-10-22|1992-10-13|TAKE BACK RETURN|TRUCK|final theodolites. furiously e|
+1504|20|10|5|7|6440.14|0.02|0.00|R|F|1992-11-20|1992-11-23|1992-12-13|COLLECT COD|MAIL|y final packa|
+1505|120|7|1|4|4080.48|0.09|0.00|A|F|1992-12-14|1992-11-11|1993-01-02|COLLECT COD|SHIP|side of the s|
+1505|123|8|2|50|51156.00|0.00|0.02|R|F|1992-11-22|1992-09-24|1992-11-26|TAKE BACK RETURN|FOB|lyly special platelets. requests ar|
+1506|133|4|1|46|47523.98|0.04|0.05|R|F|1993-01-18|1992-11-11|1993-02-09|COLLECT COD|REG AIR|sits whithout the blithely ironic packages|
+1506|114|4|2|30|30423.30|0.07|0.02|A|F|1992-11-22|1992-10-25|1992-12-04|DELIVER IN PERSON|FOB|deposits cajole |
+1506|191|3|3|28|30553.32|0.10|0.06|A|F|1992-09-22|1992-11-19|1992-10-09|TAKE BACK RETURN|AIR| unwind carefully: theodolit|
+1506|28|7|4|37|34336.74|0.00|0.03|R|F|1992-11-04|1992-12-01|1992-11-23|TAKE BACK RETURN|TRUCK|carefully bold dolphins. accounts su|
+1506|195|8|5|15|16427.85|0.05|0.00|R|F|1992-09-24|1992-11-11|1992-10-05|NONE|REG AIR| carefully fluffy packages-- caref|
+1506|50|3|6|38|36101.90|0.05|0.02|R|F|1992-12-02|1992-12-19|1992-12-29|NONE|REG AIR|xpress, regular excuse|
+1506|169|6|7|4|4276.64|0.07|0.00|R|F|1993-01-03|1992-12-06|1993-01-05|COLLECT COD|REG AIR|posits. furiou|
+1507|68|5|1|25|24201.50|0.01|0.08|R|F|1994-01-07|1994-01-06|1994-01-11|NONE|RAIL|xes. slyly busy de|
+1507|40|6|2|33|31021.32|0.04|0.02|A|F|1993-10-29|1993-12-23|1993-11-14|DELIVER IN PERSON|REG AIR| asymptotes nag furiously above t|
+1507|86|7|3|39|38457.12|0.03|0.07|R|F|1993-11-04|1993-12-16|1993-12-03|TAKE BACK RETURN|REG AIR|ly even instructions.|
+1508|51|3|1|16|15216.80|0.02|0.06|N|O|1998-06-21|1998-05-30|1998-07-11|COLLECT COD|MAIL|riously across the ironic, unusua|
+1508|25|4|2|20|18500.40|0.06|0.01|N|O|1998-04-17|1998-06-11|1998-05-17|DELIVER IN PERSON|MAIL|nic platelets. carefully final fra|
+1508|93|7|3|43|42702.87|0.01|0.02|N|O|1998-06-01|1998-06-24|1998-06-03|TAKE BACK RETURN|TRUCK|ndencies h|
+1508|148|7|4|1|1048.14|0.02|0.02|N|O|1998-07-13|1998-06-03|1998-07-17|TAKE BACK RETURN|AIR|s the blithely bold instruction|
+1508|135|6|5|29|30018.77|0.02|0.00|N|O|1998-08-03|1998-07-08|1998-08-22|COLLECT COD|RAIL|r instructions. carefully|
+1508|3|10|6|5|4515.00|0.06|0.08|N|O|1998-05-22|1998-07-06|1998-06-04|COLLECT COD|REG AIR|cording to the furiously ironic depe|
+1508|117|8|7|38|38650.18|0.03|0.06|N|O|1998-04-30|1998-06-23|1998-05-18|DELIVER IN PERSON|RAIL|tes wake furiously regular w|
+1509|28|7|1|14|12992.28|0.04|0.01|A|F|1993-10-04|1993-09-25|1993-10-21|NONE|TRUCK|nal realms|
+1509|11|2|2|46|41906.46|0.08|0.02|A|F|1993-10-15|1993-10-04|1993-11-01|TAKE BACK RETURN|FOB|uriously regula|
+1509|107|8|3|17|17120.70|0.06|0.05|A|F|1993-07-25|1993-08-28|1993-08-19|DELIVER IN PERSON|AIR| furiously. blithely regular ideas haggle c|
+1509|20|4|4|11|10120.22|0.03|0.08|R|F|1993-11-04|1993-10-03|1993-11-14|TAKE BACK RETURN|FOB|ily ironic packages nod carefully.|
+1509|90|1|5|37|36633.33|0.01|0.08|A|F|1993-08-31|1993-09-10|1993-09-24|NONE|FOB|he slyly even deposits wake a|
+1509|187|8|6|31|33702.58|0.04|0.03|A|F|1993-07-14|1993-08-21|1993-08-06|COLLECT COD|SHIP|ic deposits cajole carefully. quickly bold |
+1509|157|2|7|27|28543.05|0.01|0.01|A|F|1993-09-29|1993-09-08|1993-10-04|TAKE BACK RETURN|FOB|lithely after the |
+1510|98|2|1|11|10978.99|0.09|0.04|N|O|1996-09-23|1996-12-03|1996-10-01|DELIVER IN PERSON|RAIL|e of the unusual accounts. stealthy deposit|
+1510|84|5|2|24|23617.92|0.05|0.04|N|O|1996-10-07|1996-10-22|1996-11-03|DELIVER IN PERSON|REG AIR|yly brave theod|
+1510|190|1|3|36|39246.84|0.07|0.02|N|O|1996-10-02|1996-11-23|1996-10-05|NONE|SHIP|old deposits along the carefully|
+1510|182|3|4|8|8657.44|0.01|0.08|N|O|1996-10-26|1996-11-07|1996-10-30|TAKE BACK RETURN|RAIL|blithely express|
+1510|59|10|5|27|25894.35|0.08|0.06|N|O|1996-10-20|1996-12-05|1996-11-02|NONE|MAIL|he blithely regular req|
+1510|14|5|6|3|2742.03|0.05|0.02|N|O|1996-10-31|1996-12-03|1996-11-13|COLLECT COD|RAIL|along the slyly regular pin|
+1510|22|1|7|50|46101.00|0.04|0.05|N|O|1996-11-01|1996-10-17|1996-11-28|NONE|MAIL|even packages. carefully regular fo|
+1511|98|2|1|29|28944.61|0.01|0.04|N|O|1997-03-17|1997-02-11|1997-03-27|DELIVER IN PERSON|AIR|s cajole furiously against |
+1511|62|9|2|32|30785.92|0.04|0.01|N|O|1997-01-06|1997-03-21|1997-01-26|TAKE BACK RETURN|REG AIR| deposits. carefully ironi|
+1536|194|5|1|5|5470.95|0.08|0.03|N|O|1997-02-08|1997-03-11|1997-03-02|COLLECT COD|MAIL|requests sleep pe|
+1537|18|2|1|17|15606.17|0.01|0.03|A|F|1992-04-12|1992-04-19|1992-04-13|NONE|TRUCK|he regular pack|
+1537|179|8|2|50|53958.50|0.08|0.00|R|F|1992-05-30|1992-05-14|1992-06-23|TAKE BACK RETURN|MAIL|special packages haggle slyly at the silent|
+1537|13|4|3|44|40172.44|0.05|0.04|R|F|1992-04-01|1992-03-31|1992-04-21|NONE|TRUCK|lar courts.|
+1537|140|6|4|3|3120.42|0.08|0.07|R|F|1992-03-20|1992-04-14|1992-03-21|TAKE BACK RETURN|SHIP|s, final ideas detect sl|
+1538|102|5|1|32|32067.20|0.05|0.05|N|O|1995-07-08|1995-07-29|1995-08-01|TAKE BACK RETURN|RAIL|uses maintain blithely. fluffily|
+1538|192|3|2|27|29489.13|0.05|0.01|N|O|1995-09-19|1995-08-03|1995-09-24|DELIVER IN PERSON|TRUCK|ngly even packag|
+1538|130|3|3|36|37084.68|0.08|0.04|N|O|1995-07-11|1995-09-10|1995-07-26|DELIVER IN PERSON|MAIL|al deposits mo|
+1538|104|1|4|28|28114.80|0.10|0.04|N|O|1995-09-19|1995-08-27|1995-10-10|COLLECT COD|RAIL|bout the fluffily unusual|
+1538|178|7|5|13|14016.21|0.01|0.05|N|O|1995-06-26|1995-07-30|1995-07-25|NONE|SHIP|ly. packages sleep f|
+1538|128|3|6|42|43181.04|0.08|0.08|N|O|1995-10-10|1995-09-12|1995-11-08|DELIVER IN PERSON|TRUCK|equests cajole blithely |
+1539|196|9|1|21|23019.99|0.08|0.02|R|F|1995-04-19|1995-05-10|1995-04-27|COLLECT COD|TRUCK|ounts haggle. busy|
+1539|86|7|2|11|10846.88|0.01|0.08|A|F|1995-05-27|1995-04-13|1995-06-10|TAKE BACK RETURN|TRUCK|ly express requests. furiously |
+1539|68|5|3|7|6776.42|0.09|0.04|R|F|1995-05-14|1995-04-16|1995-05-30|DELIVER IN PERSON|AIR|. fluffily reg|
+1540|173|1|1|38|40780.46|0.03|0.01|R|F|1992-09-30|1992-10-27|1992-10-12|TAKE BACK RETURN|SHIP| final grouches bo|
+1540|60|2|2|35|33602.10|0.02|0.07|R|F|1992-10-31|1992-09-04|1992-11-05|TAKE BACK RETURN|SHIP|e blithely a|
+1540|8|3|3|25|22700.00|0.08|0.04|R|F|1992-11-15|1992-10-24|1992-12-14|DELIVER IN PERSON|SHIP|ironic deposits amo|
+1540|25|8|4|6|5550.12|0.09|0.03|R|F|1992-08-28|1992-09-17|1992-09-14|COLLECT COD|MAIL|ing to the slyly express asymptote|
+1540|87|8|5|27|26651.16|0.10|0.08|R|F|1992-12-02|1992-10-18|1992-12-31|NONE|SHIP|carefully final packages; b|
+1541|64|3|1|44|42418.64|0.10|0.05|N|O|1995-08-24|1995-07-13|1995-08-26|TAKE BACK RETURN|MAIL|o beans boost fluffily abou|
+1541|26|7|2|8|7408.16|0.10|0.08|N|F|1995-06-05|1995-08-07|1995-06-21|TAKE BACK RETURN|TRUCK|y pending packages. blithely fi|
+1542|58|9|1|37|35447.85|0.07|0.06|A|F|1993-12-15|1993-10-17|1994-01-07|TAKE BACK RETURN|REG AIR|e blithely unusual accounts. quic|
+1542|3|6|2|12|10836.00|0.09|0.06|R|F|1993-10-29|1993-11-02|1993-11-09|TAKE BACK RETURN|RAIL|carefully |
+1542|6|7|3|18|16308.00|0.05|0.05|R|F|1993-10-17|1993-11-15|1993-10-26|TAKE BACK RETURN|FOB|pending instr|
+1542|143|10|4|21|21905.94|0.01|0.05|R|F|1993-10-13|1993-12-13|1993-11-12|NONE|RAIL|y pending foxes nag blithely |
+1542|155|7|5|46|48536.90|0.00|0.00|R|F|1993-09-28|1993-11-03|1993-10-15|COLLECT COD|FOB|ial instructions. ironically|
+1543|71|10|1|34|33016.38|0.02|0.08|N|O|1997-05-25|1997-03-30|1997-06-04|NONE|AIR|ic requests are ac|
+1543|115|9|2|6|6090.66|0.09|0.01|N|O|1997-04-16|1997-05-20|1997-05-16|DELIVER IN PERSON|MAIL| among the carefully bold or|
+1543|67|8|3|42|40616.52|0.06|0.01|N|O|1997-05-26|1997-03-30|1997-06-12|DELIVER IN PERSON|FOB|its sleep until the fur|
+1543|189|10|4|42|45745.56|0.05|0.06|N|O|1997-04-11|1997-04-11|1997-04-23|TAKE BACK RETURN|MAIL|xpress instructions. regular acc|
+1543|40|1|5|9|8460.36|0.08|0.06|N|O|1997-03-14|1997-05-19|1997-03-26|DELIVER IN PERSON|FOB|ravely special requests |
+1543|49|8|6|3|2847.12|0.10|0.04|N|O|1997-03-29|1997-05-10|1997-04-22|COLLECT COD|MAIL|sleep along the furiou|
+1543|68|7|7|3|2904.18|0.00|0.02|N|O|1997-03-22|1997-04-06|1997-03-30|NONE|AIR|quickly. final accounts haggle slyl|
+1568|90|1|1|36|35643.24|0.02|0.03|N|O|1997-05-31|1997-04-22|1997-06-21|TAKE BACK RETURN|RAIL|platelets-- furiously sly excu|
+1568|9|2|2|46|41814.00|0.04|0.00|N|O|1997-04-06|1997-04-08|1997-04-23|TAKE BACK RETURN|MAIL|g the blithely even acco|
+1569|75|3|1|5|4875.35|0.07|0.00|N|O|1998-04-16|1998-06-21|1998-04-18|COLLECT COD|REG AIR| packages. ironic, even excuses a|
+1569|39|10|2|16|15024.48|0.01|0.08|N|O|1998-04-26|1998-06-16|1998-05-26|COLLECT COD|MAIL|deposits. blithely final asymptotes ac|
+1569|49|10|3|43|40808.72|0.10|0.03|N|O|1998-06-05|1998-05-31|1998-06-28|DELIVER IN PERSON|FOB| instructions.|
+1569|70|1|4|30|29102.10|0.02|0.03|N|O|1998-07-19|1998-06-04|1998-08-10|NONE|SHIP|packages. excuses lose evenly carefully reg|
+1570|183|4|1|25|27079.50|0.00|0.06|N|O|1998-05-03|1998-06-02|1998-06-02|DELIVER IN PERSON|REG AIR|its. slyly regular sentiments|
+1570|86|7|2|7|6902.56|0.05|0.05|N|O|1998-07-10|1998-06-01|1998-07-23|TAKE BACK RETURN|MAIL|requests boost quickly re|
+1571|52|3|1|47|44746.35|0.00|0.05|R|F|1992-12-07|1993-02-24|1993-01-01|TAKE BACK RETURN|REG AIR|ng to the fluffily unusual |
+1571|183|4|2|6|6499.08|0.03|0.00|A|F|1993-01-08|1993-02-13|1993-02-07|COLLECT COD|SHIP| special, ironic depo|
+1571|59|7|3|18|17262.90|0.05|0.08|A|F|1993-01-09|1993-01-12|1993-01-31|COLLECT COD|AIR| pending grouches |
+1571|101|4|4|48|48052.80|0.05|0.05|A|F|1992-12-28|1993-01-04|1993-01-04|DELIVER IN PERSON|RAIL|slyly pending p|
+1571|42|5|5|10|9420.40|0.03|0.06|R|F|1992-12-12|1993-02-13|1992-12-29|DELIVER IN PERSON|AIR|lets. carefully regular ideas wake|
+1571|34|10|6|24|22416.72|0.05|0.07|A|F|1993-03-22|1993-01-31|1993-04-09|NONE|TRUCK|warthogs wake carefully acro|
+1572|24|5|1|41|37884.82|0.02|0.00|N|O|1996-05-16|1996-04-09|1996-05-28|TAKE BACK RETURN|REG AIR|. pinto beans alongside|
+1572|93|7|2|10|9930.90|0.04|0.06|N|O|1996-05-17|1996-03-26|1996-05-19|NONE|AIR| accounts affix slyly. |
+1573|186|7|1|5|5430.90|0.05|0.01|A|F|1993-04-24|1993-03-13|1993-05-17|TAKE BACK RETURN|MAIL|ymptotes could u|
+1573|31|2|2|17|15827.51|0.00|0.06|R|F|1993-02-24|1993-02-16|1993-03-08|TAKE BACK RETURN|TRUCK|carefully regular deposits. |
+1573|83|4|3|16|15729.28|0.04|0.03|A|F|1993-03-15|1993-03-16|1993-03-31|COLLECT COD|AIR|ely. furiously final requests wake slyl|
+1573|194|7|4|11|12036.09|0.09|0.01|R|F|1993-03-23|1993-03-24|1993-04-12|TAKE BACK RETURN|RAIL|nently pending|
+1573|137|8|5|7|7259.91|0.00|0.01|R|F|1993-01-30|1993-03-14|1993-02-27|DELIVER IN PERSON|SHIP|eodolites sleep slyly. slyly f|
+1573|154|6|6|30|31624.50|0.03|0.01|A|F|1992-12-29|1993-03-06|1993-01-02|DELIVER IN PERSON|TRUCK|. blithely even theodolites boos|
+1574|48|7|1|41|38869.64|0.06|0.02|N|O|1997-03-08|1997-02-09|1997-04-01|COLLECT COD|AIR|s. slyly regular depen|
+1574|191|5|2|50|54559.50|0.00|0.05|N|O|1996-12-14|1997-02-14|1996-12-16|TAKE BACK RETURN|FOB|le regular, regular foxes. blithely e|
+1574|55|3|3|25|23876.25|0.06|0.02|N|O|1997-01-16|1997-02-14|1997-02-12|DELIVER IN PERSON|TRUCK|ly silent accounts.|
+1574|191|4|4|6|6547.14|0.03|0.05|N|O|1997-02-24|1997-02-03|1997-03-01|NONE|AIR|e silent, final packages. speci|
+1574|109|4|5|6|6054.60|0.05|0.05|N|O|1997-02-09|1997-03-02|1997-02-14|COLLECT COD|MAIL|nic, final ideas snooze. |
+1574|5|2|6|42|38010.00|0.07|0.01|N|O|1996-12-19|1997-01-13|1996-12-28|NONE|FOB|o beans according t|
+1574|136|7|7|14|14505.82|0.04|0.01|N|O|1996-12-30|1997-01-19|1997-01-20|NONE|AIR|ily bold a|
+1575|29|10|1|42|39018.84|0.05|0.08|N|O|1995-10-21|1995-11-25|1995-10-24|DELIVER IN PERSON|RAIL|ly pending pinto beans.|
+1575|36|7|2|39|36505.17|0.00|0.06|N|O|1995-10-30|1995-10-15|1995-11-10|COLLECT COD|TRUCK| ironic requests snooze ironic, regular acc|
+1575|2|5|3|12|10824.00|0.01|0.05|N|O|1995-12-27|1995-11-11|1996-01-23|TAKE BACK RETURN|AIR| bold accounts. furi|
+1575|111|1|4|39|39433.29|0.07|0.00|N|O|1995-09-23|1995-11-05|1995-09-25|TAKE BACK RETURN|TRUCK| after the unusual asym|
+1575|83|4|5|10|9830.80|0.09|0.00|N|O|1996-01-10|1995-11-20|1996-01-13|DELIVER IN PERSON|RAIL|k excuses. pinto beans wake a|
+1575|178|6|6|14|15094.38|0.08|0.06|N|O|1995-10-31|1995-12-06|1995-11-30|NONE|AIR|beans breach among the furiously specia|
+1575|117|1|7|48|48821.28|0.08|0.04|N|O|1995-11-19|1995-10-25|1995-12-07|DELIVER IN PERSON|TRUCK|cies. regu|
+1600|172|10|1|20|21443.40|0.02|0.01|R|F|1993-06-16|1993-04-23|1993-07-02|COLLECT COD|FOB|pths sleep blithely about the|
+1600|44|3|2|48|45313.92|0.07|0.02|R|F|1993-04-17|1993-04-14|1993-05-03|DELIVER IN PERSON|FOB|furiously silent foxes could wake. car|
+1600|39|10|3|8|7512.24|0.04|0.07|R|F|1993-03-07|1993-04-22|1993-03-26|TAKE BACK RETURN|FOB|cajole furiously fluf|
+1600|69|8|4|25|24226.50|0.00|0.06|A|F|1993-05-25|1993-04-07|1993-06-05|TAKE BACK RETURN|REG AIR|press packages. ironic excuses bo|
+1600|147|8|5|30|31414.20|0.03|0.08|R|F|1993-06-03|1993-05-03|1993-06-07|DELIVER IN PERSON|RAIL|al escapades alongside of the depo|
+1601|167|8|1|6|6402.96|0.00|0.00|A|F|1994-10-19|1994-09-28|1994-10-23|COLLECT COD|SHIP| bold sheaves. furiously per|
+1601|175|3|2|50|53758.50|0.03|0.02|R|F|1994-12-24|1994-10-23|1995-01-11|COLLECT COD|FOB|ideas doubt|
+1601|90|1|3|14|13861.26|0.04|0.08|R|F|1994-09-17|1994-11-22|1994-10-03|DELIVER IN PERSON|RAIL|he special, fin|
+1602|183|4|1|4|4332.72|0.08|0.06|R|F|1993-10-31|1993-09-05|1993-11-21|NONE|RAIL|y. even excuses|
+1603|39|5|1|1|939.03|0.08|0.00|R|F|1993-08-17|1993-09-04|1993-08-22|TAKE BACK RETURN|REG AIR|d accounts. special warthogs use fur|
+1603|66|5|2|29|28015.74|0.06|0.08|A|F|1993-09-28|1993-09-20|1993-10-28|NONE|SHIP|ses wake furiously. theodolite|
+1604|42|3|1|15|14130.60|0.09|0.08|R|F|1993-09-22|1993-09-03|1993-09-29|TAKE BACK RETURN|MAIL| instructions haggle|
+1604|141|4|2|37|38522.18|0.06|0.06|A|F|1993-08-22|1993-09-21|1993-09-10|COLLECT COD|SHIP|requests. blithely ironic somas s|
+1604|114|8|3|19|19268.09|0.09|0.07|A|F|1993-10-15|1993-10-04|1993-11-09|COLLECT COD|RAIL| ideas. bol|
+1604|175|4|4|15|16127.55|0.03|0.00|R|F|1993-09-10|1993-08-31|1993-09-30|TAKE BACK RETURN|RAIL|ending realms along the special, p|
+1604|21|4|5|23|21183.46|0.08|0.05|A|F|1993-10-11|1993-08-30|1993-10-18|DELIVER IN PERSON|RAIL|en requests. blithely fin|
+1605|142|1|1|47|48980.58|0.00|0.01|N|O|1998-04-29|1998-06-12|1998-05-20|DELIVER IN PERSON|AIR|. carefully r|
+1605|180|8|2|18|19443.24|0.10|0.00|N|O|1998-05-13|1998-06-17|1998-06-03|COLLECT COD|REG AIR|ly regular foxes wake carefully. bol|
+1605|59|10|3|39|37402.95|0.02|0.03|N|O|1998-07-12|1998-06-05|1998-08-09|DELIVER IN PERSON|MAIL|nal dependencies-- quickly final frets acc|
+1605|183|4|4|25|27079.50|0.06|0.02|N|O|1998-05-26|1998-06-14|1998-06-05|COLLECT COD|AIR|ole carefully car|
+1606|115|6|1|21|21317.31|0.04|0.00|N|O|1997-06-02|1997-07-02|1997-06-27|DELIVER IN PERSON|RAIL| pending theodolites prom|
+1606|174|3|2|35|37595.95|0.00|0.02|N|O|1997-06-20|1997-06-19|1997-06-22|COLLECT COD|TRUCK|carefully sil|
+1606|100|4|3|23|23002.30|0.00|0.06|N|O|1997-04-19|1997-06-26|1997-04-30|NONE|MAIL|ously final requests. slowly ironic ex|
+1606|97|9|4|20|19941.80|0.02|0.04|N|O|1997-05-01|1997-05-26|1997-05-28|TAKE BACK RETURN|TRUCK|fily carefu|
+1606|71|10|5|14|13594.98|0.10|0.01|N|O|1997-05-19|1997-07-05|1997-06-10|COLLECT COD|FOB|structions haggle f|
+1607|190|1|1|2|2180.38|0.02|0.00|N|O|1996-01-11|1996-02-15|1996-01-19|DELIVER IN PERSON|MAIL|packages haggle. regular requests boost s|
+1607|119|3|2|37|37707.07|0.05|0.02|N|O|1996-02-27|1996-02-18|1996-03-16|NONE|AIR|alongside |
+1607|123|4|3|39|39901.68|0.00|0.00|N|O|1996-02-01|1996-02-12|1996-02-16|NONE|FOB|uches cajole. accounts ar|
+1607|76|6|4|34|33186.38|0.05|0.06|N|O|1996-01-06|1996-02-24|1996-01-10|DELIVER IN PERSON|SHIP| quickly above the |
+1607|178|8|5|48|51752.16|0.00|0.05|N|O|1996-02-22|1996-02-13|1996-03-09|TAKE BACK RETURN|MAIL|ular forges. deposits a|
+1632|191|5|1|47|51285.93|0.08|0.00|N|O|1997-01-25|1997-02-09|1997-02-19|TAKE BACK RETURN|RAIL|g to the closely special no|
+1632|148|7|2|14|14673.96|0.08|0.05|N|O|1997-01-15|1997-02-25|1997-01-28|NONE|RAIL|oxes. deposits nag slyly along the slyly |
+1632|177|6|3|47|50626.99|0.03|0.04|N|O|1997-01-29|1997-03-03|1997-02-21|NONE|MAIL|sts. blithely regular |
+1632|57|9|4|33|31582.65|0.09|0.02|N|O|1997-04-01|1997-02-24|1997-04-29|TAKE BACK RETURN|REG AIR|ructions! slyly|
+1632|142|1|5|43|44812.02|0.10|0.03|N|O|1997-02-24|1997-02-19|1997-03-25|DELIVER IN PERSON|FOB|ts. blithe, bold ideas cajo|
+1633|178|7|1|35|37735.95|0.01|0.02|N|O|1996-01-09|1995-12-02|1996-01-21|COLLECT COD|REG AIR|ly against the dolph|
+1633|5|6|2|15|13575.00|0.00|0.05|N|O|1995-12-13|1995-11-13|1996-01-04|TAKE BACK RETURN|FOB|ges wake fluffil|
+1634|48|9|1|21|19908.84|0.00|0.00|N|O|1996-10-04|1996-10-22|1996-11-01|NONE|MAIL|counts alo|
+1634|172|3|2|44|47175.48|0.05|0.01|N|O|1996-09-17|1996-11-09|1996-10-03|COLLECT COD|SHIP|requests affix slyly. quickly even pack|
+1634|19|10|3|21|19299.21|0.06|0.07|N|O|1996-11-16|1996-10-21|1996-11-27|NONE|TRUCK|y along the excuses.|
+1634|68|3|4|17|16457.02|0.08|0.07|N|O|1996-10-29|1996-10-15|1996-11-02|TAKE BACK RETURN|SHIP|cial, bold platelets alongside of the f|
+1634|76|7|5|2|1952.14|0.07|0.04|N|O|1996-11-22|1996-10-28|1996-12-17|NONE|SHIP|ly. carefully regular asymptotes wake|
+1634|170|9|6|11|11771.87|0.01|0.08|N|O|1996-10-04|1996-12-06|1996-10-14|DELIVER IN PERSON|SHIP|final requests |
+1634|13|7|7|35|31955.35|0.06|0.02|N|O|1996-11-25|1996-11-25|1996-12-12|TAKE BACK RETURN|RAIL|cies. regular, special de|
+1635|71|1|1|3|2913.21|0.06|0.08|N|O|1997-03-13|1997-03-25|1997-03-27|COLLECT COD|FOB| quickly ironic r|
+1635|90|1|2|8|7920.72|0.04|0.05|N|O|1997-04-30|1997-04-21|1997-05-09|DELIVER IN PERSON|AIR|ravely carefully express |
+1635|114|5|3|20|20282.20|0.07|0.01|N|O|1997-05-19|1997-04-01|1997-06-17|TAKE BACK RETURN|FOB|oost according to the carefully even accou|
+1635|77|5|4|40|39082.80|0.01|0.04|N|O|1997-02-25|1997-03-20|1997-03-12|TAKE BACK RETURN|RAIL|uriously up the ironic deposits. slyly i|
+1636|85|6|1|2|1970.16|0.09|0.03|N|O|1997-09-26|1997-08-22|1997-10-05|NONE|TRUCK|nal foxes cajole above the blithely reg|
+1636|169|10|2|45|48112.20|0.03|0.01|N|O|1997-07-14|1997-08-08|1997-07-27|COLLECT COD|RAIL|ely express reque|
+1636|108|1|3|24|24194.40|0.07|0.08|N|O|1997-10-07|1997-08-12|1997-11-04|TAKE BACK RETURN|MAIL|e carefully unusual ideas are f|
+1636|153|1|4|43|45285.45|0.06|0.00|N|O|1997-08-23|1997-08-10|1997-09-17|NONE|REG AIR|blithely special r|
+1636|19|6|5|22|20218.22|0.05|0.02|N|O|1997-07-22|1997-08-18|1997-08-03|COLLECT COD|AIR|ular, regu|
+1636|63|2|6|34|32744.04|0.10|0.01|N|O|1997-08-11|1997-09-09|1997-08-23|NONE|TRUCK|ular depos|
+1636|114|1|7|7|7098.77|0.04|0.00|N|O|1997-07-28|1997-09-10|1997-07-31|NONE|MAIL|ronic instructions. final|
+1637|86|7|1|49|48317.92|0.02|0.03|N|F|1995-06-08|1995-04-19|1995-07-01|COLLECT COD|REG AIR|. blithely i|
+1637|73|2|2|1|973.07|0.10|0.02|A|F|1995-02-14|1995-03-26|1995-03-09|TAKE BACK RETURN|AIR|ly final pinto beans. furiously|
+1637|22|1|3|10|9220.20|0.02|0.05|R|F|1995-02-21|1995-03-17|1995-03-11|NONE|AIR|uriously? blithely even sauternes wake. |
+1637|93|5|4|42|41709.78|0.06|0.01|A|F|1995-03-18|1995-04-24|1995-03-31|COLLECT COD|SHIP|blithely a|
+1637|5|8|5|25|22625.00|0.05|0.00|R|F|1995-06-07|1995-03-26|1995-06-08|COLLECT COD|RAIL| haggle carefully silent accou|
+1637|109|4|6|38|38345.80|0.02|0.08|R|F|1995-03-20|1995-05-05|1995-04-14|DELIVER IN PERSON|SHIP|even, pending foxes nod regular|
+1637|52|10|7|21|19993.05|0.07|0.08|A|F|1995-04-30|1995-04-30|1995-05-05|COLLECT COD|SHIP|ly ironic theodolites use b|
+1638|6|7|1|46|41676.00|0.03|0.02|N|O|1997-10-16|1997-10-28|1997-11-09|COLLECT COD|MAIL|otes haggle before the slyly bold instructi|
+1638|149|10|2|30|31474.20|0.00|0.04|N|O|1997-12-05|1997-09-17|1997-12-06|NONE|REG AIR|s cajole boldly bold requests. closely |
+1638|31|7|3|5|4655.15|0.08|0.07|N|O|1997-10-15|1997-11-01|1997-11-08|DELIVER IN PERSON|FOB|xcuses sleep furiou|
+1638|56|8|4|19|18164.95|0.00|0.08|N|O|1997-10-15|1997-10-27|1997-11-03|DELIVER IN PERSON|MAIL| quickly expres|
+1638|143|6|5|25|26078.50|0.05|0.03|N|O|1997-10-06|1997-09-30|1997-11-02|DELIVER IN PERSON|REG AIR|gle final, ironic pinto beans. |
+1638|155|10|6|46|48536.90|0.07|0.08|N|O|1997-08-20|1997-10-10|1997-09-09|COLLECT COD|AIR|ckages are carefully even instru|
+1639|187|8|1|24|26092.32|0.07|0.00|N|O|1995-08-24|1995-10-06|1995-08-31|COLLECT COD|REG AIR| the regular packages. courts dou|
+1639|43|6|2|38|35835.52|0.01|0.04|N|O|1995-08-23|1995-11-09|1995-08-29|TAKE BACK RETURN|FOB|y regular packages. b|
+1639|171|10|3|41|43917.97|0.04|0.02|N|O|1995-12-19|1995-11-11|1996-01-12|DELIVER IN PERSON|FOB|structions w|
+1664|118|5|1|48|48869.28|0.04|0.02|N|O|1996-06-21|1996-05-01|1996-07-19|TAKE BACK RETURN|RAIL| use. ironic deposits integrate. slyly unu|
+1664|173|2|2|30|32195.10|0.06|0.05|N|O|1996-04-04|1996-05-04|1996-05-03|COLLECT COD|FOB|ess multip|
+1664|151|2|3|10|10511.50|0.00|0.06|N|O|1996-04-10|1996-05-13|1996-05-07|TAKE BACK RETURN|RAIL|instructions up the acc|
+1664|155|3|4|35|36930.25|0.00|0.04|N|O|1996-03-06|1996-05-16|1996-03-09|DELIVER IN PERSON|REG AIR|y regular ide|
+1664|57|8|5|9|8613.45|0.07|0.04|N|O|1996-04-15|1996-05-14|1996-05-11|DELIVER IN PERSON|TRUCK|ges. fluffil|
+1664|141|8|6|40|41645.60|0.09|0.07|N|O|1996-04-02|1996-04-22|1996-04-17|COLLECT COD|REG AIR|se blithely unusual pains. carefully|
+1665|47|6|1|4|3788.16|0.02|0.03|A|F|1994-09-01|1994-06-07|1994-09-12|DELIVER IN PERSON|TRUCK|ely final requests. requests|
+1665|78|6|2|1|978.07|0.03|0.05|R|F|1994-05-22|1994-07-06|1994-05-24|TAKE BACK RETURN|TRUCK|sly final p|
+1666|185|6|1|30|32555.40|0.04|0.03|N|O|1995-10-28|1995-11-30|1995-11-18|TAKE BACK RETURN|AIR| breach evenly final accounts. r|
+1666|64|1|2|20|19281.20|0.01|0.00|N|O|1996-01-27|1995-12-12|1996-01-31|NONE|REG AIR|uietly regular foxes wake quick|
+1666|134|10|3|31|32058.03|0.05|0.07|N|O|1996-02-11|1996-01-11|1996-02-28|COLLECT COD|RAIL|ding to the express, bold accounts. fu|
+1666|169|8|4|41|43835.56|0.06|0.08|N|O|1995-11-29|1996-01-04|1995-12-24|NONE|TRUCK|ly regular excuses; regular ac|
+1667|21|4|1|6|5526.12|0.04|0.02|N|O|1997-12-07|1997-11-16|1998-01-02|COLLECT COD|FOB|riously busy requests. blithely final a|
+1667|22|1|2|29|26738.58|0.06|0.07|N|O|1997-10-15|1997-11-09|1997-11-11|TAKE BACK RETURN|MAIL|l accounts. furiously final courts h|
+1667|95|8|3|48|47764.32|0.05|0.01|N|O|1998-01-27|1998-01-06|1998-02-09|TAKE BACK RETURN|SHIP|tes sleep furiously. carefully eve|
+1667|59|1|4|24|23017.20|0.04|0.01|N|O|1997-10-14|1997-12-01|1997-11-09|TAKE BACK RETURN|MAIL|hrash final requests. care|
+1667|195|9|5|2|2190.38|0.07|0.00|N|O|1997-12-17|1997-11-22|1998-01-16|NONE|SHIP|pecial requests hag|
+1667|48|7|6|6|5688.24|0.01|0.03|N|O|1998-01-21|1997-12-19|1998-01-28|NONE|TRUCK| nag quickly above th|
+1667|40|6|7|19|17860.76|0.09|0.03|N|O|1998-01-23|1997-11-24|1998-01-26|DELIVER IN PERSON|SHIP|around the pinto beans. express, special|
+1668|132|8|1|8|8257.04|0.06|0.01|N|O|1997-07-23|1997-10-09|1997-08-06|DELIVER IN PERSON|FOB|arefully regular tithes! slyl|
+1668|1|8|2|25|22525.00|0.01|0.06|N|O|1997-08-08|1997-09-28|1997-09-01|NONE|TRUCK|y ironic requests. bold, final ideas a|
+1668|75|5|3|42|40952.94|0.08|0.01|N|O|1997-08-09|1997-09-08|1997-08-31|NONE|FOB|ole carefully excuses. final|
+1668|191|5|4|9|9820.71|0.05|0.03|N|O|1997-10-17|1997-09-05|1997-11-01|COLLECT COD|RAIL|wake furiously even instructions. sil|
+1668|128|9|5|25|25703.00|0.01|0.02|N|O|1997-10-08|1997-09-20|1997-10-11|DELIVER IN PERSON|REG AIR|even platelets across the silent |
+1668|10|3|6|38|34580.38|0.07|0.01|N|O|1997-08-26|1997-09-17|1997-09-05|DELIVER IN PERSON|TRUCK|ep slyly across the furi|
+1669|79|10|1|24|23497.68|0.04|0.08|N|O|1997-09-04|1997-07-30|1997-09-20|DELIVER IN PERSON|RAIL| regular, final deposits use quick|
+1670|32|3|1|41|38213.23|0.07|0.01|N|O|1997-07-19|1997-08-20|1997-07-23|DELIVER IN PERSON|TRUCK|thely according to the sly|
+1670|122|3|2|10|10221.20|0.07|0.03|N|O|1997-09-14|1997-08-16|1997-09-23|NONE|SHIP|fily special ideas |
+1670|186|7|3|41|44533.38|0.07|0.07|N|O|1997-07-19|1997-08-05|1997-07-26|COLLECT COD|SHIP|al gifts. speci|
+1671|149|2|1|21|22031.94|0.02|0.07|N|O|1996-07-28|1996-09-28|1996-08-08|TAKE BACK RETURN|AIR|s accounts slee|
+1671|96|10|2|4|3984.36|0.05|0.00|N|O|1996-08-30|1996-09-19|1996-09-23|DELIVER IN PERSON|TRUCK|lyly regular ac|
+1671|124|3|3|11|11265.32|0.06|0.08|N|O|1996-09-16|1996-10-21|1996-09-18|NONE|SHIP|tes sleep blithely|
+1671|178|7|4|5|5390.85|0.00|0.00|N|O|1996-11-14|1996-10-20|1996-11-25|TAKE BACK RETURN|FOB|luffily regular deposits|
+1671|127|8|5|12|12325.44|0.07|0.04|N|O|1996-11-17|1996-09-02|1996-12-17|COLLECT COD|RAIL|special, ironic|
+1671|197|9|6|46|50470.74|0.08|0.05|N|O|1996-09-13|1996-10-14|1996-09-28|TAKE BACK RETURN|REG AIR|. slyly bold instructions boost. furiousl|
+1696|16|3|1|8|7328.08|0.04|0.02|N|O|1998-04-28|1998-02-07|1998-05-10|NONE|TRUCK|the blithely|
+1696|139|5|2|13|13508.69|0.08|0.06|N|O|1998-03-01|1998-03-25|1998-03-24|TAKE BACK RETURN|TRUCK|tructions play slyly q|
+1696|2|5|3|19|17138.00|0.08|0.05|N|O|1998-05-03|1998-03-13|1998-05-28|TAKE BACK RETURN|REG AIR|its maintain alongside of the f|
+1696|193|4|4|21|22956.99|0.05|0.00|N|O|1998-05-04|1998-02-18|1998-05-07|NONE|MAIL|y players sleep along the final, pending |
+1696|94|7|5|43|42745.87|0.03|0.06|N|O|1998-02-14|1998-03-29|1998-02-20|COLLECT COD|FOB|arefully regular dep|
+1697|75|5|1|6|5850.42|0.05|0.00|N|O|1997-01-28|1996-11-27|1997-01-31|NONE|FOB|accounts breach slyly even de|
+1697|104|7|2|24|24098.40|0.00|0.08|N|O|1996-12-29|1996-12-19|1997-01-10|NONE|SHIP|ts cajole carefully above the carefully|
+1697|124|9|3|27|27651.24|0.06|0.00|N|O|1997-01-20|1996-12-02|1997-02-05|COLLECT COD|MAIL|ly regular packages across the silent, b|
+1697|94|5|4|49|48710.41|0.08|0.04|N|O|1996-12-07|1997-01-02|1996-12-31|COLLECT COD|TRUCK|lar foxes. fluffily furious ideas doubt qu|
+1697|35|1|5|19|17765.57|0.03|0.07|N|O|1997-01-08|1996-11-12|1997-01-11|DELIVER IN PERSON|FOB|ons? special, special accounts after|
+1698|97|8|1|44|43871.96|0.05|0.05|N|O|1997-05-16|1997-07-05|1997-05-27|NONE|RAIL|ts wake slyly after t|
+1698|93|5|2|6|5958.54|0.08|0.00|N|O|1997-08-21|1997-06-08|1997-09-03|DELIVER IN PERSON|RAIL| pending packages affix ne|
+1698|21|6|3|22|20262.44|0.03|0.04|N|O|1997-08-07|1997-05-28|1997-08-24|DELIVER IN PERSON|TRUCK|oward the furiously iro|
+1698|112|6|4|19|19230.09|0.00|0.07|N|O|1997-07-04|1997-06-21|1997-08-01|NONE|RAIL| fluffily e|
+1698|53|4|5|37|35262.85|0.00|0.03|N|O|1997-05-16|1997-05-29|1997-05-27|NONE|AIR|ly regular ideas. deposit|
+1698|166|7|6|15|15992.40|0.10|0.01|N|O|1997-07-20|1997-06-07|1997-07-21|TAKE BACK RETURN|RAIL|final ideas. even, ironic |
+1699|38|9|1|50|46901.50|0.00|0.06|A|F|1994-03-26|1994-03-23|1994-04-20|NONE|FOB|to the final requests are carefully silent |
+1699|135|6|2|17|17597.21|0.07|0.02|R|F|1994-01-12|1994-03-12|1994-02-08|NONE|AIR|haggle blithely slyly|
+1700|140|1|1|38|39525.32|0.04|0.04|N|O|1996-10-03|1996-07-27|1996-10-22|NONE|RAIL|ular dependencies engage slyly |
+1700|156|7|2|49|51751.35|0.04|0.00|N|O|1996-09-26|1996-07-28|1996-10-16|NONE|TRUCK|kly even dependencies haggle fluffi|
+1701|150|9|1|47|49357.05|0.08|0.05|R|F|1992-05-25|1992-06-29|1992-06-15|NONE|RAIL|slyly final requests cajole requests. f|
+1701|54|5|2|2|1908.10|0.01|0.04|R|F|1992-06-24|1992-07-12|1992-06-29|COLLECT COD|SHIP|ween the pending, final accounts. |
+1701|35|1|3|26|24310.78|0.10|0.06|R|F|1992-06-04|1992-07-11|1992-07-04|DELIVER IN PERSON|FOB| accounts. blithely pending pinto be|
+1702|67|2|1|19|18374.14|0.02|0.01|N|F|1995-06-02|1995-06-30|1995-06-29|NONE|REG AIR|ies haggle blith|
+1702|30|5|2|38|35341.14|0.00|0.00|N|O|1995-09-01|1995-06-10|1995-09-10|DELIVER IN PERSON|REG AIR|as believe blithely. bo|
+1702|195|6|3|46|50378.74|0.00|0.08|N|O|1995-07-14|1995-06-30|1995-07-20|NONE|FOB|y even foxes. carefully final dependencies |
+1702|93|4|4|28|27806.52|0.07|0.05|R|F|1995-06-10|1995-07-26|1995-06-16|TAKE BACK RETURN|AIR|nts haggle along the packa|
+1702|89|10|5|34|33628.72|0.01|0.06|N|O|1995-07-04|1995-06-08|1995-07-28|DELIVER IN PERSON|AIR|y careful packages; dogged acco|
+1702|42|9|6|28|26377.12|0.10|0.00|N|O|1995-08-14|1995-07-31|1995-09-08|COLLECT COD|RAIL|ackages sleep. furiously even excuses snooz|
+1703|166|5|1|36|38381.76|0.09|0.01|R|F|1993-04-22|1993-03-05|1993-04-24|DELIVER IN PERSON|SHIP|riously express |
+1703|137|8|2|35|36299.55|0.01|0.08|R|F|1993-04-14|1993-03-31|1993-04-27|NONE|RAIL|he carefully|
+1703|124|5|3|48|49157.76|0.06|0.02|R|F|1993-02-07|1993-04-20|1993-02-24|TAKE BACK RETURN|AIR|ggle slyly furiously regular theodol|
+1728|126|5|1|1|1026.12|0.07|0.04|N|O|1996-09-16|1996-08-19|1996-09-18|COLLECT COD|FOB|lly. carefully ex|
+1728|105|8|2|23|23117.30|0.05|0.02|N|O|1996-09-08|1996-07-24|1996-09-20|NONE|FOB|ns. pending, final ac|
+1728|165|10|3|44|46867.04|0.08|0.07|N|O|1996-07-31|1996-06-22|1996-08-06|COLLECT COD|FOB|ide of the slyly blithe|
+1728|27|8|4|34|31518.68|0.08|0.05|N|O|1996-08-28|1996-07-20|1996-09-12|DELIVER IN PERSON|MAIL|special req|
+1728|199|2|5|31|34074.89|0.09|0.02|N|O|1996-07-26|1996-06-28|1996-08-14|NONE|REG AIR|kly sly theodolites.|
+1729|157|8|1|12|12685.80|0.08|0.04|A|F|1992-08-11|1992-07-24|1992-08-16|COLLECT COD|RAIL|y pending packages detect. carefully re|
+1730|166|5|1|41|43712.56|0.01|0.03|N|O|1998-08-11|1998-08-29|1998-09-02|TAKE BACK RETURN|TRUCK| instructions. unusual, even Tiresi|
+1730|162|3|2|15|15932.40|0.07|0.04|N|O|1998-09-07|1998-09-12|1998-09-30|TAKE BACK RETURN|AIR|pinto beans cajole. bravely bold|
+1730|162|1|3|9|9559.44|0.10|0.00|N|O|1998-09-18|1998-09-15|1998-09-21|DELIVER IN PERSON|FOB|gular dependencies wake. blithely final e|
+1730|10|7|4|40|36400.40|0.02|0.03|N|O|1998-10-02|1998-10-06|1998-10-03|NONE|SHIP|ven dinos slee|
+1730|141|4|5|43|44769.02|0.04|0.06|N|O|1998-10-26|1998-10-22|1998-11-02|DELIVER IN PERSON|TRUCK|ng deposits cajo|
+1731|184|5|1|36|39030.48|0.10|0.00|N|O|1996-04-18|1996-04-03|1996-04-29|TAKE BACK RETURN|MAIL|ngside of the even instruct|
+1731|139|10|2|7|7273.91|0.04|0.07|N|O|1996-04-11|1996-02-13|1996-04-30|DELIVER IN PERSON|REG AIR|fily quick asymptotes|
+1731|51|9|3|50|47552.50|0.05|0.04|N|O|1996-01-14|1996-03-13|1996-01-29|COLLECT COD|RAIL|ly slyly speci|
+1731|196|10|4|23|25212.37|0.10|0.04|N|O|1996-04-22|1996-02-25|1996-05-16|TAKE BACK RETURN|RAIL|rays? bold, express pac|
+1731|53|4|5|37|35262.85|0.10|0.05|N|O|1996-04-30|1996-03-17|1996-05-27|TAKE BACK RETURN|RAIL| beans use furiously slyly b|
+1731|124|7|6|41|41988.92|0.03|0.08|N|O|1996-04-05|1996-02-28|1996-05-01|TAKE BACK RETURN|RAIL|haggle across the blithely ironi|
+1732|5|6|1|50|45250.00|0.02|0.01|R|F|1993-12-05|1994-01-23|1993-12-20|TAKE BACK RETURN|FOB|fily final asymptotes according |
+1732|99|10|2|36|35967.24|0.01|0.03|A|F|1994-03-15|1994-02-09|1994-04-02|DELIVER IN PERSON|TRUCK|ve the accounts. slowly ironic multip|
+1732|161|8|3|41|43507.56|0.00|0.04|R|F|1994-02-20|1994-01-07|1994-02-27|TAKE BACK RETURN|AIR|quests sublate against the silent |
+1732|152|3|4|9|9469.35|0.04|0.04|A|F|1994-02-25|1994-01-29|1994-03-16|TAKE BACK RETURN|FOB|ular platelets. deposits wak|
+1732|169|8|5|25|26729.00|0.02|0.05|A|F|1994-02-15|1994-01-07|1994-02-21|COLLECT COD|REG AIR|nag slyly. even, special de|
+1732|73|1|6|16|15569.12|0.01|0.05|R|F|1994-01-07|1994-01-02|1994-01-25|COLLECT COD|SHIP|ix carefully at the furiously regular pac|
+1733|111|5|1|41|41455.51|0.08|0.01|N|O|1996-06-13|1996-07-08|1996-07-07|TAKE BACK RETURN|AIR|ess notornis. fur|
+1733|24|7|2|16|14784.32|0.00|0.04|N|O|1996-08-28|1996-07-25|1996-09-27|COLLECT COD|MAIL|slyly express deposits sleep abo|
+1733|120|10|3|29|29583.48|0.10|0.06|N|O|1996-07-16|1996-08-08|1996-07-28|NONE|TRUCK|ns detect among the special accounts. qu|
+1733|136|7|4|38|39372.94|0.01|0.03|N|O|1996-08-26|1996-07-23|1996-08-28|NONE|FOB| deposits |
+1733|34|5|5|22|20548.66|0.06|0.07|N|O|1996-07-16|1996-07-24|1996-07-30|COLLECT COD|AIR|gainst the final deposits. carefully final |
+1733|66|7|6|9|8694.54|0.06|0.08|N|O|1996-05-25|1996-07-23|1996-06-10|COLLECT COD|TRUCK|ven foxes was according to t|
+1733|146|9|7|13|13599.82|0.02|0.03|N|O|1996-08-03|1996-08-02|1996-08-18|NONE|MAIL|olites sleep furious|
+1734|155|3|1|38|40095.70|0.03|0.03|R|F|1994-08-09|1994-09-07|1994-08-12|COLLECT COD|FOB|ts doubt b|
+1734|118|2|2|4|4072.44|0.06|0.03|A|F|1994-08-20|1994-07-17|1994-08-25|DELIVER IN PERSON|AIR|final warhorses.|
+1735|156|7|1|43|45414.45|0.02|0.06|A|F|1993-01-14|1993-03-25|1993-02-02|DELIVER IN PERSON|FOB|iously after the |
+1735|139|5|2|49|50917.37|0.03|0.04|A|F|1992-12-31|1993-02-03|1993-01-25|TAKE BACK RETURN|TRUCK|y express accounts above the exp|
+1760|96|9|1|38|37851.42|0.09|0.03|N|O|1996-06-15|1996-06-29|1996-07-11|NONE|MAIL|tions. blithely regular orbits against the |
+1760|8|9|2|3|2724.00|0.00|0.06|N|O|1996-07-18|1996-07-01|1996-08-01|NONE|RAIL|lyly bold dolphins haggle carefully. sl|
+1760|137|8|3|44|45633.72|0.05|0.01|N|O|1996-06-11|1996-06-16|1996-07-02|COLLECT COD|REG AIR|instructions poach slyly ironic theodolites|
+1761|52|4|1|33|31417.65|0.09|0.03|R|F|1994-01-03|1994-01-23|1994-01-31|NONE|FOB|s. excuses a|
+1761|52|3|2|37|35225.85|0.02|0.07|R|F|1994-02-17|1994-03-08|1994-03-16|NONE|RAIL| integrate. quickly unusual|
+1761|49|6|3|37|35114.48|0.06|0.04|R|F|1994-01-02|1994-03-12|1994-01-25|DELIVER IN PERSON|TRUCK|regular packages wake after|
+1761|73|1|4|49|47680.43|0.06|0.07|R|F|1994-01-08|1994-03-03|1994-02-05|TAKE BACK RETURN|FOB|y even packages promise|
+1761|157|5|5|37|39114.55|0.03|0.04|R|F|1994-04-24|1994-03-14|1994-04-29|TAKE BACK RETURN|MAIL|express requests print blithely around the|
+1761|24|7|6|12|11088.24|0.01|0.05|A|F|1994-04-16|1994-03-08|1994-04-21|DELIVER IN PERSON|AIR| sleep furiously. deposits are acco|
+1761|1|6|7|13|11713.00|0.03|0.08|R|F|1994-03-06|1994-03-18|1994-03-22|DELIVER IN PERSON|TRUCK|ons boost fu|
+1762|26|5|1|15|13890.30|0.04|0.08|A|F|1994-12-18|1994-10-29|1995-01-17|TAKE BACK RETURN|REG AIR|old packages thrash. care|
+1762|50|3|2|39|37051.95|0.10|0.02|A|F|1994-09-12|1994-11-09|1994-10-08|DELIVER IN PERSON|MAIL| ironic platelets sleep along t|
+1762|32|8|3|7|6524.21|0.05|0.01|R|F|1994-09-03|1994-10-02|1994-09-10|NONE|REG AIR|uickly express packages wake slyly-- regul|
+1762|145|2|4|24|25083.36|0.03|0.03|A|F|1994-11-30|1994-11-02|1994-12-20|NONE|REG AIR|accounts solve alongside of the fluffily |
+1762|8|9|5|49|44492.00|0.08|0.05|A|F|1994-10-20|1994-11-02|1994-11-10|TAKE BACK RETURN|SHIP| packages sleep fluffily pen|
+1762|94|7|6|35|34793.15|0.05|0.05|A|F|1994-11-25|1994-10-21|1994-11-28|COLLECT COD|AIR|ind quickly. accounts ca|
+1762|73|3|7|47|45734.29|0.03|0.01|A|F|1994-11-02|1994-10-07|1994-11-08|NONE|SHIP| blithely brave|
+1763|12|9|1|22|20064.22|0.09|0.06|N|O|1997-01-17|1997-01-15|1997-02-03|TAKE BACK RETURN|SHIP|ld. fluffily final ideas boos|
+1763|157|5|2|43|45457.45|0.04|0.04|N|O|1996-11-04|1996-12-09|1996-11-28|DELIVER IN PERSON|FOB|r deposits integrate blithely pending, quic|
+1763|25|10|3|16|14800.32|0.06|0.02|N|O|1996-12-12|1996-12-04|1996-12-25|DELIVER IN PERSON|RAIL|ously pending asymptotes a|
+1763|61|6|4|44|42286.64|0.04|0.05|N|O|1996-12-04|1997-01-06|1996-12-25|DELIVER IN PERSON|REG AIR| instructions need to integrate deposits. |
+1763|147|4|5|13|13612.82|0.03|0.05|N|O|1996-11-23|1997-01-24|1996-12-05|TAKE BACK RETURN|SHIP|s sleep carefully. fluffily unusua|
+1763|143|4|6|3|3129.42|0.05|0.03|N|O|1996-12-10|1996-12-06|1997-01-04|TAKE BACK RETURN|FOB|ut the slyly pending deposi|
+1763|184|5|7|2|2168.36|0.05|0.07|N|O|1997-02-27|1996-12-04|1997-03-27|COLLECT COD|FOB|even pinto beans snooze fluffi|
+1764|121|2|1|20|20422.40|0.09|0.02|A|F|1992-06-09|1992-05-22|1992-07-06|COLLECT COD|MAIL|y quickly regular packages. car|
+1764|67|4|2|3|2901.18|0.07|0.07|R|F|1992-05-13|1992-06-07|1992-05-26|COLLECT COD|RAIL|es wake slowly. |
+1764|78|6|3|27|26407.89|0.07|0.04|A|F|1992-05-06|1992-05-11|1992-05-23|COLLECT COD|TRUCK|ly final foxes wake blithely even requests|
+1765|161|2|1|36|38201.76|0.08|0.04|N|O|1996-03-02|1996-02-17|1996-03-14|DELIVER IN PERSON|SHIP|he blithely pending accou|
+1766|87|8|1|32|31586.56|0.08|0.01|N|O|1997-01-08|1996-11-11|1997-01-31|TAKE BACK RETURN|AIR|ess accounts. stealthily ironic accou|
+1766|34|10|2|12|11208.36|0.05|0.01|N|O|1996-10-28|1996-12-18|1996-11-15|DELIVER IN PERSON|AIR|heodolites above the final, regular acc|
+1766|111|1|3|1|1011.11|0.10|0.02|N|O|1997-01-21|1997-01-07|1997-02-19|NONE|TRUCK|ly blithely pending accounts. reg|
+1767|25|4|1|32|29600.64|0.08|0.04|A|F|1995-05-22|1995-05-14|1995-05-23|COLLECT COD|SHIP|to the bravely ironic requests i|
+1767|42|1|2|1|942.04|0.09|0.05|N|O|1995-06-23|1995-05-25|1995-07-03|TAKE BACK RETURN|RAIL|ing to the slyly fin|
+1767|174|5|3|24|25780.08|0.06|0.03|R|F|1995-03-16|1995-04-29|1995-04-11|DELIVER IN PERSON|RAIL|luffy theodolites need to detect furi|
+1767|23|8|4|50|46151.00|0.01|0.02|R|F|1995-05-29|1995-04-14|1995-06-15|NONE|REG AIR|y unusual foxe|
+1767|52|10|5|40|38082.00|0.06|0.00|R|F|1995-04-16|1995-05-06|1995-04-21|TAKE BACK RETURN|AIR|ep. accounts nag blithely fu|
+1792|88|9|1|9|8892.72|0.09|0.04|R|F|1994-02-28|1993-12-11|1994-03-12|TAKE BACK RETURN|AIR|final packages s|
+1792|9|6|2|5|4545.00|0.04|0.02|R|F|1994-02-13|1994-01-03|1994-02-28|DELIVER IN PERSON|TRUCK|ely regular accounts are slyly. pending, bo|
+1792|9|2|3|8|7272.00|0.01|0.04|A|F|1994-02-21|1994-01-26|1994-02-27|DELIVER IN PERSON|RAIL|nts. fluffily special instructions integr|
+1792|191|3|4|45|49103.55|0.00|0.01|A|F|1994-02-27|1993-12-24|1994-03-07|DELIVER IN PERSON|MAIL|ests are. ironic, regular asy|
+1792|199|2|5|35|38471.65|0.06|0.05|R|F|1994-01-31|1994-01-20|1994-02-17|NONE|FOB|e against the quic|
+1793|48|5|1|29|27493.16|0.01|0.06|R|F|1992-10-24|1992-09-20|1992-11-23|NONE|MAIL|ar excuses. |
+1793|126|9|2|4|4104.48|0.07|0.05|A|F|1992-07-28|1992-08-26|1992-08-21|COLLECT COD|RAIL|nic foxes along the even|
+1793|131|7|3|6|6186.78|0.01|0.05|R|F|1992-09-21|1992-09-05|1992-10-01|DELIVER IN PERSON|REG AIR|uctions; depo|
+1793|118|8|4|4|4072.44|0.00|0.08|R|F|1992-09-27|1992-09-21|1992-10-07|DELIVER IN PERSON|AIR|equests nod ac|
+1793|25|6|5|42|38850.84|0.03|0.03|A|F|1992-10-13|1992-10-02|1992-11-06|NONE|RAIL|uctions sleep carefully special, fl|
+1794|168|9|1|36|38453.76|0.09|0.08|N|O|1997-11-07|1997-11-01|1997-11-18|TAKE BACK RETURN|FOB|ely fluffily ironi|
+1794|95|8|2|3|2985.27|0.02|0.03|N|O|1997-11-15|1997-12-16|1997-11-20|DELIVER IN PERSON|FOB| sentiments according to the q|
+1794|117|8|3|23|23393.53|0.08|0.04|N|O|1997-10-13|1997-11-30|1997-10-28|TAKE BACK RETURN|AIR|usly unusual theodolites doze about |
+1794|85|6|4|34|33492.72|0.06|0.08|N|O|1997-09-29|1997-11-13|1997-10-07|TAKE BACK RETURN|SHIP|rs above the accoun|
+1794|117|4|5|47|47804.17|0.10|0.06|N|O|1998-01-15|1997-11-30|1998-02-14|DELIVER IN PERSON|TRUCK| haggle slyly. furiously express orbit|
+1794|91|3|6|37|36670.33|0.01|0.01|N|O|1998-01-12|1997-12-21|1998-01-17|DELIVER IN PERSON|MAIL|ackages. pinto|
+1795|137|8|1|44|45633.72|0.08|0.08|A|F|1994-04-28|1994-05-24|1994-05-27|NONE|AIR|ites sleep carefully slyly p|
+1795|114|5|2|34|34479.74|0.08|0.00|A|F|1994-04-24|1994-06-01|1994-05-08|DELIVER IN PERSON|SHIP|closely regular instructions wake. |
+1795|168|3|3|25|26704.00|0.07|0.01|A|F|1994-05-18|1994-05-22|1994-05-20|TAKE BACK RETURN|RAIL|he always express accounts ca|
+1795|125|8|4|32|32803.84|0.03|0.06|R|F|1994-05-10|1994-04-21|1994-05-17|DELIVER IN PERSON|SHIP| asymptotes across the bold,|
+1795|163|8|5|11|11694.76|0.08|0.02|R|F|1994-06-19|1994-04-24|1994-07-02|TAKE BACK RETURN|TRUCK|slyly. special pa|
+1796|10|1|1|28|25480.28|0.08|0.04|A|F|1992-12-01|1993-01-01|1992-12-24|DELIVER IN PERSON|FOB|y quickly ironic accounts.|
+1796|185|6|2|8|8681.44|0.00|0.08|R|F|1993-01-07|1993-01-04|1993-01-10|NONE|SHIP|slyly bold accounts are furiously agains|
+1797|31|7|1|17|15827.51|0.01|0.02|N|O|1996-08-06|1996-07-11|1996-08-29|NONE|TRUCK| cajole carefully. unusual Tiresias e|
+1797|145|2|2|16|16722.24|0.01|0.00|N|O|1996-06-03|1996-07-21|1996-06-07|NONE|FOB|o beans wake regular accounts. blit|
+1797|12|9|3|21|19152.21|0.02|0.01|N|O|1996-08-05|1996-08-05|1996-08-06|DELIVER IN PERSON|AIR|ns. regular, regular deposit|
+1798|109|10|1|43|43391.30|0.01|0.08|N|O|1997-08-27|1997-10-23|1997-09-09|DELIVER IN PERSON|MAIL|ld packages sleep furiously. depend|
+1799|52|10|1|8|7616.40|0.04|0.08|R|F|1994-06-14|1994-05-27|1994-06-27|TAKE BACK RETURN|MAIL|ealms upon the special, ironic waters|
+1799|27|10|2|42|38934.84|0.02|0.02|R|F|1994-04-05|1994-04-28|1994-04-09|DELIVER IN PERSON|FOB|es pending |
+1824|120|10|1|45|45905.40|0.03|0.02|R|F|1994-08-21|1994-06-21|1994-09-19|NONE|RAIL|ent Tiresias. quickly express |
+1824|69|4|2|40|38762.40|0.10|0.03|A|F|1994-05-08|1994-07-24|1994-06-06|NONE|FOB|es mold furiously final instructions. s|
+1825|156|1|1|43|45414.45|0.05|0.05|A|F|1994-02-18|1994-02-19|1994-03-02|TAKE BACK RETURN|RAIL| accounts breach fluffily spe|
+1825|148|5|2|39|40877.46|0.00|0.00|R|F|1994-04-01|1994-01-12|1994-04-21|DELIVER IN PERSON|REG AIR|ual, bold ideas haggle above the quickly ir|
+1825|17|4|3|7|6419.07|0.04|0.03|A|F|1994-01-02|1994-01-30|1994-01-30|TAKE BACK RETURN|REG AIR|fully ironic requests. requests cajole ex|
+1825|121|10|4|23|23485.76|0.05|0.01|R|F|1994-01-08|1994-02-08|1994-01-19|NONE|MAIL| wake express, even r|
+1825|178|9|5|33|35579.61|0.04|0.04|A|F|1993-12-07|1994-03-01|1993-12-16|TAKE BACK RETURN|RAIL|about the ne|
+1826|27|10|1|4|3708.08|0.06|0.00|R|F|1992-07-05|1992-06-12|1992-08-04|DELIVER IN PERSON|MAIL|alongside of the quickly unusual re|
+1826|68|3|2|9|8712.54|0.07|0.07|R|F|1992-07-12|1992-07-11|1992-07-15|DELIVER IN PERSON|TRUCK| blithely special|
+1826|176|4|3|14|15066.38|0.05|0.01|A|F|1992-04-28|1992-05-31|1992-05-25|COLLECT COD|TRUCK|uriously bold pinto beans are carefully ag|
+1826|180|9|4|6|6481.08|0.05|0.04|R|F|1992-06-30|1992-05-17|1992-07-30|DELIVER IN PERSON|RAIL|kages. blithely silent|
+1826|135|1|5|46|47615.98|0.05|0.06|R|F|1992-05-02|1992-06-25|1992-05-26|TAKE BACK RETURN|FOB|ously? quickly pe|
+1826|108|3|6|43|43348.30|0.02|0.03|A|F|1992-07-28|1992-06-14|1992-08-03|NONE|MAIL|ss tithes use even ideas. fluffily final t|
+1827|90|1|1|47|46534.23|0.00|0.01|N|O|1996-08-01|1996-08-07|1996-08-23|TAKE BACK RETURN|RAIL|. pending courts about the even e|
+1827|154|9|2|48|50599.20|0.03|0.05|N|O|1996-08-28|1996-09-15|1996-09-01|COLLECT COD|RAIL|oxes. special, final asymptote|
+1827|200|1|3|37|40707.40|0.01|0.07|N|O|1996-07-20|1996-08-18|1996-08-08|DELIVER IN PERSON|REG AIR|ously ironic theodolites serve quickly af|
+1827|127|10|4|4|4108.48|0.04|0.04|N|O|1996-07-22|1996-09-10|1996-08-11|DELIVER IN PERSON|RAIL|special requests. blithely|
+1827|80|10|5|24|23521.92|0.00|0.08|N|O|1996-08-07|1996-09-01|1996-09-04|DELIVER IN PERSON|SHIP|al gifts! re|
+1827|21|2|6|7|6447.14|0.10|0.02|N|O|1996-08-28|1996-08-07|1996-08-31|DELIVER IN PERSON|AIR|egular foxes|
+1827|6|7|7|38|34428.00|0.05|0.01|N|O|1996-10-17|1996-08-29|1996-11-07|TAKE BACK RETURN|SHIP| blithely. express, bo|
+1828|100|4|1|33|33003.30|0.05|0.04|R|F|1994-06-27|1994-06-10|1994-07-24|COLLECT COD|FOB|s boost carefully. pending d|
+1828|13|3|2|40|36520.40|0.08|0.07|R|F|1994-05-05|1994-07-02|1994-05-19|COLLECT COD|REG AIR|s use above the quietly fin|
+1828|196|7|3|11|12058.09|0.07|0.08|R|F|1994-07-21|1994-05-28|1994-08-13|DELIVER IN PERSON|FOB| wake blithely |
+1828|8|3|4|45|40860.00|0.02|0.05|R|F|1994-05-15|1994-05-29|1994-05-28|COLLECT COD|RAIL| accounts run slyly |
+1828|79|7|5|14|13706.98|0.01|0.08|A|F|1994-05-20|1994-06-02|1994-05-25|TAKE BACK RETURN|SHIP|. final packages along the carefully bold|
+1829|150|7|1|12|12601.80|0.05|0.06|A|F|1994-08-23|1994-07-13|1994-09-04|DELIVER IN PERSON|FOB|ges wake furiously express pinto|
+1829|5|6|2|11|9955.00|0.04|0.05|A|F|1994-05-18|1994-06-13|1994-06-07|COLLECT COD|MAIL|ding orbits|
+1829|104|9|3|49|49200.90|0.09|0.08|A|F|1994-08-26|1994-08-01|1994-09-16|NONE|TRUCK|ound the quickly |
+1829|153|4|4|14|14744.10|0.03|0.06|A|F|1994-08-15|1994-06-08|1994-08-30|TAKE BACK RETURN|AIR|regular deposits alongside of the flu|
+1829|166|5|5|6|6396.96|0.02|0.07|A|F|1994-08-09|1994-08-05|1994-09-05|DELIVER IN PERSON|MAIL|s haggle! slyl|
+1829|115|5|6|36|36543.96|0.09|0.04|R|F|1994-06-10|1994-06-23|1994-06-22|NONE|FOB|ackages-- express requests sleep; pen|
+1830|120|4|1|38|38764.56|0.00|0.07|R|F|1995-04-20|1995-05-22|1995-04-24|TAKE BACK RETURN|TRUCK|ely even a|
+1830|25|10|2|9|8325.18|0.05|0.07|R|F|1995-03-09|1995-05-24|1995-03-14|NONE|SHIP|st furiously among |
+1830|82|3|3|36|35354.88|0.07|0.07|R|F|1995-04-21|1995-04-14|1995-05-10|DELIVER IN PERSON|SHIP| slowly unusual orbits. carefull|
+1831|136|2|1|9|9325.17|0.02|0.03|A|F|1993-12-17|1994-01-27|1993-12-26|NONE|TRUCK|mptotes. furiously regular dolphins al|
+1831|48|9|2|9|8532.36|0.07|0.06|R|F|1994-03-22|1994-01-07|1994-04-06|COLLECT COD|MAIL|ent deposits. regular saute|
+1831|115|5|3|17|17256.87|0.02|0.08|R|F|1994-01-18|1994-02-12|1994-01-30|TAKE BACK RETURN|MAIL|s boost ironic foxe|
+1831|95|8|4|23|22887.07|0.06|0.02|R|F|1993-12-21|1994-02-08|1994-01-04|NONE|SHIP|ests. express pinto beans abou|
+1856|55|10|1|10|9550.50|0.05|0.07|R|F|1992-05-11|1992-05-20|1992-06-02|TAKE BACK RETURN|FOB|he furiously even theodolites. account|
+1856|97|10|2|47|46863.23|0.07|0.07|R|F|1992-03-22|1992-06-09|1992-04-17|DELIVER IN PERSON|FOB|ingly blithe theodolites. slyly pending |
+1856|117|7|3|20|20342.20|0.04|0.06|R|F|1992-05-04|1992-05-06|1992-05-11|DELIVER IN PERSON|MAIL|ost carefully. slyly bold accounts|
+1856|150|1|4|22|23103.30|0.08|0.02|A|F|1992-05-02|1992-05-26|1992-05-20|TAKE BACK RETURN|REG AIR|platelets detect slyly regular packages. ca|
+1856|190|1|5|14|15262.66|0.01|0.01|A|F|1992-04-14|1992-05-02|1992-05-11|COLLECT COD|SHIP|ans are even requests. deposits caj|
+1856|23|6|6|36|33228.72|0.03|0.05|A|F|1992-06-19|1992-05-12|1992-06-28|TAKE BACK RETURN|TRUCK|ly even foxes kindle blithely even realm|
+1856|130|3|7|42|43265.46|0.04|0.00|R|F|1992-05-23|1992-06-06|1992-06-19|COLLECT COD|RAIL|usly final deposits|
+1857|174|5|1|15|16112.55|0.10|0.03|R|F|1993-04-05|1993-02-28|1993-04-13|COLLECT COD|RAIL|egular, regular inst|
+1857|167|6|2|40|42686.40|0.10|0.00|R|F|1993-02-15|1993-03-08|1993-02-21|NONE|AIR|slyly close d|
+1857|119|3|3|8|8152.88|0.01|0.07|R|F|1993-01-27|1993-04-04|1993-02-20|TAKE BACK RETURN|AIR|slyly about the fluffily silent req|
+1857|100|3|4|41|41004.10|0.07|0.07|A|F|1993-04-16|1993-02-16|1993-04-18|NONE|REG AIR| the slyly|
+1858|14|8|1|33|30162.33|0.01|0.02|N|O|1997-12-28|1998-02-03|1998-01-13|NONE|RAIL|tect along the slyly final|
+1859|75|6|1|18|17551.26|0.10|0.00|N|O|1997-08-08|1997-06-30|1997-08-26|TAKE BACK RETURN|SHIP|e carefully a|
+1859|188|9|2|36|39174.48|0.02|0.01|N|O|1997-05-05|1997-07-08|1997-05-25|TAKE BACK RETURN|REG AIR|regular requests. carefully unusual theo|
+1859|158|10|3|5|5290.75|0.06|0.03|N|O|1997-06-20|1997-05-20|1997-07-19|TAKE BACK RETURN|AIR|across the p|
+1859|191|2|4|21|22914.99|0.00|0.03|N|O|1997-08-06|1997-05-29|1997-08-26|TAKE BACK RETURN|REG AIR|lar packages wake quickly exp|
+1859|46|3|5|11|10406.44|0.06|0.06|N|O|1997-07-15|1997-06-05|1997-07-29|TAKE BACK RETURN|SHIP|ffily ironic pac|
+1859|105|8|6|12|12061.20|0.08|0.03|N|O|1997-05-22|1997-06-08|1997-06-07|COLLECT COD|TRUCK|es. unusual, silent request|
+1860|113|4|1|9|9117.99|0.04|0.04|N|O|1996-08-03|1996-05-31|1996-08-04|DELIVER IN PERSON|TRUCK|c realms print carefully car|
+1861|68|5|1|7|6776.42|0.08|0.05|A|F|1994-01-14|1994-04-03|1994-01-16|COLLECT COD|RAIL|s foxes. slyly|
+1861|27|8|2|31|28737.62|0.10|0.05|R|F|1994-01-29|1994-03-07|1994-02-15|TAKE BACK RETURN|RAIL|arefully unusual|
+1861|24|9|3|23|21252.46|0.00|0.08|A|F|1994-04-09|1994-03-04|1994-04-11|DELIVER IN PERSON|MAIL|in packages sleep silent dolphins; sly|
+1861|116|6|4|38|38612.18|0.10|0.05|R|F|1994-02-26|1994-02-05|1994-03-01|NONE|RAIL|pending deposits cajole quic|
+1861|16|3|5|2|1832.02|0.03|0.08|R|F|1994-04-26|1994-03-15|1994-05-15|TAKE BACK RETURN|MAIL|e final, regular requests. carefully |
+1862|30|5|1|41|38131.23|0.10|0.00|N|O|1998-06-05|1998-05-17|1998-07-04|COLLECT COD|FOB| carefully along|
+1862|166|7|2|37|39447.92|0.06|0.02|N|O|1998-04-15|1998-05-15|1998-05-14|TAKE BACK RETURN|MAIL|l deposits. carefully even dep|
+1862|104|1|3|26|26106.60|0.02|0.01|N|O|1998-03-25|1998-05-17|1998-04-17|TAKE BACK RETURN|TRUCK|g carefully: thinly ironic deposits af|
+1863|63|2|1|48|46226.88|0.09|0.04|A|F|1993-10-10|1993-12-09|1993-10-19|NONE|FOB|ans hinder furiou|
+1863|157|2|2|48|50743.20|0.04|0.08|A|F|1993-11-08|1993-11-05|1993-12-08|COLLECT COD|AIR|onic theodolites alongside of the pending a|
+1888|98|10|1|27|26948.43|0.03|0.06|R|F|1994-02-13|1994-01-16|1994-02-25|NONE|REG AIR|. carefully special dolphins sle|
+1888|74|5|2|38|37014.66|0.03|0.03|R|F|1993-11-29|1994-01-16|1993-12-08|TAKE BACK RETURN|TRUCK|dazzle carefull|
+1888|80|1|3|49|48023.92|0.07|0.05|A|F|1994-02-27|1994-01-14|1994-03-28|DELIVER IN PERSON|FOB|lar accounts haggle carefu|
+1888|19|10|4|9|8271.09|0.01|0.04|A|F|1994-02-09|1994-01-22|1994-02-19|NONE|AIR| packages are blithely. carefu|
+1888|160|1|5|4|4240.64|0.03|0.06|R|F|1993-12-28|1993-12-19|1994-01-11|COLLECT COD|FOB|lphins. ironically special theodolit|
+1888|53|8|6|48|45746.40|0.08|0.08|R|F|1994-02-28|1993-12-16|1994-03-15|COLLECT COD|TRUCK|ar ideas cajole. regular p|
+1888|167|6|7|50|53358.00|0.04|0.07|R|F|1993-12-22|1994-01-10|1994-01-06|DELIVER IN PERSON|FOB|ependencies affix blithely regular warhors|
+1889|152|4|1|41|43138.15|0.10|0.02|N|O|1997-06-15|1997-05-10|1997-07-08|NONE|AIR|s! furiously pending r|
+1889|172|3|2|13|13938.21|0.05|0.00|N|O|1997-06-12|1997-04-28|1997-06-23|NONE|REG AIR|to the regular accounts. carefully express|
+1889|138|9|3|36|37372.68|0.05|0.07|N|O|1997-05-19|1997-06-14|1997-05-23|NONE|SHIP|l pinto beans kindle |
+1889|168|5|4|5|5340.80|0.02|0.07|N|O|1997-06-26|1997-06-09|1997-07-21|COLLECT COD|AIR|ording to the blithely silent r|
+1890|141|8|1|26|27069.64|0.03|0.07|N|O|1997-04-02|1997-03-13|1997-04-22|DELIVER IN PERSON|FOB|ngage. slyly ironic |
+1890|100|1|2|43|43004.30|0.07|0.03|N|O|1996-12-30|1997-01-31|1997-01-19|DELIVER IN PERSON|FOB|p ironic, express accounts. fu|
+1890|59|1|3|24|23017.20|0.06|0.04|N|O|1997-02-09|1997-02-10|1997-02-12|COLLECT COD|MAIL|is wake carefully above the even id|
+1890|68|9|4|43|41626.58|0.09|0.04|N|O|1997-04-08|1997-02-19|1997-04-30|TAKE BACK RETURN|FOB|lyly. instructions across the furiously|
+1890|122|3|5|45|45995.40|0.08|0.05|N|O|1997-04-15|1997-03-16|1997-04-19|COLLECT COD|FOB|he carefully regular sauternes. ironic fret|
+1890|181|2|6|16|17298.88|0.08|0.02|N|O|1997-02-13|1997-02-18|1997-03-12|TAKE BACK RETURN|TRUCK|ged pinto beans. regular, regular id|
+1890|121|4|7|10|10211.20|0.01|0.04|N|O|1996-12-24|1997-02-19|1997-01-01|DELIVER IN PERSON|AIR|. even, unusual inst|
+1891|77|8|1|45|43968.15|0.07|0.04|A|F|1994-12-20|1995-01-16|1995-01-05|NONE|RAIL|ests along|
+1891|184|5|2|18|19515.24|0.06|0.00|A|F|1995-01-24|1995-01-29|1995-02-14|NONE|RAIL| foxes above the carefu|
+1891|198|9|3|15|16472.85|0.03|0.00|R|F|1995-03-11|1995-03-05|1995-03-18|TAKE BACK RETURN|MAIL| accounts are furiou|
+1892|113|7|1|48|48629.28|0.02|0.01|A|F|1994-06-16|1994-06-16|1994-06-28|NONE|RAIL|tornis detect regul|
+1892|43|2|2|35|33006.40|0.04|0.08|R|F|1994-04-05|1994-05-09|1994-05-03|NONE|MAIL|hes nod furiously around the instruc|
+1892|134|5|3|37|38262.81|0.10|0.03|R|F|1994-04-11|1994-06-04|1994-04-24|TAKE BACK RETURN|SHIP|nts. slyly regular asymptot|
+1892|197|9|4|14|15360.66|0.06|0.07|R|F|1994-04-08|1994-06-12|1994-04-27|DELIVER IN PERSON|FOB|furiously about the furiously|
+1893|99|1|1|43|42960.87|0.10|0.00|N|O|1998-01-25|1998-01-06|1998-02-14|COLLECT COD|SHIP|he carefully regular |
+1893|148|9|2|49|51358.86|0.03|0.05|N|O|1998-01-19|1998-01-28|1998-02-02|TAKE BACK RETURN|FOB|y final foxes bo|
+1893|45|6|3|3|2835.12|0.03|0.02|N|O|1998-02-10|1998-01-18|1998-02-25|DELIVER IN PERSON|MAIL|gular, even ideas. fluffily bol|
+1893|101|6|4|18|18019.80|0.07|0.06|N|O|1998-01-24|1998-01-12|1998-02-13|TAKE BACK RETURN|RAIL|g packages. fluffily final reques|
+1893|53|4|5|6|5718.30|0.10|0.02|N|O|1998-01-23|1997-12-22|1998-02-09|DELIVER IN PERSON|TRUCK|ar accounts use. daringly ironic packag|
+1894|169|10|1|40|42766.40|0.03|0.07|R|F|1992-06-07|1992-05-11|1992-07-01|DELIVER IN PERSON|FOB|ily furiously bold packages. flu|
+1895|161|6|1|43|45629.88|0.09|0.07|R|F|1994-07-26|1994-07-19|1994-08-11|NONE|AIR| carefully eve|
+1920|96|7|1|24|23906.16|0.04|0.05|N|O|1998-09-27|1998-08-23|1998-10-15|DELIVER IN PERSON|AIR|thely. bold, pend|
+1920|51|6|2|31|29482.55|0.05|0.06|N|O|1998-08-01|1998-08-30|1998-08-17|COLLECT COD|SHIP|lly. ideas wa|
+1920|18|2|3|6|5508.06|0.01|0.05|N|O|1998-10-01|1998-08-20|1998-10-24|COLLECT COD|SHIP|l ideas boost slyly pl|
+1920|84|5|4|50|49204.00|0.09|0.06|N|O|1998-10-03|1998-08-04|1998-10-29|DELIVER IN PERSON|MAIL|e blithely unusual foxes. brave packages|
+1920|34|10|5|14|13076.42|0.08|0.05|N|O|1998-10-22|1998-08-10|1998-10-27|DELIVER IN PERSON|AIR|ickly ironic d|
+1921|21|10|1|9|8289.18|0.08|0.00|R|F|1994-02-01|1994-03-20|1994-03-01|DELIVER IN PERSON|FOB|to beans. even excuses integrate specia|
+1921|140|6|2|21|21842.94|0.02|0.06|R|F|1994-02-08|1994-03-28|1994-02-15|COLLECT COD|FOB|ckly regula|
+1921|71|2|3|27|26218.89|0.00|0.04|A|F|1994-04-26|1994-04-07|1994-04-30|TAKE BACK RETURN|FOB|ing pinto beans above the pend|
+1922|10|5|1|13|11830.13|0.05|0.03|N|O|1996-10-24|1996-09-21|1996-11-15|NONE|SHIP|quests. furiously|
+1923|37|8|1|9|8433.27|0.01|0.08|N|O|1997-08-29|1997-09-13|1997-09-07|NONE|FOB|lites. ironic instructions integrate bravel|
+1923|178|8|2|23|24797.91|0.07|0.05|N|O|1997-09-08|1997-08-11|1997-09-14|TAKE BACK RETURN|MAIL|aggle carefully. furiously permanent|
+1923|180|1|3|11|11881.98|0.03|0.03|N|O|1997-07-12|1997-09-04|1997-08-01|TAKE BACK RETURN|REG AIR|ages wake slyly about the furiously regular|
+1923|193|5|4|49|53566.31|0.06|0.05|N|O|1997-07-21|1997-08-08|1997-07-26|NONE|AIR|de of the carefully expre|
+1923|184|5|5|25|27104.50|0.10|0.08|N|O|1997-08-18|1997-08-20|1997-09-12|DELIVER IN PERSON|TRUCK|the ideas: slyly pendin|
+1923|37|3|6|50|46851.50|0.03|0.03|N|O|1997-11-04|1997-08-08|1997-11-25|NONE|TRUCK|uickly along the bold courts. bold the|
+1924|73|1|1|7|6811.49|0.06|0.07|N|O|1997-01-01|1996-12-02|1997-01-08|COLLECT COD|SHIP|osits. even accounts nag furious|
+1924|18|8|2|47|43146.47|0.02|0.06|N|O|1996-11-24|1996-10-18|1996-12-13|COLLECT COD|REG AIR|silent requests cajole blithely final pack|
+1924|57|8|3|40|38282.00|0.04|0.08|N|O|1996-10-31|1996-11-30|1996-11-21|NONE|REG AIR|ains sleep carefully|
+1924|34|5|4|31|28954.93|0.03|0.03|N|O|1996-09-20|1996-10-19|1996-10-19|DELIVER IN PERSON|SHIP| the slyly regular foxes. ruthle|
+1924|36|7|5|17|15912.51|0.04|0.05|N|O|1996-12-31|1996-11-12|1997-01-25|COLLECT COD|TRUCK|e carefully theodolites. ironically ironic |
+1924|76|4|6|15|14641.05|0.02|0.04|N|O|1997-01-04|1996-11-13|1997-01-27|NONE|SHIP|he package|
+1924|40|1|7|21|19740.84|0.09|0.03|N|O|1996-09-21|1996-11-12|1996-10-02|TAKE BACK RETURN|AIR| blithely reg|
+1925|184|5|1|50|54209.00|0.01|0.02|R|F|1992-04-12|1992-04-23|1992-05-08|TAKE BACK RETURN|TRUCK|usual pinto|
+1925|135|1|2|35|36229.55|0.06|0.06|R|F|1992-05-11|1992-04-10|1992-05-14|TAKE BACK RETURN|AIR|counts. carefully ironic packages boost ab|
+1925|116|10|3|40|40644.40|0.08|0.08|A|F|1992-05-17|1992-05-20|1992-06-08|TAKE BACK RETURN|AIR|e carefully regul|
+1925|30|5|4|17|15810.51|0.06|0.02|R|F|1992-05-18|1992-04-06|1992-06-16|TAKE BACK RETURN|MAIL|instructions sleep. pinto bea|
+1926|51|9|1|24|22825.20|0.06|0.05|N|O|1996-05-04|1996-03-14|1996-06-01|DELIVER IN PERSON|RAIL|e theodolites.|
+1926|106|9|2|29|29176.90|0.09|0.08|N|O|1996-02-26|1996-03-14|1996-03-14|TAKE BACK RETURN|TRUCK|es. dependencies according to the fl|
+1926|178|6|3|10|10781.70|0.02|0.03|N|O|1996-05-23|1996-03-02|1996-06-04|NONE|AIR|usly bold accounts. express accounts|
+1926|68|9|4|13|12584.78|0.04|0.02|N|O|1996-04-26|1996-04-13|1996-05-08|DELIVER IN PERSON|MAIL|eans wake bli|
+1926|40|1|5|29|27261.16|0.06|0.00|N|O|1996-02-29|1996-03-13|1996-03-24|DELIVER IN PERSON|MAIL|hily unusual packages are fluffily am|
+1927|68|5|1|3|2904.18|0.00|0.05|N|O|1995-10-06|1995-12-08|1995-11-05|COLLECT COD|FOB|ccounts affi|
+1927|73|2|2|15|14596.05|0.08|0.08|N|O|1995-12-25|1995-12-26|1995-12-31|COLLECT COD|RAIL| carefully regular requests sleep car|
+1927|65|10|3|6|5790.36|0.05|0.05|N|O|1995-11-29|1995-11-20|1995-12-08|TAKE BACK RETURN|TRUCK|furiously even wat|
+1952|53|8|1|7|6671.35|0.04|0.05|A|F|1994-05-06|1994-06-11|1994-05-12|NONE|RAIL|about the express, even requ|
+1952|142|5|2|6|6252.84|0.06|0.05|A|F|1994-05-09|1994-05-21|1994-05-26|DELIVER IN PERSON|AIR|packages haggle. |
+1953|128|1|1|25|25703.00|0.07|0.06|A|F|1994-01-07|1994-01-28|1994-01-29|TAKE BACK RETURN|RAIL|ular, regular i|
+1953|14|5|2|35|31990.35|0.06|0.06|R|F|1994-02-03|1994-02-25|1994-02-14|DELIVER IN PERSON|FOB|among the fur|
+1954|152|7|1|31|32616.65|0.06|0.06|N|O|1997-08-18|1997-07-07|1997-09-03|DELIVER IN PERSON|RAIL|against the packages. bold, ironic e|
+1954|182|3|2|1|1082.18|0.03|0.01|N|O|1997-09-16|1997-07-08|1997-10-07|COLLECT COD|MAIL|te. furiously final deposits hag|
+1954|199|2|3|11|12091.09|0.07|0.07|N|O|1997-08-07|1997-07-23|1997-08-25|DELIVER IN PERSON|TRUCK|y carefully ironi|
+1954|159|4|4|12|12709.80|0.02|0.08|N|O|1997-07-19|1997-07-04|1997-08-06|COLLECT COD|AIR|ongside of the slyly unusual requests. reg|
+1954|170|7|5|29|31034.93|0.08|0.08|N|O|1997-08-25|1997-07-15|1997-09-02|DELIVER IN PERSON|RAIL|use thinly furiously regular asy|
+1954|177|8|6|13|14003.21|0.00|0.07|N|O|1997-06-15|1997-08-22|1997-06-20|TAKE BACK RETURN|MAIL|y ironic instructions cajole|
+1954|194|5|7|49|53615.31|0.05|0.06|N|O|1997-06-04|1997-08-29|1997-06-14|COLLECT COD|TRUCK|eans. final pinto beans sleep furiousl|
+1955|137|3|1|32|33188.16|0.02|0.02|A|F|1992-07-05|1992-06-29|1992-08-03|TAKE BACK RETURN|TRUCK|g to the carefully sile|
+1955|18|8|2|2|1836.02|0.03|0.01|R|F|1992-07-06|1992-07-06|1992-08-01|COLLECT COD|TRUCK|ickly aroun|
+1955|158|6|3|41|43384.15|0.08|0.06|A|F|1992-08-01|1992-06-04|1992-08-07|COLLECT COD|AIR| carefully against the furiously reg|
+1955|9|4|4|16|14544.00|0.03|0.07|A|F|1992-04-30|1992-06-23|1992-05-23|TAKE BACK RETURN|FOB|odolites eat s|
+1955|159|10|5|11|11650.65|0.09|0.01|A|F|1992-06-03|1992-07-04|1992-06-07|NONE|REG AIR|ously quickly pendi|
+1956|177|8|1|8|8617.36|0.02|0.04|A|F|1992-12-25|1992-11-24|1993-01-12|TAKE BACK RETURN|AIR|efully about the ironic, ironic de|
+1956|103|6|2|16|16049.60|0.00|0.05|R|F|1992-11-11|1992-11-11|1992-11-30|NONE|FOB|es cajole blithely. pen|
+1956|139|5|3|39|40526.07|0.08|0.02|A|F|1992-09-24|1992-11-26|1992-10-15|DELIVER IN PERSON|REG AIR|r theodolites sleep above the b|
+1956|29|10|4|11|10219.22|0.10|0.00|A|F|1992-12-19|1992-10-29|1993-01-07|TAKE BACK RETURN|AIR| the braids slee|
+1956|155|10|5|16|16882.40|0.08|0.02|R|F|1992-09-28|1992-10-21|1992-09-30|TAKE BACK RETURN|FOB| wake after the |
+1957|79|9|1|50|48953.50|0.09|0.05|N|O|1998-08-08|1998-09-28|1998-08-27|COLLECT COD|FOB|gainst the re|
+1957|119|3|2|31|31592.41|0.10|0.08|N|O|1998-08-13|1998-08-31|1998-08-16|NONE|REG AIR|express packages maintain fluffi|
+1958|73|2|1|9|8757.63|0.01|0.05|N|O|1995-12-08|1995-12-17|1995-12-18|DELIVER IN PERSON|REG AIR|ickly. slyly bold |
+1958|176|7|2|29|31208.93|0.05|0.06|N|O|1996-01-19|1995-12-05|1996-02-14|COLLECT COD|SHIP|d pinto beans|
+1958|102|3|3|4|4008.40|0.04|0.02|N|O|1995-10-24|1995-12-09|1995-10-28|DELIVER IN PERSON|AIR|he slyly even dependencies |
+1958|83|4|4|38|37357.04|0.09|0.07|N|O|1995-10-09|1995-11-26|1995-11-05|COLLECT COD|TRUCK|yly. slyly regular courts use silentl|
+1958|101|8|5|31|31034.10|0.08|0.01|N|O|1995-10-31|1995-11-12|1995-11-07|TAKE BACK RETURN|TRUCK|r deposits c|
+1958|17|4|6|44|40348.44|0.08|0.04|N|O|1995-12-17|1995-11-30|1996-01-15|TAKE BACK RETURN|RAIL|c theodolites after the unusual deposit|
+1958|39|5|7|29|27231.87|0.02|0.05|N|O|1995-10-14|1995-11-06|1995-11-01|NONE|REG AIR|final requests nag according to the |
+1959|169|10|1|46|49181.36|0.04|0.00|N|O|1997-05-05|1997-03-03|1997-05-24|TAKE BACK RETURN|AIR| furiously ex|
+1959|120|7|2|15|15301.80|0.08|0.07|N|O|1997-01-20|1997-02-18|1997-02-08|DELIVER IN PERSON|MAIL| quickly sp|
+1984|53|5|1|45|42887.25|0.03|0.04|N|O|1998-04-09|1998-06-11|1998-05-01|COLLECT COD|AIR|p. quickly final ideas sle|
+1984|70|7|2|35|33952.45|0.01|0.07|N|O|1998-05-18|1998-05-04|1998-06-01|COLLECT COD|RAIL|tes. quickly pending packages haggle boldl|
+1985|28|1|1|33|30624.66|0.10|0.03|R|F|1994-12-04|1994-11-01|1994-12-05|DELIVER IN PERSON|FOB|s are express packages. pendin|
+1985|21|6|2|50|46051.00|0.04|0.02|R|F|1994-09-30|1994-10-18|1994-10-12|COLLECT COD|AIR|ate carefully. carefully|
+1985|134|10|3|20|20682.60|0.07|0.03|R|F|1994-10-29|1994-11-12|1994-11-27|NONE|TRUCK|regular requests. furiously express|
+1985|199|10|4|30|32975.70|0.05|0.07|R|F|1994-09-06|1994-10-10|1994-09-26|NONE|RAIL|uickly. instr|
+1985|124|9|5|42|43013.04|0.05|0.05|R|F|1994-10-25|1994-11-03|1994-11-19|DELIVER IN PERSON|SHIP| patterns? final requests after the sp|
+1985|20|7|6|2|1840.04|0.02|0.00|A|F|1994-11-25|1994-10-09|1994-12-25|TAKE BACK RETURN|FOB| silent inst|
+1986|92|3|1|12|11905.08|0.06|0.05|A|F|1994-08-17|1994-06-28|1994-09-02|COLLECT COD|RAIL|sleep furiously fluffily final|
+1986|105|8|2|10|10051.00|0.10|0.03|R|F|1994-05-14|1994-06-21|1994-06-02|COLLECT COD|REG AIR|yly into the carefully even |
+1986|63|2|3|14|13482.84|0.04|0.02|R|F|1994-07-14|1994-06-19|1994-08-08|NONE|SHIP|the packages. pending, unusual|
+1987|16|6|1|7|6412.07|0.03|0.03|A|F|1994-07-30|1994-07-06|1994-08-29|NONE|REG AIR| regular a|
+1988|72|1|1|36|34994.52|0.09|0.04|N|O|1996-01-21|1995-11-24|1996-01-27|NONE|RAIL|gular theodolites. |
+1988|199|3|2|19|20884.61|0.08|0.08|N|O|1996-02-03|1995-12-10|1996-02-14|COLLECT COD|FOB|lly about the slyly thin instructions. f|
+1988|54|6|3|8|7632.40|0.06|0.01|N|O|1995-10-20|1995-11-11|1995-11-18|DELIVER IN PERSON|AIR|le quickly ac|
+1988|36|2|4|27|25272.81|0.08|0.00|N|O|1996-01-27|1995-12-24|1996-02-24|TAKE BACK RETURN|TRUCK|uests. regular requests are according to t|
+1988|79|8|5|26|25455.82|0.08|0.04|N|O|1996-01-25|1995-12-15|1996-01-26|COLLECT COD|SHIP| ironic dolphins haggl|
+1988|86|7|6|9|8874.72|0.08|0.03|N|O|1995-12-26|1996-01-02|1996-01-25|DELIVER IN PERSON|MAIL|lar platelets. slyly ironic packa|
+1989|10|7|1|47|42770.47|0.10|0.02|R|F|1994-06-21|1994-05-27|1994-06-22|TAKE BACK RETURN|REG AIR|final deposits s|
+1990|101|2|1|46|46050.60|0.01|0.07|R|F|1994-12-29|1995-03-14|1995-01-13|NONE|TRUCK|ar sentiments.|
+1991|110|3|1|39|39394.29|0.06|0.02|A|F|1993-01-01|1992-11-29|1993-01-10|TAKE BACK RETURN|TRUCK|ckages? carefully bold depos|
+1991|53|1|2|49|46699.45|0.08|0.06|R|F|1992-10-19|1992-11-29|1992-10-25|NONE|SHIP|nd the ideas affi|
+1991|174|5|3|6|6445.02|0.02|0.01|A|F|1992-11-02|1992-10-08|1992-11-14|TAKE BACK RETURN|REG AIR|hes nag slyly|
+1991|138|9|4|6|6228.78|0.10|0.06|A|F|1992-11-21|1992-11-03|1992-11-27|NONE|RAIL|uickly blithely final de|
+1991|60|8|5|49|47042.94|0.06|0.00|R|F|1992-09-10|1992-11-30|1992-10-07|NONE|AIR|quests cajole blithely|
+2016|147|4|1|2|2094.28|0.02|0.07|N|O|1996-10-12|1996-11-09|1996-10-31|DELIVER IN PERSON|TRUCK|carefully according to the |
+2016|63|8|2|15|14445.90|0.04|0.05|N|O|1996-09-24|1996-10-05|1996-10-21|TAKE BACK RETURN|MAIL|uests haggle carefully furiously regul|
+2016|122|7|3|8|8176.96|0.09|0.02|N|O|1996-09-19|1996-10-21|1996-10-13|TAKE BACK RETURN|SHIP|mptotes haggle ideas. packages wake flu|
+2017|103|4|1|49|49151.90|0.10|0.06|N|O|1998-05-26|1998-07-01|1998-06-06|COLLECT COD|TRUCK| after the unusual instructions. sly|
+2017|71|2|2|14|13594.98|0.07|0.04|N|O|1998-06-28|1998-06-15|1998-07-11|NONE|TRUCK|ily final w|
+2017|84|5|3|11|10824.88|0.05|0.02|N|O|1998-05-22|1998-07-13|1998-05-26|TAKE BACK RETURN|TRUCK|gside of the slyly dogged dolp|
+2018|195|6|1|2|2190.38|0.02|0.07|N|O|1995-06-25|1995-06-20|1995-07-04|NONE|TRUCK|ly ironic accounts against the slyly sly|
+2018|129|10|2|23|23669.76|0.05|0.01|R|F|1995-05-05|1995-05-12|1995-05-22|TAKE BACK RETURN|RAIL|ingly even theodolites s|
+2019|4|9|1|31|28024.00|0.07|0.03|R|F|1992-11-18|1992-12-26|1992-11-24|DELIVER IN PERSON|FOB|l ideas across the slowl|
+2019|52|7|2|18|17136.90|0.04|0.03|R|F|1993-01-24|1992-12-22|1993-02-02|NONE|MAIL|are carefully furiously regular requ|
+2020|34|10|1|50|46701.50|0.06|0.01|R|F|1993-07-12|1993-08-28|1993-08-02|COLLECT COD|TRUCK|ts against the pending ideas serve along|
+2020|176|4|2|40|43046.80|0.09|0.00|A|F|1993-10-17|1993-09-14|1993-10-29|TAKE BACK RETURN|RAIL|ently across the|
+2020|14|4|3|30|27420.30|0.07|0.04|A|F|1993-09-08|1993-08-11|1993-09-29|TAKE BACK RETURN|AIR|ly about the blithely ironic foxes. bold|
+2020|61|8|4|27|25948.62|0.05|0.06|A|F|1993-07-14|1993-09-02|1993-08-03|NONE|FOB|e of the bold foxes haggle |
+2021|85|6|1|7|6895.56|0.08|0.04|N|O|1995-10-17|1995-09-29|1995-10-20|NONE|MAIL| accounts boost blithely. blithely reg|
+2021|166|3|2|19|20257.04|0.04|0.05|N|O|1995-08-14|1995-09-05|1995-08-23|NONE|RAIL| above the slyly fl|
+2022|169|8|1|38|40628.08|0.00|0.08|R|F|1992-07-05|1992-04-20|1992-07-13|TAKE BACK RETURN|REG AIR| against the express accounts wake ca|
+2022|55|3|2|38|36291.90|0.05|0.04|R|F|1992-06-17|1992-05-15|1992-06-28|COLLECT COD|SHIP|instructions dazzle carefull|
+2022|49|10|3|48|45553.92|0.10|0.02|A|F|1992-06-14|1992-06-04|1992-07-12|DELIVER IN PERSON|SHIP|counts. slyly enticing accounts are during |
+2022|182|3|4|16|17314.88|0.05|0.03|R|F|1992-06-23|1992-05-22|1992-07-07|NONE|TRUCK|ages wake slyly care|
+2022|100|1|5|36|36003.60|0.05|0.02|R|F|1992-03-24|1992-05-07|1992-04-13|NONE|MAIL|ly after the foxes. regular, final inst|
+2022|129|2|6|20|20582.40|0.08|0.08|A|F|1992-03-31|1992-04-17|1992-04-02|NONE|SHIP|r deposits kindle |
+2022|78|9|7|13|12714.91|0.06|0.08|R|F|1992-04-04|1992-05-30|1992-04-21|NONE|FOB| orbits haggle fluffily fl|
+2023|127|10|1|9|9244.08|0.05|0.04|R|F|1992-06-04|1992-06-30|1992-06-10|NONE|AIR|ly regular pinto beans poa|
+2023|38|4|2|2|1876.06|0.01|0.00|R|F|1992-08-27|1992-07-16|1992-08-29|DELIVER IN PERSON|RAIL|ing packages. fluffily silen|
+2023|19|6|3|25|22975.25|0.10|0.03|A|F|1992-07-19|1992-07-07|1992-08-15|NONE|REG AIR| wake furiously among the slyly final|
+2023|185|6|4|9|9766.62|0.02|0.00|A|F|1992-07-23|1992-07-04|1992-08-20|TAKE BACK RETURN|AIR|nts maintain blithely alongside of the|
+2023|20|10|5|22|20240.44|0.04|0.06|A|F|1992-06-15|1992-07-13|1992-06-21|TAKE BACK RETURN|SHIP|ronic attainments. |
+2023|43|2|6|29|27348.16|0.02|0.06|A|F|1992-08-29|1992-07-28|1992-09-18|COLLECT COD|RAIL|usual instructions. bli|
+2023|134|10|7|50|51706.50|0.00|0.03|R|F|1992-06-20|1992-07-04|1992-06-23|DELIVER IN PERSON|FOB|its! carefully ex|
+2048|35|1|1|7|6545.21|0.06|0.01|R|F|1993-12-07|1994-01-31|1994-01-05|TAKE BACK RETURN|REG AIR|lent platelets boost deposits. carefully sp|
+2048|8|5|2|5|4540.00|0.04|0.04|A|F|1994-01-18|1994-02-01|1994-01-29|TAKE BACK RETURN|TRUCK|affix carefully against |
+2048|101|2|3|12|12013.20|0.01|0.05|R|F|1994-01-28|1994-01-19|1994-02-08|NONE|AIR| even theodoli|
+2048|97|1|4|11|10967.99|0.10|0.03|R|F|1993-12-20|1994-01-19|1994-01-04|TAKE BACK RETURN|MAIL|totes. idly ironic packages nag|
+2049|189|10|1|25|27229.50|0.08|0.00|N|O|1996-03-31|1996-02-29|1996-04-15|DELIVER IN PERSON|MAIL| excuses above the |
+2049|35|1|2|31|28985.93|0.10|0.05|N|O|1995-12-25|1996-02-25|1995-12-29|TAKE BACK RETURN|MAIL| packages are slyly alongside|
+2049|67|6|3|18|17407.08|0.05|0.05|N|O|1996-01-09|1996-01-22|1996-01-25|TAKE BACK RETURN|AIR| sleep fluffily. dependencies use never|
+2049|6|7|4|39|35334.00|0.02|0.05|N|O|1996-01-17|1996-01-21|1996-02-03|TAKE BACK RETURN|MAIL|the even pinto beans |
+2049|126|1|5|30|30783.60|0.04|0.06|N|O|1995-12-16|1996-02-04|1995-12-22|NONE|TRUCK|ial accounts are among the furiously perma|
+2049|84|5|6|17|16729.36|0.07|0.00|N|O|1996-02-04|1996-03-01|1996-02-24|NONE|FOB|al, regular foxes. pending, |
+2050|73|2|1|47|45734.29|0.05|0.03|A|F|1994-08-25|1994-07-18|1994-09-15|DELIVER IN PERSON|TRUCK|tside the blithely pending packages eat f|
+2050|152|3|2|48|50503.20|0.05|0.01|A|F|1994-09-30|1994-08-23|1994-10-29|COLLECT COD|AIR| final packages. pinto|
+2050|113|4|3|41|41537.51|0.10|0.04|A|F|1994-06-08|1994-08-27|1994-06-23|NONE|AIR| final theodolites. depende|
+2050|32|8|4|11|10252.33|0.02|0.01|A|F|1994-07-27|1994-08-18|1994-08-02|DELIVER IN PERSON|REG AIR|ns. bold, final ideas cajole among the fi|
+2050|168|9|5|16|17090.56|0.07|0.01|R|F|1994-08-17|1994-07-28|1994-09-05|DELIVER IN PERSON|REG AIR|al accounts. closely even |
+2050|49|2|6|29|27522.16|0.00|0.05|A|F|1994-09-23|1994-08-01|1994-10-23|TAKE BACK RETURN|MAIL|oxes alongsid|
+2050|48|5|7|25|23701.00|0.10|0.00|R|F|1994-08-18|1994-07-04|1994-09-04|TAKE BACK RETURN|RAIL|y according to |
+2051|25|6|1|43|39775.86|0.08|0.04|N|O|1996-04-22|1996-06-16|1996-04-28|COLLECT COD|RAIL|ounts sleep fluffily even requ|
+2051|130|1|2|48|49446.24|0.01|0.02|N|O|1996-05-04|1996-06-14|1996-05-19|NONE|TRUCK|unts. pending platelets believe about|
+2052|68|7|1|50|48403.00|0.09|0.08|R|F|1992-06-22|1992-06-03|1992-07-19|DELIVER IN PERSON|AIR|wake after the decoy|
+2052|135|1|2|35|36229.55|0.09|0.05|A|F|1992-05-29|1992-05-24|1992-06-11|NONE|TRUCK|ts according t|
+2052|43|2|3|16|15088.64|0.01|0.08|A|F|1992-06-30|1992-07-09|1992-07-12|NONE|SHIP|y final deposits cajole according |
+2052|96|7|4|47|46816.23|0.08|0.01|A|F|1992-06-18|1992-05-16|1992-07-02|TAKE BACK RETURN|REG AIR|final requests. stealt|
+2053|101|4|1|20|20022.00|0.09|0.00|A|F|1995-04-25|1995-04-12|1995-05-13|NONE|TRUCK|ly ironic foxes haggle slyly speci|
+2053|33|4|2|34|31723.02|0.07|0.00|A|F|1995-03-15|1995-03-20|1995-04-09|TAKE BACK RETURN|TRUCK|ions. unusual dependencies|
+2053|65|2|3|46|44392.76|0.01|0.03|R|F|1995-04-01|1995-04-02|1995-04-18|NONE|RAIL|tions. furiously even requests hagg|
+2053|121|6|4|31|31654.72|0.06|0.08|R|F|1995-03-23|1995-03-13|1995-04-16|DELIVER IN PERSON|SHIP|ts. fluffily final mul|
+2054|113|4|1|11|11144.21|0.03|0.05|R|F|1992-08-13|1992-08-26|1992-08-22|NONE|AIR|ular accou|
+2054|120|7|2|31|31623.72|0.05|0.08|A|F|1992-08-18|1992-09-04|1992-08-24|NONE|FOB|se bold, regular accounts. unusual depos|
+2054|121|2|3|32|32675.84|0.06|0.00|A|F|1992-06-23|1992-07-08|1992-07-22|NONE|FOB| packages thrash. carefully final|
+2054|174|3|4|14|15038.38|0.10|0.05|R|F|1992-06-25|1992-09-05|1992-07-14|DELIVER IN PERSON|SHIP|uickly final|
+2054|6|1|5|40|36240.00|0.08|0.06|R|F|1992-06-23|1992-08-09|1992-07-04|TAKE BACK RETURN|RAIL|n pinto beans. ironic courts are iro|
+2054|134|10|6|17|17580.21|0.08|0.01|A|F|1992-06-09|1992-08-28|1992-06-16|NONE|AIR|ges nag acc|
+2054|11|1|7|4|3644.04|0.00|0.08|R|F|1992-08-12|1992-08-31|1992-08-15|DELIVER IN PERSON|AIR|lyly careful requests wake fl|
+2055|45|6|1|15|14175.60|0.04|0.06|A|F|1993-09-15|1993-10-06|1993-10-07|NONE|REG AIR|furiously bold |
+2055|9|10|2|15|13635.00|0.06|0.05|R|F|1993-10-30|1993-11-21|1993-11-22|COLLECT COD|RAIL|gular foxes. b|
+2055|135|1|3|12|12421.56|0.00|0.02|A|F|1993-10-26|1993-11-23|1993-11-22|COLLECT COD|TRUCK|al pains. acco|
+2055|134|10|4|16|16546.08|0.02|0.02|A|F|1993-11-16|1993-11-12|1993-11-28|NONE|TRUCK|arefully daringly regular accounts.|
+2080|7|4|1|5|4535.00|0.08|0.05|R|F|1993-08-26|1993-08-07|1993-09-02|DELIVER IN PERSON|TRUCK|refully unusual theo|
+2080|197|9|2|39|42790.41|0.07|0.04|A|F|1993-08-22|1993-09-09|1993-08-23|COLLECT COD|FOB|ic deposits haggle slyly carefully eve|
+2081|89|10|1|26|25716.08|0.03|0.08|N|O|1997-10-21|1997-10-03|1997-11-10|NONE|FOB|among the slyly express accounts. silen|
+2081|149|2|2|13|13638.82|0.07|0.05|N|O|1997-08-23|1997-08-22|1997-09-09|TAKE BACK RETURN|MAIL|fter the even deposi|
+2081|13|10|3|32|29216.32|0.09|0.07|N|O|1997-09-05|1997-09-26|1997-10-03|TAKE BACK RETURN|SHIP|e. final, regular dependencies sleep slyly!|
+2081|85|6|4|23|22656.84|0.03|0.08|N|O|1997-07-06|1997-09-11|1997-07-21|TAKE BACK RETURN|MAIL|ual requests wake blithely above the|
+2081|113|7|5|19|19249.09|0.02|0.06|N|O|1997-10-01|1997-08-12|1997-10-18|COLLECT COD|SHIP|s affix sometimes express requests. quickly|
+2081|142|9|6|31|32306.34|0.03|0.06|N|O|1997-09-19|1997-09-13|1997-09-27|NONE|AIR| silent, spe|
+2082|75|3|1|36|35102.52|0.00|0.00|R|F|1995-01-20|1995-03-18|1995-01-31|COLLECT COD|MAIL|haggle furiously silent pinto beans|
+2082|105|10|2|12|12061.20|0.08|0.05|A|F|1995-01-27|1995-02-11|1995-02-07|NONE|FOB| ironic instructions. carefull|
+2083|24|3|1|37|34188.74|0.07|0.00|R|F|1993-09-07|1993-09-30|1993-09-18|TAKE BACK RETURN|MAIL|ng the special foxes wake packages. f|
+2084|182|3|1|42|45451.56|0.03|0.05|A|F|1993-03-29|1993-05-05|1993-04-22|COLLECT COD|REG AIR|y fluffily even foxes. |
+2084|180|10|2|23|24844.14|0.09|0.08|A|F|1993-06-05|1993-05-26|1993-06-06|DELIVER IN PERSON|AIR|es against |
+2084|136|2|3|37|38336.81|0.07|0.05|A|F|1993-07-16|1993-04-20|1993-08-06|NONE|AIR|y careful courts.|
+2084|94|8|4|9|8946.81|0.02|0.02|A|F|1993-03-18|1993-06-08|1993-03-30|NONE|TRUCK|heaves boost slyly after the pla|
+2084|27|10|5|28|25956.56|0.07|0.02|R|F|1993-05-04|1993-05-14|1993-05-31|COLLECT COD|TRUCK|cajole quickly carefu|
+2084|115|9|6|15|15226.65|0.09|0.04|A|F|1993-06-23|1993-04-25|1993-07-23|COLLECT COD|SHIP|tithes. bravely pendi|
+2084|194|6|7|34|37202.46|0.09|0.02|R|F|1993-06-20|1993-05-28|1993-06-25|DELIVER IN PERSON|RAIL| carefully ironic requests. fluffil|
+2085|41|8|1|45|42346.80|0.00|0.07|R|F|1994-02-27|1994-01-11|1994-03-29|TAKE BACK RETURN|MAIL|. carefully e|
+2086|60|1|1|22|21121.32|0.03|0.07|R|F|1994-12-04|1994-12-16|1994-12-20|DELIVER IN PERSON|RAIL|idly busy acc|
+2086|141|10|2|32|33316.48|0.04|0.06|A|F|1994-11-15|1995-01-05|1994-12-09|TAKE BACK RETURN|TRUCK|e carefully along th|
+2086|105|6|3|44|44224.40|0.02|0.01|A|F|1994-12-04|1994-11-30|1994-12-21|DELIVER IN PERSON|FOB|latelets s|
+2086|84|5|4|27|26570.16|0.02|0.00|A|F|1994-11-04|1995-01-14|1994-11-25|COLLECT COD|REG AIR|theodolites haggle blithely blithe p|
+2086|156|1|5|33|34852.95|0.04|0.00|A|F|1995-02-06|1994-11-25|1995-02-15|NONE|SHIP| slyly regular foxes. un|
+2086|200|3|6|20|22004.00|0.01|0.03|R|F|1994-11-30|1994-12-28|1994-12-07|COLLECT COD|FOB|lithely ironic acc|
+2086|156|8|7|7|7393.05|0.04|0.05|R|F|1994-12-27|1994-12-10|1995-01-05|COLLECT COD|RAIL| beans haggle car|
+2087|127|8|1|1|1027.12|0.05|0.04|N|O|1998-03-27|1998-03-24|1998-04-18|DELIVER IN PERSON|REG AIR|the quickly idle acco|
+2087|168|3|2|46|49135.36|0.10|0.03|N|O|1998-02-24|1998-04-02|1998-03-04|DELIVER IN PERSON|AIR|ter the dolphins.|
+2087|62|3|3|1|962.06|0.02|0.05|N|O|1998-05-27|1998-04-11|1998-06-12|COLLECT COD|REG AIR|hely final acc|
+2087|59|1|4|6|5754.30|0.03|0.08|N|O|1998-04-23|1998-03-27|1998-05-18|DELIVER IN PERSON|REG AIR|dazzle after the slyly si|
+2112|71|2|1|18|17479.26|0.02|0.05|N|O|1997-05-02|1997-03-16|1997-05-25|TAKE BACK RETURN|TRUCK|lphins solve ideas. even, special reque|
+2113|123|8|1|40|40924.80|0.04|0.06|N|O|1998-01-16|1997-12-11|1998-02-06|TAKE BACK RETURN|TRUCK|bout the quickly ironic t|
+2113|112|2|2|24|24290.64|0.03|0.02|N|O|1998-02-19|1998-01-08|1998-03-16|COLLECT COD|MAIL|kly regular accounts hinder about the|
+2114|168|9|1|50|53408.00|0.05|0.05|A|F|1995-02-05|1995-03-18|1995-02-13|COLLECT COD|RAIL|pecial pinto bean|
+2114|186|7|2|26|28240.68|0.02|0.02|A|F|1995-04-30|1995-04-16|1995-05-28|NONE|SHIP|ar asymptotes sleep |
+2114|162|1|3|25|26554.00|0.07|0.01|A|F|1995-02-15|1995-03-13|1995-02-22|COLLECT COD|AIR|unts. regular, express accounts wake. b|
+2115|196|8|1|27|29597.13|0.06|0.03|N|O|1998-09-01|1998-07-29|1998-09-04|NONE|AIR|de of the carefully bold accounts |
+2115|184|5|2|43|46619.74|0.06|0.02|N|O|1998-07-14|1998-07-25|1998-07-24|COLLECT COD|FOB| carefully pending requests alongs|
+2115|51|3|3|3|2853.15|0.03|0.04|N|O|1998-07-23|1998-07-30|1998-08-14|DELIVER IN PERSON|FOB|quickly ironic dolphin|
+2115|49|10|4|47|44604.88|0.06|0.07|N|O|1998-08-29|1998-07-30|1998-09-05|TAKE BACK RETURN|REG AIR|regular accounts integrate brav|
+2115|199|3|5|13|14289.47|0.04|0.00|N|O|1998-08-07|1998-08-06|1998-08-13|DELIVER IN PERSON|REG AIR|into beans. even accounts abou|
+2116|131|2|1|2|2062.26|0.00|0.02|R|F|1994-10-16|1994-11-24|1994-11-09|DELIVER IN PERSON|TRUCK|r theodolites use blithely about the ir|
+2116|140|1|2|47|48886.58|0.10|0.06|R|F|1994-09-01|1994-11-18|1994-09-25|COLLECT COD|MAIL|iously ironic dependencies around the iro|
+2116|184|5|3|11|11925.98|0.03|0.05|R|F|1994-09-15|1994-10-21|1994-09-21|NONE|FOB| pinto beans. final, final sauternes play |
+2117|165|2|1|36|38345.76|0.10|0.01|N|O|1997-08-06|1997-07-15|1997-08-07|DELIVER IN PERSON|SHIP|ronic accounts wake|
+2117|61|6|2|19|18260.14|0.04|0.00|N|O|1997-07-30|1997-06-18|1997-08-13|DELIVER IN PERSON|REG AIR|s between the slyly regula|
+2117|58|3|3|43|41196.15|0.04|0.03|N|O|1997-06-27|1997-06-12|1997-07-22|DELIVER IN PERSON|SHIP| foxes sleep furiously |
+2117|91|4|4|24|23786.16|0.00|0.07|N|O|1997-06-15|1997-05-27|1997-06-18|COLLECT COD|SHIP|thely slyly pending platelets. ironic, |
+2117|147|8|5|3|3141.42|0.02|0.05|N|O|1997-05-05|1997-07-20|1997-05-26|TAKE BACK RETURN|TRUCK|tes cajole|
+2117|1|4|6|27|24327.00|0.09|0.08|N|O|1997-06-30|1997-06-27|1997-07-11|TAKE BACK RETURN|REG AIR| the carefully ironic ideas|
+2118|160|1|1|24|25443.84|0.10|0.03|N|O|1997-01-06|1996-12-14|1997-01-14|TAKE BACK RETURN|RAIL|about the slyly bold depende|
+2118|184|5|2|4|4336.72|0.08|0.01|N|O|1996-10-25|1996-11-10|1996-11-22|COLLECT COD|AIR|theodolites affix according |
+2118|145|4|3|11|11496.54|0.05|0.04|N|O|1996-12-23|1996-12-20|1997-01-01|COLLECT COD|RAIL|y ironic accounts sleep upon the packages. |
+2119|102|7|1|36|36075.60|0.04|0.00|N|O|1996-11-10|1996-10-25|1996-12-03|TAKE BACK RETURN|RAIL|ly bold foxes. ironic accoun|
+2144|92|6|1|33|32738.97|0.00|0.07|R|F|1994-04-04|1994-06-20|1994-04-23|NONE|AIR| ironic excuses haggle final dependencies. |
+2144|51|9|2|46|43748.30|0.03|0.08|R|F|1994-04-08|1994-04-29|1994-05-07|COLLECT COD|SHIP| foxes haggle blithel|
+2144|4|9|3|29|26216.00|0.00|0.07|R|F|1994-05-03|1994-05-16|1994-06-01|DELIVER IN PERSON|FOB|ns wake carefully carefully ironic|
+2144|158|9|4|10|10581.50|0.00|0.04|R|F|1994-06-16|1994-05-03|1994-07-05|COLLECT COD|AIR| furiously unusual ideas. carefull|
+2145|78|8|1|13|12714.91|0.04|0.05|A|F|1992-11-12|1992-12-13|1992-12-07|TAKE BACK RETURN|MAIL|alongside of the slyly final|
+2145|154|6|2|6|6324.90|0.05|0.01|A|F|1992-10-10|1992-11-29|1992-10-14|NONE|AIR|s. fluffily express accounts sleep. slyl|
+2146|57|5|1|42|40196.10|0.10|0.01|A|F|1992-09-21|1992-11-02|1992-09-23|NONE|AIR|ns according to the doggedly |
+2146|157|5|2|6|6342.90|0.07|0.05|A|F|1993-01-03|1992-10-24|1993-01-24|DELIVER IN PERSON|RAIL|ing to the requests. dependencies boost |
+2146|25|8|3|14|12950.28|0.03|0.01|R|F|1992-09-16|1992-10-16|1992-09-20|COLLECT COD|SHIP|ecial, express a|
+2146|26|9|4|31|28706.62|0.02|0.00|A|F|1993-01-04|1992-10-24|1993-01-15|DELIVER IN PERSON|TRUCK|lly even deposit|
+2146|169|4|5|28|29936.48|0.02|0.05|R|F|1993-01-03|1992-10-17|1993-01-08|COLLECT COD|MAIL|r accounts sleep furio|
+2146|71|9|6|32|31074.24|0.07|0.03|R|F|1993-01-10|1992-10-19|1993-02-05|COLLECT COD|TRUCK|y regular foxes wake among the final|
+2146|25|6|7|39|36075.78|0.07|0.06|R|F|1993-01-05|1992-11-06|1993-01-14|DELIVER IN PERSON|TRUCK|uickly regular excuses detect. regular c|
+2147|29|8|1|50|46451.00|0.04|0.06|R|F|1992-11-18|1992-11-30|1992-11-30|NONE|RAIL|al accounts. even, even foxes wake|
+2147|101|2|2|4|4004.40|0.01|0.04|A|F|1992-09-27|1992-11-15|1992-10-22|NONE|AIR|mong the blithely special|
+2147|44|7|3|34|32097.36|0.10|0.04|R|F|1992-11-29|1992-11-08|1992-12-22|TAKE BACK RETURN|REG AIR|egular deposits hang car|
+2147|11|8|4|11|10021.11|0.06|0.07|A|F|1992-09-27|1992-11-16|1992-10-16|NONE|AIR| the fluffily|
+2148|116|6|1|21|21338.31|0.09|0.01|R|F|1995-05-28|1995-05-26|1995-06-15|NONE|FOB|deposits ag|
+2149|19|9|1|12|11028.12|0.05|0.07|R|F|1993-06-01|1993-05-06|1993-06-11|TAKE BACK RETURN|TRUCK|riously bl|
+2149|99|10|2|10|9990.90|0.06|0.01|R|F|1993-06-09|1993-04-17|1993-06-16|DELIVER IN PERSON|TRUCK|eposits sleep above|
+2149|49|2|3|47|44604.88|0.00|0.04|R|F|1993-06-27|1993-05-12|1993-07-11|COLLECT COD|AIR|hely final depo|
+2149|129|8|4|18|18524.16|0.06|0.00|A|F|1993-04-05|1993-05-11|1993-04-23|DELIVER IN PERSON|REG AIR|uriously final pac|
+2149|60|5|5|22|21121.32|0.06|0.04|R|F|1993-05-24|1993-04-23|1993-06-20|TAKE BACK RETURN|SHIP|ptotes sleep along the blithely ir|
+2150|78|7|1|26|25429.82|0.00|0.03|A|F|1994-06-21|1994-08-05|1994-06-23|NONE|TRUCK|. always unusual packages|
+2150|18|8|2|29|26622.29|0.04|0.03|A|F|1994-09-02|1994-08-04|1994-10-02|TAKE BACK RETURN|RAIL|y ironic theodolites. foxes ca|
+2150|107|2|3|29|29205.90|0.04|0.08|R|F|1994-06-10|1994-07-31|1994-06-26|COLLECT COD|RAIL|arefully final att|
+2150|54|6|4|39|37207.95|0.05|0.02|R|F|1994-07-31|1994-08-17|1994-08-11|TAKE BACK RETURN|TRUCK|ess accounts nag. unusual asymptotes haggl|
+2150|183|4|5|35|37911.30|0.01|0.01|A|F|1994-09-27|1994-08-17|1994-10-13|COLLECT COD|RAIL|refully pending dependen|
+2150|7|10|6|12|10884.00|0.09|0.03|A|F|1994-08-27|1994-08-22|1994-09-18|COLLECT COD|AIR|press platelets haggle until the slyly fi|
+2151|167|2|1|23|24544.68|0.06|0.02|N|O|1996-11-20|1996-12-17|1996-11-30|DELIVER IN PERSON|AIR| silent dependencies about the slyl|
+2151|15|9|2|29|26535.29|0.00|0.02|N|O|1997-03-04|1996-12-27|1997-03-21|TAKE BACK RETURN|SHIP| bold packages acro|
+2151|165|2|3|49|52192.84|0.07|0.01|N|O|1997-01-20|1997-02-09|1997-02-18|NONE|FOB| packages. f|
+2151|18|5|4|28|25704.28|0.10|0.08|N|O|1996-12-11|1996-12-26|1996-12-12|DELIVER IN PERSON|AIR|y special packages. carefully ironic instru|
+2176|191|4|1|38|41465.22|0.02|0.08|R|F|1992-11-29|1993-01-14|1992-12-22|DELIVER IN PERSON|REG AIR|lithely ironic pinto beans. furious|
+2176|95|8|2|14|13931.26|0.00|0.06|A|F|1992-11-17|1993-01-07|1992-12-03|DELIVER IN PERSON|SHIP|ely ironic platelets |
+2176|160|1|3|25|26504.00|0.02|0.02|R|F|1993-02-23|1993-01-05|1993-03-07|COLLECT COD|RAIL| ruthless deposits according to the ent|
+2176|143|6|4|2|2086.28|0.05|0.06|A|F|1993-02-26|1993-01-08|1993-03-23|DELIVER IN PERSON|AIR|s pinto beans|
+2177|129|10|1|45|46310.40|0.02|0.01|N|O|1997-02-11|1997-02-27|1997-02-17|NONE|SHIP|. theodolites haggle carefu|
+2177|139|5|2|27|28056.51|0.04|0.08|N|O|1997-01-29|1997-03-20|1997-02-04|DELIVER IN PERSON|SHIP|even, regula|
+2177|81|2|3|23|22564.84|0.07|0.05|N|O|1997-01-28|1997-03-02|1997-02-13|DELIVER IN PERSON|AIR|he silent foxes. iro|
+2177|55|3|4|34|32471.70|0.05|0.07|N|O|1997-02-03|1997-04-10|1997-02-21|COLLECT COD|REG AIR|tes are doggedly quickly|
+2177|57|9|5|46|44024.30|0.09|0.05|N|O|1997-05-10|1997-02-23|1997-05-28|COLLECT COD|RAIL|ending asymptotes.|
+2177|122|7|6|11|11243.32|0.02|0.04|N|O|1997-03-20|1997-03-07|1997-04-09|DELIVER IN PERSON|MAIL|gainst the ca|
+2178|157|2|1|15|15857.25|0.10|0.01|N|O|1997-03-27|1997-03-10|1997-04-18|NONE|REG AIR|l accounts. quickly expr|
+2178|16|10|2|27|24732.27|0.01|0.02|N|O|1997-02-26|1997-02-19|1997-03-25|NONE|MAIL| across the ironic reques|
+2178|5|2|3|40|36200.00|0.00|0.03|N|O|1997-03-17|1997-02-09|1997-04-15|COLLECT COD|RAIL|foxes are slowly regularly specia|
+2178|78|6|4|3|2934.21|0.07|0.07|N|O|1997-04-07|1997-01-23|1997-04-18|COLLECT COD|MAIL| permanentl|
+2179|130|9|1|22|22662.86|0.05|0.08|N|O|1996-11-16|1996-11-03|1996-11-25|DELIVER IN PERSON|FOB|lphins cajole acr|
+2179|139|5|2|20|20782.60|0.03|0.01|N|O|1996-09-30|1996-11-10|1996-10-30|NONE|REG AIR|ncies. fin|
+2179|104|9|3|5|5020.50|0.03|0.02|N|O|1996-11-09|1996-10-08|1996-11-11|DELIVER IN PERSON|REG AIR|ts haggle blithely. ironic, careful theodol|
+2179|6|3|4|24|21744.00|0.04|0.04|N|O|1996-10-26|1996-11-05|1996-11-16|COLLECT COD|RAIL| cajole carefully. |
+2179|108|5|5|7|7056.70|0.00|0.02|N|O|1996-10-24|1996-11-14|1996-11-21|TAKE BACK RETURN|RAIL|gular dependencies. ironic packages haggle|
+2180|16|3|1|31|28396.31|0.06|0.04|N|O|1996-10-20|1996-11-21|1996-11-06|COLLECT COD|REG AIR|n requests are furiously at the quickly|
+2180|193|7|2|39|42634.41|0.01|0.00|N|O|1997-01-03|1996-10-29|1997-01-25|NONE|RAIL|ep furiously furiously final request|
+2180|197|9|3|24|26332.56|0.03|0.00|N|O|1997-01-03|1996-10-24|1997-01-19|NONE|SHIP|uriously f|
+2180|111|5|4|47|47522.17|0.07|0.02|N|O|1996-09-23|1996-12-08|1996-10-12|NONE|FOB|pending, regular ideas. iron|
+2180|143|2|5|23|23992.22|0.02|0.06|N|O|1996-11-08|1996-10-25|1996-11-28|NONE|TRUCK|ggle alongside of the fluffily speci|
+2180|55|6|6|48|45842.40|0.09|0.03|N|O|1996-12-30|1996-11-22|1997-01-16|DELIVER IN PERSON|RAIL|nic instructions haggle careful|
+2181|178|9|1|4|4312.68|0.05|0.04|N|O|1995-09-25|1995-11-12|1995-09-28|COLLECT COD|FOB|tes. slyly silent packages use along th|
+2181|88|9|2|46|45451.68|0.00|0.02|N|O|1995-11-28|1995-10-17|1995-12-26|COLLECT COD|AIR|osits. final packages sleep|
+2181|91|2|3|15|14866.35|0.08|0.05|N|O|1995-10-05|1995-10-27|1995-11-03|DELIVER IN PERSON|FOB|e above the fluffily regul|
+2181|55|10|4|28|26741.40|0.04|0.05|N|O|1995-12-21|1995-10-23|1996-01-04|TAKE BACK RETURN|AIR|s excuses sleep car|
+2181|96|7|5|9|8964.81|0.06|0.07|N|O|1996-01-05|1995-12-05|1996-01-08|COLLECT COD|TRUCK|ward the quietly even requests. ir|
+2182|132|8|1|27|27867.51|0.02|0.07|R|F|1994-05-10|1994-07-04|1994-06-04|DELIVER IN PERSON|SHIP|en platele|
+2182|190|1|2|3|3270.57|0.05|0.03|R|F|1994-04-20|1994-07-04|1994-04-24|TAKE BACK RETURN|SHIP|y bold theodolites wi|
+2182|94|6|3|34|33799.06|0.02|0.03|R|F|1994-05-28|1994-06-02|1994-06-10|COLLECT COD|MAIL| slow tithes. ironi|
+2182|7|4|4|12|10884.00|0.04|0.07|A|F|1994-05-08|1994-06-02|1994-05-09|COLLECT COD|REG AIR|ments are fu|
+2182|179|9|5|37|39929.29|0.06|0.02|A|F|1994-04-08|1994-06-29|1994-04-18|TAKE BACK RETURN|TRUCK|ges. blithely ironic|
+2183|71|1|1|29|28161.03|0.05|0.01|N|O|1996-07-21|1996-08-24|1996-08-15|TAKE BACK RETURN|RAIL|ly unusual deposits sleep carefully|
+2183|52|3|2|25|23801.25|0.06|0.02|N|O|1996-07-06|1996-08-21|1996-08-05|NONE|RAIL|he quickly f|
+2208|58|3|1|48|45986.40|0.08|0.07|A|F|1995-05-13|1995-06-30|1995-05-20|COLLECT COD|MAIL|sits. idly permanent request|
+2208|97|1|2|11|10967.99|0.08|0.01|A|F|1995-05-06|1995-07-19|1995-05-22|COLLECT COD|TRUCK|ding waters lose. furiously regu|
+2208|74|4|3|41|39936.87|0.08|0.02|N|O|1995-08-18|1995-06-19|1995-09-05|COLLECT COD|RAIL|nd the furious, express dependencies.|
+2208|43|2|4|50|47152.00|0.07|0.07|N|F|1995-06-11|1995-05-31|1995-06-29|TAKE BACK RETURN|FOB|al foxes will hav|
+2208|30|5|5|43|39991.29|0.03|0.06|A|F|1995-05-10|1995-06-02|1995-06-09|TAKE BACK RETURN|MAIL|es. accounts cajole. fi|
+2208|167|2|6|18|19208.88|0.02|0.08|R|F|1995-06-06|1995-06-10|1995-06-11|TAKE BACK RETURN|TRUCK|packages are quickly bold de|
+2208|7|2|7|45|40815.00|0.00|0.08|A|F|1995-05-05|1995-06-10|1995-05-11|NONE|SHIP|e fluffily regular theodolites caj|
+2209|23|2|1|40|36920.80|0.05|0.01|R|F|1992-11-01|1992-09-25|1992-11-08|DELIVER IN PERSON|SHIP|ully special sheaves serve|
+2209|103|4|2|10|10031.00|0.00|0.02|R|F|1992-09-02|1992-09-24|1992-09-21|DELIVER IN PERSON|AIR|players. carefully reg|
+2209|64|1|3|11|10604.66|0.01|0.01|A|F|1992-07-12|1992-08-24|1992-08-10|DELIVER IN PERSON|REG AIR|express, regular pinto be|
+2209|181|2|4|39|42166.02|0.08|0.07|R|F|1992-11-04|1992-09-02|1992-11-11|TAKE BACK RETURN|MAIL|ly around the final packages. deposits ca|
+2209|124|7|5|24|24578.88|0.08|0.06|R|F|1992-08-09|1992-08-18|1992-08-25|COLLECT COD|AIR| along the bol|
+2209|178|7|6|7|7547.19|0.09|0.07|A|F|1992-08-18|1992-09-09|1992-09-12|DELIVER IN PERSON|AIR| quickly regular pack|
+2210|78|7|1|36|35210.52|0.10|0.00|A|F|1992-03-04|1992-03-24|1992-03-21|DELIVER IN PERSON|AIR| requests wake enticingly final|
+2211|48|1|1|25|23701.00|0.04|0.01|A|F|1994-10-09|1994-08-04|1994-11-03|TAKE BACK RETURN|RAIL|deas. carefully special theodolites along|
+2211|140|6|2|40|41605.60|0.09|0.06|A|F|1994-09-30|1994-09-10|1994-10-26|NONE|MAIL|posits among the express dolphins|
+2211|160|2|3|25|26504.00|0.00|0.07|A|F|1994-08-13|1994-08-17|1994-08-16|NONE|AIR|ly regular, express|
+2211|85|6|4|23|22656.84|0.03|0.02|R|F|1994-10-05|1994-09-13|1994-10-17|DELIVER IN PERSON|AIR|ependencies |
+2211|135|1|5|3|3105.39|0.02|0.04|A|F|1994-08-28|1994-09-10|1994-09-06|TAKE BACK RETURN|SHIP|pendencies after the regular f|
+2211|187|8|6|18|19569.24|0.05|0.08|A|F|1994-08-31|1994-09-07|1994-09-22|NONE|TRUCK|c grouches. slyly express pinto |
+2211|79|9|7|3|2937.21|0.06|0.05|R|F|1994-09-21|1994-08-10|1994-10-19|TAKE BACK RETURN|RAIL|y slyly final|
+2212|71|10|1|18|17479.26|0.07|0.06|R|F|1994-06-22|1994-06-18|1994-06-25|TAKE BACK RETURN|FOB| cajole. final, pending ideas should are bl|
+2213|118|8|1|20|20362.20|0.01|0.00|A|F|1993-01-21|1993-04-14|1993-01-29|COLLECT COD|REG AIR|iously express accounts; |
+2213|60|1|2|4|3840.24|0.09|0.05|R|F|1993-04-15|1993-04-15|1993-05-05|COLLECT COD|SHIP| affix carefully furiously |
+2213|70|5|3|1|970.07|0.05|0.05|A|F|1993-04-25|1993-04-06|1993-04-28|TAKE BACK RETURN|AIR|s along the ironic reques|
+2213|174|3|4|39|41892.63|0.09|0.05|A|F|1993-05-12|1993-04-07|1993-05-23|TAKE BACK RETURN|SHIP|the blithely |
+2213|38|9|5|43|40335.29|0.04|0.03|A|F|1993-04-18|1993-03-11|1993-05-11|TAKE BACK RETURN|RAIL|r packages are along the carefully bol|
+2213|48|5|6|41|38869.64|0.01|0.00|R|F|1993-01-31|1993-03-31|1993-02-28|COLLECT COD|FOB| carefully pend|
+2213|64|9|7|3|2892.18|0.02|0.04|A|F|1993-03-09|1993-03-17|1993-04-07|TAKE BACK RETURN|AIR|o wake. ironic platel|
+2214|76|5|1|27|26353.89|0.04|0.04|N|O|1998-05-31|1998-06-07|1998-06-19|DELIVER IN PERSON|REG AIR|x fluffily along the even packages-- |
+2214|194|5|2|50|54709.50|0.00|0.02|N|O|1998-07-06|1998-06-16|1998-07-16|TAKE BACK RETURN|MAIL|accounts. blith|
+2214|113|7|3|42|42550.62|0.04|0.08|N|O|1998-05-26|1998-07-13|1998-06-22|COLLECT COD|FOB|ons. deposi|
+2214|196|9|4|22|24116.18|0.01|0.01|N|O|1998-05-30|1998-07-02|1998-06-09|DELIVER IN PERSON|RAIL|t the blithely|
+2215|73|1|1|33|32111.31|0.00|0.00|N|O|1996-07-19|1996-08-10|1996-07-30|COLLECT COD|RAIL|dolites cajole b|
+2215|33|9|2|30|27990.90|0.01|0.00|N|O|1996-08-15|1996-09-10|1996-08-25|NONE|FOB|ckages caj|
+2215|57|5|3|30|28711.50|0.07|0.03|N|O|1996-09-09|1996-07-20|1996-09-28|COLLECT COD|TRUCK|against the carefu|
+2215|146|3|4|20|20922.80|0.02|0.02|N|O|1996-09-09|1996-08-10|1996-09-19|NONE|MAIL| unusual deposits haggle carefully. ide|
+2240|164|3|1|6|6384.96|0.01|0.00|A|F|1992-06-23|1992-05-17|1992-07-20|COLLECT COD|AIR|ymptotes boost. furiously bold p|
+2240|28|1|2|37|34336.74|0.03|0.07|R|F|1992-03-16|1992-05-31|1992-04-05|COLLECT COD|FOB| quickly after the packages? blithely si|
+2240|53|5|3|39|37168.95|0.08|0.06|A|F|1992-05-22|1992-05-10|1992-06-08|NONE|FOB|y orbits. final depos|
+2240|86|7|4|10|9860.80|0.09|0.00|A|F|1992-05-25|1992-04-14|1992-06-23|DELIVER IN PERSON|REG AIR|are across the ironic packages.|
+2240|161|10|5|29|30773.64|0.02|0.06|A|F|1992-03-29|1992-05-08|1992-04-09|COLLECT COD|MAIL|lyly even ideas w|
+2240|81|2|6|32|31394.56|0.06|0.06|R|F|1992-04-11|1992-04-18|1992-04-22|NONE|MAIL|ss thinly deposits. blithely bold package|
+2240|78|7|7|24|23473.68|0.04|0.05|R|F|1992-05-13|1992-04-09|1992-05-14|DELIVER IN PERSON|FOB|ng the silent accounts. slyly ironic t|
+2241|5|6|1|25|22625.00|0.00|0.08|R|F|1993-08-11|1993-07-23|1993-09-01|DELIVER IN PERSON|MAIL| final deposits use fluffily. even f|
+2241|195|8|2|38|41617.22|0.04|0.06|A|F|1993-08-04|1993-07-31|1993-08-06|TAKE BACK RETURN|TRUCK| silent, unusual d|
+2241|97|10|3|48|47860.32|0.08|0.04|A|F|1993-05-14|1993-07-30|1993-05-26|TAKE BACK RETURN|RAIL|ss accounts engage furiously. slyly even re|
+2241|167|4|4|19|20276.04|0.10|0.00|A|F|1993-06-01|1993-08-05|1993-06-07|TAKE BACK RETURN|TRUCK| are furiously quickl|
+2241|82|3|5|2|1964.16|0.04|0.03|A|F|1993-08-16|1993-08-02|1993-08-24|NONE|REG AIR|, express deposits. pear|
+2241|116|3|6|22|22354.42|0.02|0.08|R|F|1993-08-13|1993-06-15|1993-08-16|DELIVER IN PERSON|TRUCK|, ironic depen|
+2241|142|3|7|9|9379.26|0.09|0.03|A|F|1993-05-14|1993-07-12|1993-05-29|NONE|AIR|lyly final |
+2242|123|4|1|15|15346.80|0.09|0.08|N|O|1997-08-04|1997-09-21|1997-08-11|COLLECT COD|FOB|its. carefully express packages cajole. bli|
+2243|127|8|1|10|10271.20|0.04|0.06|N|O|1995-07-26|1995-07-18|1995-08-03|NONE|RAIL|express, daring foxes affix fur|
+2244|51|6|1|3|2853.15|0.02|0.02|A|F|1993-04-30|1993-03-15|1993-05-19|TAKE BACK RETURN|FOB| beans for the regular platel|
+2244|193|6|2|16|17491.04|0.01|0.06|R|F|1993-02-12|1993-03-09|1993-02-28|COLLECT COD|FOB|rate around the reques|
+2245|76|7|1|44|42947.08|0.03|0.03|A|F|1993-06-12|1993-06-10|1993-06-16|NONE|TRUCK|refully even sheaves|
+2245|74|3|2|28|27273.96|0.05|0.03|R|F|1993-08-19|1993-07-27|1993-09-04|COLLECT COD|TRUCK|e requests sleep furiou|
+2245|86|7|3|33|32540.64|0.03|0.01|R|F|1993-06-26|1993-06-11|1993-07-17|TAKE BACK RETURN|AIR|ing to the carefully ruthless accounts|
+2245|189|10|4|14|15248.52|0.02|0.04|R|F|1993-05-06|1993-07-21|1993-05-19|DELIVER IN PERSON|RAIL|nts. always unusual dep|
+2245|80|8|5|33|32342.64|0.03|0.07|R|F|1993-06-16|1993-06-05|1993-07-07|NONE|MAIL| across the express reques|
+2246|53|4|1|22|20967.10|0.02|0.01|N|O|1996-07-25|1996-08-03|1996-08-24|DELIVER IN PERSON|SHIP|ructions wake carefully fina|
+2246|104|5|2|43|43176.30|0.07|0.06|N|O|1996-08-25|1996-08-23|1996-09-19|DELIVER IN PERSON|AIR|ainst the ironic theodolites haggle fi|
+2246|18|8|3|11|10098.11|0.10|0.00|N|O|1996-06-21|1996-07-24|1996-07-18|TAKE BACK RETURN|TRUCK|quests alongside o|
+2246|163|8|4|13|13821.08|0.08|0.05|N|O|1996-09-15|1996-07-21|1996-10-08|DELIVER IN PERSON|AIR|equests. fluffily special epitaphs use|
+2247|172|2|1|12|12866.04|0.02|0.07|A|F|1992-09-06|1992-09-18|1992-09-26|NONE|MAIL|final accounts. requests across the furiou|
+2272|90|1|1|18|17821.62|0.04|0.00|R|F|1993-08-01|1993-07-06|1993-08-25|NONE|MAIL|ons along the blithely e|
+2272|34|10|2|40|37361.20|0.07|0.00|A|F|1993-04-25|1993-07-12|1993-05-15|DELIVER IN PERSON|FOB|lithely ir|
+2272|56|4|3|36|34417.80|0.03|0.02|A|F|1993-05-25|1993-05-23|1993-06-09|TAKE BACK RETURN|RAIL|about the ironic packages; quickly iron|
+2272|138|4|4|30|31143.90|0.09|0.07|A|F|1993-07-27|1993-05-15|1993-08-13|NONE|RAIL|quests at the foxes haggle evenly pack|
+2272|76|4|5|12|11712.84|0.03|0.03|A|F|1993-04-19|1993-05-14|1993-04-23|NONE|RAIL| accounts cajole. quickly b|
+2273|184|5|1|34|36862.12|0.02|0.03|N|O|1997-01-08|1997-02-02|1997-01-23|COLLECT COD|MAIL| furiously carefully bold de|
+2273|85|6|2|35|34477.80|0.00|0.05|N|O|1997-01-02|1997-01-19|1997-01-14|NONE|REG AIR|arefully f|
+2273|95|8|3|8|7960.72|0.00|0.04|N|O|1996-12-15|1997-02-27|1997-01-10|NONE|FOB|dependencies. slyly ir|
+2273|161|6|4|20|21223.20|0.06|0.04|N|O|1997-03-05|1997-02-25|1997-04-01|NONE|RAIL|cuses. quickly enticing requests wake |
+2273|162|7|5|18|19118.88|0.07|0.00|N|O|1996-12-16|1997-01-21|1997-01-03|COLLECT COD|TRUCK| beans. doggedly final packages wake|
+2273|155|7|6|16|16882.40|0.10|0.03|N|O|1997-01-10|1997-02-03|1997-02-01|TAKE BACK RETURN|RAIL|furiously above the ironic requests. |
+2273|20|1|7|7|6440.14|0.05|0.05|N|O|1997-02-19|1997-01-22|1997-02-21|TAKE BACK RETURN|TRUCK|ts. furiou|
+2274|12|6|1|18|16416.18|0.04|0.03|R|F|1993-09-06|1993-12-03|1993-09-22|COLLECT COD|SHIP|usly final re|
+2274|111|8|2|23|23255.53|0.04|0.03|R|F|1993-10-28|1993-11-03|1993-11-05|NONE|MAIL|kly special warhorse|
+2274|129|10|3|18|18524.16|0.03|0.06|R|F|1993-09-28|1993-11-22|1993-10-12|DELIVER IN PERSON|SHIP| express packages. even accounts hagg|
+2275|34|5|1|30|28020.90|0.08|0.05|R|F|1993-01-10|1992-11-21|1993-01-22|NONE|REG AIR|re slyly slyly special idea|
+2275|91|4|2|11|10901.99|0.08|0.03|A|F|1993-01-16|1992-12-10|1993-01-25|COLLECT COD|REG AIR|ost across the never express instruction|
+2276|119|9|1|5|5095.55|0.07|0.08|N|O|1996-05-09|1996-06-18|1996-05-13|DELIVER IN PERSON|FOB|ias instea|
+2276|135|1|2|13|13456.69|0.08|0.04|N|O|1996-07-24|1996-06-18|1996-08-16|COLLECT COD|RAIL|arefully ironic foxes cajole q|
+2276|171|2|3|27|28921.59|0.07|0.08|N|O|1996-07-30|1996-06-10|1996-07-31|DELIVER IN PERSON|RAIL|the carefully unusual accoun|
+2276|109|6|4|38|38345.80|0.06|0.03|N|O|1996-07-07|1996-06-28|1996-07-17|COLLECT COD|RAIL|ans. pinto beans boost c|
+2276|153|5|5|50|52657.50|0.03|0.05|N|O|1996-07-13|1996-06-25|1996-07-22|DELIVER IN PERSON|REG AIR| accounts dete|
+2276|6|9|6|4|3624.00|0.10|0.03|N|O|1996-07-05|1996-06-30|1996-08-04|COLLECT COD|FOB|s. deposits |
+2277|137|8|1|38|39410.94|0.03|0.07|R|F|1995-04-23|1995-03-25|1995-05-20|TAKE BACK RETURN|TRUCK|fully bold|
+2277|8|1|2|2|1816.00|0.10|0.08|A|F|1995-02-01|1995-02-04|1995-03-02|TAKE BACK RETURN|AIR|endencies sleep idly pending p|
+2277|198|10|3|4|4392.76|0.05|0.06|R|F|1995-04-27|1995-03-16|1995-04-29|TAKE BACK RETURN|SHIP|. quickly unusual deposi|
+2277|159|4|4|31|32833.65|0.02|0.00|R|F|1995-03-07|1995-03-19|1995-03-26|TAKE BACK RETURN|MAIL|ic instructions detect ru|
+2278|45|2|1|36|34021.44|0.04|0.05|N|O|1998-06-04|1998-06-06|1998-06-30|NONE|TRUCK|y ironic pinto beans br|
+2278|45|2|2|50|47252.00|0.02|0.00|N|O|1998-08-09|1998-07-08|1998-09-05|DELIVER IN PERSON|RAIL|into beans. blit|
+2278|97|9|3|22|21935.98|0.03|0.00|N|O|1998-05-15|1998-07-14|1998-06-04|TAKE BACK RETURN|REG AIR|ep regular accounts. blithely even|
+2279|14|5|1|12|10968.12|0.07|0.08|A|F|1993-05-10|1993-03-25|1993-06-02|COLLECT COD|REG AIR|lets across the excuses nag quickl|
+2279|41|2|2|38|35759.52|0.08|0.07|R|F|1993-06-09|1993-04-06|1993-06-26|COLLECT COD|TRUCK|s above the furiously express dep|
+2279|4|7|3|3|2712.00|0.09|0.04|A|F|1993-05-31|1993-05-07|1993-06-05|COLLECT COD|REG AIR|ing foxes above the even accounts use slyly|
+2279|52|4|4|42|39986.10|0.02|0.00|R|F|1993-02-28|1993-04-25|1993-03-02|TAKE BACK RETURN|REG AIR| above the furiously ironic deposits. |
+2279|169|8|5|9|9622.44|0.05|0.04|R|F|1993-05-21|1993-03-29|1993-06-17|DELIVER IN PERSON|MAIL|ns cajole after the final platelets. s|
+2279|147|10|6|12|12565.68|0.02|0.00|R|F|1993-05-04|1993-04-26|1993-05-28|DELIVER IN PERSON|FOB|ccounts. slyl|
+2279|119|9|7|32|32611.52|0.05|0.05|A|F|1993-04-20|1993-05-22|1993-05-18|DELIVER IN PERSON|RAIL|re quickly. furiously ironic ide|
+2304|200|2|1|42|46208.40|0.00|0.01|A|F|1994-01-20|1994-03-04|1994-02-05|COLLECT COD|RAIL|quests are blithely alongside of|
+2304|19|9|2|48|44112.48|0.00|0.00|R|F|1994-02-12|1994-02-16|1994-03-10|COLLECT COD|REG AIR| deposits cajole blithely e|
+2304|48|9|3|3|2844.12|0.00|0.05|R|F|1994-03-19|1994-03-04|1994-03-20|DELIVER IN PERSON|AIR|l excuses after the ev|
+2305|174|4|1|3|3222.51|0.00|0.01|A|F|1993-03-24|1993-04-05|1993-03-29|NONE|AIR|kages haggle quickly across the blithely |
+2305|60|8|2|39|37442.34|0.07|0.00|R|F|1993-04-16|1993-04-17|1993-04-22|COLLECT COD|MAIL|ms after the foxes |
+2305|102|3|3|32|32067.20|0.03|0.06|A|F|1993-04-02|1993-03-18|1993-04-03|NONE|AIR| haggle caref|
+2305|112|3|4|17|17205.87|0.00|0.05|A|F|1993-02-21|1993-03-30|1993-03-19|TAKE BACK RETURN|MAIL| carefully alongside of |
+2305|155|7|5|26|27433.90|0.06|0.07|A|F|1993-05-14|1993-02-28|1993-06-04|NONE|SHIP|arefully final theodo|
+2305|51|3|6|7|6657.35|0.06|0.00|R|F|1993-05-15|1993-04-25|1993-06-09|DELIVER IN PERSON|RAIL|gular deposits boost about the foxe|
+2306|196|9|1|50|54809.50|0.09|0.01|N|O|1995-07-27|1995-09-26|1995-08-06|DELIVER IN PERSON|FOB|y quickly |
+2306|149|2|2|39|40916.46|0.04|0.00|N|O|1995-09-07|1995-09-13|1995-10-03|COLLECT COD|SHIP|f the slyly unusual accounts. furiousl|
+2306|178|6|3|35|37735.95|0.01|0.07|N|O|1995-08-18|1995-08-30|1995-08-20|TAKE BACK RETURN|RAIL|raids along the furiously unusual asympto|
+2306|119|3|4|21|21401.31|0.06|0.01|N|O|1995-10-07|1995-09-18|1995-10-17|COLLECT COD|MAIL| ironic pinto |
+2306|142|9|5|42|43769.88|0.04|0.07|N|O|1995-09-05|1995-08-25|1995-09-28|COLLECT COD|MAIL|furiously final acco|
+2306|124|5|6|29|29699.48|0.00|0.03|N|O|1995-11-01|1995-09-01|1995-11-22|DELIVER IN PERSON|REG AIR|uld have to mold. s|
+2306|176|4|7|19|20447.23|0.07|0.01|N|O|1995-11-17|1995-09-06|1995-11-30|DELIVER IN PERSON|AIR|tainments nag furiously carefull|
+2307|142|9|1|24|25011.36|0.10|0.05|R|F|1993-10-07|1993-08-05|1993-10-20|COLLECT COD|AIR|stealthily special packages nag a|
+2307|140|6|2|2|2080.28|0.01|0.00|A|F|1993-09-21|1993-08-22|1993-10-03|COLLECT COD|SHIP|ously. furiously furious requ|
+2307|34|10|3|7|6538.21|0.07|0.04|R|F|1993-08-03|1993-09-04|1993-08-28|DELIVER IN PERSON|AIR|ven instructions wake fluffily |
+2307|165|6|4|19|20238.04|0.08|0.06|R|F|1993-10-23|1993-09-09|1993-11-09|TAKE BACK RETURN|TRUCK|olites haggle furiously around the |
+2307|143|4|5|7|7301.98|0.01|0.06|R|F|1993-09-01|1993-08-08|1993-09-29|NONE|AIR| packages cajo|
+2308|118|9|1|24|24434.64|0.06|0.04|R|F|1993-02-23|1992-12-24|1993-03-10|NONE|MAIL|ts sleep. busy excuses along the s|
+2308|56|1|2|36|34417.80|0.05|0.06|A|F|1992-11-11|1992-11-27|1992-11-23|NONE|MAIL|ong the pending hockey players. blithe|
+2309|170|7|1|14|14982.38|0.10|0.03|N|O|1996-01-01|1995-10-22|1996-01-23|NONE|AIR|asymptotes. furiously pending acco|
+2309|169|8|2|1|1069.16|0.01|0.05|N|O|1995-12-08|1995-11-03|1995-12-31|COLLECT COD|RAIL|eposits alongside of the final re|
+2309|15|2|3|5|4575.05|0.01|0.00|N|O|1995-12-10|1995-10-29|1996-01-06|TAKE BACK RETURN|SHIP|s. requests wake blithely specia|
+2309|139|10|4|46|47799.98|0.08|0.04|N|O|1995-10-02|1995-10-30|1995-10-30|NONE|REG AIR|sly according to the carefully |
+2309|137|3|5|9|9334.17|0.00|0.07|N|O|1995-12-21|1995-10-10|1996-01-20|COLLECT COD|AIR|ding, unusual instructions. dep|
+2309|195|8|6|21|22998.99|0.09|0.00|N|O|1995-11-05|1995-11-07|1995-11-22|NONE|AIR|unts around the dolphins ar|
+2309|138|4|7|48|49830.24|0.03|0.05|N|O|1995-10-21|1995-11-21|1995-11-09|NONE|MAIL|ccounts. id|
+2310|58|6|1|36|34489.80|0.03|0.03|N|O|1996-10-09|1996-10-28|1996-10-29|TAKE BACK RETURN|RAIL|iously against the slyly special accounts|
+2310|171|2|2|6|6427.02|0.07|0.01|N|O|1996-11-08|1996-12-09|1996-12-07|COLLECT COD|REG AIR|e slyly about the quickly ironic theodo|
+2310|42|1|3|48|45217.92|0.08|0.02|N|O|1996-10-04|1996-11-20|1996-10-25|TAKE BACK RETURN|FOB|ep slyly alongside of the |
+2311|141|8|1|18|18740.52|0.01|0.01|N|F|1995-06-11|1995-06-18|1995-07-02|NONE|FOB| fluffily even patterns haggle blithely. re|
+2311|122|1|2|49|50083.88|0.09|0.02|R|F|1995-05-14|1995-07-11|1995-05-20|COLLECT COD|FOB|ideas sleep|
+2311|54|5|3|15|14310.75|0.08|0.04|N|O|1995-06-23|1995-06-06|1995-07-09|COLLECT COD|AIR|ve the blithely pending accounts. furio|
+2311|90|1|4|42|41583.78|0.01|0.06|R|F|1995-06-03|1995-06-27|1995-06-11|DELIVER IN PERSON|MAIL|gle furiously. bold |
+2311|47|10|5|1|947.04|0.05|0.02|A|F|1995-06-07|1995-06-20|1995-06-10|NONE|AIR|ptotes. furiously regular theodolite|
+2311|12|9|6|32|29184.32|0.01|0.03|N|O|1995-07-19|1995-06-26|1995-07-26|NONE|RAIL|sts along the slyly|
+2336|193|5|1|20|21863.80|0.01|0.03|N|O|1996-03-12|1996-02-25|1996-03-18|NONE|REG AIR|across the fi|
+2337|45|2|1|49|46306.96|0.06|0.05|N|O|1997-08-08|1997-08-15|1997-08-31|TAKE BACK RETURN|FOB| along the packages. furiously p|
+2338|52|7|1|30|28561.50|0.07|0.06|N|O|1997-12-10|1997-10-15|1997-12-11|TAKE BACK RETURN|REG AIR|ould have to nag quickly|
+2339|192|3|1|22|24028.18|0.03|0.03|A|F|1994-01-06|1994-03-06|1994-01-10|NONE|FOB| furiously above |
+2339|30|5|2|28|26040.84|0.00|0.00|R|F|1994-01-25|1994-01-22|1994-01-28|DELIVER IN PERSON|RAIL|e bold, even packag|
+2339|117|4|3|13|13222.43|0.06|0.08|R|F|1994-03-10|1994-02-18|1994-03-20|TAKE BACK RETURN|REG AIR|ges. blithely special depend|
+2340|138|4|1|9|9343.17|0.08|0.02|N|O|1996-05-01|1996-02-24|1996-05-16|COLLECT COD|RAIL|. carefully ironic|
+2340|193|5|2|21|22956.99|0.06|0.02|N|O|1996-01-17|1996-03-04|1996-01-29|DELIVER IN PERSON|SHIP| asymptotes. unusual theo|
+2341|47|10|1|12|11364.48|0.08|0.03|R|F|1993-06-06|1993-07-08|1993-06-17|DELIVER IN PERSON|FOB|. quickly final deposits sl|
+2341|71|10|2|37|35929.59|0.07|0.08|A|F|1993-09-23|1993-07-25|1993-10-14|DELIVER IN PERSON|RAIL|was blithel|
+2341|195|8|3|8|8761.52|0.03|0.07|R|F|1993-06-08|1993-07-09|1993-06-10|COLLECT COD|FOB|ns affix above the iron|
+2342|42|1|1|12|11304.48|0.00|0.08|N|O|1996-07-31|1996-07-26|1996-08-14|NONE|TRUCK|print blithely even deposits. carefull|
+2342|117|1|2|24|24410.64|0.10|0.06|N|O|1996-09-30|1996-07-22|1996-10-28|TAKE BACK RETURN|AIR|nstructions c|
+2342|170|1|3|50|53508.50|0.10|0.01|N|O|1996-08-28|1996-07-18|1996-09-22|COLLECT COD|RAIL|cial asymptotes pr|
+2342|36|7|4|1|936.03|0.04|0.06|N|O|1996-08-31|1996-08-09|1996-09-07|DELIVER IN PERSON|REG AIR|ffily. unusual pinto beans wake c|
+2342|27|2|5|22|20394.44|0.08|0.01|N|O|1996-08-10|1996-08-02|1996-08-31|DELIVER IN PERSON|AIR|s. ironic |
+2343|110|1|1|27|27272.97|0.00|0.00|N|O|1995-11-10|1995-11-17|1995-12-10|TAKE BACK RETURN|SHIP|old theodolites.|
+2343|66|1|2|35|33812.10|0.03|0.06|N|O|1995-10-24|1995-11-09|1995-10-26|COLLECT COD|TRUCK|ges haggle furiously carefully regular req|
+2343|179|7|3|21|22662.57|0.00|0.03|N|O|1995-09-07|1995-10-26|1995-10-07|TAKE BACK RETURN|RAIL|osits. unusual theodolites boost furio|
+2368|152|3|1|16|16834.40|0.04|0.03|R|F|1993-10-31|1993-10-22|1993-11-06|NONE|REG AIR|telets wake carefully iro|
+2368|14|5|2|32|29248.32|0.03|0.00|R|F|1993-09-23|1993-10-07|1993-09-27|COLLECT COD|TRUCK|gular courts use blithely around the|
+2368|149|6|3|39|40916.46|0.08|0.03|R|F|1993-09-03|1993-09-20|1993-09-28|COLLECT COD|RAIL|ng the doggedly ironic requests are blithe|
+2368|156|8|4|17|17954.55|0.10|0.08|A|F|1993-10-03|1993-09-27|1993-10-05|NONE|FOB|fily. slyly final ideas alongside o|
+2369|24|7|1|30|27720.60|0.05|0.04|N|O|1997-04-23|1997-02-12|1997-05-21|COLLECT COD|REG AIR|pecial deposits sleep. blithely unusual w|
+2369|169|10|2|47|50250.52|0.10|0.02|N|O|1997-01-02|1997-02-18|1997-01-13|COLLECT COD|RAIL| to the regular dep|
+2370|46|3|1|3|2838.12|0.03|0.07|R|F|1994-03-24|1994-03-26|1994-04-15|COLLECT COD|SHIP|ly regular Tiresia|
+2370|2|5|2|24|21648.00|0.00|0.05|A|F|1994-05-15|1994-04-09|1994-06-12|NONE|REG AIR|final depen|
+2370|61|2|3|32|30753.92|0.05|0.02|A|F|1994-04-24|1994-03-03|1994-05-15|DELIVER IN PERSON|MAIL|ies since the final deposits|
+2370|6|3|4|21|19026.00|0.04|0.01|R|F|1994-02-01|1994-02-19|1994-02-09|TAKE BACK RETURN|MAIL|ecial dependencies must have to |
+2371|159|4|1|37|39188.55|0.05|0.05|N|O|1998-02-11|1998-03-24|1998-02-27|DELIVER IN PERSON|TRUCK|s boost fluffil|
+2371|35|1|2|21|19635.63|0.00|0.05|N|O|1998-04-14|1998-02-14|1998-04-18|COLLECT COD|AIR|gle furiously regu|
+2371|101|4|3|11|11012.10|0.05|0.02|N|O|1998-02-25|1998-04-06|1998-03-23|TAKE BACK RETURN|TRUCK|requests. regular pinto beans wake. car|
+2371|43|6|4|33|31120.32|0.05|0.08|N|O|1998-03-30|1998-02-06|1998-04-05|DELIVER IN PERSON|AIR|deas are. express r|
+2371|165|2|5|22|23433.52|0.02|0.05|N|O|1998-03-26|1998-03-19|1998-04-16|DELIVER IN PERSON|REG AIR|y daring accounts. regular ins|
+2371|86|7|6|39|38457.12|0.05|0.03|N|O|1998-04-01|1998-03-13|1998-04-27|NONE|REG AIR|tructions. regular, stealthy packages wak|
+2371|36|2|7|32|29952.96|0.07|0.07|N|O|1998-02-15|1998-04-03|1998-02-23|NONE|REG AIR|the ruthless accounts. |
+2372|43|4|1|42|39607.68|0.08|0.02|N|O|1998-01-04|1998-01-02|1998-02-02|COLLECT COD|REG AIR|lar packages. regular|
+2372|3|10|2|17|15351.00|0.07|0.01|N|O|1997-12-17|1998-01-17|1997-12-25|NONE|RAIL|xcuses. slyly ironic theod|
+2372|164|1|3|12|12769.92|0.04|0.04|N|O|1998-03-21|1997-12-21|1998-04-12|DELIVER IN PERSON|SHIP|lyly according to|
+2372|122|1|4|4|4088.48|0.00|0.07|N|O|1997-12-14|1997-12-28|1997-12-16|TAKE BACK RETURN|REG AIR|e carefully blithely even epitaphs. r|
+2372|20|7|5|5|4600.10|0.02|0.04|N|O|1998-02-08|1998-01-18|1998-03-02|TAKE BACK RETURN|RAIL|ets against the |
+2372|189|10|6|11|11980.98|0.02|0.06|N|O|1998-02-14|1998-01-18|1998-03-10|TAKE BACK RETURN|FOB| silent, pending de|
+2372|57|8|7|19|18183.95|0.01|0.06|N|O|1997-12-26|1998-02-19|1998-01-02|COLLECT COD|SHIP| beans haggle sometimes|
+2373|191|5|1|17|18550.23|0.02|0.01|R|F|1994-03-29|1994-05-19|1994-04-20|COLLECT COD|AIR|auternes. blithely even pinto bea|
+2373|136|2|2|3|3108.39|0.08|0.08|R|F|1994-05-15|1994-06-10|1994-06-04|COLLECT COD|TRUCK|dependencies wake ironical|
+2373|141|8|3|29|30193.06|0.05|0.02|A|F|1994-06-01|1994-05-14|1994-06-17|NONE|TRUCK|yly silent ideas affix furiousl|
+2373|91|5|4|5|4955.45|0.10|0.01|R|F|1994-06-02|1994-05-03|1994-06-21|NONE|REG AIR|uffily blithely ironic requests|
+2374|118|2|1|41|41742.51|0.07|0.00|A|F|1994-01-27|1993-12-11|1994-02-12|TAKE BACK RETURN|RAIL|heodolites. requests|
+2374|160|2|2|24|25443.84|0.07|0.08|A|F|1994-02-02|1994-01-12|1994-02-04|DELIVER IN PERSON|TRUCK|. requests are above t|
+2374|61|8|3|2|1922.12|0.06|0.02|R|F|1993-12-30|1994-01-24|1994-01-02|COLLECT COD|FOB|, unusual ideas. deposits cajole quietl|
+2374|74|5|4|28|27273.96|0.04|0.08|R|F|1994-02-19|1993-12-16|1994-03-15|COLLECT COD|MAIL|ets cajole fu|
+2374|1|2|5|25|22525.00|0.08|0.00|A|F|1993-11-26|1993-12-15|1993-12-10|COLLECT COD|RAIL|refully pending d|
+2375|168|9|1|3|3204.48|0.02|0.08|N|O|1997-02-14|1996-12-25|1997-02-22|COLLECT COD|RAIL|slyly across the furiously e|
+2375|132|8|2|9|9289.17|0.09|0.02|N|O|1997-02-17|1996-12-27|1997-02-27|DELIVER IN PERSON|MAIL|ly against the packages. bold pinto bean|
+2375|47|4|3|26|24623.04|0.02|0.06|N|O|1997-03-18|1997-02-02|1997-03-29|TAKE BACK RETURN|TRUCK|rate across the|
+2375|5|8|4|5|4525.00|0.01|0.00|N|O|1997-01-31|1997-01-25|1997-02-22|COLLECT COD|REG AIR|final packages cajole according to the furi|
+2375|88|9|5|42|41499.36|0.01|0.08|N|O|1997-01-24|1997-02-15|1997-02-07|DELIVER IN PERSON|FOB|apades. idea|
+2375|126|7|6|20|20522.40|0.09|0.08|N|O|1996-12-01|1996-12-26|1996-12-19|TAKE BACK RETURN|SHIP|ckages! blithely enticing deposi|
+2400|103|6|1|48|48148.80|0.01|0.02|N|O|1998-10-07|1998-08-30|1998-11-03|DELIVER IN PERSON|MAIL|fore the car|
+2400|90|1|2|1|990.09|0.04|0.07|N|O|1998-08-18|1998-09-12|1998-09-11|NONE|MAIL|silent deposits serve furious|
+2400|53|5|3|23|21920.15|0.02|0.08|N|O|1998-08-05|1998-08-28|1998-08-30|NONE|SHIP|tions. fluffily ironic platelets cajole c|
+2400|17|7|4|23|21091.23|0.09|0.04|N|O|1998-10-04|1998-10-04|1998-10-31|NONE|RAIL|ages lose carefully around the regula|
+2401|182|3|1|39|42205.02|0.00|0.03|N|O|1997-09-29|1997-10-21|1997-10-17|DELIVER IN PERSON|FOB|ould affix |
+2401|3|8|2|49|44247.00|0.05|0.07|N|O|1997-09-02|1997-09-11|1997-09-13|TAKE BACK RETURN|AIR|lites cajole carefully |
+2402|86|7|1|43|42401.44|0.03|0.08|N|O|1996-09-17|1996-11-20|1996-09-22|DELIVER IN PERSON|RAIL|slyly slyly blithe sheaves|
+2402|152|4|2|24|25251.60|0.02|0.05|N|O|1996-11-21|1996-10-19|1996-11-29|DELIVER IN PERSON|SHIP|as; blithely ironic requ|
+2403|83|4|1|34|33424.72|0.04|0.07|N|O|1998-05-30|1998-06-19|1998-06-05|NONE|REG AIR| slyly bold re|
+2403|152|4|2|19|19990.85|0.08|0.07|N|O|1998-04-20|1998-07-02|1998-05-13|DELIVER IN PERSON|FOB|sits. ironic in|
+2403|193|4|3|27|29516.13|0.05|0.03|N|O|1998-07-27|1998-07-08|1998-08-03|NONE|SHIP|deposits sleep slyly special theodolit|
+2403|31|2|4|30|27930.90|0.05|0.06|N|O|1998-08-08|1998-06-17|1998-08-20|NONE|TRUCK|ackages sleep furiously pendin|
+2404|147|10|1|36|37697.04|0.07|0.00|N|O|1997-03-27|1997-05-16|1997-04-06|COLLECT COD|REG AIR|s nag furi|
+2404|36|2|2|1|936.03|0.02|0.04|N|O|1997-05-22|1997-06-06|1997-05-28|DELIVER IN PERSON|MAIL|from the final orbits? even pinto beans hag|
+2404|18|5|3|41|37638.41|0.02|0.06|N|O|1997-06-12|1997-05-03|1997-07-12|NONE|AIR| dolphins are|
+2404|57|8|4|19|18183.95|0.09|0.03|N|O|1997-05-07|1997-05-24|1997-05-24|TAKE BACK RETURN|SHIP|cuses. quickly even in|
+2404|4|9|5|18|16272.00|0.00|0.04|N|O|1997-06-25|1997-05-06|1997-07-02|NONE|RAIL|packages. even requests according to |
+2405|89|10|1|18|17803.44|0.09|0.07|N|O|1997-01-23|1997-03-10|1997-02-03|COLLECT COD|REG AIR|carefully ironic accounts. slyly |
+2405|27|10|2|30|27810.60|0.10|0.08|N|O|1997-03-24|1997-03-10|1997-04-14|TAKE BACK RETURN|AIR|y final deposits are slyly caref|
+2405|17|8|3|49|44933.49|0.00|0.06|N|O|1996-12-24|1997-03-23|1997-01-01|TAKE BACK RETURN|FOB|cial requests. ironic, regu|
+2405|177|7|4|23|24774.91|0.08|0.05|N|O|1996-12-28|1997-01-29|1997-01-07|NONE|AIR|t wake blithely blithely regular idea|
+2406|170|5|1|18|19263.06|0.07|0.05|N|O|1997-02-17|1996-12-25|1997-02-19|COLLECT COD|MAIL|azzle furiously careful|
+2406|41|8|2|40|37641.60|0.02|0.07|N|O|1997-01-09|1996-12-02|1997-01-16|NONE|SHIP|gular accounts caj|
+2406|50|1|3|16|15200.80|0.07|0.03|N|O|1996-10-31|1996-11-28|1996-11-08|TAKE BACK RETURN|SHIP| special accou|
+2406|146|9|4|34|35568.76|0.07|0.06|N|O|1996-12-01|1996-12-07|1996-12-16|NONE|AIR|hinly even accounts are slyly q|
+2406|187|8|5|25|27179.50|0.08|0.02|N|O|1996-12-03|1996-12-14|1996-12-26|COLLECT COD|MAIL|al, regular in|
+2406|59|4|6|22|21099.10|0.05|0.02|N|O|1996-11-22|1997-01-17|1996-12-15|NONE|TRUCK|hely even foxes unwind furiously aga|
+2406|60|2|7|30|28801.80|0.07|0.07|N|O|1997-01-17|1997-01-12|1997-01-22|TAKE BACK RETURN|TRUCK| final pinto beans han|
+2407|64|3|1|14|13496.84|0.04|0.02|N|O|1998-10-10|1998-08-25|1998-10-27|NONE|FOB|l dependencies s|
+2407|166|7|2|9|9595.44|0.07|0.05|N|O|1998-08-06|1998-08-11|1998-08-20|TAKE BACK RETURN|TRUCK|ts. special deposits are closely.|
+2407|131|2|3|39|40214.07|0.02|0.02|N|O|1998-08-20|1998-09-12|1998-08-22|DELIVER IN PERSON|MAIL|iously final deposits solv|
+2407|91|4|4|10|9910.90|0.01|0.07|N|O|1998-08-14|1998-09-10|1998-08-29|COLLECT COD|FOB| pending instructions. theodolites x-|
+2407|198|1|5|14|15374.66|0.04|0.05|N|O|1998-09-24|1998-08-18|1998-10-06|DELIVER IN PERSON|FOB|tructions wake stealt|
+2407|71|9|6|18|17479.26|0.04|0.01|N|O|1998-10-03|1998-08-30|1998-10-19|TAKE BACK RETURN|MAIL| wake carefully. fluffily |
+2407|161|8|7|7|7428.12|0.07|0.03|N|O|1998-09-11|1998-08-15|1998-09-30|TAKE BACK RETURN|MAIL|totes are carefully accordin|
+2432|50|3|1|30|28501.50|0.03|0.02|N|O|1996-09-05|1996-10-10|1996-10-05|TAKE BACK RETURN|TRUCK| requests wake alongside of|
+2432|162|3|2|8|8497.28|0.07|0.01|N|O|1996-10-16|1996-10-01|1996-11-13|COLLECT COD|RAIL|s about the bold, close deposit|
+2432|109|2|3|13|13118.30|0.07|0.06|N|O|1996-09-03|1996-10-10|1996-10-03|NONE|RAIL|arefully about the caref|
+2432|13|4|4|14|12782.14|0.00|0.06|N|O|1996-08-18|1996-09-04|1996-08-27|TAKE BACK RETURN|RAIL|riously regular packages. p|
+2433|87|8|1|39|38496.12|0.01|0.04|R|F|1994-11-20|1994-09-23|1994-12-10|DELIVER IN PERSON|SHIP|ly final asy|
+2433|134|5|2|20|20682.60|0.05|0.06|A|F|1994-12-09|1994-10-20|1994-12-15|COLLECT COD|REG AIR|lithely blithely final ide|
+2433|157|2|3|38|40171.70|0.08|0.03|A|F|1994-10-15|1994-10-23|1994-11-06|DELIVER IN PERSON|SHIP|. slyly regular requests sle|
+2433|121|6|4|43|43908.16|0.01|0.05|A|F|1994-10-16|1994-10-23|1994-11-08|DELIVER IN PERSON|RAIL|ular requests. slyly even pa|
+2433|108|1|5|3|3024.30|0.06|0.02|A|F|1994-11-08|1994-09-24|1994-11-17|COLLECT COD|AIR|usly pending depos|
+2434|95|6|1|1|995.09|0.01|0.06|N|O|1997-08-02|1997-05-28|1997-08-19|TAKE BACK RETURN|MAIL| furiously express packages. ironic, pend|
+2434|127|10|2|39|40057.68|0.09|0.05|N|O|1997-06-10|1997-06-08|1997-07-03|COLLECT COD|RAIL|r deposits sleep furiou|
+2434|130|3|3|28|28843.64|0.02|0.05|N|O|1997-06-28|1997-06-26|1997-07-15|COLLECT COD|RAIL|ven theodolites around the slyly|
+2434|168|9|4|49|52339.84|0.00|0.05|N|O|1997-08-08|1997-07-23|1997-08-27|DELIVER IN PERSON|FOB| after the requests haggle bold, fina|
+2435|39|10|1|8|7512.24|0.08|0.03|A|F|1993-06-08|1993-04-04|1993-06-29|COLLECT COD|SHIP|e fluffily quickly final accounts. care|
+2435|49|2|2|43|40808.72|0.03|0.08|A|F|1993-03-27|1993-05-20|1993-04-18|DELIVER IN PERSON|TRUCK|alongside of the s|
+2435|12|9|3|24|21888.24|0.07|0.08|R|F|1993-03-14|1993-05-20|1993-03-26|DELIVER IN PERSON|SHIP|s. carefully regular d|
+2435|156|4|4|22|23235.30|0.02|0.05|R|F|1993-05-23|1993-04-14|1993-06-04|NONE|SHIP|e final, final deposits. carefully regular|
+2435|72|2|5|3|2916.21|0.07|0.07|R|F|1993-06-01|1993-03-25|1993-06-27|DELIVER IN PERSON|FOB| final accounts ar|
+2435|46|9|6|17|16082.68|0.02|0.02|A|F|1993-06-05|1993-05-05|1993-06-14|NONE|TRUCK|cajole aft|
+2435|121|10|7|8|8168.96|0.07|0.02|R|F|1993-05-03|1993-04-02|1993-05-17|COLLECT COD|SHIP|ng the fluffily special foxes nag |
+2436|155|6|1|48|50647.20|0.04|0.02|N|O|1995-10-22|1995-10-22|1995-11-16|DELIVER IN PERSON|FOB|he furiously |
+2436|117|7|2|18|18307.98|0.05|0.03|N|O|1995-10-14|1995-11-21|1995-11-12|TAKE BACK RETURN|TRUCK|y ironic accounts. furiously even packa|
+2436|164|3|3|6|6384.96|0.06|0.08|N|O|1995-10-25|1995-11-30|1995-11-24|DELIVER IN PERSON|RAIL|odolites. ep|
+2437|94|6|1|46|45728.14|0.07|0.04|A|F|1993-08-12|1993-06-16|1993-08-29|NONE|RAIL|e of the bold, dogged requests|
+2437|190|1|2|26|28344.94|0.00|0.04|A|F|1993-06-25|1993-05-22|1993-07-07|DELIVER IN PERSON|REG AIR|lyly regular accounts.|
+2437|2|7|3|23|20746.00|0.01|0.00|A|F|1993-08-15|1993-06-28|1993-08-23|TAKE BACK RETURN|SHIP|s deposits. pendi|
+2437|116|10|4|12|12193.32|0.03|0.08|A|F|1993-04-27|1993-07-01|1993-05-18|TAKE BACK RETURN|FOB|thely regular deposits. ironic fray|
+2437|17|7|5|29|26593.29|0.02|0.06|A|F|1993-05-12|1993-06-10|1993-05-25|NONE|FOB|ress dolphins. furiously fin|
+2437|19|3|6|10|9190.10|0.10|0.06|A|F|1993-05-20|1993-06-23|1993-05-22|TAKE BACK RETURN|MAIL|unts. even, ironic pl|
+2438|165|2|1|45|47932.20|0.01|0.00|A|F|1993-10-27|1993-09-24|1993-11-02|COLLECT COD|REG AIR|en theodolites w|
+2438|13|4|2|31|28303.31|0.08|0.01|R|F|1993-10-16|1993-08-31|1993-11-10|COLLECT COD|REG AIR|t. slyly ironic sh|
+2438|68|7|3|10|9680.60|0.10|0.00|R|F|1993-08-18|1993-08-28|1993-09-08|NONE|SHIP|engage car|
+2438|161|8|4|27|28651.32|0.01|0.02|R|F|1993-07-27|1993-10-01|1993-08-06|TAKE BACK RETURN|FOB|inal accounts. slyly final reques|
+2438|166|3|5|28|29852.48|0.07|0.06|R|F|1993-11-05|1993-08-22|1993-11-22|TAKE BACK RETURN|TRUCK|ctions. bli|
+2438|149|6|6|23|24130.22|0.09|0.02|R|F|1993-10-06|1993-08-17|1993-10-16|DELIVER IN PERSON|MAIL|ely; blithely special pinto beans breach|
+2438|183|4|7|46|49826.28|0.02|0.05|R|F|1993-10-27|1993-08-30|1993-11-14|COLLECT COD|SHIP| ironic requests cajole f|
+2439|164|1|1|2|2128.32|0.09|0.03|N|O|1997-04-14|1997-06-11|1997-05-09|COLLECT COD|MAIL|courts boos|
+2439|144|5|2|5|5220.70|0.07|0.01|N|O|1997-04-23|1997-04-26|1997-04-28|DELIVER IN PERSON|FOB|ites. furiously|
+2439|195|7|3|33|36141.27|0.08|0.05|N|O|1997-06-01|1997-05-15|1997-06-07|TAKE BACK RETURN|FOB|asymptotes wake packages-- furiously|
+2464|49|8|1|10|9490.40|0.05|0.03|N|O|1998-02-04|1997-12-29|1998-02-16|TAKE BACK RETURN|RAIL|slyly final pinto bean|
+2464|101|6|2|20|20022.00|0.01|0.07|N|O|1997-12-26|1998-01-02|1998-01-24|DELIVER IN PERSON|FOB|sts. slyly close ideas shall h|
+2465|68|5|1|27|26137.62|0.05|0.02|N|O|1995-09-05|1995-09-07|1995-09-17|DELIVER IN PERSON|FOB|posits boost carefully unusual instructio|
+2465|51|3|2|34|32335.70|0.02|0.05|N|O|1995-10-02|1995-08-04|1995-10-09|COLLECT COD|RAIL|posits wake. regular package|
+2465|32|3|3|8|7456.24|0.10|0.00|N|O|1995-10-16|1995-08-26|1995-11-07|TAKE BACK RETURN|FOB|s across the express deposits wak|
+2465|148|7|4|45|47166.30|0.03|0.01|N|O|1995-09-27|1995-08-25|1995-10-06|NONE|TRUCK|y silent foxes. final pinto beans above |
+2465|47|4|5|50|47352.00|0.01|0.04|N|O|1995-09-01|1995-09-06|1995-09-18|TAKE BACK RETURN|TRUCK|the pending th|
+2465|124|5|6|20|20482.40|0.03|0.03|N|O|1995-08-16|1995-08-13|1995-09-02|COLLECT COD|FOB|uriously? furiously ironic excu|
+2466|186|7|1|16|17378.88|0.00|0.02|R|F|1994-04-20|1994-04-20|1994-05-09|COLLECT COD|FOB|to beans sl|
+2466|105|8|2|10|10051.00|0.00|0.00|A|F|1994-05-08|1994-04-06|1994-06-05|DELIVER IN PERSON|AIR|sly regular deposits. regular, regula|
+2466|14|1|3|29|26506.29|0.10|0.07|A|F|1994-06-11|1994-04-27|1994-07-10|DELIVER IN PERSON|FOB|ckages. bold requests nag carefully.|
+2466|11|8|4|29|26419.29|0.04|0.04|A|F|1994-04-01|1994-04-20|1994-04-23|DELIVER IN PERSON|MAIL|es boost fluffily ab|
+2466|79|10|5|30|29372.10|0.02|0.01|A|F|1994-04-11|1994-05-02|1994-05-02|DELIVER IN PERSON|REG AIR|. fluffily even pinto beans are idly. f|
+2466|173|2|6|19|20390.23|0.10|0.07|R|F|1994-06-12|1994-04-18|1994-07-12|NONE|MAIL|ccounts cajole a|
+2466|155|7|7|35|36930.25|0.10|0.00|A|F|1994-06-01|1994-05-27|1994-06-21|COLLECT COD|AIR| packages detect carefully: ironically sl|
+2467|133|9|1|7|7231.91|0.00|0.00|N|O|1995-07-28|1995-10-04|1995-08-27|NONE|REG AIR|gular packages cajole |
+2468|94|7|1|46|45728.14|0.00|0.04|N|O|1997-07-16|1997-08-09|1997-08-07|COLLECT COD|SHIP|unusual theodolites su|
+2468|21|10|2|43|39603.86|0.00|0.04|N|O|1997-08-17|1997-08-21|1997-08-30|DELIVER IN PERSON|FOB|uriously eve|
+2468|195|6|3|44|48188.36|0.00|0.03|N|O|1997-10-01|1997-08-02|1997-10-09|TAKE BACK RETURN|RAIL|egular, silent sheave|
+2468|82|3|4|5|4910.40|0.08|0.00|N|O|1997-06-28|1997-08-02|1997-07-22|NONE|MAIL| sleep fluffily acc|
+2468|159|7|5|18|19064.70|0.07|0.00|N|O|1997-07-25|1997-08-26|1997-08-14|DELIVER IN PERSON|REG AIR|cies. fluffily r|
+2469|166|1|1|11|11727.76|0.00|0.04|N|O|1997-02-09|1997-01-26|1997-02-16|NONE|TRUCK|ies wake carefully b|
+2469|114|1|2|16|16225.76|0.07|0.06|N|O|1997-02-19|1997-02-04|1997-03-18|NONE|MAIL|ing asymptotes |
+2469|11|5|3|48|43728.48|0.05|0.06|N|O|1997-01-11|1997-01-03|1997-01-15|TAKE BACK RETURN|AIR|riously even theodolites u|
+2469|88|9|4|35|34582.80|0.06|0.06|N|O|1997-02-04|1997-02-02|1997-02-17|DELIVER IN PERSON|RAIL|ld packages haggle regular frets. fluffily |
+2469|121|4|5|30|30633.60|0.09|0.01|N|O|1996-12-21|1997-01-29|1997-01-02|COLLECT COD|SHIP| accounts. regular theodolites affix fu|
+2469|104|5|6|49|49200.90|0.02|0.02|N|O|1997-03-03|1996-12-26|1997-03-13|NONE|AIR| requests are car|
+2469|127|10|7|8|8216.96|0.02|0.00|N|O|1997-03-15|1997-01-20|1997-04-13|NONE|TRUCK|s. regular|
+2470|110|5|1|12|12121.32|0.06|0.06|N|O|1997-07-12|1997-05-24|1997-07-17|TAKE BACK RETURN|FOB|l accounts. deposits nag daringly. express,|
+2470|100|4|2|50|50005.00|0.03|0.03|N|O|1997-06-02|1997-06-01|1997-06-09|COLLECT COD|AIR| packages |
+2470|64|3|3|10|9640.60|0.05|0.08|N|O|1997-06-20|1997-06-19|1997-06-24|TAKE BACK RETURN|FOB| ironic requests a|
+2470|162|3|4|30|31864.80|0.04|0.08|N|O|1997-08-04|1997-07-13|1997-08-14|DELIVER IN PERSON|AIR|s across the furiously fina|
+2471|84|5|1|37|36410.96|0.05|0.01|N|O|1998-05-28|1998-04-17|1998-06-08|COLLECT COD|TRUCK|ounts mold blithely carefully express depo|
+2496|141|8|1|38|39563.32|0.02|0.07|R|F|1994-03-26|1994-04-06|1994-04-23|COLLECT COD|RAIL| bold accounts. furi|
+2496|23|4|2|39|35997.78|0.03|0.00|R|F|1994-03-23|1994-02-18|1994-04-10|TAKE BACK RETURN|FOB|arefully special dependencies abo|
+2496|189|10|3|36|39210.48|0.09|0.04|R|F|1994-03-27|1994-03-15|1994-04-17|TAKE BACK RETURN|SHIP|ully ironic f|
+2496|24|9|4|30|27720.60|0.04|0.01|A|F|1994-01-27|1994-03-11|1994-01-31|DELIVER IN PERSON|RAIL|ake. ironic foxes cajole quickly. fu|
+2497|12|2|1|34|31008.34|0.02|0.03|R|F|1992-09-02|1992-10-19|1992-09-12|COLLECT COD|AIR|ronic accounts. p|
+2497|77|7|2|15|14656.05|0.09|0.02|A|F|1992-12-23|1992-11-20|1993-01-18|DELIVER IN PERSON|SHIP|sly against the|
+2497|34|5|3|28|26152.84|0.02|0.08|A|F|1992-12-02|1992-11-21|1992-12-04|DELIVER IN PERSON|REG AIR|ouches. special, regular requests|
+2497|144|5|4|48|50118.72|0.06|0.05|A|F|1992-09-29|1992-11-13|1992-10-19|TAKE BACK RETURN|AIR| even, regular requests across |
+2497|175|5|5|28|30104.76|0.04|0.05|A|F|1992-11-10|1992-09-30|1992-11-18|DELIVER IN PERSON|MAIL|hely bold ideas. unusual instructions ac|
+2497|71|2|6|19|18450.33|0.05|0.08|A|F|1992-11-10|1992-11-20|1992-12-05|TAKE BACK RETURN|TRUCK| instructions? carefully daring accounts|
+2498|143|2|1|48|50070.72|0.10|0.01|R|F|1993-11-25|1994-01-09|1993-12-24|DELIVER IN PERSON|RAIL|onic requests wake|
+2499|150|3|1|15|15752.25|0.04|0.06|N|O|1995-12-21|1995-12-06|1996-01-19|DELIVER IN PERSON|FOB| slyly across the slyly|
+2499|46|3|2|48|45409.92|0.09|0.03|N|O|1995-10-14|1995-12-12|1995-11-11|DELIVER IN PERSON|AIR|ronic ideas cajole quickly requests. caref|
+2499|133|9|3|31|32027.03|0.09|0.05|N|O|1995-12-09|1995-10-28|1996-01-05|COLLECT COD|AIR|to beans across the carefully ironic theodo|
+2499|159|7|4|39|41306.85|0.06|0.02|N|O|1995-10-26|1995-10-27|1995-11-07|TAKE BACK RETURN|SHIP|otes sublat|
+2499|130|9|5|6|6180.78|0.02|0.01|N|O|1995-11-19|1995-12-14|1995-12-08|NONE|SHIP|cording to the|
+2499|119|3|6|12|12229.32|0.04|0.05|N|O|1995-11-18|1995-12-13|1995-11-23|COLLECT COD|REG AIR|le furiously along the r|
+2500|192|3|1|40|43687.60|0.00|0.02|A|F|1992-09-02|1992-09-30|1992-09-06|DELIVER IN PERSON|SHIP|efully unusual dolphins s|
+2500|37|8|2|34|31859.02|0.06|0.02|R|F|1992-10-03|1992-11-11|1992-10-29|DELIVER IN PERSON|TRUCK| stealthy a|
+2500|80|10|3|41|40183.28|0.02|0.00|R|F|1992-09-02|1992-11-11|1992-09-06|DELIVER IN PERSON|RAIL|s could have to integrate after the |
+2500|69|8|4|17|16474.02|0.01|0.02|A|F|1992-09-30|1992-10-16|1992-10-05|DELIVER IN PERSON|REG AIR|encies-- ironic, even packages|
+2501|84|5|1|4|3936.32|0.10|0.06|N|O|1997-07-17|1997-07-27|1997-07-22|COLLECT COD|RAIL|quests. furiously final|
+2501|106|1|2|33|33201.30|0.01|0.04|N|O|1997-07-14|1997-08-09|1997-07-26|NONE|MAIL|leep furiously packages. even sauternes |
+2501|72|2|3|20|19441.40|0.10|0.06|N|O|1997-09-23|1997-07-01|1997-10-03|DELIVER IN PERSON|RAIL|equests. furiou|
+2501|58|10|4|26|24909.30|0.09|0.01|N|O|1997-07-15|1997-08-15|1997-07-28|DELIVER IN PERSON|SHIP|c accounts. express, iron|
+2502|163|4|1|33|35084.28|0.10|0.06|R|F|1993-08-12|1993-07-22|1993-09-04|COLLECT COD|REG AIR|have to print|
+2503|123|2|1|33|33762.96|0.06|0.01|R|F|1993-07-06|1993-08-14|1993-08-02|NONE|SHIP|nal courts integrate according to the|
+2503|65|10|2|28|27021.68|0.06|0.01|R|F|1993-08-08|1993-08-31|1993-08-10|NONE|SHIP|s wake quickly slyly |
+2503|46|7|3|50|47302.00|0.09|0.01|A|F|1993-09-22|1993-08-17|1993-09-29|DELIVER IN PERSON|TRUCK|s around the slyly |
+2503|91|5|4|27|26759.43|0.09|0.00|A|F|1993-07-12|1993-07-24|1993-07-22|DELIVER IN PERSON|TRUCK|lly even p|
+2503|48|5|5|3|2844.12|0.04|0.02|A|F|1993-07-10|1993-09-17|1993-07-19|TAKE BACK RETURN|TRUCK|s cajole. slyly close courts nod f|
+2503|128|7|6|39|40096.68|0.05|0.05|R|F|1993-10-11|1993-09-09|1993-10-16|NONE|MAIL|d carefully fluffily|
+2503|19|6|7|17|15623.17|0.09|0.08|R|F|1993-09-04|1993-07-31|1993-09-23|DELIVER IN PERSON|SHIP|c accounts haggle blithel|
+2528|1|2|1|10|9010.00|0.02|0.03|R|F|1994-12-12|1994-12-29|1994-12-28|COLLECT COD|REG AIR|ely. fluffily even re|
+2528|74|3|2|13|12662.91|0.00|0.03|A|F|1994-11-27|1995-01-20|1994-12-03|TAKE BACK RETURN|REG AIR|ggle furiously. slyly final asympt|
+2528|175|6|3|35|37630.95|0.10|0.00|R|F|1994-12-19|1995-02-04|1995-01-15|NONE|MAIL|, even excuses. even,|
+2528|65|4|4|37|35707.22|0.00|0.01|A|F|1994-12-25|1995-02-02|1994-12-31|COLLECT COD|AIR|ng the pending excuses haggle after the bl|
+2529|131|7|1|4|4124.52|0.07|0.07|N|O|1996-10-19|1996-11-18|1996-10-24|DELIVER IN PERSON|SHIP|al dependencies haggle slyly alongsi|
+2530|21|2|1|9|8289.18|0.09|0.03|R|F|1994-05-10|1994-04-30|1994-05-24|TAKE BACK RETURN|REG AIR|lyly ironic|
+2530|93|7|2|42|41709.78|0.04|0.08|R|F|1994-03-27|1994-05-20|1994-03-29|NONE|RAIL|ng platelets wake s|
+2530|108|1|3|8|8064.80|0.10|0.08|A|F|1994-05-02|1994-05-08|1994-05-24|DELIVER IN PERSON|MAIL|ial asymptotes snooze slyly regular |
+2531|148|7|1|9|9433.26|0.03|0.07|N|O|1996-07-27|1996-07-03|1996-08-01|DELIVER IN PERSON|AIR|t the dogged, un|
+2531|157|2|2|3|3171.45|0.07|0.06|N|O|1996-07-20|1996-06-20|1996-08-10|NONE|MAIL|he quickly ev|
+2531|86|7|3|20|19721.60|0.06|0.04|N|O|1996-07-18|1996-06-25|1996-07-29|TAKE BACK RETURN|TRUCK|into beans. furious|
+2531|191|5|4|36|39282.84|0.08|0.01|N|O|1996-06-11|1996-07-26|1996-06-27|NONE|MAIL|y ironic, bold packages. blithely e|
+2531|56|4|5|28|26769.40|0.03|0.07|N|O|1996-07-06|1996-07-31|1996-07-19|TAKE BACK RETURN|REG AIR|its. busily|
+2531|145|4|6|46|48076.44|0.10|0.08|N|O|1996-07-03|1996-06-27|1996-07-12|TAKE BACK RETURN|REG AIR|e final, bold pains. ir|
+2532|53|4|1|3|2859.15|0.06|0.07|N|O|1995-12-14|1995-11-28|1995-12-15|COLLECT COD|FOB|unusual sentiments. even pinto|
+2532|160|2|2|33|34985.28|0.06|0.05|N|O|1995-11-23|1996-01-04|1995-12-16|DELIVER IN PERSON|TRUCK|rve carefully slyly ironic accounts! fluf|
+2532|135|1|3|1|1035.13|0.00|0.06|N|O|1996-01-27|1995-11-23|1996-01-29|DELIVER IN PERSON|REG AIR|ely final ideas cajole despite the ca|
+2532|78|8|4|50|48903.50|0.02|0.02|N|O|1995-11-13|1996-01-01|1995-11-26|NONE|TRUCK|yly after the fluffily regul|
+2532|114|1|5|9|9126.99|0.09|0.04|N|O|1995-11-30|1995-11-23|1995-12-12|DELIVER IN PERSON|TRUCK|cial ideas haggle slyly pending request|
+2532|150|1|6|20|21003.00|0.09|0.05|N|O|1995-12-02|1995-11-26|1995-12-08|TAKE BACK RETURN|AIR|er the slyly pending|
+2533|54|9|1|36|34345.80|0.06|0.04|N|O|1997-06-10|1997-04-28|1997-07-01|NONE|REG AIR|ss requests sleep neve|
+2533|198|10|2|5|5490.95|0.10|0.04|N|O|1997-05-26|1997-06-02|1997-06-24|NONE|FOB|ccounts. ironic, special accounts boo|
+2533|183|4|3|37|40077.66|0.00|0.08|N|O|1997-05-10|1997-04-26|1997-05-28|COLLECT COD|SHIP| haggle carefully |
+2533|30|5|4|17|15810.51|0.06|0.02|N|O|1997-05-23|1997-05-10|1997-06-18|NONE|FOB|ackages. blith|
+2533|126|1|5|38|38992.56|0.09|0.00|N|O|1997-05-10|1997-06-02|1997-05-28|TAKE BACK RETURN|REG AIR|of the regular accounts. even packages caj|
+2533|184|5|6|20|21683.60|0.05|0.08|N|O|1997-07-04|1997-04-30|1997-07-05|COLLECT COD|FOB|thless excuses are b|
+2533|94|7|7|14|13917.26|0.06|0.04|N|O|1997-07-06|1997-05-08|1997-08-03|COLLECT COD|FOB|ut the pending, special depos|
+2534|139|5|1|29|30134.77|0.07|0.07|N|O|1996-08-09|1996-09-29|1996-08-11|COLLECT COD|TRUCK|ugouts haggle slyly. final|
+2534|27|6|2|49|45423.98|0.08|0.08|N|O|1996-09-01|1996-08-20|1996-09-06|NONE|SHIP|sometimes regular requests. blithely unus|
+2534|1|4|3|50|45050.00|0.10|0.06|N|O|1996-09-25|1996-10-07|1996-10-09|TAKE BACK RETURN|AIR|ideas. deposits use. slyly regular pa|
+2534|75|3|4|43|41928.01|0.09|0.02|N|O|1996-10-25|1996-09-30|1996-11-05|TAKE BACK RETURN|REG AIR|ngly final depos|
+2534|165|2|5|14|14912.24|0.05|0.02|N|O|1996-08-12|1996-09-26|1996-08-28|COLLECT COD|MAIL|eposits doze quickly final|
+2534|116|10|6|12|12193.32|0.02|0.02|N|O|1996-07-29|1996-10-12|1996-08-14|TAKE BACK RETURN|AIR|sual depos|
+2534|173|3|7|17|18243.89|0.02|0.07|N|O|1996-07-22|1996-09-15|1996-08-03|NONE|SHIP|riously regular |
+2535|199|2|1|5|5495.95|0.06|0.01|A|F|1993-09-07|1993-07-25|1993-09-29|DELIVER IN PERSON|REG AIR|, unusual reque|
+2535|39|5|2|12|11268.36|0.08|0.05|A|F|1993-07-17|1993-08-17|1993-07-31|TAKE BACK RETURN|FOB|uses sleep among the packages. excuses |
+2535|54|5|3|5|4770.25|0.09|0.06|R|F|1993-07-28|1993-08-14|1993-08-11|DELIVER IN PERSON|SHIP| across the express requests. silent, eve|
+2535|160|5|4|19|20143.04|0.01|0.02|A|F|1993-06-01|1993-08-01|1993-06-19|DELIVER IN PERSON|FOB|ructions. final requests|
+2535|174|3|5|25|26854.25|0.07|0.04|A|F|1993-07-19|1993-08-07|1993-07-27|NONE|REG AIR|ions believe ab|
+2560|169|10|1|41|43835.56|0.07|0.01|R|F|1992-10-23|1992-11-11|1992-11-22|NONE|SHIP| after the accounts. regular foxes are be|
+2560|4|9|2|27|24408.00|0.00|0.01|R|F|1992-12-03|1992-11-16|1992-12-30|NONE|MAIL| against the carefully|
+2560|46|5|3|31|29327.24|0.01|0.05|A|F|1992-11-14|1992-10-14|1992-12-11|DELIVER IN PERSON|AIR|to beans. blithely regular Tiresias int|
+2560|72|1|4|36|34994.52|0.01|0.02|A|F|1992-10-18|1992-10-30|1992-11-05|TAKE BACK RETURN|MAIL|accounts alongside of the excuses are |
+2560|42|1|5|9|8478.36|0.04|0.02|A|F|1992-10-23|1992-10-29|1992-11-02|COLLECT COD|REG AIR| deposits affix quickly. unusual, eve|
+2560|108|9|6|13|13105.30|0.03|0.06|A|F|1992-09-07|1992-10-21|1992-09-24|COLLECT COD|FOB|slyly final accoun|
+2561|25|4|1|32|29600.64|0.02|0.01|N|O|1998-01-05|1997-12-28|1998-01-26|DELIVER IN PERSON|REG AIR|bold packages wake slyly. slyly|
+2561|98|1|2|5|4990.45|0.07|0.04|N|O|1997-12-27|1998-01-23|1998-01-13|TAKE BACK RETURN|AIR|p ironic, regular pinto beans.|
+2561|173|4|3|47|50438.99|0.04|0.02|N|O|1997-11-19|1998-01-21|1997-12-03|DELIVER IN PERSON|REG AIR|larly pending t|
+2561|108|9|4|39|39315.90|0.08|0.06|N|O|1998-01-20|1997-12-16|1998-02-05|TAKE BACK RETURN|MAIL|equests are furiously against the|
+2561|150|3|5|2|2100.30|0.04|0.08|N|O|1998-03-14|1998-01-21|1998-03-27|DELIVER IN PERSON|TRUCK|s are. silently silent foxes sleep about|
+2561|51|6|6|14|13314.70|0.02|0.03|N|O|1998-03-07|1998-02-04|1998-03-21|COLLECT COD|RAIL|ep unusual, ironic accounts|
+2562|53|5|1|28|26685.40|0.04|0.03|R|F|1992-10-04|1992-09-24|1992-10-09|COLLECT COD|MAIL|ans haggle special, special packages. |
+2562|148|9|2|1|1048.14|0.01|0.06|R|F|1992-10-16|1992-09-18|1992-10-17|NONE|TRUCK| slyly final ideas haggle car|
+2562|66|7|3|25|24151.50|0.05|0.03|A|F|1992-11-23|1992-10-08|1992-12-19|DELIVER IN PERSON|REG AIR| accounts-- silent, unusual ideas a|
+2562|148|1|4|37|38781.18|0.08|0.03|R|F|1992-10-29|1992-10-06|1992-11-09|COLLECT COD|FOB|. slyly regular ideas according to the fl|
+2562|160|8|5|29|30744.64|0.05|0.08|A|F|1992-11-01|1992-09-29|1992-11-13|TAKE BACK RETURN|MAIL|eep against the furiously r|
+2562|50|7|6|17|16150.85|0.01|0.06|A|F|1992-10-15|1992-10-08|1992-10-26|DELIVER IN PERSON|TRUCK|lar pinto beans. blithely ev|
+2563|65|4|1|10|9650.60|0.07|0.04|A|F|1994-01-26|1993-12-19|1994-01-28|DELIVER IN PERSON|AIR|tealthily abo|
+2563|167|4|2|28|29880.48|0.04|0.03|R|F|1994-03-17|1994-02-04|1994-04-13|TAKE BACK RETURN|RAIL|hely regular depe|
+2563|119|9|3|39|39745.29|0.07|0.00|R|F|1994-02-10|1993-12-31|1994-02-19|COLLECT COD|FOB|lent requests should integrate; carefully e|
+2563|90|1|4|50|49504.50|0.01|0.01|A|F|1994-01-26|1994-01-03|1994-02-09|DELIVER IN PERSON|SHIP|ly regular, regular excuses. bold plate|
+2563|15|6|5|42|38430.42|0.06|0.08|R|F|1994-02-21|1994-02-14|1994-03-04|DELIVER IN PERSON|AIR|ymptotes nag furiously slyly even inst|
+2563|121|2|6|5|5105.60|0.10|0.00|R|F|1993-12-27|1993-12-19|1994-01-02|DELIVER IN PERSON|REG AIR| the quickly final theodolite|
+2564|112|3|1|4|4048.44|0.02|0.00|R|F|1994-11-12|1994-10-29|1994-12-04|NONE|MAIL|y express requests sleep furi|
+2565|144|5|1|42|43853.88|0.04|0.08|N|O|1998-04-07|1998-04-02|1998-05-04|NONE|AIR|ngly silent |
+2565|189|10|2|26|28318.68|0.05|0.08|N|O|1998-05-07|1998-04-09|1998-05-15|DELIVER IN PERSON|TRUCK| pinto beans about the slyly regula|
+2565|115|5|3|34|34513.74|0.06|0.06|N|O|1998-03-19|1998-04-12|1998-04-17|DELIVER IN PERSON|SHIP|nstructions was carefu|
+2565|17|7|4|25|22925.25|0.10|0.08|N|O|1998-06-27|1998-05-20|1998-07-13|DELIVER IN PERSON|RAIL|, express accounts. final id|
+2565|76|7|5|26|25377.82|0.08|0.03|N|O|1998-03-05|1998-04-11|1998-03-11|TAKE BACK RETURN|AIR|ites wake. ironic acco|
+2565|141|4|6|48|49974.72|0.08|0.07|N|O|1998-06-18|1998-05-06|1998-07-13|DELIVER IN PERSON|TRUCK|r instructions sleep qui|
+2566|148|5|1|19|19914.66|0.06|0.07|R|F|1992-12-21|1992-11-24|1992-12-22|DELIVER IN PERSON|MAIL|ests. silent|
+2566|181|2|2|42|45409.56|0.08|0.02|R|F|1992-12-20|1992-12-22|1992-12-29|COLLECT COD|MAIL|ously ironic accounts|
+2566|23|8|3|18|16614.36|0.09|0.02|A|F|1992-11-16|1992-12-24|1992-12-16|COLLECT COD|FOB| braids according t|
+2566|42|9|4|3|2826.12|0.05|0.02|A|F|1992-11-04|1992-12-30|1992-12-04|TAKE BACK RETURN|FOB|ckages are ironic Tiresias. furious|
+2566|22|3|5|9|8298.18|0.04|0.03|R|F|1992-12-14|1992-12-28|1992-12-16|NONE|FOB|blithely bold accounts? quickl|
+2566|128|3|6|1|1028.12|0.07|0.03|A|F|1992-10-28|1992-11-20|1992-11-22|TAKE BACK RETURN|AIR|theodolites wake pending|
+2567|26|9|1|39|36114.78|0.03|0.04|N|O|1998-05-10|1998-05-10|1998-05-21|NONE|SHIP|ns. furiously final dependencies cajo|
+2567|112|3|2|50|50605.50|0.06|0.05|N|O|1998-05-05|1998-04-18|1998-05-09|DELIVER IN PERSON|TRUCK|. carefully pending foxes are furi|
+2567|52|10|3|6|5712.30|0.03|0.06|N|O|1998-04-21|1998-04-14|1998-05-11|NONE|RAIL|s cajole regular, final acco|
+2567|158|6|4|50|52907.50|0.05|0.03|N|O|1998-03-27|1998-05-25|1998-04-23|DELIVER IN PERSON|FOB|pinto beans? r|
+2567|81|2|5|46|45129.68|0.07|0.02|N|O|1998-06-02|1998-04-30|1998-06-13|COLLECT COD|AIR|efully pending epitaphs. carefully reg|
+2567|100|3|6|32|32003.20|0.01|0.07|N|O|1998-05-24|1998-04-30|1998-06-14|NONE|RAIL| the even, iro|
+2567|135|6|7|43|44510.59|0.06|0.02|N|O|1998-05-11|1998-04-15|1998-05-29|NONE|RAIL|requests. final courts cajole |
+2592|90|1|1|7|6930.63|0.10|0.04|R|F|1993-03-13|1993-04-25|1993-04-01|NONE|REG AIR| carefully special theodolites integrate |
+2592|66|1|2|2|1932.12|0.10|0.00|A|F|1993-03-24|1993-04-05|1993-04-16|DELIVER IN PERSON|RAIL|side of the b|
+2593|105|2|1|37|37188.70|0.08|0.06|R|F|1993-12-14|1993-10-08|1994-01-04|NONE|SHIP|s wake bravel|
+2593|90|1|2|28|27722.52|0.08|0.03|A|F|1993-10-30|1993-10-18|1993-11-06|DELIVER IN PERSON|SHIP|y even escapades shall|
+2593|128|3|3|6|6168.72|0.04|0.05|A|F|1993-11-28|1993-10-04|1993-12-28|TAKE BACK RETURN|REG AIR|ular packages. re|
+2593|161|10|4|44|46691.04|0.02|0.08|A|F|1993-09-05|1993-10-23|1993-09-29|NONE|RAIL|ents impress furiously; unusual theodoli|
+2593|4|5|5|3|2712.00|0.03|0.00|A|F|1993-12-16|1993-11-01|1993-12-29|COLLECT COD|SHIP|the furiously |
+2593|175|6|6|1|1075.17|0.08|0.08|A|F|1993-11-23|1993-10-25|1993-12-04|DELIVER IN PERSON|RAIL| accounts wake slyly |
+2593|192|5|7|11|12014.09|0.00|0.07|R|F|1993-11-01|1993-11-19|1993-11-28|TAKE BACK RETURN|RAIL|express packages sleep bold re|
+2594|72|3|1|7|6804.49|0.06|0.02|R|F|1993-03-26|1993-03-05|1993-04-24|DELIVER IN PERSON|FOB|arls cajole |
+2594|124|9|2|13|13313.56|0.10|0.05|R|F|1993-02-06|1993-03-01|1993-02-23|TAKE BACK RETURN|TRUCK|fully special accounts use courts|
+2594|126|1|3|24|24626.88|0.03|0.00|A|F|1993-01-31|1993-03-10|1993-02-04|COLLECT COD|REG AIR|lar accounts sleep fur|
+2594|144|7|4|46|48030.44|0.00|0.08|R|F|1993-04-17|1993-03-06|1993-04-21|TAKE BACK RETURN|SHIP|beans. instructions across t|
+2595|61|2|1|42|40364.52|0.08|0.02|N|O|1996-03-24|1996-01-28|1996-04-10|DELIVER IN PERSON|MAIL|ggle furiou|
+2595|88|9|2|30|29642.40|0.05|0.01|N|O|1996-03-05|1996-02-23|1996-03-19|NONE|AIR|ctions. regula|
+2595|24|3|3|19|17556.38|0.01|0.05|N|O|1995-12-23|1996-03-02|1996-01-17|COLLECT COD|MAIL|ns are neve|
+2595|159|1|4|29|30715.35|0.07|0.05|N|O|1996-01-01|1996-02-13|1996-01-18|TAKE BACK RETURN|RAIL|ronic accounts haggle carefully fin|
+2595|86|7|5|30|29582.40|0.09|0.07|N|O|1996-03-16|1996-01-31|1996-04-05|TAKE BACK RETURN|FOB|. final orbits cajole |
+2595|82|3|6|31|30444.48|0.06|0.04|N|O|1996-02-07|1996-02-10|1996-03-05|DELIVER IN PERSON|AIR|tipliers w|
+2596|170|5|1|6|6421.02|0.05|0.01|N|O|1996-12-15|1996-11-02|1996-12-29|TAKE BACK RETURN|TRUCK|ily special re|
+2596|139|10|2|43|44682.59|0.07|0.03|N|O|1996-09-03|1996-10-26|1996-09-15|NONE|FOB|ial packages haggl|
+2596|39|5|3|19|17841.57|0.10|0.00|N|O|1996-09-02|1996-11-03|1996-09-06|COLLECT COD|AIR|ias mold! sp|
+2596|105|6|4|10|10051.00|0.06|0.05|N|O|1996-08-25|1996-11-05|1996-09-13|DELIVER IN PERSON|REG AIR| instructions shall have|
+2597|84|5|1|24|23617.92|0.07|0.00|A|F|1993-05-15|1993-03-06|1993-05-25|TAKE BACK RETURN|FOB|pending packages. enticingly fi|
+2598|7|4|1|12|10884.00|0.00|0.01|N|O|1996-06-17|1996-04-12|1996-06-24|COLLECT COD|TRUCK|express packages nag sly|
+2598|148|7|2|40|41925.60|0.07|0.02|N|O|1996-05-11|1996-05-19|1996-06-08|TAKE BACK RETURN|AIR|the enticing|
+2598|104|9|3|4|4016.40|0.03|0.03|N|O|1996-05-23|1996-05-13|1996-05-25|COLLECT COD|AIR| across the furiously fi|
+2598|23|2|4|19|17537.38|0.02|0.00|N|O|1996-04-09|1996-05-30|1996-04-17|TAKE BACK RETURN|RAIL|nic packages. even accounts|
+2598|106|3|5|12|12073.20|0.01|0.08|N|O|1996-04-14|1996-04-24|1996-04-21|TAKE BACK RETURN|REG AIR|eposits cajol|
+2599|101|4|1|11|11012.10|0.08|0.08|N|O|1997-02-01|1996-12-14|1997-02-27|TAKE BACK RETURN|FOB| express accoun|
+2599|42|5|2|26|24493.04|0.03|0.04|N|O|1996-11-08|1996-12-21|1996-11-24|TAKE BACK RETURN|AIR|nag carefully |
+2599|99|10|3|29|28973.61|0.09|0.03|N|O|1997-01-10|1996-12-10|1997-02-02|COLLECT COD|RAIL|ly express dolphins. special, |
+2624|63|10|1|15|14445.90|0.03|0.07|N|O|1997-02-28|1997-02-19|1997-03-21|DELIVER IN PERSON|AIR|le. quickly pending requests|
+2624|189|10|2|12|13070.16|0.07|0.00|N|O|1997-02-24|1997-02-22|1997-02-27|DELIVER IN PERSON|SHIP|er the quickly unu|
+2625|20|1|1|42|38640.84|0.02|0.04|R|F|1992-10-18|1992-11-17|1992-10-23|DELIVER IN PERSON|AIR| even accounts haggle furiously|
+2626|22|5|1|45|41490.90|0.09|0.04|N|O|1995-11-22|1995-11-01|1995-11-23|NONE|AIR|deposits wake blithely according to |
+2626|175|3|2|2|2150.34|0.05|0.07|N|O|1995-10-19|1995-11-09|1995-10-24|TAKE BACK RETURN|FOB|uffy accounts haggle furiously above|
+2626|154|2|3|40|42166.00|0.05|0.07|N|O|1995-09-28|1995-12-03|1995-10-10|NONE|REG AIR|eans. ironic deposits haggle. depo|
+2627|131|7|1|28|28871.64|0.09|0.02|R|F|1992-05-14|1992-05-09|1992-05-31|COLLECT COD|SHIP|ggedly final excuses nag packages. f|
+2628|106|9|1|44|44268.40|0.07|0.03|R|F|1994-01-11|1994-01-14|1994-01-13|DELIVER IN PERSON|SHIP|lyly final, pending ide|
+2628|106|9|2|14|14085.40|0.01|0.03|A|F|1994-01-28|1993-11-30|1994-02-20|TAKE BACK RETURN|SHIP|g the furiously unusual pi|
+2628|64|9|3|42|40490.52|0.00|0.00|A|F|1993-11-20|1994-01-04|1993-12-19|DELIVER IN PERSON|TRUCK|ld notornis alongside |
+2628|95|7|4|23|22887.07|0.08|0.04|A|F|1993-10-27|1994-01-08|1993-11-12|DELIVER IN PERSON|TRUCK|usual packages sleep about the fina|
+2628|90|1|5|50|49504.50|0.07|0.01|A|F|1994-01-13|1993-12-11|1994-01-14|NONE|AIR|posits serve carefully toward |
+2629|118|9|1|6|6108.66|0.06|0.05|N|O|1998-06-10|1998-05-29|1998-06-13|DELIVER IN PERSON|SHIP|dolites hinder bli|
+2629|124|7|2|31|31747.72|0.08|0.03|N|O|1998-05-24|1998-05-26|1998-06-10|COLLECT COD|AIR|ate blithely bold, regular deposits. bold|
+2629|128|9|3|29|29815.48|0.08|0.07|N|O|1998-07-09|1998-06-17|1998-07-12|TAKE BACK RETURN|AIR|eposits serve unusual, express i|
+2629|70|5|4|33|32012.31|0.06|0.03|N|O|1998-05-29|1998-05-14|1998-05-30|NONE|TRUCK|es. slowly express accounts are along the|
+2630|29|8|1|46|42734.92|0.05|0.03|R|F|1992-11-05|1992-12-17|1992-12-05|TAKE BACK RETURN|MAIL|uests cajole. e|
+2630|57|2|2|8|7656.40|0.09|0.07|A|F|1992-11-16|1993-01-01|1992-12-07|DELIVER IN PERSON|TRUCK|indle fluffily silent, ironic pi|
+2630|173|2|3|45|48292.65|0.08|0.07|A|F|1993-01-04|1993-01-11|1993-01-09|NONE|FOB|edly express ideas. carefully final |
+2630|162|9|4|29|30802.64|0.08|0.07|A|F|1992-12-03|1993-01-04|1992-12-12|DELIVER IN PERSON|SHIP|efully unusual dependencies. even i|
+2631|122|7|1|42|42929.04|0.00|0.03|A|F|1994-01-04|1993-12-01|1994-01-16|TAKE BACK RETURN|SHIP|ect carefully at the furiously final the|
+2631|67|4|2|4|3868.24|0.07|0.06|R|F|1993-11-03|1993-12-17|1993-11-05|COLLECT COD|AIR|special theodolites. a|
+2631|118|8|3|15|15271.65|0.06|0.05|A|F|1993-09-30|1993-11-06|1993-10-13|DELIVER IN PERSON|SHIP|y. furiously even pinto be|
+2656|181|2|1|10|10811.80|0.02|0.06|R|F|1993-06-28|1993-07-04|1993-07-12|TAKE BACK RETURN|TRUCK|s nag regularly about the deposits. slyly|
+2656|137|8|2|38|39410.94|0.07|0.02|A|F|1993-06-25|1993-06-04|1993-07-24|NONE|RAIL|structions wake along the furio|
+2656|2|5|3|19|17138.00|0.03|0.02|R|F|1993-08-03|1993-07-25|1993-08-20|TAKE BACK RETURN|MAIL|ts serve deposi|
+2656|110|3|4|40|40404.40|0.05|0.04|R|F|1993-06-09|1993-07-24|1993-06-21|DELIVER IN PERSON|RAIL|refully final pearls. final ideas wake. qu|
+2657|115|9|1|22|22332.42|0.02|0.03|N|O|1995-12-08|1995-12-28|1995-12-21|TAKE BACK RETURN|MAIL|r ideas. furiously special dolphins|
+2657|165|2|2|15|15977.40|0.08|0.05|N|O|1995-12-09|1995-12-16|1995-12-18|NONE|RAIL|ole carefully above the ironic ideas. b|
+2657|79|9|3|25|24476.75|0.02|0.04|N|O|1995-10-21|1995-12-12|1995-11-09|COLLECT COD|FOB|lly pinto beans. final |
+2657|55|7|4|11|10505.55|0.04|0.08|N|O|1995-11-19|1995-12-11|1995-11-24|COLLECT COD|TRUCK|ckly enticing requests. fur|
+2657|78|9|5|42|41078.94|0.06|0.03|N|O|1996-01-23|1995-11-22|1996-01-25|COLLECT COD|RAIL|ckly slyly even accounts. platelets x-ray|
+2657|194|7|6|31|33919.89|0.01|0.03|N|O|1995-11-10|1995-11-27|1995-12-06|COLLECT COD|RAIL|re blithely |
+2658|132|3|1|41|42317.33|0.05|0.04|N|O|1995-11-07|1995-11-04|1995-12-04|NONE|MAIL|eposits. furiously final theodolite|
+2658|29|4|2|22|20438.44|0.08|0.05|N|O|1995-11-12|1995-11-18|1995-11-14|DELIVER IN PERSON|TRUCK|ts cajole. pending packages affix|
+2658|18|5|3|13|11934.13|0.07|0.06|N|O|1995-10-24|1995-12-12|1995-11-14|COLLECT COD|FOB|s kindle blithely regular accounts.|
+2658|92|5|4|22|21825.98|0.04|0.04|N|O|1995-12-02|1995-11-03|1995-12-26|DELIVER IN PERSON|SHIP| dependencies. blithely pending foxes abou|
+2658|7|8|5|45|40815.00|0.03|0.01|N|O|1995-11-02|1995-11-08|1995-11-29|DELIVER IN PERSON|MAIL|e special requests. quickly ex|
+2658|147|4|6|27|28272.78|0.05|0.07|N|O|1995-09-26|1995-12-08|1995-09-30|NONE|AIR|ecial packages use abov|
+2659|42|1|1|28|26377.12|0.08|0.05|A|F|1994-03-17|1994-01-24|1994-03-19|NONE|FOB|idle tithes|
+2659|43|2|2|21|19803.84|0.00|0.00|A|F|1993-12-23|1994-02-10|1994-01-17|DELIVER IN PERSON|RAIL|y beyond the furiously even co|
+2659|135|1|3|24|24843.12|0.04|0.03|R|F|1994-03-28|1994-02-20|1994-04-05|DELIVER IN PERSON|REG AIR| haggle carefully |
+2659|119|6|4|2|2038.22|0.00|0.08|R|F|1994-02-19|1994-03-12|1994-02-21|NONE|MAIL|sts above the fluffily express fo|
+2659|7|4|5|9|8163.00|0.08|0.03|A|F|1994-02-07|1994-03-17|1994-03-04|DELIVER IN PERSON|AIR|ly final packages sleep ac|
+2660|48|7|1|17|16116.68|0.00|0.05|N|O|1995-08-18|1995-09-13|1995-09-17|NONE|SHIP|al pinto beans wake after the furious|
+2661|178|9|1|31|33423.27|0.03|0.02|N|O|1997-04-07|1997-03-10|1997-04-23|TAKE BACK RETURN|AIR|e ironicall|
+2661|103|8|2|22|22068.20|0.08|0.02|N|O|1997-03-14|1997-03-17|1997-04-08|COLLECT COD|REG AIR| foxes affix quickly ironic request|
+2661|67|6|3|11|10637.66|0.00|0.08|N|O|1997-04-14|1997-02-11|1997-05-05|TAKE BACK RETURN|FOB|equests are a|
+2661|137|8|4|41|42522.33|0.06|0.02|N|O|1997-03-06|1997-03-27|1997-03-15|DELIVER IN PERSON|AIR|iously ironically ironic requests. |
+2662|102|5|1|43|43090.30|0.09|0.07|N|O|1996-11-24|1996-11-04|1996-12-08|NONE|RAIL|. slyly specia|
+2662|128|9|2|8|8224.96|0.02|0.07|N|O|1996-09-10|1996-10-09|1996-09-21|TAKE BACK RETURN|REG AIR|ajole carefully. sp|
+2662|2|5|3|6|5412.00|0.02|0.00|N|O|1996-11-30|1996-09-20|1996-12-03|DELIVER IN PERSON|REG AIR|olites cajole quickly along the b|
+2662|30|1|4|34|31621.02|0.06|0.07|N|O|1996-10-04|1996-11-05|1996-10-19|NONE|SHIP|ding theodolites use carefully. p|
+2663|114|4|1|35|35493.85|0.02|0.01|N|O|1995-12-11|1995-10-16|1996-01-07|TAKE BACK RETURN|REG AIR|tect. slyly fina|
+2688|18|5|1|45|41310.45|0.08|0.08|R|F|1992-05-21|1992-04-14|1992-05-28|NONE|FOB|sits run carefully|
+2688|15|6|2|46|42090.46|0.01|0.01|R|F|1992-05-24|1992-04-01|1992-05-26|COLLECT COD|TRUCK|elets. regular reque|
+2688|89|10|3|30|29672.40|0.05|0.04|A|F|1992-04-18|1992-03-18|1992-05-18|TAKE BACK RETURN|RAIL|ithely final |
+2688|25|10|4|3|2775.06|0.00|0.03|R|F|1992-02-04|1992-03-18|1992-02-24|DELIVER IN PERSON|RAIL|e fluffily |
+2688|59|10|5|22|21099.10|0.02|0.05|R|F|1992-02-09|1992-04-09|1992-02-11|DELIVER IN PERSON|RAIL|press, ironic excuses wake carefully id|
+2688|149|10|6|42|44063.88|0.01|0.01|R|F|1992-04-29|1992-04-04|1992-05-17|TAKE BACK RETURN|FOB|lly even account|
+2689|6|1|1|45|40770.00|0.02|0.04|R|F|1992-04-29|1992-06-22|1992-04-30|COLLECT COD|SHIP|e quickly. carefully silent|
+2690|140|1|1|44|45766.16|0.05|0.06|N|O|1996-05-30|1996-05-19|1996-06-26|NONE|REG AIR|ly alongside of th|
+2690|51|2|2|50|47552.50|0.03|0.03|N|O|1996-06-13|1996-05-22|1996-06-14|DELIVER IN PERSON|MAIL| doubt careful|
+2690|125|6|3|45|46130.40|0.02|0.07|N|O|1996-05-23|1996-06-02|1996-05-29|DELIVER IN PERSON|MAIL|ounts. slyly regular dependencies wa|
+2690|195|6|4|12|13142.28|0.04|0.07|N|O|1996-07-18|1996-06-03|1996-07-25|NONE|AIR|nal, regular atta|
+2690|86|7|5|30|29582.40|0.01|0.08|N|O|1996-05-20|1996-06-01|1996-06-04|TAKE BACK RETURN|SHIP|d accounts above the express req|
+2690|189|10|6|3|3267.54|0.07|0.01|N|O|1996-07-04|1996-05-28|1996-07-06|TAKE BACK RETURN|RAIL|. final reques|
+2690|79|7|7|35|34267.45|0.05|0.06|N|O|1996-07-25|1996-05-14|1996-08-03|COLLECT COD|FOB|y silent pinto be|
+2691|91|3|1|11|10901.99|0.04|0.07|R|F|1992-06-21|1992-06-08|1992-07-09|COLLECT COD|FOB|leep alongside of the accounts. slyly ironi|
+2691|48|7|2|2|1896.08|0.00|0.07|R|F|1992-05-10|1992-06-04|1992-05-11|TAKE BACK RETURN|TRUCK|s cajole at the blithely ironic warthog|
+2691|162|3|3|16|16994.56|0.09|0.03|R|F|1992-06-11|1992-07-29|1992-06-29|NONE|RAIL|bove the even foxes. unusual theodoli|
+2691|166|3|4|1|1066.16|0.08|0.00|A|F|1992-08-11|1992-06-07|1992-08-16|NONE|SHIP|egular instructions b|
+2692|17|1|1|3|2751.03|0.10|0.04|N|O|1998-02-25|1998-01-29|1998-03-27|TAKE BACK RETURN|MAIL|equests. bold, even foxes haggle slyl|
+2692|114|1|2|21|21296.31|0.03|0.05|N|O|1998-03-11|1998-02-11|1998-03-19|NONE|SHIP|posits. final, express requests nag furi|
+2693|9|10|1|26|23634.00|0.04|0.00|N|O|1996-09-14|1996-10-07|1996-10-03|COLLECT COD|MAIL|cajole alo|
+2693|102|3|2|43|43090.30|0.03|0.04|N|O|1996-10-24|1996-10-24|1996-11-03|TAKE BACK RETURN|TRUCK|as are according to th|
+2694|153|1|1|30|31594.50|0.02|0.06|N|O|1996-06-20|1996-06-01|1996-07-15|NONE|TRUCK|oxes. never iro|
+2694|157|2|2|35|37000.25|0.07|0.03|N|O|1996-05-24|1996-06-01|1996-05-25|NONE|RAIL|atelets past the furiously final deposits |
+2694|19|3|3|15|13785.15|0.08|0.02|N|O|1996-06-30|1996-05-01|1996-07-25|TAKE BACK RETURN|REG AIR|e blithely even platelets. special wa|
+2694|20|10|4|12|11040.24|0.00|0.05|N|O|1996-04-24|1996-04-22|1996-05-14|DELIVER IN PERSON|RAIL|foxes atop the hockey pla|
+2694|108|9|5|10|10081.00|0.08|0.08|N|O|1996-06-23|1996-05-28|1996-06-27|COLLECT COD|REG AIR|fluffily fluffy accounts. even packages hi|
+2695|184|5|1|21|22767.78|0.07|0.00|N|O|1996-10-04|1996-11-02|1996-10-21|NONE|MAIL|y regular pinto beans. evenly regular packa|
+2695|19|9|2|44|40436.44|0.09|0.07|N|O|1996-10-05|1996-10-10|1996-11-01|NONE|MAIL|ts. busy platelets boost|
+2695|144|7|3|21|21926.94|0.02|0.07|N|O|1996-09-13|1996-09-25|1996-10-13|NONE|TRUCK|s. furiously ironic platelets ar|
+2695|58|6|4|16|15328.80|0.08|0.08|N|O|1996-11-16|1996-10-05|1996-11-22|NONE|TRUCK|its. theodolites sleep slyly|
+2695|86|7|5|40|39443.20|0.02|0.03|N|O|1996-11-02|1996-10-26|1996-11-14|NONE|FOB|ructions. pending|
+2720|45|6|1|5|4725.20|0.10|0.06|A|F|1993-06-24|1993-08-08|1993-07-08|NONE|FOB|ously ironic foxes thrash|
+2720|17|8|2|42|38514.42|0.09|0.03|R|F|1993-07-25|1993-07-23|1993-08-23|COLLECT COD|REG AIR|fter the inst|
+2720|120|1|3|50|51006.00|0.10|0.02|A|F|1993-08-10|1993-07-29|1993-09-06|NONE|SHIP|l requests. deposits nag furiously|
+2720|109|2|4|49|49445.90|0.06|0.02|A|F|1993-07-09|1993-07-14|1993-07-13|NONE|REG AIR| accounts. fluffily bold pack|
+2720|121|6|5|27|27570.24|0.04|0.00|R|F|1993-06-29|1993-08-06|1993-07-28|NONE|TRUCK|eas. carefully regular |
+2721|183|4|1|49|53075.82|0.00|0.08|N|O|1996-02-14|1996-04-26|1996-03-02|DELIVER IN PERSON|AIR|ounts poach carefu|
+2721|3|4|2|2|1806.00|0.02|0.05|N|O|1996-02-13|1996-03-14|1996-02-28|TAKE BACK RETURN|TRUCK| slyly final requests against |
+2722|124|7|1|21|21506.52|0.09|0.01|A|F|1994-07-29|1994-06-26|1994-08-09|NONE|RAIL|e carefully around the furiously ironic pac|
+2722|146|7|2|15|15692.10|0.05|0.03|R|F|1994-07-02|1994-06-01|1994-07-13|COLLECT COD|AIR|refully final asympt|
+2722|34|10|3|16|14944.48|0.04|0.06|R|F|1994-05-25|1994-06-09|1994-05-26|NONE|MAIL|ts besides the fluffy,|
+2723|13|7|1|47|42911.47|0.09|0.07|N|O|1995-12-05|1995-11-19|1995-12-11|TAKE BACK RETURN|AIR|furiously r|
+2723|32|3|2|10|9320.30|0.06|0.08|N|O|1995-11-27|1995-11-29|1995-12-12|DELIVER IN PERSON|MAIL|al, special r|
+2723|162|1|3|2|2124.32|0.10|0.01|N|O|1995-11-09|1995-11-10|1995-11-14|TAKE BACK RETURN|FOB| courts boost quickly about th|
+2723|82|3|4|12|11784.96|0.01|0.05|N|O|1995-12-24|1995-11-15|1996-01-17|DELIVER IN PERSON|RAIL|bold foxes are bold packages. regular, fin|
+2723|129|10|5|40|41164.80|0.09|0.05|N|O|1995-11-17|1995-11-22|1995-11-18|TAKE BACK RETURN|MAIL|unwind fluffily carefully regular realms.|
+2724|92|4|1|47|46628.23|0.09|0.01|A|F|1994-11-23|1994-11-13|1994-12-03|COLLECT COD|TRUCK|unusual patterns nag. special p|
+2724|147|8|2|21|21989.94|0.09|0.02|A|F|1994-11-25|1994-10-15|1994-12-07|COLLECT COD|RAIL|as. carefully regular dependencies wak|
+2724|50|3|3|22|20901.10|0.04|0.06|A|F|1994-09-19|1994-11-18|1994-10-17|TAKE BACK RETURN|TRUCK|express fo|
+2724|35|6|4|1|935.03|0.07|0.03|A|F|1994-12-26|1994-11-27|1995-01-07|NONE|MAIL|lyly carefully blithe theodolites-- pl|
+2724|149|2|5|29|30425.06|0.05|0.06|A|F|1995-01-10|1994-11-17|1995-02-04|COLLECT COD|MAIL|l requests hagg|
+2725|118|2|1|23|23416.53|0.10|0.08|R|F|1994-08-25|1994-06-22|1994-08-28|TAKE BACK RETURN|REG AIR|y regular deposits. brave foxes |
+2725|5|8|2|41|37105.00|0.01|0.00|R|F|1994-07-05|1994-06-29|1994-08-02|DELIVER IN PERSON|TRUCK|ns sleep furiously c|
+2725|189|10|3|15|16337.70|0.07|0.03|R|F|1994-08-06|1994-08-09|1994-08-15|TAKE BACK RETURN|AIR|? furiously regular a|
+2726|1|6|1|50|45050.00|0.00|0.06|R|F|1993-03-04|1993-01-29|1993-03-28|COLLECT COD|TRUCK| furiously bold theodolites|
+2727|151|6|1|3|3153.45|0.03|0.01|N|O|1998-06-18|1998-06-06|1998-06-23|NONE|RAIL| the carefully regular foxes u|
+2752|31|2|1|41|38172.23|0.02|0.05|A|F|1994-03-02|1994-01-31|1994-03-06|DELIVER IN PERSON|AIR|tructions hag|
+2752|7|2|2|29|26303.00|0.02|0.04|R|F|1994-01-22|1994-01-08|1994-01-28|COLLECT COD|TRUCK|gly blithely re|
+2752|56|7|3|4|3824.20|0.08|0.00|A|F|1993-12-14|1994-02-13|1994-01-05|DELIVER IN PERSON|TRUCK|telets haggle. regular, final |
+2752|24|7|4|40|36960.80|0.09|0.06|A|F|1994-01-24|1994-01-18|1994-02-22|DELIVER IN PERSON|MAIL|into beans are after the sly|
+2752|126|5|5|22|22574.64|0.03|0.04|A|F|1994-03-20|1994-02-08|1994-04-01|TAKE BACK RETURN|TRUCK|equests nag. regular dependencies are furio|
+2752|170|5|6|21|22473.57|0.09|0.05|R|F|1994-01-01|1994-01-24|1994-01-24|COLLECT COD|SHIP| along the quickly |
+2752|199|10|7|38|41769.22|0.08|0.00|R|F|1994-02-23|1993-12-23|1994-03-24|DELIVER IN PERSON|SHIP|es boost. slyly silent ideas|
+2753|13|3|1|6|5478.06|0.10|0.04|A|F|1993-12-30|1994-01-28|1994-01-29|COLLECT COD|TRUCK|s accounts|
+2753|48|7|2|40|37921.60|0.03|0.05|A|F|1994-01-06|1994-02-13|1994-02-03|DELIVER IN PERSON|SHIP|latelets kindle slyly final depos|
+2753|89|10|3|30|29672.40|0.00|0.07|A|F|1994-01-26|1994-01-29|1994-02-02|NONE|RAIL|ans wake fluffily blithely iro|
+2753|31|7|4|7|6517.21|0.07|0.03|R|F|1994-02-11|1994-01-22|1994-03-10|DELIVER IN PERSON|AIR|xpress ideas detect b|
+2753|137|8|5|36|37336.68|0.04|0.08|R|F|1994-03-15|1994-01-03|1994-04-03|DELIVER IN PERSON|SHIP|gle slyly final c|
+2753|50|1|6|17|16150.85|0.01|0.08|A|F|1994-03-08|1994-01-17|1994-03-11|TAKE BACK RETURN|REG AIR| carefully bold deposits sublate s|
+2753|148|9|7|20|20962.80|0.01|0.06|R|F|1994-02-24|1994-02-04|1994-03-23|DELIVER IN PERSON|FOB| express pack|
+2754|149|6|1|4|4196.56|0.05|0.08|A|F|1994-07-13|1994-05-15|1994-08-02|NONE|REG AIR|blithely silent requests. regular depo|
+2754|177|5|2|19|20466.23|0.01|0.07|A|F|1994-06-27|1994-05-06|1994-06-28|NONE|FOB|latelets hag|
+2755|92|4|1|19|18849.71|0.10|0.00|R|F|1992-02-11|1992-03-15|1992-02-14|TAKE BACK RETURN|MAIL|furiously special deposits|
+2755|24|3|2|11|10164.22|0.03|0.08|A|F|1992-04-12|1992-05-07|1992-04-21|COLLECT COD|RAIL|egular excuses sleep carefully.|
+2755|64|3|3|21|20245.26|0.08|0.04|R|F|1992-02-13|1992-04-20|1992-03-02|NONE|AIR|furious re|
+2755|131|7|4|5|5155.65|0.01|0.00|A|F|1992-02-27|1992-04-07|1992-03-09|TAKE BACK RETURN|AIR|e the furi|
+2755|116|7|5|48|48773.28|0.05|0.06|R|F|1992-03-22|1992-03-10|1992-04-14|DELIVER IN PERSON|MAIL|yly even epitaphs for the |
+2756|118|9|1|35|35633.85|0.03|0.02|R|F|1994-06-08|1994-06-01|1994-06-21|TAKE BACK RETURN|AIR| deposits grow bold sheaves; iro|
+2756|80|9|2|47|46063.76|0.06|0.01|R|F|1994-05-10|1994-05-25|1994-05-13|NONE|AIR|e final, f|
+2756|105|8|3|31|31158.10|0.01|0.07|A|F|1994-07-27|1994-07-06|1994-08-22|TAKE BACK RETURN|TRUCK|en instructions use quickly.|
+2756|72|2|4|30|29162.10|0.00|0.04|A|F|1994-06-05|1994-06-30|1994-06-14|DELIVER IN PERSON|TRUCK|ular packages. regular deposi|
+2757|148|5|1|26|27251.64|0.07|0.00|N|O|1995-08-19|1995-10-02|1995-09-06|DELIVER IN PERSON|MAIL|around the blithely|
+2757|22|7|2|12|11064.24|0.07|0.08|N|O|1995-08-01|1995-09-04|1995-08-08|TAKE BACK RETURN|SHIP| regular, eve|
+2757|73|3|3|17|16542.19|0.10|0.04|N|O|1995-09-06|1995-09-27|1995-09-22|DELIVER IN PERSON|AIR|er the furiously silent |
+2757|140|1|4|25|26003.50|0.08|0.01|N|O|1995-11-09|1995-09-12|1995-11-23|NONE|AIR|uickly regular |
+2757|70|7|5|14|13580.98|0.04|0.05|N|O|1995-09-01|1995-08-24|1995-09-03|TAKE BACK RETURN|SHIP|special deposits u|
+2758|121|10|1|20|20422.40|0.02|0.04|N|O|1998-07-27|1998-09-10|1998-08-21|TAKE BACK RETURN|AIR|ptotes sleep furiously|
+2758|23|8|2|17|15691.34|0.10|0.06|N|O|1998-09-25|1998-10-03|1998-10-25|NONE|MAIL| accounts! qui|
+2758|26|5|3|1|926.02|0.06|0.02|N|O|1998-10-09|1998-09-15|1998-10-16|NONE|TRUCK|ake furious|
+2759|59|1|1|10|9590.50|0.10|0.03|R|F|1993-12-14|1994-01-08|1994-01-01|COLLECT COD|FOB|s. busily ironic theodo|
+2759|113|10|2|37|37485.07|0.00|0.06|R|F|1994-03-05|1994-02-22|1994-03-18|DELIVER IN PERSON|REG AIR|lar Tiresias affix ironically carefully sp|
+2759|112|9|3|11|11133.21|0.03|0.08|A|F|1994-01-24|1994-01-16|1994-02-21|DELIVER IN PERSON|TRUCK|hely regular |
+2759|23|2|4|31|28613.62|0.02|0.05|A|F|1994-01-11|1994-01-15|1994-01-23|NONE|SHIP|ithely aft|
+2784|33|4|1|45|41986.35|0.03|0.01|N|O|1998-02-15|1998-04-07|1998-02-26|COLLECT COD|AIR|yly along the asymptotes. reque|
+2784|54|5|2|23|21943.15|0.03|0.05|N|O|1998-03-28|1998-02-07|1998-04-17|DELIVER IN PERSON|AIR|uests lose after |
+2784|175|4|3|40|43006.80|0.07|0.01|N|O|1998-04-28|1998-03-19|1998-05-03|DELIVER IN PERSON|TRUCK|deas nag furiously never unusual |
+2784|29|10|4|3|2787.06|0.04|0.03|N|O|1998-01-19|1998-04-05|1998-02-05|TAKE BACK RETURN|AIR|n packages. foxes haggle quickly sile|
+2785|100|3|1|34|34003.40|0.08|0.06|N|O|1995-08-07|1995-09-09|1995-09-05|NONE|RAIL|ly final packages haggl|
+2785|110|7|2|37|37374.07|0.08|0.04|N|O|1995-07-25|1995-09-12|1995-08-06|DELIVER IN PERSON|TRUCK|tructions. furiously |
+2785|65|10|3|33|31846.98|0.08|0.06|N|O|1995-10-16|1995-08-24|1995-11-02|DELIVER IN PERSON|MAIL|fter the furiously final p|
+2785|48|1|4|34|32233.36|0.00|0.02|N|O|1995-09-16|1995-09-09|1995-10-11|COLLECT COD|SHIP|kages wake carefully silent |
+2786|136|2|1|15|15541.95|0.03|0.04|A|F|1992-05-19|1992-05-08|1992-05-28|COLLECT COD|TRUCK|low deposits are ironic|
+2786|51|3|2|42|39944.10|0.10|0.04|R|F|1992-05-15|1992-04-22|1992-05-30|DELIVER IN PERSON|AIR|unts are against the furious|
+2786|156|1|3|41|43302.15|0.04|0.05|R|F|1992-07-01|1992-06-04|1992-07-13|COLLECT COD|RAIL|ix requests. bold requests a|
+2786|23|4|4|24|22152.48|0.05|0.02|A|F|1992-04-04|1992-06-09|1992-05-02|DELIVER IN PERSON|MAIL|ans. slyly unusual platelets detect. unus|
+2786|50|3|5|43|40852.15|0.06|0.03|R|F|1992-04-22|1992-05-13|1992-04-29|NONE|RAIL|ons. theodolites after|
+2786|162|1|6|21|22305.36|0.08|0.00|A|F|1992-05-03|1992-05-01|1992-05-14|COLLECT COD|AIR|slow instructi|
+2787|33|9|1|4|3732.12|0.04|0.04|N|O|1996-01-26|1995-11-26|1996-02-20|TAKE BACK RETURN|SHIP|ts. instructions nag furiously according |
+2788|177|8|1|16|17234.72|0.06|0.06|A|F|1994-10-04|1994-11-25|1994-10-18|DELIVER IN PERSON|AIR| requests wake carefully. carefully si|
+2789|163|8|1|16|17010.56|0.03|0.02|N|O|1998-04-18|1998-05-25|1998-05-12|DELIVER IN PERSON|REG AIR|o beans use carefully|
+2789|23|4|2|41|37843.82|0.02|0.05|N|O|1998-03-20|1998-05-15|1998-03-21|COLLECT COD|MAIL|d packages-- fluffily specia|
+2789|176|5|3|33|35513.61|0.06|0.02|N|O|1998-04-21|1998-05-02|1998-04-30|COLLECT COD|TRUCK|deposits. ironic |
+2789|16|3|4|47|43052.47|0.02|0.04|N|O|1998-03-29|1998-05-05|1998-04-07|NONE|RAIL|usly busy packages wake against the unusual|
+2789|197|1|5|23|25235.37|0.02|0.07|N|O|1998-03-25|1998-05-10|1998-04-24|COLLECT COD|RAIL|cording to the careful de|
+2789|144|5|6|16|16706.24|0.07|0.03|N|O|1998-05-11|1998-05-08|1998-05-24|TAKE BACK RETURN|RAIL|d the carefully iron|
+2789|133|4|7|42|43391.46|0.01|0.00|N|O|1998-04-28|1998-05-17|1998-05-24|TAKE BACK RETURN|AIR|ending packages shoul|
+2790|185|6|1|27|29299.86|0.06|0.08|R|F|1994-09-04|1994-09-27|1994-09-16|TAKE BACK RETURN|MAIL|ilent packages cajole. quickly ironic requ|
+2790|117|1|2|50|50855.50|0.00|0.06|A|F|1994-12-08|1994-11-17|1994-12-19|NONE|RAIL|fter the regular ideas. f|
+2790|184|5|3|19|20599.42|0.06|0.00|R|F|1994-10-23|1994-10-03|1994-10-26|TAKE BACK RETURN|RAIL|uffily even excuses. furiously thin|
+2790|197|8|4|24|26332.56|0.07|0.01|A|F|1994-12-04|1994-10-10|1994-12-25|NONE|MAIL|ments. slyly f|
+2790|148|9|5|11|11529.54|0.08|0.03|A|F|1994-09-28|1994-11-14|1994-10-04|TAKE BACK RETURN|AIR|lar requests poach slyly foxes|
+2790|73|3|6|13|12649.91|0.08|0.00|R|F|1994-09-20|1994-10-10|1994-10-20|COLLECT COD|SHIP|n deposits according to the regul|
+2790|4|1|7|32|28928.00|0.08|0.02|A|F|1994-09-25|1994-10-26|1994-10-01|NONE|SHIP|ully pending|
+2791|59|10|1|49|46993.45|0.10|0.04|A|F|1995-01-11|1994-11-10|1995-02-08|COLLECT COD|MAIL| accounts sleep at the bold, regular pinto |
+2791|63|4|2|4|3852.24|0.10|0.08|A|F|1995-01-02|1994-12-28|1995-01-29|NONE|SHIP|slyly bold packages boost. slyly|
+2791|133|9|3|44|45457.72|0.08|0.06|R|F|1994-11-17|1994-11-12|1994-12-14|NONE|FOB|heodolites use furio|
+2791|156|8|4|24|25347.60|0.04|0.02|R|F|1995-01-30|1994-11-20|1995-02-08|DELIVER IN PERSON|TRUCK|ilent forges. quickly special pinto beans |
+2791|105|2|5|8|8040.80|0.02|0.04|R|F|1995-01-30|1994-11-24|1995-02-13|NONE|FOB|se. close ideas alongs|
+2791|75|3|6|9|8775.63|0.08|0.02|R|F|1994-11-19|1994-12-14|1994-12-10|TAKE BACK RETURN|AIR|pendencies. blithely bold patterns acr|
+2791|29|2|7|26|24154.52|0.06|0.03|R|F|1995-02-06|1994-12-07|1995-02-23|DELIVER IN PERSON|AIR|uriously special instructio|
+2816|59|10|1|33|31648.65|0.00|0.07|R|F|1994-10-19|1994-11-10|1994-11-09|NONE|REG AIR|s; slyly even theodo|
+2816|142|3|2|4|4168.56|0.05|0.04|R|F|1994-12-11|1994-12-07|1995-01-03|NONE|FOB|. blithely pending id|
+2816|121|6|3|4|4084.48|0.02|0.06|R|F|1994-12-12|1994-12-05|1994-12-30|NONE|RAIL| requests print above the final deposits|
+2817|60|8|1|25|24001.50|0.07|0.01|R|F|1994-04-21|1994-06-20|1994-05-07|DELIVER IN PERSON|FOB|doze blithely.|
+2817|32|8|2|5|4660.15|0.03|0.04|A|F|1994-05-07|1994-05-31|1994-05-12|TAKE BACK RETURN|AIR|furiously unusual theodolites use furiou|
+2817|172|10|3|35|37525.95|0.01|0.07|A|F|1994-05-20|1994-06-03|1994-05-22|COLLECT COD|FOB|gular foxes|
+2817|161|2|4|4|4244.64|0.00|0.05|R|F|1994-06-04|1994-06-11|1994-06-10|NONE|TRUCK|n accounts wake across the fluf|
+2818|121|4|1|12|12253.44|0.10|0.03|A|F|1995-02-01|1995-03-10|1995-02-16|NONE|AIR|lms. quickly bold asymp|
+2818|199|2|2|22|24182.18|0.06|0.07|R|F|1995-02-28|1995-03-10|1995-03-06|TAKE BACK RETURN|RAIL|egrate toward the carefully iron|
+2818|45|6|3|11|10395.44|0.01|0.06|R|F|1995-02-18|1995-02-11|1995-03-19|TAKE BACK RETURN|TRUCK|ggle across the carefully blithe|
+2818|40|6|4|32|30081.28|0.08|0.08|R|F|1995-02-04|1995-03-05|1995-02-18|COLLECT COD|REG AIR|arefully! ac|
+2818|18|8|5|42|38556.42|0.08|0.04|A|F|1995-02-12|1995-02-19|1995-03-13|COLLECT COD|MAIL|ar accounts wake carefully a|
+2818|91|5|6|7|6937.63|0.06|0.03|R|F|1995-03-24|1995-03-09|1995-04-06|TAKE BACK RETURN|TRUCK|ly according to the r|
+2819|70|1|1|17|16491.19|0.08|0.08|A|F|1994-07-16|1994-07-15|1994-07-17|TAKE BACK RETURN|RAIL|en deposits above the f|
+2819|67|2|2|12|11604.72|0.03|0.08|R|F|1994-07-18|1994-06-24|1994-07-28|NONE|MAIL| regular, regular a|
+2819|5|2|3|28|25340.00|0.03|0.08|R|F|1994-05-09|1994-07-02|1994-05-15|NONE|RAIL|ckages sublate carefully closely regular |
+2819|153|4|4|5|5265.75|0.00|0.02|R|F|1994-05-29|1994-06-12|1994-06-28|NONE|TRUCK| fluffily unusual foxes sleep caref|
+2819|200|3|5|6|6601.20|0.03|0.01|A|F|1994-07-22|1994-08-02|1994-07-29|NONE|REG AIR|eas after the carefully express pack|
+2820|174|2|1|23|24705.91|0.04|0.08|R|F|1994-07-10|1994-08-08|1994-07-21|NONE|MAIL| was furiously. deposits among the ironic|
+2820|126|9|2|33|33861.96|0.08|0.06|A|F|1994-07-07|1994-08-17|1994-08-02|DELIVER IN PERSON|AIR|carefully even pinto beans. |
+2820|141|10|3|38|39563.32|0.03|0.08|A|F|1994-09-10|1994-08-07|1994-10-07|TAKE BACK RETURN|MAIL|ests despite the carefully unusual a|
+2820|197|9|4|40|43887.60|0.06|0.06|A|F|1994-08-08|1994-07-30|1994-08-21|TAKE BACK RETURN|REG AIR|g multipliers. final c|
+2821|181|2|1|4|4324.72|0.00|0.00|A|F|1993-09-15|1993-10-02|1993-09-17|TAKE BACK RETURN|TRUCK|nding foxes.|
+2821|72|1|2|4|3888.28|0.09|0.00|A|F|1993-11-19|1993-09-20|1993-11-27|TAKE BACK RETURN|TRUCK|ual multipliers. final deposits cajol|
+2821|164|1|3|27|28732.32|0.01|0.01|A|F|1993-11-27|1993-10-11|1993-12-08|COLLECT COD|TRUCK|requests. blit|
+2822|151|9|1|39|40994.85|0.04|0.02|R|F|1993-09-11|1993-08-29|1993-09-18|NONE|MAIL|kly about the sly|
+2823|86|7|1|45|44373.60|0.03|0.04|N|O|1995-12-28|1995-11-27|1996-01-02|DELIVER IN PERSON|SHIP|furiously special idea|
+2823|160|5|2|18|19082.88|0.00|0.03|N|O|1995-11-11|1995-10-30|1995-12-08|TAKE BACK RETURN|TRUCK| final deposits. furiously regular foxes u|
+2823|186|7|3|11|11947.98|0.07|0.02|N|O|1995-12-10|1995-11-24|1995-12-21|DELIVER IN PERSON|SHIP|bold requests nag blithely s|
+2823|139|10|4|48|49878.24|0.09|0.03|N|O|1995-11-21|1995-10-30|1995-11-27|NONE|SHIP|ously busily slow excus|
+2823|99|2|5|18|17983.62|0.04|0.06|N|O|1995-11-09|1995-10-30|1995-11-19|NONE|AIR|eas. decoys cajole deposi|
+2823|123|2|6|20|20462.40|0.07|0.00|N|O|1995-11-13|1995-12-06|1995-12-07|NONE|MAIL|its sleep between the unusual, ironic pac|
+2823|86|7|7|12|11832.96|0.02|0.04|N|O|1995-12-22|1995-11-20|1996-01-13|NONE|REG AIR|the slyly ironic dolphins; fin|
+2848|65|4|1|44|42462.64|0.01|0.05|R|F|1992-04-14|1992-05-09|1992-04-19|DELIVER IN PERSON|MAIL|ions. slyly express instructions n|
+2848|165|6|2|8|8521.28|0.07|0.01|A|F|1992-03-21|1992-05-18|1992-04-07|DELIVER IN PERSON|TRUCK|. silent, final ideas sublate packages. ir|
+2848|138|4|3|8|8305.04|0.07|0.08|A|F|1992-06-20|1992-04-12|1992-07-09|NONE|SHIP|sly regular foxes. |
+2848|125|6|4|34|34854.08|0.02|0.08|A|F|1992-03-15|1992-04-24|1992-04-12|TAKE BACK RETURN|RAIL|ts along the blithely regu|
+2848|195|7|5|18|19713.42|0.07|0.03|R|F|1992-04-10|1992-06-01|1992-05-05|DELIVER IN PERSON|TRUCK|osits haggle. stealthily ironic packa|
+2849|154|2|1|16|16866.40|0.09|0.08|N|O|1996-05-20|1996-07-23|1996-06-18|NONE|TRUCK|. furiously regular requ|
+2849|187|8|2|39|42400.02|0.10|0.03|N|O|1996-05-22|1996-07-18|1996-06-05|TAKE BACK RETURN|SHIP|s sleep furiously silently regul|
+2849|60|1|3|24|23041.44|0.01|0.05|N|O|1996-06-12|1996-07-10|1996-06-27|TAKE BACK RETURN|AIR|e slyly even asymptotes. slo|
+2849|55|7|4|48|45842.40|0.05|0.02|N|O|1996-05-03|1996-06-05|1996-05-28|NONE|AIR|mong the carefully regular theodol|
+2849|28|7|5|30|27840.60|0.10|0.06|N|O|1996-08-24|1996-07-08|1996-09-03|TAKE BACK RETURN|SHIP|ly. carefully silent|
+2849|69|4|6|30|29071.80|0.06|0.07|N|O|1996-06-20|1996-07-23|1996-07-06|NONE|FOB|yly furiously even id|
+2850|97|1|1|43|42874.87|0.02|0.05|N|O|1997-01-11|1996-11-03|1997-02-01|COLLECT COD|REG AIR|unusual accounts|
+2850|110|7|2|30|30303.30|0.09|0.01|N|O|1996-12-14|1996-11-29|1997-01-03|COLLECT COD|AIR|even ideas. busy pinto beans sleep above t|
+2850|105|6|3|49|49249.90|0.09|0.04|N|O|1996-10-07|1996-12-12|1996-10-12|TAKE BACK RETURN|MAIL| slyly unusual req|
+2850|199|3|4|4|4396.76|0.04|0.04|N|O|1996-10-28|1996-12-26|1996-11-07|COLLECT COD|RAIL|al deposits cajole carefully quickly |
+2851|148|5|1|8|8385.12|0.09|0.03|N|O|1997-11-12|1997-11-22|1997-12-11|NONE|REG AIR|y special theodolites. carefully|
+2852|177|6|1|6|6463.02|0.01|0.01|R|F|1993-03-02|1993-04-11|1993-03-11|TAKE BACK RETURN|RAIL| accounts above the furiously un|
+2852|41|10|2|24|22584.96|0.05|0.07|R|F|1993-01-18|1993-03-13|1993-02-14|DELIVER IN PERSON|MAIL| the blithe|
+2852|164|9|3|29|30860.64|0.09|0.05|R|F|1993-04-21|1993-03-22|1993-05-02|COLLECT COD|SHIP|lyly ironi|
+2852|100|3|4|12|12001.20|0.08|0.02|A|F|1993-02-25|1993-03-24|1993-03-07|TAKE BACK RETURN|TRUCK|le. request|
+2852|154|2|5|28|29516.20|0.05|0.03|R|F|1993-02-08|1993-03-30|1993-02-11|NONE|MAIL|e accounts. caref|
+2853|139|5|1|14|14547.82|0.07|0.05|R|F|1994-05-16|1994-07-01|1994-05-27|NONE|TRUCK|oach slyly along t|
+2853|134|10|2|26|26887.38|0.06|0.01|R|F|1994-06-26|1994-06-05|1994-07-02|TAKE BACK RETURN|MAIL|dolphins wake slyly. blith|
+2853|173|3|3|40|42926.80|0.06|0.04|A|F|1994-08-06|1994-06-24|1994-08-29|NONE|RAIL|lyly. pearls cajole. final accounts ca|
+2853|132|8|4|20|20642.60|0.02|0.04|A|F|1994-08-30|1994-06-16|1994-09-06|TAKE BACK RETURN|TRUCK|e slyly silent foxes. express deposits sno|
+2853|36|7|5|1|936.03|0.08|0.05|R|F|1994-09-01|1994-06-27|1994-09-12|TAKE BACK RETURN|FOB|refully slyly quick packages. final c|
+2854|181|2|1|46|49734.28|0.00|0.04|A|F|1994-09-22|1994-08-02|1994-09-30|COLLECT COD|AIR|. furiously regular deposits across th|
+2854|88|9|2|29|28654.32|0.09|0.07|R|F|1994-07-06|1994-08-26|1994-07-09|COLLECT COD|SHIP|y slyly ironic accounts. foxes haggle slyl|
+2854|160|8|3|20|21203.20|0.08|0.01|R|F|1994-09-18|1994-08-03|1994-10-12|COLLECT COD|AIR|rs impress after the deposits. |
+2854|170|1|4|34|36385.78|0.06|0.03|A|F|1994-09-06|1994-08-07|1994-09-22|NONE|REG AIR|age carefully|
+2854|102|3|5|7|7014.70|0.03|0.06|A|F|1994-09-23|1994-08-14|1994-10-10|DELIVER IN PERSON|REG AIR| the pending|
+2854|18|2|6|13|11934.13|0.04|0.03|R|F|1994-09-15|1994-08-18|1994-09-19|DELIVER IN PERSON|SHIP| excuses wak|
+2855|33|4|1|50|46651.50|0.03|0.07|A|F|1993-05-20|1993-06-28|1993-06-16|TAKE BACK RETURN|TRUCK|beans. deposits |
+2880|35|6|1|40|37401.20|0.09|0.00|A|F|1992-05-26|1992-06-01|1992-05-31|COLLECT COD|TRUCK|even requests. quick|
+2880|139|5|2|26|27017.38|0.07|0.07|R|F|1992-04-12|1992-04-15|1992-04-28|NONE|RAIL|ully among the regular warthogs|
+2880|115|9|3|42|42634.62|0.01|0.01|R|F|1992-06-17|1992-05-29|1992-07-11|NONE|REG AIR|ions. carefully final accounts are unusual,|
+2880|18|2|4|46|42228.46|0.02|0.02|A|F|1992-04-21|1992-06-05|1992-05-16|COLLECT COD|RAIL|eep quickly according to t|
+2881|180|10|1|16|17282.88|0.02|0.06|A|F|1992-06-21|1992-06-27|1992-07-03|TAKE BACK RETURN|TRUCK|usly bold |
+2881|10|1|2|1|910.01|0.09|0.03|A|F|1992-05-13|1992-07-21|1992-05-18|COLLECT COD|MAIL|final theodolites. quickly|
+2881|93|6|3|21|20854.89|0.07|0.03|A|F|1992-05-28|1992-07-03|1992-06-02|TAKE BACK RETURN|SHIP|hely express Tiresias. final dependencies |
+2881|140|6|4|7|7280.98|0.06|0.01|R|F|1992-08-03|1992-07-10|1992-08-27|NONE|REG AIR|ironic packages are carefully final ac|
+2882|4|7|1|14|12656.00|0.09|0.02|N|O|1995-09-28|1995-11-11|1995-10-18|TAKE BACK RETURN|MAIL|kly. even requests w|
+2882|42|1|2|30|28261.20|0.00|0.00|N|O|1995-10-15|1995-10-13|1995-10-25|NONE|REG AIR|among the furiously even theodolites. regu|
+2882|197|9|3|29|31818.51|0.10|0.08|N|O|1995-09-10|1995-11-01|1995-10-02|NONE|TRUCK|kages. furiously ironic|
+2882|78|6|4|27|26407.89|0.06|0.02|N|O|1995-09-04|1995-11-11|1995-09-12|DELIVER IN PERSON|MAIL|rding to the regu|
+2882|134|5|5|32|33092.16|0.07|0.03|N|O|1995-10-21|1995-11-10|1995-11-01|COLLECT COD|RAIL|sts. quickly regular e|
+2882|87|8|6|47|46392.76|0.06|0.03|N|O|1995-09-13|1995-09-21|1995-09-14|NONE|REG AIR|l, special|
+2883|1|4|1|33|29733.00|0.08|0.07|R|F|1995-02-26|1995-03-04|1995-03-01|NONE|RAIL|s. final i|
+2883|125|6|2|27|27678.24|0.00|0.02|A|F|1995-03-12|1995-03-10|1995-04-04|TAKE BACK RETURN|REG AIR|s. brave pinto beans nag furiously|
+2883|189|10|3|47|51191.46|0.05|0.04|R|F|1995-01-29|1995-04-19|1995-02-05|DELIVER IN PERSON|SHIP|ep carefully ironic|
+2883|98|2|4|23|22956.07|0.00|0.02|R|F|1995-02-03|1995-03-17|1995-02-19|TAKE BACK RETURN|AIR| even requests cajole. special, regular |
+2883|195|8|5|36|39426.84|0.07|0.06|A|F|1995-05-02|1995-03-14|1995-05-30|COLLECT COD|MAIL|ests detect slyly special packages|
+2884|71|2|1|41|39813.87|0.03|0.00|N|O|1998-01-02|1997-12-17|1998-01-20|DELIVER IN PERSON|TRUCK|ep. slyly even accounts a|
+2884|146|5|2|25|26153.50|0.09|0.08|N|O|1998-01-18|1997-12-06|1998-02-16|TAKE BACK RETURN|MAIL|onic theodolites with the instructi|
+2884|26|7|3|8|7408.16|0.08|0.08|N|O|1997-11-30|1997-11-28|1997-12-14|COLLECT COD|TRUCK|pending accounts about |
+2885|4|9|1|6|5424.00|0.10|0.01|A|F|1993-01-05|1992-12-12|1993-01-19|COLLECT COD|FOB|ctions solve. slyly regular requests n|
+2885|112|3|2|4|4048.44|0.07|0.00|A|F|1992-10-09|1992-12-17|1992-11-04|TAKE BACK RETURN|SHIP| pending packages wake. |
+2885|1|6|3|45|40545.00|0.10|0.04|A|F|1992-12-24|1992-10-30|1993-01-04|NONE|SHIP|ess ideas. regular, silen|
+2885|32|3|4|15|13980.45|0.03|0.04|R|F|1992-10-31|1992-11-24|1992-11-21|DELIVER IN PERSON|MAIL|odolites. boldly pending packages han|
+2885|175|5|5|43|46232.31|0.06|0.00|R|F|1992-11-17|1992-10-30|1992-12-04|DELIVER IN PERSON|SHIP|cial deposits use bold|
+2885|190|1|6|5|5450.95|0.01|0.02|R|F|1993-01-06|1992-11-13|1993-02-05|TAKE BACK RETURN|TRUCK|s. slyly express th|
+2885|50|9|7|40|38002.00|0.05|0.03|A|F|1992-09-23|1992-11-15|1992-10-07|TAKE BACK RETURN|AIR| express depos|
+2886|60|1|1|1|960.06|0.09|0.05|A|F|1995-02-01|1994-12-18|1995-02-28|COLLECT COD|REG AIR|eposits fr|
+2886|184|5|2|38|41198.84|0.02|0.04|A|F|1995-01-21|1995-01-08|1995-01-30|NONE|SHIP|old requests along the fur|
+2886|63|8|3|2|1926.12|0.04|0.07|A|F|1994-11-18|1995-01-31|1994-12-05|COLLECT COD|REG AIR|ar theodolites. e|
+2886|130|3|4|46|47385.98|0.03|0.08|A|F|1995-02-02|1995-01-26|1995-02-15|TAKE BACK RETURN|SHIP|ously final packages sleep blithely regular|
+2887|66|3|1|11|10626.66|0.06|0.00|N|O|1997-07-08|1997-07-17|1997-07-15|COLLECT COD|SHIP|ackages. unusual, speci|
+2887|112|6|2|17|17205.87|0.00|0.08|N|O|1997-08-31|1997-07-04|1997-09-17|DELIVER IN PERSON|SHIP|fily final packages. regula|
+2912|122|1|1|8|8176.96|0.06|0.04|A|F|1992-04-09|1992-04-19|1992-04-26|NONE|RAIL|hs cajole over the slyl|
+2912|115|9|2|18|18271.98|0.00|0.08|R|F|1992-03-13|1992-04-19|1992-03-30|TAKE BACK RETURN|RAIL|unts cajole reg|
+2913|123|6|1|39|39901.68|0.06|0.04|N|O|1997-08-28|1997-09-27|1997-09-02|TAKE BACK RETURN|AIR|. final packages a|
+2913|22|5|2|22|20284.44|0.10|0.07|N|O|1997-09-18|1997-08-11|1997-10-02|COLLECT COD|MAIL|riously pending realms. blithely even pac|
+2913|166|1|3|17|18124.72|0.07|0.04|N|O|1997-10-21|1997-09-25|1997-11-20|NONE|FOB|requests doze quickly. furious|
+2913|143|4|4|5|5215.70|0.10|0.07|N|O|1997-10-07|1997-08-25|1997-10-09|TAKE BACK RETURN|RAIL|haggle. even, bold instructi|
+2913|15|9|5|13|11895.13|0.03|0.01|N|O|1997-10-02|1997-08-20|1997-10-26|COLLECT COD|MAIL|inos are carefully alongside of the bol|
+2913|168|5|6|35|37385.60|0.06|0.08|N|O|1997-08-30|1997-08-21|1997-09-03|COLLECT COD|MAIL|es. quickly even braids against|
+2914|66|7|1|22|21253.32|0.05|0.06|R|F|1993-05-11|1993-04-09|1993-05-22|DELIVER IN PERSON|FOB| carefully about the fluffily ironic gifts|
+2914|163|10|2|25|26579.00|0.03|0.04|A|F|1993-05-14|1993-04-04|1993-05-22|NONE|SHIP|cross the carefully even accounts.|
+2914|35|1|3|4|3740.12|0.00|0.05|R|F|1993-06-11|1993-04-09|1993-06-14|TAKE BACK RETURN|SHIP|s integrate. bold deposits sleep req|
+2914|121|2|4|9|9190.08|0.06|0.01|R|F|1993-06-17|1993-05-26|1993-06-19|NONE|REG AIR|s. carefully final foxes ar|
+2915|175|5|1|28|30104.76|0.10|0.02|R|F|1994-04-17|1994-06-09|1994-05-10|NONE|MAIL|yly special |
+2915|94|7|2|12|11929.08|0.00|0.03|A|F|1994-07-18|1994-06-11|1994-07-27|TAKE BACK RETURN|RAIL|accounts. slyly final|
+2915|136|2|3|15|15541.95|0.07|0.00|A|F|1994-05-01|1994-06-12|1994-05-15|DELIVER IN PERSON|TRUCK|al requests haggle furiousl|
+2915|81|2|4|43|42186.44|0.06|0.05|R|F|1994-06-02|1994-05-24|1994-06-06|DELIVER IN PERSON|SHIP|into beans dazzle alongside of|
+2916|83|4|1|21|20644.68|0.06|0.04|N|O|1996-03-11|1996-02-21|1996-03-30|NONE|REG AIR|uickly express ideas over the slyly even |
+2917|93|4|1|36|35751.24|0.10|0.01|N|O|1998-04-07|1998-02-23|1998-05-01|DELIVER IN PERSON|RAIL|usly ironic d|
+2917|21|2|2|20|18420.40|0.06|0.03|N|O|1997-12-31|1998-01-22|1998-01-12|NONE|MAIL|slyly even ideas wa|
+2917|90|1|3|4|3960.36|0.02|0.07|N|O|1998-01-10|1998-01-18|1998-02-08|TAKE BACK RETURN|REG AIR|s. unusual instruct|
+2917|167|2|4|5|5335.80|0.05|0.01|N|O|1997-12-16|1998-01-26|1998-01-07|NONE|RAIL|bove the furiously silent packages. pend|
+2917|41|10|5|37|34818.48|0.04|0.01|N|O|1997-12-12|1998-02-03|1997-12-23|COLLECT COD|RAIL|dependencies. express |
+2917|194|8|6|7|7659.33|0.05|0.01|N|O|1998-03-21|1998-03-03|1998-03-25|NONE|REG AIR|ly about the regular accounts. carefully pe|
+2918|78|7|1|24|23473.68|0.10|0.03|N|O|1996-12-20|1996-10-28|1996-12-26|DELIVER IN PERSON|FOB| quickly. express requests haggle careful|
+2919|102|5|1|2|2004.20|0.03|0.05|R|F|1993-12-28|1994-02-23|1994-01-18|COLLECT COD|TRUCK|re slyly. regular ideas detect furiousl|
+2919|121|4|2|49|50034.88|0.07|0.02|R|F|1993-12-16|1994-02-28|1993-12-19|COLLECT COD|FOB|hely final inst|
+2919|46|5|3|44|41625.76|0.07|0.07|A|F|1994-04-01|1994-01-12|1994-04-07|TAKE BACK RETURN|TRUCK|final ideas haggle carefully fluff|
+2919|102|5|4|44|44092.40|0.00|0.05|R|F|1994-02-04|1994-02-03|1994-03-02|TAKE BACK RETURN|AIR|es doze around the furiously |
+2944|120|1|1|44|44885.28|0.08|0.05|N|O|1997-12-25|1997-10-28|1998-01-21|COLLECT COD|AIR|ickly special theodolit|
+2944|42|9|2|44|41449.76|0.06|0.02|N|O|1997-10-28|1997-11-22|1997-11-10|NONE|SHIP|ickly. regular requests haggle. idea|
+2944|170|5|3|2|2140.34|0.06|0.07|N|O|1997-12-13|1997-12-01|1998-01-08|DELIVER IN PERSON|REG AIR|luffily expr|
+2944|17|7|4|23|21091.23|0.02|0.03|N|O|1998-01-12|1997-12-03|1998-01-17|TAKE BACK RETURN|MAIL| excuses? regular platelets e|
+2944|75|4|5|18|17551.26|0.10|0.01|N|O|1998-01-07|1997-10-26|1998-01-27|TAKE BACK RETURN|FOB| furiously slyl|
+2944|60|2|6|17|16321.02|0.00|0.03|N|O|1997-10-18|1997-11-27|1997-10-29|TAKE BACK RETURN|SHIP|slyly final dolphins sleep silent the|
+2944|90|1|7|7|6930.63|0.01|0.06|N|O|1997-10-30|1997-11-03|1997-11-03|DELIVER IN PERSON|FOB|fluffily blithely express pea|
+2945|59|10|1|37|35484.85|0.00|0.02|N|O|1996-02-10|1996-03-20|1996-02-12|COLLECT COD|SHIP|l instructions. regular, regular |
+2945|72|2|2|30|29162.10|0.05|0.01|N|O|1996-01-19|1996-02-11|1996-01-26|NONE|TRUCK|ular instructions|
+2945|127|8|3|28|28759.36|0.06|0.02|N|O|1996-03-17|1996-03-13|1996-04-15|COLLECT COD|FOB|le slyly along the eve|
+2945|188|9|4|34|36998.12|0.08|0.06|N|O|1996-02-03|1996-03-17|1996-02-29|COLLECT COD|REG AIR|at the unusual theodolite|
+2945|173|1|5|10|10731.70|0.09|0.05|N|O|1996-03-13|1996-03-10|1996-04-06|COLLECT COD|FOB|thely. final courts could hang qu|
+2945|97|9|6|45|44869.05|0.07|0.00|N|O|1996-03-01|1996-03-25|1996-03-08|TAKE BACK RETURN|MAIL|ainst the final packages|
+2945|52|10|7|47|44746.35|0.07|0.05|N|O|1996-01-05|1996-02-11|1996-01-12|DELIVER IN PERSON|MAIL|quests use|
+2946|10|5|1|25|22750.25|0.05|0.02|N|O|1996-05-06|1996-04-23|1996-05-16|DELIVER IN PERSON|SHIP|ic deposits. furiously|
+2946|94|5|2|48|47716.32|0.03|0.07|N|O|1996-06-02|1996-03-31|1996-06-16|COLLECT COD|TRUCK|oss the platelets. furi|
+2946|3|6|3|35|31605.00|0.03|0.00|N|O|1996-03-15|1996-04-02|1996-03-26|NONE|REG AIR| sublate along the fluffily iron|
+2947|10|1|1|37|33670.37|0.09|0.07|N|O|1995-08-09|1995-07-05|1995-08-20|DELIVER IN PERSON|RAIL|e accounts: expres|
+2947|186|7|2|10|10861.80|0.09|0.07|A|F|1995-06-07|1995-06-26|1995-06-08|NONE|MAIL|lly special |
+2948|118|9|1|48|48869.28|0.00|0.04|R|F|1994-08-29|1994-10-23|1994-09-23|NONE|TRUCK|unusual excuses use about the |
+2948|92|3|2|49|48612.41|0.04|0.07|R|F|1994-12-16|1994-11-08|1995-01-07|DELIVER IN PERSON|MAIL|ress requests. furiously blithe foxes |
+2949|21|6|1|4|3684.08|0.06|0.06|A|F|1994-06-07|1994-06-17|1994-07-04|TAKE BACK RETURN|REG AIR|gular pinto beans wake alongside of the reg|
+2949|70|5|2|50|48503.50|0.05|0.04|A|F|1994-08-04|1994-06-23|1994-08-17|TAKE BACK RETURN|FOB|gular courts cajole across t|
+2949|180|9|3|38|41046.84|0.02|0.06|R|F|1994-05-22|1994-05-25|1994-05-27|COLLECT COD|REG AIR|se slyly requests. carefull|
+2950|130|1|1|32|32964.16|0.01|0.05|N|O|1997-09-21|1997-08-25|1997-10-08|DELIVER IN PERSON|REG AIR|its wake carefully slyly final ideas.|
+2950|66|7|2|18|17389.08|0.10|0.01|N|O|1997-07-19|1997-08-29|1997-08-17|COLLECT COD|TRUCK|uests cajole furio|
+2950|53|4|3|14|13342.70|0.01|0.02|N|O|1997-07-29|1997-08-05|1997-07-31|TAKE BACK RETURN|MAIL|ccounts haggle carefully according |
+2950|187|8|4|45|48923.10|0.08|0.00|N|O|1997-09-05|1997-09-23|1997-09-11|NONE|FOB|ides the b|
+2950|61|2|5|46|44208.76|0.02|0.05|N|O|1997-07-15|1997-09-30|1997-07-25|COLLECT COD|RAIL|to the regular accounts are slyly carefu|
+2950|174|5|6|27|29002.59|0.01|0.03|N|O|1997-10-01|1997-09-13|1997-10-08|NONE|TRUCK|are alongside of the carefully silent |
+2951|3|8|1|5|4515.00|0.03|0.03|N|O|1996-03-27|1996-04-16|1996-03-30|NONE|REG AIR|to beans wake ac|
+2951|136|2|2|24|24867.12|0.07|0.03|N|O|1996-03-24|1996-04-16|1996-04-08|NONE|SHIP| ironic multipliers. express, regular|
+2951|187|8|3|40|43487.20|0.02|0.07|N|O|1996-05-03|1996-04-20|1996-05-22|COLLECT COD|REG AIR|ial deposits wake fluffily about th|
+2951|73|3|4|21|20434.47|0.06|0.08|N|O|1996-04-12|1996-04-27|1996-04-14|DELIVER IN PERSON|REG AIR|nt instructions toward the f|
+2951|51|6|5|15|14265.75|0.07|0.00|N|O|1996-03-25|1996-04-23|1996-03-27|COLLECT COD|REG AIR|inal account|
+2951|138|4|6|18|18686.34|0.06|0.00|N|O|1996-04-04|1996-04-27|1996-04-06|COLLECT COD|FOB|ep about the final, even package|
+2976|9|4|1|32|29088.00|0.06|0.00|A|F|1994-01-26|1994-02-13|1994-02-10|NONE|MAIL|nding, ironic deposits sleep f|
+2976|4|5|2|24|21696.00|0.00|0.03|A|F|1994-03-19|1994-01-26|1994-04-18|COLLECT COD|TRUCK|ronic pinto beans. slyly bol|
+2976|10|5|3|35|31850.35|0.10|0.07|R|F|1993-12-19|1994-02-14|1994-01-11|NONE|RAIL|boost slyly about the regular, regular re|
+2976|82|3|4|22|21605.76|0.00|0.04|A|F|1994-02-08|1994-03-03|1994-02-12|TAKE BACK RETURN|FOB|ncies kindle furiously. carefull|
+2976|134|5|5|13|13443.69|0.00|0.06|A|F|1994-02-06|1994-02-02|1994-02-19|NONE|FOB| furiously final courts boost |
+2976|109|2|6|30|30273.00|0.08|0.03|R|F|1994-03-27|1994-02-01|1994-04-26|TAKE BACK RETURN|RAIL|c ideas! unusual|
+2977|70|5|1|25|24251.75|0.03|0.07|N|O|1996-09-21|1996-10-06|1996-10-13|TAKE BACK RETURN|RAIL|furiously pe|
+2978|90|1|1|29|28712.61|0.00|0.08|A|F|1995-06-03|1995-07-25|1995-06-06|NONE|SHIP|ecial ideas promise slyly|
+2978|127|2|2|42|43139.04|0.01|0.06|N|O|1995-08-19|1995-07-18|1995-09-07|DELIVER IN PERSON|MAIL|ial requests nag blithely alongside of th|
+2978|43|2|3|26|24519.04|0.07|0.05|N|O|1995-07-29|1995-07-22|1995-08-20|COLLECT COD|REG AIR|as haggle against the carefully express dep|
+2978|28|1|4|7|6496.14|0.00|0.00|N|O|1995-07-18|1995-07-03|1995-07-23|NONE|FOB|. final ideas are blithe|
+2978|29|2|5|33|30657.66|0.09|0.03|R|F|1995-05-06|1995-07-23|1995-05-16|COLLECT COD|FOB|s. blithely unusual pack|
+2978|168|7|6|4|4272.64|0.08|0.04|N|O|1995-07-06|1995-07-31|1995-07-19|COLLECT COD|AIR|ffily unusual |
+2979|9|6|1|8|7272.00|0.00|0.08|N|O|1996-06-18|1996-05-21|1996-07-06|COLLECT COD|REG AIR|st blithely; blithely regular gifts dazz|
+2979|11|2|2|47|42817.47|0.05|0.00|N|O|1996-03-25|1996-05-13|1996-04-04|TAKE BACK RETURN|SHIP|iously unusual dependencies wake across|
+2979|188|9|3|35|38086.30|0.04|0.03|N|O|1996-05-25|1996-06-11|1996-06-24|DELIVER IN PERSON|MAIL|old ideas beneath the blit|
+2979|165|4|4|28|29824.48|0.05|0.08|N|O|1996-06-04|1996-04-23|1996-06-24|DELIVER IN PERSON|FOB|ing, regular pinto beans. blithel|
+2980|37|3|1|2|1874.06|0.09|0.03|N|O|1996-11-18|1996-10-22|1996-11-27|TAKE BACK RETURN|SHIP|enly across the special, pending packag|
+2980|10|7|2|48|43680.48|0.04|0.05|N|O|1996-09-25|1996-12-09|1996-10-12|NONE|REG AIR|totes. regular pinto |
+2980|133|9|3|27|27894.51|0.08|0.08|N|O|1996-12-08|1996-12-03|1996-12-14|NONE|REG AIR| theodolites cajole blithely sl|
+2980|25|10|4|49|45325.98|0.03|0.02|N|O|1996-10-04|1996-12-04|1996-10-06|NONE|RAIL|hy packages sleep quic|
+2980|187|8|5|24|26092.32|0.05|0.04|N|O|1997-01-12|1996-10-27|1997-01-14|NONE|MAIL|elets. fluffily regular in|
+2980|109|4|6|43|43391.30|0.01|0.01|N|O|1996-12-07|1996-11-10|1997-01-02|COLLECT COD|AIR|sts. slyly regu|
+2981|14|4|1|17|15538.17|0.03|0.05|N|O|1998-10-17|1998-10-02|1998-10-21|DELIVER IN PERSON|RAIL|, unusual packages x-ray. furious|
+2981|176|4|2|8|8609.36|0.06|0.03|N|O|1998-08-21|1998-09-28|1998-09-05|DELIVER IN PERSON|MAIL|ng to the f|
+2981|37|3|3|14|13118.42|0.03|0.07|N|O|1998-08-30|1998-10-04|1998-09-04|DELIVER IN PERSON|MAIL|kages detect furiously express requests.|
+2982|112|6|1|21|21254.31|0.00|0.01|A|F|1995-04-03|1995-06-08|1995-04-18|DELIVER IN PERSON|AIR|ironic deposits. furiously ex|
+2982|99|2|2|13|12988.17|0.02|0.08|R|F|1995-03-31|1995-05-07|1995-04-18|TAKE BACK RETURN|RAIL|regular deposits unwind alongside |
+2982|70|5|3|21|20371.47|0.01|0.01|R|F|1995-04-19|1995-06-03|1995-04-28|COLLECT COD|SHIP|egular ideas use furiously? bl|
+2983|163|4|1|44|46779.04|0.03|0.06|R|F|1992-02-09|1992-03-07|1992-03-09|TAKE BACK RETURN|AIR|ly regular instruct|
+2983|49|8|2|11|10439.44|0.09|0.06|A|F|1992-04-29|1992-02-27|1992-05-26|NONE|MAIL|aids integrate s|
+3008|132|3|1|8|8257.04|0.10|0.04|N|O|1995-12-06|1996-01-12|1995-12-22|TAKE BACK RETURN|FOB|yly ironic foxes. regular requests h|
+3008|200|3|2|31|34106.20|0.05|0.06|N|O|1995-12-14|1995-12-11|1995-12-31|TAKE BACK RETURN|AIR| bold packages. quic|
+3008|24|5|3|40|36960.80|0.01|0.03|N|O|1995-12-18|1996-01-06|1996-01-11|COLLECT COD|AIR|esias. theodolites detect blithely |
+3008|60|1|4|48|46082.88|0.07|0.06|N|O|1996-01-23|1996-01-07|1996-02-09|COLLECT COD|SHIP|ld theodolites. fluffily bold theodolit|
+3008|105|10|5|31|31158.10|0.03|0.02|N|O|1995-12-01|1996-01-20|1995-12-28|COLLECT COD|RAIL|nts use thinly around the carefully iro|
+3009|45|8|1|48|45361.92|0.10|0.02|N|O|1997-03-19|1997-05-13|1997-04-11|TAKE BACK RETURN|TRUCK| dependencies sleep quickly a|
+3009|185|6|2|38|41236.84|0.00|0.01|N|O|1997-05-01|1997-04-10|1997-05-17|TAKE BACK RETURN|AIR|nal packages should haggle slyly. quickl|
+3009|130|3|3|26|26783.38|0.08|0.02|N|O|1997-05-15|1997-05-10|1997-06-13|TAKE BACK RETURN|SHIP|uriously specia|
+3010|138|4|1|23|23876.99|0.04|0.00|N|O|1996-03-08|1996-02-29|1996-03-27|NONE|TRUCK|ounts. pendin|
+3010|174|4|2|22|23631.74|0.09|0.06|N|O|1996-03-06|1996-04-06|1996-03-18|COLLECT COD|REG AIR| final deposit|
+3010|58|6|3|24|22993.20|0.04|0.07|N|O|1996-05-09|1996-03-14|1996-05-15|DELIVER IN PERSON|RAIL|ar, even reques|
+3010|24|7|4|28|25872.56|0.09|0.06|N|O|1996-03-05|1996-03-28|1996-04-03|DELIVER IN PERSON|FOB|ake carefully carefully even request|
+3010|104|5|5|9|9036.90|0.02|0.02|N|O|1996-04-28|1996-03-17|1996-05-18|NONE|SHIP|inal packages. quickly even pinto|
+3010|92|3|6|38|37699.42|0.05|0.07|N|O|1996-04-15|1996-03-16|1996-04-21|DELIVER IN PERSON|RAIL|accounts ar|
+3011|198|10|1|5|5490.95|0.02|0.04|R|F|1992-04-21|1992-02-23|1992-05-15|NONE|TRUCK|nusual sentiments. carefully bold idea|
+3011|123|4|2|42|42971.04|0.05|0.00|A|F|1992-02-01|1992-03-18|1992-02-29|NONE|TRUCK|osits haggle quickly pending, |
+3012|195|7|1|49|53664.31|0.00|0.00|A|F|1993-08-07|1993-07-01|1993-08-08|NONE|MAIL| quickly furious packages. silently unusua|
+3012|161|2|2|37|39262.92|0.06|0.03|A|F|1993-08-16|1993-06-07|1993-08-24|TAKE BACK RETURN|REG AIR|uickly permanent packages sleep caref|
+3013|94|6|1|31|30816.79|0.08|0.08|N|O|1997-05-03|1997-04-05|1997-05-25|NONE|AIR|y furious depen|
+3013|139|5|2|30|31173.90|0.05|0.06|N|O|1997-05-02|1997-03-09|1997-05-12|TAKE BACK RETURN|MAIL|ronic packages. slyly even|
+3013|120|10|3|35|35704.20|0.00|0.03|N|O|1997-04-02|1997-05-04|1997-04-16|COLLECT COD|MAIL|ely accord|
+3013|181|2|4|17|18380.06|0.01|0.07|N|O|1997-02-26|1997-05-02|1997-03-27|DELIVER IN PERSON|SHIP|fully unusual account|
+3013|60|5|5|20|19201.20|0.00|0.04|N|O|1997-05-06|1997-03-18|1997-05-12|COLLECT COD|RAIL|unts boost regular ideas. slyly pe|
+3013|72|2|6|19|18469.33|0.08|0.07|N|O|1997-05-11|1997-04-18|1997-05-15|COLLECT COD|REG AIR|fluffily pending packages nag furiously al|
+3014|163|4|1|36|38273.76|0.05|0.03|A|F|1992-11-16|1993-01-20|1992-11-28|TAKE BACK RETURN|FOB|ding accounts boost fu|
+3014|106|1|2|36|36219.60|0.00|0.08|R|F|1992-12-28|1992-12-29|1993-01-24|COLLECT COD|MAIL|iously ironic r|
+3014|151|9|3|48|50455.20|0.06|0.02|A|F|1992-12-19|1993-01-08|1992-12-25|DELIVER IN PERSON|REG AIR|y pending theodolites wake. reg|
+3014|114|1|4|14|14197.54|0.10|0.02|R|F|1992-11-19|1993-01-01|1992-12-17|DELIVER IN PERSON|SHIP|. slyly brave platelets nag. careful,|
+3014|75|5|5|28|27301.96|0.02|0.08|R|F|1993-01-09|1992-12-18|1993-01-10|TAKE BACK RETURN|FOB|es are. final braids nag slyly. fluff|
+3014|38|4|6|30|28140.90|0.04|0.01|R|F|1993-02-28|1993-01-02|1993-03-20|TAKE BACK RETURN|AIR| final foxes.|
+3015|3|8|1|5|4515.00|0.09|0.00|A|F|1993-01-10|1992-12-02|1993-01-19|TAKE BACK RETURN|RAIL| the furiously pendi|
+3015|18|2|2|17|15606.17|0.03|0.01|R|F|1992-10-16|1992-11-20|1992-10-28|COLLECT COD|AIR|s above the fluffily final t|
+3015|91|4|3|23|22795.07|0.03|0.05|A|F|1992-12-03|1992-11-19|1992-12-23|DELIVER IN PERSON|FOB|s are slyly carefully special pinto bea|
+3015|156|7|4|7|7393.05|0.10|0.03|A|F|1992-12-07|1992-12-17|1992-12-30|DELIVER IN PERSON|REG AIR| after the evenly special packages ca|
+3015|165|4|5|42|44736.72|0.04|0.02|R|F|1993-01-21|1992-11-07|1993-02-11|DELIVER IN PERSON|AIR|encies haggle furious|
+3015|66|7|6|18|17389.08|0.02|0.03|R|F|1992-10-10|1992-11-19|1992-10-18|TAKE BACK RETURN|MAIL|equests wake fluffil|
+3040|16|6|1|18|16488.18|0.08|0.04|R|F|1993-06-25|1993-07-06|1993-07-19|TAKE BACK RETURN|SHIP|ly thin accou|
+3040|133|9|2|9|9298.17|0.00|0.01|A|F|1993-06-12|1993-05-16|1993-06-14|NONE|RAIL|ges. pending packages wake. requests|
+3040|126|5|3|30|30783.60|0.01|0.01|A|F|1993-08-06|1993-05-18|1993-08-19|NONE|MAIL|x furiously bold packages. expres|
+3040|83|4|4|14|13763.12|0.05|0.04|A|F|1993-05-13|1993-05-18|1993-05-19|TAKE BACK RETURN|REG AIR| haggle carefully. express hocke|
+3040|52|3|5|43|40938.15|0.04|0.04|R|F|1993-05-21|1993-05-25|1993-05-26|NONE|MAIL|sts nag slyly alongside of the depos|
+3040|18|5|6|10|9180.10|0.08|0.04|R|F|1993-05-16|1993-06-24|1993-06-11|DELIVER IN PERSON|MAIL|ely regular foxes haggle dari|
+3041|181|2|1|5|5405.90|0.07|0.04|N|O|1997-07-20|1997-07-15|1997-08-17|COLLECT COD|FOB|posits dazzle special p|
+3041|146|9|2|9|9415.26|0.03|0.03|N|O|1997-06-29|1997-08-14|1997-07-19|COLLECT COD|AIR|iously across the silent pinto beans. furi|
+3041|68|5|3|9|8712.54|0.09|0.06|N|O|1997-08-28|1997-07-23|1997-09-16|TAKE BACK RETURN|FOB|scapades after the special|
+3042|105|2|1|30|30153.00|0.08|0.06|A|F|1995-01-12|1995-02-15|1995-01-24|DELIVER IN PERSON|SHIP|the requests detect fu|
+3042|102|3|2|28|28058.80|0.05|0.03|A|F|1994-11-24|1995-01-02|1994-12-06|TAKE BACK RETURN|MAIL|ng the furiously r|
+3042|14|8|3|34|31076.34|0.04|0.00|R|F|1994-12-11|1995-02-03|1994-12-21|TAKE BACK RETURN|TRUCK|can wake after the enticingly stealthy i|
+3042|48|1|4|19|18012.76|0.02|0.01|A|F|1995-03-05|1995-01-24|1995-03-17|COLLECT COD|TRUCK|e carefully. regul|
+3043|46|9|1|23|21758.92|0.07|0.04|R|F|1992-05-08|1992-07-22|1992-05-18|COLLECT COD|TRUCK|uickly above the pending,|
+3043|6|3|2|15|13590.00|0.03|0.05|A|F|1992-05-27|1992-06-03|1992-06-09|COLLECT COD|FOB|usly furiously|
+3043|60|1|3|42|40322.52|0.10|0.07|R|F|1992-07-15|1992-06-19|1992-07-23|NONE|MAIL|ide of the un|
+3043|91|2|4|5|4955.45|0.10|0.01|A|F|1992-05-22|1992-07-02|1992-06-20|TAKE BACK RETURN|TRUCK|ake blithely re|
+3044|101|2|1|10|10011.00|0.07|0.08|N|O|1996-07-13|1996-05-06|1996-07-21|TAKE BACK RETURN|REG AIR| slyly ironic requests. s|
+3044|168|7|2|3|3204.48|0.06|0.02|N|O|1996-07-27|1996-05-26|1996-08-15|TAKE BACK RETURN|AIR|ecoys haggle furiously pending requests.|
+3044|19|3|3|47|43193.47|0.09|0.00|N|O|1996-05-24|1996-06-22|1996-05-30|NONE|REG AIR|ly around the car|
+3045|88|9|1|41|40511.28|0.05|0.01|N|O|1995-09-30|1995-11-24|1995-10-03|TAKE BACK RETURN|MAIL|ely final foxes. carefully ironic pinto b|
+3045|69|6|2|48|46514.88|0.02|0.03|N|O|1995-10-01|1995-12-16|1995-10-10|TAKE BACK RETURN|MAIL|ole quickly outside th|
+3046|74|5|1|44|42859.08|0.03|0.03|N|O|1996-03-03|1996-02-25|1996-04-01|NONE|AIR| are quickly. blithe|
+3046|54|5|2|46|43886.30|0.03|0.08|N|O|1996-03-22|1996-02-28|1996-04-07|TAKE BACK RETURN|AIR|sits sleep furious|
+3046|2|9|3|31|27962.00|0.03|0.07|N|O|1996-03-24|1996-01-30|1996-03-26|NONE|RAIL|y pending somas alongside of the slyly iro|
+3047|104|5|1|17|17069.70|0.08|0.02|N|O|1997-06-14|1997-04-20|1997-06-23|COLLECT COD|FOB|onic instruction|
+3047|14|1|2|23|21022.23|0.00|0.04|N|O|1997-05-20|1997-06-14|1997-05-28|TAKE BACK RETURN|REG AIR| slyly ironi|
+3072|57|9|1|6|5742.30|0.09|0.05|R|F|1994-02-09|1994-03-24|1994-02-28|DELIVER IN PERSON|REG AIR|gular requests abov|
+3072|108|3|2|36|36291.60|0.07|0.02|R|F|1994-04-14|1994-04-22|1994-05-06|COLLECT COD|AIR| theodolites. blithely e|
+3072|97|8|3|7|6979.63|0.04|0.07|R|F|1994-05-09|1994-03-31|1994-05-19|COLLECT COD|TRUCK|uests. ironic, ironic depos|
+3072|83|4|4|39|38340.12|0.05|0.08|A|F|1994-05-27|1994-04-20|1994-06-14|COLLECT COD|MAIL|es; slyly spe|
+3072|88|9|5|1|988.08|0.01|0.08|R|F|1994-02-26|1994-03-14|1994-03-19|NONE|AIR| slyly ironic attainments. car|
+3073|194|7|1|16|17507.04|0.07|0.01|R|F|1994-03-02|1994-03-23|1994-03-31|DELIVER IN PERSON|AIR|n requests. ironi|
+3073|22|5|2|47|43334.94|0.09|0.00|R|F|1994-03-26|1994-02-12|1994-04-21|NONE|REG AIR|eposits. fluffily|
+3073|87|8|3|10|9870.80|0.03|0.00|R|F|1994-02-11|1994-03-24|1994-02-26|COLLECT COD|FOB| furiously caref|
+3073|29|4|4|14|13006.28|0.09|0.07|R|F|1994-03-24|1994-04-01|1994-04-07|NONE|RAIL|ilently quiet epitaphs.|
+3073|41|10|5|25|23526.00|0.00|0.07|R|F|1994-04-14|1994-03-07|1994-04-22|NONE|TRUCK|nag asymptotes. pinto beans sleep |
+3073|147|8|6|39|40838.46|0.09|0.02|R|F|1994-05-01|1994-02-16|1994-05-12|DELIVER IN PERSON|AIR|lar excuses across the furiously even |
+3073|44|5|7|11|10384.44|0.08|0.07|A|F|1994-05-01|1994-03-06|1994-05-08|COLLECT COD|SHIP|instructions sleep according to the |
+3074|37|8|1|50|46851.50|0.08|0.08|A|F|1993-01-31|1992-12-15|1993-02-20|NONE|AIR|furiously pending requests haggle s|
+3074|139|5|2|39|40526.07|0.03|0.00|R|F|1992-12-08|1993-01-28|1992-12-09|DELIVER IN PERSON|TRUCK|iously throu|
+3075|9|6|1|39|35451.00|0.02|0.03|A|F|1994-06-10|1994-06-21|1994-06-20|NONE|FOB|ing deposits nag |
+3075|52|10|2|2|1904.10|0.07|0.08|R|F|1994-06-14|1994-06-10|1994-06-25|TAKE BACK RETURN|AIR|. unusual, unusual accounts haggle furious|
+3076|85|6|1|44|43343.52|0.00|0.05|A|F|1993-09-14|1993-10-04|1993-09-17|TAKE BACK RETURN|FOB| instructions h|
+3076|106|1|2|22|22134.20|0.08|0.00|A|F|1993-09-05|1993-09-10|1993-09-27|NONE|REG AIR|packages wake furiou|
+3076|5|8|3|31|28055.00|0.06|0.06|A|F|1993-08-10|1993-09-17|1993-08-17|TAKE BACK RETURN|SHIP|regular depos|
+3077|72|2|1|25|24301.75|0.06|0.01|N|O|1997-09-14|1997-10-16|1997-10-06|NONE|TRUCK|lent account|
+3077|91|3|2|40|39643.60|0.05|0.06|N|O|1997-10-22|1997-09-19|1997-11-19|DELIVER IN PERSON|AIR|to the enticing packag|
+3077|78|7|3|13|12714.91|0.03|0.07|N|O|1997-09-09|1997-10-15|1997-09-19|NONE|TRUCK|luffily close depende|
+3077|115|5|4|23|23347.53|0.03|0.02|N|O|1997-11-05|1997-09-16|1997-11-20|NONE|MAIL|lly. fluffily pending dinos across|
+3078|132|3|1|25|25803.25|0.01|0.03|A|F|1993-04-22|1993-05-01|1993-04-28|TAKE BACK RETURN|AIR|express dinos. carefully ironic|
+3078|78|8|2|21|20539.47|0.09|0.07|A|F|1993-03-20|1993-03-21|1993-04-01|COLLECT COD|AIR|e fluffily. |
+3079|70|5|1|20|19401.40|0.05|0.00|N|O|1997-10-18|1997-10-26|1997-11-14|NONE|RAIL|ets are according to the quickly dari|
+3079|117|1|2|38|38650.18|0.08|0.07|N|O|1997-11-07|1997-11-25|1997-12-06|NONE|RAIL|e carefully regular realms|
+3079|17|8|3|40|36680.40|0.02|0.08|N|O|1997-09-26|1997-12-11|1997-10-09|NONE|RAIL|ide of the pending, special deposi|
+3079|24|5|4|2|1848.04|0.00|0.08|N|O|1998-01-05|1997-11-17|1998-01-28|NONE|FOB|ly busy requests believ|
+3079|188|9|5|2|2176.36|0.10|0.00|N|O|1997-12-27|1997-10-25|1998-01-08|COLLECT COD|SHIP|y regular asymptotes doz|
+3079|166|1|6|46|49043.36|0.00|0.00|N|O|1997-11-19|1997-11-04|1997-11-25|DELIVER IN PERSON|REG AIR|es. final, regula|
+3104|51|6|1|20|19021.00|0.01|0.08|A|F|1993-12-31|1993-11-24|1994-01-12|DELIVER IN PERSON|REG AIR|s are. furiously s|
+3104|48|1|2|47|44557.88|0.02|0.05|A|F|1993-12-25|1993-11-02|1994-01-12|COLLECT COD|RAIL|ily daring acc|
+3104|63|4|3|11|10593.66|0.02|0.03|A|F|1993-10-05|1993-11-30|1993-10-27|NONE|TRUCK| special deposits u|
+3104|38|9|4|26|24388.78|0.02|0.08|R|F|1994-01-02|1993-12-05|1994-01-31|TAKE BACK RETURN|TRUCK|es boost carefully. slyly |
+3105|184|5|1|11|11925.98|0.01|0.06|N|O|1997-02-07|1997-02-09|1997-03-01|NONE|FOB|kly bold depths caj|
+3105|45|6|2|9|8505.36|0.08|0.08|N|O|1996-12-25|1997-02-04|1997-01-09|COLLECT COD|SHIP|es wake among t|
+3105|25|4|3|48|44400.96|0.02|0.05|N|O|1997-02-28|1997-01-31|1997-03-18|DELIVER IN PERSON|REG AIR|ending platelets wake carefully ironic inst|
+3105|91|5|4|23|22795.07|0.04|0.07|N|O|1997-03-08|1996-12-14|1997-03-18|COLLECT COD|REG AIR| detect slyly. blithely unusual requests ar|
+3105|90|1|5|8|7920.72|0.07|0.07|N|O|1996-12-28|1996-12-28|1997-01-25|NONE|FOB|s. blithely unusual ideas was after|
+3105|47|6|6|30|28411.20|0.08|0.05|N|O|1997-03-03|1997-02-03|1997-03-05|NONE|FOB|ess accounts boost among t|
+3106|86|7|1|22|21693.76|0.03|0.02|N|O|1997-02-28|1997-02-12|1997-03-03|DELIVER IN PERSON|FOB|structions atop the blithely|
+3106|136|2|2|49|50770.37|0.06|0.06|N|O|1997-02-27|1997-03-11|1997-03-12|NONE|TRUCK|lets. quietly regular courts |
+3106|52|7|3|42|39986.10|0.09|0.07|N|O|1997-04-05|1997-03-17|1997-04-22|COLLECT COD|REG AIR|nstructions wake. furiously |
+3106|196|10|4|6|6577.14|0.10|0.07|N|O|1997-02-02|1997-04-11|1997-02-27|COLLECT COD|REG AIR|symptotes. slyly bold platelets cajol|
+3106|65|2|5|16|15440.96|0.09|0.08|N|O|1997-02-25|1997-04-10|1997-03-16|NONE|AIR|sits wake slyl|
+3107|149|6|1|16|16786.24|0.05|0.04|N|O|1997-08-30|1997-10-20|1997-09-20|TAKE BACK RETURN|REG AIR|regular pinto beans. ironic ideas haggle|
+3107|142|3|2|35|36474.90|0.05|0.06|N|O|1997-08-27|1997-11-19|1997-09-14|COLLECT COD|TRUCK|ets doubt furiously final ideas. final|
+3107|170|9|3|23|24613.91|0.03|0.06|N|O|1997-12-10|1997-11-11|1997-12-14|TAKE BACK RETURN|SHIP|atelets must ha|
+3107|87|8|4|27|26651.16|0.00|0.08|N|O|1997-11-15|1997-10-31|1997-11-28|DELIVER IN PERSON|FOB|furiously final |
+3108|109|2|1|37|37336.70|0.06|0.04|A|F|1993-10-16|1993-10-01|1993-11-09|DELIVER IN PERSON|RAIL| final requests. |
+3108|166|1|2|26|27720.16|0.08|0.05|A|F|1993-11-12|1993-10-05|1993-12-09|COLLECT COD|TRUCK| slyly slow foxes wake furious|
+3109|18|2|1|32|29376.32|0.08|0.03|A|F|1993-09-05|1993-10-06|1993-09-18|DELIVER IN PERSON|FOB|ecial orbits are furiou|
+3109|145|4|2|49|51211.86|0.08|0.06|R|F|1993-10-24|1993-09-30|1993-11-21|TAKE BACK RETURN|AIR| even pearls. furiously pending |
+3109|176|4|3|43|46275.31|0.04|0.07|R|F|1993-09-29|1993-09-06|1993-10-13|COLLECT COD|MAIL|ding to the foxes. |
+3109|79|10|4|26|25455.82|0.01|0.05|R|F|1993-11-16|1993-10-18|1993-12-06|TAKE BACK RETURN|TRUCK| sleep slyly according to t|
+3109|143|2|5|50|52157.00|0.01|0.08|A|F|1993-09-17|1993-10-16|1993-10-11|NONE|FOB| regular packages boost blithely even, re|
+3109|15|9|6|10|9150.10|0.10|0.04|A|F|1993-10-26|1993-10-03|1993-11-09|NONE|TRUCK|sits haggle carefully. regular, unusual ac|
+3110|89|10|1|1|989.08|0.02|0.07|A|F|1995-01-15|1995-01-20|1995-01-30|DELIVER IN PERSON|REG AIR|c theodolites a|
+3110|57|2|2|31|29668.55|0.01|0.06|R|F|1995-03-31|1995-03-07|1995-04-21|TAKE BACK RETURN|REG AIR|en deposits. ironic|
+3110|3|10|3|34|30702.00|0.02|0.02|A|F|1995-02-23|1995-01-27|1995-03-09|TAKE BACK RETURN|FOB|ly pending requests ha|
+3110|40|1|4|16|15040.64|0.04|0.04|A|F|1995-01-10|1995-02-06|1995-01-26|NONE|MAIL|across the regular acco|
+3110|140|6|5|39|40565.46|0.09|0.01|A|F|1995-02-09|1995-01-21|1995-02-21|NONE|MAIL|side of the blithely unusual courts. slyly |
+3111|137|8|1|22|22816.86|0.06|0.05|N|O|1995-09-21|1995-11-09|1995-10-17|COLLECT COD|REG AIR|quests. regular dolphins against the |
+3111|58|10|2|30|28741.50|0.06|0.05|N|O|1995-10-05|1995-11-15|1995-11-01|TAKE BACK RETURN|TRUCK|eas are furiously slyly special deposits.|
+3111|52|3|3|10|9520.50|0.02|0.02|N|O|1995-11-10|1995-11-02|1995-12-04|NONE|FOB|ng the slyly ironic inst|
+3111|132|3|4|31|31996.03|0.00|0.08|N|O|1995-10-26|1995-09-26|1995-11-02|TAKE BACK RETURN|MAIL|kages detect express attainments|
+3111|54|6|5|14|13356.70|0.05|0.04|N|O|1995-10-17|1995-10-19|1995-10-19|TAKE BACK RETURN|SHIP|re. pinto |
+3111|86|7|6|5|4930.40|0.03|0.08|N|O|1995-08-30|1995-10-16|1995-09-04|DELIVER IN PERSON|TRUCK|. carefully even ideas|
+3111|148|9|7|41|42973.74|0.09|0.05|N|O|1995-11-22|1995-11-01|1995-12-01|TAKE BACK RETURN|FOB|fily slow ideas. |
+3136|142|5|1|30|31264.20|0.02|0.08|R|F|1994-08-13|1994-10-02|1994-09-02|TAKE BACK RETURN|RAIL|leep blithel|
+3136|103|4|2|7|7021.70|0.05|0.07|A|F|1994-10-08|1994-09-14|1994-10-11|TAKE BACK RETURN|SHIP|ic pinto beans are slyly. f|
+3136|158|3|3|43|45500.45|0.00|0.07|A|F|1994-09-05|1994-09-25|1994-09-11|NONE|RAIL|. special theodolites ha|
+3136|116|6|4|26|26418.86|0.04|0.05|A|F|1994-10-13|1994-11-07|1994-11-05|TAKE BACK RETURN|AIR|eep fluffily. daringly silent attainments d|
+3136|67|8|5|2|1934.12|0.08|0.07|R|F|1994-11-21|1994-11-03|1994-11-26|DELIVER IN PERSON|TRUCK|? special, silent |
+3136|80|1|6|29|28422.32|0.08|0.07|A|F|1994-11-16|1994-10-03|1994-12-14|NONE|FOB|latelets. final |
+3137|3|4|1|6|5418.00|0.02|0.02|N|O|1995-09-19|1995-10-23|1995-10-16|NONE|SHIP|ly express as|
+3137|6|3|2|4|3624.00|0.06|0.04|N|O|1995-10-01|1995-09-11|1995-10-30|COLLECT COD|RAIL|posits wake. silent excuses boost about|
+3138|93|5|1|7|6951.63|0.05|0.05|R|F|1994-03-04|1994-03-14|1994-03-20|NONE|AIR|lithely quickly even packages. packages|
+3138|44|5|2|27|25489.08|0.09|0.01|R|F|1994-03-24|1994-03-23|1994-04-18|DELIVER IN PERSON|FOB|counts cajole fluffily carefully special i|
+3138|197|8|3|32|35110.08|0.00|0.01|R|F|1994-02-24|1994-05-07|1994-02-28|TAKE BACK RETURN|MAIL|inal foxes affix slyly. fluffily regul|
+3138|172|3|4|38|40742.46|0.07|0.04|R|F|1994-02-21|1994-03-21|1994-03-13|COLLECT COD|FOB|lithely fluffily un|
+3138|10|1|5|12|10920.12|0.09|0.02|A|F|1994-03-04|1994-04-11|1994-03-21|COLLECT COD|FOB|. bold pinto beans haggl|
+3138|44|7|6|25|23601.00|0.05|0.08|A|F|1994-05-19|1994-04-07|1994-06-17|TAKE BACK RETURN|AIR|dolites around the carefully busy the|
+3139|40|6|1|46|43241.84|0.08|0.03|R|F|1992-04-28|1992-03-04|1992-05-19|TAKE BACK RETURN|FOB|of the unusual, unusual re|
+3140|7|4|1|21|19047.00|0.08|0.02|R|F|1992-04-12|1992-05-31|1992-04-21|NONE|REG AIR| furiously sly excuses according to the|
+3140|89|10|2|10|9890.80|0.07|0.01|A|F|1992-05-30|1992-05-09|1992-06-09|COLLECT COD|RAIL|accounts. expres|
+3140|133|4|3|28|28927.64|0.06|0.00|R|F|1992-06-08|1992-07-07|1992-07-08|TAKE BACK RETURN|SHIP|lar ideas. slyly ironic d|
+3141|177|6|1|32|34469.44|0.06|0.00|N|O|1995-11-21|1995-12-18|1995-11-26|DELIVER IN PERSON|FOB|oxes are quickly about t|
+3141|10|7|2|37|33670.37|0.10|0.05|N|O|1996-01-24|1995-12-16|1996-01-27|DELIVER IN PERSON|AIR|press pinto beans. bold accounts boost b|
+3141|79|7|3|9|8811.63|0.09|0.02|N|O|1995-11-11|1995-12-10|1995-12-02|DELIVER IN PERSON|MAIL|uickly ironic, pendi|
+3141|46|9|4|47|44463.88|0.03|0.01|N|O|1995-11-29|1996-01-13|1995-12-10|TAKE BACK RETURN|TRUCK| are slyly pi|
+3142|120|7|1|15|15301.80|0.03|0.08|R|F|1992-08-15|1992-08-18|1992-08-22|DELIVER IN PERSON|AIR|instructions are. ironic packages doz|
+3143|90|1|1|22|21781.98|0.02|0.00|A|F|1993-05-11|1993-03-26|1993-05-20|TAKE BACK RETURN|MAIL|l, special instructions nag |
+3143|183|4|2|40|43327.20|0.03|0.08|A|F|1993-05-07|1993-03-29|1993-05-17|COLLECT COD|FOB|sly unusual theodolites. slyly ev|
+3143|183|4|3|22|23829.96|0.05|0.03|A|F|1993-03-18|1993-05-09|1993-04-14|DELIVER IN PERSON|MAIL|beans. fluf|
+3143|66|7|4|46|44438.76|0.05|0.08|R|F|1993-04-19|1993-03-21|1993-05-05|COLLECT COD|REG AIR|low forges haggle. even packages use bli|
+3168|60|8|1|46|44162.76|0.08|0.08|R|F|1992-02-14|1992-03-02|1992-03-02|TAKE BACK RETURN|SHIP|y across the express accounts. fluff|
+3168|154|5|2|1|1054.15|0.06|0.08|A|F|1992-05-27|1992-03-12|1992-06-09|TAKE BACK RETURN|SHIP|pinto beans. slyly regular courts haggle |
+3168|128|3|3|13|13365.56|0.09|0.02|A|F|1992-03-05|1992-04-29|1992-03-15|NONE|SHIP|ironic somas haggle quick|
+3168|165|10|4|11|11716.76|0.02|0.05|R|F|1992-04-12|1992-03-17|1992-05-12|COLLECT COD|SHIP|ously furious dependenc|
+3169|192|4|1|12|13106.28|0.01|0.04|R|F|1994-01-05|1994-03-18|1994-01-21|COLLECT COD|REG AIR| regular d|
+3169|200|3|2|17|18703.40|0.05|0.04|R|F|1994-03-02|1994-01-21|1994-03-03|DELIVER IN PERSON|TRUCK|usly regular packages. ironi|
+3169|188|9|3|12|13058.16|0.08|0.07|A|F|1994-04-18|1994-03-12|1994-05-08|TAKE BACK RETURN|FOB|atelets. pac|
+3169|105|6|4|26|26132.60|0.10|0.04|R|F|1994-04-08|1994-03-21|1994-04-29|NONE|TRUCK|ter the regular ideas. slyly iro|
+3169|108|9|5|6|6048.60|0.09|0.01|A|F|1994-03-24|1994-02-22|1994-04-04|TAKE BACK RETURN|AIR|ular instructions. ca|
+3169|177|8|6|46|49549.82|0.02|0.07|A|F|1994-02-01|1994-01-22|1994-02-24|DELIVER IN PERSON|RAIL|thely bold theodolites are fl|
+3170|40|6|1|12|11280.48|0.03|0.03|N|O|1998-02-12|1998-01-17|1998-02-24|NONE|TRUCK|ing accounts along the speci|
+3170|100|2|2|21|21002.10|0.01|0.00|N|O|1997-12-09|1998-01-31|1997-12-21|DELIVER IN PERSON|MAIL|o beans. carefully final requests dou|
+3170|89|10|3|27|26705.16|0.00|0.05|N|O|1998-02-25|1998-01-29|1998-02-27|COLLECT COD|AIR|efully bold foxes. regular, ev|
+3170|41|2|4|34|31995.36|0.05|0.04|N|O|1998-02-01|1998-01-11|1998-02-20|TAKE BACK RETURN|TRUCK|s about the fluffily final de|
+3170|90|1|5|32|31682.88|0.02|0.04|N|O|1997-11-24|1997-12-12|1997-12-15|COLLECT COD|SHIP|ggle about the furiously r|
+3170|110|5|6|43|43434.73|0.08|0.05|N|O|1998-01-05|1998-01-04|1998-01-14|NONE|REG AIR|. express dolphins use sly|
+3170|84|5|7|26|25586.08|0.10|0.05|N|O|1998-02-12|1997-12-22|1998-02-28|COLLECT COD|TRUCK|s engage furiously. |
+3171|47|4|1|34|32199.36|0.04|0.00|A|F|1993-05-30|1993-05-27|1993-06-06|DELIVER IN PERSON|REG AIR|r the final, even packages. quickly|
+3171|139|10|2|50|51956.50|0.01|0.04|A|F|1993-07-19|1993-05-15|1993-07-31|TAKE BACK RETURN|REG AIR|riously final foxes about the ca|
+3172|96|9|1|4|3984.36|0.06|0.07|A|F|1992-09-26|1992-08-15|1992-10-20|DELIVER IN PERSON|TRUCK|s are slyly thin package|
+3172|148|7|2|43|45070.02|0.05|0.07|R|F|1992-08-22|1992-07-07|1992-08-26|COLLECT COD|MAIL| final packages. |
+3172|132|3|3|13|13417.69|0.03|0.01|R|F|1992-07-06|1992-08-06|1992-08-05|DELIVER IN PERSON|MAIL|inal deposits haggle along the|
+3172|135|6|4|28|28983.64|0.08|0.04|R|F|1992-07-09|1992-07-14|1992-07-16|NONE|MAIL|regular ideas. packages are furi|
+3172|64|5|5|31|29885.86|0.05|0.08|A|F|1992-09-01|1992-08-27|1992-09-23|NONE|SHIP|. slyly regular dependencies haggle quiet|
+3173|195|6|1|35|38331.65|0.01|0.08|N|O|1996-09-09|1996-10-15|1996-10-04|TAKE BACK RETURN|RAIL| across the slyly even requests.|
+3173|178|7|2|5|5390.85|0.09|0.07|N|O|1996-12-06|1996-09-17|1996-12-07|DELIVER IN PERSON|REG AIR|express depo|
+3173|46|9|3|16|15136.64|0.06|0.01|N|O|1996-08-12|1996-09-21|1996-08-22|NONE|SHIP|e special,|
+3173|94|5|4|2|1988.18|0.00|0.00|N|O|1996-10-15|1996-11-06|1996-10-18|COLLECT COD|MAIL|ular pearls|
+3173|185|6|5|2|2170.36|0.00|0.06|N|O|1996-08-18|1996-09-21|1996-09-07|DELIVER IN PERSON|MAIL|fluffily above t|
+3174|186|7|1|6|6517.08|0.04|0.08|N|O|1996-03-13|1996-02-09|1996-03-22|DELIVER IN PERSON|AIR| furiously ironic|
+3174|194|7|2|4|4376.76|0.01|0.05|N|O|1995-11-17|1996-01-08|1995-11-27|DELIVER IN PERSON|RAIL|deas sleep thi|
+3174|92|4|3|21|20833.89|0.08|0.05|N|O|1996-02-20|1995-12-28|1996-03-17|NONE|MAIL|iously. idly bold theodolites a|
+3174|192|6|4|13|14198.47|0.08|0.06|N|O|1996-01-11|1996-01-26|1996-02-01|DELIVER IN PERSON|SHIP|leep quickly? slyly special platelets|
+3174|72|2|5|39|37910.73|0.02|0.06|N|O|1995-12-02|1996-02-08|1995-12-12|TAKE BACK RETURN|TRUCK| wake slyly foxes. bold requests p|
+3174|120|7|6|8|8160.96|0.07|0.08|N|O|1995-12-07|1996-01-08|1995-12-29|DELIVER IN PERSON|TRUCK|nic deposits among t|
+3175|120|10|1|28|28563.36|0.10|0.01|R|F|1994-09-27|1994-10-05|1994-10-04|NONE|FOB|ore the even, silent foxes. b|
+3175|1|4|2|38|34238.00|0.01|0.07|R|F|1994-10-10|1994-08-25|1994-10-28|NONE|MAIL|the quickly even dolph|
+3175|129|4|3|12|12349.44|0.09|0.07|R|F|1994-10-16|1994-09-15|1994-10-18|NONE|AIR|ter the pending deposits. slyly e|
+3175|85|6|4|14|13791.12|0.02|0.05|R|F|1994-10-21|1994-09-05|1994-11-15|NONE|MAIL|nt dependencies are quietly even |
+3175|18|8|5|47|43146.47|0.08|0.03|R|F|1994-08-08|1994-09-10|1994-08-21|COLLECT COD|REG AIR| final requests x-r|
+3175|175|6|6|44|47307.48|0.01|0.00|R|F|1994-09-26|1994-08-30|1994-10-24|TAKE BACK RETURN|MAIL|are carefully furiously ironic accounts. e|
+3175|1|4|7|32|28832.00|0.01|0.02|R|F|1994-09-29|1994-09-20|1994-10-10|TAKE BACK RETURN|SHIP|lites sleep|
+3200|116|6|1|17|17273.87|0.10|0.00|N|O|1996-06-06|1996-04-21|1996-06-14|DELIVER IN PERSON|AIR|side of the furiously pendin|
+3200|166|1|2|27|28786.32|0.03|0.00|N|O|1996-05-07|1996-05-01|1996-05-09|TAKE BACK RETURN|REG AIR|as haggle furiously against the fluff|
+3200|131|2|3|36|37120.68|0.01|0.01|N|O|1996-03-22|1996-03-19|1996-03-30|DELIVER IN PERSON|FOB|f the carefu|
+3200|30|9|4|11|10230.33|0.10|0.02|N|O|1996-03-18|1996-03-21|1996-04-14|COLLECT COD|RAIL|osits sleep fur|
+3200|198|9|5|16|17571.04|0.05|0.00|N|O|1996-02-28|1996-03-13|1996-03-11|NONE|RAIL|ly against the quiet packages. blith|
+3200|175|3|6|25|26879.25|0.10|0.01|N|O|1996-02-08|1996-04-11|1996-03-06|COLLECT COD|FOB| slyly regular hockey players! pinto beans |
+3201|46|7|1|11|10406.44|0.10|0.06|A|F|1993-09-27|1993-08-29|1993-10-18|NONE|TRUCK|ing to the furiously expr|
+3201|118|5|2|27|27488.97|0.08|0.02|R|F|1993-08-31|1993-08-24|1993-09-08|TAKE BACK RETURN|FOB|deposits are slyly along|
+3201|119|6|3|50|50955.50|0.00|0.08|R|F|1993-10-27|1993-09-30|1993-11-16|COLLECT COD|TRUCK| deposits. express, ir|
+3202|183|4|1|30|32495.40|0.09|0.02|A|F|1993-03-18|1993-03-10|1993-03-23|COLLECT COD|SHIP|ven platelets. furiously final|
+3202|20|4|2|22|20240.44|0.01|0.02|R|F|1993-02-16|1993-02-16|1993-03-16|TAKE BACK RETURN|MAIL|the express packages. fu|
+3203|144|5|1|23|24015.22|0.01|0.07|N|O|1998-01-04|1998-01-12|1998-01-24|COLLECT COD|SHIP|uses. fluffily ironic pinto bea|
+3203|188|9|2|22|23939.96|0.03|0.03|N|O|1998-02-12|1998-01-01|1998-02-18|TAKE BACK RETURN|REG AIR|e the blithely regular accounts boost f|
+3204|12|2|1|10|9120.10|0.10|0.07|R|F|1993-01-27|1993-03-08|1993-01-29|COLLECT COD|SHIP|counts. bold |
+3204|7|10|2|39|35373.00|0.10|0.03|R|F|1993-02-11|1993-03-19|1993-02-28|TAKE BACK RETURN|MAIL|sits sleep theodolites. slyly bo|
+3205|68|5|1|7|6776.42|0.09|0.00|R|F|1992-07-05|1992-06-17|1992-07-07|NONE|SHIP|ly alongsi|
+3205|29|10|2|32|29728.64|0.08|0.03|A|F|1992-06-01|1992-07-10|1992-06-06|TAKE BACK RETURN|RAIL|lar accoun|
+3205|103|6|3|38|38117.80|0.10|0.08|A|F|1992-07-31|1992-06-03|1992-08-20|DELIVER IN PERSON|AIR|usly quiet accounts. slyly pending pinto |
+3205|56|7|4|10|9560.50|0.01|0.07|A|F|1992-06-18|1992-07-04|1992-07-16|COLLECT COD|RAIL| deposits cajole careful|
+3205|70|9|5|18|17461.26|0.03|0.03|A|F|1992-07-04|1992-06-14|1992-08-03|TAKE BACK RETURN|RAIL|symptotes. slyly even deposits ar|
+3205|195|8|6|19|20808.61|0.07|0.08|R|F|1992-05-28|1992-05-30|1992-06-05|COLLECT COD|AIR|yly pending packages snooz|
+3205|69|8|7|36|34886.16|0.06|0.03|A|F|1992-05-31|1992-06-19|1992-06-03|TAKE BACK RETURN|SHIP|s. ironic platelets above the s|
+3206|176|4|1|1|1076.17|0.07|0.05|N|O|1996-11-22|1996-10-16|1996-12-07|TAKE BACK RETURN|FOB|y unusual foxes cajole ab|
+3206|111|5|2|37|37411.07|0.07|0.01|N|O|1996-09-06|1996-10-31|1996-09-25|COLLECT COD|SHIP| quick theodolites hagg|
+3206|186|7|3|24|26068.32|0.00|0.08|N|O|1996-08-25|1996-10-01|1996-09-04|COLLECT COD|TRUCK|encies sleep deposits--|
+3207|113|3|1|2|2026.22|0.10|0.03|N|O|1998-06-15|1998-04-20|1998-06-21|COLLECT COD|MAIL|among the ironic, even packages |
+3207|71|9|2|42|40784.94|0.00|0.00|N|O|1998-05-02|1998-05-10|1998-06-01|NONE|SHIP|to the quickly special accounts? ironically|
+3207|152|7|3|17|17886.55|0.03|0.04|N|O|1998-03-27|1998-04-06|1998-03-28|COLLECT COD|RAIL|eep against the instructions. gifts hag|
+3207|19|6|4|32|29408.32|0.00|0.03|N|O|1998-06-17|1998-04-26|1998-07-07|TAKE BACK RETURN|SHIP|y across the slyly express foxes. bl|
+3207|83|4|5|8|7864.64|0.00|0.06|N|O|1998-06-13|1998-04-26|1998-07-11|COLLECT COD|SHIP|y. final pint|
+3207|134|5|6|32|33092.16|0.03|0.05|N|O|1998-04-19|1998-05-01|1998-05-08|COLLECT COD|FOB|l deposits wake beyond the carefully|
+3232|14|5|1|22|20108.22|0.10|0.01|A|F|1992-11-30|1992-12-09|1992-12-04|NONE|RAIL|thely. furio|
+3232|135|1|2|34|35194.42|0.07|0.04|R|F|1993-01-09|1992-11-14|1993-02-03|NONE|SHIP|old packages integrate quickly |
+3232|181|2|3|3|3243.54|0.04|0.06|R|F|1992-12-14|1992-12-11|1992-12-29|DELIVER IN PERSON|FOB|ily blithely ironic acco|
+3233|51|2|1|23|21874.15|0.04|0.05|A|F|1994-12-07|1995-01-11|1994-12-26|NONE|AIR|pending instructions use after the carefu|
+3233|154|6|2|6|6324.90|0.02|0.08|A|F|1994-12-06|1994-12-05|1994-12-07|TAKE BACK RETURN|REG AIR|requests are quickly above the slyly p|
+3233|100|4|3|2|2000.20|0.04|0.06|R|F|1995-01-03|1995-01-02|1995-01-21|TAKE BACK RETURN|AIR| across the bold packages|
+3233|9|2|4|25|22725.00|0.04|0.07|A|F|1994-11-24|1995-01-07|1994-12-11|NONE|RAIL|oss the pl|
+3234|79|10|1|45|44058.15|0.01|0.04|N|O|1996-05-15|1996-05-09|1996-06-02|DELIVER IN PERSON|TRUCK| express packages are carefully. f|
+3234|84|5|2|23|22633.84|0.03|0.00|N|O|1996-05-29|1996-05-15|1996-06-17|DELIVER IN PERSON|AIR|d-- fluffily special packag|
+3234|75|4|3|16|15601.12|0.06|0.05|N|O|1996-06-10|1996-05-30|1996-06-18|COLLECT COD|RAIL|ithely ironic accounts wake along t|
+3234|122|1|4|50|51106.00|0.09|0.05|N|O|1996-06-11|1996-05-19|1996-06-18|NONE|MAIL|ly regular ideas according to the regula|
+3234|165|2|5|14|14912.24|0.01|0.07|N|O|1996-04-06|1996-05-30|1996-04-13|NONE|REG AIR|lithely regular f|
+3235|109|2|1|9|9081.90|0.07|0.00|N|O|1995-11-17|1995-12-24|1995-11-30|COLLECT COD|AIR|l courts sleep quickly slyly |
+3235|95|6|2|43|42788.87|0.10|0.07|N|O|1995-12-25|1996-01-23|1996-01-09|COLLECT COD|MAIL|ckly final instru|
+3235|138|9|3|29|30105.77|0.06|0.06|N|O|1996-01-28|1995-12-26|1996-02-12|DELIVER IN PERSON|RAIL|e fluffy pinto bea|
+3235|178|9|4|23|24797.91|0.00|0.01|N|O|1996-02-16|1996-01-05|1996-03-07|DELIVER IN PERSON|SHIP|ldly ironic pinto beans|
+3236|117|4|1|10|10171.10|0.06|0.05|N|O|1996-11-15|1996-12-14|1996-11-29|TAKE BACK RETURN|AIR|arefully. fluffily reg|
+3236|122|7|2|21|21464.52|0.01|0.07|N|O|1996-12-23|1996-12-12|1997-01-21|NONE|AIR| final pinto |
+3236|118|2|3|7|7126.77|0.07|0.01|N|O|1996-12-27|1996-12-18|1997-01-24|DELIVER IN PERSON|SHIP|dolites. slyly unus|
+3237|11|5|1|11|10021.11|0.02|0.07|A|F|1992-08-03|1992-07-31|1992-08-13|TAKE BACK RETURN|AIR|es. permanently express platelets besid|
+3238|72|3|1|12|11664.84|0.06|0.01|R|F|1993-03-06|1993-05-08|1993-04-01|DELIVER IN PERSON|AIR|ackages affix furiously. furiously bol|
+3238|173|2|2|26|27902.42|0.01|0.06|A|F|1993-02-25|1993-04-04|1993-03-20|TAKE BACK RETURN|REG AIR|g accounts sleep furiously ironic attai|
+3238|81|2|3|1|981.08|0.00|0.04|R|F|1993-05-17|1993-04-18|1993-05-27|NONE|SHIP|wake alongs|
+3239|45|8|1|50|47252.00|0.05|0.01|N|O|1998-02-09|1998-04-02|1998-02-22|NONE|FOB|d blithely stea|
+3239|45|8|2|43|40636.72|0.01|0.06|N|O|1998-01-15|1998-03-12|1998-01-29|COLLECT COD|REG AIR|y. bold pinto beans use |
+3239|13|7|3|13|11869.13|0.01|0.05|N|O|1998-02-10|1998-02-19|1998-02-25|DELIVER IN PERSON|MAIL|r deposits solve fluf|
+3239|195|6|4|26|28474.94|0.03|0.05|N|O|1998-01-21|1998-03-21|1998-02-08|DELIVER IN PERSON|SHIP|ngly pending platelets are fluff|
+3239|12|9|5|31|28272.31|0.10|0.08|N|O|1998-04-14|1998-03-24|1998-04-17|DELIVER IN PERSON|FOB|foxes. pendin|
+3264|200|1|1|39|42907.80|0.06|0.06|N|O|1996-11-07|1996-12-12|1996-11-20|TAKE BACK RETURN|REG AIR|sleep carefully after the slyly final|
+3264|131|2|2|34|35058.42|0.00|0.01|N|O|1997-01-03|1997-01-06|1997-01-29|TAKE BACK RETURN|REG AIR|rns haggle carefully. blit|
+3264|125|8|3|11|11276.32|0.09|0.03|N|O|1996-12-11|1996-12-19|1996-12-15|DELIVER IN PERSON|SHIP|regular packages|
+3264|109|10|4|24|24218.40|0.09|0.07|N|O|1997-01-07|1996-12-13|1997-01-11|TAKE BACK RETURN|RAIL|ctions. quick|
+3264|63|4|5|6|5778.36|0.04|0.03|N|O|1996-11-10|1996-12-05|1996-11-22|TAKE BACK RETURN|SHIP|press packages. ironical|
+3264|141|2|6|43|44769.02|0.06|0.06|N|O|1997-01-17|1997-01-24|1997-02-01|TAKE BACK RETURN|TRUCK|leep at the blithely bold|
+3265|25|4|1|8|7400.16|0.06|0.02|A|F|1992-09-01|1992-09-12|1992-09-27|DELIVER IN PERSON|TRUCK|thely ironic requests sleep slyly-- i|
+3265|72|2|2|7|6804.49|0.09|0.00|R|F|1992-09-16|1992-09-04|1992-10-14|DELIVER IN PERSON|MAIL|he forges. fluffily regular asym|
+3265|191|4|3|28|30553.32|0.09|0.08|A|F|1992-10-22|1992-08-23|1992-10-25|NONE|RAIL|n requests. quickly final dinos|
+3266|64|1|1|31|29885.86|0.09|0.02|N|O|1995-06-19|1995-05-04|1995-07-06|COLLECT COD|MAIL|grate among the quickly express deposits|
+3266|38|4|2|43|40335.29|0.06|0.07|R|F|1995-05-04|1995-05-30|1995-05-11|COLLECT COD|AIR|ular asymptotes use careful|
+3267|185|6|1|33|35810.94|0.06|0.01|N|O|1997-03-30|1997-03-25|1997-04-23|TAKE BACK RETURN|AIR|es boost. |
+3268|96|7|1|1|996.09|0.06|0.08|A|F|1994-09-12|1994-08-31|1994-09-16|NONE|TRUCK|. ironic, bold requests use carefull|
+3268|42|9|2|40|37681.60|0.08|0.01|R|F|1994-06-30|1994-08-22|1994-07-25|COLLECT COD|FOB|ly. bold, eve|
+3269|161|10|1|40|42446.40|0.02|0.07|N|O|1996-06-11|1996-05-06|1996-06-15|DELIVER IN PERSON|TRUCK|es. pending d|
+3269|38|4|2|46|43149.38|0.00|0.02|N|O|1996-04-21|1996-04-12|1996-05-10|DELIVER IN PERSON|MAIL|final asymptotes nag|
+3269|44|3|3|39|36817.56|0.02|0.03|N|O|1996-03-13|1996-05-26|1996-03-19|COLLECT COD|MAIL|he express packages?|
+3269|83|4|4|37|36373.96|0.07|0.05|N|O|1996-06-14|1996-04-27|1996-07-07|NONE|MAIL|egular requests. carefully un|
+3269|93|7|5|42|41709.78|0.09|0.05|N|O|1996-03-19|1996-04-24|1996-04-18|COLLECT COD|TRUCK| the special packages. |
+3269|131|7|6|16|16498.08|0.01|0.08|N|O|1996-03-03|1996-04-06|1996-03-06|NONE|RAIL|s cajole. silent deposits are f|
+3270|35|1|1|11|10285.33|0.07|0.06|N|O|1997-07-29|1997-08-11|1997-08-05|TAKE BACK RETURN|AIR| solve at the regular deposits. |
+3270|38|4|2|44|41273.32|0.10|0.05|N|O|1997-07-20|1997-08-15|1997-08-04|DELIVER IN PERSON|SHIP| accounts. carefully even |
+3270|65|4|3|20|19301.20|0.01|0.02|N|O|1997-08-26|1997-07-31|1997-08-30|DELIVER IN PERSON|FOB|en accounts among the c|
+3270|189|10|4|29|31586.22|0.06|0.05|N|O|1997-07-01|1997-07-23|1997-07-10|TAKE BACK RETURN|MAIL|sly regular asymptotes. slyly dog|
+3270|34|10|5|32|29888.96|0.03|0.00|N|O|1997-09-23|1997-08-17|1997-09-27|NONE|REG AIR|promise carefully.|
+3270|57|5|6|29|27754.45|0.01|0.04|N|O|1997-08-22|1997-08-17|1997-09-06|COLLECT COD|RAIL|ptotes nag above the quickly bold deposits|
+3270|117|1|7|9|9153.99|0.06|0.08|N|O|1997-08-14|1997-08-11|1997-09-09|DELIVER IN PERSON|SHIP|ual packages|
+3271|57|9|1|30|28711.50|0.01|0.04|A|F|1992-01-16|1992-03-20|1992-01-17|DELIVER IN PERSON|AIR|r the unusual Tiresia|
+3271|54|5|2|18|17172.90|0.09|0.06|R|F|1992-05-01|1992-03-28|1992-05-29|DELIVER IN PERSON|FOB| packages eat around the furiously regul|
+3271|95|6|3|14|13931.26|0.05|0.01|A|F|1992-02-24|1992-02-14|1992-03-23|NONE|AIR|ending, even packa|
+3271|64|1|4|29|27957.74|0.07|0.04|A|F|1992-03-10|1992-02-05|1992-03-14|COLLECT COD|MAIL|lar instructions. carefully regular|
+3296|84|5|1|12|11808.96|0.06|0.07|R|F|1994-12-08|1994-12-14|1994-12-24|COLLECT COD|AIR|y about the slyly bold pinto bea|
+3296|149|8|2|31|32523.34|0.08|0.00|R|F|1995-01-26|1994-12-25|1995-02-16|NONE|REG AIR|ainst the furi|
+3296|185|6|3|29|31470.22|0.02|0.04|A|F|1995-01-12|1994-11-26|1995-02-06|DELIVER IN PERSON|SHIP|ss ideas are reg|
+3296|140|1|4|47|48886.58|0.06|0.00|A|F|1994-11-08|1994-12-20|1994-11-30|NONE|FOB|egular deposits. quic|
+3296|177|6|5|16|17234.72|0.06|0.02|R|F|1995-01-11|1994-12-27|1995-01-12|DELIVER IN PERSON|SHIP|kages cajole carefully |
+3296|197|1|6|40|43887.60|0.00|0.04|A|F|1994-12-28|1994-12-08|1995-01-13|COLLECT COD|REG AIR|ronic ideas across the|
+3296|36|2|7|6|5616.18|0.02|0.01|R|F|1995-01-03|1994-12-23|1995-01-27|TAKE BACK RETURN|AIR|carefully fur|
+3297|134|10|1|10|10341.30|0.10|0.04|A|F|1992-12-14|1993-01-21|1992-12-26|NONE|SHIP|ironic idea|
+3298|149|6|1|9|9442.26|0.01|0.06|N|O|1996-08-15|1996-05-24|1996-09-12|COLLECT COD|REG AIR|ly final accou|
+3298|186|7|2|27|29326.86|0.06|0.06|N|O|1996-07-10|1996-05-21|1996-07-15|DELIVER IN PERSON|FOB|lar packages. regular deposit|
+3298|29|2|3|25|23225.50|0.10|0.08|N|O|1996-06-30|1996-05-31|1996-07-23|COLLECT COD|SHIP|ly express f|
+3298|191|5|4|1|1091.19|0.10|0.03|N|O|1996-07-31|1996-05-23|1996-08-24|TAKE BACK RETURN|FOB|refully regular requ|
+3299|183|4|1|40|43327.20|0.03|0.02|A|F|1994-03-21|1994-03-23|1994-04-12|COLLECT COD|AIR|lyly even request|
+3300|129|4|1|3|3087.36|0.07|0.02|N|O|1995-11-01|1995-10-02|1995-11-20|NONE|REG AIR|g according to the dugouts. caref|
+3300|149|10|2|23|24130.22|0.02|0.02|N|O|1995-08-17|1995-09-03|1995-09-04|COLLECT COD|TRUCK|he fluffily final a|
+3301|169|8|1|45|48112.20|0.04|0.05|A|F|1994-11-19|1994-10-27|1994-11-24|TAKE BACK RETURN|FOB|nusual, final excuses after the entici|
+3302|36|2|1|45|42121.35|0.09|0.00|N|O|1996-01-24|1995-12-16|1996-02-13|COLLECT COD|FOB|counts use quickl|
+3303|184|5|1|25|27104.50|0.06|0.01|N|O|1998-03-25|1998-01-31|1998-04-12|NONE|SHIP|lly regular pi|
+3303|21|2|2|15|13815.30|0.04|0.06|N|O|1998-01-29|1998-01-22|1998-02-21|COLLECT COD|SHIP| detect sly|
+3303|99|10|3|37|36966.33|0.05|0.02|N|O|1998-02-16|1998-03-07|1998-02-18|TAKE BACK RETURN|TRUCK| carefully ironic asympt|
+3303|36|2|4|26|24336.78|0.09|0.00|N|O|1998-01-18|1998-03-11|1998-02-11|DELIVER IN PERSON|REG AIR|ickly permanent requests w|
+3328|113|7|1|6|6078.66|0.03|0.08|A|F|1993-03-07|1993-01-25|1993-03-29|COLLECT COD|TRUCK|ffily even instructions detect b|
+3328|5|2|2|23|20815.00|0.01|0.06|R|F|1993-01-12|1993-02-07|1993-01-30|TAKE BACK RETURN|MAIL|y. careful|
+3328|139|10|3|44|45721.72|0.05|0.00|R|F|1992-12-03|1992-12-19|1992-12-09|TAKE BACK RETURN|FOB|dly quickly final foxes? re|
+3328|95|9|4|42|41793.78|0.01|0.05|R|F|1992-11-24|1992-12-20|1992-12-06|DELIVER IN PERSON|AIR|ronic requests|
+3328|131|7|5|25|25778.25|0.05|0.00|R|F|1993-01-28|1993-01-04|1993-01-31|NONE|RAIL|e unusual, r|
+3329|138|4|1|36|37372.68|0.09|0.08|N|O|1995-08-06|1995-08-03|1995-08-14|DELIVER IN PERSON|TRUCK|ts at the re|
+3329|6|3|2|9|8154.00|0.00|0.02|N|O|1995-07-24|1995-08-02|1995-08-01|COLLECT COD|MAIL|lly final depo|
+3329|123|4|3|1|1023.12|0.04|0.08|N|O|1995-08-22|1995-09-28|1995-09-09|COLLECT COD|REG AIR|regular packages are carefull|
+3330|20|7|1|49|45080.98|0.05|0.01|R|F|1995-03-02|1995-03-03|1995-03-16|DELIVER IN PERSON|TRUCK|haggle carefully alongside of the bold r|
+3331|64|9|1|9|8676.54|0.08|0.07|A|F|1993-07-18|1993-07-03|1993-08-16|TAKE BACK RETURN|AIR|odolites. bold accounts|
+3331|21|2|2|38|34998.76|0.06|0.04|R|F|1993-07-24|1993-06-22|1993-08-23|NONE|AIR|ymptotes haggle across the ca|
+3331|3|10|3|26|23478.00|0.09|0.05|A|F|1993-08-05|1993-07-17|1993-08-29|DELIVER IN PERSON|MAIL|p asymptotes. carefully unusual in|
+3332|84|5|1|28|27554.24|0.10|0.02|R|F|1994-12-30|1995-01-16|1995-01-16|COLLECT COD|FOB|s against the carefully special multipl|
+3332|136|2|2|21|21758.73|0.08|0.04|R|F|1995-02-04|1995-01-08|1995-02-06|COLLECT COD|MAIL| quick packages sle|
+3332|134|5|3|27|27921.51|0.03|0.02|A|F|1994-12-10|1995-01-14|1994-12-11|TAKE BACK RETURN|FOB|ording to the slyly regula|
+3333|150|9|1|27|28354.05|0.06|0.08|A|F|1992-12-06|1992-10-26|1992-12-07|COLLECT COD|SHIP|s dazzle fluffil|
+3333|199|3|2|36|39570.84|0.08|0.07|R|F|1992-11-20|1992-11-06|1992-12-16|TAKE BACK RETURN|FOB|foxes sleep neve|
+3333|108|1|3|38|38307.80|0.05|0.05|A|F|1992-10-30|1992-11-03|1992-11-04|NONE|MAIL|ccounts promise bl|
+3333|113|4|4|49|49642.39|0.07|0.07|R|F|1992-10-02|1992-11-30|1992-10-12|DELIVER IN PERSON|MAIL|riously ironic r|
+3333|43|2|5|45|42436.80|0.07|0.08|A|F|1992-10-04|1992-11-08|1992-10-27|COLLECT COD|SHIP|dolites. quickly r|
+3334|187|8|1|20|21743.60|0.04|0.03|N|O|1996-05-21|1996-04-08|1996-05-26|TAKE BACK RETURN|AIR|uses nag furiously. instructions are ca|
+3334|190|1|2|7|7631.33|0.09|0.07|N|O|1996-04-28|1996-04-08|1996-05-25|NONE|SHIP|nts sublate slyly express pack|
+3335|105|10|1|13|13066.30|0.06|0.07|N|O|1996-01-20|1995-12-20|1996-02-09|COLLECT COD|REG AIR|out the special asymptotes|
+3335|31|2|2|44|40965.32|0.07|0.02|N|O|1996-01-05|1995-12-25|1996-01-18|DELIVER IN PERSON|SHIP|r packages cajole ac|
+3335|140|6|3|16|16642.24|0.01|0.06|N|O|1995-10-18|1995-12-08|1995-11-03|DELIVER IN PERSON|SHIP|g packages. carefully regular reque|
+3335|90|1|4|47|46534.23|0.10|0.03|N|O|1995-12-02|1995-11-19|1995-12-27|NONE|MAIL| quickly special ideas.|
+3360|174|4|1|31|33299.27|0.08|0.04|N|O|1998-04-24|1998-04-12|1998-05-23|COLLECT COD|REG AIR|quests. carefully even deposits wake acros|
+3360|91|3|2|29|28741.61|0.00|0.06|N|O|1998-04-15|1998-02-25|1998-05-13|TAKE BACK RETURN|FOB|press asymptotes. furiously final |
+3360|82|3|3|39|38301.12|0.08|0.03|N|O|1998-04-09|1998-04-20|1998-05-05|DELIVER IN PERSON|REG AIR|s. blithely express pinto bean|
+3360|117|7|4|29|29496.19|0.10|0.01|N|O|1998-05-19|1998-03-03|1998-06-09|TAKE BACK RETURN|FOB|hely gifts. spe|
+3360|58|6|5|4|3832.20|0.08|0.07|N|O|1998-02-27|1998-03-23|1998-03-28|COLLECT COD|SHIP|ly busy inst|
+3360|71|1|6|42|40784.94|0.04|0.01|N|O|1998-05-07|1998-04-18|1998-06-04|DELIVER IN PERSON|FOB|ages cajole. pending, |
+3361|144|5|1|6|6264.84|0.02|0.02|R|F|1992-10-02|1992-10-25|1992-10-05|DELIVER IN PERSON|FOB| packages sleep. furiously unus|
+3361|171|10|2|33|35348.61|0.01|0.02|R|F|1992-11-09|1992-10-15|1992-11-11|TAKE BACK RETURN|MAIL|uriously ironic accounts. ironic, ir|
+3361|191|5|3|31|33826.89|0.06|0.04|R|F|1992-08-29|1992-10-13|1992-09-08|NONE|FOB|ts. pending, regular accounts sleep fur|
+3362|22|5|1|14|12908.28|0.06|0.05|N|O|1995-08-01|1995-09-06|1995-08-22|NONE|FOB|even Tires|
+3362|195|6|2|41|44902.79|0.05|0.03|N|O|1995-10-31|1995-09-04|1995-11-17|COLLECT COD|REG AIR|ake alongside of the |
+3362|115|9|3|40|40604.40|0.05|0.06|N|O|1995-08-19|1995-10-17|1995-09-05|TAKE BACK RETURN|FOB|packages haggle furi|
+3362|2|7|4|3|2706.00|0.03|0.01|N|O|1995-08-26|1995-09-02|1995-09-17|NONE|SHIP|its cajole blithely excuses. de|
+3362|138|9|5|36|37372.68|0.06|0.00|N|O|1995-10-05|1995-08-28|1995-11-03|TAKE BACK RETURN|RAIL|es against the quickly permanent pint|
+3362|188|9|6|46|50056.28|0.09|0.05|N|O|1995-08-02|1995-10-12|1995-08-28|COLLECT COD|REG AIR|ly bold packages. regular deposits cajol|
+3363|10|3|1|42|38220.42|0.00|0.08|N|O|1995-11-09|1995-11-25|1995-11-15|TAKE BACK RETURN|RAIL| blithely final ideas nag after|
+3363|191|4|2|21|22914.99|0.08|0.08|N|O|1995-12-10|1995-10-28|1995-12-28|COLLECT COD|RAIL|he regular, brave deposits. f|
+3363|159|7|3|2|2118.30|0.01|0.07|N|O|1996-01-22|1995-12-01|1996-02-18|TAKE BACK RETURN|SHIP|uickly bold ide|
+3363|113|3|4|20|20262.20|0.07|0.06|N|O|1995-12-11|1995-11-15|1995-12-21|COLLECT COD|MAIL|carefully quiet excuses wake. sl|
+3363|200|4|5|4|4400.80|0.00|0.08|N|O|1995-10-30|1995-11-17|1995-11-22|COLLECT COD|FOB| ironic dependencie|
+3364|90|1|1|49|48514.41|0.03|0.05|N|O|1997-09-17|1997-08-23|1997-10-06|NONE|SHIP|d accounts? caref|
+3364|111|2|2|38|38422.18|0.02|0.02|N|O|1997-08-30|1997-09-12|1997-09-27|COLLECT COD|REG AIR| slyly express|
+3364|156|4|3|10|10561.50|0.00|0.01|N|O|1997-08-10|1997-08-24|1997-08-15|TAKE BACK RETURN|SHIP|g the accounts. final, busy accounts wi|
+3364|160|5|4|7|7421.12|0.10|0.05|N|O|1997-07-09|1997-08-01|1997-07-16|NONE|TRUCK|furiously regular ideas haggle furiously b|
+3364|81|2|5|3|2943.24|0.01|0.00|N|O|1997-10-19|1997-08-15|1997-10-28|TAKE BACK RETURN|TRUCK|c theodolites. blithely ir|
+3365|151|6|1|37|38892.55|0.02|0.08|R|F|1994-12-22|1995-02-07|1995-01-20|TAKE BACK RETURN|SHIP|requests. quickly pending instructions a|
+3365|167|2|2|37|39484.92|0.07|0.08|A|F|1994-11-24|1995-01-09|1994-11-27|NONE|REG AIR|oze blithely. furiously ironic theodolit|
+3365|115|6|3|13|13196.43|0.09|0.02|R|F|1995-02-25|1995-01-31|1995-03-16|NONE|RAIL|pths wake r|
+3365|176|4|4|49|52732.33|0.02|0.07|R|F|1995-01-03|1995-01-01|1995-01-18|COLLECT COD|MAIL|lyly unusual asymptotes. final|
+3365|16|3|5|2|1832.02|0.00|0.03|R|F|1995-02-04|1994-12-30|1995-03-06|TAKE BACK RETURN|FOB|es cajole fluffily pe|
+3365|126|5|6|24|24626.88|0.01|0.00|R|F|1995-02-27|1995-01-09|1995-03-27|DELIVER IN PERSON|REG AIR|into beans? carefully regula|
+3366|40|1|1|4|3760.16|0.07|0.01|N|O|1997-05-20|1997-06-25|1997-06-03|DELIVER IN PERSON|AIR| carefully about |
+3366|136|2|2|9|9325.17|0.00|0.08|N|O|1997-06-02|1997-07-05|1997-06-26|COLLECT COD|REG AIR|ackages sleep carefully across the bli|
+3367|41|10|1|27|25408.08|0.01|0.03|A|F|1993-04-13|1993-03-16|1993-04-26|NONE|RAIL|kly even instructions caj|
+3367|141|10|2|34|35398.76|0.04|0.08|A|F|1993-03-30|1993-02-23|1993-04-11|COLLECT COD|MAIL| accounts wake slyly |
+3367|120|7|3|38|38764.56|0.03|0.03|R|F|1993-03-13|1993-02-12|1993-03-31|NONE|RAIL|even packages sleep blithely slyly expr|
+3392|171|10|1|40|42846.80|0.01|0.01|N|O|1996-02-18|1995-12-16|1996-02-26|COLLECT COD|MAIL|ress instructions affix carefully. fur|
+3392|123|2|2|13|13300.56|0.09|0.02|N|O|1995-11-26|1996-01-17|1995-12-01|NONE|MAIL|across the fluffily bold deposits.|
+3392|127|10|3|34|34922.08|0.10|0.08|N|O|1996-01-20|1996-01-21|1996-01-24|DELIVER IN PERSON|MAIL|e carefully even braids. |
+3392|124|3|4|7|7168.84|0.08|0.05|N|O|1995-12-07|1996-01-09|1995-12-29|TAKE BACK RETURN|RAIL|as. express, final accounts dou|
+3393|117|7|1|16|16273.76|0.01|0.00|N|O|1995-07-17|1995-08-19|1995-08-04|COLLECT COD|TRUCK|uses. instructions after the blithely |
+3393|125|4|2|44|45105.28|0.08|0.04|N|O|1995-10-16|1995-08-05|1995-11-01|NONE|AIR|ld requests hag|
+3393|97|1|3|25|24927.25|0.07|0.02|N|O|1995-10-17|1995-08-12|1995-11-11|DELIVER IN PERSON|MAIL|ng excuses|
+3393|72|2|4|48|46659.36|0.06|0.06|N|O|1995-07-12|1995-09-15|1995-08-02|NONE|FOB| blithely final reques|
+3393|178|7|5|37|39892.29|0.07|0.02|N|O|1995-10-16|1995-08-19|1995-10-19|COLLECT COD|AIR|ss the slyly ironic pinto beans. ironic,|
+3393|62|7|6|17|16355.02|0.04|0.01|N|O|1995-08-15|1995-09-07|1995-09-10|COLLECT COD|MAIL|kly ironic deposits could|
+3394|155|6|1|33|34819.95|0.07|0.08|N|O|1996-08-07|1996-07-17|1996-09-02|TAKE BACK RETURN|SHIP|ideas alongside of th|
+3394|146|3|2|43|44984.02|0.08|0.03|N|O|1996-08-23|1996-07-20|1996-08-25|COLLECT COD|RAIL|hockey players. slyly regular requests afte|
+3394|88|9|3|26|25690.08|0.01|0.00|N|O|1996-08-08|1996-06-12|1996-09-05|TAKE BACK RETURN|RAIL|its use furiously. even, even account|
+3394|81|2|4|14|13735.12|0.08|0.00|N|O|1996-06-02|1996-07-02|1996-06-19|COLLECT COD|MAIL|e furiously final theodolites. furio|
+3394|127|8|5|30|30813.60|0.04|0.06|N|O|1996-05-12|1996-07-24|1996-05-19|COLLECT COD|REG AIR|t ideas according to the fluffily iro|
+3394|184|5|6|14|15178.52|0.05|0.05|N|O|1996-06-18|1996-06-24|1996-07-17|NONE|REG AIR|arefully regular do|
+3395|142|3|1|21|21884.94|0.03|0.06|R|F|1994-12-19|1995-01-13|1994-12-25|TAKE BACK RETURN|SHIP| careful dep|
+3395|36|2|2|38|35569.14|0.01|0.07|R|F|1995-01-13|1995-01-13|1995-01-25|COLLECT COD|SHIP| silent accounts are blithely|
+3395|43|4|3|43|40550.72|0.06|0.07|A|F|1994-12-13|1995-01-07|1994-12-14|COLLECT COD|AIR|ckages above the furiously regu|
+3395|122|1|4|39|39862.68|0.05|0.07|R|F|1994-12-03|1995-01-17|1994-12-10|NONE|AIR|riously unusual theodolites. fur|
+3396|128|7|1|34|34956.08|0.00|0.06|A|F|1994-05-30|1994-08-16|1994-06-11|NONE|AIR|. slyly unusual packages wak|
+3396|49|6|2|43|40808.72|0.03|0.08|A|F|1994-07-03|1994-08-09|1994-07-14|TAKE BACK RETURN|MAIL|cial packages cajole blithely around the |
+3396|138|4|3|9|9343.17|0.01|0.06|R|F|1994-07-01|1994-08-18|1994-07-21|DELIVER IN PERSON|AIR|usly special foxes. accounts wake careful|
+3396|75|3|4|32|31202.24|0.06|0.02|R|F|1994-08-07|1994-08-10|1994-09-05|COLLECT COD|TRUCK|osits are slyly. final, bold foxes s|
+3396|126|5|5|27|27705.24|0.02|0.01|A|F|1994-09-14|1994-07-26|1994-09-28|DELIVER IN PERSON|FOB| theodolites |
+3396|39|10|6|18|16902.54|0.10|0.00|A|F|1994-07-27|1994-06-26|1994-08-25|TAKE BACK RETURN|REG AIR|l requests haggle furiously along the fur|
+3396|198|2|7|31|34043.89|0.05|0.06|A|F|1994-06-07|1994-06-23|1994-06-19|TAKE BACK RETURN|REG AIR|l, express pinto beans. quic|
+3397|195|8|1|8|8761.52|0.07|0.01|A|F|1994-08-05|1994-08-11|1994-08-08|DELIVER IN PERSON|RAIL|y final foxes|
+3397|13|3|2|11|10043.11|0.00|0.07|A|F|1994-07-29|1994-09-18|1994-08-12|DELIVER IN PERSON|REG AIR|iously careful packages. s|
+3397|184|5|3|1|1084.18|0.07|0.05|R|F|1994-08-03|1994-07-30|1994-08-28|NONE|RAIL| regular packag|
+3397|86|7|4|33|32540.64|0.05|0.01|R|F|1994-09-04|1994-08-06|1994-09-22|COLLECT COD|RAIL|gular accounts. blithely re|
+3397|132|3|5|28|28899.64|0.05|0.05|R|F|1994-07-13|1994-08-26|1994-07-17|NONE|TRUCK|counts around the final reques|
+3398|173|4|1|1|1073.17|0.01|0.08|N|O|1996-11-22|1996-11-16|1996-12-09|COLLECT COD|MAIL| blithely final deposits.|
+3399|134|5|1|28|28955.64|0.09|0.05|N|O|1995-06-29|1995-05-19|1995-07-12|COLLECT COD|AIR|oggedly final theodolites grow. fi|
+3399|55|6|2|8|7640.40|0.01|0.05|A|F|1995-05-15|1995-04-19|1995-06-05|COLLECT COD|TRUCK|s use carefully carefully ir|
+3399|67|4|3|3|2901.18|0.03|0.00|N|F|1995-06-16|1995-04-04|1995-06-23|NONE|SHIP|hely pending dugouts |
+3399|14|5|4|21|19194.21|0.09|0.06|A|F|1995-03-12|1995-05-18|1995-03-28|TAKE BACK RETURN|MAIL|se final courts. exc|
+3424|181|2|1|39|42166.02|0.06|0.07|N|O|1996-11-03|1996-11-08|1996-11-23|DELIVER IN PERSON|MAIL|bits boost closely slyly p|
+3425|120|1|1|11|11221.32|0.03|0.08|N|O|1996-04-24|1996-05-29|1996-05-23|DELIVER IN PERSON|FOB|ckly final deposits use quickly?|
+3425|79|7|2|37|36225.59|0.06|0.03|N|O|1996-06-04|1996-05-09|1996-06-12|NONE|SHIP|as sleep carefully into the caref|
+3425|14|4|3|8|7312.08|0.06|0.08|N|O|1996-07-22|1996-06-07|1996-07-26|TAKE BACK RETURN|AIR|iously regular theodolites wake. s|
+3425|19|10|4|37|34003.37|0.04|0.01|N|O|1996-07-10|1996-05-10|1996-08-02|NONE|SHIP|ngside of the furiously thin dol|
+3425|79|9|5|48|46995.36|0.08|0.04|N|O|1996-04-14|1996-05-25|1996-04-23|TAKE BACK RETURN|AIR|uctions wake fluffily. care|
+3425|148|9|6|24|25155.36|0.05|0.04|N|O|1996-04-22|1996-06-24|1996-04-25|TAKE BACK RETURN|AIR|ajole blithely sl|
+3426|110|5|1|20|20202.20|0.05|0.04|N|O|1996-11-10|1996-12-24|1996-12-01|COLLECT COD|FOB|sits cajole blit|
+3426|14|4|2|19|17366.19|0.10|0.08|N|O|1996-11-02|1997-01-13|1996-11-15|DELIVER IN PERSON|RAIL|slyly special packages oug|
+3426|67|6|3|19|18374.14|0.08|0.05|N|O|1996-12-07|1996-12-15|1996-12-14|DELIVER IN PERSON|FOB|c accounts cajole carefu|
+3426|6|7|4|9|8154.00|0.09|0.05|N|O|1996-12-24|1997-01-14|1997-01-13|NONE|FOB|pecial theodolites haggle fluf|
+3426|49|6|5|31|29420.24|0.07|0.08|N|O|1996-11-11|1996-12-10|1996-12-10|DELIVER IN PERSON|SHIP| even sentiment|
+3427|54|5|1|41|39116.05|0.10|0.01|N|O|1997-09-11|1997-07-03|1997-10-04|COLLECT COD|RAIL|s the carefully|
+3427|189|10|2|24|26140.32|0.02|0.04|N|O|1997-07-01|1997-07-28|1997-07-30|NONE|SHIP|y bold, sly deposits. pendi|
+3427|139|5|3|40|41565.20|0.06|0.05|N|O|1997-06-12|1997-08-19|1997-06-23|COLLECT COD|MAIL|patterns cajole ca|
+3427|119|6|4|31|31592.41|0.08|0.04|N|O|1997-08-12|1997-07-26|1997-08-25|COLLECT COD|RAIL|s are carefull|
+3428|198|9|1|4|4392.76|0.00|0.03|N|O|1996-05-09|1996-06-13|1996-06-02|NONE|REG AIR|sly pending requests int|
+3428|118|9|2|35|35633.85|0.02|0.03|N|O|1996-05-01|1996-06-07|1996-05-20|COLLECT COD|TRUCK|ly regular pinto beans sleep|
+3428|136|7|3|47|48698.11|0.07|0.05|N|O|1996-04-16|1996-06-08|1996-05-05|NONE|REG AIR|y final pinto |
+3429|137|8|1|48|49782.24|0.06|0.02|N|O|1997-04-08|1997-03-09|1997-04-25|TAKE BACK RETURN|SHIP| haggle furiously ir|
+3429|59|7|2|15|14385.75|0.03|0.04|N|O|1997-02-04|1997-03-09|1997-03-01|TAKE BACK RETURN|TRUCK|beans are fu|
+3429|69|4|3|10|9690.60|0.05|0.07|N|O|1997-01-19|1997-02-22|1997-01-25|TAKE BACK RETURN|REG AIR|ackages. quickly e|
+3429|89|10|4|28|27694.24|0.10|0.07|N|O|1997-01-30|1997-03-18|1997-02-17|TAKE BACK RETURN|AIR|nstructions boost. thin|
+3429|165|6|5|45|47932.20|0.10|0.00|N|O|1997-04-21|1997-03-08|1997-05-05|COLLECT COD|REG AIR|ites poach a|
+3430|189|10|1|2|2178.36|0.07|0.06|R|F|1995-03-07|1995-01-28|1995-03-30|TAKE BACK RETURN|MAIL|sh furiously according to the evenly e|
+3430|81|2|2|32|31394.56|0.08|0.00|R|F|1995-01-17|1995-01-28|1995-02-06|NONE|TRUCK|egular instruction|
+3430|97|8|3|41|40880.69|0.06|0.04|R|F|1995-02-18|1995-02-21|1995-03-11|TAKE BACK RETURN|AIR|cuses. silent excuses h|
+3430|65|2|4|50|48253.00|0.01|0.00|R|F|1994-12-15|1995-03-03|1994-12-24|COLLECT COD|REG AIR|ironic theodolites. carefully regular pac|
+3430|95|9|5|5|4975.45|0.05|0.05|A|F|1995-04-02|1995-02-12|1995-04-08|DELIVER IN PERSON|FOB|even accounts haggle slyly bol|
+3430|171|10|6|15|16067.55|0.08|0.07|A|F|1995-02-01|1995-03-12|1995-02-04|COLLECT COD|SHIP|cajole around the accounts. qui|
+3430|52|7|7|23|21897.15|0.09|0.08|A|F|1995-03-06|1995-03-01|1995-03-10|COLLECT COD|MAIL|eas according to the|
+3431|180|8|1|41|44287.38|0.03|0.06|A|F|1993-09-26|1993-10-13|1993-10-22|NONE|AIR| sleep carefully ironically special|
+3456|111|8|1|34|34377.74|0.10|0.06|A|F|1993-08-29|1993-08-26|1993-09-07|TAKE BACK RETURN|SHIP|usy pinto beans b|
+3457|182|3|1|29|31383.22|0.03|0.02|R|F|1995-05-12|1995-07-13|1995-06-05|NONE|TRUCK|refully final excuses wake|
+3457|106|7|2|22|22134.20|0.06|0.01|N|O|1995-06-23|1995-06-16|1995-06-29|NONE|SHIP|packages nag furiously against|
+3457|109|2|3|7|7063.70|0.07|0.08|N|O|1995-08-14|1995-07-06|1995-08-18|COLLECT COD|SHIP| pending accounts along the|
+3457|1|2|4|24|21624.00|0.07|0.07|N|O|1995-08-03|1995-05-30|1995-08-14|TAKE BACK RETURN|REG AIR|tructions haggle alongsid|
+3457|109|4|5|42|42382.20|0.05|0.01|A|F|1995-06-12|1995-06-14|1995-06-14|COLLECT COD|MAIL|riously final instruc|
+3457|144|1|6|45|46986.30|0.08|0.01|N|O|1995-08-12|1995-07-18|1995-08-23|TAKE BACK RETURN|SHIP| packages. care|
+3457|167|4|7|9|9604.44|0.04|0.00|R|F|1995-05-29|1995-06-30|1995-06-12|DELIVER IN PERSON|FOB|quests. foxes sleep quickly|
+3458|133|4|1|48|49590.24|0.06|0.04|R|F|1995-03-17|1995-01-25|1995-03-28|TAKE BACK RETURN|AIR|iously pending dep|
+3458|50|3|2|46|43702.30|0.06|0.06|R|F|1995-03-08|1995-01-21|1995-03-10|TAKE BACK RETURN|SHIP|nod across the boldly even instruct|
+3458|143|4|3|36|37553.04|0.01|0.06|R|F|1995-04-20|1995-02-14|1995-05-09|TAKE BACK RETURN|REG AIR|s lose. blithely ironic requests boost|
+3458|16|10|4|16|14656.16|0.09|0.03|R|F|1995-03-01|1995-02-25|1995-03-06|TAKE BACK RETURN|AIR|s grow carefully. express, final grouc|
+3458|157|5|5|2|2114.30|0.09|0.03|A|F|1995-02-05|1995-02-01|1995-03-07|COLLECT COD|FOB|ironic packages haggle past the furiously |
+3458|142|1|6|6|6252.84|0.09|0.04|A|F|1995-03-10|1995-02-02|1995-03-23|TAKE BACK RETURN|AIR|dolites; regular theodolites cajole |
+3459|179|7|1|31|33454.27|0.06|0.01|A|F|1994-09-05|1994-10-20|1994-10-03|NONE|REG AIR|y regular pain|
+3459|130|9|2|30|30903.90|0.04|0.08|R|F|1994-11-22|1994-09-12|1994-12-11|NONE|REG AIR|nic theodolites; evenly i|
+3459|41|8|3|45|42346.80|0.04|0.05|A|F|1994-07-31|1994-09-09|1994-08-02|TAKE BACK RETURN|REG AIR|ntly speci|
+3459|69|10|4|10|9690.60|0.05|0.06|A|F|1994-10-06|1994-09-16|1994-11-03|TAKE BACK RETURN|REG AIR| furiously silent dolphi|
+3459|189|10|5|10|10891.80|0.02|0.02|R|F|1994-08-01|1994-10-17|1994-08-11|TAKE BACK RETURN|FOB|. blithely ironic pinto beans above|
+3460|11|1|1|40|36440.40|0.10|0.06|N|O|1995-12-28|1995-12-14|1996-01-02|NONE|REG AIR|odolites are slyly bold deposits|
+3460|74|4|2|3|2922.21|0.06|0.00|N|O|1996-01-19|1995-12-28|1996-01-31|COLLECT COD|AIR|er quickly |
+3460|35|1|3|40|37401.20|0.08|0.07|N|O|1995-10-29|1995-11-10|1995-11-24|TAKE BACK RETURN|REG AIR|o the even deposits|
+3460|95|8|4|50|49754.50|0.02|0.07|N|O|1996-01-30|1995-12-10|1996-02-06|DELIVER IN PERSON|SHIP|e slyly about the sly|
+3460|130|1|5|47|48416.11|0.08|0.05|N|O|1995-12-09|1995-11-12|1995-12-22|TAKE BACK RETURN|SHIP|es haggle slyly regular accounts. fi|
+3460|63|10|6|46|44300.76|0.03|0.07|N|O|1996-01-27|1996-01-01|1996-02-01|NONE|TRUCK|uses run among the carefully even deposits|
+3460|45|2|7|28|26461.12|0.00|0.01|N|O|1995-10-28|1995-11-13|1995-11-17|COLLECT COD|SHIP|inal, ironic instructions. carefully|
+3461|100|4|1|49|49004.90|0.06|0.06|A|F|1993-03-09|1993-04-16|1993-03-13|DELIVER IN PERSON|RAIL|ual request|
+3461|63|4|2|27|26002.62|0.06|0.06|A|F|1993-02-10|1993-03-02|1993-03-04|COLLECT COD|SHIP|ely unusual deposits. quickly ir|
+3461|39|5|3|44|41317.32|0.09|0.06|A|F|1993-05-20|1993-04-03|1993-05-27|COLLECT COD|RAIL| haggle quickly even ideas. fin|
+3461|95|7|4|41|40798.69|0.09|0.02|R|F|1993-02-19|1993-04-20|1993-02-21|NONE|TRUCK|heodolites. blithely ironi|
+3461|90|1|5|16|15841.44|0.08|0.06|A|F|1993-05-09|1993-04-29|1993-05-26|TAKE BACK RETURN|TRUCK| pending deposi|
+3461|167|2|6|24|25611.84|0.10|0.00|A|F|1993-06-01|1993-03-12|1993-06-20|TAKE BACK RETURN|MAIL|thely. carefully re|
+3462|151|3|1|4|4204.60|0.09|0.04|N|O|1997-06-12|1997-07-31|1997-06-16|COLLECT COD|RAIL|ackages. fu|
+3462|40|1|2|43|40421.72|0.08|0.03|N|O|1997-08-01|1997-07-18|1997-08-29|NONE|RAIL| carefully. final, final ideas sleep slyly|
+3462|129|4|3|6|6174.72|0.05|0.04|N|O|1997-06-02|1997-08-09|1997-06-30|NONE|RAIL|iously regular fo|
+3462|99|3|4|2|1998.18|0.09|0.07|N|O|1997-09-10|1997-08-08|1997-09-19|NONE|AIR|nic packages. even accounts alongside |
+3462|38|4|5|14|13132.42|0.01|0.02|N|O|1997-05-31|1997-07-05|1997-06-24|COLLECT COD|MAIL|yly. blithely bold theodolites wa|
+3463|61|10|1|45|43247.70|0.02|0.02|A|F|1993-10-30|1993-11-04|1993-11-08|DELIVER IN PERSON|FOB|nts are slyly |
+3463|98|1|2|43|42917.87|0.04|0.02|A|F|1993-10-28|1993-09-24|1993-11-03|DELIVER IN PERSON|FOB| across the |
+3488|160|5|1|1|1060.16|0.04|0.01|A|F|1995-03-06|1995-02-16|1995-03-23|DELIVER IN PERSON|FOB| final excuses. carefully even waters hagg|
+3488|104|9|2|48|48196.80|0.00|0.03|A|F|1995-03-29|1995-03-26|1995-04-28|COLLECT COD|SHIP|sly? final requests |
+3488|160|1|3|11|11661.76|0.03|0.08|R|F|1995-03-25|1995-02-08|1995-04-16|COLLECT COD|TRUCK|unusual re|
+3488|42|9|4|12|11304.48|0.05|0.07|R|F|1995-04-27|1995-02-16|1995-05-09|DELIVER IN PERSON|RAIL|e slyly; furiously final packages wak|
+3488|156|1|5|18|19010.70|0.09|0.06|A|F|1995-03-18|1995-03-19|1995-03-29|DELIVER IN PERSON|FOB|s the carefully r|
+3489|186|7|1|19|20637.42|0.09|0.05|A|F|1993-07-31|1993-10-26|1993-08-15|NONE|SHIP|c deposits alongside of the pending, fu|
+3489|29|4|2|46|42734.92|0.00|0.00|A|F|1993-08-02|1993-10-09|1993-08-10|TAKE BACK RETURN|TRUCK|xcuses? quickly stealthy dependenci|
+3490|92|6|1|43|42659.87|0.05|0.05|N|O|1997-08-04|1997-08-06|1997-08-14|TAKE BACK RETURN|SHIP|. even requests cajol|
+3490|86|7|2|50|49304.00|0.05|0.07|N|O|1997-06-27|1997-08-15|1997-06-28|NONE|RAIL| haggle carefu|
+3490|93|7|3|8|7944.72|0.10|0.04|N|O|1997-08-11|1997-07-25|1997-08-28|COLLECT COD|MAIL|inal deposits use furiousl|
+3491|154|2|1|28|29516.20|0.04|0.03|N|O|1998-09-29|1998-09-08|1998-10-23|COLLECT COD|FOB|ccounts. sly|
+3491|122|3|2|22|22486.64|0.08|0.02|N|O|1998-08-19|1998-08-22|1998-09-03|TAKE BACK RETURN|REG AIR| grow against the boldly pending pinto bea|
+3492|156|7|1|3|3168.45|0.02|0.08|R|F|1994-11-26|1994-12-28|1994-12-19|COLLECT COD|REG AIR|the deposits. carefully |
+3492|126|9|2|7|7182.84|0.04|0.00|R|F|1995-03-10|1995-01-03|1995-03-16|COLLECT COD|FOB|thely regular dolphi|
+3492|109|10|3|34|34309.40|0.05|0.06|A|F|1994-12-07|1994-12-29|1994-12-24|COLLECT COD|AIR| unusual requests. ir|
+3492|147|6|4|30|31414.20|0.02|0.06|A|F|1995-01-29|1995-01-02|1995-02-13|DELIVER IN PERSON|MAIL| detect furiously permanent, unusual accou|
+3492|122|1|5|47|48039.64|0.09|0.07|R|F|1995-03-24|1994-12-28|1995-03-29|NONE|REG AIR|deposits. quickly express |
+3492|22|7|6|47|43334.94|0.04|0.07|R|F|1994-12-12|1995-01-18|1994-12-26|COLLECT COD|RAIL|ronic instructions u|
+3493|93|6|1|31|30785.79|0.06|0.07|R|F|1993-10-22|1993-10-12|1993-11-07|DELIVER IN PERSON|REG AIR|ructions. slyly regular accounts across the|
+3493|132|3|2|10|10321.30|0.02|0.06|R|F|1993-08-27|1993-10-07|1993-09-23|COLLECT COD|TRUCK|hall have to integ|
+3494|117|1|1|40|40684.40|0.05|0.04|R|F|1993-07-10|1993-06-01|1993-07-25|TAKE BACK RETURN|TRUCK|lites haggle furiously about the fin|
+3494|75|6|2|23|22426.61|0.10|0.01|A|F|1993-06-19|1993-06-04|1993-07-14|NONE|FOB|osits nag |
+3494|198|2|3|40|43927.60|0.02|0.08|A|F|1993-05-30|1993-07-02|1993-06-20|TAKE BACK RETURN|MAIL|uests cajole blithely|
+3494|77|8|4|30|29312.10|0.04|0.03|R|F|1993-07-01|1993-06-08|1993-07-15|TAKE BACK RETURN|TRUCK|ns are quickly regular, |
+3495|28|3|1|20|18560.40|0.10|0.03|N|O|1996-04-24|1996-05-18|1996-05-01|TAKE BACK RETURN|RAIL|posits are carefully; forges cajole qui|
+3495|173|1|2|24|25756.08|0.05|0.02|N|O|1996-03-22|1996-04-10|1996-04-07|DELIVER IN PERSON|RAIL|ic, final pains along the even request|
+3495|199|10|3|16|17587.04|0.08|0.02|N|O|1996-03-30|1996-04-02|1996-04-12|TAKE BACK RETURN|AIR|y bold dependencies; blithely idle sautern|
+3520|28|1|1|30|27840.60|0.04|0.02|N|O|1997-11-11|1997-10-02|1997-12-06|COLLECT COD|SHIP|deas should solve blithely among the ironi|
+3520|167|4|2|38|40552.08|0.00|0.04|N|O|1997-08-14|1997-10-26|1997-09-09|NONE|RAIL|yly final packages according to the quickl|
+3520|106|9|3|5|5030.50|0.01|0.02|N|O|1997-11-13|1997-09-22|1997-12-09|NONE|MAIL|ly even ideas haggle |
+3520|64|5|4|41|39526.46|0.01|0.01|N|O|1997-08-06|1997-09-20|1997-08-20|TAKE BACK RETURN|AIR| carefully pendi|
+3520|163|10|5|35|37210.60|0.02|0.02|N|O|1997-09-16|1997-09-03|1997-09-24|DELIVER IN PERSON|FOB|s nag carefully. sometimes unusual account|
+3521|59|4|1|48|46034.40|0.09|0.03|A|F|1993-01-03|1992-12-31|1993-01-22|NONE|AIR|ses use. furiously express ideas wake f|
+3521|131|2|2|2|2062.26|0.05|0.06|R|F|1993-01-29|1992-12-20|1993-02-23|NONE|MAIL|refully duri|
+3521|178|8|3|38|40970.46|0.00|0.08|A|F|1993-02-15|1992-12-10|1993-03-10|COLLECT COD|FOB|ges hang q|
+3521|144|7|4|26|27147.64|0.02|0.08|R|F|1993-01-04|1993-01-20|1993-01-17|DELIVER IN PERSON|AIR|onic dependencies haggle. fur|
+3521|36|7|5|28|26208.84|0.10|0.01|A|F|1993-01-06|1993-01-22|1993-02-02|TAKE BACK RETURN|FOB|e slyly above the slyly final|
+3522|4|9|1|6|5424.00|0.08|0.03|A|F|1995-01-21|1994-12-09|1995-01-23|NONE|SHIP|tes snooze |
+3522|87|8|2|48|47379.84|0.00|0.03|R|F|1994-12-05|1994-10-30|1994-12-26|TAKE BACK RETURN|SHIP|ve the quickly special packages|
+3522|157|2|3|46|48628.90|0.09|0.02|A|F|1994-11-12|1994-11-30|1994-11-20|NONE|AIR|d the express, silent foxes. blit|
+3522|130|9|4|7|7210.91|0.10|0.02|A|F|1994-10-31|1994-11-19|1994-11-28|NONE|TRUCK|e stealthil|
+3522|50|9|5|27|25651.35|0.02|0.05|R|F|1994-11-29|1994-12-15|1994-12-08|COLLECT COD|REG AIR|ic tithes. car|
+3522|158|10|6|18|19046.70|0.01|0.03|A|F|1994-11-16|1994-10-29|1994-11-29|COLLECT COD|RAIL|sits wake carefully pen|
+3523|25|6|1|15|13875.30|0.06|0.02|N|O|1998-06-26|1998-05-22|1998-07-24|COLLECT COD|REG AIR|se slyly pending, sp|
+3523|133|9|2|4|4132.52|0.03|0.06|N|O|1998-05-08|1998-05-18|1998-05-25|TAKE BACK RETURN|MAIL|ts. final accounts detect furiously along |
+3523|50|7|3|24|22801.20|0.07|0.04|N|O|1998-08-02|1998-06-22|1998-08-27|COLLECT COD|FOB|ke according to the doggedly re|
+3523|192|4|4|36|39318.84|0.06|0.08|N|O|1998-05-26|1998-06-04|1998-06-25|DELIVER IN PERSON|SHIP|accounts. fluffily regu|
+3523|134|5|5|48|49638.24|0.00|0.01|N|O|1998-07-22|1998-06-25|1998-08-19|DELIVER IN PERSON|AIR| regular requests|
+3524|137|8|1|5|5185.65|0.01|0.04|R|F|1992-05-23|1992-07-25|1992-06-19|DELIVER IN PERSON|RAIL|ts whithout the bold depende|
+3524|143|6|2|17|17733.38|0.09|0.08|A|F|1992-09-01|1992-07-17|1992-09-05|DELIVER IN PERSON|FOB|g, final epitaphs about the pinto |
+3525|46|7|1|12|11352.48|0.01|0.03|N|O|1996-03-08|1996-03-18|1996-03-16|NONE|TRUCK|lar excuses wake carefull|
+3525|138|9|2|27|28029.51|0.03|0.03|N|O|1995-12-30|1996-01-23|1996-01-02|DELIVER IN PERSON|SHIP|y slyly special asymptotes|
+3525|75|5|3|31|30227.17|0.00|0.03|N|O|1996-03-08|1996-02-27|1996-03-13|COLLECT COD|TRUCK|he careful|
+3525|184|5|4|28|30357.04|0.03|0.02|N|O|1996-01-22|1996-02-08|1996-01-27|COLLECT COD|FOB| nag according |
+3526|98|9|1|11|10978.99|0.02|0.03|R|F|1995-05-23|1995-05-28|1995-05-24|NONE|TRUCK|ges. furiously regular d|
+3526|117|7|2|23|23393.53|0.03|0.04|A|F|1995-05-01|1995-05-31|1995-05-25|DELIVER IN PERSON|FOB|special, regular packages cajole. |
+3526|33|9|3|20|18660.60|0.05|0.08|N|F|1995-06-16|1995-04-26|1995-06-22|DELIVER IN PERSON|REG AIR|kages. bold, special requests detect sl|
+3527|102|7|1|47|47098.70|0.07|0.02|N|O|1997-07-14|1997-07-29|1997-07-21|DELIVER IN PERSON|RAIL|unts. express re|
+3527|26|9|2|33|30558.66|0.01|0.02|N|O|1997-09-25|1997-09-17|1997-10-12|NONE|FOB|kly alongside of |
+3527|162|7|3|50|53108.00|0.09|0.07|N|O|1997-07-17|1997-08-03|1997-07-29|DELIVER IN PERSON|SHIP|e even accounts was about th|
+3527|128|3|4|17|17478.04|0.02|0.05|N|O|1997-07-30|1997-09-01|1997-08-17|COLLECT COD|MAIL|ular instruction|
+3552|197|8|1|18|19749.42|0.01|0.07|N|O|1997-08-11|1997-07-14|1997-08-15|DELIVER IN PERSON|TRUCK|s deposits against the blithely unusual pin|
+3552|90|1|2|44|43563.96|0.01|0.00|N|O|1997-08-08|1997-06-15|1997-08-29|COLLECT COD|FOB|ns after the blithely reg|
+3552|161|6|3|36|38201.76|0.04|0.08|N|O|1997-06-29|1997-06-24|1997-07-21|COLLECT COD|TRUCK|ly regular theodolites. fin|
+3553|143|10|1|4|4172.56|0.05|0.01|R|F|1994-06-13|1994-07-10|1994-07-03|COLLECT COD|RAIL|olites boost bli|
+3553|65|4|2|26|25091.56|0.05|0.08|A|F|1994-08-06|1994-07-30|1994-08-23|DELIVER IN PERSON|MAIL|fily special p|
+3553|22|5|3|18|16596.36|0.04|0.03|A|F|1994-07-03|1994-06-30|1994-07-07|COLLECT COD|RAIL|. quickly ironic|
+3553|32|8|4|40|37281.20|0.06|0.00|A|F|1994-09-14|1994-06-26|1994-09-25|NONE|RAIL| slyly pending asymptotes against the furi|
+3553|157|2|5|36|38057.40|0.06|0.08|R|F|1994-08-12|1994-06-25|1994-09-06|DELIVER IN PERSON|TRUCK| realms. pending, bold theodolites |
+3554|175|5|1|32|34405.44|0.01|0.05|N|O|1995-09-28|1995-09-01|1995-10-07|NONE|RAIL|. blithely ironic t|
+3554|145|6|2|18|18812.52|0.03|0.00|N|O|1995-09-11|1995-08-12|1995-10-04|DELIVER IN PERSON|REG AIR| haggle. furiously fluffy requests ac|
+3554|192|3|3|41|44779.79|0.02|0.01|N|O|1995-07-13|1995-08-28|1995-07-27|DELIVER IN PERSON|MAIL|ent dependencies. sly|
+3555|166|3|1|11|11727.76|0.05|0.02|N|O|1996-09-25|1996-10-01|1996-10-03|NONE|FOB|oost caref|
+3555|79|10|2|15|14686.05|0.03|0.08|N|O|1996-07-13|1996-09-01|1996-08-02|TAKE BACK RETURN|RAIL|y across the pending a|
+3555|43|2|3|25|23576.00|0.09|0.07|N|O|1996-10-01|1996-08-23|1996-10-24|TAKE BACK RETURN|MAIL|sual packages. quickly |
+3555|5|6|4|19|17195.00|0.00|0.05|N|O|1996-09-08|1996-09-14|1996-10-01|COLLECT COD|REG AIR|leep special theodolit|
+3555|33|4|5|29|27057.87|0.07|0.04|N|O|1996-08-02|1996-09-04|1996-08-08|DELIVER IN PERSON|TRUCK|deas. carefully s|
+3555|28|3|6|33|30624.66|0.04|0.08|N|O|1996-09-20|1996-09-23|1996-10-05|TAKE BACK RETURN|AIR|fluffily regular a|
+3555|126|5|7|9|9235.08|0.07|0.02|N|O|1996-10-13|1996-10-02|1996-10-22|NONE|SHIP|are. slyly final foxes acro|
+3556|142|9|1|45|46896.30|0.05|0.06|A|F|1992-10-14|1992-12-21|1992-10-16|NONE|TRUCK|ckages boost quickl|
+3556|31|2|2|43|40034.29|0.02|0.06|R|F|1993-01-18|1992-11-09|1993-02-04|NONE|FOB|wake carefull|
+3556|87|8|3|28|27638.24|0.10|0.04|A|F|1993-01-06|1992-11-27|1993-01-16|NONE|MAIL|refully final instructions? ironic packa|
+3557|175|3|1|41|44081.97|0.01|0.07|R|F|1993-01-30|1992-12-31|1993-02-18|COLLECT COD|FOB|ideas breach c|
+3557|129|10|2|37|38077.44|0.03|0.05|R|F|1993-02-16|1993-01-05|1993-03-15|DELIVER IN PERSON|RAIL|gside of the ca|
+3558|87|8|1|8|7896.64|0.01|0.03|N|O|1996-05-31|1996-05-26|1996-06-25|COLLECT COD|AIR|? even requests sle|
+3558|10|7|2|28|25480.28|0.02|0.08|N|O|1996-06-02|1996-04-18|1996-06-24|COLLECT COD|TRUCK|l deposits |
+3558|187|8|3|3|3261.54|0.03|0.06|N|O|1996-05-19|1996-04-28|1996-05-26|DELIVER IN PERSON|RAIL|l, final deposits haggle. fina|
+3558|91|5|4|22|21803.98|0.06|0.03|N|O|1996-04-27|1996-04-19|1996-04-30|DELIVER IN PERSON|SHIP|refully ironic theodolites are fu|
+3558|29|8|5|38|35302.76|0.03|0.08|N|O|1996-05-29|1996-05-02|1996-06-09|COLLECT COD|RAIL|refully permanently iron|
+3558|72|1|6|17|16525.19|0.07|0.07|N|O|1996-03-14|1996-05-04|1996-04-05|NONE|RAIL|ithely unusual packa|
+3559|90|1|1|29|28712.61|0.00|0.07|R|F|1992-12-10|1992-12-03|1992-12-20|COLLECT COD|REG AIR|l, regular accounts wake flu|
+3584|11|8|1|4|3644.04|0.04|0.08|N|O|1997-08-16|1997-10-31|1997-08-28|DELIVER IN PERSON|TRUCK|nal packag|
+3584|160|8|2|23|24383.68|0.00|0.03|N|O|1997-09-10|1997-10-15|1997-09-30|COLLECT COD|TRUCK|l platelets until the asymptotes |
+3584|24|5|3|6|5544.12|0.03|0.06|N|O|1997-10-28|1997-11-09|1997-11-24|TAKE BACK RETURN|MAIL|deposits across the|
+3584|146|5|4|11|11507.54|0.06|0.02|N|O|1997-11-27|1997-10-15|1997-12-08|NONE|REG AIR|lithely slyly |
+3584|18|5|5|39|35802.39|0.09|0.07|N|O|1997-09-20|1997-10-31|1997-10-06|COLLECT COD|AIR|eposits. carefu|
+3585|122|1|1|21|21464.52|0.05|0.04|A|F|1994-12-04|1994-12-25|1995-01-01|TAKE BACK RETURN|TRUCK|ounts use. express, final platelets us|
+3585|19|10|2|40|36760.40|0.03|0.00|R|F|1995-01-22|1995-01-17|1995-02-07|TAKE BACK RETURN|RAIL|elets affix. even asymptotes play care|
+3585|112|2|3|11|11133.21|0.01|0.04|R|F|1995-01-04|1995-02-14|1995-01-15|NONE|MAIL|even packages|
+3585|48|1|4|33|31285.32|0.08|0.08|A|F|1994-12-14|1995-01-19|1994-12-22|NONE|RAIL|ironic dependencies serve furi|
+3585|25|8|5|13|12025.26|0.06|0.07|R|F|1995-03-15|1995-01-22|1995-03-17|DELIVER IN PERSON|AIR|ccording to the foxes. slyly iro|
+3585|94|7|6|7|6958.63|0.10|0.02|A|F|1994-12-13|1995-01-20|1995-01-05|TAKE BACK RETURN|TRUCK|dependencies sleep un|
+3585|42|1|7|45|42391.80|0.03|0.00|A|F|1995-01-20|1995-02-19|1995-02-11|DELIVER IN PERSON|MAIL|are blithely c|
+3586|194|7|1|2|2188.38|0.03|0.08|R|F|1994-02-10|1994-01-07|1994-03-03|DELIVER IN PERSON|RAIL|he even, unusual decoy|
+3586|84|5|2|29|28538.32|0.04|0.07|R|F|1994-03-06|1994-03-02|1994-03-13|DELIVER IN PERSON|RAIL| slyly unusual i|
+3586|58|3|3|2|1916.10|0.03|0.06|R|F|1994-03-22|1994-02-20|1994-04-08|NONE|REG AIR|unts. slyly final ideas agai|
+3586|84|5|4|33|32474.64|0.06|0.01|R|F|1994-01-24|1994-02-09|1994-02-07|NONE|TRUCK|refully across the fur|
+3586|108|1|5|8|8064.80|0.06|0.02|A|F|1994-03-29|1994-02-26|1994-04-02|NONE|FOB|theodolites hagg|
+3586|99|1|6|8|7992.72|0.09|0.01|A|F|1994-03-18|1994-01-17|1994-04-06|DELIVER IN PERSON|RAIL| ironic pinto beans cajole carefully theo|
+3586|123|4|7|33|33762.96|0.05|0.04|A|F|1994-02-11|1994-01-15|1994-03-03|NONE|REG AIR|iously regular pinto beans integrate|
+3587|197|10|1|5|5485.95|0.09|0.07|N|O|1996-09-03|1996-07-05|1996-09-11|DELIVER IN PERSON|SHIP|ithely regular decoys above the |
+3587|132|8|2|48|49542.24|0.00|0.03|N|O|1996-08-02|1996-07-02|1996-08-05|TAKE BACK RETURN|MAIL|beans. blithely final depe|
+3587|151|3|3|36|37841.40|0.05|0.05|N|O|1996-07-26|1996-06-16|1996-08-23|TAKE BACK RETURN|MAIL|ully regular excuse|
+3587|124|9|4|31|31747.72|0.03|0.01|N|O|1996-07-21|1996-07-01|1996-07-23|COLLECT COD|SHIP|press fluffily regul|
+3587|70|7|5|12|11640.84|0.06|0.03|N|O|1996-08-30|1996-07-04|1996-09-22|DELIVER IN PERSON|RAIL|g the even pinto beans. special,|
+3587|107|2|6|16|16113.60|0.01|0.03|N|O|1996-05-11|1996-06-19|1996-06-04|COLLECT COD|FOB|y ruthless dolphins to |
+3587|74|2|7|23|22403.61|0.07|0.05|N|O|1996-08-30|1996-07-01|1996-09-10|COLLECT COD|FOB|l multipliers sleep theodolites-- slyly |
+3588|91|5|1|28|27750.52|0.04|0.08|R|F|1995-05-03|1995-05-03|1995-05-14|DELIVER IN PERSON|TRUCK|special pinto beans cajole slyly. slyly |
+3588|88|9|2|6|5928.48|0.06|0.08|A|F|1995-04-09|1995-05-30|1995-04-10|TAKE BACK RETURN|MAIL|s. fluffily fluf|
+3588|159|10|3|45|47661.75|0.04|0.02|R|F|1995-05-07|1995-05-04|1995-05-28|TAKE BACK RETURN|TRUCK|ecial pains integrate blithely. reques|
+3588|127|10|4|22|22596.64|0.05|0.00|A|F|1995-04-08|1995-05-06|1995-04-27|NONE|RAIL|inal accounts. pending, bo|
+3588|55|3|5|28|26741.40|0.03|0.03|A|F|1995-04-23|1995-05-25|1995-04-28|DELIVER IN PERSON|TRUCK| express sheaves. unusual theodo|
+3588|110|3|6|37|37374.07|0.08|0.04|N|F|1995-06-17|1995-05-25|1995-06-24|TAKE BACK RETURN|RAIL|xcuses sleep quickly along th|
+3588|39|5|7|46|43195.38|0.08|0.07|A|F|1995-06-06|1995-05-08|1995-06-08|NONE|AIR| slyly ironic deposits sublate ab|
+3589|37|3|1|42|39355.26|0.08|0.08|R|F|1994-08-11|1994-07-17|1994-08-23|DELIVER IN PERSON|AIR|he blithely unusual pac|
+3590|176|6|1|10|10761.70|0.08|0.00|N|O|1995-07-17|1995-06-26|1995-08-12|TAKE BACK RETURN|SHIP|t the quickly ironic|
+3590|95|6|2|19|18906.71|0.03|0.03|N|O|1995-08-02|1995-06-20|1995-08-08|NONE|SHIP|special pinto beans. blithely reg|
+3590|96|9|3|43|42831.87|0.07|0.06|N|O|1995-07-12|1995-07-25|1995-07-16|DELIVER IN PERSON|SHIP|s could have to use|
+3590|56|8|4|26|24857.30|0.01|0.03|N|O|1995-07-08|1995-06-17|1995-08-02|DELIVER IN PERSON|SHIP|arefully along th|
+3590|191|2|5|37|40374.03|0.00|0.08|N|O|1995-09-01|1995-06-29|1995-09-10|NONE|SHIP|ccounts above the silent waters thrash f|
+3590|119|10|6|31|31592.41|0.03|0.01|N|O|1995-06-24|1995-07-12|1995-06-25|DELIVER IN PERSON|REG AIR|ve furiously final instructions. slyly regu|
+3590|194|7|7|44|48144.36|0.05|0.04|N|F|1995-06-07|1995-06-15|1995-06-27|NONE|MAIL|s sleep after the regular platelets. blit|
+3591|29|8|1|21|19509.42|0.03|0.03|A|F|1994-02-25|1994-02-02|1994-03-05|DELIVER IN PERSON|TRUCK|structions against |
+3591|69|6|2|24|23257.44|0.04|0.04|R|F|1993-12-26|1994-01-07|1994-01-25|COLLECT COD|FOB|ages. slyly regular dependencies cajo|
+3591|164|9|3|4|4256.64|0.01|0.03|A|F|1994-04-04|1994-02-19|1994-05-02|DELIVER IN PERSON|RAIL|he final packages. deposits serve quick|
+3591|153|4|4|49|51604.35|0.01|0.00|A|F|1994-03-21|1994-01-26|1994-03-28|COLLECT COD|AIR| mold slyly. bl|
+3616|197|9|1|30|32915.70|0.01|0.00|A|F|1994-05-05|1994-04-24|1994-05-12|TAKE BACK RETURN|FOB|ly ironic accounts unwind b|
+3616|138|9|2|28|29067.64|0.08|0.06|R|F|1994-02-20|1994-04-18|1994-03-05|DELIVER IN PERSON|REG AIR|ironic packages. furiously ev|
+3617|117|8|1|46|46787.06|0.03|0.02|N|O|1996-05-19|1996-05-14|1996-06-11|NONE|RAIL|ar theodolites. regu|
+3617|98|9|2|16|15969.44|0.05|0.02|N|O|1996-05-08|1996-06-03|1996-05-19|COLLECT COD|RAIL| slyly on th|
+3617|98|2|3|32|31938.88|0.00|0.06|N|O|1996-04-20|1996-06-07|1996-05-19|DELIVER IN PERSON|MAIL|uriously against the express accounts. ex|
+3617|41|10|4|22|20702.88|0.10|0.05|N|O|1996-07-11|1996-05-02|1996-07-25|NONE|REG AIR|uffily even accounts. packages sleep blithe|
+3617|137|8|5|11|11408.43|0.08|0.05|N|O|1996-07-16|1996-04-23|1996-07-28|COLLECT COD|MAIL|ly quickly even requests. final|
+3618|140|1|1|38|39525.32|0.08|0.00|N|O|1997-12-22|1998-02-23|1998-01-03|TAKE BACK RETURN|TRUCK|nts haggle fluffily above the regular |
+3618|144|5|2|48|50118.72|0.04|0.00|N|O|1998-03-12|1998-02-13|1998-03-29|DELIVER IN PERSON|TRUCK|tructions atop the ironi|
+3618|63|2|3|24|23113.44|0.01|0.04|N|O|1998-01-26|1998-01-15|1998-02-17|TAKE BACK RETURN|AIR|xpress acc|
+3618|161|2|4|26|27590.16|0.01|0.05|N|O|1998-03-23|1998-01-24|1998-04-15|DELIVER IN PERSON|AIR|iously regular deposits cajole ruthless|
+3619|96|7|1|49|48808.41|0.01|0.08|N|O|1997-01-22|1996-12-21|1997-02-17|TAKE BACK RETURN|MAIL| waters. furiously even deposits |
+3619|116|10|2|27|27434.97|0.08|0.04|N|O|1996-12-12|1997-01-18|1996-12-18|TAKE BACK RETURN|SHIP|pecial accounts haggle care|
+3619|48|7|3|46|43609.84|0.08|0.03|N|O|1997-01-31|1997-01-27|1997-02-11|NONE|SHIP|press, expres|
+3619|93|6|4|18|17875.62|0.04|0.02|N|O|1997-03-18|1996-12-24|1997-03-21|COLLECT COD|AIR|eodolites |
+3619|120|10|5|38|38764.56|0.05|0.08|N|O|1996-12-08|1997-02-03|1997-01-07|NONE|RAIL|theodolites detect abo|
+3619|152|3|6|43|45242.45|0.01|0.01|N|O|1997-01-25|1997-01-06|1997-02-07|COLLECT COD|RAIL| bold, even|
+3620|59|7|1|41|39321.05|0.03|0.08|N|O|1997-03-21|1997-04-20|1997-03-30|COLLECT COD|FOB|t attainments cajole qui|
+3620|167|4|2|16|17074.56|0.00|0.06|N|O|1997-05-17|1997-05-08|1997-06-03|COLLECT COD|SHIP|s. even, pending in|
+3621|17|8|1|29|26593.29|0.02|0.06|A|F|1993-08-03|1993-07-08|1993-08-10|DELIVER IN PERSON|FOB|al requests. fl|
+3621|93|5|2|13|12910.17|0.09|0.04|R|F|1993-08-30|1993-06-30|1993-09-01|NONE|REG AIR|r the unusual packages. brave theodoli|
+3621|164|9|3|45|47887.20|0.07|0.07|R|F|1993-08-09|1993-06-18|1993-09-05|DELIVER IN PERSON|AIR| doubt about the bold deposits. carefully|
+3621|44|3|4|20|18880.80|0.05|0.04|R|F|1993-05-27|1993-07-04|1993-06-22|TAKE BACK RETURN|SHIP|gular accounts use carefully with|
+3622|175|6|1|47|50532.99|0.09|0.00|N|O|1996-02-24|1996-02-22|1996-03-12|TAKE BACK RETURN|TRUCK|are careful|
+3622|89|10|2|4|3956.32|0.04|0.04|N|O|1996-02-03|1996-02-19|1996-02-16|TAKE BACK RETURN|TRUCK|lithely brave foxes. furi|
+3622|190|1|3|46|50148.74|0.07|0.07|N|O|1995-12-18|1996-01-23|1996-01-12|TAKE BACK RETURN|AIR|sits wake. blithe|
+3622|177|8|4|9|9694.53|0.08|0.05|N|O|1995-12-12|1996-02-09|1995-12-13|TAKE BACK RETURN|SHIP|arefully. furiously regular ideas n|
+3623|80|10|1|32|31362.56|0.05|0.00|N|O|1997-04-18|1997-03-15|1997-05-09|COLLECT COD|SHIP| courts. furiously regular ideas b|
+3623|117|4|2|33|33564.63|0.08|0.01|N|O|1997-03-17|1997-02-13|1997-04-02|TAKE BACK RETURN|TRUCK|odolites. blithely spe|
+3623|24|7|3|21|19404.42|0.02|0.02|N|O|1997-01-19|1997-03-18|1997-01-24|NONE|FOB|ress ideas are furio|
+3623|165|2|4|42|44736.72|0.05|0.06|N|O|1997-01-11|1997-03-24|1997-01-21|COLLECT COD|RAIL|g to the slyly regular packa|
+3623|88|9|5|30|29642.40|0.10|0.04|N|O|1997-04-04|1997-03-03|1997-05-01|NONE|RAIL| ironic somas sleep fluffily|
+3623|186|7|6|7|7603.26|0.01|0.02|N|O|1997-01-05|1997-03-26|1997-01-26|NONE|TRUCK|aves. slyly special packages cajole. fu|
+3623|140|6|7|13|13521.82|0.03|0.08|N|O|1997-01-02|1997-02-26|1997-01-26|DELIVER IN PERSON|SHIP|deas. furiously expres|
+3648|144|5|1|16|16706.24|0.02|0.06|A|F|1993-08-14|1993-08-14|1993-08-15|COLLECT COD|FOB|s nag packages.|
+3648|105|2|2|30|30153.00|0.00|0.01|R|F|1993-08-31|1993-09-06|1993-09-06|DELIVER IN PERSON|FOB| above the somas boost furious|
+3648|46|7|3|34|32165.36|0.10|0.00|A|F|1993-08-21|1993-07-25|1993-09-15|DELIVER IN PERSON|FOB| deposits are furiously. careful, |
+3648|13|10|4|16|14608.16|0.06|0.03|R|F|1993-07-27|1993-08-26|1993-08-24|DELIVER IN PERSON|FOB|uriously stealthy deposits haggle furi|
+3648|117|7|5|25|25427.75|0.06|0.03|R|F|1993-08-15|1993-08-25|1993-09-09|TAKE BACK RETURN|TRUCK|s requests. silent asymp|
+3648|169|10|6|14|14968.24|0.08|0.06|R|F|1993-10-02|1993-08-26|1993-10-09|COLLECT COD|AIR|sly pending excuses. carefully i|
+3648|195|6|7|49|53664.31|0.09|0.03|R|F|1993-06-27|1993-07-27|1993-07-24|TAKE BACK RETURN|FOB|egular instructions. slyly regular pinto|
+3649|5|6|1|25|22625.00|0.10|0.04|A|F|1994-10-27|1994-08-23|1994-11-05|TAKE BACK RETURN|TRUCK|special re|
+3649|89|10|2|23|22748.84|0.08|0.00|R|F|1994-09-26|1994-10-01|1994-09-28|NONE|REG AIR|rs promise blithe|
+3649|70|7|3|14|13580.98|0.02|0.04|A|F|1994-09-19|1994-08-17|1994-10-12|DELIVER IN PERSON|TRUCK|ithely bold accounts wake |
+3649|76|4|4|40|39042.80|0.00|0.08|R|F|1994-07-20|1994-08-30|1994-08-14|TAKE BACK RETURN|RAIL|luffy somas sleep quickly-- ironic de|
+3649|100|1|5|24|24002.40|0.05|0.03|A|F|1994-07-07|1994-08-20|1994-07-27|TAKE BACK RETURN|FOB|c accounts. quickly final theodo|
+3649|122|3|6|3|3066.36|0.10|0.04|A|F|1994-07-17|1994-08-10|1994-08-03|NONE|FOB|lly bold requests nag; |
+3650|136|2|1|30|31083.90|0.10|0.00|A|F|1992-08-26|1992-07-05|1992-09-01|DELIVER IN PERSON|SHIP|ckly special platelets. furiously sil|
+3650|128|9|2|43|44209.16|0.05|0.05|A|F|1992-09-07|1992-08-12|1992-09-10|COLLECT COD|TRUCK|gside of the quick|
+3650|2|9|3|1|902.00|0.04|0.06|A|F|1992-06-23|1992-07-18|1992-07-08|NONE|REG AIR|re about the pinto |
+3650|63|2|4|31|29854.86|0.10|0.08|R|F|1992-06-15|1992-07-01|1992-07-15|DELIVER IN PERSON|RAIL| against the ironic accounts cajol|
+3650|187|8|5|19|20656.42|0.05|0.04|R|F|1992-08-29|1992-08-09|1992-09-21|DELIVER IN PERSON|AIR|y even forges. fluffily furious accounts|
+3650|94|8|6|27|26840.43|0.07|0.08|A|F|1992-07-03|1992-07-23|1992-07-13|COLLECT COD|MAIL|ular requests snooze fluffily regular pi|
+3650|70|7|7|43|41713.01|0.10|0.07|A|F|1992-06-25|1992-07-09|1992-07-22|DELIVER IN PERSON|RAIL|structions use caref|
+3651|19|9|1|20|18380.20|0.01|0.04|N|O|1998-06-10|1998-06-06|1998-06-23|NONE|SHIP|tect quickly among the r|
+3651|155|7|2|24|25323.60|0.09|0.04|N|O|1998-06-22|1998-07-17|1998-07-10|DELIVER IN PERSON|RAIL|excuses haggle according to th|
+3651|113|10|3|41|41537.51|0.00|0.05|N|O|1998-05-10|1998-07-09|1998-05-13|NONE|RAIL|blithely. furiously |
+3651|110|5|4|27|27272.97|0.05|0.03|N|O|1998-05-03|1998-06-30|1998-05-05|DELIVER IN PERSON|RAIL| sleep blithely furiously do|
+3652|180|8|1|24|25924.32|0.05|0.03|N|O|1997-06-07|1997-04-07|1997-06-12|COLLECT COD|MAIL|the final p|
+3652|137|8|2|37|38373.81|0.02|0.05|N|O|1997-05-11|1997-04-06|1997-06-05|COLLECT COD|MAIL|osits haggle carefu|
+3652|163|8|3|39|41463.24|0.01|0.02|N|O|1997-03-10|1997-04-03|1997-03-21|NONE|REG AIR|y express instructions. un|
+3652|80|9|4|1|980.08|0.01|0.04|N|O|1997-04-20|1997-05-03|1997-05-18|DELIVER IN PERSON|SHIP| bold dependencies sublate. r|
+3653|145|4|1|38|39715.32|0.08|0.05|A|F|1994-06-26|1994-05-13|1994-07-13|NONE|REG AIR|ainst the |
+3653|64|1|2|29|27957.74|0.07|0.01|A|F|1994-04-11|1994-06-11|1994-04-29|COLLECT COD|RAIL|ording to the special, final|
+3653|181|2|3|17|18380.06|0.09|0.03|R|F|1994-06-24|1994-06-02|1994-07-17|DELIVER IN PERSON|RAIL|gle slyly regular|
+3653|186|7|4|9|9775.62|0.10|0.07|R|F|1994-04-03|1994-05-19|1994-04-10|COLLECT COD|FOB|slyly silent account|
+3653|188|9|5|41|44615.38|0.08|0.01|A|F|1994-06-18|1994-05-18|1994-06-20|COLLECT COD|RAIL|onic packages affix sly|
+3653|43|4|6|9|8487.36|0.05|0.03|A|F|1994-07-21|1994-05-31|1994-08-17|NONE|MAIL|tes: blithely bo|
+3653|49|6|7|2|1898.08|0.06|0.03|R|F|1994-06-02|1994-05-31|1994-06-29|NONE|FOB|n accounts. fina|
+3654|165|2|1|46|48997.36|0.08|0.05|A|F|1992-06-05|1992-08-19|1992-06-06|DELIVER IN PERSON|FOB|usly regular foxes. furio|
+3654|93|4|2|29|28799.61|0.07|0.06|A|F|1992-09-11|1992-07-20|1992-10-04|DELIVER IN PERSON|FOB|odolites detect. quickly r|
+3654|2|7|3|37|33374.00|0.07|0.05|A|F|1992-09-22|1992-07-20|1992-10-19|TAKE BACK RETURN|RAIL|unts doze bravely ab|
+3654|168|9|4|11|11749.76|0.08|0.00|A|F|1992-07-20|1992-07-30|1992-07-23|TAKE BACK RETURN|SHIP|quickly along the express, ironic req|
+3654|94|5|5|34|33799.06|0.04|0.00|R|F|1992-07-26|1992-08-26|1992-08-12|TAKE BACK RETURN|REG AIR| the quick|
+3654|107|4|6|20|20142.00|0.03|0.02|A|F|1992-07-30|1992-07-05|1992-08-05|COLLECT COD|SHIP|s sleep about the slyly |
+3654|173|1|7|45|48292.65|0.01|0.07|A|F|1992-09-15|1992-07-04|1992-09-20|DELIVER IN PERSON|FOB|sly ironic notornis nag slyly|
+3655|184|5|1|5|5420.90|0.03|0.04|R|F|1993-01-17|1992-12-31|1993-01-23|DELIVER IN PERSON|TRUCK|riously bold pinto be|
+3655|97|10|2|1|997.09|0.10|0.06|R|F|1992-10-24|1992-12-18|1992-11-07|DELIVER IN PERSON|AIR|arefully slow pinto beans are|
+3655|30|5|3|35|32551.05|0.01|0.04|R|F|1992-12-20|1992-11-16|1993-01-15|TAKE BACK RETURN|MAIL|blithely even accounts! furiously regular|
+3655|72|3|4|35|34022.45|0.04|0.07|R|F|1992-10-17|1992-12-23|1992-10-28|COLLECT COD|MAIL|ng foxes cajole fluffily slyly final fo|
+3680|177|6|1|48|51704.16|0.00|0.06|R|F|1993-01-16|1993-01-23|1993-01-19|COLLECT COD|FOB|packages. quickly fluff|
+3680|5|8|2|41|37105.00|0.00|0.04|A|F|1993-01-06|1993-03-02|1993-01-08|NONE|FOB|iously ironic platelets in|
+3680|56|4|3|33|31549.65|0.09|0.08|R|F|1993-03-16|1993-02-19|1993-04-05|NONE|FOB|ts. ironic, fina|
+3681|106|9|1|35|35213.50|0.03|0.08|R|F|1992-07-31|1992-05-18|1992-08-07|COLLECT COD|FOB|lyly special pinto |
+3682|61|10|1|6|5766.36|0.07|0.02|N|O|1997-05-06|1997-04-04|1997-05-11|NONE|AIR|ronic deposits wake slyly. ca|
+3682|116|7|2|18|18289.98|0.06|0.06|N|O|1997-04-30|1997-03-21|1997-05-10|NONE|FOB|regular dependencies|
+3682|47|10|3|17|16099.68|0.03|0.05|N|O|1997-02-12|1997-04-04|1997-02-22|COLLECT COD|FOB|, ironic packages wake a|
+3682|57|5|4|30|28711.50|0.09|0.05|N|O|1997-04-16|1997-04-16|1997-04-29|NONE|MAIL|he requests cajole quickly pending package|
+3683|101|4|1|35|35038.50|0.05|0.03|A|F|1993-05-31|1993-04-17|1993-06-14|NONE|SHIP| the furiously expr|
+3683|49|8|2|41|38910.64|0.01|0.06|A|F|1993-03-26|1993-05-06|1993-04-09|NONE|TRUCK|ress instructions. slyly express a|
+3683|100|3|3|23|23002.30|0.00|0.08|R|F|1993-07-02|1993-05-16|1993-07-30|NONE|TRUCK|xpress accounts sleep slyly re|
+3684|126|7|1|48|49253.76|0.04|0.06|A|F|1993-08-20|1993-09-02|1993-09-10|DELIVER IN PERSON|REG AIR|its boost alongside|
+3684|46|7|2|6|5676.24|0.06|0.08|R|F|1993-08-09|1993-10-05|1993-09-06|DELIVER IN PERSON|FOB|he silent requests. packages sleep fu|
+3684|163|8|3|19|20200.04|0.04|0.02|A|F|1993-10-19|1993-08-25|1993-11-02|COLLECT COD|FOB|e slyly carefully pending foxes. d|
+3684|135|1|4|13|13456.69|0.02|0.05|A|F|1993-07-23|1993-09-16|1993-08-06|NONE|TRUCK|ing, unusual pinto beans! thinly p|
+3685|47|4|1|37|35040.48|0.02|0.03|R|F|1992-03-11|1992-04-09|1992-04-05|DELIVER IN PERSON|TRUCK|ress attai|
+3685|58|6|2|7|6706.35|0.05|0.00|R|F|1992-05-16|1992-02-23|1992-05-17|DELIVER IN PERSON|FOB|sits. special asymptotes about the r|
+3685|134|5|3|38|39296.94|0.08|0.03|A|F|1992-05-17|1992-03-16|1992-06-06|TAKE BACK RETURN|TRUCK|thely unusual pack|
+3685|192|5|4|39|42595.41|0.10|0.05|R|F|1992-02-19|1992-04-06|1992-03-02|COLLECT COD|FOB|ic courts nag carefully after the |
+3685|56|7|5|37|35373.85|0.00|0.01|A|F|1992-03-02|1992-04-10|1992-03-04|NONE|FOB|. carefully sly requests are regular, regu|
+3686|122|5|1|7|7154.84|0.02|0.04|N|O|1998-07-15|1998-08-22|1998-07-30|DELIVER IN PERSON|TRUCK| furiously unusual accou|
+3686|200|2|2|38|41807.60|0.06|0.03|N|O|1998-09-04|1998-08-11|1998-09-19|DELIVER IN PERSON|AIR|y silent foxes! carefully ruthless cour|
+3686|45|6|3|31|29296.24|0.10|0.06|N|O|1998-09-09|1998-08-28|1998-10-09|COLLECT COD|MAIL|gle across the courts. furiously regu|
+3686|117|1|4|7|7119.77|0.10|0.01|N|O|1998-07-16|1998-09-02|1998-07-22|NONE|FOB|ake carefully carefully q|
+3687|145|4|1|32|33444.48|0.03|0.06|R|F|1993-05-07|1993-04-05|1993-05-25|DELIVER IN PERSON|AIR|deas cajole fo|
+3687|81|2|2|2|1962.16|0.00|0.08|R|F|1993-02-23|1993-03-25|1993-03-11|NONE|TRUCK| express requests. slyly regular depend|
+3687|174|4|3|10|10741.70|0.01|0.02|A|F|1993-02-11|1993-03-22|1993-03-09|NONE|FOB|ing pinto beans|
+3687|162|9|4|19|20181.04|0.02|0.05|A|F|1993-05-14|1993-04-24|1993-06-01|DELIVER IN PERSON|MAIL|ly final asymptotes according to t|
+3687|119|9|5|31|31592.41|0.07|0.08|A|F|1993-05-28|1993-03-20|1993-06-05|DELIVER IN PERSON|FOB|foxes cajole quickly about the furiously f|
+3712|141|4|1|27|28110.78|0.01|0.05|R|F|1992-02-01|1992-02-26|1992-03-02|TAKE BACK RETURN|SHIP|ctions. even accounts haggle alongside |
+3712|185|6|2|13|14107.34|0.03|0.03|R|F|1992-04-30|1992-02-11|1992-05-30|DELIVER IN PERSON|FOB|s around the furiously ironic account|
+3712|64|1|3|44|42418.64|0.01|0.01|A|F|1992-03-26|1992-02-19|1992-04-18|TAKE BACK RETURN|FOB|ously permanently regular req|
+3712|148|7|4|38|39829.32|0.01|0.06|A|F|1992-01-15|1992-03-24|1992-01-27|COLLECT COD|RAIL|s nag carefully-- even, reg|
+3713|112|6|1|41|41496.51|0.07|0.08|N|O|1998-05-11|1998-07-17|1998-05-22|COLLECT COD|RAIL|eposits wake blithely fina|
+3713|177|7|2|19|20466.23|0.04|0.04|N|O|1998-06-25|1998-07-24|1998-07-08|DELIVER IN PERSON|AIR|tructions serve blithely around the furi|
+3713|180|1|3|19|20523.42|0.03|0.02|N|O|1998-05-19|1998-07-06|1998-06-09|DELIVER IN PERSON|REG AIR|quests cajole careful|
+3713|169|10|4|45|48112.20|0.06|0.04|N|O|1998-06-15|1998-07-30|1998-07-14|DELIVER IN PERSON|MAIL|al pinto beans affix after the slyly |
+3713|90|1|5|46|45544.14|0.10|0.04|N|O|1998-08-22|1998-06-27|1998-08-31|NONE|MAIL|totes. carefully special theodolites s|
+3713|182|3|6|29|31383.22|0.09|0.03|N|O|1998-08-04|1998-06-13|1998-08-21|NONE|RAIL|the regular dugouts wake furiously sil|
+3713|130|1|7|14|14421.82|0.04|0.00|N|O|1998-07-19|1998-07-02|1998-07-28|DELIVER IN PERSON|SHIP|eposits impress according|
+3714|69|6|1|13|12597.78|0.07|0.03|N|O|1998-06-26|1998-06-17|1998-07-07|TAKE BACK RETURN|REG AIR| the furiously final|
+3714|146|3|2|14|14645.96|0.02|0.05|N|O|1998-05-30|1998-06-30|1998-05-31|DELIVER IN PERSON|RAIL|ending ideas. thinly unusual theodo|
+3714|159|10|3|16|16946.40|0.00|0.02|N|O|1998-05-25|1998-07-07|1998-06-17|TAKE BACK RETURN|AIR|ccounts cajole fu|
+3714|30|9|4|44|40921.32|0.04|0.02|N|O|1998-07-18|1998-07-10|1998-07-22|DELIVER IN PERSON|AIR|s. quickly ironic dugouts sublat|
+3715|97|1|1|13|12962.17|0.00|0.03|N|O|1996-05-11|1996-04-25|1996-06-09|TAKE BACK RETURN|SHIP|e quickly ironic|
+3715|169|6|2|16|17106.56|0.01|0.06|N|O|1996-06-28|1996-04-22|1996-06-30|TAKE BACK RETURN|AIR|usly regular pearls haggle final packages|
+3715|12|3|3|37|33744.37|0.05|0.02|N|O|1996-05-03|1996-04-30|1996-05-17|NONE|SHIP|ut the carefully expr|
+3716|32|8|1|10|9320.30|0.09|0.04|N|O|1997-12-02|1997-11-09|1997-12-14|TAKE BACK RETURN|SHIP|ts. quickly sly ideas slee|
+3716|194|5|2|39|42673.41|0.02|0.08|N|O|1997-11-27|1997-10-23|1997-12-24|COLLECT COD|REG AIR|even deposits.|
+3716|107|8|3|42|42298.20|0.02|0.08|N|O|1997-12-03|1997-10-12|1997-12-15|NONE|TRUCK| of the pend|
+3716|165|10|4|19|20238.04|0.05|0.08|N|O|1997-09-25|1997-10-18|1997-10-12|NONE|TRUCK|arefully unusual accounts. flu|
+3716|182|3|5|25|27054.50|0.06|0.05|N|O|1997-11-23|1997-10-24|1997-11-24|COLLECT COD|REG AIR|fully unusual accounts. carefu|
+3717|153|8|1|45|47391.75|0.07|0.04|N|O|1998-08-09|1998-08-18|1998-08-14|TAKE BACK RETURN|TRUCK|ests wake whithout the blithely final pl|
+3717|53|5|2|3|2859.15|0.01|0.07|N|O|1998-06-09|1998-07-31|1998-06-14|NONE|REG AIR|nside the regular packages sleep|
+3717|196|7|3|45|49328.55|0.05|0.08|N|O|1998-09-19|1998-07-22|1998-09-28|DELIVER IN PERSON|MAIL|s the blithely unu|
+3717|69|6|4|5|4845.30|0.06|0.03|N|O|1998-09-02|1998-08-20|1998-09-26|TAKE BACK RETURN|AIR|quickly among |
+3717|16|7|5|7|6412.07|0.09|0.02|N|O|1998-09-08|1998-07-18|1998-09-10|DELIVER IN PERSON|RAIL| after the packa|
+3717|64|1|6|38|36634.28|0.01|0.07|N|O|1998-07-10|1998-07-08|1998-07-29|COLLECT COD|RAIL|ly about the car|
+3717|106|7|7|28|28170.80|0.03|0.01|N|O|1998-07-25|1998-08-12|1998-08-16|COLLECT COD|RAIL|ts sleep q|
+3718|21|10|1|40|36840.80|0.01|0.04|N|O|1996-11-20|1996-12-17|1996-12-03|DELIVER IN PERSON|MAIL|out the express deposits|
+3718|163|8|2|16|17010.56|0.02|0.06|N|O|1996-11-11|1996-12-25|1996-11-12|COLLECT COD|TRUCK|slyly even accounts. blithely special acco|
+3718|70|5|3|8|7760.56|0.05|0.03|N|O|1996-12-06|1996-12-06|1996-12-15|TAKE BACK RETURN|AIR| the even deposits sleep carefully b|
+3719|22|5|1|35|32270.70|0.06|0.08|N|O|1997-06-11|1997-04-03|1997-06-15|TAKE BACK RETURN|TRUCK|ly foxes. pending braids haggle furio|
+3719|174|4|2|2|2148.34|0.02|0.08|N|O|1997-02-17|1997-04-25|1997-03-03|NONE|REG AIR|ccounts boost carefu|
+3719|182|3|3|12|12986.16|0.05|0.06|N|O|1997-06-10|1997-05-04|1997-07-09|TAKE BACK RETURN|REG AIR|grate according to the |
+3719|90|1|4|13|12871.17|0.02|0.00|N|O|1997-05-03|1997-04-16|1997-05-27|TAKE BACK RETURN|SHIP|iously. regular dep|
+3719|78|8|5|19|18583.33|0.06|0.08|N|O|1997-05-22|1997-03-20|1997-06-12|COLLECT COD|TRUCK|he regular ideas integrate acros|
+3719|142|5|6|43|44812.02|0.03|0.08|N|O|1997-05-08|1997-04-15|1997-06-06|COLLECT COD|RAIL|the furiously special pinto bean|
+3719|19|10|7|16|14704.16|0.10|0.01|N|O|1997-03-02|1997-03-18|1997-03-28|TAKE BACK RETURN|RAIL| express asymptotes. ir|
+3744|195|8|1|30|32855.70|0.05|0.06|A|F|1992-05-07|1992-02-12|1992-05-17|TAKE BACK RETURN|FOB|nts among |
+3745|137|8|1|18|18668.34|0.01|0.05|A|F|1993-10-17|1993-11-16|1993-11-13|DELIVER IN PERSON|SHIP| slyly bold pinto beans according to |
+3746|165|6|1|37|39410.92|0.07|0.00|A|F|1994-12-29|1994-10-25|1995-01-03|COLLECT COD|FOB|e of the careful|
+3746|144|7|2|28|29235.92|0.06|0.08|R|F|1994-09-20|1994-10-21|1994-09-27|DELIVER IN PERSON|FOB|s after the even, special requests|
+3746|188|9|3|3|3264.54|0.10|0.01|R|F|1994-11-03|1994-12-10|1994-11-12|NONE|MAIL| the silent ideas cajole carefully |
+3746|28|7|4|11|10208.22|0.00|0.05|R|F|1994-10-02|1994-11-19|1994-10-10|COLLECT COD|SHIP| ironic theodolites are among th|
+3747|141|10|1|42|43727.88|0.05|0.05|N|O|1996-11-10|1996-10-19|1996-11-19|TAKE BACK RETURN|REG AIR|y. blithely fina|
+3747|170|1|2|33|35315.61|0.01|0.03|N|O|1996-10-14|1996-11-12|1996-11-11|NONE|REG AIR| regular p|
+3747|139|10|3|30|31173.90|0.00|0.07|N|O|1996-12-16|1996-11-15|1996-12-17|NONE|RAIL|! furiously f|
+3747|33|9|4|21|19593.63|0.00|0.06|N|O|1996-11-18|1996-09-23|1996-11-26|TAKE BACK RETURN|AIR|ithely bold orbits mold furiously blit|
+3747|126|5|5|32|32835.84|0.08|0.05|N|O|1996-09-10|1996-11-04|1996-10-10|DELIVER IN PERSON|MAIL|quests shall h|
+3747|154|5|6|14|14758.10|0.08|0.07|N|O|1996-11-03|1996-10-29|1996-11-06|TAKE BACK RETURN|AIR|packages cajole carefu|
+3747|118|2|7|23|23416.53|0.00|0.04|N|O|1996-11-08|1996-11-10|1996-12-03|NONE|REG AIR|kages are ironic|
+3748|104|7|1|12|12049.20|0.06|0.01|N|O|1998-04-17|1998-04-15|1998-05-12|NONE|AIR|old reques|
+3748|165|4|2|24|25563.84|0.08|0.04|N|O|1998-06-07|1998-05-02|1998-06-21|DELIVER IN PERSON|TRUCK|al deposits. blithely|
+3748|197|1|3|19|20846.61|0.05|0.01|N|O|1998-04-23|1998-05-17|1998-05-23|COLLECT COD|RAIL|pinto beans run carefully quic|
+3748|187|8|4|5|5435.90|0.00|0.07|N|O|1998-06-29|1998-05-06|1998-07-12|DELIVER IN PERSON|MAIL| regular accounts sleep quickly-- furious|
+3748|147|4|5|21|21989.94|0.07|0.08|N|O|1998-03-30|1998-04-07|1998-04-05|TAKE BACK RETURN|MAIL|fix carefully furiously express ideas. furi|
+3749|173|3|1|11|11804.87|0.07|0.05|N|O|1995-06-25|1995-05-23|1995-07-10|TAKE BACK RETURN|RAIL|egular requests along the |
+3749|129|8|2|9|9262.08|0.08|0.05|A|F|1995-04-23|1995-04-18|1995-04-26|NONE|REG AIR|uses cajole blithely pla|
+3749|199|2|3|31|34074.89|0.00|0.05|N|F|1995-06-11|1995-05-20|1995-06-27|COLLECT COD|REG AIR|s. foxes sleep slyly unusual grouc|
+3749|131|2|4|7|7217.91|0.07|0.06|A|F|1995-03-31|1995-04-05|1995-04-11|NONE|TRUCK|he slyly ironic packages|
+3749|183|4|5|14|15164.52|0.02|0.00|N|F|1995-06-11|1995-05-19|1995-07-11|DELIVER IN PERSON|SHIP|press instruc|
+3749|54|6|6|10|9540.50|0.10|0.03|N|O|1995-06-24|1995-05-24|1995-07-18|COLLECT COD|SHIP|essly. regular pi|
+3750|134|10|1|37|38262.81|0.04|0.03|N|O|1995-07-08|1995-07-28|1995-07-28|DELIVER IN PERSON|REG AIR|usly busy account|
+3750|152|3|2|33|34720.95|0.05|0.03|N|O|1995-06-27|1995-06-20|1995-07-03|TAKE BACK RETURN|REG AIR|theodolites haggle. slyly pendin|
+3750|80|10|3|20|19601.60|0.09|0.05|N|F|1995-06-17|1995-06-06|1995-06-28|TAKE BACK RETURN|REG AIR|ss, ironic requests! fur|
+3750|166|1|4|33|35183.28|0.04|0.03|N|F|1995-06-15|1995-06-04|1995-06-29|COLLECT COD|RAIL|ep blithely according to the flu|
+3750|83|4|5|1|983.08|0.05|0.01|N|O|1995-07-24|1995-06-25|1995-08-21|DELIVER IN PERSON|REG AIR|l dolphins against the slyly|
+3750|113|7|6|47|47616.17|0.01|0.08|R|F|1995-05-11|1995-06-13|1995-06-02|TAKE BACK RETURN|FOB|slowly regular accounts. blithely ev|
+3751|172|2|1|37|39670.29|0.00|0.04|R|F|1994-04-30|1994-05-30|1994-05-30|NONE|REG AIR|ly express courts |
+3751|141|8|2|32|33316.48|0.03|0.05|R|F|1994-05-05|1994-07-02|1994-06-02|COLLECT COD|MAIL|rthogs could have to slee|
+3751|65|2|3|45|43427.70|0.08|0.06|R|F|1994-05-27|1994-06-19|1994-06-14|NONE|RAIL|according to |
+3751|14|4|4|39|35646.39|0.07|0.01|A|F|1994-08-16|1994-07-11|1994-09-12|COLLECT COD|TRUCK|refully according to the iro|
+3751|58|3|5|12|11496.60|0.02|0.03|A|F|1994-08-09|1994-06-30|1994-08-12|TAKE BACK RETURN|TRUCK|accounts wake furious|
+3751|76|5|6|39|38066.73|0.02|0.08|R|F|1994-08-01|1994-06-01|1994-08-26|COLLECT COD|SHIP|to beans. pending, express packages c|
+3776|3|10|1|39|35217.00|0.05|0.01|R|F|1993-01-03|1993-02-05|1993-01-08|COLLECT COD|FOB|yly blithely pending packages|
+3776|159|4|2|14|14828.10|0.06|0.08|R|F|1992-12-30|1993-02-12|1993-01-27|DELIVER IN PERSON|RAIL|y special ideas. express packages pr|
+3776|141|8|3|49|51015.86|0.01|0.08|R|F|1992-12-03|1993-02-16|1992-12-28|TAKE BACK RETURN|RAIL|equests. final, thin grouches |
+3776|92|6|4|49|48612.41|0.08|0.05|A|F|1993-02-11|1993-01-06|1993-02-27|COLLECT COD|MAIL|es: careful warthogs haggle fluffi|
+3777|100|4|1|11|11001.10|0.02|0.03|A|F|1994-04-09|1994-06-05|1994-04-14|NONE|FOB|ld ideas. even theodolites|
+3777|8|5|2|10|9080.00|0.03|0.01|R|F|1994-05-22|1994-05-29|1994-06-13|COLLECT COD|RAIL|le. ironic depths a|
+3777|166|7|3|18|19190.88|0.10|0.06|R|F|1994-05-04|1994-05-23|1994-05-22|COLLECT COD|REG AIR|eful packages use slyly: even deposits |
+3777|18|9|4|35|32130.35|0.10|0.04|A|F|1994-05-25|1994-05-26|1994-06-13|COLLECT COD|AIR|s. carefully express asymptotes accordi|
+3777|98|10|5|14|13973.26|0.04|0.05|R|F|1994-05-06|1994-06-24|1994-05-31|NONE|TRUCK|ording to the iro|
+3778|57|2|1|21|20098.05|0.01|0.06|R|F|1993-05-27|1993-07-10|1993-06-03|COLLECT COD|REG AIR|ts. blithely special theodoli|
+3778|29|10|2|32|29728.64|0.09|0.00|A|F|1993-06-22|1993-08-18|1993-07-03|TAKE BACK RETURN|MAIL|tes affix carefully above the |
+3778|94|6|3|41|40757.69|0.05|0.00|R|F|1993-06-21|1993-07-27|1993-07-15|COLLECT COD|FOB|e the furiously ironi|
+3778|169|4|4|28|29936.48|0.03|0.05|R|F|1993-08-18|1993-07-10|1993-09-06|TAKE BACK RETURN|REG AIR|y silent orbits print carefully against |
+3778|98|2|5|28|27946.52|0.01|0.06|R|F|1993-09-02|1993-08-08|1993-10-02|DELIVER IN PERSON|FOB|r deposits. theodol|
+3778|20|7|6|26|23920.52|0.00|0.01|A|F|1993-09-24|1993-07-06|1993-10-22|NONE|TRUCK| against the fluffily|
+3778|105|6|7|49|49249.90|0.02|0.04|A|F|1993-06-13|1993-08-08|1993-07-04|DELIVER IN PERSON|MAIL|ans. furiously |
+3779|46|5|1|28|26489.12|0.04|0.05|N|O|1997-05-06|1997-04-01|1997-05-18|TAKE BACK RETURN|AIR|s. close requests sleep|
+3779|110|3|2|5|5050.55|0.07|0.03|N|O|1997-01-07|1997-03-26|1997-02-05|DELIVER IN PERSON|AIR|heodolites. slyly regular a|
+3780|127|8|1|25|25678.00|0.08|0.04|N|O|1996-06-27|1996-07-02|1996-07-22|NONE|AIR|l, unusual |
+3780|190|1|2|40|43607.60|0.10|0.04|N|O|1996-06-06|1996-05-29|1996-07-01|COLLECT COD|SHIP|gular deposits-- furiously regular |
+3781|14|5|1|48|43872.48|0.02|0.06|N|O|1996-08-22|1996-08-13|1996-09-15|NONE|REG AIR|equests may cajole careful|
+3781|188|9|2|39|42439.02|0.10|0.00|N|O|1996-08-20|1996-08-16|1996-09-01|DELIVER IN PERSON|REG AIR|unts are carefully. ir|
+3781|30|1|3|17|15810.51|0.01|0.03|N|O|1996-06-23|1996-09-04|1996-07-19|TAKE BACK RETURN|REG AIR|. theodolite|
+3781|31|2|4|15|13965.45|0.05|0.00|N|O|1996-08-23|1996-08-08|1996-09-06|TAKE BACK RETURN|AIR| carefully blithe|
+3781|16|6|5|23|21068.23|0.09|0.08|N|O|1996-09-05|1996-08-18|1996-09-27|DELIVER IN PERSON|SHIP|pendencies are b|
+3782|27|10|1|29|26883.58|0.01|0.07|N|O|1996-09-17|1996-10-03|1996-10-07|DELIVER IN PERSON|REG AIR|quickly unusual pinto beans. carefully fina|
+3782|153|1|2|10|10531.50|0.03|0.05|N|O|1996-09-07|1996-11-19|1996-10-04|COLLECT COD|FOB|ven pinto b|
+3782|136|7|3|30|31083.90|0.06|0.06|N|O|1996-12-19|1996-10-31|1997-01-14|TAKE BACK RETURN|MAIL|slyly even pinto beans hag|
+3782|117|7|4|34|34581.74|0.02|0.06|N|O|1996-11-07|1996-10-22|1996-11-19|DELIVER IN PERSON|MAIL|gage after the even|
+3782|130|3|5|40|41205.20|0.09|0.04|N|O|1996-12-16|1996-11-22|1997-01-01|COLLECT COD|AIR|s instructions. regular accou|
+3783|167|4|1|36|38417.76|0.04|0.08|R|F|1993-12-17|1994-02-26|1994-01-03|DELIVER IN PERSON|SHIP|ites haggle among the carefully unusu|
+3783|73|3|2|36|35030.52|0.02|0.02|R|F|1994-03-02|1994-02-09|1994-03-15|COLLECT COD|TRUCK|egular accounts|
+3783|85|6|3|50|49254.00|0.04|0.01|R|F|1994-03-14|1994-01-09|1994-04-10|DELIVER IN PERSON|FOB|he furiously regular deposits. |
+3783|27|6|4|37|34299.74|0.10|0.05|R|F|1993-12-09|1994-02-17|1993-12-30|COLLECT COD|REG AIR|ing to the ideas. regular accounts de|
+3808|43|10|1|28|26405.12|0.02|0.01|R|F|1994-05-27|1994-06-18|1994-06-22|TAKE BACK RETURN|FOB|lly final accounts alo|
+3808|127|6|2|47|48274.64|0.04|0.08|R|F|1994-06-12|1994-06-03|1994-07-02|COLLECT COD|TRUCK|fully for the quickly final deposits: flu|
+3808|31|2|3|45|41896.35|0.00|0.03|R|F|1994-07-03|1994-05-29|1994-07-14|TAKE BACK RETURN|REG AIR| carefully special|
+3808|100|1|4|34|34003.40|0.07|0.04|R|F|1994-08-13|1994-07-22|1994-08-31|DELIVER IN PERSON|FOB| pearls will have to |
+3808|155|7|5|29|30599.35|0.08|0.03|A|F|1994-06-22|1994-05-26|1994-07-06|TAKE BACK RETURN|TRUCK| deposits across the pac|
+3808|168|5|6|44|46999.04|0.06|0.06|A|F|1994-06-07|1994-06-04|1994-06-25|NONE|REG AIR|the blithely regular foxes. even, final |
+3809|191|3|1|17|18550.23|0.10|0.04|N|O|1996-08-14|1996-07-05|1996-09-04|DELIVER IN PERSON|FOB|es detect furiously sil|
+3809|133|4|2|32|33060.16|0.01|0.02|N|O|1996-07-03|1996-06-01|1996-07-25|COLLECT COD|SHIP|xcuses would boost against the fluffily eve|
+3809|105|6|3|46|46234.60|0.10|0.06|N|O|1996-08-20|1996-06-01|1996-08-24|TAKE BACK RETURN|TRUCK|l asymptotes. special |
+3809|178|9|4|43|46361.31|0.00|0.04|N|O|1996-05-06|1996-06-22|1996-06-05|TAKE BACK RETURN|TRUCK|yly ironic decoys; regular, iron|
+3810|184|5|1|49|53124.82|0.05|0.01|R|F|1992-11-27|1992-10-30|1992-12-16|COLLECT COD|AIR|cajole. fur|
+3810|169|8|2|18|19244.88|0.01|0.04|A|F|1992-11-28|1992-11-15|1992-12-27|DELIVER IN PERSON|SHIP|s. furiously careful deposi|
+3810|137|3|3|41|42522.33|0.08|0.08|A|F|1992-10-26|1992-10-27|1992-11-05|COLLECT COD|SHIP|l requests boost slyly along the slyl|
+3810|182|3|4|11|11903.98|0.06|0.04|A|F|1992-12-18|1992-12-11|1993-01-15|DELIVER IN PERSON|MAIL| the pending pinto beans. expr|
+3811|164|3|1|24|25539.84|0.04|0.02|N|O|1998-07-13|1998-05-16|1998-08-12|TAKE BACK RETURN|TRUCK|deposits. slyly regular accounts cajo|
+3811|166|5|2|2|2132.32|0.01|0.08|N|O|1998-06-16|1998-06-16|1998-06-23|NONE|MAIL|slyly fluff|
+3811|43|6|3|19|17917.76|0.02|0.06|N|O|1998-07-20|1998-06-14|1998-07-29|NONE|MAIL|s boost blithely furiou|
+3811|171|1|4|50|53558.50|0.08|0.03|N|O|1998-07-28|1998-07-06|1998-08-16|COLLECT COD|FOB|ts are slyly fluffy ideas. furiou|
+3811|182|3|5|23|24890.14|0.00|0.04|N|O|1998-08-13|1998-07-09|1998-08-29|COLLECT COD|AIR|nstructions sleep quickly. slyly final |
+3811|2|7|6|35|31570.00|0.04|0.07|N|O|1998-04-17|1998-06-30|1998-04-25|NONE|REG AIR|yly final dolphins? quickly ironic frets|
+3812|145|4|1|33|34489.62|0.00|0.05|N|O|1996-10-10|1996-10-05|1996-10-15|TAKE BACK RETURN|MAIL|posits engage. ironic, regular p|
+3812|173|2|2|33|35414.61|0.06|0.03|N|O|1996-10-05|1996-10-13|1996-10-22|TAKE BACK RETURN|MAIL|inal excuses d|
+3813|176|7|1|37|39818.29|0.05|0.04|N|O|1998-10-13|1998-09-19|1998-10-28|NONE|REG AIR|ravely special packages haggle p|
+3813|123|2|2|39|39901.68|0.05|0.00|N|O|1998-08-30|1998-08-12|1998-09-29|COLLECT COD|FOB|y ideas. final ideas about the sp|
+3814|131|7|1|7|7217.91|0.02|0.02|R|F|1995-05-01|1995-05-09|1995-05-28|DELIVER IN PERSON|REG AIR|es sleep furiou|
+3814|173|3|2|14|15024.38|0.01|0.00|R|F|1995-03-17|1995-05-10|1995-04-16|DELIVER IN PERSON|AIR|sits along the final, ironic deposit|
+3814|168|7|3|36|38453.76|0.06|0.02|N|O|1995-06-19|1995-04-18|1995-06-28|COLLECT COD|SHIP|beans cajole quickly sl|
+3814|66|7|4|20|19321.20|0.04|0.07|R|F|1995-02-23|1995-03-26|1995-03-04|DELIVER IN PERSON|SHIP|. doggedly ironic deposits will have to wa|
+3814|107|2|5|15|15106.50|0.03|0.04|N|O|1995-06-23|1995-03-25|1995-07-09|COLLECT COD|SHIP| carefully final deposits haggle slyly|
+3814|83|4|6|47|46204.76|0.09|0.05|A|F|1995-04-16|1995-04-03|1995-05-14|DELIVER IN PERSON|AIR|nusual requests. bli|
+3814|132|8|7|12|12385.56|0.10|0.01|R|F|1995-03-18|1995-04-16|1995-03-20|TAKE BACK RETURN|REG AIR|ages cajole. packages haggle. final|
+3815|77|7|1|3|2931.21|0.07|0.00|N|O|1997-11-16|1997-11-15|1997-11-30|NONE|FOB|egular, express ideas. ironic, final dep|
+3815|130|5|2|11|11331.43|0.02|0.04|N|O|1997-11-01|1997-11-05|1997-11-27|COLLECT COD|TRUCK|sleep blithe|
+3840|187|8|1|45|48923.10|0.02|0.08|N|O|1998-10-31|1998-09-19|1998-11-30|DELIVER IN PERSON|TRUCK|o beans are. carefully final courts x|
+3840|46|9|2|12|11352.48|0.04|0.07|N|O|1998-10-02|1998-08-19|1998-10-20|TAKE BACK RETURN|RAIL|xpress pinto beans. accounts a|
+3840|73|4|3|45|43788.15|0.02|0.05|N|O|1998-10-12|1998-10-12|1998-10-28|TAKE BACK RETURN|FOB|onic, even packages are. pe|
+3840|148|9|4|41|42973.74|0.07|0.02|N|O|1998-07-21|1998-10-08|1998-08-01|TAKE BACK RETURN|MAIL| nag slyly? slyly pending accounts |
+3840|173|3|5|7|7512.19|0.09|0.08|N|O|1998-09-17|1998-09-20|1998-10-14|DELIVER IN PERSON|MAIL|. furiously final gifts sleep carefully pin|
+3840|107|8|6|33|33234.30|0.10|0.02|N|O|1998-07-29|1998-10-06|1998-08-04|DELIVER IN PERSON|SHIP|hely silent deposits w|
+3841|157|5|1|1|1057.15|0.06|0.03|A|F|1994-10-10|1994-11-12|1994-10-21|DELIVER IN PERSON|AIR| boost even re|
+3841|21|10|2|31|28551.62|0.09|0.03|A|F|1995-01-24|1994-11-25|1995-02-20|TAKE BACK RETURN|SHIP|n theodolites shall promise carefully. qui|
+3841|152|10|3|40|42086.00|0.06|0.02|A|F|1995-02-02|1994-11-30|1995-02-14|TAKE BACK RETURN|MAIL|its. quickly regular ideas nag carefully|
+3841|50|1|4|9|8550.45|0.10|0.07|A|F|1994-11-21|1994-12-26|1994-11-26|NONE|FOB|s according to the courts shall nag s|
+3841|176|7|5|3|3228.51|0.04|0.02|R|F|1994-10-24|1994-12-07|1994-11-09|COLLECT COD|FOB|foxes integrate |
+3841|163|8|6|48|51031.68|0.03|0.00|R|F|1994-11-23|1994-11-22|1994-12-01|DELIVER IN PERSON|FOB| according to the regular, |
+3842|162|7|1|28|29740.48|0.05|0.07|A|F|1992-06-17|1992-06-03|1992-06-24|DELIVER IN PERSON|TRUCK|s excuses thrash carefully.|
+3842|122|1|2|21|21464.52|0.07|0.05|R|F|1992-07-15|1992-06-02|1992-07-21|NONE|RAIL|r pinto be|
+3842|194|7|3|28|30637.32|0.00|0.00|A|F|1992-06-20|1992-05-22|1992-07-13|DELIVER IN PERSON|MAIL|lly alongside of the|
+3842|88|9|4|15|14821.20|0.07|0.01|A|F|1992-06-26|1992-06-23|1992-07-09|COLLECT COD|MAIL|ave packages are slyl|
+3842|68|3|5|13|12584.78|0.09|0.02|R|F|1992-04-13|1992-06-22|1992-05-11|COLLECT COD|RAIL|t blithely. busily regular accounts alon|
+3842|107|4|6|24|24170.40|0.08|0.08|R|F|1992-08-05|1992-06-29|1992-08-16|TAKE BACK RETURN|MAIL|phins are quickly|
+3843|15|6|1|7|6405.07|0.10|0.03|N|O|1997-02-13|1997-02-21|1997-02-20|TAKE BACK RETURN|SHIP|slyly even instructions. furiously eve|
+3843|1|4|2|30|27030.00|0.01|0.05|N|O|1997-02-14|1997-03-25|1997-03-13|DELIVER IN PERSON|AIR| wake. slyly even packages boost |
+3844|135|1|1|2|2070.26|0.03|0.07|R|F|1995-02-24|1995-02-03|1995-03-18|TAKE BACK RETURN|AIR|es haggle final acco|
+3844|102|7|2|5|5010.50|0.10|0.03|R|F|1995-04-29|1995-02-24|1995-05-05|TAKE BACK RETURN|RAIL| unwind quickly about the pending, i|
+3845|34|5|1|44|41097.32|0.01|0.08|A|F|1992-07-20|1992-07-15|1992-07-24|DELIVER IN PERSON|REG AIR|s haggle among the fluffily regula|
+3845|24|7|2|16|14784.32|0.09|0.05|A|F|1992-08-08|1992-06-08|1992-08-26|DELIVER IN PERSON|SHIP|ely bold ideas use. ex|
+3845|59|1|3|17|16303.85|0.08|0.01|A|F|1992-06-12|1992-07-05|1992-06-26|TAKE BACK RETURN|RAIL|counts haggle. reg|
+3845|46|9|4|1|946.04|0.04|0.05|R|F|1992-05-21|1992-06-07|1992-06-17|COLLECT COD|REG AIR| blithely ironic t|
+3845|196|7|5|27|29597.13|0.00|0.05|R|F|1992-08-20|1992-07-17|1992-09-02|COLLECT COD|REG AIR|kages. care|
+3845|105|8|6|30|30153.00|0.09|0.06|R|F|1992-08-21|1992-07-07|1992-08-25|COLLECT COD|FOB|counts do wake blithely. ironic requests |
+3846|61|10|1|15|14415.90|0.06|0.03|N|O|1998-02-17|1998-04-27|1998-02-21|NONE|REG AIR|uternes. carefully even|
+3846|171|2|2|30|32135.10|0.08|0.07|N|O|1998-05-01|1998-03-12|1998-05-20|TAKE BACK RETURN|FOB|deposits according to the fur|
+3846|15|5|3|49|44835.49|0.08|0.07|N|O|1998-02-14|1998-03-22|1998-02-17|DELIVER IN PERSON|RAIL|efully even packages against the blithe|
+3846|165|10|4|33|35150.28|0.05|0.00|N|O|1998-05-12|1998-03-14|1998-05-14|DELIVER IN PERSON|TRUCK|s instructions are. fu|
+3847|189|10|1|7|7624.26|0.08|0.00|A|F|1993-05-06|1993-06-06|1993-05-22|COLLECT COD|MAIL| about the blithely daring Tiresias. fl|
+3872|181|2|1|28|30273.04|0.10|0.04|N|O|1996-11-05|1996-11-10|1996-11-24|DELIVER IN PERSON|REG AIR|t after the carefully ironic excuses. f|
+3872|17|4|2|38|34846.38|0.04|0.05|N|O|1996-10-18|1996-12-03|1996-11-15|TAKE BACK RETURN|AIR|iously against the ironic, unusual a|
+3872|169|4|3|18|19244.88|0.07|0.07|N|O|1996-12-25|1996-10-24|1997-01-08|TAKE BACK RETURN|SHIP|s. regular, brave accounts sleep blith|
+3872|11|2|4|41|37351.41|0.07|0.03|N|O|1996-11-23|1996-11-12|1996-12-03|COLLECT COD|REG AIR|ly regular epitaphs boost|
+3872|70|7|5|42|40742.94|0.03|0.00|N|O|1997-01-03|1996-10-12|1997-01-16|COLLECT COD|MAIL|s the furio|
+3872|140|6|6|40|41605.60|0.07|0.05|N|O|1997-01-02|1996-10-29|1997-01-14|NONE|REG AIR|nts? regularly ironic ex|
+3873|68|3|1|19|18393.14|0.04|0.04|N|O|1998-05-15|1998-05-10|1998-05-17|NONE|FOB|y final ac|
+3873|145|8|2|44|45986.16|0.05|0.05|N|O|1998-07-23|1998-05-22|1998-08-14|COLLECT COD|AIR|yly even platelets wake. |
+3873|140|6|3|29|30164.06|0.01|0.04|N|O|1998-06-22|1998-05-20|1998-07-05|COLLECT COD|REG AIR|olphins af|
+3874|170|7|1|21|22473.57|0.09|0.08|R|F|1993-06-19|1993-07-20|1993-07-08|DELIVER IN PERSON|SHIP| requests cajole fluff|
+3874|19|6|2|48|44112.48|0.06|0.07|R|F|1993-06-13|1993-07-20|1993-06-20|NONE|RAIL| ideas throughout |
+3875|81|2|1|24|23545.92|0.02|0.08|N|O|1997-10-15|1997-11-27|1997-11-09|COLLECT COD|AIR|ecial packages. |
+3875|113|7|2|49|49642.39|0.04|0.04|N|O|1997-10-18|1997-10-13|1997-10-19|NONE|MAIL|sleep furiously about the deposits. quickl|
+3876|141|8|1|12|12493.68|0.06|0.07|N|O|1996-09-16|1996-10-23|1996-10-05|TAKE BACK RETURN|REG AIR|y above the pending tithes. blithely ironi|
+3876|140|6|2|37|38485.18|0.00|0.03|N|O|1996-11-30|1996-10-18|1996-12-18|DELIVER IN PERSON|AIR|t dependencies. blithely final packages u|
+3876|127|8|3|41|42111.92|0.02|0.04|N|O|1996-10-15|1996-10-17|1996-10-19|NONE|AIR| quickly blit|
+3877|50|7|1|12|11400.60|0.06|0.01|R|F|1993-05-30|1993-08-09|1993-06-24|TAKE BACK RETURN|FOB|nal requests. even requests are. pac|
+3877|145|4|2|47|49121.58|0.05|0.00|A|F|1993-08-01|1993-08-16|1993-08-04|NONE|FOB|furiously quick requests nag along the theo|
+3877|80|8|3|44|43123.52|0.09|0.00|A|F|1993-06-07|1993-07-15|1993-07-06|DELIVER IN PERSON|REG AIR|elets. quickly regular accounts caj|
+3877|148|9|4|36|37733.04|0.06|0.01|A|F|1993-07-27|1993-07-13|1993-08-11|DELIVER IN PERSON|AIR|lithely about the dogged ideas. ac|
+3877|5|6|5|41|37105.00|0.03|0.07|A|F|1993-06-30|1993-07-20|1993-07-01|DELIVER IN PERSON|FOB|integrate against the expres|
+3877|123|4|6|7|7161.84|0.04|0.08|R|F|1993-06-14|1993-07-09|1993-06-28|NONE|TRUCK|lar dolphins cajole silently |
+3878|200|1|1|6|6601.20|0.07|0.04|N|O|1997-06-21|1997-05-22|1997-07-01|COLLECT COD|FOB|s. regular instru|
+3878|88|9|2|13|12845.04|0.01|0.06|N|O|1997-06-08|1997-06-03|1997-06-25|TAKE BACK RETURN|TRUCK|leep ruthlessly about the carefu|
+3878|41|8|3|20|18820.80|0.08|0.03|N|O|1997-06-20|1997-05-24|1997-07-20|TAKE BACK RETURN|MAIL|the furiously careful ideas cajole slyly sl|
+3878|152|3|4|20|21043.00|0.01|0.07|N|O|1997-07-13|1997-05-22|1997-07-20|NONE|FOB|about the carefully ironic pa|
+3879|126|5|1|45|46175.40|0.10|0.08|N|O|1996-03-18|1996-01-03|1996-04-03|COLLECT COD|RAIL|ly according to the expr|
+3879|45|4|2|35|33076.40|0.00|0.07|N|O|1995-12-08|1996-01-23|1995-12-28|TAKE BACK RETURN|MAIL|o beans. accounts cajole furiously. re|
+3904|38|4|1|22|20636.66|0.04|0.03|N|O|1998-02-02|1998-02-09|1998-02-10|TAKE BACK RETURN|REG AIR|structions cajole carefully. carefully f|
+3904|184|5|2|19|20599.42|0.09|0.01|N|O|1998-02-10|1998-02-13|1998-02-20|TAKE BACK RETURN|AIR| excuses sleep slyly according to th|
+3905|101|8|1|43|43047.30|0.07|0.08|A|F|1994-03-30|1994-02-18|1994-04-09|DELIVER IN PERSON|REG AIR|uses are care|
+3905|116|10|2|7|7112.77|0.03|0.00|R|F|1994-03-01|1994-02-19|1994-03-11|DELIVER IN PERSON|AIR|ully furiously furious packag|
+3905|170|7|3|6|6421.02|0.07|0.02|R|F|1994-04-07|1994-03-07|1994-04-21|DELIVER IN PERSON|RAIL|ow furiously. deposits wake ironic |
+3906|153|1|1|42|44232.30|0.00|0.04|R|F|1992-09-03|1992-07-22|1992-09-04|COLLECT COD|RAIL|jole blithely after the furiously regular |
+3906|40|1|2|50|47002.00|0.01|0.07|R|F|1992-09-24|1992-08-24|1992-09-29|NONE|MAIL|ke slyly. stealt|
+3906|180|9|3|15|16202.70|0.06|0.02|R|F|1992-07-30|1992-08-26|1992-08-02|TAKE BACK RETURN|FOB|dependencies at the |
+3906|59|10|4|36|34525.80|0.08|0.08|A|F|1992-08-07|1992-08-08|1992-08-24|NONE|SHIP|y. ironic deposits haggle sl|
+3907|112|6|1|41|41496.51|0.06|0.02|A|F|1992-09-13|1992-10-23|1992-09-29|COLLECT COD|MAIL|ackages wake along the carefully regul|
+3907|145|4|2|41|42850.74|0.03|0.00|A|F|1992-10-25|1992-10-17|1992-11-01|TAKE BACK RETURN|RAIL|s above the unusual ideas sleep furiousl|
+3907|52|4|3|45|42842.25|0.02|0.07|R|F|1992-09-21|1992-09-19|1992-10-18|COLLECT COD|REG AIR| about the regular pac|
+3907|176|5|4|48|51656.16|0.05|0.07|A|F|1992-09-24|1992-10-16|1992-10-06|DELIVER IN PERSON|TRUCK|nt asymptotes lose across th|
+3907|62|3|5|22|21165.32|0.09|0.01|R|F|1992-09-20|1992-10-30|1992-09-29|TAKE BACK RETURN|TRUCK|ly. furiously unusual deposits use afte|
+3907|126|9|6|34|34888.08|0.02|0.02|R|F|1992-09-06|1992-10-08|1992-09-12|COLLECT COD|FOB| requests according to the slyly pending |
+3907|110|5|7|8|8080.88|0.10|0.01|A|F|1992-09-18|1992-10-29|1992-09-27|NONE|REG AIR|furiously final packages.|
+3908|92|4|1|50|49604.50|0.05|0.04|R|F|1993-06-19|1993-04-27|1993-07-05|DELIVER IN PERSON|MAIL| even accounts wake |
+3908|148|9|2|8|8385.12|0.06|0.03|A|F|1993-03-12|1993-04-13|1993-03-22|DELIVER IN PERSON|SHIP|r instructions was requests. ironically |
+3909|178|6|1|30|32345.10|0.03|0.07|N|O|1998-10-17|1998-10-14|1998-10-28|COLLECT COD|TRUCK|ly even deposits across the ironic notorni|
+3909|191|4|2|46|50194.74|0.03|0.01|N|O|1998-10-08|1998-10-15|1998-10-24|NONE|FOB|the blithely unusual ideas|
+3910|139|10|1|10|10391.30|0.00|0.08|N|O|1996-10-18|1996-10-31|1996-11-14|DELIVER IN PERSON|FOB|tions boost furiously unusual e|
+3910|71|10|2|31|30103.17|0.05|0.03|N|O|1996-12-22|1996-11-14|1997-01-01|TAKE BACK RETURN|SHIP|ess instructions. |
+3910|20|7|3|6|5520.12|0.04|0.04|N|O|1996-12-08|1996-10-30|1996-12-31|DELIVER IN PERSON|MAIL|ly sly platelets are fluffily slyly si|
+3910|153|1|4|1|1053.15|0.03|0.06|N|O|1996-09-12|1996-10-21|1996-09-19|DELIVER IN PERSON|FOB|s sleep neve|
+3911|113|7|1|10|10131.10|0.07|0.06|N|O|1995-06-22|1995-05-30|1995-06-28|COLLECT COD|FOB|ss theodolites are blithely along t|
+3911|119|9|2|14|14267.54|0.08|0.05|R|F|1995-04-28|1995-05-03|1995-05-22|NONE|RAIL|e blithely brave depo|
+3911|92|5|3|12|11905.08|0.10|0.05|R|F|1995-04-04|1995-04-16|1995-04-10|COLLECT COD|FOB|uctions. blithely regula|
+3936|137|8|1|25|25928.25|0.06|0.03|N|O|1996-12-03|1996-12-27|1997-01-01|DELIVER IN PERSON|RAIL|gular requests nag quic|
+3936|188|9|2|24|26116.32|0.10|0.07|N|O|1996-11-22|1997-01-01|1996-12-08|NONE|AIR|ns. accounts mold fl|
+3936|83|4|3|42|41289.36|0.00|0.07|N|O|1997-01-03|1997-01-29|1997-01-14|COLLECT COD|AIR|elets wake amo|
+3936|62|7|4|12|11544.72|0.06|0.05|N|O|1996-11-25|1997-01-09|1996-12-06|DELIVER IN PERSON|SHIP|ithely across the carefully brave req|
+3936|84|5|5|35|34442.80|0.02|0.08|N|O|1996-12-04|1997-01-06|1996-12-22|NONE|SHIP|lly ironic requ|
+3936|103|6|6|26|26080.60|0.01|0.02|N|O|1997-02-27|1997-01-16|1997-03-22|NONE|RAIL|quickly pen|
+3937|70|7|1|48|46563.36|0.10|0.02|N|O|1998-03-15|1998-02-22|1998-03-30|DELIVER IN PERSON|FOB|gainst the thinl|
+3937|48|1|2|30|28441.20|0.01|0.07|N|O|1998-01-17|1998-01-03|1998-02-08|COLLECT COD|TRUCK|al packages slee|
+3937|115|5|3|27|27407.97|0.03|0.00|N|O|1998-02-06|1998-01-12|1998-02-20|NONE|MAIL|ven ideas. slyly expr|
+3937|154|2|4|50|52707.50|0.01|0.02|N|O|1998-01-15|1998-01-09|1998-02-04|DELIVER IN PERSON|AIR|ong the carefully exp|
+3937|3|10|5|29|26187.00|0.03|0.07|N|O|1998-03-06|1998-02-22|1998-03-14|NONE|TRUCK|nt pinto beans above the pending instr|
+3937|193|6|6|6|6559.14|0.00|0.00|N|O|1998-01-24|1998-02-13|1998-01-27|DELIVER IN PERSON|FOB|into beans. slyly silent orbits alongside o|
+3937|164|9|7|1|1064.16|0.02|0.05|N|O|1998-03-29|1998-01-08|1998-04-27|TAKE BACK RETURN|TRUCK|refully agains|
+3938|159|4|1|46|48720.90|0.10|0.07|R|F|1993-05-20|1993-05-04|1993-06-12|DELIVER IN PERSON|FOB|ly even foxes are slyly fu|
+3939|160|8|1|8|8481.28|0.03|0.06|N|O|1996-01-29|1996-04-05|1996-02-26|COLLECT COD|REG AIR|e packages. express, pen|
+3940|178|7|1|33|35579.61|0.10|0.07|N|O|1996-05-19|1996-04-19|1996-05-23|TAKE BACK RETURN|RAIL|ly ironic packages about the pending accou|
+3940|69|4|2|40|38762.40|0.08|0.02|N|O|1996-02-29|1996-03-22|1996-03-04|NONE|MAIL|ts. regular fox|
+3940|89|10|3|8|7912.64|0.07|0.08|N|O|1996-04-04|1996-04-12|1996-04-18|DELIVER IN PERSON|RAIL|ions cajole furiously regular pinto beans. |
+3940|137|3|4|11|11408.43|0.09|0.05|N|O|1996-03-09|1996-05-13|1996-03-17|COLLECT COD|REG AIR|e of the special packages. furiously|
+3940|1|6|5|41|36941.00|0.00|0.07|N|O|1996-05-08|1996-05-03|1996-06-03|COLLECT COD|MAIL|thily. deposits cajole.|
+3941|41|2|1|47|44228.88|0.05|0.07|N|O|1996-11-24|1996-10-09|1996-12-22|DELIVER IN PERSON|RAIL| carefully pending|
+3941|123|6|2|19|19439.28|0.05|0.00|N|O|1996-11-10|1996-10-26|1996-12-05|COLLECT COD|RAIL|eposits haggle furiously even|
+3941|10|3|3|2|1820.02|0.01|0.03|N|O|1996-12-04|1996-10-01|1996-12-25|NONE|REG AIR|es wake after the|
+3941|110|7|4|29|29293.19|0.00|0.03|N|O|1996-09-14|1996-10-04|1996-09-19|NONE|MAIL|g the blithely|
+3942|183|4|1|6|6499.08|0.05|0.05|A|F|1993-07-01|1993-09-14|1993-07-23|DELIVER IN PERSON|SHIP|ep ruthlessly carefully final accounts: s|
+3942|194|7|2|5|5470.95|0.06|0.02|R|F|1993-09-27|1993-09-24|1993-10-07|DELIVER IN PERSON|MAIL|. fluffily pending deposits above the flu|
+3942|156|4|3|25|26403.75|0.04|0.06|R|F|1993-09-13|1993-08-01|1993-09-29|COLLECT COD|RAIL|d the quick packages|
+3943|198|2|1|15|16472.85|0.03|0.01|N|O|1997-01-13|1996-12-17|1997-02-02|COLLECT COD|REG AIR| grow fluffily according to the |
+3943|96|7|2|9|8964.81|0.00|0.06|N|O|1996-11-27|1997-01-03|1996-12-17|COLLECT COD|RAIL|refully ironic |
+3943|17|4|3|32|29344.32|0.00|0.02|N|O|1996-10-22|1996-12-17|1996-11-04|TAKE BACK RETURN|TRUCK| unusual ideas into the furiously even pack|
+3943|50|1|4|5|4750.25|0.04|0.04|N|O|1997-01-09|1996-11-10|1997-02-06|COLLECT COD|RAIL|arefully regular deposits accord|
+3968|54|2|1|27|25759.35|0.04|0.05|N|O|1997-04-25|1997-04-17|1997-05-11|TAKE BACK RETURN|MAIL|t silently.|
+3968|26|9|2|45|41670.90|0.00|0.07|N|O|1997-06-18|1997-04-24|1997-06-25|DELIVER IN PERSON|FOB|ully slyly fi|
+3968|156|7|3|43|45414.45|0.07|0.06|N|O|1997-04-30|1997-05-14|1997-05-18|TAKE BACK RETURN|SHIP|ly regular accounts|
+3968|61|8|4|7|6727.42|0.07|0.02|N|O|1997-03-30|1997-05-01|1997-04-12|DELIVER IN PERSON|SHIP|efully bold instructions. express|
+3969|52|4|1|39|37129.95|0.04|0.04|N|O|1997-06-12|1997-06-13|1997-07-05|NONE|MAIL|ly bold ideas s|
+3969|197|1|2|26|28526.94|0.05|0.03|N|O|1997-07-08|1997-07-30|1997-07-10|TAKE BACK RETURN|AIR|fluffily; braids detect.|
+3969|79|8|3|46|45037.22|0.04|0.02|N|O|1997-05-29|1997-06-15|1997-06-10|TAKE BACK RETURN|SHIP|fully final requests sleep stealthily. care|
+3969|151|9|4|21|22074.15|0.07|0.04|N|O|1997-08-31|1997-07-16|1997-09-02|TAKE BACK RETURN|MAIL|unts doze quickly final reque|
+3969|72|3|5|40|38882.80|0.09|0.00|N|O|1997-05-19|1997-08-02|1997-06-05|COLLECT COD|TRUCK|lar requests cajole furiously blithely regu|
+3969|105|8|6|4|4020.40|0.02|0.01|N|O|1997-06-04|1997-07-31|1997-06-13|COLLECT COD|REG AIR|dencies wake blithely? quickly even theodo|
+3970|88|9|1|2|1976.16|0.01|0.07|R|F|1992-04-24|1992-06-03|1992-05-16|TAKE BACK RETURN|RAIL|carefully pending foxes wake blithely |
+3970|109|6|2|18|18163.80|0.03|0.08|A|F|1992-06-06|1992-06-18|1992-07-05|DELIVER IN PERSON|TRUCK| maintain slyly. ir|
+3970|154|6|3|10|10541.50|0.10|0.04|A|F|1992-07-01|1992-05-31|1992-07-02|NONE|AIR| special packages wake after the final br|
+3970|22|5|4|34|31348.68|0.05|0.00|A|F|1992-06-25|1992-05-23|1992-07-12|COLLECT COD|SHIP|y final gifts are. carefully pe|
+3970|30|3|5|23|21390.69|0.05|0.04|A|F|1992-06-04|1992-06-14|1992-06-13|COLLECT COD|TRUCK| above the final braids. regular|
+3970|9|6|6|46|41814.00|0.07|0.04|R|F|1992-04-29|1992-05-14|1992-05-24|NONE|FOB|yly ironic|
+3970|5|8|7|46|41630.00|0.08|0.08|R|F|1992-05-02|1992-05-12|1992-05-10|COLLECT COD|MAIL|ix slyly. quickly silen|
+3971|96|8|1|47|46816.23|0.06|0.04|N|O|1996-07-07|1996-08-08|1996-08-01|TAKE BACK RETURN|RAIL|e slyly final dependencies x-ray |
+3971|191|5|2|2|2182.38|0.04|0.03|N|O|1996-07-15|1996-08-12|1996-07-26|NONE|SHIP|haggle abou|
+3972|51|3|1|2|1902.10|0.05|0.03|A|F|1994-07-24|1994-06-30|1994-08-13|TAKE BACK RETURN|SHIP|y final theodolite|
+3973|30|9|1|21|19530.63|0.02|0.06|R|F|1992-06-18|1992-06-03|1992-07-02|COLLECT COD|REG AIR|equests. furiously|
+3973|115|2|2|37|37559.07|0.07|0.00|A|F|1992-05-29|1992-05-04|1992-06-23|TAKE BACK RETURN|SHIP|inos wake fluffily. pending requests nag |
+3973|40|6|3|40|37601.60|0.08|0.05|R|F|1992-05-03|1992-06-09|1992-05-21|COLLECT COD|RAIL|g the carefully blithe f|
+3974|22|1|1|47|43334.94|0.10|0.03|N|O|1996-06-03|1996-05-08|1996-06-28|NONE|TRUCK|dencies above the re|
+3974|61|8|2|17|16338.02|0.05|0.07|N|O|1996-04-05|1996-05-21|1996-04-28|COLLECT COD|TRUCK|ions eat slyly after the blithely |
+3975|57|9|1|38|36367.90|0.01|0.05|N|O|1995-08-02|1995-06-18|1995-08-19|COLLECT COD|TRUCK|es are furiously: furi|
+4000|196|7|1|41|44943.79|0.06|0.01|A|F|1992-03-02|1992-03-14|1992-03-27|COLLECT COD|FOB|ve the even, fi|
+4000|75|5|2|44|42903.08|0.09|0.06|A|F|1992-03-27|1992-02-18|1992-03-31|COLLECT COD|AIR|equests use blithely blithely bold d|
+4001|106|1|1|26|26158.60|0.00|0.01|N|O|1997-07-26|1997-06-18|1997-08-08|DELIVER IN PERSON|RAIL|tegrate blithely|
+4001|41|10|2|19|17879.76|0.03|0.02|N|O|1997-08-23|1997-06-15|1997-09-18|COLLECT COD|SHIP|ackages. carefully ironi|
+4001|94|5|3|18|17893.62|0.07|0.00|N|O|1997-06-04|1997-06-22|1997-06-13|DELIVER IN PERSON|MAIL|lithely ironic d|
+4001|2|9|4|39|35178.00|0.00|0.00|N|O|1997-06-13|1997-06-17|1997-06-25|NONE|SHIP| dogged excuses. blithe|
+4002|111|5|1|35|35388.85|0.01|0.08|N|O|1997-05-16|1997-06-15|1997-06-02|DELIVER IN PERSON|TRUCK|eep. quickly|
+4002|198|9|2|20|21963.80|0.00|0.03|N|O|1997-06-15|1997-05-20|1997-07-11|NONE|MAIL|lly even ins|
+4002|40|1|3|6|5640.24|0.08|0.07|N|O|1997-05-02|1997-07-07|1997-05-16|TAKE BACK RETURN|RAIL| furiously furiously special theodoli|
+4002|199|3|4|6|6595.14|0.06|0.06|N|O|1997-07-01|1997-05-15|1997-07-31|NONE|MAIL|he slyly iro|
+4002|99|1|5|4|3996.36|0.08|0.07|N|O|1997-05-06|1997-06-15|1997-05-24|NONE|REG AIR|ccording to the careful|
+4003|52|4|1|18|17136.90|0.04|0.07|R|F|1993-02-02|1993-04-15|1993-02-28|TAKE BACK RETURN|AIR|ar grouches s|
+4004|121|2|1|23|23485.76|0.07|0.02|A|F|1993-08-12|1993-07-13|1993-08-16|TAKE BACK RETURN|TRUCK| bold theodolites? special packages accordi|
+4004|64|5|2|47|45310.82|0.07|0.04|R|F|1993-06-25|1993-08-03|1993-07-12|NONE|SHIP|thely instead of the even, unu|
+4004|114|5|3|39|39550.29|0.10|0.05|R|F|1993-07-12|1993-07-27|1993-07-18|NONE|MAIL|ccounts sleep furious|
+4004|74|4|4|46|44807.22|0.10|0.04|R|F|1993-09-04|1993-07-13|1993-09-28|COLLECT COD|FOB|ncies. slyly pending dolphins sleep furio|
+4004|155|3|5|9|9496.35|0.04|0.06|A|F|1993-08-25|1993-06-10|1993-09-24|COLLECT COD|MAIL|ly ironic requests. quickly pending ide|
+4004|161|10|6|44|46691.04|0.07|0.05|R|F|1993-07-25|1993-07-23|1993-08-16|TAKE BACK RETURN|REG AIR|ut the sauternes. bold, ironi|
+4004|126|9|7|20|20522.40|0.07|0.05|A|F|1993-06-19|1993-06-14|1993-07-04|COLLECT COD|REG AIR|. ironic deposits cajole blithely?|
+4005|4|1|1|26|23504.00|0.09|0.05|N|O|1996-12-01|1997-02-03|1996-12-15|NONE|REG AIR| to the quic|
+4005|17|8|2|28|25676.28|0.02|0.06|N|O|1996-12-11|1997-01-24|1996-12-17|DELIVER IN PERSON|REG AIR|ly carefully ironic deposits. slyly|
+4005|72|10|3|28|27217.96|0.03|0.01|N|O|1996-12-08|1997-01-14|1996-12-30|TAKE BACK RETURN|MAIL|y pending dependenc|
+4005|15|9|4|49|44835.49|0.09|0.00|N|O|1997-01-31|1996-12-24|1997-03-02|NONE|RAIL|tions sleep across the silent d|
+4005|6|7|5|14|12684.00|0.09|0.08|N|O|1996-11-27|1997-01-09|1996-12-25|NONE|TRUCK|ld requests. slyly final instructi|
+4006|55|7|1|11|10505.55|0.05|0.08|A|F|1995-04-29|1995-02-21|1995-05-20|TAKE BACK RETURN|RAIL|ress foxes cajole quick|
+4006|159|4|2|18|19064.70|0.05|0.03|A|F|1995-01-29|1995-03-08|1995-02-02|TAKE BACK RETURN|MAIL|gouts! slyly iron|
+4006|24|5|3|15|13860.30|0.01|0.02|R|F|1995-02-23|1995-04-02|1995-02-25|TAKE BACK RETURN|RAIL|n deposits cajole slyl|
+4006|114|5|4|25|25352.75|0.00|0.07|A|F|1995-02-23|1995-02-09|1995-02-24|DELIVER IN PERSON|SHIP| requests use depos|
+4007|57|2|1|32|30625.60|0.00|0.03|R|F|1993-09-30|1993-08-16|1993-10-03|DELIVER IN PERSON|RAIL|nal accounts across t|
+4007|116|10|2|41|41660.51|0.04|0.06|A|F|1993-10-11|1993-08-30|1993-11-04|DELIVER IN PERSON|TRUCK|eposits. regular epitaphs boost blithely.|
+4007|102|9|3|5|5010.50|0.09|0.06|A|F|1993-09-17|1993-08-29|1993-10-12|TAKE BACK RETURN|FOB|y unusual packa|
+4007|138|4|4|15|15571.95|0.05|0.02|A|F|1993-09-01|1993-07-19|1993-09-03|DELIVER IN PERSON|FOB|le furiously quickly |
+4007|26|7|5|23|21298.46|0.02|0.07|A|F|1993-10-08|1993-09-09|1993-10-23|COLLECT COD|MAIL|ter the accounts. expr|
+4032|102|3|1|8|8016.80|0.06|0.00|N|O|1998-06-04|1998-05-17|1998-07-03|TAKE BACK RETURN|RAIL|ometimes even cou|
+4032|2|9|2|27|24354.00|0.09|0.00|N|O|1998-05-31|1998-04-19|1998-06-24|COLLECT COD|REG AIR|le furiously according to|
+4032|154|2|3|23|24245.45|0.09|0.06|N|O|1998-06-12|1998-05-11|1998-06-24|COLLECT COD|MAIL|ording to the |
+4032|85|6|4|10|9850.80|0.09|0.05|N|O|1998-03-31|1998-04-22|1998-04-07|NONE|REG AIR| carefully bol|
+4033|110|1|1|27|27272.97|0.01|0.04|R|F|1993-08-08|1993-08-14|1993-08-09|NONE|AIR|pinto beans|
+4033|38|4|2|34|31893.02|0.07|0.00|R|F|1993-07-19|1993-08-05|1993-07-26|NONE|RAIL|t the blithely dogg|
+4034|190|1|1|48|52329.12|0.03|0.03|A|F|1994-03-01|1994-01-16|1994-03-16|NONE|RAIL| blithely regular requests play carefull|
+4034|57|5|2|47|44981.35|0.07|0.05|A|F|1994-01-27|1993-12-26|1994-02-04|NONE|TRUCK|eodolites was slyly ironic ideas. de|
+4034|54|5|3|43|41024.15|0.10|0.03|A|F|1993-11-29|1994-01-08|1993-12-10|DELIVER IN PERSON|FOB|posits wake carefully af|
+4034|28|9|4|46|42688.92|0.06|0.00|A|F|1994-02-22|1994-01-09|1994-03-04|DELIVER IN PERSON|AIR|uests. furiously unusual instructions wake|
+4034|196|10|5|7|7673.33|0.07|0.06|R|F|1994-03-04|1994-01-22|1994-04-01|NONE|AIR|y even theodolites. slyly regular instru|
+4034|50|9|6|5|4750.25|0.01|0.06|A|F|1994-02-12|1994-01-24|1994-02-13|COLLECT COD|AIR|fully around the furiously ironic re|
+4035|97|8|1|4|3988.36|0.08|0.03|R|F|1992-04-21|1992-04-23|1992-04-25|COLLECT COD|AIR|ilent, even pear|
+4035|136|7|2|4|4144.52|0.07|0.00|A|F|1992-05-21|1992-04-24|1992-05-24|DELIVER IN PERSON|FOB|en instructions sleep blith|
+4035|118|8|3|1|1018.11|0.03|0.01|R|F|1992-06-18|1992-05-19|1992-07-02|COLLECT COD|FOB| requests. quickly |
+4035|182|3|4|13|14068.34|0.00|0.01|R|F|1992-06-10|1992-05-16|1992-07-10|NONE|SHIP|s. furiously even courts wake slyly|
+4036|6|1|1|46|41676.00|0.09|0.00|N|O|1997-06-21|1997-05-29|1997-07-18|NONE|REG AIR|usly across the even th|
+4036|53|1|2|21|20014.05|0.09|0.07|N|O|1997-08-08|1997-06-28|1997-08-09|COLLECT COD|MAIL|e carefully. qui|
+4036|142|3|3|6|6252.84|0.07|0.01|N|O|1997-06-19|1997-06-16|1997-07-01|DELIVER IN PERSON|SHIP|equests wake about the bold id|
+4036|127|10|4|20|20542.40|0.08|0.02|N|O|1997-08-11|1997-07-11|1997-09-03|NONE|TRUCK|slyly bold deposits cajole pending, blithe|
+4037|64|9|1|32|30849.92|0.00|0.06|A|F|1993-05-06|1993-06-08|1993-05-31|DELIVER IN PERSON|AIR|e of the pending, iron|
+4037|47|8|2|4|3788.16|0.09|0.07|A|F|1993-07-05|1993-06-12|1993-08-03|DELIVER IN PERSON|RAIL|s around the blithely ironic ac|
+4038|196|10|1|40|43847.60|0.05|0.01|N|O|1996-01-15|1996-03-13|1996-01-25|COLLECT COD|TRUCK|t. slyly silent pinto beans amo|
+4038|12|9|2|37|33744.37|0.04|0.03|N|O|1996-03-17|1996-03-19|1996-04-07|DELIVER IN PERSON|REG AIR| packages |
+4038|32|3|3|24|22368.72|0.10|0.04|N|O|1996-04-06|1996-02-15|1996-04-18|TAKE BACK RETURN|RAIL|the furiously regu|
+4038|150|1|4|29|30454.35|0.07|0.06|N|O|1996-01-07|1996-03-08|1996-01-13|NONE|FOB|ffix. quietly ironic packages a|
+4038|79|7|5|24|23497.68|0.07|0.06|N|O|1996-04-01|1996-04-05|1996-04-28|DELIVER IN PERSON|TRUCK|ake quickly after the final, ironic ac|
+4038|36|2|6|6|5616.18|0.07|0.05|N|O|1996-02-09|1996-03-05|1996-03-10|COLLECT COD|SHIP| special instructions. packa|
+4039|94|5|1|38|37775.42|0.03|0.06|N|O|1998-03-09|1997-12-31|1998-03-21|DELIVER IN PERSON|REG AIR|sual asymptotes. ironic deposits nag aft|
+4039|122|5|2|17|17376.04|0.10|0.04|N|O|1998-01-15|1998-01-20|1998-01-28|TAKE BACK RETURN|MAIL| regular foxes haggle carefully bo|
+4039|64|1|3|9|8676.54|0.10|0.01|N|O|1998-03-08|1998-02-05|1998-04-05|TAKE BACK RETURN|FOB|t? pinto beans cajole across the thinly r|
+4039|28|3|4|43|39904.86|0.01|0.02|N|O|1998-01-02|1997-12-22|1998-01-15|NONE|FOB|beans believe bene|
+4039|134|5|5|43|44467.59|0.09|0.00|N|O|1998-01-20|1998-01-11|1998-02-05|COLLECT COD|SHIP|sts along the regular in|
+4064|199|1|1|3|3297.57|0.10|0.04|N|O|1997-01-04|1997-01-01|1997-01-23|NONE|SHIP|its! quickly sp|
+4064|40|6|2|15|14100.60|0.02|0.02|N|O|1996-11-09|1996-12-04|1996-11-18|DELIVER IN PERSON|MAIL|braids affix across the regular sheave|
+4064|197|10|3|32|35110.08|0.04|0.07|N|O|1997-01-14|1997-01-01|1997-01-21|COLLECT COD|REG AIR|es boost. careful|
+4064|163|8|4|24|25515.84|0.02|0.02|N|O|1997-01-01|1996-12-31|1997-01-23|DELIVER IN PERSON|SHIP|ly regular ideas.|
+4064|21|2|5|12|11052.24|0.08|0.08|N|O|1997-02-08|1996-12-18|1997-03-06|TAKE BACK RETURN|RAIL|ding to the requests|
+4064|184|5|6|46|49872.28|0.03|0.00|N|O|1996-10-13|1997-01-05|1996-11-06|DELIVER IN PERSON|REG AIR|alongside of the f|
+4064|200|2|7|9|9901.80|0.01|0.06|N|O|1996-12-17|1996-12-13|1997-01-12|NONE|AIR|furiously f|
+4065|138|9|1|14|14533.82|0.04|0.02|A|F|1994-08-22|1994-07-29|1994-09-19|DELIVER IN PERSON|TRUCK|e furiously outside |
+4065|15|6|2|46|42090.46|0.03|0.05|A|F|1994-06-29|1994-08-01|1994-07-03|TAKE BACK RETURN|SHIP|, regular requests may mold above the |
+4065|97|10|3|33|32903.97|0.00|0.03|A|F|1994-09-03|1994-08-16|1994-09-13|DELIVER IN PERSON|AIR|ain blithely |
+4065|107|2|4|8|8056.80|0.00|0.01|R|F|1994-10-04|1994-08-05|1994-10-25|TAKE BACK RETURN|SHIP|ages haggle carefully|
+4065|123|4|5|29|29670.48|0.02|0.07|A|F|1994-06-29|1994-08-19|1994-07-17|NONE|RAIL|equests. packages sleep slyl|
+4065|110|5|6|16|16161.76|0.05|0.00|R|F|1994-08-25|1994-08-06|1994-09-09|COLLECT COD|TRUCK|ncies use furiously. quickly un|
+4065|144|7|7|11|11485.54|0.10|0.04|A|F|1994-07-25|1994-08-02|1994-07-30|NONE|RAIL|hang silently about |
+4066|139|5|1|9|9352.17|0.01|0.05|N|O|1997-05-06|1997-03-25|1997-05-27|COLLECT COD|FOB|nal, ironic accounts. blithel|
+4066|93|5|2|19|18868.71|0.05|0.00|N|O|1997-05-13|1997-04-17|1997-06-08|NONE|TRUCK|quests. slyly regu|
+4066|76|5|3|8|7808.56|0.03|0.03|N|O|1997-04-24|1997-03-11|1997-05-20|NONE|REG AIR|accounts. special pinto beans|
+4066|179|9|4|49|52879.33|0.01|0.01|N|O|1997-02-17|1997-03-24|1997-02-19|NONE|TRUCK|ial braids. furiously final deposits sl|
+4066|171|2|5|43|46060.31|0.05|0.02|N|O|1997-02-16|1997-04-14|1997-02-18|DELIVER IN PERSON|MAIL|r instructions. slyly special |
+4066|109|2|6|44|44400.40|0.01|0.00|N|O|1997-03-01|1997-04-27|1997-03-29|DELIVER IN PERSON|MAIL|express accounts nag bli|
+4067|180|1|1|18|19443.24|0.03|0.08|A|F|1993-01-24|1992-12-23|1993-02-20|TAKE BACK RETURN|FOB|e the slyly final packages d|
+4067|96|10|2|14|13945.26|0.00|0.00|R|F|1993-02-03|1992-12-02|1993-02-07|TAKE BACK RETURN|TRUCK|ructions. quickly ironic accounts detect |
+4067|141|10|3|17|17699.38|0.03|0.05|A|F|1993-01-26|1992-11-23|1993-01-27|NONE|REG AIR|ts haggle slyly unusual, final|
+4067|90|1|4|40|39603.60|0.07|0.08|R|F|1993-01-09|1992-11-21|1993-01-16|DELIVER IN PERSON|TRUCK|lar theodolites nag blithely above the|
+4067|85|6|5|17|16746.36|0.08|0.03|A|F|1993-01-20|1992-12-29|1993-02-03|DELIVER IN PERSON|REG AIR|r accounts. slyly special pa|
+4067|96|8|6|12|11953.08|0.04|0.03|A|F|1992-12-12|1992-11-28|1992-12-15|DELIVER IN PERSON|AIR|lly slyly even theodol|
+4067|83|4|7|17|16712.36|0.01|0.01|R|F|1992-12-12|1992-12-23|1992-12-30|NONE|AIR|ts affix. regular, regular requests s|
+4068|110|1|1|43|43434.73|0.05|0.06|N|O|1996-11-28|1996-11-16|1996-12-22|NONE|AIR|ructions. regular, special packag|
+4068|57|5|2|31|29668.55|0.08|0.03|N|O|1996-12-11|1996-12-07|1996-12-30|NONE|SHIP|ds wake carefully amon|
+4069|129|2|1|39|40135.68|0.09|0.02|R|F|1992-09-06|1992-07-22|1992-09-25|COLLECT COD|SHIP|ven theodolites nag quickly. fluffi|
+4069|43|4|2|32|30177.28|0.10|0.08|A|F|1992-06-18|1992-07-20|1992-07-07|TAKE BACK RETURN|TRUCK|unts. deposit|
+4069|186|7|3|3|3258.54|0.06|0.01|R|F|1992-07-26|1992-07-07|1992-08-04|COLLECT COD|FOB|l packages. even, |
+4069|79|8|4|22|21539.54|0.10|0.05|A|F|1992-08-05|1992-08-04|1992-08-25|COLLECT COD|SHIP|ts. slyly special instruction|
+4069|157|5|5|50|52857.50|0.09|0.06|A|F|1992-07-26|1992-06-30|1992-08-01|TAKE BACK RETURN|REG AIR|even foxes among the express wate|
+4069|125|8|6|3|3075.36|0.02|0.01|A|F|1992-05-24|1992-06-18|1992-06-12|COLLECT COD|MAIL|y final deposits wake furiously! slyl|
+4069|184|5|7|50|54209.00|0.00|0.01|R|F|1992-09-03|1992-06-14|1992-10-01|NONE|REG AIR|ages. carefully regular |
+4070|183|4|1|2|2166.36|0.09|0.08|N|O|1995-08-03|1995-09-10|1995-08-17|TAKE BACK RETURN|REG AIR|ptotes affix|
+4070|155|3|2|40|42206.00|0.07|0.07|N|O|1995-07-13|1995-07-23|1995-08-06|COLLECT COD|MAIL|about the sentiments. quick|
+4070|62|3|3|11|10582.66|0.00|0.08|N|O|1995-08-23|1995-08-15|1995-08-31|TAKE BACK RETURN|MAIL| carefully final pack|
+4070|29|4|4|46|42734.92|0.02|0.02|N|O|1995-06-22|1995-07-14|1995-07-11|DELIVER IN PERSON|REG AIR|nticing ideas. boldly|
+4071|112|2|1|22|22266.42|0.02|0.07|N|O|1996-10-31|1996-12-14|1996-11-05|NONE|REG AIR|sits cajole carefully final instructio|
+4071|18|8|2|47|43146.47|0.00|0.03|N|O|1996-11-04|1996-12-09|1996-11-16|NONE|TRUCK|ts cajole furiously along the|
+4096|27|10|1|31|28737.62|0.10|0.02|A|F|1992-07-14|1992-09-03|1992-07-31|COLLECT COD|TRUCK|y final, even platelets. boldly|
+4096|57|9|2|17|16269.85|0.07|0.03|R|F|1992-09-30|1992-08-11|1992-10-11|TAKE BACK RETURN|REG AIR|platelets alongside of the |
+4096|9|10|3|21|19089.00|0.08|0.00|A|F|1992-08-24|1992-09-04|1992-09-11|DELIVER IN PERSON|MAIL|tes mold flu|
+4096|128|3|4|20|20562.40|0.02|0.07|R|F|1992-08-24|1992-09-13|1992-08-28|DELIVER IN PERSON|TRUCK|sual requests. furiously bold packages wake|
+4097|74|5|1|50|48703.50|0.04|0.04|N|O|1996-08-31|1996-08-14|1996-09-27|DELIVER IN PERSON|MAIL|egular deposits. blithely pending|
+4097|74|4|2|46|44807.22|0.10|0.01|N|O|1996-07-29|1996-08-19|1996-08-25|COLLECT COD|AIR| even depend|
+4097|174|2|3|42|45115.14|0.06|0.06|N|O|1996-08-11|1996-07-30|1996-08-15|NONE|FOB|carefully silent foxes are against the |
+4098|200|1|1|46|50609.20|0.07|0.03|N|O|1997-01-26|1997-01-27|1997-02-13|TAKE BACK RETURN|SHIP|e slyly blithely silent deposits. fluff|
+4099|4|7|1|29|26216.00|0.09|0.07|R|F|1992-11-21|1992-11-04|1992-11-30|NONE|FOB| slowly final warthogs sleep blithely. q|
+4099|137|3|2|3|3111.39|0.04|0.06|A|F|1992-09-12|1992-10-18|1992-10-01|NONE|RAIL|. special packages sleep|
+4099|51|3|3|36|34237.80|0.06|0.06|R|F|1992-11-06|1992-09-28|1992-12-02|NONE|FOB|beans cajole slyly quickly ironic |
+4099|139|5|4|7|7273.91|0.05|0.02|A|F|1992-09-12|1992-11-13|1992-09-14|TAKE BACK RETURN|AIR|onic foxes. quickly final fox|
+4099|163|10|5|48|51031.68|0.00|0.02|R|F|1992-10-18|1992-10-14|1992-11-01|NONE|REG AIR|ts haggle according to the slyly f|
+4099|59|10|6|39|37402.95|0.07|0.02|R|F|1992-12-13|1992-11-13|1992-12-26|DELIVER IN PERSON|REG AIR|fluffy accounts impress pending, iro|
+4099|180|8|7|46|49688.28|0.06|0.07|R|F|1992-10-29|1992-11-03|1992-11-10|DELIVER IN PERSON|REG AIR|ages nag requests.|
+4100|74|5|1|4|3896.28|0.03|0.03|N|O|1996-06-20|1996-04-29|1996-06-21|TAKE BACK RETURN|FOB|lyly regular, bold requ|
+4101|115|2|1|22|22332.42|0.05|0.02|R|F|1994-02-02|1994-02-19|1994-02-12|COLLECT COD|AIR|ly express instructions. careful|
+4102|10|3|1|17|15470.17|0.02|0.02|N|O|1996-06-03|1996-05-06|1996-07-02|COLLECT COD|AIR|ly silent theodolites sleep unusual exc|
+4102|69|8|2|5|4845.30|0.08|0.02|N|O|1996-05-11|1996-05-11|1996-05-16|COLLECT COD|AIR| the furiously even|
+4102|67|4|3|39|37715.34|0.08|0.01|N|O|1996-04-14|1996-05-18|1996-04-20|DELIVER IN PERSON|AIR|ffix blithely slyly special |
+4102|140|6|4|39|40565.46|0.02|0.00|N|O|1996-06-15|1996-06-06|1996-06-30|DELIVER IN PERSON|SHIP|y among the furiously special|
+4102|1|6|5|32|28832.00|0.08|0.01|N|O|1996-05-14|1996-04-29|1996-05-29|NONE|RAIL| the even requests; regular pinto|
+4102|137|8|6|7|7259.91|0.02|0.01|N|O|1996-06-19|1996-05-21|1996-07-15|NONE|REG AIR|bove the carefully pending the|
+4103|75|4|1|40|39002.80|0.05|0.03|R|F|1992-09-19|1992-08-14|1992-09-21|COLLECT COD|RAIL|usly across the slyly busy accounts! fin|
+4128|196|8|1|5|5480.95|0.04|0.04|N|O|1995-10-18|1995-11-28|1995-10-28|TAKE BACK RETURN|FOB|ake permanently |
+4129|56|8|1|32|30593.60|0.03|0.04|A|F|1993-09-16|1993-08-25|1993-09-25|TAKE BACK RETURN|MAIL|ckages haggl|
+4129|27|6|2|39|36153.78|0.06|0.07|R|F|1993-10-21|1993-08-04|1993-10-29|COLLECT COD|MAIL|y regular foxes. slyly ironic deposits |
+4130|178|6|1|44|47439.48|0.07|0.04|N|O|1996-05-14|1996-04-15|1996-05-15|COLLECT COD|TRUCK|eaves haggle qui|
+4130|63|10|2|2|1926.12|0.05|0.06|N|O|1996-05-19|1996-04-24|1996-06-17|TAKE BACK RETURN|RAIL|uriously regular instructions around th|
+4131|50|7|1|6|5700.30|0.05|0.01|N|O|1998-04-27|1998-04-18|1998-04-29|TAKE BACK RETURN|MAIL|ns cajole slyly. even, iro|
+4131|178|8|2|32|34501.44|0.08|0.01|N|O|1998-03-02|1998-03-21|1998-03-07|TAKE BACK RETURN|TRUCK| furiously regular asymptotes nod sly|
+4131|26|9|3|25|23150.50|0.02|0.07|N|O|1998-02-24|1998-03-01|1998-02-27|TAKE BACK RETURN|FOB|uickly exp|
+4131|36|7|4|8|7488.24|0.04|0.01|N|O|1998-03-03|1998-03-15|1998-03-26|COLLECT COD|FOB| after the furiously ironic d|
+4131|125|6|5|30|30753.60|0.01|0.01|N|O|1998-04-01|1998-04-13|1998-04-08|TAKE BACK RETURN|FOB|he fluffily express depen|
+4131|102|7|6|47|47098.70|0.02|0.00|N|O|1998-03-09|1998-04-05|1998-03-13|TAKE BACK RETURN|RAIL|ges. ironic pinto be|
+4132|138|4|1|28|29067.64|0.07|0.03|N|O|1995-08-16|1995-08-01|1995-08-29|TAKE BACK RETURN|SHIP|pths wake against the stealthily special pi|
+4132|15|5|2|23|21045.23|0.07|0.07|N|O|1995-06-27|1995-07-27|1995-07-13|TAKE BACK RETURN|FOB|d deposits. fluffily even requests haggle b|
+4132|87|8|3|18|17767.44|0.09|0.04|A|F|1995-06-01|1995-08-01|1995-06-02|TAKE BACK RETURN|RAIL|y final de|
+4133|24|5|1|35|32340.70|0.02|0.00|A|F|1992-11-25|1992-09-15|1992-12-25|NONE|AIR|g above the quickly bold packages. ev|
+4134|121|4|1|34|34718.08|0.02|0.05|R|F|1995-04-29|1995-03-13|1995-05-11|DELIVER IN PERSON|FOB|e furiously regular sheaves sleep|
+4134|96|10|2|34|33867.06|0.01|0.03|A|F|1995-05-06|1995-03-28|1995-05-13|DELIVER IN PERSON|SHIP|ual asymptotes wake carefully alo|
+4134|171|9|3|12|12854.04|0.05|0.04|A|F|1995-03-19|1995-03-27|1995-04-14|COLLECT COD|TRUCK|kly above the quickly regular |
+4134|100|4|4|45|45004.50|0.08|0.02|A|F|1995-04-11|1995-03-27|1995-04-17|TAKE BACK RETURN|MAIL|ironic pin|
+4135|2|3|1|23|20746.00|0.06|0.01|N|O|1997-04-09|1997-05-12|1997-04-16|TAKE BACK RETURN|FOB|posits cajole furiously carefully|
+4135|120|1|2|32|32643.84|0.07|0.00|N|O|1997-03-14|1997-04-23|1997-04-12|TAKE BACK RETURN|TRUCK| ideas. requests use. furiously|
+4135|160|5|3|33|34985.28|0.05|0.05|N|O|1997-05-01|1997-05-23|1997-05-23|DELIVER IN PERSON|AIR|he fluffil|
+4135|195|6|4|13|14237.47|0.04|0.07|N|O|1997-03-16|1997-05-19|1997-04-03|COLLECT COD|RAIL|efully special account|
+4160|113|10|1|25|25327.75|0.10|0.04|N|O|1996-09-22|1996-10-17|1996-09-24|NONE|SHIP|ar accounts sleep blithe|
+4160|122|7|2|12|12265.44|0.00|0.03|N|O|1996-11-22|1996-09-25|1996-12-10|DELIVER IN PERSON|REG AIR|y bold package|
+4160|63|4|3|48|46226.88|0.04|0.04|N|O|1996-09-19|1996-11-02|1996-09-24|COLLECT COD|FOB| unusual dolphins |
+4161|122|7|1|12|12265.44|0.08|0.02|R|F|1993-08-25|1993-10-04|1993-09-22|COLLECT COD|RAIL|onic dolphins. in|
+4161|28|3|2|47|43616.94|0.05|0.00|A|F|1993-12-20|1993-10-29|1994-01-19|TAKE BACK RETURN|RAIL|r requests about the final, even foxes hag|
+4161|138|4|3|42|43601.46|0.03|0.04|R|F|1993-11-12|1993-10-04|1993-11-27|COLLECT COD|MAIL|thely across the even attainments. express|
+4161|10|5|4|45|40950.45|0.02|0.06|A|F|1993-10-22|1993-10-17|1993-10-30|COLLECT COD|REG AIR|about the ironic packages cajole blithe|
+4161|29|10|5|46|42734.92|0.05|0.01|A|F|1993-11-09|1993-11-17|1993-11-17|TAKE BACK RETURN|TRUCK|he stealthily ironic foxes. ideas haggl|
+4161|148|9|6|19|19914.66|0.07|0.00|R|F|1993-08-22|1993-11-11|1993-09-01|TAKE BACK RETURN|REG AIR|beans breach s|
+4162|74|3|1|45|43833.15|0.10|0.07|A|F|1992-03-21|1992-05-02|1992-03-29|DELIVER IN PERSON|AIR|elets. slyly regular i|
+4162|90|1|2|29|28712.61|0.00|0.05|R|F|1992-02-25|1992-04-25|1992-03-17|NONE|REG AIR|nding pinto beans haggle blithe|
+4163|33|4|1|13|12129.39|0.08|0.03|A|F|1993-02-17|1993-03-13|1993-03-15|DELIVER IN PERSON|REG AIR|phins wake. pending requests inte|
+4164|120|7|1|9|9181.08|0.07|0.02|N|O|1998-08-25|1998-08-13|1998-09-19|DELIVER IN PERSON|SHIP|re fluffily slyly bold requests. |
+4165|41|2|1|12|11292.48|0.00|0.01|N|O|1997-09-20|1997-10-20|1997-10-12|TAKE BACK RETURN|REG AIR|nwind slow theodolites. carefully pending |
+4166|141|10|1|8|8329.12|0.00|0.08|A|F|1993-06-05|1993-04-10|1993-07-05|COLLECT COD|MAIL|uickly. blithely pending de|
+4166|93|5|2|8|7944.72|0.06|0.04|A|F|1993-06-07|1993-04-17|1993-06-16|DELIVER IN PERSON|REG AIR|es along the furiously regular acc|
+4166|7|10|3|17|15419.00|0.02|0.06|R|F|1993-06-29|1993-05-15|1993-07-24|DELIVER IN PERSON|SHIP|ackages. re|
+4166|86|7|4|36|35498.88|0.06|0.05|R|F|1993-03-01|1993-05-25|1993-03-05|COLLECT COD|MAIL|unts. furiously express accounts w|
+4166|77|6|5|5|4885.35|0.08|0.01|A|F|1993-06-19|1993-04-24|1993-06-27|NONE|REG AIR|hely unusual packages are above the f|
+4166|102|5|6|6|6012.60|0.04|0.08|R|F|1993-04-30|1993-04-17|1993-05-08|DELIVER IN PERSON|MAIL|ily ironic deposits print furiously. iron|
+4166|24|5|7|26|24024.52|0.09|0.01|R|F|1993-03-17|1993-05-09|1993-03-25|NONE|MAIL|lar dependencies. s|
+4167|61|8|1|47|45169.82|0.04|0.02|N|O|1998-08-02|1998-08-24|1998-08-28|DELIVER IN PERSON|REG AIR| carefully final asymptotes. slyly bo|
+4167|87|8|2|17|16780.36|0.06|0.07|N|O|1998-09-18|1998-09-06|1998-10-07|COLLECT COD|REG AIR|ly around the even instr|
+4167|73|3|3|1|973.07|0.03|0.06|N|O|1998-10-11|1998-08-14|1998-10-13|COLLECT COD|TRUCK|xpress platelets. blithely |
+4192|11|1|1|36|32796.36|0.06|0.08|N|O|1998-04-25|1998-05-26|1998-05-03|COLLECT COD|TRUCK|eodolites sleep|
+4192|121|6|2|15|15316.80|0.04|0.08|N|O|1998-06-26|1998-05-26|1998-07-16|COLLECT COD|AIR|e slyly special grouches. express pinto b|
+4192|135|6|3|7|7245.91|0.06|0.03|N|O|1998-05-19|1998-07-08|1998-05-31|COLLECT COD|FOB|y; excuses use. ironic, close instru|
+4192|24|3|4|32|29568.64|0.09|0.04|N|O|1998-06-23|1998-06-25|1998-07-17|NONE|FOB|ounts are fluffily slyly bold req|
+4192|48|7|5|48|45505.92|0.08|0.01|N|O|1998-08-17|1998-07-11|1998-09-03|NONE|AIR|ests. quickly bol|
+4192|150|7|6|44|46206.60|0.10|0.02|N|O|1998-08-06|1998-07-09|1998-08-20|NONE|FOB|structions mai|
+4192|170|5|7|27|28894.59|0.02|0.00|N|O|1998-07-03|1998-06-26|1998-07-13|TAKE BACK RETURN|AIR| carefully even escapades. care|
+4193|131|7|1|37|38151.81|0.09|0.06|A|F|1994-04-25|1994-02-24|1994-05-08|NONE|AIR|er the quickly regular dependencies wake|
+4193|117|7|2|3|3051.33|0.09|0.05|R|F|1994-04-29|1994-03-20|1994-05-29|TAKE BACK RETURN|REG AIR|osits above the depo|
+4193|179|10|3|10|10791.70|0.06|0.03|A|F|1994-02-10|1994-03-22|1994-03-09|COLLECT COD|RAIL|uffily spe|
+4193|51|9|4|29|27580.45|0.09|0.05|A|F|1994-02-11|1994-03-11|1994-03-13|TAKE BACK RETURN|RAIL|ly. final packages use blit|
+4193|20|7|5|50|46001.00|0.01|0.01|R|F|1994-04-28|1994-03-23|1994-05-09|NONE|FOB| beans. regular accounts cajole. de|
+4193|66|1|6|21|20287.26|0.02|0.04|R|F|1994-04-26|1994-03-22|1994-05-23|DELIVER IN PERSON|TRUCK|accounts cajole b|
+4194|197|1|1|43|47179.17|0.08|0.06|A|F|1994-11-06|1994-12-09|1994-11-16|NONE|TRUCK|olites are after the exp|
+4194|47|10|2|18|17046.72|0.07|0.07|A|F|1995-02-14|1994-12-04|1995-03-11|TAKE BACK RETURN|TRUCK|ld packages. quickly eve|
+4195|6|9|1|14|12684.00|0.09|0.04|R|F|1993-09-06|1993-07-21|1993-09-18|DELIVER IN PERSON|REG AIR|ironic packages. carefully express|
+4195|66|1|2|22|21253.32|0.10|0.08|R|F|1993-07-01|1993-07-23|1993-07-28|COLLECT COD|RAIL|lly express pinto bea|
+4195|194|8|3|19|20789.61|0.01|0.06|R|F|1993-09-06|1993-08-13|1993-09-15|TAKE BACK RETURN|REG AIR|telets sleep even requests. final, even i|
+4196|156|4|1|30|31684.50|0.02|0.06|N|O|1998-08-09|1998-06-30|1998-09-05|COLLECT COD|SHIP|egular foxes us|
+4196|9|6|2|31|28179.00|0.09|0.08|N|O|1998-06-12|1998-07-28|1998-07-11|NONE|MAIL|ut the blithely ironic inst|
+4196|178|9|3|46|49595.82|0.05|0.00|N|O|1998-09-05|1998-06-28|1998-09-10|TAKE BACK RETURN|MAIL|according to t|
+4196|114|8|4|42|42592.62|0.04|0.06|N|O|1998-08-13|1998-07-18|1998-09-07|TAKE BACK RETURN|AIR| instructions. courts cajole slyly ev|
+4196|72|2|5|3|2916.21|0.01|0.03|N|O|1998-05-17|1998-07-21|1998-05-18|DELIVER IN PERSON|TRUCK| accounts. fu|
+4196|87|8|6|43|42444.44|0.01|0.06|N|O|1998-08-12|1998-07-12|1998-08-22|DELIVER IN PERSON|FOB|es. slyly even |
+4196|4|1|7|3|2712.00|0.00|0.06|N|O|1998-08-05|1998-07-28|1998-08-15|DELIVER IN PERSON|REG AIR|y regular packages haggle furiously alongs|
+4197|129|8|1|50|51456.00|0.06|0.03|N|O|1996-11-15|1996-11-01|1996-11-20|NONE|FOB|. carefully bold asymptotes nag blithe|
+4197|70|9|2|39|37832.73|0.02|0.08|N|O|1996-10-07|1996-10-11|1996-10-18|DELIVER IN PERSON|RAIL|ronic requests. quickly bold packages in|
+4197|32|8|3|28|26096.84|0.06|0.02|N|O|1996-10-05|1996-10-24|1996-10-22|TAKE BACK RETURN|AIR|regular pin|
+4197|96|7|4|23|22910.07|0.00|0.03|N|O|1996-09-10|1996-10-10|1996-09-25|NONE|AIR|l instructions print slyly past the reg|
+4197|121|6|5|37|37781.44|0.03|0.04|N|O|1996-10-20|1996-10-10|1996-11-10|COLLECT COD|TRUCK|carefully enticing decoys boo|
+4197|31|7|6|48|44689.44|0.08|0.00|N|O|1996-10-07|1996-10-25|1996-10-23|COLLECT COD|REG AIR| final instructions. blithe, spe|
+4198|146|9|1|48|50214.72|0.09|0.05|N|O|1997-09-03|1997-07-18|1997-09-11|NONE|REG AIR|cajole carefully final, ironic ide|
+4198|143|6|2|46|47984.44|0.09|0.01|N|O|1997-08-17|1997-09-08|1997-09-11|COLLECT COD|TRUCK|posits among th|
+4198|145|4|3|13|13586.82|0.03|0.04|N|O|1997-07-18|1997-07-24|1997-08-10|NONE|REG AIR| furious excuses. bli|
+4199|70|5|1|16|15521.12|0.10|0.00|A|F|1992-06-11|1992-04-10|1992-07-10|COLLECT COD|TRUCK|ncies. furiously special accounts|
+4199|9|10|2|18|16362.00|0.00|0.01|A|F|1992-06-01|1992-03-30|1992-06-28|DELIVER IN PERSON|RAIL|pending, regular accounts. carefully|
+4224|199|10|1|27|29678.13|0.05|0.03|N|O|1997-09-05|1997-08-19|1997-09-30|NONE|SHIP|ly special deposits sleep qui|
+4224|37|3|2|20|18740.60|0.07|0.05|N|O|1997-11-09|1997-08-23|1997-11-14|NONE|FOB|unts promise across the requests. blith|
+4224|24|7|3|4|3696.08|0.08|0.05|N|O|1997-09-07|1997-09-05|1997-09-25|TAKE BACK RETURN|FOB| even dinos. carefull|
+4224|160|2|4|50|53008.00|0.10|0.06|N|O|1997-07-30|1997-09-10|1997-08-19|COLLECT COD|RAIL|side of the carefully silent dep|
+4224|85|6|5|48|47283.84|0.00|0.04|N|O|1997-10-03|1997-08-31|1997-10-10|NONE|RAIL| final, regular asymptotes use alway|
+4225|49|8|1|25|23726.00|0.08|0.04|N|O|1997-07-10|1997-08-08|1997-07-31|TAKE BACK RETURN|TRUCK|se fluffily. busily ironic requests are;|
+4225|96|8|2|23|22910.07|0.02|0.04|N|O|1997-09-18|1997-08-31|1997-10-11|TAKE BACK RETURN|RAIL|. quickly b|
+4225|98|10|3|28|27946.52|0.08|0.03|N|O|1997-07-11|1997-09-01|1997-08-03|DELIVER IN PERSON|FOB|ts are requests. even, bold depos|
+4226|188|9|1|27|29380.86|0.06|0.08|A|F|1993-05-03|1993-04-12|1993-05-16|COLLECT COD|AIR|sly alongside of the slyly ironic pac|
+4227|158|6|1|19|20104.85|0.01|0.08|A|F|1995-05-05|1995-05-03|1995-05-22|COLLECT COD|REG AIR|ns sleep along the blithely even theodolit|
+4227|33|4|2|8|7464.24|0.09|0.00|N|F|1995-06-11|1995-04-30|1995-06-28|COLLECT COD|REG AIR| packages since the bold, u|
+4227|75|6|3|11|10725.77|0.10|0.04|A|F|1995-03-30|1995-05-02|1995-04-26|DELIVER IN PERSON|SHIP|l requests-- bold requests cajole dogg|
+4227|200|4|4|2|2200.40|0.02|0.05|R|F|1995-04-24|1995-05-09|1995-05-21|DELIVER IN PERSON|AIR|ep. specia|
+4227|147|6|5|49|51309.86|0.05|0.06|R|F|1995-05-19|1995-04-12|1995-06-12|TAKE BACK RETURN|REG AIR|ts sleep blithely carefully unusual ideas.|
+4228|141|10|1|20|20822.80|0.00|0.06|N|O|1997-04-24|1997-05-29|1997-05-17|NONE|RAIL|f the slyly fluffy pinto beans are|
+4229|96|9|1|44|43827.96|0.02|0.05|N|O|1998-05-29|1998-05-12|1998-06-16|DELIVER IN PERSON|AIR|s. carefully e|
+4229|5|8|2|34|30770.00|0.07|0.05|N|O|1998-05-26|1998-04-13|1998-06-08|DELIVER IN PERSON|MAIL|thely final accounts use even packa|
+4230|46|5|1|38|35949.52|0.10|0.03|A|F|1992-04-28|1992-04-21|1992-05-28|TAKE BACK RETURN|FOB|ly regular packages. regular ideas boost|
+4230|199|3|2|43|47265.17|0.02|0.08|R|F|1992-03-14|1992-05-13|1992-03-28|NONE|FOB|ses lose blithely slyly final e|
+4230|196|9|3|10|10961.90|0.06|0.02|A|F|1992-06-11|1992-04-11|1992-07-02|TAKE BACK RETURN|MAIL|ar packages are |
+4230|75|6|4|28|27301.96|0.01|0.03|R|F|1992-05-12|1992-05-10|1992-06-01|TAKE BACK RETURN|MAIL|nt instruct|
+4230|125|10|5|50|51256.00|0.00|0.01|A|F|1992-03-29|1992-05-19|1992-04-20|TAKE BACK RETURN|SHIP|ts. final instructions in|
+4230|35|6|6|30|28050.90|0.05|0.07|A|F|1992-03-11|1992-04-29|1992-03-30|NONE|AIR|s. final excuses across the|
+4230|152|3|7|18|18938.70|0.10|0.04|R|F|1992-06-23|1992-05-10|1992-07-04|COLLECT COD|SHIP| the final acco|
+4231|142|3|1|47|48980.58|0.09|0.03|N|O|1997-11-27|1998-01-26|1997-12-17|NONE|REG AIR|hely along the silent at|
+4231|166|3|2|4|4264.64|0.06|0.02|N|O|1997-11-28|1998-01-26|1997-12-12|TAKE BACK RETURN|MAIL|lithely even packages. |
+4231|121|2|3|31|31654.72|0.07|0.08|N|O|1998-02-14|1997-12-27|1998-03-01|DELIVER IN PERSON|FOB|ublate. theodoli|
+4231|40|1|4|35|32901.40|0.10|0.00|N|O|1998-02-21|1998-01-24|1998-03-18|DELIVER IN PERSON|FOB|le quickly regular, unus|
+4256|151|9|1|22|23125.30|0.05|0.05|R|F|1992-07-30|1992-05-14|1992-08-14|NONE|TRUCK|, final platelets are slyly final pint|
+4257|65|10|1|3|2895.18|0.10|0.03|N|O|1995-06-18|1995-05-01|1995-07-12|DELIVER IN PERSON|MAIL|thin the theodolites use after the bl|
+4257|35|6|2|5|4675.15|0.01|0.04|R|F|1995-04-29|1995-06-05|1995-05-13|TAKE BACK RETURN|TRUCK|n deposits. furiously e|
+4257|128|9|3|33|33927.96|0.03|0.04|A|F|1995-05-23|1995-05-03|1995-05-31|COLLECT COD|AIR|uffily regular accounts ar|
+4258|166|7|1|36|38381.76|0.02|0.06|N|O|1997-02-23|1997-01-25|1997-02-27|TAKE BACK RETURN|SHIP|ns use alongs|
+4258|162|1|2|19|20181.04|0.03|0.02|N|O|1997-01-14|1996-12-12|1997-01-20|TAKE BACK RETURN|AIR|ly busily ironic foxes. f|
+4258|31|7|3|46|42827.38|0.04|0.07|N|O|1997-01-02|1996-12-26|1997-01-12|DELIVER IN PERSON|AIR| furiously pend|
+4258|35|6|4|22|20570.66|0.04|0.04|N|O|1996-12-12|1996-12-06|1996-12-20|TAKE BACK RETURN|AIR|e regular, even asym|
+4258|163|10|5|9|9568.44|0.04|0.03|N|O|1996-12-04|1996-12-08|1996-12-20|DELIVER IN PERSON|TRUCK|counts wake permanently after the bravely|
+4259|43|6|1|14|13202.56|0.05|0.03|N|O|1998-01-09|1997-11-21|1998-01-29|TAKE BACK RETURN|RAIL| furiously pending excuses. ideas hagg|
+4260|24|7|1|21|19404.42|0.08|0.04|R|F|1992-08-06|1992-06-18|1992-08-22|NONE|AIR|al, pending accounts must|
+4261|110|1|1|12|12121.32|0.05|0.01|A|F|1992-11-01|1993-01-01|1992-11-12|NONE|FOB|into beans |
+4261|82|3|2|4|3928.32|0.02|0.07|R|F|1992-12-11|1992-12-18|1992-12-24|DELIVER IN PERSON|FOB|ackages unwind furiously fluff|
+4261|175|5|3|3|3225.51|0.07|0.02|R|F|1992-11-10|1992-12-14|1992-11-17|COLLECT COD|RAIL|ly even deposits eat blithely alo|
+4261|174|3|4|36|38670.12|0.04|0.06|R|F|1992-12-02|1992-12-18|1992-12-25|NONE|REG AIR| slyly pendi|
+4261|24|7|5|28|25872.56|0.07|0.06|A|F|1992-10-08|1992-12-23|1992-10-11|TAKE BACK RETURN|MAIL|packages. fluffily i|
+4262|76|7|1|30|29282.10|0.01|0.03|N|O|1996-08-11|1996-10-11|1996-09-09|TAKE BACK RETURN|RAIL|tes after the carefully|
+4262|96|7|2|5|4980.45|0.02|0.05|N|O|1996-09-27|1996-09-05|1996-10-25|COLLECT COD|SHIP|blithely final asymptotes integrate|
+4262|162|1|3|5|5310.80|0.08|0.00|N|O|1996-10-02|1996-10-16|1996-10-05|NONE|REG AIR|ironic accounts are unusu|
+4262|74|2|4|45|43833.15|0.02|0.01|N|O|1996-11-09|1996-09-09|1996-11-12|DELIVER IN PERSON|SHIP|ackages boost. pending, even instruction|
+4262|100|3|5|28|28002.80|0.06|0.02|N|O|1996-10-22|1996-09-06|1996-11-13|DELIVER IN PERSON|FOB|ironic, regular depend|
+4262|17|7|6|26|23842.26|0.03|0.02|N|O|1996-08-29|1996-09-25|1996-08-31|NONE|RAIL|s boost slyly along the bold, iro|
+4262|160|5|7|41|43466.56|0.03|0.01|N|O|1996-08-28|1996-09-14|1996-09-20|COLLECT COD|RAIL|cuses unwind ac|
+4263|18|9|1|9|8262.09|0.08|0.07|N|O|1998-04-04|1998-04-29|1998-05-04|COLLECT COD|AIR|structions cajole quic|
+4263|196|10|2|28|30693.32|0.05|0.03|N|O|1998-06-24|1998-06-08|1998-07-14|NONE|MAIL|ideas for the carefully re|
+4263|11|1|3|38|34618.38|0.01|0.01|N|O|1998-07-10|1998-05-08|1998-07-17|NONE|TRUCK|rding to the dep|
+4263|19|3|4|20|18380.20|0.02|0.07|N|O|1998-04-09|1998-04-30|1998-05-04|NONE|RAIL|uietly regular deposits. sly deposits w|
+4263|198|2|5|14|15374.66|0.09|0.06|N|O|1998-05-06|1998-04-17|1998-05-11|DELIVER IN PERSON|TRUCK|d accounts. daringly regular accounts hagg|
+4263|113|10|6|47|47616.17|0.08|0.06|N|O|1998-06-28|1998-05-09|1998-07-02|DELIVER IN PERSON|TRUCK|y. theodolites wake idly ironic do|
+4263|29|4|7|6|5574.12|0.04|0.04|N|O|1998-05-01|1998-06-02|1998-05-14|TAKE BACK RETURN|REG AIR|g the final, regular instructions: |
+4288|74|5|1|32|31170.24|0.10|0.07|R|F|1993-03-19|1993-01-26|1993-04-18|TAKE BACK RETURN|AIR|e blithely even instructions. speci|
+4288|105|6|2|39|39198.90|0.05|0.02|R|F|1993-03-25|1993-02-06|1993-03-28|DELIVER IN PERSON|AIR|uffy theodolites run|
+4288|125|8|3|7|7175.84|0.03|0.01|A|F|1993-01-15|1993-02-05|1993-01-26|NONE|TRUCK|ngside of the special platelet|
+4289|196|7|1|19|20827.61|0.06|0.06|R|F|1993-12-31|1993-11-06|1994-01-23|DELIVER IN PERSON|TRUCK|e carefully regular ideas. sl|
+4290|137|3|1|23|23853.99|0.06|0.04|R|F|1995-04-04|1995-02-16|1995-04-07|TAKE BACK RETURN|REG AIR|uests cajole carefully.|
+4290|99|2|2|3|2997.27|0.09|0.03|A|F|1995-03-25|1995-03-07|1995-04-11|NONE|RAIL|lar platelets cajole|
+4291|192|6|1|3|3276.57|0.08|0.08|A|F|1994-03-17|1994-02-21|1994-03-27|COLLECT COD|SHIP|tes sleep slyly above the quickly sl|
+4291|125|8|2|43|44080.16|0.01|0.06|A|F|1994-02-01|1994-02-27|1994-02-06|DELIVER IN PERSON|REG AIR|s. quietly regular |
+4291|8|1|3|25|22700.00|0.09|0.08|R|F|1994-02-14|1994-02-08|1994-03-15|COLLECT COD|AIR|uctions. furiously regular ins|
+4292|44|3|1|22|20768.88|0.08|0.03|R|F|1992-02-14|1992-02-16|1992-03-01|NONE|FOB|refully expres|
+4292|40|6|2|1|940.04|0.03|0.01|A|F|1992-02-07|1992-03-16|1992-02-10|DELIVER IN PERSON|FOB| the furiously ev|
+4292|120|10|3|35|35704.20|0.03|0.06|A|F|1992-03-23|1992-04-04|1992-04-02|COLLECT COD|TRUCK|dugouts use. furiously bold packag|
+4292|163|10|4|40|42526.40|0.05|0.04|A|F|1992-04-27|1992-03-07|1992-05-04|COLLECT COD|REG AIR|ounts according to the furiously |
+4292|131|7|5|6|6186.78|0.07|0.08|R|F|1992-03-03|1992-02-24|1992-03-25|COLLECT COD|FOB|bove the silently regula|
+4292|4|1|6|47|42488.00|0.05|0.00|R|F|1992-05-02|1992-03-21|1992-05-27|TAKE BACK RETURN|FOB|y packages; even ideas boost|
+4293|1|6|1|34|30634.00|0.03|0.08|N|O|1996-11-05|1996-10-12|1996-12-04|NONE|FOB|ions sleep blithely on|
+4293|77|5|2|50|48853.50|0.01|0.05|N|O|1996-11-27|1996-10-30|1996-12-22|COLLECT COD|MAIL| special deposits. furiousl|
+4293|199|1|3|47|51661.93|0.08|0.02|N|O|1996-09-07|1996-10-24|1996-09-15|NONE|RAIL|ithely pending deposits af|
+4293|88|9|4|25|24702.00|0.04|0.04|N|O|1996-09-11|1996-11-14|1996-09-22|DELIVER IN PERSON|FOB|inal asympt|
+4293|181|2|5|1|1081.18|0.06|0.05|N|O|1996-11-15|1996-10-09|1996-11-26|COLLECT COD|AIR|eposits should boost along the |
+4293|79|7|6|45|44058.15|0.10|0.04|N|O|1996-11-04|1996-11-06|1996-11-23|NONE|MAIL|lar ideas use carefully|
+4294|105|8|1|19|19096.90|0.03|0.04|A|F|1992-10-16|1992-11-13|1992-10-26|DELIVER IN PERSON|AIR|nt dependencies. furiously regular ideas d|
+4294|27|2|2|16|14832.32|0.01|0.02|R|F|1992-08-17|1992-09-24|1992-09-04|TAKE BACK RETURN|REG AIR|lithely pint|
+4294|198|1|3|30|32945.70|0.01|0.00|A|F|1992-09-12|1992-11-06|1992-09-25|NONE|MAIL|olites. bold foxes affix ironic theodolite|
+4294|105|2|4|34|34173.40|0.02|0.01|R|F|1992-09-09|1992-11-06|1992-10-04|TAKE BACK RETURN|REG AIR|pendencies!|
+4294|119|3|5|37|37707.07|0.05|0.01|R|F|1992-09-07|1992-10-13|1992-09-08|NONE|REG AIR|cial packages nag f|
+4294|87|8|6|42|41457.36|0.02|0.03|A|F|1992-09-30|1992-11-13|1992-10-15|DELIVER IN PERSON|FOB| carefully; furiously ex|
+4294|175|3|7|47|50532.99|0.02|0.08|R|F|1992-11-09|1992-11-03|1992-12-05|TAKE BACK RETURN|SHIP|es. blithely r|
+4295|29|2|1|49|45521.98|0.09|0.01|N|O|1996-05-25|1996-03-17|1996-06-19|TAKE BACK RETURN|REG AIR|refully silent requests. f|
+4295|71|9|2|4|3884.28|0.09|0.07|N|O|1996-06-05|1996-04-26|1996-06-13|DELIVER IN PERSON|TRUCK|arefully according to the pending ac|
+4295|193|4|3|3|3279.57|0.04|0.00|N|O|1996-06-04|1996-04-24|1996-06-24|DELIVER IN PERSON|AIR|telets cajole bravely|
+4295|80|9|4|30|29402.40|0.07|0.06|N|O|1996-03-22|1996-04-23|1996-04-20|NONE|SHIP|yly ironic frets. pending foxes after |
+4320|46|5|1|28|26489.12|0.02|0.06|N|O|1997-01-28|1997-02-07|1997-02-07|COLLECT COD|FOB|nts. even, ironic excuses hagg|
+4320|140|6|2|6|6240.84|0.08|0.08|N|O|1997-01-11|1997-01-26|1997-01-22|DELIVER IN PERSON|SHIP|against the carefully careful asym|
+4320|188|9|3|33|35909.94|0.09|0.02|N|O|1996-12-11|1997-02-27|1997-01-08|TAKE BACK RETURN|SHIP|ess asymptotes so|
+4321|147|6|1|33|34555.62|0.09|0.02|A|F|1994-09-01|1994-08-17|1994-09-05|DELIVER IN PERSON|TRUCK|yly special excuses. fluffily |
+4321|54|2|2|45|42932.25|0.00|0.08|R|F|1994-11-13|1994-09-15|1994-11-18|DELIVER IN PERSON|SHIP| haggle ironically bold theodolites. quick|
+4321|186|7|3|23|24982.14|0.01|0.05|A|F|1994-11-03|1994-10-08|1994-11-06|DELIVER IN PERSON|SHIP|ly even orbits slee|
+4321|91|2|4|4|3964.36|0.02|0.00|R|F|1994-09-10|1994-10-06|1994-09-11|NONE|FOB|ironic deposi|
+4321|172|2|5|10|10721.70|0.04|0.03|A|F|1994-09-07|1994-08-23|1994-09-17|TAKE BACK RETURN|SHIP|wake carefully alongside of |
+4322|69|4|1|39|37793.34|0.04|0.02|N|O|1998-04-27|1998-06-03|1998-05-04|TAKE BACK RETURN|MAIL|its integrate fluffily |
+4322|140|1|2|9|9361.26|0.05|0.08|N|O|1998-05-18|1998-04-27|1998-05-28|COLLECT COD|AIR|ual instructio|
+4322|8|9|3|12|10896.00|0.09|0.05|N|O|1998-03-29|1998-06-05|1998-04-16|DELIVER IN PERSON|TRUCK|e blithely against the slyly unusu|
+4322|46|7|4|17|16082.68|0.09|0.08|N|O|1998-05-31|1998-05-31|1998-06-10|TAKE BACK RETURN|FOB|ructions boost |
+4322|102|7|5|10|10021.00|0.00|0.05|N|O|1998-05-31|1998-04-27|1998-06-25|TAKE BACK RETURN|REG AIR| regular ideas engage carefully quick|
+4322|60|8|6|39|37442.34|0.09|0.08|N|O|1998-03-16|1998-05-21|1998-04-11|COLLECT COD|AIR|ccounts. dogged pin|
+4322|14|4|7|34|31076.34|0.05|0.00|N|O|1998-05-27|1998-04-12|1998-06-16|NONE|REG AIR|ounts haggle fluffily ideas. pend|
+4323|1|2|1|33|29733.00|0.09|0.02|A|F|1994-05-04|1994-03-06|1994-05-23|COLLECT COD|TRUCK|the slyly bold deposits slee|
+4324|51|2|1|44|41846.20|0.05|0.04|N|O|1995-10-15|1995-09-07|1995-11-07|DELIVER IN PERSON|AIR|ainst the u|
+4324|48|7|2|12|11376.48|0.04|0.02|N|O|1995-10-05|1995-09-07|1995-10-18|NONE|REG AIR|c packages. furiously express sauternes|
+4324|82|3|3|14|13749.12|0.07|0.06|N|O|1995-11-12|1995-08-26|1995-11-21|COLLECT COD|AIR| packages nag express excuses. qui|
+4324|50|7|4|14|13300.70|0.02|0.04|N|O|1995-09-20|1995-10-08|1995-10-06|COLLECT COD|RAIL| express ideas. blithely blit|
+4324|84|5|5|22|21649.76|0.07|0.03|N|O|1995-09-13|1995-10-04|1995-09-23|DELIVER IN PERSON|SHIP|ke express, special ideas.|
+4324|43|2|6|31|29234.24|0.08|0.04|N|O|1995-10-23|1995-09-14|1995-11-09|COLLECT COD|RAIL|efully flu|
+4324|154|6|7|46|48490.90|0.00|0.03|N|O|1995-11-03|1995-09-28|1995-11-22|NONE|SHIP|ular, final theodo|
+4325|160|2|1|18|19082.88|0.01|0.07|N|O|1996-10-07|1996-09-28|1996-10-31|DELIVER IN PERSON|RAIL|. blithely|
+4326|163|4|1|11|11694.76|0.01|0.01|N|O|1997-02-02|1996-12-10|1997-02-20|DELIVER IN PERSON|TRUCK|press reque|
+4326|167|6|2|27|28813.32|0.06|0.01|N|O|1996-11-29|1997-01-20|1996-12-23|COLLECT COD|AIR|inal packages. final asymptotes about t|
+4327|95|8|1|18|17911.62|0.08|0.00|N|F|1995-06-16|1995-04-20|1995-07-12|COLLECT COD|RAIL|y final excuses. ironic, special requests a|
+4327|106|9|2|40|40244.00|0.07|0.01|N|F|1995-05-26|1995-04-17|1995-06-18|NONE|AIR|quests. packages are after th|
+4327|145|2|3|11|11496.54|0.10|0.07|R|F|1995-04-24|1995-05-27|1995-05-24|TAKE BACK RETURN|FOB| ironic dolphins|
+4327|21|10|4|8|7368.16|0.04|0.08|N|F|1995-05-26|1995-05-28|1995-06-19|DELIVER IN PERSON|AIR|eodolites cajole; unusual Tiresias|
+4327|190|1|5|39|42517.41|0.01|0.00|N|O|1995-06-23|1995-04-18|1995-07-13|TAKE BACK RETURN|FOB|kages against the blit|
+4327|152|4|6|10|10521.50|0.00|0.06|A|F|1995-04-28|1995-06-11|1995-05-07|TAKE BACK RETURN|TRUCK|arefully sile|
+4352|106|9|1|18|18109.80|0.00|0.03|N|O|1998-02-27|1998-02-02|1998-03-01|DELIVER IN PERSON|RAIL|ding to th|
+4353|94|8|1|22|21869.98|0.05|0.05|N|O|1998-01-19|1998-01-23|1998-02-10|COLLECT COD|FOB|ent packages. accounts are slyly. |
+4354|15|9|1|30|27450.30|0.08|0.07|R|F|1995-01-27|1994-11-24|1995-02-25|TAKE BACK RETURN|REG AIR|around the ir|
+4354|153|8|2|23|24222.45|0.01|0.08|R|F|1994-11-20|1994-12-23|1994-11-27|TAKE BACK RETURN|AIR|kly along the ironic, ent|
+4354|51|6|3|2|1902.10|0.10|0.04|A|F|1995-01-09|1994-12-15|1995-01-24|TAKE BACK RETURN|REG AIR|s nag quickly |
+4354|86|7|4|36|35498.88|0.05|0.05|A|F|1994-11-20|1994-12-06|1994-12-06|DELIVER IN PERSON|AIR| wake slyly eve|
+4354|65|10|5|37|35707.22|0.06|0.02|R|F|1995-01-13|1994-12-29|1995-01-31|DELIVER IN PERSON|FOB|deas use blithely! special foxes print af|
+4354|108|3|6|36|36291.60|0.03|0.04|R|F|1994-12-03|1994-12-05|1995-01-02|TAKE BACK RETURN|TRUCK|efully special packages use fluffily|
+4354|139|5|7|18|18704.34|0.03|0.04|A|F|1994-12-07|1994-12-11|1994-12-11|TAKE BACK RETURN|SHIP|ross the furiously |
+4355|195|7|1|32|35046.08|0.10|0.02|N|O|1996-12-29|1997-02-08|1997-01-24|DELIVER IN PERSON|REG AIR|y silent deposits. b|
+4355|17|1|2|4|3668.04|0.05|0.02|N|O|1997-02-25|1997-01-29|1997-03-17|TAKE BACK RETURN|TRUCK|slyly blithely regular packag|
+4355|1|2|3|13|11713.00|0.07|0.05|N|O|1997-01-21|1996-12-22|1997-02-14|COLLECT COD|TRUCK| ought to mold. blithely pending ideas |
+4355|194|6|4|14|15318.66|0.04|0.02|N|O|1997-03-08|1997-01-22|1997-03-26|NONE|RAIL|he furiously ironic accounts. quickly iro|
+4355|31|7|5|50|46551.50|0.10|0.00|N|O|1996-11-25|1997-01-01|1996-12-06|DELIVER IN PERSON|REG AIR| regular accounts boost along the |
+4355|122|7|6|35|35774.20|0.00|0.08|N|O|1997-01-28|1997-01-28|1997-02-20|NONE|FOB|ess accounts affix ironic|
+4355|101|4|7|47|47051.70|0.09|0.02|N|O|1996-12-28|1996-12-29|1997-01-09|NONE|RAIL|e. realms integrate |
+4356|194|5|1|35|38296.65|0.00|0.04|R|F|1994-05-30|1994-06-14|1994-06-08|COLLECT COD|MAIL|arefully ironic |
+4357|84|5|1|50|49204.00|0.04|0.07|N|O|1997-11-25|1997-12-03|1997-12-17|DELIVER IN PERSON|RAIL|s. final, e|
+4357|108|9|2|17|17137.70|0.10|0.07|N|O|1998-02-01|1997-12-08|1998-02-09|DELIVER IN PERSON|MAIL|e carefully furiou|
+4358|126|5|1|47|48227.64|0.04|0.00|N|O|1997-10-15|1997-10-14|1997-11-04|DELIVER IN PERSON|SHIP|refully busy dep|
+4359|174|3|1|41|44040.97|0.03|0.07|A|F|1993-04-06|1993-05-06|1993-04-14|COLLECT COD|RAIL|s affix sly|
+4359|153|8|2|8|8425.20|0.03|0.08|R|F|1993-06-27|1993-05-16|1993-07-04|DELIVER IN PERSON|MAIL|packages affix. fluffily regular f|
+4359|193|6|3|32|34982.08|0.10|0.03|R|F|1993-06-18|1993-04-04|1993-07-18|COLLECT COD|MAIL|olites nag quietly caref|
+4359|78|8|4|1|978.07|0.05|0.03|R|F|1993-04-27|1993-05-09|1993-05-08|NONE|MAIL| fluffily ironic, bold pac|
+4359|33|4|5|22|20526.66|0.04|0.01|A|F|1993-03-28|1993-06-01|1993-04-13|NONE|REG AIR|accounts wake ironic deposits. ironic|
+4384|136|7|1|5|5180.65|0.09|0.01|A|F|1992-08-22|1992-08-24|1992-09-20|DELIVER IN PERSON|MAIL|instructions sleep. blithely express pa|
+4384|89|10|2|38|37585.04|0.07|0.06|A|F|1992-10-18|1992-09-24|1992-11-04|NONE|FOB|ly final requests. regu|
+4384|89|10|3|11|10879.88|0.05|0.04|R|F|1992-08-31|1992-10-04|1992-09-28|TAKE BACK RETURN|FOB|deposits promise carefully even, regular e|
+4385|111|8|1|38|38422.18|0.00|0.02|N|O|1996-11-22|1996-10-30|1996-12-21|DELIVER IN PERSON|TRUCK|inal frays. final, bold exc|
+4386|130|3|1|10|10301.30|0.05|0.07|N|O|1998-06-03|1998-04-16|1998-06-28|TAKE BACK RETURN|MAIL|gainst the quickly expre|
+4386|118|2|2|28|28507.08|0.03|0.06|N|O|1998-03-19|1998-05-01|1998-03-27|NONE|FOB|. quick packages play slyly |
+4386|140|1|3|4|4160.56|0.07|0.05|N|O|1998-04-07|1998-03-25|1998-04-19|COLLECT COD|FOB|ns wake carefully carefully iron|
+4386|121|2|4|21|21443.52|0.09|0.00|N|O|1998-05-05|1998-03-19|1998-05-13|NONE|RAIL|e pending, sp|
+4386|130|3|5|39|40175.07|0.09|0.06|N|O|1998-03-05|1998-03-15|1998-03-16|NONE|RAIL|structions cajole quickly express|
+4386|90|1|6|18|17821.62|0.02|0.05|N|O|1998-04-12|1998-04-09|1998-05-12|TAKE BACK RETURN|SHIP| deposits use according to the pending, |
+4386|20|4|7|16|14720.32|0.07|0.02|N|O|1998-05-05|1998-03-17|1998-06-03|COLLECT COD|AIR|e furiously final pint|
+4387|122|5|1|3|3066.36|0.02|0.01|N|O|1996-01-17|1996-01-14|1996-01-28|COLLECT COD|AIR| boost slyly ironic instructions. furiou|
+4387|177|5|2|48|51704.16|0.06|0.05|N|O|1995-10-29|1995-12-11|1995-11-01|NONE|REG AIR|sleep slyly. blithely sl|
+4387|2|5|3|15|13530.00|0.00|0.03|N|O|1996-01-11|1996-01-14|1996-01-30|TAKE BACK RETURN|REG AIR|s hinder quietly across the pla|
+4387|47|8|4|9|8523.36|0.00|0.03|N|O|1996-01-04|1995-12-26|1996-01-12|DELIVER IN PERSON|REG AIR|c ideas. slyly regular packages sol|
+4387|82|3|5|3|2946.24|0.05|0.08|N|O|1995-11-17|1995-12-28|1995-11-25|COLLECT COD|SHIP| pinto beans |
+4387|6|3|6|40|36240.00|0.02|0.04|N|O|1995-11-29|1995-12-10|1995-12-20|NONE|REG AIR|deas according to the blithely regular fox|
+4388|65|10|1|30|28951.80|0.02|0.07|N|O|1996-06-07|1996-05-07|1996-06-22|DELIVER IN PERSON|FOB|s cajole fluffil|
+4388|84|5|2|28|27554.24|0.05|0.04|N|O|1996-05-08|1996-06-20|1996-05-12|TAKE BACK RETURN|RAIL|ove the ide|
+4388|52|4|3|13|12376.65|0.07|0.05|N|O|1996-06-28|1996-05-23|1996-07-04|DELIVER IN PERSON|REG AIR|ly even, expre|
+4389|157|2|1|20|21143.00|0.08|0.00|A|F|1994-06-06|1994-06-17|1994-06-17|DELIVER IN PERSON|SHIP|ng the carefully express d|
+4389|153|5|2|13|13690.95|0.00|0.00|A|F|1994-08-18|1994-06-06|1994-08-20|NONE|RAIL|nal, regula|
+4389|79|9|3|39|38183.73|0.04|0.07|A|F|1994-06-08|1994-06-04|1994-06-10|TAKE BACK RETURN|TRUCK| unusual, final excuses cajole carefully |
+4389|160|2|4|5|5300.80|0.09|0.00|A|F|1994-09-03|1994-06-23|1994-09-16|NONE|FOB| ironic request|
+4389|11|5|5|22|20042.22|0.08|0.00|R|F|1994-07-05|1994-06-12|1994-07-12|NONE|TRUCK|lly silent de|
+4389|2|3|6|22|19844.00|0.01|0.04|R|F|1994-06-07|1994-06-29|1994-06-19|COLLECT COD|TRUCK|at the final excuses hinder carefully a|
+4389|185|6|7|4|4340.72|0.09|0.08|R|F|1994-06-14|1994-06-30|1994-07-06|NONE|REG AIR| blithely even d|
+4390|152|10|1|35|36825.25|0.07|0.04|R|F|1995-05-30|1995-07-02|1995-06-15|DELIVER IN PERSON|TRUCK|ongside of the slyly regular ideas|
+4390|196|8|2|28|30693.32|0.03|0.00|N|O|1995-09-07|1995-06-22|1995-10-05|COLLECT COD|SHIP|ld braids haggle atop the for|
+4390|101|8|3|42|42046.20|0.05|0.08|A|F|1995-06-12|1995-07-16|1995-06-17|NONE|AIR|arefully even accoun|
+4390|98|2|4|32|31938.88|0.07|0.08|N|O|1995-09-15|1995-08-12|1995-10-05|TAKE BACK RETURN|TRUCK|ctions across|
+4391|161|10|1|1|1061.16|0.09|0.00|R|F|1992-06-18|1992-04-27|1992-06-20|COLLECT COD|TRUCK|ong the silent deposits|
+4391|187|8|2|45|48923.10|0.07|0.04|R|F|1992-04-01|1992-05-01|1992-04-13|TAKE BACK RETURN|TRUCK|ep quickly after |
+4416|94|7|1|37|36781.33|0.08|0.03|A|F|1992-10-23|1992-08-23|1992-11-16|COLLECT COD|RAIL|fluffily ironic |
+4416|89|10|2|3|2967.24|0.06|0.03|R|F|1992-10-22|1992-08-06|1992-11-13|DELIVER IN PERSON|SHIP| requests sleep along the |
+4416|9|6|3|45|40905.00|0.09|0.03|A|F|1992-10-16|1992-09-09|1992-10-28|COLLECT COD|AIR|the final pinto beans. special frets |
+4417|75|5|1|28|27301.96|0.08|0.02|N|O|1998-09-04|1998-10-04|1998-09-19|TAKE BACK RETURN|REG AIR|ies across the furious|
+4417|181|2|2|1|1081.18|0.06|0.08|N|O|1998-10-23|1998-08-22|1998-10-24|NONE|REG AIR|press deposits promise stealthily amo|
+4417|98|2|3|35|34933.15|0.06|0.04|N|O|1998-08-08|1998-09-23|1998-09-02|DELIVER IN PERSON|FOB|slyly regular, silent courts. even packag|
+4418|35|1|1|32|29920.96|0.02|0.06|A|F|1993-05-28|1993-06-02|1993-05-30|TAKE BACK RETURN|RAIL|ly. bold pinto b|
+4418|22|5|2|14|12908.28|0.03|0.04|A|F|1993-05-20|1993-06-18|1993-06-05|TAKE BACK RETURN|SHIP| blithely regular requests. blith|
+4418|79|7|3|3|2937.21|0.00|0.02|R|F|1993-04-08|1993-06-04|1993-05-02|NONE|SHIP|luffily across the unusual ideas. reque|
+4419|108|9|1|45|45364.50|0.01|0.05|N|O|1996-07-20|1996-09-07|1996-08-18|DELIVER IN PERSON|TRUCK|s doze sometimes fluffily regular a|
+4419|32|8|2|42|39145.26|0.00|0.03|N|O|1996-09-18|1996-07-25|1996-09-21|COLLECT COD|RAIL|sts. furious|
+4419|132|3|3|6|6192.78|0.02|0.08|N|O|1996-06-25|1996-09-04|1996-07-20|DELIVER IN PERSON|AIR|ts wake slyly final dugou|
+4420|8|5|1|7|6356.00|0.07|0.03|R|F|1994-08-30|1994-09-03|1994-09-25|NONE|FOB| regular instructions sleep around|
+4421|98|2|1|37|36929.33|0.09|0.08|N|O|1997-07-22|1997-06-27|1997-07-25|DELIVER IN PERSON|SHIP|l accounts. ironic request|
+4421|56|1|2|46|43978.30|0.04|0.04|N|O|1997-04-21|1997-05-13|1997-05-15|DELIVER IN PERSON|FOB|reful packages. bold, |
+4421|167|6|3|46|49089.36|0.00|0.06|N|O|1997-05-25|1997-05-21|1997-06-23|COLLECT COD|TRUCK|g dependenci|
+4421|191|4|4|32|34918.08|0.06|0.04|N|O|1997-07-09|1997-06-03|1997-07-25|NONE|SHIP|ar ideas eat among the furiousl|
+4421|190|1|5|32|34886.08|0.06|0.04|N|O|1997-07-28|1997-06-14|1997-08-13|NONE|REG AIR|uickly final pinto beans impress. bold |
+4421|47|6|6|44|41669.76|0.09|0.06|N|O|1997-06-17|1997-06-20|1997-06-29|NONE|TRUCK|le carefully. bl|
+4421|116|3|7|18|18289.98|0.01|0.00|N|O|1997-06-07|1997-05-13|1997-06-10|DELIVER IN PERSON|FOB|. regular, s|
+4422|135|1|1|5|5175.65|0.09|0.07|N|O|1995-07-17|1995-08-13|1995-07-25|NONE|SHIP|e furiously about t|
+4422|48|5|2|41|38869.64|0.08|0.05|N|F|1995-06-12|1995-07-09|1995-06-20|COLLECT COD|TRUCK| theodolites shal|
+4422|103|10|3|39|39120.90|0.00|0.05|N|O|1995-09-02|1995-06-24|1995-09-14|NONE|TRUCK|en hockey players engage|
+4422|153|4|4|4|4212.60|0.02|0.05|N|O|1995-09-18|1995-08-12|1995-10-18|COLLECT COD|FOB|cies along the bo|
+4422|80|9|5|20|19601.60|0.07|0.05|N|O|1995-08-17|1995-07-16|1995-09-13|DELIVER IN PERSON|RAIL|ructions wake slyly al|
+4423|150|9|1|3|3150.45|0.03|0.00|A|F|1995-03-22|1995-04-06|1995-04-19|NONE|TRUCK| final theodolites nag after the bli|
+4423|60|5|2|2|1920.12|0.07|0.04|A|F|1995-03-04|1995-04-04|1995-03-08|TAKE BACK RETURN|REG AIR|old sheaves sleep|
+4448|52|7|1|24|22849.20|0.10|0.07|N|O|1998-09-09|1998-07-06|1998-09-27|DELIVER IN PERSON|SHIP|nal packages along the ironic instructi|
+4448|189|10|2|13|14159.34|0.00|0.01|N|O|1998-07-26|1998-07-03|1998-08-14|COLLECT COD|MAIL|fluffily express accounts integrate furiou|
+4448|41|4|3|35|32936.40|0.10|0.06|N|O|1998-09-18|1998-07-27|1998-10-08|NONE|REG AIR|aggle carefully alongside of the q|
+4448|141|2|4|3|3123.42|0.01|0.01|N|O|1998-07-20|1998-07-10|1998-08-07|DELIVER IN PERSON|TRUCK|ronic theod|
+4448|91|2|5|41|40634.69|0.00|0.08|N|O|1998-07-30|1998-08-09|1998-08-03|NONE|AIR|pon the permanently even excuses nag |
+4448|172|3|6|12|12866.04|0.06|0.03|N|O|1998-08-21|1998-06-30|1998-09-09|COLLECT COD|RAIL|sits about the ironic, bu|
+4449|32|3|1|42|39145.26|0.10|0.07|N|O|1998-03-22|1998-05-09|1998-04-03|NONE|FOB| packages. blithely final |
+4449|141|8|2|10|10411.40|0.02|0.03|N|O|1998-05-09|1998-05-04|1998-05-15|NONE|SHIP|ccounts alongside of the platelets integr|
+4450|174|5|1|44|47263.48|0.10|0.00|N|O|1997-10-12|1997-10-13|1997-10-29|DELIVER IN PERSON|RAIL| the slyly eve|
+4450|15|6|2|9|8235.09|0.03|0.03|N|O|1997-08-13|1997-08-16|1997-08-15|NONE|FOB|gular requests cajole carefully. regular c|
+4450|96|8|3|45|44824.05|0.08|0.01|N|O|1997-09-01|1997-10-06|1997-09-19|NONE|TRUCK|express ideas are furiously regular|
+4450|62|9|4|13|12506.78|0.00|0.00|N|O|1997-08-26|1997-09-18|1997-09-20|COLLECT COD|MAIL| brave foxes. slyly unusual|
+4450|56|7|5|6|5736.30|0.09|0.01|N|O|1997-09-02|1997-09-30|1997-09-09|NONE|FOB|eposits. foxes cajole unusual fox|
+4451|164|5|1|40|42566.40|0.03|0.03|A|F|1994-11-18|1994-12-25|1994-11-26|DELIVER IN PERSON|RAIL|y. slyly special deposits are sly|
+4451|63|4|2|34|32744.04|0.10|0.02|A|F|1994-11-30|1994-12-04|1994-12-13|COLLECT COD|SHIP| regular ideas.|
+4451|159|10|3|19|20123.85|0.05|0.06|R|F|1994-10-09|1994-11-26|1994-10-23|COLLECT COD|FOB|ly after the fluffi|
+4452|114|8|1|21|21296.31|0.07|0.03|R|F|1994-10-06|1994-08-23|1994-10-15|COLLECT COD|TRUCK|multipliers x-ray carefully in place of |
+4452|1|8|2|47|42347.00|0.01|0.06|A|F|1994-10-08|1994-08-09|1994-10-09|TAKE BACK RETURN|TRUCK|ts. slyly regular cour|
+4453|147|10|1|41|42932.74|0.00|0.08|N|O|1997-07-17|1997-05-15|1997-07-31|NONE|REG AIR|anent theodolites are slyly except t|
+4453|133|4|2|16|16530.08|0.03|0.00|N|O|1997-07-22|1997-05-05|1997-08-03|COLLECT COD|FOB|ar excuses nag quickly even accounts. b|
+4453|62|7|3|48|46178.88|0.02|0.07|N|O|1997-05-29|1997-06-24|1997-06-03|NONE|SHIP|eep. fluffily express accounts at the furi|
+4453|102|5|4|26|26054.60|0.06|0.07|N|O|1997-05-07|1997-06-07|1997-05-22|NONE|TRUCK|express packages are|
+4454|151|9|1|20|21023.00|0.10|0.08|R|F|1994-05-06|1994-03-17|1994-05-20|COLLECT COD|SHIP|lar theodolites. even instructio|
+4454|152|10|2|22|23147.30|0.06|0.02|A|F|1994-02-06|1994-04-11|1994-03-06|DELIVER IN PERSON|RAIL|ully. carefully final accounts accordi|
+4454|192|3|3|45|49148.55|0.07|0.04|A|F|1994-03-29|1994-03-26|1994-04-04|TAKE BACK RETURN|RAIL|ests promise. packages print fur|
+4454|2|3|4|1|902.00|0.09|0.05|A|F|1994-02-05|1994-04-19|1994-02-12|COLLECT COD|RAIL|equests run.|
+4454|52|4|5|48|45698.40|0.00|0.07|R|F|1994-04-23|1994-04-03|1994-04-26|COLLECT COD|FOB|to beans wake across th|
+4454|160|8|6|20|21203.20|0.10|0.03|A|F|1994-04-08|1994-03-06|1994-04-26|DELIVER IN PERSON|TRUCK|quickly regular requests. furiously|
+4455|70|5|1|20|19401.40|0.01|0.05|A|F|1994-01-31|1993-11-21|1994-03-02|DELIVER IN PERSON|MAIL| express packages. packages boost quickly|
+4455|153|4|2|47|49498.05|0.09|0.01|R|F|1994-01-01|1993-12-25|1994-01-05|COLLECT COD|FOB| requests. even, even accou|
+4455|123|2|3|34|34786.08|0.00|0.06|A|F|1993-10-24|1993-11-27|1993-11-04|TAKE BACK RETURN|AIR| slyly ironic requests. quickly even d|
+4480|108|5|1|30|30243.00|0.08|0.03|R|F|1994-07-29|1994-06-22|1994-08-01|NONE|FOB|ven braids us|
+4481|24|9|1|50|46201.00|0.02|0.06|N|O|1996-07-22|1996-05-13|1996-08-14|DELIVER IN PERSON|RAIL|ar packages. regula|
+4481|190|1|2|27|29435.13|0.02|0.03|N|O|1996-04-06|1996-05-17|1996-04-12|TAKE BACK RETURN|AIR|ackages haggle even, |
+4482|71|2|1|32|31074.24|0.06|0.03|A|F|1995-05-16|1995-07-22|1995-06-07|NONE|RAIL| quickly pendin|
+4482|96|9|2|32|31874.88|0.01|0.06|N|O|1995-08-16|1995-06-26|1995-09-10|DELIVER IN PERSON|AIR|eans wake according |
+4483|6|7|1|32|28992.00|0.07|0.07|R|F|1992-04-05|1992-05-25|1992-04-08|DELIVER IN PERSON|MAIL|ests haggle. slyl|
+4483|62|1|2|50|48103.00|0.01|0.06|A|F|1992-06-19|1992-05-12|1992-07-08|DELIVER IN PERSON|TRUCK|ag blithely even|
+4483|9|4|3|50|45450.00|0.00|0.04|R|F|1992-06-10|1992-04-18|1992-06-17|DELIVER IN PERSON|MAIL|ackages. furiously ironi|
+4484|95|9|1|4|3980.36|0.06|0.03|N|O|1997-04-09|1997-02-11|1997-04-12|TAKE BACK RETURN|TRUCK|packages de|
+4484|137|8|2|39|40448.07|0.05|0.02|N|O|1997-04-01|1997-01-26|1997-04-21|NONE|RAIL|onic accounts wake blithel|
+4484|190|1|3|38|41427.22|0.06|0.07|N|O|1997-03-07|1997-01-31|1997-04-01|COLLECT COD|REG AIR|. even requests un|
+4484|122|5|4|41|41906.92|0.06|0.03|N|O|1997-01-25|1997-02-15|1997-01-29|TAKE BACK RETURN|REG AIR|ress accounts. ironic deposits unwind fur|
+4484|3|4|5|42|37926.00|0.03|0.07|N|O|1997-03-25|1997-02-21|1997-04-05|DELIVER IN PERSON|REG AIR|ding, pending requests wake. fluffily |
+4484|36|7|6|29|27144.87|0.09|0.06|N|O|1996-12-27|1997-03-10|1997-01-13|NONE|FOB| wake blithely ironic|
+4484|103|8|7|50|50155.00|0.07|0.01|N|O|1997-03-17|1997-03-16|1997-03-21|COLLECT COD|FOB|the ironic, final theodo|
+4485|191|5|1|1|1091.19|0.03|0.05|R|F|1994-12-04|1995-02-07|1994-12-09|NONE|AIR|play according to the ironic, ironic|
+4485|141|10|2|46|47892.44|0.04|0.06|R|F|1995-03-09|1994-12-14|1995-03-23|DELIVER IN PERSON|AIR|. ironic foxes haggle. regular war|
+4485|175|6|3|43|46232.31|0.01|0.05|R|F|1995-01-17|1995-02-11|1995-02-07|DELIVER IN PERSON|TRUCK|al accounts according to the slyly r|
+4485|144|5|4|43|44898.02|0.08|0.06|R|F|1995-01-28|1995-01-26|1995-02-07|DELIVER IN PERSON|AIR|. blithely|
+4485|6|7|5|47|42582.00|0.08|0.04|R|F|1995-03-11|1995-01-11|1995-03-21|TAKE BACK RETURN|RAIL|luffily pending acc|
+4486|135|1|1|46|47615.98|0.08|0.00|N|O|1998-05-02|1998-04-05|1998-05-08|COLLECT COD|MAIL|ackages. specia|
+4486|49|2|2|19|18031.76|0.10|0.01|N|O|1998-06-07|1998-05-28|1998-07-02|NONE|MAIL|pending foxes after|
+4486|96|7|3|47|46816.23|0.02|0.07|N|O|1998-04-09|1998-05-24|1998-05-07|DELIVER IN PERSON|MAIL|ts around the quiet packages ar|
+4486|91|4|4|28|27750.52|0.07|0.02|N|O|1998-04-21|1998-04-19|1998-04-26|TAKE BACK RETURN|AIR|to the furious, regular foxes play abov|
+4487|138|4|1|37|38410.81|0.03|0.07|R|F|1993-02-28|1993-04-18|1993-03-17|TAKE BACK RETURN|MAIL|bove the fu|
+4487|113|10|2|49|49642.39|0.10|0.00|R|F|1993-06-13|1993-05-08|1993-07-10|COLLECT COD|FOB|sual packages should ha|
+4487|190|1|3|1|1090.19|0.02|0.07|A|F|1993-05-11|1993-05-23|1993-05-17|TAKE BACK RETURN|FOB|ithely final asym|
+4487|93|4|4|25|24827.25|0.07|0.03|A|F|1993-03-09|1993-04-27|1993-03-30|COLLECT COD|RAIL|g the final instructions. slyly c|
+4512|162|1|1|30|31864.80|0.07|0.07|N|O|1996-01-28|1995-12-22|1996-02-22|TAKE BACK RETURN|TRUCK|ly unusual package|
+4512|41|4|2|24|22584.96|0.04|0.06|N|O|1995-12-16|1996-01-16|1995-12-25|NONE|SHIP|ly regular pinto beans. carefully bold depo|
+4512|145|8|3|21|21947.94|0.00|0.00|N|O|1995-10-31|1995-12-30|1995-11-15|NONE|REG AIR|lly unusual pinto b|
+4512|141|2|4|32|33316.48|0.10|0.01|N|O|1995-11-25|1995-12-28|1995-12-06|NONE|FOB|counts are against the quickly regular |
+4512|133|4|5|43|44424.59|0.06|0.00|N|O|1995-12-20|1995-11-28|1996-01-14|NONE|AIR|are carefully. theodolites wake|
+4513|170|1|1|29|31034.93|0.03|0.01|N|O|1996-05-18|1996-05-23|1996-06-08|NONE|REG AIR|cajole. regular packages boost. s|
+4513|70|9|2|39|37832.73|0.01|0.04|N|O|1996-06-25|1996-05-14|1996-07-24|NONE|MAIL|slyly furiously unusual deposits. blit|
+4513|138|4|3|34|35296.42|0.00|0.03|N|O|1996-03-27|1996-06-12|1996-04-06|DELIVER IN PERSON|SHIP|sits. quickly even instructions |
+4513|192|6|4|13|14198.47|0.08|0.08|N|O|1996-04-12|1996-05-19|1996-04-25|DELIVER IN PERSON|AIR|l, final excuses detect furi|
+4514|164|9|1|27|28732.32|0.06|0.06|R|F|1994-07-01|1994-07-13|1994-07-26|COLLECT COD|AIR| even, silent foxes be|
+4514|46|3|2|15|14190.60|0.10|0.04|R|F|1994-08-24|1994-07-11|1994-09-14|DELIVER IN PERSON|RAIL|! unusual, special deposits afte|
+4514|78|8|3|10|9780.70|0.09|0.05|A|F|1994-06-19|1994-06-25|1994-07-01|COLLECT COD|SHIP|ake furiously. carefully regular requests|
+4514|81|2|4|9|8829.72|0.10|0.03|A|F|1994-08-04|1994-07-01|1994-09-01|DELIVER IN PERSON|REG AIR|wly. quick|
+4514|149|8|5|12|12589.68|0.02|0.03|R|F|1994-08-20|1994-06-09|1994-09-15|TAKE BACK RETURN|FOB| carefully ironic foxes nag caref|
+4514|189|10|6|38|41388.84|0.03|0.05|A|F|1994-07-28|1994-07-06|1994-08-25|NONE|AIR|ending excuses. sl|
+4514|177|8|7|27|29083.59|0.04|0.06|A|F|1994-06-24|1994-07-14|1994-06-30|TAKE BACK RETURN|TRUCK|. slyly sile|
+4515|39|10|1|15|14085.45|0.06|0.01|R|F|1992-05-26|1992-05-25|1992-06-03|NONE|SHIP|posits wake|
+4515|103|10|2|50|50155.00|0.06|0.03|A|F|1992-03-28|1992-05-16|1992-04-20|NONE|AIR|ding instructions again|
+4515|154|6|3|27|28462.05|0.09|0.01|A|F|1992-06-06|1992-06-08|1992-06-07|DELIVER IN PERSON|REG AIR| against the even re|
+4515|54|5|4|32|30529.60|0.06|0.03|R|F|1992-04-07|1992-05-11|1992-04-09|COLLECT COD|MAIL|carefully express depo|
+4515|45|8|5|22|20790.88|0.09|0.07|A|F|1992-07-16|1992-05-07|1992-07-23|NONE|SHIP|le quickly above the even, bold ideas.|
+4515|180|8|6|23|24844.14|0.04|0.00|R|F|1992-05-23|1992-06-15|1992-06-20|TAKE BACK RETURN|FOB|ns. bold r|
+4516|170|9|1|34|36385.78|0.05|0.04|A|F|1994-05-16|1994-06-23|1994-06-12|NONE|SHIP|even pinto beans wake qui|
+4517|43|4|1|50|47152.00|0.01|0.02|N|O|1998-06-08|1998-04-18|1998-06-20|DELIVER IN PERSON|MAIL|refully pending acco|
+4518|144|7|1|9|9397.26|0.09|0.04|N|O|1997-06-26|1997-07-07|1997-07-10|NONE|RAIL| pending deposits. slyly re|
+4518|45|6|2|19|17955.76|0.10|0.05|N|O|1997-08-09|1997-06-06|1997-08-27|COLLECT COD|RAIL|ter the slyly bo|
+4519|55|3|1|30|28651.50|0.09|0.07|R|F|1993-04-11|1993-06-05|1993-04-22|DELIVER IN PERSON|REG AIR|totes. slyly bold somas after the |
+4519|191|3|2|37|40374.03|0.06|0.08|R|F|1993-07-22|1993-06-16|1993-08-19|COLLECT COD|AIR|ly slyly furious depth|
+4544|131|7|1|40|41245.20|0.07|0.01|N|O|1997-08-15|1997-10-16|1997-08-20|DELIVER IN PERSON|RAIL| detect slyly. evenly pending instru|
+4544|172|2|2|19|20371.23|0.08|0.01|N|O|1997-08-14|1997-09-08|1997-08-25|NONE|SHIP|regular ideas are furiously about|
+4544|71|9|3|20|19421.40|0.02|0.07|N|O|1997-10-12|1997-10-11|1997-10-13|COLLECT COD|REG AIR| waters about the|
+4544|51|6|4|39|37090.95|0.07|0.05|N|O|1997-08-20|1997-09-07|1997-08-27|COLLECT COD|REG AIR|ular packages. s|
+4544|133|4|5|31|32027.03|0.09|0.03|N|O|1997-08-09|1997-09-29|1997-08-17|COLLECT COD|TRUCK|dolites detect quickly reg|
+4544|27|8|6|8|7416.16|0.10|0.03|N|O|1997-10-13|1997-10-06|1997-10-25|COLLECT COD|AIR|olites. fi|
+4545|173|1|1|38|40780.46|0.06|0.06|R|F|1993-01-27|1993-03-01|1993-02-04|NONE|TRUCK|nts serve according to th|
+4545|63|4|2|27|26002.62|0.01|0.06|R|F|1993-02-07|1993-02-18|1993-02-18|NONE|FOB|ously bold asymptotes! blithely pen|
+4545|87|8|3|9|8883.72|0.10|0.06|R|F|1993-03-20|1993-02-23|1993-04-11|TAKE BACK RETURN|AIR|xpress accounts|
+4545|64|9|4|2|1928.12|0.10|0.00|R|F|1993-04-16|1993-04-17|1993-05-03|NONE|REG AIR|ages use. slyly even i|
+4545|117|1|5|27|27461.97|0.08|0.05|A|F|1993-03-18|1993-02-22|1993-03-23|NONE|RAIL|ccounts haggle carefully. deposits |
+4545|109|2|6|8|8072.80|0.03|0.02|A|F|1993-05-01|1993-03-12|1993-05-15|NONE|FOB| boost slyly. slyly|
+4545|9|2|7|36|32724.00|0.10|0.04|R|F|1993-01-28|1993-03-30|1993-02-04|DELIVER IN PERSON|SHIP|sublate slyly. furiously ironic accounts b|
+4546|133|4|1|10|10331.30|0.09|0.02|N|O|1995-09-23|1995-10-10|1995-10-23|COLLECT COD|TRUCK|osits alongside of the|
+4546|171|10|2|15|16067.55|0.04|0.07|N|O|1995-07-31|1995-10-17|1995-08-06|NONE|REG AIR|ught to cajole furiously. qu|
+4546|77|8|3|4|3908.28|0.06|0.08|N|O|1995-08-14|1995-10-07|1995-08-16|COLLECT COD|MAIL|kly pending dependencies along the furio|
+4546|149|6|4|10|10491.40|0.08|0.02|N|O|1995-09-02|1995-09-16|1995-09-10|DELIVER IN PERSON|FOB|above the enticingly ironic dependencies|
+4547|188|9|1|15|16322.70|0.10|0.04|A|F|1993-12-08|1993-11-15|1993-12-22|NONE|REG AIR|ets haggle. regular dinos affix fu|
+4547|116|10|2|7|7112.77|0.10|0.02|A|F|1993-09-04|1993-09-29|1993-09-20|COLLECT COD|RAIL|slyly express a|
+4547|45|2|3|15|14175.60|0.00|0.00|R|F|1993-11-18|1993-10-06|1993-12-13|NONE|TRUCK|e carefully across the unus|
+4547|148|7|4|15|15722.10|0.05|0.08|R|F|1993-11-29|1993-10-12|1993-12-29|COLLECT COD|REG AIR|ironic gifts integrate |
+4548|14|8|1|21|19194.21|0.10|0.05|N|O|1996-07-11|1996-09-04|1996-07-30|COLLECT COD|REG AIR|pecial theodoli|
+4548|47|10|2|17|16099.68|0.00|0.08|N|O|1996-07-23|1996-09-21|1996-07-26|DELIVER IN PERSON|REG AIR|y ironic requests above the fluffily d|
+4548|123|2|3|47|48086.64|0.05|0.04|N|O|1996-07-24|1996-09-12|1996-08-08|NONE|MAIL|ts. excuses use slyly spec|
+4548|177|6|4|22|23697.74|0.07|0.01|N|O|1996-07-06|1996-08-23|1996-07-15|DELIVER IN PERSON|RAIL|s. furiously ironic theodolites c|
+4548|45|4|5|36|34021.44|0.04|0.06|N|O|1996-08-19|1996-09-12|1996-09-08|COLLECT COD|FOB|tions integrat|
+4549|159|1|1|44|46602.60|0.08|0.00|N|O|1998-03-13|1998-04-15|1998-03-27|TAKE BACK RETURN|TRUCK|ding to the regular, silent requests|
+4549|89|10|2|1|989.08|0.05|0.08|N|O|1998-05-04|1998-04-11|1998-05-14|TAKE BACK RETURN|AIR| requests wake. furiously even |
+4550|150|7|1|9|9451.35|0.05|0.06|R|F|1995-04-19|1995-02-07|1995-04-24|COLLECT COD|SHIP|l dependencies boost slyly after th|
+4550|66|5|2|19|18355.14|0.06|0.04|A|F|1995-01-01|1995-02-13|1995-01-20|NONE|AIR|quests. express |
+4551|11|1|1|6|5466.06|0.08|0.08|N|O|1996-05-18|1996-04-23|1996-06-13|DELIVER IN PERSON|TRUCK|fily silent fo|
+4551|179|8|2|26|28058.42|0.02|0.04|N|O|1996-04-14|1996-04-26|1996-04-17|TAKE BACK RETURN|RAIL|le. carefully dogged accounts use furiousl|
+4551|22|1|3|22|20284.44|0.08|0.01|N|O|1996-05-12|1996-03-17|1996-05-29|TAKE BACK RETURN|REG AIR|ly ironic reques|
+4551|198|10|4|27|29651.13|0.00|0.01|N|O|1996-04-28|1996-03-22|1996-05-22|TAKE BACK RETURN|RAIL|y along the slyly even |
+4576|90|1|1|5|4950.45|0.09|0.03|N|O|1996-08-23|1996-11-08|1996-09-20|TAKE BACK RETURN|AIR|ly express, special asymptote|
+4576|58|9|2|43|41196.15|0.08|0.06|N|O|1996-10-24|1996-09-23|1996-11-10|NONE|SHIP|ly final deposits. never|
+4576|42|1|3|14|13188.56|0.09|0.01|N|O|1996-09-12|1996-09-30|1996-09-24|COLLECT COD|MAIL|detect slyly.|
+4577|185|6|1|43|46662.74|0.01|0.03|N|O|1998-06-16|1998-07-09|1998-06-17|TAKE BACK RETURN|AIR|packages. |
+4577|177|6|2|43|46318.31|0.05|0.03|N|O|1998-08-24|1998-06-02|1998-09-14|TAKE BACK RETURN|RAIL|ly accounts. carefully |
+4577|69|6|3|12|11628.72|0.07|0.05|N|O|1998-07-29|1998-06-17|1998-08-04|DELIVER IN PERSON|TRUCK|equests alongsi|
+4578|74|2|1|10|9740.70|0.09|0.06|R|F|1993-01-01|1992-11-19|1993-01-28|TAKE BACK RETURN|REG AIR|uests. blithely unus|
+4578|169|10|2|42|44904.72|0.06|0.00|R|F|1993-01-05|1992-11-06|1993-01-13|DELIVER IN PERSON|FOB|s are caref|
+4578|179|8|3|15|16187.55|0.01|0.01|R|F|1992-10-23|1992-11-22|1992-11-09|DELIVER IN PERSON|REG AIR|gular theodo|
+4578|139|10|4|7|7273.91|0.09|0.08|A|F|1992-12-07|1992-11-27|1993-01-05|TAKE BACK RETURN|SHIP|odolites. carefully unusual ideas accor|
+4578|163|2|5|20|21263.20|0.04|0.02|A|F|1993-01-11|1992-11-09|1993-01-23|TAKE BACK RETURN|RAIL|iously pending theodolites--|
+4579|175|4|1|14|15052.38|0.02|0.02|N|O|1996-02-01|1996-01-08|1996-02-08|TAKE BACK RETURN|MAIL|nding theodolites. fluffil|
+4579|42|3|2|28|26377.12|0.02|0.05|N|O|1996-01-22|1996-02-13|1996-02-03|DELIVER IN PERSON|RAIL|slyly across the |
+4579|178|9|3|34|36657.78|0.05|0.02|N|O|1996-02-26|1996-02-22|1996-03-16|COLLECT COD|MAIL|hely. carefully blithe dependen|
+4579|120|1|4|8|8160.96|0.05|0.06|N|O|1995-12-16|1996-01-15|1995-12-18|TAKE BACK RETURN|AIR|posits. carefully perman|
+4580|92|5|1|22|21825.98|0.01|0.05|A|F|1994-01-16|1994-01-26|1994-02-05|COLLECT COD|AIR|nticingly final packag|
+4580|32|3|2|10|9320.30|0.05|0.04|R|F|1993-12-20|1993-12-30|1994-01-17|COLLECT COD|RAIL|gular, pending deposits. fina|
+4580|1|8|3|41|36941.00|0.00|0.07|R|F|1993-12-13|1994-01-31|1994-01-06|NONE|SHIP|requests. quickly silent asymptotes sle|
+4580|178|8|4|5|5390.85|0.07|0.00|A|F|1994-01-28|1993-12-17|1994-02-22|NONE|TRUCK|o beans. f|
+4580|189|10|5|39|42478.02|0.03|0.02|R|F|1993-12-28|1993-12-26|1994-01-23|NONE|RAIL|. fluffily final dolphins use furiously al|
+4581|165|4|1|37|39410.92|0.01|0.04|A|F|1992-10-17|1992-11-05|1992-11-04|DELIVER IN PERSON|MAIL|e the blithely bold pearls ha|
+4581|50|3|2|7|6650.35|0.01|0.02|A|F|1992-10-09|1992-10-20|1992-10-21|TAKE BACK RETURN|MAIL|express accounts d|
+4581|21|10|3|46|42366.92|0.04|0.04|A|F|1992-09-09|1992-11-27|1992-09-26|NONE|REG AIR|nag toward the carefully final accounts. |
+4582|192|5|1|17|18567.23|0.09|0.08|N|O|1996-08-17|1996-08-26|1996-08-20|COLLECT COD|REG AIR|ng packages. depo|
+4583|141|2|1|17|17699.38|0.01|0.05|A|F|1994-11-08|1994-11-03|1994-11-29|COLLECT COD|MAIL|romise. reques|
+4583|187|8|2|43|46748.74|0.04|0.04|A|F|1994-10-30|1994-12-17|1994-11-16|COLLECT COD|RAIL|fully after the speci|
+4583|196|10|3|28|30693.32|0.00|0.07|A|F|1994-10-29|1994-11-21|1994-11-28|NONE|SHIP|to beans haggle sly|
+4583|173|4|4|27|28975.59|0.08|0.03|R|F|1995-01-11|1994-12-24|1995-02-10|DELIVER IN PERSON|TRUCK| detect silent requests. furiously speci|
+4583|184|5|5|36|39030.48|0.09|0.06|A|F|1995-01-06|1994-11-25|1995-01-29|DELIVER IN PERSON|RAIL|ar requests haggle after the furiously |
+4583|122|7|6|14|14309.68|0.09|0.01|R|F|1994-11-17|1994-11-08|1994-11-21|DELIVER IN PERSON|AIR|detect. doggedly regular pi|
+4583|87|8|7|32|31586.56|0.04|0.00|A|F|1995-01-13|1994-10-29|1995-02-08|TAKE BACK RETURN|RAIL|across the pinto beans-- quickly|
+4608|173|1|1|30|32195.10|0.08|0.05|R|F|1994-10-08|1994-07-18|1994-10-25|DELIVER IN PERSON|SHIP|s cajole. slyly |
+4608|47|8|2|50|47352.00|0.06|0.01|A|F|1994-07-25|1994-09-01|1994-08-10|NONE|FOB| theodolites|
+4608|79|9|3|50|48953.50|0.03|0.01|A|F|1994-08-04|1994-09-10|1994-08-13|COLLECT COD|TRUCK| wake closely. even decoys haggle above|
+4608|31|2|4|36|33517.08|0.05|0.06|R|F|1994-10-04|1994-08-02|1994-10-21|COLLECT COD|FOB|ages wake quickly slyly iron|
+4609|47|6|1|28|26517.12|0.10|0.05|N|O|1997-02-02|1997-02-17|1997-03-02|DELIVER IN PERSON|REG AIR|ously. quickly final requests cajole fl|
+4609|185|6|2|3|3255.54|0.09|0.03|N|O|1996-12-28|1997-02-06|1997-01-20|NONE|FOB|nstructions. furious instructions |
+4609|23|4|3|46|42458.92|0.05|0.05|N|O|1997-02-11|1997-01-16|1997-03-07|NONE|FOB|r foxes. fluffily ironic ideas ha|
+4610|87|8|1|21|20728.68|0.07|0.07|R|F|1993-08-10|1993-08-05|1993-08-27|NONE|REG AIR|ly special theodolites. even,|
+4610|175|5|2|14|15052.38|0.00|0.07|R|F|1993-07-28|1993-07-25|1993-07-31|TAKE BACK RETURN|SHIP| ironic frays. dependencies detect blithel|
+4610|159|1|3|44|46602.60|0.05|0.03|A|F|1993-08-05|1993-07-20|1993-08-19|COLLECT COD|TRUCK| final theodolites |
+4610|75|3|4|26|25351.82|0.06|0.03|R|F|1993-07-01|1993-07-19|1993-07-19|NONE|MAIL| to the fluffily ironic requests h|
+4610|147|8|5|29|30367.06|0.08|0.04|R|F|1993-08-09|1993-07-27|1993-08-16|DELIVER IN PERSON|AIR| foxes. special, express package|
+4611|52|7|1|47|44746.35|0.09|0.06|A|F|1993-03-05|1993-03-01|1993-03-17|COLLECT COD|TRUCK|iously. furiously regular|
+4611|35|6|2|31|28985.93|0.04|0.02|A|F|1993-01-28|1993-02-14|1993-01-29|TAKE BACK RETURN|AIR| final pinto beans. permanent, sp|
+4611|82|3|3|50|49104.00|0.08|0.01|R|F|1993-01-22|1993-03-30|1993-02-16|TAKE BACK RETURN|AIR|l platelets. |
+4611|71|9|4|48|46611.36|0.02|0.08|R|F|1993-02-28|1993-02-12|1993-03-01|COLLECT COD|AIR|ular accounts |
+4612|6|9|1|20|18120.00|0.02|0.03|R|F|1993-09-24|1993-12-18|1993-10-22|NONE|AIR|beans sleep blithely iro|
+4612|50|7|2|17|16150.85|0.10|0.06|A|F|1994-01-09|1993-11-08|1994-02-06|TAKE BACK RETURN|REG AIR|equests haggle carefully silent excus|
+4612|137|8|3|40|41485.20|0.08|0.01|R|F|1993-10-08|1993-11-23|1993-10-24|DELIVER IN PERSON|RAIL|special platelets.|
+4612|185|6|4|10|10851.80|0.10|0.06|A|F|1993-11-11|1993-11-19|1993-11-13|TAKE BACK RETURN|SHIP|unusual theodol|
+4613|38|9|1|17|15946.51|0.09|0.07|N|O|1998-06-07|1998-05-11|1998-06-29|DELIVER IN PERSON|SHIP|liers cajole a|
+4613|108|1|2|25|25202.50|0.05|0.04|N|O|1998-05-22|1998-04-11|1998-05-27|TAKE BACK RETURN|SHIP|y pending platelets x-ray ironically! pend|
+4613|174|3|3|15|16112.55|0.10|0.02|N|O|1998-05-31|1998-04-16|1998-06-25|DELIVER IN PERSON|MAIL|against the quickly r|
+4613|8|1|4|36|32688.00|0.04|0.01|N|O|1998-04-22|1998-05-05|1998-05-04|DELIVER IN PERSON|AIR|gainst the furiously ironic|
+4613|111|8|5|35|35388.85|0.04|0.06|N|O|1998-06-04|1998-04-17|1998-06-20|COLLECT COD|MAIL|e blithely against the even, bold pi|
+4613|196|8|6|47|51520.93|0.04|0.04|N|O|1998-07-03|1998-05-26|1998-07-09|NONE|FOB|uriously special requests wak|
+4613|119|3|7|39|39745.29|0.09|0.05|N|O|1998-06-12|1998-06-01|1998-07-06|DELIVER IN PERSON|REG AIR|ously express|
+4614|7|2|1|19|17233.00|0.09|0.08|N|O|1996-05-17|1996-06-21|1996-06-08|TAKE BACK RETURN|AIR|ix. carefully regular |
+4614|65|6|2|3|2895.18|0.08|0.01|N|O|1996-07-22|1996-07-21|1996-08-07|NONE|MAIL|ions engage final, ironic |
+4614|8|1|3|36|32688.00|0.10|0.04|N|O|1996-07-05|1996-06-26|1996-07-07|NONE|REG AIR|onic foxes affix furi|
+4614|126|9|4|6|6156.72|0.09|0.01|N|O|1996-06-11|1996-05-30|1996-07-03|COLLECT COD|REG AIR|ake quickly quickly regular epitap|
+4614|73|3|5|24|23353.68|0.07|0.06|N|O|1996-07-01|1996-06-24|1996-07-08|COLLECT COD|REG AIR|regular, even|
+4614|34|5|6|32|29888.96|0.10|0.05|N|O|1996-08-21|1996-05-28|1996-09-16|NONE|REG AIR|ickly furio|
+4614|128|1|7|41|42152.92|0.01|0.07|N|O|1996-07-31|1996-07-12|1996-08-16|COLLECT COD|REG AIR|ackages haggle carefully about the even, b|
+4615|92|4|1|10|9920.90|0.02|0.08|A|F|1993-11-20|1993-10-05|1993-12-08|DELIVER IN PERSON|AIR|sits. slyly express deposits are|
+4640|88|9|1|5|4940.40|0.03|0.08|N|O|1996-02-05|1996-02-14|1996-02-15|TAKE BACK RETURN|RAIL| warthogs against the regular|
+4640|88|9|2|9|8892.72|0.03|0.05|N|O|1996-02-12|1996-02-14|1996-02-29|DELIVER IN PERSON|AIR| accounts. unu|
+4640|27|10|3|18|16686.36|0.02|0.07|N|O|1996-02-28|1996-03-06|1996-03-28|DELIVER IN PERSON|RAIL|boost furiously accord|
+4640|23|2|4|36|33228.72|0.06|0.08|N|O|1996-01-03|1996-03-09|1996-01-11|DELIVER IN PERSON|RAIL|iously furious accounts boost. carefully|
+4640|156|1|5|15|15842.25|0.03|0.02|N|O|1996-03-19|1996-02-09|1996-04-11|TAKE BACK RETURN|FOB|y regular instructions doze furiously. reg|
+4641|190|1|1|45|49058.55|0.07|0.03|R|F|1993-05-11|1993-04-19|1993-05-21|DELIVER IN PERSON|MAIL| about the close |
+4641|95|7|2|39|38808.51|0.06|0.00|R|F|1993-02-10|1993-03-06|1993-02-15|TAKE BACK RETURN|REG AIR| the bold reque|
+4641|36|7|3|15|14040.45|0.01|0.08|R|F|1993-01-25|1993-04-09|1993-02-05|TAKE BACK RETURN|AIR|s. carefully even exc|
+4642|194|7|1|11|12036.09|0.04|0.07|A|F|1995-05-23|1995-04-26|1995-06-04|COLLECT COD|TRUCK|lithely express asympt|
+4642|180|10|2|34|36726.12|0.04|0.07|R|F|1995-04-01|1995-05-11|1995-04-23|COLLECT COD|SHIP|theodolites detect among the ironically sp|
+4642|21|2|3|10|9210.20|0.04|0.02|R|F|1995-04-16|1995-04-28|1995-04-24|COLLECT COD|RAIL|urts. even deposits nag beneath |
+4642|94|7|4|18|17893.62|0.00|0.04|N|F|1995-06-16|1995-04-16|1995-06-21|NONE|TRUCK|ily pending accounts hag|
+4642|179|10|5|41|44245.97|0.10|0.00|R|F|1995-04-08|1995-04-13|1995-05-01|DELIVER IN PERSON|MAIL|s are blithely. requests wake above the fur|
+4643|185|6|1|50|54259.00|0.08|0.05|N|O|1995-09-11|1995-08-13|1995-09-30|DELIVER IN PERSON|SHIP|. ironic deposits cajo|
+4644|177|7|1|4|4308.68|0.06|0.03|N|O|1998-05-06|1998-03-19|1998-05-28|NONE|MAIL|gular requests? pendi|
+4644|97|8|2|16|15953.44|0.03|0.04|N|O|1998-03-13|1998-02-21|1998-04-03|COLLECT COD|SHIP|lar excuses across the |
+4644|115|9|3|10|10151.10|0.02|0.02|N|O|1998-02-21|1998-02-28|1998-03-19|COLLECT COD|REG AIR|osits according to the|
+4644|154|2|4|45|47436.75|0.10|0.07|N|O|1998-02-02|1998-04-08|1998-02-15|COLLECT COD|SHIP| carefully a|
+4644|87|8|5|10|9870.80|0.08|0.08|N|O|1998-03-12|1998-03-11|1998-03-19|TAKE BACK RETURN|REG AIR| the slow, final fo|
+4645|50|7|1|45|42752.25|0.09|0.05|A|F|1994-12-27|1994-11-02|1994-12-31|DELIVER IN PERSON|AIR|ular ideas. slyly|
+4645|66|7|2|32|30913.92|0.10|0.08|A|F|1994-11-17|1994-10-30|1994-11-18|COLLECT COD|REG AIR| final accounts alongside|
+4645|54|5|3|25|23851.25|0.03|0.00|R|F|1994-10-25|1994-12-11|1994-11-14|NONE|REG AIR|braids. ironic dependencies main|
+4645|37|8|4|42|39355.26|0.10|0.02|R|F|1994-12-02|1994-12-18|1994-12-16|COLLECT COD|TRUCK|regular pinto beans amon|
+4645|161|10|5|35|37140.60|0.03|0.07|A|F|1994-12-08|1994-11-25|1994-12-09|TAKE BACK RETURN|FOB|sias believe bl|
+4645|42|9|6|27|25435.08|0.09|0.08|R|F|1994-11-26|1994-10-25|1994-12-04|NONE|SHIP|ously express pinto beans. ironic depos|
+4645|31|2|7|42|39103.26|0.10|0.06|A|F|1994-12-31|1994-10-22|1995-01-28|DELIVER IN PERSON|AIR|e slyly regular pinto beans. thin|
+4646|191|3|1|24|26188.56|0.02|0.05|N|O|1996-09-18|1996-08-09|1996-09-21|TAKE BACK RETURN|RAIL|ic platelets lose carefully. blithely unu|
+4646|178|6|2|26|28032.42|0.07|0.00|N|O|1996-10-02|1996-08-25|1996-10-27|DELIVER IN PERSON|MAIL|ix according to the slyly spe|
+4646|34|10|3|18|16812.54|0.01|0.00|N|O|1996-06-30|1996-08-10|1996-07-12|TAKE BACK RETURN|TRUCK|beans sleep car|
+4646|40|1|4|38|35721.52|0.08|0.01|N|O|1996-09-01|1996-08-23|1996-09-27|COLLECT COD|SHIP|al platelets cajole. slyly final dol|
+4646|26|1|5|22|20372.44|0.01|0.08|N|O|1996-07-14|1996-08-06|1996-07-29|DELIVER IN PERSON|MAIL|cies are blithely after the slyly reg|
+4647|93|6|1|16|15889.44|0.09|0.07|R|F|1994-09-07|1994-07-15|1994-10-06|COLLECT COD|RAIL|o beans about the fluffily special the|
+4647|129|2|2|34|34990.08|0.01|0.02|R|F|1994-05-20|1994-06-20|1994-05-29|COLLECT COD|TRUCK|ly sly accounts|
+4647|147|8|3|27|28272.78|0.03|0.08|R|F|1994-05-20|1994-06-26|1994-05-30|NONE|FOB|ully even ti|
+4647|139|10|4|2|2078.26|0.04|0.07|R|F|1994-07-03|1994-07-22|1994-07-22|TAKE BACK RETURN|RAIL|dolites wake furiously special pinto be|
+4647|187|8|5|2|2174.36|0.07|0.06|A|F|1994-05-27|1994-08-05|1994-06-10|TAKE BACK RETURN|FOB| pinto beans believe furiously slyly silent|
+4647|29|4|6|28|26012.56|0.02|0.03|A|F|1994-08-25|1994-08-06|1994-09-18|DELIVER IN PERSON|FOB| are above the fluffily fin|
+4672|59|7|1|22|21099.10|0.01|0.07|N|O|1995-12-03|1995-12-08|1995-12-17|COLLECT COD|AIR|l instructions. blithely ironic packages |
+4672|61|10|2|41|39403.46|0.00|0.00|N|O|1995-12-01|1995-12-15|1995-12-12|COLLECT COD|RAIL| slyly quie|
+4672|163|10|3|24|25515.84|0.04|0.03|N|O|1995-11-11|1995-12-28|1995-12-04|NONE|REG AIR|y fluffily stealt|
+4672|57|2|4|13|12441.65|0.10|0.03|N|O|1996-02-02|1995-12-13|1996-03-02|DELIVER IN PERSON|RAIL|ar requests? pending accounts against|
+4672|55|10|5|45|42977.25|0.08|0.07|N|O|1996-02-07|1996-01-16|1996-02-14|DELIVER IN PERSON|MAIL| platelets use amon|
+4672|141|8|6|20|20822.80|0.02|0.07|N|O|1995-12-08|1996-01-25|1995-12-19|COLLECT COD|REG AIR|s boost at the ca|
+4672|72|10|7|38|36938.66|0.01|0.01|N|O|1995-11-28|1995-12-08|1995-12-13|COLLECT COD|SHIP|ests. idle, regular ex|
+4673|17|8|1|8|7336.08|0.08|0.01|N|O|1996-10-12|1996-10-05|1996-11-04|TAKE BACK RETURN|FOB|lithely final re|
+4673|101|2|2|44|44048.40|0.06|0.01|N|O|1996-12-11|1996-10-31|1997-01-08|DELIVER IN PERSON|RAIL| gifts cajole dari|
+4673|123|2|3|9|9208.08|0.04|0.07|N|O|1996-10-15|1996-09-30|1996-10-30|DELIVER IN PERSON|MAIL|ages nag across |
+4674|150|7|1|50|52507.50|0.07|0.08|A|F|1994-05-13|1994-06-15|1994-06-05|COLLECT COD|RAIL|haggle about the blithel|
+4674|189|10|2|35|38121.30|0.02|0.05|A|F|1994-08-02|1994-06-04|1994-08-21|COLLECT COD|FOB|le quickly after the express sent|
+4674|111|5|3|3|3033.33|0.01|0.05|A|F|1994-07-19|1994-05-28|1994-07-23|TAKE BACK RETURN|RAIL| regular requests na|
+4674|13|7|4|21|19173.21|0.02|0.08|R|F|1994-05-08|1994-07-02|1994-06-04|COLLECT COD|RAIL|ent accounts sublate deposits. instruc|
+4675|171|2|1|6|6427.02|0.00|0.05|R|F|1994-01-22|1994-01-06|1994-02-12|TAKE BACK RETURN|TRUCK| unusual ideas thrash bl|
+4675|144|7|2|12|12529.68|0.00|0.04|A|F|1993-12-22|1994-01-12|1993-12-23|TAKE BACK RETURN|AIR|posits affix carefully|
+4675|181|2|3|5|5405.90|0.05|0.05|A|F|1994-01-16|1994-01-05|1994-01-18|DELIVER IN PERSON|RAIL|lent pinto beans|
+4675|34|10|4|26|24284.78|0.03|0.01|A|F|1993-12-16|1993-12-29|1993-12-23|DELIVER IN PERSON|SHIP|nts. express requests are quickly |
+4675|81|2|5|18|17659.44|0.01|0.08|R|F|1994-02-23|1994-01-18|1994-03-05|TAKE BACK RETURN|FOB|cajole unusual dep|
+4675|119|10|6|1|1019.11|0.10|0.06|R|F|1994-03-18|1994-02-14|1994-04-17|NONE|SHIP|unts. caref|
+4676|165|2|1|47|50062.52|0.03|0.06|N|O|1995-12-20|1995-10-04|1996-01-09|NONE|AIR|lithely about the carefully special requ|
+4676|6|1|2|33|29898.00|0.08|0.05|N|O|1995-12-29|1995-10-01|1996-01-18|TAKE BACK RETURN|FOB|yly express |
+4676|146|3|3|4|4184.56|0.10|0.06|N|O|1995-12-12|1995-10-22|1995-12-13|TAKE BACK RETURN|TRUCK|detect above the ironic platelets. fluffily|
+4676|111|2|4|50|50555.50|0.07|0.01|N|O|1995-09-20|1995-11-20|1995-10-18|TAKE BACK RETURN|AIR|r deposits boost boldly quickly quick asymp|
+4676|122|7|5|29|29641.48|0.01|0.02|N|O|1995-12-29|1995-11-12|1996-01-06|TAKE BACK RETURN|RAIL|ly regular theodolites sleep.|
+4676|46|7|6|8|7568.32|0.08|0.08|N|O|1995-12-05|1995-10-18|1996-01-02|COLLECT COD|AIR|cuses boost above|
+4676|64|1|7|13|12532.78|0.05|0.07|N|O|1995-11-18|1995-11-07|1995-12-10|TAKE BACK RETURN|TRUCK| at the slyly bold attainments. silently e|
+4677|128|3|1|25|25703.00|0.04|0.04|N|O|1998-04-11|1998-05-11|1998-04-18|TAKE BACK RETURN|REG AIR|unts doubt furiousl|
+4678|58|6|1|35|33531.75|0.04|0.08|N|O|1998-11-27|1998-10-02|1998-12-17|TAKE BACK RETURN|AIR|he accounts. fluffily bold sheaves b|
+4678|117|1|2|18|18307.98|0.03|0.06|N|O|1998-10-30|1998-09-22|1998-11-25|TAKE BACK RETURN|SHIP|usly ironic |
+4678|96|9|3|13|12949.17|0.10|0.07|N|O|1998-11-03|1998-10-17|1998-11-06|TAKE BACK RETURN|SHIP|its. carefully final fr|
+4678|22|1|4|23|21206.46|0.06|0.05|N|O|1998-09-03|1998-09-20|1998-09-04|DELIVER IN PERSON|SHIP|ily sly deposi|
+4678|178|9|5|40|43126.80|0.03|0.07|N|O|1998-11-11|1998-10-27|1998-11-24|TAKE BACK RETURN|AIR|. final, unusual requests sleep thinl|
+4679|190|1|1|7|7631.33|0.10|0.05|R|F|1993-05-11|1993-04-11|1993-05-16|NONE|TRUCK|kages. bold, regular packa|
+4704|78|6|1|14|13692.98|0.04|0.04|N|O|1996-10-27|1996-11-02|1996-11-07|DELIVER IN PERSON|TRUCK| above the slyly final requests. quickly |
+4704|28|3|2|7|6496.14|0.03|0.04|N|O|1996-12-04|1996-10-30|1996-12-23|DELIVER IN PERSON|SHIP|ers wake car|
+4704|64|5|3|44|42418.64|0.02|0.05|N|O|1996-09-02|1996-10-07|1996-09-17|DELIVER IN PERSON|REG AIR|out the care|
+4705|111|8|1|22|22244.42|0.04|0.04|R|F|1992-07-05|1992-05-11|1992-07-29|DELIVER IN PERSON|SHIP| fluffily pending accounts ca|
+4705|31|7|2|14|13034.42|0.00|0.08|R|F|1992-07-14|1992-05-23|1992-07-25|DELIVER IN PERSON|TRUCK|ain carefully amon|
+4705|56|1|3|16|15296.80|0.07|0.08|R|F|1992-07-02|1992-06-06|1992-07-06|DELIVER IN PERSON|RAIL|special ideas nag sl|
+4705|130|3|4|31|31934.03|0.03|0.03|R|F|1992-04-03|1992-05-30|1992-04-05|COLLECT COD|TRUCK|furiously final accou|
+4705|163|10|5|28|29768.48|0.10|0.01|A|F|1992-06-03|1992-06-07|1992-06-22|DELIVER IN PERSON|MAIL|tes wake according to the unusual plate|
+4705|184|5|6|23|24936.14|0.06|0.03|R|F|1992-06-22|1992-06-11|1992-07-18|DELIVER IN PERSON|MAIL| above the furiously ev|
+4705|89|10|7|40|39563.20|0.08|0.06|A|F|1992-04-19|1992-04-28|1992-05-07|COLLECT COD|TRUCK|blithely. sly|
+4706|182|3|1|37|40040.66|0.02|0.06|A|F|1993-02-20|1993-03-05|1993-03-03|DELIVER IN PERSON|TRUCK|kly final deposits c|
+4706|122|3|2|23|23508.76|0.03|0.01|A|F|1993-04-01|1993-03-13|1993-05-01|COLLECT COD|FOB|deas across t|
+4706|68|5|3|6|5808.36|0.01|0.04|R|F|1993-01-20|1993-03-18|1993-01-26|NONE|MAIL|efully eve|
+4706|116|10|4|5|5080.55|0.06|0.06|R|F|1993-02-14|1993-01-31|1993-02-26|NONE|REG AIR|ptotes haggle ca|
+4706|50|7|5|27|25651.35|0.06|0.08|A|F|1993-04-04|1993-03-11|1993-04-09|COLLECT COD|REG AIR|into beans. finally special instruct|
+4707|34|5|1|7|6538.21|0.02|0.05|R|F|1995-05-14|1995-04-06|1995-06-06|COLLECT COD|SHIP|ecial sheaves boost blithely accor|
+4707|136|7|2|49|50770.37|0.00|0.07|N|F|1995-06-17|1995-05-16|1995-06-25|COLLECT COD|FOB| alongside of the slyly ironic instructio|
+4708|191|4|1|18|19641.42|0.02|0.04|A|F|1994-11-11|1994-11-15|1994-11-26|NONE|REG AIR|special, eve|
+4708|75|3|2|5|4875.35|0.05|0.05|A|F|1994-10-15|1994-12-02|1994-11-12|COLLECT COD|MAIL|ely. carefully sp|
+4708|77|7|3|32|31266.24|0.04|0.07|A|F|1994-11-12|1994-11-14|1994-11-23|TAKE BACK RETURN|MAIL|the accounts. e|
+4709|25|6|1|25|23125.50|0.03|0.05|N|O|1996-02-21|1996-02-11|1996-03-17|DELIVER IN PERSON|AIR|deposits grow. fluffily unusual accounts |
+4709|177|5|2|25|26929.25|0.05|0.03|N|O|1996-01-22|1996-03-03|1996-02-21|DELIVER IN PERSON|REG AIR|inst the ironic, regul|
+4710|183|4|1|40|43327.20|0.10|0.08|A|F|1995-03-09|1995-02-25|1995-03-29|TAKE BACK RETURN|AIR|cross the blithely bold packages. silen|
+4710|128|3|2|47|48321.64|0.04|0.01|R|F|1995-02-22|1995-01-12|1995-02-28|NONE|RAIL|blithely express packages. even, ironic re|
+4711|133|4|1|7|7231.91|0.03|0.01|N|O|1998-05-12|1998-06-24|1998-05-24|COLLECT COD|MAIL|ly. bold accounts use fluff|
+4711|145|6|2|15|15677.10|0.08|0.07|N|O|1998-06-09|1998-07-30|1998-06-18|COLLECT COD|SHIP| beans wake. deposits could bo|
+4711|150|1|3|22|23103.30|0.02|0.03|N|O|1998-06-21|1998-06-18|1998-07-19|TAKE BACK RETURN|REG AIR|along the quickly careful packages. bli|
+4711|65|10|4|8|7720.48|0.07|0.00|N|O|1998-06-17|1998-06-13|1998-06-27|TAKE BACK RETURN|SHIP|g to the carefully ironic deposits. specia|
+4711|49|2|5|15|14235.60|0.05|0.01|N|O|1998-09-03|1998-07-15|1998-09-13|TAKE BACK RETURN|SHIP|ld requests: furiously final inst|
+4711|116|7|6|45|45724.95|0.05|0.06|N|O|1998-05-19|1998-07-14|1998-05-21|COLLECT COD|SHIP| ironic theodolites |
+4711|46|5|7|18|17028.72|0.05|0.04|N|O|1998-07-03|1998-07-31|1998-07-23|DELIVER IN PERSON|RAIL| blithely. bold asymptote|
+4736|196|10|1|26|28500.94|0.03|0.03|N|O|1996-02-02|1996-01-18|1996-02-09|DELIVER IN PERSON|AIR|efully speci|
+4736|4|1|2|43|38872.00|0.06|0.07|N|O|1996-02-05|1995-12-21|1996-02-06|COLLECT COD|MAIL|quests. carefully |
+4737|191|5|1|37|40374.03|0.03|0.04|R|F|1993-05-17|1993-04-10|1993-05-30|DELIVER IN PERSON|TRUCK|s. fluffily regular |
+4737|69|8|2|22|21319.32|0.04|0.04|A|F|1993-03-29|1993-05-22|1993-04-16|TAKE BACK RETURN|RAIL| hang fluffily around t|
+4738|187|8|1|9|9784.62|0.04|0.04|A|F|1992-06-01|1992-06-26|1992-06-02|COLLECT COD|TRUCK|posits serve slyly. unusual pint|
+4738|173|3|2|16|17170.72|0.07|0.08|A|F|1992-06-17|1992-06-20|1992-06-21|NONE|MAIL|nic deposits are slyly! carefu|
+4738|100|2|3|50|50005.00|0.04|0.02|A|F|1992-06-18|1992-07-04|1992-07-07|TAKE BACK RETURN|TRUCK|the blithely ironic braids sleep slyly|
+4738|29|4|4|22|20438.44|0.02|0.08|A|F|1992-05-25|1992-05-19|1992-06-12|COLLECT COD|SHIP|ld, even packages. furio|
+4738|187|8|5|13|14133.34|0.04|0.05|R|F|1992-05-30|1992-06-11|1992-06-26|COLLECT COD|AIR| wake. unusual platelets for the|
+4738|159|1|6|10|10591.50|0.10|0.01|R|F|1992-07-10|1992-06-16|1992-07-25|TAKE BACK RETURN|SHIP|hins above the|
+4738|83|4|7|28|27526.24|0.05|0.07|A|F|1992-06-09|1992-07-05|1992-06-25|NONE|AIR|e furiously ironic excuses. care|
+4739|168|9|1|8|8545.28|0.07|0.07|R|F|1993-06-22|1993-05-10|1993-07-11|TAKE BACK RETURN|SHIP|cording to the |
+4739|185|6|2|31|33640.58|0.09|0.06|R|F|1993-06-20|1993-05-18|1993-06-26|COLLECT COD|SHIP|blithely special pin|
+4739|100|4|3|30|30003.00|0.09|0.00|A|F|1993-05-29|1993-04-12|1993-06-18|NONE|TRUCK|ly even packages use across th|
+4740|3|4|1|22|19866.00|0.06|0.01|N|O|1996-10-04|1996-08-17|1996-10-05|TAKE BACK RETURN|RAIL|final dependencies nag |
+4740|153|5|2|24|25275.60|0.08|0.02|N|O|1996-09-10|1996-09-27|1996-10-07|TAKE BACK RETURN|TRUCK|hely regular deposits|
+4741|73|2|1|24|23353.68|0.00|0.01|A|F|1992-09-16|1992-09-19|1992-09-20|DELIVER IN PERSON|RAIL|deas boost furiously slyly regular id|
+4741|113|4|2|16|16209.76|0.01|0.07|R|F|1992-08-25|1992-08-10|1992-08-29|TAKE BACK RETURN|FOB|final foxes haggle r|
+4741|156|8|3|24|25347.60|0.05|0.08|A|F|1992-11-04|1992-08-14|1992-11-06|TAKE BACK RETURN|MAIL|even requests.|
+4741|51|3|4|39|37090.95|0.09|0.06|R|F|1992-10-28|1992-10-03|1992-11-11|COLLECT COD|SHIP|t, regular requests|
+4741|179|10|5|40|43166.80|0.09|0.03|R|F|1992-09-20|1992-09-23|1992-10-09|TAKE BACK RETURN|REG AIR| fluffily slow deposits. fluffily regu|
+4741|157|5|6|34|35943.10|0.02|0.07|R|F|1992-08-25|1992-08-18|1992-09-20|DELIVER IN PERSON|RAIL|sly special packages after the furiously|
+4742|156|4|1|32|33796.80|0.10|0.08|R|F|1995-04-04|1995-06-12|1995-04-19|COLLECT COD|RAIL|eposits boost blithely. carefully regular a|
+4742|155|7|2|29|30599.35|0.02|0.03|N|F|1995-06-15|1995-05-05|1995-06-24|COLLECT COD|REG AIR|integrate closely among t|
+4742|72|10|3|15|14581.05|0.06|0.04|N|O|1995-07-20|1995-05-26|1995-08-11|NONE|SHIP|terns are sl|
+4742|188|9|4|31|33733.58|0.05|0.08|N|F|1995-06-13|1995-05-08|1995-06-24|COLLECT COD|REG AIR|ke slyly among the furiousl|
+4742|100|1|5|45|45004.50|0.05|0.00|R|F|1995-05-12|1995-05-14|1995-06-07|TAKE BACK RETURN|RAIL|ke carefully. do|
+4743|60|5|1|19|18241.14|0.04|0.07|A|F|1993-06-23|1993-05-03|1993-07-20|COLLECT COD|AIR|hely even accounts|
+4743|159|4|2|3|3177.45|0.01|0.03|R|F|1993-04-14|1993-06-08|1993-05-09|NONE|TRUCK|al requests. express idea|
+4743|73|2|3|21|20434.47|0.08|0.03|A|F|1993-07-02|1993-06-15|1993-07-26|DELIVER IN PERSON|RAIL|ake blithely against the packages. reg|
+4743|34|5|4|27|25218.81|0.08|0.05|R|F|1993-07-26|1993-05-27|1993-08-24|DELIVER IN PERSON|AIR|aids use. express deposits|
+4768|36|7|1|5|4680.15|0.00|0.03|R|F|1993-12-27|1994-02-09|1994-01-11|NONE|MAIL|egular accounts. bravely final fra|
+4769|35|1|1|16|14960.48|0.08|0.05|N|O|1995-07-16|1995-07-05|1995-07-22|TAKE BACK RETURN|FOB| deposits. slyly even asymptote|
+4769|63|8|2|34|32744.04|0.06|0.07|N|O|1995-07-26|1995-05-18|1995-08-03|COLLECT COD|REG AIR|ven instructions. ca|
+4769|47|10|3|36|34093.44|0.10|0.03|N|O|1995-07-22|1995-06-16|1995-08-11|NONE|RAIL|. slyly even deposit|
+4769|69|10|4|45|43607.70|0.08|0.06|R|F|1995-06-01|1995-07-13|1995-06-04|TAKE BACK RETURN|RAIL|accounts are. even accounts sleep|
+4769|112|6|5|15|15181.65|0.07|0.08|N|F|1995-06-12|1995-07-07|1995-07-04|NONE|SHIP|egular platelets can cajole across the |
+4770|32|8|1|41|38213.23|0.00|0.08|N|O|1995-09-04|1995-08-08|1995-09-10|COLLECT COD|FOB|ithely even packages sleep caref|
+4770|157|5|2|30|31714.50|0.09|0.07|N|O|1995-08-25|1995-08-27|1995-09-07|COLLECT COD|SHIP|ffily carefully ironic ideas. ironic d|
+4771|49|10|1|9|8541.36|0.01|0.00|R|F|1993-02-28|1993-02-19|1993-03-25|NONE|FOB|riously after the packages. fina|
+4771|16|7|2|21|19236.21|0.09|0.01|R|F|1993-01-19|1993-02-10|1993-02-01|NONE|FOB|fluffily pendi|
+4771|12|3|3|5|4560.05|0.06|0.08|R|F|1993-01-07|1993-01-19|1993-01-26|NONE|RAIL|ar, quiet accounts nag furiously express id|
+4771|9|4|4|21|19089.00|0.05|0.04|A|F|1992-12-20|1993-01-22|1992-12-26|TAKE BACK RETURN|SHIP| carefully re|
+4772|87|8|1|1|987.08|0.10|0.00|R|F|1994-11-13|1994-10-25|1994-11-15|DELIVER IN PERSON|AIR|ans. slyly even acc|
+4772|146|9|2|16|16738.24|0.07|0.06|R|F|1994-10-27|1994-12-07|1994-10-29|TAKE BACK RETURN|MAIL|egular accounts wake s|
+4772|95|6|3|31|30847.79|0.02|0.04|A|F|1994-10-02|1994-10-21|1994-10-13|TAKE BACK RETURN|FOB|ests are thinly. furiously unusua|
+4772|71|10|4|15|14566.05|0.02|0.07|R|F|1994-09-19|1994-10-22|1994-09-26|COLLECT COD|TRUCK| requests. express, regular th|
+4773|144|5|1|23|24015.22|0.00|0.08|N|O|1996-01-01|1996-03-19|1996-01-04|NONE|FOB|ly express grouches wak|
+4773|197|9|2|36|39498.84|0.09|0.04|N|O|1996-04-08|1996-03-03|1996-05-01|COLLECT COD|REG AIR| dependencies. quickly|
+4773|167|8|3|49|52290.84|0.05|0.02|N|O|1996-01-26|1996-02-29|1996-01-27|TAKE BACK RETURN|FOB|y final reque|
+4773|20|10|4|49|45080.98|0.09|0.04|N|O|1996-01-12|1996-02-17|1996-02-05|TAKE BACK RETURN|TRUCK|ly pending theodolites cajole caref|
+4773|150|3|5|20|21003.00|0.02|0.07|N|O|1995-12-28|1996-02-17|1996-01-15|COLLECT COD|TRUCK| blithely final deposits nag after t|
+4773|190|1|6|11|11992.09|0.10|0.06|N|O|1996-01-02|1996-01-29|1996-01-24|DELIVER IN PERSON|REG AIR|en accounts. slyly b|
+4773|158|3|7|6|6348.90|0.07|0.01|N|O|1996-03-09|1996-03-18|1996-03-27|NONE|AIR|latelets haggle s|
+4774|84|5|1|45|44283.60|0.10|0.00|R|F|1993-07-07|1993-06-08|1993-07-31|COLLECT COD|TRUCK| haggle busily afte|
+4774|39|5|2|4|3756.12|0.02|0.03|A|F|1993-08-03|1993-05-30|1993-08-19|COLLECT COD|FOB|xes according to the foxes wake above the f|
+4774|173|4|3|47|50438.99|0.10|0.08|R|F|1993-06-13|1993-07-04|1993-07-09|TAKE BACK RETURN|FOB|regular dolphins above the furi|
+4774|130|3|4|30|30903.90|0.05|0.08|A|F|1993-08-18|1993-06-08|1993-08-21|DELIVER IN PERSON|REG AIR|tions against the blithely final theodolit|
+4775|74|4|1|1|974.07|0.10|0.02|N|O|1995-09-06|1995-09-28|1995-09-29|DELIVER IN PERSON|MAIL|furiously ironic theodolite|
+4775|153|1|2|37|38966.55|0.02|0.01|N|O|1995-09-06|1995-09-28|1995-09-28|COLLECT COD|TRUCK|ts. pinto beans use according to th|
+4775|153|5|3|34|35807.10|0.09|0.06|N|O|1995-09-14|1995-10-15|1995-09-21|DELIVER IN PERSON|MAIL|onic epitaphs. f|
+4775|119|9|4|39|39745.29|0.07|0.04|N|O|1995-08-30|1995-10-12|1995-09-20|NONE|AIR|eep never with the slyly regular acc|
+4800|97|10|1|11|10967.99|0.03|0.03|R|F|1992-01-27|1992-03-16|1992-02-19|TAKE BACK RETURN|RAIL|ic dependenc|
+4800|26|5|2|1|926.02|0.06|0.06|A|F|1992-02-23|1992-03-16|1992-03-20|TAKE BACK RETURN|MAIL|nal accounts are blithely deposits. bol|
+4800|11|8|3|21|19131.21|0.09|0.05|A|F|1992-02-14|1992-03-15|1992-02-26|NONE|SHIP|ithely according to |
+4800|176|7|4|38|40894.46|0.10|0.08|R|F|1992-02-01|1992-02-28|1992-02-21|NONE|TRUCK|s sleep fluffily. furiou|
+4800|53|4|5|24|22873.20|0.08|0.04|R|F|1992-01-14|1992-02-23|1992-01-25|NONE|TRUCK|ully carefully r|
+4801|184|5|1|37|40114.66|0.10|0.02|N|O|1996-03-09|1996-02-29|1996-03-25|TAKE BACK RETURN|FOB|uests hinder blithely against the instr|
+4801|26|1|2|34|31484.68|0.03|0.02|N|O|1996-02-05|1996-04-16|1996-02-23|NONE|SHIP|y final requests |
+4801|110|1|3|4|4040.44|0.04|0.04|N|O|1996-03-23|1996-04-04|1996-03-25|COLLECT COD|RAIL|pitaphs. regular, reg|
+4801|92|3|4|39|38691.51|0.07|0.01|N|O|1996-03-19|1996-03-21|1996-04-17|TAKE BACK RETURN|REG AIR|warhorses wake never for the care|
+4802|40|1|1|6|5640.24|0.00|0.06|N|O|1997-04-16|1997-03-25|1997-04-21|TAKE BACK RETURN|SHIP|unusual accounts wake blithely. b|
+4803|132|3|1|2|2064.26|0.08|0.03|N|O|1996-04-16|1996-03-20|1996-05-15|NONE|REG AIR|gular reque|
+4803|176|4|2|47|50579.99|0.10|0.00|N|O|1996-03-14|1996-03-30|1996-03-15|DELIVER IN PERSON|FOB|ly final excuses. slyly express requ|
+4803|196|8|3|42|46039.98|0.04|0.08|N|O|1996-04-27|1996-05-05|1996-05-17|NONE|TRUCK| accounts affix quickly ar|
+4803|22|1|4|24|22128.48|0.10|0.04|N|O|1996-02-24|1996-04-02|1996-02-28|NONE|MAIL|t blithely slyly special decoys. |
+4803|189|10|5|21|22872.78|0.03|0.06|N|O|1996-05-25|1996-03-15|1996-06-09|COLLECT COD|FOB| silent packages use. b|
+4803|194|5|6|19|20789.61|0.07|0.00|N|O|1996-04-20|1996-03-25|1996-04-27|TAKE BACK RETURN|RAIL|sts. enticing, even|
+4804|128|1|1|44|45237.28|0.06|0.08|A|F|1992-05-02|1992-03-24|1992-05-28|TAKE BACK RETURN|AIR|aggle quickly among the slyly fi|
+4804|35|6|2|41|38336.23|0.10|0.02|R|F|1992-04-06|1992-04-12|1992-05-03|COLLECT COD|MAIL|. deposits haggle express tithes?|
+4804|65|2|3|33|31846.98|0.09|0.05|A|F|1992-03-02|1992-04-14|1992-03-13|DELIVER IN PERSON|AIR|, thin excuses. |
+4805|150|1|1|7|7351.05|0.09|0.03|A|F|1992-05-01|1992-07-09|1992-05-09|NONE|FOB| requests. regular deposit|
+4805|189|10|2|45|49013.10|0.02|0.03|R|F|1992-06-16|1992-06-08|1992-07-03|NONE|TRUCK|the furiously sly t|
+4805|154|6|3|44|46382.60|0.01|0.02|R|F|1992-05-14|1992-06-23|1992-05-25|DELIVER IN PERSON|SHIP|eposits sleep furiously qui|
+4805|65|2|4|13|12545.78|0.04|0.04|R|F|1992-07-16|1992-06-07|1992-08-10|COLLECT COD|AIR|its serve about the accounts. slyly regu|
+4805|9|10|5|42|38178.00|0.03|0.03|R|F|1992-08-17|1992-07-03|1992-09-14|NONE|REG AIR|the regular, fina|
+4805|136|7|6|18|18650.34|0.06|0.04|A|F|1992-06-07|1992-07-10|1992-06-12|COLLECT COD|TRUCK|o use pending, unusu|
+4806|16|7|1|26|23816.26|0.10|0.05|R|F|1993-05-28|1993-06-07|1993-05-29|DELIVER IN PERSON|SHIP| bold pearls sublate blithely. quickly pe|
+4806|72|10|2|6|5832.42|0.01|0.06|A|F|1993-05-17|1993-07-19|1993-05-29|TAKE BACK RETURN|SHIP|even theodolites. packages sl|
+4806|29|4|3|8|7432.16|0.09|0.00|A|F|1993-05-08|1993-07-16|1993-05-28|NONE|TRUCK|requests boost blithely. qui|
+4807|122|1|1|9|9199.08|0.04|0.08|N|O|1997-04-23|1997-03-01|1997-05-15|TAKE BACK RETURN|TRUCK|may are blithely. carefully even pinto b|
+4807|10|1|2|41|37310.41|0.07|0.08|N|O|1997-05-02|1997-03-31|1997-05-15|TAKE BACK RETURN|AIR| fluffily re|
+4807|145|6|3|34|35534.76|0.06|0.02|N|O|1997-01-31|1997-03-13|1997-02-01|NONE|SHIP|ecial ideas. deposits according to the fin|
+4807|190|1|4|32|34886.08|0.05|0.00|N|O|1997-04-04|1997-03-21|1997-04-16|NONE|RAIL|efully even dolphins slee|
+4807|159|1|5|2|2118.30|0.02|0.05|N|O|1997-05-09|1997-04-03|1997-06-05|TAKE BACK RETURN|RAIL|deas wake bli|
+4807|160|1|6|22|23323.52|0.09|0.06|N|O|1997-03-13|1997-02-23|1997-04-01|NONE|FOB|es use final excuses. furiously final|
+4832|15|6|1|23|21045.23|0.03|0.01|N|O|1997-12-05|1998-01-05|1997-12-10|NONE|RAIL|y express depo|
+4832|152|4|2|10|10521.50|0.00|0.06|N|O|1998-01-08|1998-02-01|1998-01-11|DELIVER IN PERSON|MAIL|ly. blithely bold pinto beans should have|
+4832|149|6|3|4|4196.56|0.04|0.01|N|O|1998-01-16|1998-02-12|1998-02-08|TAKE BACK RETURN|AIR|ages. slyly express deposits cajole car|
+4832|64|5|4|6|5784.36|0.02|0.01|N|O|1997-12-08|1998-02-03|1997-12-10|COLLECT COD|TRUCK|ages cajole after the bold requests. furi|
+4832|138|4|5|43|44639.59|0.10|0.08|N|O|1997-12-31|1998-02-20|1998-01-26|COLLECT COD|RAIL|oze according to the accou|
+4833|107|10|1|31|31220.10|0.08|0.04|N|O|1996-06-24|1996-07-15|1996-07-02|NONE|SHIP|ven instructions cajole against the caref|
+4833|117|7|2|11|11188.21|0.03|0.01|N|O|1996-08-24|1996-07-26|1996-09-19|NONE|REG AIR|s nag above the busily sile|
+4833|18|9|3|26|23868.26|0.08|0.04|N|O|1996-05-13|1996-07-12|1996-05-31|NONE|SHIP|s packages. even gif|
+4833|36|7|4|19|17784.57|0.07|0.07|N|O|1996-08-21|1996-07-09|1996-09-10|TAKE BACK RETURN|AIR|y quick theodolit|
+4833|35|1|5|4|3740.12|0.10|0.02|N|O|1996-08-16|1996-06-29|1996-08-22|NONE|AIR|y pending packages sleep blithely regular r|
+4834|183|4|1|27|29245.86|0.06|0.02|N|O|1997-01-09|1996-10-27|1997-01-27|DELIVER IN PERSON|RAIL|es nag blithe|
+4834|71|1|2|26|25247.82|0.01|0.00|N|O|1996-10-04|1996-10-21|1996-10-10|DELIVER IN PERSON|TRUCK|ages dazzle carefully. slyly daring foxes|
+4834|23|2|3|34|31382.68|0.03|0.01|N|O|1996-12-09|1996-11-26|1996-12-10|NONE|MAIL|ounts haggle bo|
+4834|143|10|4|38|39639.32|0.03|0.06|N|O|1997-01-10|1996-12-06|1997-01-22|COLLECT COD|FOB|alongside of the carefully even plate|
+4835|179|10|1|18|19425.06|0.00|0.03|R|F|1995-02-17|1994-12-14|1995-03-17|DELIVER IN PERSON|MAIL|eat furiously against the slyly |
+4835|91|3|2|3|2973.27|0.09|0.06|R|F|1995-01-24|1995-01-12|1995-02-16|COLLECT COD|AIR|etimes final pac|
+4835|86|7|3|27|26624.16|0.05|0.00|A|F|1994-12-10|1994-12-13|1995-01-02|DELIVER IN PERSON|REG AIR| accounts after the car|
+4835|102|7|4|23|23048.30|0.08|0.07|A|F|1995-02-05|1995-01-04|1995-02-28|NONE|SHIP|e carefully regular foxes. deposits are sly|
+4836|162|1|1|22|23367.52|0.01|0.03|N|O|1997-03-03|1997-02-23|1997-03-04|NONE|SHIP|al pinto beans. care|
+4836|48|5|2|16|15168.64|0.07|0.08|N|O|1997-01-14|1997-03-05|1997-01-30|COLLECT COD|MAIL|gular packages against the express reque|
+4836|76|4|3|14|13664.98|0.03|0.08|N|O|1997-02-21|1997-02-06|1997-03-08|COLLECT COD|MAIL|lites. unusual, bold dolphins ar|
+4836|106|1|4|15|15091.50|0.10|0.00|N|O|1997-03-08|1997-03-14|1997-03-30|TAKE BACK RETURN|TRUCK|eep slyly. even requests cajole|
+4836|51|6|5|12|11412.60|0.01|0.04|N|O|1997-02-02|1997-02-10|1997-02-03|COLLECT COD|TRUCK|sly ironic accoun|
+4837|42|1|1|16|15072.64|0.09|0.04|N|O|1998-08-12|1998-06-06|1998-08-26|COLLECT COD|FOB|ing requests are blithely regular instructi|
+4837|193|5|2|16|17491.04|0.01|0.02|N|O|1998-08-19|1998-06-18|1998-08-26|NONE|RAIL|counts cajole slyly furiou|
+4837|68|5|3|42|40658.52|0.10|0.00|N|O|1998-06-19|1998-07-06|1998-06-23|COLLECT COD|MAIL|o the furiously final theodolites boost|
+4838|122|3|1|35|35774.20|0.01|0.00|R|F|1992-10-30|1992-10-23|1992-11-21|TAKE BACK RETURN|RAIL|ly blithely unusual foxes. even package|
+4838|148|5|2|2|2096.28|0.03|0.08|R|F|1992-08-11|1992-09-16|1992-08-26|COLLECT COD|MAIL|hely final notornis are furiously blithe|
+4838|52|3|3|26|24753.30|0.06|0.04|R|F|1992-09-03|1992-10-25|1992-09-11|TAKE BACK RETURN|FOB|ular requests boost about the packages. r|
+4839|60|2|1|5|4800.30|0.10|0.07|A|F|1994-09-07|1994-07-15|1994-10-05|DELIVER IN PERSON|FOB|ses integrate. regular deposits are about |
+4839|10|1|2|25|22750.25|0.02|0.02|R|F|1994-05-20|1994-07-08|1994-05-30|NONE|REG AIR|regular packages ab|
+4839|60|1|3|18|17281.08|0.06|0.01|R|F|1994-05-18|1994-06-13|1994-06-09|TAKE BACK RETURN|FOB|blithely ironic theodolites use along|
+4839|100|1|4|19|19001.90|0.07|0.08|R|F|1994-05-20|1994-07-14|1994-05-30|NONE|REG AIR| deposits sublate furiously ir|
+4839|71|10|5|9|8739.63|0.05|0.01|R|F|1994-06-17|1994-06-18|1994-07-10|NONE|SHIP|ounts haggle carefully above|
+4864|150|9|1|28|29404.20|0.06|0.08|A|F|1993-02-06|1992-12-15|1993-02-10|COLLECT COD|REG AIR|thely around the bli|
+4864|38|4|2|38|35645.14|0.10|0.02|R|F|1992-12-20|1993-01-07|1993-01-06|TAKE BACK RETURN|SHIP|ording to the ironic, ir|
+4864|133|4|3|45|46490.85|0.02|0.01|A|F|1992-11-17|1993-01-02|1992-11-26|COLLECT COD|SHIP|round the furiously careful pa|
+4864|31|2|4|46|42827.38|0.07|0.03|A|F|1993-02-24|1993-01-02|1993-03-17|TAKE BACK RETURN|RAIL|sts use carefully across the carefull|
+4865|162|7|1|16|16994.56|0.07|0.05|N|O|1997-10-02|1997-08-20|1997-10-04|COLLECT COD|TRUCK|osits haggle. fur|
+4865|137|8|2|4|4148.52|0.07|0.01|N|O|1997-07-24|1997-07-25|1997-08-07|TAKE BACK RETURN|FOB|sts. blithely special instruction|
+4865|68|3|3|44|42594.64|0.10|0.08|N|O|1997-07-25|1997-08-20|1997-08-22|COLLECT COD|FOB|even deposits sleep against the quickly r|
+4865|50|3|4|21|19951.05|0.04|0.02|N|O|1997-07-17|1997-08-10|1997-07-21|NONE|RAIL|eposits detect sly|
+4865|54|9|5|33|31483.65|0.00|0.05|N|O|1997-07-17|1997-08-16|1997-07-30|TAKE BACK RETURN|FOB|y pending notornis ab|
+4865|65|2|6|47|45357.82|0.00|0.05|N|O|1997-08-26|1997-08-07|1997-08-31|NONE|RAIL|y unusual packages. packages|
+4866|11|8|1|9|8199.09|0.01|0.05|N|O|1997-08-30|1997-09-18|1997-09-24|TAKE BACK RETURN|MAIL|ven dependencies x-ray. quic|
+4866|102|3|2|1|1002.10|0.06|0.00|N|O|1997-10-15|1997-10-01|1997-11-14|TAKE BACK RETURN|AIR|latelets nag. q|
+4866|131|7|3|17|17529.21|0.07|0.00|N|O|1997-11-26|1997-10-11|1997-12-12|COLLECT COD|TRUCK|ess packages doubt. even somas wake f|
+4867|82|3|1|7|6874.56|0.09|0.03|A|F|1992-07-17|1992-08-17|1992-07-22|COLLECT COD|FOB|e carefully even packages. slyly ironic i|
+4867|160|8|2|3|3180.48|0.04|0.08|R|F|1992-07-04|1992-07-15|1992-07-21|NONE|AIR|yly silent deposits|
+4868|73|3|1|47|45734.29|0.03|0.03|N|O|1997-04-29|1997-04-27|1997-05-11|DELIVER IN PERSON|SHIP|gle unusual, fluffy packages. foxes cajol|
+4868|180|1|2|8|8641.44|0.10|0.08|N|O|1997-03-26|1997-05-09|1997-04-16|NONE|RAIL|ly special th|
+4868|191|2|3|49|53468.31|0.09|0.03|N|O|1997-04-23|1997-05-07|1997-04-26|NONE|SHIP|ys engage. th|
+4868|80|1|4|34|33322.72|0.04|0.02|N|O|1997-05-19|1997-04-27|1997-06-15|NONE|RAIL|en instructions about th|
+4868|122|3|5|22|22486.64|0.07|0.06|N|O|1997-04-26|1997-05-16|1997-05-01|DELIVER IN PERSON|FOB|osits. final foxes boost regular,|
+4869|41|8|1|31|29172.24|0.10|0.01|A|F|1995-01-17|1994-11-30|1995-02-02|NONE|SHIP|ins. always unusual ideas across the ir|
+4869|58|3|2|24|22993.20|0.09|0.06|A|F|1994-11-17|1994-11-07|1994-11-27|COLLECT COD|MAIL|olites cajole after the ideas. special t|
+4869|157|8|3|25|26428.75|0.00|0.05|R|F|1994-11-25|1994-11-14|1994-12-19|DELIVER IN PERSON|AIR|e according t|
+4869|103|8|4|24|24074.40|0.10|0.07|R|F|1994-11-23|1994-11-18|1994-12-11|DELIVER IN PERSON|MAIL|se deposits above the sly, q|
+4869|173|2|5|42|45073.14|0.07|0.04|R|F|1994-10-16|1994-12-10|1994-11-07|TAKE BACK RETURN|REG AIR| slyly even instructions. |
+4869|122|5|6|30|30663.60|0.00|0.05|A|F|1995-01-09|1994-11-20|1995-02-02|COLLECT COD|RAIL|gedly even requests. s|
+4870|48|5|1|49|46453.96|0.05|0.05|R|F|1994-11-14|1994-10-24|1994-12-12|TAKE BACK RETURN|SHIP| regular packages |
+4870|127|10|2|6|6162.72|0.06|0.08|A|F|1994-09-09|1994-10-16|1994-09-21|DELIVER IN PERSON|TRUCK|ress requests. bold, silent pinto bea|
+4870|31|2|3|5|4655.15|0.05|0.00|R|F|1994-10-11|1994-10-07|1994-10-24|NONE|AIR|s haggle furiously. slyly ironic dinos|
+4870|6|9|4|4|3624.00|0.03|0.08|A|F|1994-10-23|1994-09-16|1994-11-04|COLLECT COD|RAIL|its wake quickly. slyly quick|
+4870|71|1|5|36|34958.52|0.09|0.06|A|F|1994-09-06|1994-09-17|1994-10-01|COLLECT COD|REG AIR| instructions. carefully pending pac|
+4871|177|5|1|14|15080.38|0.07|0.03|N|O|1995-09-30|1995-07-29|1995-10-18|TAKE BACK RETURN|REG AIR|inst the never ironic |
+4871|161|6|2|17|18039.72|0.07|0.03|N|O|1995-09-09|1995-09-01|1995-10-02|DELIVER IN PERSON|AIR|es. carefully ev|
+4871|63|4|3|3|2889.18|0.03|0.06|N|O|1995-10-03|1995-08-10|1995-10-06|DELIVER IN PERSON|TRUCK|y special packages wak|
+4871|149|8|4|35|36719.90|0.08|0.07|N|O|1995-08-11|1995-07-18|1995-08-29|DELIVER IN PERSON|TRUCK|ackages sle|
+4871|152|3|5|10|10521.50|0.09|0.02|N|O|1995-09-12|1995-09-02|1995-10-05|TAKE BACK RETURN|AIR|s integrate after the a|
+4871|136|2|6|36|37300.68|0.02|0.08|N|O|1995-09-18|1995-08-29|1995-10-05|TAKE BACK RETURN|AIR|ely according|
+4871|140|6|7|10|10401.40|0.10|0.02|N|O|1995-07-13|1995-08-19|1995-07-29|NONE|REG AIR|p ironic theodolites. slyly even platel|
+4896|41|2|1|19|17879.76|0.09|0.05|A|F|1992-12-13|1992-11-13|1993-01-09|NONE|AIR|nusual requ|
+4896|140|1|2|44|45766.16|0.04|0.03|A|F|1992-11-24|1992-11-15|1992-12-18|COLLECT COD|MAIL|e after the slowly f|
+4896|58|10|3|6|5748.30|0.04|0.04|A|F|1992-10-30|1992-11-12|1992-11-28|DELIVER IN PERSON|TRUCK|usly regular deposits|
+4896|23|4|4|5|4615.10|0.08|0.02|R|F|1992-12-02|1992-11-11|1992-12-19|COLLECT COD|SHIP|eposits hang carefully. sly|
+4896|86|7|5|21|20707.68|0.07|0.08|R|F|1992-11-18|1992-11-18|1992-11-29|DELIVER IN PERSON|TRUCK|ly express deposits. carefully pending depo|
+4897|55|6|1|26|24831.30|0.01|0.01|R|F|1992-12-22|1992-10-25|1992-12-27|DELIVER IN PERSON|TRUCK|. carefully ironic dep|
+4897|143|6|2|34|35466.76|0.02|0.00|R|F|1992-12-31|1992-11-11|1993-01-30|COLLECT COD|AIR|ts. special dependencies use fluffily |
+4897|55|7|3|42|40112.10|0.09|0.03|A|F|1992-09-23|1992-10-28|1992-10-02|DELIVER IN PERSON|FOB|sts. blithely regular deposits will have|
+4897|104|5|4|19|19077.90|0.03|0.00|A|F|1992-11-08|1992-12-14|1992-12-03|DELIVER IN PERSON|FOB|! ironic, pending dependencies doze furiou|
+4898|72|1|1|44|42771.08|0.07|0.02|A|F|1994-09-13|1994-08-18|1994-09-16|NONE|FOB|y regular grouches about|
+4899|34|10|1|14|13076.42|0.06|0.00|R|F|1993-11-10|1994-01-10|1993-11-20|NONE|REG AIR| foxes eat|
+4900|116|3|1|40|40644.40|0.10|0.03|A|F|1992-09-02|1992-09-25|1992-09-21|COLLECT COD|TRUCK|heodolites. request|
+4900|77|8|2|33|32243.31|0.06|0.06|R|F|1992-08-18|1992-09-20|1992-08-19|COLLECT COD|MAIL|nto beans nag slyly reg|
+4900|103|8|3|48|48148.80|0.02|0.00|R|F|1992-09-18|1992-08-14|1992-09-28|TAKE BACK RETURN|MAIL|uickly ironic ideas kindle s|
+4900|32|3|4|20|18640.60|0.05|0.00|R|F|1992-09-22|1992-09-23|1992-09-27|TAKE BACK RETURN|MAIL|yers. accounts affix somet|
+4900|105|8|5|40|40204.00|0.03|0.02|R|F|1992-07-14|1992-09-05|1992-07-20|NONE|REG AIR|luffily final dol|
+4900|103|6|6|46|46142.60|0.06|0.08|R|F|1992-07-11|1992-09-19|1992-07-16|TAKE BACK RETURN|SHIP|ly final acco|
+4901|141|10|1|37|38522.18|0.00|0.04|N|O|1998-01-26|1998-02-20|1998-01-31|DELIVER IN PERSON|TRUCK| furiously ev|
+4901|165|4|2|12|12781.92|0.00|0.04|N|O|1998-01-12|1998-02-06|1998-02-03|COLLECT COD|REG AIR|y unusual deposits prom|
+4901|120|4|3|16|16321.92|0.05|0.08|N|O|1998-04-19|1998-03-18|1998-04-21|NONE|AIR|deposits. blithely fin|
+4901|36|7|4|41|38377.23|0.03|0.00|N|O|1998-03-18|1998-02-18|1998-04-14|TAKE BACK RETURN|AIR|efully bold packages affix carefully eve|
+4901|116|7|5|40|40644.40|0.06|0.02|N|O|1998-01-08|1998-01-30|1998-01-15|DELIVER IN PERSON|MAIL|ect across the furiou|
+4902|196|10|1|22|24116.18|0.00|0.04|N|O|1998-10-17|1998-08-10|1998-10-21|COLLECT COD|RAIL|r the furiously final fox|
+4902|83|4|2|1|983.08|0.09|0.04|N|O|1998-10-12|1998-08-20|1998-11-08|NONE|RAIL|daring foxes? even, bold requests wake f|
+4903|121|2|1|1|1021.12|0.06|0.03|R|F|1992-04-23|1992-06-13|1992-05-03|NONE|SHIP|nusual requests|
+4903|165|6|2|6|6390.96|0.09|0.07|R|F|1992-04-01|1992-05-16|1992-04-11|DELIVER IN PERSON|SHIP|azzle quickly along the blithely final pla|
+4903|120|10|3|27|27543.24|0.07|0.06|A|F|1992-06-29|1992-06-09|1992-07-08|COLLECT COD|RAIL|pinto beans are; |
+4928|100|1|1|4|4000.40|0.04|0.02|R|F|1993-10-25|1993-12-24|1993-11-16|TAKE BACK RETURN|REG AIR|bout the slyly final accounts. carefull|
+4928|93|4|2|20|19861.80|0.03|0.08|A|F|1994-01-19|1993-11-29|1994-02-13|DELIVER IN PERSON|SHIP|quiet theodolites ca|
+4928|149|8|3|34|35670.76|0.06|0.05|A|F|1993-10-12|1993-12-31|1993-10-14|DELIVER IN PERSON|AIR|, regular depos|
+4929|14|1|1|20|18280.20|0.00|0.04|N|O|1996-03-12|1996-05-23|1996-03-20|COLLECT COD|REG AIR| final pinto beans detect. final,|
+4929|79|7|2|40|39162.80|0.08|0.03|N|O|1996-05-30|1996-04-13|1996-06-22|TAKE BACK RETURN|AIR|unts against |
+4929|77|7|3|32|31266.24|0.08|0.02|N|O|1996-04-28|1996-05-23|1996-04-30|COLLECT COD|TRUCK|usly at the blithely pending pl|
+4929|109|4|4|26|26236.60|0.00|0.05|N|O|1996-06-10|1996-05-29|1996-06-26|DELIVER IN PERSON|RAIL| slyly. fl|
+4929|67|8|5|24|23209.44|0.09|0.05|N|O|1996-04-15|1996-04-30|1996-05-09|NONE|MAIL| accounts boost|
+4930|187|8|1|35|38051.30|0.03|0.01|A|F|1994-07-09|1994-07-30|1994-07-15|NONE|RAIL|lose slyly regular dependencies. fur|
+4930|115|5|2|20|20302.20|0.02|0.04|A|F|1994-08-21|1994-06-17|1994-08-24|COLLECT COD|FOB|he carefully|
+4930|168|7|3|28|29908.48|0.00|0.08|R|F|1994-08-27|1994-06-27|1994-09-18|COLLECT COD|TRUCK|e ironic, unusual courts. regula|
+4930|166|7|4|42|44778.72|0.00|0.00|A|F|1994-06-18|1994-06-22|1994-07-10|COLLECT COD|AIR|ions haggle. furiously regular ideas use |
+4930|190|1|5|38|41427.22|0.02|0.03|A|F|1994-06-06|1994-06-18|1994-07-03|TAKE BACK RETURN|AIR|bold requests sleep never|
+4931|194|7|1|1|1094.19|0.08|0.06|A|F|1995-01-24|1994-12-19|1995-02-07|DELIVER IN PERSON|SHIP| furiously |
+4931|151|3|2|8|8409.20|0.06|0.02|R|F|1994-12-15|1995-01-14|1995-01-06|NONE|SHIP|ts boost. packages wake sly|
+4931|144|5|3|20|20882.80|0.09|0.00|A|F|1995-01-25|1994-12-21|1995-02-06|DELIVER IN PERSON|MAIL|the furious|
+4931|200|4|4|50|55010.00|0.04|0.01|A|F|1994-12-15|1994-12-18|1994-12-23|COLLECT COD|REG AIR|s haggle al|
+4931|150|7|5|25|26253.75|0.05|0.05|R|F|1994-12-19|1995-01-05|1994-12-21|COLLECT COD|FOB|aggle bravely according to the quic|
+4931|103|6|6|8|8024.80|0.02|0.03|A|F|1995-02-16|1994-12-30|1995-03-15|DELIVER IN PERSON|SHIP|dependencies are slyly|
+4932|51|3|1|13|12363.65|0.04|0.03|A|F|1993-09-13|1993-10-16|1993-09-20|DELIVER IN PERSON|SHIP|slyly according to the furiously fin|
+4932|103|10|2|15|15046.50|0.01|0.02|R|F|1993-11-15|1993-10-25|1993-11-29|NONE|REG AIR|yly. unusu|
+4932|87|8|3|5|4935.40|0.06|0.06|A|F|1993-10-01|1993-09-13|1993-10-04|NONE|MAIL| haggle furiously. slyly ironic packages sl|
+4932|98|1|4|11|10978.99|0.09|0.06|A|F|1993-09-21|1993-09-30|1993-09-23|COLLECT COD|SHIP|as. special depende|
+4933|32|8|1|48|44737.44|0.08|0.00|N|O|1995-10-10|1995-10-03|1995-11-04|COLLECT COD|SHIP|ideas. sly|
+4933|82|3|2|2|1964.16|0.09|0.00|N|O|1995-10-01|1995-09-29|1995-10-19|DELIVER IN PERSON|MAIL|ctions nag final instructions. accou|
+4934|97|10|1|48|47860.32|0.00|0.01|N|O|1997-05-20|1997-04-22|1997-06-02|TAKE BACK RETURN|SHIP| ideas cajol|
+4934|110|1|2|41|41414.51|0.06|0.06|N|O|1997-06-04|1997-04-11|1997-06-25|TAKE BACK RETURN|FOB|wake final, ironic f|
+4934|140|1|3|8|8321.12|0.03|0.06|N|O|1997-05-20|1997-04-30|1997-05-27|TAKE BACK RETURN|MAIL|arefully express pains cajo|
+4934|148|5|4|9|9433.26|0.06|0.08|N|O|1997-06-10|1997-04-09|1997-06-12|TAKE BACK RETURN|REG AIR| haggle alongside of the|
+4934|138|9|5|29|30105.77|0.09|0.03|N|O|1997-04-10|1997-05-05|1997-05-04|DELIVER IN PERSON|AIR|aggle furiously among the busily final re|
+4934|52|3|6|42|39986.10|0.00|0.07|N|O|1997-03-19|1997-05-05|1997-03-25|NONE|MAIL|ven, ironic ideas|
+4934|11|5|7|2|1822.02|0.10|0.06|N|O|1997-06-05|1997-03-26|1997-06-09|COLLECT COD|MAIL|ongside of the brave, regula|
+4935|161|2|1|13|13795.08|0.09|0.01|A|F|1993-06-20|1993-08-13|1993-06-27|COLLECT COD|REG AIR|ly requests. final deposits might |
+4935|40|6|2|37|34781.48|0.01|0.05|R|F|1993-08-30|1993-07-23|1993-09-07|TAKE BACK RETURN|RAIL|y even dependencies nag a|
+4935|11|8|3|24|21864.24|0.06|0.04|A|F|1993-05-29|1993-08-17|1993-06-22|NONE|RAIL|ly quickly s|
+4935|45|6|4|49|46306.96|0.06|0.01|A|F|1993-09-16|1993-08-21|1993-10-12|COLLECT COD|TRUCK|ffily after the furiou|
+4935|10|1|5|14|12740.14|0.08|0.08|A|F|1993-05-30|1993-07-25|1993-05-31|COLLECT COD|FOB|slowly. blith|
+4935|188|9|6|36|39174.48|0.10|0.00|R|F|1993-07-11|1993-07-04|1993-08-01|DELIVER IN PERSON|RAIL|requests across the quick|
+4960|18|5|1|36|33048.36|0.01|0.05|R|F|1995-03-06|1995-05-04|1995-04-05|TAKE BACK RETURN|RAIL|c, unusual accou|
+4960|45|8|2|6|5670.24|0.03|0.08|R|F|1995-03-21|1995-05-13|1995-04-14|TAKE BACK RETURN|SHIP|ual package|
+4960|149|8|3|9|9442.26|0.01|0.03|A|F|1995-03-20|1995-05-05|1995-04-17|COLLECT COD|RAIL|e blithely carefully fina|
+4960|120|7|4|14|14281.68|0.00|0.06|A|F|1995-04-03|1995-04-17|1995-04-07|NONE|RAIL|accounts. warhorses are. grouches |
+4960|98|1|5|8|7984.72|0.07|0.04|R|F|1995-03-14|1995-04-18|1995-04-09|NONE|FOB|as. busily regular packages nag. |
+4960|146|7|6|37|38707.18|0.10|0.04|R|F|1995-05-23|1995-04-12|1995-06-01|DELIVER IN PERSON|MAIL|ending theodolites w|
+4960|170|1|7|42|44947.14|0.08|0.07|A|F|1995-04-19|1995-04-11|1995-05-08|NONE|SHIP|s requests cajole. |
+4961|44|7|1|38|35873.52|0.10|0.07|N|O|1998-07-09|1998-06-03|1998-07-11|TAKE BACK RETURN|FOB|e on the blithely bold accounts. unu|
+4961|60|5|2|1|960.06|0.08|0.08|N|O|1998-07-08|1998-05-25|1998-07-12|DELIVER IN PERSON|MAIL|s affix carefully silent dependen|
+4961|162|3|3|41|43548.56|0.02|0.02|N|O|1998-07-15|1998-06-15|1998-08-05|TAKE BACK RETURN|REG AIR|ily against the n|
+4961|100|3|4|10|10001.00|0.02|0.04|N|O|1998-04-15|1998-07-03|1998-04-18|DELIVER IN PERSON|MAIL|quests. regular, ironic ideas at the ironi|
+4962|19|6|1|46|42274.46|0.01|0.07|R|F|1993-08-23|1993-09-04|1993-08-27|COLLECT COD|REG AIR| pinto beans grow about the sl|
+4963|168|5|1|38|40590.08|0.08|0.02|N|O|1996-12-25|1996-12-12|1997-01-02|COLLECT COD|AIR|tegrate daringly accou|
+4963|76|4|2|16|15617.12|0.00|0.03|N|O|1996-11-20|1997-01-13|1996-12-06|COLLECT COD|MAIL| carefully slyly u|
+4964|133|9|1|29|29960.77|0.04|0.01|N|O|1997-10-18|1997-08-30|1997-11-01|NONE|AIR|k accounts nag carefully-- ironic, fin|
+4964|148|5|2|46|48214.44|0.06|0.06|N|O|1997-10-05|1997-09-12|1997-10-11|NONE|TRUCK|althy deposits|
+4964|143|4|3|18|18776.52|0.00|0.06|N|O|1997-10-13|1997-09-01|1997-11-10|DELIVER IN PERSON|AIR| platelets. furio|
+4964|180|10|4|12|12962.16|0.08|0.01|N|O|1997-09-03|1997-10-25|1997-09-15|NONE|TRUCK|ully silent instructions ca|
+4964|41|10|5|42|39523.68|0.06|0.04|N|O|1997-09-04|1997-08-28|1997-10-02|TAKE BACK RETURN|AIR| hinder. idly even|
+4964|193|7|6|22|24050.18|0.04|0.08|N|O|1997-09-11|1997-10-06|1997-09-29|NONE|AIR|equests doubt quickly. caref|
+4964|173|4|7|28|30048.76|0.00|0.05|N|O|1997-08-30|1997-09-15|1997-09-18|COLLECT COD|RAIL|among the carefully regula|
+4965|131|2|1|28|28871.64|0.05|0.03|A|F|1994-01-02|1993-11-20|1994-01-04|TAKE BACK RETURN|REG AIR| deposits. requests sublate quickly |
+4965|13|10|2|25|22825.25|0.10|0.02|R|F|1994-02-05|1993-12-15|1994-02-24|TAKE BACK RETURN|MAIL|wake at the carefully speci|
+4965|101|8|3|27|27029.70|0.05|0.06|R|F|1993-11-06|1993-12-24|1993-11-30|TAKE BACK RETURN|SHIP|efully final foxes|
+4965|138|9|4|33|34258.29|0.04|0.04|A|F|1993-12-31|1993-11-29|1994-01-27|DELIVER IN PERSON|REG AIR|iously slyly|
+4966|76|6|1|10|9760.70|0.06|0.03|N|O|1996-09-23|1996-11-02|1996-10-07|TAKE BACK RETURN|SHIP| requests. carefully pending requests|
+4966|194|6|2|6|6565.14|0.02|0.01|N|O|1996-12-09|1996-11-29|1996-12-30|NONE|AIR|d deposits are sly excuses. slyly iro|
+4966|165|6|3|7|7456.12|0.00|0.01|N|O|1996-12-08|1996-10-09|1997-01-06|COLLECT COD|MAIL|ckly ironic tithe|
+4966|16|6|4|26|23816.26|0.08|0.03|N|O|1996-11-14|1996-11-29|1996-12-05|COLLECT COD|REG AIR|nt pearls haggle carefully slyly even |
+4966|144|1|5|12|12529.68|0.02|0.07|N|O|1996-12-07|1996-11-23|1996-12-20|DELIVER IN PERSON|RAIL|eodolites. ironic requests across the exp|
+4967|71|1|1|50|48553.50|0.07|0.01|N|O|1997-05-27|1997-05-13|1997-06-12|NONE|REG AIR|kages. final, unusual accounts c|
+4967|53|5|2|43|40981.15|0.00|0.07|N|O|1997-05-28|1997-04-10|1997-06-09|NONE|TRUCK|ons. slyly ironic requests|
+4967|50|1|3|15|14250.75|0.08|0.02|N|O|1997-04-16|1997-04-12|1997-05-08|TAKE BACK RETURN|MAIL|y. blithel|
+4967|123|2|4|1|1023.12|0.10|0.07|N|O|1997-06-04|1997-03-29|1997-06-23|NONE|FOB|osits. unusual frets thrash furiously|
+4992|184|5|1|42|45535.56|0.07|0.01|R|F|1992-07-19|1992-06-16|1992-08-17|TAKE BACK RETURN|RAIL|foxes about the quickly final platele|
+4992|147|4|2|47|49215.58|0.10|0.08|A|F|1992-09-04|1992-08-05|1992-09-21|COLLECT COD|MAIL|atterns use fluffily.|
+4992|144|7|3|17|17750.38|0.03|0.03|A|F|1992-07-05|1992-07-19|1992-07-30|TAKE BACK RETURN|FOB|s along the perma|
+4992|70|7|4|25|24251.75|0.04|0.06|R|F|1992-08-06|1992-07-11|1992-08-20|NONE|SHIP|ly about the never ironic requests. pe|
+4992|139|5|5|23|23899.99|0.01|0.08|R|F|1992-06-28|1992-07-15|1992-07-12|DELIVER IN PERSON|MAIL|uickly regul|
+4992|163|8|6|44|46779.04|0.05|0.02|A|F|1992-06-01|1992-07-22|1992-06-03|NONE|RAIL|rmanent, sly packages print slyly. regula|
+4993|38|4|1|34|31893.02|0.05|0.00|R|F|1994-09-21|1994-10-31|1994-09-24|TAKE BACK RETURN|REG AIR|ular, pending packages at the even packa|
+4993|129|4|2|39|40135.68|0.03|0.08|R|F|1994-09-10|1994-09-04|1994-09-26|COLLECT COD|SHIP|pending, regular requests solve caref|
+4993|166|1|3|42|44778.72|0.06|0.00|A|F|1994-08-27|1994-09-24|1994-09-05|NONE|MAIL| final packages at the q|
+4993|158|6|4|31|32802.65|0.10|0.06|A|F|1994-10-02|1994-10-29|1994-10-15|NONE|AIR|nwind thinly platelets. a|
+4994|156|8|1|36|38021.40|0.00|0.06|N|O|1996-09-29|1996-07-30|1996-10-03|TAKE BACK RETURN|TRUCK|ess ideas. blithely silent brai|
+4994|80|9|2|47|46063.76|0.04|0.05|N|O|1996-09-20|1996-08-04|1996-10-15|COLLECT COD|TRUCK|sts. blithely close ideas sleep quic|
+4994|183|4|3|29|31412.22|0.08|0.01|N|O|1996-08-26|1996-09-27|1996-09-25|DELIVER IN PERSON|RAIL|ptotes boost carefully|
+4994|39|10|4|40|37561.20|0.01|0.06|N|O|1996-08-25|1996-08-16|1996-09-07|TAKE BACK RETURN|REG AIR|eposits. regula|
+4994|42|9|5|24|22608.96|0.01|0.07|N|O|1996-08-19|1996-09-24|1996-08-25|TAKE BACK RETURN|FOB|s. slyly ironic deposits cajole f|
+4994|73|4|6|6|5838.42|0.01|0.02|N|O|1996-09-05|1996-08-04|1996-09-30|TAKE BACK RETURN|FOB|grate carefully around th|
+4994|130|1|7|31|31934.03|0.07|0.04|N|O|1996-10-14|1996-09-23|1996-11-08|TAKE BACK RETURN|RAIL|lar decoys cajole fluffil|
+4995|65|4|1|16|15440.96|0.02|0.05|N|O|1996-02-27|1996-04-03|1996-02-29|DELIVER IN PERSON|MAIL|egular, bold packages. accou|
+4995|81|2|2|43|42186.44|0.00|0.06|N|O|1996-02-24|1996-02-20|1996-03-07|NONE|AIR|ts. blithely silent ideas after t|
+4995|156|7|3|22|23235.30|0.03|0.06|N|O|1996-03-17|1996-03-12|1996-04-01|DELIVER IN PERSON|MAIL|s wake furious, express dependencies.|
+4995|40|1|4|9|8460.36|0.07|0.07|N|O|1996-03-07|1996-03-17|1996-03-11|DELIVER IN PERSON|FOB| ironic packages cajole across t|
+4995|148|7|5|48|50310.72|0.08|0.07|N|O|1996-03-22|1996-04-01|1996-04-07|NONE|SHIP|t blithely. requests affix blithely. |
+4995|110|5|6|48|48485.28|0.09|0.07|N|O|1996-04-14|1996-04-04|1996-05-07|DELIVER IN PERSON|RAIL|nstructions. carefully final depos|
+4996|56|1|1|35|33461.75|0.07|0.01|A|F|1992-10-30|1992-10-27|1992-11-05|TAKE BACK RETURN|SHIP|s. unusual, regular dolphins integrate care|
+4996|156|7|2|39|41189.85|0.02|0.07|A|F|1992-09-19|1992-10-19|1992-10-06|COLLECT COD|FOB|equests are carefully final|
+4996|128|7|3|12|12337.44|0.04|0.06|R|F|1993-01-09|1992-11-22|1993-02-04|DELIVER IN PERSON|SHIP|usly bold requests sleep dogge|
+4996|144|3|4|13|13573.82|0.00|0.00|A|F|1992-09-17|1992-12-02|1992-10-07|DELIVER IN PERSON|TRUCK|o beans use about the furious|
+4997|79|7|1|44|43079.08|0.02|0.05|N|O|1998-06-09|1998-06-12|1998-07-07|NONE|RAIL|r escapades ca|
+4997|17|7|2|5|4585.05|0.02|0.04|N|O|1998-05-16|1998-06-05|1998-06-07|COLLECT COD|REG AIR|cuses are furiously unusual asymptotes|
+4997|58|9|3|24|22993.20|0.04|0.06|N|O|1998-04-20|1998-04-23|1998-05-16|NONE|AIR|xpress, bo|
+4997|40|6|4|5|4700.20|0.10|0.03|N|O|1998-06-12|1998-04-24|1998-06-13|DELIVER IN PERSON|TRUCK|aggle slyly alongside of the slyly i|
+4997|22|7|5|46|42412.92|0.00|0.04|N|O|1998-04-28|1998-06-04|1998-05-08|TAKE BACK RETURN|SHIP|ecial courts are carefully|
+4997|29|2|6|2|1858.04|0.07|0.01|N|O|1998-07-09|1998-06-10|1998-07-21|TAKE BACK RETURN|REG AIR|counts. slyl|
+4998|154|2|1|12|12649.80|0.04|0.03|A|F|1992-02-20|1992-03-06|1992-03-01|TAKE BACK RETURN|RAIL| sleep slyly furiously final accounts. ins|
+4998|183|4|2|15|16247.70|0.06|0.00|R|F|1992-04-24|1992-03-21|1992-05-02|NONE|REG AIR|heodolites sleep quickly.|
+4998|59|10|3|27|25894.35|0.06|0.02|R|F|1992-03-17|1992-02-26|1992-04-05|DELIVER IN PERSON|MAIL|the blithely ironic |
+4998|63|10|4|47|45263.82|0.10|0.04|A|F|1992-02-07|1992-03-07|1992-02-19|DELIVER IN PERSON|TRUCK|mong the careful|
+4998|145|4|5|24|25083.36|0.01|0.04|R|F|1992-01-25|1992-03-16|1992-01-27|COLLECT COD|REG AIR| unwind about|
+4998|99|1|6|8|7992.72|0.03|0.07|A|F|1992-05-01|1992-03-03|1992-05-24|TAKE BACK RETURN|AIR|ions nag quickly according to the theodolit|
+4999|153|8|1|30|31594.50|0.00|0.02|A|F|1993-08-20|1993-08-15|1993-08-30|NONE|AIR|ades cajole carefully unusual ide|
+4999|10|1|2|44|40040.44|0.03|0.01|A|F|1993-08-01|1993-08-04|1993-08-17|COLLECT COD|REG AIR|ependencies. slowly regu|
+4999|86|7|3|30|29582.40|0.09|0.01|R|F|1993-07-21|1993-08-11|1993-08-20|DELIVER IN PERSON|RAIL|s cajole among the blithel|
+5024|166|3|1|17|18124.72|0.10|0.02|N|O|1996-11-24|1997-01-10|1996-12-04|NONE|AIR| to the expre|
+5024|58|6|2|41|39280.05|0.06|0.01|N|O|1996-11-09|1996-12-03|1996-12-01|COLLECT COD|REG AIR|osits hinder carefully |
+5024|112|6|3|18|18217.98|0.04|0.03|N|O|1996-12-02|1997-01-16|1996-12-05|NONE|MAIL|zle carefully sauternes. quickly|
+5024|123|8|4|42|42971.04|0.03|0.06|N|O|1996-12-02|1996-12-08|1996-12-04|DELIVER IN PERSON|RAIL|tegrate. busily spec|
+5025|30|9|1|11|10230.33|0.00|0.04|N|O|1997-02-21|1997-04-16|1997-03-14|COLLECT COD|SHIP|the carefully final esc|
+5025|78|7|2|10|9780.70|0.07|0.04|N|O|1997-06-04|1997-04-29|1997-06-28|COLLECT COD|RAIL|lly silent deposits boost busily again|
+5026|96|8|1|13|12949.17|0.02|0.04|N|O|1997-12-23|1997-11-02|1998-01-03|TAKE BACK RETURN|SHIP|endencies sleep carefully alongs|
+5027|98|2|1|6|5988.54|0.04|0.05|N|O|1997-09-28|1997-11-24|1997-10-25|NONE|FOB|ar, ironic deposi|
+5027|62|3|2|39|37520.34|0.06|0.01|N|O|1997-09-09|1997-11-13|1997-09-21|TAKE BACK RETURN|FOB|ess requests! quickly regular pac|
+5027|126|5|3|32|32835.84|0.00|0.01|N|O|1997-11-13|1997-10-29|1997-11-18|TAKE BACK RETURN|RAIL|cording to|
+5027|26|7|4|37|34262.74|0.02|0.00|N|O|1997-10-05|1997-10-30|1997-10-26|NONE|REG AIR|ost slyly fluffily|
+5027|143|4|5|3|3129.42|0.03|0.06|N|O|1997-09-30|1997-11-26|1997-10-05|DELIVER IN PERSON|AIR|t the even mu|
+5027|87|8|6|25|24677.00|0.06|0.00|N|O|1997-09-16|1997-11-25|1997-10-08|TAKE BACK RETURN|RAIL|ic ideas. requests sleep fluffily am|
+5027|81|2|7|50|49054.00|0.07|0.02|N|O|1997-09-18|1997-11-07|1997-10-05|DELIVER IN PERSON|MAIL| beans dazzle according to the fluffi|
+5028|14|1|1|15|13710.15|0.07|0.07|R|F|1992-07-17|1992-07-16|1992-08-05|COLLECT COD|REG AIR|es are quickly final pains. furiously pend|
+5028|199|10|2|15|16487.85|0.03|0.07|R|F|1992-08-02|1992-07-09|1992-08-30|NONE|REG AIR|gular, bold pinto bea|
+5029|154|5|1|17|17920.55|0.02|0.01|A|F|1993-03-12|1992-12-18|1993-04-02|DELIVER IN PERSON|FOB|! packages boost blithely. furious|
+5029|97|9|2|2|1994.18|0.00|0.04|A|F|1992-11-25|1993-01-04|1992-12-20|DELIVER IN PERSON|MAIL|packages. furiously ironi|
+5030|102|3|1|22|22046.20|0.04|0.06|N|O|1998-09-01|1998-08-15|1998-09-30|TAKE BACK RETURN|TRUCK|. quickly regular foxes believe|
+5030|80|9|2|50|49004.00|0.05|0.06|N|O|1998-08-22|1998-07-25|1998-09-18|TAKE BACK RETURN|FOB|ss excuses serve bli|
+5031|50|1|1|15|14250.75|0.02|0.05|R|F|1995-04-01|1995-02-24|1995-04-12|DELIVER IN PERSON|AIR|yly pending theodolites.|
+5031|161|6|2|40|42446.40|0.10|0.04|A|F|1994-12-04|1995-01-27|1995-01-01|NONE|TRUCK|ns hang blithely across th|
+5031|154|6|3|4|4216.60|0.01|0.07|R|F|1994-12-26|1995-02-24|1995-01-11|NONE|RAIL|after the even frays: ironic, unusual th|
+5031|181|2|4|31|33516.58|0.10|0.08|R|F|1995-01-15|1995-01-08|1995-02-09|COLLECT COD|MAIL|ts across the even requests doze furiously|
+5056|48|7|1|7|6636.28|0.09|0.01|N|O|1997-04-28|1997-04-07|1997-05-15|DELIVER IN PERSON|TRUCK|rouches after the pending instruc|
+5056|197|1|2|19|20846.61|0.04|0.00|N|O|1997-03-24|1997-05-05|1997-04-23|DELIVER IN PERSON|AIR|c theodolites. ironic a|
+5056|90|1|3|23|22772.07|0.02|0.05|N|O|1997-05-12|1997-04-28|1997-05-25|NONE|SHIP|ickly regular requests cajole. depos|
+5056|87|8|4|14|13819.12|0.08|0.00|N|O|1997-06-09|1997-04-13|1997-07-06|COLLECT COD|SHIP|sts haggle carefully along the slyl|
+5057|37|3|1|38|35607.14|0.02|0.03|N|O|1997-10-24|1997-09-07|1997-10-30|TAKE BACK RETURN|MAIL|packages. stealthily bold wa|
+5057|8|1|2|45|40860.00|0.08|0.07|N|O|1997-09-20|1997-10-02|1997-10-20|NONE|FOB| asymptotes wake slyl|
+5058|193|5|1|16|17491.04|0.09|0.07|N|O|1998-07-12|1998-06-09|1998-07-15|DELIVER IN PERSON|SHIP| the special foxes |
+5059|70|5|1|5|4850.35|0.03|0.08|R|F|1993-12-23|1994-01-12|1993-12-24|TAKE BACK RETURN|FOB|ts affix slyly accordi|
+5059|123|2|2|19|19439.28|0.06|0.04|R|F|1994-03-02|1993-12-26|1994-03-14|TAKE BACK RETURN|MAIL| special ideas poach blithely qu|
+5059|77|7|3|45|43968.15|0.02|0.00|A|F|1994-01-28|1994-01-08|1994-02-18|DELIVER IN PERSON|MAIL|enly. requests doze. express, close pa|
+5060|25|8|1|27|24975.54|0.10|0.07|R|F|1992-07-23|1992-09-05|1992-08-07|COLLECT COD|SHIP|s. ironic |
+5060|32|8|2|28|26096.84|0.04|0.04|R|F|1992-09-25|1992-08-11|1992-10-09|NONE|REG AIR|c requests|
+5060|161|2|3|15|15917.40|0.06|0.01|A|F|1992-08-28|1992-08-20|1992-09-01|DELIVER IN PERSON|AIR|ular deposits sl|
+5061|165|2|1|18|19172.88|0.03|0.00|A|F|1993-10-20|1993-10-05|1993-10-28|TAKE BACK RETURN|SHIP|atelets among the ca|
+5061|198|1|2|8|8785.52|0.01|0.02|R|F|1993-09-07|1993-10-31|1993-10-04|DELIVER IN PERSON|REG AIR|regular foxes. ir|
+5061|24|5|3|26|24024.52|0.02|0.05|A|F|1993-11-07|1993-09-13|1993-11-13|NONE|REG AIR| cajole slyly. carefully spe|
+5062|101|4|1|9|9009.90|0.08|0.00|R|F|1993-01-02|1992-12-01|1993-01-20|TAKE BACK RETURN|MAIL| silent theodolites wake. c|
+5062|75|6|2|4|3900.28|0.02|0.02|R|F|1993-02-06|1992-12-14|1993-03-03|DELIVER IN PERSON|AIR|ke furiously express theodolites. |
+5062|159|10|3|50|52957.50|0.09|0.07|A|F|1992-12-25|1992-12-13|1992-12-29|TAKE BACK RETURN|MAIL| the regular, unusual pains. specia|
+5062|161|10|4|18|19100.88|0.03|0.07|R|F|1992-11-04|1992-12-25|1992-11-05|NONE|SHIP|furiously pending requests are ruthles|
+5062|194|8|5|25|27354.75|0.08|0.02|R|F|1992-12-15|1992-11-17|1993-01-01|NONE|TRUCK|uthless excuses ag|
+5063|129|10|1|31|31902.72|0.08|0.01|N|O|1997-06-02|1997-06-20|1997-06-27|NONE|RAIL|kages. ironic, ironic courts wake. carefu|
+5063|174|2|2|43|46189.31|0.04|0.08|N|O|1997-09-14|1997-07-05|1997-10-05|TAKE BACK RETURN|TRUCK|latelets might nod blithely regular requ|
+5063|167|4|3|2|2134.32|0.02|0.03|N|O|1997-06-17|1997-07-27|1997-06-24|COLLECT COD|SHIP|kly regular i|
+5063|135|6|4|18|18632.34|0.08|0.05|N|O|1997-06-02|1997-06-18|1997-06-06|TAKE BACK RETURN|RAIL|refully quiet reques|
+5063|161|8|5|1|1061.16|0.06|0.07|N|O|1997-09-03|1997-06-26|1997-10-03|NONE|FOB|ously special |
+5088|78|6|1|23|22495.61|0.06|0.06|R|F|1993-03-03|1993-03-07|1993-03-08|NONE|FOB|cording to the fluffily expr|
+5088|51|3|2|41|38993.05|0.09|0.00|R|F|1993-01-22|1993-03-07|1993-02-09|TAKE BACK RETURN|TRUCK|ing requests. |
+5088|86|7|3|36|35498.88|0.10|0.05|A|F|1993-04-16|1993-04-03|1993-05-14|NONE|TRUCK|the furiously final deposits. furiously re|
+5088|109|6|4|10|10091.00|0.04|0.05|R|F|1993-04-07|1993-02-06|1993-04-26|NONE|FOB|beans. special requests af|
+5089|158|6|1|4|4232.60|0.05|0.06|R|F|1992-09-18|1992-09-28|1992-10-13|DELIVER IN PERSON|TRUCK|nts sleep blithely |
+5089|162|3|2|20|21243.20|0.00|0.07|R|F|1992-10-10|1992-10-07|1992-11-06|COLLECT COD|RAIL| ironic accounts|
+5089|124|7|3|46|47109.52|0.03|0.04|A|F|1992-11-09|1992-10-13|1992-11-10|TAKE BACK RETURN|RAIL|above the express accounts. exc|
+5089|34|10|4|38|35493.14|0.05|0.03|R|F|1992-11-23|1992-09-11|1992-12-22|TAKE BACK RETURN|SHIP|regular instructions are|
+5090|22|3|1|22|20284.44|0.07|0.00|N|O|1997-05-10|1997-05-25|1997-05-24|TAKE BACK RETURN|TRUCK|ets integrate ironic, regul|
+5090|129|10|2|46|47339.52|0.05|0.00|N|O|1997-04-05|1997-04-14|1997-05-01|COLLECT COD|REG AIR|lose theodolites sleep blit|
+5090|2|9|3|22|19844.00|0.09|0.05|N|O|1997-07-03|1997-04-12|1997-07-26|NONE|REG AIR|ular requests su|
+5090|114|8|4|2|2028.22|0.03|0.06|N|O|1997-04-07|1997-04-23|1997-05-01|TAKE BACK RETURN|AIR|tes. slowly iro|
+5090|48|9|5|21|19908.84|0.10|0.02|N|O|1997-03-29|1997-04-24|1997-04-25|TAKE BACK RETURN|FOB|ly express accounts. slyly even r|
+5090|80|9|6|30|29402.40|0.02|0.03|N|O|1997-05-04|1997-04-14|1997-05-30|COLLECT COD|MAIL|osits nag slyly. fluffily ex|
+5091|78|6|1|50|48903.50|0.05|0.03|N|O|1998-07-21|1998-06-22|1998-07-26|COLLECT COD|REG AIR|al dependencies. r|
+5092|164|1|1|30|31924.80|0.06|0.00|N|O|1995-12-27|1995-12-08|1996-01-09|DELIVER IN PERSON|MAIL|ss, ironic deposits. furiously stea|
+5092|45|4|2|34|32131.36|0.04|0.02|N|O|1995-12-09|1995-12-26|1995-12-21|TAKE BACK RETURN|AIR|ckages nag |
+5092|140|6|3|13|13521.82|0.06|0.01|N|O|1995-11-21|1996-01-05|1995-12-19|TAKE BACK RETURN|SHIP|es detect sly|
+5092|180|1|4|14|15122.52|0.04|0.00|N|O|1996-02-20|1995-11-30|1996-03-20|DELIVER IN PERSON|REG AIR| deposits cajole furiously against the sly|
+5092|186|7|5|42|45619.56|0.01|0.02|N|O|1995-11-06|1996-01-01|1995-12-06|DELIVER IN PERSON|AIR|s use along t|
+5092|178|6|6|11|11859.87|0.03|0.03|N|O|1995-12-02|1995-12-27|1995-12-11|COLLECT COD|MAIL|ly against the slyly silen|
+5092|159|10|7|50|52957.50|0.10|0.03|N|O|1995-11-30|1996-01-14|1995-12-19|NONE|REG AIR|r platelets maintain car|
+5093|168|9|1|40|42726.40|0.05|0.01|R|F|1993-09-16|1993-11-04|1993-10-05|TAKE BACK RETURN|REG AIR|ing pinto beans. quickly bold dependenci|
+5093|74|2|2|15|14611.05|0.01|0.04|A|F|1993-12-02|1993-11-18|1994-01-01|DELIVER IN PERSON|FOB|ly among the unusual foxe|
+5093|151|9|3|31|32585.65|0.00|0.02|R|F|1993-09-22|1993-11-14|1993-09-26|TAKE BACK RETURN|REG AIR| against the|
+5093|156|1|4|37|39077.55|0.04|0.00|A|F|1993-10-26|1993-12-02|1993-10-27|NONE|TRUCK|courts. qui|
+5093|115|2|5|30|30453.30|0.06|0.05|A|F|1993-11-22|1993-11-27|1993-12-14|DELIVER IN PERSON|TRUCK|ithely ironic sheaves use fluff|
+5093|121|6|6|31|31654.72|0.01|0.08|A|F|1993-12-17|1993-11-14|1994-01-02|NONE|SHIP|he final foxes. fluffily ironic |
+5094|143|10|1|19|19819.66|0.03|0.03|R|F|1993-03-31|1993-06-12|1993-04-04|NONE|AIR|ronic foxes. furi|
+5094|108|5|2|23|23186.30|0.05|0.07|R|F|1993-06-13|1993-05-19|1993-07-06|NONE|MAIL|st furiously above the fluffily care|
+5094|92|6|3|11|10912.99|0.04|0.08|A|F|1993-06-25|1993-06-24|1993-07-18|TAKE BACK RETURN|MAIL|s cajole quickly against the furiously ex|
+5094|79|10|4|21|20560.47|0.09|0.08|R|F|1993-07-26|1993-05-03|1993-08-16|NONE|MAIL| blithely furiously final re|
+5095|65|10|1|46|44392.76|0.07|0.01|A|F|1992-06-26|1992-06-25|1992-07-05|COLLECT COD|RAIL|egular instruction|
+5095|106|3|2|2|2012.20|0.07|0.08|A|F|1992-07-09|1992-05-25|1992-07-21|DELIVER IN PERSON|REG AIR|detect car|
+5095|123|8|3|28|28647.36|0.01|0.04|A|F|1992-06-20|1992-06-27|1992-06-22|DELIVER IN PERSON|AIR| into the final courts. ca|
+5095|178|7|4|42|45283.14|0.08|0.08|R|F|1992-05-23|1992-06-01|1992-06-18|COLLECT COD|TRUCK|ccounts. packages could have t|
+5095|166|7|5|9|9595.44|0.10|0.07|R|F|1992-08-14|1992-06-23|1992-08-16|TAKE BACK RETURN|REG AIR|bold theodolites wake about the expr|
+5095|97|8|6|15|14956.35|0.01|0.06|A|F|1992-07-11|1992-07-12|1992-08-09|COLLECT COD|AIR| to the packages wake sly|
+5095|169|10|7|40|42766.40|0.05|0.02|A|F|1992-07-11|1992-06-07|1992-07-26|DELIVER IN PERSON|MAIL|carefully unusual plat|
+5120|133|4|1|28|28927.64|0.06|0.03|N|O|1996-07-20|1996-08-31|1996-08-06|NONE|RAIL| across the silent requests. caref|
+5121|184|5|1|23|24936.14|0.06|0.01|A|F|1992-05-18|1992-06-20|1992-06-02|TAKE BACK RETURN|REG AIR|even courts are blithely ironically |
+5121|111|1|2|45|45499.95|0.08|0.04|A|F|1992-08-13|1992-07-27|1992-09-12|NONE|TRUCK|pecial accounts cajole ca|
+5121|97|10|3|27|26921.43|0.08|0.07|R|F|1992-06-17|1992-06-11|1992-06-19|NONE|MAIL|ly silent theodolit|
+5121|68|7|4|10|9680.60|0.04|0.05|R|F|1992-06-08|1992-07-10|1992-07-02|TAKE BACK RETURN|FOB|e quickly according |
+5121|89|10|5|46|45497.68|0.03|0.02|R|F|1992-05-27|1992-07-19|1992-05-28|TAKE BACK RETURN|FOB|use express foxes. slyly |
+5121|1|8|6|2|1802.00|0.04|0.07|R|F|1992-08-10|1992-06-28|1992-08-11|NONE|FOB| final, regular account|
+5122|183|4|1|28|30329.04|0.03|0.00|N|O|1996-04-20|1996-03-29|1996-04-29|DELIVER IN PERSON|FOB|g the busily ironic accounts boos|
+5122|82|3|2|43|42229.44|0.09|0.03|N|O|1996-05-31|1996-04-12|1996-06-13|NONE|MAIL|ut the carefully special foxes. idle,|
+5122|45|6|3|12|11340.48|0.07|0.03|N|O|1996-04-02|1996-04-27|1996-04-10|DELIVER IN PERSON|AIR|lar instructions |
+5123|26|7|1|13|12038.26|0.08|0.07|N|O|1998-05-17|1998-03-23|1998-06-02|COLLECT COD|MAIL|regular pearls|
+5124|55|7|1|43|41067.15|0.00|0.02|N|O|1997-07-10|1997-05-13|1997-07-31|COLLECT COD|AIR|onic package|
+5124|6|3|2|41|37146.00|0.02|0.06|N|O|1997-07-05|1997-06-29|1997-07-23|DELIVER IN PERSON|RAIL|wake across the|
+5124|125|6|3|44|45105.28|0.03|0.03|N|O|1997-07-13|1997-06-26|1997-08-01|DELIVER IN PERSON|RAIL|equests. carefully unusual d|
+5124|70|9|4|36|34922.52|0.10|0.07|N|O|1997-04-20|1997-07-03|1997-05-04|TAKE BACK RETURN|AIR|r deposits ab|
+5125|6|9|1|38|34428.00|0.09|0.05|N|O|1998-03-20|1998-04-14|1998-03-22|COLLECT COD|MAIL|ily even deposits w|
+5125|160|1|2|5|5300.80|0.08|0.06|N|O|1998-04-07|1998-04-14|1998-04-29|COLLECT COD|RAIL| thinly even pack|
+5126|24|3|1|33|30492.66|0.02|0.02|R|F|1993-02-04|1992-12-23|1993-02-14|NONE|RAIL|ipliers promise furiously whithout the |
+5126|101|6|2|43|43047.30|0.09|0.04|R|F|1993-01-07|1992-12-19|1993-01-16|COLLECT COD|MAIL|e silently. ironic, unusual accounts|
+5126|78|8|3|23|22495.61|0.08|0.01|R|F|1993-01-02|1993-01-02|1993-01-05|COLLECT COD|TRUCK|egular, blithe packages.|
+5127|19|3|1|33|30327.33|0.08|0.04|N|O|1997-03-25|1997-03-02|1997-04-04|NONE|SHIP| bold deposits use carefully a|
+5127|32|8|2|20|18640.60|0.01|0.03|N|O|1997-05-11|1997-02-26|1997-05-12|TAKE BACK RETURN|SHIP|dolites about the final platelets w|
+5152|105|2|1|9|9045.90|0.04|0.03|N|O|1997-04-11|1997-02-11|1997-04-18|COLLECT COD|AIR| cajole furiously alongside of the bo|
+5152|134|10|2|50|51706.50|0.04|0.04|N|O|1997-03-10|1997-02-04|1997-03-15|COLLECT COD|FOB| the final deposits. slyly ironic warth|
+5153|35|1|1|42|39271.26|0.03|0.01|N|O|1995-10-03|1995-11-09|1995-10-11|COLLECT COD|RAIL|re thinly. ironic|
+5153|53|5|2|14|13342.70|0.05|0.05|N|O|1995-11-29|1995-10-21|1995-12-08|TAKE BACK RETURN|TRUCK| slyly daring pinto beans lose blithely fi|
+5153|68|7|3|30|29041.80|0.09|0.01|N|O|1995-11-10|1995-11-14|1995-11-16|DELIVER IN PERSON|AIR|beans sleep bl|
+5153|173|2|4|32|34341.44|0.10|0.08|N|O|1995-12-05|1995-09-25|1996-01-03|DELIVER IN PERSON|MAIL|egular deposits. ironi|
+5153|112|2|5|36|36435.96|0.01|0.03|N|O|1995-12-15|1995-11-08|1995-12-30|COLLECT COD|TRUCK| ironic instru|
+5153|136|2|6|42|43517.46|0.00|0.03|N|O|1995-10-19|1995-11-23|1995-11-06|TAKE BACK RETURN|RAIL|ickly even deposi|
+5154|190|1|1|11|11992.09|0.02|0.05|N|O|1997-08-06|1997-06-30|1997-09-04|NONE|RAIL|luffily bold foxes. final|
+5154|144|5|2|15|15662.10|0.07|0.08|N|O|1997-06-23|1997-07-11|1997-07-11|NONE|AIR|even packages. packages use|
+5155|48|9|1|1|948.04|0.00|0.00|A|F|1994-07-03|1994-08-11|1994-07-29|COLLECT COD|FOB|oze slyly after the silent, regular idea|
+5155|188|9|2|5|5440.90|0.08|0.02|A|F|1994-06-30|1994-08-13|1994-07-15|TAKE BACK RETURN|AIR|ole blithely slyly ironic |
+5155|106|3|3|28|28170.80|0.05|0.02|R|F|1994-07-01|1994-07-19|1994-07-18|COLLECT COD|REG AIR|s cajole. accounts wake. thinly quiet pla|
+5155|79|7|4|39|38183.73|0.09|0.06|A|F|1994-08-25|1994-09-01|1994-09-18|COLLECT COD|TRUCK|l dolphins nag caref|
+5156|117|4|1|21|21359.31|0.06|0.03|N|O|1997-01-01|1997-01-30|1997-01-11|TAKE BACK RETURN|TRUCK|ts detect against the furiously reg|
+5156|148|1|2|36|37733.04|0.04|0.07|N|O|1997-02-12|1996-12-10|1997-03-13|TAKE BACK RETURN|REG AIR| slyly even orbi|
+5157|55|7|1|35|33426.75|0.06|0.08|N|O|1997-07-28|1997-09-30|1997-08-15|TAKE BACK RETURN|REG AIR|to the furiously sil|
+5157|138|9|2|18|18686.34|0.10|0.04|N|O|1997-09-06|1997-10-03|1997-09-19|COLLECT COD|MAIL|y bold deposits nag blithely. final reque|
+5157|167|8|3|15|16007.40|0.09|0.00|N|O|1997-07-27|1997-08-30|1997-08-08|DELIVER IN PERSON|RAIL|cajole. spec|
+5157|59|7|4|25|23976.25|0.00|0.03|N|O|1997-08-24|1997-09-23|1997-08-28|COLLECT COD|REG AIR| packages detect. even requests against th|
+5157|149|8|5|40|41965.60|0.09|0.06|N|O|1997-08-11|1997-08-28|1997-09-01|TAKE BACK RETURN|FOB|ial packages according to |
+5157|150|9|6|26|27303.90|0.10|0.01|N|O|1997-07-28|1997-08-22|1997-08-22|NONE|FOB|nto beans cajole car|
+5157|49|8|7|12|11388.48|0.10|0.08|N|O|1997-10-19|1997-08-07|1997-10-26|NONE|FOB|es. busily |
+5158|45|4|1|43|40636.72|0.10|0.04|N|O|1997-04-10|1997-03-06|1997-04-15|DELIVER IN PERSON|AIR|nusual platelets. slyly even foxes cajole |
+5158|85|6|2|18|17731.44|0.04|0.04|N|O|1997-04-30|1997-03-28|1997-05-12|COLLECT COD|REG AIR|hely regular pa|
+5158|142|9|3|41|42727.74|0.05|0.05|N|O|1997-02-25|1997-03-19|1997-03-03|COLLECT COD|AIR|deposits. quickly special |
+5158|131|7|4|49|50525.37|0.05|0.01|N|O|1997-04-10|1997-03-21|1997-04-30|NONE|REG AIR|r requests sleep q|
+5158|119|9|5|20|20382.20|0.01|0.04|N|O|1997-02-03|1997-02-20|1997-02-08|TAKE BACK RETURN|AIR|latelets use accordin|
+5158|88|9|6|39|38535.12|0.08|0.04|N|O|1997-05-15|1997-04-04|1997-06-02|DELIVER IN PERSON|FOB|lithely fina|
+5158|91|5|7|38|37661.42|0.10|0.05|N|O|1997-05-09|1997-03-03|1997-06-04|NONE|SHIP|uffily regular ac|
+5159|124|7|1|39|39940.68|0.06|0.07|N|O|1996-12-17|1996-12-08|1997-01-10|COLLECT COD|MAIL|re furiously after the pending dolphin|
+5159|17|1|2|46|42182.46|0.01|0.01|N|O|1996-12-15|1996-12-07|1996-12-30|DELIVER IN PERSON|SHIP|s kindle slyly carefully regular|
+5159|152|4|3|22|23147.30|0.01|0.02|N|O|1996-11-06|1996-11-04|1996-11-15|TAKE BACK RETURN|SHIP|he furiously sile|
+5159|52|3|4|5|4760.25|0.10|0.00|N|O|1996-11-25|1996-12-19|1996-12-25|TAKE BACK RETURN|FOB|nal deposits. pending, ironic ideas grow|
+5159|198|10|5|36|39534.84|0.06|0.01|N|O|1997-01-24|1996-11-07|1997-02-08|NONE|REG AIR|packages wake.|
+5184|153|8|1|33|34753.95|0.07|0.04|N|O|1998-08-17|1998-10-16|1998-08-24|TAKE BACK RETURN|AIR|posits. carefully express asympto|
+5184|16|6|2|47|43052.47|0.05|0.01|N|O|1998-11-02|1998-08-19|1998-11-07|COLLECT COD|TRUCK|se. carefully express pinto beans x|
+5184|88|9|3|39|38535.12|0.03|0.06|N|O|1998-10-27|1998-10-17|1998-11-19|DELIVER IN PERSON|FOB|es above the care|
+5184|176|7|4|26|27980.42|0.05|0.08|N|O|1998-11-11|1998-08-26|1998-12-01|TAKE BACK RETURN|TRUCK| packages are|
+5184|124|9|5|19|19458.28|0.06|0.03|N|O|1998-11-15|1998-10-12|1998-11-21|COLLECT COD|REG AIR|refully express platelets sleep carefull|
+5184|80|9|6|49|48023.92|0.02|0.00|N|O|1998-09-18|1998-08-28|1998-10-14|COLLECT COD|FOB|thlessly closely even reque|
+5185|197|1|1|37|40596.03|0.00|0.04|N|O|1997-08-08|1997-09-08|1997-08-14|COLLECT COD|SHIP|gainst the courts dazzle care|
+5185|25|8|2|32|29600.64|0.06|0.00|N|O|1997-08-17|1997-09-30|1997-08-24|TAKE BACK RETURN|REG AIR|ackages. slyly even requests|
+5185|196|9|3|41|44943.79|0.00|0.05|N|O|1997-10-15|1997-10-11|1997-11-02|COLLECT COD|REG AIR|ly blithe deposits. furi|
+5185|96|7|4|30|29882.70|0.09|0.04|N|O|1997-10-17|1997-09-16|1997-10-23|TAKE BACK RETURN|SHIP|ress packages are furiously|
+5185|128|9|5|8|8224.96|0.04|0.00|N|O|1997-08-30|1997-09-02|1997-09-22|COLLECT COD|REG AIR|sts around the slyly perma|
+5185|146|9|6|50|52307.00|0.03|0.04|N|O|1997-10-15|1997-10-19|1997-11-06|TAKE BACK RETURN|FOB|final platelets. ideas sleep careful|
+5186|55|10|1|38|36291.90|0.06|0.02|N|O|1996-11-23|1996-09-21|1996-12-11|DELIVER IN PERSON|MAIL|y ruthless foxes. fluffily |
+5186|91|2|2|31|30723.79|0.09|0.03|N|O|1996-10-19|1996-09-26|1996-10-25|TAKE BACK RETURN|REG AIR| accounts use furiously slyly spe|
+5186|89|10|3|26|25716.08|0.03|0.02|N|O|1996-08-08|1996-10-05|1996-08-21|DELIVER IN PERSON|FOB|capades. accounts sublate. pinto|
+5186|90|1|4|8|7920.72|0.10|0.05|N|O|1996-09-23|1996-09-29|1996-09-30|COLLECT COD|RAIL|y regular notornis k|
+5186|18|2|5|28|25704.28|0.09|0.03|N|O|1996-10-05|1996-10-27|1996-10-19|TAKE BACK RETURN|RAIL|al decoys. blit|
+5186|82|3|6|35|34372.80|0.00|0.05|N|O|1996-10-20|1996-10-12|1996-11-12|TAKE BACK RETURN|RAIL|sly silent pack|
+5186|198|10|7|44|48320.36|0.00|0.08|N|O|1996-09-23|1996-10-14|1996-10-01|NONE|TRUCK|old, final accounts cajole sl|
+5187|11|1|1|49|44639.49|0.04|0.06|N|O|1997-10-20|1997-10-12|1997-10-26|DELIVER IN PERSON|AIR|l, regular platelets instead of the foxes w|
+5187|83|4|2|1|983.08|0.10|0.08|N|O|1997-08-08|1997-08-24|1997-08-22|DELIVER IN PERSON|REG AIR|aggle never bold |
+5188|118|2|1|18|18325.98|0.04|0.03|N|O|1995-06-19|1995-05-19|1995-06-25|DELIVER IN PERSON|AIR|p according to the sometimes regu|
+5188|194|8|2|36|39390.84|0.04|0.02|A|F|1995-03-09|1995-05-16|1995-03-19|NONE|TRUCK|packages? blithely s|
+5188|148|1|3|9|9433.26|0.06|0.08|A|F|1995-05-09|1995-05-22|1995-05-19|TAKE BACK RETURN|REG AIR|r attainments are across the |
+5189|138|9|1|44|45677.72|0.02|0.06|A|F|1994-01-13|1994-02-07|1994-01-21|DELIVER IN PERSON|MAIL|y finally pendin|
+5189|16|3|2|38|34808.38|0.06|0.00|A|F|1994-03-26|1994-01-28|1994-04-20|DELIVER IN PERSON|REG AIR|ideas. idle, final deposits de|
+5189|110|5|3|4|4040.44|0.09|0.02|A|F|1993-12-21|1994-02-23|1994-01-09|DELIVER IN PERSON|REG AIR|. blithely exp|
+5189|94|7|4|49|48710.41|0.05|0.01|R|F|1994-01-22|1994-01-19|1994-02-04|TAKE BACK RETURN|SHIP| requests |
+5189|123|2|5|14|14323.68|0.02|0.03|A|F|1994-01-23|1994-01-05|1994-02-12|DELIVER IN PERSON|REG AIR|unusual packag|
+5189|17|8|6|41|37597.41|0.02|0.06|R|F|1993-12-12|1994-02-05|1994-01-09|DELIVER IN PERSON|RAIL|ial theodolites cajole slyly. slyly unus|
+5190|56|1|1|43|41110.15|0.09|0.06|A|F|1992-08-19|1992-06-10|1992-09-01|DELIVER IN PERSON|FOB|encies use fluffily unusual requests? hoc|
+5190|132|3|2|6|6192.78|0.10|0.08|A|F|1992-08-08|1992-07-14|1992-08-22|COLLECT COD|RAIL|furiously regular pinto beans. furiously i|
+5190|89|10|3|45|44508.60|0.04|0.03|A|F|1992-07-23|1992-06-16|1992-08-04|NONE|FOB|y carefully final ideas. f|
+5191|115|6|1|41|41619.51|0.00|0.08|A|F|1995-02-05|1995-02-27|1995-02-15|DELIVER IN PERSON|AIR|uests! ironic theodolites cajole care|
+5191|168|7|2|40|42726.40|0.02|0.01|A|F|1995-03-31|1995-02-21|1995-04-02|NONE|AIR|nes haggle sometimes. requests eng|
+5191|43|4|3|27|25462.08|0.07|0.05|A|F|1994-12-26|1995-01-24|1995-01-14|DELIVER IN PERSON|RAIL|tructions nag bravely within the re|
+5191|183|4|4|7|7582.26|0.01|0.04|A|F|1995-03-24|1995-01-30|1995-03-30|NONE|RAIL|eposits. express|
+5216|69|10|1|17|16474.02|0.04|0.06|N|O|1997-08-20|1997-11-07|1997-09-14|COLLECT COD|FOB|s according to the accounts bo|
+5217|80|1|1|50|49004.00|0.05|0.02|N|O|1995-12-26|1995-11-21|1996-01-24|DELIVER IN PERSON|MAIL|s. express, express accounts c|
+5217|16|7|2|23|21068.23|0.06|0.07|N|O|1996-01-18|1995-12-24|1996-02-10|COLLECT COD|RAIL|ven ideas. requests amo|
+5217|102|7|3|23|23048.30|0.03|0.02|N|O|1995-11-15|1995-12-17|1995-11-27|DELIVER IN PERSON|FOB|pending packages cajole ne|
+5217|81|2|4|47|46110.76|0.04|0.00|N|O|1995-11-24|1995-12-25|1995-11-25|COLLECT COD|AIR|ronic packages i|
+5218|83|4|1|43|42272.44|0.05|0.04|A|F|1992-08-04|1992-09-12|1992-08-17|DELIVER IN PERSON|SHIP|k theodolites. express, even id|
+5218|125|4|2|33|33828.96|0.06|0.01|R|F|1992-09-16|1992-09-30|1992-09-27|NONE|TRUCK|ronic instructi|
+5219|135|6|1|2|2070.26|0.08|0.00|N|O|1997-06-26|1997-04-29|1997-07-08|TAKE BACK RETURN|FOB| blithely according to the stea|
+5219|119|9|2|20|20382.20|0.05|0.00|N|O|1997-04-20|1997-05-26|1997-05-13|COLLECT COD|FOB|e along the ironic,|
+5220|83|4|1|27|26543.16|0.10|0.04|R|F|1992-09-21|1992-08-29|1992-10-16|DELIVER IN PERSON|RAIL|s cajole blithely furiously iron|
+5221|104|9|1|24|24098.40|0.07|0.03|N|O|1995-10-04|1995-08-11|1995-10-30|COLLECT COD|REG AIR|s pinto beans sleep. sly|
+5221|9|10|2|34|30906.00|0.01|0.05|N|O|1995-09-11|1995-07-17|1995-10-10|COLLECT COD|SHIP|eans. furio|
+5221|180|10|3|16|17282.88|0.04|0.01|N|O|1995-08-29|1995-09-06|1995-09-12|TAKE BACK RETURN|TRUCK|ending request|
+5222|151|3|1|1|1051.15|0.00|0.00|A|F|1994-08-19|1994-07-16|1994-09-08|TAKE BACK RETURN|FOB|idle requests. carefully pending pinto bean|
+5223|45|4|1|24|22680.96|0.00|0.00|A|F|1994-10-03|1994-09-20|1994-10-11|TAKE BACK RETURN|TRUCK|refully bold courts besides the regular,|
+5223|124|9|2|25|25603.00|0.09|0.02|R|F|1994-07-12|1994-08-13|1994-08-01|NONE|FOB|y express ideas impress|
+5223|6|3|3|19|17214.00|0.04|0.01|R|F|1994-10-28|1994-08-26|1994-10-31|COLLECT COD|REG AIR|ntly. furiously even excuses a|
+5223|130|9|4|40|41205.20|0.01|0.04|R|F|1994-10-01|1994-09-18|1994-10-28|COLLECT COD|SHIP|kly pending |
+5248|81|2|1|39|38262.12|0.05|0.03|N|O|1995-08-10|1995-07-04|1995-09-09|TAKE BACK RETURN|MAIL|yly even accounts. spe|
+5248|138|9|2|45|46715.85|0.00|0.06|A|F|1995-05-09|1995-07-12|1995-05-27|DELIVER IN PERSON|FOB|. bold, pending foxes h|
+5249|50|9|1|31|29451.55|0.07|0.03|A|F|1994-11-21|1994-11-19|1994-12-08|NONE|REG AIR|f the excuses. furiously fin|
+5249|31|7|2|44|40965.32|0.05|0.00|A|F|1994-12-28|1994-11-29|1994-12-29|TAKE BACK RETURN|MAIL|ole furiousl|
+5249|32|8|3|13|12116.39|0.09|0.00|R|F|1994-09-27|1994-10-20|1994-10-05|DELIVER IN PERSON|SHIP|ites. finally exp|
+5249|146|3|4|29|30338.06|0.00|0.05|A|F|1994-09-16|1994-11-03|1994-10-06|NONE|TRUCK| players. f|
+5249|158|6|5|12|12697.80|0.01|0.08|R|F|1994-12-28|1994-11-07|1995-01-15|COLLECT COD|MAIL|press depths could have to sleep carefu|
+5250|44|3|1|2|1888.08|0.08|0.04|N|O|1995-08-09|1995-10-10|1995-08-13|COLLECT COD|AIR|its. final pinto|
+5250|192|6|2|27|29489.13|0.10|0.05|N|O|1995-10-24|1995-09-03|1995-11-18|COLLECT COD|TRUCK|l forges are. furiously unusual pin|
+5251|139|10|1|36|37408.68|0.10|0.01|N|O|1995-07-16|1995-07-05|1995-07-28|DELIVER IN PERSON|FOB|slowly! bli|
+5252|141|10|1|13|13534.82|0.02|0.01|N|O|1996-03-02|1996-05-10|1996-03-11|NONE|FOB|boost fluffily across |
+5252|139|5|2|39|40526.07|0.06|0.05|N|O|1996-05-17|1996-04-23|1996-05-23|COLLECT COD|AIR|gular requests.|
+5252|195|9|3|9|9856.71|0.09|0.03|N|O|1996-05-30|1996-05-03|1996-06-26|TAKE BACK RETURN|RAIL|x. slyly special depos|
+5252|87|8|4|48|47379.84|0.01|0.06|N|O|1996-04-17|1996-03-19|1996-05-03|COLLECT COD|AIR|bold requests. furious|
+5252|68|5|5|24|23233.44|0.04|0.05|N|O|1996-05-11|1996-04-17|1996-05-12|COLLECT COD|REG AIR|posits after the fluffi|
+5252|3|10|6|41|37023.00|0.02|0.03|N|O|1996-03-16|1996-04-18|1996-03-17|NONE|TRUCK|ording to the blithely express somas sho|
+5253|31|2|1|35|32586.05|0.02|0.00|N|O|1995-07-23|1995-06-12|1995-08-03|DELIVER IN PERSON|AIR|ven deposits. careful|
+5253|150|7|2|38|39905.70|0.02|0.06|N|O|1995-08-03|1995-06-14|1995-08-27|DELIVER IN PERSON|REG AIR|onic dependencies are furiou|
+5253|14|5|3|9|8226.09|0.03|0.08|N|F|1995-06-08|1995-05-12|1995-06-23|DELIVER IN PERSON|REG AIR|lyly express deposits use furiou|
+5253|166|1|4|25|26654.00|0.04|0.03|A|F|1995-05-21|1995-06-13|1995-06-09|COLLECT COD|TRUCK|urts. even theodoli|
+5254|111|2|1|35|35388.85|0.01|0.07|A|F|1992-07-28|1992-09-05|1992-08-07|COLLECT COD|REG AIR|ntegrate carefully among the pending|
+5254|135|6|2|10|10351.30|0.05|0.04|A|F|1992-11-19|1992-10-20|1992-12-15|COLLECT COD|SHIP| accounts. silent deposit|
+5254|192|5|3|32|34950.08|0.00|0.08|A|F|1992-08-10|1992-09-21|1992-08-16|NONE|RAIL|ts impress closely furi|
+5254|163|2|4|45|47842.20|0.05|0.06|A|F|1992-11-11|1992-09-01|1992-12-07|COLLECT COD|REG AIR| wake. blithely silent excuse|
+5254|29|8|5|23|21367.46|0.02|0.06|A|F|1992-08-16|1992-09-05|1992-09-15|COLLECT COD|RAIL|lyly regular accounts. furiously pendin|
+5254|158|3|6|34|35977.10|0.09|0.02|R|F|1992-08-29|1992-10-16|1992-09-20|TAKE BACK RETURN|RAIL| furiously above the furiously |
+5254|20|7|7|9|8280.18|0.09|0.03|R|F|1992-07-29|1992-10-15|1992-08-20|TAKE BACK RETURN|REG AIR| wake blithely fluff|
+5255|131|7|1|2|2062.26|0.04|0.08|N|O|1996-09-27|1996-10-04|1996-10-04|DELIVER IN PERSON|RAIL|ajole blithely fluf|
+5255|172|10|2|30|32165.10|0.04|0.08|N|O|1996-09-20|1996-08-18|1996-10-09|TAKE BACK RETURN|AIR| to the silent requests cajole b|
+5255|130|3|3|41|42235.33|0.09|0.03|N|O|1996-08-21|1996-09-24|1996-09-05|COLLECT COD|FOB|tect blithely against t|
+5280|97|9|1|16|15953.44|0.02|0.03|N|O|1998-03-29|1998-01-28|1998-04-03|TAKE BACK RETURN|SHIP| foxes are furiously. theodoli|
+5280|176|5|2|46|49503.82|0.01|0.06|N|O|1998-01-04|1998-01-21|1998-02-03|TAKE BACK RETURN|FOB|efully carefully pen|
+5281|114|1|1|37|37522.07|0.05|0.02|N|O|1995-11-10|1996-01-31|1995-11-22|DELIVER IN PERSON|MAIL|ronic dependencies. fluffily final p|
+5281|105|2|2|38|38193.80|0.00|0.05|N|O|1996-02-17|1995-12-19|1996-02-29|NONE|RAIL|n asymptotes could wake about th|
+5281|127|2|3|23|23623.76|0.08|0.00|N|O|1995-12-30|1996-01-26|1996-01-23|COLLECT COD|REG AIR|. final theodolites cajole. ironic p|
+5281|87|8|4|48|47379.84|0.03|0.05|N|O|1996-01-31|1995-12-23|1996-02-08|TAKE BACK RETURN|REG AIR|ss the furiously |
+5281|43|10|5|33|31120.32|0.01|0.07|N|O|1996-03-01|1995-12-28|1996-03-05|COLLECT COD|RAIL|ly brave foxes. bold deposits above the |
+5282|118|2|1|36|36651.96|0.05|0.02|N|O|1998-05-20|1998-04-10|1998-06-14|DELIVER IN PERSON|TRUCK|re slyly accor|
+5282|52|10|2|32|30465.60|0.02|0.05|N|O|1998-03-01|1998-03-31|1998-03-03|NONE|FOB|onic deposits; furiou|
+5282|58|10|3|28|26825.40|0.03|0.06|N|O|1998-05-06|1998-04-24|1998-05-30|COLLECT COD|SHIP|fily final instruc|
+5283|5|2|1|20|18100.00|0.05|0.02|A|F|1994-09-16|1994-08-03|1994-10-15|TAKE BACK RETURN|TRUCK|al deposits? blithely even pinto beans|
+5283|186|7|2|1|1086.18|0.10|0.08|R|F|1994-06-20|1994-08-03|1994-07-01|COLLECT COD|FOB|deposits within the furio|
+5284|173|1|1|16|17170.72|0.04|0.02|N|O|1995-08-17|1995-08-23|1995-08-26|DELIVER IN PERSON|TRUCK|unts detect furiously even d|
+5284|44|7|2|24|22656.96|0.03|0.08|N|O|1995-10-21|1995-08-23|1995-10-27|COLLECT COD|AIR| haggle according |
+5285|193|5|1|31|33888.89|0.08|0.00|A|F|1994-04-17|1994-04-05|1994-05-09|NONE|RAIL|ubt. quickly blithe |
+5285|31|2|2|37|34448.11|0.09|0.02|R|F|1994-02-26|1994-02-18|1994-03-27|NONE|SHIP|uffily regu|
+5285|34|10|3|24|22416.72|0.02|0.04|A|F|1994-04-19|1994-04-03|1994-04-25|DELIVER IN PERSON|FOB|ess packages. quick, even deposits snooze b|
+5285|43|2|4|12|11316.48|0.05|0.06|A|F|1994-04-22|1994-04-07|1994-05-19|NONE|AIR| deposits-- quickly bold requests hag|
+5285|71|2|5|1|971.07|0.03|0.05|R|F|1994-03-14|1994-02-20|1994-04-10|COLLECT COD|TRUCK|e fluffily about the slyly special pa|
+5285|146|7|6|1|1046.14|0.06|0.01|R|F|1994-02-08|1994-04-02|1994-02-17|COLLECT COD|SHIP|ing deposits integra|
+5286|199|1|1|1|1099.19|0.01|0.07|N|O|1997-11-25|1997-11-07|1997-12-17|COLLECT COD|REG AIR|ly! furiously final pack|
+5286|97|1|2|7|6979.63|0.06|0.05|N|O|1997-10-23|1997-12-10|1997-11-20|TAKE BACK RETURN|RAIL|y express instructions sleep carefull|
+5286|16|10|3|3|2748.03|0.06|0.08|N|O|1997-12-04|1997-11-06|1997-12-09|COLLECT COD|MAIL|re fluffily|
+5286|40|6|4|6|5640.24|0.04|0.03|N|O|1997-10-15|1997-12-05|1997-11-12|COLLECT COD|RAIL|y special a|
+5286|186|7|5|38|41274.84|0.07|0.05|N|O|1997-11-29|1997-11-26|1997-12-15|TAKE BACK RETURN|SHIP|fluffily. special, ironic deposit|
+5286|138|9|6|24|24915.12|0.08|0.00|N|O|1997-09-27|1997-12-21|1997-09-30|COLLECT COD|TRUCK|s. express foxes of the|
+5287|39|10|1|32|30048.96|0.01|0.01|A|F|1994-01-29|1994-01-27|1994-02-08|NONE|RAIL|heodolites haggle caref|
+5312|61|6|1|27|25948.62|0.04|0.08|A|F|1995-04-20|1995-04-09|1995-04-25|COLLECT COD|SHIP|tructions cajol|
+5312|2|5|2|43|38786.00|0.05|0.08|A|F|1995-03-24|1995-05-07|1995-03-28|NONE|TRUCK|ly unusual|
+5313|17|1|1|34|31178.34|0.10|0.02|N|O|1997-08-07|1997-08-12|1997-08-24|DELIVER IN PERSON|FOB|ccording to the blithely final account|
+5313|13|10|2|17|15521.17|0.00|0.02|N|O|1997-09-02|1997-08-20|1997-09-07|NONE|SHIP|uests wake|
+5313|112|9|3|47|47569.17|0.06|0.08|N|O|1997-08-12|1997-08-18|1997-08-13|TAKE BACK RETURN|RAIL|pinto beans across the |
+5313|197|1|4|16|17555.04|0.08|0.00|N|O|1997-10-04|1997-08-02|1997-10-25|COLLECT COD|REG AIR|ckages wake carefully aga|
+5313|72|1|5|30|29162.10|0.06|0.08|N|O|1997-06-27|1997-07-18|1997-06-30|NONE|SHIP|nding packages use|
+5313|120|7|6|21|21422.52|0.05|0.05|N|O|1997-09-26|1997-09-02|1997-10-18|COLLECT COD|FOB|he blithely regular packages. quickly|
+5314|118|9|1|10|10181.10|0.07|0.05|N|O|1995-09-26|1995-07-24|1995-10-19|DELIVER IN PERSON|RAIL|latelets haggle final|
+5314|125|6|2|16|16401.92|0.00|0.04|N|O|1995-09-25|1995-07-08|1995-10-17|COLLECT COD|SHIP|hely unusual packages acc|
+5315|35|1|1|12|11220.36|0.08|0.06|R|F|1992-12-18|1993-01-16|1993-01-10|NONE|AIR|ccounts. furiously ironi|
+5315|179|10|2|39|42087.63|0.00|0.06|R|F|1992-11-09|1992-12-29|1992-12-07|NONE|SHIP|ly alongside of the ca|
+5316|108|1|1|29|29234.90|0.10|0.05|R|F|1994-03-28|1994-04-29|1994-04-09|DELIVER IN PERSON|REG AIR|ckly unusual foxes bo|
+5316|136|7|2|31|32120.03|0.00|0.08|A|F|1994-04-01|1994-04-21|1994-04-12|DELIVER IN PERSON|MAIL|s. deposits cajole around t|
+5317|82|3|1|29|28480.32|0.02|0.06|A|F|1994-11-28|1994-11-27|1994-12-16|COLLECT COD|FOB|oss the carefull|
+5317|171|2|2|18|19281.06|0.06|0.06|A|F|1995-01-02|1994-10-29|1995-01-16|NONE|RAIL|g to the blithely p|
+5317|120|4|3|37|37744.44|0.09|0.00|R|F|1994-09-15|1994-10-24|1994-09-23|NONE|TRUCK|totes nag theodolites. pend|
+5317|67|6|4|50|48353.00|0.09|0.01|A|F|1994-10-17|1994-10-25|1994-11-03|NONE|REG AIR|cajole furiously. accounts use quick|
+5317|95|8|5|19|18906.71|0.07|0.07|R|F|1994-12-15|1994-10-18|1994-12-27|NONE|MAIL|onic requests boost bli|
+5317|115|9|6|48|48725.28|0.01|0.03|A|F|1994-09-19|1994-11-25|1994-10-03|COLLECT COD|MAIL|ts about the packages cajole furio|
+5317|169|4|7|30|32074.80|0.07|0.07|A|F|1994-10-13|1994-10-31|1994-10-28|NONE|AIR|cross the attainments. slyly |
+5318|61|6|1|13|12493.78|0.10|0.04|R|F|1993-07-15|1993-06-25|1993-08-13|COLLECT COD|REG AIR|ly silent ideas. ideas haggle among the |
+5318|180|1|2|26|28084.68|0.00|0.04|R|F|1993-07-07|1993-05-23|1993-07-28|COLLECT COD|SHIP|al, express foxes. bold requests sleep alwa|
+5318|7|10|3|37|33559.00|0.07|0.05|A|F|1993-07-09|1993-06-22|1993-07-21|COLLECT COD|SHIP|ickly final deposi|
+5318|142|5|4|31|32306.34|0.01|0.04|R|F|1993-07-28|1993-05-06|1993-08-06|DELIVER IN PERSON|REG AIR|requests must sleep slyly quickly|
+5319|150|9|1|31|32554.65|0.04|0.07|N|O|1996-03-26|1996-03-07|1996-04-24|COLLECT COD|TRUCK|d carefully about the courts. fluffily spe|
+5319|44|3|2|39|36817.56|0.09|0.05|N|O|1996-05-17|1996-03-14|1996-06-11|NONE|TRUCK|unts. furiously silent|
+5344|19|3|1|6|5514.06|0.07|0.01|N|O|1998-08-04|1998-09-03|1998-08-11|TAKE BACK RETURN|REG AIR|ithely about the pending plate|
+5344|79|9|2|37|36225.59|0.03|0.07|N|O|1998-10-09|1998-07-26|1998-11-08|NONE|TRUCK|thely express packages|
+5344|67|8|3|26|25143.56|0.02|0.06|N|O|1998-08-27|1998-08-22|1998-09-24|NONE|AIR|furiously pending, silent multipliers.|
+5344|39|10|4|21|19719.63|0.03|0.01|N|O|1998-08-31|1998-09-06|1998-09-02|NONE|MAIL|xes. furiously even pinto beans sleep f|
+5345|83|4|1|3|2949.24|0.05|0.01|N|O|1997-12-10|1997-10-03|1998-01-05|COLLECT COD|SHIP|ites wake carefully unusual |
+5345|146|5|2|2|2092.28|0.10|0.02|N|O|1997-11-18|1997-10-12|1997-12-08|NONE|MAIL|ut the slyly specia|
+5345|192|5|3|46|50240.74|0.06|0.04|N|O|1997-10-06|1997-09-27|1997-10-18|COLLECT COD|REG AIR|slyly special deposits. fin|
+5345|114|4|4|37|37522.07|0.01|0.01|N|O|1997-11-01|1997-10-09|1997-11-26|DELIVER IN PERSON|AIR| along the ironically fina|
+5345|34|10|5|22|20548.66|0.02|0.02|N|O|1997-08-27|1997-11-22|1997-09-10|TAKE BACK RETURN|MAIL|leep slyly regular fox|
+5346|149|8|1|21|22031.94|0.07|0.08|R|F|1994-03-11|1994-03-07|1994-04-04|DELIVER IN PERSON|RAIL|integrate blithely a|
+5346|192|5|2|13|14198.47|0.04|0.04|A|F|1994-02-03|1994-02-05|1994-02-09|COLLECT COD|TRUCK|y. fluffily bold accounts grow. furio|
+5346|109|2|3|7|7063.70|0.08|0.05|A|F|1994-01-30|1994-03-26|1994-01-31|DELIVER IN PERSON|SHIP|equests use carefully care|
+5346|162|3|4|35|37175.60|0.06|0.02|A|F|1994-02-09|1994-03-01|1994-02-14|TAKE BACK RETURN|FOB|nic excuses cajole entic|
+5346|121|2|5|25|25528.00|0.05|0.06|R|F|1993-12-28|1994-03-19|1994-01-09|TAKE BACK RETURN|REG AIR|he ironic ideas are boldly slyly ironi|
+5346|33|9|6|6|5598.18|0.08|0.04|R|F|1994-03-01|1994-02-04|1994-03-09|NONE|REG AIR|escapades sleep furiously beside the |
+5346|80|9|7|41|40183.28|0.05|0.04|R|F|1994-01-10|1994-02-15|1994-01-26|TAKE BACK RETURN|REG AIR|fully close instructi|
+5347|83|4|1|48|47187.84|0.04|0.08|A|F|1995-02-25|1995-04-26|1995-03-26|NONE|SHIP|equests are slyly. blithely regu|
+5347|124|3|2|47|48133.64|0.02|0.01|N|F|1995-06-05|1995-03-29|1995-06-28|COLLECT COD|AIR|across the slyly bol|
+5347|23|2|3|34|31382.68|0.06|0.00|A|F|1995-05-18|1995-04-04|1995-06-02|DELIVER IN PERSON|SHIP| pending deposits. fluffily regular senti|
+5347|40|1|4|4|3760.16|0.06|0.03|A|F|1995-03-24|1995-04-03|1995-04-01|NONE|SHIP|ldly pending asymptotes ki|
+5347|131|2|5|21|21653.73|0.08|0.04|R|F|1995-04-01|1995-04-16|1995-04-23|NONE|SHIP|sly slyly final requests. careful|
+5347|56|1|6|6|5736.30|0.06|0.02|A|F|1995-04-11|1995-04-14|1995-05-02|NONE|TRUCK|lly unusual ideas. sl|
+5347|50|7|7|18|17100.90|0.01|0.01|N|F|1995-05-24|1995-05-07|1995-06-19|NONE|FOB|he ideas among the requests |
+5348|69|4|1|21|20350.26|0.10|0.04|N|O|1997-12-11|1997-12-24|1997-12-28|NONE|REG AIR| regular theodolites haggle car|
+5348|156|1|2|31|32740.65|0.07|0.02|N|O|1998-01-04|1997-12-09|1998-01-17|COLLECT COD|RAIL|are finally|
+5348|17|8|3|16|14672.16|0.06|0.08|N|O|1998-02-28|1997-12-25|1998-03-12|DELIVER IN PERSON|AIR|uriously thin pinto beans |
+5348|20|4|4|7|6440.14|0.04|0.00|N|O|1998-01-29|1997-12-20|1998-02-10|DELIVER IN PERSON|RAIL|even foxes. epitap|
+5348|2|5|5|37|33374.00|0.06|0.07|N|O|1997-12-01|1998-02-02|1997-12-07|NONE|FOB|y according to the carefully pending acco|
+5348|143|10|6|14|14603.96|0.06|0.05|N|O|1997-12-16|1998-01-12|1997-12-24|COLLECT COD|FOB|en pinto beans. somas cajo|
+5349|156|7|1|19|20066.85|0.06|0.01|N|O|1996-09-11|1996-11-18|1996-09-22|TAKE BACK RETURN|FOB|endencies use whithout the special |
+5349|168|3|2|14|14954.24|0.06|0.00|N|O|1996-11-07|1996-11-17|1996-11-20|TAKE BACK RETURN|TRUCK|fully regular |
+5349|4|5|3|6|5424.00|0.10|0.01|N|O|1996-12-30|1996-10-08|1997-01-01|DELIVER IN PERSON|MAIL|inal deposits affix carefully|
+5350|122|3|1|19|19420.28|0.02|0.06|R|F|1993-10-20|1993-11-15|1993-11-17|DELIVER IN PERSON|RAIL|romise slyly alongsi|
+5350|191|4|2|44|48012.36|0.04|0.06|R|F|1993-10-30|1993-11-23|1993-11-25|DELIVER IN PERSON|AIR|p above the ironic, pending dep|
+5350|54|9|3|12|11448.60|0.10|0.04|A|F|1994-01-30|1993-11-21|1994-02-15|COLLECT COD|REG AIR| cajole. even instructions haggle. blithe|
+5350|155|10|4|7|7386.05|0.08|0.00|R|F|1993-10-19|1993-12-28|1993-11-04|NONE|SHIP|alongside of th|
+5350|129|10|5|27|27786.24|0.07|0.04|A|F|1993-11-25|1993-12-27|1993-12-08|COLLECT COD|TRUCK|es. blithe theodolites haggl|
+5351|7|2|1|36|32652.00|0.06|0.05|N|O|1998-07-27|1998-07-06|1998-08-25|NONE|MAIL|ss the ironic, regular asymptotes cajole |
+5351|33|9|2|47|43852.41|0.04|0.01|N|O|1998-05-30|1998-08-08|1998-06-23|DELIVER IN PERSON|REG AIR|s. grouches cajole. sile|
+5351|106|3|3|2|2012.20|0.00|0.02|N|O|1998-05-12|1998-07-15|1998-05-24|NONE|TRUCK|g accounts wake furiously slyly even dolph|
+5376|61|6|1|42|40364.52|0.10|0.04|A|F|1994-09-20|1994-08-30|1994-09-29|TAKE BACK RETURN|REG AIR|y even asymptotes. courts are unusual pa|
+5376|91|4|2|44|43607.96|0.05|0.02|R|F|1994-08-30|1994-08-05|1994-09-07|COLLECT COD|AIR|ithe packages detect final theodolites. f|
+5376|65|6|3|18|17371.08|0.02|0.08|A|F|1994-10-29|1994-09-13|1994-11-01|COLLECT COD|MAIL| accounts boo|
+5377|79|8|1|40|39162.80|0.00|0.04|N|O|1997-05-21|1997-06-15|1997-05-26|DELIVER IN PERSON|AIR|lithely ironic theodolites are care|
+5377|30|3|2|17|15810.51|0.09|0.00|N|O|1997-07-05|1997-05-25|1997-07-22|COLLECT COD|RAIL|dencies. carefully regular re|
+5377|103|8|3|23|23071.30|0.07|0.08|N|O|1997-06-26|1997-07-13|1997-07-08|COLLECT COD|RAIL| silent wa|
+5377|104|7|4|12|12049.20|0.05|0.07|N|O|1997-05-08|1997-06-15|1997-05-15|DELIVER IN PERSON|MAIL| ironic, final|
+5377|173|3|5|27|28975.59|0.08|0.02|N|O|1997-07-11|1997-06-12|1997-08-08|TAKE BACK RETURN|MAIL|press theodolites. e|
+5378|155|3|1|39|41150.85|0.07|0.04|R|F|1992-11-25|1992-12-22|1992-12-02|COLLECT COD|AIR|ts are quickly around the|
+5378|62|9|2|46|44254.76|0.01|0.04|A|F|1993-02-17|1993-01-20|1993-02-26|COLLECT COD|REG AIR|into beans sleep. fu|
+5378|10|7|3|18|16380.18|0.02|0.03|R|F|1992-11-25|1992-12-21|1992-12-10|COLLECT COD|FOB|onic accounts was bold, |
+5379|199|1|1|40|43967.60|0.01|0.08|N|O|1995-10-01|1995-10-19|1995-10-30|COLLECT COD|MAIL|carefully final accounts haggle blithely. |
+5380|182|3|1|14|15150.52|0.10|0.01|N|O|1997-12-18|1997-12-03|1998-01-06|NONE|RAIL|final platelets.|
+5380|147|6|2|10|10471.40|0.09|0.05|N|O|1997-11-24|1998-01-10|1997-12-21|COLLECT COD|AIR|refully pending deposits. special, even t|
+5380|184|5|3|40|43367.20|0.02|0.08|N|O|1997-12-30|1997-11-27|1998-01-09|DELIVER IN PERSON|SHIP|ar asymptotes. blithely r|
+5380|66|3|4|6|5796.36|0.09|0.05|N|O|1997-11-15|1998-01-08|1997-12-11|COLLECT COD|MAIL|es. fluffily brave accounts across t|
+5380|107|8|5|48|48340.80|0.04|0.03|N|O|1997-12-01|1997-12-28|1997-12-05|DELIVER IN PERSON|FOB|encies haggle car|
+5381|188|9|1|37|40262.66|0.04|0.01|A|F|1993-04-08|1993-04-07|1993-04-12|DELIVER IN PERSON|SHIP|ly final deposits print carefully. unusua|
+5381|111|8|2|48|48533.28|0.04|0.03|R|F|1993-04-22|1993-04-17|1993-05-14|TAKE BACK RETURN|FOB|luffily spec|
+5381|192|3|3|13|14198.47|0.08|0.03|R|F|1993-05-09|1993-04-26|1993-05-25|NONE|FOB|s after the f|
+5381|168|3|4|17|18158.72|0.05|0.05|R|F|1993-05-25|1993-04-14|1993-06-17|NONE|MAIL|ckly final requests haggle qui|
+5381|63|8|5|49|47189.94|0.06|0.02|R|F|1993-05-08|1993-04-07|1993-06-03|NONE|FOB| accounts. regular, regula|
+5381|132|3|6|33|34060.29|0.10|0.00|A|F|1993-04-09|1993-04-03|1993-04-22|DELIVER IN PERSON|SHIP|ly special deposits |
+5381|44|3|7|31|29265.24|0.04|0.05|A|F|1993-04-10|1993-03-22|1993-04-13|TAKE BACK RETURN|MAIL|the carefully expre|
+5382|153|8|1|34|35807.10|0.03|0.03|R|F|1992-02-22|1992-02-18|1992-03-02|DELIVER IN PERSON|FOB|gular accounts. even accounts integrate|
+5382|55|3|2|13|12415.65|0.09|0.06|A|F|1992-01-16|1992-03-12|1992-02-06|NONE|MAIL|eodolites. final foxes |
+5382|149|10|3|3|3147.42|0.10|0.06|A|F|1992-03-22|1992-03-06|1992-04-19|TAKE BACK RETURN|AIR|efully unusua|
+5382|62|9|4|20|19241.20|0.08|0.02|A|F|1992-03-26|1992-02-17|1992-04-15|DELIVER IN PERSON|FOB|carefully regular accounts. slyly ev|
+5382|177|8|5|14|15080.38|0.02|0.02|A|F|1992-04-05|1992-04-05|1992-05-04|TAKE BACK RETURN|FOB| brave platelets. ev|
+5382|180|9|6|6|6481.08|0.02|0.01|A|F|1992-03-07|1992-04-02|1992-03-18|TAKE BACK RETURN|FOB|y final foxes by the sl|
+5382|105|2|7|48|48244.80|0.05|0.05|A|F|1992-02-14|1992-03-19|1992-02-25|DELIVER IN PERSON|REG AIR|nts integrate quickly ca|
+5383|96|7|1|12|11953.08|0.04|0.00|N|O|1995-07-02|1995-08-16|1995-08-01|TAKE BACK RETURN|AIR|y regular instructi|
+5408|102|7|1|2|2004.20|0.07|0.04|R|F|1992-08-21|1992-10-03|1992-08-28|DELIVER IN PERSON|MAIL|cross the dolphins h|
+5408|118|2|2|35|35633.85|0.04|0.05|R|F|1992-10-02|1992-10-17|1992-10-13|TAKE BACK RETURN|AIR|thely ironic requests alongside of the sl|
+5408|76|6|3|34|33186.38|0.10|0.02|A|F|1992-10-22|1992-08-25|1992-11-16|DELIVER IN PERSON|TRUCK|requests detect blithely a|
+5408|54|2|4|48|45794.40|0.04|0.05|R|F|1992-09-30|1992-08-27|1992-10-27|NONE|TRUCK|. furiously regular |
+5408|183|4|5|8|8665.44|0.03|0.07|A|F|1992-10-24|1992-09-06|1992-11-03|NONE|AIR|thely regular hocke|
+5409|194|8|1|27|29543.13|0.01|0.02|A|F|1992-02-14|1992-03-18|1992-02-23|DELIVER IN PERSON|AIR|eodolites |
+5409|104|5|2|38|38155.80|0.01|0.02|A|F|1992-03-17|1992-03-29|1992-04-13|NONE|REG AIR|onic, regular accounts! blithely even|
+5409|141|10|3|17|17699.38|0.07|0.00|A|F|1992-01-13|1992-04-05|1992-01-20|DELIVER IN PERSON|AIR|cross the sil|
+5409|1|8|4|9|8109.00|0.07|0.03|A|F|1992-02-15|1992-04-02|1992-02-28|DELIVER IN PERSON|AIR| unusual, unusual reques|
+5409|159|10|5|37|39188.55|0.06|0.04|R|F|1992-05-07|1992-02-10|1992-05-20|DELIVER IN PERSON|FOB|ously regular packages. packages|
+5409|64|3|6|14|13496.84|0.03|0.08|R|F|1992-02-14|1992-03-26|1992-02-29|DELIVER IN PERSON|AIR|osits cajole furiously|
+5410|117|8|1|48|48821.28|0.04|0.08|N|O|1998-09-27|1998-09-11|1998-10-01|TAKE BACK RETURN|AIR| about the slyly even courts. quickly regul|
+5410|105|8|2|41|41209.10|0.01|0.07|N|O|1998-08-25|1998-10-20|1998-09-01|DELIVER IN PERSON|REG AIR|sly. slyly ironic theodolites|
+5410|29|4|3|40|37160.80|0.07|0.08|N|O|1998-11-17|1998-10-02|1998-11-27|COLLECT COD|TRUCK|iously special accounts are along th|
+5410|50|7|4|8|7600.40|0.05|0.04|N|O|1998-09-12|1998-10-22|1998-09-22|DELIVER IN PERSON|TRUCK|ly. fluffily ironic platelets alon|
+5411|96|9|1|17|16933.53|0.05|0.01|N|O|1997-07-22|1997-07-14|1997-07-30|TAKE BACK RETURN|REG AIR| slyly slyly even deposits. carefully b|
+5411|113|7|2|10|10131.10|0.08|0.01|N|O|1997-07-19|1997-08-04|1997-07-26|TAKE BACK RETURN|MAIL|nding, special foxes unw|
+5411|56|7|3|5|4780.25|0.10|0.01|N|O|1997-09-12|1997-08-03|1997-09-23|DELIVER IN PERSON|FOB| bold, ironic theodo|
+5411|129|8|4|15|15436.80|0.08|0.05|N|O|1997-07-01|1997-07-15|1997-07-07|COLLECT COD|RAIL|attainments sleep slyly ironic|
+5411|4|5|5|19|17176.00|0.05|0.08|N|O|1997-05-25|1997-07-30|1997-06-19|COLLECT COD|RAIL|ial accounts according to the f|
+5412|54|9|1|2|1908.10|0.03|0.07|N|O|1998-04-14|1998-04-02|1998-04-19|TAKE BACK RETURN|REG AIR| sleep above the furiou|
+5412|66|1|2|48|46370.88|0.01|0.08|N|O|1998-02-22|1998-03-28|1998-03-18|TAKE BACK RETURN|TRUCK|s. slyly final packages cajole blithe|
+5412|74|2|3|31|30196.17|0.05|0.08|N|O|1998-03-23|1998-04-17|1998-04-10|NONE|SHIP|t the accounts detect slyly about the c|
+5412|97|10|4|26|25924.34|0.02|0.08|N|O|1998-01-22|1998-04-19|1998-02-17|NONE|AIR| the blithel|
+5413|126|7|1|48|49253.76|0.02|0.08|N|O|1998-01-25|1997-11-20|1998-02-22|COLLECT COD|SHIP| theodolites. furiously ironic instr|
+5413|142|9|2|37|38559.18|0.02|0.07|N|O|1997-12-08|1998-01-01|1997-12-13|COLLECT COD|TRUCK|usly bold instructions affix idly unusual, |
+5413|111|8|3|36|36399.96|0.02|0.07|N|O|1997-12-12|1997-11-28|1997-12-25|NONE|TRUCK|ular, regular ideas mold! final requests|
+5413|110|3|4|22|22222.42|0.02|0.08|N|O|1997-11-10|1997-11-24|1997-11-22|DELIVER IN PERSON|FOB|posits. quick|
+5413|189|10|5|5|5445.90|0.10|0.01|N|O|1997-11-28|1997-11-24|1997-12-05|NONE|RAIL|tes are al|
+5413|190|1|6|32|34886.08|0.02|0.03|N|O|1997-10-28|1998-01-03|1997-11-10|NONE|TRUCK|refully special package|
+5413|31|7|7|32|29792.96|0.06|0.07|N|O|1997-10-23|1997-12-09|1997-11-17|NONE|TRUCK|he quickly ironic ideas. slyly ironic ide|
+5414|68|9|1|40|38722.40|0.07|0.06|R|F|1993-04-07|1993-05-18|1993-04-23|COLLECT COD|AIR|ts are evenly across|
+5414|123|8|2|48|49109.76|0.06|0.07|R|F|1993-06-08|1993-05-14|1993-07-06|DELIVER IN PERSON|FOB| silent dolphins; fluffily regular tithe|
+5414|35|1|3|23|21505.69|0.10|0.00|A|F|1993-07-22|1993-05-26|1993-08-08|COLLECT COD|MAIL|e bold, express dolphins. spec|
+5414|133|4|4|15|15496.95|0.06|0.08|R|F|1993-05-18|1993-06-09|1993-05-27|DELIVER IN PERSON|REG AIR|e slyly about the carefully regula|
+5414|9|2|5|19|17271.00|0.01|0.05|R|F|1993-04-06|1993-05-12|1993-05-02|DELIVER IN PERSON|RAIL|ffily silent theodolites na|
+5414|98|1|6|28|27946.52|0.10|0.05|A|F|1993-03-27|1993-06-04|1993-04-07|TAKE BACK RETURN|SHIP|ts sleep sl|
+5415|102|5|1|44|44092.40|0.00|0.06|A|F|1992-08-19|1992-10-26|1992-09-17|TAKE BACK RETURN|TRUCK| requests. unusual theodolites sleep agains|
+5415|31|7|2|16|14896.48|0.08|0.00|A|F|1992-09-29|1992-09-12|1992-10-10|NONE|AIR|pinto beans haggle furiously|
+5415|102|7|3|6|6012.60|0.10|0.03|A|F|1992-10-28|1992-09-09|1992-11-20|COLLECT COD|RAIL|ges around the fur|
+5415|16|7|4|43|39388.43|0.01|0.02|R|F|1992-11-17|1992-09-14|1992-12-14|DELIVER IN PERSON|SHIP|yly blithely stealthy deposits. carefu|
+5415|161|6|5|11|11672.76|0.00|0.01|R|F|1992-11-22|1992-10-19|1992-12-10|DELIVER IN PERSON|SHIP|gle among t|
+5415|144|1|6|46|48030.44|0.03|0.03|R|F|1992-08-25|1992-09-10|1992-09-22|DELIVER IN PERSON|REG AIR|ve the fluffily |
+5415|153|4|7|11|11584.65|0.08|0.06|A|F|1992-08-21|1992-09-04|1992-08-23|NONE|TRUCK|unts maintain carefully unusual|
+5440|115|2|1|3|3045.33|0.02|0.08|N|O|1997-02-18|1997-02-28|1997-03-15|NONE|SHIP|y. accounts haggle along the blit|
+5441|164|1|1|3|3192.48|0.00|0.02|R|F|1994-08-12|1994-10-14|1994-09-01|TAKE BACK RETURN|REG AIR|are. unusual, |
+5441|131|2|2|49|50525.37|0.02|0.03|A|F|1994-09-23|1994-09-22|1994-10-22|NONE|FOB|ording to the furio|
+5441|144|3|3|33|34456.62|0.09|0.02|R|F|1994-10-09|1994-10-06|1994-10-30|DELIVER IN PERSON|TRUCK|ges. final instruction|
+5441|67|4|4|47|45451.82|0.07|0.08|R|F|1994-11-19|1994-10-16|1994-12-16|TAKE BACK RETURN|FOB|ounts wake slyly about the express instr|
+5442|42|5|1|16|15072.64|0.00|0.00|N|O|1998-04-12|1998-03-03|1998-05-04|TAKE BACK RETURN|RAIL|r packages. accounts haggle dependencies. f|
+5442|88|9|2|45|44463.60|0.08|0.01|N|O|1998-03-30|1998-02-24|1998-04-18|TAKE BACK RETURN|AIR|old slyly after |
+5442|61|8|3|12|11532.72|0.01|0.08|N|O|1998-04-15|1998-03-18|1998-05-05|DELIVER IN PERSON|TRUCK|fully final|
+5442|158|9|4|21|22221.15|0.07|0.06|N|O|1998-03-13|1998-02-19|1998-04-06|COLLECT COD|MAIL|ffily furiously ironic theodolites. furio|
+5442|16|7|5|25|22900.25|0.04|0.00|N|O|1998-03-29|1998-02-13|1998-04-13|TAKE BACK RETURN|REG AIR|ake furiously. slyly express th|
+5442|144|3|6|26|27147.64|0.08|0.07|N|O|1998-03-21|1998-03-21|1998-03-25|TAKE BACK RETURN|AIR|have to sleep furiously bold ideas. blith|
+5443|178|9|1|14|15094.38|0.02|0.00|N|O|1996-10-27|1996-11-11|1996-11-21|DELIVER IN PERSON|RAIL|s after the regular, regular deposits hag|
+5443|72|3|2|39|37910.73|0.03|0.07|N|O|1996-11-01|1996-11-30|1996-11-19|NONE|RAIL|gage carefully across the furiously|
+5443|160|5|3|25|26504.00|0.05|0.00|N|O|1996-12-07|1997-01-08|1997-01-05|NONE|FOB|use carefully above the pinto bea|
+5443|191|4|4|6|6547.14|0.05|0.02|N|O|1996-11-17|1996-12-03|1996-11-30|TAKE BACK RETURN|AIR|p fluffily foxe|
+5443|83|4|5|40|39323.20|0.03|0.03|N|O|1997-01-28|1996-12-10|1997-02-13|NONE|FOB|n courts. special re|
+5444|186|7|1|21|22809.78|0.01|0.07|A|F|1995-04-11|1995-04-25|1995-04-21|DELIVER IN PERSON|RAIL|ar packages haggle above th|
+5444|43|6|2|40|37721.60|0.05|0.08|N|O|1995-07-09|1995-04-25|1995-07-19|COLLECT COD|TRUCK|ously bold ideas. instructions wake slyl|
+5444|150|9|3|40|42006.00|0.08|0.01|A|F|1995-04-06|1995-05-08|1995-05-06|DELIVER IN PERSON|AIR| even packages.|
+5444|59|4|4|33|31648.65|0.05|0.04|N|O|1995-06-24|1995-04-24|1995-07-13|DELIVER IN PERSON|SHIP|ut the courts cajole blithely excuses|
+5444|171|9|5|21|22494.57|0.04|0.00|R|F|1995-05-05|1995-05-25|1995-05-29|TAKE BACK RETURN|REG AIR|aves serve sly|
+5444|20|7|6|21|19320.42|0.07|0.01|A|F|1995-03-30|1995-05-01|1995-03-31|COLLECT COD|AIR|furiously even theodolites.|
+5445|90|1|1|33|32672.97|0.08|0.07|A|F|1993-10-21|1993-10-14|1993-10-28|DELIVER IN PERSON|REG AIR|ests. final instructions|
+5445|131|2|2|12|12373.56|0.09|0.08|R|F|1993-11-02|1993-09-05|1993-11-26|COLLECT COD|FOB| slyly pending pinto beans was slyly al|
+5445|103|8|3|46|46142.60|0.04|0.07|A|F|1993-10-06|1993-09-15|1993-10-28|DELIVER IN PERSON|RAIL|old depend|
+5445|149|10|4|10|10491.40|0.08|0.06|A|F|1993-09-16|1993-10-05|1993-10-01|NONE|TRUCK|ncies abou|
+5445|13|10|5|14|12782.14|0.00|0.02|R|F|1993-11-19|1993-10-18|1993-12-07|NONE|RAIL| requests. bravely i|
+5446|190|1|1|27|29435.13|0.05|0.07|R|F|1994-07-21|1994-08-25|1994-08-17|TAKE BACK RETURN|RAIL|ously across the quic|
+5447|99|1|1|31|30971.79|0.09|0.03|N|O|1996-07-14|1996-05-07|1996-07-17|COLLECT COD|SHIP| foxes sleep. blithely unusual accounts det|
+5472|59|10|1|27|25894.35|0.09|0.06|A|F|1993-08-04|1993-07-07|1993-09-03|COLLECT COD|TRUCK|fily pending attainments. unus|
+5472|68|3|2|28|27105.68|0.00|0.03|A|F|1993-07-28|1993-05-28|1993-08-11|TAKE BACK RETURN|FOB|ffily pendin|
+5472|178|7|3|45|48517.65|0.06|0.02|R|F|1993-06-05|1993-05-14|1993-06-10|NONE|TRUCK| idle packages. furi|
+5472|184|5|4|37|40114.66|0.07|0.05|R|F|1993-06-15|1993-07-03|1993-07-09|DELIVER IN PERSON|RAIL|egrate carefully dependencies. |
+5472|75|6|5|40|39002.80|0.02|0.05|A|F|1993-04-13|1993-07-04|1993-05-04|NONE|REG AIR|e requests detect furiously. ruthlessly un|
+5472|167|2|6|39|41619.24|0.02|0.03|R|F|1993-04-18|1993-07-10|1993-05-12|TAKE BACK RETURN|MAIL|uriously carefully |
+5472|15|5|7|1|915.01|0.03|0.02|A|F|1993-04-14|1993-06-28|1993-04-16|NONE|RAIL|s use furiou|
+5473|48|5|1|9|8532.36|0.03|0.07|R|F|1992-06-03|1992-05-30|1992-06-09|TAKE BACK RETURN|AIR| excuses sleep blithely! regular dep|
+5473|70|1|2|27|26191.89|0.01|0.03|A|F|1992-04-06|1992-04-26|1992-04-29|TAKE BACK RETURN|MAIL|the deposits. warthogs wake fur|
+5473|15|5|3|33|30195.33|0.09|0.00|R|F|1992-05-18|1992-06-10|1992-06-13|TAKE BACK RETURN|MAIL|efully above the even, |
+5474|184|5|1|38|41198.84|0.01|0.08|A|F|1992-07-15|1992-07-16|1992-07-20|NONE|REG AIR| slyly beneath |
+5474|94|8|2|10|9940.90|0.06|0.00|R|F|1992-08-08|1992-08-10|1992-08-24|TAKE BACK RETURN|TRUCK|pinto bean|
+5474|48|1|3|31|29389.24|0.00|0.08|R|F|1992-08-02|1992-07-12|1992-08-04|NONE|TRUCK|the furiously express ideas. speci|
+5474|90|1|4|46|45544.14|0.03|0.04|A|F|1992-06-07|1992-07-11|1992-06-22|NONE|TRUCK|nstructions. furio|
+5475|183|4|1|10|10831.80|0.09|0.08|N|O|1996-07-19|1996-08-22|1996-07-23|COLLECT COD|AIR|ding to the deposits wake fina|
+5476|48|1|1|13|12324.52|0.01|0.04|N|O|1997-12-27|1997-12-08|1997-12-29|COLLECT COD|TRUCK|iously special ac|
+5476|20|4|2|17|15640.34|0.10|0.01|N|O|1998-02-02|1998-01-28|1998-02-14|COLLECT COD|FOB|ng dependencies until the f|
+5477|80|8|1|20|19601.60|0.03|0.01|N|O|1998-03-21|1998-02-09|1998-04-07|TAKE BACK RETURN|SHIP|platelets about the ironic|
+5477|77|7|2|21|20518.47|0.03|0.00|N|O|1998-01-28|1998-02-15|1998-02-24|TAKE BACK RETURN|SHIP|blate slyly. silent|
+5477|134|5|3|31|32058.03|0.04|0.01|N|O|1998-01-11|1998-01-30|1998-02-04|DELIVER IN PERSON|MAIL| special Tiresias cajole furiously. pending|
+5477|193|6|4|16|17491.04|0.00|0.01|N|O|1998-03-07|1998-03-12|1998-04-06|COLLECT COD|RAIL|regular, s|
+5477|96|9|5|23|22910.07|0.00|0.06|N|O|1998-01-04|1998-02-23|1998-01-24|NONE|REG AIR|telets wake blithely ab|
+5477|121|6|6|19|19401.28|0.10|0.03|N|O|1998-02-03|1998-01-30|1998-03-04|TAKE BACK RETURN|MAIL|ost carefully packages.|
+5478|8|9|1|39|35412.00|0.09|0.06|N|O|1996-08-19|1996-06-25|1996-09-08|DELIVER IN PERSON|SHIP|s. furiously |
+5478|2|5|2|47|42394.00|0.10|0.01|N|O|1996-08-15|1996-07-12|1996-08-31|NONE|RAIL| instructions; slyly even accounts hagg|
+5478|119|3|3|25|25477.75|0.09|0.07|N|O|1996-06-08|1996-07-12|1996-07-07|NONE|TRUCK|unusual, pending requests haggle accoun|
+5479|138|4|1|50|51906.50|0.02|0.02|A|F|1993-12-24|1994-02-14|1994-01-18|DELIVER IN PERSON|MAIL|ironic gifts. even dependencies sno|
+5479|104|5|2|19|19077.90|0.05|0.03|A|F|1994-01-22|1994-03-07|1994-02-11|DELIVER IN PERSON|SHIP|arefully bo|
+5504|68|5|1|4|3872.24|0.10|0.07|A|F|1993-04-30|1993-03-01|1993-05-22|DELIVER IN PERSON|AIR|into beans boost. |
+5504|177|8|2|7|7540.19|0.03|0.05|R|F|1993-04-25|1993-03-15|1993-05-06|NONE|TRUCK|packages detect furiously express reques|
+5504|160|2|3|29|30744.64|0.05|0.03|A|F|1993-01-28|1993-02-13|1993-02-27|NONE|SHIP|ajole carefully. care|
+5505|25|8|1|43|39775.86|0.07|0.01|N|O|1997-12-30|1997-11-28|1998-01-09|TAKE BACK RETURN|TRUCK|y alongside of the special requests.|
+5505|182|3|2|33|35711.94|0.05|0.08|N|O|1998-01-11|1997-11-11|1998-01-30|TAKE BACK RETURN|AIR|ithely unusual excuses integrat|
+5505|155|10|3|10|10551.50|0.06|0.01|N|O|1997-10-28|1997-11-27|1997-10-29|DELIVER IN PERSON|AIR| furiously special asym|
+5505|40|1|4|18|16920.72|0.04|0.04|N|O|1997-10-25|1997-12-12|1997-10-30|TAKE BACK RETURN|RAIL| to the quickly express pac|
+5505|162|9|5|46|48859.36|0.05|0.00|N|O|1998-01-06|1997-11-04|1998-02-04|TAKE BACK RETURN|SHIP|usly ironic dependencies haggle across |
+5506|140|1|1|2|2080.28|0.00|0.03|R|F|1994-02-04|1994-01-13|1994-02-17|COLLECT COD|MAIL|onic theodolites are fluffil|
+5506|160|1|2|6|6360.96|0.07|0.06|R|F|1994-02-21|1994-01-30|1994-02-27|DELIVER IN PERSON|MAIL|hely according to the furiously unusua|
+5507|10|5|1|23|20930.23|0.05|0.04|N|O|1998-09-04|1998-07-04|1998-09-18|TAKE BACK RETURN|AIR|ously slow packages poach whithout the|
+5507|138|9|2|48|49830.24|0.03|0.01|N|O|1998-08-03|1998-08-10|1998-08-24|DELIVER IN PERSON|AIR|yly idle deposits. final, final fox|
+5507|45|2|3|4|3780.16|0.04|0.06|N|O|1998-06-06|1998-07-02|1998-06-27|TAKE BACK RETURN|RAIL|into beans are|
+5507|67|6|4|22|21275.32|0.07|0.01|N|O|1998-07-08|1998-08-10|1998-07-22|DELIVER IN PERSON|TRUCK|gular ideas. carefully unu|
+5507|132|3|5|48|49542.24|0.06|0.01|N|O|1998-07-21|1998-07-15|1998-07-31|DELIVER IN PERSON|SHIP|uriously regular acc|
+5508|117|7|1|4|4068.44|0.10|0.04|N|O|1996-09-01|1996-08-02|1996-09-17|COLLECT COD|AIR|fluffily about the even |
+5509|197|10|1|3|3291.57|0.03|0.02|A|F|1994-06-14|1994-05-11|1994-06-17|NONE|SHIP| quickly fin|
+5509|99|3|2|17|16984.53|0.03|0.07|R|F|1994-07-01|1994-06-30|1994-07-31|COLLECT COD|AIR|ccounts wake ar|
+5509|93|7|3|30|29792.70|0.04|0.04|A|F|1994-07-23|1994-06-01|1994-08-08|NONE|AIR|counts haggle pinto beans. furiously |
+5509|100|3|4|45|45004.50|0.00|0.07|A|F|1994-07-24|1994-05-28|1994-08-20|COLLECT COD|AIR|counts sleep. f|
+5509|156|8|5|35|36965.25|0.04|0.03|A|F|1994-04-17|1994-06-29|1994-04-24|COLLECT COD|RAIL|c accounts. ca|
+5510|16|6|1|8|7328.08|0.01|0.01|A|F|1993-03-16|1993-03-29|1993-03-24|DELIVER IN PERSON|FOB|n packages boost sly|
+5510|20|10|2|46|42320.92|0.02|0.07|A|F|1993-03-12|1993-02-09|1993-03-19|NONE|TRUCK|silent packages cajole doggedly regular |
+5510|162|3|3|47|49921.52|0.03|0.01|A|F|1993-01-20|1993-03-25|1993-02-15|DELIVER IN PERSON|SHIP|riously even requests. slyly bold accou|
+5510|24|7|4|29|26796.58|0.09|0.08|A|F|1993-02-28|1993-03-28|1993-03-12|COLLECT COD|AIR|lithely fluffily ironic req|
+5511|165|4|1|16|17042.56|0.10|0.05|A|F|1995-02-02|1995-01-06|1995-02-19|TAKE BACK RETURN|RAIL|thely bold theodolites |
+5511|165|10|2|31|33019.96|0.09|0.01|A|F|1995-02-23|1995-01-21|1995-03-02|COLLECT COD|REG AIR|gular excuses. fluffily even pinto beans c|
+5511|128|3|3|49|50377.88|0.05|0.05|R|F|1994-12-21|1995-01-27|1994-12-26|NONE|REG AIR|bout the requests. theodolites |
+5511|122|7|4|4|4088.48|0.08|0.02|R|F|1994-12-28|1995-01-16|1995-01-24|TAKE BACK RETURN|RAIL|lphins. carefully blithe de|
+5511|9|2|5|23|20907.00|0.10|0.07|A|F|1995-03-11|1995-01-21|1995-03-27|TAKE BACK RETURN|TRUCK|ing dugouts |
+5511|188|9|6|5|5440.90|0.08|0.05|R|F|1994-12-29|1995-01-16|1995-01-24|DELIVER IN PERSON|MAIL|al theodolites. blithely final de|
+5511|143|2|7|23|23992.22|0.02|0.07|R|F|1995-02-03|1995-01-05|1995-02-18|COLLECT COD|REG AIR|ully deposits. warthogs hagg|
+5536|90|1|1|14|13861.26|0.08|0.06|N|O|1998-05-18|1998-05-08|1998-06-05|COLLECT COD|MAIL|instructions sleep |
+5536|62|1|2|20|19241.20|0.08|0.04|N|O|1998-05-08|1998-05-10|1998-05-31|DELIVER IN PERSON|REG AIR|equests mo|
+5536|197|9|3|35|38401.65|0.07|0.02|N|O|1998-05-19|1998-06-08|1998-06-05|NONE|MAIL|c, final theo|
+5536|9|10|4|30|27270.00|0.05|0.07|N|O|1998-04-15|1998-05-23|1998-05-03|NONE|FOB|arefully regular theodolites according|
+5536|141|2|5|11|11452.54|0.02|0.08|N|O|1998-03-18|1998-05-12|1998-03-28|TAKE BACK RETURN|FOB| snooze furio|
+5537|45|8|1|10|9450.40|0.05|0.08|N|O|1997-01-13|1996-12-25|1997-01-28|TAKE BACK RETURN|AIR| sleep carefully slyly bold depos|
+5537|150|9|2|15|15752.25|0.07|0.04|N|O|1997-01-13|1996-12-25|1997-01-27|COLLECT COD|AIR|eposits. permanently pending packag|
+5537|151|6|3|39|40994.85|0.03|0.00|N|O|1996-12-17|1996-11-08|1997-01-15|COLLECT COD|REG AIR| slyly bold packages are. qu|
+5537|97|1|4|38|37889.42|0.01|0.00|N|O|1996-11-06|1996-11-23|1996-11-12|TAKE BACK RETURN|MAIL|s above the carefully ironic deposits |
+5538|154|9|1|42|44274.30|0.05|0.00|A|F|1994-04-08|1994-03-17|1994-05-05|DELIVER IN PERSON|REG AIR|vely ironic accounts. furiously unusual acc|
+5538|121|2|2|4|4084.48|0.02|0.03|R|F|1994-03-21|1994-02-17|1994-04-11|TAKE BACK RETURN|REG AIR|ithely along the c|
+5538|19|3|3|38|34922.38|0.03|0.06|R|F|1994-03-17|1994-02-11|1994-04-10|TAKE BACK RETURN|FOB|ular pinto beans. silent ideas above |
+5538|78|6|4|9|8802.63|0.00|0.01|R|F|1993-12-26|1994-01-31|1994-01-03|TAKE BACK RETURN|REG AIR|encies across the blithely fina|
+5539|65|10|1|42|40532.52|0.10|0.08|A|F|1994-09-29|1994-09-17|1994-10-20|DELIVER IN PERSON|RAIL|ons across the carefully si|
+5540|181|2|1|42|45409.56|0.02|0.08|N|O|1996-11-12|1996-12-18|1996-12-05|TAKE BACK RETURN|RAIL|ss dolphins haggle |
+5540|102|3|2|2|2004.20|0.06|0.02|N|O|1996-12-12|1997-01-09|1996-12-25|DELIVER IN PERSON|MAIL|nic asymptotes could hav|
+5540|64|3|3|19|18317.14|0.01|0.03|N|O|1997-02-06|1996-11-18|1997-02-20|DELIVER IN PERSON|SHIP| slyly slyl|
+5540|72|10|4|24|23329.68|0.10|0.05|N|O|1997-01-09|1996-12-02|1997-01-23|COLLECT COD|FOB|deposits! ironic depths may engage-- b|
+5541|96|8|1|39|38847.51|0.08|0.05|N|O|1997-11-17|1997-12-27|1997-12-11|TAKE BACK RETURN|RAIL|ding theodolites haggle against the slyly |
+5542|189|10|1|6|6535.08|0.03|0.01|N|O|1996-06-14|1996-05-28|1996-07-11|DELIVER IN PERSON|TRUCK| foxes doubt. theodolites ca|
+5543|143|10|1|14|14603.96|0.02|0.03|R|F|1993-10-09|1993-12-09|1993-10-21|NONE|SHIP|ecial reque|
+5543|162|7|2|22|23367.52|0.04|0.00|A|F|1993-11-06|1993-11-02|1993-12-02|DELIVER IN PERSON|SHIP|instructions. deposits use quickly. ir|
+5543|67|6|3|3|2901.18|0.08|0.05|R|F|1993-11-18|1993-11-05|1993-12-17|NONE|FOB|ress, even |
+5543|147|10|4|8|8377.12|0.05|0.01|R|F|1993-10-28|1993-11-18|1993-11-07|NONE|SHIP|totes? iron|
+5543|80|1|5|32|31362.56|0.03|0.03|R|F|1993-10-04|1993-11-14|1993-11-03|DELIVER IN PERSON|AIR|ully around the |
+5543|184|5|6|1|1084.18|0.03|0.07|A|F|1993-10-29|1993-11-11|1993-11-23|TAKE BACK RETURN|FOB|uriously. slyly|
+5543|129|8|7|39|40135.68|0.06|0.00|R|F|1993-10-07|1993-11-15|1993-10-28|TAKE BACK RETURN|MAIL|l excuses are furiously. slyly unusual requ|
+5568|166|5|1|50|53308.00|0.05|0.05|N|O|1995-07-14|1995-09-04|1995-08-03|COLLECT COD|TRUCK|furious ide|
+5568|44|5|2|18|16992.72|0.01|0.08|N|O|1995-08-19|1995-08-18|1995-08-24|DELIVER IN PERSON|SHIP|structions haggle. carefully regular |
+5568|89|10|3|35|34617.80|0.08|0.07|N|O|1995-09-17|1995-09-04|1995-10-14|NONE|SHIP|lyly. blit|
+5569|29|4|1|25|23225.50|0.10|0.03|R|F|1993-06-29|1993-07-18|1993-07-05|TAKE BACK RETURN|TRUCK| deposits cajole above|
+5569|58|10|2|26|24909.30|0.09|0.06|A|F|1993-08-21|1993-07-22|1993-09-09|DELIVER IN PERSON|MAIL|pitaphs. ironic req|
+5569|55|3|3|48|45842.40|0.02|0.03|R|F|1993-06-16|1993-06-15|1993-07-09|COLLECT COD|SHIP|the fluffily|
+5569|147|10|4|19|19895.66|0.10|0.08|R|F|1993-07-30|1993-06-21|1993-08-13|TAKE BACK RETURN|FOB| detect ca|
+5569|59|1|5|15|14385.75|0.02|0.06|A|F|1993-06-29|1993-07-06|1993-07-05|DELIVER IN PERSON|MAIL|lithely bold requests boost fur|
+5570|161|6|1|37|39262.92|0.08|0.02|N|O|1996-08-29|1996-10-23|1996-09-11|NONE|RAIL|y ironic pin|
+5570|39|10|2|15|14085.45|0.09|0.02|N|O|1996-10-04|1996-10-05|1996-10-28|TAKE BACK RETURN|REG AIR|beans nag slyly special, regular pack|
+5570|60|1|3|29|27841.74|0.02|0.05|N|O|1996-10-12|1996-10-20|1996-11-08|TAKE BACK RETURN|SHIP|he silent, enticing requests.|
+5571|154|2|1|32|33732.80|0.05|0.01|R|F|1992-12-25|1993-03-01|1993-01-23|NONE|FOB| the blithely even packages nag q|
+5571|94|8|2|31|30816.79|0.09|0.07|R|F|1993-01-05|1993-01-18|1993-02-04|DELIVER IN PERSON|SHIP|uffily even accounts. quickly re|
+5571|92|6|3|18|17857.62|0.10|0.05|R|F|1993-03-11|1993-02-28|1993-04-03|COLLECT COD|REG AIR|uests haggle furiously pending d|
+5572|22|1|1|24|22128.48|0.08|0.08|R|F|1994-10-30|1994-10-02|1994-11-27|TAKE BACK RETURN|MAIL|ests cajole. evenly ironic exc|
+5572|172|10|2|27|28948.59|0.03|0.04|A|F|1994-08-29|1994-09-10|1994-08-30|TAKE BACK RETURN|SHIP| accounts. carefully final accoun|
+5572|87|8|3|19|18754.52|0.10|0.00|A|F|1994-08-12|1994-10-07|1994-09-01|DELIVER IN PERSON|RAIL|es. final, final requests wake blithely ag|
+5572|135|1|4|46|47615.98|0.02|0.01|R|F|1994-09-08|1994-10-14|1994-10-01|NONE|REG AIR|ully regular platelet|
+5572|24|3|5|34|31416.68|0.10|0.08|R|F|1994-10-22|1994-08-16|1994-11-08|NONE|TRUCK|asymptotes integrate. s|
+5572|101|2|6|14|14015.40|0.04|0.05|A|F|1994-11-02|1994-09-20|1994-11-03|COLLECT COD|RAIL|he fluffily express packages. fluffily fina|
+5572|26|1|7|24|22224.48|0.01|0.05|R|F|1994-09-26|1994-09-04|1994-10-22|DELIVER IN PERSON|FOB| beans. foxes sleep fluffily across th|
+5573|21|6|1|32|29472.64|0.05|0.07|N|O|1996-09-30|1996-10-25|1996-10-15|DELIVER IN PERSON|RAIL|egular depths haggl|
+5573|50|3|2|2|1900.10|0.01|0.07|N|O|1996-08-26|1996-09-29|1996-09-04|COLLECT COD|TRUCK| even foxes. specia|
+5573|11|8|3|46|41906.46|0.06|0.01|N|O|1996-11-04|1996-10-02|1996-11-15|DELIVER IN PERSON|MAIL|s haggle qu|
+5573|169|4|4|43|45973.88|0.10|0.03|N|O|1996-10-22|1996-11-03|1996-11-02|TAKE BACK RETURN|FOB| furiously pending packages against |
+5573|138|9|5|43|44639.59|0.05|0.04|N|O|1996-09-09|1996-09-24|1996-09-28|COLLECT COD|AIR| bold package|
+5574|185|6|1|46|49918.28|0.02|0.07|A|F|1992-06-20|1992-04-19|1992-07-11|NONE|FOB|arefully express requests wake furiousl|
+5574|33|4|2|21|19593.63|0.05|0.08|A|F|1992-03-22|1992-04-26|1992-04-16|TAKE BACK RETURN|TRUCK|fully final dugouts. express foxes nag |
+5574|119|6|3|27|27515.97|0.10|0.06|R|F|1992-05-08|1992-05-19|1992-06-05|TAKE BACK RETURN|REG AIR|ecial realms. furiously entici|
+5574|94|6|4|14|13917.26|0.09|0.01|R|F|1992-05-20|1992-04-09|1992-05-23|COLLECT COD|REG AIR| use slyly carefully special requests? slyl|
+5574|85|6|5|19|18716.52|0.05|0.03|A|F|1992-05-28|1992-04-24|1992-06-11|TAKE BACK RETURN|REG AIR|old deposits int|
+5575|58|10|1|7|6706.35|0.01|0.07|N|O|1995-10-01|1995-09-30|1995-10-06|NONE|FOB|s. slyly pending theodolites prin|
+5575|31|7|2|23|21413.69|0.04|0.02|N|O|1995-10-26|1995-10-09|1995-11-13|TAKE BACK RETURN|AIR|enticingly final requests. ironically|
+5575|63|8|3|16|15408.96|0.00|0.07|N|O|1995-08-17|1995-10-14|1995-08-30|NONE|RAIL|jole boldly beyond the final as|
+5575|110|1|4|7|7070.77|0.01|0.04|N|O|1995-10-15|1995-09-14|1995-10-18|DELIVER IN PERSON|RAIL|special requests. final, final |
+5600|187|8|1|34|36964.12|0.02|0.00|N|O|1997-03-22|1997-04-05|1997-04-09|TAKE BACK RETURN|MAIL|ly above the stealthy ideas. permane|
+5600|8|5|2|19|17252.00|0.00|0.01|N|O|1997-04-10|1997-03-24|1997-04-16|TAKE BACK RETURN|TRUCK|dencies. carefully p|
+5601|38|4|1|29|27202.87|0.09|0.04|A|F|1992-04-06|1992-02-24|1992-04-29|DELIVER IN PERSON|TRUCK| ironic ideas. final|
+5601|164|1|2|45|47887.20|0.10|0.07|A|F|1992-03-25|1992-04-03|1992-04-04|TAKE BACK RETURN|MAIL|ts-- blithely final accounts cajole. carefu|
+5601|73|4|3|38|36976.66|0.07|0.00|A|F|1992-01-08|1992-03-01|1992-01-09|TAKE BACK RETURN|REG AIR|ter the evenly final deposit|
+5601|148|5|4|12|12577.68|0.03|0.01|A|F|1992-02-27|1992-03-16|1992-03-27|COLLECT COD|TRUCK|ep carefully a|
+5602|176|4|1|9|9685.53|0.08|0.03|N|O|1997-10-14|1997-09-14|1997-11-11|COLLECT COD|FOB|lar foxes; quickly ironic ac|
+5602|62|7|2|31|29823.86|0.04|0.08|N|O|1997-09-04|1997-10-24|1997-09-07|NONE|TRUCK|rate fluffily regular platelets. blithel|
+5602|68|5|3|30|29041.80|0.04|0.00|N|O|1997-09-20|1997-10-25|1997-10-12|DELIVER IN PERSON|FOB|e slyly even packages. careful|
+5603|98|2|1|50|49904.50|0.03|0.02|A|F|1992-10-06|1992-08-20|1992-10-08|COLLECT COD|SHIP|final theodolites accor|
+5603|116|6|2|49|49789.39|0.06|0.05|A|F|1992-06-24|1992-07-28|1992-07-01|DELIVER IN PERSON|FOB|fully silent requests. carefully fin|
+5603|32|8|3|49|45669.47|0.00|0.02|R|F|1992-10-07|1992-07-21|1992-10-10|DELIVER IN PERSON|TRUCK|nic, pending dependencies print|
+5604|136|7|1|44|45589.72|0.05|0.01|N|O|1998-08-06|1998-07-08|1998-09-04|NONE|RAIL|efully ironi|
+5604|136|2|2|49|50770.37|0.10|0.00|N|O|1998-05-02|1998-07-07|1998-05-20|NONE|FOB|ove the regula|
+5604|78|8|3|10|9780.70|0.07|0.05|N|O|1998-08-03|1998-06-23|1998-08-04|COLLECT COD|SHIP|ly final realms wake blit|
+5605|87|8|1|50|49354.00|0.08|0.05|N|O|1996-08-26|1996-10-15|1996-09-04|TAKE BACK RETURN|RAIL|instructions sleep carefully ironic req|
+5605|151|2|2|7|7358.05|0.06|0.01|N|O|1996-12-13|1996-10-13|1996-12-15|TAKE BACK RETURN|FOB|lowly special courts nag among the furi|
+5605|173|2|3|3|3219.51|0.01|0.02|N|O|1996-09-01|1996-10-02|1996-09-20|TAKE BACK RETURN|AIR|posits. accounts boost. t|
+5605|55|3|4|45|42977.25|0.00|0.01|N|O|1996-09-05|1996-10-04|1996-09-13|COLLECT COD|FOB|ly unusual instructions. carefully ironic p|
+5605|70|7|5|39|37832.73|0.00|0.08|N|O|1996-12-13|1996-11-03|1996-12-24|DELIVER IN PERSON|REG AIR|cial deposits. theodolites w|
+5605|166|7|6|29|30918.64|0.08|0.08|N|O|1996-09-19|1996-10-22|1996-10-06|DELIVER IN PERSON|SHIP| quickly. quickly pending sen|
+5606|174|5|1|47|50485.99|0.10|0.04|N|O|1996-12-23|1997-01-31|1997-01-20|DELIVER IN PERSON|REG AIR|carefully final foxes. pending, final|
+5606|92|3|2|34|33731.06|0.09|0.06|N|O|1997-02-23|1997-02-08|1997-03-09|TAKE BACK RETURN|REG AIR|uses. slyly final |
+5606|127|8|3|46|47247.52|0.04|0.00|N|O|1997-03-11|1997-01-13|1997-03-23|DELIVER IN PERSON|REG AIR|ter the ironic accounts. even, ironic depos|
+5606|82|3|4|30|29462.40|0.08|0.04|N|O|1997-02-06|1997-01-26|1997-02-16|DELIVER IN PERSON|REG AIR| nag always. blithely express packages |
+5606|7|2|5|25|22675.00|0.06|0.00|N|O|1996-12-25|1997-01-12|1997-01-11|TAKE BACK RETURN|AIR|breach about the furiously bold |
+5606|154|5|6|3|3162.45|0.04|0.06|N|O|1997-01-11|1997-01-04|1997-02-08|COLLECT COD|AIR| sauternes. asympto|
+5606|74|5|7|46|44807.22|0.07|0.01|N|O|1997-02-01|1997-01-31|1997-02-15|DELIVER IN PERSON|TRUCK|ow requests wake around the regular accoun|
+5607|132|8|1|23|23738.99|0.02|0.06|R|F|1992-04-17|1992-02-12|1992-04-30|DELIVER IN PERSON|MAIL|the special, final patterns |
+5632|10|3|1|48|43680.48|0.06|0.06|N|O|1996-05-08|1996-03-24|1996-06-04|TAKE BACK RETURN|FOB|unts. decoys u|
+5632|106|7|2|21|21128.10|0.02|0.08|N|O|1996-03-22|1996-03-10|1996-04-10|NONE|AIR|refully regular pinto beans. ironic reques|
+5632|67|2|3|24|23209.44|0.04|0.06|N|O|1996-03-23|1996-04-02|1996-03-30|TAKE BACK RETURN|MAIL|beans detect. quickly final i|
+5633|160|2|1|28|29684.48|0.02|0.00|N|O|1998-08-14|1998-07-24|1998-08-26|TAKE BACK RETURN|SHIP|as boost quickly. unusual pinto |
+5633|102|3|2|10|10021.00|0.09|0.04|N|O|1998-07-15|1998-08-03|1998-08-03|COLLECT COD|AIR|its cajole fluffily fluffily special pinto|
+5633|46|7|3|27|25543.08|0.03|0.02|N|O|1998-09-28|1998-07-28|1998-10-12|DELIVER IN PERSON|AIR|ructions. even ideas haggle carefully r|
+5633|164|5|4|50|53208.00|0.02|0.05|N|O|1998-07-23|1998-07-09|1998-08-21|DELIVER IN PERSON|TRUCK|ts. slyly regular |
+5633|100|2|5|48|48004.80|0.01|0.05|N|O|1998-06-24|1998-07-22|1998-07-18|DELIVER IN PERSON|TRUCK|even courts haggle slyly at the requ|
+5633|107|2|6|1|1007.10|0.02|0.03|N|O|1998-09-29|1998-08-28|1998-10-19|NONE|RAIL|thely notornis: |
+5633|11|5|7|39|35529.39|0.02|0.08|N|O|1998-07-12|1998-07-03|1998-07-13|COLLECT COD|TRUCK|ding ideas cajole furiously after|
+5634|185|6|1|26|28214.68|0.10|0.08|N|O|1996-10-29|1996-09-15|1996-11-24|COLLECT COD|REG AIR|ptotes mold qu|
+5634|175|3|2|22|23653.74|0.02|0.05|N|O|1996-09-01|1996-08-31|1996-09-05|DELIVER IN PERSON|MAIL|silently unusual foxes above the blithely|
+5634|109|6|3|16|16145.60|0.08|0.02|N|O|1996-11-15|1996-09-14|1996-12-04|NONE|AIR|ess ideas are carefully pending, even re|
+5634|182|3|4|29|31383.22|0.00|0.01|N|O|1996-08-10|1996-10-29|1996-08-11|TAKE BACK RETURN|MAIL|ely final ideas. deposits sleep. reg|
+5634|1|2|5|1|901.00|0.04|0.02|N|O|1996-10-02|1996-10-21|1996-10-27|COLLECT COD|MAIL|ctions haggle carefully. carefully clo|
+5635|83|4|1|43|42272.44|0.03|0.00|R|F|1992-10-12|1992-09-29|1992-11-01|TAKE BACK RETURN|TRUCK|cross the d|
+5635|72|3|2|5|4860.35|0.05|0.08|R|F|1992-10-02|1992-11-05|1992-10-26|TAKE BACK RETURN|REG AIR|yly along the ironic, fi|
+5635|72|1|3|12|11664.84|0.09|0.02|A|F|1992-10-18|1992-09-24|1992-11-17|NONE|REG AIR|ke slyly against the carefully final req|
+5635|8|5|4|40|36320.00|0.03|0.01|A|F|1992-09-25|1992-11-05|1992-10-11|NONE|FOB|pending foxes. regular packages|
+5635|169|10|5|38|40628.08|0.05|0.06|A|F|1992-10-09|1992-09-25|1992-10-18|NONE|MAIL|ckly pendin|
+5635|162|9|6|23|24429.68|0.05|0.04|A|F|1992-08-24|1992-11-10|1992-09-21|NONE|AIR|ily pending packages. bold,|
+5635|137|3|7|32|33188.16|0.03|0.08|R|F|1992-11-24|1992-09-20|1992-12-17|TAKE BACK RETURN|TRUCK|slyly even|
+5636|70|9|1|18|17461.26|0.05|0.03|R|F|1995-05-14|1995-05-17|1995-06-12|DELIVER IN PERSON|REG AIR|slyly express requests. furiously pen|
+5636|70|5|2|26|25221.82|0.03|0.06|A|F|1995-03-05|1995-05-16|1995-03-23|TAKE BACK RETURN|AIR| furiously final pinto beans o|
+5636|90|1|3|21|20791.89|0.03|0.03|A|F|1995-03-13|1995-05-11|1995-03-24|COLLECT COD|AIR| are furiously unusual |
+5636|109|6|4|15|15136.50|0.03|0.04|R|F|1995-04-21|1995-04-30|1995-05-05|DELIVER IN PERSON|REG AIR|efully special|
+5636|47|4|5|13|12311.52|0.10|0.03|A|F|1995-05-11|1995-04-27|1995-05-26|COLLECT COD|AIR|en, fluffy accounts amon|
+5636|12|3|6|33|30096.33|0.06|0.04|A|F|1995-03-09|1995-04-05|1995-03-23|DELIVER IN PERSON|MAIL|ding to the |
+5636|134|10|7|24|24819.12|0.10|0.05|R|F|1995-04-12|1995-03-27|1995-04-16|DELIVER IN PERSON|RAIL|counts sleep furiously b|
+5637|47|4|1|14|13258.56|0.03|0.05|N|O|1996-07-20|1996-07-26|1996-08-14|COLLECT COD|MAIL|y bold deposits wak|
+5637|172|3|2|35|37525.95|0.09|0.08|N|O|1996-08-01|1996-08-04|1996-08-20|NONE|AIR|s sleep blithely alongside of the ironic|
+5637|96|10|3|22|21913.98|0.01|0.07|N|O|1996-08-28|1996-07-30|1996-09-17|COLLECT COD|REG AIR|nding requests are ca|
+5637|66|1|4|16|15456.96|0.03|0.03|N|O|1996-09-08|1996-08-31|1996-09-29|TAKE BACK RETURN|TRUCK|d packages. express requests|
+5637|196|7|5|10|10961.90|0.01|0.00|N|O|1996-08-25|1996-08-11|1996-09-23|TAKE BACK RETURN|MAIL|ickly ironic gifts. blithely even cour|
+5637|129|4|6|27|27786.24|0.01|0.05|N|O|1996-06-27|1996-08-09|1996-07-27|DELIVER IN PERSON|REG AIR|oss the carefully express warhorses|
+5638|138|9|1|45|46715.85|0.09|0.07|A|F|1994-05-17|1994-03-09|1994-06-15|NONE|TRUCK|ar foxes. fluffily pending accounts |
+5638|168|3|2|12|12817.92|0.02|0.05|A|F|1994-02-05|1994-04-01|1994-02-25|COLLECT COD|TRUCK|n, even requests. furiously ironic not|
+5638|162|9|3|21|22305.36|0.08|0.00|A|F|1994-03-13|1994-03-27|1994-03-17|DELIVER IN PERSON|TRUCK|press courts use f|
+5639|47|10|1|11|10417.44|0.09|0.02|R|F|1994-09-18|1994-07-10|1994-10-12|TAKE BACK RETURN|SHIP|g the unusual pinto beans caj|
+5664|122|1|1|25|25553.00|0.00|0.06|N|O|1998-10-29|1998-09-23|1998-11-25|COLLECT COD|FOB|eposits: furiously ironic grouch|
+5664|173|2|2|9|9658.53|0.07|0.05|N|O|1998-07-31|1998-08-26|1998-08-12|COLLECT COD|RAIL| ironic deposits haggle furiously. re|
+5664|53|4|3|31|29544.55|0.01|0.03|N|O|1998-11-10|1998-09-12|1998-12-07|TAKE BACK RETURN|FOB|ainst the never silent request|
+5664|138|9|4|33|34258.29|0.08|0.03|N|O|1998-08-29|1998-09-17|1998-09-25|DELIVER IN PERSON|RAIL|d the final |
+5664|112|2|5|44|44532.84|0.01|0.06|N|O|1998-09-24|1998-09-26|1998-10-23|NONE|TRUCK|ang thinly bold pa|
+5664|68|5|6|34|32914.04|0.09|0.01|N|O|1998-09-10|1998-10-05|1998-09-15|COLLECT COD|RAIL|st. fluffily pending foxes na|
+5664|182|3|7|9|9739.62|0.01|0.05|N|O|1998-11-04|1998-10-15|1998-11-20|TAKE BACK RETURN|REG AIR|yly. express ideas agai|
+5665|101|2|1|32|32035.20|0.00|0.02|A|F|1993-08-11|1993-08-01|1993-09-07|NONE|AIR|f the slyly even requests! regular request|
+5665|5|8|2|14|12670.00|0.02|0.00|R|F|1993-06-29|1993-09-16|1993-07-16|DELIVER IN PERSON|AIR|- special pinto beans sleep quickly blithel|
+5665|158|9|3|41|43384.15|0.09|0.02|A|F|1993-08-23|1993-09-22|1993-09-11|COLLECT COD|REG AIR| idle ideas across |
+5665|46|9|4|47|44463.88|0.01|0.01|A|F|1993-10-06|1993-09-19|1993-11-01|NONE|RAIL|s mold fluffily. final deposits along the|
+5666|122|5|1|7|7154.84|0.09|0.08|R|F|1994-05-10|1994-04-06|1994-05-21|NONE|FOB| ideas. regular packag|
+5666|36|7|2|14|13104.42|0.08|0.01|A|F|1994-02-27|1994-04-11|1994-03-06|DELIVER IN PERSON|TRUCK|lar deposits nag against the slyly final d|
+5666|193|6|3|39|42634.41|0.00|0.01|A|F|1994-05-13|1994-04-02|1994-06-12|DELIVER IN PERSON|TRUCK|the even, final foxes. quickly iron|
+5666|131|2|4|24|24747.12|0.07|0.01|R|F|1994-02-14|1994-03-09|1994-03-06|DELIVER IN PERSON|FOB|on the carefully pending asympto|
+5666|109|10|5|36|36327.60|0.07|0.07|R|F|1994-03-15|1994-03-16|1994-03-18|COLLECT COD|TRUCK|accounts. furiousl|
+5667|145|4|1|37|38670.18|0.09|0.06|N|O|1995-09-24|1995-09-17|1995-10-03|NONE|REG AIR|s cajole blit|
+5668|4|9|1|15|13560.00|0.03|0.04|A|F|1995-04-06|1995-05-12|1995-04-17|COLLECT COD|FOB| the express, pending requests. bo|
+5669|191|2|1|7|7638.33|0.06|0.06|N|O|1996-06-19|1996-07-07|1996-07-11|COLLECT COD|SHIP|yly regular requests lose blithely. careful|
+5669|156|8|2|2|2112.30|0.06|0.07|N|O|1996-08-04|1996-06-15|1996-08-20|NONE|SHIP| blithely excuses. slyly|
+5669|158|9|3|40|42326.00|0.00|0.02|N|O|1996-08-30|1996-06-15|1996-09-07|TAKE BACK RETURN|FOB|ar accounts alongside of the final, p|
+5669|90|1|4|31|30692.79|0.04|0.05|N|O|1996-08-05|1996-06-10|1996-08-29|COLLECT COD|AIR|to beans against the regular depo|
+5669|140|6|5|30|31204.20|0.07|0.01|N|O|1996-07-14|1996-07-28|1996-08-10|TAKE BACK RETURN|TRUCK|l accounts. care|
+5670|90|1|1|27|26732.43|0.10|0.06|R|F|1993-05-09|1993-05-30|1993-06-06|TAKE BACK RETURN|REG AIR| ideas promise bli|
+5670|186|7|2|43|46705.74|0.06|0.00|A|F|1993-07-09|1993-06-03|1993-07-14|DELIVER IN PERSON|FOB|ests in place of the carefully sly depos|
+5670|7|8|3|24|21768.00|0.09|0.04|A|F|1993-07-17|1993-07-01|1993-08-03|NONE|AIR|press, express requests haggle|
+5670|142|9|4|11|11463.54|0.06|0.06|R|F|1993-07-11|1993-06-26|1993-07-24|DELIVER IN PERSON|MAIL|etect furiously among the even pin|
+5671|120|7|1|25|25503.00|0.00|0.08|N|O|1998-04-17|1998-03-28|1998-05-06|DELIVER IN PERSON|AIR|cording to the quickly final requests-- |
+5671|129|8|2|46|47339.52|0.05|0.08|N|O|1998-03-28|1998-04-22|1998-04-19|TAKE BACK RETURN|MAIL|lar pinto beans detect care|
+5671|172|10|3|13|13938.21|0.10|0.06|N|O|1998-03-02|1998-04-03|1998-03-08|TAKE BACK RETURN|TRUCK|bold theodolites about|
+5671|111|1|4|42|42466.62|0.00|0.07|N|O|1998-02-17|1998-04-24|1998-03-17|TAKE BACK RETURN|SHIP|carefully slyly special deposit|
+5671|129|4|5|13|13378.56|0.09|0.00|N|O|1998-04-24|1998-03-26|1998-04-27|NONE|REG AIR|ers according to the ironic, unusual excu|
+5671|114|1|6|30|30423.30|0.09|0.07|N|O|1998-06-06|1998-04-15|1998-07-01|DELIVER IN PERSON|TRUCK|fily ironi|
+5696|137|3|1|28|29039.64|0.03|0.06|N|O|1995-07-03|1995-06-14|1995-07-27|COLLECT COD|REG AIR| the fluffily brave pearls |
+5696|59|1|2|46|44116.30|0.01|0.00|N|O|1995-08-10|1995-07-08|1995-08-25|COLLECT COD|AIR|ter the instruct|
+5696|167|2|3|42|44820.72|0.04|0.01|N|F|1995-06-06|1995-06-11|1995-06-19|TAKE BACK RETURN|SHIP|te furious|
+5696|98|10|4|20|19961.80|0.08|0.00|N|O|1995-06-25|1995-07-18|1995-07-16|NONE|TRUCK|silent, pending ideas sleep fluffil|
+5696|124|9|5|19|19458.28|0.07|0.05|N|O|1995-08-31|1995-06-13|1995-09-10|COLLECT COD|SHIP|unusual requests sleep furiously ru|
+5696|132|8|6|37|38188.81|0.04|0.05|N|O|1995-07-21|1995-06-23|1995-08-19|NONE|RAIL| carefully expres|
+5696|102|9|7|6|6012.60|0.07|0.05|N|O|1995-08-03|1995-07-15|1995-09-01|DELIVER IN PERSON|REG AIR|n patterns lose slyly fina|
+5697|55|7|1|24|22921.20|0.10|0.07|R|F|1992-10-27|1992-11-28|1992-11-20|NONE|RAIL|uffily iro|
+5697|16|10|2|43|39388.43|0.06|0.02|R|F|1992-12-08|1992-12-03|1992-12-17|TAKE BACK RETURN|FOB|blithely reg|
+5697|56|8|3|42|40154.10|0.03|0.01|A|F|1992-12-19|1992-12-08|1993-01-03|COLLECT COD|TRUCK|inal theodolites cajole after the bli|
+5698|11|8|1|30|27330.30|0.01|0.05|A|F|1994-05-26|1994-08-16|1994-06-19|COLLECT COD|AIR|its. quickly regular foxes aro|
+5698|163|4|2|25|26579.00|0.08|0.07|R|F|1994-08-06|1994-06-21|1994-08-25|NONE|SHIP| asymptotes sleep slyly above the|
+5698|155|3|3|45|47481.75|0.03|0.01|A|F|1994-06-23|1994-08-13|1994-07-02|NONE|FOB|ng excuses. slyly express asymptotes|
+5698|58|6|4|15|14370.75|0.07|0.08|R|F|1994-06-29|1994-07-03|1994-07-02|COLLECT COD|REG AIR|ly ironic frets haggle carefully |
+5698|140|1|5|37|38485.18|0.06|0.06|A|F|1994-06-30|1994-06-23|1994-07-22|TAKE BACK RETURN|SHIP|ts. even, ironic |
+5698|188|9|6|1|1088.18|0.06|0.04|R|F|1994-05-31|1994-07-10|1994-06-03|DELIVER IN PERSON|MAIL|nts. slyly quiet pinto beans nag carefu|
+5699|2|7|1|24|21648.00|0.01|0.07|A|F|1992-10-21|1992-09-04|1992-11-04|COLLECT COD|AIR|kages. fin|
+5699|55|10|2|26|24831.30|0.06|0.06|R|F|1992-08-11|1992-09-21|1992-08-14|COLLECT COD|MAIL|y final deposits wake fluffily u|
+5699|18|2|3|48|44064.48|0.10|0.05|R|F|1992-11-23|1992-10-20|1992-11-29|DELIVER IN PERSON|TRUCK|s. carefully regul|
+5699|55|3|4|46|43932.30|0.08|0.02|A|F|1992-11-28|1992-09-23|1992-12-27|TAKE BACK RETURN|FOB|o the slyly|
+5699|28|7|5|21|19488.42|0.02|0.02|A|F|1992-10-13|1992-09-30|1992-10-19|NONE|MAIL|lyly final pla|
+5699|191|5|6|30|32735.70|0.08|0.05|R|F|1992-11-13|1992-10-01|1992-12-11|DELIVER IN PERSON|AIR| the carefully final |
+5699|129|8|7|45|46310.40|0.09|0.06|A|F|1992-09-23|1992-10-22|1992-10-04|DELIVER IN PERSON|SHIP|rmanent packages sleep across the f|
+5700|168|5|1|24|25635.84|0.09|0.00|N|O|1997-12-26|1998-01-28|1998-01-18|DELIVER IN PERSON|REG AIR|ix carefully |
+5700|123|8|2|30|30693.60|0.00|0.06|N|O|1998-04-19|1998-03-13|1998-04-27|COLLECT COD|MAIL|ly blithely final instructions. fl|
+5700|126|5|3|23|23600.76|0.03|0.05|N|O|1998-01-30|1998-01-31|1998-01-31|NONE|REG AIR| wake quickly carefully fluffy hockey|
+5701|54|2|1|17|16218.85|0.02|0.05|N|O|1997-03-27|1997-04-08|1997-04-21|DELIVER IN PERSON|RAIL|tes. quickly final a|
+5702|77|7|1|44|42991.08|0.06|0.02|R|F|1994-01-04|1993-11-25|1994-01-22|NONE|RAIL|lites. carefully final requests doze b|
+5702|86|7|2|37|36484.96|0.10|0.05|R|F|1993-12-14|1993-10-21|1994-01-08|NONE|FOB|ix slyly. regular instructions slee|
+5702|131|7|3|44|45369.72|0.00|0.02|R|F|1993-11-28|1993-12-02|1993-12-22|NONE|TRUCK|ake according to th|
+5702|63|8|4|31|29854.86|0.00|0.04|A|F|1994-01-04|1993-10-22|1994-01-26|DELIVER IN PERSON|TRUCK|pinto beans. blithely |
+5703|88|9|1|2|1976.16|0.09|0.01|R|F|1993-05-29|1993-07-26|1993-06-05|TAKE BACK RETURN|REG AIR|nts against the blithely sile|
+5728|44|1|1|47|44369.88|0.10|0.05|A|F|1994-12-13|1995-01-25|1994-12-25|TAKE BACK RETURN|MAIL|nd the bravely final deposits. final ideas|
+5728|159|1|2|40|42366.00|0.05|0.08|A|F|1995-03-28|1995-01-17|1995-04-14|TAKE BACK RETURN|SHIP|final deposits. theodolite|
+5729|143|4|1|5|5215.70|0.07|0.00|R|F|1994-11-27|1994-11-11|1994-12-23|TAKE BACK RETURN|MAIL|s. even sheaves nag courts. |
+5729|107|10|2|39|39276.90|0.10|0.00|A|F|1995-01-22|1994-11-21|1995-02-13|TAKE BACK RETURN|MAIL|. special pl|
+5729|12|3|3|50|45600.50|0.00|0.05|R|F|1994-12-09|1994-12-31|1994-12-24|TAKE BACK RETURN|AIR|ly special sentiments. car|
+5730|151|2|1|2|2102.30|0.08|0.00|N|O|1998-02-24|1998-03-15|1998-03-11|COLLECT COD|SHIP|ely ironic foxes. carefu|
+5730|200|1|2|9|9901.80|0.10|0.01|N|O|1998-03-05|1998-02-02|1998-03-28|DELIVER IN PERSON|MAIL|s lose blithely. specia|
+5731|192|6|1|13|14198.47|0.02|0.04|N|O|1997-07-30|1997-06-23|1997-08-13|COLLECT COD|RAIL|ngside of the quickly regular depos|
+5731|105|6|2|11|11056.10|0.00|0.08|N|O|1997-06-06|1997-07-08|1997-06-25|NONE|MAIL| furiously final accounts wake. d|
+5731|111|2|3|6|6066.66|0.01|0.04|N|O|1997-07-02|1997-07-01|1997-07-08|COLLECT COD|SHIP|sits integrate slyly close platelets. quick|
+5731|14|1|4|6|5484.06|0.03|0.06|N|O|1997-09-07|1997-06-20|1997-09-20|TAKE BACK RETURN|RAIL|rs. quickly regular theo|
+5731|195|6|5|19|20808.61|0.08|0.02|N|O|1997-06-29|1997-06-27|1997-07-15|NONE|REG AIR|ly unusual ideas above the |
+5732|139|5|1|26|27017.38|0.02|0.07|N|O|1997-08-18|1997-10-25|1997-09-12|TAKE BACK RETURN|TRUCK|totes cajole according to the theodolites.|
+5733|33|4|1|39|36388.17|0.01|0.07|A|F|1993-03-22|1993-05-24|1993-04-04|DELIVER IN PERSON|FOB|side of the|
+5734|183|4|1|29|31412.22|0.05|0.01|N|O|1997-12-01|1997-12-08|1997-12-23|NONE|RAIL|structions cajole final, express |
+5734|150|3|2|6|6300.90|0.07|0.00|N|O|1997-10-27|1997-12-19|1997-11-02|COLLECT COD|RAIL|s. regular platelets cajole furiously. regu|
+5734|67|8|3|10|9670.60|0.01|0.03|N|O|1997-12-28|1997-12-24|1998-01-24|DELIVER IN PERSON|TRUCK|equests; accounts above|
+5735|60|1|1|41|39362.46|0.01|0.01|R|F|1994-12-23|1995-02-10|1995-01-22|COLLECT COD|MAIL|lthily ruthless i|
+5760|1|8|1|6|5406.00|0.09|0.03|R|F|1994-07-30|1994-07-31|1994-08-16|COLLECT COD|REG AIR|ng the acco|
+5760|6|1|2|24|21744.00|0.04|0.05|A|F|1994-07-15|1994-07-04|1994-08-08|NONE|MAIL|s. bravely ironic accounts among|
+5760|148|5|3|8|8385.12|0.07|0.04|A|F|1994-09-06|1994-08-03|1994-10-06|NONE|AIR|l accounts among the carefully even de|
+5760|123|4|4|19|19439.28|0.10|0.01|R|F|1994-08-02|1994-08-02|1994-08-15|COLLECT COD|SHIP|sits nag. even, regular ideas cajole b|
+5760|166|1|5|6|6396.96|0.03|0.07|R|F|1994-06-09|1994-07-06|1994-06-16|DELIVER IN PERSON|MAIL| shall have to cajole along the |
+5761|47|6|1|41|38828.64|0.08|0.00|N|O|1998-07-31|1998-08-09|1998-08-08|TAKE BACK RETURN|TRUCK|pecial deposits. qu|
+5761|108|9|2|36|36291.60|0.00|0.07|N|O|1998-09-07|1998-09-21|1998-09-11|TAKE BACK RETURN|TRUCK| pinto beans thrash alongside of the pendi|
+5761|198|2|3|49|53811.31|0.04|0.08|N|O|1998-07-14|1998-08-20|1998-07-25|NONE|SHIP|ly bold accounts wake above the|
+5762|175|6|1|6|6451.02|0.05|0.02|N|O|1997-04-07|1997-03-25|1997-05-02|NONE|AIR|ironic dependencies doze carefu|
+5762|102|9|2|27|27056.70|0.02|0.08|N|O|1997-02-21|1997-05-08|1997-03-23|NONE|REG AIR|across the bold ideas. carefully sp|
+5762|89|10|3|40|39563.20|0.00|0.08|N|O|1997-04-30|1997-05-09|1997-05-08|COLLECT COD|SHIP|al instructions. furiousl|
+5762|133|4|4|47|48557.11|0.05|0.06|N|O|1997-03-02|1997-03-23|1997-03-19|NONE|RAIL|equests sleep after the furiously ironic pa|
+5762|25|6|5|28|25900.56|0.02|0.06|N|O|1997-02-22|1997-03-25|1997-02-24|TAKE BACK RETURN|SHIP|ic foxes among the blithely qui|
+5762|12|6|6|12|10944.12|0.00|0.06|N|O|1997-04-18|1997-04-27|1997-05-11|DELIVER IN PERSON|REG AIR|ages are abo|
+5763|131|2|1|32|32996.16|0.02|0.06|N|O|1998-07-16|1998-09-13|1998-08-02|DELIVER IN PERSON|FOB|ding instruct|
+5763|136|2|2|23|23830.99|0.09|0.04|N|O|1998-07-25|1998-09-21|1998-08-15|DELIVER IN PERSON|SHIP|re after the blithel|
+5763|13|3|3|25|22825.25|0.01|0.02|N|O|1998-10-04|1998-08-16|1998-10-09|DELIVER IN PERSON|REG AIR|inal theodolites. even re|
+5763|121|6|4|47|47992.64|0.09|0.00|N|O|1998-08-22|1998-09-22|1998-09-04|NONE|REG AIR|gle slyly. slyly final re|
+5763|123|4|5|8|8184.96|0.06|0.05|N|O|1998-09-23|1998-09-15|1998-09-27|DELIVER IN PERSON|TRUCK|foxes wake slyly. car|
+5763|190|1|6|9|9811.71|0.08|0.02|N|O|1998-09-24|1998-09-01|1998-10-02|NONE|AIR| deposits. instru|
+5764|101|2|1|28|28030.80|0.04|0.04|A|F|1993-12-07|1993-12-20|1993-12-26|TAKE BACK RETURN|RAIL|sleep furi|
+5764|200|3|2|20|22004.00|0.10|0.05|A|F|1993-10-17|1993-12-24|1993-10-18|TAKE BACK RETURN|FOB|ng to the fluffily qu|
+5764|188|9|3|4|4352.72|0.03|0.05|A|F|1993-10-25|1993-12-23|1993-11-06|DELIVER IN PERSON|AIR|ily regular courts haggle|
+5765|162|7|1|31|32926.96|0.00|0.06|A|F|1995-01-11|1995-02-13|1995-01-23|TAKE BACK RETURN|AIR|r foxes. ev|
+5765|124|9|2|29|29699.48|0.07|0.08|A|F|1994-12-29|1995-02-01|1995-01-26|NONE|RAIL|nic requests. deposits wake quickly among |
+5765|139|10|3|31|32213.03|0.05|0.01|R|F|1995-03-01|1995-01-23|1995-03-31|TAKE BACK RETURN|REG AIR|the furiou|
+5765|152|4|4|46|48398.90|0.07|0.07|R|F|1995-03-13|1995-02-12|1995-03-20|DELIVER IN PERSON|MAIL|ccounts sleep about th|
+5765|174|3|5|48|51560.16|0.09|0.02|A|F|1995-03-30|1995-01-14|1995-04-09|DELIVER IN PERSON|SHIP|theodolites integrate furiously|
+5765|83|4|6|41|40306.28|0.04|0.00|A|F|1994-12-31|1995-02-11|1995-01-17|TAKE BACK RETURN|SHIP| furiously. slyly sile|
+5765|42|5|7|21|19782.84|0.05|0.04|R|F|1995-04-05|1995-02-12|1995-05-05|COLLECT COD|TRUCK|ole furiously. quick, special dependencies |
+5766|188|9|1|1|1088.18|0.10|0.01|R|F|1994-01-16|1993-11-16|1994-01-23|NONE|MAIL|blithely regular the|
+5766|149|8|2|39|40916.46|0.02|0.07|A|F|1993-10-24|1993-12-07|1993-11-08|DELIVER IN PERSON|SHIP| furiously unusual courts. slyly final pear|
+5766|118|8|3|4|4072.44|0.08|0.08|R|F|1993-11-10|1993-10-30|1993-12-01|COLLECT COD|TRUCK|ly even requests. furiou|
+5767|167|8|1|11|11738.76|0.08|0.01|A|F|1992-06-02|1992-05-30|1992-06-08|NONE|TRUCK|instructions. carefully final accou|
+5767|69|8|2|15|14535.90|0.07|0.05|R|F|1992-06-05|1992-07-28|1992-06-08|DELIVER IN PERSON|MAIL|warthogs. carefully unusual g|
+5767|191|3|3|42|45829.98|0.06|0.01|R|F|1992-07-31|1992-06-09|1992-08-09|COLLECT COD|TRUCK| blithe deposi|
+5767|153|4|4|34|35807.10|0.06|0.01|R|F|1992-06-02|1992-06-23|1992-06-17|NONE|FOB|sits among the|
+5767|46|7|5|36|34057.44|0.03|0.00|A|F|1992-07-17|1992-06-10|1992-07-19|COLLECT COD|AIR|ake carefully. packages |
+5792|178|8|1|34|36657.78|0.08|0.07|R|F|1993-05-23|1993-06-25|1993-06-12|NONE|RAIL|requests are against t|
+5792|157|5|2|47|49686.05|0.10|0.00|A|F|1993-06-08|1993-05-10|1993-06-26|COLLECT COD|AIR|regular, ironic excuses n|
+5792|183|4|3|32|34661.76|0.05|0.08|R|F|1993-06-26|1993-05-23|1993-07-07|COLLECT COD|RAIL|s are slyly against the ev|
+5792|14|8|4|14|12796.14|0.09|0.02|A|F|1993-07-28|1993-06-17|1993-08-27|DELIVER IN PERSON|RAIL|olites print carefully|
+5792|102|9|5|31|31065.10|0.02|0.01|A|F|1993-06-17|1993-05-05|1993-07-01|COLLECT COD|TRUCK|s? furiously even instructions |
+5793|53|5|1|20|19061.00|0.05|0.03|N|O|1997-10-05|1997-09-04|1997-10-30|COLLECT COD|AIR|e carefully ex|
+5793|170|5|2|41|43876.97|0.06|0.06|N|O|1997-08-04|1997-10-10|1997-08-12|DELIVER IN PERSON|TRUCK|snooze quick|
+5793|43|4|3|8|7544.32|0.07|0.03|N|O|1997-08-16|1997-09-08|1997-08-28|COLLECT COD|AIR|al foxes l|
+5793|148|7|4|48|50310.72|0.02|0.02|N|O|1997-09-27|1997-08-23|1997-10-27|DELIVER IN PERSON|REG AIR|quickly enticing excuses use slyly abov|
+5794|158|9|1|42|44442.30|0.06|0.05|R|F|1993-06-29|1993-05-30|1993-07-28|COLLECT COD|REG AIR|he careful|
+5794|115|2|2|14|14211.54|0.09|0.02|R|F|1993-04-19|1993-07-02|1993-05-18|COLLECT COD|SHIP|uriously carefully ironic reque|
+5794|7|8|3|15|13605.00|0.09|0.06|R|F|1993-06-25|1993-06-27|1993-07-09|NONE|MAIL|blithely regular ideas. final foxes haggle |
+5794|137|3|4|47|48745.11|0.00|0.08|A|F|1993-07-16|1993-06-21|1993-08-05|TAKE BACK RETURN|REG AIR|quests. blithely final excu|
+5795|193|6|1|34|37168.46|0.09|0.05|A|F|1992-08-21|1992-07-30|1992-08-27|COLLECT COD|REG AIR|al instructions must affix along the ironic|
+5796|58|3|1|27|25867.35|0.10|0.00|N|O|1996-04-06|1996-02-29|1996-04-20|DELIVER IN PERSON|RAIL|s wake quickly aro|
+5797|61|6|1|17|16338.02|0.09|0.03|N|O|1997-12-13|1998-01-12|1997-12-23|NONE|REG AIR|the ironic, even theodoli|
+5798|127|8|1|2|2054.24|0.09|0.00|N|O|1998-05-25|1998-06-22|1998-06-09|COLLECT COD|FOB|e furiously across |
+5798|124|9|2|14|14337.68|0.06|0.05|N|O|1998-04-01|1998-06-14|1998-04-27|NONE|RAIL|he special, bold packages. carefully iron|
+5798|134|5|3|22|22750.86|0.02|0.01|N|O|1998-06-24|1998-06-06|1998-07-20|COLLECT COD|TRUCK|sits poach carefully|
+5798|146|3|4|40|41845.60|0.08|0.06|N|O|1998-07-09|1998-06-24|1998-07-16|NONE|TRUCK| integrate carefu|
+5798|149|8|5|7|7343.98|0.06|0.07|N|O|1998-06-06|1998-05-10|1998-06-07|NONE|SHIP|ts against the blithely final p|
+5798|38|4|6|9|8442.27|0.06|0.02|N|O|1998-05-05|1998-05-25|1998-05-09|DELIVER IN PERSON|REG AIR|e blithely|
+5798|115|9|7|32|32483.52|0.08|0.01|N|O|1998-04-27|1998-05-03|1998-05-08|TAKE BACK RETURN|REG AIR|ubt blithely above the |
+5799|95|6|1|41|40798.69|0.04|0.02|N|O|1995-11-13|1995-10-31|1995-11-16|COLLECT COD|TRUCK|al accounts sleep ruthlessl|
+5799|100|3|2|30|30003.00|0.03|0.08|N|O|1995-09-12|1995-09-13|1995-09-19|NONE|RAIL| furiously s|
+5824|77|7|1|40|39082.80|0.06|0.06|N|O|1997-01-14|1997-01-17|1997-02-02|NONE|REG AIR|he final packag|
+5824|182|3|2|42|45451.56|0.09|0.00|N|O|1997-02-01|1997-02-20|1997-02-07|COLLECT COD|SHIP|ts sleep. carefully regular accounts h|
+5824|73|1|3|16|15569.12|0.03|0.02|N|O|1997-02-13|1997-01-07|1997-02-17|TAKE BACK RETURN|TRUCK|sly express Ti|
+5824|92|5|4|32|31746.88|0.03|0.02|N|O|1997-02-16|1997-01-24|1997-02-20|DELIVER IN PERSON|RAIL|ven requests. |
+5824|107|8|5|44|44312.40|0.08|0.03|N|O|1997-01-24|1997-01-31|1997-02-11|COLLECT COD|TRUCK|fily fluffily bold|
+5825|159|7|1|23|24360.45|0.10|0.05|R|F|1995-05-10|1995-04-28|1995-05-13|DELIVER IN PERSON|TRUCK| special pinto beans. dependencies haggl|
+5826|144|1|1|4|4176.56|0.03|0.06|N|O|1998-07-31|1998-09-10|1998-08-27|NONE|AIR| packages across the fluffily spec|
+5826|64|5|2|18|17353.08|0.04|0.01|N|O|1998-07-17|1998-09-03|1998-07-22|NONE|SHIP|atelets use above t|
+5827|187|8|1|30|32615.40|0.03|0.05|N|O|1998-11-11|1998-09-27|1998-11-30|DELIVER IN PERSON|RAIL|ounts may c|
+5827|103|6|2|23|23071.30|0.09|0.05|N|O|1998-11-16|1998-09-14|1998-11-17|COLLECT COD|RAIL|ans. furiously special instruct|
+5827|164|1|3|3|3192.48|0.03|0.06|N|O|1998-10-17|1998-09-29|1998-10-28|DELIVER IN PERSON|MAIL|uses eat along the furiously|
+5827|200|1|4|26|28605.20|0.06|0.00|N|O|1998-07-29|1998-09-24|1998-07-30|DELIVER IN PERSON|SHIP|arefully special packages wake thin|
+5827|112|9|5|38|38460.18|0.03|0.06|N|O|1998-10-18|1998-08-27|1998-10-23|TAKE BACK RETURN|TRUCK|ly ruthless accounts|
+5827|17|4|6|14|12838.14|0.05|0.01|N|O|1998-08-31|1998-09-06|1998-09-13|TAKE BACK RETURN|RAIL|rges. fluffily pending |
+5828|2|9|1|28|25256.00|0.10|0.03|A|F|1994-05-15|1994-05-20|1994-06-08|DELIVER IN PERSON|MAIL| special ideas haggle slyly ac|
+5828|158|3|2|37|39151.55|0.01|0.00|R|F|1994-06-07|1994-05-30|1994-06-17|NONE|RAIL|e carefully spec|
+5829|40|1|1|4|3760.16|0.01|0.02|N|O|1997-03-01|1997-02-17|1997-03-22|NONE|TRUCK|ithely; accounts cajole ideas. regular foxe|
+5829|107|10|2|40|40284.00|0.04|0.01|N|O|1997-04-21|1997-02-12|1997-05-04|COLLECT COD|TRUCK| the carefully ironic accounts. a|
+5829|129|8|3|6|6174.72|0.05|0.06|N|O|1997-01-22|1997-03-12|1997-02-02|TAKE BACK RETURN|AIR|sts. slyly special fo|
+5829|90|1|4|42|41583.78|0.02|0.07|N|O|1997-03-26|1997-04-01|1997-03-30|COLLECT COD|REG AIR|pearls. slyly bold deposits solve final|
+5829|191|5|5|49|53468.31|0.05|0.01|N|O|1997-01-31|1997-03-13|1997-02-18|NONE|MAIL| ironic excuses use fluf|
+5829|18|5|6|17|15606.17|0.09|0.02|N|O|1997-04-10|1997-03-29|1997-04-22|COLLECT COD|AIR|after the furiously ironic ideas no|
+5829|78|9|7|27|26407.89|0.08|0.04|N|O|1997-02-25|1997-03-31|1997-03-03|DELIVER IN PERSON|AIR|ns about the excuses are c|
+5830|160|2|1|29|30744.64|0.10|0.02|R|F|1993-06-19|1993-05-10|1993-07-13|DELIVER IN PERSON|REG AIR|y bold excuses|
+5831|191|2|1|2|2182.38|0.10|0.01|N|O|1997-02-09|1997-01-20|1997-03-07|TAKE BACK RETURN|TRUCK|quickly silent req|
+5831|74|3|2|33|32144.31|0.04|0.03|N|O|1996-11-20|1997-01-18|1996-12-18|TAKE BACK RETURN|MAIL| instructions wake. slyly sil|
+5831|82|3|3|6|5892.48|0.05|0.07|N|O|1997-01-29|1997-01-14|1997-02-09|NONE|MAIL|ly ironic accounts nag pendin|
+5831|13|10|4|46|41998.46|0.06|0.02|N|O|1997-02-24|1997-01-18|1997-03-02|COLLECT COD|MAIL|ly final pa|
+5831|43|4|5|37|34892.48|0.05|0.01|N|O|1997-01-17|1997-02-08|1997-02-01|NONE|FOB|uriously even requests|
+5856|4|1|1|1|904.00|0.03|0.02|A|F|1994-12-29|1995-01-07|1995-01-10|TAKE BACK RETURN|MAIL|tly. special deposits wake blithely even|
+5856|35|6|2|35|32726.05|0.09|0.02|R|F|1994-11-24|1994-12-23|1994-11-30|COLLECT COD|AIR|excuses. finally ir|
+5856|153|4|3|39|41072.85|0.05|0.03|A|F|1995-01-18|1995-01-11|1995-01-19|DELIVER IN PERSON|TRUCK|uickly quickly fluffy in|
+5857|58|9|1|25|23951.25|0.03|0.02|N|O|1997-12-02|1997-12-17|1997-12-08|DELIVER IN PERSON|REG AIR|ding platelets. pending excu|
+5857|195|9|2|50|54759.50|0.06|0.07|N|O|1997-12-04|1997-12-16|1997-12-20|NONE|TRUCK|y regular d|
+5857|68|3|3|1|968.06|0.03|0.01|N|O|1998-02-01|1997-12-09|1998-02-20|TAKE BACK RETURN|SHIP|instructions detect final reques|
+5857|118|2|4|12|12217.32|0.03|0.08|N|O|1998-01-24|1997-12-27|1998-02-10|TAKE BACK RETURN|AIR|counts. express, final|
+5857|192|4|5|14|15290.66|0.07|0.07|N|O|1997-12-10|1998-01-06|1998-01-04|TAKE BACK RETURN|TRUCK|ffily pendin|
+5857|93|5|6|49|48661.41|0.00|0.04|N|O|1998-01-23|1997-12-12|1998-01-28|DELIVER IN PERSON|REG AIR|egular pinto beans|
+5858|121|4|1|20|20422.40|0.02|0.06|A|F|1992-07-23|1992-08-26|1992-07-24|COLLECT COD|SHIP|uffily unusual pinto beans sleep|
+5858|16|7|2|36|32976.36|0.00|0.05|A|F|1992-09-25|1992-08-16|1992-10-11|NONE|SHIP|osits wake quickly quickly sile|
+5858|148|5|3|7|7336.98|0.08|0.02|A|F|1992-10-07|1992-08-16|1992-10-15|TAKE BACK RETURN|REG AIR|. doggedly regular packages use pendin|
+5858|164|9|4|46|48951.36|0.07|0.06|R|F|1992-09-07|1992-10-06|1992-10-06|DELIVER IN PERSON|MAIL|posits withi|
+5858|161|8|5|18|19100.88|0.00|0.07|A|F|1992-11-05|1992-10-08|1992-12-03|NONE|TRUCK|al excuses. bold|
+5858|154|9|6|7|7379.05|0.04|0.00|A|F|1992-09-14|1992-10-01|1992-10-01|TAKE BACK RETURN|RAIL|dly pending ac|
+5858|11|5|7|50|45550.50|0.06|0.00|R|F|1992-07-20|1992-10-07|1992-07-25|NONE|TRUCK|r the ironic ex|
+5859|175|4|1|50|53758.50|0.07|0.01|N|O|1997-07-08|1997-06-20|1997-07-27|COLLECT COD|MAIL|ly regular deposits use. ironic|
+5859|9|6|2|17|15453.00|0.03|0.03|N|O|1997-05-15|1997-06-30|1997-05-26|DELIVER IN PERSON|AIR|ly ironic requests. quickly unusual pin|
+5859|46|3|3|33|31219.32|0.10|0.04|N|O|1997-07-08|1997-06-22|1997-07-18|TAKE BACK RETURN|TRUCK|eposits unwind furiously final pinto bea|
+5859|93|4|4|40|39723.60|0.09|0.02|N|O|1997-08-05|1997-06-17|1997-08-20|NONE|REG AIR|l dependenci|
+5859|153|8|5|35|36860.25|0.00|0.08|N|O|1997-05-28|1997-07-14|1997-06-15|COLLECT COD|TRUCK|egular acco|
+5859|44|5|6|9|8496.36|0.01|0.02|N|O|1997-06-15|1997-06-06|1997-06-20|NONE|RAIL|ges boost quickly. blithely r|
+5859|191|5|7|27|29462.13|0.05|0.08|N|O|1997-07-30|1997-07-08|1997-08-08|NONE|MAIL| across th|
+5860|51|3|1|10|9510.50|0.04|0.04|A|F|1992-03-11|1992-03-30|1992-03-31|NONE|MAIL|ual patterns try to eat carefully above|
+5861|191|5|1|32|34918.08|0.00|0.03|N|O|1997-05-27|1997-05-29|1997-05-28|TAKE BACK RETURN|MAIL|nt asymptotes. carefully express request|
+5861|86|7|2|6|5916.48|0.10|0.03|N|O|1997-07-28|1997-05-18|1997-08-24|TAKE BACK RETURN|TRUCK|olites. slyly|
+5862|113|7|1|4|4052.44|0.09|0.06|N|O|1997-06-04|1997-04-26|1997-06-19|NONE|TRUCK|yly silent deposit|
+5862|2|7|2|29|26158.00|0.03|0.05|N|O|1997-04-02|1997-04-16|1997-04-04|NONE|FOB|e fluffily. furiously|
+5863|161|10|1|45|47752.20|0.07|0.06|A|F|1993-12-19|1994-01-25|1994-01-05|NONE|REG AIR| deposits are ab|
+5863|160|8|2|21|22263.36|0.09|0.03|R|F|1994-01-13|1994-01-09|1994-01-28|DELIVER IN PERSON|FOB|atelets nag blithely furi|
+5888|62|7|1|46|44254.76|0.02|0.00|N|O|1996-11-18|1996-11-05|1996-12-08|TAKE BACK RETURN|FOB|yly final accounts hag|
+5888|112|3|2|24|24290.64|0.03|0.01|N|O|1996-11-07|1996-11-30|1996-11-20|COLLECT COD|SHIP|ing to the spe|
+5889|77|7|1|17|16610.19|0.09|0.02|N|O|1995-07-01|1995-08-12|1995-07-25|NONE|AIR|blithely pending packages. flu|
+5890|113|4|1|38|38498.18|0.01|0.08|A|F|1993-02-14|1992-12-09|1993-02-27|COLLECT COD|FOB| accounts. carefully final asymptotes|
+5891|85|6|1|22|21671.76|0.00|0.06|R|F|1993-01-01|1993-02-18|1993-01-14|DELIVER IN PERSON|TRUCK|iresias cajole deposits. special, ir|
+5891|186|7|2|9|9775.62|0.03|0.07|R|F|1993-01-20|1993-02-27|1993-02-10|COLLECT COD|REG AIR|cajole carefully |
+5891|30|9|3|10|9300.30|0.08|0.01|A|F|1993-04-14|1993-02-07|1993-04-15|DELIVER IN PERSON|RAIL|nding requests. b|
+5892|148|9|1|7|7336.98|0.02|0.03|N|O|1995-06-26|1995-07-18|1995-07-25|COLLECT COD|AIR|e furiously. quickly even deposits da|
+5892|150|9|2|37|38855.55|0.09|0.06|N|O|1995-08-12|1995-06-11|1995-09-05|NONE|REG AIR|maintain. bold, expre|
+5892|3|4|3|28|25284.00|0.03|0.06|N|O|1995-08-16|1995-07-06|1995-08-22|DELIVER IN PERSON|MAIL|ithely unusual accounts will have to integ|
+5892|75|6|4|23|22426.61|0.08|0.04|R|F|1995-05-18|1995-07-06|1995-05-29|COLLECT COD|MAIL| foxes nag slyly about the qui|
+5893|134|10|1|43|44467.59|0.05|0.02|R|F|1992-11-02|1992-09-27|1992-11-21|TAKE BACK RETURN|RAIL|s. regular courts above the carefully silen|
+5893|2|9|2|2|1804.00|0.10|0.04|R|F|1992-07-18|1992-09-10|1992-08-12|NONE|RAIL|ckages wake sly|
+5894|8|5|1|23|20884.00|0.04|0.08|A|F|1994-09-05|1994-10-27|1994-09-13|NONE|TRUCK| furiously even deposits haggle alw|
+5894|79|8|2|48|46995.36|0.04|0.08|A|F|1994-09-04|1994-11-03|1994-09-17|NONE|TRUCK| asymptotes among the blithely silent |
+5895|15|9|1|38|34770.38|0.05|0.08|N|O|1997-04-05|1997-03-06|1997-05-03|DELIVER IN PERSON|RAIL|ts are furiously. regular, final excuses |
+5895|122|3|2|47|48039.64|0.04|0.06|N|O|1997-04-27|1997-03-17|1997-05-07|DELIVER IN PERSON|AIR|r packages wake carefull|
+5895|84|5|3|49|48219.92|0.03|0.07|N|O|1997-03-15|1997-02-17|1997-04-04|NONE|TRUCK|permanent foxes. packages|
+5895|146|7|4|31|32430.34|0.03|0.01|N|O|1997-03-03|1997-03-30|1997-03-08|TAKE BACK RETURN|TRUCK| final deposits nod slyly careful|
+5895|200|1|5|20|22004.00|0.07|0.00|N|O|1997-04-30|1997-02-07|1997-05-08|DELIVER IN PERSON|AIR|gular deposits wake blithely carefully fin|
+5895|78|7|6|15|14671.05|0.08|0.08|N|O|1997-04-19|1997-03-09|1997-05-13|TAKE BACK RETURN|RAIL|silent package|
+5920|187|8|1|50|54359.00|0.06|0.00|A|F|1995-03-13|1995-01-03|1995-03-31|TAKE BACK RETURN|RAIL|across the carefully pending platelets|
+5920|58|9|2|24|22993.20|0.01|0.05|A|F|1994-12-28|1995-01-21|1994-12-31|DELIVER IN PERSON|FOB|fully regular dolphins. furiousl|
+5920|117|1|3|2|2034.22|0.08|0.07|A|F|1995-02-18|1995-01-13|1995-03-04|NONE|SHIP| evenly spe|
+5920|12|2|4|28|25536.28|0.06|0.02|R|F|1994-12-17|1995-02-13|1994-12-31|NONE|SHIP|le slyly slyly even deposits. f|
+5920|100|4|5|42|42004.20|0.09|0.08|A|F|1994-12-18|1995-01-07|1995-01-14|COLLECT COD|AIR|lar, ironic dependencies sno|
+5921|99|3|1|44|43959.96|0.07|0.01|R|F|1994-07-14|1994-06-30|1994-07-15|NONE|TRUCK|ain about the special|
+5921|146|9|2|25|26153.50|0.06|0.01|A|F|1994-05-19|1994-06-15|1994-06-17|COLLECT COD|TRUCK|nd the slyly regular deposits. quick|
+5921|68|5|3|17|16457.02|0.06|0.01|R|F|1994-05-20|1994-05-26|1994-05-23|NONE|FOB|final asymptotes. even packages boost |
+5921|28|7|4|26|24128.52|0.03|0.04|A|F|1994-05-03|1994-07-06|1994-05-06|NONE|AIR|hy dependenc|
+5921|143|10|5|41|42768.74|0.04|0.02|R|F|1994-04-13|1994-05-31|1994-04-26|DELIVER IN PERSON|AIR|nusual, regular theodol|
+5921|115|6|6|5|5075.55|0.02|0.00|R|F|1994-06-01|1994-05-07|1994-06-10|COLLECT COD|TRUCK|eas cajole across the final, fi|
+5922|196|10|1|9|9865.71|0.07|0.00|N|O|1996-12-04|1997-01-20|1996-12-08|DELIVER IN PERSON|RAIL|haggle slyly even packages. packages|
+5922|157|2|2|37|39114.55|0.01|0.04|N|O|1996-12-19|1996-12-16|1997-01-15|COLLECT COD|RAIL|s wake slyly. requests cajole furiously asy|
+5922|90|1|3|35|34653.15|0.08|0.00|N|O|1996-12-12|1997-01-21|1997-01-01|DELIVER IN PERSON|SHIP|accounts. regu|
+5922|66|7|4|13|12558.78|0.08|0.07|N|O|1997-03-08|1996-12-26|1997-04-03|DELIVER IN PERSON|FOB|sly special accounts wake ironically.|
+5922|57|5|5|39|37324.95|0.04|0.07|N|O|1997-03-04|1997-01-17|1997-03-25|TAKE BACK RETURN|SHIP|e of the instructions. quick|
+5922|179|9|6|10|10791.70|0.04|0.01|N|O|1997-02-23|1996-12-26|1997-03-04|NONE|REG AIR|sly regular deposits haggle quickly ins|
+5923|177|8|1|27|29083.59|0.08|0.03|N|O|1997-08-16|1997-06-27|1997-08-29|DELIVER IN PERSON|RAIL|arefully i|
+5923|119|3|2|42|42802.62|0.01|0.08|N|O|1997-09-16|1997-07-23|1997-09-27|COLLECT COD|REG AIR|y regular theodolites w|
+5923|108|5|3|2|2016.20|0.06|0.05|N|O|1997-06-19|1997-07-31|1997-06-28|TAKE BACK RETURN|TRUCK|express patterns. even deposits|
+5923|174|4|4|46|49411.82|0.05|0.04|N|O|1997-07-29|1997-07-23|1997-08-23|COLLECT COD|SHIP|nto beans cajole blithe|
+5923|59|4|5|35|33566.75|0.04|0.05|N|O|1997-07-21|1997-07-11|1997-08-01|DELIVER IN PERSON|AIR|sts affix unusual, final requests. request|
+5924|176|5|1|38|40894.46|0.06|0.05|N|O|1995-12-17|1995-12-11|1996-01-06|TAKE BACK RETURN|AIR|ions cajole carefully along the |
+5924|53|1|2|49|46699.45|0.04|0.00|N|O|1995-10-25|1995-12-11|1995-11-08|NONE|MAIL|inly final excuses. blithely regular requ|
+5924|17|8|3|24|22008.24|0.09|0.08|N|O|1996-01-12|1995-12-13|1996-01-25|COLLECT COD|REG AIR| use carefully. special, e|
+5925|87|8|1|42|41457.36|0.05|0.02|N|O|1996-03-05|1996-01-13|1996-03-10|COLLECT COD|SHIP|to the furiously|
+5925|125|4|2|31|31778.72|0.03|0.03|N|O|1996-01-02|1995-12-14|1996-01-07|TAKE BACK RETURN|FOB|e slyly. furiously regular deposi|
+5925|89|10|3|50|49454.00|0.03|0.04|N|O|1996-02-14|1996-01-10|1996-02-15|NONE|TRUCK|es. stealthily express pains print bli|
+5925|54|9|4|30|28621.50|0.02|0.07|N|O|1996-02-21|1996-02-11|1996-03-10|NONE|TRUCK| the packa|
+5925|160|1|5|41|43466.56|0.00|0.06|N|O|1996-02-03|1995-12-24|1996-02-20|NONE|SHIP| across the pending deposits nag caref|
+5925|50|9|6|48|45602.40|0.02|0.00|N|O|1996-02-03|1996-01-19|1996-03-04|DELIVER IN PERSON|REG AIR| haggle after the fo|
+5926|90|1|1|8|7920.72|0.02|0.00|R|F|1994-07-17|1994-07-20|1994-08-11|COLLECT COD|MAIL|gle furiously express foxes. bo|
+5926|50|9|2|27|25651.35|0.09|0.05|A|F|1994-07-05|1994-08-11|1994-08-02|DELIVER IN PERSON|MAIL|ironic requests|
+5926|127|8|3|46|47247.52|0.01|0.03|R|F|1994-09-05|1994-08-12|1994-09-11|COLLECT COD|RAIL|ts integrate. courts haggl|
+5926|190|1|4|23|25074.37|0.01|0.02|A|F|1994-07-23|1994-08-10|1994-07-27|DELIVER IN PERSON|FOB|ickly special packages among |
+5927|90|1|1|44|43563.96|0.04|0.05|N|O|1997-11-29|1997-11-21|1997-12-13|DELIVER IN PERSON|TRUCK|rding to the special, final decoy|
+5927|115|2|2|8|8120.88|0.04|0.05|N|O|1997-09-24|1997-11-15|1997-10-22|TAKE BACK RETURN|SHIP|ilent dependencies nod c|
+5927|167|6|3|32|34149.12|0.10|0.07|N|O|1997-12-26|1997-10-27|1997-12-31|COLLECT COD|AIR|telets. carefully bold accounts was|
+5952|200|2|1|49|53909.80|0.10|0.02|N|O|1997-06-30|1997-07-10|1997-07-02|COLLECT COD|AIR|e furiously regular|
+5952|191|5|2|11|12003.09|0.10|0.05|N|O|1997-05-13|1997-06-04|1997-05-27|DELIVER IN PERSON|FOB|y nag blithely aga|
+5952|71|2|3|43|41756.01|0.01|0.01|N|O|1997-06-29|1997-06-06|1997-07-15|COLLECT COD|MAIL|posits sleep furiously quickly final p|
+5952|158|3|4|23|24337.45|0.00|0.07|N|O|1997-05-13|1997-06-27|1997-05-20|NONE|TRUCK|e blithely packages. eve|
+5953|129|10|1|36|37048.32|0.03|0.00|R|F|1992-05-28|1992-06-24|1992-05-29|DELIVER IN PERSON|FOB| cajole furio|
+5953|13|7|2|34|31042.34|0.03|0.04|A|F|1992-05-04|1992-06-12|1992-06-02|NONE|RAIL|hockey players use furiously against th|
+5953|162|9|3|5|5310.80|0.07|0.06|A|F|1992-04-10|1992-04-27|1992-04-14|NONE|SHIP|s. blithely |
+5953|169|8|4|23|24590.68|0.09|0.02|R|F|1992-06-05|1992-06-03|1992-06-29|TAKE BACK RETURN|FOB|he silent ideas. silent foxes po|
+5954|147|6|1|8|8377.12|0.03|0.00|A|F|1993-03-27|1993-01-22|1993-04-04|TAKE BACK RETURN|AIR|unusual th|
+5954|81|2|2|40|39243.20|0.02|0.01|A|F|1992-12-30|1993-01-16|1993-01-09|COLLECT COD|RAIL|iously ironic deposits after|
+5954|94|8|3|20|19881.80|0.09|0.07|A|F|1992-12-25|1993-02-05|1992-12-31|COLLECT COD|REG AIR| accounts wake carefu|
+5954|145|4|4|20|20902.80|0.00|0.01|R|F|1993-02-27|1993-01-04|1993-03-08|NONE|TRUCK|ke furiously blithely special packa|
+5954|100|4|5|35|35003.50|0.04|0.06|A|F|1993-03-17|1993-02-06|1993-04-10|NONE|SHIP|tions maintain slyly. furious|
+5954|193|5|6|39|42634.41|0.04|0.08|A|F|1993-02-27|1993-02-25|1993-03-29|DELIVER IN PERSON|REG AIR| always regular dolphins. furiously p|
+5955|140|1|1|14|14561.96|0.08|0.08|N|O|1995-06-22|1995-05-23|1995-06-24|DELIVER IN PERSON|TRUCK| unusual, bold theodolit|
+5955|62|7|2|15|14430.90|0.08|0.07|R|F|1995-04-22|1995-05-28|1995-04-27|NONE|FOB|y final accounts above the regu|
+5955|112|9|3|40|40484.40|0.03|0.00|R|F|1995-04-01|1995-06-11|1995-04-27|NONE|FOB|oss the fluffily regular|
+5956|155|3|1|10|10551.50|0.04|0.05|N|O|1998-07-27|1998-07-04|1998-08-21|NONE|MAIL|ic packages am|
+5956|55|7|2|23|21966.15|0.08|0.03|N|O|1998-06-06|1998-07-10|1998-06-15|DELIVER IN PERSON|RAIL|ly slyly special |
+5956|175|5|3|47|50532.99|0.04|0.06|N|O|1998-09-06|1998-06-29|1998-09-18|TAKE BACK RETURN|MAIL|lyly express theodol|
+5956|20|10|4|40|36800.80|0.09|0.05|N|O|1998-06-11|1998-07-19|1998-06-21|NONE|MAIL|final theodolites sleep carefully ironic c|
+5957|15|9|1|37|33855.37|0.07|0.00|A|F|1994-04-18|1994-02-19|1994-05-11|NONE|AIR| ideas use ruthlessly.|
+5957|59|4|2|46|44116.30|0.04|0.08|A|F|1994-01-23|1994-01-30|1994-02-07|NONE|SHIP|platelets. furiously unusual requests |
+5957|2|7|3|17|15334.00|0.01|0.01|A|F|1994-01-24|1994-02-16|1994-02-08|TAKE BACK RETURN|SHIP|. final, pending packages|
+5957|132|3|4|29|29931.77|0.01|0.03|R|F|1994-02-24|1994-03-04|1994-03-08|COLLECT COD|REG AIR|sits. final, even asymptotes cajole quickly|
+5957|88|9|5|40|39523.20|0.04|0.04|R|F|1994-01-07|1994-02-05|1994-01-26|DELIVER IN PERSON|SHIP|ironic asymptotes sleep blithely again|
+5957|6|1|6|41|37146.00|0.10|0.07|R|F|1994-03-25|1994-02-20|1994-03-31|DELIVER IN PERSON|MAIL|es across the regular requests maint|
+5957|159|1|7|32|33892.80|0.10|0.07|A|F|1994-03-05|1994-02-20|1994-03-09|NONE|TRUCK| boost carefully across the |
+5958|149|8|1|33|34621.62|0.02|0.04|N|O|1995-09-24|1995-12-12|1995-10-05|COLLECT COD|MAIL|lar, regular accounts wake furi|
+5958|43|6|2|23|21689.92|0.03|0.04|N|O|1995-09-26|1995-10-19|1995-09-27|COLLECT COD|SHIP|regular requests. bold, bold deposits unwin|
+5958|153|8|3|42|44232.30|0.10|0.00|N|O|1995-12-12|1995-10-19|1996-01-09|NONE|AIR|n accounts. final, ironic packages |
+5958|39|10|4|18|16902.54|0.04|0.05|N|O|1995-12-02|1995-10-17|1995-12-22|COLLECT COD|FOB|regular requests haggle|
+5958|132|8|5|32|33028.16|0.06|0.00|N|O|1995-09-20|1995-12-10|1995-10-14|COLLECT COD|REG AIR|e carefully special theodolites. carefully |
+5959|135|1|1|49|50721.37|0.07|0.03|R|F|1992-07-16|1992-08-09|1992-08-14|DELIVER IN PERSON|SHIP|usual packages haggle slyly pi|
+5959|147|8|2|17|17801.38|0.09|0.07|R|F|1992-06-10|1992-07-06|1992-06-23|COLLECT COD|MAIL|ackages. blithely ex|
+5959|5|6|3|4|3620.00|0.04|0.03|R|F|1992-06-14|1992-07-05|1992-07-01|NONE|MAIL|gular requests ar|
+5959|196|7|4|13|14250.47|0.03|0.00|A|F|1992-07-29|1992-07-13|1992-08-20|COLLECT COD|SHIP|ar forges. deposits det|
+5959|40|6|5|37|34781.48|0.04|0.01|R|F|1992-06-05|1992-07-18|1992-06-29|NONE|TRUCK|endencies. brai|
+5959|119|3|6|35|35668.85|0.03|0.00|A|F|1992-05-27|1992-06-19|1992-06-23|NONE|TRUCK|ely silent deposits. |
+5959|43|10|7|47|44322.88|0.02|0.01|R|F|1992-08-28|1992-07-24|1992-09-09|TAKE BACK RETURN|RAIL|deposits. slyly special cou|
+5984|70|5|1|13|12610.91|0.06|0.07|R|F|1994-10-16|1994-09-06|1994-11-11|NONE|MAIL|lar platelets. f|
+5984|102|3|2|25|25052.50|0.05|0.08|R|F|1994-10-06|1994-07-21|1994-10-28|COLLECT COD|RAIL|gular accounts. even packages nag slyly|
+5984|1|4|3|8|7208.00|0.10|0.00|R|F|1994-09-17|1994-08-28|1994-09-25|COLLECT COD|RAIL|its. express,|
+5984|190|1|4|35|38156.65|0.00|0.01|A|F|1994-08-25|1994-08-05|1994-08-31|DELIVER IN PERSON|SHIP|le fluffily regula|
+5985|86|7|1|4|3944.32|0.02|0.02|A|F|1995-05-04|1995-04-01|1995-05-17|DELIVER IN PERSON|MAIL|ole along the quickly slow d|
+5986|79|7|1|26|25455.82|0.00|0.00|R|F|1992-08-10|1992-05-23|1992-08-24|TAKE BACK RETURN|SHIP|e fluffily ironic ideas. silent |
+5986|196|8|2|25|27404.75|0.03|0.06|A|F|1992-06-16|1992-07-17|1992-06-29|TAKE BACK RETURN|MAIL| instructions. slyly regular de|
+5986|30|5|3|1|930.03|0.07|0.06|A|F|1992-05-21|1992-06-21|1992-05-24|DELIVER IN PERSON|REG AIR|fix quickly quickly final deposits. fluffil|
+5986|90|1|4|31|30692.79|0.00|0.03|A|F|1992-08-21|1992-06-29|1992-09-14|NONE|AIR|structions! furiously pending instructi|
+5986|136|7|5|6|6216.78|0.05|0.02|A|F|1992-07-16|1992-06-10|1992-07-29|DELIVER IN PERSON|RAIL|al foxes within the slyly speci|
+5987|23|2|1|1|923.02|0.01|0.04|N|O|1996-09-13|1996-10-29|1996-09-21|DELIVER IN PERSON|REG AIR|refully final excuses haggle furiously ag|
+5987|176|5|2|20|21523.40|0.10|0.06|N|O|1996-11-28|1996-09-17|1996-12-05|TAKE BACK RETURN|RAIL|ing excuses nag quickly always bold|
+5987|92|3|3|43|42659.87|0.08|0.04|N|O|1996-10-30|1996-10-13|1996-11-12|NONE|AIR|theodolites wake above the furiously b|
+5987|97|1|4|37|36892.33|0.08|0.08|N|O|1996-10-15|1996-10-27|1996-11-09|NONE|MAIL|le furiously carefully special |
+5988|172|1|1|41|43958.97|0.08|0.03|R|F|1994-01-20|1994-02-06|1994-02-10|COLLECT COD|AIR|the pending, express reque|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/nation.tbl b/algebricks/algebricks-tests/data/tpch0.001/nation.tbl
new file mode 100644
index 0000000..ed3fd5b
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/nation.tbl
@@ -0,0 +1,25 @@
+0|ALGERIA|0| haggle. carefully final deposits detect slyly agai|
+1|ARGENTINA|1|al foxes promise slyly according to the regular accounts. bold requests alon|
+2|BRAZIL|1|y alongside of the pending deposits. carefully special packages are about the ironic forges. slyly special |
+3|CANADA|1|eas hang ironic, silent packages. slyly regular packages are furiously over the tithes. fluffily bold|
+4|EGYPT|4|y above the carefully unusual theodolites. final dugouts are quickly across the furiously regular d|
+5|ETHIOPIA|0|ven packages wake quickly. regu|
+6|FRANCE|3|refully final requests. regular, ironi|
+7|GERMANY|3|l platelets. regular accounts x-ray: unusual, regular acco|
+8|INDIA|2|ss excuses cajole slyly across the packages. deposits print aroun|
+9|INDONESIA|2| slyly express asymptotes. regular deposits haggle slyly. carefully ironic hockey players sleep blithely. carefull|
+10|IRAN|4|efully alongside of the slyly final dependencies. |
+11|IRAQ|4|nic deposits boost atop the quickly final requests? quickly regula|
+12|JAPAN|2|ously. final, express gifts cajole a|
+13|JORDAN|4|ic deposits are blithely about the carefully regular pa|
+14|KENYA|0| pending excuses haggle furiously deposits. pending, express pinto beans wake fluffily past t|
+15|MOROCCO|0|rns. blithely bold courts among the closely regular packages use furiously bold platelets?|
+16|MOZAMBIQUE|0|s. ironic, unusual asymptotes wake blithely r|
+17|PERU|1|platelets. blithely pending dependencies use fluffily across the even pinto beans. carefully silent accoun|
+18|CHINA|2|c dependencies. furiously express notornis sleep slyly regular accounts. ideas sleep. depos|
+19|ROMANIA|3|ular asymptotes are about the furious multipliers. express dependencies nag above the ironically ironic account|
+20|SAUDI ARABIA|4|ts. silent requests haggle. closely express packages sleep across the blithely|
+21|VIETNAM|2|hely enticingly express accounts. even, final |
+22|RUSSIA|3| requests against the platelets use never according to the quickly regular pint|
+23|UNITED KINGDOM|3|eans boost carefully special requests. accounts are. carefull|
+24|UNITED STATES|1|y final packages. slow foxes cajole quickly. quickly silent platelets breach ironic accounts. unusual pinto be|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/orders-part1.tbl b/algebricks/algebricks-tests/data/tpch0.001/orders-part1.tbl
new file mode 100644
index 0000000..ed78053
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/orders-part1.tbl
@@ -0,0 +1,750 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|
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+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|
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+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|
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+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|
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+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|
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+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|
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+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|
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+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/orders-part2.tbl b/algebricks/algebricks-tests/data/tpch0.001/orders-part2.tbl
new file mode 100644
index 0000000..7e35045
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/orders-part2.tbl
@@ -0,0 +1,750 @@
+2983|62|F|58168.07|1992-01-07|1-URGENT|Clerk#000000278|0|r the even requests. accounts maintain. regular accounts|
+3008|40|O|156018.74|1995-11-08|3-MEDIUM|Clerk#000000701|0|ze quickly. blithely regular packages above the slyly bold foxes shall|
+3009|55|O|108424.94|1997-02-28|1-URGENT|Clerk#000000205|0|r ideas. carefully pe|
+3010|8|O|141647.08|1996-01-26|2-HIGH|Clerk#000000931|0| blithely final requests. special deposits are slyl|
+3011|91|F|46418.85|1992-01-14|5-LOW|Clerk#000000515|0|onic deposits kindle slyly. dependencies around the quickly iro|
+3012|32|F|91678.66|1993-05-05|1-URGENT|Clerk#000000414|0|ts after the regular pinto beans impress blithely s|
+3013|143|O|156407.40|1997-02-05|5-LOW|Clerk#000000591|0|the furiously pendin|
+3014|29|F|194159.59|1992-10-30|4-NOT SPECIFIED|Clerk#000000476|0|ep blithely according to the blith|
+3015|103|F|110826.83|1992-09-27|5-LOW|Clerk#000000013|0|ously regular deposits affix carefully. furiousl|
+3040|112|F|119201.64|1993-04-12|3-MEDIUM|Clerk#000000544|0|carefully special packages. blithe|
+3041|113|O|23039.46|1997-06-03|5-LOW|Clerk#000000092|0|s. unusual, pending deposits use carefully. thinly final|
+3042|20|F|104523.03|1994-11-21|3-MEDIUM|Clerk#000000573|0| the slyly ironic depo|
+3043|44|F|78221.69|1992-04-25|5-LOW|Clerk#000000137|0|cajole blithely furiously fina|
+3044|53|O|52433.54|1996-04-03|2-HIGH|Clerk#000000008|0|cajole final courts. ironic deposits about the quickly final re|
+3045|50|O|85822.67|1995-09-27|1-URGENT|Clerk#000000405|0| express courts sleep quickly special asymptotes. |
+3046|32|O|117817.52|1995-11-30|2-HIGH|Clerk#000000522|0|r deposits. platelets use furi|
+3047|25|O|37881.31|1997-03-21|1-URGENT|Clerk#000000962|0|as. slyly express deposits are dogged pearls. silent ide|
+3072|23|F|87475.82|1994-01-30|4-NOT SPECIFIED|Clerk#000000370|0|ely final deposits cajole carefully. ironic, re|
+3073|136|F|151419.50|1994-01-08|3-MEDIUM|Clerk#000000404|0|kly slyly bold accounts. express courts near the regular ideas sleep bli|
+3074|67|F|85861.93|1992-11-01|5-LOW|Clerk#000000546|0|yly even asymptotes shall have to haggle fluffily. deposits are|
+3075|127|F|37696.70|1994-05-07|3-MEDIUM|Clerk#000000433|0|ackages: carefully unusual reques|
+3076|92|F|93828.15|1993-07-23|2-HIGH|Clerk#000000099|0|busy foxes. deposits affix quickly ironic, pending pint|
+3077|121|O|99290.01|1997-08-06|2-HIGH|Clerk#000000228|0|kly. fluffily ironic requests use qui|
+3078|49|F|46310.83|1993-02-12|2-HIGH|Clerk#000000110|0|ounts are alongside of the blith|
+3079|100|O|148299.05|1997-09-12|5-LOW|Clerk#000000505|0|lly ironic accounts|
+3104|70|F|102693.61|1993-09-16|3-MEDIUM|Clerk#000000871|0|ges boost-- regular accounts are furiousl|
+3105|137|O|125396.80|1996-11-13|4-NOT SPECIFIED|Clerk#000000772|0|s. blithely final ins|
+3106|145|O|132494.97|1997-01-12|3-MEDIUM|Clerk#000000729|0|its use slyly final theodolites; regular dolphins hang above t|
+3107|26|O|107406.26|1997-08-21|1-URGENT|Clerk#000000669|0|ously even deposits acr|
+3108|85|F|63278.00|1993-08-05|1-URGENT|Clerk#000000574|0|s packages haggle furiously am|
+3109|124|F|216104.85|1993-07-24|5-LOW|Clerk#000000936|0|bold requests sleep quickly according to the slyly final|
+3110|88|F|115161.29|1994-12-17|2-HIGH|Clerk#000000564|0|round the fluffy instructions. carefully silent packages cajol|
+3111|133|O|154383.37|1995-08-25|5-LOW|Clerk#000000922|0|slyly regular theodolites. furious deposits cajole deposits. ironic theodoli|
+3136|23|F|145426.11|1994-08-10|4-NOT SPECIFIED|Clerk#000000891|0|tructions sleep slyly. pending di|
+3137|136|O|8958.65|1995-07-26|3-MEDIUM|Clerk#000000063|0|ymptotes wake carefully above t|
+3138|139|F|139579.18|1994-02-09|4-NOT SPECIFIED|Clerk#000000650|0|e fluffily final theodolites. even dependencies wake along the quickly ir|
+3139|17|F|40975.96|1992-01-02|3-MEDIUM|Clerk#000000855|0|ounts against the ruthlessly unusual dolphins|
+3140|145|F|54356.10|1992-04-09|1-URGENT|Clerk#000000670|0|carefully ironic deposits use furiously. blith|
+3141|26|O|115959.96|1995-11-10|1-URGENT|Clerk#000000475|0|es. furiously bold instructions after the carefully final p|
+3142|8|F|16030.15|1992-06-28|3-MEDIUM|Clerk#000000043|0|usual accounts about the carefully special requests sleep slyly quickly regul|
+3143|107|F|135647.68|1993-02-17|1-URGENT|Clerk#000000519|0| are final, ironic accounts. ironic |
+3168|136|F|69412.71|1992-01-30|5-LOW|Clerk#000000352|0|s sleep slyly? ironic, furious instructions detect. quickly final i|
+3169|19|F|126804.90|1993-12-21|3-MEDIUM|Clerk#000000252|0| even pinto beans are blithely special, special multip|
+3170|5|O|190142.17|1997-11-09|1-URGENT|Clerk#000000288|0|requests. furiously bold|
+3171|47|F|84405.78|1993-04-06|5-LOW|Clerk#000000940|0|ar deposits. idly r|
+3172|89|F|121360.83|1992-06-03|4-NOT SPECIFIED|Clerk#000000771|0|es. slyly ironic packages x-ra|
+3173|148|O|64892.73|1996-08-10|5-LOW|Clerk#000000516|0|ial requests lose along t|
+3174|127|O|92856.91|1995-11-15|5-LOW|Clerk#000000663|0|rts. silent, regular pinto beans are blithely regular packages. furiousl|
+3175|44|F|205282.63|1994-07-15|5-LOW|Clerk#000000629|0| across the slyly even realms use carefully ironic deposits: sl|
+3200|13|O|131103.31|1996-02-07|1-URGENT|Clerk#000000020|0| regular dependencies impress evenly even excuses. blithely |
+3201|97|F|90755.31|1993-07-02|4-NOT SPECIFIED|Clerk#000000738|0|. busy, express instruction|
+3202|88|F|50601.01|1992-12-24|5-LOW|Clerk#000000067|0|fluffily express requests affix carefully around th|
+3203|127|O|49357.72|1997-11-05|2-HIGH|Clerk#000000493|0|e furiously silent warhorses. slyly silent deposits wake bli|
+3204|10|F|41573.42|1992-12-26|1-URGENT|Clerk#000000693|0|ess somas cajole slyly. pending accounts cajole|
+3205|148|F|153637.79|1992-04-11|5-LOW|Clerk#000000803|0|e furiously. quickly regular dinos about the final pinto be|
+3206|122|O|64344.86|1996-08-09|1-URGENT|Clerk#000000755|0|ntegrate furiously final, express |
+3207|22|O|133038.59|1998-02-16|1-URGENT|Clerk#000000695|0|uriously accounts. fluffily i|
+3232|82|F|55619.01|1992-10-09|1-URGENT|Clerk#000000314|0|yly final accounts. packages agains|
+3233|140|F|54121.92|1994-10-24|5-LOW|Clerk#000000470|0|ly ironic epitaphs use stealthy, express deposits. quickly regular instruct|
+3234|14|O|147343.68|1996-04-05|4-NOT SPECIFIED|Clerk#000000367|0|ents according to the dependencies will sleep after the blithely even p|
+3235|46|O|104695.09|1995-11-15|5-LOW|Clerk#000000349|0| quickly pinto beans. ironi|
+3236|142|O|39470.39|1996-11-06|4-NOT SPECIFIED|Clerk#000000553|0|ithely slyly pending req|
+3237|19|F|10508.12|1992-06-03|1-URGENT|Clerk#000000606|0|inal requests. slyly even foxes detect about the furiously exp|
+3238|61|F|41375.69|1993-02-21|5-LOW|Clerk#000000818|0|lly express deposits are. furiously unusual ideas wake carefully somas. instr|
+3239|35|O|156802.80|1998-01-12|4-NOT SPECIFIED|Clerk#000000619|0| cajole carefully along the furiously pending deposits. |
+3264|94|O|162634.53|1996-11-02|5-LOW|Clerk#000000244|0|carefully. express, bold|
+3265|53|F|43315.15|1992-06-27|1-URGENT|Clerk#000000265|0|re quickly quickly pe|
+3266|4|P|68309.28|1995-03-17|5-LOW|Clerk#000000545|0|refully ironic instructions. slyly final pi|
+3267|112|O|33998.90|1997-01-07|5-LOW|Clerk#000000484|0| the packages. regular decoys about the bold dependencies grow fi|
+3268|142|F|36024.96|1994-06-25|5-LOW|Clerk#000000746|0|y brave requests unwind furiously accordin|
+3269|17|O|218697.85|1996-03-01|3-MEDIUM|Clerk#000000378|0|ts. accounts wake carefully. carefully dogged accounts wake slyly slyly i|
+3270|38|O|166669.86|1997-05-28|1-URGENT|Clerk#000000375|0|uffily pending courts ca|
+3271|34|F|86534.05|1992-01-01|1-URGENT|Clerk#000000421|0|s. furiously regular requests|
+3296|148|F|187553.35|1994-10-19|3-MEDIUM|Clerk#000000991|0|as! carefully final requests wake. furiously even|
+3297|139|F|9679.45|1992-11-03|2-HIGH|Clerk#000000220|0| after the theodolites cajole carefully according to the finally|
+3298|116|O|62716.67|1996-04-17|5-LOW|Clerk#000000241|0|even accounts boost |
+3299|91|F|42867.92|1993-12-26|3-MEDIUM|Clerk#000000853|0|bold deposits. special instructions sleep care|
+3300|118|O|27049.22|1995-07-15|5-LOW|Clerk#000000198|0|ses. carefully unusual instructions must have to detect about the blithel|
+3301|133|F|48497.09|1994-09-04|4-NOT SPECIFIED|Clerk#000000325|0|ular gifts impress enticingly carefully express deposits; instructions boo|
+3302|34|O|38330.42|1995-11-14|2-HIGH|Clerk#000000367|0|eep blithely ironic requests. quickly even courts haggle slyly|
+3303|145|O|97758.28|1997-12-14|4-NOT SPECIFIED|Clerk#000000661|0|nto beans sleep furiously above the carefully ironic |
+3328|7|F|139580.85|1992-11-19|5-LOW|Clerk#000000384|0|ake among the express accounts? carefully ironic packages cajole never.|
+3329|4|O|46107.70|1995-07-03|2-HIGH|Clerk#000000236|0|old deposits. special accounts haggle furiousl|
+3330|7|F|43255.19|1994-12-19|1-URGENT|Clerk#000000124|0|kages use. carefully regular deposits cajole carefully about |
+3331|91|F|65189.17|1993-05-21|2-HIGH|Clerk#000000901|0|uffily carefully sly accounts. blithely unu|
+3332|143|F|73739.06|1994-11-05|1-URGENT|Clerk#000000840|0|ans detect carefully furiously final deposits: regular accoun|
+3333|92|F|197973.22|1992-09-16|4-NOT SPECIFIED|Clerk#000000157|0|ctions boost slyly quickly even accounts. deposits along|
+3334|76|O|28930.68|1996-02-18|5-LOW|Clerk#000000532|0|ounts maintain carefully. furiously close request|
+3335|49|O|112603.34|1995-10-15|3-MEDIUM|Clerk#000000694|0| deposits poach. ironic ideas about the carefully ironi|
+3360|103|O|168750.48|1998-01-23|5-LOW|Clerk#000000254|0| the deposits. fluffily bold requests cajole regula|
+3361|49|F|75026.51|1992-08-23|4-NOT SPECIFIED|Clerk#000000577|0|unts detect furiously instructions. slow deposi|
+3362|140|O|183176.60|1995-07-29|5-LOW|Clerk#000000011|0|the quickly pending deposits. silent, ev|
+3363|52|O|91017.61|1995-09-23|2-HIGH|Clerk#000000615|0|posits. ironic, final deposits are furiously slyly pending |
+3364|46|O|108412.57|1997-06-21|1-URGENT|Clerk#000000280|0|y even foxes? blithely stea|
+3365|82|F|174634.12|1994-11-09|2-HIGH|Clerk#000000126|0|he slyly regular foxes nag about the accounts. fluffily |
+3366|52|O|13603.08|1997-05-18|1-URGENT|Clerk#000000160|0| pinto beans upon the quickly expres|
+3367|73|F|101339.68|1992-12-31|4-NOT SPECIFIED|Clerk#000000029|0|efully blithely ironic pinto beans. carefully close |
+3392|74|O|96057.42|1995-10-28|1-URGENT|Clerk#000000325|0|es thrash blithely depths. bold multipliers wake f|
+3393|98|O|183104.71|1995-07-04|2-HIGH|Clerk#000000076|0|even requests. excuses are carefully deposits. fluf|
+3394|149|O|162165.94|1996-05-05|4-NOT SPECIFIED|Clerk#000000105|0| blithely among the attainments. carefully final accounts nag blit|
+3395|149|F|141486.77|1994-10-30|4-NOT SPECIFIED|Clerk#000000682|0|ideas haggle beside the ev|
+3396|149|F|196443.16|1994-05-21|3-MEDIUM|Clerk#000000868|0|uffily regular platelet|
+3397|130|F|80084.61|1994-06-23|3-MEDIUM|Clerk#000000048|0|yly. final deposits wake f|
+3398|67|O|1147.42|1996-09-23|1-URGENT|Clerk#000000818|0|uthless, special courts atop the unusual accounts grow fur|
+3399|122|P|56938.16|1995-02-28|4-NOT SPECIFIED|Clerk#000000575|0|the carefully sly accounts. regular, pending theodolites wa|
+3424|103|O|42410.57|1996-08-21|1-URGENT|Clerk#000000190|0|ven requests are quickly pending accounts. blithely furious requests |
+3425|115|O|157040.57|1996-03-31|4-NOT SPECIFIED|Clerk#000000188|0|ions. deposits nag blithely alongside of the carefully f|
+3426|53|O|91929.93|1996-10-16|3-MEDIUM|Clerk#000000283|0|alongside of the slyly|
+3427|4|O|133451.14|1997-05-29|4-NOT SPECIFIED|Clerk#000000404|0|y final pinto beans snooze fluffily bold asymptot|
+3428|10|O|88047.04|1996-04-07|5-LOW|Clerk#000000953|0|lar excuses. slyly pending ideas detect p|
+3429|146|O|141902.54|1997-01-06|4-NOT SPECIFIED|Clerk#000000737|0|l deposits cajole furiously enticing deposits. blithe packages haggle careful|
+3430|113|F|161066.22|1994-12-12|4-NOT SPECIFIED|Clerk#000000664|0| regular attainments are at the final foxes. final packages along the blithe|
+3431|47|F|45536.27|1993-08-22|1-URGENT|Clerk#000000439|0| sleep. slyly busy Tiresias a|
+3456|46|F|32796.35|1993-06-01|5-LOW|Clerk#000000924|0|es promise slyly. ironicall|
+3457|25|P|174223.20|1995-04-27|4-NOT SPECIFIED|Clerk#000000849|0|ely thin asymptotes. deposits kindle. pending|
+3458|95|F|153069.14|1994-12-22|2-HIGH|Clerk#000000392|0|rges snooze. slyly unusua|
+3459|119|F|127134.05|1994-07-28|4-NOT SPECIFIED|Clerk#000000777|0|n instructions? carefully regular excuses are blithely. silent, ironi|
+3460|82|O|245976.74|1995-10-03|2-HIGH|Clerk#000000078|0|ans integrate carefu|
+3461|100|F|190960.69|1993-01-31|1-URGENT|Clerk#000000504|0|al, bold deposits cajole fluffily fluffily final foxes. pending ideas beli|
+3462|133|O|63590.17|1997-05-17|3-MEDIUM|Clerk#000000657|0|uriously express asympto|
+3463|89|F|85255.56|1993-08-18|1-URGENT|Clerk#000000545|0|ding to the carefully ironic deposits|
+3488|148|F|92716.17|1995-01-08|3-MEDIUM|Clerk#000000694|0|cording to the carefully regular deposits. re|
+3489|109|F|62453.97|1993-07-29|3-MEDIUM|Clerk#000000307|0|s detect. carefully even platelets across the fur|
+3490|91|O|100106.96|1997-05-26|5-LOW|Clerk#000000703|0|gular ideas. furiously silent deposits across the unusual accounts boost i|
+3491|83|O|50287.06|1998-06-24|1-URGENT|Clerk#000000560|0|nic orbits believe carefully across the |
+3492|103|F|168721.45|1994-11-24|5-LOW|Clerk#000000066|0|packages along the regular foxes lose final dependencie|
+3493|82|F|41686.10|1993-08-24|2-HIGH|Clerk#000000887|0|lyly special accounts use blithely across the furiously sil|
+3494|49|F|136058.70|1993-04-04|5-LOW|Clerk#000000559|0|r instructions haggle. accounts cajole. carefully final requests at the |
+3495|31|O|58666.79|1996-02-26|2-HIGH|Clerk#000000441|0|nticing excuses are carefully|
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+3521|7|F|142029.67|1992-10-26|5-LOW|Clerk#000000812|0|y even instructions cajole carefully above the bli|
+3522|26|F|151515.08|1994-09-26|5-LOW|Clerk#000000250|0|deposits-- slyly stealthy requests boost caref|
+3523|149|O|129657.08|1998-04-07|2-HIGH|Clerk#000000688|0|are on the carefully even depe|
+3524|94|F|22767.49|1992-05-03|2-HIGH|Clerk#000000607|0|efully unusual tithes among the foxes use blithely daringly bold deposits. re|
+3525|109|O|100749.60|1995-12-22|4-NOT SPECIFIED|Clerk#000000084|0|s nag among the blithely e|
+3526|56|F|53827.34|1995-03-16|5-LOW|Clerk#000000364|0|to the quickly special deposits print agai|
+3527|56|O|145232.09|1997-06-21|5-LOW|Clerk#000000874|0|regular ideas across the quickly bold theodo|
+3552|35|O|103656.44|1997-04-23|2-HIGH|Clerk#000000973|0| the ironic packages. furiously |
+3553|91|F|119838.14|1994-05-18|3-MEDIUM|Clerk#000000270|0|counts mold furiously. slyly i|
+3554|44|O|98335.61|1995-06-17|5-LOW|Clerk#000000931|0|hely ironic requests haggl|
+3555|46|O|134442.37|1996-07-07|5-LOW|Clerk#000000585|0|s nag carefully regular, even pinto be|
+3556|16|F|114681.55|1992-09-23|4-NOT SPECIFIED|Clerk#000000140|0|e. dependencies need to haggle alongs|
+3557|121|F|85477.89|1992-11-09|2-HIGH|Clerk#000000291|0|ithely courts. furi|
+3558|28|O|112912.00|1996-02-29|1-URGENT|Clerk#000000841|0|around the furiously even requests. quickl|
+3559|106|F|30722.49|1992-10-24|3-MEDIUM|Clerk#000000634|0|sly deposits. fluffily final ideas cajole careful|
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+3587|79|O|174798.97|1996-05-10|4-NOT SPECIFIED|Clerk#000000443|0|ular patterns detect |
+3588|119|F|207925.83|1995-03-19|4-NOT SPECIFIED|Clerk#000000316|0|ong the pains. evenly unusual |
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+3590|149|P|218482.70|1995-05-13|5-LOW|Clerk#000000986|0|lyly final deposits.|
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+3618|10|O|136954.81|1997-12-13|3-MEDIUM|Clerk#000000894|0|. ideas run carefully. thin, pending |
+3619|149|O|222274.54|1996-11-20|2-HIGH|Clerk#000000211|0|uests mold after the blithely ironic excuses. slyly pending pa|
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+3621|142|F|106150.05|1993-05-06|3-MEDIUM|Clerk#000000643|0|kly unusual deposits. qu|
+3622|91|O|109202.90|1995-11-27|5-LOW|Clerk#000000012|0|c deposits are fluffily about the blithely final theo|
+3623|4|O|175017.68|1996-12-26|1-URGENT|Clerk#000000184|0|- ironic excuses boost quickly in place |
+3648|125|F|180417.11|1993-06-17|5-LOW|Clerk#000000717|0|foxes. unusual deposits boost quickly. slyly regular asymptotes across t|
+3649|40|F|124470.32|1994-07-06|5-LOW|Clerk#000000349|0|taphs boost above the final p|
+3650|46|F|189547.57|1992-05-28|4-NOT SPECIFIED|Clerk#000000454|0|kages sleep fluffily slyly|
+3651|100|O|113191.45|1998-04-27|1-URGENT|Clerk#000000222|0|ly unusual deposits thrash quickly after the ideas.|
+3652|107|O|107732.23|1997-02-25|4-NOT SPECIFIED|Clerk#000000024|0|sly even requests after the |
+3653|40|F|142866.39|1994-03-27|1-URGENT|Clerk#000000402|0| pearls. bold accounts are along the ironic,|
+3654|7|F|222653.54|1992-06-03|5-LOW|Clerk#000000475|0|s cajole slyly carefully special theodolites. even deposits haggl|
+3655|49|F|74882.22|1992-10-06|1-URGENT|Clerk#000000815|0|er the carefully unusual deposits sleep quickly according to|
+3680|127|F|124402.59|1992-12-10|4-NOT SPECIFIED|Clerk#000000793|0|ular platelets. carefully regular packages cajole blithely al|
+3681|52|F|36889.65|1992-04-04|1-URGENT|Clerk#000000566|0|. ironic deposits against the ironic, regular frets use pending plat|
+3682|32|O|67525.43|1997-01-22|2-HIGH|Clerk#000000001|0|es haggle carefully. decoys nag |
+3683|88|F|99960.46|1993-03-04|2-HIGH|Clerk#000000248|0|ze across the express foxes. carefully special acco|
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+3685|16|F|154958.89|1992-01-17|3-MEDIUM|Clerk#000000954|0| sleep fluffily special ide|
+3686|40|O|82190.77|1998-07-07|2-HIGH|Clerk#000000175|0|s. furiously final pinto beans poach carefully among |
+3687|43|F|99851.38|1993-02-03|1-URGENT|Clerk#000000585|0|gular accounts. slyly regular instructions can are final ide|
+3712|64|F|127527.05|1992-01-02|2-HIGH|Clerk#000000032|0| promise according |
+3713|149|O|215342.63|1998-05-07|3-MEDIUM|Clerk#000000325|0|s haggle quickly. ironic, regular Tiresi|
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+3715|65|O|64000.93|1996-03-18|1-URGENT|Clerk#000000463|0| always silent requests wake pinto beans. slyly pending foxes are aga|
+3716|43|O|146221.66|1997-08-19|4-NOT SPECIFIED|Clerk#000000748|0| pending ideas haggle. ironic,|
+3717|28|O|176525.53|1998-06-03|4-NOT SPECIFIED|Clerk#000000974|0|t the carefully even ideas use sp|
+3718|31|O|63195.54|1996-10-23|2-HIGH|Clerk#000000016|0|refully. furiously final packages use carefully slyly pending deposits! final,|
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+3745|112|F|19405.73|1993-09-29|5-LOW|Clerk#000000181|0|ckages poach slyly against the foxes. slyly ironic instructi|
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+3747|149|O|204355.65|1996-08-20|1-URGENT|Clerk#000000226|0|refully across the final theodolites. carefully bold accounts cajol|
+3748|53|O|83804.38|1998-02-28|1-URGENT|Clerk#000000156|0|slyly special packages|
+3749|38|P|87073.89|1995-02-24|3-MEDIUM|Clerk#000000639|0|y regular instructions haggle blithel|
+3750|97|P|177181.67|1995-04-30|3-MEDIUM|Clerk#000000885|0|y. express, even packages wake after the ide|
+3751|10|F|202917.72|1994-04-27|4-NOT SPECIFIED|Clerk#000000925|0|sheaves. express, unusual t|
+3776|85|F|150349.92|1992-11-20|2-HIGH|Clerk#000000698|0|efully even platelets slee|
+3777|28|F|82467.29|1994-04-08|3-MEDIUM|Clerk#000000941|0| regular, special dolphins cajole enticingly ca|
+3778|106|F|221036.31|1993-05-26|1-URGENT|Clerk#000000187|0| above the express requests. packages maintain fluffily according to|
+3779|74|O|31538.94|1997-01-05|4-NOT SPECIFIED|Clerk#000000670|0| against the deposits. quickly bold instructions x-ray. pending fox|
+3780|41|O|65385.42|1996-04-13|5-LOW|Clerk#000000967|0| around the brave, pendin|
+3781|139|O|133864.82|1996-06-20|1-URGENT|Clerk#000000394|0|yly after the ruthless packages. pinto beans use slyly: never ironic dependenc|
+3782|65|O|145096.17|1996-08-24|1-URGENT|Clerk#000000121|0|counts are. pending, regular asym|
+3783|44|F|155017.92|1993-12-06|4-NOT SPECIFIED|Clerk#000000614|0| along the pinto beans. special packages use. regular theo|
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+3810|100|F|124675.27|1992-09-17|1-URGENT|Clerk#000000660|0|ters sleep across the carefully final |
+3811|80|O|154967.89|1998-04-16|3-MEDIUM|Clerk#000000290|0|sits wake slyly abo|
+3812|41|O|70502.52|1996-08-13|3-MEDIUM|Clerk#000000727|0|al, final requests cajole|
+3813|146|O|77247.05|1998-06-29|1-URGENT|Clerk#000000531|0|g the furiously regular instructions|
+3814|118|P|149451.88|1995-02-22|5-LOW|Clerk#000000669|0| the furiously pending theodo|
+3815|104|O|14275.01|1997-08-26|1-URGENT|Clerk#000000249|0|es snooze carefully stealth|
+3840|100|O|187156.38|1998-07-17|4-NOT SPECIFIED|Clerk#000000713|0|yly slow theodolites. enticingly |
+3841|58|F|129033.13|1994-10-05|4-NOT SPECIFIED|Clerk#000000018|0| bold requests sleep quickly ironic packages. sometimes regular deposits nag |
+3842|28|F|131447.03|1992-04-09|5-LOW|Clerk#000000418|0|silent ideas. final deposits use furiously. blithely express excuses cajole fu|
+3843|10|O|34035.17|1997-01-04|4-NOT SPECIFIED|Clerk#000000693|0|eodolites; slyly unusual accounts nag boldly |
+3844|79|F|6793.45|1994-12-29|1-URGENT|Clerk#000000686|0|r dolphins. slyly ironic theodolites ag|
+3845|89|F|134333.33|1992-04-26|1-URGENT|Clerk#000000404|0|es among the pending, regular accounts sleep blithely blithely even de|
+3846|49|O|123120.06|1998-02-05|2-HIGH|Clerk#000000877|0|y alongside of the slyl|
+3847|34|F|7014.31|1993-03-12|5-LOW|Clerk#000000338|0|uriously even deposits. furiously pe|
+3872|134|O|198538.68|1996-09-06|5-LOW|Clerk#000000943|0|counts boost slyly against the ironic platelets-- blithely p|
+3873|55|O|95291.79|1998-03-30|4-NOT SPECIFIED|Clerk#000000791|0|express deposits-- even ideas |
+3874|119|F|66455.34|1993-06-09|3-MEDIUM|Clerk#000000208|0|ular asymptotes sleep blithely ironic ideas. blithel|
+3875|118|O|74483.95|1997-09-10|1-URGENT|Clerk#000000587|0| solve among the fluffily even |
+3876|29|O|95126.32|1996-08-02|5-LOW|Clerk#000000708|0|into beans. blithely|
+3877|17|F|178492.01|1993-05-21|5-LOW|Clerk#000000652|0|foxes. thinly bold reques|
+3878|88|O|59989.66|1997-03-23|1-URGENT|Clerk#000000314|0|e carefully regular platelets. special, express dependencies slee|
+3879|142|O|80274.22|1995-11-23|1-URGENT|Clerk#000000231|0|sts along the quickly ironic sentiments cajole carefully according to t|
+3904|149|O|39338.44|1997-11-15|4-NOT SPECIFIED|Clerk#000000883|0|sits haggle furiously across the requests. theodolites ha|
+3905|22|F|56227.04|1993-12-21|4-NOT SPECIFIED|Clerk#000000573|0|usly even accounts lose quietly above the slyly express p|
+3906|46|F|145630.76|1992-05-28|3-MEDIUM|Clerk#000000867|0|ironic theodolites haggle blithely above the final re|
+3907|67|F|240457.56|1992-08-19|3-MEDIUM|Clerk#000000084|0|gular pinto beans sleep f|
+3908|43|F|57127.71|1993-03-09|3-MEDIUM|Clerk#000000490|0|ounts cajole. regularly|
+3909|22|O|82746.74|1998-07-27|1-URGENT|Clerk#000000980|0|nic, special theodolites sleep furiously! furiously |
+3910|64|O|47272.67|1996-08-26|3-MEDIUM|Clerk#000000270|0|ickly. furiously final packag|
+3911|10|P|35019.95|1995-03-17|4-NOT SPECIFIED|Clerk#000000818|0|he fluffily final forges haggle slyly according to the blithely|
+3936|32|O|168618.39|1996-11-07|2-HIGH|Clerk#000000200|0|iously express packages engage slyly fina|
+3937|94|O|187516.29|1997-11-30|4-NOT SPECIFIED|Clerk#000000189|0|ckages boost carefully blithely q|
+3938|31|F|46918.22|1993-03-03|1-URGENT|Clerk#000000199|0|. unusual, final foxes haggle|
+3939|70|O|8720.45|1996-01-11|5-LOW|Clerk#000000647|0|ly ruthlessly silent requests. blithely regular requests haggle blithely wh|
+3940|149|O|129012.84|1996-02-14|5-LOW|Clerk#000000363|0|e above the ideas. quickly even dependencies along the blithely ir|
+3941|136|O|95453.80|1996-08-29|2-HIGH|Clerk#000000503|0|gular theodolites integrate quickly |
+3942|76|F|38596.81|1993-06-28|4-NOT SPECIFIED|Clerk#000000608|0|eas cajole bold requests. idly silent instructions |
+3943|40|O|60314.97|1996-10-09|5-LOW|Clerk#000000482|0|se alongside of the final pinto beans. regular packages boost across the ca|
+3968|25|O|121704.45|1997-02-17|4-NOT SPECIFIED|Clerk#000000431|0| the slyly special accounts; |
+3969|52|O|169797.40|1997-05-14|2-HIGH|Clerk#000000731|0|uriously final dependencies slee|
+3970|76|F|163709.85|1992-03-27|3-MEDIUM|Clerk#000000190|0|luffily furiously regular deposits. blithely special requests cajole blithely|
+3971|104|O|47925.47|1996-06-28|5-LOW|Clerk#000000287|0|alongside of the instructions ought to are |
+3972|124|F|1861.19|1994-04-21|3-MEDIUM|Clerk#000000049|0|y regular requests haggle quickly. pending, express acco|
+3973|103|F|91541.48|1992-03-24|4-NOT SPECIFIED|Clerk#000000114|0|somas according to the quickly even instructions wake fu|
+3974|94|O|56779.06|1996-03-05|4-NOT SPECIFIED|Clerk#000000938|0|deposits are furiously beneath the bl|
+3975|118|O|37804.43|1995-04-11|3-MEDIUM|Clerk#000000016|0|ts. regular, regular Tiresias play furiously. ironi|
+4000|70|F|84053.93|1992-01-04|5-LOW|Clerk#000000339|0|le carefully closely even pinto beans. regular, ironic foxes against the|
+4001|115|O|95929.46|1997-05-15|3-MEDIUM|Clerk#000000878|0|detect. asymptotes sleep furio|
+4002|104|O|76518.11|1997-04-08|5-LOW|Clerk#000000097|0| regular braids are. furiously even patterns agains|
+4003|112|F|17603.01|1993-01-27|1-URGENT|Clerk#000000177|0| blithe theodolites are slyly. slyly silent accounts toward|
+4004|70|F|220715.14|1993-05-07|3-MEDIUM|Clerk#000000273|0|accounts among the blithely regular sentiments |
+4005|140|O|129062.13|1996-11-20|2-HIGH|Clerk#000000341|0|ily according to the slyly iron|
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+4007|8|F|116193.97|1993-06-18|2-HIGH|Clerk#000000623|0|ecial packages. slyly regular accounts integrate |
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+4033|83|F|57740.74|1993-06-02|5-LOW|Clerk#000000181|0|ously bold instructions haggle furiously above the fluf|
+4034|94|F|186912.51|1993-11-14|4-NOT SPECIFIED|Clerk#000000548|0|ts x-ray. express requests affix fluffily regular theodolites. pending, fina|
+4035|118|F|22840.21|1992-02-19|5-LOW|Clerk#000000097|0|he ironic deposits sleep blith|
+4036|47|O|82563.10|1997-04-26|3-MEDIUM|Clerk#000000398|0|ly express deposits nag slyly. ironic, final asymptotes boost bra|
+4037|121|F|36389.43|1993-03-24|2-HIGH|Clerk#000000384|0|t carefully above the unusual the|
+4038|94|O|155045.39|1996-01-06|1-URGENT|Clerk#000000272|0|re slyly. silent requests wake quickly. regular packages play quickly |
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+4064|130|O|148500.71|1996-10-10|4-NOT SPECIFIED|Clerk#000000598|0|ccounts. furiously unusual theodolites wake carefully about|
+4065|80|F|156345.64|1994-06-09|1-URGENT|Clerk#000000131|0|even foxes! slyly final deposits agai|
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+4067|16|F|136517.34|1992-10-07|2-HIGH|Clerk#000000027|0|tes boost furiously quick asymptotes. final deposits of the dolphins solv|
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+4069|73|F|198816.13|1992-05-13|3-MEDIUM|Clerk#000000359|0|deposits: slyly bold ideas detect furiously. f|
+4070|29|O|98275.37|1995-06-12|2-HIGH|Clerk#000000713|0|xpress ideas poach ab|
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+4101|142|F|21640.10|1993-11-22|4-NOT SPECIFIED|Clerk#000000704|0|y around the express, careful epitaphs. accounts use fluffily. quickly p|
+4102|22|O|128786.57|1996-03-17|1-URGENT|Clerk#000000675|0|nding dependencies was slyly about the bl|
+4103|106|F|38164.23|1992-07-03|5-LOW|Clerk#000000679|0|fully ironic dependencies.|
+4128|139|O|5472.17|1995-10-07|4-NOT SPECIFIED|Clerk#000000635|0|ctions. dependencies from the slyly regular accounts nag slyly fu|
+4129|32|F|67226.28|1993-06-26|3-MEDIUM|Clerk#000000541|0|nwind. quickly final theodolites use packages. accounts|
+4130|104|O|47823.04|1996-03-10|5-LOW|Clerk#000000609|0|omise alongside of the carefully final foxes. blithel|
+4131|44|O|145971.60|1998-01-30|1-URGENT|Clerk#000000612|0| above the foxes hang |
+4132|19|P|65601.08|1995-05-29|4-NOT SPECIFIED|Clerk#000000158|0|ld asymptotes solve alongside of the express, final packages. fluffily fi|
+4133|101|F|31693.88|1992-08-07|4-NOT SPECIFIED|Clerk#000000268|0|al, express foxes. quickly pending deposits might cajole alongsi|
+4134|97|F|125191.12|1995-01-12|1-URGENT|Clerk#000000171|0|fully even deposits. regular de|
+4135|37|O|99577.55|1997-03-10|3-MEDIUM|Clerk#000000627|0|ly quietly even ideas. deposits haggle blithely|
+4160|55|O|82493.07|1996-08-20|5-LOW|Clerk#000000283|0|the carefully special accounts. furiously regular dugouts alongs|
+4161|118|F|198995.21|1993-08-21|5-LOW|Clerk#000000047|0|nts. fluffily regular foxes above the quickly daring reques|
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+4163|64|F|11493.80|1992-12-21|2-HIGH|Clerk#000000268|0| integrate furiously slyly regular depende|
+4164|94|O|8709.16|1998-07-03|2-HIGH|Clerk#000000720|0| regularly busy theodolites boost furiously quickly bold packages. express, s|
+4165|4|O|11405.40|1997-07-25|3-MEDIUM|Clerk#000000621|0|special foxes affix never blithely ironic pinto beans; blithely |
+4166|43|F|100671.06|1993-02-28|5-LOW|Clerk#000000757|0|quickly sly forges impress. careful foxes across the blithely even a|
+4167|28|O|62108.45|1998-06-17|1-URGENT|Clerk#000000917|0|kly furiously even deposits. unu|
+4192|146|O|197192.95|1998-04-19|1-URGENT|Clerk#000000369|0|equests above the slyly regular pinto beans unwi|
+4193|4|F|143191.54|1994-01-09|2-HIGH|Clerk#000000201|0|ng accounts haggle quickly. packages use fluffily ironic excu|
+4194|106|F|62972.29|1994-10-16|3-MEDIUM|Clerk#000000385|0| instructions are quickly even pinto beans. courts boost furiously regular, ev|
+4195|104|F|54478.95|1993-05-29|4-NOT SPECIFIED|Clerk#000000777|0| pinto beans cajole furiously theodolites-- slyly regular deposits doub|
+4196|106|O|201455.98|1998-05-15|3-MEDIUM|Clerk#000000532|0|affix carefully. quickly final requests |
+4197|92|O|217709.03|1996-08-13|4-NOT SPECIFIED|Clerk#000000264|0| pinto beans according|
+4198|143|O|105789.01|1997-06-16|3-MEDIUM|Clerk#000000583|0|g the special packages haggle pen|
+4199|5|F|30494.62|1992-02-13|1-URGENT|Clerk#000000309|0|e blithely. special deposits haggle slyly final foxes. carefully even|
+4224|70|O|150655.44|1997-07-14|1-URGENT|Clerk#000000034|0|jole quickly final dolphins. slyly pending foxes wake furiously bold pl|
+4225|128|O|72533.07|1997-06-03|3-MEDIUM|Clerk#000000992|0|r the platelets nag among the special deposits. ironic, ironic re|
+4226|92|F|29827.44|1993-03-09|5-LOW|Clerk#000000203|0|phins wake slyly regular packages. deposits haggle slowl|
+4227|133|F|92261.08|1995-02-24|1-URGENT|Clerk#000000063|0|ng the requests; ideas haggle fluffily. slyly unusual ideas c|
+4228|110|O|22072.16|1997-03-28|5-LOW|Clerk#000000309|0|pecial requests aft|
+4229|14|O|75145.87|1998-03-03|1-URGENT|Clerk#000000301|0|p furiously: final excuses hagg|
+4230|140|F|219709.60|1992-03-04|1-URGENT|Clerk#000000364|0|lly ironic deposits integrate carefully about the fu|
+4231|86|O|111403.66|1997-11-20|4-NOT SPECIFIED|Clerk#000000630|0|ly final accounts cajole furiously accounts. bravely ironic platelets am|
+4256|118|F|23067.48|1992-04-05|4-NOT SPECIFIED|Clerk#000000043|0|y alongside of the fluffily iro|
+4257|17|P|41723.86|1995-03-25|3-MEDIUM|Clerk#000000682|0|r ideas cajole along the blithely regular gifts.|
+4258|92|O|133829.35|1996-10-27|4-NOT SPECIFIED|Clerk#000000364|0|efully final platelets around the blit|
+4259|104|O|12918.70|1997-10-09|5-LOW|Clerk#000000781|0|es snooze slyly against the furiously unusual ideas. furious|
+4260|142|F|18566.14|1992-05-16|4-NOT SPECIFIED|Clerk#000000919|0|e among the fluffily bold accounts.|
+4261|118|F|83665.20|1992-10-03|1-URGENT|Clerk#000000662|0| about the even, pending packages. slyly bold deposits boost|
+4262|88|O|176278.57|1996-08-04|3-MEDIUM|Clerk#000000239|0| of the furious accounts. furiously regular accounts w|
+4263|4|O|158885.83|1998-03-16|1-URGENT|Clerk#000000265|0|sly ruthless deposits. final packages are instructions. fu|
+4288|34|F|75030.81|1992-12-04|4-NOT SPECIFIED|Clerk#000000823|0|usly carefully even theodolites: slyly express pac|
+4289|125|F|20752.62|1993-10-07|3-MEDIUM|Clerk#000000912|0|e carefully close instructions. slyly special reques|
+4290|41|F|26128.99|1995-01-15|3-MEDIUM|Clerk#000000688|0| slyly quickly bold requests. final deposits haggle pending ideas! som|
+4291|89|F|71822.86|1993-11-29|3-MEDIUM|Clerk#000000655|0| sleep fluffily between the bold packages. bold|
+4292|25|F|145906.24|1992-01-09|3-MEDIUM|Clerk#000000794|0| ruthlessly. slyly bo|
+4293|103|O|198322.91|1996-08-20|2-HIGH|Clerk#000000750|0|ly packages. regular packages nag according to t|
+4294|49|F|232194.74|1992-08-15|3-MEDIUM|Clerk#000000407|0|ng pinto beans breach. slyly express requests bo|
+4295|5|O|77754.62|1996-02-10|3-MEDIUM|Clerk#000000023|0|e boldly bold dependencies|
+4320|115|O|67049.37|1996-12-08|4-NOT SPECIFIED|Clerk#000000223|0|ages haggle after the slowly bold se|
+4321|16|F|118896.95|1994-07-18|3-MEDIUM|Clerk#000000041|0|ending deposits are carefully carefully regular packa|
+4322|142|O|149671.92|1998-03-13|3-MEDIUM|Clerk#000000433|0|totes nag across the fluffily special instructions. quickly silent hockey |
+4323|104|F|27598.17|1994-01-23|2-HIGH|Clerk#000000282|0|lve after the slyly regular multipliers. even, regular excus|
+4324|73|O|178249.05|1995-07-17|1-URGENT|Clerk#000000800|0|ccounts. slyly stealthy requests shall have t|
+4325|130|O|20214.49|1996-07-18|2-HIGH|Clerk#000000591|0|y around the always ev|
+4326|29|O|39048.94|1996-10-27|4-NOT SPECIFIED|Clerk#000000869|0|packages. carefully express deposit|
+4327|146|P|126235.35|1995-03-16|2-HIGH|Clerk#000000571|0|yly pending braids. final requests abo|
+4352|14|O|18653.09|1997-11-26|2-HIGH|Clerk#000000620|0|ly final platelets integrate carefully even requ|
+4353|73|O|21815.30|1997-12-12|2-HIGH|Clerk#000000790|0|uickly even ideas cajole|
+4354|145|F|179827.12|1994-09-30|4-NOT SPECIFIED|Clerk#000000046|0|pending notornis. requests serve |
+4355|4|O|186370.23|1996-11-16|1-URGENT|Clerk#000000362|0|ndencies use furiously across the regular |
+4356|97|F|39828.51|1994-04-11|5-LOW|Clerk#000000956|0| asymptotes sleep blithely. asymptotes sleep. blithely regul|
+4357|47|O|67045.94|1997-10-23|4-NOT SPECIFIED|Clerk#000000031|0|ages nag between the|
+4358|25|O|46298.53|1997-08-12|1-URGENT|Clerk#000000692|0|according to the fluffily special asymptotes |
+4359|16|F|107824.40|1993-03-03|1-URGENT|Clerk#000000393|0|sts. special, unusual deposits across the ironic theodo|
+4384|25|F|52562.16|1992-07-13|1-URGENT|Clerk#000000192|0|onic platelets. furiously regular asymptotes according to the special pac|
+4385|122|O|39190.62|1996-08-06|2-HIGH|Clerk#000000597|0|ully final requests. ironic, even dolphins above the regular |
+4386|61|O|134413.58|1998-02-06|5-LOW|Clerk#000000070|0| dolphins. silent, idle pinto beans |
+4387|110|O|116740.67|1995-10-23|1-URGENT|Clerk#000000025|0|ter the regular pinto beans. special, final gifts above the requests wi|
+4388|10|O|69668.22|1996-03-28|2-HIGH|Clerk#000000715|0|ts wake against the carefully final accounts. sly|
+4389|55|F|120324.82|1994-05-05|3-MEDIUM|Clerk#000000403|0|wly express excuses after the permanently even instructions are|
+4390|7|P|140608.69|1995-05-23|1-URGENT|Clerk#000000691|0|inal pinto beans. exp|
+4391|38|F|48284.06|1992-02-18|2-HIGH|Clerk#000000880|0|regular accounts. even depo|
+4416|149|F|76067.10|1992-06-30|5-LOW|Clerk#000000391|0| deposits. ideas cajole express theodolites: |
+4417|67|O|60868.39|1998-07-09|1-URGENT|Clerk#000000365|0|ideas are alongside of the blithely final reque|
+4418|61|F|47099.71|1993-03-25|3-MEDIUM|Clerk#000000731|0|pecial pinto beans. close foxes affix iron|
+4419|104|O|94030.43|1996-06-12|4-NOT SPECIFIED|Clerk#000000410|0|ages wake furiously slyly thin theodolit|
+4420|109|F|6088.41|1994-06-18|1-URGENT|Clerk#000000706|0|lly bold deposits along the bold, pending foxes detect blithely after the acco|
+4421|10|O|258779.02|1997-04-04|3-MEDIUM|Clerk#000000246|0|t the pending warhorses. express waters a|
+4422|70|P|107140.22|1995-05-22|3-MEDIUM|Clerk#000000938|0|ly bold accounts sleep special, regular foxes. doggedly regular in|
+4423|64|F|4913.06|1995-02-17|5-LOW|Clerk#000000888|0|excuses are ruthless|
+4448|70|O|127191.47|1998-05-21|2-HIGH|Clerk#000000428|0|. deposits haggle around the silent packages; slyly unusual packages|
+4449|10|O|48206.14|1998-02-08|5-LOW|Clerk#000000035|0|ourts are carefully even deposits. pending |
+4450|106|O|110194.31|1997-07-15|1-URGENT|Clerk#000000867|0|quests boost. furiously even realms are blithely bold requests. bl|
+4451|4|F|92851.80|1994-10-01|1-URGENT|Clerk#000000181|0|. carefully final foxes along the quickly express T|
+4452|13|F|64838.66|1994-06-21|5-LOW|Clerk#000000985|0|oxes are slyly. express, ironic pinto beans wake after the quickly pending re|
+4453|65|O|137030.40|1997-04-01|3-MEDIUM|Clerk#000000603|0|ages could have to nag slyly furiously even asymptotes! slowly regular |
+4454|142|F|159578.94|1994-02-02|5-LOW|Clerk#000000411|0|uriously regular pint|
+4455|19|F|102534.63|1993-10-11|3-MEDIUM|Clerk#000000924|0|even requests. bravely regular foxes according to the carefully unusual |
+4480|85|F|28658.26|1994-03-31|4-NOT SPECIFIED|Clerk#000000534|0|press, bold deposits boost blit|
+4481|148|O|77705.40|1996-03-30|5-LOW|Clerk#000000443|0|press sheaves cajole furio|
+4482|82|P|63535.56|1995-05-15|4-NOT SPECIFIED|Clerk#000000534|0|ravely bold accounts. furiously ironic instructions affix quickly. pend|
+4483|52|F|126597.21|1992-03-07|3-MEDIUM|Clerk#000000615|0|its. blithely idle accounts run; theodolites wake carefully around the fi|
+4484|131|O|237947.61|1996-12-24|1-URGENT|Clerk#000000392|0|ct across the pinto beans. quickly pending excuses engage furiously.|
+4485|53|F|182432.17|1994-11-13|3-MEDIUM|Clerk#000000038|0|es wake slyly even packages. blithely brave requests nag above the regul|
+4486|37|O|135613.18|1998-03-03|2-HIGH|Clerk#000000656|0|ffily according to the carefully pending acc|
+4487|46|F|109469.90|1993-02-23|3-MEDIUM|Clerk#000000017|0|s up the never pending excuses wake furiously special pinto beans. furiously i|
+4512|70|O|148682.82|1995-10-25|5-LOW|Clerk#000000393|0|ending instructions maintain fu|
+4513|85|O|119820.38|1996-03-15|5-LOW|Clerk#000000154|0|ests. final, final ideas|
+4514|97|F|143899.85|1994-04-30|3-MEDIUM|Clerk#000000074|0|deposits according to the carefull|
+4515|140|F|161745.44|1992-03-17|1-URGENT|Clerk#000000191|0|quests among the accounts sleep boldly about the regular f|
+4516|130|F|35949.14|1994-03-29|3-MEDIUM|Clerk#000000739|0|ing packages sleep slyly regular attainments|
+4517|113|O|47614.08|1998-03-07|4-NOT SPECIFIED|Clerk#000000231|0|uriously final deposits doze furiously furiously reg|
+4518|125|O|25861.74|1997-05-01|3-MEDIUM|Clerk#000000187|0|luffily against the spec|
+4519|136|F|68885.66|1993-03-30|4-NOT SPECIFIED|Clerk#000000938|0|ccording to the final |
+4544|112|O|151148.81|1997-08-07|3-MEDIUM|Clerk#000000435|0|g dependencies dazzle slyly ironic somas. carefu|
+4545|59|F|143276.28|1993-01-17|4-NOT SPECIFIED|Clerk#000000303|0|ep. requests use sly|
+4546|43|O|39906.87|1995-07-29|5-LOW|Clerk#000000373|0|ns sleep. regular, regular instructions maintai|
+4547|109|F|52114.01|1993-08-23|3-MEDIUM|Clerk#000000519|0|uctions thrash platelets. slyly final foxes wake slyly against th|
+4548|127|O|139915.23|1996-06-28|5-LOW|Clerk#000000798|0| in place of the blithely express sentiments haggle slyly r|
+4549|64|O|43889.17|1998-03-05|4-NOT SPECIFIED|Clerk#000000965|0|ully even deposits dazzle. fluffily pending ideas against the requests|
+4550|118|F|27461.48|1994-12-29|2-HIGH|Clerk#000000748|0|s haggle carefully acco|
+4551|109|O|82824.14|1996-02-09|2-HIGH|Clerk#000000462|0|ts. slyly quick theodolite|
+4576|139|O|56936.10|1996-08-14|5-LOW|Clerk#000000798|0|e pending deposits. |
+4577|79|O|104259.88|1998-05-02|5-LOW|Clerk#000000409|0|ly. unusual platelets are alw|
+4578|91|F|95761.93|1992-09-13|5-LOW|Clerk#000000121|0| to the furiously ironic instructions? furiou|
+4579|106|O|85927.85|1995-12-01|2-HIGH|Clerk#000000951|0|its wake quickly blithely specia|
+4580|82|F|118464.65|1993-11-15|4-NOT SPECIFIED|Clerk#000000086|0|rs wake blithely regular requests. fluffily ev|
+4581|79|F|89592.11|1992-09-04|4-NOT SPECIFIED|Clerk#000000687|0|ges. carefully pending accounts use furiously abo|
+4582|19|O|18247.86|1996-07-04|1-URGENT|Clerk#000000638|0|g the furiously regular pac|
+4583|22|F|206495.43|1994-09-25|3-MEDIUM|Clerk#000000240|0|equests. slyly even platelets was qui|
+4608|80|F|157767.86|1994-06-17|1-URGENT|Clerk#000000259|0|y even instructions detect slyly asymptotes. blithely final packa|
+4609|133|O|70462.84|1996-12-05|3-MEDIUM|Clerk#000000239|0|hang slyly slyly expre|
+4610|26|F|135934.60|1993-06-18|5-LOW|Clerk#000000616|0|e carefully express pinto|
+4611|29|F|166506.22|1993-01-10|2-HIGH|Clerk#000000152|0|. furiously regular instructions haggle dolphins. even instructions det|
+4612|61|F|82598.87|1993-09-20|3-MEDIUM|Clerk#000000397|0|bove the deposits. even deposits dazzle. slyly express packages haggle sl|
+4613|133|O|212339.55|1998-03-05|3-MEDIUM|Clerk#000000541|0|furiously blithely pending dependen|
+4614|61|O|151801.06|1996-04-22|1-URGENT|Clerk#000000974|0| sauternes wake thinly special accounts. fur|
+4615|29|F|10500.27|1993-08-27|3-MEDIUM|Clerk#000000982|0|jole after the fluffily pending foxes. packages affix carefully acco|
+4640|97|O|81138.17|1996-01-01|5-LOW|Clerk#000000902|0|requests. deposits do detect above the blithely iron|
+4641|134|F|98485.21|1993-01-20|4-NOT SPECIFIED|Clerk#000000755|0|ronic, final requests integrate slyly: specia|
+4642|148|F|117537.87|1995-02-27|1-URGENT|Clerk#000000295|0|cial requests wake carefully around the regular, unusual ideas. furi|
+4643|67|O|52414.19|1995-06-30|2-HIGH|Clerk#000000292|0|ously regular packages. unusual, special platel|
+4644|94|O|85901.70|1998-01-17|5-LOW|Clerk#000000961|0|requests. fluffily even ideas bo|
+4645|44|F|231012.22|1994-09-20|1-URGENT|Clerk#000000764|0|fully even instructions. final gifts sublate quickly final requests. bl|
+4646|83|O|124637.19|1996-06-18|1-URGENT|Clerk#000000036|0|n place of the blithely qu|
+4647|28|F|110958.36|1994-05-14|3-MEDIUM|Clerk#000000626|0|out the deposits. slyly final pinto beans haggle idly. slyly s|
+4672|79|O|199593.71|1995-11-07|1-URGENT|Clerk#000000475|0|lyly final dependencies caj|
+4673|82|O|58094.75|1996-08-13|4-NOT SPECIFIED|Clerk#000000914|0|c deposits are slyly. bravely ironic deposits cajole carefully after the |
+4674|37|F|115411.37|1994-04-19|1-URGENT|Clerk#000000122|0|careful hockey players. carefully pending deposits caj|
+4675|86|F|68817.08|1993-11-25|4-NOT SPECIFIED|Clerk#000000741|0|al deposits haggle slyly final|
+4676|14|O|182025.95|1995-09-01|2-HIGH|Clerk#000000407|0|s. slyly bold accounts sleep furiously special|
+4677|40|O|25661.87|1998-02-21|3-MEDIUM|Clerk#000000245|0|ly pending deposits after the carefully regular foxes sleep blithely after t|
+4678|88|O|131752.07|1998-08-02|4-NOT SPECIFIED|Clerk#000000175|0|side of the bold platelets detect slyly blithely ironic e|
+4679|88|F|7211.59|1993-01-20|2-HIGH|Clerk#000000905|0|ely regular accounts affix slyly. final dolphins are. furiously final de|
+4704|2|O|63873.14|1996-08-16|4-NOT SPECIFIED|Clerk#000000256|0|lithely final requests about the fluffily regular |
+4705|98|F|173340.09|1992-03-22|4-NOT SPECIFIED|Clerk#000000522|0| special instructions poa|
+4706|25|F|101709.52|1992-12-29|4-NOT SPECIFIED|Clerk#000000722|0| packages above the never regular packages nag packages. deposits c|
+4707|91|F|61052.10|1995-02-27|2-HIGH|Clerk#000000943|0|ully enticing accounts behind the regular|
+4708|85|F|56998.36|1994-10-01|1-URGENT|Clerk#000000383|0|ly thinly even accounts. unusu|
+4709|26|O|49903.57|1996-01-08|3-MEDIUM|Clerk#000000785|0|he furiously even deposits! ironic theodolites haggle blithely. r|
+4710|100|F|88966.68|1994-12-08|4-NOT SPECIFIED|Clerk#000000734|0|the final, regular foxes. carefully ironic pattern|
+4711|142|O|129546.56|1998-05-06|1-URGENT|Clerk#000000818|0|mptotes. unusual packages wake furiously qui|
+4736|139|O|67572.73|1995-11-20|2-HIGH|Clerk#000000563|0|blithely regular courts affix into the carefully ironic deposits. slyly exp|
+4737|79|F|62014.51|1993-03-11|4-NOT SPECIFIED|Clerk#000000275|0|ents use slyly among the unusual, ironic pearls. furiously pending |
+4738|5|F|149466.62|1992-04-08|2-HIGH|Clerk#000000150|0|deposits. thin acco|
+4739|148|F|68255.82|1993-02-21|5-LOW|Clerk#000000872|0|ing to the pending attainments: pending, express account|
+4740|68|O|42579.40|1996-07-05|2-HIGH|Clerk#000000420|0| dependencies haggle about the|
+4741|127|F|180692.90|1992-07-07|4-NOT SPECIFIED|Clerk#000000983|0|ly bold deposits are slyly about the r|
+4742|64|P|155356.80|1995-03-23|3-MEDIUM|Clerk#000000058|0|n packages. quickly regular ideas cajole blithely|
+4743|97|F|65702.39|1993-03-31|5-LOW|Clerk#000000048|0|pinto beans above the bold, even idea|
+4768|136|F|4820.55|1993-11-22|2-HIGH|Clerk#000000875|0|ctions snooze idly beneath the quick waters. fluffily u|
+4769|121|P|136765.03|1995-04-14|4-NOT SPECIFIED|Clerk#000000116|0|pon the asymptotes. idle, final account|
+4770|59|O|72150.68|1995-06-20|2-HIGH|Clerk#000000461|0|cial instructions believe carefully. |
+4771|95|F|49625.21|1992-12-14|1-URGENT|Clerk#000000571|0|lly express deposits serve furiously along the f|
+4772|28|F|64102.93|1994-09-14|1-URGENT|Clerk#000000708|0|es sleep. regular requests haggle furiously slyly |
+4773|122|O|196080.26|1995-12-23|1-URGENT|Clerk#000000327|0|ptotes was slyly along the|
+4774|52|F|124380.73|1993-04-20|3-MEDIUM|Clerk#000000299|0|eposits use blithely bold deposits. carefully regular gifts about the fin|
+4775|128|O|112444.42|1995-08-13|4-NOT SPECIFIED|Clerk#000000609|0|s integrate slyly slyly final instructions. carefully bold pack|
+4800|37|F|91795.13|1992-01-06|5-LOW|Clerk#000000625|0|ggle furiously along the pending pinto beans. deposits use: final foxe|
+4801|88|O|108353.08|1996-01-25|1-URGENT|Clerk#000000553|0|r the final sentiments. pending theodolites sleep doggedly across t|
+4802|130|O|5978.65|1997-01-23|3-MEDIUM|Clerk#000000400|0| ironic, thin packages wake furiously ironic, ironic deposits. the|
+4803|124|O|158776.68|1996-02-08|5-LOW|Clerk#000000892|0|lly unusual courts are ironic|
+4804|37|F|111547.31|1992-01-28|2-HIGH|Clerk#000000614|0|ly final accounts. blithely unusual theodolite|
+4805|16|F|172102.96|1992-04-25|4-NOT SPECIFIED|Clerk#000000514|0|even accounts wake furiously slyly final accounts; blithel|
+4806|7|F|35390.15|1993-04-21|5-LOW|Clerk#000000625|0|ave accounts. furiously pending wa|
+4807|53|O|138902.23|1997-01-09|3-MEDIUM|Clerk#000000310|0|kly. slyly special accounts|
+4832|34|O|84954.79|1997-12-04|3-MEDIUM|Clerk#000000548|0|final accounts sleep among the blithe|
+4833|133|O|84800.44|1996-05-12|3-MEDIUM|Clerk#000000256|0|r deposits against the slyly final excuses slee|
+4834|19|O|124539.00|1996-09-12|2-HIGH|Clerk#000000284|0|lar accounts. furiously ironic accounts haggle slyly |
+4835|146|F|70857.51|1994-10-25|1-URGENT|Clerk#000000250|0|s integrate furiously blithely expr|
+4836|65|O|78711.40|1996-12-18|1-URGENT|Clerk#000000691|0|c packages cajole carefully through the accounts. careful|
+4837|130|O|68519.84|1998-04-24|4-NOT SPECIFIED|Clerk#000000517|0|n accounts are regular, bold accounts. even instructions use request|
+4838|44|F|61811.33|1992-08-02|1-URGENT|Clerk#000000569|0|ffily bold sentiments. carefully close dolphins cajole across the |
+4839|25|F|71241.63|1994-05-10|1-URGENT|Clerk#000000925|0| even somas. slyly express ideas lose carefully. blithely unusu|
+4864|88|F|149614.34|1992-11-11|5-LOW|Clerk#000000423|0|ests nag within the quickly ironic asymptotes. ironic|
+4865|85|O|162113.46|1997-06-07|3-MEDIUM|Clerk#000000418|0|sits boost stealthily above the bl|
+4866|53|O|25767.07|1997-08-07|2-HIGH|Clerk#000000663|0|kages. unusual packages nag fluffily. qui|
+4867|10|F|9741.03|1992-05-21|1-URGENT|Clerk#000000891|0|ss the slyly regular dependencies. fluffily regular deposits within the car|
+4868|76|O|159005.35|1997-03-02|5-LOW|Clerk#000000729|0|regular asymptotes. regular packages sublate carefully al|
+4869|58|F|175422.13|1994-09-26|5-LOW|Clerk#000000802|0|boost! ironic packages un|
+4870|103|F|94534.07|1994-08-06|3-MEDIUM|Clerk#000000911|0|nto beans about the blithely regular d|
+4871|46|O|129636.99|1995-06-12|1-URGENT|Clerk#000000531|0|ven, special instructions across t|
+4896|85|F|93206.35|1992-08-22|1-URGENT|Clerk#000000622|0|sly pending deposits. final accounts boost above the sly, even|
+4897|80|F|115688.85|1992-09-17|5-LOW|Clerk#000000184|0|s. bold pinto beans sleep. evenly final accounts daz|
+4898|14|F|40572.64|1994-07-11|4-NOT SPECIFIED|Clerk#000000841|0|final patterns. special theodolites haggle ruthlessly at the blithely spec|
+4899|61|F|12291.83|1993-10-18|4-NOT SPECIFIED|Clerk#000000348|0| instructions. furiously even packages are furiously speci|
+4900|137|F|221320.76|1992-06-30|4-NOT SPECIFIED|Clerk#000000878|0|sleep quickly unusual |
+4901|79|O|146298.28|1997-12-31|4-NOT SPECIFIED|Clerk#000000980|0|inal dependencies cajole furiously. carefully express accounts na|
+4902|139|O|26011.20|1998-07-04|3-MEDIUM|Clerk#000000874|0| the slyly express dolphins. |
+4903|92|F|34363.63|1992-03-22|4-NOT SPECIFIED|Clerk#000000907|0|yly. multipliers within the fo|
+4928|4|F|59931.42|1993-10-04|4-NOT SPECIFIED|Clerk#000000952|0|slyly brave instructions after the ironic excuses haggle ruthlessly about|
+4929|149|O|135187.33|1996-02-29|3-MEDIUM|Clerk#000000109|0|uests. furiously special ideas poach. pending |
+4930|149|F|176867.34|1994-05-06|5-LOW|Clerk#000000593|0| haggle slyly quietly final theodolites. packages are furious|
+4931|50|F|115759.13|1994-11-17|1-URGENT|Clerk#000000356|0|leep. slyly express dolphins nag slyly. furiously regular s|
+4932|122|F|42927.07|1993-08-10|1-URGENT|Clerk#000000830|0|onic foxes. enticingly reg|
+4933|94|O|42945.82|1995-07-14|3-MEDIUM|Clerk#000000848|0|y special sauternes integr|
+4934|40|O|180478.16|1997-02-17|1-URGENT|Clerk#000000372|0|nes cajole; carefully special accounts haggle. special pinto beans nag |
+4935|40|F|162088.30|1993-05-25|4-NOT SPECIFIED|Clerk#000000601|0|c foxes. fluffily pendin|
+4960|124|F|153259.41|1995-02-26|5-LOW|Clerk#000000229|0|uriously even excuses. fluffily regular instructions along the furiously ironi|
+4961|58|O|89224.24|1998-04-06|3-MEDIUM|Clerk#000000731|0| braids. furiously even theodolites |
+4962|104|F|44781.32|1993-07-28|3-MEDIUM|Clerk#000000008|0| breach never ironic |
+4963|34|O|54175.35|1996-11-07|3-MEDIUM|Clerk#000000754|0|ully unusual epitaphs nod s|
+4964|101|O|204163.10|1997-07-28|4-NOT SPECIFIED|Clerk#000000144|0|ithely final theodolites. blithely regu|
+4965|52|F|110626.82|1993-10-21|5-LOW|Clerk#000000638|0|dependencies poach packages. sometim|
+4966|70|O|59186.02|1996-09-07|2-HIGH|Clerk#000000243|0|accounts. blithely ironic courts wake boldly furiously express |
+4967|98|O|103814.27|1997-02-17|3-MEDIUM|Clerk#000000397|0|e theodolites; furiously b|
+4992|62|F|203904.80|1992-05-10|1-URGENT|Clerk#000000166|0|telets nag carefully am|
+4993|13|F|145730.19|1994-08-04|4-NOT SPECIFIED|Clerk#000000258|0|ing instructions nag furiously. un|
+4994|43|O|216071.76|1996-06-29|4-NOT SPECIFIED|Clerk#000000868|0|oxes wake above the asymptotes. bold requests sleep br|
+4995|40|O|189651.76|1996-01-06|4-NOT SPECIFIED|Clerk#000000748|0|s. even deposits boost along the express, even theodolites. stealthily ir|
+4996|133|F|100750.67|1992-09-14|3-MEDIUM|Clerk#000000433|0|foxes. carefully special packages haggle quickly fluffi|
+4997|47|O|122611.05|1998-03-18|5-LOW|Clerk#000000040|0|egrate final pinto beans. fluffily special notornis use blith|
+4998|32|F|129096.80|1992-01-11|4-NOT SPECIFIED|Clerk#000000054|0|alongside of the quickly final requests hang always|
+4999|85|F|98643.17|1993-06-26|2-HIGH|Clerk#000000504|0| dolphins cajole blithely above the sly |
+5024|124|O|116127.69|1996-10-25|3-MEDIUM|Clerk#000000659|0|r foxes. regular excuses are about the quickly regular theodolites. regular, |
+5025|121|O|20099.43|1997-02-03|5-LOW|Clerk#000000805|0|ackages are slyly about the quickly |
+5026|28|O|13197.78|1997-09-06|1-URGENT|Clerk#000000955|0|y final requests us|
+5027|148|O|181346.56|1997-08-30|2-HIGH|Clerk#000000751|0|e-- final, pending requests along t|
+5028|13|F|30755.69|1992-04-17|2-HIGH|Clerk#000000180|0|ickly blithely express deposits. b|
+5029|11|F|19811.69|1992-11-14|3-MEDIUM|Clerk#000000469|0|. regular accounts haggle slyly. regul|
+5030|106|O|71781.23|1998-05-25|4-NOT SPECIFIED|Clerk#000000564|0| wake slyly furiously thin requests. ironic pinto beans ha|
+5031|139|F|91438.59|1994-12-02|3-MEDIUM|Clerk#000000788|0|lar instructions haggle blithely pending foxes? sometimes final excuses h|
+5056|52|O|62258.18|1997-02-15|5-LOW|Clerk#000000828|0|lithely above the express ideas. blithely final deposits are fluffily spec|
+5057|64|O|76164.41|1997-08-03|1-URGENT|Clerk#000000955|0|r ironic requests of the carefully ironic dependencies wake slyly a|
+5058|119|O|17031.01|1998-03-23|1-URGENT|Clerk#000000367|0| the pending packages wake after the quickly speci|
+5059|43|F|67173.82|1993-11-10|2-HIGH|Clerk#000000058|0|latelets. final, regular accounts cajole furiously ironic pinto beans? do|
+5060|112|F|65218.47|1992-07-07|4-NOT SPECIFIED|Clerk#000000333|0|e according to the excuses. express theodo|
+5061|101|F|52190.52|1993-08-14|1-URGENT|Clerk#000000009|0|e packages use fluffily according to the carefully ironic deposits. bol|
+5062|61|F|109247.00|1992-10-08|3-MEDIUM|Clerk#000000012|0|ithely. blithely bold theodolites affix. blithely final deposits haggle ac|
+5063|23|O|98753.57|1997-05-17|2-HIGH|Clerk#000000745|0|lyly after the pending foxes. express theodolites breach across t|
+5088|130|F|101616.44|1993-01-06|5-LOW|Clerk#000000930|0|ole slyly since the quickly ironic br|
+5089|130|F|109246.54|1992-07-29|1-URGENT|Clerk#000000677|0|cial platelets. quiet, final ideas cajole carefully. unusu|
+5090|89|O|132838.49|1997-03-09|1-URGENT|Clerk#000000953|0|ress accounts affix silently carefully quick accounts. carefully f|
+5091|148|O|47852.06|1998-05-21|3-MEDIUM|Clerk#000000311|0|egular decoys mold carefully fluffily unus|
+5092|22|O|195834.96|1995-10-30|5-LOW|Clerk#000000194|0|are blithely along the pin|
+5093|79|F|190693.92|1993-09-03|3-MEDIUM|Clerk#000000802|0|ully ironic theodolites sleep above the furiously ruthless instructions. bli|
+5094|106|F|74892.08|1993-03-29|4-NOT SPECIFIED|Clerk#000000406|0|uickly pending deposits haggle quickly ide|
+5095|97|F|184583.99|1992-04-22|2-HIGH|Clerk#000000964|0|accounts are carefully! slyly even packages wake slyly a|
+5120|16|O|28007.73|1996-06-05|1-URGENT|Clerk#000000332|0|against the slyly express requests. furiousl|
+5121|133|F|150334.57|1992-05-11|4-NOT SPECIFIED|Clerk#000000736|0|gular requests. furiously final pearls against the permanent, thin courts s|
+5122|70|O|79863.84|1996-02-10|5-LOW|Clerk#000000780|0|blithely. slyly ironic deposits nag. excuses s|
+5123|10|O|11850.45|1998-02-10|1-URGENT|Clerk#000000776|0|ic requests. furiously ironic packages grow above the express, ironic inst|
+5124|25|O|159170.80|1997-04-04|4-NOT SPECIFIED|Clerk#000000749|0|kly even courts. bold packages solve. |
+5125|28|O|38065.28|1998-02-07|5-LOW|Clerk#000000834|0|ructions. dolphins wake slowly carefully unusual |
+5126|112|F|92123.32|1992-10-12|4-NOT SPECIFIED|Clerk#000000270|0|s. unusual deposits |
+5127|73|O|48024.99|1997-01-15|5-LOW|Clerk#000000829|0|fully express pinto beans. slyly final accounts along the ironic dugouts use s|
+5152|44|O|60568.34|1997-01-04|3-MEDIUM|Clerk#000000963|0| for the blithely reg|
+5153|113|O|193832.28|1995-08-26|1-URGENT|Clerk#000000954|0| the furiously ironic foxes. express packages shall cajole carefully across|
+5154|8|O|28070.86|1997-04-13|3-MEDIUM|Clerk#000000316|0|inal requests. slyly regular deposits nag. even deposits haggle agains|
+5155|77|F|70183.29|1994-06-12|2-HIGH|Clerk#000000108|0|y pending deposits are ag|
+5156|125|O|59439.44|1996-11-04|5-LOW|Clerk#000000117|0|ngside of the multipliers solve slyly requests. regu|
+5157|142|O|167056.34|1997-07-06|4-NOT SPECIFIED|Clerk#000000689|0|closely above the unusual deposits. furiously|
+5158|76|O|240284.95|1997-01-21|1-URGENT|Clerk#000000541|0| regular foxes. even foxes wake blithely |
+5159|106|O|147543.26|1996-09-25|1-URGENT|Clerk#000000303|0|tegrate slyly around the slyly sly sauternes. final pa|
+5184|85|O|209155.48|1998-07-20|5-LOW|Clerk#000000250|0|nding accounts detect final, even|
+5185|148|O|206179.68|1997-07-25|3-MEDIUM|Clerk#000000195|0| regular ideas about the even ex|
+5186|52|O|208892.63|1996-08-03|1-URGENT|Clerk#000000332|0|pecial platelets. slyly final ac|
+5187|55|O|46380.69|1997-07-16|3-MEDIUM|Clerk#000000682|0|ckly according to t|
+5188|140|P|66268.86|1995-03-02|4-NOT SPECIFIED|Clerk#000000029|0|counts. finally ironic requests ab|
+5189|71|F|184172.31|1993-11-26|5-LOW|Clerk#000000940|0|e after the pending accounts. asymptotes boost. re|
+5190|58|F|89684.31|1992-04-26|5-LOW|Clerk#000000888|0|equests. slyly unusual|
+5191|77|F|119910.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000318|0|ing, regular deposits alongside of the deposits boost fluffily quickly ev|
+5216|59|O|16763.95|1997-08-14|3-MEDIUM|Clerk#000000418|0|des boost across the platelets. slyly busy theodolit|
+5217|35|O|135745.58|1995-10-13|2-HIGH|Clerk#000000873|0|ons might wake quickly according to th|
+5218|82|F|73882.37|1992-07-30|4-NOT SPECIFIED|Clerk#000000683|0|y ruthless packages according to the bold, ironic package|
+5219|88|O|21267.72|1997-02-27|1-URGENT|Clerk#000000510|0|aggle always. foxes above the ironic deposits |
+5220|10|F|24844.39|1992-07-30|2-HIGH|Clerk#000000051|0| final packages. ideas detect slyly around|
+5221|13|O|71968.10|1995-06-09|4-NOT SPECIFIED|Clerk#000000324|0|lar accounts above the sl|
+5222|80|F|1051.15|1994-05-27|4-NOT SPECIFIED|Clerk#000000613|0|along the bold ideas. furiously final foxes snoo|
+5223|149|F|105561.21|1994-06-30|1-URGENT|Clerk#000000745|0|e. theodolites serve blithely unusual, final foxes. carefully pending packag|
+5248|70|P|86958.28|1995-04-15|2-HIGH|Clerk#000000737|0|theodolites cajole according to the silent packages. quickly ironic packages a|
+5249|103|F|123586.03|1994-09-06|3-MEDIUM|Clerk#000000019|0|refully bold accounts |
+5250|97|O|29673.73|1995-07-16|2-HIGH|Clerk#000000307|0|. carefully final instructions sleep among the finally regular dependen|
+5251|34|O|34004.48|1995-04-12|3-MEDIUM|Clerk#000000687|0| ironic dugouts detect. reque|
+5252|91|O|173145.37|1996-02-17|1-URGENT|Clerk#000000724|0| ironic accounts among the silent asym|
+5253|148|P|108361.46|1995-04-11|2-HIGH|Clerk#000000275|0|egular requests! blithely regular deposits alongside of t|
+5254|112|F|196989.09|1992-07-26|4-NOT SPECIFIED|Clerk#000000527|0|he express, even ideas cajole blithely special requests|
+5255|64|O|75074.07|1996-07-12|5-LOW|Clerk#000000591|0|ly slow forges. express foxes haggle. regular, even asymp|
+5280|34|O|68052.70|1997-12-03|3-MEDIUM|Clerk#000000604|0|riously ironic instructions. ironic ideas according to the accounts boost fur|
+5281|124|O|179418.31|1995-11-02|2-HIGH|Clerk#000000158|0|ackages haggle slyly a|
+5282|50|O|94446.69|1998-01-30|1-URGENT|Clerk#000000030|0|rding to the unusual, bold accounts. regular instructions|
+5283|131|F|18594.66|1994-06-04|3-MEDIUM|Clerk#000000579|0|ests. even, final ideas alongside of t|
+5284|61|O|40548.99|1995-07-09|4-NOT SPECIFIED|Clerk#000000155|0| careful dependencies use sly|
+5285|70|F|99377.51|1994-01-18|2-HIGH|Clerk#000000976|0|p across the furiously ironic deposits.|
+5286|116|O|79646.89|1997-09-26|5-LOW|Clerk#000000606|0|structions are furiously quickly ironic asymptotes. quickly iro|
+5287|25|F|30045.95|1993-12-22|5-LOW|Clerk#000000406|0|regular packages. bold instructions sleep always. carefully final p|
+5312|65|F|66697.95|1995-02-24|2-HIGH|Clerk#000000690|0|ter the even, bold foxe|
+5313|13|O|159870.44|1997-06-17|4-NOT SPECIFIED|Clerk#000000896|0|le. final courts haggle furiously according to the |
+5314|34|O|26999.83|1995-06-02|2-HIGH|Clerk#000000617|0|ions across the quickly special d|
+5315|139|F|55554.97|1992-10-29|4-NOT SPECIFIED|Clerk#000000035|0| furiously. quickly unusual packages use. sly|
+5316|100|F|62316.61|1994-01-31|1-URGENT|Clerk#000000734|0| requests haggle across the regular, pending deposits. furiously regular requ|
+5317|37|F|228002.51|1994-09-09|5-LOW|Clerk#000000687|0|jole quickly at the slyly pend|
+5318|59|F|106935.19|1993-04-04|2-HIGH|Clerk#000000663|0|efully regular dolphins. even ideas nag fluffily furiously even packa|
+5319|98|O|68619.29|1996-01-21|1-URGENT|Clerk#000000237|0|lent requests. quickly pe|
+5344|109|O|88216.32|1998-06-21|3-MEDIUM|Clerk#000000569|0|s. ironic excuses cajole across the|
+5345|31|O|111924.56|1997-08-24|1-URGENT|Clerk#000000057|0|r the slyly silent packages. pending, even pinto b|
+5346|37|F|149536.20|1993-12-26|2-HIGH|Clerk#000000220|0|gly close packages against the even, regular escapades boost evenly accordi|
+5347|49|F|173024.71|1995-02-22|3-MEDIUM|Clerk#000000180|0|onic, regular deposits. packag|
+5348|53|O|119164.96|1997-11-08|5-LOW|Clerk#000000497|0|totes. accounts after the furiously|
+5349|67|O|38038.84|1996-09-01|1-URGENT|Clerk#000000960|0|le along the carefully bold dolphins. carefully special packa|
+5350|76|F|113417.03|1993-10-10|5-LOW|Clerk#000000604|0|ccounts after the carefully pending requests believe |
+5351|122|O|76799.25|1998-05-11|1-URGENT|Clerk#000000443|0|to beans sleep furiously after the carefully even|
+5376|149|F|98422.83|1994-07-04|5-LOW|Clerk#000000392|0|. quickly ironic deposits integrate along|
+5377|64|O|117728.37|1997-04-24|2-HIGH|Clerk#000000917|0|ons nag blithely furiously regula|
+5378|43|F|101899.93|1992-10-25|1-URGENT|Clerk#000000520|0|n ideas. regular accounts haggle. ironic ideas use along the bold ideas. blith|
+5379|89|O|47010.15|1995-08-08|2-HIGH|Clerk#000000503|0|he unusual accounts. carefully special instructi|
+5380|148|O|123014.83|1997-10-12|1-URGENT|Clerk#000000481|0|le slyly about the slyly final dolphins. fu|
+5381|32|F|223995.46|1993-01-29|5-LOW|Clerk#000000531|0|arefully bold packages are slyly furiously ironic foxes. fluffil|
+5382|35|F|138423.03|1992-01-13|5-LOW|Clerk#000000809|0|lent deposits are according to the reg|
+5383|31|O|11474.95|1995-05-26|5-LOW|Clerk#000000409|0|ly bold requests hang furiously furiously unusual accounts. evenly unusu|
+5408|23|F|123477.05|1992-07-21|5-LOW|Clerk#000000735|0|egular requests according to the|
+5409|13|F|145040.38|1992-01-09|5-LOW|Clerk#000000171|0|eans. regular accounts are regul|
+5410|22|O|139104.17|1998-07-28|4-NOT SPECIFIED|Clerk#000000117|0|final deposits: pending excuses boost. ironic theodolites cajole furi|
+5411|61|O|62541.27|1997-05-16|3-MEDIUM|Clerk#000000800|0|equests cajole slyly furious|
+5412|142|O|109979.71|1998-01-20|2-HIGH|Clerk#000000151|0|ets boost furiously regular accounts. regular foxes above th|
+5413|94|O|224382.57|1997-10-17|1-URGENT|Clerk#000000066|0|e even excuses. always final depen|
+5414|100|F|167017.39|1993-03-25|4-NOT SPECIFIED|Clerk#000000242|0|lent dependencies? carefully express requests sleep furiously ac|
+5415|23|F|176864.83|1992-08-05|3-MEDIUM|Clerk#000000998|0|ly even ideas nag blithely above the final instructions|
+5440|130|O|3223.17|1997-01-12|1-URGENT|Clerk#000000154|0|posits boost regularly ironic packages. regular, ironic deposits wak|
+5441|41|F|131891.05|1994-07-21|4-NOT SPECIFIED|Clerk#000000257|0|after the furiously ironic |
+5442|43|O|139332.94|1998-01-13|4-NOT SPECIFIED|Clerk#000000954|0|ully. quickly express accounts against the|
+5443|131|O|124950.79|1996-10-10|4-NOT SPECIFIED|Clerk#000000492|0|al foxes could detect. blithely stealthy asymptotes kind|
+5444|130|P|172908.01|1995-03-18|1-URGENT|Clerk#000000677|0| asymptotes. asymptotes cajole quickly quickly bo|
+5445|115|F|114990.63|1993-07-26|5-LOW|Clerk#000000623|0|s. even, special requests cajole furiously even, |
+5446|7|F|29920.80|1994-06-21|5-LOW|Clerk#000000304|0| furiously final pac|
+5447|13|O|29029.84|1996-03-16|3-MEDIUM|Clerk#000000597|0|uternes around the furiously bold accounts wake after |
+5472|70|F|221636.83|1993-04-11|5-LOW|Clerk#000000552|0|counts. deposits about the slyly dogged pinto beans cajole slyly|
+5473|65|F|63041.33|1992-03-25|4-NOT SPECIFIED|Clerk#000000306|0|te the quickly stealthy ideas. even, regular deposits above|
+5474|55|F|131079.52|1992-06-01|4-NOT SPECIFIED|Clerk#000000487|0|gle blithely enticing ideas. final, exp|
+5475|139|O|10645.48|1996-07-07|5-LOW|Clerk#000000856|0|es shall boost slyly. furiously even deposits lose. instruc|
+5476|91|O|26906.38|1997-11-06|1-URGENT|Clerk#000000189|0|furiously final ideas. furiously bold dependencies sleep care|
+5477|107|O|130125.64|1997-12-30|5-LOW|Clerk#000000689|0|ckages. ironic deposits caj|
+5478|116|O|97502.23|1996-05-17|1-URGENT|Clerk#000000272|0|ckages. quickly pending deposits thrash furiously: bl|
+5479|70|F|70553.45|1993-12-22|3-MEDIUM|Clerk#000000335|0|ng asymptotes. pinto beans sleep care|
+5504|19|F|41492.25|1993-01-06|2-HIGH|Clerk#000000221|0|y pending packages. furiousl|
+5505|95|O|147329.51|1997-10-04|5-LOW|Clerk#000000719|0| final, regular packages according to the slyly ironic accounts nag ironica|
+5506|91|F|8413.31|1993-11-08|1-URGENT|Clerk#000000292|0|nusual theodolites. sly|
+5507|2|O|140363.70|1998-05-28|5-LOW|Clerk#000000692|0|the carefully ironic instructions are quickly iro|
+5508|56|O|3808.05|1996-06-21|1-URGENT|Clerk#000000128|0|y express packages cajole furiously. slyly unusual requests |
+5509|80|F|135335.96|1994-04-08|5-LOW|Clerk#000000164|0|usual deposits use packages. furiously final requests wake slyly about th|
+5510|37|F|126948.81|1993-01-08|3-MEDIUM|Clerk#000000819|0| nag slyly. carefully eve|
+5511|79|F|151089.96|1994-11-29|1-URGENT|Clerk#000000438|0|ng instructions integrate fluffily among the fluffily silent accounts. bli|
+5536|116|O|108196.56|1998-03-16|4-NOT SPECIFIED|Clerk#000000076|0| carefully final dolphins. ironic, ironic deposits lose. bold, |
+5537|118|O|102207.20|1996-10-03|3-MEDIUM|Clerk#000000742|0|ng to the daring, final |
+5538|139|F|90981.28|1993-12-25|1-URGENT|Clerk#000000992|0|ttainments. slyly final ideas are about the furiously silent excuses.|
+5539|119|F|39397.60|1994-07-31|5-LOW|Clerk#000000675|0|structions. slyly regular patterns solve above the carefully expres|
+5540|130|O|90707.58|1996-10-12|4-NOT SPECIFIED|Clerk#000000120|0|y ironic packages cajole blithely|
+5541|143|O|37526.68|1997-09-30|3-MEDIUM|Clerk#000000217|0|encies among the silent accounts sleep slyly quickly pending deposits|
+5542|49|O|6402.41|1996-04-20|4-NOT SPECIFIED|Clerk#000000100|0|riously among the regularly regular pac|
+5543|115|F|118201.53|1993-09-25|3-MEDIUM|Clerk#000000644|0|ckly regular epitaphs. carefully bold accounts haggle furiously|
+5568|31|O|105421.09|1995-06-07|3-MEDIUM|Clerk#000000491|0| nag. fluffily pending de|
+5569|109|F|126113.32|1993-04-30|4-NOT SPECIFIED|Clerk#000000759|0|e regular dependencies. furiously unusual ideas b|
+5570|112|O|78567.55|1996-08-12|2-HIGH|Clerk#000000795|0|eans. ironic, even requests doze |
+5571|103|F|79248.35|1992-12-19|4-NOT SPECIFIED|Clerk#000000184|0|ts cajole furiously carefully regular sheaves. un|
+5572|8|F|182966.39|1994-07-17|2-HIGH|Clerk#000000163|0|e fluffily express deposits cajole slyly across th|
+5573|37|O|158479.37|1996-08-15|3-MEDIUM|Clerk#000000055|0|lites. slyly final pinto beans about the carefully regul|
+5574|28|F|129803.03|1992-03-10|4-NOT SPECIFIED|Clerk#000000002|0|n deposits. special, regular t|
+5575|103|O|51839.94|1995-07-24|5-LOW|Clerk#000000948|0|uriously express frays breach|
+5600|95|O|53649.35|1997-02-08|4-NOT SPECIFIED|Clerk#000000019|0|lly regular deposits. car|
+5601|11|F|118570.79|1992-01-06|2-HIGH|Clerk#000000827|0|gular deposits wake platelets? blithe|
+5602|130|O|67979.49|1997-07-30|3-MEDIUM|Clerk#000000395|0|onic asymptotes haggl|
+5603|71|F|145100.47|1992-06-20|4-NOT SPECIFIED|Clerk#000000535|0| asymptotes. fluffily ironic instructions are. pending pinto bean|
+5604|46|O|98987.51|1998-04-14|4-NOT SPECIFIED|Clerk#000000123|0|ously across the blithely ironic pinto beans. sile|
+5605|35|O|172899.84|1996-08-22|2-HIGH|Clerk#000000538|0|sleep carefully final packages. dependencies wake slyly. theodol|
+5606|149|O|219959.08|1996-11-12|5-LOW|Clerk#000000688|0|uriously express pinto beans. packages sh|
+5607|92|F|24660.06|1992-01-01|4-NOT SPECIFIED|Clerk#000000137|0|c requests promise quickly fluffily ironic deposits. caref|
+5632|79|O|89503.11|1996-02-05|1-URGENT|Clerk#000000508|0|ons. blithely pending pinto beans thrash. furiously busy theodoli|
+5633|79|O|207119.83|1998-05-31|3-MEDIUM|Clerk#000000841|0|cial deposits wake final, final|
+5634|68|O|99494.67|1996-07-31|3-MEDIUM|Clerk#000000915|0|out the accounts. carefully ironic ideas are slyly. sheaves could h|
+5635|70|F|192217.86|1992-08-16|3-MEDIUM|Clerk#000000734|0|nal platelets sleep daringly. idle, final accounts about |
+5636|122|F|143350.75|1995-02-16|3-MEDIUM|Clerk#000000916|0|. boldly even Tiresias sleep. blithely ironic packages among the ca|
+5637|103|O|128776.90|1996-06-17|3-MEDIUM|Clerk#000000183|0|nic dolphins are regular packages. ironic pinto beans hagg|
+5638|109|F|79197.77|1994-01-17|1-URGENT|Clerk#000000355|0|enly bold deposits eat. special realms play against the regular, speci|
+5639|145|F|9669.46|1994-06-02|3-MEDIUM|Clerk#000000005|0|ending packages use after the blithely regular accounts. regular package|
+5664|119|O|186215.81|1998-07-23|2-HIGH|Clerk#000000789|0|the quickly ironic dolp|
+5665|100|F|129821.09|1993-06-28|4-NOT SPECIFIED|Clerk#000000513|0| carefully special instructions. ironic pinto beans nag slyly blithe|
+5666|14|F|121663.68|1994-02-02|2-HIGH|Clerk#000000396|0|mptotes. quickly final instructions are |
+5667|44|O|37301.25|1995-08-10|1-URGENT|Clerk#000000358|0|s print upon the quickly ironic packa|
+5668|109|F|13679.32|1995-03-22|4-NOT SPECIFIED|Clerk#000000047|0|p slyly slyly express accoun|
+5669|74|O|113156.30|1996-05-06|1-URGENT|Clerk#000000336|0|ng packages nag fluffily furio|
+5670|7|F|101429.61|1993-04-21|5-LOW|Clerk#000000922|0|he carefully final packages. deposits are slyly among the requests. |
+5671|43|O|176647.54|1998-02-06|2-HIGH|Clerk#000000838|0|k dependencies. slyly |
+5696|142|P|198723.30|1995-05-04|1-URGENT|Clerk#000000447|0|e quickly unusual pack|
+5697|55|F|99177.69|1992-10-05|1-URGENT|Clerk#000000112|0|pendencies impress furiously. bold, final requests solve ab|
+5698|95|F|154936.43|1994-05-21|3-MEDIUM|Clerk#000000455|0|he furiously silent accounts haggle blithely against the carefully unusual|
+5699|142|F|226314.91|1992-07-30|5-LOW|Clerk#000000311|0|o beans. ironic asymptotes boost. blithe, final courts integrate|
+5700|143|O|79901.18|1997-12-25|1-URGENT|Clerk#000000618|0|ly pending dolphins sleep carefully slyly pending i|
+5701|43|O|16689.19|1997-02-07|5-LOW|Clerk#000000798|0| blithely final pinto beans. blit|
+5702|97|F|153024.28|1993-09-07|4-NOT SPECIFIED|Clerk#000000743|0|ironic accounts. final accounts wake express deposits. final pac|
+5703|121|F|1816.28|1993-05-16|3-MEDIUM|Clerk#000000647|0|ly special instructions. slyly even reque|
+5728|80|F|85397.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000426|0|furiously express pin|
+5729|44|F|88080.33|1994-10-10|2-HIGH|Clerk#000000843|0|uffily sly accounts about|
+5730|11|O|10934.84|1997-12-18|1-URGENT|Clerk#000000181|0|l platelets. ironic pinto beans wake slyly. quickly b|
+5731|8|O|57823.37|1997-05-17|5-LOW|Clerk#000000841|0| silent excuses among the express accounts wake |
+5732|37|O|28330.42|1997-08-03|1-URGENT|Clerk#000000910|0|he quickly bold asymptotes: final platelets wake quickly. blithely final pinto|
+5733|101|F|38545.97|1993-03-17|2-HIGH|Clerk#000000873|0|osits. pending accounts boost quickly. furiously permanent acco|
+5734|94|O|45860.94|1997-10-12|3-MEDIUM|Clerk#000000084|0|efully even braids detect blithely alo|
+5735|40|F|39358.51|1994-12-11|3-MEDIUM|Clerk#000000600|0| bold realms cajole slyly fu|
+5760|25|F|59404.77|1994-05-25|4-NOT SPECIFIED|Clerk#000000498|0|s among the blithely regular frays haggle ironically bold theodolites. al|
+5761|16|O|130345.90|1998-07-06|3-MEDIUM|Clerk#000000208|0|s asymptotes cajole boldly. regular, |
+5762|49|O|165019.32|1997-02-14|1-URGENT|Clerk#000000901|0|ly bold packages: slyly ironic deposits sleep quietly foxes. express a|
+5763|8|O|140838.11|1998-06-26|4-NOT SPECIFIED|Clerk#000000633|0|according to the furiously regular pinto beans. even accounts wake fu|
+5764|131|F|53212.95|1993-10-03|4-NOT SPECIFIED|Clerk#000000363|0| furiously regular deposits haggle fluffily around th|
+5765|52|F|249900.42|1994-12-15|5-LOW|Clerk#000000959|0|longside of the quickly final packages. instructions so|
+5766|49|F|47940.51|1993-09-27|5-LOW|Clerk#000000753|0|. quickly final packages print slyly. fu|
+5767|118|F|135643.87|1992-04-29|2-HIGH|Clerk#000000225|0|ts wake fluffily above the r|
+5792|26|F|158991.89|1993-04-04|2-HIGH|Clerk#000000731|0|packages. doggedly bold deposits integrate furiously across the|
+5793|37|O|119887.47|1997-07-13|2-HIGH|Clerk#000000294|0|thely. fluffily even instructi|
+5794|8|F|122823.78|1993-04-05|5-LOW|Clerk#000000855|0|t accounts kindle about the gifts. as|
+5795|37|F|35514.45|1992-05-05|2-HIGH|Clerk#000000581|0| even instructions x-ray ironic req|
+5796|149|O|23280.61|1996-01-23|3-MEDIUM|Clerk#000000326|0|eodolites. slyly ironic pinto beans at the silent, special request|
+5797|122|O|15313.61|1997-10-15|4-NOT SPECIFIED|Clerk#000000381|0|ng! packages against the blithely b|
+5798|106|O|125011.92|1998-03-30|5-LOW|Clerk#000000343|0|lent accounts affix quickly! platelets run slyly slyly final packages. f|
+5799|26|O|71381.21|1995-08-03|1-URGENT|Clerk#000000238|0| unusual deposits sleep blithely along the carefully even requests. care|
+5824|56|O|169107.85|1996-12-03|2-HIGH|Clerk#000000171|0|unusual packages. even ideas along the even requests are along th|
+5825|61|F|23020.62|1995-02-21|5-LOW|Clerk#000000494|0|regular packages use bravely.|
+5826|22|O|21119.86|1998-06-13|1-URGENT|Clerk#000000087|0|even, regular dependenc|
+5827|31|O|137297.71|1998-07-23|3-MEDIUM|Clerk#000000660|0|hely furiously blithe dolphins. slyly |
+5828|127|F|62172.34|1994-03-06|5-LOW|Clerk#000000377|0|ages boost never during the final packa|
+5829|125|O|183734.56|1997-01-11|1-URGENT|Clerk#000000196|0|gular accounts. bold accounts are blithely furiously ironic r|
+5830|85|F|28223.57|1993-03-25|3-MEDIUM|Clerk#000000233|0|lites haggle. ironic, ironic instructions maintain blit|
+5831|139|O|113505.19|1996-11-17|5-LOW|Clerk#000000585|0|s final, final pinto beans. unusual depos|
+5856|37|F|71460.49|1994-11-06|2-HIGH|Clerk#000000634|0|special excuses. slyly final theodolites cajole blithely furiou|
+5857|124|O|158345.31|1997-11-06|4-NOT SPECIFIED|Clerk#000000267|0|gage blithely. quickly special ac|
+5858|64|F|181320.50|1992-07-14|4-NOT SPECIFIED|Clerk#000000580|0|lyly pending dugouts believe through the ironic deposits. silent s|
+5859|5|O|210643.96|1997-04-23|1-URGENT|Clerk#000000993|0|requests boost. asymptotes across the deposits solve slyly furiously pendin|
+5860|13|F|9495.28|1992-02-20|4-NOT SPECIFIED|Clerk#000000079|0| beans. bold, special foxes sleep about the ir|
+5861|139|O|41450.19|1997-04-10|3-MEDIUM|Clerk#000000094|0|rthogs cajole slyly. express packages sleep blithely final |
+5862|64|O|30550.90|1997-02-20|1-URGENT|Clerk#000000039|0|leep beneath the quickly busy excuses. ironic theodolit|
+5863|65|F|67941.54|1993-11-22|3-MEDIUM|Clerk#000000774|0|ets about the slyly pending ideas sleep according to the blithely |
+5888|46|O|67167.19|1996-09-28|3-MEDIUM|Clerk#000000748|0|quickly against the furiously final requests. evenly fi|
+5889|22|O|15417.57|1995-05-23|5-LOW|Clerk#000000690|0|ites wake across the slyly ironic|
+5890|49|F|41162.24|1992-11-04|2-HIGH|Clerk#000000013|0|packages. final, final reques|
+5891|46|F|41760.00|1992-12-29|3-MEDIUM|Clerk#000000302|0|ounts haggle furiously abo|
+5892|101|P|92340.77|1995-05-09|5-LOW|Clerk#000000639|0| pending instruction|
+5893|2|F|44777.63|1992-07-08|4-NOT SPECIFIED|Clerk#000000560|0|final sentiments. instructions boost above the never speci|
+5894|71|F|70377.31|1994-08-13|2-HIGH|Clerk#000000776|0|regular deposits wake|
+5895|64|O|201419.83|1997-01-01|4-NOT SPECIFIED|Clerk#000000747|0| ironic, unusual requests cajole blithely special, special deposits. s|
+5920|119|F|142767.26|1994-11-20|2-HIGH|Clerk#000000081|0|ns: even ideas cajole slyly among the packages. never ironic patterns|
+5921|58|F|152940.00|1994-04-07|5-LOW|Clerk#000000125|0|kly special requests breach.|
+5922|143|O|142494.99|1996-11-14|5-LOW|Clerk#000000625|0| ironic instructions haggle furiously blithely regular accounts: even platele|
+5923|101|O|157968.27|1997-05-27|2-HIGH|Clerk#000000304|0|o beans haggle slyly above the regular, even dependencies|
+5924|31|O|106823.97|1995-10-10|3-MEDIUM|Clerk#000000433|0|arefully after the pains. blithely ironic pinto |
+5925|146|O|242588.87|1995-11-13|5-LOW|Clerk#000000602|0|ourts. boldly regular foxes might sleep. slyly express tithes against |
+5926|76|F|105770.53|1994-05-20|5-LOW|Clerk#000000071|0| carefully after the furiously even re|
+5927|116|O|84983.90|1997-08-28|4-NOT SPECIFIED|Clerk#000000972|0|endencies according to the slyly ironic foxes detect furiously about the furio|
+5952|148|O|128624.99|1997-04-14|3-MEDIUM|Clerk#000000950|0| regular, final pla|
+5953|7|F|95312.81|1992-03-28|1-URGENT|Clerk#000000049|0|ages are furiously. slowly bold requests|
+5954|28|F|167262.34|1992-12-03|1-URGENT|Clerk#000000968|0|requests along the blith|
+5955|94|P|67944.38|1995-03-27|5-LOW|Clerk#000000340|0|deas integrate. fluffily regular pa|
+5956|22|O|118036.54|1998-05-18|1-URGENT|Clerk#000000587|0|le even, express platelets.|
+5957|89|F|230949.45|1993-12-27|2-HIGH|Clerk#000000020|0| dependencies are slyly. bold accounts according to the carefully regular r|
+5958|115|O|145060.41|1995-09-16|3-MEDIUM|Clerk#000000787|0|e final requests detect alongside of the qu|
+5959|23|F|195515.26|1992-05-15|3-MEDIUM|Clerk#000000913|0|into beans use ironic, unusual foxes. carefully regular excuses boost caref|
+5984|70|F|83413.30|1994-06-18|5-LOW|Clerk#000000023|0|ickly final pains haggle along the furiously ironic pinto bea|
+5985|143|F|3942.73|1995-01-12|3-MEDIUM|Clerk#000000417|0|as nag fluffily slyly permanent accounts. regular depo|
+5986|115|F|92187.80|1992-04-22|2-HIGH|Clerk#000000674|0|iously unusual notornis are |
+5987|64|O|98956.82|1996-08-03|1-URGENT|Clerk#000000464|0| ideas. quietly final accounts haggle blithely pending escapade|
+5988|31|F|41655.51|1993-11-22|4-NOT SPECIFIED|Clerk#000000867|0|fully express accounts. final pi|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/orders.tbl b/algebricks/algebricks-tests/data/tpch0.001/orders.tbl
new file mode 100644
index 0000000..1ebd663
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/orders.tbl
@@ -0,0 +1,1500 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|
+1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|
+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|
+1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|
+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|
+1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|
+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|
+1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|
+1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|
+1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|
+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|
+1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|
+1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|
+1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |
+1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|
+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|
+1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|
+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|
+1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|
+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|
+2983|62|F|58168.07|1992-01-07|1-URGENT|Clerk#000000278|0|r the even requests. accounts maintain. regular accounts|
+3008|40|O|156018.74|1995-11-08|3-MEDIUM|Clerk#000000701|0|ze quickly. blithely regular packages above the slyly bold foxes shall|
+3009|55|O|108424.94|1997-02-28|1-URGENT|Clerk#000000205|0|r ideas. carefully pe|
+3010|8|O|141647.08|1996-01-26|2-HIGH|Clerk#000000931|0| blithely final requests. special deposits are slyl|
+3011|91|F|46418.85|1992-01-14|5-LOW|Clerk#000000515|0|onic deposits kindle slyly. dependencies around the quickly iro|
+3012|32|F|91678.66|1993-05-05|1-URGENT|Clerk#000000414|0|ts after the regular pinto beans impress blithely s|
+3013|143|O|156407.40|1997-02-05|5-LOW|Clerk#000000591|0|the furiously pendin|
+3014|29|F|194159.59|1992-10-30|4-NOT SPECIFIED|Clerk#000000476|0|ep blithely according to the blith|
+3015|103|F|110826.83|1992-09-27|5-LOW|Clerk#000000013|0|ously regular deposits affix carefully. furiousl|
+3040|112|F|119201.64|1993-04-12|3-MEDIUM|Clerk#000000544|0|carefully special packages. blithe|
+3041|113|O|23039.46|1997-06-03|5-LOW|Clerk#000000092|0|s. unusual, pending deposits use carefully. thinly final|
+3042|20|F|104523.03|1994-11-21|3-MEDIUM|Clerk#000000573|0| the slyly ironic depo|
+3043|44|F|78221.69|1992-04-25|5-LOW|Clerk#000000137|0|cajole blithely furiously fina|
+3044|53|O|52433.54|1996-04-03|2-HIGH|Clerk#000000008|0|cajole final courts. ironic deposits about the quickly final re|
+3045|50|O|85822.67|1995-09-27|1-URGENT|Clerk#000000405|0| express courts sleep quickly special asymptotes. |
+3046|32|O|117817.52|1995-11-30|2-HIGH|Clerk#000000522|0|r deposits. platelets use furi|
+3047|25|O|37881.31|1997-03-21|1-URGENT|Clerk#000000962|0|as. slyly express deposits are dogged pearls. silent ide|
+3072|23|F|87475.82|1994-01-30|4-NOT SPECIFIED|Clerk#000000370|0|ely final deposits cajole carefully. ironic, re|
+3073|136|F|151419.50|1994-01-08|3-MEDIUM|Clerk#000000404|0|kly slyly bold accounts. express courts near the regular ideas sleep bli|
+3074|67|F|85861.93|1992-11-01|5-LOW|Clerk#000000546|0|yly even asymptotes shall have to haggle fluffily. deposits are|
+3075|127|F|37696.70|1994-05-07|3-MEDIUM|Clerk#000000433|0|ackages: carefully unusual reques|
+3076|92|F|93828.15|1993-07-23|2-HIGH|Clerk#000000099|0|busy foxes. deposits affix quickly ironic, pending pint|
+3077|121|O|99290.01|1997-08-06|2-HIGH|Clerk#000000228|0|kly. fluffily ironic requests use qui|
+3078|49|F|46310.83|1993-02-12|2-HIGH|Clerk#000000110|0|ounts are alongside of the blith|
+3079|100|O|148299.05|1997-09-12|5-LOW|Clerk#000000505|0|lly ironic accounts|
+3104|70|F|102693.61|1993-09-16|3-MEDIUM|Clerk#000000871|0|ges boost-- regular accounts are furiousl|
+3105|137|O|125396.80|1996-11-13|4-NOT SPECIFIED|Clerk#000000772|0|s. blithely final ins|
+3106|145|O|132494.97|1997-01-12|3-MEDIUM|Clerk#000000729|0|its use slyly final theodolites; regular dolphins hang above t|
+3107|26|O|107406.26|1997-08-21|1-URGENT|Clerk#000000669|0|ously even deposits acr|
+3108|85|F|63278.00|1993-08-05|1-URGENT|Clerk#000000574|0|s packages haggle furiously am|
+3109|124|F|216104.85|1993-07-24|5-LOW|Clerk#000000936|0|bold requests sleep quickly according to the slyly final|
+3110|88|F|115161.29|1994-12-17|2-HIGH|Clerk#000000564|0|round the fluffy instructions. carefully silent packages cajol|
+3111|133|O|154383.37|1995-08-25|5-LOW|Clerk#000000922|0|slyly regular theodolites. furious deposits cajole deposits. ironic theodoli|
+3136|23|F|145426.11|1994-08-10|4-NOT SPECIFIED|Clerk#000000891|0|tructions sleep slyly. pending di|
+3137|136|O|8958.65|1995-07-26|3-MEDIUM|Clerk#000000063|0|ymptotes wake carefully above t|
+3138|139|F|139579.18|1994-02-09|4-NOT SPECIFIED|Clerk#000000650|0|e fluffily final theodolites. even dependencies wake along the quickly ir|
+3139|17|F|40975.96|1992-01-02|3-MEDIUM|Clerk#000000855|0|ounts against the ruthlessly unusual dolphins|
+3140|145|F|54356.10|1992-04-09|1-URGENT|Clerk#000000670|0|carefully ironic deposits use furiously. blith|
+3141|26|O|115959.96|1995-11-10|1-URGENT|Clerk#000000475|0|es. furiously bold instructions after the carefully final p|
+3142|8|F|16030.15|1992-06-28|3-MEDIUM|Clerk#000000043|0|usual accounts about the carefully special requests sleep slyly quickly regul|
+3143|107|F|135647.68|1993-02-17|1-URGENT|Clerk#000000519|0| are final, ironic accounts. ironic |
+3168|136|F|69412.71|1992-01-30|5-LOW|Clerk#000000352|0|s sleep slyly? ironic, furious instructions detect. quickly final i|
+3169|19|F|126804.90|1993-12-21|3-MEDIUM|Clerk#000000252|0| even pinto beans are blithely special, special multip|
+3170|5|O|190142.17|1997-11-09|1-URGENT|Clerk#000000288|0|requests. furiously bold|
+3171|47|F|84405.78|1993-04-06|5-LOW|Clerk#000000940|0|ar deposits. idly r|
+3172|89|F|121360.83|1992-06-03|4-NOT SPECIFIED|Clerk#000000771|0|es. slyly ironic packages x-ra|
+3173|148|O|64892.73|1996-08-10|5-LOW|Clerk#000000516|0|ial requests lose along t|
+3174|127|O|92856.91|1995-11-15|5-LOW|Clerk#000000663|0|rts. silent, regular pinto beans are blithely regular packages. furiousl|
+3175|44|F|205282.63|1994-07-15|5-LOW|Clerk#000000629|0| across the slyly even realms use carefully ironic deposits: sl|
+3200|13|O|131103.31|1996-02-07|1-URGENT|Clerk#000000020|0| regular dependencies impress evenly even excuses. blithely |
+3201|97|F|90755.31|1993-07-02|4-NOT SPECIFIED|Clerk#000000738|0|. busy, express instruction|
+3202|88|F|50601.01|1992-12-24|5-LOW|Clerk#000000067|0|fluffily express requests affix carefully around th|
+3203|127|O|49357.72|1997-11-05|2-HIGH|Clerk#000000493|0|e furiously silent warhorses. slyly silent deposits wake bli|
+3204|10|F|41573.42|1992-12-26|1-URGENT|Clerk#000000693|0|ess somas cajole slyly. pending accounts cajole|
+3205|148|F|153637.79|1992-04-11|5-LOW|Clerk#000000803|0|e furiously. quickly regular dinos about the final pinto be|
+3206|122|O|64344.86|1996-08-09|1-URGENT|Clerk#000000755|0|ntegrate furiously final, express |
+3207|22|O|133038.59|1998-02-16|1-URGENT|Clerk#000000695|0|uriously accounts. fluffily i|
+3232|82|F|55619.01|1992-10-09|1-URGENT|Clerk#000000314|0|yly final accounts. packages agains|
+3233|140|F|54121.92|1994-10-24|5-LOW|Clerk#000000470|0|ly ironic epitaphs use stealthy, express deposits. quickly regular instruct|
+3234|14|O|147343.68|1996-04-05|4-NOT SPECIFIED|Clerk#000000367|0|ents according to the dependencies will sleep after the blithely even p|
+3235|46|O|104695.09|1995-11-15|5-LOW|Clerk#000000349|0| quickly pinto beans. ironi|
+3236|142|O|39470.39|1996-11-06|4-NOT SPECIFIED|Clerk#000000553|0|ithely slyly pending req|
+3237|19|F|10508.12|1992-06-03|1-URGENT|Clerk#000000606|0|inal requests. slyly even foxes detect about the furiously exp|
+3238|61|F|41375.69|1993-02-21|5-LOW|Clerk#000000818|0|lly express deposits are. furiously unusual ideas wake carefully somas. instr|
+3239|35|O|156802.80|1998-01-12|4-NOT SPECIFIED|Clerk#000000619|0| cajole carefully along the furiously pending deposits. |
+3264|94|O|162634.53|1996-11-02|5-LOW|Clerk#000000244|0|carefully. express, bold|
+3265|53|F|43315.15|1992-06-27|1-URGENT|Clerk#000000265|0|re quickly quickly pe|
+3266|4|P|68309.28|1995-03-17|5-LOW|Clerk#000000545|0|refully ironic instructions. slyly final pi|
+3267|112|O|33998.90|1997-01-07|5-LOW|Clerk#000000484|0| the packages. regular decoys about the bold dependencies grow fi|
+3268|142|F|36024.96|1994-06-25|5-LOW|Clerk#000000746|0|y brave requests unwind furiously accordin|
+3269|17|O|218697.85|1996-03-01|3-MEDIUM|Clerk#000000378|0|ts. accounts wake carefully. carefully dogged accounts wake slyly slyly i|
+3270|38|O|166669.86|1997-05-28|1-URGENT|Clerk#000000375|0|uffily pending courts ca|
+3271|34|F|86534.05|1992-01-01|1-URGENT|Clerk#000000421|0|s. furiously regular requests|
+3296|148|F|187553.35|1994-10-19|3-MEDIUM|Clerk#000000991|0|as! carefully final requests wake. furiously even|
+3297|139|F|9679.45|1992-11-03|2-HIGH|Clerk#000000220|0| after the theodolites cajole carefully according to the finally|
+3298|116|O|62716.67|1996-04-17|5-LOW|Clerk#000000241|0|even accounts boost |
+3299|91|F|42867.92|1993-12-26|3-MEDIUM|Clerk#000000853|0|bold deposits. special instructions sleep care|
+3300|118|O|27049.22|1995-07-15|5-LOW|Clerk#000000198|0|ses. carefully unusual instructions must have to detect about the blithel|
+3301|133|F|48497.09|1994-09-04|4-NOT SPECIFIED|Clerk#000000325|0|ular gifts impress enticingly carefully express deposits; instructions boo|
+3302|34|O|38330.42|1995-11-14|2-HIGH|Clerk#000000367|0|eep blithely ironic requests. quickly even courts haggle slyly|
+3303|145|O|97758.28|1997-12-14|4-NOT SPECIFIED|Clerk#000000661|0|nto beans sleep furiously above the carefully ironic |
+3328|7|F|139580.85|1992-11-19|5-LOW|Clerk#000000384|0|ake among the express accounts? carefully ironic packages cajole never.|
+3329|4|O|46107.70|1995-07-03|2-HIGH|Clerk#000000236|0|old deposits. special accounts haggle furiousl|
+3330|7|F|43255.19|1994-12-19|1-URGENT|Clerk#000000124|0|kages use. carefully regular deposits cajole carefully about |
+3331|91|F|65189.17|1993-05-21|2-HIGH|Clerk#000000901|0|uffily carefully sly accounts. blithely unu|
+3332|143|F|73739.06|1994-11-05|1-URGENT|Clerk#000000840|0|ans detect carefully furiously final deposits: regular accoun|
+3333|92|F|197973.22|1992-09-16|4-NOT SPECIFIED|Clerk#000000157|0|ctions boost slyly quickly even accounts. deposits along|
+3334|76|O|28930.68|1996-02-18|5-LOW|Clerk#000000532|0|ounts maintain carefully. furiously close request|
+3335|49|O|112603.34|1995-10-15|3-MEDIUM|Clerk#000000694|0| deposits poach. ironic ideas about the carefully ironi|
+3360|103|O|168750.48|1998-01-23|5-LOW|Clerk#000000254|0| the deposits. fluffily bold requests cajole regula|
+3361|49|F|75026.51|1992-08-23|4-NOT SPECIFIED|Clerk#000000577|0|unts detect furiously instructions. slow deposi|
+3362|140|O|183176.60|1995-07-29|5-LOW|Clerk#000000011|0|the quickly pending deposits. silent, ev|
+3363|52|O|91017.61|1995-09-23|2-HIGH|Clerk#000000615|0|posits. ironic, final deposits are furiously slyly pending |
+3364|46|O|108412.57|1997-06-21|1-URGENT|Clerk#000000280|0|y even foxes? blithely stea|
+3365|82|F|174634.12|1994-11-09|2-HIGH|Clerk#000000126|0|he slyly regular foxes nag about the accounts. fluffily |
+3366|52|O|13603.08|1997-05-18|1-URGENT|Clerk#000000160|0| pinto beans upon the quickly expres|
+3367|73|F|101339.68|1992-12-31|4-NOT SPECIFIED|Clerk#000000029|0|efully blithely ironic pinto beans. carefully close |
+3392|74|O|96057.42|1995-10-28|1-URGENT|Clerk#000000325|0|es thrash blithely depths. bold multipliers wake f|
+3393|98|O|183104.71|1995-07-04|2-HIGH|Clerk#000000076|0|even requests. excuses are carefully deposits. fluf|
+3394|149|O|162165.94|1996-05-05|4-NOT SPECIFIED|Clerk#000000105|0| blithely among the attainments. carefully final accounts nag blit|
+3395|149|F|141486.77|1994-10-30|4-NOT SPECIFIED|Clerk#000000682|0|ideas haggle beside the ev|
+3396|149|F|196443.16|1994-05-21|3-MEDIUM|Clerk#000000868|0|uffily regular platelet|
+3397|130|F|80084.61|1994-06-23|3-MEDIUM|Clerk#000000048|0|yly. final deposits wake f|
+3398|67|O|1147.42|1996-09-23|1-URGENT|Clerk#000000818|0|uthless, special courts atop the unusual accounts grow fur|
+3399|122|P|56938.16|1995-02-28|4-NOT SPECIFIED|Clerk#000000575|0|the carefully sly accounts. regular, pending theodolites wa|
+3424|103|O|42410.57|1996-08-21|1-URGENT|Clerk#000000190|0|ven requests are quickly pending accounts. blithely furious requests |
+3425|115|O|157040.57|1996-03-31|4-NOT SPECIFIED|Clerk#000000188|0|ions. deposits nag blithely alongside of the carefully f|
+3426|53|O|91929.93|1996-10-16|3-MEDIUM|Clerk#000000283|0|alongside of the slyly|
+3427|4|O|133451.14|1997-05-29|4-NOT SPECIFIED|Clerk#000000404|0|y final pinto beans snooze fluffily bold asymptot|
+3428|10|O|88047.04|1996-04-07|5-LOW|Clerk#000000953|0|lar excuses. slyly pending ideas detect p|
+3429|146|O|141902.54|1997-01-06|4-NOT SPECIFIED|Clerk#000000737|0|l deposits cajole furiously enticing deposits. blithe packages haggle careful|
+3430|113|F|161066.22|1994-12-12|4-NOT SPECIFIED|Clerk#000000664|0| regular attainments are at the final foxes. final packages along the blithe|
+3431|47|F|45536.27|1993-08-22|1-URGENT|Clerk#000000439|0| sleep. slyly busy Tiresias a|
+3456|46|F|32796.35|1993-06-01|5-LOW|Clerk#000000924|0|es promise slyly. ironicall|
+3457|25|P|174223.20|1995-04-27|4-NOT SPECIFIED|Clerk#000000849|0|ely thin asymptotes. deposits kindle. pending|
+3458|95|F|153069.14|1994-12-22|2-HIGH|Clerk#000000392|0|rges snooze. slyly unusua|
+3459|119|F|127134.05|1994-07-28|4-NOT SPECIFIED|Clerk#000000777|0|n instructions? carefully regular excuses are blithely. silent, ironi|
+3460|82|O|245976.74|1995-10-03|2-HIGH|Clerk#000000078|0|ans integrate carefu|
+3461|100|F|190960.69|1993-01-31|1-URGENT|Clerk#000000504|0|al, bold deposits cajole fluffily fluffily final foxes. pending ideas beli|
+3462|133|O|63590.17|1997-05-17|3-MEDIUM|Clerk#000000657|0|uriously express asympto|
+3463|89|F|85255.56|1993-08-18|1-URGENT|Clerk#000000545|0|ding to the carefully ironic deposits|
+3488|148|F|92716.17|1995-01-08|3-MEDIUM|Clerk#000000694|0|cording to the carefully regular deposits. re|
+3489|109|F|62453.97|1993-07-29|3-MEDIUM|Clerk#000000307|0|s detect. carefully even platelets across the fur|
+3490|91|O|100106.96|1997-05-26|5-LOW|Clerk#000000703|0|gular ideas. furiously silent deposits across the unusual accounts boost i|
+3491|83|O|50287.06|1998-06-24|1-URGENT|Clerk#000000560|0|nic orbits believe carefully across the |
+3492|103|F|168721.45|1994-11-24|5-LOW|Clerk#000000066|0|packages along the regular foxes lose final dependencie|
+3493|82|F|41686.10|1993-08-24|2-HIGH|Clerk#000000887|0|lyly special accounts use blithely across the furiously sil|
+3494|49|F|136058.70|1993-04-04|5-LOW|Clerk#000000559|0|r instructions haggle. accounts cajole. carefully final requests at the |
+3495|31|O|58666.79|1996-02-26|2-HIGH|Clerk#000000441|0|nticing excuses are carefully|
+3520|125|O|151233.65|1997-08-04|1-URGENT|Clerk#000000023|0|hely. ideas nag; even, even fo|
+3521|7|F|142029.67|1992-10-26|5-LOW|Clerk#000000812|0|y even instructions cajole carefully above the bli|
+3522|26|F|151515.08|1994-09-26|5-LOW|Clerk#000000250|0|deposits-- slyly stealthy requests boost caref|
+3523|149|O|129657.08|1998-04-07|2-HIGH|Clerk#000000688|0|are on the carefully even depe|
+3524|94|F|22767.49|1992-05-03|2-HIGH|Clerk#000000607|0|efully unusual tithes among the foxes use blithely daringly bold deposits. re|
+3525|109|O|100749.60|1995-12-22|4-NOT SPECIFIED|Clerk#000000084|0|s nag among the blithely e|
+3526|56|F|53827.34|1995-03-16|5-LOW|Clerk#000000364|0|to the quickly special deposits print agai|
+3527|56|O|145232.09|1997-06-21|5-LOW|Clerk#000000874|0|regular ideas across the quickly bold theodo|
+3552|35|O|103656.44|1997-04-23|2-HIGH|Clerk#000000973|0| the ironic packages. furiously |
+3553|91|F|119838.14|1994-05-18|3-MEDIUM|Clerk#000000270|0|counts mold furiously. slyly i|
+3554|44|O|98335.61|1995-06-17|5-LOW|Clerk#000000931|0|hely ironic requests haggl|
+3555|46|O|134442.37|1996-07-07|5-LOW|Clerk#000000585|0|s nag carefully regular, even pinto be|
+3556|16|F|114681.55|1992-09-23|4-NOT SPECIFIED|Clerk#000000140|0|e. dependencies need to haggle alongs|
+3557|121|F|85477.89|1992-11-09|2-HIGH|Clerk#000000291|0|ithely courts. furi|
+3558|28|O|112912.00|1996-02-29|1-URGENT|Clerk#000000841|0|around the furiously even requests. quickl|
+3559|106|F|30722.49|1992-10-24|3-MEDIUM|Clerk#000000634|0|sly deposits. fluffily final ideas cajole careful|
+3584|13|O|80487.97|1997-08-11|1-URGENT|Clerk#000000760|0|fully bold packages. fluffily final braids haggle final, ironic dolphins. b|
+3585|139|F|159015.39|1994-11-23|2-HIGH|Clerk#000000988|0|regular asymptotes. bold pains above the carefully pending asymptot|
+3586|121|F|112845.04|1993-12-05|2-HIGH|Clerk#000000438|0|he quickly final courts. carefully regular requests nag unusua|
+3587|79|O|174798.97|1996-05-10|4-NOT SPECIFIED|Clerk#000000443|0|ular patterns detect |
+3588|119|F|207925.83|1995-03-19|4-NOT SPECIFIED|Clerk#000000316|0|ong the pains. evenly unusual |
+3589|31|F|39103.37|1994-05-26|2-HIGH|Clerk#000000023|0|ithe deposits nag furiously. furiously pending packages sleep f|
+3590|149|P|218482.70|1995-05-13|5-LOW|Clerk#000000986|0|lyly final deposits.|
+3591|136|F|98140.86|1993-12-08|3-MEDIUM|Clerk#000000144|0|ual foxes haggle! unusual request|
+3616|128|F|60933.29|1994-02-16|4-NOT SPECIFIED|Clerk#000000268|0|uickly about the quickly final requests. fluffily final packages wake evenly|
+3617|40|O|126205.42|1996-03-19|3-MEDIUM|Clerk#000000886|0|the carefully regular platelets ha|
+3618|10|O|136954.81|1997-12-13|3-MEDIUM|Clerk#000000894|0|. ideas run carefully. thin, pending |
+3619|149|O|222274.54|1996-11-20|2-HIGH|Clerk#000000211|0|uests mold after the blithely ironic excuses. slyly pending pa|
+3620|44|O|59291.75|1997-03-07|5-LOW|Clerk#000000124|0|le quickly against the epitaphs. requests sleep slyly according to the|
+3621|142|F|106150.05|1993-05-06|3-MEDIUM|Clerk#000000643|0|kly unusual deposits. qu|
+3622|91|O|109202.90|1995-11-27|5-LOW|Clerk#000000012|0|c deposits are fluffily about the blithely final theo|
+3623|4|O|175017.68|1996-12-26|1-URGENT|Clerk#000000184|0|- ironic excuses boost quickly in place |
+3648|125|F|180417.11|1993-06-17|5-LOW|Clerk#000000717|0|foxes. unusual deposits boost quickly. slyly regular asymptotes across t|
+3649|40|F|124470.32|1994-07-06|5-LOW|Clerk#000000349|0|taphs boost above the final p|
+3650|46|F|189547.57|1992-05-28|4-NOT SPECIFIED|Clerk#000000454|0|kages sleep fluffily slyly|
+3651|100|O|113191.45|1998-04-27|1-URGENT|Clerk#000000222|0|ly unusual deposits thrash quickly after the ideas.|
+3652|107|O|107732.23|1997-02-25|4-NOT SPECIFIED|Clerk#000000024|0|sly even requests after the |
+3653|40|F|142866.39|1994-03-27|1-URGENT|Clerk#000000402|0| pearls. bold accounts are along the ironic,|
+3654|7|F|222653.54|1992-06-03|5-LOW|Clerk#000000475|0|s cajole slyly carefully special theodolites. even deposits haggl|
+3655|49|F|74882.22|1992-10-06|1-URGENT|Clerk#000000815|0|er the carefully unusual deposits sleep quickly according to|
+3680|127|F|124402.59|1992-12-10|4-NOT SPECIFIED|Clerk#000000793|0|ular platelets. carefully regular packages cajole blithely al|
+3681|52|F|36889.65|1992-04-04|1-URGENT|Clerk#000000566|0|. ironic deposits against the ironic, regular frets use pending plat|
+3682|32|O|67525.43|1997-01-22|2-HIGH|Clerk#000000001|0|es haggle carefully. decoys nag |
+3683|88|F|99960.46|1993-03-04|2-HIGH|Clerk#000000248|0|ze across the express foxes. carefully special acco|
+3684|23|F|89509.91|1993-07-20|2-HIGH|Clerk#000000835|0|bold accounts affix along the carefully ironic requ|
+3685|16|F|154958.89|1992-01-17|3-MEDIUM|Clerk#000000954|0| sleep fluffily special ide|
+3686|40|O|82190.77|1998-07-07|2-HIGH|Clerk#000000175|0|s. furiously final pinto beans poach carefully among |
+3687|43|F|99851.38|1993-02-03|1-URGENT|Clerk#000000585|0|gular accounts. slyly regular instructions can are final ide|
+3712|64|F|127527.05|1992-01-02|2-HIGH|Clerk#000000032|0| promise according |
+3713|149|O|215342.63|1998-05-07|3-MEDIUM|Clerk#000000325|0|s haggle quickly. ironic, regular Tiresi|
+3714|40|O|84493.55|1998-05-01|3-MEDIUM|Clerk#000000595|0|nding accounts. ironic pinto beans wake slyly. furiously pendin|
+3715|65|O|64000.93|1996-03-18|1-URGENT|Clerk#000000463|0| always silent requests wake pinto beans. slyly pending foxes are aga|
+3716|43|O|146221.66|1997-08-19|4-NOT SPECIFIED|Clerk#000000748|0| pending ideas haggle. ironic,|
+3717|28|O|176525.53|1998-06-03|4-NOT SPECIFIED|Clerk#000000974|0|t the carefully even ideas use sp|
+3718|31|O|63195.54|1996-10-23|2-HIGH|Clerk#000000016|0|refully. furiously final packages use carefully slyly pending deposits! final,|
+3719|118|O|139902.71|1997-02-16|2-HIGH|Clerk#000000034|0|, enticing accounts are blithely among the daringly final asymptotes. furious|
+3744|65|F|33085.68|1992-01-10|3-MEDIUM|Clerk#000000765|0|osits sublate about the regular requests. fluffily unusual accou|
+3745|112|F|19405.73|1993-09-29|5-LOW|Clerk#000000181|0|ckages poach slyly against the foxes. slyly ironic instructi|
+3746|74|F|80018.54|1994-09-11|4-NOT SPECIFIED|Clerk#000000188|0|. express, special requests nag quic|
+3747|149|O|204355.65|1996-08-20|1-URGENT|Clerk#000000226|0|refully across the final theodolites. carefully bold accounts cajol|
+3748|53|O|83804.38|1998-02-28|1-URGENT|Clerk#000000156|0|slyly special packages|
+3749|38|P|87073.89|1995-02-24|3-MEDIUM|Clerk#000000639|0|y regular instructions haggle blithel|
+3750|97|P|177181.67|1995-04-30|3-MEDIUM|Clerk#000000885|0|y. express, even packages wake after the ide|
+3751|10|F|202917.72|1994-04-27|4-NOT SPECIFIED|Clerk#000000925|0|sheaves. express, unusual t|
+3776|85|F|150349.92|1992-11-20|2-HIGH|Clerk#000000698|0|efully even platelets slee|
+3777|28|F|82467.29|1994-04-08|3-MEDIUM|Clerk#000000941|0| regular, special dolphins cajole enticingly ca|
+3778|106|F|221036.31|1993-05-26|1-URGENT|Clerk#000000187|0| above the express requests. packages maintain fluffily according to|
+3779|74|O|31538.94|1997-01-05|4-NOT SPECIFIED|Clerk#000000670|0| against the deposits. quickly bold instructions x-ray. pending fox|
+3780|41|O|65385.42|1996-04-13|5-LOW|Clerk#000000967|0| around the brave, pendin|
+3781|139|O|133864.82|1996-06-20|1-URGENT|Clerk#000000394|0|yly after the ruthless packages. pinto beans use slyly: never ironic dependenc|
+3782|65|O|145096.17|1996-08-24|1-URGENT|Clerk#000000121|0|counts are. pending, regular asym|
+3783|44|F|155017.92|1993-12-06|4-NOT SPECIFIED|Clerk#000000614|0| along the pinto beans. special packages use. regular theo|
+3808|79|F|228054.01|1994-04-24|1-URGENT|Clerk#000000717|0|odolites. blithely ironic cour|
+3809|148|O|143070.70|1996-05-01|5-LOW|Clerk#000000646|0| regular excuses. even theodolites are fluffily according to t|
+3810|100|F|124675.27|1992-09-17|1-URGENT|Clerk#000000660|0|ters sleep across the carefully final |
+3811|80|O|154967.89|1998-04-16|3-MEDIUM|Clerk#000000290|0|sits wake slyly abo|
+3812|41|O|70502.52|1996-08-13|3-MEDIUM|Clerk#000000727|0|al, final requests cajole|
+3813|146|O|77247.05|1998-06-29|1-URGENT|Clerk#000000531|0|g the furiously regular instructions|
+3814|118|P|149451.88|1995-02-22|5-LOW|Clerk#000000669|0| the furiously pending theodo|
+3815|104|O|14275.01|1997-08-26|1-URGENT|Clerk#000000249|0|es snooze carefully stealth|
+3840|100|O|187156.38|1998-07-17|4-NOT SPECIFIED|Clerk#000000713|0|yly slow theodolites. enticingly |
+3841|58|F|129033.13|1994-10-05|4-NOT SPECIFIED|Clerk#000000018|0| bold requests sleep quickly ironic packages. sometimes regular deposits nag |
+3842|28|F|131447.03|1992-04-09|5-LOW|Clerk#000000418|0|silent ideas. final deposits use furiously. blithely express excuses cajole fu|
+3843|10|O|34035.17|1997-01-04|4-NOT SPECIFIED|Clerk#000000693|0|eodolites; slyly unusual accounts nag boldly |
+3844|79|F|6793.45|1994-12-29|1-URGENT|Clerk#000000686|0|r dolphins. slyly ironic theodolites ag|
+3845|89|F|134333.33|1992-04-26|1-URGENT|Clerk#000000404|0|es among the pending, regular accounts sleep blithely blithely even de|
+3846|49|O|123120.06|1998-02-05|2-HIGH|Clerk#000000877|0|y alongside of the slyl|
+3847|34|F|7014.31|1993-03-12|5-LOW|Clerk#000000338|0|uriously even deposits. furiously pe|
+3872|134|O|198538.68|1996-09-06|5-LOW|Clerk#000000943|0|counts boost slyly against the ironic platelets-- blithely p|
+3873|55|O|95291.79|1998-03-30|4-NOT SPECIFIED|Clerk#000000791|0|express deposits-- even ideas |
+3874|119|F|66455.34|1993-06-09|3-MEDIUM|Clerk#000000208|0|ular asymptotes sleep blithely ironic ideas. blithel|
+3875|118|O|74483.95|1997-09-10|1-URGENT|Clerk#000000587|0| solve among the fluffily even |
+3876|29|O|95126.32|1996-08-02|5-LOW|Clerk#000000708|0|into beans. blithely|
+3877|17|F|178492.01|1993-05-21|5-LOW|Clerk#000000652|0|foxes. thinly bold reques|
+3878|88|O|59989.66|1997-03-23|1-URGENT|Clerk#000000314|0|e carefully regular platelets. special, express dependencies slee|
+3879|142|O|80274.22|1995-11-23|1-URGENT|Clerk#000000231|0|sts along the quickly ironic sentiments cajole carefully according to t|
+3904|149|O|39338.44|1997-11-15|4-NOT SPECIFIED|Clerk#000000883|0|sits haggle furiously across the requests. theodolites ha|
+3905|22|F|56227.04|1993-12-21|4-NOT SPECIFIED|Clerk#000000573|0|usly even accounts lose quietly above the slyly express p|
+3906|46|F|145630.76|1992-05-28|3-MEDIUM|Clerk#000000867|0|ironic theodolites haggle blithely above the final re|
+3907|67|F|240457.56|1992-08-19|3-MEDIUM|Clerk#000000084|0|gular pinto beans sleep f|
+3908|43|F|57127.71|1993-03-09|3-MEDIUM|Clerk#000000490|0|ounts cajole. regularly|
+3909|22|O|82746.74|1998-07-27|1-URGENT|Clerk#000000980|0|nic, special theodolites sleep furiously! furiously |
+3910|64|O|47272.67|1996-08-26|3-MEDIUM|Clerk#000000270|0|ickly. furiously final packag|
+3911|10|P|35019.95|1995-03-17|4-NOT SPECIFIED|Clerk#000000818|0|he fluffily final forges haggle slyly according to the blithely|
+3936|32|O|168618.39|1996-11-07|2-HIGH|Clerk#000000200|0|iously express packages engage slyly fina|
+3937|94|O|187516.29|1997-11-30|4-NOT SPECIFIED|Clerk#000000189|0|ckages boost carefully blithely q|
+3938|31|F|46918.22|1993-03-03|1-URGENT|Clerk#000000199|0|. unusual, final foxes haggle|
+3939|70|O|8720.45|1996-01-11|5-LOW|Clerk#000000647|0|ly ruthlessly silent requests. blithely regular requests haggle blithely wh|
+3940|149|O|129012.84|1996-02-14|5-LOW|Clerk#000000363|0|e above the ideas. quickly even dependencies along the blithely ir|
+3941|136|O|95453.80|1996-08-29|2-HIGH|Clerk#000000503|0|gular theodolites integrate quickly |
+3942|76|F|38596.81|1993-06-28|4-NOT SPECIFIED|Clerk#000000608|0|eas cajole bold requests. idly silent instructions |
+3943|40|O|60314.97|1996-10-09|5-LOW|Clerk#000000482|0|se alongside of the final pinto beans. regular packages boost across the ca|
+3968|25|O|121704.45|1997-02-17|4-NOT SPECIFIED|Clerk#000000431|0| the slyly special accounts; |
+3969|52|O|169797.40|1997-05-14|2-HIGH|Clerk#000000731|0|uriously final dependencies slee|
+3970|76|F|163709.85|1992-03-27|3-MEDIUM|Clerk#000000190|0|luffily furiously regular deposits. blithely special requests cajole blithely|
+3971|104|O|47925.47|1996-06-28|5-LOW|Clerk#000000287|0|alongside of the instructions ought to are |
+3972|124|F|1861.19|1994-04-21|3-MEDIUM|Clerk#000000049|0|y regular requests haggle quickly. pending, express acco|
+3973|103|F|91541.48|1992-03-24|4-NOT SPECIFIED|Clerk#000000114|0|somas according to the quickly even instructions wake fu|
+3974|94|O|56779.06|1996-03-05|4-NOT SPECIFIED|Clerk#000000938|0|deposits are furiously beneath the bl|
+3975|118|O|37804.43|1995-04-11|3-MEDIUM|Clerk#000000016|0|ts. regular, regular Tiresias play furiously. ironi|
+4000|70|F|84053.93|1992-01-04|5-LOW|Clerk#000000339|0|le carefully closely even pinto beans. regular, ironic foxes against the|
+4001|115|O|95929.46|1997-05-15|3-MEDIUM|Clerk#000000878|0|detect. asymptotes sleep furio|
+4002|104|O|76518.11|1997-04-08|5-LOW|Clerk#000000097|0| regular braids are. furiously even patterns agains|
+4003|112|F|17603.01|1993-01-27|1-URGENT|Clerk#000000177|0| blithe theodolites are slyly. slyly silent accounts toward|
+4004|70|F|220715.14|1993-05-07|3-MEDIUM|Clerk#000000273|0|accounts among the blithely regular sentiments |
+4005|140|O|129062.13|1996-11-20|2-HIGH|Clerk#000000341|0|ily according to the slyly iron|
+4006|35|F|70557.05|1995-01-04|3-MEDIUM|Clerk#000000765|0|ly ironic packages integrate. regular requests alongside of |
+4007|8|F|116193.97|1993-06-18|2-HIGH|Clerk#000000623|0|ecial packages. slyly regular accounts integrate |
+4032|10|O|62497.51|1998-02-26|3-MEDIUM|Clerk#000000686|0|iresias sleep slyly regular ideas. quickly unusual|
+4033|83|F|57740.74|1993-06-02|5-LOW|Clerk#000000181|0|ously bold instructions haggle furiously above the fluf|
+4034|94|F|186912.51|1993-11-14|4-NOT SPECIFIED|Clerk#000000548|0|ts x-ray. express requests affix fluffily regular theodolites. pending, fina|
+4035|118|F|22840.21|1992-02-19|5-LOW|Clerk#000000097|0|he ironic deposits sleep blith|
+4036|47|O|82563.10|1997-04-26|3-MEDIUM|Clerk#000000398|0|ly express deposits nag slyly. ironic, final asymptotes boost bra|
+4037|121|F|36389.43|1993-03-24|2-HIGH|Clerk#000000384|0|t carefully above the unusual the|
+4038|94|O|155045.39|1996-01-06|1-URGENT|Clerk#000000272|0|re slyly. silent requests wake quickly. regular packages play quickly |
+4039|29|O|143753.01|1997-11-16|1-URGENT|Clerk#000000358|0|ly ironic deposits. ironic reques|
+4064|130|O|148500.71|1996-10-10|4-NOT SPECIFIED|Clerk#000000598|0|ccounts. furiously unusual theodolites wake carefully about|
+4065|80|F|156345.64|1994-06-09|1-URGENT|Clerk#000000131|0|even foxes! slyly final deposits agai|
+4066|32|O|176911.21|1997-01-27|4-NOT SPECIFIED|Clerk#000000286|0|yly ironic dinos. quickly regular accounts haggle. requests wa|
+4067|16|F|136517.34|1992-10-07|2-HIGH|Clerk#000000027|0|tes boost furiously quick asymptotes. final deposits of the dolphins solv|
+4068|125|O|71852.67|1996-09-18|3-MEDIUM|Clerk#000000203|0|lly even accounts wake furiously across the unusual platelets. unusu|
+4069|73|F|198816.13|1992-05-13|3-MEDIUM|Clerk#000000359|0|deposits: slyly bold ideas detect furiously. f|
+4070|29|O|98275.37|1995-06-12|2-HIGH|Clerk#000000713|0|xpress ideas poach ab|
+4071|148|O|67789.42|1996-09-15|4-NOT SPECIFIED|Clerk#000000486|0|nal deposits. pending deposits d|
+4096|139|F|81089.61|1992-07-03|4-NOT SPECIFIED|Clerk#000000706|0|sits. quickly thin deposits x-ray blith|
+4097|10|O|134308.04|1996-05-24|1-URGENT|Clerk#000000475|0|ickly under the even accounts. even packages after the furiously express|
+4098|23|O|48478.54|1996-11-05|4-NOT SPECIFIED|Clerk#000000491|0|otes. quickly final requests after the stealthily ironic pinto bean|
+4099|17|F|207364.80|1992-08-21|1-URGENT|Clerk#000000379|0|r platelets. slyly regular requests cajole carefully against the|
+4100|4|O|3892.77|1996-03-12|3-MEDIUM|Clerk#000000429|0|posits. carefully unusual packages use pending deposits. regular she|
+4101|142|F|21640.10|1993-11-22|4-NOT SPECIFIED|Clerk#000000704|0|y around the express, careful epitaphs. accounts use fluffily. quickly p|
+4102|22|O|128786.57|1996-03-17|1-URGENT|Clerk#000000675|0|nding dependencies was slyly about the bl|
+4103|106|F|38164.23|1992-07-03|5-LOW|Clerk#000000679|0|fully ironic dependencies.|
+4128|139|O|5472.17|1995-10-07|4-NOT SPECIFIED|Clerk#000000635|0|ctions. dependencies from the slyly regular accounts nag slyly fu|
+4129|32|F|67226.28|1993-06-26|3-MEDIUM|Clerk#000000541|0|nwind. quickly final theodolites use packages. accounts|
+4130|104|O|47823.04|1996-03-10|5-LOW|Clerk#000000609|0|omise alongside of the carefully final foxes. blithel|
+4131|44|O|145971.60|1998-01-30|1-URGENT|Clerk#000000612|0| above the foxes hang |
+4132|19|P|65601.08|1995-05-29|4-NOT SPECIFIED|Clerk#000000158|0|ld asymptotes solve alongside of the express, final packages. fluffily fi|
+4133|101|F|31693.88|1992-08-07|4-NOT SPECIFIED|Clerk#000000268|0|al, express foxes. quickly pending deposits might cajole alongsi|
+4134|97|F|125191.12|1995-01-12|1-URGENT|Clerk#000000171|0|fully even deposits. regular de|
+4135|37|O|99577.55|1997-03-10|3-MEDIUM|Clerk#000000627|0|ly quietly even ideas. deposits haggle blithely|
+4160|55|O|82493.07|1996-08-20|5-LOW|Clerk#000000283|0|the carefully special accounts. furiously regular dugouts alongs|
+4161|118|F|198995.21|1993-08-21|5-LOW|Clerk#000000047|0|nts. fluffily regular foxes above the quickly daring reques|
+4162|22|F|72359.55|1992-02-10|5-LOW|Clerk#000000179|0|r packages are slyly accounts. furiously special foxes detect carefully re|
+4163|64|F|11493.80|1992-12-21|2-HIGH|Clerk#000000268|0| integrate furiously slyly regular depende|
+4164|94|O|8709.16|1998-07-03|2-HIGH|Clerk#000000720|0| regularly busy theodolites boost furiously quickly bold packages. express, s|
+4165|4|O|11405.40|1997-07-25|3-MEDIUM|Clerk#000000621|0|special foxes affix never blithely ironic pinto beans; blithely |
+4166|43|F|100671.06|1993-02-28|5-LOW|Clerk#000000757|0|quickly sly forges impress. careful foxes across the blithely even a|
+4167|28|O|62108.45|1998-06-17|1-URGENT|Clerk#000000917|0|kly furiously even deposits. unu|
+4192|146|O|197192.95|1998-04-19|1-URGENT|Clerk#000000369|0|equests above the slyly regular pinto beans unwi|
+4193|4|F|143191.54|1994-01-09|2-HIGH|Clerk#000000201|0|ng accounts haggle quickly. packages use fluffily ironic excu|
+4194|106|F|62972.29|1994-10-16|3-MEDIUM|Clerk#000000385|0| instructions are quickly even pinto beans. courts boost furiously regular, ev|
+4195|104|F|54478.95|1993-05-29|4-NOT SPECIFIED|Clerk#000000777|0| pinto beans cajole furiously theodolites-- slyly regular deposits doub|
+4196|106|O|201455.98|1998-05-15|3-MEDIUM|Clerk#000000532|0|affix carefully. quickly final requests |
+4197|92|O|217709.03|1996-08-13|4-NOT SPECIFIED|Clerk#000000264|0| pinto beans according|
+4198|143|O|105789.01|1997-06-16|3-MEDIUM|Clerk#000000583|0|g the special packages haggle pen|
+4199|5|F|30494.62|1992-02-13|1-URGENT|Clerk#000000309|0|e blithely. special deposits haggle slyly final foxes. carefully even|
+4224|70|O|150655.44|1997-07-14|1-URGENT|Clerk#000000034|0|jole quickly final dolphins. slyly pending foxes wake furiously bold pl|
+4225|128|O|72533.07|1997-06-03|3-MEDIUM|Clerk#000000992|0|r the platelets nag among the special deposits. ironic, ironic re|
+4226|92|F|29827.44|1993-03-09|5-LOW|Clerk#000000203|0|phins wake slyly regular packages. deposits haggle slowl|
+4227|133|F|92261.08|1995-02-24|1-URGENT|Clerk#000000063|0|ng the requests; ideas haggle fluffily. slyly unusual ideas c|
+4228|110|O|22072.16|1997-03-28|5-LOW|Clerk#000000309|0|pecial requests aft|
+4229|14|O|75145.87|1998-03-03|1-URGENT|Clerk#000000301|0|p furiously: final excuses hagg|
+4230|140|F|219709.60|1992-03-04|1-URGENT|Clerk#000000364|0|lly ironic deposits integrate carefully about the fu|
+4231|86|O|111403.66|1997-11-20|4-NOT SPECIFIED|Clerk#000000630|0|ly final accounts cajole furiously accounts. bravely ironic platelets am|
+4256|118|F|23067.48|1992-04-05|4-NOT SPECIFIED|Clerk#000000043|0|y alongside of the fluffily iro|
+4257|17|P|41723.86|1995-03-25|3-MEDIUM|Clerk#000000682|0|r ideas cajole along the blithely regular gifts.|
+4258|92|O|133829.35|1996-10-27|4-NOT SPECIFIED|Clerk#000000364|0|efully final platelets around the blit|
+4259|104|O|12918.70|1997-10-09|5-LOW|Clerk#000000781|0|es snooze slyly against the furiously unusual ideas. furious|
+4260|142|F|18566.14|1992-05-16|4-NOT SPECIFIED|Clerk#000000919|0|e among the fluffily bold accounts.|
+4261|118|F|83665.20|1992-10-03|1-URGENT|Clerk#000000662|0| about the even, pending packages. slyly bold deposits boost|
+4262|88|O|176278.57|1996-08-04|3-MEDIUM|Clerk#000000239|0| of the furious accounts. furiously regular accounts w|
+4263|4|O|158885.83|1998-03-16|1-URGENT|Clerk#000000265|0|sly ruthless deposits. final packages are instructions. fu|
+4288|34|F|75030.81|1992-12-04|4-NOT SPECIFIED|Clerk#000000823|0|usly carefully even theodolites: slyly express pac|
+4289|125|F|20752.62|1993-10-07|3-MEDIUM|Clerk#000000912|0|e carefully close instructions. slyly special reques|
+4290|41|F|26128.99|1995-01-15|3-MEDIUM|Clerk#000000688|0| slyly quickly bold requests. final deposits haggle pending ideas! som|
+4291|89|F|71822.86|1993-11-29|3-MEDIUM|Clerk#000000655|0| sleep fluffily between the bold packages. bold|
+4292|25|F|145906.24|1992-01-09|3-MEDIUM|Clerk#000000794|0| ruthlessly. slyly bo|
+4293|103|O|198322.91|1996-08-20|2-HIGH|Clerk#000000750|0|ly packages. regular packages nag according to t|
+4294|49|F|232194.74|1992-08-15|3-MEDIUM|Clerk#000000407|0|ng pinto beans breach. slyly express requests bo|
+4295|5|O|77754.62|1996-02-10|3-MEDIUM|Clerk#000000023|0|e boldly bold dependencies|
+4320|115|O|67049.37|1996-12-08|4-NOT SPECIFIED|Clerk#000000223|0|ages haggle after the slowly bold se|
+4321|16|F|118896.95|1994-07-18|3-MEDIUM|Clerk#000000041|0|ending deposits are carefully carefully regular packa|
+4322|142|O|149671.92|1998-03-13|3-MEDIUM|Clerk#000000433|0|totes nag across the fluffily special instructions. quickly silent hockey |
+4323|104|F|27598.17|1994-01-23|2-HIGH|Clerk#000000282|0|lve after the slyly regular multipliers. even, regular excus|
+4324|73|O|178249.05|1995-07-17|1-URGENT|Clerk#000000800|0|ccounts. slyly stealthy requests shall have t|
+4325|130|O|20214.49|1996-07-18|2-HIGH|Clerk#000000591|0|y around the always ev|
+4326|29|O|39048.94|1996-10-27|4-NOT SPECIFIED|Clerk#000000869|0|packages. carefully express deposit|
+4327|146|P|126235.35|1995-03-16|2-HIGH|Clerk#000000571|0|yly pending braids. final requests abo|
+4352|14|O|18653.09|1997-11-26|2-HIGH|Clerk#000000620|0|ly final platelets integrate carefully even requ|
+4353|73|O|21815.30|1997-12-12|2-HIGH|Clerk#000000790|0|uickly even ideas cajole|
+4354|145|F|179827.12|1994-09-30|4-NOT SPECIFIED|Clerk#000000046|0|pending notornis. requests serve |
+4355|4|O|186370.23|1996-11-16|1-URGENT|Clerk#000000362|0|ndencies use furiously across the regular |
+4356|97|F|39828.51|1994-04-11|5-LOW|Clerk#000000956|0| asymptotes sleep blithely. asymptotes sleep. blithely regul|
+4357|47|O|67045.94|1997-10-23|4-NOT SPECIFIED|Clerk#000000031|0|ages nag between the|
+4358|25|O|46298.53|1997-08-12|1-URGENT|Clerk#000000692|0|according to the fluffily special asymptotes |
+4359|16|F|107824.40|1993-03-03|1-URGENT|Clerk#000000393|0|sts. special, unusual deposits across the ironic theodo|
+4384|25|F|52562.16|1992-07-13|1-URGENT|Clerk#000000192|0|onic platelets. furiously regular asymptotes according to the special pac|
+4385|122|O|39190.62|1996-08-06|2-HIGH|Clerk#000000597|0|ully final requests. ironic, even dolphins above the regular |
+4386|61|O|134413.58|1998-02-06|5-LOW|Clerk#000000070|0| dolphins. silent, idle pinto beans |
+4387|110|O|116740.67|1995-10-23|1-URGENT|Clerk#000000025|0|ter the regular pinto beans. special, final gifts above the requests wi|
+4388|10|O|69668.22|1996-03-28|2-HIGH|Clerk#000000715|0|ts wake against the carefully final accounts. sly|
+4389|55|F|120324.82|1994-05-05|3-MEDIUM|Clerk#000000403|0|wly express excuses after the permanently even instructions are|
+4390|7|P|140608.69|1995-05-23|1-URGENT|Clerk#000000691|0|inal pinto beans. exp|
+4391|38|F|48284.06|1992-02-18|2-HIGH|Clerk#000000880|0|regular accounts. even depo|
+4416|149|F|76067.10|1992-06-30|5-LOW|Clerk#000000391|0| deposits. ideas cajole express theodolites: |
+4417|67|O|60868.39|1998-07-09|1-URGENT|Clerk#000000365|0|ideas are alongside of the blithely final reque|
+4418|61|F|47099.71|1993-03-25|3-MEDIUM|Clerk#000000731|0|pecial pinto beans. close foxes affix iron|
+4419|104|O|94030.43|1996-06-12|4-NOT SPECIFIED|Clerk#000000410|0|ages wake furiously slyly thin theodolit|
+4420|109|F|6088.41|1994-06-18|1-URGENT|Clerk#000000706|0|lly bold deposits along the bold, pending foxes detect blithely after the acco|
+4421|10|O|258779.02|1997-04-04|3-MEDIUM|Clerk#000000246|0|t the pending warhorses. express waters a|
+4422|70|P|107140.22|1995-05-22|3-MEDIUM|Clerk#000000938|0|ly bold accounts sleep special, regular foxes. doggedly regular in|
+4423|64|F|4913.06|1995-02-17|5-LOW|Clerk#000000888|0|excuses are ruthless|
+4448|70|O|127191.47|1998-05-21|2-HIGH|Clerk#000000428|0|. deposits haggle around the silent packages; slyly unusual packages|
+4449|10|O|48206.14|1998-02-08|5-LOW|Clerk#000000035|0|ourts are carefully even deposits. pending |
+4450|106|O|110194.31|1997-07-15|1-URGENT|Clerk#000000867|0|quests boost. furiously even realms are blithely bold requests. bl|
+4451|4|F|92851.80|1994-10-01|1-URGENT|Clerk#000000181|0|. carefully final foxes along the quickly express T|
+4452|13|F|64838.66|1994-06-21|5-LOW|Clerk#000000985|0|oxes are slyly. express, ironic pinto beans wake after the quickly pending re|
+4453|65|O|137030.40|1997-04-01|3-MEDIUM|Clerk#000000603|0|ages could have to nag slyly furiously even asymptotes! slowly regular |
+4454|142|F|159578.94|1994-02-02|5-LOW|Clerk#000000411|0|uriously regular pint|
+4455|19|F|102534.63|1993-10-11|3-MEDIUM|Clerk#000000924|0|even requests. bravely regular foxes according to the carefully unusual |
+4480|85|F|28658.26|1994-03-31|4-NOT SPECIFIED|Clerk#000000534|0|press, bold deposits boost blit|
+4481|148|O|77705.40|1996-03-30|5-LOW|Clerk#000000443|0|press sheaves cajole furio|
+4482|82|P|63535.56|1995-05-15|4-NOT SPECIFIED|Clerk#000000534|0|ravely bold accounts. furiously ironic instructions affix quickly. pend|
+4483|52|F|126597.21|1992-03-07|3-MEDIUM|Clerk#000000615|0|its. blithely idle accounts run; theodolites wake carefully around the fi|
+4484|131|O|237947.61|1996-12-24|1-URGENT|Clerk#000000392|0|ct across the pinto beans. quickly pending excuses engage furiously.|
+4485|53|F|182432.17|1994-11-13|3-MEDIUM|Clerk#000000038|0|es wake slyly even packages. blithely brave requests nag above the regul|
+4486|37|O|135613.18|1998-03-03|2-HIGH|Clerk#000000656|0|ffily according to the carefully pending acc|
+4487|46|F|109469.90|1993-02-23|3-MEDIUM|Clerk#000000017|0|s up the never pending excuses wake furiously special pinto beans. furiously i|
+4512|70|O|148682.82|1995-10-25|5-LOW|Clerk#000000393|0|ending instructions maintain fu|
+4513|85|O|119820.38|1996-03-15|5-LOW|Clerk#000000154|0|ests. final, final ideas|
+4514|97|F|143899.85|1994-04-30|3-MEDIUM|Clerk#000000074|0|deposits according to the carefull|
+4515|140|F|161745.44|1992-03-17|1-URGENT|Clerk#000000191|0|quests among the accounts sleep boldly about the regular f|
+4516|130|F|35949.14|1994-03-29|3-MEDIUM|Clerk#000000739|0|ing packages sleep slyly regular attainments|
+4517|113|O|47614.08|1998-03-07|4-NOT SPECIFIED|Clerk#000000231|0|uriously final deposits doze furiously furiously reg|
+4518|125|O|25861.74|1997-05-01|3-MEDIUM|Clerk#000000187|0|luffily against the spec|
+4519|136|F|68885.66|1993-03-30|4-NOT SPECIFIED|Clerk#000000938|0|ccording to the final |
+4544|112|O|151148.81|1997-08-07|3-MEDIUM|Clerk#000000435|0|g dependencies dazzle slyly ironic somas. carefu|
+4545|59|F|143276.28|1993-01-17|4-NOT SPECIFIED|Clerk#000000303|0|ep. requests use sly|
+4546|43|O|39906.87|1995-07-29|5-LOW|Clerk#000000373|0|ns sleep. regular, regular instructions maintai|
+4547|109|F|52114.01|1993-08-23|3-MEDIUM|Clerk#000000519|0|uctions thrash platelets. slyly final foxes wake slyly against th|
+4548|127|O|139915.23|1996-06-28|5-LOW|Clerk#000000798|0| in place of the blithely express sentiments haggle slyly r|
+4549|64|O|43889.17|1998-03-05|4-NOT SPECIFIED|Clerk#000000965|0|ully even deposits dazzle. fluffily pending ideas against the requests|
+4550|118|F|27461.48|1994-12-29|2-HIGH|Clerk#000000748|0|s haggle carefully acco|
+4551|109|O|82824.14|1996-02-09|2-HIGH|Clerk#000000462|0|ts. slyly quick theodolite|
+4576|139|O|56936.10|1996-08-14|5-LOW|Clerk#000000798|0|e pending deposits. |
+4577|79|O|104259.88|1998-05-02|5-LOW|Clerk#000000409|0|ly. unusual platelets are alw|
+4578|91|F|95761.93|1992-09-13|5-LOW|Clerk#000000121|0| to the furiously ironic instructions? furiou|
+4579|106|O|85927.85|1995-12-01|2-HIGH|Clerk#000000951|0|its wake quickly blithely specia|
+4580|82|F|118464.65|1993-11-15|4-NOT SPECIFIED|Clerk#000000086|0|rs wake blithely regular requests. fluffily ev|
+4581|79|F|89592.11|1992-09-04|4-NOT SPECIFIED|Clerk#000000687|0|ges. carefully pending accounts use furiously abo|
+4582|19|O|18247.86|1996-07-04|1-URGENT|Clerk#000000638|0|g the furiously regular pac|
+4583|22|F|206495.43|1994-09-25|3-MEDIUM|Clerk#000000240|0|equests. slyly even platelets was qui|
+4608|80|F|157767.86|1994-06-17|1-URGENT|Clerk#000000259|0|y even instructions detect slyly asymptotes. blithely final packa|
+4609|133|O|70462.84|1996-12-05|3-MEDIUM|Clerk#000000239|0|hang slyly slyly expre|
+4610|26|F|135934.60|1993-06-18|5-LOW|Clerk#000000616|0|e carefully express pinto|
+4611|29|F|166506.22|1993-01-10|2-HIGH|Clerk#000000152|0|. furiously regular instructions haggle dolphins. even instructions det|
+4612|61|F|82598.87|1993-09-20|3-MEDIUM|Clerk#000000397|0|bove the deposits. even deposits dazzle. slyly express packages haggle sl|
+4613|133|O|212339.55|1998-03-05|3-MEDIUM|Clerk#000000541|0|furiously blithely pending dependen|
+4614|61|O|151801.06|1996-04-22|1-URGENT|Clerk#000000974|0| sauternes wake thinly special accounts. fur|
+4615|29|F|10500.27|1993-08-27|3-MEDIUM|Clerk#000000982|0|jole after the fluffily pending foxes. packages affix carefully acco|
+4640|97|O|81138.17|1996-01-01|5-LOW|Clerk#000000902|0|requests. deposits do detect above the blithely iron|
+4641|134|F|98485.21|1993-01-20|4-NOT SPECIFIED|Clerk#000000755|0|ronic, final requests integrate slyly: specia|
+4642|148|F|117537.87|1995-02-27|1-URGENT|Clerk#000000295|0|cial requests wake carefully around the regular, unusual ideas. furi|
+4643|67|O|52414.19|1995-06-30|2-HIGH|Clerk#000000292|0|ously regular packages. unusual, special platel|
+4644|94|O|85901.70|1998-01-17|5-LOW|Clerk#000000961|0|requests. fluffily even ideas bo|
+4645|44|F|231012.22|1994-09-20|1-URGENT|Clerk#000000764|0|fully even instructions. final gifts sublate quickly final requests. bl|
+4646|83|O|124637.19|1996-06-18|1-URGENT|Clerk#000000036|0|n place of the blithely qu|
+4647|28|F|110958.36|1994-05-14|3-MEDIUM|Clerk#000000626|0|out the deposits. slyly final pinto beans haggle idly. slyly s|
+4672|79|O|199593.71|1995-11-07|1-URGENT|Clerk#000000475|0|lyly final dependencies caj|
+4673|82|O|58094.75|1996-08-13|4-NOT SPECIFIED|Clerk#000000914|0|c deposits are slyly. bravely ironic deposits cajole carefully after the |
+4674|37|F|115411.37|1994-04-19|1-URGENT|Clerk#000000122|0|careful hockey players. carefully pending deposits caj|
+4675|86|F|68817.08|1993-11-25|4-NOT SPECIFIED|Clerk#000000741|0|al deposits haggle slyly final|
+4676|14|O|182025.95|1995-09-01|2-HIGH|Clerk#000000407|0|s. slyly bold accounts sleep furiously special|
+4677|40|O|25661.87|1998-02-21|3-MEDIUM|Clerk#000000245|0|ly pending deposits after the carefully regular foxes sleep blithely after t|
+4678|88|O|131752.07|1998-08-02|4-NOT SPECIFIED|Clerk#000000175|0|side of the bold platelets detect slyly blithely ironic e|
+4679|88|F|7211.59|1993-01-20|2-HIGH|Clerk#000000905|0|ely regular accounts affix slyly. final dolphins are. furiously final de|
+4704|2|O|63873.14|1996-08-16|4-NOT SPECIFIED|Clerk#000000256|0|lithely final requests about the fluffily regular |
+4705|98|F|173340.09|1992-03-22|4-NOT SPECIFIED|Clerk#000000522|0| special instructions poa|
+4706|25|F|101709.52|1992-12-29|4-NOT SPECIFIED|Clerk#000000722|0| packages above the never regular packages nag packages. deposits c|
+4707|91|F|61052.10|1995-02-27|2-HIGH|Clerk#000000943|0|ully enticing accounts behind the regular|
+4708|85|F|56998.36|1994-10-01|1-URGENT|Clerk#000000383|0|ly thinly even accounts. unusu|
+4709|26|O|49903.57|1996-01-08|3-MEDIUM|Clerk#000000785|0|he furiously even deposits! ironic theodolites haggle blithely. r|
+4710|100|F|88966.68|1994-12-08|4-NOT SPECIFIED|Clerk#000000734|0|the final, regular foxes. carefully ironic pattern|
+4711|142|O|129546.56|1998-05-06|1-URGENT|Clerk#000000818|0|mptotes. unusual packages wake furiously qui|
+4736|139|O|67572.73|1995-11-20|2-HIGH|Clerk#000000563|0|blithely regular courts affix into the carefully ironic deposits. slyly exp|
+4737|79|F|62014.51|1993-03-11|4-NOT SPECIFIED|Clerk#000000275|0|ents use slyly among the unusual, ironic pearls. furiously pending |
+4738|5|F|149466.62|1992-04-08|2-HIGH|Clerk#000000150|0|deposits. thin acco|
+4739|148|F|68255.82|1993-02-21|5-LOW|Clerk#000000872|0|ing to the pending attainments: pending, express account|
+4740|68|O|42579.40|1996-07-05|2-HIGH|Clerk#000000420|0| dependencies haggle about the|
+4741|127|F|180692.90|1992-07-07|4-NOT SPECIFIED|Clerk#000000983|0|ly bold deposits are slyly about the r|
+4742|64|P|155356.80|1995-03-23|3-MEDIUM|Clerk#000000058|0|n packages. quickly regular ideas cajole blithely|
+4743|97|F|65702.39|1993-03-31|5-LOW|Clerk#000000048|0|pinto beans above the bold, even idea|
+4768|136|F|4820.55|1993-11-22|2-HIGH|Clerk#000000875|0|ctions snooze idly beneath the quick waters. fluffily u|
+4769|121|P|136765.03|1995-04-14|4-NOT SPECIFIED|Clerk#000000116|0|pon the asymptotes. idle, final account|
+4770|59|O|72150.68|1995-06-20|2-HIGH|Clerk#000000461|0|cial instructions believe carefully. |
+4771|95|F|49625.21|1992-12-14|1-URGENT|Clerk#000000571|0|lly express deposits serve furiously along the f|
+4772|28|F|64102.93|1994-09-14|1-URGENT|Clerk#000000708|0|es sleep. regular requests haggle furiously slyly |
+4773|122|O|196080.26|1995-12-23|1-URGENT|Clerk#000000327|0|ptotes was slyly along the|
+4774|52|F|124380.73|1993-04-20|3-MEDIUM|Clerk#000000299|0|eposits use blithely bold deposits. carefully regular gifts about the fin|
+4775|128|O|112444.42|1995-08-13|4-NOT SPECIFIED|Clerk#000000609|0|s integrate slyly slyly final instructions. carefully bold pack|
+4800|37|F|91795.13|1992-01-06|5-LOW|Clerk#000000625|0|ggle furiously along the pending pinto beans. deposits use: final foxe|
+4801|88|O|108353.08|1996-01-25|1-URGENT|Clerk#000000553|0|r the final sentiments. pending theodolites sleep doggedly across t|
+4802|130|O|5978.65|1997-01-23|3-MEDIUM|Clerk#000000400|0| ironic, thin packages wake furiously ironic, ironic deposits. the|
+4803|124|O|158776.68|1996-02-08|5-LOW|Clerk#000000892|0|lly unusual courts are ironic|
+4804|37|F|111547.31|1992-01-28|2-HIGH|Clerk#000000614|0|ly final accounts. blithely unusual theodolite|
+4805|16|F|172102.96|1992-04-25|4-NOT SPECIFIED|Clerk#000000514|0|even accounts wake furiously slyly final accounts; blithel|
+4806|7|F|35390.15|1993-04-21|5-LOW|Clerk#000000625|0|ave accounts. furiously pending wa|
+4807|53|O|138902.23|1997-01-09|3-MEDIUM|Clerk#000000310|0|kly. slyly special accounts|
+4832|34|O|84954.79|1997-12-04|3-MEDIUM|Clerk#000000548|0|final accounts sleep among the blithe|
+4833|133|O|84800.44|1996-05-12|3-MEDIUM|Clerk#000000256|0|r deposits against the slyly final excuses slee|
+4834|19|O|124539.00|1996-09-12|2-HIGH|Clerk#000000284|0|lar accounts. furiously ironic accounts haggle slyly |
+4835|146|F|70857.51|1994-10-25|1-URGENT|Clerk#000000250|0|s integrate furiously blithely expr|
+4836|65|O|78711.40|1996-12-18|1-URGENT|Clerk#000000691|0|c packages cajole carefully through the accounts. careful|
+4837|130|O|68519.84|1998-04-24|4-NOT SPECIFIED|Clerk#000000517|0|n accounts are regular, bold accounts. even instructions use request|
+4838|44|F|61811.33|1992-08-02|1-URGENT|Clerk#000000569|0|ffily bold sentiments. carefully close dolphins cajole across the |
+4839|25|F|71241.63|1994-05-10|1-URGENT|Clerk#000000925|0| even somas. slyly express ideas lose carefully. blithely unusu|
+4864|88|F|149614.34|1992-11-11|5-LOW|Clerk#000000423|0|ests nag within the quickly ironic asymptotes. ironic|
+4865|85|O|162113.46|1997-06-07|3-MEDIUM|Clerk#000000418|0|sits boost stealthily above the bl|
+4866|53|O|25767.07|1997-08-07|2-HIGH|Clerk#000000663|0|kages. unusual packages nag fluffily. qui|
+4867|10|F|9741.03|1992-05-21|1-URGENT|Clerk#000000891|0|ss the slyly regular dependencies. fluffily regular deposits within the car|
+4868|76|O|159005.35|1997-03-02|5-LOW|Clerk#000000729|0|regular asymptotes. regular packages sublate carefully al|
+4869|58|F|175422.13|1994-09-26|5-LOW|Clerk#000000802|0|boost! ironic packages un|
+4870|103|F|94534.07|1994-08-06|3-MEDIUM|Clerk#000000911|0|nto beans about the blithely regular d|
+4871|46|O|129636.99|1995-06-12|1-URGENT|Clerk#000000531|0|ven, special instructions across t|
+4896|85|F|93206.35|1992-08-22|1-URGENT|Clerk#000000622|0|sly pending deposits. final accounts boost above the sly, even|
+4897|80|F|115688.85|1992-09-17|5-LOW|Clerk#000000184|0|s. bold pinto beans sleep. evenly final accounts daz|
+4898|14|F|40572.64|1994-07-11|4-NOT SPECIFIED|Clerk#000000841|0|final patterns. special theodolites haggle ruthlessly at the blithely spec|
+4899|61|F|12291.83|1993-10-18|4-NOT SPECIFIED|Clerk#000000348|0| instructions. furiously even packages are furiously speci|
+4900|137|F|221320.76|1992-06-30|4-NOT SPECIFIED|Clerk#000000878|0|sleep quickly unusual |
+4901|79|O|146298.28|1997-12-31|4-NOT SPECIFIED|Clerk#000000980|0|inal dependencies cajole furiously. carefully express accounts na|
+4902|139|O|26011.20|1998-07-04|3-MEDIUM|Clerk#000000874|0| the slyly express dolphins. |
+4903|92|F|34363.63|1992-03-22|4-NOT SPECIFIED|Clerk#000000907|0|yly. multipliers within the fo|
+4928|4|F|59931.42|1993-10-04|4-NOT SPECIFIED|Clerk#000000952|0|slyly brave instructions after the ironic excuses haggle ruthlessly about|
+4929|149|O|135187.33|1996-02-29|3-MEDIUM|Clerk#000000109|0|uests. furiously special ideas poach. pending |
+4930|149|F|176867.34|1994-05-06|5-LOW|Clerk#000000593|0| haggle slyly quietly final theodolites. packages are furious|
+4931|50|F|115759.13|1994-11-17|1-URGENT|Clerk#000000356|0|leep. slyly express dolphins nag slyly. furiously regular s|
+4932|122|F|42927.07|1993-08-10|1-URGENT|Clerk#000000830|0|onic foxes. enticingly reg|
+4933|94|O|42945.82|1995-07-14|3-MEDIUM|Clerk#000000848|0|y special sauternes integr|
+4934|40|O|180478.16|1997-02-17|1-URGENT|Clerk#000000372|0|nes cajole; carefully special accounts haggle. special pinto beans nag |
+4935|40|F|162088.30|1993-05-25|4-NOT SPECIFIED|Clerk#000000601|0|c foxes. fluffily pendin|
+4960|124|F|153259.41|1995-02-26|5-LOW|Clerk#000000229|0|uriously even excuses. fluffily regular instructions along the furiously ironi|
+4961|58|O|89224.24|1998-04-06|3-MEDIUM|Clerk#000000731|0| braids. furiously even theodolites |
+4962|104|F|44781.32|1993-07-28|3-MEDIUM|Clerk#000000008|0| breach never ironic |
+4963|34|O|54175.35|1996-11-07|3-MEDIUM|Clerk#000000754|0|ully unusual epitaphs nod s|
+4964|101|O|204163.10|1997-07-28|4-NOT SPECIFIED|Clerk#000000144|0|ithely final theodolites. blithely regu|
+4965|52|F|110626.82|1993-10-21|5-LOW|Clerk#000000638|0|dependencies poach packages. sometim|
+4966|70|O|59186.02|1996-09-07|2-HIGH|Clerk#000000243|0|accounts. blithely ironic courts wake boldly furiously express |
+4967|98|O|103814.27|1997-02-17|3-MEDIUM|Clerk#000000397|0|e theodolites; furiously b|
+4992|62|F|203904.80|1992-05-10|1-URGENT|Clerk#000000166|0|telets nag carefully am|
+4993|13|F|145730.19|1994-08-04|4-NOT SPECIFIED|Clerk#000000258|0|ing instructions nag furiously. un|
+4994|43|O|216071.76|1996-06-29|4-NOT SPECIFIED|Clerk#000000868|0|oxes wake above the asymptotes. bold requests sleep br|
+4995|40|O|189651.76|1996-01-06|4-NOT SPECIFIED|Clerk#000000748|0|s. even deposits boost along the express, even theodolites. stealthily ir|
+4996|133|F|100750.67|1992-09-14|3-MEDIUM|Clerk#000000433|0|foxes. carefully special packages haggle quickly fluffi|
+4997|47|O|122611.05|1998-03-18|5-LOW|Clerk#000000040|0|egrate final pinto beans. fluffily special notornis use blith|
+4998|32|F|129096.80|1992-01-11|4-NOT SPECIFIED|Clerk#000000054|0|alongside of the quickly final requests hang always|
+4999|85|F|98643.17|1993-06-26|2-HIGH|Clerk#000000504|0| dolphins cajole blithely above the sly |
+5024|124|O|116127.69|1996-10-25|3-MEDIUM|Clerk#000000659|0|r foxes. regular excuses are about the quickly regular theodolites. regular, |
+5025|121|O|20099.43|1997-02-03|5-LOW|Clerk#000000805|0|ackages are slyly about the quickly |
+5026|28|O|13197.78|1997-09-06|1-URGENT|Clerk#000000955|0|y final requests us|
+5027|148|O|181346.56|1997-08-30|2-HIGH|Clerk#000000751|0|e-- final, pending requests along t|
+5028|13|F|30755.69|1992-04-17|2-HIGH|Clerk#000000180|0|ickly blithely express deposits. b|
+5029|11|F|19811.69|1992-11-14|3-MEDIUM|Clerk#000000469|0|. regular accounts haggle slyly. regul|
+5030|106|O|71781.23|1998-05-25|4-NOT SPECIFIED|Clerk#000000564|0| wake slyly furiously thin requests. ironic pinto beans ha|
+5031|139|F|91438.59|1994-12-02|3-MEDIUM|Clerk#000000788|0|lar instructions haggle blithely pending foxes? sometimes final excuses h|
+5056|52|O|62258.18|1997-02-15|5-LOW|Clerk#000000828|0|lithely above the express ideas. blithely final deposits are fluffily spec|
+5057|64|O|76164.41|1997-08-03|1-URGENT|Clerk#000000955|0|r ironic requests of the carefully ironic dependencies wake slyly a|
+5058|119|O|17031.01|1998-03-23|1-URGENT|Clerk#000000367|0| the pending packages wake after the quickly speci|
+5059|43|F|67173.82|1993-11-10|2-HIGH|Clerk#000000058|0|latelets. final, regular accounts cajole furiously ironic pinto beans? do|
+5060|112|F|65218.47|1992-07-07|4-NOT SPECIFIED|Clerk#000000333|0|e according to the excuses. express theodo|
+5061|101|F|52190.52|1993-08-14|1-URGENT|Clerk#000000009|0|e packages use fluffily according to the carefully ironic deposits. bol|
+5062|61|F|109247.00|1992-10-08|3-MEDIUM|Clerk#000000012|0|ithely. blithely bold theodolites affix. blithely final deposits haggle ac|
+5063|23|O|98753.57|1997-05-17|2-HIGH|Clerk#000000745|0|lyly after the pending foxes. express theodolites breach across t|
+5088|130|F|101616.44|1993-01-06|5-LOW|Clerk#000000930|0|ole slyly since the quickly ironic br|
+5089|130|F|109246.54|1992-07-29|1-URGENT|Clerk#000000677|0|cial platelets. quiet, final ideas cajole carefully. unusu|
+5090|89|O|132838.49|1997-03-09|1-URGENT|Clerk#000000953|0|ress accounts affix silently carefully quick accounts. carefully f|
+5091|148|O|47852.06|1998-05-21|3-MEDIUM|Clerk#000000311|0|egular decoys mold carefully fluffily unus|
+5092|22|O|195834.96|1995-10-30|5-LOW|Clerk#000000194|0|are blithely along the pin|
+5093|79|F|190693.92|1993-09-03|3-MEDIUM|Clerk#000000802|0|ully ironic theodolites sleep above the furiously ruthless instructions. bli|
+5094|106|F|74892.08|1993-03-29|4-NOT SPECIFIED|Clerk#000000406|0|uickly pending deposits haggle quickly ide|
+5095|97|F|184583.99|1992-04-22|2-HIGH|Clerk#000000964|0|accounts are carefully! slyly even packages wake slyly a|
+5120|16|O|28007.73|1996-06-05|1-URGENT|Clerk#000000332|0|against the slyly express requests. furiousl|
+5121|133|F|150334.57|1992-05-11|4-NOT SPECIFIED|Clerk#000000736|0|gular requests. furiously final pearls against the permanent, thin courts s|
+5122|70|O|79863.84|1996-02-10|5-LOW|Clerk#000000780|0|blithely. slyly ironic deposits nag. excuses s|
+5123|10|O|11850.45|1998-02-10|1-URGENT|Clerk#000000776|0|ic requests. furiously ironic packages grow above the express, ironic inst|
+5124|25|O|159170.80|1997-04-04|4-NOT SPECIFIED|Clerk#000000749|0|kly even courts. bold packages solve. |
+5125|28|O|38065.28|1998-02-07|5-LOW|Clerk#000000834|0|ructions. dolphins wake slowly carefully unusual |
+5126|112|F|92123.32|1992-10-12|4-NOT SPECIFIED|Clerk#000000270|0|s. unusual deposits |
+5127|73|O|48024.99|1997-01-15|5-LOW|Clerk#000000829|0|fully express pinto beans. slyly final accounts along the ironic dugouts use s|
+5152|44|O|60568.34|1997-01-04|3-MEDIUM|Clerk#000000963|0| for the blithely reg|
+5153|113|O|193832.28|1995-08-26|1-URGENT|Clerk#000000954|0| the furiously ironic foxes. express packages shall cajole carefully across|
+5154|8|O|28070.86|1997-04-13|3-MEDIUM|Clerk#000000316|0|inal requests. slyly regular deposits nag. even deposits haggle agains|
+5155|77|F|70183.29|1994-06-12|2-HIGH|Clerk#000000108|0|y pending deposits are ag|
+5156|125|O|59439.44|1996-11-04|5-LOW|Clerk#000000117|0|ngside of the multipliers solve slyly requests. regu|
+5157|142|O|167056.34|1997-07-06|4-NOT SPECIFIED|Clerk#000000689|0|closely above the unusual deposits. furiously|
+5158|76|O|240284.95|1997-01-21|1-URGENT|Clerk#000000541|0| regular foxes. even foxes wake blithely |
+5159|106|O|147543.26|1996-09-25|1-URGENT|Clerk#000000303|0|tegrate slyly around the slyly sly sauternes. final pa|
+5184|85|O|209155.48|1998-07-20|5-LOW|Clerk#000000250|0|nding accounts detect final, even|
+5185|148|O|206179.68|1997-07-25|3-MEDIUM|Clerk#000000195|0| regular ideas about the even ex|
+5186|52|O|208892.63|1996-08-03|1-URGENT|Clerk#000000332|0|pecial platelets. slyly final ac|
+5187|55|O|46380.69|1997-07-16|3-MEDIUM|Clerk#000000682|0|ckly according to t|
+5188|140|P|66268.86|1995-03-02|4-NOT SPECIFIED|Clerk#000000029|0|counts. finally ironic requests ab|
+5189|71|F|184172.31|1993-11-26|5-LOW|Clerk#000000940|0|e after the pending accounts. asymptotes boost. re|
+5190|58|F|89684.31|1992-04-26|5-LOW|Clerk#000000888|0|equests. slyly unusual|
+5191|77|F|119910.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000318|0|ing, regular deposits alongside of the deposits boost fluffily quickly ev|
+5216|59|O|16763.95|1997-08-14|3-MEDIUM|Clerk#000000418|0|des boost across the platelets. slyly busy theodolit|
+5217|35|O|135745.58|1995-10-13|2-HIGH|Clerk#000000873|0|ons might wake quickly according to th|
+5218|82|F|73882.37|1992-07-30|4-NOT SPECIFIED|Clerk#000000683|0|y ruthless packages according to the bold, ironic package|
+5219|88|O|21267.72|1997-02-27|1-URGENT|Clerk#000000510|0|aggle always. foxes above the ironic deposits |
+5220|10|F|24844.39|1992-07-30|2-HIGH|Clerk#000000051|0| final packages. ideas detect slyly around|
+5221|13|O|71968.10|1995-06-09|4-NOT SPECIFIED|Clerk#000000324|0|lar accounts above the sl|
+5222|80|F|1051.15|1994-05-27|4-NOT SPECIFIED|Clerk#000000613|0|along the bold ideas. furiously final foxes snoo|
+5223|149|F|105561.21|1994-06-30|1-URGENT|Clerk#000000745|0|e. theodolites serve blithely unusual, final foxes. carefully pending packag|
+5248|70|P|86958.28|1995-04-15|2-HIGH|Clerk#000000737|0|theodolites cajole according to the silent packages. quickly ironic packages a|
+5249|103|F|123586.03|1994-09-06|3-MEDIUM|Clerk#000000019|0|refully bold accounts |
+5250|97|O|29673.73|1995-07-16|2-HIGH|Clerk#000000307|0|. carefully final instructions sleep among the finally regular dependen|
+5251|34|O|34004.48|1995-04-12|3-MEDIUM|Clerk#000000687|0| ironic dugouts detect. reque|
+5252|91|O|173145.37|1996-02-17|1-URGENT|Clerk#000000724|0| ironic accounts among the silent asym|
+5253|148|P|108361.46|1995-04-11|2-HIGH|Clerk#000000275|0|egular requests! blithely regular deposits alongside of t|
+5254|112|F|196989.09|1992-07-26|4-NOT SPECIFIED|Clerk#000000527|0|he express, even ideas cajole blithely special requests|
+5255|64|O|75074.07|1996-07-12|5-LOW|Clerk#000000591|0|ly slow forges. express foxes haggle. regular, even asymp|
+5280|34|O|68052.70|1997-12-03|3-MEDIUM|Clerk#000000604|0|riously ironic instructions. ironic ideas according to the accounts boost fur|
+5281|124|O|179418.31|1995-11-02|2-HIGH|Clerk#000000158|0|ackages haggle slyly a|
+5282|50|O|94446.69|1998-01-30|1-URGENT|Clerk#000000030|0|rding to the unusual, bold accounts. regular instructions|
+5283|131|F|18594.66|1994-06-04|3-MEDIUM|Clerk#000000579|0|ests. even, final ideas alongside of t|
+5284|61|O|40548.99|1995-07-09|4-NOT SPECIFIED|Clerk#000000155|0| careful dependencies use sly|
+5285|70|F|99377.51|1994-01-18|2-HIGH|Clerk#000000976|0|p across the furiously ironic deposits.|
+5286|116|O|79646.89|1997-09-26|5-LOW|Clerk#000000606|0|structions are furiously quickly ironic asymptotes. quickly iro|
+5287|25|F|30045.95|1993-12-22|5-LOW|Clerk#000000406|0|regular packages. bold instructions sleep always. carefully final p|
+5312|65|F|66697.95|1995-02-24|2-HIGH|Clerk#000000690|0|ter the even, bold foxe|
+5313|13|O|159870.44|1997-06-17|4-NOT SPECIFIED|Clerk#000000896|0|le. final courts haggle furiously according to the |
+5314|34|O|26999.83|1995-06-02|2-HIGH|Clerk#000000617|0|ions across the quickly special d|
+5315|139|F|55554.97|1992-10-29|4-NOT SPECIFIED|Clerk#000000035|0| furiously. quickly unusual packages use. sly|
+5316|100|F|62316.61|1994-01-31|1-URGENT|Clerk#000000734|0| requests haggle across the regular, pending deposits. furiously regular requ|
+5317|37|F|228002.51|1994-09-09|5-LOW|Clerk#000000687|0|jole quickly at the slyly pend|
+5318|59|F|106935.19|1993-04-04|2-HIGH|Clerk#000000663|0|efully regular dolphins. even ideas nag fluffily furiously even packa|
+5319|98|O|68619.29|1996-01-21|1-URGENT|Clerk#000000237|0|lent requests. quickly pe|
+5344|109|O|88216.32|1998-06-21|3-MEDIUM|Clerk#000000569|0|s. ironic excuses cajole across the|
+5345|31|O|111924.56|1997-08-24|1-URGENT|Clerk#000000057|0|r the slyly silent packages. pending, even pinto b|
+5346|37|F|149536.20|1993-12-26|2-HIGH|Clerk#000000220|0|gly close packages against the even, regular escapades boost evenly accordi|
+5347|49|F|173024.71|1995-02-22|3-MEDIUM|Clerk#000000180|0|onic, regular deposits. packag|
+5348|53|O|119164.96|1997-11-08|5-LOW|Clerk#000000497|0|totes. accounts after the furiously|
+5349|67|O|38038.84|1996-09-01|1-URGENT|Clerk#000000960|0|le along the carefully bold dolphins. carefully special packa|
+5350|76|F|113417.03|1993-10-10|5-LOW|Clerk#000000604|0|ccounts after the carefully pending requests believe |
+5351|122|O|76799.25|1998-05-11|1-URGENT|Clerk#000000443|0|to beans sleep furiously after the carefully even|
+5376|149|F|98422.83|1994-07-04|5-LOW|Clerk#000000392|0|. quickly ironic deposits integrate along|
+5377|64|O|117728.37|1997-04-24|2-HIGH|Clerk#000000917|0|ons nag blithely furiously regula|
+5378|43|F|101899.93|1992-10-25|1-URGENT|Clerk#000000520|0|n ideas. regular accounts haggle. ironic ideas use along the bold ideas. blith|
+5379|89|O|47010.15|1995-08-08|2-HIGH|Clerk#000000503|0|he unusual accounts. carefully special instructi|
+5380|148|O|123014.83|1997-10-12|1-URGENT|Clerk#000000481|0|le slyly about the slyly final dolphins. fu|
+5381|32|F|223995.46|1993-01-29|5-LOW|Clerk#000000531|0|arefully bold packages are slyly furiously ironic foxes. fluffil|
+5382|35|F|138423.03|1992-01-13|5-LOW|Clerk#000000809|0|lent deposits are according to the reg|
+5383|31|O|11474.95|1995-05-26|5-LOW|Clerk#000000409|0|ly bold requests hang furiously furiously unusual accounts. evenly unusu|
+5408|23|F|123477.05|1992-07-21|5-LOW|Clerk#000000735|0|egular requests according to the|
+5409|13|F|145040.38|1992-01-09|5-LOW|Clerk#000000171|0|eans. regular accounts are regul|
+5410|22|O|139104.17|1998-07-28|4-NOT SPECIFIED|Clerk#000000117|0|final deposits: pending excuses boost. ironic theodolites cajole furi|
+5411|61|O|62541.27|1997-05-16|3-MEDIUM|Clerk#000000800|0|equests cajole slyly furious|
+5412|142|O|109979.71|1998-01-20|2-HIGH|Clerk#000000151|0|ets boost furiously regular accounts. regular foxes above th|
+5413|94|O|224382.57|1997-10-17|1-URGENT|Clerk#000000066|0|e even excuses. always final depen|
+5414|100|F|167017.39|1993-03-25|4-NOT SPECIFIED|Clerk#000000242|0|lent dependencies? carefully express requests sleep furiously ac|
+5415|23|F|176864.83|1992-08-05|3-MEDIUM|Clerk#000000998|0|ly even ideas nag blithely above the final instructions|
+5440|130|O|3223.17|1997-01-12|1-URGENT|Clerk#000000154|0|posits boost regularly ironic packages. regular, ironic deposits wak|
+5441|41|F|131891.05|1994-07-21|4-NOT SPECIFIED|Clerk#000000257|0|after the furiously ironic |
+5442|43|O|139332.94|1998-01-13|4-NOT SPECIFIED|Clerk#000000954|0|ully. quickly express accounts against the|
+5443|131|O|124950.79|1996-10-10|4-NOT SPECIFIED|Clerk#000000492|0|al foxes could detect. blithely stealthy asymptotes kind|
+5444|130|P|172908.01|1995-03-18|1-URGENT|Clerk#000000677|0| asymptotes. asymptotes cajole quickly quickly bo|
+5445|115|F|114990.63|1993-07-26|5-LOW|Clerk#000000623|0|s. even, special requests cajole furiously even, |
+5446|7|F|29920.80|1994-06-21|5-LOW|Clerk#000000304|0| furiously final pac|
+5447|13|O|29029.84|1996-03-16|3-MEDIUM|Clerk#000000597|0|uternes around the furiously bold accounts wake after |
+5472|70|F|221636.83|1993-04-11|5-LOW|Clerk#000000552|0|counts. deposits about the slyly dogged pinto beans cajole slyly|
+5473|65|F|63041.33|1992-03-25|4-NOT SPECIFIED|Clerk#000000306|0|te the quickly stealthy ideas. even, regular deposits above|
+5474|55|F|131079.52|1992-06-01|4-NOT SPECIFIED|Clerk#000000487|0|gle blithely enticing ideas. final, exp|
+5475|139|O|10645.48|1996-07-07|5-LOW|Clerk#000000856|0|es shall boost slyly. furiously even deposits lose. instruc|
+5476|91|O|26906.38|1997-11-06|1-URGENT|Clerk#000000189|0|furiously final ideas. furiously bold dependencies sleep care|
+5477|107|O|130125.64|1997-12-30|5-LOW|Clerk#000000689|0|ckages. ironic deposits caj|
+5478|116|O|97502.23|1996-05-17|1-URGENT|Clerk#000000272|0|ckages. quickly pending deposits thrash furiously: bl|
+5479|70|F|70553.45|1993-12-22|3-MEDIUM|Clerk#000000335|0|ng asymptotes. pinto beans sleep care|
+5504|19|F|41492.25|1993-01-06|2-HIGH|Clerk#000000221|0|y pending packages. furiousl|
+5505|95|O|147329.51|1997-10-04|5-LOW|Clerk#000000719|0| final, regular packages according to the slyly ironic accounts nag ironica|
+5506|91|F|8413.31|1993-11-08|1-URGENT|Clerk#000000292|0|nusual theodolites. sly|
+5507|2|O|140363.70|1998-05-28|5-LOW|Clerk#000000692|0|the carefully ironic instructions are quickly iro|
+5508|56|O|3808.05|1996-06-21|1-URGENT|Clerk#000000128|0|y express packages cajole furiously. slyly unusual requests |
+5509|80|F|135335.96|1994-04-08|5-LOW|Clerk#000000164|0|usual deposits use packages. furiously final requests wake slyly about th|
+5510|37|F|126948.81|1993-01-08|3-MEDIUM|Clerk#000000819|0| nag slyly. carefully eve|
+5511|79|F|151089.96|1994-11-29|1-URGENT|Clerk#000000438|0|ng instructions integrate fluffily among the fluffily silent accounts. bli|
+5536|116|O|108196.56|1998-03-16|4-NOT SPECIFIED|Clerk#000000076|0| carefully final dolphins. ironic, ironic deposits lose. bold, |
+5537|118|O|102207.20|1996-10-03|3-MEDIUM|Clerk#000000742|0|ng to the daring, final |
+5538|139|F|90981.28|1993-12-25|1-URGENT|Clerk#000000992|0|ttainments. slyly final ideas are about the furiously silent excuses.|
+5539|119|F|39397.60|1994-07-31|5-LOW|Clerk#000000675|0|structions. slyly regular patterns solve above the carefully expres|
+5540|130|O|90707.58|1996-10-12|4-NOT SPECIFIED|Clerk#000000120|0|y ironic packages cajole blithely|
+5541|143|O|37526.68|1997-09-30|3-MEDIUM|Clerk#000000217|0|encies among the silent accounts sleep slyly quickly pending deposits|
+5542|49|O|6402.41|1996-04-20|4-NOT SPECIFIED|Clerk#000000100|0|riously among the regularly regular pac|
+5543|115|F|118201.53|1993-09-25|3-MEDIUM|Clerk#000000644|0|ckly regular epitaphs. carefully bold accounts haggle furiously|
+5568|31|O|105421.09|1995-06-07|3-MEDIUM|Clerk#000000491|0| nag. fluffily pending de|
+5569|109|F|126113.32|1993-04-30|4-NOT SPECIFIED|Clerk#000000759|0|e regular dependencies. furiously unusual ideas b|
+5570|112|O|78567.55|1996-08-12|2-HIGH|Clerk#000000795|0|eans. ironic, even requests doze |
+5571|103|F|79248.35|1992-12-19|4-NOT SPECIFIED|Clerk#000000184|0|ts cajole furiously carefully regular sheaves. un|
+5572|8|F|182966.39|1994-07-17|2-HIGH|Clerk#000000163|0|e fluffily express deposits cajole slyly across th|
+5573|37|O|158479.37|1996-08-15|3-MEDIUM|Clerk#000000055|0|lites. slyly final pinto beans about the carefully regul|
+5574|28|F|129803.03|1992-03-10|4-NOT SPECIFIED|Clerk#000000002|0|n deposits. special, regular t|
+5575|103|O|51839.94|1995-07-24|5-LOW|Clerk#000000948|0|uriously express frays breach|
+5600|95|O|53649.35|1997-02-08|4-NOT SPECIFIED|Clerk#000000019|0|lly regular deposits. car|
+5601|11|F|118570.79|1992-01-06|2-HIGH|Clerk#000000827|0|gular deposits wake platelets? blithe|
+5602|130|O|67979.49|1997-07-30|3-MEDIUM|Clerk#000000395|0|onic asymptotes haggl|
+5603|71|F|145100.47|1992-06-20|4-NOT SPECIFIED|Clerk#000000535|0| asymptotes. fluffily ironic instructions are. pending pinto bean|
+5604|46|O|98987.51|1998-04-14|4-NOT SPECIFIED|Clerk#000000123|0|ously across the blithely ironic pinto beans. sile|
+5605|35|O|172899.84|1996-08-22|2-HIGH|Clerk#000000538|0|sleep carefully final packages. dependencies wake slyly. theodol|
+5606|149|O|219959.08|1996-11-12|5-LOW|Clerk#000000688|0|uriously express pinto beans. packages sh|
+5607|92|F|24660.06|1992-01-01|4-NOT SPECIFIED|Clerk#000000137|0|c requests promise quickly fluffily ironic deposits. caref|
+5632|79|O|89503.11|1996-02-05|1-URGENT|Clerk#000000508|0|ons. blithely pending pinto beans thrash. furiously busy theodoli|
+5633|79|O|207119.83|1998-05-31|3-MEDIUM|Clerk#000000841|0|cial deposits wake final, final|
+5634|68|O|99494.67|1996-07-31|3-MEDIUM|Clerk#000000915|0|out the accounts. carefully ironic ideas are slyly. sheaves could h|
+5635|70|F|192217.86|1992-08-16|3-MEDIUM|Clerk#000000734|0|nal platelets sleep daringly. idle, final accounts about |
+5636|122|F|143350.75|1995-02-16|3-MEDIUM|Clerk#000000916|0|. boldly even Tiresias sleep. blithely ironic packages among the ca|
+5637|103|O|128776.90|1996-06-17|3-MEDIUM|Clerk#000000183|0|nic dolphins are regular packages. ironic pinto beans hagg|
+5638|109|F|79197.77|1994-01-17|1-URGENT|Clerk#000000355|0|enly bold deposits eat. special realms play against the regular, speci|
+5639|145|F|9669.46|1994-06-02|3-MEDIUM|Clerk#000000005|0|ending packages use after the blithely regular accounts. regular package|
+5664|119|O|186215.81|1998-07-23|2-HIGH|Clerk#000000789|0|the quickly ironic dolp|
+5665|100|F|129821.09|1993-06-28|4-NOT SPECIFIED|Clerk#000000513|0| carefully special instructions. ironic pinto beans nag slyly blithe|
+5666|14|F|121663.68|1994-02-02|2-HIGH|Clerk#000000396|0|mptotes. quickly final instructions are |
+5667|44|O|37301.25|1995-08-10|1-URGENT|Clerk#000000358|0|s print upon the quickly ironic packa|
+5668|109|F|13679.32|1995-03-22|4-NOT SPECIFIED|Clerk#000000047|0|p slyly slyly express accoun|
+5669|74|O|113156.30|1996-05-06|1-URGENT|Clerk#000000336|0|ng packages nag fluffily furio|
+5670|7|F|101429.61|1993-04-21|5-LOW|Clerk#000000922|0|he carefully final packages. deposits are slyly among the requests. |
+5671|43|O|176647.54|1998-02-06|2-HIGH|Clerk#000000838|0|k dependencies. slyly |
+5696|142|P|198723.30|1995-05-04|1-URGENT|Clerk#000000447|0|e quickly unusual pack|
+5697|55|F|99177.69|1992-10-05|1-URGENT|Clerk#000000112|0|pendencies impress furiously. bold, final requests solve ab|
+5698|95|F|154936.43|1994-05-21|3-MEDIUM|Clerk#000000455|0|he furiously silent accounts haggle blithely against the carefully unusual|
+5699|142|F|226314.91|1992-07-30|5-LOW|Clerk#000000311|0|o beans. ironic asymptotes boost. blithe, final courts integrate|
+5700|143|O|79901.18|1997-12-25|1-URGENT|Clerk#000000618|0|ly pending dolphins sleep carefully slyly pending i|
+5701|43|O|16689.19|1997-02-07|5-LOW|Clerk#000000798|0| blithely final pinto beans. blit|
+5702|97|F|153024.28|1993-09-07|4-NOT SPECIFIED|Clerk#000000743|0|ironic accounts. final accounts wake express deposits. final pac|
+5703|121|F|1816.28|1993-05-16|3-MEDIUM|Clerk#000000647|0|ly special instructions. slyly even reque|
+5728|80|F|85397.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000426|0|furiously express pin|
+5729|44|F|88080.33|1994-10-10|2-HIGH|Clerk#000000843|0|uffily sly accounts about|
+5730|11|O|10934.84|1997-12-18|1-URGENT|Clerk#000000181|0|l platelets. ironic pinto beans wake slyly. quickly b|
+5731|8|O|57823.37|1997-05-17|5-LOW|Clerk#000000841|0| silent excuses among the express accounts wake |
+5732|37|O|28330.42|1997-08-03|1-URGENT|Clerk#000000910|0|he quickly bold asymptotes: final platelets wake quickly. blithely final pinto|
+5733|101|F|38545.97|1993-03-17|2-HIGH|Clerk#000000873|0|osits. pending accounts boost quickly. furiously permanent acco|
+5734|94|O|45860.94|1997-10-12|3-MEDIUM|Clerk#000000084|0|efully even braids detect blithely alo|
+5735|40|F|39358.51|1994-12-11|3-MEDIUM|Clerk#000000600|0| bold realms cajole slyly fu|
+5760|25|F|59404.77|1994-05-25|4-NOT SPECIFIED|Clerk#000000498|0|s among the blithely regular frays haggle ironically bold theodolites. al|
+5761|16|O|130345.90|1998-07-06|3-MEDIUM|Clerk#000000208|0|s asymptotes cajole boldly. regular, |
+5762|49|O|165019.32|1997-02-14|1-URGENT|Clerk#000000901|0|ly bold packages: slyly ironic deposits sleep quietly foxes. express a|
+5763|8|O|140838.11|1998-06-26|4-NOT SPECIFIED|Clerk#000000633|0|according to the furiously regular pinto beans. even accounts wake fu|
+5764|131|F|53212.95|1993-10-03|4-NOT SPECIFIED|Clerk#000000363|0| furiously regular deposits haggle fluffily around th|
+5765|52|F|249900.42|1994-12-15|5-LOW|Clerk#000000959|0|longside of the quickly final packages. instructions so|
+5766|49|F|47940.51|1993-09-27|5-LOW|Clerk#000000753|0|. quickly final packages print slyly. fu|
+5767|118|F|135643.87|1992-04-29|2-HIGH|Clerk#000000225|0|ts wake fluffily above the r|
+5792|26|F|158991.89|1993-04-04|2-HIGH|Clerk#000000731|0|packages. doggedly bold deposits integrate furiously across the|
+5793|37|O|119887.47|1997-07-13|2-HIGH|Clerk#000000294|0|thely. fluffily even instructi|
+5794|8|F|122823.78|1993-04-05|5-LOW|Clerk#000000855|0|t accounts kindle about the gifts. as|
+5795|37|F|35514.45|1992-05-05|2-HIGH|Clerk#000000581|0| even instructions x-ray ironic req|
+5796|149|O|23280.61|1996-01-23|3-MEDIUM|Clerk#000000326|0|eodolites. slyly ironic pinto beans at the silent, special request|
+5797|122|O|15313.61|1997-10-15|4-NOT SPECIFIED|Clerk#000000381|0|ng! packages against the blithely b|
+5798|106|O|125011.92|1998-03-30|5-LOW|Clerk#000000343|0|lent accounts affix quickly! platelets run slyly slyly final packages. f|
+5799|26|O|71381.21|1995-08-03|1-URGENT|Clerk#000000238|0| unusual deposits sleep blithely along the carefully even requests. care|
+5824|56|O|169107.85|1996-12-03|2-HIGH|Clerk#000000171|0|unusual packages. even ideas along the even requests are along th|
+5825|61|F|23020.62|1995-02-21|5-LOW|Clerk#000000494|0|regular packages use bravely.|
+5826|22|O|21119.86|1998-06-13|1-URGENT|Clerk#000000087|0|even, regular dependenc|
+5827|31|O|137297.71|1998-07-23|3-MEDIUM|Clerk#000000660|0|hely furiously blithe dolphins. slyly |
+5828|127|F|62172.34|1994-03-06|5-LOW|Clerk#000000377|0|ages boost never during the final packa|
+5829|125|O|183734.56|1997-01-11|1-URGENT|Clerk#000000196|0|gular accounts. bold accounts are blithely furiously ironic r|
+5830|85|F|28223.57|1993-03-25|3-MEDIUM|Clerk#000000233|0|lites haggle. ironic, ironic instructions maintain blit|
+5831|139|O|113505.19|1996-11-17|5-LOW|Clerk#000000585|0|s final, final pinto beans. unusual depos|
+5856|37|F|71460.49|1994-11-06|2-HIGH|Clerk#000000634|0|special excuses. slyly final theodolites cajole blithely furiou|
+5857|124|O|158345.31|1997-11-06|4-NOT SPECIFIED|Clerk#000000267|0|gage blithely. quickly special ac|
+5858|64|F|181320.50|1992-07-14|4-NOT SPECIFIED|Clerk#000000580|0|lyly pending dugouts believe through the ironic deposits. silent s|
+5859|5|O|210643.96|1997-04-23|1-URGENT|Clerk#000000993|0|requests boost. asymptotes across the deposits solve slyly furiously pendin|
+5860|13|F|9495.28|1992-02-20|4-NOT SPECIFIED|Clerk#000000079|0| beans. bold, special foxes sleep about the ir|
+5861|139|O|41450.19|1997-04-10|3-MEDIUM|Clerk#000000094|0|rthogs cajole slyly. express packages sleep blithely final |
+5862|64|O|30550.90|1997-02-20|1-URGENT|Clerk#000000039|0|leep beneath the quickly busy excuses. ironic theodolit|
+5863|65|F|67941.54|1993-11-22|3-MEDIUM|Clerk#000000774|0|ets about the slyly pending ideas sleep according to the blithely |
+5888|46|O|67167.19|1996-09-28|3-MEDIUM|Clerk#000000748|0|quickly against the furiously final requests. evenly fi|
+5889|22|O|15417.57|1995-05-23|5-LOW|Clerk#000000690|0|ites wake across the slyly ironic|
+5890|49|F|41162.24|1992-11-04|2-HIGH|Clerk#000000013|0|packages. final, final reques|
+5891|46|F|41760.00|1992-12-29|3-MEDIUM|Clerk#000000302|0|ounts haggle furiously abo|
+5892|101|P|92340.77|1995-05-09|5-LOW|Clerk#000000639|0| pending instruction|
+5893|2|F|44777.63|1992-07-08|4-NOT SPECIFIED|Clerk#000000560|0|final sentiments. instructions boost above the never speci|
+5894|71|F|70377.31|1994-08-13|2-HIGH|Clerk#000000776|0|regular deposits wake|
+5895|64|O|201419.83|1997-01-01|4-NOT SPECIFIED|Clerk#000000747|0| ironic, unusual requests cajole blithely special, special deposits. s|
+5920|119|F|142767.26|1994-11-20|2-HIGH|Clerk#000000081|0|ns: even ideas cajole slyly among the packages. never ironic patterns|
+5921|58|F|152940.00|1994-04-07|5-LOW|Clerk#000000125|0|kly special requests breach.|
+5922|143|O|142494.99|1996-11-14|5-LOW|Clerk#000000625|0| ironic instructions haggle furiously blithely regular accounts: even platele|
+5923|101|O|157968.27|1997-05-27|2-HIGH|Clerk#000000304|0|o beans haggle slyly above the regular, even dependencies|
+5924|31|O|106823.97|1995-10-10|3-MEDIUM|Clerk#000000433|0|arefully after the pains. blithely ironic pinto |
+5925|146|O|242588.87|1995-11-13|5-LOW|Clerk#000000602|0|ourts. boldly regular foxes might sleep. slyly express tithes against |
+5926|76|F|105770.53|1994-05-20|5-LOW|Clerk#000000071|0| carefully after the furiously even re|
+5927|116|O|84983.90|1997-08-28|4-NOT SPECIFIED|Clerk#000000972|0|endencies according to the slyly ironic foxes detect furiously about the furio|
+5952|148|O|128624.99|1997-04-14|3-MEDIUM|Clerk#000000950|0| regular, final pla|
+5953|7|F|95312.81|1992-03-28|1-URGENT|Clerk#000000049|0|ages are furiously. slowly bold requests|
+5954|28|F|167262.34|1992-12-03|1-URGENT|Clerk#000000968|0|requests along the blith|
+5955|94|P|67944.38|1995-03-27|5-LOW|Clerk#000000340|0|deas integrate. fluffily regular pa|
+5956|22|O|118036.54|1998-05-18|1-URGENT|Clerk#000000587|0|le even, express platelets.|
+5957|89|F|230949.45|1993-12-27|2-HIGH|Clerk#000000020|0| dependencies are slyly. bold accounts according to the carefully regular r|
+5958|115|O|145060.41|1995-09-16|3-MEDIUM|Clerk#000000787|0|e final requests detect alongside of the qu|
+5959|23|F|195515.26|1992-05-15|3-MEDIUM|Clerk#000000913|0|into beans use ironic, unusual foxes. carefully regular excuses boost caref|
+5984|70|F|83413.30|1994-06-18|5-LOW|Clerk#000000023|0|ickly final pains haggle along the furiously ironic pinto bea|
+5985|143|F|3942.73|1995-01-12|3-MEDIUM|Clerk#000000417|0|as nag fluffily slyly permanent accounts. regular depo|
+5986|115|F|92187.80|1992-04-22|2-HIGH|Clerk#000000674|0|iously unusual notornis are |
+5987|64|O|98956.82|1996-08-03|1-URGENT|Clerk#000000464|0| ideas. quietly final accounts haggle blithely pending escapade|
+5988|31|F|41655.51|1993-11-22|4-NOT SPECIFIED|Clerk#000000867|0|fully express accounts. final pi|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/part.tbl b/algebricks/algebricks-tests/data/tpch0.001/part.tbl
new file mode 100644
index 0000000..691ba9d
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/part.tbl
@@ -0,0 +1,200 @@
+1|goldenrod lace spring peru powder|Manufacturer#1|Brand#13|PROMO BURNISHED COPPER|7|JUMBO PKG|901.00|ly. slyly ironi|
+2|blush rosy metallic lemon navajo|Manufacturer#1|Brand#13|LARGE BRUSHED BRASS|1|LG CASE|902.00|lar accounts amo|
+3|dark green antique puff wheat|Manufacturer#4|Brand#42|STANDARD POLISHED BRASS|21|WRAP CASE|903.00|egular deposits hag|
+4|chocolate metallic smoke ghost drab|Manufacturer#3|Brand#34|SMALL PLATED BRASS|14|MED DRUM|904.00|p furiously r|
+5|forest blush chiffon thistle chocolate|Manufacturer#3|Brand#32|STANDARD POLISHED TIN|15|SM PKG|905.00| wake carefully |
+6|white ivory azure firebrick black|Manufacturer#2|Brand#24|PROMO PLATED STEEL|4|MED BAG|906.00|sual a|
+7|blue blanched tan indian olive|Manufacturer#1|Brand#11|SMALL PLATED COPPER|45|SM BAG|907.00|lyly. ex|
+8|ivory khaki cream midnight rosy|Manufacturer#4|Brand#44|PROMO BURNISHED TIN|41|LG DRUM|908.00|eposi|
+9|thistle rose moccasin light floral|Manufacturer#4|Brand#43|SMALL BURNISHED STEEL|12|WRAP CASE|909.00|ironic foxe|
+10|floral moccasin royal powder burnished|Manufacturer#5|Brand#54|LARGE BURNISHED STEEL|44|LG CAN|910.01|ithely final deposit|
+11|chocolate turquoise sandy snow misty|Manufacturer#2|Brand#25|STANDARD BURNISHED NICKEL|43|WRAP BOX|911.01|ng gr|
+12|peru ivory olive powder frosted|Manufacturer#3|Brand#33|MEDIUM ANODIZED STEEL|25|JUMBO CASE|912.01| quickly|
+13|ghost blue olive sky gainsboro|Manufacturer#5|Brand#55|MEDIUM BURNISHED NICKEL|1|JUMBO PACK|913.01|osits.|
+14|linen seashell burnished blue gainsboro|Manufacturer#1|Brand#13|SMALL POLISHED STEEL|28|JUMBO BOX|914.01|kages c|
+15|navajo dark sky turquoise royal|Manufacturer#1|Brand#15|LARGE ANODIZED BRASS|45|LG CASE|915.01|usual ac|
+16|deep brown turquoise dim papaya|Manufacturer#3|Brand#32|PROMO PLATED TIN|2|MED PACK|916.01|unts a|
+17|burnished navy orange dodger cream|Manufacturer#4|Brand#43|ECONOMY BRUSHED STEEL|16|LG BOX|917.01| regular accounts|
+18|spring indian forest khaki midnight|Manufacturer#1|Brand#11|SMALL BURNISHED STEEL|42|JUMBO PACK|918.01|s cajole slyly a|
+19|dodger forest floral cream black|Manufacturer#2|Brand#23|SMALL ANODIZED NICKEL|33|WRAP BOX|919.01| pending acc|
+20|bisque salmon dark blanched linen|Manufacturer#1|Brand#12|LARGE POLISHED NICKEL|48|MED BAG|920.02|are across the asympt|
+21|lemon aquamarine firebrick floral almond|Manufacturer#3|Brand#33|SMALL BURNISHED TIN|31|MED BAG|921.02|ss packages. pendin|
+22|medium floral beige cornsilk olive|Manufacturer#4|Brand#43|PROMO POLISHED BRASS|19|LG DRUM|922.02| even p|
+23|firebrick bisque slate rose blanched|Manufacturer#3|Brand#35|MEDIUM BURNISHED TIN|42|JUMBO JAR|923.02|nic, fina|
+24|saddle dim white honeydew spring|Manufacturer#5|Brand#52|MEDIUM PLATED STEEL|20|MED CASE|924.02| final the|
+25|blush forest magenta metallic turquoise|Manufacturer#5|Brand#55|STANDARD BRUSHED COPPER|3|JUMBO BAG|925.02|requests wake|
+26|lawn forest misty chartreuse snow|Manufacturer#3|Brand#32|SMALL BRUSHED STEEL|32|SM CASE|926.02| instructions i|
+27|plum drab cornflower brown dim|Manufacturer#1|Brand#14|LARGE ANODIZED TIN|20|MED PKG|927.02|s wake. ir|
+28|green honeydew dim cyan bisque|Manufacturer#4|Brand#44|SMALL PLATED COPPER|19|JUMBO PKG|928.02|x-ray pending, iron|
+29|aquamarine sky salmon rose burlywood|Manufacturer#3|Brand#33|PROMO PLATED COPPER|7|LG DRUM|929.02| carefully fluffi|
+30|blush beige steel cyan navy|Manufacturer#4|Brand#42|PROMO ANODIZED TIN|17|LG BOX|930.03|carefully bus|
+31|grey ghost steel maroon moccasin|Manufacturer#5|Brand#53|STANDARD BRUSHED TIN|10|LG BAG|931.03|uriously s|
+32|yellow wheat midnight papaya blue|Manufacturer#4|Brand#42|ECONOMY PLATED BRASS|31|LG CASE|932.03|urts. carefully fin|
+33|maroon beige mint cyan peru|Manufacturer#2|Brand#22|ECONOMY PLATED NICKEL|16|LG PKG|933.03|ly eve|
+34|bisque pink dodger cream goldenrod|Manufacturer#1|Brand#13|LARGE BRUSHED STEEL|8|JUMBO BOX|934.03|riously ironic|
+35|green blue coral antique sandy|Manufacturer#4|Brand#43|MEDIUM ANODIZED BRASS|14|JUMBO PACK|935.03|e carefully furi|
+36|chiffon smoke floral misty navy|Manufacturer#2|Brand#25|SMALL BURNISHED COPPER|3|JUMBO CAN|936.03|olites o|
+37|turquoise ivory orange sandy maroon|Manufacturer#4|Brand#45|LARGE POLISHED TIN|48|JUMBO BOX|937.03|silent |
+38|seashell floral bisque midnight black|Manufacturer#4|Brand#43|ECONOMY ANODIZED BRASS|11|SM JAR|938.03|structions inte|
+39|rose dodger lace peru floral|Manufacturer#5|Brand#53|SMALL POLISHED TIN|43|JUMBO JAR|939.03|se slowly above the fl|
+40|rosy midnight floral misty green|Manufacturer#2|Brand#25|ECONOMY BURNISHED COPPER|27|SM CASE|940.04|! blithely specia|
+41|burlywood ghost antique metallic pale|Manufacturer#2|Brand#23|ECONOMY ANODIZED TIN|7|WRAP JAR|941.04|uriously. furiously cl|
+42|midnight azure bisque turquoise lawn|Manufacturer#5|Brand#52|MEDIUM BURNISHED TIN|45|LG BOX|942.04|the slow|
+43|medium khaki chocolate rosy blush|Manufacturer#4|Brand#44|PROMO POLISHED STEEL|5|WRAP CASE|943.04|e slyly along the ir|
+44|medium maroon wheat lavender blush|Manufacturer#4|Brand#45|MEDIUM PLATED TIN|48|SM PACK|944.04|pinto beans. carefully|
+45|lemon medium frosted indian linen|Manufacturer#4|Brand#43|SMALL BRUSHED NICKEL|9|WRAP BAG|945.04|nts bo|
+46|antique peru lemon sandy steel|Manufacturer#1|Brand#11|STANDARD POLISHED TIN|45|WRAP CASE|946.04|the blithely unusual |
+47|sky firebrick red linen dim|Manufacturer#4|Brand#45|LARGE BURNISHED BRASS|14|JUMBO PACK|947.04| even plate|
+48|slate thistle indian lace drab|Manufacturer#5|Brand#53|STANDARD BRUSHED STEEL|27|JUMBO CASE|948.04|ng to the depo|
+49|blue tan cornsilk burlywood beige|Manufacturer#2|Brand#24|SMALL BURNISHED TIN|31|MED DRUM|949.04|ar pack|
+50|yellow cornflower royal blush almond|Manufacturer#3|Brand#33|LARGE ANODIZED TIN|25|WRAP PKG|950.05|kages m|
+51|lime forest puff deep firebrick|Manufacturer#4|Brand#45|ECONOMY BURNISHED NICKEL|34|JUMBO PACK|951.05|n foxes|
+52|lemon lace khaki powder blanched|Manufacturer#3|Brand#35|STANDARD BURNISHED TIN|25|WRAP CASE|952.05| final deposits. fu|
+53|grey black dodger sandy puff|Manufacturer#2|Brand#23|ECONOMY BURNISHED NICKEL|32|MED BAG|953.05|mptot|
+54|peach smoke yellow pale cornflower|Manufacturer#2|Brand#21|LARGE BURNISHED COPPER|19|WRAP CASE|954.05|e blithely|
+55|antique cream pale tomato rose|Manufacturer#2|Brand#23|ECONOMY BRUSHED COPPER|9|MED BAG|955.05|ly final pac|
+56|midnight goldenrod drab ivory blanched|Manufacturer#1|Brand#12|MEDIUM PLATED STEEL|20|WRAP DRUM|956.05|ts. blithel|
+57|purple blue tan goldenrod medium|Manufacturer#3|Brand#32|MEDIUM BURNISHED BRASS|49|MED PKG|957.05|lly abov|
+58|linen beige coral dim salmon|Manufacturer#5|Brand#53|STANDARD POLISHED TIN|44|LG PACK|958.05| fluffily blithely reg|
+59|misty blush metallic spring blanched|Manufacturer#5|Brand#53|MEDIUM POLISHED TIN|2|LG BAG|959.05|regular exc|
+60|sky burnished salmon navajo hot|Manufacturer#1|Brand#11|LARGE POLISHED COPPER|27|JUMBO CASE|960.06| integ|
+61|drab burnished lime navy slate|Manufacturer#5|Brand#54|SMALL BURNISHED NICKEL|18|WRAP DRUM|961.06|es. blithely en|
+62|tan ivory aquamarine indian burlywood|Manufacturer#3|Brand#35|STANDARD BRUSHED BRASS|39|JUMBO BOX|962.06|ckly across the carefu|
+63|frosted puff hot rose coral|Manufacturer#3|Brand#32|STANDARD BURNISHED NICKEL|10|JUMBO CAN|963.06| quickly |
+64|aquamarine puff papaya hot floral|Manufacturer#2|Brand#21|MEDIUM ANODIZED BRASS|1|JUMBO CAN|964.06|efully regular pi|
+65|slate lavender tomato black floral|Manufacturer#5|Brand#53|MEDIUM BRUSHED COPPER|3|MED CAN|965.06|posits after the quic|
+66|cornflower orchid chocolate lawn light|Manufacturer#3|Brand#35|PROMO ANODIZED NICKEL|46|SM CASE|966.06|haggle blithely iro|
+67|slate cornsilk red orange plum|Manufacturer#2|Brand#21|SMALL BRUSHED TIN|31|WRAP DRUM|967.06| regular, p|
+68|bisque frosted pale puff sandy|Manufacturer#1|Brand#11|PROMO ANODIZED STEEL|10|WRAP BOX|968.06|eposits shall h|
+69|peru green linen blush olive|Manufacturer#5|Brand#52|MEDIUM POLISHED BRASS|2|SM BOX|969.06|ely final depo|
+70|violet midnight dark cornsilk wheat|Manufacturer#1|Brand#11|STANDARD BRUSHED STEEL|42|LG PACK|970.07|inal gifts. sl|
+71|sky green spring lavender white|Manufacturer#3|Brand#33|STANDARD PLATED BRASS|26|WRAP DRUM|971.07| packages alongside|
+72|orange spring burlywood chocolate black|Manufacturer#2|Brand#23|STANDARD ANODIZED TIN|25|JUMBO PACK|972.07|efully final the|
+73|cream misty tomato peach burlywood|Manufacturer#2|Brand#21|SMALL BRUSHED COPPER|35|WRAP DRUM|973.07|ts haggl|
+74|dim linen frosted thistle pale|Manufacturer#5|Brand#55|ECONOMY ANODIZED BRASS|25|JUMBO CASE|974.07|ent foxes|
+75|aquamarine lace wheat salmon blue|Manufacturer#3|Brand#35|SMALL BURNISHED NICKEL|39|SM JAR|975.07|s sleep furiou|
+76|bisque light yellow puff salmon|Manufacturer#3|Brand#34|MEDIUM BRUSHED COPPER|9|SM PKG|976.07|n accounts sleep qu|
+77|slate bisque burnished honeydew beige|Manufacturer#5|Brand#52|STANDARD BRUSHED COPPER|13|MED PKG|977.07|uests.|
+78|blush green slate bisque powder|Manufacturer#1|Brand#14|ECONOMY POLISHED STEEL|24|LG JAR|978.07|icing deposits wake|
+79|puff pink floral steel forest|Manufacturer#4|Brand#45|PROMO ANODIZED BRASS|22|JUMBO BAG|979.07| foxes are slyly regu|
+80|tomato saddle brown bisque light|Manufacturer#4|Brand#44|PROMO PLATED BRASS|28|MED CAN|980.08|unusual dependencies i|
+81|misty salmon cornflower dark frosted|Manufacturer#5|Brand#53|ECONOMY BRUSHED TIN|21|MED BAG|981.08|ove the furiou|
+82|khaki tomato purple indian lemon|Manufacturer#1|Brand#15|ECONOMY POLISHED TIN|12|WRAP BOX|982.08|ial requests haggle |
+83|chocolate green deep lace aquamarine|Manufacturer#1|Brand#12|PROMO BURNISHED NICKEL|47|SM CAN|983.08|ly regul|
+84|salmon peru frosted red chiffon|Manufacturer#4|Brand#45|SMALL ANODIZED NICKEL|26|JUMBO PACK|984.08|ideas nag|
+85|aquamarine cornsilk floral misty light|Manufacturer#5|Brand#55|PROMO ANODIZED NICKEL|16|LG BAG|985.08| silent|
+86|green blanched khaki steel deep|Manufacturer#4|Brand#44|STANDARD PLATED TIN|37|LG CASE|986.08| daring sheaves |
+87|pale khaki sandy antique black|Manufacturer#4|Brand#41|LARGE PLATED STEEL|41|WRAP PACK|987.08|yly final|
+88|blue olive azure burlywood lavender|Manufacturer#4|Brand#44|PROMO PLATED COPPER|16|SM CASE|988.08|e regular packages. |
+89|ghost khaki lawn pale dim|Manufacturer#5|Brand#53|STANDARD BURNISHED STEEL|7|MED JAR|989.08|y final pinto |
+90|ghost goldenrod violet blue purple|Manufacturer#5|Brand#51|ECONOMY POLISHED STEEL|49|JUMBO CAN|990.09|caref|
+91|dark beige metallic ivory burlywood|Manufacturer#2|Brand#21|STANDARD BRUSHED TIN|32|JUMBO PKG|991.09|counts dete|
+92|chiffon dodger turquoise thistle red|Manufacturer#2|Brand#22|STANDARD ANODIZED TIN|35|JUMBO PKG|992.09|he ironic accounts. sp|
+93|blanched yellow cornflower khaki mint|Manufacturer#2|Brand#24|LARGE ANODIZED TIN|2|WRAP DRUM|993.09| platel|
+94|azure pink orange goldenrod grey|Manufacturer#3|Brand#35|STANDARD POLISHED BRASS|32|SM BOX|994.09|s accounts cajo|
+95|coral chocolate wheat smoke magenta|Manufacturer#3|Brand#33|LARGE BRUSHED TIN|36|WRAP DRUM|995.09| final pinto beans |
+96|steel light drab chartreuse honeydew|Manufacturer#5|Brand#53|STANDARD BRUSHED STEEL|32|SM CASE|996.09|ng to the bli|
+97|metallic dodger aquamarine azure drab|Manufacturer#3|Brand#33|MEDIUM POLISHED BRASS|49|WRAP CAN|997.09|ss excuses sleep am|
+98|frosted goldenrod chartreuse dark honeydew|Manufacturer#5|Brand#54|STANDARD ANODIZED BRASS|22|MED JAR|998.09|e the q|
+99|lemon peru chiffon sienna deep|Manufacturer#2|Brand#21|SMALL BURNISHED STEEL|11|JUMBO PKG|999.09|press|
+100|light orange khaki chiffon purple|Manufacturer#3|Brand#33|ECONOMY ANODIZED TIN|4|LG BAG|1000.10|of the steal|
+101|hot yellow turquoise violet floral|Manufacturer#3|Brand#32|LARGE ANODIZED STEEL|26|JUMBO JAR|1001.10|ly even,|
+102|firebrick orchid blanched sienna grey|Manufacturer#3|Brand#31|MEDIUM BURNISHED BRASS|17|SM DRUM|1002.10|ular packa|
+103|navy cream lime orange metallic|Manufacturer#2|Brand#25|MEDIUM PLATED BRASS|45|WRAP DRUM|1003.10|e blithely blith|
+104|dim cream chocolate cornflower orange|Manufacturer#1|Brand#13|MEDIUM ANODIZED STEEL|36|JUMBO BAG|1004.10|ites sleep quickly|
+105|rose puff ivory blanched burnished|Manufacturer#1|Brand#15|SMALL POLISHED COPPER|27|LG DRUM|1005.10|odolites was |
+106|cornsilk beige deep lavender antique|Manufacturer#3|Brand#31|MEDIUM PLATED BRASS|28|WRAP DRUM|1006.10|unts maintain |
+107|cyan coral red slate orange|Manufacturer#5|Brand#53|SMALL BURNISHED TIN|12|MED BOX|1007.10|slyly special depos|
+108|honeydew papaya gainsboro tomato puff|Manufacturer#1|Brand#12|PROMO PLATED NICKEL|41|MED PKG|1008.10|after the carefully |
+109|lemon indian blanched chiffon coral|Manufacturer#3|Brand#33|ECONOMY POLISHED TIN|11|LG PACK|1009.10|instruction|
+110|cornflower azure beige floral black|Manufacturer#3|Brand#33|STANDARD BURNISHED COPPER|46|LG DRUM|1010.11|t quickly a|
+111|sandy almond chocolate moccasin misty|Manufacturer#5|Brand#54|LARGE BRUSHED COPPER|28|JUMBO JAR|1011.11|kly bold epitaphs |
+112|hot burnished tomato chocolate peru|Manufacturer#4|Brand#43|PROMO BRUSHED STEEL|42|JUMBO CAN|1012.11|the express, |
+113|almond coral royal honeydew lawn|Manufacturer#3|Brand#31|PROMO POLISHED TIN|23|LG CAN|1013.11|finally even |
+114|pale bisque antique white royal|Manufacturer#5|Brand#51|MEDIUM POLISHED NICKEL|41|MED PACK|1014.11|ully final foxes. pint|
+115|spring hot sienna azure dark|Manufacturer#4|Brand#45|STANDARD POLISHED STEEL|24|MED CAN|1015.11|counts nag! caref|
+116|thistle cornsilk pale firebrick black|Manufacturer#5|Brand#53|PROMO POLISHED NICKEL|33|SM PACK|1016.11|usly final courts |
+117|tomato grey chiffon burlywood ghost|Manufacturer#1|Brand#14|SMALL BRUSHED TIN|25|LG BAG|1017.11|ages acc|
+118|bisque plum royal burlywood brown|Manufacturer#2|Brand#25|PROMO ANODIZED TIN|31|MED PACK|1018.11|ly ironic pinto|
+119|olive black navajo burlywood ghost|Manufacturer#4|Brand#43|LARGE POLISHED STEEL|30|WRAP CASE|1019.11|out the quickly r|
+120|navy chocolate frosted burnished moccasin|Manufacturer#1|Brand#14|SMALL ANODIZED NICKEL|45|WRAP JAR|1020.12|lly a|
+121|smoke chiffon gainsboro magenta firebrick|Manufacturer#1|Brand#14|ECONOMY BRUSHED COPPER|13|SM PKG|1021.12|deposi|
+122|ghost royal chocolate peach ivory|Manufacturer#2|Brand#21|MEDIUM ANODIZED TIN|8|LG DRUM|1022.12|sts c|
+123|cream almond papaya salmon blanched|Manufacturer#1|Brand#12|SMALL BURNISHED TIN|31|JUMBO PKG|1023.12|ray regula|
+124|wheat azure khaki tan lime|Manufacturer#3|Brand#32|PROMO ANODIZED STEEL|1|LG BOX|1024.12|g the expr|
+125|metallic indian magenta navy medium|Manufacturer#1|Brand#12|STANDARD BRUSHED BRASS|17|WRAP BAG|1025.12|kages against|
+126|burnished navy indian medium deep|Manufacturer#4|Brand#45|MEDIUM BRUSHED NICKEL|4|LG BAG|1026.12|es sleep al|
+127|moccasin green orchid blue blanched|Manufacturer#5|Brand#52|SMALL BURNISHED NICKEL|14|LG JAR|1027.12|lithely expr|
+128|linen brown khaki snow gainsboro|Manufacturer#2|Brand#22|PROMO PLATED TIN|5|SM BAG|1028.12|e of the furiously ex|
+129|turquoise spring sandy tan ivory|Manufacturer#1|Brand#15|LARGE POLISHED TIN|20|SM JAR|1029.12| careful|
+130|gainsboro goldenrod chiffon orchid rose|Manufacturer#2|Brand#23|SMALL PLATED NICKEL|26|LG BOX|1030.13|ake slyly|
+131|tomato moccasin sandy blue frosted|Manufacturer#5|Brand#52|STANDARD ANODIZED BRASS|43|MED DRUM|1031.13|nts wake dar|
+132|seashell papaya thistle light powder|Manufacturer#4|Brand#45|STANDARD BURNISHED BRASS|2|WRAP DRUM|1032.13|ckly expre|
+133|navajo black dim peru deep|Manufacturer#1|Brand#13|SMALL BRUSHED NICKEL|19|LG PKG|1033.13| final pinto beans|
+134|turquoise goldenrod white moccasin spring|Manufacturer#4|Brand#42|SMALL POLISHED STEEL|35|SM PKG|1034.13|es. bold pa|
+135|metallic lime cyan forest burlywood|Manufacturer#2|Brand#21|MEDIUM BURNISHED STEEL|24|JUMBO CASE|1035.13|l frets |
+136|cornsilk blush powder tan rose|Manufacturer#2|Brand#22|SMALL PLATED STEEL|2|WRAP BAG|1036.13|kages print carefully|
+137|saddle dodger purple salmon rosy|Manufacturer#3|Brand#31|ECONOMY PLATED STEEL|25|MED PACK|1037.13|the t|
+138|dark goldenrod ghost hot grey|Manufacturer#1|Brand#13|ECONOMY BURNISHED COPPER|42|JUMBO DRUM|1038.13|ts solve acro|
+139|floral chocolate purple deep coral|Manufacturer#3|Brand#32|MEDIUM BRUSHED STEEL|7|SM BOX|1039.13|ter t|
+140|frosted chiffon thistle sky grey|Manufacturer#5|Brand#53|STANDARD PLATED STEEL|45|SM BOX|1040.14|oss the carefu|
+141|peru sienna salmon snow gainsboro|Manufacturer#3|Brand#35|STANDARD ANODIZED STEEL|23|SM PKG|1041.14|ans nag furiously pen|
+142|chartreuse sky deep slate thistle|Manufacturer#5|Brand#55|STANDARD ANODIZED BRASS|36|MED JAR|1042.14|he accounts. pac|
+143|moccasin dim almond black misty|Manufacturer#3|Brand#34|ECONOMY PLATED TIN|44|MED BAG|1043.14|nts across the|
+144|wheat brown orange almond aquamarine|Manufacturer#1|Brand#14|SMALL ANODIZED TIN|26|SM BOX|1044.14|owly |
+145|indian rosy chartreuse orchid grey|Manufacturer#5|Brand#53|PROMO BRUSHED COPPER|24|SM BAG|1045.14|es wake furiously blit|
+146|azure medium midnight burlywood blue|Manufacturer#3|Brand#34|STANDARD BRUSHED COPPER|11|WRAP PACK|1046.14|unts cajole|
+147|honeydew brown deep light chartreuse|Manufacturer#1|Brand#11|MEDIUM PLATED COPPER|29|JUMBO PKG|1047.14|wake never bold |
+148|yellow white tan khaki saddle|Manufacturer#3|Brand#31|STANDARD PLATED STEEL|20|SM BOX|1048.14|platelets wake fu|
+149|tan cyan forest ghost plum|Manufacturer#2|Brand#24|MEDIUM BURNISHED NICKEL|6|MED PKG|1049.14|leep requests. dog|
+150|antique red moccasin green burlywood|Manufacturer#3|Brand#35|LARGE BRUSHED TIN|21|SM BAG|1050.15|ironic foxes|
+151|chartreuse lime slate white thistle|Manufacturer#3|Brand#34|LARGE PLATED BRASS|45|MED CAN|1051.15|ccounts nag i|
+152|light indian linen dodger blush|Manufacturer#5|Brand#53|MEDIUM POLISHED STEEL|48|MED CASE|1052.15|thely regular t|
+153|powder firebrick chiffon purple khaki|Manufacturer#1|Brand#11|STANDARD PLATED TIN|20|MED BAG|1053.15|thlessly. silen|
+154|peru powder pink orchid lace|Manufacturer#1|Brand#11|ECONOMY ANODIZED TIN|1|JUMBO BAG|1054.15|posits |
+155|beige saddle cornsilk mint sky|Manufacturer#2|Brand#21|SMALL BRUSHED NICKEL|28|WRAP CASE|1055.15|lly ironic, r|
+156|steel gainsboro plum black cornsilk|Manufacturer#4|Brand#43|SMALL POLISHED NICKEL|2|LG PKG|1056.15| pinto beans. eve|
+157|navajo lime cream ghost drab|Manufacturer#1|Brand#11|ECONOMY ANODIZED STEEL|26|JUMBO PACK|1057.15|ial courts. ru|
+158|magenta light rosy almond goldenrod|Manufacturer#4|Brand#45|MEDIUM BURNISHED COPPER|47|LG JAR|1058.15| ideas detect slyl|
+159|linen drab antique steel aquamarine|Manufacturer#4|Brand#43|SMALL ANODIZED BRASS|46|SM BAG|1059.15| ironic requests-- pe|
+160|lace coral cream saddle maroon|Manufacturer#5|Brand#55|STANDARD POLISHED COPPER|47|JUMBO CAN|1060.16|nts are carefully|
+161|hot dodger rosy firebrick aquamarine|Manufacturer#2|Brand#22|STANDARD PLATED TIN|17|SM PACK|1061.16|r the bl|
+162|aquamarine coral black ivory misty|Manufacturer#3|Brand#33|MEDIUM ANODIZED COPPER|35|JUMBO PACK|1062.16|e slyly around th|
+163|blush yellow frosted lace drab|Manufacturer#2|Brand#21|ECONOMY PLATED TIN|34|WRAP DRUM|1063.16|nly s|
+164|brown cream linen frosted blue|Manufacturer#2|Brand#23|LARGE PLATED BRASS|35|JUMBO BAG|1064.16|mong th|
+165|chiffon dim coral sienna seashell|Manufacturer#1|Brand#15|STANDARD PLATED STEEL|24|SM CAN|1065.16| carefully fin|
+166|linen royal chiffon floral misty|Manufacturer#5|Brand#52|LARGE POLISHED COPPER|4|MED BAG|1066.16|ss the|
+167|almond lavender lawn pink ghost|Manufacturer#3|Brand#32|LARGE ANODIZED STEEL|46|WRAP BOX|1067.16|ic ac|
+168|lace frosted brown slate lawn|Manufacturer#1|Brand#13|SMALL BRUSHED COPPER|20|JUMBO DRUM|1068.16|ss package|
+169|tan lime sky almond midnight|Manufacturer#5|Brand#55|STANDARD POLISHED BRASS|10|JUMBO CASE|1069.16|lets alongside of|
+170|peru green hot medium thistle|Manufacturer#3|Brand#33|LARGE POLISHED COPPER|28|LG DRUM|1070.17|yly s|
+171|beige seashell almond linen blush|Manufacturer#1|Brand#11|STANDARD BURNISHED COPPER|40|LG JAR|1071.17| the r|
+172|medium goldenrod tan light brown|Manufacturer#5|Brand#53|PROMO PLATED NICKEL|28|MED CASE|1072.17|quick as|
+173|pale papaya tomato navajo coral|Manufacturer#1|Brand#12|ECONOMY BURNISHED TIN|17|LG CASE|1073.17|sly bold excuses haggl|
+174|plum pink medium saddle orchid|Manufacturer#1|Brand#15|ECONOMY BRUSHED COPPER|25|LG CASE|1074.17| accounts nag ab|
+175|azure blanched chartreuse moccasin ghost|Manufacturer#1|Brand#11|PROMO ANODIZED TIN|45|JUMBO JAR|1075.17|ole against the|
+176|lawn forest indian orchid peru|Manufacturer#2|Brand#24|SMALL ANODIZED STEEL|40|MED CAN|1076.17|blithely. ironic|
+177|indian deep sandy floral yellow|Manufacturer#2|Brand#21|MEDIUM BRUSHED STEEL|42|LG BAG|1077.17|ermanently eve|
+178|blue black cornflower white powder|Manufacturer#1|Brand#13|STANDARD POLISHED TIN|10|LG JAR|1078.17|regular instructions.|
+179|rose lime blush bisque ivory|Manufacturer#4|Brand#43|ECONOMY BRUSHED STEEL|20|LG JAR|1079.17|ely regul|
+180|purple blanched khaki blush aquamarine|Manufacturer#3|Brand#33|STANDARD BURNISHED NICKEL|7|WRAP BAG|1080.18|oss the |
+181|almond burlywood smoke peru dark|Manufacturer#2|Brand#24|MEDIUM PLATED STEEL|19|WRAP CAN|1081.18|al deposits |
+182|beige medium brown chartreuse purple|Manufacturer#3|Brand#31|MEDIUM ANODIZED COPPER|11|JUMBO CAN|1082.18|bits are |
+183|ivory white wheat pale orange|Manufacturer#5|Brand#52|PROMO POLISHED STEEL|35|LG PKG|1083.18|ly regular excus|
+184|burlywood cream cornsilk chocolate purple|Manufacturer#5|Brand#53|SMALL POLISHED TIN|42|LG BOX|1084.18|ding courts. idly iro|
+185|firebrick rose indian spring magenta|Manufacturer#4|Brand#44|ECONOMY POLISHED TIN|4|WRAP BAG|1085.18|even foxe|
+186|papaya cream chartreuse spring blush|Manufacturer#2|Brand#23|ECONOMY BRUSHED TIN|15|JUMBO PKG|1086.18|ly reg|
+187|white brown cyan lavender orange|Manufacturer#4|Brand#45|PROMO ANODIZED BRASS|45|MED CAN|1087.18|leep slyly s|
+188|gainsboro steel rosy dim drab|Manufacturer#5|Brand#54|ECONOMY ANODIZED BRASS|9|MED CAN|1088.18| above the silent p|
+189|dodger misty yellow brown grey|Manufacturer#2|Brand#22|MEDIUM BRUSHED BRASS|13|WRAP DRUM|1089.18|en requests. sauternes|
+190|chartreuse khaki ivory chiffon bisque|Manufacturer#5|Brand#53|LARGE BURNISHED NICKEL|23|WRAP BAG|1090.19| furiously even d|
+191|navajo metallic puff firebrick cornflower|Manufacturer#3|Brand#31|MEDIUM POLISHED BRASS|36|WRAP BOX|1091.19| asymptote|
+192|light seashell firebrick cornflower green|Manufacturer#3|Brand#34|STANDARD BRUSHED COPPER|17|MED BAG|1092.19|uickly regular, expr|
+193|turquoise sienna rose rosy chocolate|Manufacturer#4|Brand#45|ECONOMY BURNISHED BRASS|31|SM PKG|1093.19|final ideas wake furi|
+194|powder bisque cornflower navajo pink|Manufacturer#5|Brand#51|ECONOMY POLISHED STEEL|7|SM CAN|1094.19|y special accoun|
+195|lace floral blush linen cornflower|Manufacturer#4|Brand#41|STANDARD BRUSHED NICKEL|40|MED CASE|1095.19|oxes sleep care|
+196|pale blush lime grey blue|Manufacturer#3|Brand#33|SMALL BURNISHED NICKEL|3|JUMBO JAR|1096.19|uickly special |
+197|blue turquoise cornsilk rosy chartreuse|Manufacturer#5|Brand#52|SMALL ANODIZED COPPER|18|SM JAR|1097.19|lithely after the eve|
+198|orange khaki papaya cyan navajo|Manufacturer#4|Brand#41|PROMO BRUSHED NICKEL|43|SM PACK|1098.19|ackages? carefully re|
+199|royal slate lace olive gainsboro|Manufacturer#3|Brand#31|ECONOMY PLATED STEEL|23|JUMBO DRUM|1099.19|ickly regul|
+200|burnished mint navajo beige dark|Manufacturer#5|Brand#54|MEDIUM POLISHED BRASS|22|LG PKG|1100.20|furiously even depo|
diff --git a/algebricks/algebricks-tests/data/tpch0.001/partsupp.tbl b/algebricks/algebricks-tests/data/tpch0.001/partsupp.tbl
new file mode 100644
index 0000000..d8e5856
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/partsupp.tbl
@@ -0,0 +1,800 @@
+1|2|3325|771.64|, even theodolites. regular, final theodolites eat after the carefully pending foxes. furiously regular deposits sleep slyly. carefully bold realms above the ironic dependencies haggle careful|
+1|4|8076|993.49|ven ideas. quickly even packages print. pending multipliers must have to are fluff|
+1|6|3956|337.09|after the fluffily ironic deposits? blithely special dependencies integrate furiously even excuses. blithely silent theodolites could have to haggle pending, express requests; fu|
+1|8|4069|357.84|al, regular dependencies serve carefully after the quickly final pinto beans. furiously even deposits sleep quickly final, silent pinto beans. fluffily reg|
+2|3|8895|378.49|nic accounts. final accounts sleep furiously about the ironic, bold packages. regular, regular accounts|
+2|5|4969|915.27|ptotes. quickly pending dependencies integrate furiously. fluffily ironic ideas impress blithely above the express accounts. furiously even epitaphs need to wak|
+2|7|8539|438.37|blithely bold ideas. furiously stealthy packages sleep fluffily. slyly special deposits snooze furiously carefully regular accounts. regular deposits according to the accounts nag carefully slyl|
+2|9|3025|306.39|olites. deposits wake carefully. even, express requests cajole. carefully regular ex|
+3|4|4651|920.92|ilent foxes affix furiously quickly unusual requests. even packages across the carefully even theodolites nag above the sp|
+3|6|4093|498.13|ending dependencies haggle fluffily. regular deposits boost quickly carefully regular requests. deposits affix furiously around the pinto beans. ironic, unusual platelets across the p|
+3|8|3917|645.40|of the blithely regular theodolites. final theodolites haggle blithely carefully unusual ideas. blithely even f|
+3|10|9942|191.92| unusual, ironic foxes according to the ideas detect furiously alongside of the even, express requests. blithely regular the|
+4|5|1339|113.97| carefully unusual ideas. packages use slyly. blithely final pinto beans cajole along the furiously express requests. regular orbits haggle carefully. care|
+4|7|6377|591.18|ly final courts haggle carefully regular accounts. carefully regular accounts could integrate slyly. slyly express packages about the accounts wake slyly|
+4|9|2694|51.37|g, regular deposits: quick instructions run across the carefully ironic theodolites-- final dependencies haggle into the dependencies. f|
+4|1|2480|444.37|requests sleep quickly regular accounts. theodolites detect. carefully final depths w|
+5|6|3735|255.88|arefully even requests. ironic requests cajole carefully even dolphin|
+5|8|9653|50.52|y stealthy deposits. furiously final pinto beans wake furiou|
+5|10|1329|219.83|iously regular deposits wake deposits. pending pinto beans promise ironic dependencies. even, regular pinto beans integrate|
+5|2|6925|537.98|sits. quickly fluffy packages wake quickly beyond the blithely regular requests. pending requests cajole among the final pinto beans. carefully busy theodolites affix quickly stealthily |
+6|7|8851|130.72|usly final packages. slyly ironic accounts poach across the even, sly requests. carefully pending request|
+6|9|1627|424.25| quick packages. ironic deposits print. furiously silent platelets across the carefully final requests are slyly along the furiously even instructi|
+6|1|3336|642.13|final instructions. courts wake packages. blithely unusual realms along the multipliers nag |
+6|3|6451|175.32| accounts alongside of the slyly even accounts wake carefully final instructions-- ruthless platelets wake carefully ideas. even deposits are quickly final,|
+7|8|7454|763.98|y express tithes haggle furiously even foxes. furiously ironic deposits sleep toward the furiously unusual|
+7|10|2770|149.66|hould have to nag after the blithely final asymptotes. fluffily spe|
+7|2|3377|68.77|usly against the daring asymptotes. slyly regular platelets sleep quickly blithely regular deposits. boldly regular deposits wake blithely ironic accounts|
+7|4|9460|299.58|. furiously final ideas hinder slyly among the ironic, final packages. blithely ironic dependencies cajole pending requests: blithely even packa|
+8|9|6834|249.63|lly ironic accounts solve express, unusual theodolites. special packages use quickly. quickly fin|
+8|1|396|957.34|r accounts. furiously pending dolphins use even, regular platelets. final|
+8|3|9845|220.62|s against the fluffily special packages snooze slyly slyly regular p|
+8|5|8126|916.91|final accounts around the blithely special asymptotes wake carefully beyond the bold dugouts. regular ideas haggle furiously after|
+9|10|7054|84.20|ts boost. evenly regular packages haggle after the quickly careful accounts. |
+9|2|7542|811.84|ate after the final pinto beans. express requests cajole express packages. carefully bold ideas haggle furiously. blithely express accounts eat carefully among the evenly busy accounts. carefully un|
+9|4|9583|381.31|d foxes. final, even braids sleep slyly slyly regular ideas. unusual ideas above|
+9|6|3063|291.84| the blithely ironic instructions. blithely express theodolites nag furiously. carefully bold requests shall have to use slyly pending requests. carefully regular instr|
+10|1|2952|996.12| bold foxes wake quickly even, final asymptotes. blithely even depe|
+10|3|3335|673.27|s theodolites haggle according to the fluffily unusual instructions. silent realms nag carefully ironic theodolites. furiously unusual instructions would detect fu|
+10|5|5691|164.00|r, silent instructions sleep slyly regular pinto beans. furiously unusual gifts use. silently ironic theodolites cajole final deposits! express dugouts are furiously. packages sleep |
+10|7|841|374.02|refully above the ironic packages. quickly regular packages haggle foxes. blithely ironic deposits a|
+11|2|4540|709.87|thely across the blithely unusual requests. slyly regular instructions wake slyly ironic theodolites. requests haggle blithely above the blithely brave p|
+11|5|4729|894.90|ters wake. sometimes bold packages cajole sometimes blithely final instructions. carefully ironic foxes after the furiously unusual foxes cajole carefully acr|
+11|8|3708|818.74|inal accounts nag quickly slyly special frays; bold, final theodolites play slyly after the furiously pending packages. f|
+11|1|3213|471.98|nusual, regular requests use carefully. slyly final packages haggle quickly. slyly express packages impress blithely across the blithely regular ideas. regular depe|
+12|3|3610|659.73|jole bold theodolites. final packages haggle! carefully regular deposits play furiously among the special ideas. quickly ironic packages detect quickly carefully final|
+12|6|7606|332.81|luffily regular courts engage carefully special realms. regular accounts across the blithely special pinto beans use carefully at the silent request|
+12|9|824|337.06|es are unusual deposits. fluffily even deposits across the blithely final theodolites doubt across the unusual accounts. regular, |
+12|2|5454|901.70|s across the carefully regular courts haggle fluffily among the even theodolites. blithely final platelets x-ray even ideas. fluffily express pinto beans sleep slyly. carefully even a|
+13|4|612|169.44|s. furiously even asymptotes use slyly blithely express foxes. pending courts integrate blithely among the ironic requests! blithely pending deposits integrate slyly furiously final packa|
+13|7|7268|862.70|s sleep slyly packages. final theodolites to the express packages haggle quic|
+13|10|864|38.64|s after the slyly pending instructions haggle even, express requests. permanently regular pinto beans are. slyly pending req|
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diff --git a/algebricks/algebricks-tests/data/tpch0.001/region.tbl b/algebricks/algebricks-tests/data/tpch0.001/region.tbl
new file mode 100644
index 0000000..c5ebb63
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/region.tbl
@@ -0,0 +1,5 @@
+0|AFRICA|lar deposits. blithely final packages cajole. regular waters are final requests. regular accounts are according to |
+1|AMERICA|hs use ironic, even requests. s|
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+3|EUROPE|ly final courts cajole furiously final excuse|
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diff --git a/algebricks/algebricks-tests/data/tpch0.001/supplier.tbl b/algebricks/algebricks-tests/data/tpch0.001/supplier.tbl
new file mode 100644
index 0000000..d9c0e9f
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/supplier.tbl
@@ -0,0 +1,10 @@
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+2|Supplier#000000002|89eJ5ksX3ImxJQBvxObC,|5|15-679-861-2259|4032.68| slyly bold instructions. idle dependen|
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+8|Supplier#000000008|9Sq4bBH2FQEmaFOocY45sRTxo6yuoG|17|27-498-742-3860|7627.85|al pinto beans. asymptotes haggl|
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diff --git a/algebricks/algebricks-tests/data/tpch0.001/tpch.ddl b/algebricks/algebricks-tests/data/tpch0.001/tpch.ddl
new file mode 100644
index 0000000..89efe56
--- /dev/null
+++ b/algebricks/algebricks-tests/data/tpch0.001/tpch.ddl
@@ -0,0 +1,70 @@
+-- Sccsid:     @(#)dss.ddl	2.1.8.1
+CREATE TABLE NATION  ( N_NATIONKEY  INTEGER NOT NULL,
+                            N_NAME       CHAR(25) NOT NULL,
+                            N_REGIONKEY  INTEGER NOT NULL,
+                            N_COMMENT    VARCHAR(152));
+
+CREATE TABLE REGION  ( R_REGIONKEY  INTEGER NOT NULL,
+                            R_NAME       CHAR(25) NOT NULL,
+                            R_COMMENT    VARCHAR(152));
+
+CREATE TABLE PART  ( P_PARTKEY     INTEGER NOT NULL,
+                          P_NAME        VARCHAR(55) NOT NULL,
+                          P_MFGR        CHAR(25) NOT NULL,
+                          P_BRAND       CHAR(10) NOT NULL,
+                          P_TYPE        VARCHAR(25) NOT NULL,
+                          P_SIZE        INTEGER NOT NULL,
+                          P_CONTAINER   CHAR(10) NOT NULL,
+                          P_RETAILPRICE DECIMAL(15,2) NOT NULL,
+                          P_COMMENT     VARCHAR(23) NOT NULL );
+
+CREATE TABLE SUPPLIER ( S_SUPPKEY     INTEGER NOT NULL,
+                             S_NAME        CHAR(25) NOT NULL,
+                             S_ADDRESS     VARCHAR(40) NOT NULL,
+                             S_NATIONKEY   INTEGER NOT NULL,
+                             S_PHONE       CHAR(15) NOT NULL,
+                             S_ACCTBAL     DECIMAL(15,2) NOT NULL,
+                             S_COMMENT     VARCHAR(101) NOT NULL);
+
+CREATE TABLE PARTSUPP ( PS_PARTKEY     INTEGER NOT NULL,
+                             PS_SUPPKEY     INTEGER NOT NULL,
+                             PS_AVAILQTY    INTEGER NOT NULL,
+                             PS_SUPPLYCOST  DECIMAL(15,2)  NOT NULL,
+                             PS_COMMENT     VARCHAR(199) NOT NULL );
+
+CREATE TABLE CUSTOMER ( C_CUSTKEY     INTEGER NOT NULL,
+                             C_NAME        VARCHAR(25) NOT NULL,
+                             C_ADDRESS     VARCHAR(40) NOT NULL,
+                             C_NATIONKEY   INTEGER NOT NULL,
+                             C_PHONE       CHAR(15) NOT NULL,
+                             C_ACCTBAL     DECIMAL(15,2)   NOT NULL,
+                             C_MKTSEGMENT  CHAR(10) NOT NULL,
+                             C_COMMENT     VARCHAR(117) NOT NULL);
+
+CREATE TABLE ORDERS  ( O_ORDERKEY       INTEGER NOT NULL,
+                           O_CUSTKEY        INTEGER NOT NULL,
+                           O_ORDERSTATUS    CHAR(1) NOT NULL,
+                           O_TOTALPRICE     DECIMAL(15,2) NOT NULL,
+                           O_ORDERDATE      DATE NOT NULL,
+                           O_ORDERPRIORITY  CHAR(15) NOT NULL,  
+                           O_CLERK          CHAR(15) NOT NULL, 
+                           O_SHIPPRIORITY   INTEGER NOT NULL,
+                           O_COMMENT        VARCHAR(79) NOT NULL);
+
+CREATE TABLE LINEITEM ( L_ORDERKEY    INTEGER NOT NULL,
+                             L_PARTKEY     INTEGER NOT NULL,
+                             L_SUPPKEY     INTEGER NOT NULL,
+                             L_LINENUMBER  INTEGER NOT NULL,
+                             L_QUANTITY    DECIMAL(15,2) NOT NULL,
+                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,
+                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,
+                             L_TAX         DECIMAL(15,2) NOT NULL,
+                             L_RETURNFLAG  CHAR(1) NOT NULL,
+                             L_LINESTATUS  CHAR(1) NOT NULL,
+                             L_SHIPDATE    DATE NOT NULL,
+                             L_COMMITDATE  DATE NOT NULL,
+                             L_RECEIPTDATE DATE NOT NULL,
+                             L_SHIPINSTRUCT CHAR(25) NOT NULL,
+                             L_SHIPMODE     CHAR(10) NOT NULL,
+                             L_COMMENT      VARCHAR(44) NOT NULL);
+
diff --git a/algebricks/algebricks-tests/pom.xml b/algebricks/algebricks-tests/pom.xml
new file mode 100644
index 0000000..b60b135
--- /dev/null
+++ b/algebricks/algebricks-tests/pom.xml
@@ -0,0 +1,132 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>algebricks-tests</artifactId>
+  <name>algebricks-tests</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>algebricks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <artifactId>maven-antrun-plugin</artifactId>
+        <executions>
+          <execution>
+            <phase>generate-sources</phase>
+            <configuration>
+              <tasks>
+                <ant antfile="build-script.xml" target="build">
+                  <property name="main.class" value="org.apache.hyracks.algebricks.tests.script.IdentityStreamingScript" />
+                  <property name="script.classpath" refid="maven.compile.classpath" />
+                  <property name="jvm.params" value="" />
+                  <property name="program.params" value="" />
+                  <property name="source" value="${basedir}/src/main/scripts/run" />
+                  <property name="target.dir" value="${basedir}/target/testscripts" />
+                  <property name="target" value="idscript" />
+                </ant>
+              </tasks>
+            </configuration>
+            <goals>
+              <goal>run</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+    <pluginManagement>
+    	<plugins>
+    		<!--This plugin's configuration is used to store Eclipse m2e settings only. It has no influence on the Maven build itself.-->
+    		<plugin>
+    			<groupId>org.eclipse.m2e</groupId>
+    			<artifactId>lifecycle-mapping</artifactId>
+    			<version>1.0.0</version>
+    			<configuration>
+    				<lifecycleMappingMetadata>
+    					<pluginExecutions>
+    						<pluginExecution>
+    							<pluginExecutionFilter>
+    								<groupId>
+    									org.apache.maven.plugins
+    								</groupId>
+    								<artifactId>
+    									maven-antrun-plugin
+    								</artifactId>
+    								<versionRange>[1.3,)</versionRange>
+    								<goals>
+    									<goal>run</goal>
+    								</goals>
+    							</pluginExecutionFilter>
+    							<action>
+    								<ignore />
+    							</action>
+    						</pluginExecution>
+    					</pluginExecutions>
+    				</lifecycleMappingMetadata>
+    			</configuration>
+    		</plugin>
+    	</plugins>
+    </pluginManagement>
+  </build>
+  <dependencies>
+    <dependency>
+      <!-- Dependency management inherited from top-level hyracks -->
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>algebricks-compiler</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-cc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-nc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-data-std</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntArrayUnnester.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntArrayUnnester.java
new file mode 100644
index 0000000..7cce35e
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntArrayUnnester.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class IntArrayUnnester implements IUnnestingEvaluatorFactory {
+
+    private int[] x;
+
+    public IntArrayUnnester(int[] x) {
+        this.x = x;
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IUnnestingEvaluator createUnnestingEvaluator(IHyracksTaskContext ctx) throws AlgebricksException {
+        final ArrayBackedValueStorage abvs = new ArrayBackedValueStorage();
+        return new IUnnestingEvaluator() {
+
+            private int pos;
+
+            @Override
+            public void init(IFrameTupleReference tuple) throws AlgebricksException {
+                pos = 0;
+            }
+
+            @Override
+            public boolean step(IPointable result) throws AlgebricksException {
+                try {
+                    if (pos < x.length) {
+                        // Writes one byte to distinguish between null
+                        // values and end of sequence.
+                        abvs.reset();
+                        abvs.getDataOutput().writeInt(x[pos]);
+                        result.set(abvs);
+                        ++pos;
+                        return true;
+                    } else {
+                        return false;
+                    }
+
+                } catch (IOException e) {
+                    throw new AlgebricksException(e);
+                }
+            }
+
+        };
+
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerAddEvalFactory.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerAddEvalFactory.java
new file mode 100644
index 0000000..f7a97f4
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerAddEvalFactory.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import java.io.IOException;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class IntegerAddEvalFactory implements IScalarEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private IScalarEvaluatorFactory evalLeftFactory;
+    private IScalarEvaluatorFactory evalRightFactory;
+
+    public IntegerAddEvalFactory(IScalarEvaluatorFactory evalLeftFactory, IScalarEvaluatorFactory evalRightFactory) {
+        this.evalLeftFactory = evalLeftFactory;
+        this.evalRightFactory = evalRightFactory;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+            private ArrayBackedValueStorage argOut = new ArrayBackedValueStorage();
+
+            private IScalarEvaluator evalLeft = evalLeftFactory.createScalarEvaluator(ctx);
+            private IScalarEvaluator evalRight = evalRightFactory.createScalarEvaluator(ctx);
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                evalLeft.evaluate(tuple, p);
+                int v1 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                evalRight.evaluate(tuple, p);
+                int v2 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                try {
+                    argOut.reset();
+                    argOut.getDataOutput().writeInt(v1 + v2);
+                    result.set(argOut);
+                } catch (IOException e) {
+                    throw new AlgebricksException(e);
+                }
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerConstantEvalFactory.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerConstantEvalFactory.java
new file mode 100644
index 0000000..fe5bbf6
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerConstantEvalFactory.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.util.ArrayBackedValueStorage;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+
+public class IntegerConstantEvalFactory implements IScalarEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int value;
+
+    public IntegerConstantEvalFactory(int value) {
+        this.value = value;
+    }
+
+    @Override
+    public String toString() {
+        return "IntConstantEvalFactory " + value;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+
+            private ArrayBackedValueStorage buf = new ArrayBackedValueStorage();
+
+            {
+                try {
+                    IntegerSerializerDeserializer.INSTANCE.serialize(value, buf.getDataOutput());
+                } catch (HyracksDataException e) {
+                    throw new AlgebricksException(e);
+                }
+            }
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                result.set(buf);
+            }
+        };
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerEqualsEvalFactory.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerEqualsEvalFactory.java
new file mode 100644
index 0000000..106f611
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerEqualsEvalFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.BooleanPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class IntegerEqualsEvalFactory implements IScalarEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private IScalarEvaluatorFactory evalFact1, evalFact2;
+
+    public IntegerEqualsEvalFactory(IScalarEvaluatorFactory evalFact1, IScalarEvaluatorFactory evalFact2) {
+        this.evalFact1 = evalFact1;
+        this.evalFact2 = evalFact2;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+            private IScalarEvaluator eval1 = evalFact1.createScalarEvaluator(ctx);
+            private IScalarEvaluator eval2 = evalFact2.createScalarEvaluator(ctx);
+            private byte[] rBytes = new byte[1];
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                eval1.evaluate(tuple, p);
+                int v1 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                eval2.evaluate(tuple, p);
+                int v2 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                BooleanPointable.setBoolean(rBytes, 0, v1 == v2);
+                result.set(rBytes, 0, 1);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerGreaterThanEvalFactory.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerGreaterThanEvalFactory.java
new file mode 100644
index 0000000..400dd23
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/pushruntime/IntegerGreaterThanEvalFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import org.apache.hyracks.algebricks.common.exceptions.AlgebricksException;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluator;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.BooleanPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public class IntegerGreaterThanEvalFactory implements IScalarEvaluatorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private IScalarEvaluatorFactory evalFact1, evalFact2;
+
+    public IntegerGreaterThanEvalFactory(IScalarEvaluatorFactory evalFact1, IScalarEvaluatorFactory evalFact2) {
+        this.evalFact1 = evalFact1;
+        this.evalFact2 = evalFact2;
+    }
+
+    @Override
+    public IScalarEvaluator createScalarEvaluator(final IHyracksTaskContext ctx) throws AlgebricksException {
+        return new IScalarEvaluator() {
+            private IPointable p = VoidPointable.FACTORY.createPointable();
+            private IScalarEvaluator eval1 = evalFact1.createScalarEvaluator(ctx);
+            private IScalarEvaluator eval2 = evalFact2.createScalarEvaluator(ctx);
+            private byte[] rBytes = new byte[1];
+
+            @Override
+            public void evaluate(IFrameTupleReference tuple, IPointable result) throws AlgebricksException {
+                eval1.evaluate(tuple, p);
+                int v1 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                eval2.evaluate(tuple, p);
+                int v2 = IntegerPointable.getInteger(p.getByteArray(), p.getStartOffset());
+                BooleanPointable.setBoolean(rBytes, 0, v1 > v2);
+                result.set(rBytes, 0, 1);
+            }
+        };
+    }
+}
diff --git a/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/script/IdentityStreamingScript.java b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/script/IdentityStreamingScript.java
new file mode 100644
index 0000000..668be8f
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/java/org/apache/hyracks/algebricks/tests/script/IdentityStreamingScript.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.script;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+
+public class IdentityStreamingScript {
+
+    public static void main(String args[]) throws IOException {
+        BufferedReader r = new BufferedReader(new InputStreamReader(System.in));
+        String s;
+        while ((s = r.readLine()) != null) {
+            System.out.println(s);
+        }
+        r.close();
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/main/scripts/run.cmd b/algebricks/algebricks-tests/src/main/scripts/run.cmd
new file mode 100644
index 0000000..b8eb4a0
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/scripts/run.cmd
@@ -0,0 +1,63 @@
+@ECHO OFF
+SETLOCAL
+
+:: Licensed to the Apache Software Foundation (ASF) under one or more
+:: contributor license agreements.  See the NOTICE file distributed with
+:: this work for additional information regarding copyright ownership.
+:: The ASF licenses this file to You under the Apache License, Version 2.0
+:: (the "License"); you may not use this file except in compliance with
+:: the License.  You may obtain a copy of the License at
+::
+::     http://www.apache.org/licenses/LICENSE-2.0
+::
+:: Unless required by applicable law or agreed to in writing, software
+:: distributed under the License is distributed on an "AS IS" BASIS,
+:: WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+:: See the License for the specific language governing permissions and
+:: limitations under the License.
+
+:: JAVA classpath
+:: Use the local variable CLASSPATH to add custom entries (e.g. JDBC drivers) to
+:: the classpath. Separate multiple paths with ":". Enclose the value
+:: in double quotes. Adding additional files or locations on separate
+:: lines makes things clearer.
+:: Note: If under running under cygwin use "/cygdrive/c/..." for "C:/..."
+:: Example:
+::
+::     Set the CLASSPATH to a jar file and a directory.  Note that
+::     "classes dir" is a directory of class files with a space in the name.
+::
+:: CLASSPATH="usr/local/Product1/lib/product.jar"
+:: CLASSPATH="${CLASSPATH}:../MyProject/classes dir"
+::
+SET CLASSPATH="@classpath@"
+
+:: JVM parameters
+:: If you want to modify the default parameters (e.g. maximum heap size -Xmx)
+:: for the Java virtual machine set the local variable JVM_PARAMETERS below
+:: Example:
+:: JVM_PARAMETERS=-Xms100M -Xmx200M
+::
+:: Below are the JVM parameters needed to do remote debugging using Intellij
+:: IDEA.  Uncomment and then do: JVM_PARAMETERS="$IDEA_REMOTE_DEBUG_PARAMS"
+:: IDEA_REMOTE_DEBUG_PARAMS="-Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_socket,server=y,suspend=n,address=5005"
+::
+:: JVM_PARAMETERS=
+
+:: ---------------------------------------------------------------------------
+:: Default configuration. Do not modify below this line.
+:: ---------------------------------------------------------------------------
+:: Application specific parameters
+
+SET MAIN_CLASS=@main.class@
+SET JVM_PARAMS=@jvm.params@
+SET PROGRAM_PARAMS=@program.params@
+
+:: Try to find java virtual machine
+IF NOT DEFINED JAVA (
+  IF NOT DEFINED JAVA_HOME SET JAVA="java.exe"
+  IF DEFINED JAVA_HOME SET JAVA="%JAVA_HOME%\bin\java.exe"
+)
+
+:: Run program
+%JAVA% %JVM_PARAMS% %JVM_PARAMETERS% -classpath %CLASSPATH% %MAIN_CLASS% %PROGRAM_PARAMS% %*
diff --git a/algebricks/algebricks-tests/src/main/scripts/run.sh b/algebricks/algebricks-tests/src/main/scripts/run.sh
new file mode 100644
index 0000000..5ef4152
--- /dev/null
+++ b/algebricks/algebricks-tests/src/main/scripts/run.sh
@@ -0,0 +1,99 @@
+#!/bin/sh
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+# JAVA classpath
+# Use the local variable CLASSPATH to add custom entries (e.g. JDBC drivers) to
+# the classpath. Separate multiple paths with ":". Enclose the value
+# in double quotes. Adding additional files or locations on separate
+# lines makes things clearer.
+# Note: If under running under cygwin use "/cygdrive/c/..." for "C:/..."
+# Example:
+#
+#     Set the CLASSPATH to a jar file and a directory.  Note that
+#     "classes dir" is a directory of class files with a space in the name.
+#
+# CLASSPATH="usr/local/Product1/lib/product.jar"
+# CLASSPATH="${CLASSPATH}:../MyProject/classes dir"
+#
+CLASSPATH="@classpath@"
+
+# JVM parameters
+# If you want to modify the default parameters (e.g. maximum heap size -Xmx)
+# for the Java virtual machine set the local variable JVM_PARAMETERS below
+# Example:
+# JVM_PARAMETERS=-Xms100M -Xmx200M
+#
+# Below are the JVM parameters needed to do remote debugging using Intellij
+# IDEA.  Uncomment and then do: JVM_PARAMETERS="$IDEA_REMOTE_DEBUG_PARAMS"
+# IDEA_REMOTE_DEBUG_PARAMS="-Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_socket,server=y,suspend=n,address=5005"
+#
+# JVM_PARAMETERS=
+
+#run with shared memory setup
+#if [ -n "${RUN_SHARED_MEM}"]; then
+#  JVM_PARAMETERS="${JVM_PARAMETERS} -Xdebug -Xnoagent -Djava.compiler=NONE -Xrunjdwp:transport=dt_shmem,server=n,address=javadebug,suspend=y"
+#fi
+
+# ---------------------------------------------------------------------------
+# Default configuration. Do not modify below this line.
+# ---------------------------------------------------------------------------
+# Application specific parameters
+
+MAIN_CLASS="@main.class@"
+JVM_PARAMS="@jvm.params@"
+PROGRAM_PARAMS="@program.params@"
+
+# Cygwin support.  $cygwin _must_ be set to either true or false.
+case "`uname`" in
+  CYGWIN*) cygwin=true ;;
+  *) cygwin=false ;;
+esac
+
+# For Cygwin, ensure paths are in UNIX format before anything is touched
+if $cygwin; then
+  [ -n "$JAVA_HOME" ] &&
+    JAVA_HOME=`cygpath --unix "$JAVA_HOME"`
+  [ -n "$CLASSPATH" ] &&
+    CLASSPATH=`cygpath --path --unix "$CLASSPATH"`
+fi
+
+# Try to find java virtual machine
+if [ -z "${JAVA}" ];  then
+  if [ -z "${JAVA_HOME}" ]; then
+    JAVA=java
+  else
+    JAVA=${JAVA_HOME}/bin/java
+  fi
+fi
+
+# Try to find directory where this script is located
+COMMAND="${PWD}/$0"
+if [ ! -f "${COMMAND}" ]; then
+	COMMAND="$0"
+fi
+BASEDIR=`expr "${COMMAND}" : '\(.*\)/\.*'`
+
+# For Cygwin, switch paths to Windows format before running java
+if $cygwin; then
+#  JAVA=`cygpath --path --windows "$JAVA"`
+  CLASSPATH=`cygpath --path --windows "$CLASSPATH"`
+fi
+
+# Run program
+${JAVA} ${JVM_PARAMS} ${JVM_PARAMETERS} -classpath "${CLASSPATH}" ${MAIN_CLASS} ${PROGRAM_PARAMS} $*
diff --git a/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/pushruntime/PushRuntimeTest.java b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/pushruntime/PushRuntimeTest.java
new file mode 100644
index 0000000..0dc1961
--- /dev/null
+++ b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/pushruntime/PushRuntimeTest.java
@@ -0,0 +1,841 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.pushruntime;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.io.IOException;
+
+import junit.framework.Assert;
+
+import org.junit.AfterClass;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import org.apache.hyracks.algebricks.data.IPrinterFactory;
+import org.apache.hyracks.algebricks.data.impl.BinaryBooleanInspectorImpl;
+import org.apache.hyracks.algebricks.data.impl.BinaryIntegerInspectorImpl;
+import org.apache.hyracks.algebricks.data.impl.IntegerPrinterFactory;
+import org.apache.hyracks.algebricks.data.impl.NoopNullWriterFactory;
+import org.apache.hyracks.algebricks.data.impl.UTF8StringPrinterFactory;
+import org.apache.hyracks.algebricks.runtime.aggregators.TupleCountAggregateFunctionFactory;
+import org.apache.hyracks.algebricks.runtime.aggregators.TupleCountRunningAggregateFunctionFactory;
+import org.apache.hyracks.algebricks.runtime.base.AlgebricksPipeline;
+import org.apache.hyracks.algebricks.runtime.base.IAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.base.IRunningAggregateEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IScalarEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.base.IUnnestingEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.evaluators.TupleFieldEvaluatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.AggregateRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.aggreg.NestedPlansAccumulatingAggregatorFactory;
+import org.apache.hyracks.algebricks.runtime.operators.group.MicroPreClusteredGroupRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import org.apache.hyracks.algebricks.runtime.operators.meta.SubplanRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.sort.InMemorySortRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.AssignRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.EmptyTupleSourceRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.NestedTupleSourceRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.PrinterRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.RunningAggregateRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.SinkWriterRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamLimitRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamProjectRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StreamSelectRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.StringStreamingRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.operators.std.UnnestRuntimeFactory;
+import org.apache.hyracks.algebricks.runtime.writers.PrinterBasedWriterFactory;
+import org.apache.hyracks.algebricks.tests.util.AlgebricksHyracksIntegrationUtil;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.FloatParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.LineFileWriteOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.SplitOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+
+public class PushRuntimeTest {
+
+    private static final String SEPARATOR = System.getProperty("file.separator");
+    private static final String PATH_ACTUAL = "rttest";
+    private static final String PATH_BASE = "src" + SEPARATOR + "test" + SEPARATOR + "resources";
+    private static final String PATH_EXPECTED = PATH_BASE + SEPARATOR + "results";
+    private static final int FRAME_SIZE = 32768;
+
+    private static final String[] DEFAULT_NODES = new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID };
+
+    @BeforeClass
+    public static void setUp() throws Exception {
+        File outdir = new File(PATH_ACTUAL);
+        outdir.mkdirs();
+        AlgebricksHyracksIntegrationUtil.init();
+    }
+
+    @AfterClass
+    public static void tearDown() throws Exception {
+        AlgebricksHyracksIntegrationUtil.deinit();
+        File outdir = new File(PATH_ACTUAL);
+        File[] files = outdir.listFiles();
+        if (files == null || files.length == 0) {
+            outdir.delete();
+        }
+    }
+
+    @Test
+    public void etsAssignPrint() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+        IntegerConstantEvalFactory const1 = new IntegerConstantEvalFactory(400);
+        IntegerConstantEvalFactory const2 = new IntegerConstantEvalFactory(3);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(new int[] { 0, 1 }, new IScalarEvaluatorFactory[] {
+                const1, const2 }, new int[] { 0, 1 });
+        RecordDescriptor assignDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        PrinterRuntimeFactory printer = new PrinterRuntimeFactory(new int[] { 0, 1 }, new IPrinterFactory[] {
+                IntegerPrinterFactory.INSTANCE, IntegerPrinterFactory.INSTANCE }, assignDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, assign, printer },
+                new RecordDescriptor[] { etsDesc, assignDesc, null });
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp, DEFAULT_NODES);
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+    }
+
+    @Test
+    public void etsAssignWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+        IntegerConstantEvalFactory const1 = new IntegerConstantEvalFactory(400);
+        IntegerConstantEvalFactory const2 = new IntegerConstantEvalFactory(3);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(new int[] { 0, 1 }, new IScalarEvaluatorFactory[] {
+                const1, const2 }, new int[] { 0, 1 });
+        RecordDescriptor assignDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsAssignWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0, 1 }, new IPrinterFactory[] {
+                IntegerPrinterFactory.INSTANCE, IntegerPrinterFactory.INSTANCE }, outFile,
+                PrinterBasedWriterFactory.INSTANCE, assignDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, assign, writer }, new RecordDescriptor[] { etsDesc, assignDesc, null });
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp, DEFAULT_NODES);
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("400; 3", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanSelectWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] intFileSplits = new FileSplit[1];
+        intFileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/simple/int-part1.tbl")));
+        IFileSplitProvider intSplitProvider = new ConstantFileSplitProvider(intFileSplits);
+        RecordDescriptor intScannerDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE };
+        FileScanOperatorDescriptor intScanner = new FileScanOperatorDescriptor(spec, intSplitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), intScannerDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, intScanner, DEFAULT_NODES);
+
+        // the algebricks op.
+        IScalarEvaluatorFactory cond = new IntegerGreaterThanEvalFactory(new IntegerConstantEvalFactory(2),
+                new TupleFieldEvaluatorFactory(0));
+        StreamSelectRuntimeFactory select = new StreamSelectRuntimeFactory(cond, new int[] { 0 },
+                BinaryBooleanInspectorImpl.FACTORY, false, -1, null);
+        RecordDescriptor selectDesc = intScannerDesc;
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "scanSelectWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                selectDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { select, writer }, new RecordDescriptor[] { selectDesc, null });
+
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, algebricksOp, 1);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), intScanner, 0, algebricksOp, 0);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("0", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void etsAssignProjectWrite() throws Exception {
+
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+        IntegerConstantEvalFactory const1 = new IntegerConstantEvalFactory(400);
+        IntegerConstantEvalFactory const2 = new IntegerConstantEvalFactory(3);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(new int[] { 0, 1 }, new IScalarEvaluatorFactory[] {
+                const1, const2 }, new int[] { 0, 1 });
+        RecordDescriptor assignDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        StreamProjectRuntimeFactory project = new StreamProjectRuntimeFactory(new int[] { 1 });
+        RecordDescriptor projectDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsAssignProjectWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                projectDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, assign, project, writer }, new RecordDescriptor[] { etsDesc,
+                        assignDesc, projectDesc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp, DEFAULT_NODES);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("3", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanLimitWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] fileSplits = new FileSplit[1];
+        fileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl")));
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), FloatSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE };
+        FileScanOperatorDescriptor scanner = new FileScanOperatorDescriptor(spec, splitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), scannerDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanner, DEFAULT_NODES);
+
+        // the algebricks op.
+        StreamLimitRuntimeFactory limit = new StreamLimitRuntimeFactory(new IntegerConstantEvalFactory(2), null,
+                new int[] { 0 }, BinaryIntegerInspectorImpl.FACTORY);
+        RecordDescriptor limitDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "scanLimitWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                limitDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { limit, writer }, new RecordDescriptor[] { limitDesc, null });
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, algebricksOp, 0);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("12", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void etsUnnestWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        IUnnestingEvaluatorFactory aggregFactory = new IntArrayUnnester(new int[] { 100, 200, 300 });
+        UnnestRuntimeFactory unnest = new UnnestRuntimeFactory(0, aggregFactory, new int[] { 0 });
+        RecordDescriptor unnestDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsUnnestWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                unnestDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, unnest, writer }, new RecordDescriptor[] { etsDesc, unnestDesc, null });
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("100200300", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanAggregateWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] fileSplits = new FileSplit[1];
+        fileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer-part1.tbl")));
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), FloatSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE };
+        FileScanOperatorDescriptor scanner = new FileScanOperatorDescriptor(spec, splitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), scannerDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanner,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the algebricks op.
+        AggregateRuntimeFactory agg = new AggregateRuntimeFactory(
+                new IAggregateEvaluatorFactory[] { new TupleCountAggregateFunctionFactory() });
+        RecordDescriptor aggDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "scanAggregateWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                aggDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { agg, writer }, new RecordDescriptor[] { aggDesc, null });
+
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, algebricksOp, 1);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, algebricksOp, 0);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("75", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanSortGbySelectWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] fileSplits = new FileSplit[1];
+        fileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl")));
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), FloatSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE };
+        FileScanOperatorDescriptor scanner = new FileScanOperatorDescriptor(spec, splitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), scannerDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanner,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the sort (by nation id)
+        RecordDescriptor sortDesc = scannerDesc;
+        InMemorySortOperatorDescriptor sort = new InMemorySortOperatorDescriptor(spec, new int[] { 3 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                sortDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sort,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the group-by
+        NestedTupleSourceRuntimeFactory nts = new NestedTupleSourceRuntimeFactory();
+        RecordDescriptor ntsDesc = sortDesc;
+        AggregateRuntimeFactory agg = new AggregateRuntimeFactory(
+                new IAggregateEvaluatorFactory[] { new TupleCountAggregateFunctionFactory() });
+        RecordDescriptor aggDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+        AlgebricksPipeline pipeline = new AlgebricksPipeline(new IPushRuntimeFactory[] { nts, agg },
+                new RecordDescriptor[] { ntsDesc, aggDesc });
+        NestedPlansAccumulatingAggregatorFactory npaaf = new NestedPlansAccumulatingAggregatorFactory(
+                new AlgebricksPipeline[] { pipeline }, new int[] { 3 }, new int[] {});
+        RecordDescriptor gbyDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor gby = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 3 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                npaaf, gbyDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, gby,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the algebricks op.
+        IScalarEvaluatorFactory cond = new IntegerEqualsEvalFactory(new IntegerConstantEvalFactory(3),
+                new TupleFieldEvaluatorFactory(0)); // Canadian customers
+        StreamSelectRuntimeFactory select = new StreamSelectRuntimeFactory(cond, new int[] { 1 },
+                BinaryBooleanInspectorImpl.FACTORY, false, -1, null);
+        RecordDescriptor selectDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "scanSortGbySelectWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                selectDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { select, writer }, new RecordDescriptor[] { selectDesc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, sort, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sort, 0, gby, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), gby, 0, algebricksOp, 0);
+        spec.addRoot(algebricksOp);
+
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("9", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void etsUnnestRunningaggregateWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        IUnnestingEvaluatorFactory aggregFactory = new IntArrayUnnester(new int[] { 100, 200, 300 });
+        UnnestRuntimeFactory unnest = new UnnestRuntimeFactory(0, aggregFactory, new int[] { 0 });
+        RecordDescriptor unnestDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        RunningAggregateRuntimeFactory ragg = new RunningAggregateRuntimeFactory(new int[] { 1 },
+                new IRunningAggregateEvaluatorFactory[] { new TupleCountRunningAggregateFunctionFactory() }, new int[] {
+                        0, 1 });
+        RecordDescriptor raggDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsUnnestRunningaggregateWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 1 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                raggDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, unnest, ragg, writer }, new RecordDescriptor[] { etsDesc, unnestDesc,
+                        raggDesc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("123", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void etsAssignScriptWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+        IntegerConstantEvalFactory const1 = new IntegerConstantEvalFactory(400);
+        IntegerConstantEvalFactory const2 = new IntegerConstantEvalFactory(3);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(new int[] { 0, 1 }, new IScalarEvaluatorFactory[] {
+                const1, const2 }, new int[] { 0, 1 });
+        RecordDescriptor assignDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        IValueParserFactory[] valueParsers = { IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE };
+
+        String osname = System.getProperty("os.name");
+        String command;
+        if (osname.equals("Linux")) {
+            command = "bash target/testscripts/idscript";
+        } else if (osname.startsWith("Windows")) {
+            command = "target\\testscripts\\idscript.cmd";
+        } else {
+            // don't know how to test
+            return;
+        }
+
+        StringStreamingRuntimeFactory script = new StringStreamingRuntimeFactory(command, new IPrinterFactory[] {
+                IntegerPrinterFactory.INSTANCE, IntegerPrinterFactory.INSTANCE }, ' ',
+                new DelimitedDataTupleParserFactory(valueParsers, ' '));
+        RecordDescriptor scriptDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsAssignScriptWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0, 1 }, new IPrinterFactory[] {
+                IntegerPrinterFactory.INSTANCE, IntegerPrinterFactory.INSTANCE }, outFile,
+                PrinterBasedWriterFactory.INSTANCE, scriptDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, assign, script, writer }, new RecordDescriptor[] { etsDesc,
+                        assignDesc, scriptDesc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("400; 3", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanSplitWrite() throws Exception {
+        final int outputArity = 2;
+
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        String inputFileName = "data/tpch0.001/customer.tbl";
+        File inputFile = new File(inputFileName);
+        File[] outputFile = new File[outputArity];
+        for (int i = 0; i < outputArity; i++) {
+            outputFile[i] = File.createTempFile("splitop", null);
+        }
+
+        FileSplit[] inputSplits = new FileSplit[] { new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID,
+                new FileReference(inputFile)) };
+
+        DelimitedDataTupleParserFactory stringParser = new DelimitedDataTupleParserFactory(
+                new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, '\u0000');
+        RecordDescriptor stringRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(), });
+
+        FileScanOperatorDescriptor scanOp = new FileScanOperatorDescriptor(spec, new ConstantFileSplitProvider(
+                inputSplits), stringParser, stringRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        SplitOperatorDescriptor splitOp = new SplitOperatorDescriptor(spec, stringRec, outputArity);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, splitOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        IOperatorDescriptor outputOp[] = new IOperatorDescriptor[outputFile.length];
+        for (int i = 0; i < outputArity; i++) {
+            outputOp[i] = new LineFileWriteOperatorDescriptor(spec, new FileSplit[] { new FileSplit(
+                    AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(outputFile[i])) });
+            PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, outputOp[i],
+                    new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+        }
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanOp, 0, splitOp, 0);
+        for (int i = 0; i < outputArity; i++) {
+            spec.connect(new OneToOneConnectorDescriptor(spec), splitOp, i, outputOp[i], 0);
+        }
+
+        for (int i = 0; i < outputArity; i++) {
+            spec.addRoot(outputOp[i]);
+        }
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        for (int i = 0; i < outputArity; i++) {
+            compareFiles(inputFileName, outputFile[i].getAbsolutePath());
+        }
+    }
+
+    @Test
+    public void scanMicroSortWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] fileSplits = new FileSplit[1];
+        fileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/tpch0.001/nation.tbl")));
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE };
+        FileScanOperatorDescriptor scanner = new FileScanOperatorDescriptor(spec, splitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), scannerDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanner,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the algebricks op.
+        InMemorySortRuntimeFactory sort = new InMemorySortRuntimeFactory(new int[] { 1 }, null,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                null);
+        RecordDescriptor sortDesc = scannerDesc;
+
+        String fileName = "scanMicroSortWrite.out";
+        String filePath = PATH_ACTUAL + SEPARATOR + fileName;
+        String resultFilePath = PATH_EXPECTED + SEPARATOR + fileName;
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0, 1, 2, 3 }, new IPrinterFactory[] {
+                IntegerPrinterFactory.INSTANCE, UTF8StringPrinterFactory.INSTANCE, IntegerPrinterFactory.INSTANCE,
+                UTF8StringPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE, sortDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { sort, writer }, new RecordDescriptor[] { sortDesc, null });
+
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, algebricksOp, 1);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, algebricksOp, 0);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        compareFiles(filePath, resultFilePath);
+        outFile.delete();
+    }
+
+    @Test
+    public void etsAssignSubplanProjectWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+        IntegerConstantEvalFactory const1 = new IntegerConstantEvalFactory(400);
+        IntegerConstantEvalFactory const2 = new IntegerConstantEvalFactory(3);
+
+        EmptyTupleSourceRuntimeFactory ets = new EmptyTupleSourceRuntimeFactory();
+        RecordDescriptor etsDesc = new RecordDescriptor(new ISerializerDeserializer[] {});
+
+        AssignRuntimeFactory assign1 = new AssignRuntimeFactory(new int[] { 0 },
+                new IScalarEvaluatorFactory[] { const1 }, new int[] { 0 });
+        RecordDescriptor assign1Desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        NestedTupleSourceRuntimeFactory nts = new NestedTupleSourceRuntimeFactory();
+
+        AssignRuntimeFactory assign2 = new AssignRuntimeFactory(new int[] { 1 },
+                new IScalarEvaluatorFactory[] { new IntegerAddEvalFactory(new TupleFieldEvaluatorFactory(0), const2) },
+                new int[] { 0, 1 });
+        RecordDescriptor assign2Desc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        StreamProjectRuntimeFactory project1 = new StreamProjectRuntimeFactory(new int[] { 1 });
+        RecordDescriptor project1Desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        AlgebricksPipeline pipeline = new AlgebricksPipeline(new IPushRuntimeFactory[] { nts, assign2, project1 },
+                new RecordDescriptor[] { assign1Desc, assign2Desc, project1Desc });
+
+        SubplanRuntimeFactory subplan = new SubplanRuntimeFactory(pipeline,
+                new INullWriterFactory[] { NoopNullWriterFactory.INSTANCE }, assign1Desc, null);
+
+        RecordDescriptor subplanDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        StreamProjectRuntimeFactory project2 = new StreamProjectRuntimeFactory(new int[] { 1 });
+        RecordDescriptor project2Desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "etsAssignSubplanProjectWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                project2Desc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 0, 0,
+                new IPushRuntimeFactory[] { ets, assign1, subplan, project2, writer }, new RecordDescriptor[] {
+                        etsDesc, assign1Desc, subplanDesc, project2Desc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp, DEFAULT_NODES);
+
+        spec.addRoot(algebricksOp);
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("403", buf.toString());
+        outFile.delete();
+    }
+
+    @Test
+    public void scanMicroSortGbySelectWrite() throws Exception {
+        JobSpecification spec = new JobSpecification(FRAME_SIZE);
+
+        // the scanner
+        FileSplit[] fileSplits = new FileSplit[1];
+        fileSplits[0] = new FileSplit(AlgebricksHyracksIntegrationUtil.NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl")));
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), FloatSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+        IValueParserFactory[] valueParsers = new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                UTF8StringParserFactory.INSTANCE };
+        FileScanOperatorDescriptor scanner = new FileScanOperatorDescriptor(spec, splitProvider,
+                new DelimitedDataTupleParserFactory(valueParsers, '|'), scannerDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanner,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        // the sort (by nation id)
+        RecordDescriptor sortDesc = scannerDesc;
+        InMemorySortRuntimeFactory sort = new InMemorySortRuntimeFactory(new int[] { 3 }, null,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, null);
+
+        // the group-by
+        NestedTupleSourceRuntimeFactory nts = new NestedTupleSourceRuntimeFactory();
+        RecordDescriptor ntsDesc = sortDesc;
+        AggregateRuntimeFactory agg = new AggregateRuntimeFactory(
+                new IAggregateEvaluatorFactory[] { new TupleCountAggregateFunctionFactory() });
+        RecordDescriptor aggDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+        AlgebricksPipeline pipeline = new AlgebricksPipeline(new IPushRuntimeFactory[] { nts, agg },
+                new RecordDescriptor[] { ntsDesc, aggDesc });
+        NestedPlansAccumulatingAggregatorFactory npaaf = new NestedPlansAccumulatingAggregatorFactory(
+                new AlgebricksPipeline[] { pipeline }, new int[] { 3 }, new int[] {});
+        RecordDescriptor gbyDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        MicroPreClusteredGroupRuntimeFactory gby = new MicroPreClusteredGroupRuntimeFactory(new int[] { 3 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                npaaf, sortDesc, gbyDesc, null);
+
+        // the algebricks op.
+        IScalarEvaluatorFactory cond = new IntegerEqualsEvalFactory(new IntegerConstantEvalFactory(3),
+                new TupleFieldEvaluatorFactory(0)); // Canadian customers
+        StreamSelectRuntimeFactory select = new StreamSelectRuntimeFactory(cond, new int[] { 1 },
+                BinaryBooleanInspectorImpl.FACTORY, false, -1, null);
+        RecordDescriptor selectDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE });
+
+        String filePath = PATH_ACTUAL + SEPARATOR + "scanSortGbySelectWrite.out";
+        File outFile = new File(filePath);
+        SinkWriterRuntimeFactory writer = new SinkWriterRuntimeFactory(new int[] { 0 },
+                new IPrinterFactory[] { IntegerPrinterFactory.INSTANCE }, outFile, PrinterBasedWriterFactory.INSTANCE,
+                selectDesc);
+
+        AlgebricksMetaOperatorDescriptor algebricksOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 0,
+                new IPushRuntimeFactory[] { sort, gby, select, writer }, new RecordDescriptor[] { sortDesc, gbyDesc,
+                        selectDesc, null });
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, algebricksOp,
+                new String[] { AlgebricksHyracksIntegrationUtil.NC1_ID });
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanner, 0, algebricksOp, 0);
+        spec.addRoot(algebricksOp);
+
+        AlgebricksHyracksIntegrationUtil.runJob(spec);
+        StringBuilder buf = new StringBuilder();
+        readFileToString(outFile, buf);
+        Assert.assertEquals("9", buf.toString());
+        outFile.delete();
+    }
+
+    private static void readFileToString(File file, StringBuilder buf) throws Exception {
+        BufferedReader result = new BufferedReader(new FileReader(file));
+        boolean first = true;
+        while (true) {
+            String s = result.readLine();
+            if (s == null) {
+                break;
+            } else {
+                if (!first) {
+                    first = false;
+                    buf.append('\n');
+                }
+                buf.append(s);
+            }
+        }
+        result.close();
+    }
+
+    public void compareFiles(String fileNameA, String fileNameB) throws IOException {
+        BufferedReader fileA = new BufferedReader(new FileReader(fileNameA));
+        BufferedReader fileB = new BufferedReader(new FileReader(fileNameB));
+
+        String lineA, lineB;
+        while ((lineA = fileA.readLine()) != null) {
+            lineB = fileB.readLine();
+            Assert.assertEquals(lineA, lineB);
+        }
+        Assert.assertNull(fileB.readLine());
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/tools/WriteValueTest.java b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/tools/WriteValueTest.java
new file mode 100644
index 0000000..6770494
--- /dev/null
+++ b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/tools/WriteValueTest.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.tools;
+
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+
+import org.junit.Test;
+
+import org.apache.hyracks.algebricks.data.utils.WriteValueTools;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+
+public class WriteValueTest {
+
+    private ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
+
+    @Test
+    public void writeIntegers() throws Exception {
+        writeIntTest(6);
+        writeIntTest(1234);
+        writeIntTest(-1234);
+        writeIntTest(Integer.MAX_VALUE);
+        writeIntTest(Integer.MAX_VALUE - 1);
+        writeIntTest(Integer.MIN_VALUE);
+        writeIntTest(Integer.MIN_VALUE + 1);
+    }
+
+    @Test
+    public void writeLongs() throws Exception {
+        writeLongTest(Integer.MAX_VALUE);
+        writeLongTest(Integer.MAX_VALUE - 1);
+        writeLongTest(Integer.MIN_VALUE);
+        writeLongTest(Integer.MIN_VALUE + 1);
+        writeLongTest(0L);
+        writeLongTest(1234567890L);
+        writeLongTest(-1234567890L);
+    }
+
+    @Test
+    public void writeUTF8Strings() throws Exception {
+        ByteArrayAccessibleOutputStream interm = new ByteArrayAccessibleOutputStream();
+        DataOutput dout = new DataOutputStream(interm);
+        writeUTF8Test("abcdefABCDEF", dout, interm);
+        writeUTF8Test("šťžľčěďňřůĺ", dout, interm);
+        writeUTF8Test("ĂăŞşŢţ", dout, interm);
+    }
+
+    private void writeIntTest(int i) throws Exception {
+        baaos.reset();
+        WriteValueTools.writeInt(i, baaos);
+        byte[] goal = Integer.toString(i).getBytes();
+        if (baaos.size() != goal.length) {
+            throw new Exception("Expecting to write " + i + " in " + goal.length + " bytes, but found " + baaos.size()
+                    + " bytes.");
+        }
+        for (int k = 0; k < goal.length; k++) {
+            if (goal[k] != baaos.getByteArray()[k]) {
+                throw new Exception("Expecting to write " + i + " as " + goal + ", but found " + baaos.getByteArray()
+                        + " instead.");
+            }
+        }
+    }
+
+    private void writeLongTest(long x) throws Exception {
+        baaos.reset();
+        WriteValueTools.writeLong(x, baaos);
+        byte[] goal = Long.toString(x).getBytes();
+        if (baaos.size() != goal.length) {
+            throw new Exception("Expecting to write " + x + " in " + goal.length + " bytes, but found " + baaos.size()
+                    + " bytes.");
+        }
+        for (int k = 0; k < goal.length; k++) {
+            if (goal[k] != baaos.getByteArray()[k]) {
+                throw new Exception("Expecting to write " + x + " as " + goal + ", but found " + baaos.getByteArray()
+                        + " instead.");
+            }
+        }
+    }
+
+    private void writeUTF8Test(String str, DataOutput dout, ByteArrayAccessibleOutputStream interm) throws Exception {
+        interm.reset();
+        dout.writeUTF(str);
+        baaos.reset();
+        WriteValueTools.writeUTF8StringWithQuotes(str, baaos);
+        byte[] b = str.getBytes("UTF-8");
+        if (baaos.size() != b.length + 2) {
+            throw new Exception("Expecting to write " + b + " in " + b.length + " bytes, but found " + baaos.size()
+                    + " bytes.");
+        }
+        if (baaos.getByteArray()[0] != '\"' || baaos.getByteArray()[baaos.size() - 1] != '\"') {
+            throw new Exception("Missing quotes.");
+        }
+        for (int k = 0; k < b.length; k++) {
+            if (b[k] != baaos.getByteArray()[k + 1]) {
+                throw new Exception("Expecting to write " + b + ", but found " + baaos.getByteArray() + " instead.");
+            }
+        }
+    }
+}
diff --git a/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java
new file mode 100644
index 0000000..17e1589
--- /dev/null
+++ b/algebricks/algebricks-tests/src/test/java/org/apache/hyracks/algebricks/tests/util/AlgebricksHyracksIntegrationUtil.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.algebricks.tests.util;
+
+import java.util.EnumSet;
+
+import org.apache.hyracks.algebricks.core.config.AlgebricksConfig;
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class AlgebricksHyracksIntegrationUtil {
+
+    public static final String NC1_ID = "nc1";
+    public static final String NC2_ID = "nc2";
+
+    public static final int TEST_HYRACKS_CC_CLUSTER_NET_PORT = 4322;
+    public static final int TEST_HYRACKS_CC_CLIENT_NET_PORT = 4321;
+
+    private static ClusterControllerService cc;
+    private static NodeControllerService nc1;
+    private static NodeControllerService nc2;
+    private static IHyracksClientConnection hcc;
+
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = "127.0.0.1";
+        ccConfig.clientNetPort = TEST_HYRACKS_CC_CLIENT_NET_PORT;
+        ccConfig.clusterNetIpAddress = "127.0.0.1";
+        ccConfig.clusterNetPort = TEST_HYRACKS_CC_CLUSTER_NET_PORT;
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        NCConfig ncConfig1 = new NCConfig();
+        ncConfig1.ccHost = "localhost";
+        ncConfig1.ccPort = TEST_HYRACKS_CC_CLUSTER_NET_PORT;
+        ncConfig1.clusterNetIPAddress = "127.0.0.1";
+        ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.resultIPAddress = "127.0.0.1";
+        ncConfig1.nodeId = NC1_ID;
+        nc1 = new NodeControllerService(ncConfig1);
+        nc1.start();
+
+        NCConfig ncConfig2 = new NCConfig();
+        ncConfig2.ccHost = "localhost";
+        ncConfig2.ccPort = TEST_HYRACKS_CC_CLUSTER_NET_PORT;
+        ncConfig2.clusterNetIPAddress = "127.0.0.1";
+        ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.resultIPAddress = "127.0.0.1";
+        ncConfig2.nodeId = NC2_ID;
+        nc2 = new NodeControllerService(ncConfig2);
+        nc2.start();
+
+        hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
+    }
+
+    public static void deinit() throws Exception {
+        nc2.stop();
+        nc1.stop();
+        cc.stop();
+    }
+
+    public static void runJob(JobSpecification spec) throws Exception {
+        AlgebricksConfig.ALGEBRICKS_LOGGER.info(spec.toJSON().toString());
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        AlgebricksConfig.ALGEBRICKS_LOGGER.info(jobId.toString());
+        hcc.waitForCompletion(jobId);
+    }
+
+}
diff --git a/algebricks/algebricks-tests/src/test/resources/results/scanMicroSortWrite.out b/algebricks/algebricks-tests/src/test/resources/results/scanMicroSortWrite.out
new file mode 100644
index 0000000..1c0fd6a
--- /dev/null
+++ b/algebricks/algebricks-tests/src/test/resources/results/scanMicroSortWrite.out
@@ -0,0 +1,25 @@
+0; "ALGERIA"; 0; " haggle. carefully final deposits detect slyly agai"
+1; "ARGENTINA"; 1; "al foxes promise slyly according to the regular accounts. bold requests alon"
+2; "BRAZIL"; 1; "y alongside of the pending deposits. carefully special packages are about the ironic forges. slyly special "
+3; "CANADA"; 1; "eas hang ironic, silent packages. slyly regular packages are furiously over the tithes. fluffily bold"
+18; "CHINA"; 2; "c dependencies. furiously express notornis sleep slyly regular accounts. ideas sleep. depos"
+4; "EGYPT"; 4; "y above the carefully unusual theodolites. final dugouts are quickly across the furiously regular d"
+5; "ETHIOPIA"; 0; "ven packages wake quickly. regu"
+6; "FRANCE"; 3; "refully final requests. regular, ironi"
+7; "GERMANY"; 3; "l platelets. regular accounts x-ray: unusual, regular acco"
+8; "INDIA"; 2; "ss excuses cajole slyly across the packages. deposits print aroun"
+9; "INDONESIA"; 2; " slyly express asymptotes. regular deposits haggle slyly. carefully ironic hockey players sleep blithely. carefull"
+10; "IRAN"; 4; "efully alongside of the slyly final dependencies. "
+11; "IRAQ"; 4; "nic deposits boost atop the quickly final requests? quickly regula"
+12; "JAPAN"; 2; "ously. final, express gifts cajole a"
+13; "JORDAN"; 4; "ic deposits are blithely about the carefully regular pa"
+14; "KENYA"; 0; " pending excuses haggle furiously deposits. pending, express pinto beans wake fluffily past t"
+15; "MOROCCO"; 0; "rns. blithely bold courts among the closely regular packages use furiously bold platelets?"
+16; "MOZAMBIQUE"; 0; "s. ironic, unusual asymptotes wake blithely r"
+17; "PERU"; 1; "platelets. blithely pending dependencies use fluffily across the even pinto beans. carefully silent accoun"
+19; "ROMANIA"; 3; "ular asymptotes are about the furious multipliers. express dependencies nag above the ironically ironic account"
+22; "RUSSIA"; 3; " requests against the platelets use never according to the quickly regular pint"
+20; "SAUDI ARABIA"; 4; "ts. silent requests haggle. closely express packages sleep across the blithely"
+23; "UNITED KINGDOM"; 3; "eans boost carefully special requests. accounts are. carefull"
+24; "UNITED STATES"; 1; "y final packages. slow foxes cajole quickly. quickly silent platelets breach ironic accounts. unusual pinto be"
+21; "VIETNAM"; 2; "hely enticingly express accounts. even, final "
diff --git a/algebricks/pom.xml b/algebricks/pom.xml
new file mode 100644
index 0000000..41469a8
--- /dev/null
+++ b/algebricks/pom.xml
@@ -0,0 +1,70 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks</groupId>
+  <artifactId>algebricks</artifactId>
+  <version>0.2.18-SNAPSHOT</version>
+  <packaging>pom</packaging>
+  <name>algebricks</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>apache-asterixdb-hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.rat</groupId>
+        <artifactId>apache-rat-plugin</artifactId>
+        <version>0.11</version>
+        <configuration>
+          <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/..</root.dir>
+  </properties>
+
+  <modules>
+    <module>algebricks-compiler</module>
+    <module>algebricks-common</module>
+    <module>algebricks-data</module>
+    <module>algebricks-core</module>
+    <module>algebricks-runtime</module>
+    <module>algebricks-rewriter</module>
+    <module>algebricks-tests</module>
+    <module>algebricks-examples</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-api/pom.xml b/hyracks/hyracks-api/pom.xml
new file mode 100644
index 0000000..6b8c56b
--- /dev/null
+++ b/hyracks/hyracks-api/pom.xml
@@ -0,0 +1,76 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-api</artifactId>
+  <name>hyracks-api</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.json</groupId>
+  		<artifactId>json</artifactId>
+  		<version>20090211</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.httpcomponents</groupId>
+  		<artifactId>httpclient</artifactId>
+  		<version>4.3</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>args4j</groupId>
+  		<artifactId>args4j</artifactId>
+  		<version>2.0.12</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-ipc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.commons</groupId>
+  		<artifactId>commons-lang3</artifactId>
+  		<version>3.1</version>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IApplicationContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IApplicationContext.java
new file mode 100644
index 0000000..6c79abd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IApplicationContext.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+import java.io.Serializable;
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.job.IJobSerializerDeserializerContainer;
+import org.apache.hyracks.api.messages.IMessageBroker;
+import org.apache.hyracks.api.service.IControllerService;
+
+/**
+ * Base class of the {@link ICCApplicationContext} and the {@link INCApplicationContext}.
+ *
+ * @author vinayakb
+ */
+public interface IApplicationContext {
+    /**
+     * Gets the distributed state that is made available to all the Application
+     * Contexts of this application in the cluster.
+     *
+     * @return
+     */
+    public Serializable getDistributedState();
+
+    public void setMessageBroker(IMessageBroker messageBroker);
+
+    public IMessageBroker getMessageBroker();
+
+    public IJobSerializerDeserializerContainer getJobSerializerDeserializerContainer();
+
+    public ThreadFactory getThreadFactory();
+
+    public void setThreadFactory(ThreadFactory threadFactory);
+
+    /**
+     * @return The controller service which the application context belongs to.
+     */
+    public IControllerService getControllerService();
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationContext.java
new file mode 100644
index 0000000..8b83d83
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationContext.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.ICCContext;
+import org.apache.hyracks.api.job.IJobLifecycleListener;
+
+/**
+ * Application Context at the Cluster Controller for an application.
+ *
+ * @author vinayakb
+ */
+public interface ICCApplicationContext extends IApplicationContext {
+    /**
+     * Sets the state that must be distributed by the infrastructure to all the
+     * NC application contexts. Any state set by calling this method in the {@link ICCApplicationEntryPoint#start(ICCApplicationContext, String[])} call is made available to all the {@link INCApplicationContext} objects
+     * at each Node Controller. The state is then available to be inspected by
+     * the application at the NC during or after the {@link INCBootstrap#start()} call.
+     *
+     * @param state
+     *            The distributed state
+     */
+    public void setDistributedState(Serializable state);
+
+    /**
+     * A listener that listens to Job Lifecycle events at the Cluster
+     * Controller.
+     *
+     * @param jobLifecycleListener
+     */
+    public void addJobLifecycleListener(IJobLifecycleListener jobLifecycleListener);
+
+    /**
+     * A listener that listens to Cluster Lifecycle events at the Cluster
+     * Controller.
+     *
+     * @param jobLifecycleListener
+     */
+    public void addClusterLifecycleListener(IClusterLifecycleListener clusterLifecycleListener);
+
+    /**
+     * Get the Cluster Controller Context.
+     *
+     * @return The Cluster Controller Context.
+     */
+    public ICCContext getCCContext();
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationEntryPoint.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationEntryPoint.java
new file mode 100644
index 0000000..9f7f222
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/ICCApplicationEntryPoint.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+public interface ICCApplicationEntryPoint {
+    public void start(ICCApplicationContext ccAppCtx, String[] args) throws Exception;
+
+    public void stop() throws Exception;
+
+    void startupCompleted() throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IClusterLifecycleListener.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IClusterLifecycleListener.java
new file mode 100644
index 0000000..733382b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IClusterLifecycleListener.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+import java.util.Map;
+import java.util.Set;
+
+/**
+ * A listener interface for providing notification call backs to events such as a Node Controller joining/leaving the cluster.
+ */
+public interface IClusterLifecycleListener {
+
+    public enum ClusterEventType {
+        NODE_JOIN,
+        NODE_FAILURE,
+        NODE_SHUTTING_DOWN //node shutting down gracefully
+    }
+
+    /**
+     * @param nodeId
+     *            A unique identifier of a Node Controller
+     * @param ncConfig
+     *            A map containing the set of configuration parameters that were used to start the Node Controller
+     */
+    public void notifyNodeJoin(String nodeId, Map<String, String> ncConfiguration);
+
+    /**
+     * @param deadNodeIds
+     *            A set of Node Controller Ids that have left the cluster. The set is not cumulative.
+     */
+    public void notifyNodeFailure(Set<String> deadNodeIds);
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationContext.java
new file mode 100644
index 0000000..77934c6
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationContext.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponentManager;
+import org.apache.hyracks.api.resources.memory.IMemoryManager;
+
+/**
+ * Application Context at the Node Controller for an application.
+ *
+ * @author vinayakb
+ */
+public interface INCApplicationContext extends IApplicationContext {
+    /**
+     * Gets the life cycle component manager of the Node Controller.
+     *
+     * @return
+     */
+    public ILifeCycleComponentManager getLifeCycleComponentManager();
+
+    /**
+     * Gets the node Id of the Node Controller.
+     *
+     * @return the Node Id.
+     */
+    public String getNodeId();
+
+    /**
+     * Get the Hyracks Root Context.
+     *
+     * @return The Hyracks Root Context
+     */
+    public IHyracksRootContext getRootContext();
+
+    /**
+     * Set an object that can be later retrieved by the {@link #getApplicationObject()} call.
+     *
+     * @param object
+     *            Application Object
+     */
+    public void setApplicationObject(Object object);
+
+    /**
+     * Get the application object previously set by the {@link #setApplicationObject(Object)} call.
+     *
+     * @return Application Object
+     */
+    public Object getApplicationObject();
+
+    /**
+     * Get the memory manager at the node.
+     *
+     * @return Memory Manager
+     */
+    public IMemoryManager getMemoryManager();
+
+    /**
+     * Set the handler for state dumps.
+     *
+     * @param handler
+     */
+    public void setStateDumpHandler(IStateDumpHandler handler);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationEntryPoint.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationEntryPoint.java
new file mode 100644
index 0000000..ea850c5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/INCApplicationEntryPoint.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+public interface INCApplicationEntryPoint {
+    public void start(INCApplicationContext ncAppCtx, String[] args) throws Exception;
+
+    public void notifyStartupComplete() throws Exception;
+
+    public void stop() throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IStateDumpHandler.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IStateDumpHandler.java
new file mode 100644
index 0000000..9c5e0d2
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/application/IStateDumpHandler.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.application;
+
+import java.io.IOException;
+import java.io.OutputStream;
+
+public interface IStateDumpHandler {
+    public void dumpState(OutputStream os) throws IOException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannel.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannel.java
new file mode 100644
index 0000000..4deba7b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannel.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.channels;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IInputChannel {
+    public void registerMonitor(IInputChannelMonitor monitor);
+
+    public void setAttachment(Object attachment);
+
+    public Object getAttachment();
+
+    public ByteBuffer getNextBuffer();
+
+    public void recycleBuffer(ByteBuffer buffer);
+
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException;
+
+    public void close() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannelMonitor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannelMonitor.java
new file mode 100644
index 0000000..52509d3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/channels/IInputChannelMonitor.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.channels;
+
+public interface IInputChannelMonitor {
+    public void notifyFailure(IInputChannel channel);
+
+    public void notifyDataAvailability(IInputChannel channel, int nFrames);
+
+    public void notifyEndOfStream(IInputChannel channel);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/ClusterControllerInfo.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/ClusterControllerInfo.java
new file mode 100644
index 0000000..3d69ddb
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/ClusterControllerInfo.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.io.Serializable;
+
+public class ClusterControllerInfo implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final String clientNetAddress;
+
+    private final int clientNetPort;
+
+    private final int webPort;
+
+    public ClusterControllerInfo(String clientNetAddress, int clientNetPort, int webPort) {
+        this.clientNetAddress = clientNetAddress;
+        this.clientNetPort = clientNetPort;
+        this.webPort = webPort;
+    }
+
+    public int getWebPort() {
+        return webPort;
+    }
+
+    public String getClientNetAddress() {
+        return clientNetAddress;
+    }
+
+    public int getClientNetPort() {
+        return clientNetPort;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceFunctions.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceFunctions.java
new file mode 100644
index 0000000..bf36183
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceFunctions.java
@@ -0,0 +1,297 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.io.Serializable;
+import java.net.URL;
+import java.util.EnumSet;
+import java.util.List;
+
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+
+public class HyracksClientInterfaceFunctions {
+    public enum FunctionId {
+        GET_CLUSTER_CONTROLLER_INFO,
+        GET_CLUSTER_TOPOLOGY,
+        CREATE_JOB,
+        GET_JOB_STATUS,
+        GET_JOB_INFO,
+        START_JOB,
+        GET_DATASET_DIRECTORY_SERIVICE_INFO,
+        GET_DATASET_RESULT_STATUS,
+        GET_DATASET_RECORD_DESCRIPTOR,
+        GET_DATASET_RESULT_LOCATIONS,
+        WAIT_FOR_COMPLETION,
+        GET_NODE_CONTROLLERS_INFO,
+        CLI_DEPLOY_BINARY,
+        CLI_UNDEPLOY_BINARY,
+        CLUSTER_SHUTDOWN
+    }
+
+    public abstract static class Function implements Serializable {
+        private static final long serialVersionUID = 1L;
+
+        public abstract FunctionId getFunctionId();
+    }
+
+    public static class GetClusterControllerInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_CLUSTER_CONTROLLER_INFO;
+        }
+    }
+
+    public static class GetJobStatusFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        public GetJobStatusFunction(JobId jobId) {
+            this.jobId = jobId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_JOB_STATUS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+    }
+
+    public static class GetJobInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        public GetJobInfoFunction(JobId jobId) {
+            this.jobId = jobId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_JOB_INFO;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+    }
+
+    public static class StartJobFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final byte[] acggfBytes;
+        private final EnumSet<JobFlag> jobFlags;
+        private final DeploymentId deploymentId;
+
+        public StartJobFunction(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) {
+            this.acggfBytes = acggfBytes;
+            this.jobFlags = jobFlags;
+            this.deploymentId = null;
+        }
+
+        public StartJobFunction(DeploymentId deploymentId, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) {
+            this.acggfBytes = acggfBytes;
+            this.jobFlags = jobFlags;
+            this.deploymentId = deploymentId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.START_JOB;
+        }
+
+        public byte[] getACGGFBytes() {
+            return acggfBytes;
+        }
+
+        public EnumSet<JobFlag> getJobFlags() {
+            return jobFlags;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+    }
+
+    public static class GetDatasetDirectoryServiceInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_DIRECTORY_SERIVICE_INFO;
+        }
+    }
+
+    public static class GetDatasetResultStatusFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        public GetDatasetResultStatusFunction(JobId jobId, ResultSetId rsId) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_RESULT_STATUS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+    }
+
+    public static class GetDatasetResultLocationsFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final DatasetDirectoryRecord[] knownRecords;
+
+        public GetDatasetResultLocationsFunction(JobId jobId, ResultSetId rsId, DatasetDirectoryRecord[] knownRecords) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.knownRecords = knownRecords;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_DATASET_RESULT_LOCATIONS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public DatasetDirectoryRecord[] getKnownRecords() {
+            return knownRecords;
+        }
+    }
+
+    public static class WaitForCompletionFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        public WaitForCompletionFunction(JobId jobId) {
+            this.jobId = jobId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.WAIT_FOR_COMPLETION;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+    }
+
+    public static class GetNodeControllersInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_NODE_CONTROLLERS_INFO;
+        }
+    }
+
+    public static class GetClusterTopologyFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_CLUSTER_TOPOLOGY;
+        }
+    }
+
+    public static class CliDeployBinaryFunction extends Function {
+        private static final long serialVersionUID = 1L;
+        private final List<URL> binaryURLs;
+        private final DeploymentId deploymentId;
+
+        public CliDeployBinaryFunction(List<URL> binaryURLs, DeploymentId deploymentId) {
+            this.binaryURLs = binaryURLs;
+            this.deploymentId = deploymentId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.CLI_DEPLOY_BINARY;
+        }
+
+        public List<URL> getBinaryURLs() {
+            return binaryURLs;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+    }
+
+    public static class CliUnDeployBinaryFunction extends Function {
+        private static final long serialVersionUID = 1L;
+        private final DeploymentId deploymentId;
+
+        public CliUnDeployBinaryFunction(DeploymentId deploymentId) {
+            this.deploymentId = deploymentId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.CLI_UNDEPLOY_BINARY;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+    }
+
+    public static class ClusterShutdownFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.CLUSTER_SHUTDOWN;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java
new file mode 100644
index 0000000..25b5a0f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksClientInterfaceRemoteProxy.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.net.URL;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.RPCInterface;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class HyracksClientInterfaceRemoteProxy implements IHyracksClientInterface {
+    private final IIPCHandle ipcHandle;
+
+    private final RPCInterface rpci;
+
+    public HyracksClientInterfaceRemoteProxy(IIPCHandle ipcHandle, RPCInterface rpci) {
+        this.ipcHandle = ipcHandle;
+        this.rpci = rpci;
+    }
+
+    @Override
+    public ClusterControllerInfo getClusterControllerInfo() throws Exception {
+        HyracksClientInterfaceFunctions.GetClusterControllerInfoFunction gccif = new HyracksClientInterfaceFunctions.GetClusterControllerInfoFunction();
+        return (ClusterControllerInfo) rpci.call(ipcHandle, gccif);
+    }
+
+    @Override
+    public JobStatus getJobStatus(JobId jobId) throws Exception {
+        HyracksClientInterfaceFunctions.GetJobStatusFunction gjsf = new HyracksClientInterfaceFunctions.GetJobStatusFunction(
+                jobId);
+        return (JobStatus) rpci.call(ipcHandle, gjsf);
+    }
+
+    @Override
+    public JobId startJob(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception {
+        HyracksClientInterfaceFunctions.StartJobFunction sjf = new HyracksClientInterfaceFunctions.StartJobFunction(
+                acggfBytes, jobFlags);
+        return (JobId) rpci.call(ipcHandle, sjf);
+    }
+
+    @Override
+    public JobId startJob(DeploymentId deploymentId, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception {
+        HyracksClientInterfaceFunctions.StartJobFunction sjf = new HyracksClientInterfaceFunctions.StartJobFunction(
+                deploymentId, acggfBytes, jobFlags);
+        return (JobId) rpci.call(ipcHandle, sjf);
+    }
+
+    @Override
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetDirectoryServiceInfoFunction gddsf = new HyracksClientInterfaceFunctions.GetDatasetDirectoryServiceInfoFunction();
+        return (NetworkAddress) rpci.call(ipcHandle, gddsf);
+    }
+
+    @Override
+    public void waitForCompletion(JobId jobId) throws Exception {
+        HyracksClientInterfaceFunctions.WaitForCompletionFunction wfcf = new HyracksClientInterfaceFunctions.WaitForCompletionFunction(
+                jobId);
+        rpci.call(ipcHandle, wfcf);
+    }
+
+    @Override
+    public Map<String, NodeControllerInfo> getNodeControllersInfo() throws Exception {
+        HyracksClientInterfaceFunctions.GetNodeControllersInfoFunction gncif = new HyracksClientInterfaceFunctions.GetNodeControllersInfoFunction();
+        return (Map<String, NodeControllerInfo>) rpci.call(ipcHandle, gncif);
+    }
+
+    @Override
+    public ClusterTopology getClusterTopology() throws Exception {
+        HyracksClientInterfaceFunctions.GetClusterTopologyFunction gctf = new HyracksClientInterfaceFunctions.GetClusterTopologyFunction();
+        return (ClusterTopology) rpci.call(ipcHandle, gctf);
+    }
+
+    @Override
+    public void deployBinary(List<URL> binaryURLs, DeploymentId deploymentId) throws Exception {
+        HyracksClientInterfaceFunctions.CliDeployBinaryFunction dbf = new HyracksClientInterfaceFunctions.CliDeployBinaryFunction(
+                binaryURLs, deploymentId);
+        rpci.call(ipcHandle, dbf);
+    }
+
+    @Override
+    public void unDeployBinary(DeploymentId deploymentId) throws Exception {
+        HyracksClientInterfaceFunctions.CliUnDeployBinaryFunction dbf = new HyracksClientInterfaceFunctions.CliUnDeployBinaryFunction(
+                deploymentId);
+        rpci.call(ipcHandle, dbf);
+    }
+
+    @Override
+    public JobInfo getJobInfo(JobId jobId) throws Exception {
+        HyracksClientInterfaceFunctions.GetJobInfoFunction gjsf = new HyracksClientInterfaceFunctions.GetJobInfoFunction(
+                jobId);
+        return (JobInfo) rpci.call(ipcHandle, gjsf);
+    }
+
+    @Override
+    public void stopCluster() throws Exception {
+        HyracksClientInterfaceFunctions.ClusterShutdownFunction csdf = new HyracksClientInterfaceFunctions.ClusterShutdownFunction();
+        rpci.call(ipcHandle, csdf);
+        //give the CC some time to do final settling after it returns our request
+        for (int i = 3; ipcHandle.isConnected() && i > 0; i--) {
+            synchronized (this) {
+                wait(3000l); //3sec
+            }
+        }
+        if (ipcHandle.isConnected()) {
+            throw new IPCException("CC refused to release connection after 9 seconds");
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksConnection.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksConnection.java
new file mode 100644
index 0000000..b57442d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/HyracksConnection.java
@@ -0,0 +1,193 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.io.File;
+import java.net.InetSocketAddress;
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+import java.util.UUID;
+
+import org.apache.http.HttpResponse;
+import org.apache.http.client.HttpClient;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.entity.FileEntity;
+import org.apache.http.impl.client.DefaultHttpClient;
+
+import org.apache.hyracks.api.client.impl.JobSpecificationActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.RPCInterface;
+import org.apache.hyracks.ipc.impl.IPCSystem;
+import org.apache.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+
+/**
+ * Connection Class used by a Hyracks Client to interact with a Hyracks Cluster
+ * Controller.
+ *
+ * @author vinayakb
+ */
+public final class HyracksConnection implements IHyracksClientConnection {
+    private final String ccHost;
+
+    private final IPCSystem ipc;
+
+    private final IHyracksClientInterface hci;
+
+    private final ClusterControllerInfo ccInfo;
+
+    /**
+     * Constructor to create a connection to the Hyracks Cluster Controller.
+     *
+     * @param ccHost
+     *            Host name (or IP Address) where the Cluster Controller can be
+     *            reached.
+     * @param ccPort
+     *            Port to reach the Hyracks Cluster Controller at the specified
+     *            host name.
+     * @throws Exception
+     */
+    public HyracksConnection(String ccHost, int ccPort) throws Exception {
+        this.ccHost = ccHost;
+        RPCInterface rpci = new RPCInterface();
+        ipc = new IPCSystem(new InetSocketAddress(0), rpci, new JavaSerializationBasedPayloadSerializerDeserializer());
+        ipc.start();
+        IIPCHandle ccIpchandle = ipc.getHandle(new InetSocketAddress(ccHost, ccPort));
+        this.hci = new HyracksClientInterfaceRemoteProxy(ccIpchandle, rpci);
+        ccInfo = hci.getClusterControllerInfo();
+    }
+
+    @Override
+    public JobStatus getJobStatus(JobId jobId) throws Exception {
+        return hci.getJobStatus(jobId);
+    }
+
+    @Override
+    public JobId startJob(JobSpecification jobSpec) throws Exception {
+        return startJob(jobSpec, EnumSet.noneOf(JobFlag.class));
+    }
+
+    @Override
+    public JobId startJob(JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception {
+        JobSpecificationActivityClusterGraphGeneratorFactory jsacggf = new JobSpecificationActivityClusterGraphGeneratorFactory(
+                jobSpec);
+        return startJob(jsacggf, jobFlags);
+    }
+
+    public JobId startJob(IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags) throws Exception {
+        return hci.startJob(JavaSerializationUtils.serialize(acggf), jobFlags);
+    }
+
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception {
+        return hci.getDatasetDirectoryServiceInfo();
+    }
+
+    @Override
+    public void waitForCompletion(JobId jobId) throws Exception {
+        hci.waitForCompletion(jobId);
+    }
+
+    @Override
+    public Map<String, NodeControllerInfo> getNodeControllerInfos() throws Exception {
+        return hci.getNodeControllersInfo();
+    }
+
+    @Override
+    public ClusterTopology getClusterTopology() throws Exception {
+        return hci.getClusterTopology();
+    }
+
+    @Override
+    public DeploymentId deployBinary(List<String> jars) throws Exception {
+        /** generate a deployment id */
+        DeploymentId deploymentId = new DeploymentId(UUID.randomUUID().toString());
+        List<URL> binaryURLs = new ArrayList<URL>();
+        if (jars != null && jars.size() > 0) {
+            HttpClient hc = new DefaultHttpClient();
+            /** upload jars through a http client one-by-one to the CC server */
+            for (String jar : jars) {
+                int slashIndex = jar.lastIndexOf('/');
+                String fileName = jar.substring(slashIndex + 1);
+                String url = "http://" + ccHost + ":" + ccInfo.getWebPort() + "/applications/"
+                        + deploymentId.toString() + "&" + fileName;
+                HttpPut put = new HttpPut(url);
+                put.setEntity(new FileEntity(new File(jar), "application/octet-stream"));
+                HttpResponse response = hc.execute(put);
+                if (response != null) {
+                    response.getEntity().consumeContent();
+                }
+                if (response.getStatusLine().getStatusCode() != 200) {
+                    hci.unDeployBinary(deploymentId);
+                    throw new HyracksException(response.getStatusLine().toString());
+                }
+                /** add the uploaded URL address into the URLs of jars to be deployed at NCs */
+                binaryURLs.add(new URL(url));
+            }
+        }
+        /** deploy the URLs to the CC and NCs */
+        hci.deployBinary(binaryURLs, deploymentId);
+        return deploymentId;
+    }
+
+    @Override
+    public void unDeployBinary(DeploymentId deploymentId) throws Exception {
+        hci.unDeployBinary(deploymentId);
+    }
+
+    @Override
+    public JobId startJob(DeploymentId deploymentId, JobSpecification jobSpec) throws Exception {
+        return startJob(deploymentId, jobSpec, EnumSet.noneOf(JobFlag.class));
+    }
+
+    @Override
+    public JobId startJob(DeploymentId deploymentId, JobSpecification jobSpec, EnumSet<JobFlag> jobFlags)
+            throws Exception {
+        JobSpecificationActivityClusterGraphGeneratorFactory jsacggf = new JobSpecificationActivityClusterGraphGeneratorFactory(
+                jobSpec);
+        return startJob(deploymentId, jsacggf, jobFlags);
+    }
+
+    @Override
+    public JobId startJob(DeploymentId deploymentId, IActivityClusterGraphGeneratorFactory acggf,
+            EnumSet<JobFlag> jobFlags) throws Exception {
+        return hci.startJob(deploymentId, JavaSerializationUtils.serialize(acggf), jobFlags);
+    }
+
+    @Override
+    public JobInfo getJobInfo(JobId jobId) throws Exception {
+        return hci.getJobInfo(jobId);
+    }
+    @Override
+    public void stopCluster() throws Exception{
+        hci.stopCluster();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientConnection.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientConnection.java
new file mode 100644
index 0000000..824c914
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientConnection.java
@@ -0,0 +1,191 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.topology.ClusterTopology;
+
+/**
+ * Interface used by clients to communicate with the Hyracks Cluster Controller.
+ *
+ * @author vinayakb
+ */
+public interface IHyracksClientConnection {
+    /**
+     * Gets the status of the specified Job.
+     *
+     * @param jobId
+     *            JobId of the Job
+     * @return {@link JobStatus}
+     * @throws Exception
+     */
+    public JobStatus getJobStatus(JobId jobId) throws Exception;
+
+    /**
+     * Gets detailed information about the specified Job.
+     *
+     * @param jobId
+     *            JobId of the Job
+     * @return {@link JobStatus}
+     * @throws Exception
+     */
+    public JobInfo getJobInfo(JobId jobId) throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param appName
+     *            Name of the application
+     * @param jobSpec
+     *            Job Specification
+     * @throws Exception
+     */
+    public JobId startJob(JobSpecification jobSpec) throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param appName
+     *            Name of the application
+     * @param jobSpec
+     *            Job Specification
+     * @param jobFlags
+     *            Flags
+     * @throws Exception
+     */
+    public JobId startJob(JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param appName
+     *            Name of the application
+     * @param acggf
+     *            Activity Cluster Graph Generator Factory
+     * @param jobFlags
+     *            Flags
+     * @throws Exception
+     */
+    public JobId startJob(IActivityClusterGraphGeneratorFactory acggf, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    /**
+     * Gets the IP Address and port for the DatasetDirectoryService wrapped in NetworkAddress
+     *
+     * @return {@link NetworkAddress}
+     * @throws Exception
+     */
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception;
+
+    /**
+     * Waits until the specified job has completed, either successfully or has
+     * encountered a permanent failure.
+     *
+     * @param jobId
+     *            JobId of the Job
+     * @throws Exception
+     */
+    public void waitForCompletion(JobId jobId) throws Exception;
+
+    /**
+     * Gets a map of node controller names to node information.
+     *
+     * @return Map of node name to node information.
+     */
+    public Map<String, NodeControllerInfo> getNodeControllerInfos() throws Exception;
+
+    /**
+     * Get the cluster topology
+     *
+     * @return the cluster topology
+     * @throws Exception
+     */
+    public ClusterTopology getClusterTopology() throws Exception;
+
+    /**
+     * Deploy the user-defined jars to the cluster
+     *
+     * @param jars
+     *            a list of user-defined jars
+     */
+    public DeploymentId deployBinary(List<String> jars) throws Exception;
+
+    /**
+     * undeploy a certain deployment
+     *
+     * @param jars
+     *            a list of user-defined jars
+     */
+    public void unDeployBinary(DeploymentId deploymentId) throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param deploymentId
+     *            the id of the specific deployment
+     * @param jobSpec
+     *            Job Specification
+     * @throws Exception
+     */
+    public JobId startJob(DeploymentId deploymentId, JobSpecification jobSpec) throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param deploymentId
+     *            the id of the specific deployment
+     * @param jobSpec
+     *            Job Specification
+     * @param jobFlags
+     *            Flags
+     * @throws Exception
+     */
+    public JobId startJob(DeploymentId deploymentId, JobSpecification jobSpec, EnumSet<JobFlag> jobFlags)
+            throws Exception;
+
+    /**
+     * Start the specified Job.
+     *
+     * @param deploymentId
+     *            the id of the specific deployment
+     * @param acggf
+     *            Activity Cluster Graph Generator Factory
+     * @param jobFlags
+     *            Flags
+     * @throws Exception
+     */
+    public JobId startJob(DeploymentId deploymentId, IActivityClusterGraphGeneratorFactory acggf,
+            EnumSet<JobFlag> jobFlags) throws Exception;
+
+    /**
+     * Shuts down all NCs and then the CC.
+     */
+    public void stopCluster() throws Exception;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientInterface.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientInterface.java
new file mode 100644
index 0000000..b70ef41
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/IHyracksClientInterface.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.net.URL;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.topology.ClusterTopology;
+
+public interface IHyracksClientInterface {
+    public ClusterControllerInfo getClusterControllerInfo() throws Exception;
+
+    public JobStatus getJobStatus(JobId jobId) throws Exception;
+
+    public JobId startJob(byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    public NetworkAddress getDatasetDirectoryServiceInfo() throws Exception;
+
+    public void waitForCompletion(JobId jobId) throws Exception;
+
+    public Map<String, NodeControllerInfo> getNodeControllersInfo() throws Exception;
+
+    public ClusterTopology getClusterTopology() throws Exception;
+
+    public void deployBinary(List<URL> binaryURLs, DeploymentId deploymentId) throws Exception;
+
+    public void unDeployBinary(DeploymentId deploymentId) throws Exception;
+
+    public JobId startJob(DeploymentId deploymentId, byte[] acggfBytes, EnumSet<JobFlag> jobFlags) throws Exception;
+
+    public JobInfo getJobInfo(JobId jobId) throws Exception;
+
+    public void stopCluster() throws Exception;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeControllerInfo.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeControllerInfo.java
new file mode 100644
index 0000000..c41dafe
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeControllerInfo.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+
+public class NodeControllerInfo implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final String nodeId;
+
+    private final NodeStatus status;
+
+    private final NetworkAddress netAddress;
+
+    private final NetworkAddress datasetNetworkAddress;
+
+    public NodeControllerInfo(String nodeId, NodeStatus status, NetworkAddress netAddress,
+            NetworkAddress datasetNetworkAddress) {
+        this.nodeId = nodeId;
+        this.status = status;
+        this.netAddress = netAddress;
+        this.datasetNetworkAddress = datasetNetworkAddress;
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public NodeStatus getStatus() {
+        return status;
+    }
+
+    public NetworkAddress getNetworkAddress() {
+        return netAddress;
+    }
+
+    public NetworkAddress getDatasetNetworkAddress() {
+        return datasetNetworkAddress;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeStatus.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeStatus.java
new file mode 100644
index 0000000..b84f1f2
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/NodeStatus.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client;
+
+public enum NodeStatus {
+    ALIVE,
+    DEAD
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/ActivityClusterGraphBuilder.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/ActivityClusterGraphBuilder.java
new file mode 100644
index 0000000..9a2a658
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/ActivityClusterGraphBuilder.java
@@ -0,0 +1,180 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.tuple.Pair;
+import org.json.JSONException;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.ActivityClusterId;
+import org.apache.hyracks.api.job.JobActivityGraph;
+import org.apache.hyracks.api.job.JobId;
+
+public class ActivityClusterGraphBuilder {
+    private static final Logger LOGGER = Logger.getLogger(ActivityClusterGraphBuilder.class.getName());
+
+    public ActivityClusterGraphBuilder() {
+    }
+
+    private static Pair<ActivityId, ActivityId> findMergePair(JobActivityGraph jag, Set<Set<ActivityId>> eqSets) {
+        for (Set<ActivityId> eqSet : eqSets) {
+            for (ActivityId t : eqSet) {
+                List<IConnectorDescriptor> inputList = jag.getActivityInputMap().get(t);
+                if (inputList != null) {
+                    for (IConnectorDescriptor conn : inputList) {
+                        ActivityId inTask = jag.getProducerActivity(conn.getConnectorId());
+                        if (!eqSet.contains(inTask)) {
+                            return Pair.<ActivityId, ActivityId> of(t, inTask);
+                        }
+                    }
+                }
+                List<IConnectorDescriptor> outputList = jag.getActivityOutputMap().get(t);
+                if (outputList != null) {
+                    for (IConnectorDescriptor conn : outputList) {
+                        ActivityId outTask = jag.getConsumerActivity(conn.getConnectorId());
+                        if (!eqSet.contains(outTask)) {
+                            return Pair.<ActivityId, ActivityId> of(t, outTask);
+                        }
+                    }
+                }
+            }
+        }
+        return null;
+    }
+
+    public ActivityClusterGraph inferActivityClusters(JobId jobId, JobActivityGraph jag) {
+        /*
+         * Build initial equivalence sets map. We create a map such that for each IOperatorTask, t -> { t }
+         */
+        Map<ActivityId, Set<ActivityId>> stageMap = new HashMap<ActivityId, Set<ActivityId>>();
+        Set<Set<ActivityId>> stages = new HashSet<Set<ActivityId>>();
+        for (ActivityId taskId : jag.getActivityMap().keySet()) {
+            Set<ActivityId> eqSet = new HashSet<ActivityId>();
+            eqSet.add(taskId);
+            stageMap.put(taskId, eqSet);
+            stages.add(eqSet);
+        }
+
+        boolean changed = true;
+        while (changed) {
+            changed = false;
+            Pair<ActivityId, ActivityId> pair = findMergePair(jag, stages);
+            if (pair != null) {
+                merge(stageMap, stages, pair.getLeft(), pair.getRight());
+                changed = true;
+            }
+        }
+
+        ActivityClusterGraph acg = new ActivityClusterGraph();
+        Map<ActivityId, ActivityCluster> acMap = new HashMap<ActivityId, ActivityCluster>();
+        int acCounter = 0;
+        Map<ActivityId, IActivity> activityNodeMap = jag.getActivityMap();
+        List<ActivityCluster> acList = new ArrayList<ActivityCluster>();
+        for (Set<ActivityId> stage : stages) {
+            ActivityCluster ac = new ActivityCluster(acg, new ActivityClusterId(jobId, acCounter++));
+            acList.add(ac);
+            for (ActivityId aid : stage) {
+                IActivity activity = activityNodeMap.get(aid);
+                ac.addActivity(activity);
+                acMap.put(aid, ac);
+            }
+        }
+
+        for (Set<ActivityId> stage : stages) {
+            for (ActivityId aid : stage) {
+                IActivity activity = activityNodeMap.get(aid);
+                ActivityCluster ac = acMap.get(aid);
+                List<IConnectorDescriptor> aOutputs = jag.getActivityOutputMap().get(aid);
+                if (aOutputs == null || aOutputs.isEmpty()) {
+                    ac.addRoot(activity);
+                } else {
+                    int nActivityOutputs = aOutputs.size();
+                    for (int i = 0; i < nActivityOutputs; ++i) {
+                        IConnectorDescriptor conn = aOutputs.get(i);
+                        ac.addConnector(conn);
+                        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> pcPair = jag.getConnectorActivityMap()
+                                .get(conn.getConnectorId());
+                        ac.connect(conn, activity, i, pcPair.getRight().getLeft(), pcPair.getRight().getRight(), jag
+                                .getConnectorRecordDescriptorMap().get(conn.getConnectorId()));
+                    }
+                }
+            }
+        }
+
+        Map<ActivityId, Set<ActivityId>> blocked2BlockerMap = jag.getBlocked2BlockerMap();
+        for (ActivityCluster s : acList) {
+            Map<ActivityId, Set<ActivityId>> acBlocked2BlockerMap = s.getBlocked2BlockerMap();
+            Set<ActivityCluster> blockerStages = new HashSet<ActivityCluster>();
+            for (ActivityId t : s.getActivityMap().keySet()) {
+                Set<ActivityId> blockerTasks = blocked2BlockerMap.get(t);
+                acBlocked2BlockerMap.put(t, blockerTasks);
+                if (blockerTasks != null) {
+                    for (ActivityId bt : blockerTasks) {
+                        blockerStages.add(acMap.get(bt));
+                    }
+                }
+            }
+            for (ActivityCluster bs : blockerStages) {
+                s.getDependencies().add(bs);
+            }
+        }
+        acg.addActivityClusters(acList);
+
+        if (LOGGER.isLoggable(Level.FINE)) {
+            try {
+                LOGGER.fine(acg.toJSON().toString(2));
+            } catch (JSONException e) {
+                e.printStackTrace();
+                throw new RuntimeException(e);
+            }
+        }
+        return acg;
+    }
+
+    private void merge(Map<ActivityId, Set<ActivityId>> eqSetMap, Set<Set<ActivityId>> eqSets, ActivityId t1,
+            ActivityId t2) {
+        Set<ActivityId> stage1 = eqSetMap.get(t1);
+        Set<ActivityId> stage2 = eqSetMap.get(t2);
+
+        Set<ActivityId> mergedSet = new HashSet<ActivityId>();
+        mergedSet.addAll(stage1);
+        mergedSet.addAll(stage2);
+
+        eqSets.remove(stage1);
+        eqSets.remove(stage2);
+        eqSets.add(mergedSet);
+
+        for (ActivityId t : mergedSet) {
+            eqSetMap.put(t, mergedSet);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IConnectorDescriptorVisitor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IConnectorDescriptorVisitor.java
new file mode 100644
index 0000000..50a7854
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IConnectorDescriptorVisitor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+public interface IConnectorDescriptorVisitor {
+    public void visit(IConnectorDescriptor conn) throws HyracksException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IOperatorDescriptorVisitor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IOperatorDescriptorVisitor.java
new file mode 100644
index 0000000..d86d9e5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/IOperatorDescriptorVisitor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+public interface IOperatorDescriptorVisitor {
+    public void visit(IOperatorDescriptor op) throws HyracksException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobActivityGraphBuilder.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobActivityGraphBuilder.java
new file mode 100644
index 0000000..da344aa
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobActivityGraphBuilder.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.job.JobActivityGraph;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class JobActivityGraphBuilder implements IActivityGraphBuilder {
+    private static final Logger LOGGER = Logger.getLogger(JobActivityGraphBuilder.class.getName());
+
+    private final Map<ActivityId, IOperatorDescriptor> activityOperatorMap;
+
+    private final JobActivityGraph jag;
+
+    private final JobSpecification jobSpec;
+
+    private final Map<ConnectorDescriptorId, Pair<IActivity, Integer>> connectorProducerMap;
+
+    private final Map<ConnectorDescriptorId, Pair<IActivity, Integer>> connectorConsumerMap;
+
+    public JobActivityGraphBuilder(JobSpecification jobSpec, EnumSet<JobFlag> jobFlags) {
+        activityOperatorMap = new HashMap<ActivityId, IOperatorDescriptor>();
+        jag = new JobActivityGraph();
+        this.jobSpec = jobSpec;
+        connectorProducerMap = new HashMap<ConnectorDescriptorId, Pair<IActivity, Integer>>();
+        connectorConsumerMap = new HashMap<ConnectorDescriptorId, Pair<IActivity, Integer>>();
+    }
+
+    public void addConnector(IConnectorDescriptor conn) {
+        jag.getConnectorMap().put(conn.getConnectorId(), conn);
+        jag.getConnectorRecordDescriptorMap().put(conn.getConnectorId(), jobSpec.getConnectorRecordDescriptor(conn));
+    }
+
+    @Override
+    public void addBlockingEdge(IActivity blocker, IActivity blocked) {
+        addToValueSet(jag.getBlocked2BlockerMap(), blocked.getActivityId(), blocker.getActivityId());
+    }
+
+    @Override
+    public void addSourceEdge(int operatorInputIndex, IActivity task, int taskInputIndex) {
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("Adding source edge: " + task.getActivityId() + ":" + operatorInputIndex + " -> "
+                    + task.getActivityId() + ":" + taskInputIndex);
+        }
+        IOperatorDescriptor op = activityOperatorMap.get(task.getActivityId());
+        IConnectorDescriptor conn = jobSpec.getInputConnectorDescriptor(op, operatorInputIndex);
+        insertIntoIndexedMap(jag.getActivityInputMap(), task.getActivityId(), taskInputIndex, conn);
+        connectorConsumerMap.put(conn.getConnectorId(), Pair.of(task, taskInputIndex));
+    }
+
+    @Override
+    public void addTargetEdge(int operatorOutputIndex, IActivity task, int taskOutputIndex) {
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("Adding target edge: " + task.getActivityId() + ":" + operatorOutputIndex + " -> "
+                    + task.getActivityId() + ":" + taskOutputIndex);
+        }
+        IOperatorDescriptor op = activityOperatorMap.get(task.getActivityId());
+        IConnectorDescriptor conn = jobSpec.getOutputConnectorDescriptor(op, operatorOutputIndex);
+        insertIntoIndexedMap(jag.getActivityOutputMap(), task.getActivityId(), taskOutputIndex, conn);
+        connectorProducerMap.put(conn.getConnectorId(), Pair.of(task, taskOutputIndex));
+    }
+
+    @Override
+    public void addActivity(IOperatorDescriptor op, IActivity task) {
+        activityOperatorMap.put(task.getActivityId(), op);
+        ActivityId activityId = task.getActivityId();
+        jag.getActivityMap().put(activityId, task);
+    }
+
+    public void finish() {
+        Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> caMap = jag
+                .getConnectorActivityMap();
+        for (Map.Entry<ConnectorDescriptorId, Pair<IActivity, Integer>> e : connectorProducerMap.entrySet()) {
+            ConnectorDescriptorId cdId = e.getKey();
+            Pair<IActivity, Integer> producer = e.getValue();
+            Pair<IActivity, Integer> consumer = connectorConsumerMap.get(cdId);
+            caMap.put(cdId, Pair.of(producer, consumer));
+        }
+    }
+
+    private <K, V> void addToValueSet(Map<K, Set<V>> map, K n1, V n2) {
+        Set<V> targets = map.get(n1);
+        if (targets == null) {
+            targets = new HashSet<V>();
+            map.put(n1, targets);
+        }
+        targets.add(n2);
+    }
+
+    private <T> void extend(List<T> list, int index) {
+        int n = list.size();
+        for (int i = n; i <= index; ++i) {
+            list.add(null);
+        }
+    }
+
+    private <K, V> void insertIntoIndexedMap(Map<K, List<V>> map, K key, int index, V value) {
+        List<V> vList = map.get(key);
+        if (vList == null) {
+            vList = new ArrayList<V>();
+            map.put(key, vList);
+        }
+        extend(vList, index);
+        vList.set(index, value);
+    }
+
+    public JobActivityGraph getActivityGraph() {
+        return jag;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
new file mode 100644
index 0000000..00c2cc4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/JobSpecificationActivityClusterGraphGeneratorFactory.java
@@ -0,0 +1,117 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import java.util.EnumSet;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.constraints.Constraint;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.IActivityClusterGraphGenerator;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.JobActivityGraph;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.api.rewriter.ActivityClusterGraphRewriter;
+
+public class JobSpecificationActivityClusterGraphGeneratorFactory implements IActivityClusterGraphGeneratorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final JobSpecification spec;
+
+    public JobSpecificationActivityClusterGraphGeneratorFactory(JobSpecification jobSpec) {
+        this.spec = jobSpec;
+    }
+
+    @Override
+    public JobSpecification getJobSpecification() {
+        return spec;
+    }
+
+    @Override
+    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(JobId jobId,
+            final ICCApplicationContext ccAppCtx, EnumSet<JobFlag> jobFlags) throws HyracksException {
+        final JobActivityGraphBuilder builder = new JobActivityGraphBuilder(spec, jobFlags);
+        PlanUtils.visit(spec, new IConnectorDescriptorVisitor() {
+            @Override
+            public void visit(IConnectorDescriptor conn) throws HyracksException {
+                builder.addConnector(conn);
+            }
+        });
+        PlanUtils.visit(spec, new IOperatorDescriptorVisitor() {
+            @Override
+            public void visit(IOperatorDescriptor op) {
+                op.contributeActivities(builder);
+            }
+        });
+        builder.finish();
+        final JobActivityGraph jag = builder.getActivityGraph();
+        ActivityClusterGraphBuilder acgb = new ActivityClusterGraphBuilder();
+
+        final ActivityClusterGraph acg = acgb.inferActivityClusters(jobId, jag);
+        acg.setFrameSize(spec.getFrameSize());
+        acg.setMaxReattempts(spec.getMaxReattempts());
+        acg.setJobletEventListenerFactory(spec.getJobletEventListenerFactory());
+        acg.setGlobalJobDataFactory(spec.getGlobalJobDataFactory());
+        acg.setConnectorPolicyAssignmentPolicy(spec.getConnectorPolicyAssignmentPolicy());
+        acg.setUseConnectorPolicyForScheduling(spec.isUseConnectorPolicyForScheduling());
+        acg.setReportTaskDetails(spec.isReportTaskDetails());
+        final Set<Constraint> constraints = new HashSet<Constraint>();
+        final IConstraintAcceptor acceptor = new IConstraintAcceptor() {
+            @Override
+            public void addConstraint(Constraint constraint) {
+                constraints.add(constraint);
+            }
+        };
+        PlanUtils.visit(spec, new IOperatorDescriptorVisitor() {
+            @Override
+            public void visit(IOperatorDescriptor op) {
+                op.contributeSchedulingConstraints(acceptor, ccAppCtx);
+            }
+        });
+        PlanUtils.visit(spec, new IConnectorDescriptorVisitor() {
+            @Override
+            public void visit(IConnectorDescriptor conn) {
+                conn.contributeSchedulingConstraints(acceptor, acg.getConnectorMap().get(conn.getConnectorId()),
+                        ccAppCtx);
+            }
+        });
+        constraints.addAll(spec.getUserConstraints());
+        return new IActivityClusterGraphGenerator() {
+            @Override
+            public ActivityClusterGraph initialize() {
+                ActivityClusterGraphRewriter rewriter = new ActivityClusterGraphRewriter();
+                rewriter.rewrite(acg);
+                return acg;
+            }
+
+            @Override
+            public Set<Constraint> getConstraints() {
+                return constraints;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/PlanUtils.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/PlanUtils.java
new file mode 100644
index 0000000..401708a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/client/impl/PlanUtils.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.client.impl;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class PlanUtils {
+    public static void visit(JobSpecification spec, IOperatorDescriptorVisitor visitor) throws HyracksException {
+        Set<OperatorDescriptorId> seen = new HashSet<OperatorDescriptorId>();
+        for (IOperatorDescriptor op : spec.getOperatorMap().values()) {
+            visitOperator(visitor, seen, op);
+        }
+    }
+
+    private static void visitOperator(IOperatorDescriptorVisitor visitor, Set<OperatorDescriptorId> seen,
+            IOperatorDescriptor op) throws HyracksException {
+        if (!seen.contains(op)) {
+            visitor.visit(op);
+        }
+        seen.add(op.getOperatorId());
+    }
+
+    public static void visit(JobSpecification spec, IConnectorDescriptorVisitor visitor) throws HyracksException {
+        for (IConnectorDescriptor c : spec.getConnectorMap().values()) {
+            visitor.visit(c);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FixedSizeFrame.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FixedSizeFrame.java
new file mode 100644
index 0000000..e36a773
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FixedSizeFrame.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FixedSizeFrame implements IFrame {
+
+    private ByteBuffer buffer;
+
+    public FixedSizeFrame() {
+
+    }
+
+    public FixedSizeFrame(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public void ensureFrameSize(int frameSize) throws HyracksDataException {
+        throw new HyracksDataException("FixedSizeFrame doesn't support capacity changes");
+    }
+
+    @Override
+    public void resize(int frameSize) throws HyracksDataException {
+        throw new HyracksDataException("FixedSizeFrame doesn't support capacity changes");
+    }
+
+    @Override
+    public int getFrameSize() {
+        return buffer.capacity();
+    }
+
+    @Override
+    public int getMinSize() {
+        return buffer.capacity() / FrameHelper.deserializeNumOfMinFrame(buffer, 0);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        buffer.clear();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameConstants.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameConstants.java
new file mode 100644
index 0000000..9cf96ec
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameConstants.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+public interface FrameConstants {
+    /**
+     * We use 4bytes to store the tupleCount at the end of the Frame.
+     */
+    int SIZE_LEN = 4;
+
+    /**
+     * The offset of the frame_count which is one byte indicate how many initial_frames contained in current frame.
+     * The actual frameSize = frame_count * intitialFrameSize(given by user)
+     */
+    int META_DATA_FRAME_COUNT_OFFSET = 0;
+
+    /**
+     * The start offset of the tuple data. The first byte is used to store the frame_count
+     */
+    int TUPLE_START_OFFSET = 1;
+
+    /**
+     * Since we use one byte to store the frame_count, the max frame_count is 255.
+     */
+    int MAX_NUM_MINFRAME = 255;
+
+    /**
+     * Indicate the total size of the meta data.
+     */
+    int META_DATA_LEN = SIZE_LEN  + TUPLE_START_OFFSET;
+
+    boolean DEBUG_FRAME_IO = false;
+
+    int FRAME_FIELD_MAGIC = 0x12345678;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameHelper.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameHelper.java
new file mode 100644
index 0000000..473f3ae
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/FrameHelper.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+public class FrameHelper {
+    public static int getTupleCountOffset(int frameSize) {
+        return frameSize - FrameConstants.SIZE_LEN;
+    }
+
+    /**
+     * The actual frameSize = frameCount * intitialFrameSize
+     * This method is used to put that frameCount into the first byte of the frame buffer.
+     * @param outputFrame
+     * @param numberOfMinFrame
+     */
+    public static void serializeFrameSize(ByteBuffer outputFrame, byte numberOfMinFrame) {
+        serializeFrameSize(outputFrame, 0, numberOfMinFrame);
+    }
+
+    public static void serializeFrameSize(ByteBuffer outputFrame, int start, byte numberOfMinFrame) {
+        outputFrame.array()[start + FrameConstants.META_DATA_FRAME_COUNT_OFFSET] = (byte) (numberOfMinFrame & 0xff);
+    }
+
+    public static byte deserializeNumOfMinFrame(ByteBuffer frame) {
+        return deserializeNumOfMinFrame(frame, 0);
+    }
+
+    public static byte deserializeNumOfMinFrame(ByteBuffer buffer, int start) {
+        return (byte) (buffer.array()[start + FrameConstants.META_DATA_FRAME_COUNT_OFFSET] & 0xff);
+    }
+
+    /**
+     * Add one tuple requires
+     * 4bytes to store the tuple offset
+     * 4bytes * |fields| to store the relative offset of each field
+     * nbytes the actual data.
+     * If the tupleLength includes the field slot, please set the fieldCount = 0
+     */
+    public static int calcRequiredSpace(int fieldCount, int tupleLength) {
+        return 4 + fieldCount * 4 + tupleLength;
+    }
+
+    /**
+     * A faster way of calculating the ceiling
+     *
+     * @param fieldCount   please set fieldCount to 0 if the tupleLength includes the fields' length
+     * @param tupleLength
+     * @param minFrameSize
+     * @return
+     */
+    public static int calcAlignedFrameSizeToStore(int fieldCount, int tupleLength, int minFrameSize) {
+        assert fieldCount >= 0 && tupleLength >= 0 && minFrameSize > 0;
+        return (1 + (calcRequiredSpace(fieldCount, tupleLength) + FrameConstants.META_DATA_LEN - 1) / minFrameSize)
+                * minFrameSize;
+    }
+
+    public static void clearRemainingFrame(ByteBuffer buffer, int position) {
+        buffer.array()[position] = 0;
+    }
+
+    public static boolean hasBeenCleared(ByteBuffer buffer, int position) {
+        return deserializeNumOfMinFrame(buffer, position) == 0;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrame.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrame.java
new file mode 100644
index 0000000..beee9f7
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrame.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFrame {
+
+    ByteBuffer getBuffer();
+
+    /**
+     * Make sure the frameSize is bigger or equal to the given size
+     *
+     * @param frameSize
+     * @throws HyracksDataException
+     */
+    void ensureFrameSize(int frameSize) throws HyracksDataException;
+
+    /**
+     *
+     * Expand of shrink the inner buffer to make the size exactly equal to {@code frameSize}
+     * @param frameSize
+     */
+    void resize(int frameSize) throws HyracksDataException;
+
+    /**
+     * Return the size of frame in bytes
+     *
+     * @return
+     */
+    int getFrameSize();
+
+    /**
+     * Return the minimum frame size which should read from the configuration file given by user
+     *
+     * @return
+     */
+    int getMinSize();
+
+    /**
+     * Reset the status of buffer, prepare to the next round of read/write
+     */
+    void reset() throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameAppender.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameAppender.java
new file mode 100644
index 0000000..0fc24c7
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameAppender.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFrameAppender {
+
+    /**
+     * Reset to attach to a new frame.
+     *
+     * @param frame the new frame
+     * @param clear indicate whether we need to clear this new frame
+     * @throws HyracksDataException
+     */
+    void reset(IFrame frame, boolean clear) throws HyracksDataException;
+
+    /**
+     * Get how many tuples in current frame.
+     *
+     * @return
+     */
+    int getTupleCount();
+
+    /**
+     * Get the ByteBuffer which contains the frame data.
+     *
+     * @return
+     */
+    ByteBuffer getBuffer();
+
+    /**
+     * Write the frame content to the given writer.
+     * Clear the inner buffer after write if {@code clear} is <code>true</code>.
+     *
+     * @param outWriter the output writer
+     * @param clear     indicate whether to clear the inside frame after writing or not.
+     * @throws HyracksDataException
+     */
+    void write(IFrameWriter outWriter, boolean clear) throws HyracksDataException;
+
+    /**
+     * Write currently buffered records to {@code writer} then flushes {@code writer}. The inside frame is always cleared
+     * @param writer the FrameWriter to write to and flush
+     * @throws HyracksDataException
+     */
+    public default void flush(IFrameWriter writer) throws HyracksDataException {
+        write(writer, true);
+        writer.flush();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameFieldAppender.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameFieldAppender.java
new file mode 100644
index 0000000..72c12e6
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameFieldAppender.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The IFrameFieldAppender is used to append the data into frame field by field.
+ */
+public interface IFrameFieldAppender extends IFrameAppender {
+
+    /**
+     * Append the field stored in {@code bytes} into the current frame.
+     *
+     * @param bytes  the byte array that stores the field data
+     * @param offset the offset of the field data
+     * @param length the length of the field data
+     * @return true if the current frame has enough space to hold the field data, otherwise return false.
+     * @throws HyracksDataException
+     */
+    boolean appendField(byte[] bytes, int offset, int length) throws HyracksDataException;
+
+    /**
+     * Append the field of {@code fid} from the tuple {@code tid} whose information is stored in the {@code accessor}
+     * into the current frame.
+     *
+     * @param accessor tupleAccessor
+     * @param tid      tuple id in tupleAccessor
+     * @param fid      field id of the tuple {@code tid}
+     * @return true if the current frame has enough space to hold the field data, otherwise return false.
+     * @throws HyracksDataException
+     */
+    boolean appendField(IFrameTupleAccessor accessor, int tid, int fid) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameReader.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameReader.java
new file mode 100644
index 0000000..62eacc8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameReader.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFrameReader {
+    void open() throws HyracksDataException;
+
+    boolean nextFrame(IFrame frame) throws HyracksDataException;
+
+    void close() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAccessor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAccessor.java
new file mode 100644
index 0000000..fc98dcd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAccessor.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+public interface IFrameTupleAccessor {
+    int getFieldCount();
+
+    int getFieldSlotsLength();
+
+    int getFieldEndOffset(int tupleIndex, int fIdx);
+
+    int getFieldStartOffset(int tupleIndex, int fIdx);
+
+    int getFieldLength(int tupleIndex, int fIdx);
+
+    int getTupleLength(int tupleIndex);
+
+    int getTupleEndOffset(int tupleIndex);
+
+    int getTupleStartOffset(int tupleIndex);
+
+    int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx);
+
+    int getTupleCount();
+
+    ByteBuffer getBuffer();
+
+    void reset(ByteBuffer buffer);
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAppender.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAppender.java
new file mode 100644
index 0000000..64fa322
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameTupleAppender.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFrameTupleAppender extends IFrameAppender {
+
+    boolean append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException;
+
+    boolean append(int[] fieldSlots, byte[] bytes, int offset, int length) throws HyracksDataException;
+
+    boolean append(byte[] bytes, int offset, int length) throws HyracksDataException;
+
+    boolean appendSkipEmptyField(int[] fieldSlots, byte[] bytes, int offset, int length) throws HyracksDataException;
+
+    boolean append(IFrameTupleAccessor tupleAccessor, int tStartOffset, int tEndOffset) throws HyracksDataException;
+
+    boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1,
+            int tIndex1) throws HyracksDataException;
+
+    boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, int[] fieldSlots1, byte[] bytes1,
+            int offset1, int dataLen1) throws HyracksDataException;
+
+    boolean appendProjection(IFrameTupleAccessor accessor, int tIndex, int[] fields) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameWriter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameWriter.java
new file mode 100644
index 0000000..5ad1b82
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IFrameWriter.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * {@link IFrameWriter} is the interface implemented by a stream consumer. An {@link IFrameWriter} could be in one of the following states:
+ * <ul>
+ * <li>INITIAL</li>
+ * <li>OPENED</li>
+ * <li>CLOSED</li>
+ * <li>FAILED</li>
+ * </ul>
+ * A producer follows the following protocol when using an {@link IFrameWriter}.
+ * Initially, the {@link IFrameWriter} is in the INITIAL state.
+ * The first valid call to an {@link IFrameWriter} is always the {@link IFrameWriter#open()}. This call provides the opportunity for the {@link IFrameWriter} implementation to allocate any resources for its
+ * processing. Once open() is called, no matter successfully or not, the {@link IFrameWriter} is in the OPENED
+ * state.
+ * While the {@link IFrameWriter} is in the OPENED state, the producer can call one of:
+ * <ul>
+ * <li>{@link IFrameWriter#close()} to give up any resources owned by the {@link IFrameWriter} and enter the CLOSED state.</li>
+ * <li>{@link IFrameWriter#nextFrame(ByteBuffer)} to provide data to the {@link IFrameWriter}. The call returns normally on success and the {@link IFrameWriter} remains in the OPENED state. On failure, the call throws a {@link HyracksDataException}, the {@link IFrameWriter} remains in the OPENED state.</li>
+ * <li>{@link IFrameWriter#flush()} to push tuples that are ready in the output frame. The {@link IFrameWriter} remains in the OPENED state.</li>
+ * <li>{@link IFrameWriter#fail()} to indicate that stream is to be aborted. The {@link IFrameWriter} enters the FAILED state.</li>
+ * </ul>
+ * In the FAILED state, the only call allowed is the {@link IFrameWriter#close()} to move the {@link IFrameWriter} into the CLOSED
+ * state and give up all resources.
+ * No calls are allowed when the {@link IFrameWriter} is in the CLOSED state.
+ * Note: If the call to {@link IFrameWriter#open()} failed, the {@link IFrameWriter#close()} must still be called by the producer.
+ */
+public interface IFrameWriter {
+    /**
+     * First call to allocate any resources.
+     */
+    public void open() throws HyracksDataException;
+
+    /**
+     * Provide data to the stream of this {@link IFrameWriter}.
+     * @param buffer
+     *            - Buffer containing data.
+     * @throws HyracksDataException
+     */
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException;
+
+    /**
+     * request the frame to push its content forward and flush its consumers
+     * @throws HyracksDataException
+     */
+    public default void flush() throws HyracksDataException {
+        throw new HyracksDataException("flush() is not supported in this IFrameWriter");
+    }
+
+    /**
+     * Indicate that a failure was encountered and the current stream is to be
+     * aborted.
+     * @throws HyracksDataException
+     */
+    public void fail() throws HyracksDataException;
+
+    /**
+     * Close this {@link IFrameWriter} and give up all resources.
+     * @throws HyracksDataException
+     */
+    public void close() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionCollector.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionCollector.java
new file mode 100644
index 0000000..4a977ec
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionCollector.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public interface IPartitionCollector {
+    public JobId getJobId();
+
+    public ConnectorDescriptorId getConnectorId();
+
+    public int getReceiverIndex();
+
+    public void open() throws HyracksException;
+
+    public void addPartitions(Collection<PartitionChannel> partitions) throws HyracksException;
+
+    public IFrameReader getReader() throws HyracksException;
+
+    public void close() throws HyracksException;
+
+    public Collection<PartitionId> getRequiredPartitionIds() throws HyracksException;
+
+    public void abort();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionWriterFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionWriterFactory.java
new file mode 100644
index 0000000..e5d1a22
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/IPartitionWriterFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IPartitionWriterFactory {
+    public IFrameWriter createFrameWriter(int receiverIndex) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NetworkAddress.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NetworkAddress.java
new file mode 100644
index 0000000..752a6b3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NetworkAddress.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+import java.net.InetAddress;
+import java.net.UnknownHostException;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class NetworkAddress implements IWritable, Serializable {
+    private static final long serialVersionUID = 2L;
+
+    private String address;
+    // Cached locally, not serialized
+    private byte[] ipAddress;
+
+    private int port;
+
+    public static NetworkAddress create(DataInput dis) throws IOException {
+        NetworkAddress networkAddress = new NetworkAddress();
+        networkAddress.readFields(dis);
+        return networkAddress;
+    }
+
+    private NetworkAddress() {
+        ipAddress = null;
+    }
+
+    public NetworkAddress(String address, int port) {
+        this.address = address;
+        this.port = port;
+        ipAddress = null;
+    }
+
+    public String getAddress() {
+        return address;
+    }
+
+    public byte[] lookupIpAddress() throws UnknownHostException {
+        if (ipAddress == null) {
+            InetAddress addr = InetAddress.getByName(address);
+            ipAddress = addr.getAddress();
+        }
+        return ipAddress;
+    }
+
+    public int getPort() {
+        return port;
+    }
+
+    @Override
+    public String toString() {
+        return address + ":" + port;
+    }
+
+    @Override
+    public int hashCode() {
+        return address.hashCode() + port;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof NetworkAddress)) {
+            return false;
+        }
+        NetworkAddress on = (NetworkAddress) o;
+        return on.port == port && on.address == address;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeUTF(address);
+        output.writeInt(port);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        address = input.readUTF();
+        port = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NoShrinkVSizeFrame.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NoShrinkVSizeFrame.java
new file mode 100644
index 0000000..3359cad
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/NoShrinkVSizeFrame.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class NoShrinkVSizeFrame extends VSizeFrame {
+    public NoShrinkVSizeFrame(IHyracksFrameMgrContext ctx) throws HyracksDataException {
+        super(ctx);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        buffer.clear();
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/PartitionChannel.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/PartitionChannel.java
new file mode 100644
index 0000000..f7b7602
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/PartitionChannel.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.comm;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class PartitionChannel {
+    private PartitionId partitionId;
+
+    private IInputChannel channel;
+
+    public PartitionChannel(PartitionId partitionId, IInputChannel channel) {
+        this.partitionId = partitionId;
+        this.channel = channel;
+    }
+
+    public PartitionId getPartitionId() {
+        return partitionId;
+    }
+
+    public IInputChannel getInputChannel() {
+        return channel;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/VSizeFrame.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/VSizeFrame.java
new file mode 100644
index 0000000..06538af
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/comm/VSizeFrame.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.comm;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Variable size frame. The buffer inside can be resized.
+ */
+public class VSizeFrame implements IFrame {
+
+    protected final int minFrameSize;
+    protected IHyracksFrameMgrContext ctx;
+    protected ByteBuffer buffer;
+
+    public VSizeFrame(IHyracksFrameMgrContext ctx) throws HyracksDataException {
+        this(ctx, ctx.getInitialFrameSize());
+    }
+
+    public VSizeFrame(IHyracksFrameMgrContext ctx, int frameSize) throws HyracksDataException {
+        this.minFrameSize = ctx.getInitialFrameSize();
+        this.ctx = ctx;
+        buffer = ctx.allocateFrame(frameSize);
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public void ensureFrameSize(int newSize) throws HyracksDataException {
+        if (newSize > getFrameSize()) {
+            buffer = ctx.reallocateFrame(buffer, newSize, true);
+        }
+    }
+
+    @Override
+    public void resize(int frameSize) throws HyracksDataException {
+        if (getFrameSize() != frameSize) {
+            buffer = ctx.reallocateFrame(buffer, frameSize, false);
+        }
+    }
+
+    @Override
+    public int getFrameSize() {
+        return buffer.capacity();
+    }
+
+    @Override
+    public int getMinSize() {
+        return minFrameSize;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        resize(minFrameSize);
+        buffer.clear();
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/Constraint.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/Constraint.java
new file mode 100644
index 0000000..338a0f3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/Constraint.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.constraints.expressions.ConstraintExpression;
+import org.apache.hyracks.api.constraints.expressions.LValueConstraintExpression;
+
+public class Constraint implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final LValueConstraintExpression lValue;
+
+    private final ConstraintExpression rValue;
+
+    public Constraint(LValueConstraintExpression lValue, ConstraintExpression rValue) {
+        this.lValue = lValue;
+        this.rValue = rValue;
+    }
+
+    public LValueConstraintExpression getLValue() {
+        return lValue;
+    }
+
+    public ConstraintExpression getRValue() {
+        return rValue;
+    }
+
+    @Override
+    public String toString() {
+        return lValue + " in " + rValue;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/IConstraintAcceptor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/IConstraintAcceptor.java
new file mode 100644
index 0000000..ac6b584
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/IConstraintAcceptor.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints;
+
+public interface IConstraintAcceptor {
+    public void addConstraint(Constraint constraint);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/PartitionConstraintHelper.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/PartitionConstraintHelper.java
new file mode 100644
index 0000000..a057f40
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/PartitionConstraintHelper.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints;
+
+import org.apache.hyracks.api.constraints.expressions.ConstantExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionCountExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionLocationExpression;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+
+public class PartitionConstraintHelper {
+    public static void addPartitionCountConstraint(JobSpecification spec, IOperatorDescriptor op, int count) {
+        spec.addUserConstraint(new Constraint(new PartitionCountExpression(op.getOperatorId()), new ConstantExpression(
+                count)));
+    }
+
+    public static void addLocationChoiceConstraint(JobSpecification spec, IOperatorDescriptor op, String[][] choices) {
+        addPartitionCountConstraint(spec, op, choices.length);
+        for (int i = 0; i < choices.length; ++i) {
+            spec.addUserConstraint(new Constraint(new PartitionLocationExpression(op.getOperatorId(), i),
+                    new ConstantExpression(choices[i])));
+        }
+    }
+
+    public static void addAbsoluteLocationConstraint(JobSpecification spec, IOperatorDescriptor op, String... locations) {
+        addPartitionCountConstraint(spec, op, locations.length);
+        for (int i = 0; i < locations.length; ++i) {
+            spec.addUserConstraint(new Constraint(new PartitionLocationExpression(op.getOperatorId(), i),
+                    new ConstantExpression(locations[i])));
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstantExpression.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstantExpression.java
new file mode 100644
index 0000000..2bf3643
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstantExpression.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints.expressions;
+
+import java.util.Collection;
+
+public class ConstantExpression extends ConstraintExpression {
+    private static final long serialVersionUID = 1L;
+
+    private final Object value;
+
+    public ConstantExpression(Object value) {
+        this.value = value;
+    }
+
+    @Override
+    public ExpressionTag getTag() {
+        return ExpressionTag.CONSTANT;
+    }
+
+    public Object getValue() {
+        return value;
+    }
+
+    @Override
+    public void getChildren(Collection<ConstraintExpression> children) {
+    }
+
+    @Override
+    protected void toString(StringBuilder buffer) {
+        buffer.append(getTag()).append('[').append(value).append(':').append(value.getClass().getName()).append(']');
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstraintExpression.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstraintExpression.java
new file mode 100644
index 0000000..a46d0a2
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/ConstraintExpression.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints.expressions;
+
+import java.io.Serializable;
+import java.util.Collection;
+
+public abstract class ConstraintExpression implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    public enum ExpressionTag {
+        CONSTANT,
+        PARTITION_COUNT,
+        PARTITION_LOCATION,
+    }
+
+    public abstract ExpressionTag getTag();
+
+    public abstract void getChildren(Collection<ConstraintExpression> children);
+
+    @Override
+    public final String toString() {
+        StringBuilder buffer = new StringBuilder();
+        toString(buffer);
+        return buffer.toString();
+    }
+
+    protected abstract void toString(StringBuilder buffer);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/LValueConstraintExpression.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/LValueConstraintExpression.java
new file mode 100644
index 0000000..6d23e9a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/LValueConstraintExpression.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints.expressions;
+
+public abstract class LValueConstraintExpression extends ConstraintExpression {
+    private static final long serialVersionUID = 1L;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionCountExpression.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionCountExpression.java
new file mode 100644
index 0000000..316a5f4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionCountExpression.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints.expressions;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+
+public final class PartitionCountExpression extends LValueConstraintExpression {
+    private static final long serialVersionUID = 1L;
+
+    private final OperatorDescriptorId opId;
+
+    public PartitionCountExpression(OperatorDescriptorId opId) {
+        this.opId = opId;
+    }
+
+    @Override
+    public ExpressionTag getTag() {
+        return ExpressionTag.PARTITION_COUNT;
+    }
+
+    public OperatorDescriptorId getOperatorDescriptorId() {
+        return opId;
+    }
+
+    @Override
+    public void getChildren(Collection<ConstraintExpression> children) {
+    }
+
+    @Override
+    protected void toString(StringBuilder buffer) {
+        buffer.append(getTag()).append('(').append(opId.toString()).append(')');
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((opId == null) ? 0 : opId.hashCode());
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        PartitionCountExpression other = (PartitionCountExpression) obj;
+        if (opId == null) {
+            if (other.opId != null)
+                return false;
+        } else if (!opId.equals(other.opId))
+            return false;
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionLocationExpression.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionLocationExpression.java
new file mode 100644
index 0000000..bbb6936
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/constraints/expressions/PartitionLocationExpression.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.constraints.expressions;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+
+public final class PartitionLocationExpression extends LValueConstraintExpression {
+    private static final long serialVersionUID = 1L;
+
+    private final OperatorDescriptorId opId;
+    private final int partition;
+
+    public PartitionLocationExpression(OperatorDescriptorId opId, int partition) {
+        this.opId = opId;
+        this.partition = partition;
+    }
+
+    @Override
+    public ExpressionTag getTag() {
+        return ExpressionTag.PARTITION_LOCATION;
+    }
+
+    public OperatorDescriptorId getOperatorDescriptorId() {
+        return opId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public void getChildren(Collection<ConstraintExpression> children) {
+    }
+
+    @Override
+    protected void toString(StringBuilder buffer) {
+        buffer.append(getTag()).append('(').append(opId.toString()).append(", ").append(partition).append(')');
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((opId == null) ? 0 : opId.hashCode());
+        result = prime * result + partition;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        PartitionLocationExpression other = (PartitionLocationExpression) obj;
+        if (opId == null) {
+            if (other.opId != null)
+                return false;
+        } else if (!opId.equals(other.opId))
+            return false;
+        if (partition != other.partition)
+            return false;
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/ICCContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/ICCContext.java
new file mode 100644
index 0000000..35aeef5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/ICCContext.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.context;
+
+import java.net.InetAddress;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.client.ClusterControllerInfo;
+import org.apache.hyracks.api.topology.ClusterTopology;
+
+public interface ICCContext {
+    public ClusterControllerInfo getClusterControllerInfo();
+
+    public void getIPAddressNodeMap(Map<InetAddress, Set<String>> map) throws Exception;
+
+    public ClusterTopology getClusterTopology();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksCommonContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksCommonContext.java
new file mode 100644
index 0000000..9812d12
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksCommonContext.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.context;
+
+import org.apache.hyracks.api.io.IIOManager;
+
+public interface IHyracksCommonContext extends IHyracksFrameMgrContext{
+
+    public IIOManager getIOManager();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksFrameMgrContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksFrameMgrContext.java
new file mode 100644
index 0000000..d43680a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksFrameMgrContext.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.context;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IHyracksFrameMgrContext {
+
+    int getInitialFrameSize();
+
+    ByteBuffer allocateFrame() throws HyracksDataException;
+
+    ByteBuffer allocateFrame(int bytes) throws HyracksDataException;
+
+    ByteBuffer reallocateFrame(ByteBuffer tobeDeallocate, int newSizeInBytes, boolean copyOldData)
+            throws HyracksDataException;
+
+    /**
+     * The caller should call this method to return the pre-allocated frames.
+     *
+     * @param bytes
+     */
+    void deallocateFrames(int bytes);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java
new file mode 100644
index 0000000..bf25d13
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksJobletContext.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.context;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.resources.IDeallocatableRegistry;
+
+public interface IHyracksJobletContext extends IWorkspaceFileFactory, IDeallocatableRegistry {
+    public INCApplicationContext getApplicationContext();
+
+    public JobId getJobId();
+
+    public ICounterContext getCounterContext();
+
+    public Object getGlobalJobData();
+
+    public Class<?> loadClass(String className);
+
+    public ClassLoader getClassLoader();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksRootContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksRootContext.java
new file mode 100644
index 0000000..a1e57ff
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksRootContext.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.context;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.io.IIOManager;
+
+public interface IHyracksRootContext {
+    public IIOManager getIOManager();
+
+    public Map<String, NodeControllerInfo> getNodeControllerInfos() throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksTaskContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksTaskContext.java
new file mode 100644
index 0000000..58adccb
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/context/IHyracksTaskContext.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.context;
+
+import java.io.Serializable;
+import java.util.concurrent.ExecutorService;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.IOperatorEnvironment;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.resources.IDeallocatableRegistry;
+
+public interface IHyracksTaskContext
+        extends IHyracksCommonContext, IWorkspaceFileFactory, IDeallocatableRegistry, IOperatorEnvironment {
+    public IHyracksJobletContext getJobletContext();
+
+    public TaskAttemptId getTaskAttemptId();
+
+    public ICounterContext getCounterContext();
+
+    public ExecutorService getExecutorService();
+
+    public IDatasetPartitionManager getDatasetPartitionManager();
+
+    public void sendApplicationMessageToCC(byte[] message, DeploymentId deploymendId) throws Exception;
+
+    public void setSharedObject(Object sharedObject);
+
+    public Object getSharedObject();
+
+    public void sendApplicationMessageToCC(Serializable message, DeploymentId deploymentId) throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ActivityId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ActivityId.java
new file mode 100644
index 0000000..acac345
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ActivityId.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class ActivityId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+    private OperatorDescriptorId odId;
+    private int id;
+
+    public static ActivityId create(DataInput dis) throws IOException {
+        ActivityId activityId = new ActivityId();
+        activityId.readFields(dis);
+        return activityId;
+    }
+
+    private ActivityId() {
+
+    }
+
+    public ActivityId(OperatorDescriptorId odId, int id) {
+        this.odId = odId;
+        this.id = id;
+    }
+
+    public OperatorDescriptorId getOperatorDescriptorId() {
+        return odId;
+    }
+
+    public int getLocalId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return (int) (odId.hashCode() + id);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o) {
+            return true;
+        }
+        if (!(o instanceof ActivityId)) {
+            return false;
+        }
+        ActivityId other = (ActivityId) o;
+        return other.odId.equals(odId) && other.id == id;
+    }
+
+    public String toString() {
+        return "ANID:" + odId + ":" + id;
+    }
+
+    public static ActivityId parse(String str) {
+        if (str.startsWith("ANID:")) {
+            str = str.substring(5);
+            int idIdx = str.lastIndexOf(':');
+            return new ActivityId(OperatorDescriptorId.parse(str.substring(0, idIdx)), Integer.parseInt(str
+                    .substring(idIdx + 1)));
+        }
+        throw new IllegalArgumentException("Unable to parse: " + str);
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        odId.writeFields(output);
+        output.writeInt(id);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        odId = OperatorDescriptorId.create(input);
+        id = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ConnectorDescriptorId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ConnectorDescriptorId.java
new file mode 100644
index 0000000..8fef74a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/ConnectorDescriptorId.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class ConnectorDescriptorId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private int id;
+
+    public static ConnectorDescriptorId create(DataInput dis) throws IOException {
+        ConnectorDescriptorId connectorDescriptorId = new ConnectorDescriptorId();
+        connectorDescriptorId.readFields(dis);
+        return connectorDescriptorId;
+    }
+
+    private ConnectorDescriptorId() {
+
+    }
+
+    public ConnectorDescriptorId(int id) {
+        this.id = id;
+    }
+
+    public int getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return id;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj) {
+            return true;
+        }
+        if (!(obj instanceof ConnectorDescriptorId)) {
+            return false;
+        }
+        ConnectorDescriptorId other = (ConnectorDescriptorId) obj;
+        return id == other.id;
+    }
+
+    @Override
+    public String toString() {
+        return "CDID:" + id;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeInt(id);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        id = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivity.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivity.java
new file mode 100644
index 0000000..f7e4d42
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivity.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IActivity extends Serializable {
+    public ActivityId getActivityId();
+
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivityGraphBuilder.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivityGraphBuilder.java
new file mode 100644
index 0000000..ae04250
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IActivityGraphBuilder.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+public interface IActivityGraphBuilder {
+    public void addActivity(IOperatorDescriptor op, IActivity task);
+
+    public void addBlockingEdge(IActivity blocker, IActivity blocked);
+
+    public void addSourceEdge(int operatorInputIndex, IActivity task, int taskInputIndex);
+
+    public void addTargetEdge(int operatorOutputIndex, IActivity task, int taskOutputIndex);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IConnectorDescriptor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IConnectorDescriptor.java
new file mode 100644
index 0000000..339eb9d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IConnectorDescriptor.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.Serializable;
+import java.util.BitSet;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+/**
+ * Connector that connects operators in a Job.
+ *
+ * @author vinayakb
+ */
+public interface IConnectorDescriptor extends Serializable {
+
+    /**
+     * Gets the id of the connector.
+     *
+     * @return
+     */
+    public ConnectorDescriptorId getConnectorId();
+
+    /**
+     * Factory method to create the send side writer that writes into this
+     * connector.
+     *
+     * @param ctx
+     *            Context
+     * @param recordDesc
+     *            Record Descriptor
+     * @param edwFactory
+     *            Endpoint writer factory.
+     * @param index
+     *            ordinal index of the data producer partition.
+     * @param nProducerPartitions
+     *            Number of partitions of the producing operator.
+     * @param nConsumerPartitions
+     *            Number of partitions of the consuming operator.
+     * @return data writer.
+     * @throws Exception
+     */
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException;
+
+    /**
+     * Factory metod to create the receive side reader that reads data from this
+     * connector.
+     *
+     * @param ctx
+     *            Context
+     * @param recordDesc
+     *            Job plan
+     * @param receiverIndex
+     *            ordinal index of the data consumer partition
+     * @param nProducerPartitions
+     *            Number of partitions of the producing operator.
+     * @param nConsumerPartitions
+     *            Number of partitions of the consuming operator.
+     * @return partition collector
+     * @throws HyracksDataException
+     */
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            int receiverIndex, int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException;
+
+    /**
+     * Contribute any scheduling constraints imposed by this connector
+     *
+     * @param constraintAcceptor
+     *            - Constraint Acceptor
+     * @param ac
+     *            - Activity Cluster
+     */
+    public void contributeSchedulingConstraints(IConstraintAcceptor constraintAcceptor, ActivityCluster ac,
+            ICCApplicationContext appCtx);
+
+    /**
+     * Indicate which consumer partitions may receive data from the given
+     * producer partition.
+     */
+    public void indicateTargetPartitions(int nProducerPartitions, int nConsumerPartitions, int producerIndex,
+            BitSet targetBitmap);
+
+    /**
+     * Indicate which producer partitions are required for the given receiver.
+     */
+    public void indicateSourcePartitions(int nProducerPartitions, int nConsumerPartitions, int consumerIndex,
+            BitSet sourceBitmap);
+
+    /**
+     * Indicate whether the connector is an all-producers-to-all-consumers connector
+     */
+    public boolean allProducersToAllConsumers();
+
+    /**
+     * Gets the display name.
+     */
+    public String getDisplayName();
+
+    /**
+     * Sets the display name.
+     */
+    public void setDisplayName(String displayName);
+
+    /**
+     * Translate this connector descriptor to JSON.
+     *
+     * @return
+     * @throws JSONException
+     */
+    public JSONObject toJSON() throws JSONException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataReader.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataReader.java
new file mode 100644
index 0000000..3eb0367
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataReader.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Provides data to a consumer.
+ *
+ * @author vinayakb
+ */
+public interface IDataReader<T> {
+    /**
+     * Reads one data item.
+     *
+     * @return data. <code>null</code> indicates end of stream.
+     * @throws Exception
+     */
+    public T readData() throws HyracksDataException;
+
+    /**
+     * Closes this reader.
+     *
+     * @throws Exception
+     */
+    public void close() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataWriter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataWriter.java
new file mode 100644
index 0000000..9125b1c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IDataWriter.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Accepts data from data producers.
+ */
+public interface IDataWriter<T> {
+    /**
+     * Pushes data to the acceptor.
+     * @param data
+     *            - Data pushed to the acceptor. <code>null</code> indicates the
+     *            end of stream.
+     * @throws HyracksDataException
+     */
+    public void writeData(T data) throws HyracksDataException;
+
+    /**
+     * Indicates that the stream has failed.
+     * @throws HyracksDataException
+     */
+    public void fail() throws HyracksDataException;
+
+    /**
+     * Request the writer to flush its content
+     * @throws HyracksDataException
+     */
+    public void flush() throws HyracksDataException;
+
+    /**
+     * Closes this writer.
+     * @throws Exception
+     */
+    public void close() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataReader.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataReader.java
new file mode 100644
index 0000000..5a1d100
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataReader.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IOpenableDataReader<T> extends IDataReader<T> {
+    public void open() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataWriter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataWriter.java
new file mode 100644
index 0000000..a453b64
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOpenableDataWriter.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IOpenableDataWriter<T> extends IDataWriter<T> {
+    public void open() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorDescriptor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorDescriptor.java
new file mode 100644
index 0000000..1b85fbd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorDescriptor.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.Serializable;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+/**
+ * Descriptor for operators in Hyracks.
+ *
+ * @author vinayakb
+ */
+public interface IOperatorDescriptor extends Serializable {
+    /**
+     * Returns the id of the operator.
+     *
+     * @return operator id
+     */
+    public OperatorDescriptorId getOperatorId();
+
+    /**
+     * Returns the number of inputs into this operator.
+     *
+     * @return Number of inputs.
+     */
+    public int getInputArity();
+
+    /**
+     * Returns the number of outputs out of this operator.
+     *
+     * @return Number of outputs.
+     */
+    public int getOutputArity();
+
+    /**
+     * Gets the output record descriptor
+     *
+     * @return Array of RecordDescriptor, one per output.
+     */
+    public RecordDescriptor[] getOutputRecordDescriptors();
+
+    /**
+     * Contributes the activity graph that describes the behavior of this
+     * operator.
+     *
+     * @param builder
+     *            - graph builder
+     */
+    public void contributeActivities(IActivityGraphBuilder builder);
+
+    /**
+     * Contributes any scheduling constraints imposed by this operator.
+     *
+     * @param constraintAcceptor
+     *            - Constraint Acceptor
+     * @param plan
+     *            - Job Plan
+     */
+    public void contributeSchedulingConstraints(IConstraintAcceptor constraintAcceptor, ICCApplicationContext appCtx);
+
+    /**
+     * Gets the display name.
+     */
+    public String getDisplayName();
+
+    /**
+     * Sets the display name.
+     */
+    public void setDisplayName(String displayName);
+
+    /**
+     * Translates this operator descriptor to JSON.
+     */
+    public JSONObject toJSON() throws JSONException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePullable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePullable.java
new file mode 100644
index 0000000..c6d8f71
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePullable.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+public interface IOperatorNodePullable extends IOpenableDataReader<Object[]> {
+    public void setDataReader(int index, IOpenableDataWriter<Object[]> writer);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePushable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePushable.java
new file mode 100644
index 0000000..f6c201e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/IOperatorNodePushable.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IOperatorNodePushable {
+    public void initialize() throws HyracksDataException;
+
+    public void deinitialize() throws HyracksDataException;
+
+    public int getInputArity();
+
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc)
+            throws HyracksDataException;
+
+    public IFrameWriter getInputFrameWriter(int index);
+
+    public String getDisplayName();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorDescriptorId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorDescriptorId.java
new file mode 100644
index 0000000..19ecec8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorDescriptorId.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class OperatorDescriptorId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private int id;
+
+    public static OperatorDescriptorId create(DataInput dis) throws IOException {
+        OperatorDescriptorId operatorDescriptorId = new OperatorDescriptorId();
+        operatorDescriptorId.readFields(dis);
+        return operatorDescriptorId;
+    }
+
+    private OperatorDescriptorId() {
+
+    }
+
+    public OperatorDescriptorId(int id) {
+        this.id = id;
+    }
+
+    public int getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return id;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof OperatorDescriptorId)) {
+            return false;
+        }
+        return ((OperatorDescriptorId) o).id == id;
+    }
+
+    @Override
+    public String toString() {
+        return "ODID:" + id;
+    }
+
+    public static OperatorDescriptorId parse(String str) {
+        if (str.startsWith("ODID:")) {
+            str = str.substring(5);
+            return new OperatorDescriptorId(Integer.parseInt(str));
+        }
+        throw new IllegalArgumentException("Unable to parse: " + str);
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeInt(id);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        id = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorInstanceId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorInstanceId.java
new file mode 100644
index 0000000..1873119
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/OperatorInstanceId.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.Serializable;
+
+public final class OperatorInstanceId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private OperatorDescriptorId odId;
+    private int partition;
+
+    public OperatorInstanceId(OperatorDescriptorId odId, int partition) {
+        this.odId = odId;
+        this.partition = partition;
+    }
+
+    public OperatorDescriptorId getOperatorId() {
+        return odId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((odId == null) ? 0 : odId.hashCode());
+        result = prime * result + partition;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        OperatorInstanceId other = (OperatorInstanceId) obj;
+        if (odId == null) {
+            if (other.odId != null)
+                return false;
+        } else if (!odId.equals(other.odId))
+            return false;
+        if (partition != other.partition)
+            return false;
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskAttemptId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskAttemptId.java
new file mode 100644
index 0000000..782561b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskAttemptId.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class TaskAttemptId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private TaskId taskId;
+
+    private int attempt;
+
+    public static TaskAttemptId create(DataInput dis) throws IOException {
+        TaskAttemptId taskAttemptId = new TaskAttemptId();
+        taskAttemptId.readFields(dis);
+        return taskAttemptId;
+    }
+
+    private TaskAttemptId() {
+
+    }
+
+    public TaskAttemptId(TaskId taskId, int attempt) {
+        this.taskId = taskId;
+        this.attempt = attempt;
+    }
+
+    public TaskId getTaskId() {
+        return taskId;
+    }
+
+    public int getAttempt() {
+        return attempt;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof TaskAttemptId)) {
+            return false;
+        }
+        TaskAttemptId oTaskId = (TaskAttemptId) o;
+        return oTaskId.attempt == attempt && oTaskId.taskId.equals(taskId);
+    }
+
+    @Override
+    public int hashCode() {
+        return taskId.hashCode() + attempt;
+    }
+
+    @Override
+    public String toString() {
+        return "TAID:" + taskId + ":" + attempt;
+    }
+
+    public static TaskAttemptId parse(String str) {
+        if (str.startsWith("TAID:")) {
+            str = str.substring(5);
+            int idIdx = str.lastIndexOf(':');
+            return new TaskAttemptId(TaskId.parse(str.substring(0, idIdx)), Integer.parseInt(str.substring(idIdx + 1)));
+        }
+        throw new IllegalArgumentException("Unable to parse: " + str);
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        taskId.writeFields(output);
+        output.writeInt(attempt);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        taskId = TaskId.create(input);
+        attempt = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskId.java
new file mode 100644
index 0000000..81397bb
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/TaskId.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class TaskId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private ActivityId activityId;
+
+    private int partition;
+
+    public static TaskId create(DataInput dis) throws IOException {
+        TaskId taskId = new TaskId();
+        taskId.readFields(dis);
+        return taskId;
+    }
+
+    private TaskId() {
+
+    }
+
+    public TaskId(ActivityId activityId, int partition) {
+        this.activityId = activityId;
+        this.partition = partition;
+    }
+
+    public ActivityId getActivityId() {
+        return activityId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof TaskId)) {
+            return false;
+        }
+        TaskId oTaskId = (TaskId) o;
+        return oTaskId.partition == partition && oTaskId.activityId.equals(activityId);
+    }
+
+    @Override
+    public int hashCode() {
+        return activityId.hashCode() + partition;
+    }
+
+    @Override
+    public String toString() {
+        return "TID:" + activityId + ":" + partition;
+    }
+
+    public static TaskId parse(String str) {
+        if (str.startsWith("TID:")) {
+            str = str.substring(4);
+            int idIdx = str.lastIndexOf(':');
+            return new TaskId(ActivityId.parse(str.substring(0, idIdx)), Integer.parseInt(str.substring(idIdx + 1)));
+        }
+        throw new IllegalArgumentException("Unable to parse: " + str);
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        activityId.writeFields(output);
+        output.writeInt(partition);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        activityId = ActivityId.create(input);
+        partition = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/ConnectorPolicyFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/ConnectorPolicyFactory.java
new file mode 100644
index 0000000..3b0e467
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/ConnectorPolicyFactory.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+/**
+ * @author yingyib
+ */
+public class ConnectorPolicyFactory {
+    public static ConnectorPolicyFactory INSTANCE = new ConnectorPolicyFactory();
+
+    private ConnectorPolicyFactory() {
+
+    }
+
+    public IConnectorPolicy getConnectorPolicy(DataInput input) throws IOException {
+        int kind = input.readInt();
+        switch (kind) {
+            case 0:
+                return new PipeliningConnectorPolicy();
+            case 1:
+                return new SendSideMaterializedBlockingConnectorPolicy();
+            case 2:
+                return new SendSideMaterializedPipeliningConnectorPolicy();
+            case 3:
+                return new SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy();
+            case 4:
+                return new SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy();
+            case 5:
+                return new SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy();
+        }
+        return null;
+    }
+
+    public void writeConnectorPolicy(IConnectorPolicy policy, DataOutput output) throws IOException {
+        if (policy instanceof PipeliningConnectorPolicy) {
+            output.writeInt(0);
+        } else if (policy instanceof SendSideMaterializedBlockingConnectorPolicy) {
+            output.writeInt(1);
+        } else if (policy instanceof SendSideMaterializedPipeliningConnectorPolicy) {
+            output.writeInt(2);
+        } else if (policy instanceof SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy) {
+            output.writeInt(3);
+        } else if (policy instanceof SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy) {
+            output.writeInt(4);
+        } else if (policy instanceof SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy) {
+            output.writeInt(5);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicy.java
new file mode 100644
index 0000000..b46ff60
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicy.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+import java.io.Serializable;
+
+public interface IConnectorPolicy extends Serializable {
+    public boolean requiresProducerConsumerCoscheduling();
+
+    public boolean consumerWaitsForProducerToFinish();
+
+    public boolean materializeOnSendSide();
+
+    public boolean materializeOnReceiveSide();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicyAssignmentPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicyAssignmentPolicy.java
new file mode 100644
index 0000000..7a8290a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/IConnectorPolicyAssignmentPolicy.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+
+public interface IConnectorPolicyAssignmentPolicy extends Serializable {
+    public IConnectorPolicy getConnectorPolicyAssignment(IConnectorDescriptor c, int nProducers, int nConsumers,
+            int[] fanouts);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/PipeliningConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/PipeliningConnectorPolicy.java
new file mode 100644
index 0000000..84b1935
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/PipeliningConnectorPolicy.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public final class PipeliningConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return true;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedBlockingConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedBlockingConnectorPolicy.java
new file mode 100644
index 0000000..fe7ad27
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedBlockingConnectorPolicy.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public final class SendSideMaterializedBlockingConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return false;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedPipeliningConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedPipeliningConnectorPolicy.java
new file mode 100644
index 0000000..34c0316
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedPipeliningConnectorPolicy.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public final class SendSideMaterializedPipeliningConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return false;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy.java
new file mode 100644
index 0000000..52fab34
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public final class SendSideMaterializedReceiveSideMaterializedBlockingConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return false;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy.java
new file mode 100644
index 0000000..a1233b3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public final class SendSideMaterializedReceiveSideMaterializedPipeliningConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return false;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return true;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy.java
new file mode 100644
index 0000000..6ed8d78
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/connectors/SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.connectors;
+
+public class SendSidePipeliningReceiveSideMaterializedBlockingConnectorPolicy implements IConnectorPolicy {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public boolean requiresProducerConsumerCoscheduling() {
+        return true;
+    }
+
+    @Override
+    public boolean consumerWaitsForProducerToFinish() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnSendSide() {
+        return false;
+    }
+
+    @Override
+    public boolean materializeOnReceiveSide() {
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/state/IStateObject.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/state/IStateObject.java
new file mode 100644
index 0000000..e8bc822
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/state/IStateObject.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.state;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.job.JobId;
+
+public interface IStateObject {
+    public JobId getJobId();
+
+    public Object getId();
+
+    public long getMemoryOccupancy();
+
+    public void toBytes(DataOutput out) throws IOException;
+
+    public void fromBytes(DataInput in) throws IOException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/BinaryComparatorConstant.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/BinaryComparatorConstant.java
new file mode 100644
index 0000000..de0e3ee
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/BinaryComparatorConstant.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+public final class BinaryComparatorConstant {
+
+    // Result code for isComparable()
+    // TRUE: can be comparable
+    // FALSE: can not be comparable
+    // UNKNOWN: can not be decided whether two arguments are comparable or not - usually NULL
+
+    public static enum ComparableResultCode {
+        TRUE,
+        FALSE,
+        UNKNOWN
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparator.java
new file mode 100644
index 0000000..67126e8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparator.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IBinaryComparator {
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparatorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparatorFactory.java
new file mode 100644
index 0000000..4cfa113
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryComparatorFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface IBinaryComparatorFactory extends Serializable {
+    public IBinaryComparator createBinaryComparator();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunction.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunction.java
new file mode 100644
index 0000000..8205497
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunction.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IBinaryHashFunction {
+    int hash(byte[] bytes, int offset, int length) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..e512416
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface IBinaryHashFunctionFactory extends Serializable {
+    public IBinaryHashFunction createBinaryHashFunction();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFamily.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFamily.java
new file mode 100644
index 0000000..35fea9f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IBinaryHashFunctionFamily.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface IBinaryHashFunctionFamily extends Serializable {
+    public IBinaryHashFunction createBinaryHashFunction(int seed);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparator.java
new file mode 100644
index 0000000..f306c15
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparator.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+public interface IComparator<T> {
+    public int compare(T o1, T o2);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparatorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparatorFactory.java
new file mode 100644
index 0000000..61c4ac3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IComparatorFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface IComparatorFactory<T> extends Serializable {
+    public IComparator<T> createComparator();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunction.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunction.java
new file mode 100644
index 0000000..4ec4c12
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunction.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IHashFunction<T> {
+    public int hash(T o) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunctionFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunctionFactory.java
new file mode 100644
index 0000000..b22dbe7
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IHashFunctionFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface IHashFunctionFactory<T> extends Serializable {
+    public IHashFunction<T> createHashFunction();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparator.java
new file mode 100644
index 0000000..c636810
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparator.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+public interface ILinearizeComparator extends IBinaryComparator {
+    public int getDimensions();
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java
new file mode 100644
index 0000000..e68d2c8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ILinearizeComparatorFactory.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+public interface ILinearizeComparatorFactory extends IBinaryComparatorFactory {
+    public ILinearizeComparator createBinaryComparator();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputer.java
new file mode 100644
index 0000000..2c79a4d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputer.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+public interface INormalizedKeyComputer {
+    public int normalize(byte[] bytes, int start, int length);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputerFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..2b7198b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INormalizedKeyComputerFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface INormalizedKeyComputerFactory extends Serializable {
+    public INormalizedKeyComputer createNormalizedKeyComputer();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriter.java
new file mode 100644
index 0000000..9105146
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriter.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface INullWriter {
+    public void writeNull(DataOutput out) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriterFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriterFactory.java
new file mode 100644
index 0000000..9cd46e5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/INullWriterFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface INullWriterFactory extends Serializable {
+    public INullWriter createNullWriter();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java
new file mode 100644
index 0000000..5fbc1ab
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluator.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+
+/*
+ * Compares two tuples to make sure that records, whose comparison keys are NULL do not pass comparator filter
+ */
+public interface IPredicateEvaluator {
+    public boolean evaluate(IFrameTupleAccessor fta0, int tupId0, IFrameTupleAccessor fta1, int tupId1);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java
new file mode 100644
index 0000000..eb94514
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+/*
+ * Provides PredicateEvaluator for equi-join related operators
+ */
+
+public interface IPredicateEvaluatorFactory extends Serializable {
+    public IPredicateEvaluator createPredicateEvaluator();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java
new file mode 100644
index 0000000..3eefc29
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IPredicateEvaluatorFactoryProvider.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+/*
+ * Provides PredicateEvaluatorFactory based on (equi-join) keys
+ */
+
+public interface IPredicateEvaluatorFactoryProvider extends Serializable {
+    public IPredicateEvaluatorFactory getPredicateEvaluatorFactory(int[] keys0, int[] keys1);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IRecordDescriptorProvider.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IRecordDescriptorProvider.java
new file mode 100644
index 0000000..dcd4eca
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IRecordDescriptorProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+
+public interface IRecordDescriptorProvider {
+    public RecordDescriptor getInputRecordDescriptor(ActivityId aid, int inputIndex);
+
+    public RecordDescriptor getOutputRecordDescriptor(ActivityId aid, int outputIndex);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializer.java
new file mode 100644
index 0000000..cbd808b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializer.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IResultSerializer extends Serializable {
+    /**
+     * Initializes the serializer.
+     */
+    public void init() throws HyracksDataException;
+
+    /**
+     * Method to serialize the result and append it to the provided output stream
+     *
+     * @param tAccess
+     *            - A frame tuple accessor object that contains the original data to be serialized
+     * @param tIdx
+     *            - Index of the tuple that should be serialized.
+     * @return true if the tuple was appended successfully, else false.
+     */
+    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializerFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializerFactory.java
new file mode 100644
index 0000000..f21913c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/IResultSerializerFactory.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.PrintStream;
+import java.io.Serializable;
+
+public interface IResultSerializerFactory extends Serializable {
+    /**
+     * Creates a result serialized appender
+     *
+     * @param printStream
+     *            - A print stream object to which the serialized results will be written.
+     * @return A new instance of result serialized appender.
+     */
+    public IResultSerializer createResultSerializer(RecordDescriptor recordDesc, PrintStream printStream);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ISerializerDeserializer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ISerializerDeserializer.java
new file mode 100644
index 0000000..065e32d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ISerializerDeserializer.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISerializerDeserializer<T> extends Serializable {
+    /**
+     * Deserialization method.
+     *
+     * @param in
+     *            - Stream to read instance from.
+     * @return A new instance of T with data.
+     */
+    public T deserialize(DataInput in) throws HyracksDataException;
+
+    /**
+     * Serialization method.
+     *
+     * @param instance
+     *            - the instance to serialize.
+     * @param out
+     *            - Stream to write data to.
+     */
+    public void serialize(T instance, DataOutput out) throws HyracksDataException;
+
+    /*
+     * TODO: Add a new method:
+     * T deserialize(DataInput in, T mutable)
+     * to provide deserialization without creating objects
+     */
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparator.java
new file mode 100644
index 0000000..80b9f24
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparator.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ITuplePairComparator {
+
+    public int compare(IFrameTupleAccessor outerRef, int outerIndex, IFrameTupleAccessor innerRef, int innerIndex)
+            throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparatorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparatorFactory.java
new file mode 100644
index 0000000..1437087
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePairComparatorFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface ITuplePairComparatorFactory extends Serializable {
+    public ITuplePairComparator createTuplePairComparator(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputer.java
new file mode 100644
index 0000000..0dcc83a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputer.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ITuplePartitionComputer {
+    public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFactory.java
new file mode 100644
index 0000000..cde0057
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface ITuplePartitionComputerFactory extends Serializable {
+    public ITuplePartitionComputer createPartitioner();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFamily.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFamily.java
new file mode 100644
index 0000000..63cfaa4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITuplePartitionComputerFamily.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface ITuplePartitionComputerFamily extends Serializable {
+    public ITuplePartitionComputer createPartitioner(int seed);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITypeTraits.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITypeTraits.java
new file mode 100644
index 0000000..0b2261e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/ITypeTraits.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+public interface ITypeTraits extends Serializable {
+    public boolean isFixedLength();
+
+    public int getFixedLength();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/JSONSerializable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/JSONSerializable.java
new file mode 100644
index 0000000..391b637
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/JSONSerializable.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+public interface JSONSerializable {
+    /**
+     * Returns the JSON representation of the object.
+     *
+     * @return A new JSONObject instance representing this Java object.
+     */
+    public JSONObject toJSON() throws JSONException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/RecordDescriptor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/RecordDescriptor.java
new file mode 100644
index 0000000..2ee4a29
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataflow/value/RecordDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataflow.value;
+
+import java.io.Serializable;
+
+@SuppressWarnings("rawtypes")
+public final class RecordDescriptor implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final ISerializerDeserializer[] fields;
+    private final ITypeTraits[] typeTraits;
+
+    // leaving this constructor for backwards-compatibility
+    public RecordDescriptor(ISerializerDeserializer[] fields) {
+        this.fields = fields;
+        this.typeTraits = null;
+    }
+
+    // temporarily adding constructor to include type traits
+    public RecordDescriptor(ISerializerDeserializer[] fields, ITypeTraits[] typeTraits) {
+        this.fields = fields;
+        this.typeTraits = typeTraits;
+    }
+
+    public int getFieldCount() {
+        return fields.length;
+    }
+
+    public ISerializerDeserializer[] getFields() {
+        return fields;
+    }
+
+    public ITypeTraits[] getTypeTraits() {
+        return typeTraits;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetDirectoryRecord.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetDirectoryRecord.java
new file mode 100644
index 0000000..a50e1ee
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetDirectoryRecord.java
@@ -0,0 +1,104 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+
+public class DatasetDirectoryRecord implements Serializable {
+    public enum Status {
+        IDLE,
+        RUNNING,
+        SUCCESS,
+        FAILED
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private NetworkAddress address;
+
+    private boolean readEOS;
+
+    private Status status;
+
+    private boolean empty;
+
+    public DatasetDirectoryRecord() {
+        this.address = null;
+        this.readEOS = false;
+        this.status = Status.IDLE;
+    }
+
+    public void setNetworkAddress(NetworkAddress address) {
+        this.address = address;
+    }
+
+    public NetworkAddress getNetworkAddress() {
+        return address;
+    }
+
+    public void setEmpty(boolean empty) {
+        this.empty = empty;
+    }
+
+    public boolean getEmpty() {
+        return empty;
+    }
+
+    public void readEOS() {
+        this.readEOS = true;
+    }
+
+    public boolean hasReachedReadEOS() {
+        return readEOS;
+    }
+
+    public void start() {
+        status = Status.RUNNING;
+    }
+
+    public void writeEOS() {
+        status = Status.SUCCESS;
+    }
+
+    public void fail() {
+        status = Status.FAILED;
+    }
+
+    public Status getStatus() {
+        return status;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof DatasetDirectoryRecord)) {
+            return false;
+        }
+        return address.equals(((DatasetDirectoryRecord) o).address);
+    }
+
+    @Override
+    public String toString() {
+        return address.toString() + " " + status + (empty ? " (empty)" : "") + (readEOS ? " (EOS)" : "");
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetJobRecord.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetJobRecord.java
new file mode 100644
index 0000000..34ed65c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/DatasetJobRecord.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import java.util.HashMap;
+import java.util.List;
+
+public class DatasetJobRecord extends HashMap<ResultSetId, ResultSetMetaData> implements IDatasetStateRecord {
+    public enum Status {
+        RUNNING,
+        SUCCESS,
+        FAILED
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private final long timestamp;
+
+    private Status status;
+
+    private List<Exception> exceptions;
+
+    public DatasetJobRecord() {
+        this.timestamp = System.currentTimeMillis();
+        this.status = Status.RUNNING;
+    }
+
+    public void start() {
+        status = Status.RUNNING;
+    }
+
+    public void success() {
+        status = Status.SUCCESS;
+    }
+
+    public void fail() {
+        status = Status.FAILED;
+    }
+
+    public void fail(List<Exception> exceptions) {
+        status = Status.FAILED;
+        this.exceptions = exceptions;
+    }
+
+    public long getTimestamp() {
+        return timestamp;
+    }
+
+    public Status getStatus() {
+        return status;
+    }
+
+    public List<Exception> getExceptions() {
+        return exceptions;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetInputChannelMonitor.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetInputChannelMonitor.java
new file mode 100644
index 0000000..bce321f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetInputChannelMonitor.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+
+public interface IDatasetInputChannelMonitor extends IInputChannelMonitor {
+    public boolean eosReached();
+
+    public boolean failed();
+
+    public int getNFramesAvailable();
+
+    public void notifyFrameRead();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetManager.java
new file mode 100644
index 0000000..a376d53
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetManager.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import java.util.Set;
+
+import org.apache.hyracks.api.job.JobId;
+
+public interface IDatasetManager {
+
+    public Set<JobId> getJobIds();
+
+    public IDatasetStateRecord getState(JobId jobId);
+
+    public void deinitState(JobId jobId);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetPartitionManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetPartitionManager.java
new file mode 100644
index 0000000..fa22d8e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetPartitionManager.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+
+public interface IDatasetPartitionManager extends IDatasetManager {
+    public IFrameWriter createDatasetPartitionWriter(IHyracksTaskContext ctx, ResultSetId rsId, boolean orderedResult,
+            boolean asyncMode, int partition, int nPartitions) throws HyracksException;
+
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, int partition, int nPartitions,
+            boolean orderedResult, boolean emptyResult) throws HyracksException;
+
+    public void reportPartitionWriteCompletion(JobId jobId, ResultSetId resultSetId, int partition)
+            throws HyracksException;
+
+    public void reportPartitionFailure(JobId jobId, ResultSetId resultSetId, int partition) throws HyracksException;
+
+    public void initializeDatasetPartitionReader(JobId jobId, ResultSetId resultSetId, int partition, IFrameWriter noc)
+            throws HyracksException;
+
+    public void removePartition(JobId jobId, ResultSetId resultSetId, int partition);
+
+    public void abortReader(JobId jobId);
+
+    public IWorkspaceFileFactory getFileFactory();
+
+    public void close();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetStateRecord.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetStateRecord.java
new file mode 100644
index 0000000..d18e6cf
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IDatasetStateRecord.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+public interface IDatasetStateRecord {
+    public long getTimestamp();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDataset.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDataset.java
new file mode 100644
index 0000000..0fa5c75
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDataset.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+
+public interface IHyracksDataset {
+    public IHyracksDatasetReader createReader(JobId jobId, ResultSetId resultSetId) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java
new file mode 100644
index 0000000..200f5e5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceConnection.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.job.JobId;
+
+public interface IHyracksDatasetDirectoryServiceConnection {
+    /**
+     * Gets the result status for the given result set.
+     *
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @return {@link Status}
+     * @throws Exception
+     */
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception;
+
+    /**
+     * Gets the IP Addresses and ports for the partition generating the result for each location.
+     *
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @param knownRecords
+     *            Locations that are already known to the client
+     * @return {@link NetworkAddress[]}
+     * @throws Exception
+     */
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java
new file mode 100644
index 0000000..56c0af9
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetDirectoryServiceInterface.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.job.JobId;
+
+public interface IHyracksDatasetDirectoryServiceInterface {
+    /**
+     * Gets the result status for the given result set.
+     *
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @return {@link Status}
+     * @throws Exception
+     */
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception;
+
+    /**
+     * Gets the IP Addresses and ports for the partition generating the result for each location.
+     *
+     * @param jobId
+     *            ID of the job
+     * @param rsId
+     *            ID of the result set
+     * @param knownRecords
+     *            Locations from the dataset directory that are already known to the client
+     * @return {@link NetworkAddress[]}
+     * @throws Exception
+     */
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetReader.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetReader.java
new file mode 100644
index 0000000..858faaa
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/IHyracksDatasetReader.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IHyracksDatasetReader {
+    public Status getResultStatus();
+
+    public int read(IFrame frame) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetId.java
new file mode 100644
index 0000000..1e21e19
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetId.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+import java.io.Serializable;
+
+public class ResultSetId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final long id;
+
+    public ResultSetId(long id) {
+        this.id = id;
+    }
+
+    public long getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return (int) id;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof ResultSetId)) {
+            return false;
+        }
+        return ((ResultSetId) o).id == id;
+    }
+
+    @Override
+    public String toString() {
+        return "RSID:" + id;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetMetaData.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetMetaData.java
new file mode 100644
index 0000000..2285981
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/dataset/ResultSetMetaData.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.dataset;
+
+public class ResultSetMetaData {
+    private final boolean ordered;
+
+    private final DatasetDirectoryRecord[] records;
+
+    public ResultSetMetaData(boolean ordered, DatasetDirectoryRecord[] records) {
+        this.ordered = ordered;
+        this.records = records;
+    }
+
+    public boolean getOrderedResult() {
+        return ordered;
+    }
+
+    public DatasetDirectoryRecord[] getRecords() {
+        return records;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/deployment/DeploymentId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/deployment/DeploymentId.java
new file mode 100644
index 0000000..2e32a70
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/deployment/DeploymentId.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.deployment;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+/**
+ * The representation of a deployment id
+ *
+ * @author yingyib
+ */
+public class DeploymentId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private String deploymentKey;
+
+    public static DeploymentId create(DataInput dis) throws IOException {
+        DeploymentId deploymentId = new DeploymentId();
+        deploymentId.readFields(dis);
+        return deploymentId;
+    }
+
+    private DeploymentId() {
+
+    }
+
+    public DeploymentId(String deploymentKey) {
+        this.deploymentKey = deploymentKey;
+    }
+
+    public int hashCode() {
+        return deploymentKey.hashCode();
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof DeploymentId)) {
+            return false;
+        }
+        return ((DeploymentId) o).deploymentKey.equals(deploymentKey);
+    }
+
+    @Override
+    public String toString() {
+        return deploymentKey;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeUTF(deploymentKey);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        deploymentKey = input.readUTF();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java
new file mode 100644
index 0000000..eaf8df9
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksDataException.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.exceptions;
+
+public class HyracksDataException extends HyracksException {
+    private static final long serialVersionUID = 1L;
+
+    private String nodeId;
+
+    public HyracksDataException() {
+    }
+
+    public HyracksDataException(String message) {
+        super(message);
+    }
+
+    public HyracksDataException(Throwable cause) {
+        super(cause);
+    }
+
+    public HyracksDataException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public void setNodeId(String nodeId) {
+        this.nodeId = nodeId;
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksException.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksException.java
new file mode 100644
index 0000000..e939d26
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/exceptions/HyracksException.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.exceptions;
+
+import java.io.IOException;
+
+public class HyracksException extends IOException {
+    private static final long serialVersionUID = 1L;
+
+    public HyracksException() {
+    }
+
+    public HyracksException(String message) {
+        super(message);
+    }
+
+    public HyracksException(Throwable cause) {
+        super(cause);
+    }
+
+    public HyracksException(String message, Throwable cause) {
+        super(message, cause);
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/FileReference.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/FileReference.java
new file mode 100644
index 0000000..8893adb
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/FileReference.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import java.io.File;
+import java.io.Serializable;
+
+public final class FileReference implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final File file;
+    private final IODeviceHandle dev;
+
+    public FileReference(IODeviceHandle dev, String devRelPath) {
+        file = new File(dev.getPath(), devRelPath);
+        this.dev = dev;
+    }
+
+    public FileReference(File file) {
+        this.file = file;
+        this.dev = null;
+    }
+
+    public File getFile() {
+        return file;
+    }
+
+    public IODeviceHandle getDeviceHandle() {
+        return dev;
+    }
+
+    @Override
+    public String toString() {
+        return file.getAbsolutePath();
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (!(o instanceof FileReference)) {
+            return false;
+        }
+        return file.equals(((FileReference) o).file);
+    }
+
+    @Override
+    public int hashCode() {
+        return file.hashCode();
+    }
+
+    public void delete() {
+        file.delete();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IFileHandle.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IFileHandle.java
new file mode 100644
index 0000000..a24c667
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IFileHandle.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+/**
+ * IFileHandle is an interface that exists only for Java compilers to perform static typing
+ * when handling file handle objects. Users must not implement this interface.
+ */
+public interface IFileHandle {
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOFuture.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOFuture.java
new file mode 100644
index 0000000..3de2ca1
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOFuture.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IIOFuture {
+    public int synchronize() throws HyracksDataException, InterruptedException;
+
+    public boolean isComplete();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOManager.java
new file mode 100644
index 0000000..47eac7e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IIOManager.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+import java.util.concurrent.Executor;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IIOManager {
+    public enum FileReadWriteMode {
+        READ_ONLY,
+        READ_WRITE
+    }
+
+    public enum FileSyncMode {
+        METADATA_SYNC_DATA_SYNC,
+        METADATA_ASYNC_DATA_SYNC,
+        METADATA_ASYNC_DATA_ASYNC
+    }
+
+    public List<IODeviceHandle> getIODevices();
+
+    public IFileHandle open(FileReference fileRef, FileReadWriteMode rwMode, FileSyncMode syncMode)
+            throws HyracksDataException;
+
+    public int syncWrite(IFileHandle fHandle, long offset, ByteBuffer data) throws HyracksDataException;
+
+    public int syncRead(IFileHandle fHandle, long offset, ByteBuffer data) throws HyracksDataException;
+
+    public IIOFuture asyncWrite(IFileHandle fHandle, long offset, ByteBuffer data);
+
+    public IIOFuture asyncRead(IFileHandle fHandle, long offset, ByteBuffer data);
+
+    public void close(IFileHandle fHandle) throws HyracksDataException;
+
+    public void sync(IFileHandle fileHandle, boolean metadata) throws HyracksDataException;
+
+    public void setExecutor(Executor executor);
+
+    public long getSize(IFileHandle fileHandle);
+
+    public void deleteWorkspaceFiles();
+
+    /**
+     * @param ioDeviceId
+     * @param relativePath
+     * @return A file reference based on the mounting point of {@code ioDeviceId} and the passed {@code relativePath}
+     */
+    public FileReference getAbsoluteFileRef(int ioDeviceId, String relativePath);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IODeviceHandle.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IODeviceHandle.java
new file mode 100644
index 0000000..1fcff90
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IODeviceHandle.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import java.io.File;
+import java.io.Serializable;
+
+public class IODeviceHandle implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final File path;
+
+    private final String workAreaPath;
+
+    public IODeviceHandle(File path, String workAreaPath) {
+        this.path = path;
+        workAreaPath = workAreaPath.trim();
+        if (workAreaPath.endsWith(File.separator)) {
+            workAreaPath = workAreaPath.substring(0, workAreaPath.length() - 1);
+        }
+        this.workAreaPath = workAreaPath;
+    }
+
+    public File getPath() {
+        return path;
+    }
+
+    public String getWorkAreaPath() {
+        return workAreaPath;
+    }
+
+    public FileReference createFileReference(String relPath) {
+        return new FileReference(this, relPath);
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWorkspaceFileFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWorkspaceFileFactory.java
new file mode 100644
index 0000000..9a35bb8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWorkspaceFileFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IWorkspaceFileFactory {
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException;
+
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWritable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWritable.java
new file mode 100644
index 0000000..f22fb7c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/io/IWritable.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.io;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+/**
+ * @author yingyib
+ */
+public interface IWritable {
+
+    public void writeFields(DataOutput output) throws IOException;
+
+    public void readFields(DataInput input) throws IOException;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityCluster.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityCluster.java
new file mode 100644
index 0000000..cefdd7d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityCluster.java
@@ -0,0 +1,236 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.tuple.Pair;
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class ActivityCluster implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final ActivityClusterGraph acg;
+
+    private final ActivityClusterId id;
+
+    private final List<IActivity> roots;
+
+    private final Map<ActivityId, IActivity> activities;
+
+    private final Map<ConnectorDescriptorId, IConnectorDescriptor> connectors;
+
+    private final Map<ConnectorDescriptorId, RecordDescriptor> connectorRecordDescriptorMap;
+
+    private final Map<ActivityId, List<IConnectorDescriptor>> activityInputMap;
+
+    private final Map<ActivityId, List<IConnectorDescriptor>> activityOutputMap;
+
+    private final Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> connectorActivityMap;
+
+    private final Map<ActivityId, Set<ActivityId>> blocked2blockerMap;
+
+    private final List<ActivityCluster> dependencies;
+
+    private IConnectorPolicyAssignmentPolicy cpap;
+
+    public ActivityCluster(ActivityClusterGraph acg, ActivityClusterId id) {
+        this.acg = acg;
+        this.id = id;
+        roots = new ArrayList<IActivity>();
+        activities = new HashMap<ActivityId, IActivity>();
+        connectors = new HashMap<ConnectorDescriptorId, IConnectorDescriptor>();
+        connectorRecordDescriptorMap = new HashMap<ConnectorDescriptorId, RecordDescriptor>();
+        activityInputMap = new HashMap<ActivityId, List<IConnectorDescriptor>>();
+        activityOutputMap = new HashMap<ActivityId, List<IConnectorDescriptor>>();
+        connectorActivityMap = new HashMap<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>();
+        blocked2blockerMap = new HashMap<ActivityId, Set<ActivityId>>();
+        dependencies = new ArrayList<ActivityCluster>();
+    }
+
+    public ActivityClusterGraph getActivityClusterGraph() {
+        return acg;
+    }
+
+    public ActivityClusterId getId() {
+        return id;
+    }
+
+    public void addRoot(IActivity activity) {
+        roots.add(activity);
+    }
+
+    public void addActivity(IActivity activity) {
+        activities.put(activity.getActivityId(), activity);
+    }
+
+    public void addConnector(IConnectorDescriptor connector) {
+        connectors.put(connector.getConnectorId(), connector);
+    }
+
+    public void connect(IConnectorDescriptor connector, IActivity producerActivity, int producerPort,
+            IActivity consumerActivity, int consumerPort, RecordDescriptor recordDescriptor) {
+        if (!activities.containsKey(producerActivity.getActivityId())
+                || !activities.containsKey(consumerActivity.getActivityId())) {
+            throw new IllegalStateException("Connected Activities belong to different Activity Clusters: "
+                    + producerActivity.getActivityId() + " and " + consumerActivity.getActivityId());
+        }
+        insertIntoIndexedMap(activityInputMap, consumerActivity.getActivityId(), consumerPort, connector);
+        insertIntoIndexedMap(activityOutputMap, producerActivity.getActivityId(), producerPort, connector);
+        connectorActivityMap.put(
+                connector.getConnectorId(),
+                Pair.<Pair<IActivity, Integer>, Pair<IActivity, Integer>> of(
+                        Pair.<IActivity, Integer> of(producerActivity, producerPort),
+                        Pair.<IActivity, Integer> of(consumerActivity, consumerPort)));
+        connectorRecordDescriptorMap.put(connector.getConnectorId(), recordDescriptor);
+    }
+
+    public List<IActivity> getRoots() {
+        return roots;
+    }
+
+    public Map<ActivityId, IActivity> getActivityMap() {
+        return activities;
+    }
+
+    public Map<ConnectorDescriptorId, IConnectorDescriptor> getConnectorMap() {
+        return connectors;
+    }
+
+    public Map<ConnectorDescriptorId, RecordDescriptor> getConnectorRecordDescriptorMap() {
+        return connectorRecordDescriptorMap;
+    }
+
+    public Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> getConnectorActivityMap() {
+        return connectorActivityMap;
+    }
+
+    public Map<ActivityId, List<IConnectorDescriptor>> getActivityInputMap() {
+        return activityInputMap;
+    }
+
+    public Map<ActivityId, List<IConnectorDescriptor>> getActivityOutputMap() {
+        return activityOutputMap;
+    }
+
+    public ActivityId getConsumerActivity(ConnectorDescriptorId cdId) {
+        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> connEdge = connectorActivityMap.get(cdId);
+        return connEdge.getRight().getLeft().getActivityId();
+    }
+
+    public ActivityId getProducerActivity(ConnectorDescriptorId cdId) {
+        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> connEdge = connectorActivityMap.get(cdId);
+        return connEdge.getLeft().getLeft().getActivityId();
+    }
+
+    public Map<ActivityId, Set<ActivityId>> getBlocked2BlockerMap() {
+        return blocked2blockerMap;
+    }
+
+    public List<ActivityCluster> getDependencies() {
+        return dependencies;
+    }
+
+    public IConnectorPolicyAssignmentPolicy getConnectorPolicyAssignmentPolicy() {
+        return cpap;
+    }
+
+    public void setConnectorPolicyAssignmentPolicy(IConnectorPolicyAssignmentPolicy cpap) {
+        this.cpap = cpap;
+    }
+
+    private <T> void extend(List<T> list, int index) {
+        int n = list.size();
+        for (int i = n; i <= index; ++i) {
+            list.add(null);
+        }
+    }
+
+    private <K, V> void insertIntoIndexedMap(Map<K, List<V>> map, K key, int index, V value) {
+        List<V> vList = map.get(key);
+        if (vList == null) {
+            vList = new ArrayList<V>();
+            map.put(key, vList);
+        }
+        extend(vList, index);
+        vList.set(index, value);
+    }
+
+    public JSONObject toJSON() throws JSONException {
+        JSONObject jac = new JSONObject();
+
+        JSONArray jans = new JSONArray();
+        for (IActivity an : activities.values()) {
+            JSONObject jan = new JSONObject();
+            jan.put("id", an.getActivityId().toString());
+            jan.put("java-class", an.getClass().getName());
+
+            List<IConnectorDescriptor> inputs = activityInputMap.get(an.getActivityId());
+            if (inputs != null) {
+                JSONArray jInputs = new JSONArray();
+                for (int i = 0; i < inputs.size(); ++i) {
+                    JSONObject jInput = new JSONObject();
+                    jInput.put("input-port", i);
+                    jInput.put("connector-id", inputs.get(i).getConnectorId().toString());
+                    jInputs.put(jInput);
+                }
+                jan.put("inputs", jInputs);
+            }
+
+            List<IConnectorDescriptor> outputs = activityOutputMap.get(an.getActivityId());
+            if (outputs != null) {
+                JSONArray jOutputs = new JSONArray();
+                for (int i = 0; i < outputs.size(); ++i) {
+                    JSONObject jOutput = new JSONObject();
+                    jOutput.put("output-port", i);
+                    jOutput.put("connector-id", outputs.get(i).getConnectorId().toString());
+                    jOutputs.put(jOutput);
+                }
+                jan.put("outputs", jOutputs);
+            }
+
+            Set<ActivityId> blockers = getBlocked2BlockerMap().get(an.getActivityId());
+            if (blockers != null) {
+                JSONArray jDeps = new JSONArray();
+                for (ActivityId blocker : blockers) {
+                    jDeps.put(blocker.toString());
+                }
+                jan.put("depends-on", jDeps);
+            }
+            jans.put(jan);
+        }
+        jac.put("activities", jans);
+
+        return jac;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterGraph.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterGraph.java
new file mode 100644
index 0000000..7df619d
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterGraph.java
@@ -0,0 +1,176 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+
+public class ActivityClusterGraph implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private int version;
+
+    private final Map<ActivityClusterId, ActivityCluster> activityClusterMap;
+
+    private final Map<ActivityId, ActivityCluster> activityMap;
+
+    private final Map<ConnectorDescriptorId, ActivityCluster> connectorMap;
+
+    private int frameSize;
+
+    private int maxReattempts;
+
+    private IJobletEventListenerFactory jobletEventListenerFactory;
+
+    private IGlobalJobDataFactory globalJobDataFactory;
+
+    private IConnectorPolicyAssignmentPolicy connectorPolicyAssignmentPolicy;
+
+    private boolean useConnectorPolicyForScheduling;
+
+    private boolean reportTaskDetails;
+
+    public ActivityClusterGraph() {
+        version = 0;
+        activityClusterMap = new HashMap<ActivityClusterId, ActivityCluster>();
+        activityMap = new HashMap<ActivityId, ActivityCluster>();
+        connectorMap = new HashMap<ConnectorDescriptorId, ActivityCluster>();
+        frameSize = 32768;
+        reportTaskDetails = true;
+    }
+
+    public Map<ActivityId, ActivityCluster> getActivityMap() {
+        return activityMap;
+    }
+
+    public Map<ConnectorDescriptorId, ActivityCluster> getConnectorMap() {
+        return connectorMap;
+    }
+
+    public Map<ActivityClusterId, ActivityCluster> getActivityClusterMap() {
+        return activityClusterMap;
+    }
+
+    public void addActivityClusters(Collection<ActivityCluster> newActivityClusters) {
+        for (ActivityCluster ac : newActivityClusters) {
+            activityClusterMap.put(ac.getId(), ac);
+            for (ActivityId aid : ac.getActivityMap().keySet()) {
+                activityMap.put(aid, ac);
+            }
+            for (ConnectorDescriptorId cid : ac.getConnectorMap().keySet()) {
+                connectorMap.put(cid, ac);
+            }
+        }
+        ++version;
+    }
+
+    public int getVersion() {
+        return version;
+    }
+
+    public void setFrameSize(int frameSize) {
+        this.frameSize = frameSize;
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public void setMaxReattempts(int maxReattempts) {
+        this.maxReattempts = maxReattempts;
+    }
+
+    public int getMaxReattempts() {
+        return maxReattempts;
+    }
+
+    public IJobletEventListenerFactory getJobletEventListenerFactory() {
+        return jobletEventListenerFactory;
+    }
+
+    public void setJobletEventListenerFactory(IJobletEventListenerFactory jobletEventListenerFactory) {
+        this.jobletEventListenerFactory = jobletEventListenerFactory;
+    }
+
+    public IGlobalJobDataFactory getGlobalJobDataFactory() {
+        return globalJobDataFactory;
+    }
+
+    public void setGlobalJobDataFactory(IGlobalJobDataFactory globalJobDataFactory) {
+        this.globalJobDataFactory = globalJobDataFactory;
+    }
+
+    public IConnectorPolicyAssignmentPolicy getConnectorPolicyAssignmentPolicy() {
+        return connectorPolicyAssignmentPolicy;
+    }
+
+    public void setConnectorPolicyAssignmentPolicy(IConnectorPolicyAssignmentPolicy connectorPolicyAssignmentPolicy) {
+        this.connectorPolicyAssignmentPolicy = connectorPolicyAssignmentPolicy;
+    }
+
+    public boolean isUseConnectorPolicyForScheduling() {
+        return useConnectorPolicyForScheduling;
+    }
+
+    public void setUseConnectorPolicyForScheduling(boolean useConnectorPolicyForScheduling) {
+        this.useConnectorPolicyForScheduling = useConnectorPolicyForScheduling;
+    }
+
+    public boolean isReportTaskDetails() {
+        return reportTaskDetails;
+    }
+
+    public void setReportTaskDetails(boolean reportTaskDetails) {
+        this.reportTaskDetails = reportTaskDetails;
+    }
+
+    public List<IConnectorDescriptor> getActivityInputs(ActivityId activityId) {
+        ActivityCluster ac = activityMap.get(activityId);
+        return ac.getActivityInputMap().get(activityId);
+    }
+
+    public ActivityId getProducerActivity(ConnectorDescriptorId cid) {
+        ActivityCluster ac = connectorMap.get(cid);
+        return ac.getProducerActivity(cid);
+    }
+
+    public JSONObject toJSON() throws JSONException {
+        JSONObject acgj = new JSONObject();
+
+        JSONArray acl = new JSONArray();
+        for (ActivityCluster ac : activityClusterMap.values()) {
+            acl.put(ac.toJSON());
+        }
+        acgj.put("version", version);
+        acgj.put("activity-clusters", acl);
+        return acgj;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterId.java
new file mode 100644
index 0000000..e0c5279
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/ActivityClusterId.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+
+public final class ActivityClusterId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final JobId jobId;
+
+    private final int id;
+
+    public ActivityClusterId(JobId jobId, int id) {
+        this.jobId = jobId;
+        this.id = id;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public int getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + id;
+        result = prime * result + ((jobId == null) ? 0 : jobId.hashCode());
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj) {
+            return true;
+        }
+        if (obj == null) {
+            return false;
+        }
+        if (getClass() != obj.getClass()) {
+            return false;
+        }
+        ActivityClusterId other = (ActivityClusterId) obj;
+        if (id != other.id) {
+            return false;
+        }
+        if (jobId == null) {
+            if (other.jobId != null) {
+                return false;
+            }
+        } else if (!jobId.equals(other.jobId)) {
+            return false;
+        }
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return "ACID:" + jobId + ":" + id;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGenerator.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGenerator.java
new file mode 100644
index 0000000..219fc81
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGenerator.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.util.Set;
+
+import org.apache.hyracks.api.constraints.Constraint;
+
+public interface IActivityClusterGraphGenerator {
+    public Set<Constraint> getConstraints();
+
+    public ActivityClusterGraph initialize();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java
new file mode 100644
index 0000000..7d02155
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IActivityClusterGraphGeneratorFactory.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+public interface IActivityClusterGraphGeneratorFactory extends Serializable {
+    public IActivityClusterGraphGenerator createActivityClusterGraphGenerator(JobId jobId,
+            ICCApplicationContext ccAppCtx, EnumSet<JobFlag> jobFlags) throws HyracksException;
+
+    public JobSpecification getJobSpecification();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IConnectorDescriptorRegistry.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IConnectorDescriptorRegistry.java
new file mode 100644
index 0000000..cd84802
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IConnectorDescriptorRegistry.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+
+public interface IConnectorDescriptorRegistry {
+    public ConnectorDescriptorId createConnectorDescriptor(IConnectorDescriptor conn);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IGlobalJobDataFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IGlobalJobDataFactory.java
new file mode 100644
index 0000000..ccb6c69
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IGlobalJobDataFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+
+public interface IGlobalJobDataFactory extends Serializable {
+    public Object createGlobalJobData(IHyracksJobletContext ctx);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobLifecycleListener.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobLifecycleListener.java
new file mode 100644
index 0000000..cca4a13
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobLifecycleListener.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+public interface IJobLifecycleListener {
+    public void notifyJobCreation(JobId jobId, IActivityClusterGraphGeneratorFactory acggf) throws HyracksException;
+
+    public void notifyJobStart(JobId jobId) throws HyracksException;
+
+    public void notifyJobFinish(JobId jobId) throws HyracksException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializer.java
new file mode 100644
index 0000000..f943a4e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializer.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.net.URL;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+/**
+ * The serializer/deserializer/classloader interface for job/task information such as job specifications, activity graphs and so on.
+ *
+ * @author yingyib
+ */
+public interface IJobSerializerDeserializer {
+
+    /**
+     * Deserialize the bytes to an object
+     *
+     * @param bytes
+     *            the binary content of an object
+     * @return the deserialized object
+     * @throws HyracksException
+     */
+    public Object deserialize(byte[] bytes) throws HyracksException;
+
+    /**
+     * Serialize a object into bytes
+     *
+     * @param object
+     *            a Serializable Java object
+     * @return
+     *         the byte array which contains the binary content of the input object
+     * @throws HyracksException
+     */
+    public byte[] serialize(Serializable object) throws HyracksException;
+
+    /**
+     * Load a class by its name
+     *
+     * @param className
+     *            the name of the class
+     * @return
+     * @throws HyracksException
+     */
+    public Class<?> loadClass(String className) throws HyracksException;
+
+    /**
+     * @param binaryURLs
+     * @throws HyracksException
+     */
+    public void addClassPathURLs(List<URL> binaryURLs) throws HyracksException;
+
+    public ClassLoader getClassLoader() throws HyracksException;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializerContainer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializerContainer.java
new file mode 100644
index 0000000..e63c18b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobSerializerDeserializerContainer.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.job;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+
+public interface IJobSerializerDeserializerContainer {
+
+    /**
+     * Get the IJobSerializerDeserializer implementation instance for a specific deployment id
+     *
+     * @param deploymentId
+     * @return
+     */
+    public IJobSerializerDeserializer getJobSerializerDeserializer(DeploymentId deploymentId);
+
+    /**
+     * Add a deployment with the job serializer deserializer
+     *
+     * @param deploymentId
+     * @param jobSerDe
+     */
+    public void addJobSerializerDeserializer(DeploymentId deploymentId, IJobSerializerDeserializer jobSerDe);
+
+    /**
+     * Remove a deployment
+     *
+     * @param deploymentId
+     */
+    public void removeJobSerializerDeserializer(DeploymentId deploymentId);
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListener.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListener.java
new file mode 100644
index 0000000..df829b1
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListener.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+public interface IJobletEventListener {
+    public void jobletStart();
+
+    public void jobletFinish(JobStatus status);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListenerFactory.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListenerFactory.java
new file mode 100644
index 0000000..d523cccc
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IJobletEventListenerFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+
+public interface IJobletEventListenerFactory extends Serializable {
+    public IJobletEventListener createListener(IHyracksJobletContext ctx);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorDescriptorRegistry.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorDescriptorRegistry.java
new file mode 100644
index 0000000..4c93d3a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorDescriptorRegistry.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+
+public interface IOperatorDescriptorRegistry {
+    public OperatorDescriptorId createOperatorDescriptorId(IOperatorDescriptor op);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorEnvironment.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorEnvironment.java
new file mode 100644
index 0000000..fec6c02
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/IOperatorEnvironment.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+
+public interface IOperatorEnvironment {
+    public void setStateObject(IStateObject taskState);
+
+    public IStateObject getStateObject(Object id);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobActivityGraph.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobActivityGraph.java
new file mode 100644
index 0000000..de2759c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobActivityGraph.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+
+public class JobActivityGraph implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final Map<ActivityId, IActivity> activityMap;
+
+    private final Map<ConnectorDescriptorId, IConnectorDescriptor> connectorMap;
+
+    private final Map<ConnectorDescriptorId, RecordDescriptor> connectorRecordDescriptorMap;
+
+    private final Map<ActivityId, List<IConnectorDescriptor>> activityInputMap;
+
+    private final Map<ActivityId, List<IConnectorDescriptor>> activityOutputMap;
+
+    private final Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> connectorActivityMap;
+
+    private final Map<ActivityId, Set<ActivityId>> blocked2blockerMap;
+
+    public JobActivityGraph() {
+        activityMap = new HashMap<ActivityId, IActivity>();
+        connectorMap = new HashMap<ConnectorDescriptorId, IConnectorDescriptor>();
+        connectorRecordDescriptorMap = new HashMap<ConnectorDescriptorId, RecordDescriptor>();
+        activityInputMap = new HashMap<ActivityId, List<IConnectorDescriptor>>();
+        activityOutputMap = new HashMap<ActivityId, List<IConnectorDescriptor>>();
+        connectorActivityMap = new HashMap<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>();
+        blocked2blockerMap = new HashMap<ActivityId, Set<ActivityId>>();
+    }
+
+    public Map<ActivityId, IActivity> getActivityMap() {
+        return activityMap;
+    }
+
+    public Map<ConnectorDescriptorId, IConnectorDescriptor> getConnectorMap() {
+        return connectorMap;
+    }
+
+    public Map<ConnectorDescriptorId, RecordDescriptor> getConnectorRecordDescriptorMap() {
+        return connectorRecordDescriptorMap;
+    }
+
+    public Map<ActivityId, Set<ActivityId>> getBlocked2BlockerMap() {
+        return blocked2blockerMap;
+    }
+
+    public Map<ActivityId, List<IConnectorDescriptor>> getActivityInputMap() {
+        return activityInputMap;
+    }
+
+    public Map<ActivityId, List<IConnectorDescriptor>> getActivityOutputMap() {
+        return activityOutputMap;
+    }
+
+    public Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> getConnectorActivityMap() {
+        return connectorActivityMap;
+    }
+
+    public ActivityId getConsumerActivity(ConnectorDescriptorId cdId) {
+        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> connEdge = connectorActivityMap.get(cdId);
+        return connEdge.getRight().getLeft().getActivityId();
+    }
+
+    public ActivityId getProducerActivity(ConnectorDescriptorId cdId) {
+        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> connEdge = connectorActivityMap.get(cdId);
+        return connEdge.getLeft().getLeft().getActivityId();
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder buffer = new StringBuilder();
+        buffer.append("ActivityNodes: " + activityMap);
+        buffer.append('\n');
+        buffer.append("Blocker->Blocked: " + blocked2blockerMap);
+        buffer.append('\n');
+        return buffer.toString();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobFlag.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobFlag.java
new file mode 100644
index 0000000..a33c6c9a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobFlag.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+public enum JobFlag {
+    PROFILE_RUNTIME
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobId.java
new file mode 100644
index 0000000..1ce4f23
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobId.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public final class JobId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+    private long id;
+
+    public static JobId create(DataInput dis) throws IOException {
+        JobId jobId = new JobId();
+        jobId.readFields(dis);
+        return jobId;
+    }
+
+    private JobId() {
+
+    }
+
+    public JobId(long id) {
+        this.id = id;
+    }
+
+    public long getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        return (int) id;
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == this) {
+            return true;
+        }
+        if (!(o instanceof JobId)) {
+            return false;
+        }
+        return ((JobId) o).id == id;
+    }
+
+    @Override
+    public String toString() {
+        return "JID:" + id;
+    }
+
+    public static JobId parse(String str) {
+        if (str.startsWith("JID:")) {
+            str = str.substring(4);
+            return new JobId(Long.parseLong(str));
+        }
+        throw new IllegalArgumentException();
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeLong(id);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        id = input.readLong();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobInfo.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobInfo.java
new file mode 100644
index 0000000..713219e
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobInfo.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+
+public class JobInfo implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private final JobId jobId;
+
+    private final JobStatus status;
+
+    private final Map<OperatorDescriptorId, Map<Integer, String>> operatorLocations;
+
+    public JobInfo(JobId jobId, JobStatus jobStatus, Map<OperatorDescriptorId, Map<Integer, String>> operatorLocations) {
+        this.jobId = jobId;
+        this.operatorLocations = operatorLocations;
+        this.status = jobStatus;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public JobStatus getStatus() {
+        return status;
+    }
+
+    public Map<OperatorDescriptorId, Map<Integer, String>> getOperatorLocations() {
+        return operatorLocations;
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializer.java
new file mode 100644
index 0000000..930d913
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializer.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.net.URL;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+
+public class JobSerializerDeserializer implements IJobSerializerDeserializer {
+
+    @Override
+    public Object deserialize(byte[] jsBytes) throws HyracksException {
+        try {
+            return JavaSerializationUtils.deserialize(jsBytes);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public byte[] serialize(Serializable obj) throws HyracksException {
+        try {
+            return JavaSerializationUtils.serialize(obj);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void addClassPathURLs(List<URL> binaryURLs) {
+        throw new UnsupportedOperationException("Not supported by " + this.getClass().getName());
+    }
+
+    @Override
+    public Class<?> loadClass(String className) throws HyracksException {
+        try {
+            return this.getClass().getClassLoader().loadClass(className);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public ClassLoader getClassLoader() throws HyracksException {
+        return this.getClass().getClassLoader();
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializerContainer.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializerContainer.java
new file mode 100644
index 0000000..d8c9a9c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSerializerDeserializerContainer.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.job;
+
+import java.util.Map;
+import java.util.concurrent.ConcurrentHashMap;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+
+public class JobSerializerDeserializerContainer implements IJobSerializerDeserializerContainer {
+
+    private IJobSerializerDeserializer defaultJobSerDe = new JobSerializerDeserializer();
+    private Map<DeploymentId, IJobSerializerDeserializer> jobSerializerDeserializerMap = new ConcurrentHashMap<DeploymentId, IJobSerializerDeserializer>();
+
+    @Override
+    public synchronized IJobSerializerDeserializer getJobSerializerDeserializer(DeploymentId deploymentId) {
+        if (deploymentId == null) {
+            return defaultJobSerDe;
+        }
+        IJobSerializerDeserializer jobSerDe = jobSerializerDeserializerMap.get(deploymentId);
+        return jobSerDe;
+    }
+
+    @Override
+    public synchronized void addJobSerializerDeserializer(DeploymentId deploymentId, IJobSerializerDeserializer jobSerDe) {
+        jobSerializerDeserializerMap.put(deploymentId, jobSerDe);
+    }
+
+    @Override
+    public synchronized void removeJobSerializerDeserializer(DeploymentId deploymentId) {
+        jobSerializerDeserializerMap.remove(deploymentId);
+    }
+
+    @Override
+    public String toString() {
+        return jobSerializerDeserializerMap.toString();
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSpecification.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSpecification.java
new file mode 100644
index 0000000..5165a62
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobSpecification.java
@@ -0,0 +1,413 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.commons.lang3.tuple.Pair;
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.constraints.Constraint;
+import org.apache.hyracks.api.constraints.expressions.ConstantExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionCountExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionLocationExpression;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+
+public class JobSpecification implements Serializable, IOperatorDescriptorRegistry, IConnectorDescriptorRegistry {
+    private static final long serialVersionUID = 1L;
+
+    private static final int DEFAULT_FRAME_SIZE = 32768;
+
+    private final List<OperatorDescriptorId> roots;
+
+    private final List<ResultSetId> resultSetIds;
+
+    private final Map<OperatorDescriptorId, IOperatorDescriptor> opMap;
+
+    private final Map<ConnectorDescriptorId, IConnectorDescriptor> connMap;
+
+    private final Map<OperatorDescriptorId, List<IConnectorDescriptor>> opInputMap;
+
+    private final Map<OperatorDescriptorId, List<IConnectorDescriptor>> opOutputMap;
+
+    private final Map<ConnectorDescriptorId, Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>>> connectorOpMap;
+
+    private final Map<String, Serializable> properties;
+
+    private final Set<Constraint> userConstraints;
+
+    private IConnectorPolicyAssignmentPolicy connectorPolicyAssignmentPolicy;
+
+    private int frameSize;
+
+    private int maxReattempts;
+
+    private IJobletEventListenerFactory jobletEventListenerFactory;
+
+    private IGlobalJobDataFactory globalJobDataFactory;
+
+    private boolean useConnectorPolicyForScheduling;
+
+    private boolean reportTaskDetails;
+
+    private transient int operatorIdCounter;
+
+    private transient int connectorIdCounter;
+
+    // This constructor uses the default frame size. It is for test purposes only.
+    // For other use cases, use the one which sets the frame size.
+    public JobSpecification() {
+        this(DEFAULT_FRAME_SIZE);
+    }
+
+    public JobSpecification(int frameSize) {
+        roots = new ArrayList<OperatorDescriptorId>();
+        resultSetIds = new ArrayList<ResultSetId>();
+        opMap = new HashMap<OperatorDescriptorId, IOperatorDescriptor>();
+        connMap = new HashMap<ConnectorDescriptorId, IConnectorDescriptor>();
+        opInputMap = new HashMap<OperatorDescriptorId, List<IConnectorDescriptor>>();
+        opOutputMap = new HashMap<OperatorDescriptorId, List<IConnectorDescriptor>>();
+        connectorOpMap = new HashMap<ConnectorDescriptorId, Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>>>();
+        properties = new HashMap<String, Serializable>();
+        userConstraints = new HashSet<Constraint>();
+        operatorIdCounter = 0;
+        connectorIdCounter = 0;
+        maxReattempts = 2;
+        useConnectorPolicyForScheduling = false;
+        reportTaskDetails = true;
+        setFrameSize(frameSize);
+    }
+
+    @Override
+    public OperatorDescriptorId createOperatorDescriptorId(IOperatorDescriptor op) {
+        OperatorDescriptorId odId = new OperatorDescriptorId(operatorIdCounter++);
+        opMap.put(odId, op);
+        return odId;
+    }
+
+    @Override
+    public ConnectorDescriptorId createConnectorDescriptor(IConnectorDescriptor conn) {
+        ConnectorDescriptorId cdId = new ConnectorDescriptorId(connectorIdCounter++);
+        connMap.put(cdId, conn);
+        return cdId;
+    }
+
+    public void addRoot(IOperatorDescriptor op) {
+        roots.add(op.getOperatorId());
+    }
+
+    public void addResultSetId(ResultSetId rsId) {
+        resultSetIds.add(rsId);
+    }
+
+    public void connect(IConnectorDescriptor conn, IOperatorDescriptor producerOp, int producerPort,
+            IOperatorDescriptor consumerOp, int consumerPort) {
+        insertIntoIndexedMap(opInputMap, consumerOp.getOperatorId(), consumerPort, conn);
+        insertIntoIndexedMap(opOutputMap, producerOp.getOperatorId(), producerPort, conn);
+        connectorOpMap.put(
+                conn.getConnectorId(),
+                Pair.<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> of(
+                        Pair.<IOperatorDescriptor, Integer> of(producerOp, producerPort),
+                        Pair.<IOperatorDescriptor, Integer> of(consumerOp, consumerPort)));
+    }
+
+    public void setProperty(String name, Serializable value) {
+        properties.put(name, value);
+    }
+
+    public Serializable getProperty(String name) {
+        return properties.get(name);
+    }
+
+    private <T> void extend(List<T> list, int index) {
+        int n = list.size();
+        for (int i = n; i <= index; ++i) {
+            list.add(null);
+        }
+    }
+
+    public Map<ConnectorDescriptorId, IConnectorDescriptor> getConnectorMap() {
+        return connMap;
+    }
+
+    public Map<ConnectorDescriptorId, Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>>> getConnectorOperatorMap() {
+        return connectorOpMap;
+    }
+
+    public RecordDescriptor getConnectorRecordDescriptor(IConnectorDescriptor conn) {
+        Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connInfo = connectorOpMap.get(conn
+                .getConnectorId());
+        return connInfo.getLeft().getLeft().getOutputRecordDescriptors()[connInfo.getLeft().getRight()];
+    }
+
+    public IOperatorDescriptor getConsumer(IConnectorDescriptor conn) {
+        Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connInfo = connectorOpMap.get(conn
+                .getConnectorId());
+        return connInfo.getRight().getLeft();
+    }
+
+    public int getConsumerInputIndex(IConnectorDescriptor conn) {
+        Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connInfo = connectorOpMap.get(conn
+                .getConnectorId());
+        return connInfo.getRight().getRight();
+    }
+
+    public IConnectorDescriptor getInputConnectorDescriptor(IOperatorDescriptor op, int inputIndex) {
+        return getInputConnectorDescriptor(op.getOperatorId(), inputIndex);
+    }
+
+    public IConnectorDescriptor getInputConnectorDescriptor(OperatorDescriptorId odId, int inputIndex) {
+        return opInputMap.get(odId).get(inputIndex);
+    }
+
+    public Map<OperatorDescriptorId, List<IConnectorDescriptor>> getOperatorInputMap() {
+        return opInputMap;
+    }
+
+    public RecordDescriptor getOperatorInputRecordDescriptor(OperatorDescriptorId odId, int inputIndex) {
+        return getConnectorRecordDescriptor(getInputConnectorDescriptor(odId, inputIndex));
+    }
+
+    public Map<OperatorDescriptorId, IOperatorDescriptor> getOperatorMap() {
+        return opMap;
+    }
+
+    public Map<OperatorDescriptorId, List<IConnectorDescriptor>> getOperatorOutputMap() {
+        return opOutputMap;
+    }
+
+    public RecordDescriptor getOperatorOutputRecordDescriptor(OperatorDescriptorId odId, int outputIndex) {
+        return getConnectorRecordDescriptor(getOutputConnectorDescriptor(odId, outputIndex));
+    }
+
+    public IConnectorDescriptor getOutputConnectorDescriptor(IOperatorDescriptor op, int outputIndex) {
+        return getOutputConnectorDescriptor(op.getOperatorId(), outputIndex);
+    }
+
+    public IConnectorDescriptor getOutputConnectorDescriptor(OperatorDescriptorId odId, int outputIndex) {
+        return opOutputMap.get(odId).get(outputIndex);
+    }
+
+    public IOperatorDescriptor getProducer(IConnectorDescriptor conn) {
+        Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connInfo = connectorOpMap.get(conn
+                .getConnectorId());
+        return connInfo.getLeft().getLeft();
+    }
+
+    public int getProducerOutputIndex(IConnectorDescriptor conn) {
+        Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connInfo = connectorOpMap.get(conn
+                .getConnectorId());
+        return connInfo.getLeft().getRight();
+    }
+
+    public List<OperatorDescriptorId> getRoots() {
+        return roots;
+    }
+
+    public List<ResultSetId> getResultSetIds() {
+        return resultSetIds;
+    }
+
+    public IConnectorPolicyAssignmentPolicy getConnectorPolicyAssignmentPolicy() {
+        return connectorPolicyAssignmentPolicy;
+    }
+
+    public void setConnectorPolicyAssignmentPolicy(IConnectorPolicyAssignmentPolicy connectorPolicyAssignmentPolicy) {
+        this.connectorPolicyAssignmentPolicy = connectorPolicyAssignmentPolicy;
+    }
+
+    public void setFrameSize(int frameSize) {
+        this.frameSize = frameSize;
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public void setMaxReattempts(int maxReattempts) {
+        this.maxReattempts = maxReattempts;
+    }
+
+    public int getMaxReattempts() {
+        return maxReattempts;
+    }
+
+    public void addUserConstraint(Constraint constraint) {
+        userConstraints.add(constraint);
+    }
+
+    public Set<Constraint> getUserConstraints() {
+        return userConstraints;
+    }
+
+    public IJobletEventListenerFactory getJobletEventListenerFactory() {
+        return jobletEventListenerFactory;
+    }
+
+    public void setJobletEventListenerFactory(IJobletEventListenerFactory jobletEventListenerFactory) {
+        this.jobletEventListenerFactory = jobletEventListenerFactory;
+    }
+
+    public IGlobalJobDataFactory getGlobalJobDataFactory() {
+        return globalJobDataFactory;
+    }
+
+    public void setGlobalJobDataFactory(IGlobalJobDataFactory globalJobDataFactory) {
+        this.globalJobDataFactory = globalJobDataFactory;
+    }
+
+    public boolean isUseConnectorPolicyForScheduling() {
+        return useConnectorPolicyForScheduling;
+    }
+
+    public void setUseConnectorPolicyForScheduling(boolean useConnectorPolicyForScheduling) {
+        this.useConnectorPolicyForScheduling = useConnectorPolicyForScheduling;
+    }
+
+    public boolean isReportTaskDetails() {
+        return reportTaskDetails;
+    }
+
+    public void setReportTaskDetails(boolean reportTaskDetails) {
+        this.reportTaskDetails = reportTaskDetails;
+    }
+
+    private <K, V> void insertIntoIndexedMap(Map<K, List<V>> map, K key, int index, V value) {
+        List<V> vList = map.get(key);
+        if (vList == null) {
+            vList = new ArrayList<V>();
+            map.put(key, vList);
+        }
+        extend(vList, index);
+        vList.set(index, value);
+    }
+
+    public String toString() {
+        StringBuilder buffer = new StringBuilder();
+
+        for (Map.Entry<OperatorDescriptorId, IOperatorDescriptor> e : opMap.entrySet()) {
+            buffer.append(e.getKey().getId()).append(" : ").append(e.getValue().toString()).append("\n");
+            List<IConnectorDescriptor> inputs = opInputMap.get(e.getKey());
+            if (inputs != null && !inputs.isEmpty()) {
+                buffer.append("   Inputs:\n");
+                for (IConnectorDescriptor c : inputs) {
+                    buffer.append("      ").append(c.getConnectorId().getId()).append(" : ").append(c.toString())
+                            .append("\n");
+                }
+            }
+            List<IConnectorDescriptor> outputs = opOutputMap.get(e.getKey());
+            if (outputs != null && !outputs.isEmpty()) {
+                buffer.append("   Outputs:\n");
+                for (IConnectorDescriptor c : outputs) {
+                    buffer.append("      ").append(c.getConnectorId().getId()).append(" : ").append(c.toString())
+                            .append("\n");
+                }
+            }
+        }
+
+        buffer.append("\n").append("Constraints:\n").append(userConstraints);
+
+        return buffer.toString();
+    }
+
+    @SuppressWarnings("incomplete-switch")
+    public JSONObject toJSON() throws JSONException {
+        JSONObject jjob = new JSONObject();
+
+        JSONArray jopArray = new JSONArray();
+        for (Map.Entry<OperatorDescriptorId, IOperatorDescriptor> e : opMap.entrySet()) {
+            JSONObject op = e.getValue().toJSON();
+            if (!userConstraints.isEmpty()) {
+                // Add operator partition constraints to each JSON operator.
+                JSONObject pcObject = new JSONObject();
+                JSONObject pleObject = new JSONObject();
+                Iterator<Constraint> test = userConstraints.iterator();
+                while (test.hasNext()) {
+                    Constraint constraint = test.next();
+                    switch (constraint.getLValue().getTag()) {
+                        case PARTITION_COUNT:
+                            PartitionCountExpression pce = (PartitionCountExpression) constraint.getLValue();
+                            if (e.getKey() == pce.getOperatorDescriptorId()) {
+                                pcObject.put("count", getConstraintExpressionRValue(constraint));
+                            }
+                            break;
+                        case PARTITION_LOCATION:
+                            PartitionLocationExpression ple = (PartitionLocationExpression) constraint.getLValue();
+                            if (e.getKey() == ple.getOperatorDescriptorId()) {
+                                pleObject.put(Integer.toString(ple.getPartition()),
+                                        getConstraintExpressionRValue(constraint));
+                            }
+                            break;
+                    }
+                }
+                if (pleObject.length() > 0) {
+                    pcObject.put("location", pleObject);
+                }
+                if (pcObject.length() > 0) {
+                    op.put("partition-constraints", pcObject);
+                }
+            }
+            jopArray.put(op);
+        }
+        jjob.put("operators", jopArray);
+
+        JSONArray jcArray = new JSONArray();
+        for (Map.Entry<ConnectorDescriptorId, IConnectorDescriptor> e : connMap.entrySet()) {
+            JSONObject conn = new JSONObject();
+            Pair<Pair<IOperatorDescriptor, Integer>, Pair<IOperatorDescriptor, Integer>> connection = connectorOpMap
+                    .get(e.getKey());
+            if (connection != null) {
+                conn.put("in-operator-id", connection.getLeft().getLeft().getOperatorId().toString());
+                conn.put("in-operator-port", connection.getLeft().getRight().intValue());
+                conn.put("out-operator-id", connection.getRight().getLeft().getOperatorId().toString());
+                conn.put("out-operator-port", connection.getRight().getRight().intValue());
+            }
+            conn.put("connector", e.getValue().toJSON());
+            jcArray.put(conn);
+        }
+        jjob.put("connectors", jcArray);
+
+        return jjob;
+    }
+
+    private static String getConstraintExpressionRValue(Constraint constraint) {
+        switch (constraint.getRValue().getTag()) {
+            case CONSTANT:
+                ConstantExpression ce = (ConstantExpression) constraint.getRValue();
+                return ce.getValue().toString();
+            default:
+                return constraint.getRValue().toString();
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobStatus.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobStatus.java
new file mode 100644
index 0000000..4351e39
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/JobStatus.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job;
+
+public enum JobStatus {
+    INITIALIZED,
+    RUNNING,
+    TERMINATED,
+    FAILURE,
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounter.java
new file mode 100644
index 0000000..987b86b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounter.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job.profiling.counters;
+
+public interface ICounter {
+    /**
+     * Get the fully-qualified name of the counter.
+     *
+     * @return Name of the counter.
+     */
+    public String getName();
+
+    /**
+     * Update the value of the counter to be current + delta.
+     *
+     * @param delta
+     *            - Amount to change the counter value by.
+     * @return the new value after update.
+     */
+    public long update(long delta);
+
+    /**
+     * Set the value of the counter.
+     *
+     * @param value
+     *            - New value of the counter.
+     * @return Old value of the counter.
+     */
+    public long set(long value);
+
+    /**
+     * Get the value of the counter.
+     *
+     * @return the value of the counter.
+     */
+    public long get();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounterContext.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounterContext.java
new file mode 100644
index 0000000..b328daf
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/job/profiling/counters/ICounterContext.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.job.profiling.counters;
+
+/**
+ * A namespace that holds named counters.
+ *
+ * @author vinayakb
+ */
+public interface ICounterContext {
+    /**
+     * Get a counter with the specified name.
+     *
+     * @param name
+     *            - Name of the counter to get.
+     * @param create
+     *            - Create if the counter does not exist.
+     * @return An existing counter with the given name (if one exists). If a counter with the
+     *         said name does not exist, a new one is created if create is set to <code>true</code>, or
+     *         else returns <code>null</code>.
+     */
+    public ICounter getCounter(String name, boolean create);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponent.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponent.java
new file mode 100644
index 0000000..2f33e4a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponent.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.lifecycle;
+
+import java.io.IOException;
+import java.io.OutputStream;
+
+public interface ILifeCycleComponent {
+
+    public void start();
+
+    public void dumpState(OutputStream os) throws IOException;
+
+    public void stop(boolean dumpState, OutputStream ouputStream) throws IOException;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponentManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponentManager.java
new file mode 100644
index 0000000..8687ffd
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/ILifeCycleComponentManager.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.lifecycle;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.lang.Thread.UncaughtExceptionHandler;
+import java.util.Map;
+
+public interface ILifeCycleComponentManager extends UncaughtExceptionHandler {
+
+    public void register(ILifeCycleComponent component);
+
+    public void startAll();
+
+    public void dumpState(OutputStream os) throws IOException;
+
+    public void stopAll(boolean dumpState) throws IOException;
+
+    public void configure(Map<String, String> configuration);
+
+    public String getDumpPath();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/LifeCycleComponentManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/LifeCycleComponentManager.java
new file mode 100644
index 0000000..d4d2bce
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/lifecycle/LifeCycleComponentManager.java
@@ -0,0 +1,173 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.lifecycle;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+public class LifeCycleComponentManager implements ILifeCycleComponentManager {
+
+    public static final class Config {
+        public static final String DUMP_PATH_KEY = "DUMP_PATH";
+    }
+
+    private static final Logger LOGGER = Logger.getLogger(LifeCycleComponentManager.class.getName());
+
+    private final List<ILifeCycleComponent> components;
+    private boolean stopInitiated;
+    private boolean stopped;
+    private String dumpPath;
+    private boolean configured;
+
+    public LifeCycleComponentManager() {
+        components = new ArrayList<ILifeCycleComponent>();
+        stopInitiated = false;
+        configured = false;
+        stopped = false;
+    }
+
+    @Override
+    public void uncaughtException(Thread t, Throwable e) {
+        if (LOGGER.isLoggable(Level.SEVERE)) {
+            LOGGER.severe("Uncaught Exception from thread " + t.getName() + " message: " + e.getMessage());
+            e.printStackTrace();
+        }
+        try {
+            stopAll(true);
+        } catch (IOException e1) {
+            if (LOGGER.isLoggable(Level.SEVERE)) {
+                LOGGER.severe("Exception in stopping Asterix. " + e1.getMessage());
+            }
+        }
+    }
+
+    @Override
+    public synchronized void register(ILifeCycleComponent component) {
+        components.add(component);
+    }
+
+    @Override
+    public void startAll() {
+        for (ILifeCycleComponent component : components) {
+            component.start();
+        }
+    }
+
+    @Override
+    public synchronized void stopAll(boolean dumpState) throws IOException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.severe("Attempting to stop " + this);
+        }
+        if (stopped) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.severe("Lifecycle management was already stopped");
+            }
+            return;
+        }
+        if (stopInitiated) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.severe("Stop already in progress");
+            }
+            return;
+        }
+        if (!configured) {
+            if (LOGGER.isLoggable(Level.SEVERE)) {
+                LOGGER.severe("Lifecycle management not configured" + this);
+            }
+            return;
+        }
+
+        stopInitiated = true;
+        if (LOGGER.isLoggable(Level.SEVERE)) {
+            LOGGER.severe("Stopping Asterix instance");
+        }
+
+        FileOutputStream componentDumpStream = null;
+        String componentDumpPath = null;
+        for (int index = components.size() - 1; index >= 0; index--) {
+            ILifeCycleComponent component = components.get(index);
+            try {
+                if (dumpState) {
+                    componentDumpPath = dumpPath + File.separator + component.getClass().getName() + "-coredump";
+                    File f = new File(componentDumpPath);
+                    File parentDir = new File(f.getParent());
+                    if (!parentDir.exists()) {
+                        parentDir.mkdirs();
+                    }
+                    componentDumpStream = new FileOutputStream(f);
+                }
+                if (LOGGER.isLoggable(Level.SEVERE)) {
+                    LOGGER.severe("Stopping component instance" + component.getClass().getName() + " dump state "
+                            + dumpState + " dump path " + componentDumpPath);
+                }
+                component.stop(dumpState, componentDumpStream);
+            } catch (Exception e) {
+                if (LOGGER.isLoggable(Level.SEVERE)) {
+                    LOGGER.severe("Exception in stopping component " + component.getClass().getName() + e.getMessage());
+                }
+            } finally {
+                if (componentDumpStream != null) {
+                    componentDumpStream.close();
+                }
+            }
+        }
+        stopInitiated = false;
+        stopped = true;
+    }
+
+    @Override
+    public void configure(Map<String, String> configuration) {
+        dumpPath = configuration.get(Config.DUMP_PATH_KEY);
+        if (dumpPath == null) {
+            dumpPath = System.getProperty("user.dir");
+            if (LOGGER.isLoggable(Level.SEVERE)) {
+                LOGGER.severe("dump path not configured. Using current directory " + dumpPath);
+            }
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.severe("LifecycleComponentManager configured " + this);
+        }
+        configured = true;
+    }
+
+    @Override
+    public String getDumpPath() {
+        return dumpPath;
+    }
+
+    @Override
+    public void dumpState(OutputStream os) throws IOException {
+        for (int index = components.size() - 1; index >= 0; index--) {
+            ILifeCycleComponent component = components.get(index);
+            component.dumpState(os);
+        }
+    }
+
+    public boolean stoppedAll() {
+        return stopped;
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessage.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessage.java
new file mode 100644
index 0000000..ad19cf0
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessage.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.messages;
+
+import java.io.Serializable;
+
+/**
+ * @author rico
+ */
+public interface IMessage extends Serializable {
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessageBroker.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessageBroker.java
new file mode 100644
index 0000000..2b166d2
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/messages/IMessageBroker.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.messages;
+
+/**
+ * @author rico
+ */
+public interface IMessageBroker {
+
+    public void receivedMessage(IMessage message, String nodeId) throws Exception;
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/IPartition.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/IPartition.java
new file mode 100644
index 0000000..316a6af
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/IPartition.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.partitions;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.resources.IDeallocatable;
+
+public interface IPartition extends IDeallocatable {
+    public IHyracksTaskContext getTaskContext();
+
+    public void writeTo(IFrameWriter writer);
+
+    public boolean isReusable();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/PartitionId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/PartitionId.java
new file mode 100644
index 0000000..e18b5ad
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/PartitionId.java
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.partitions;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.io.IWritable;
+import org.apache.hyracks.api.job.JobId;
+
+public final class PartitionId implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private JobId jobId;
+
+    private ConnectorDescriptorId cdId;
+
+    private int senderIndex;
+
+    private int receiverIndex;
+
+    public static PartitionId create(DataInput dis) throws IOException {
+        PartitionId partitionId = new PartitionId();
+        partitionId.readFields(dis);
+        return partitionId;
+    }
+
+    private PartitionId() {
+
+    }
+
+    public PartitionId(JobId jobId, ConnectorDescriptorId cdId, int senderIndex, int receiverIndex) {
+        this.jobId = jobId;
+        this.cdId = cdId;
+        this.senderIndex = senderIndex;
+        this.receiverIndex = receiverIndex;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public ConnectorDescriptorId getConnectorDescriptorId() {
+        return cdId;
+    }
+
+    public int getSenderIndex() {
+        return senderIndex;
+    }
+
+    public int getReceiverIndex() {
+        return receiverIndex;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((cdId == null) ? 0 : cdId.hashCode());
+        result = prime * result + ((jobId == null) ? 0 : jobId.hashCode());
+        result = prime * result + receiverIndex;
+        result = prime * result + senderIndex;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        PartitionId other = (PartitionId) obj;
+        if (cdId == null) {
+            if (other.cdId != null)
+                return false;
+        } else if (!cdId.equals(other.cdId))
+            return false;
+        if (jobId == null) {
+            if (other.jobId != null)
+                return false;
+        } else if (!jobId.equals(other.jobId))
+            return false;
+        if (receiverIndex != other.receiverIndex)
+            return false;
+        if (senderIndex != other.senderIndex)
+            return false;
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return jobId.toString() + ":" + cdId + ":" + senderIndex + ":" + receiverIndex;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        cdId.writeFields(output);
+        jobId.writeFields(output);
+        output.writeInt(receiverIndex);
+        output.writeInt(senderIndex);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        cdId = ConnectorDescriptorId.create(input);
+        jobId = JobId.create(input);
+        receiverIndex = input.readInt();
+        senderIndex = input.readInt();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/ResultSetPartitionId.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/ResultSetPartitionId.java
new file mode 100644
index 0000000..8a3e15a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/partitions/ResultSetPartitionId.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.partitions;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+
+public final class ResultSetPartitionId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final JobId jobId;
+
+    private final ResultSetId resultSetId;
+
+    private final int partition;
+
+    public ResultSetPartitionId(JobId jobId, ResultSetId resultSetId, int partition) {
+        this.jobId = jobId;
+        this.resultSetId = resultSetId;
+        this.partition = partition;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public ResultSetId getResultSetId() {
+        return resultSetId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((resultSetId == null) ? 0 : resultSetId.hashCode());
+        result = prime * result + ((jobId == null) ? 0 : jobId.hashCode());
+        result = prime * result + partition;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        ResultSetPartitionId other = (ResultSetPartitionId) obj;
+        if (resultSetId == null) {
+            if (other.resultSetId != null)
+                return false;
+        } else if (!resultSetId.equals(other.resultSetId))
+            return false;
+        if (jobId == null) {
+            if (other.jobId != null)
+                return false;
+        } else if (!jobId.equals(other.jobId))
+            return false;
+        if (partition != other.partition)
+            return false;
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return jobId.toString() + ":" + resultSetId + ":" + partition;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IIOReplicationManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IIOReplicationManager.java
new file mode 100644
index 0000000..b13f4ee
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IIOReplicationManager.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.replication;
+
+import java.io.IOException;
+
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponent;
+
+public interface IIOReplicationManager extends ILifeCycleComponent {
+
+    public void submitJob(IReplicationJob job) throws IOException;
+
+    public boolean isReplicationEnabled();
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IReplicationJob.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IReplicationJob.java
new file mode 100644
index 0000000..cbe6d1a
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/IReplicationJob.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.replication;
+
+import java.util.Set;
+
+public interface IReplicationJob {
+
+    public enum ReplicationJobType {
+        LSM_COMPONENT,
+        METADATA
+    }
+
+    public enum ReplicationOperation {
+        REPLICATE,
+        DELETE
+    }
+
+    public enum ReplicationExecutionType {
+        ASYNC,
+        SYNC
+    }
+
+    public ReplicationJobType getJobType();
+
+    public ReplicationOperation getOperation();
+
+    public ReplicationExecutionType getExecutionType();
+
+    public Set<String> getJobFiles();
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/impl/AbstractReplicationJob.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/impl/AbstractReplicationJob.java
new file mode 100644
index 0000000..de0f1f8
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/replication/impl/AbstractReplicationJob.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.replication.impl;
+
+import java.util.Set;
+
+import org.apache.hyracks.api.replication.IReplicationJob;
+
+public abstract class AbstractReplicationJob implements IReplicationJob {
+    private final Set<String> filesToReplicate;
+    private final ReplicationOperation operation;
+    private final ReplicationExecutionType executionType;
+    private final ReplicationJobType jobType;
+
+    public AbstractReplicationJob(ReplicationJobType jobType, ReplicationOperation operation,
+            ReplicationExecutionType executionType, Set<String> filesToReplicate) {
+        this.jobType = jobType;
+        this.operation = operation;
+        this.executionType = executionType;
+        this.filesToReplicate = filesToReplicate;
+    }
+
+    @Override
+    public Set<String> getJobFiles() {
+        return filesToReplicate;
+    }
+
+    @Override
+    public ReplicationOperation getOperation() {
+        return operation;
+    }
+
+    @Override
+    public ReplicationExecutionType getExecutionType() {
+        return executionType;
+    }
+
+    @Override
+    public ReplicationJobType getJobType() {
+        return jobType;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatable.java
new file mode 100644
index 0000000..00f54d3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatable.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.resources;
+
+public interface IDeallocatable {
+    public void deallocate();
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatableRegistry.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatableRegistry.java
new file mode 100644
index 0000000..d15e883
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/IDeallocatableRegistry.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.resources;
+
+public interface IDeallocatableRegistry {
+    public void registerDeallocatable(IDeallocatable deallocatable);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/memory/IMemoryManager.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/memory/IMemoryManager.java
new file mode 100644
index 0000000..29705e1
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/resources/memory/IMemoryManager.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.resources.memory;
+
+public interface IMemoryManager {
+    public long getMaximumMemory();
+
+    public long getAvailableMemory();
+
+    public boolean allocate(long memory);
+
+    public void deallocate(long memory);
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/ActivityClusterGraphRewriter.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/ActivityClusterGraphRewriter.java
new file mode 100644
index 0000000..38e7fbe
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/ActivityClusterGraphRewriter.java
@@ -0,0 +1,385 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.rewriter;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Queue;
+import java.util.Set;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.ActivityClusterId;
+import org.apache.hyracks.api.rewriter.runtime.SuperActivity;
+
+/**
+ * This class rewrite the AcivityClusterGraph to eliminate
+ * all one-to-one connections and merge one-to-one connected
+ * DAGs into super activities.
+ * </p>
+ * Each super activity internally maintains a DAG and execute it at the runtime.
+ *
+ * @author yingyib
+ */
+public class ActivityClusterGraphRewriter {
+    private static String ONE_TO_ONE_CONNECTOR = "org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor";
+
+    /**
+     * rewrite an activity cluster graph to eliminate
+     * all one-to-one connections and merge one-to-one connected
+     * DAGs into super activities.
+     *
+     * @param acg
+     *            the activity cluster graph
+     */
+    public void rewrite(ActivityClusterGraph acg) {
+        acg.getActivityMap().clear();
+        acg.getConnectorMap().clear();
+        Map<IActivity, SuperActivity> invertedActivitySuperActivityMap = new HashMap<IActivity, SuperActivity>();
+        for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+            rewriteIntraActivityCluster(entry.getValue(), invertedActivitySuperActivityMap);
+        }
+        for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+            rewriteInterActivityCluster(entry.getValue(), invertedActivitySuperActivityMap);
+        }
+        invertedActivitySuperActivityMap.clear();
+    }
+
+    /**
+     * rewrite the blocking relationship among activity cluster
+     *
+     * @param ac
+     *            the activity cluster to be rewritten
+     */
+    private void rewriteInterActivityCluster(ActivityCluster ac,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap) {
+        Map<ActivityId, Set<ActivityId>> blocked2BlockerMap = ac.getBlocked2BlockerMap();
+        Map<ActivityId, ActivityId> invertedAid2SuperAidMap = new HashMap<ActivityId, ActivityId>();
+        for (Entry<IActivity, SuperActivity> entry : invertedActivitySuperActivityMap.entrySet()) {
+            invertedAid2SuperAidMap.put(entry.getKey().getActivityId(), entry.getValue().getActivityId());
+        }
+        Map<ActivityId, Set<ActivityId>> replacedBlocked2BlockerMap = new HashMap<ActivityId, Set<ActivityId>>();
+        for (Entry<ActivityId, Set<ActivityId>> entry : blocked2BlockerMap.entrySet()) {
+            ActivityId blocked = entry.getKey();
+            ActivityId replacedBlocked = invertedAid2SuperAidMap.get(blocked);
+            Set<ActivityId> blockers = entry.getValue();
+            Set<ActivityId> replacedBlockers = null;
+            if (blockers != null) {
+                replacedBlockers = new HashSet<ActivityId>();
+                for (ActivityId blocker : blockers) {
+                    replacedBlockers.add(invertedAid2SuperAidMap.get(blocker));
+                    ActivityCluster dependingAc = ac.getActivityClusterGraph().getActivityMap()
+                            .get(invertedAid2SuperAidMap.get(blocker));
+                    if (!ac.getDependencies().contains(dependingAc)) {
+                        ac.getDependencies().add(dependingAc);
+                    }
+                }
+            }
+            if (replacedBlockers != null) {
+                Set<ActivityId> existingBlockers = replacedBlocked2BlockerMap.get(replacedBlocked);
+                if (existingBlockers == null) {
+                    replacedBlocked2BlockerMap.put(replacedBlocked, replacedBlockers);
+                } else {
+                    existingBlockers.addAll(replacedBlockers);
+                    replacedBlocked2BlockerMap.put(replacedBlocked, existingBlockers);
+                }
+            }
+        }
+        blocked2BlockerMap.clear();
+        blocked2BlockerMap.putAll(replacedBlocked2BlockerMap);
+    }
+
+    /**
+     * rewrite an activity cluster internally
+     *
+     * @param ac
+     *            the activity cluster to be rewritten
+     */
+    private void rewriteIntraActivityCluster(ActivityCluster ac,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap) {
+        Map<ActivityId, IActivity> activities = ac.getActivityMap();
+        Map<ActivityId, List<IConnectorDescriptor>> activityInputMap = ac.getActivityInputMap();
+        Map<ActivityId, List<IConnectorDescriptor>> activityOutputMap = ac.getActivityOutputMap();
+        Map<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> connectorActivityMap = ac
+                .getConnectorActivityMap();
+        ActivityClusterGraph acg = ac.getActivityClusterGraph();
+        Map<ActivityId, IActivity> startActivities = new HashMap<ActivityId, IActivity>();
+        Map<ActivityId, SuperActivity> superActivities = new HashMap<ActivityId, SuperActivity>();
+        Map<ActivityId, Queue<IActivity>> toBeExpendedMap = new HashMap<ActivityId, Queue<IActivity>>();
+
+        /**
+         * Build the initial super activities
+         */
+        for (Entry<ActivityId, IActivity> entry : activities.entrySet()) {
+            ActivityId activityId = entry.getKey();
+            IActivity activity = entry.getValue();
+            if (activityInputMap.get(activityId) == null) {
+                startActivities.put(activityId, activity);
+                /**
+                 * use the start activity's id as the id of the super activity
+                 */
+                createNewSuperActivity(ac, superActivities, toBeExpendedMap, invertedActivitySuperActivityMap,
+                        activityId, activity);
+            }
+        }
+
+        /**
+         * expand one-to-one connected activity cluster by the BFS order.
+         * after the while-loop, the original activities are partitioned
+         * into equivalent classes, one-per-super-activity.
+         */
+        Map<ActivityId, SuperActivity> clonedSuperActivities = new HashMap<ActivityId, SuperActivity>();
+        while (toBeExpendedMap.size() > 0) {
+            clonedSuperActivities.clear();
+            clonedSuperActivities.putAll(superActivities);
+            for (Entry<ActivityId, SuperActivity> entry : clonedSuperActivities.entrySet()) {
+                ActivityId superActivityId = entry.getKey();
+                SuperActivity superActivity = entry.getValue();
+
+                /**
+                 * for the case where the super activity has already been swallowed
+                 */
+                if (superActivities.get(superActivityId) == null) {
+                    continue;
+                }
+
+                /**
+                 * expend the super activity
+                 */
+                Queue<IActivity> toBeExpended = toBeExpendedMap.get(superActivityId);
+                if (toBeExpended == null) {
+                    /**
+                     * Nothing to expand
+                     */
+                    continue;
+                }
+                IActivity expendingActivity = toBeExpended.poll();
+                List<IConnectorDescriptor> outputConnectors = activityOutputMap.get(expendingActivity.getActivityId());
+                if (outputConnectors != null) {
+                    for (IConnectorDescriptor outputConn : outputConnectors) {
+                        Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints = connectorActivityMap
+                                .get(outputConn.getConnectorId());
+                        IActivity newActivity = endPoints.getRight().getLeft();
+                        SuperActivity existingSuperActivity = invertedActivitySuperActivityMap.get(newActivity);
+                        if (outputConn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
+                            /**
+                             * expend the super activity cluster on an one-to-one out-bound connection
+                             */
+                            if (existingSuperActivity == null) {
+                                superActivity.addActivity(newActivity);
+                                toBeExpended.add(newActivity);
+                                invertedActivitySuperActivityMap.put(newActivity, superActivity);
+                            } else {
+                                /**
+                                 * the two activities already in the same super activity
+                                 */
+                                if (existingSuperActivity == superActivity) {
+                                    continue;
+                                }
+                                /**
+                                 * swallow an existing super activity
+                                 */
+                                swallowExistingSuperActivity(superActivities, toBeExpendedMap,
+                                        invertedActivitySuperActivityMap, superActivity, superActivityId,
+                                        existingSuperActivity);
+                            }
+                        } else {
+                            if (existingSuperActivity == null) {
+                                /**
+                                 * create new activity
+                                 */
+                                createNewSuperActivity(ac, superActivities, toBeExpendedMap,
+                                        invertedActivitySuperActivityMap, newActivity.getActivityId(), newActivity);
+                            }
+                        }
+                    }
+                }
+
+                /**
+                 * remove the to-be-expended queue if it is empty
+                 */
+                if (toBeExpended.size() == 0) {
+                    toBeExpendedMap.remove(superActivityId);
+                }
+            }
+        }
+
+        Map<ConnectorDescriptorId, IConnectorDescriptor> connMap = ac.getConnectorMap();
+        Map<ConnectorDescriptorId, RecordDescriptor> connRecordDesc = ac.getConnectorRecordDescriptorMap();
+        Map<SuperActivity, Integer> superActivityProducerPort = new HashMap<SuperActivity, Integer>();
+        Map<SuperActivity, Integer> superActivityConsumerPort = new HashMap<SuperActivity, Integer>();
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            superActivityProducerPort.put(entry.getValue(), 0);
+            superActivityConsumerPort.put(entry.getValue(), 0);
+        }
+
+        /**
+         * create a new activity cluster to replace the old activity cluster
+         */
+        ActivityCluster newActivityCluster = new ActivityCluster(acg, ac.getId());
+        newActivityCluster.setConnectorPolicyAssignmentPolicy(ac.getConnectorPolicyAssignmentPolicy());
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            newActivityCluster.addActivity(entry.getValue());
+            acg.getActivityMap().put(entry.getKey(), newActivityCluster);
+        }
+
+        /**
+         * Setup connectors: either inside a super activity or among super activities
+         */
+        for (Entry<ConnectorDescriptorId, Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> entry : connectorActivityMap
+                .entrySet()) {
+            ConnectorDescriptorId connectorId = entry.getKey();
+            Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> endPoints = entry.getValue();
+            IActivity producerActivity = endPoints.getLeft().getLeft();
+            IActivity consumerActivity = endPoints.getRight().getLeft();
+            int producerPort = endPoints.getLeft().getRight();
+            int consumerPort = endPoints.getRight().getRight();
+            RecordDescriptor recordDescriptor = connRecordDesc.get(connectorId);
+            IConnectorDescriptor conn = connMap.get(connectorId);
+            if (conn.getClass().getName().contains(ONE_TO_ONE_CONNECTOR)) {
+                /**
+                 * connection edge between inner activities
+                 */
+                SuperActivity residingSuperActivity = invertedActivitySuperActivityMap.get(producerActivity);
+                residingSuperActivity.connect(conn, producerActivity, producerPort, consumerActivity, consumerPort,
+                        recordDescriptor);
+            } else {
+                /**
+                 * connection edge between super activities
+                 */
+                SuperActivity producerSuperActivity = invertedActivitySuperActivityMap.get(producerActivity);
+                SuperActivity consumerSuperActivity = invertedActivitySuperActivityMap.get(consumerActivity);
+                int producerSAPort = superActivityProducerPort.get(producerSuperActivity);
+                int consumerSAPort = superActivityConsumerPort.get(consumerSuperActivity);
+                newActivityCluster.addConnector(conn);
+                newActivityCluster.connect(conn, producerSuperActivity, producerSAPort, consumerSuperActivity,
+                        consumerSAPort, recordDescriptor);
+
+                /**
+                 * bridge the port
+                 */
+                producerSuperActivity.setClusterOutputIndex(producerSAPort, producerActivity.getActivityId(),
+                        producerPort);
+                consumerSuperActivity.setClusterInputIndex(consumerSAPort, consumerActivity.getActivityId(),
+                        consumerPort);
+                acg.getConnectorMap().put(connectorId, newActivityCluster);
+
+                /**
+                 * increasing the port number for the producer and consumer
+                 */
+                superActivityProducerPort.put(producerSuperActivity, ++producerSAPort);
+                superActivityConsumerPort.put(consumerSuperActivity, ++consumerSAPort);
+            }
+        }
+
+        /**
+         * Set up the roots of the new activity cluster
+         */
+        for (Entry<ActivityId, SuperActivity> entry : superActivities.entrySet()) {
+            List<IConnectorDescriptor> connIds = newActivityCluster.getActivityOutputMap().get(entry.getKey());
+            if (connIds == null || connIds.size() == 0) {
+                newActivityCluster.addRoot(entry.getValue());
+            }
+        }
+
+        /**
+         * set up the blocked2Blocker mapping, which will be updated in the rewriteInterActivityCluster call
+         */
+        newActivityCluster.getBlocked2BlockerMap().putAll(ac.getBlocked2BlockerMap());
+
+        /**
+         * replace the old activity cluster with the new activity cluster
+         */
+        acg.getActivityClusterMap().put(ac.getId(), newActivityCluster);
+    }
+
+    /**
+     * Create a new super activity
+     *
+     * @param acg
+     *            the activity cluster
+     * @param superActivities
+     *            the map from activity id to current super activities
+     * @param toBeExpendedMap
+     *            the map from an existing super activity to its BFS expansion queue of the original activities
+     * @param invertedActivitySuperActivityMap
+     *            the map from the original activities to their hosted super activities
+     * @param activityId
+     *            the activity id for the new super activity, which is the first added acitivty's id in the super activity
+     * @param activity
+     *            the first activity added to the new super activity
+     */
+    private void createNewSuperActivity(ActivityCluster acg, Map<ActivityId, SuperActivity> superActivities,
+            Map<ActivityId, Queue<IActivity>> toBeExpendedMap,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap, ActivityId activityId, IActivity activity) {
+        SuperActivity superActivity = new SuperActivity(acg.getActivityClusterGraph(), acg.getId(), activityId);
+        superActivities.put(activityId, superActivity);
+        superActivity.addActivity(activity);
+        Queue<IActivity> toBeExpended = new LinkedList<IActivity>();
+        toBeExpended.add(activity);
+        toBeExpendedMap.put(activityId, toBeExpended);
+        invertedActivitySuperActivityMap.put(activity, superActivity);
+    }
+
+    /**
+     * One super activity swallows another existing super activity.
+     *
+     * @param superActivities
+     *            the map from activity id to current super activities
+     * @param toBeExpendedMap
+     *            the map from an existing super activity to its BFS expansion queue of the original activities
+     * @param invertedActivitySuperActivityMap
+     *            the map from the original activities to their hosted super activities
+     * @param superActivity
+     *            the "swallowing" super activity
+     * @param superActivityId
+     *            the activity id for the "swallowing" super activity, which is also the first added acitivty's id in the super activity
+     * @param existingSuperActivity
+     *            an existing super activity which is to be swallowed by the "swallowing" super activity
+     */
+    private void swallowExistingSuperActivity(Map<ActivityId, SuperActivity> superActivities,
+            Map<ActivityId, Queue<IActivity>> toBeExpendedMap,
+            Map<IActivity, SuperActivity> invertedActivitySuperActivityMap, SuperActivity superActivity,
+            ActivityId superActivityId, SuperActivity existingSuperActivity) {
+        ActivityId existingSuperActivityId = existingSuperActivity.getActivityId();
+        superActivities.remove(existingSuperActivityId);
+        for (Entry<ActivityId, IActivity> existingEntry : existingSuperActivity.getActivityMap().entrySet()) {
+            IActivity existingActivity = existingEntry.getValue();
+            superActivity.addActivity(existingActivity);
+            invertedActivitySuperActivityMap.put(existingActivity, superActivity);
+        }
+        Queue<IActivity> tbeQueue = toBeExpendedMap.get(superActivityId);
+        Queue<IActivity> existingTbeQueque = toBeExpendedMap.remove(existingSuperActivityId);
+        if (existingTbeQueque != null) {
+            tbeQueue.addAll(existingTbeQueque);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java
new file mode 100644
index 0000000..68041bb
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/OneToOneConnectedActivityCluster.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.rewriter;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.ActivityClusterId;
+
+/**
+ * All the connectors in an OneToOneConnectedCluster are OneToOneConnectorDescriptors.
+ *
+ * @author yingyib
+ */
+public class OneToOneConnectedActivityCluster extends ActivityCluster {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final Map<Integer, Pair<ActivityId, Integer>> clusterInputIndexMap = new HashMap<Integer, Pair<ActivityId, Integer>>();
+    protected final Map<Integer, Pair<ActivityId, Integer>> clusterOutputIndexMap = new HashMap<Integer, Pair<ActivityId, Integer>>();
+    protected final Map<Pair<ActivityId, Integer>, Integer> invertedClusterOutputIndexMap = new HashMap<Pair<ActivityId, Integer>, Integer>();
+    protected final Map<Pair<ActivityId, Integer>, Integer> invertedClusterInputIndexMap = new HashMap<Pair<ActivityId, Integer>, Integer>();
+
+    public OneToOneConnectedActivityCluster(ActivityClusterGraph acg, ActivityClusterId id) {
+        super(acg, id);
+    }
+
+    /**
+     * Set up the mapping of the cluster's output channel to an internal activity and its output channel
+     *
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @param activityId
+     *            the id of the internal activity which produces the corresponding output
+     * @param activityOutputIndex
+     *            the output channel index of the internal activity which corresponds to the output channel of the cluster of activities
+     */
+    public void setClusterOutputIndex(int clusterOutputIndex, ActivityId activityId, int activityOutputIndex) {
+        clusterOutputIndexMap.put(clusterOutputIndex, Pair.of(activityId, activityOutputIndex));
+        invertedClusterOutputIndexMap.put(Pair.of(activityId, activityOutputIndex), clusterOutputIndex);
+    }
+
+    /**
+     * get the an internal activity and its output channel of a cluster output channel
+     *
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @return a pair containing the activity id of the corresponding internal activity and the output channel index
+     */
+    public Pair<ActivityId, Integer> getActivityIdOutputIndex(int clusterOutputIndex) {
+        return clusterOutputIndexMap.get(clusterOutputIndex);
+    }
+
+    /**
+     * Set up the mapping of the cluster's input channel to an internal activity and input output channel
+     *
+     * @param clusterInputIndex
+     *            the input channel index for the cluster
+     * @param activityId
+     *            the id of the internal activity which consumes the corresponding input
+     * @param activityInputIndex
+     *            the output channel index of the internal activity which corresponds to the input channel of the cluster of activities
+     */
+    public void setClusterInputIndex(int clusterInputIndex, ActivityId activityId, int activityInputIndex) {
+        clusterInputIndexMap.put(clusterInputIndex, Pair.of(activityId, activityInputIndex));
+        invertedClusterInputIndexMap.put(Pair.of(activityId, activityInputIndex), clusterInputIndex);
+    }
+
+    /**
+     * get the an internal activity and its input channel of a cluster input channel
+     *
+     * @param clusterOutputIndex
+     *            the output channel index for the cluster
+     * @return a pair containing the activity id of the corresponding internal activity and the output channel index
+     */
+    public Pair<ActivityId, Integer> getActivityIdInputIndex(int clusterInputIndex) {
+        return clusterInputIndexMap.get(clusterInputIndex);
+    }
+
+    /**
+     * Get the cluster input channel of an input-boundary activity and its input channel
+     *
+     * @param activityInputChannel
+     *            the input-boundary activity and its input channel
+     * @return the cluster input channel
+     */
+    public int getClusterInputIndex(Pair<ActivityId, Integer> activityInputChannel) {
+        Integer channel = invertedClusterInputIndexMap.get(activityInputChannel);
+        return channel == null ? -1 : channel;
+    }
+
+    /**
+     * Get the cluster output channel of an input-boundary activity and its output channel
+     *
+     * @param activityOutputChannel
+     *            the output-boundary activity and its output channel
+     * @return the cluster output channel
+     */
+    public int getClusterOutputIndex(Pair<ActivityId, Integer> activityOutputChannel) {
+        Integer channel = invertedClusterOutputIndexMap.get(activityOutputChannel);
+        return channel == null ? -1 : channel;
+    }
+
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivity.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivity.java
new file mode 100644
index 0000000..2f3c72b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivity.java
@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.rewriter.runtime;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.ActivityClusterId;
+import org.apache.hyracks.api.rewriter.OneToOneConnectedActivityCluster;
+
+/**
+ * This class can be used to execute a DAG of activities inside which
+ * there are only one-to-one connectors.
+ *
+ * @author yingyib
+ */
+public class SuperActivity extends OneToOneConnectedActivityCluster implements IActivity {
+    private static final long serialVersionUID = 1L;
+    private final ActivityId activityId;
+
+    public SuperActivity(ActivityClusterGraph acg, ActivityClusterId id, ActivityId activityId) {
+        super(acg, id);
+        this.activityId = activityId;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+        final Map<ActivityId, IActivity> startActivities = new HashMap<ActivityId, IActivity>();
+        Map<ActivityId, IActivity> activities = getActivityMap();
+        for (Entry<ActivityId, IActivity> entry : activities.entrySet()) {
+            /**
+             * extract start activities
+             */
+            List<IConnectorDescriptor> conns = getActivityInputMap().get(entry.getKey());
+            if (conns == null || conns.size() == 0) {
+                startActivities.put(entry.getKey(), entry.getValue());
+            }
+        }
+
+        /**
+         * wrap a RecordDescriptorProvider for the super activity
+         */
+        IRecordDescriptorProvider wrappedRecDescProvider = new IRecordDescriptorProvider() {
+
+            @Override
+            public RecordDescriptor getInputRecordDescriptor(ActivityId aid, int inputIndex) {
+                if (startActivities.get(aid) != null) {
+                    /**
+                     * if the activity is a start (input boundary) activity
+                     */
+                    int superActivityInputChannel = SuperActivity.this.getClusterInputIndex(Pair.of(aid, inputIndex));
+                    if (superActivityInputChannel >= 0) {
+                        return recordDescProvider.getInputRecordDescriptor(activityId, superActivityInputChannel);
+                    }
+                }
+                if (SuperActivity.this.getActivityMap().get(aid) != null) {
+                    /**
+                     * if the activity is an internal activity of the super activity
+                     */
+                    IConnectorDescriptor conn = getActivityInputMap().get(aid).get(inputIndex);
+                    return getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+
+                /**
+                 * the following is for the case where the activity is in other SuperActivities
+                 */
+                ActivityClusterGraph acg = SuperActivity.this.getActivityClusterGraph();
+                for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+                    ActivityCluster ac = entry.getValue();
+                    for (Entry<ActivityId, IActivity> saEntry : ac.getActivityMap().entrySet()) {
+                        SuperActivity sa = (SuperActivity) saEntry.getValue();
+                        if (sa.getActivityMap().get(aid) != null) {
+                            List<IConnectorDescriptor> conns = sa.getActivityInputMap().get(aid);
+                            if (conns != null && conns.size() >= inputIndex) {
+                                IConnectorDescriptor conn = conns.get(inputIndex);
+                                return sa.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                            } else {
+                                int superActivityInputChannel = sa.getClusterInputIndex(Pair.of(aid, inputIndex));
+                                if (superActivityInputChannel >= 0) {
+                                    return recordDescProvider.getInputRecordDescriptor(sa.getActivityId(),
+                                            superActivityInputChannel);
+                                }
+                            }
+                        }
+                    }
+                }
+                return null;
+            }
+
+            @Override
+            public RecordDescriptor getOutputRecordDescriptor(ActivityId aid, int outputIndex) {
+                /**
+                 * if the activity is an output-boundary activity
+                 */
+                int superActivityOutputChannel = SuperActivity.this.getClusterOutputIndex(Pair.of(aid, outputIndex));
+                if (superActivityOutputChannel >= 0) {
+                    return recordDescProvider.getOutputRecordDescriptor(activityId, superActivityOutputChannel);
+                }
+
+                if (SuperActivity.this.getActivityMap().get(aid) != null) {
+                    /**
+                     * if the activity is an internal activity of the super activity
+                     */
+                    IConnectorDescriptor conn = getActivityOutputMap().get(aid).get(outputIndex);
+                    return getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+
+                /**
+                 * the following is for the case where the activity is in other SuperActivities
+                 */
+                ActivityClusterGraph acg = SuperActivity.this.getActivityClusterGraph();
+                for (Entry<ActivityClusterId, ActivityCluster> entry : acg.getActivityClusterMap().entrySet()) {
+                    ActivityCluster ac = entry.getValue();
+                    for (Entry<ActivityId, IActivity> saEntry : ac.getActivityMap().entrySet()) {
+                        SuperActivity sa = (SuperActivity) saEntry.getValue();
+                        if (sa.getActivityMap().get(aid) != null) {
+                            List<IConnectorDescriptor> conns = sa.getActivityOutputMap().get(aid);
+                            if (conns != null && conns.size() >= outputIndex) {
+                                IConnectorDescriptor conn = conns.get(outputIndex);
+                                return sa.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                            } else {
+                                superActivityOutputChannel = sa.getClusterOutputIndex(Pair.of(aid, outputIndex));
+                                if (superActivityOutputChannel >= 0) {
+                                    return recordDescProvider.getOutputRecordDescriptor(sa.getActivityId(),
+                                            superActivityOutputChannel);
+                                }
+                            }
+                        }
+                    }
+                }
+                return null;
+            }
+
+        };
+        return new SuperActivityOperatorNodePushable(this, startActivities, ctx, wrappedRecDescProvider, partition,
+                nPartitions);
+    }
+
+    @Override
+    public ActivityId getActivityId() {
+        return activityId;
+    }
+
+    @Override
+    public String toString() {
+        return getActivityMap().values().toString();
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java
new file mode 100644
index 0000000..827e478
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/rewriter/runtime/SuperActivityOperatorNodePushable.java
@@ -0,0 +1,221 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.rewriter.runtime;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Queue;
+import java.util.concurrent.Callable;
+import java.util.concurrent.Future;
+
+import org.apache.commons.lang3.tuple.Pair;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The runtime of a SuperActivity, which internally executes a DAG of one-to-one
+ * connected activities in a single thread.
+ *
+ * @author yingyib
+ */
+public class SuperActivityOperatorNodePushable implements IOperatorNodePushable {
+    private final Map<ActivityId, IOperatorNodePushable> operatorNodePushables = new HashMap<ActivityId, IOperatorNodePushable>();
+    private final List<IOperatorNodePushable> operatorNodePushablesBFSOrder = new ArrayList<IOperatorNodePushable>();
+    private final Map<ActivityId, IActivity> startActivities;
+    private final SuperActivity parent;
+    private final IHyracksTaskContext ctx;
+    private final IRecordDescriptorProvider recordDescProvider;
+    private final int partition;
+    private final int nPartitions;
+    private int inputArity = 0;
+
+    public SuperActivityOperatorNodePushable(SuperActivity parent, Map<ActivityId, IActivity> startActivities,
+            IHyracksTaskContext ctx, IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        this.parent = parent;
+        this.startActivities = startActivities;
+        this.ctx = ctx;
+        this.recordDescProvider = recordDescProvider;
+        this.partition = partition;
+        this.nPartitions = nPartitions;
+
+        /**
+         * initialize the writer-relationship for the internal DAG of operator
+         * node pushables
+         */
+        try {
+            init();
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        // Initializes all OperatorNodePushables in parallel.
+        runInParallel(op -> op.initialize());
+    }
+
+    public void init() throws HyracksDataException {
+        Map<ActivityId, IOperatorNodePushable> startOperatorNodePushables = new HashMap<ActivityId, IOperatorNodePushable>();
+        Queue<Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>> childQueue = new LinkedList<Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>>>();
+        List<IConnectorDescriptor> outputConnectors = null;
+
+        /**
+         * Set up the source operators
+         */
+        for (Entry<ActivityId, IActivity> entry : startActivities.entrySet()) {
+            IOperatorNodePushable opPushable = entry.getValue().createPushRuntime(ctx, recordDescProvider, partition,
+                    nPartitions);
+            startOperatorNodePushables.put(entry.getKey(), opPushable);
+            operatorNodePushablesBFSOrder.add(opPushable);
+            operatorNodePushables.put(entry.getKey(), opPushable);
+            inputArity += opPushable.getInputArity();
+            outputConnectors = parent.getActivityOutputMap().get(entry.getKey());
+            if (outputConnectors != null) {
+                for (IConnectorDescriptor conn : outputConnectors) {
+                    childQueue.add(parent.getConnectorActivityMap().get(conn.getConnectorId()));
+                }
+            }
+        }
+
+        /**
+         * Using BFS (breadth-first search) to construct to runtime execution
+         * DAG;
+         */
+        while (childQueue.size() > 0) {
+            /**
+             * expend the executing activities further to the downstream
+             */
+            if (outputConnectors != null && outputConnectors.size() > 0) {
+                for (IConnectorDescriptor conn : outputConnectors) {
+                    if (conn != null) {
+                        childQueue.add(parent.getConnectorActivityMap().get(conn.getConnectorId()));
+                    }
+                }
+            }
+
+            /**
+             * construct the source to destination information
+             */
+            Pair<Pair<IActivity, Integer>, Pair<IActivity, Integer>> channel = childQueue.poll();
+            ActivityId sourceId = channel.getLeft().getLeft().getActivityId();
+            int outputChannel = channel.getLeft().getRight();
+            ActivityId destId = channel.getRight().getLeft().getActivityId();
+            int inputChannel = channel.getRight().getRight();
+            IOperatorNodePushable sourceOp = operatorNodePushables.get(sourceId);
+            IOperatorNodePushable destOp = operatorNodePushables.get(destId);
+            if (destOp == null) {
+                destOp = channel.getRight().getLeft().createPushRuntime(ctx, recordDescProvider, partition,
+                        nPartitions);
+                operatorNodePushablesBFSOrder.add(destOp);
+                operatorNodePushables.put(destId, destOp);
+            }
+
+            /**
+             * construct the dataflow connection from a producer to a consumer
+             */
+            sourceOp.setOutputFrameWriter(outputChannel, destOp.getInputFrameWriter(inputChannel),
+                    recordDescProvider.getInputRecordDescriptor(destId, inputChannel));
+
+            /**
+             * traverse to the child of the current activity
+             */
+            outputConnectors = parent.getActivityOutputMap().get(destId);
+        }
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+        // De-initialize all OperatorNodePushables in parallel.
+        runInParallel(op -> op.deinitialize());
+    }
+
+    @Override
+    public int getInputArity() {
+        return inputArity;
+    }
+
+    @Override
+    public void setOutputFrameWriter(int clusterOutputIndex, IFrameWriter writer, RecordDescriptor recordDesc)
+            throws HyracksDataException {
+        /**
+         * set the right output frame writer
+         */
+        Pair<ActivityId, Integer> activityIdOutputIndex = parent.getActivityIdOutputIndex(clusterOutputIndex);
+        IOperatorNodePushable opPushable = operatorNodePushables.get(activityIdOutputIndex.getLeft());
+        opPushable.setOutputFrameWriter(activityIdOutputIndex.getRight(), writer, recordDesc);
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(final int index) {
+        /**
+         * get the right IFrameWriter from the cluster input index
+         */
+        Pair<ActivityId, Integer> activityIdInputIndex = parent.getActivityIdInputIndex(index);
+        IOperatorNodePushable operatorNodePushable = operatorNodePushables.get(activityIdInputIndex.getLeft());
+        IFrameWriter writer = operatorNodePushable.getInputFrameWriter(activityIdInputIndex.getRight());
+        return writer;
+    }
+
+    @Override
+    public String getDisplayName() {
+        return "Super Activity " + parent.getActivityMap().values().toString();
+    }
+
+    interface OperatorNodePushableAction {
+        public void runAction(IOperatorNodePushable op) throws HyracksDataException;
+    }
+
+    private void runInParallel(OperatorNodePushableAction opAction) throws HyracksDataException {
+        List<Future<Void>> initializationTasks = new ArrayList<Future<Void>>();
+        try {
+            // Run one action for all OperatorNodePushables in parallel through a thread pool.
+            for (final IOperatorNodePushable op : operatorNodePushablesBFSOrder) {
+                initializationTasks.add(ctx.getExecutorService().submit(new Callable<Void>() {
+                    @Override
+                    public Void call() throws Exception {
+                        opAction.runAction(op);
+                        return null;
+                    }
+                }));
+            }
+            // Waits until all parallel actions to finish.
+            for (Future<Void> initializationTask : initializationTasks) {
+                initializationTask.get();
+            }
+        } catch (Throwable th) {
+            for (Future<Void> initializationTask : initializationTasks) {
+                initializationTask.cancel(true);
+            }
+            throw new HyracksDataException(th);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/service/IControllerService.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/service/IControllerService.java
new file mode 100644
index 0000000..2e742ac
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/service/IControllerService.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.service;
+
+public interface IControllerService {
+    public void start() throws Exception;
+
+    public void stop() throws Exception;
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/ClusterTopology.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/ClusterTopology.java
new file mode 100644
index 0000000..565f9c4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/ClusterTopology.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.topology;
+
+import java.io.Serializable;
+import java.util.List;
+
+public class ClusterTopology implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final NetworkSwitch clusterSwitch;
+
+    public ClusterTopology(NetworkSwitch clusterSwitch) {
+        this.clusterSwitch = clusterSwitch;
+    }
+
+    public NetworkSwitch getClusterSwitch() {
+        return clusterSwitch;
+    }
+
+    public boolean lookupNetworkTerminal(String terminalName, List<Integer> path) {
+        return clusterSwitch.lookupNetworkTerminal(terminalName, path);
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkEndpoint.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkEndpoint.java
new file mode 100644
index 0000000..9ecb1d4
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkEndpoint.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.topology;
+
+import java.io.Serializable;
+import java.util.Map;
+
+public abstract class NetworkEndpoint implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    public enum EndpointType {
+        NETWORK_SWITCH,
+        NETWORK_TERMINAL,
+    }
+
+    protected final String name;
+
+    protected final Map<String, String> properties;
+
+    public NetworkEndpoint(String name, Map<String, String> properties) {
+        this.name = name;
+        this.properties = properties;
+    }
+
+    public abstract EndpointType getType();
+
+    public final String getName() {
+        return name;
+    }
+
+    public final Map<String, String> getProperties() {
+        return properties;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkSwitch.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkSwitch.java
new file mode 100644
index 0000000..ae00d37
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkSwitch.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.topology;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+public class NetworkSwitch extends NetworkEndpoint {
+    private static final long serialVersionUID = 1L;
+
+    private final Port[] ports;
+
+    private final Map<String, Integer> terminalNamePortIndexMap;
+
+    public NetworkSwitch(String name, Map<String, String> properties, Port[] ports) {
+        super(name, properties);
+        this.ports = ports;
+        terminalNamePortIndexMap = new HashMap<String, Integer>();
+        for (int i = 0; i < ports.length; ++i) {
+            Port port = ports[i];
+            NetworkEndpoint endpoint = port.getEndpoint();
+            Integer portIndex = Integer.valueOf(i);
+            switch (endpoint.getType()) {
+                case NETWORK_SWITCH: {
+                    NetworkSwitch s = (NetworkSwitch) endpoint;
+                    for (String t : s.terminalNamePortIndexMap.keySet()) {
+                        terminalNamePortIndexMap.put(t, portIndex);
+                    }
+                    break;
+                }
+
+                case NETWORK_TERMINAL: {
+                    NetworkTerminal t = (NetworkTerminal) endpoint;
+                    terminalNamePortIndexMap.put(t.getName(), portIndex);
+                    break;
+                }
+            }
+        }
+    }
+
+    public Port[] getPorts() {
+        return ports;
+    }
+
+    @Override
+    public EndpointType getType() {
+        return EndpointType.NETWORK_SWITCH;
+    }
+
+    boolean lookupNetworkTerminal(String terminalName, List<Integer> path) {
+        if (terminalNamePortIndexMap.containsKey(terminalName)) {
+            Integer portIndex = terminalNamePortIndexMap.get(terminalName);
+            path.add(portIndex);
+            NetworkEndpoint endpoint = ports[portIndex.intValue()].getEndpoint();
+            if (endpoint.getType() == EndpointType.NETWORK_SWITCH) {
+                ((NetworkSwitch) endpoint).lookupNetworkTerminal(terminalName, path);
+            }
+            return true;
+        }
+        return false;
+    }
+
+    void getPortList(List<Integer> path, int stepIndex, List<Port> portList) {
+        if (stepIndex >= path.size()) {
+            return;
+        }
+        int portIndex = path.get(stepIndex);
+        Port port = ports[portIndex];
+        portList.add(port);
+        ++stepIndex;
+        if (stepIndex >= path.size()) {
+            return;
+        }
+        NetworkEndpoint endpoint = port.getEndpoint();
+        if (endpoint.getType() != EndpointType.NETWORK_SWITCH) {
+            throw new IllegalArgumentException("Path provided, " + path + ", longer than depth of topology tree");
+        }
+        ((NetworkSwitch) endpoint).getPortList(path, stepIndex, portList);
+    }
+
+    public static class Port implements Serializable {
+        private static final long serialVersionUID = 1L;
+
+        private final NetworkEndpoint endpoint;
+
+        public Port(NetworkEndpoint endpoint) {
+            this.endpoint = endpoint;
+        }
+
+        public NetworkEndpoint getEndpoint() {
+            return endpoint;
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkTerminal.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkTerminal.java
new file mode 100644
index 0000000..d4937c6
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/NetworkTerminal.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.topology;
+
+import java.util.Map;
+
+public class NetworkTerminal extends NetworkEndpoint {
+    private static final long serialVersionUID = 1L;
+
+    public NetworkTerminal(String name, Map<String, String> properties) {
+        super(name, properties);
+    }
+
+    @Override
+    public EndpointType getType() {
+        return EndpointType.NETWORK_TERMINAL;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/TopologyDefinitionParser.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/TopologyDefinitionParser.java
new file mode 100644
index 0000000..57330af
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/topology/TopologyDefinitionParser.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.topology;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Stack;
+
+import org.xml.sax.Attributes;
+import org.xml.sax.InputSource;
+import org.xml.sax.SAXException;
+import org.xml.sax.XMLReader;
+import org.xml.sax.helpers.DefaultHandler;
+import org.xml.sax.helpers.XMLReaderFactory;
+
+import org.apache.hyracks.api.topology.NetworkEndpoint.EndpointType;
+
+public class TopologyDefinitionParser {
+    private final Stack<ElementStackEntry> stack;
+
+    private boolean inPropertyElement;
+
+    private TopologyDefinitionParser() {
+        stack = new Stack<ElementStackEntry>();
+        inPropertyElement = false;
+    }
+
+    public static ClusterTopology parse(InputSource in) throws IOException, SAXException {
+        TopologyDefinitionParser parser = new TopologyDefinitionParser();
+        return parser.parseInternal(in);
+    }
+
+    private ClusterTopology parseInternal(InputSource in) throws IOException, SAXException {
+        XMLReader parser;
+        parser = XMLReaderFactory.createXMLReader();
+        SAXContentHandler handler = new SAXContentHandler();
+        parser.setContentHandler(handler);
+        parser.parse(in);
+        if (stack.size() != 1) {
+            throw new IllegalStateException("Malformed topology definition");
+        }
+        ElementStackEntry e = stack.pop();
+        if (e.ports.size() != 1) {
+            throw new IllegalArgumentException("Malformed topology definition");
+        }
+        NetworkEndpoint endpoint = e.ports.get(0).getEndpoint();
+        if (endpoint.getType() != EndpointType.NETWORK_SWITCH) {
+            throw new IllegalArgumentException("Top level content in cluster-topology must be network-switch");
+        }
+        return new ClusterTopology((NetworkSwitch) endpoint);
+    }
+
+    private class SAXContentHandler extends DefaultHandler {
+        @Override
+        public void endElement(String uri, String localName, String qName) throws SAXException {
+            if ("network-switch".equals(localName) || "terminal".equals(localName)) {
+                ElementStackEntry e = stack.pop();
+                NetworkEndpoint endpoint = e.type == EndpointType.NETWORK_SWITCH ? new NetworkSwitch(e.name,
+                        e.properties, e.ports.toArray(new NetworkSwitch.Port[e.ports.size()])) : new NetworkTerminal(
+                        e.name, e.properties);
+                stack.peek().ports.add(new NetworkSwitch.Port(endpoint));
+            } else if ("property".equals(localName)) {
+                if (!inPropertyElement) {
+                    throw new IllegalStateException("Improperly nested property element encountered");
+                }
+                inPropertyElement = false;
+            }
+        }
+
+        @Override
+        public void startElement(String uri, String localName, String qName, Attributes atts) throws SAXException {
+            if ("cluster-topology".equals(localName)) {
+                if (!stack.isEmpty()) {
+                    throw new IllegalStateException("Encountered unexpected " + qName);
+                }
+                stack.push(new ElementStackEntry(null, ""));
+            } else if ("network-switch".equals(localName) || "terminal".equals(localName)) {
+                String name = atts.getValue("", "name");
+                if (name == null) {
+                    throw new IllegalStateException("Encountered " + localName + " element with no name attribute");
+                }
+                EndpointType type = "network-switch".equals(localName) ? EndpointType.NETWORK_SWITCH
+                        : EndpointType.NETWORK_TERMINAL;
+                ElementStackEntry e = new ElementStackEntry(type, name);
+                stack.push(e);
+            } else if ("property".equals(localName)) {
+                if (inPropertyElement) {
+                    throw new IllegalStateException("Improperly nested property element encountered");
+                }
+                String name = atts.getValue("", "name");
+                if (name == null) {
+                    throw new IllegalStateException("Encountered " + localName + " element with no name attribute");
+                }
+                String value = atts.getValue("", "value");
+                if (value == null) {
+                    throw new IllegalStateException("Encountered " + localName + " element with no value attribute");
+                }
+                stack.peek().properties.put(name, value);
+                inPropertyElement = true;
+            }
+        }
+    }
+
+    private static class ElementStackEntry {
+        private final EndpointType type;
+
+        private final String name;
+
+        private final Map<String, String> properties;
+
+        private final List<NetworkSwitch.Port> ports;
+
+        public ElementStackEntry(EndpointType type, String name) {
+            this.type = type;
+            this.name = name;
+            this.properties = new HashMap<String, String>();
+            ports = new ArrayList<NetworkSwitch.Port>();
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeProfiler.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeProfiler.java
new file mode 100644
index 0000000..7673f2c
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeProfiler.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.util;
+
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+public class ExecutionTimeProfiler {
+
+    public static final boolean PROFILE_MODE = false;
+    public static final String INIT = "init";
+    private FileOutputStream fos;
+    private String filePath;
+    private StringBuilder sb;
+    private int printInterval;
+    private int addCount;
+    private Object lock1 = new Object();
+
+
+    // [Key: Job, Value: [Key: Operator, Value: Duration of each operators]]
+    private HashMap<String, LinkedHashMap<String, String>> spentTimePerJobMap;
+
+    public ExecutionTimeProfiler(String filePath, int printInterval) {
+        this.filePath = new String(filePath);
+        this.sb = new StringBuilder();
+        this.printInterval = printInterval;
+        this.spentTimePerJobMap = new HashMap<String, LinkedHashMap<String, String>>();
+    }
+
+    public void begin() {
+        try {
+            fos = ExperimentProfilerUtils.openOutputFile(filePath);
+            addCount = 0;
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public synchronized void add(String jobSignature, String operatorSignature, String message, boolean flushNeeded) {
+
+        if (!spentTimePerJobMap.containsKey(jobSignature)) {
+            spentTimePerJobMap.put(jobSignature, new LinkedHashMap<String, String>());
+        }
+        spentTimePerJobMap.get(jobSignature).put(operatorSignature, message);
+
+        if (flushNeeded) {
+            flush(jobSignature);
+        }
+    }
+
+    public synchronized void flush(String jobSignature) {
+        try {
+            synchronized (lock1) {
+                sb.append("\n\n");
+                for (Map.Entry<String, String> entry : spentTimePerJobMap.get(jobSignature).entrySet()) {
+                    sb.append(entry.getValue());
+                }
+                fos.write(sb.toString().getBytes());
+                fos.flush();
+                spentTimePerJobMap.get(jobSignature).clear();
+                sb.setLength(0);
+            }
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void clear() {
+        spentTimePerJobMap.clear();
+        sb.setLength(0);
+    }
+
+    public void clear(String jobSignature) {
+        spentTimePerJobMap.get(jobSignature).clear();
+        sb.setLength(0);
+    }
+
+    public synchronized void end() {
+        try {
+            if (fos != null) {
+                fos.flush();
+                fos.close();
+                fos = null;
+            }
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeStopWatch.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeStopWatch.java
new file mode 100644
index 0000000..4613fd5
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExecutionTimeStopWatch.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.util;
+
+import java.text.SimpleDateFormat;
+
+public class ExecutionTimeStopWatch {
+    private long startTime = 0;
+    private long stopTime = 0;
+    private long elapsedTime = 0;
+
+    private long elapsedTimeBetweenTimeStamp = 0;
+
+    // starting timestamp of an operator
+    private long startTimeStamp = 0;
+
+    // ending timestamp
+    private long endTimeStamp = 0;
+
+    // The timer has started?
+    private boolean isStarted = false;
+
+    private String message;
+
+    public void start() {
+        elapsedTime = 0;
+        startTime = System.currentTimeMillis();
+        startTimeStamp = startTime;
+        isStarted = true;
+        message = "";
+    }
+
+    public void suspend() {
+        stopTime = System.currentTimeMillis();
+        elapsedTime += stopTime - startTime;
+    }
+
+    public void resume() {
+        startTime = System.currentTimeMillis();
+    }
+
+    public void finish() {
+        endTimeStamp = stopTime;
+        elapsedTimeBetweenTimeStamp = endTimeStamp - startTimeStamp;
+    }
+
+    // elapsed time in milliseconds
+    public long getElapsedTime() {
+        return elapsedTime;
+    }
+
+    // elapsed time in seconds
+    public double getElapsedTimeSecs() {
+        return (double) elapsedTime / 1000;
+    }
+
+    // elapsed time in milliseconds
+    public long getElapsedTimeStamp() {
+        return elapsedTimeBetweenTimeStamp;
+    }
+
+    // elapsed time in seconds
+    public double getElapsedTimeStampSecs() {
+        return (double) elapsedTimeBetweenTimeStamp / 1000;
+    }
+
+    public String getMessage(String operatorName, long timeStamp) {
+        message = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss,SSS").format(timeStamp) + "\t" + operatorName + "\t"
+                + this.getElapsedTime() + "\t" + this.getElapsedTimeSecs() + "\t" + this.getElapsedTimeStamp() + "\t"
+                + this.getElapsedTimeStampSecs() + "\n";
+        return message;
+    }
+
+    public long getStartTimeStamp() {
+        return startTimeStamp;
+    }
+
+    public long getEndTimeStamp() {
+        return endTimeStamp;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfiler.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfiler.java
new file mode 100644
index 0000000..b98d7d3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfiler.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.util;
+
+import java.io.FileOutputStream;
+import java.io.IOException;
+
+public class ExperimentProfiler {
+
+    public static final boolean PROFILE_MODE = false;
+    private FileOutputStream fos;
+    private String filePath;
+    private StringBuilder sb;
+    private int printInterval;
+    private int addCount;
+
+    public ExperimentProfiler(String filePath, int printInterval) {
+        this.filePath = new String(filePath);
+        this.sb = new StringBuilder();
+        this.printInterval = printInterval;
+    }
+
+    public void begin() {
+        try {
+            fos = ExperimentProfilerUtils.openOutputFile(filePath);
+            addCount = 0;
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public synchronized void add(String s) {
+        sb.append(s);
+        if (printInterval > 0 && ++addCount % printInterval == 0) {
+            flush();
+            addCount = 0;
+        }
+    }
+
+    public synchronized void flush() {
+        try {
+            fos.write(sb.toString().getBytes());
+            fos.flush();
+            sb.setLength(0);
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public synchronized void end() {
+        try {
+            if (fos != null) {
+                fos.flush();
+                fos.close();
+                fos = null;
+            }
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw new IllegalStateException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfilerUtils.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfilerUtils.java
new file mode 100644
index 0000000..2305573
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/ExperimentProfilerUtils.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.util;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+
+public class ExperimentProfilerUtils {
+    public static void printToOutputFile(StringBuffer sb, FileOutputStream fos) throws IllegalStateException,
+            IOException {
+        fos.write(sb.toString().getBytes());
+    }
+
+    public static FileOutputStream openOutputFile(String filepath) throws IOException {
+        File file = new File(filepath);
+        if (file.exists()) {
+            file.delete();
+        }
+        file.createNewFile();
+        return new FileOutputStream(file);
+    }
+
+    public static void closeOutputFile(OutputStream os) throws IOException {
+        os.flush();
+        os.close();
+        os = null;
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/JavaSerializationUtils.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/JavaSerializationUtils.java
new file mode 100644
index 0000000..1324c3f
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/JavaSerializationUtils.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.ObjectInputStream;
+import java.io.ObjectOutputStream;
+import java.io.ObjectStreamClass;
+import java.io.Serializable;
+import java.lang.reflect.Modifier;
+import java.lang.reflect.Proxy;
+
+public class JavaSerializationUtils {
+    public static byte[] serialize(Serializable jobSpec) throws IOException {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        ObjectOutputStream oos = new ObjectOutputStream(baos);
+        oos.writeObject(jobSpec);
+        return baos.toByteArray();
+    }
+
+    public static byte[] serialize(Serializable jobSpec, ClassLoader classLoader) throws IOException {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        ObjectOutputStream oos = new ObjectOutputStream(baos);
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(classLoader);
+            oos.writeObject(jobSpec);
+            return baos.toByteArray();
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public static Object deserialize(byte[] bytes) throws IOException, ClassNotFoundException {
+        if (bytes == null) {
+            return null;
+        }
+        ObjectInputStream ois = new ObjectInputStream(new ByteArrayInputStream(bytes));
+        return ois.readObject();
+    }
+
+    public static Object deserialize(byte[] bytes, ClassLoader classLoader) throws IOException, ClassNotFoundException {
+        if (bytes == null) {
+            return null;
+        }
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(classLoader);
+            ObjectInputStream ois = new ClassLoaderObjectInputStream(new ByteArrayInputStream(bytes), classLoader);
+            return ois.readObject();
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public static Class<?> loadClass(String className) throws IOException, ClassNotFoundException {
+        return Class.forName(className);
+    }
+
+    private static class ClassLoaderObjectInputStream extends ObjectInputStream {
+        private ClassLoader classLoader;
+
+        protected ClassLoaderObjectInputStream(InputStream in, ClassLoader classLoader) throws IOException,
+                SecurityException {
+            super(in);
+            this.classLoader = classLoader;
+        }
+
+        @Override
+        protected Class<?> resolveClass(ObjectStreamClass desc) throws ClassNotFoundException {
+            return Class.forName(desc.getName(), false, classLoader);
+        }
+
+        @Override
+        protected Class<?> resolveProxyClass(String[] interfaces) throws IOException, ClassNotFoundException {
+            ClassLoader nonPublicLoader = null;
+            boolean hasNonPublicInterface = false;
+
+            // define proxy in class loader of non-public interface(s), if any
+            Class[] classObjs = new Class[interfaces.length];
+            for (int i = 0; i < interfaces.length; i++) {
+                Class cl = Class.forName(interfaces[i], false, classLoader);
+                if ((cl.getModifiers() & Modifier.PUBLIC) == 0) {
+                    if (hasNonPublicInterface) {
+                        if (nonPublicLoader != cl.getClassLoader()) {
+                            throw new IllegalAccessError("conflicting non-public interface class loaders");
+                        }
+                    } else {
+                        nonPublicLoader = cl.getClassLoader();
+                        hasNonPublicInterface = true;
+                    }
+                }
+                classObjs[i] = cl;
+            }
+            try {
+                return Proxy.getProxyClass(hasNonPublicInterface ? nonPublicLoader : classLoader, classObjs);
+            } catch (IllegalArgumentException e) {
+                throw new ClassNotFoundException(null, e);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/OperatorExecutionTimeProfiler.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/OperatorExecutionTimeProfiler.java
new file mode 100644
index 0000000..b5d632b
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/OperatorExecutionTimeProfiler.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.api.util;
+
+import java.net.Inet4Address;
+import java.net.UnknownHostException;
+
+public class OperatorExecutionTimeProfiler {
+    public static final OperatorExecutionTimeProfiler INSTANCE = new OperatorExecutionTimeProfiler();
+    public ExecutionTimeProfiler executionTimeProfiler;
+
+    private OperatorExecutionTimeProfiler() {
+        String profileHomeDir = SpatialIndexProfiler.PROFILE_HOME_DIR;
+        if (ExecutionTimeProfiler.PROFILE_MODE) {
+            //SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd-HH-mm-ss-SSS");
+            try {
+                executionTimeProfiler = new ExecutionTimeProfiler(profileHomeDir + "executionTime-"
+                        + Inet4Address.getLocalHost().getHostAddress() + ".txt", 1);
+            } catch (UnknownHostException e) {
+                e.printStackTrace();
+            }
+            executionTimeProfiler.begin();
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/SpatialIndexProfiler.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/SpatialIndexProfiler.java
new file mode 100644
index 0000000..a1b40d0
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/SpatialIndexProfiler.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.util;
+
+import java.net.Inet4Address;
+import java.net.UnknownHostException;
+
+public class SpatialIndexProfiler {
+    public static final SpatialIndexProfiler INSTANCE = new SpatialIndexProfiler();
+    public static final String PROFILE_HOME_DIR = "/data/seok.kim/spatial-index-experiment/asterix-instance/logs/";
+    //    public static final String PROFILE_HOME_DIR = "/Volumes/MyPassport/workspace/spatial-index-experiment/asterix-instance/logs/";
+    public ExperimentProfiler falsePositivePerQuery;
+    public ExperimentProfiler cacheMissPerQuery;
+
+    private SpatialIndexProfiler() {
+        if (ExperimentProfiler.PROFILE_MODE) {
+            //SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd-HH:mm:ss.SSS");
+            try {
+                falsePositivePerQuery = new ExperimentProfiler(PROFILE_HOME_DIR + "falsePositivePerQuery-"
+                        + Inet4Address.getLocalHost().getHostAddress() + ".txt", 1);
+            } catch (UnknownHostException e) {
+                // TODO Auto-generated catch block
+                e.printStackTrace();
+            }
+            falsePositivePerQuery.begin();
+            try {
+                cacheMissPerQuery = new ExperimentProfiler(PROFILE_HOME_DIR + "cacheMissPerQuery-"
+                        + Inet4Address.getLocalHost().getHostAddress() + ".txt", 1);
+            } catch (UnknownHostException e) {
+                // TODO Auto-generated catch block
+                e.printStackTrace();
+            }
+            cacheMissPerQuery.begin();
+        }
+    }
+}
diff --git a/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/StopWatch.java b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/StopWatch.java
new file mode 100644
index 0000000..e752cb3
--- /dev/null
+++ b/hyracks/hyracks-api/src/main/java/org/apache/hyracks/api/util/StopWatch.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.api.util;
+
+public class StopWatch {
+    private long startTime = 0;
+    private long stopTime = 0;
+    private long elapsedTime = 0;
+
+    public void start() {
+        elapsedTime = 0;
+        startTime = System.currentTimeMillis();
+    }
+
+    public void stop() {
+        stopTime = System.currentTimeMillis();
+        elapsedTime += stopTime - startTime;
+    }
+
+    public void resume() {
+        startTime = System.currentTimeMillis();
+    }
+
+    //elaspsed time in milliseconds
+    public long getElapsedTime() {
+        return elapsedTime;
+    }
+
+    //elaspsed time in seconds
+    public long getElapsedTimeSecs() {
+        return elapsedTime / 1000;
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-client/pom.xml b/hyracks/hyracks-client/pom.xml
new file mode 100644
index 0000000..1007f92
--- /dev/null
+++ b/hyracks/hyracks-client/pom.xml
@@ -0,0 +1,105 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-client</artifactId>
+	<name>hyracks-client</name>
+	<parent>
+		<groupId>org.apache.hyracks</groupId>
+		<artifactId>hyracks</artifactId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-clean-plugin</artifactId>
+				<version>2.5</version>
+				<configuration>
+					<filesets>
+						<fileset>
+							<directory>.</directory>
+							<includes>
+								<include>teststore*</include>
+								<include>edu*</include>
+								<include>actual*</include>
+								<include>build*</include>
+								<include>expect*</include>
+								<include>ClusterController*</include>
+								<include>edu.uci.*</include>
+								<include>dev*</include>
+							</includes>
+						</fileset>
+					</filesets>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-net</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-comm</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-dataflow-common</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+		<dependency>
+			<groupId>com.googlecode.json-simple</groupId>
+			<artifactId>json-simple</artifactId>
+			<version>1.1</version>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/DatasetClientContext.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/DatasetClientContext.java
new file mode 100644
index 0000000..9eb5914
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/DatasetClientContext.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.dataset;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+
+public class DatasetClientContext extends FrameManager implements IHyracksCommonContext {
+    private final int frameSize;
+
+    public DatasetClientContext(int frameSize) {
+        super(frameSize);
+        this.frameSize = frameSize;
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return null;
+    }
+
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDataset.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDataset.java
new file mode 100644
index 0000000..f60b3c3
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDataset.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.dataset;
+
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.IHyracksDataset;
+import org.apache.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import org.apache.hyracks.api.dataset.IHyracksDatasetReader;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.client.net.ClientNetworkManager;
+
+public class HyracksDataset implements IHyracksDataset {
+    private final IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection;
+
+    private final ClientNetworkManager netManager;
+
+    private final DatasetClientContext datasetClientCtx;
+
+    public HyracksDataset(IHyracksClientConnection hcc, int frameSize, int nReaders) throws Exception {
+        NetworkAddress ddsAddress = hcc.getDatasetDirectoryServiceInfo();
+        datasetDirectoryServiceConnection = new HyracksDatasetDirectoryServiceConnection
+            (ddsAddress.getAddress(), ddsAddress.getPort());
+
+        netManager = new ClientNetworkManager(nReaders);
+        netManager.start();
+
+        datasetClientCtx = new DatasetClientContext(frameSize);
+    }
+
+    @Override
+    public IHyracksDatasetReader createReader(JobId jobId, ResultSetId resultSetId) throws HyracksDataException {
+        IHyracksDatasetReader reader = null;
+        try {
+            reader = new HyracksDatasetReader(datasetDirectoryServiceConnection, netManager, datasetClientCtx, jobId,
+                    resultSetId);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        return reader;
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java
new file mode 100644
index 0000000..075747d
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceConnection.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.dataset;
+
+import java.net.InetSocketAddress;
+
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import org.apache.hyracks.api.dataset.IHyracksDatasetDirectoryServiceInterface;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.RPCInterface;
+import org.apache.hyracks.ipc.impl.IPCSystem;
+import org.apache.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+
+//TODO(madhusudancs): Should this implementation be moved to org.apache.hyracks.client?
+public class HyracksDatasetDirectoryServiceConnection implements IHyracksDatasetDirectoryServiceConnection {
+    private final IPCSystem ipc;
+    private final IHyracksDatasetDirectoryServiceInterface ddsi;
+
+    public HyracksDatasetDirectoryServiceConnection(String ddsHost, int ddsPort) throws Exception {
+        RPCInterface rpci = new RPCInterface();
+        ipc = new IPCSystem(new InetSocketAddress(0), rpci, new JavaSerializationBasedPayloadSerializerDeserializer());
+        ipc.start();
+        IIPCHandle ddsIpchandle = ipc.getHandle(new InetSocketAddress(ddsHost, ddsPort));
+        this.ddsi = new HyracksDatasetDirectoryServiceInterfaceRemoteProxy(ddsIpchandle, rpci);
+    }
+
+    @Override
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception {
+        return ddsi.getDatasetResultStatus(jobId, rsId);
+    }
+
+    @Override
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception {
+        return ddsi.getDatasetResultLocations(jobId, rsId, knownRecords);
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java
new file mode 100644
index 0000000..4310cd0
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetDirectoryServiceInterfaceRemoteProxy.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.dataset;
+
+import org.apache.hyracks.api.client.HyracksClientInterfaceFunctions;
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.IHyracksDatasetDirectoryServiceInterface;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.RPCInterface;
+
+//TODO(madhusudancs): Should this implementation be moved to org.apache.hyracks.client?
+public class HyracksDatasetDirectoryServiceInterfaceRemoteProxy implements IHyracksDatasetDirectoryServiceInterface {
+    private final IIPCHandle ipcHandle;
+
+    private final RPCInterface rpci;
+
+    public HyracksDatasetDirectoryServiceInterfaceRemoteProxy(IIPCHandle ipcHandle, RPCInterface rpci) {
+        this.ipcHandle = ipcHandle;
+        this.rpci = rpci;
+    }
+
+    @Override
+    public Status getDatasetResultStatus(JobId jobId, ResultSetId rsId) throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction gdrlf = new HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction(
+                jobId, rsId);
+        return (Status) rpci.call(ipcHandle, gdrlf);
+    }
+
+    @Override
+    public DatasetDirectoryRecord[] getDatasetResultLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords) throws Exception {
+        HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction gdrlf = new HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction(
+                jobId, rsId, knownRecords);
+        return (DatasetDirectoryRecord[]) rpci.call(ipcHandle, gdrlf);
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetReader.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetReader.java
new file mode 100644
index 0000000..f6f05d2
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/dataset/HyracksDatasetReader.java
@@ -0,0 +1,262 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.dataset;
+
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+import java.net.UnknownHostException;
+import java.nio.ByteBuffer;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.IDatasetInputChannelMonitor;
+import org.apache.hyracks.api.dataset.IHyracksDatasetDirectoryServiceConnection;
+import org.apache.hyracks.api.dataset.IHyracksDatasetReader;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.client.net.ClientNetworkManager;
+import org.apache.hyracks.comm.channels.DatasetNetworkInputChannel;
+
+// TODO(madhusudancs): Should this implementation be moved to org.apache.hyracks.client?
+public class HyracksDatasetReader implements IHyracksDatasetReader {
+    private static final Logger LOGGER = Logger.getLogger(HyracksDatasetReader.class.getName());
+
+    private final IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection;
+
+    private final ClientNetworkManager netManager;
+
+    private final DatasetClientContext datasetClientCtx;
+
+    private JobId jobId;
+
+    private ResultSetId resultSetId;
+
+    private DatasetDirectoryRecord[] knownRecords;
+
+    private IDatasetInputChannelMonitor[] monitors;
+
+    private int lastReadPartition;
+
+    private IDatasetInputChannelMonitor lastMonitor;
+
+    private DatasetNetworkInputChannel resultChannel;
+
+    private static int NUM_READ_BUFFERS = 1;
+
+    public HyracksDatasetReader(IHyracksDatasetDirectoryServiceConnection datasetDirectoryServiceConnection,
+            ClientNetworkManager netManager, DatasetClientContext datasetClientCtx, JobId jobId,
+            ResultSetId resultSetId)
+            throws Exception {
+        this.datasetDirectoryServiceConnection = datasetDirectoryServiceConnection;
+        this.netManager = netManager;
+        this.datasetClientCtx = datasetClientCtx;
+        this.jobId = jobId;
+        this.resultSetId = resultSetId;
+        knownRecords = null;
+        monitors = null;
+        lastReadPartition = -1;
+        lastMonitor = null;
+        resultChannel = null;
+    }
+
+    @Override
+    public Status getResultStatus() {
+        Status status = null;
+        try {
+            status = datasetDirectoryServiceConnection.getDatasetResultStatus(jobId, resultSetId);
+        } catch (Exception e) {
+            // TODO(madhusudancs): Decide what to do in case of error
+        }
+        return status;
+    }
+
+    private DatasetDirectoryRecord getRecord(int partition) throws Exception {
+        while (knownRecords == null || knownRecords[partition] == null) {
+            knownRecords = datasetDirectoryServiceConnection
+                    .getDatasetResultLocations(jobId, resultSetId, knownRecords);
+        }
+        return knownRecords[partition];
+    }
+
+    private boolean nextPartition() throws HyracksDataException {
+        ++lastReadPartition;
+        try {
+            DatasetDirectoryRecord record = getRecord(lastReadPartition);
+            while (record.getEmpty() && (++lastReadPartition) < knownRecords.length) {
+                record = getRecord(lastReadPartition);
+            }
+            if (lastReadPartition == knownRecords.length) {
+                return false;
+            }
+            resultChannel = new DatasetNetworkInputChannel(netManager, getSocketAddress(record), jobId, resultSetId,
+                    lastReadPartition, NUM_READ_BUFFERS);
+            lastMonitor = getMonitor(lastReadPartition);
+            resultChannel.registerMonitor(lastMonitor);
+            resultChannel.open(datasetClientCtx);
+            return true;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public int read(IFrame frame) throws HyracksDataException {
+        frame.reset();
+        ByteBuffer readBuffer;
+        int readSize = 0;
+
+        if (lastReadPartition == -1) {
+            if (!nextPartition()) {
+                return readSize;
+            }
+        }
+
+        while (readSize < frame.getFrameSize()
+                && !((lastReadPartition == knownRecords.length - 1) && isPartitionReadComplete(lastMonitor))) {
+            waitForNextFrame(lastMonitor);
+            if (isPartitionReadComplete(lastMonitor)) {
+                knownRecords[lastReadPartition].readEOS();
+                resultChannel.close();
+                if ((lastReadPartition == knownRecords.length - 1) || !nextPartition()) {
+                    break;
+                }
+            } else {
+                readBuffer = resultChannel.getNextBuffer();
+                lastMonitor.notifyFrameRead();
+                if (readBuffer != null) {
+                    if (readSize <=0) {
+                        int nBlocks = FrameHelper.deserializeNumOfMinFrame(readBuffer);
+                        frame.ensureFrameSize(frame.getMinSize() * nBlocks);
+                        frame.getBuffer().clear();
+                        frame.getBuffer().put(readBuffer);
+                        resultChannel.recycleBuffer(readBuffer);
+                        readSize = frame.getBuffer().position();
+                    } else {
+                        frame.getBuffer().put(readBuffer);
+                        resultChannel.recycleBuffer(readBuffer);
+                        readSize = frame.getBuffer().position();
+                    }
+                }
+            }
+        }
+
+        frame.getBuffer().flip();
+        return readSize;
+    }
+
+    private static void waitForNextFrame(IDatasetInputChannelMonitor monitor) throws HyracksDataException {
+        synchronized (monitor) {
+            while (monitor.getNFramesAvailable() <= 0 && !monitor.eosReached() && !monitor.failed()) {
+                try {
+                    monitor.wait();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        }
+        if (monitor.failed()) {
+            throw new HyracksDataException("Job Failed.");
+        }
+    }
+
+    private boolean isPartitionReadComplete(IDatasetInputChannelMonitor monitor) {
+        return (monitor.getNFramesAvailable() <= 0) && (monitor.eosReached());
+    }
+
+    private SocketAddress getSocketAddress(DatasetDirectoryRecord addr) throws UnknownHostException {
+        NetworkAddress netAddr = addr.getNetworkAddress();
+        return new InetSocketAddress(InetAddress.getByAddress(netAddr.lookupIpAddress()), netAddr.getPort());
+    }
+
+    private IDatasetInputChannelMonitor getMonitor(int partition) throws HyracksException {
+        if (knownRecords == null || knownRecords[partition] == null) {
+            throw new HyracksException("Accessing monitors before the obtaining the corresponding addresses.");
+        }
+        if (monitors == null) {
+            monitors = new DatasetInputChannelMonitor[knownRecords.length];
+        }
+        if (monitors[partition] == null) {
+            monitors[partition] = new DatasetInputChannelMonitor();
+        }
+        return monitors[partition];
+    }
+
+    private class DatasetInputChannelMonitor implements IDatasetInputChannelMonitor {
+        private final AtomicInteger nAvailableFrames;
+
+        private final AtomicBoolean eos;
+
+        private final AtomicBoolean failed;
+
+        public DatasetInputChannelMonitor() {
+            nAvailableFrames = new AtomicInteger(0);
+            eos = new AtomicBoolean(false);
+            failed = new AtomicBoolean(false);
+        }
+
+        @Override
+        public synchronized void notifyFailure(IInputChannel channel) {
+            failed.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyDataAvailability(IInputChannel channel, int nFrames) {
+            nAvailableFrames.addAndGet(nFrames);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyEndOfStream(IInputChannel channel) {
+            eos.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized boolean eosReached() {
+            return eos.get();
+        }
+
+        @Override
+        public synchronized boolean failed() {
+            return failed.get();
+        }
+
+        @Override
+        public synchronized int getNFramesAvailable() {
+            return nAvailableFrames.get();
+        }
+
+        @Override
+        public synchronized void notifyFrameRead() {
+            nAvailableFrames.decrementAndGet();
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/net/ClientNetworkManager.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/net/ClientNetworkManager.java
new file mode 100644
index 0000000..6f42410
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/net/ClientNetworkManager.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.net;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+
+import org.apache.hyracks.comm.channels.IChannelConnectionFactory;
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import org.apache.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemux;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class ClientNetworkManager implements IChannelConnectionFactory {
+    private static final int MAX_CONNECTION_ATTEMPTS = 5;
+
+    private final MuxDemux md;
+
+    public ClientNetworkManager(int nThreads) throws IOException {
+        /* This is a connect only socket and does not listen to any incoming connections, so pass null to
+         * localAddress and listener.
+         */
+        md = new MuxDemux(null, null, nThreads, MAX_CONNECTION_ATTEMPTS);
+    }
+
+    public void start() throws IOException {
+        md.start();
+    }
+
+    public void stop() {
+
+    }
+
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = md.connect((InetSocketAddress) remoteAddress);
+        return mConn.openChannel();
+    }
+
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return md.getPerformanceCounters();
+    }
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/AggregateCounter.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/AggregateCounter.java
new file mode 100644
index 0000000..5d51340
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/AggregateCounter.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.client.stats;
+
+import org.apache.hyracks.control.common.job.profiling.counters.Counter;
+
+public class AggregateCounter extends Counter {
+
+    private long sum = 0;
+    private long numOfItems = 0;
+
+    public AggregateCounter(String name) {
+        super(name);
+    }
+
+    @Override
+    public long set(long value) {
+        long retVal = getRetValue();
+        sum += value;
+        numOfItems++;
+        return retVal;
+    }
+
+    @Override
+    public long get() {
+        long retVal = getRetValue();
+        return retVal;
+    }
+
+    public void reset() {
+        sum = 0;
+        numOfItems = 0;
+    }
+
+    private long getRetValue() {
+        long retVal = 0;
+        if (numOfItems != 0) {
+            retVal = sum / numOfItems;
+        } else {
+            retVal = 0;
+        }
+        return retVal;
+    }
+
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/Counters.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/Counters.java
new file mode 100644
index 0000000..83571e4
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/Counters.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.client.stats;
+
+public class Counters {
+    public static final String NUM_PROCESSOR = "num-processors";
+
+    public static final String SYSTEM_LOAD = "system-load-averages";
+
+    public static final String MEMORY_USAGE = "heap-used-sizes";
+
+    public static final String MEMORY_MAX = "heap-max-sizes";
+
+    public static final String NETWORK_IO_READ = "net-payload-bytes-read";
+
+    public static final String NETWORK_IO_WRITE = "net-payload-bytes-written";
+
+    public static final String DISK_READ = "disk-reads";
+
+    public static final String DISK_WRITE = "disk-writes";
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/IClusterCounterContext.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/IClusterCounterContext.java
new file mode 100644
index 0000000..a04a61c
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/IClusterCounterContext.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.client.stats;
+
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+
+public interface IClusterCounterContext extends ICounterContext {
+
+    public ICounter getCounter(String machineName, String counterName, boolean create);
+
+}
diff --git a/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/impl/ClientCounterContext.java b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/impl/ClientCounterContext.java
new file mode 100644
index 0000000..74b61b2
--- /dev/null
+++ b/hyracks/hyracks-client/src/main/java/org/apache/hyracks/client/stats/impl/ClientCounterContext.java
@@ -0,0 +1,278 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.client.stats.impl;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.json.simple.JSONArray;
+import org.json.simple.JSONObject;
+import org.json.simple.parser.JSONParser;
+
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.client.stats.AggregateCounter;
+import org.apache.hyracks.client.stats.Counters;
+import org.apache.hyracks.client.stats.IClusterCounterContext;
+import org.apache.hyracks.control.common.job.profiling.counters.Counter;
+
+/**
+ * @author yingyib
+ */
+public class ClientCounterContext implements IClusterCounterContext {
+    private static String[] RESET_COUNTERS = { Counters.NETWORK_IO_READ, Counters.NETWORK_IO_WRITE,
+            Counters.MEMORY_USAGE, Counters.MEMORY_MAX, Counters.DISK_READ, Counters.DISK_WRITE, Counters.NUM_PROCESSOR };
+    private static String[] AGG_COUNTERS = { Counters.SYSTEM_LOAD };
+    private static int UPDATE_INTERVAL = 10000;
+
+    private final Map<String, Counter> counterMap = new HashMap<String, Counter>();
+    private final String baseURL;
+    private final List<String> slaveMachines = new ArrayList<String>();
+    private boolean stopped = false;
+    private Thread updateThread = new UpdateThread();
+
+    public ClientCounterContext(String hostName, int restPort, Collection<String> slaveMachines) {
+        this.baseURL = "http://" + hostName + ":" + restPort + "/rest/nodes/";
+        this.slaveMachines.addAll(slaveMachines);
+        for (String restCounterName : RESET_COUNTERS) {
+            counterMap.put(restCounterName, new AggregateCounter(restCounterName));
+        }
+        for (String aggCounterName : AGG_COUNTERS) {
+            counterMap.put(aggCounterName, new AggregateCounter(aggCounterName));
+        }
+        for (String slave : slaveMachines) {
+            for (String restCounterName : RESET_COUNTERS) {
+                counterMap.put(slave + "$" + restCounterName, new AggregateCounter(restCounterName));
+            }
+            for (String aggCounterName : AGG_COUNTERS) {
+                counterMap.put(slave + "$" + aggCounterName, new AggregateCounter(aggCounterName));
+            }
+        }
+        requestCounters();
+        updateThread.start();
+    }
+
+    /**
+     * Reset the counters
+     */
+    public void reset() {
+        for (String aggCounterName : RESET_COUNTERS) {
+            AggregateCounter aggCounter = (AggregateCounter) counterMap.get(aggCounterName);
+            aggCounter.reset();
+        }
+        for (String slave : slaveMachines) {
+            for (String aggCounterName : RESET_COUNTERS) {
+                AggregateCounter aggCounter = (AggregateCounter) counterMap.get(slave + "$" + aggCounterName);
+                aggCounter.reset();
+            }
+        }
+    }
+
+    public void resetAll() {
+        reset();
+        for (String aggCounterName : AGG_COUNTERS) {
+            AggregateCounter aggCounter = (AggregateCounter) counterMap.get(aggCounterName);
+            aggCounter.reset();
+        }
+        for (String slave : slaveMachines) {
+            for (String aggCounterName : AGG_COUNTERS) {
+                AggregateCounter aggCounter = (AggregateCounter) counterMap.get(slave + "$" + aggCounterName);
+                aggCounter.reset();
+            }
+        }
+    }
+
+    @Override
+    public synchronized ICounter getCounter(String name, boolean create) {
+        Counter counter = counterMap.get(name);
+        if (counter == null) {
+            throw new IllegalStateException("request an unknown counter: " + name + "!");
+        }
+        return counter;
+    }
+
+    @Override
+    public ICounter getCounter(String machineName, String counterName, boolean create) {
+        Counter counter = counterMap.get(machineName + "$" + counterName);
+        if (counter == null) {
+            throw new IllegalStateException("request an unknown counter: " + counterName + " on slave machine "
+                    + machineName + "!");
+        }
+        return counter;
+    }
+
+    /**
+     * request to each slave machine for all the counters
+     */
+    private synchronized void requestCounters() {
+        try {
+            reset();
+            for (String slave : slaveMachines) {
+                String slaveProfile = requestProfile(slave);
+                JSONParser parser = new JSONParser();
+                JSONObject jo = (JSONObject) parser.parse(slaveProfile);
+                Object counterObject = jo.get("result");
+                if (counterObject instanceof JSONObject) {
+                    updateCounterMapWithJSONArray(slave, (JSONObject) counterObject);
+                }
+            }
+        } catch (Exception e) {
+            //ignore
+        }
+    }
+
+    /**
+     * Update counters
+     *
+     * @param jo
+     *            the Profile JSON object
+     */
+    private void updateCounterMapWithJSONArray(String slave, JSONObject jo) {
+        for (String counterName : RESET_COUNTERS) {
+            updateCounter(slave, jo, counterName);
+        }
+
+        for (String counterName : AGG_COUNTERS) {
+            updateCounter(slave, jo, counterName);
+        }
+    }
+
+    private void updateCounter(String slave, JSONObject jo, String counterName) {
+        Object counterObject = jo.get(counterName);
+        long counterValue = extractCounterValue(counterObject);
+        // global counter
+        ICounter counter = getCounter(counterName, true);
+        counter.set(counterValue);
+        //local counters
+        ICounter localCounter = getCounter(slave, counterName, true);
+        localCounter.set(counterValue);
+    }
+
+    private long extractCounterValue(Object counterObject) {
+        long counterValue = 0;
+        if (counterObject == null) {
+            return counterValue;
+        } else if (counterObject instanceof JSONArray) {
+            JSONArray jArray = (JSONArray) counterObject;
+            Object[] values = jArray.toArray();
+            /**
+             * use the last non-zero value as the counter value
+             */
+            for (Object value : values) {
+                if (value instanceof Double) {
+                    Double dValue = (Double) value;
+                    double currentVal = dValue.doubleValue();
+                    if (currentVal != 0) {
+                        counterValue = (long) currentVal;
+                    }
+                } else if (value instanceof Long) {
+                    Long lValue = (Long) value;
+                    long currentVal = lValue.longValue();
+                    if (currentVal != 0) {
+                        counterValue = lValue.longValue();
+                    }
+                }
+            }
+        } else {
+            Long val = (Long) counterObject;
+            counterValue = val.longValue();
+        }
+        return counterValue;
+    }
+
+    /**
+     * Request a counter from the slave machine
+     *
+     * @param slaveMachine
+     * @return the JSON string from the slave machine
+     */
+    private String requestProfile(String slaveMachine) {
+        try {
+            String url = baseURL + slaveMachine;
+            URL obj = new URL(url);
+            HttpURLConnection con = (HttpURLConnection) obj.openConnection();
+            con.setRequestMethod("GET");
+            int responseCode = con.getResponseCode();
+            if (responseCode != 200) {
+                throw new IllegalStateException("The http response code is wrong: " + responseCode);
+            }
+            BufferedReader in = new BufferedReader(new InputStreamReader(con.getInputStream()));
+            String inputLine;
+            StringBuffer response = new StringBuffer();
+            while ((inputLine = in.readLine()) != null) {
+                response.append(inputLine);
+            }
+            in.close();
+            return response.toString();
+        } catch (Exception e) {
+            if (!(e instanceof java.net.ConnectException || e instanceof IOException)) {
+                throw new IllegalStateException(e);
+            } else {
+                return "";
+            }
+        }
+    }
+
+    /**
+     * Stop the counter profiler
+     */
+    public void stop() {
+        synchronized (updateThread) {
+            stopped = true;
+            updateThread.notifyAll();
+        }
+        try {
+            updateThread.join();
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    /**
+     * The thread keep updating counters
+     */
+    private class UpdateThread extends Thread {
+
+        @Override
+        public synchronized void run() {
+            try {
+                while (true) {
+                    if (stopped) {
+                        break;
+                    }
+                    requestCounters();
+                    wait(UPDATE_INTERVAL);
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            } finally {
+                notifyAll();
+            }
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/ClientCounterContextTest.java b/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/ClientCounterContextTest.java
new file mode 100644
index 0000000..ee33a6d
--- /dev/null
+++ b/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/ClientCounterContextTest.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.client.stats;
+
+import java.util.Arrays;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.client.stats.impl.ClientCounterContext;
+
+public class ClientCounterContextTest {
+
+    @Test
+    public void test() throws Exception {
+        HyracksUtils.init();
+        String[] ncs = new String[] { "nc1", "nc2" };
+        ClientCounterContext ccContext = new ClientCounterContext("localhost", 16001, Arrays.asList(ncs));
+        ccContext.resetAll();
+        synchronized (this) {
+            wait(20000);
+        }
+        String[] counters = { Counters.MEMORY_USAGE, Counters.MEMORY_MAX, Counters.NETWORK_IO_READ,
+                Counters.NETWORK_IO_WRITE, Counters.SYSTEM_LOAD, Counters.NUM_PROCESSOR, Counters.DISK_READ,
+                Counters.DISK_WRITE };
+        for (String counterName : counters) {
+            ICounter counter = ccContext.getCounter(counterName, false);
+            System.out.println(counterName + ": " + counter.get());
+        }
+        for (String slave : ncs) {
+            for (String counterName : counters) {
+                ICounter counter = ccContext.getCounter(slave, counterName, false);
+                System.out.println(slave + " " + counterName + ": " + counter.get());
+            }
+        }
+        ccContext.stop();
+        HyracksUtils.deinit();
+    }
+}
diff --git a/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/HyracksUtils.java b/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/HyracksUtils.java
new file mode 100644
index 0000000..a41ddd9
--- /dev/null
+++ b/hyracks/hyracks-client/src/test/java/org/apache/hyracks/client/stats/HyracksUtils.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.client.stats;
+
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class HyracksUtils {
+
+    public static final String NC1_ID = "nc1";
+    public static final String NC2_ID = "nc2";
+
+    public static final int DEFAULT_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_CLIENT_PORT = 2099;
+    public static final String CC_HOST = "localhost";
+
+    public static final int FRAME_SIZE = 65536;
+
+    private static ClusterControllerService cc;
+    private static NodeControllerService nc1;
+    private static NodeControllerService nc2;
+    private static IHyracksClientConnection hcc;
+
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = CC_HOST;
+        ccConfig.clusterNetIpAddress = CC_HOST;
+        ccConfig.clusterNetPort = TEST_HYRACKS_CC_PORT;
+        ccConfig.clientNetPort = TEST_HYRACKS_CC_CLIENT_PORT;
+        ccConfig.defaultMaxJobAttempts = 0;
+        ccConfig.jobHistorySize = 0;
+        ccConfig.profileDumpPeriod = -1;
+        ccConfig.heartbeatPeriod = 50;
+
+        // cluster controller
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        // two node controllers
+        NCConfig ncConfig1 = new NCConfig();
+        ncConfig1.ccHost = "localhost";
+        ncConfig1.clusterNetIPAddress = "localhost";
+        ncConfig1.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.resultIPAddress = "127.0.0.1";
+        ncConfig1.nodeId = NC1_ID;
+        nc1 = new NodeControllerService(ncConfig1);
+        nc1.start();
+
+        NCConfig ncConfig2 = new NCConfig();
+        ncConfig2.ccHost = "localhost";
+        ncConfig2.clusterNetIPAddress = "localhost";
+        ncConfig2.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.resultIPAddress = "127.0.0.1";
+        ncConfig2.nodeId = NC2_ID;
+        nc2 = new NodeControllerService(ncConfig2);
+        nc2.start();
+
+        // hyracks connection
+        hcc = new HyracksConnection(CC_HOST, TEST_HYRACKS_CC_CLIENT_PORT);
+    }
+
+    public static void deinit() throws Exception {
+        nc2.stop();
+        nc1.stop();
+        cc.stop();
+    }
+
+    public static void runJob(JobSpecification spec, String appName) throws Exception {
+        spec.setFrameSize(FRAME_SIZE);
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        hcc.waitForCompletion(jobId);
+    }
+
+}
diff --git a/hyracks/hyracks-comm/pom.xml b/hyracks/hyracks-comm/pom.xml
new file mode 100644
index 0000000..0626ebd
--- /dev/null
+++ b/hyracks/hyracks-comm/pom.xml
@@ -0,0 +1,55 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-comm</artifactId>
+  <name>hyracks-comm</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+ <dependency>
+ 	<groupId>org.apache.hyracks</groupId>
+ 	<artifactId>hyracks-api</artifactId>
+ 	<version>0.2.18-SNAPSHOT</version>
+ </dependency>
+  <dependency>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-net</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+ </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/DatasetNetworkInputChannel.java b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/DatasetNetworkInputChannel.java
new file mode 100644
index 0000000..fba7cf5
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/DatasetNetworkInputChannel.java
@@ -0,0 +1,154 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Queue;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class DatasetNetworkInputChannel implements IInputChannel {
+    private static final Logger LOGGER = Logger.getLogger(DatasetNetworkInputChannel.class.getName());
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IChannelConnectionFactory netManager;
+
+    private final SocketAddress remoteAddress;
+
+    private final JobId jobId;
+
+    private final ResultSetId resultSetId;
+
+    private final int partition;
+
+    private final Queue<ByteBuffer> fullQueue;
+
+    private final int nBuffers;
+
+    private ChannelControlBlock ccb;
+
+    private IInputChannelMonitor monitor;
+
+    private Object attachment;
+
+    public DatasetNetworkInputChannel(IChannelConnectionFactory netManager, SocketAddress remoteAddress, JobId jobId,
+            ResultSetId resultSetId, int partition, int nBuffers) {
+        this.netManager = netManager;
+        this.remoteAddress = remoteAddress;
+        this.jobId = jobId;
+        this.resultSetId = resultSetId;
+        this.partition = partition;
+        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        this.nBuffers = nBuffers;
+    }
+
+    @Override
+    public void registerMonitor(IInputChannelMonitor monitor) {
+        this.monitor = monitor;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    @Override
+    public synchronized ByteBuffer getNextBuffer() {
+        return fullQueue.poll();
+    }
+
+    @Override
+    public void recycleBuffer(ByteBuffer buffer) {
+        buffer.clear();
+        ccb.getReadInterface().getEmptyBufferAcceptor().accept(buffer);
+    }
+
+    @Override
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
+        try {
+            ccb = netManager.connect(remoteAddress);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        ccb.getReadInterface().setFullBufferAcceptor(new ReadFullBufferAcceptor());
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+        for (int i = 0; i < nBuffers; ++i) {
+            ccb.getReadInterface().getEmptyBufferAcceptor().accept(ctx.allocateFrame());
+        }
+        ByteBuffer writeBuffer = ByteBuffer.allocate(INITIAL_MESSAGE_SIZE);
+        writeBuffer.putLong(jobId.getId());
+        writeBuffer.putLong(resultSetId.getId());
+        writeBuffer.putInt(partition);
+        writeBuffer.flip();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Sending partition request for JobId: " + jobId + " partition: " + partition + " on channel: "
+                    + ccb);
+        }
+        ccb.getWriteInterface().getFullBufferAcceptor().accept(writeBuffer);
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    private class ReadFullBufferAcceptor implements ICloseableBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            fullQueue.add(buffer);
+            monitor.notifyDataAvailability(DatasetNetworkInputChannel.this, 1);
+        }
+
+        @Override
+        public void close() {
+            monitor.notifyEndOfStream(DatasetNetworkInputChannel.this);
+        }
+
+        @Override
+        public void error(int ecode) {
+            monitor.notifyFailure(DatasetNetworkInputChannel.this);
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            // do nothing
+        }
+    }
+}
diff --git a/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/IChannelConnectionFactory.java b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/IChannelConnectionFactory.java
new file mode 100644
index 0000000..2e66f54
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/IChannelConnectionFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public interface IChannelConnectionFactory {
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException;
+}
diff --git a/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkInputChannel.java b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkInputChannel.java
new file mode 100644
index 0000000..235536f
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkInputChannel.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.comm.channels;
+
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Queue;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class NetworkInputChannel implements IInputChannel {
+    private static final Logger LOGGER = Logger.getLogger(NetworkInputChannel.class.getName());
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IChannelConnectionFactory netManager;
+
+    private final SocketAddress remoteAddress;
+
+    private final PartitionId partitionId;
+
+    private final Queue<ByteBuffer> fullQueue;
+
+    private final int nBuffers;
+
+    private ChannelControlBlock ccb;
+
+    private IInputChannelMonitor monitor;
+
+    private Object attachment;
+
+    public NetworkInputChannel(IChannelConnectionFactory netManager, SocketAddress remoteAddress,
+            PartitionId partitionId, int nBuffers) {
+        this.netManager = netManager;
+        this.remoteAddress = remoteAddress;
+        this.partitionId = partitionId;
+        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        this.nBuffers = nBuffers;
+    }
+
+    @Override
+    public void registerMonitor(IInputChannelMonitor monitor) {
+        this.monitor = monitor;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    @Override
+    public synchronized ByteBuffer getNextBuffer() {
+        return fullQueue.poll();
+    }
+
+    @Override
+    public void recycleBuffer(ByteBuffer buffer) {
+        buffer.clear();
+        ccb.getReadInterface().getEmptyBufferAcceptor().accept(buffer);
+    }
+
+    @Override
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
+        try {
+            ccb = netManager.connect(remoteAddress);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        ccb.getReadInterface().setFullBufferAcceptor(new ReadFullBufferAcceptor());
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+        ccb.getReadInterface().setBufferFactory(new ReadBufferFactory(nBuffers, ctx), nBuffers, ctx.getInitialFrameSize());
+        ByteBuffer writeBuffer = ByteBuffer.allocate(INITIAL_MESSAGE_SIZE);
+        writeBuffer.putLong(partitionId.getJobId().getId());
+        writeBuffer.putInt(partitionId.getConnectorDescriptorId().getId());
+        writeBuffer.putInt(partitionId.getSenderIndex());
+        writeBuffer.putInt(partitionId.getReceiverIndex());
+        writeBuffer.flip();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Sending partition request: " + partitionId + " on channel: " + ccb);
+        }
+        ccb.getWriteInterface().getFullBufferAcceptor().accept(writeBuffer);
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    private class ReadFullBufferAcceptor implements ICloseableBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            fullQueue.add(buffer);
+            monitor.notifyDataAvailability(NetworkInputChannel.this, 1);
+        }
+
+        @Override
+        public void close() {
+            monitor.notifyEndOfStream(NetworkInputChannel.this);
+        }
+
+        @Override
+        public void error(int ecode) {
+            monitor.notifyFailure(NetworkInputChannel.this);
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            // do nothing
+        }
+    }
+}
diff --git a/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkOutputChannel.java b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkOutputChannel.java
new file mode 100644
index 0000000..46220de
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/NetworkOutputChannel.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.comm.channels;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Deque;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+
+public class NetworkOutputChannel implements IFrameWriter {
+    private final ChannelControlBlock ccb;
+
+    private final int nBuffers;
+
+    private final Deque<ByteBuffer> emptyStack;
+
+    private boolean aborted;
+
+    private int frameSize = 32768;
+
+    private int allocateCounter = 0;
+
+    public NetworkOutputChannel(ChannelControlBlock ccb, int nBuffers) {
+        this.ccb = ccb;
+        this.nBuffers = nBuffers;
+        emptyStack = new ArrayDeque<ByteBuffer>(nBuffers);
+        ccb.getWriteInterface().setEmptyBufferAcceptor(new WriteEmptyBufferAcceptor());
+    }
+
+    public void setFrameSize(int frameSize) {
+        this.frameSize = frameSize;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        ByteBuffer destBuffer = null;
+        while (buffer.hasRemaining()) {
+            synchronized (this) {
+                while (true) {
+                    if (aborted) {
+                        throw new HyracksDataException("Connection has been aborted");
+                    }
+                    destBuffer = emptyStack.poll();
+                    if (destBuffer == null && allocateCounter < nBuffers) {
+                        destBuffer = ByteBuffer.allocateDirect(frameSize);
+                        allocateCounter++;
+                    }
+                    if (destBuffer != null) {
+                        break;
+                    }
+                    try {
+                        wait();
+                    } catch (InterruptedException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+            destBuffer.clear();
+            if (destBuffer.capacity() < buffer.remaining()) {
+                destBuffer.put(buffer.array(), buffer.position(), destBuffer.capacity());
+                buffer.position(buffer.position() + destBuffer.capacity());
+            } else {
+                destBuffer.put(buffer);
+            }
+            destBuffer.flip();
+            ccb.getWriteInterface().getFullBufferAcceptor().accept(destBuffer);
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        ccb.getWriteInterface().getFullBufferAcceptor().close();
+    }
+
+    public void abort() {
+        ccb.getWriteInterface().getFullBufferAcceptor().error(1);
+        synchronized (NetworkOutputChannel.this) {
+            aborted = true;
+            NetworkOutputChannel.this.notifyAll();
+        }
+    }
+
+    private class WriteEmptyBufferAcceptor implements IBufferAcceptor {
+        @Override
+        public void accept(ByteBuffer buffer) {
+            synchronized (NetworkOutputChannel.this) {
+                emptyStack.push(buffer);
+                NetworkOutputChannel.this.notifyAll();
+            }
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        // At the network boundary.
+        // This frame writer always pushes its content
+    }
+}
diff --git a/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/ReadBufferFactory.java b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/ReadBufferFactory.java
new file mode 100644
index 0000000..3aa77b9
--- /dev/null
+++ b/hyracks/hyracks-comm/src/main/java/org/apache/hyracks/comm/channels/ReadBufferFactory.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.comm.channels;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.net.protocols.muxdemux.IBufferFactory;
+
+/**
+ * @author yingyib
+ */
+public class ReadBufferFactory implements IBufferFactory {
+
+    private final int limit;
+    private final int frameSize;
+    private int counter = 0;
+
+    public ReadBufferFactory(int limit, IHyracksCommonContext ctx) {
+        this.limit = limit;
+        this.frameSize = ctx.getInitialFrameSize();
+    }
+
+    @Override
+    public ByteBuffer createBuffer() {
+        try {
+            if (counter >= limit) {
+                return null;
+            } else {
+                ByteBuffer frame = ByteBuffer.allocate(frameSize);
+                counter++;
+                return frame;
+            }
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/pom.xml b/hyracks/hyracks-control/hyracks-control-cc/pom.xml
new file mode 100644
index 0000000..d767560
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/pom.xml
@@ -0,0 +1,66 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-control-cc</artifactId>
+  <name>hyracks-control-cc</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-control</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.eclipse.jetty</groupId>
+  		<artifactId>jetty-server</artifactId>
+  		<version>8.0.0.RC0</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.eclipse.jetty</groupId>
+  		<artifactId>jetty-webapp</artifactId>
+  		<version>8.0.0.RC0</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.wicket</groupId>
+  		<artifactId>wicket-core</artifactId>
+  		<version>1.5.2</version>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.slf4j</groupId>
+  		<artifactId>slf4j-jcl</artifactId>
+  		<version>1.6.3</version>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/appended-resources/META-INF/LICENSE b/hyracks/hyracks-control/hyracks-control-cc/src/main/appended-resources/META-INF/LICENSE
new file mode 100644
index 0000000..2032bbdf
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/appended-resources/META-INF/LICENSE
@@ -0,0 +1,131 @@
+
+For portions of the Hyracks admin console at
+static/javascript/flot/
+
+   Copyright (c) 2007-2014 IOLA and Ole Laursen
+
+   Permission is hereby granted, free of charge, to any person
+   obtaining a copy of this software and associated documentation
+   files (the "Software"), to deal in the Software without
+   restriction, including without limitation the rights to use,
+   copy, modify, merge, publish, distribute, sublicense, and/or sell
+   copies of the Software, and to permit persons to whom the
+   Software is furnished to do so, subject to the following
+   conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+   OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+   HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+   WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+   FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+   OTHER DEALINGS IN THE SOFTWARE.
+
+As well as the Hyracks adminconsole resources at:
+static/javascript/jsplumb/
+
+   Copyright (c) 2010 - 2014 jsPlumb, http://jsplumbtoolkit.com/
+
+   Permission is hereby granted, free of charge, to any person obtaining
+   a copy of this software and associated documentation files (the
+   "Software"), to deal in the Software without restriction, including
+   without limitation the rights to use, copy, modify, merge, publish,
+   distribute, sublicense, and/or sell copies of the Software, and to
+   permit persons to whom the Software is furnished to do so, subject to
+   the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+   LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+   OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+   WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+and also the Hyracks adminconsole resources at:
+static/javascript/jquery
+and
+static/stylesheet/jquery-ui
+
+   Copyright jQuery Foundation and other contributors, https://jquery.org/
+
+   This software consists of voluntary contributions made by many
+   individuals. For exact contribution history, see the revision history
+   available at https://github.com/jquery/jquery
+
+   The following license applies to all parts of this software except as
+   documented below:
+
+   ====
+
+   Permission is hereby granted, free of charge, to any person obtaining
+   a copy of this software and associated documentation files (the
+   "Software"), to deal in the Software without restriction, including
+   without limitation the rights to use, copy, modify, merge, publish,
+   distribute, sublicense, and/or sell copies of the Software, and to
+   permit persons to whom the Software is furnished to do so, subject to
+   the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+   LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+   OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+   WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+   ====
+
+   All files located in the node_modules and external directories are
+   externally maintained libraries used by this software which have their
+   own licenses; we recommend you read them, as their terms may differ from
+   the terms above.
+
+and also the Hyracks adminconsole resource at:
+static/javascript/jquery/plugins/jquery.getParams.js
+
+
+   Copyright (c) 2006 Mathias Bank (http://www.mathias-bank.de)
+   Dual licensed under the MIT (http://www.opensource.org/licenses/mit-license.php)
+   and GPL (http://www.opensource.org/licenses/gpl-license.php) licenses.
+
+   Thanks to Hinnerk Ruemenapf - http://hinnerk.ruemenapf.de/ for bug reporting and fixing.
+
+and also the Hyracks adminconsole resource at:
+static/javascript/jquery/plugins/jquery.timer.js
+
+   jquery.timer.js
+
+   Copyright (c) 2011 Jason Chavannes <jason.chavannes@gmail.com>
+
+   http://jchavannes.com/jquery-timer
+
+   Permission is hereby granted, free of charge, to any person
+   obtaining a copy of this software and associated documentation
+   files (the "Software"), to deal in the Software without
+   restriction, including without limitation the rights to use, copy,
+   modify, merge, publish, distribute, sublicense, and/or sell copies
+   of the Software, and to permit persons to whom the Software is
+   furnished to do so, subject to the following conditions:
+
+   The above copyright notice and this permission notice shall be
+   included in all copies or substantial portions of the Software.
+
+   THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+   EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+   MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+   NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+   BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+   ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+   CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+   SOFTWARE.
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/CCDriver.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/CCDriver.java
new file mode 100644
index 0000000..d2e7cb5
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/CCDriver.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc;
+
+import org.kohsuke.args4j.CmdLineParser;
+
+import org.apache.hyracks.control.common.controllers.CCConfig;
+
+public class CCDriver {
+    public static void main(String args[]) throws Exception {
+        try {
+            CCConfig ccConfig = new CCConfig();
+            CmdLineParser cp = new CmdLineParser(ccConfig);
+            try {
+                cp.parseArgument(args);
+            } catch (Exception e) {
+                System.err.println(e.getMessage());
+                cp.printUsage(System.err);
+                return;
+            }
+            ClusterControllerService ccService = new ClusterControllerService(ccConfig);
+            ccService.start();
+            while (true) {
+                Thread.sleep(100000);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            System.exit(1);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/ClusterControllerService.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/ClusterControllerService.java
new file mode 100644
index 0000000..e8b2c27
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/ClusterControllerService.java
@@ -0,0 +1,649 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc;
+
+import java.io.File;
+import java.io.FileReader;
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Timer;
+import java.util.TimerTask;
+import java.util.concurrent.Executor;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.application.ICCApplicationEntryPoint;
+import org.apache.hyracks.api.client.ClusterControllerInfo;
+import org.apache.hyracks.api.client.HyracksClientInterfaceFunctions;
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.context.ICCContext;
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.service.IControllerService;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.api.topology.TopologyDefinitionParser;
+import org.apache.hyracks.control.cc.application.CCApplicationContext;
+import org.apache.hyracks.control.cc.dataset.DatasetDirectoryService;
+import org.apache.hyracks.control.cc.dataset.IDatasetDirectoryService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.web.WebServer;
+import org.apache.hyracks.control.cc.work.ApplicationMessageWork;
+import org.apache.hyracks.control.cc.work.CliDeployBinaryWork;
+import org.apache.hyracks.control.cc.work.CliUnDeployBinaryWork;
+import org.apache.hyracks.control.cc.work.ClusterShutdownWork;
+import org.apache.hyracks.control.cc.work.GatherStateDumpsWork.StateDumpRun;
+import org.apache.hyracks.control.cc.work.GetDatasetDirectoryServiceInfoWork;
+import org.apache.hyracks.control.cc.work.GetIpAddressNodeNameMapWork;
+import org.apache.hyracks.control.cc.work.GetJobInfoWork;
+import org.apache.hyracks.control.cc.work.GetJobStatusWork;
+import org.apache.hyracks.control.cc.work.GetNodeControllersInfoWork;
+import org.apache.hyracks.control.cc.work.GetResultPartitionLocationsWork;
+import org.apache.hyracks.control.cc.work.GetResultStatusWork;
+import org.apache.hyracks.control.cc.work.JobStartWork;
+import org.apache.hyracks.control.cc.work.JobletCleanupNotificationWork;
+import org.apache.hyracks.control.cc.work.NodeHeartbeatWork;
+import org.apache.hyracks.control.cc.work.NotifyDeployBinaryWork;
+import org.apache.hyracks.control.cc.work.NotifyShutdownWork;
+import org.apache.hyracks.control.cc.work.NotifyStateDumpResponse;
+import org.apache.hyracks.control.cc.work.RegisterNodeWork;
+import org.apache.hyracks.control.cc.work.RegisterPartitionAvailibilityWork;
+import org.apache.hyracks.control.cc.work.RegisterPartitionRequestWork;
+import org.apache.hyracks.control.cc.work.RegisterResultPartitionLocationWork;
+import org.apache.hyracks.control.cc.work.RemoveDeadNodesWork;
+import org.apache.hyracks.control.cc.work.ReportProfilesWork;
+import org.apache.hyracks.control.cc.work.ReportResultPartitionFailureWork;
+import org.apache.hyracks.control.cc.work.ReportResultPartitionWriteCompletionWork;
+import org.apache.hyracks.control.cc.work.TaskCompleteWork;
+import org.apache.hyracks.control.cc.work.TaskFailureWork;
+import org.apache.hyracks.control.cc.work.UnregisterNodeWork;
+import org.apache.hyracks.control.cc.work.WaitForJobCompletionWork;
+import org.apache.hyracks.control.common.context.ServerContext;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.deployment.DeploymentRun;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions.Function;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions.ShutdownResponseFunction;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions.StateDumpResponseFunction;
+import org.apache.hyracks.control.common.logs.LogFile;
+import org.apache.hyracks.control.common.shutdown.ShutdownRun;
+import org.apache.hyracks.control.common.work.IPCResponder;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.WorkQueue;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.IIPCI;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+import org.apache.hyracks.ipc.impl.IPCSystem;
+import org.apache.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+import org.xml.sax.InputSource;
+
+public class ClusterControllerService implements IControllerService {
+    private static Logger LOGGER = Logger.getLogger(ClusterControllerService.class.getName());
+
+    private final CCConfig ccConfig;
+
+    private IPCSystem clusterIPC;
+
+    private IPCSystem clientIPC;
+
+    private final LogFile jobLog;
+
+    private final Map<String, NodeControllerState> nodeRegistry;
+
+    private final Map<InetAddress, Set<String>> ipAddressNodeNameMap;
+
+    private final ServerContext serverCtx;
+
+    private final WebServer webServer;
+
+    private ClusterControllerInfo info;
+
+    private CCApplicationContext appCtx;
+
+    private final Map<JobId, JobRun> activeRunMap;
+
+    private final Map<JobId, JobRun> runMapArchive;
+
+    private final Map<JobId, List<Exception>> runMapHistory;
+
+    private final WorkQueue workQueue;
+
+    private ExecutorService executor;
+
+    private final Timer timer;
+
+    private final ICCContext ccContext;
+
+    private final DeadNodeSweeper sweeper;
+
+    private final IDatasetDirectoryService datasetDirectoryService;
+
+    private long jobCounter;
+
+    private final Map<DeploymentId, DeploymentRun> deploymentRunMap;
+
+    private final Map<String, StateDumpRun> stateDumpRunMap;
+
+    private ShutdownRun shutdownCallback;
+
+    private ICCApplicationEntryPoint aep;
+
+    public ClusterControllerService(final CCConfig ccConfig) throws Exception {
+        this.ccConfig = ccConfig;
+        File jobLogFolder = new File(ccConfig.ccRoot, "logs/jobs");
+        jobLog = new LogFile(jobLogFolder);
+        nodeRegistry = new LinkedHashMap<String, NodeControllerState>();
+        ipAddressNodeNameMap = new HashMap<InetAddress, Set<String>>();
+        serverCtx = new ServerContext(ServerContext.ServerType.CLUSTER_CONTROLLER, new File(ccConfig.ccRoot));
+        IIPCI ccIPCI = new ClusterControllerIPCI();
+        clusterIPC = new IPCSystem(new InetSocketAddress(ccConfig.clusterNetPort), ccIPCI,
+                new CCNCFunctions.SerializerDeserializer());
+        IIPCI ciIPCI = new HyracksClientInterfaceIPCI();
+        clientIPC = new IPCSystem(new InetSocketAddress(ccConfig.clientNetIpAddress, ccConfig.clientNetPort), ciIPCI,
+                new JavaSerializationBasedPayloadSerializerDeserializer());
+        webServer = new WebServer(this);
+        activeRunMap = new HashMap<JobId, JobRun>();
+        runMapArchive = new LinkedHashMap<JobId, JobRun>() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            protected boolean removeEldestEntry(Map.Entry<JobId, JobRun> eldest) {
+                return size() > ccConfig.jobHistorySize;
+            }
+        };
+        runMapHistory = new LinkedHashMap<JobId, List<Exception>>() {
+            private static final long serialVersionUID = 1L;
+            /** history size + 1 is for the case when history size = 0 */
+            private int allowedSize = 100 * (ccConfig.jobHistorySize + 1);
+
+            @Override
+            protected boolean removeEldestEntry(Map.Entry<JobId, List<Exception>> eldest) {
+                return size() > allowedSize;
+            }
+        };
+        workQueue = new WorkQueue(Thread.MAX_PRIORITY); // WorkQueue is in charge of heartbeat as well as other events.
+        this.timer = new Timer(true);
+        final ClusterTopology topology = computeClusterTopology(ccConfig);
+        ccContext = new ICCContext() {
+            @Override
+            public void getIPAddressNodeMap(Map<InetAddress, Set<String>> map) throws Exception {
+                GetIpAddressNodeNameMapWork ginmw = new GetIpAddressNodeNameMapWork(ClusterControllerService.this, map);
+                workQueue.scheduleAndSync(ginmw);
+            }
+
+            @Override
+            public ClusterControllerInfo getClusterControllerInfo() {
+                return info;
+            }
+
+            @Override
+            public ClusterTopology getClusterTopology() {
+                return topology;
+            }
+        };
+        sweeper = new DeadNodeSweeper();
+        datasetDirectoryService = new DatasetDirectoryService(ccConfig.resultTTL, ccConfig.resultSweepThreshold);
+        jobCounter = 0;
+
+        deploymentRunMap = new HashMap<DeploymentId, DeploymentRun>();
+        stateDumpRunMap = new HashMap<>();
+    }
+
+    private static ClusterTopology computeClusterTopology(CCConfig ccConfig) throws Exception {
+        if (ccConfig.clusterTopologyDefinition == null) {
+            return null;
+        }
+        FileReader fr = new FileReader(ccConfig.clusterTopologyDefinition);
+        InputSource in = new InputSource(fr);
+        try {
+            return TopologyDefinitionParser.parse(in);
+        } finally {
+            fr.close();
+        }
+    }
+
+    @Override
+    public void start() throws Exception {
+        LOGGER.log(Level.INFO, "Starting ClusterControllerService: " + this);
+        clusterIPC.start();
+        clientIPC.start();
+        webServer.setPort(ccConfig.httpPort);
+        webServer.start();
+        info = new ClusterControllerInfo(ccConfig.clientNetIpAddress, ccConfig.clientNetPort,
+                webServer.getListeningPort());
+        timer.schedule(sweeper, 0, ccConfig.heartbeatPeriod);
+        jobLog.open();
+        startApplication();
+
+        datasetDirectoryService.init(executor);
+        workQueue.start();
+        LOGGER.log(Level.INFO, "Started ClusterControllerService");
+        if (aep != null) {
+            // Sometimes, there is no application entry point. Check hyracks-client project
+            aep.startupCompleted();
+        }
+    }
+
+    private void startApplication() throws Exception {
+        appCtx = new CCApplicationContext(this, serverCtx, ccContext);
+        appCtx.addJobLifecycleListener(datasetDirectoryService);
+        String className = ccConfig.appCCMainClass;
+        if (className != null) {
+            Class<?> c = Class.forName(className);
+            aep = (ICCApplicationEntryPoint) c.newInstance();
+            String[] args = ccConfig.appArgs == null ? null
+                    : ccConfig.appArgs.toArray(new String[ccConfig.appArgs.size()]);
+            aep.start(appCtx, args);
+        }
+        executor = Executors.newCachedThreadPool(appCtx.getThreadFactory());
+    }
+
+    @Override
+    public void stop() throws Exception {
+        LOGGER.log(Level.INFO, "Stopping ClusterControllerService");
+        webServer.stop();
+        sweeper.cancel();
+        workQueue.stop();
+        executor.shutdownNow();
+        clusterIPC.stop();
+        jobLog.close();
+        clientIPC.stop();
+        LOGGER.log(Level.INFO, "Stopped ClusterControllerService");
+    }
+
+    public ServerContext getServerContext() {
+        return serverCtx;
+    }
+
+    public ICCContext getCCContext() {
+        return ccContext;
+    }
+
+    public Map<JobId, JobRun> getActiveRunMap() {
+        return activeRunMap;
+    }
+
+    public Map<JobId, JobRun> getRunMapArchive() {
+        return runMapArchive;
+    }
+
+    public Map<JobId, List<Exception>> getRunHistory() {
+        return runMapHistory;
+    }
+
+    public Map<InetAddress, Set<String>> getIpAddressNodeNameMap() {
+        return ipAddressNodeNameMap;
+    }
+
+    public LogFile getJobLogFile() {
+        return jobLog;
+    }
+
+    public WorkQueue getWorkQueue() {
+        return workQueue;
+    }
+
+    public Executor getExecutor() {
+        return executor;
+    }
+
+    public Map<String, NodeControllerState> getNodeMap() {
+        return nodeRegistry;
+    }
+
+    public CCConfig getConfig() {
+        return ccConfig;
+    }
+
+    public CCApplicationContext getApplicationContext() {
+        return appCtx;
+    }
+
+    private JobId createJobId() {
+        return new JobId(jobCounter++);
+    }
+
+    public ClusterControllerInfo getClusterControllerInfo() {
+        return info;
+    }
+
+    public CCConfig getCCConfig() {
+        return ccConfig;
+    }
+
+    public IPCSystem getClusterIPC() {
+        return clusterIPC;
+    }
+
+    public NetworkAddress getDatasetDirectoryServiceInfo() {
+        return new NetworkAddress(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
+    }
+
+    private class DeadNodeSweeper extends TimerTask {
+        @Override
+        public void run() {
+            workQueue.schedule(new RemoveDeadNodesWork(ClusterControllerService.this));
+        }
+    }
+
+    public IDatasetDirectoryService getDatasetDirectoryService() {
+        return datasetDirectoryService;
+    }
+
+    private class HyracksClientInterfaceIPCI implements IIPCI {
+        @Override
+        public void deliverIncomingMessage(IIPCHandle handle, long mid, long rmid, Object payload,
+                Exception exception) {
+            HyracksClientInterfaceFunctions.Function fn = (HyracksClientInterfaceFunctions.Function) payload;
+            switch (fn.getFunctionId()) {
+                case GET_CLUSTER_CONTROLLER_INFO: {
+                    try {
+                        handle.send(mid, info, null);
+                    } catch (IPCException e) {
+                        e.printStackTrace();
+                    }
+                    return;
+                }
+
+                case GET_JOB_STATUS: {
+                    HyracksClientInterfaceFunctions.GetJobStatusFunction gjsf = (HyracksClientInterfaceFunctions.GetJobStatusFunction) fn;
+                    workQueue.schedule(new GetJobStatusWork(ClusterControllerService.this, gjsf.getJobId(),
+                            new IPCResponder<JobStatus>(handle, mid)));
+                    return;
+                }
+
+                case GET_JOB_INFO: {
+                    HyracksClientInterfaceFunctions.GetJobInfoFunction gjsf = (HyracksClientInterfaceFunctions.GetJobInfoFunction) fn;
+                    workQueue.schedule(new GetJobInfoWork(ClusterControllerService.this, gjsf.getJobId(),
+                            new IPCResponder<JobInfo>(handle, mid)));
+                    return;
+                }
+
+                case START_JOB: {
+                    HyracksClientInterfaceFunctions.StartJobFunction sjf = (HyracksClientInterfaceFunctions.StartJobFunction) fn;
+                    JobId jobId = createJobId();
+                    workQueue.schedule(new JobStartWork(ClusterControllerService.this, sjf.getDeploymentId(),
+                            sjf.getACGGFBytes(), sjf.getJobFlags(), jobId, new IPCResponder<JobId>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_DIRECTORY_SERIVICE_INFO: {
+                    workQueue.schedule(new GetDatasetDirectoryServiceInfoWork(ClusterControllerService.this,
+                            new IPCResponder<NetworkAddress>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_RESULT_STATUS: {
+                    HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction gdrlf = (HyracksClientInterfaceFunctions.GetDatasetResultStatusFunction) fn;
+                    workQueue.schedule(new GetResultStatusWork(ClusterControllerService.this, gdrlf.getJobId(),
+                            gdrlf.getResultSetId(), new IPCResponder<Status>(handle, mid)));
+                    return;
+                }
+
+                case GET_DATASET_RESULT_LOCATIONS: {
+                    HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction gdrlf = (HyracksClientInterfaceFunctions.GetDatasetResultLocationsFunction) fn;
+                    workQueue.schedule(new GetResultPartitionLocationsWork(ClusterControllerService.this,
+                            gdrlf.getJobId(), gdrlf.getResultSetId(), gdrlf.getKnownRecords(),
+                            new IPCResponder<DatasetDirectoryRecord[]>(handle, mid)));
+                    return;
+                }
+
+                case WAIT_FOR_COMPLETION: {
+                    HyracksClientInterfaceFunctions.WaitForCompletionFunction wfcf = (HyracksClientInterfaceFunctions.WaitForCompletionFunction) fn;
+                    workQueue.schedule(new WaitForJobCompletionWork(ClusterControllerService.this, wfcf.getJobId(),
+                            new IPCResponder<Object>(handle, mid)));
+                    return;
+                }
+
+                case GET_NODE_CONTROLLERS_INFO: {
+                    workQueue.schedule(new GetNodeControllersInfoWork(ClusterControllerService.this,
+                            new IPCResponder<Map<String, NodeControllerInfo>>(handle, mid)));
+                    return;
+                }
+
+                case GET_CLUSTER_TOPOLOGY: {
+                    try {
+                        handle.send(mid, ccContext.getClusterTopology(), null);
+                    } catch (IPCException e) {
+                        e.printStackTrace();
+                    }
+                    return;
+                }
+
+                case CLI_DEPLOY_BINARY: {
+                    HyracksClientInterfaceFunctions.CliDeployBinaryFunction dbf = (HyracksClientInterfaceFunctions.CliDeployBinaryFunction) fn;
+                    workQueue.schedule(new CliDeployBinaryWork(ClusterControllerService.this, dbf.getBinaryURLs(),
+                            dbf.getDeploymentId(), new IPCResponder<DeploymentId>(handle, mid)));
+                    return;
+                }
+
+                case CLI_UNDEPLOY_BINARY: {
+                    HyracksClientInterfaceFunctions.CliUnDeployBinaryFunction udbf = (HyracksClientInterfaceFunctions.CliUnDeployBinaryFunction) fn;
+                    workQueue.schedule(new CliUnDeployBinaryWork(ClusterControllerService.this, udbf.getDeploymentId(),
+                            new IPCResponder<DeploymentId>(handle, mid)));
+                    return;
+                }
+                case CLUSTER_SHUTDOWN: {
+                    workQueue.schedule(new ClusterShutdownWork(ClusterControllerService.this,
+                            new IPCResponder<Boolean>(handle, mid)));
+                    return;
+                }
+            }
+            try {
+                handle.send(mid, null, new IllegalArgumentException("Unknown function " + fn.getFunctionId()));
+            } catch (IPCException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    private class ClusterControllerIPCI implements IIPCI {
+        @Override
+        public void deliverIncomingMessage(final IIPCHandle handle, long mid, long rmid, Object payload,
+                Exception exception) {
+            CCNCFunctions.Function fn = (Function) payload;
+            switch (fn.getFunctionId()) {
+                case REGISTER_NODE: {
+                    CCNCFunctions.RegisterNodeFunction rnf = (CCNCFunctions.RegisterNodeFunction) fn;
+                    workQueue.schedule(new RegisterNodeWork(ClusterControllerService.this, rnf.getNodeRegistration()));
+                    return;
+                }
+
+                case UNREGISTER_NODE: {
+                    CCNCFunctions.UnregisterNodeFunction unf = (CCNCFunctions.UnregisterNodeFunction) fn;
+                    workQueue.schedule(new UnregisterNodeWork(ClusterControllerService.this, unf.getNodeId()));
+                    return;
+                }
+
+                case NODE_HEARTBEAT: {
+                    CCNCFunctions.NodeHeartbeatFunction nhf = (CCNCFunctions.NodeHeartbeatFunction) fn;
+                    workQueue.schedule(new NodeHeartbeatWork(ClusterControllerService.this, nhf.getNodeId(),
+                            nhf.getHeartbeatData()));
+                    return;
+                }
+
+                case NOTIFY_JOBLET_CLEANUP: {
+                    CCNCFunctions.NotifyJobletCleanupFunction njcf = (CCNCFunctions.NotifyJobletCleanupFunction) fn;
+                    workQueue.schedule(new JobletCleanupNotificationWork(ClusterControllerService.this, njcf.getJobId(),
+                            njcf.getNodeId()));
+                    return;
+                }
+
+                case NOTIFY_DEPLOY_BINARY: {
+                    CCNCFunctions.NotifyDeployBinaryFunction ndbf = (CCNCFunctions.NotifyDeployBinaryFunction) fn;
+                    workQueue.schedule(new NotifyDeployBinaryWork(ClusterControllerService.this, ndbf.getDeploymentId(),
+                            ndbf.getNodeId(), ndbf.getDeploymentStatus()));
+                    return;
+                }
+
+                case REPORT_PROFILE: {
+                    CCNCFunctions.ReportProfileFunction rpf = (CCNCFunctions.ReportProfileFunction) fn;
+                    workQueue.schedule(new ReportProfilesWork(ClusterControllerService.this, rpf.getProfiles()));
+                    return;
+                }
+
+                case NOTIFY_TASK_COMPLETE: {
+                    CCNCFunctions.NotifyTaskCompleteFunction ntcf = (CCNCFunctions.NotifyTaskCompleteFunction) fn;
+                    workQueue.schedule(new TaskCompleteWork(ClusterControllerService.this, ntcf.getJobId(),
+                            ntcf.getTaskId(), ntcf.getNodeId(), ntcf.getStatistics()));
+                    return;
+                }
+                case NOTIFY_TASK_FAILURE: {
+                    CCNCFunctions.NotifyTaskFailureFunction ntff = (CCNCFunctions.NotifyTaskFailureFunction) fn;
+                    workQueue.schedule(new TaskFailureWork(ClusterControllerService.this, ntff.getJobId(),
+                            ntff.getTaskId(), ntff.getNodeId(), ntff.getExceptions()));
+                    return;
+                }
+
+                case REGISTER_PARTITION_PROVIDER: {
+                    CCNCFunctions.RegisterPartitionProviderFunction rppf = (CCNCFunctions.RegisterPartitionProviderFunction) fn;
+                    workQueue.schedule(new RegisterPartitionAvailibilityWork(ClusterControllerService.this,
+                            rppf.getPartitionDescriptor()));
+                    return;
+                }
+
+                case REGISTER_PARTITION_REQUEST: {
+                    CCNCFunctions.RegisterPartitionRequestFunction rprf = (CCNCFunctions.RegisterPartitionRequestFunction) fn;
+                    workQueue.schedule(new RegisterPartitionRequestWork(ClusterControllerService.this,
+                            rprf.getPartitionRequest()));
+                    return;
+                }
+
+                case REGISTER_RESULT_PARTITION_LOCATION: {
+                    CCNCFunctions.RegisterResultPartitionLocationFunction rrplf = (CCNCFunctions.RegisterResultPartitionLocationFunction) fn;
+                    workQueue.schedule(new RegisterResultPartitionLocationWork(ClusterControllerService.this,
+                            rrplf.getJobId(), rrplf.getResultSetId(), rrplf.getOrderedResult(), rrplf.getEmptyResult(),
+                            rrplf.getPartition(), rrplf.getNPartitions(), rrplf.getNetworkAddress()));
+                    return;
+                }
+
+                case REPORT_RESULT_PARTITION_WRITE_COMPLETION: {
+                    CCNCFunctions.ReportResultPartitionWriteCompletionFunction rrplf = (CCNCFunctions.ReportResultPartitionWriteCompletionFunction) fn;
+                    workQueue.schedule(new ReportResultPartitionWriteCompletionWork(ClusterControllerService.this,
+                            rrplf.getJobId(), rrplf.getResultSetId(), rrplf.getPartition()));
+                    return;
+                }
+
+                case REPORT_RESULT_PARTITION_FAILURE: {
+                    CCNCFunctions.ReportResultPartitionFailureFunction rrplf = (CCNCFunctions.ReportResultPartitionFailureFunction) fn;
+                    workQueue.schedule(new ReportResultPartitionFailureWork(ClusterControllerService.this,
+                            rrplf.getJobId(), rrplf.getResultSetId(), rrplf.getPartition()));
+                    return;
+                }
+
+                case SEND_APPLICATION_MESSAGE: {
+                    CCNCFunctions.SendApplicationMessageFunction rsf = (CCNCFunctions.SendApplicationMessageFunction) fn;
+                    workQueue.schedule(new ApplicationMessageWork(ClusterControllerService.this, rsf.getMessage(),
+                            rsf.getDeploymentId(), rsf.getNodeId()));
+                    return;
+                }
+
+                case GET_NODE_CONTROLLERS_INFO: {
+                    workQueue.schedule(new GetNodeControllersInfoWork(ClusterControllerService.this,
+                            new IResultCallback<Map<String, NodeControllerInfo>>() {
+                                @Override
+                                public void setValue(Map<String, NodeControllerInfo> result) {
+                                    new IPCResponder<CCNCFunctions.GetNodeControllersInfoResponseFunction>(handle, -1)
+                                            .setValue(new CCNCFunctions.GetNodeControllersInfoResponseFunction(result));
+                                }
+
+                                @Override
+                                public void setException(Exception e) {
+
+                                }
+                            }));
+                    return;
+                }
+
+                case STATE_DUMP_RESPONSE: {
+                    CCNCFunctions.StateDumpResponseFunction dsrf = (StateDumpResponseFunction) fn;
+                    workQueue.schedule(new NotifyStateDumpResponse(ClusterControllerService.this, dsrf.getNodeId(),
+                            dsrf.getStateDumpId(), dsrf.getState()));
+                    return;
+                }
+                case SHUTDOWN_RESPONSE: {
+                    CCNCFunctions.ShutdownResponseFunction sdrf = (ShutdownResponseFunction) fn;
+                    workQueue.schedule(new NotifyShutdownWork(ClusterControllerService.this, sdrf.getNodeId()));
+                    return;
+                }
+            }
+            LOGGER.warning("Unknown function: " + fn.getFunctionId());
+        }
+    }
+
+    public synchronized void addStateDumpRun(String id, StateDumpRun sdr) {
+        stateDumpRunMap.put(id, sdr);
+    }
+
+    public synchronized StateDumpRun getStateDumpRun(String id) {
+        return stateDumpRunMap.get(id);
+    }
+
+    public synchronized void removeStateDumpRun(String id) {
+        stateDumpRunMap.remove(id);
+    }
+
+    /**
+     * Add a deployment run
+     *
+     * @param deploymentKey
+     * @param nodeControllerIds
+     */
+    public synchronized void addDeploymentRun(DeploymentId deploymentKey, DeploymentRun dRun) {
+        deploymentRunMap.put(deploymentKey, dRun);
+    }
+
+    /**
+     * Get a deployment run
+     *
+     * @param deploymentKey
+     */
+    public synchronized DeploymentRun getDeploymentRun(DeploymentId deploymentKey) {
+        return deploymentRunMap.get(deploymentKey);
+    }
+
+    /**
+     * Remove a deployment run
+     *
+     * @param deploymentKey
+     */
+    public synchronized void removeDeploymentRun(DeploymentId deploymentKey) {
+        deploymentRunMap.remove(deploymentKey);
+    }
+
+    public synchronized void setShutdownRun(ShutdownRun sRun) {
+        shutdownCallback = sRun;
+    }
+
+    public synchronized ShutdownRun getShutdownRun() {
+        return shutdownCallback;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/NodeControllerState.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/NodeControllerState.java
new file mode 100644
index 0000000..d93ba0d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/NodeControllerState.java
@@ -0,0 +1,324 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.base.INodeController;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatSchema;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatSchema.GarbageCollectorInfo;
+
+public class NodeControllerState {
+    private static final int RRD_SIZE = 720;
+
+    private final INodeController nodeController;
+
+    private final NCConfig ncConfig;
+
+    private final NetworkAddress dataPort;
+
+    private final NetworkAddress datasetPort;
+
+    private final Set<JobId> activeJobIds;
+
+    private final String osName;
+
+    private final String arch;
+
+    private final String osVersion;
+
+    private final int nProcessors;
+
+    private final String vmName;
+
+    private final String vmVersion;
+
+    private final String vmVendor;
+
+    private final String classpath;
+
+    private final String libraryPath;
+
+    private final String bootClasspath;
+
+    private final List<String> inputArguments;
+
+    private final Map<String, String> systemProperties;
+
+    private final HeartbeatSchema hbSchema;
+
+    private final long[] hbTime;
+
+    private final long[] heapInitSize;
+
+    private final long[] heapUsedSize;
+
+    private final long[] heapCommittedSize;
+
+    private final long[] heapMaxSize;
+
+    private final long[] nonheapInitSize;
+
+    private final long[] nonheapUsedSize;
+
+    private final long[] nonheapCommittedSize;
+
+    private final long[] nonheapMaxSize;
+
+    private final int[] threadCount;
+
+    private final int[] peakThreadCount;
+
+    private final double[] systemLoadAverage;
+
+    private final String[] gcNames;
+
+    private final long[][] gcCollectionCounts;
+
+    private final long[][] gcCollectionTimes;
+
+    private final long[] netPayloadBytesRead;
+
+    private final long[] netPayloadBytesWritten;
+
+    private final long[] netSignalingBytesRead;
+
+    private final long[] netSignalingBytesWritten;
+
+    private final long[] datasetNetPayloadBytesRead;
+
+    private final long[] datasetNetPayloadBytesWritten;
+
+    private final long[] datasetNetSignalingBytesRead;
+
+    private final long[] datasetNetSignalingBytesWritten;
+
+    private final long[] ipcMessagesSent;
+
+    private final long[] ipcMessageBytesSent;
+
+    private final long[] ipcMessagesReceived;
+
+    private final long[] ipcMessageBytesReceived;
+
+    private final long[] diskReads;
+
+    private final long[] diskWrites;
+
+    private int rrdPtr;
+
+    private int lastHeartbeatDuration;
+
+    public NodeControllerState(INodeController nodeController, NodeRegistration reg) {
+        this.nodeController = nodeController;
+        ncConfig = reg.getNCConfig();
+        dataPort = reg.getDataPort();
+        datasetPort = reg.getDatasetPort();
+        activeJobIds = new HashSet<JobId>();
+
+        osName = reg.getOSName();
+        arch = reg.getArch();
+        osVersion = reg.getOSVersion();
+        nProcessors = reg.getNProcessors();
+        vmName = reg.getVmName();
+        vmVersion = reg.getVmVersion();
+        vmVendor = reg.getVmVendor();
+        classpath = reg.getClasspath();
+        libraryPath = reg.getLibraryPath();
+        bootClasspath = reg.getBootClasspath();
+        inputArguments = reg.getInputArguments();
+        systemProperties = reg.getSystemProperties();
+
+        hbSchema = reg.getHeartbeatSchema();
+
+        hbTime = new long[RRD_SIZE];
+        heapInitSize = new long[RRD_SIZE];
+        heapUsedSize = new long[RRD_SIZE];
+        heapCommittedSize = new long[RRD_SIZE];
+        heapMaxSize = new long[RRD_SIZE];
+        nonheapInitSize = new long[RRD_SIZE];
+        nonheapUsedSize = new long[RRD_SIZE];
+        nonheapCommittedSize = new long[RRD_SIZE];
+        nonheapMaxSize = new long[RRD_SIZE];
+        threadCount = new int[RRD_SIZE];
+        peakThreadCount = new int[RRD_SIZE];
+        systemLoadAverage = new double[RRD_SIZE];
+        GarbageCollectorInfo[] gcInfos = hbSchema.getGarbageCollectorInfos();
+        int gcN = gcInfos.length;
+        gcNames = new String[gcN];
+        for (int i = 0; i < gcN; ++i) {
+            gcNames[i] = gcInfos[i].getName();
+        }
+        gcCollectionCounts = new long[gcN][RRD_SIZE];
+        gcCollectionTimes = new long[gcN][RRD_SIZE];
+        netPayloadBytesRead = new long[RRD_SIZE];
+        netPayloadBytesWritten = new long[RRD_SIZE];
+        netSignalingBytesRead = new long[RRD_SIZE];
+        netSignalingBytesWritten = new long[RRD_SIZE];
+        datasetNetPayloadBytesRead = new long[RRD_SIZE];
+        datasetNetPayloadBytesWritten = new long[RRD_SIZE];
+        datasetNetSignalingBytesRead = new long[RRD_SIZE];
+        datasetNetSignalingBytesWritten = new long[RRD_SIZE];
+        ipcMessagesSent = new long[RRD_SIZE];
+        ipcMessageBytesSent = new long[RRD_SIZE];
+        ipcMessagesReceived = new long[RRD_SIZE];
+        ipcMessageBytesReceived = new long[RRD_SIZE];
+
+        diskReads = new long[RRD_SIZE];
+        diskWrites = new long[RRD_SIZE];
+
+        rrdPtr = 0;
+    }
+
+    public void notifyHeartbeat(HeartbeatData hbData) {
+        lastHeartbeatDuration = 0;
+        hbTime[rrdPtr] = System.currentTimeMillis();
+        if (hbData != null) {
+            heapInitSize[rrdPtr] = hbData.heapInitSize;
+            heapUsedSize[rrdPtr] = hbData.heapUsedSize;
+            heapCommittedSize[rrdPtr] = hbData.heapCommittedSize;
+            heapMaxSize[rrdPtr] = hbData.heapMaxSize;
+            nonheapInitSize[rrdPtr] = hbData.nonheapInitSize;
+            nonheapUsedSize[rrdPtr] = hbData.nonheapUsedSize;
+            nonheapCommittedSize[rrdPtr] = hbData.nonheapCommittedSize;
+            nonheapMaxSize[rrdPtr] = hbData.nonheapMaxSize;
+            threadCount[rrdPtr] = hbData.threadCount;
+            peakThreadCount[rrdPtr] = hbData.peakThreadCount;
+            systemLoadAverage[rrdPtr] = hbData.systemLoadAverage;
+            int gcN = hbSchema.getGarbageCollectorInfos().length;
+            for (int i = 0; i < gcN; ++i) {
+                gcCollectionCounts[i][rrdPtr] = hbData.gcCollectionCounts[i];
+                gcCollectionTimes[i][rrdPtr] = hbData.gcCollectionTimes[i];
+            }
+            netPayloadBytesRead[rrdPtr] = hbData.netPayloadBytesRead;
+            netPayloadBytesWritten[rrdPtr] = hbData.netPayloadBytesWritten;
+            netSignalingBytesRead[rrdPtr] = hbData.netSignalingBytesRead;
+            netSignalingBytesWritten[rrdPtr] = hbData.netSignalingBytesWritten;
+            datasetNetPayloadBytesRead[rrdPtr] = hbData.datasetNetPayloadBytesRead;
+            datasetNetPayloadBytesWritten[rrdPtr] = hbData.datasetNetPayloadBytesWritten;
+            datasetNetSignalingBytesRead[rrdPtr] = hbData.datasetNetSignalingBytesRead;
+            datasetNetSignalingBytesWritten[rrdPtr] = hbData.datasetNetSignalingBytesWritten;
+            ipcMessagesSent[rrdPtr] = hbData.ipcMessagesSent;
+            ipcMessageBytesSent[rrdPtr] = hbData.ipcMessageBytesSent;
+            ipcMessagesReceived[rrdPtr] = hbData.ipcMessagesReceived;
+            ipcMessageBytesReceived[rrdPtr] = hbData.ipcMessageBytesReceived;
+            diskReads[rrdPtr] = hbData.diskReads;
+            diskWrites[rrdPtr] = hbData.diskWrites;
+            rrdPtr = (rrdPtr + 1) % RRD_SIZE;
+        }
+    }
+
+    public int incrementLastHeartbeatDuration() {
+        return lastHeartbeatDuration++;
+    }
+
+    public int getLastHeartbeatDuration() {
+        return lastHeartbeatDuration;
+    }
+
+    public INodeController getNodeController() {
+        return nodeController;
+    }
+
+    public NCConfig getNCConfig() {
+        return ncConfig;
+    }
+
+    public Set<JobId> getActiveJobIds() {
+        return activeJobIds;
+    }
+
+    public NetworkAddress getDataPort() {
+        return dataPort;
+    }
+
+    public NetworkAddress getDatasetPort() {
+        return datasetPort;
+    }
+
+    public JSONObject toSummaryJSON() throws JSONException {
+        JSONObject o = new JSONObject();
+        o.put("node-id", ncConfig.nodeId);
+        o.put("heap-used", heapUsedSize[(rrdPtr + RRD_SIZE - 1) % RRD_SIZE]);
+        o.put("system-load-average", systemLoadAverage[(rrdPtr + RRD_SIZE - 1) % RRD_SIZE]);
+
+        return o;
+    }
+
+    public JSONObject toDetailedJSON() throws JSONException {
+        JSONObject o = new JSONObject();
+
+        o.put("node-id", ncConfig.nodeId);
+        o.put("os-name", osName);
+        o.put("arch", arch);
+        o.put("os-version", osVersion);
+        o.put("num-processors", nProcessors);
+        o.put("vm-name", vmName);
+        o.put("vm-version", vmVersion);
+        o.put("vm-vendor", vmVendor);
+        o.put("classpath", classpath);
+        o.put("library-path", libraryPath);
+        o.put("boot-classpath", bootClasspath);
+        o.put("input-arguments", new JSONArray(inputArguments));
+        o.put("rrd-ptr", rrdPtr);
+        o.put("heartbeat-times", hbTime);
+        o.put("heap-init-sizes", heapInitSize);
+        o.put("heap-used-sizes", heapUsedSize);
+        o.put("heap-committed-sizes", heapCommittedSize);
+        o.put("heap-max-sizes", heapMaxSize);
+        o.put("nonheap-init-sizes", nonheapInitSize);
+        o.put("nonheap-used-sizes", nonheapUsedSize);
+        o.put("nonheap-committed-sizes", nonheapCommittedSize);
+        o.put("nonheap-max-sizes", nonheapMaxSize);
+        o.put("thread-counts", threadCount);
+        o.put("peak-thread-counts", peakThreadCount);
+        o.put("system-load-averages", systemLoadAverage);
+        o.put("gc-names", gcNames);
+        o.put("gc-collection-counts", gcCollectionCounts);
+        o.put("gc-collection-times", gcCollectionTimes);
+        o.put("net-payload-bytes-read", netPayloadBytesRead);
+        o.put("net-payload-bytes-written", netPayloadBytesWritten);
+        o.put("net-signaling-bytes-read", netSignalingBytesRead);
+        o.put("net-signaling-bytes-written", netSignalingBytesWritten);
+        o.put("dataset-net-payload-bytes-read", datasetNetPayloadBytesRead);
+        o.put("dataset-net-payload-bytes-written", datasetNetPayloadBytesWritten);
+        o.put("dataset-net-signaling-bytes-read", datasetNetSignalingBytesRead);
+        o.put("dataset-net-signaling-bytes-written", datasetNetSignalingBytesWritten);
+        o.put("ipc-messages-sent", ipcMessagesSent);
+        o.put("ipc-message-bytes-sent", ipcMessageBytesSent);
+        o.put("ipc-messages-received", ipcMessagesReceived);
+        o.put("ipc-message-bytes-received", ipcMessageBytesReceived);
+        o.put("disk-reads", diskReads);
+        o.put("disk-writes", diskWrites);
+
+        return o;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/HyracksAdminConsoleApplication.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/HyracksAdminConsoleApplication.java
new file mode 100644
index 0000000..fbd5e25
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/HyracksAdminConsoleApplication.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.adminconsole;
+
+import org.apache.wicket.Page;
+import org.apache.wicket.protocol.http.WebApplication;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.adminconsole.pages.IndexPage;
+
+public class HyracksAdminConsoleApplication extends WebApplication {
+    private ClusterControllerService ccs;
+
+    @Override
+    public void init() {
+        ccs = (ClusterControllerService) getServletContext().getAttribute(ClusterControllerService.class.getName());
+    }
+
+    @Override
+    public Class<? extends Page> getHomePage() {
+        return IndexPage.class;
+    }
+
+    public ClusterControllerService getClusterControllerService() {
+        return ccs;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.java
new file mode 100644
index 0000000..db40465
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.adminconsole.pages;
+
+import org.apache.wicket.markup.html.WebPage;
+
+import org.apache.hyracks.control.cc.adminconsole.HyracksAdminConsoleApplication;
+
+public class AbstractPage extends WebPage {
+    private static final long serialVersionUID = 1L;
+
+    public HyracksAdminConsoleApplication getAdminConsoleApplication() {
+        return (HyracksAdminConsoleApplication) getApplication();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.java
new file mode 100644
index 0000000..224ecd7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.adminconsole.pages;
+
+import org.apache.wicket.markup.html.basic.Label;
+import org.apache.wicket.markup.html.link.BookmarkablePageLink;
+import org.apache.wicket.markup.html.list.ListItem;
+import org.apache.wicket.markup.html.list.ListView;
+import org.apache.wicket.request.mapper.parameter.PageParameters;
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.web.util.JSONUtils;
+import org.apache.hyracks.control.cc.work.GetJobSummariesJSONWork;
+import org.apache.hyracks.control.cc.work.GetNodeSummariesJSONWork;
+
+public class IndexPage extends AbstractPage {
+    private static final long serialVersionUID = 1L;
+
+    public IndexPage() throws Exception {
+        ClusterControllerService ccs = getAdminConsoleApplication().getClusterControllerService();
+
+        GetNodeSummariesJSONWork gnse = new GetNodeSummariesJSONWork(ccs);
+        ccs.getWorkQueue().scheduleAndSync(gnse);
+        JSONArray nodeSummaries = gnse.getSummaries();
+        add(new Label("node-count", String.valueOf(nodeSummaries.length())));
+        ListView<JSONObject> nodeList = new ListView<JSONObject>("node-list", JSONUtils.toList(nodeSummaries)) {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            protected void populateItem(ListItem<JSONObject> item) {
+                JSONObject o = item.getModelObject();
+                try {
+                    item.add(new Label("node-id", o.getString("node-id")));
+                    item.add(new Label("heap-used", o.getString("heap-used")));
+                    item.add(new Label("system-load-average", o.getString("system-load-average")));
+                    PageParameters params = new PageParameters();
+                    params.add("node-id", o.getString("node-id"));
+                    item.add(new BookmarkablePageLink<Object>("node-details", NodeDetailsPage.class, params));
+                } catch (JSONException e) {
+                    throw new RuntimeException(e);
+                }
+            }
+        };
+        add(nodeList);
+
+        GetJobSummariesJSONWork gjse = new GetJobSummariesJSONWork(ccs);
+        ccs.getWorkQueue().scheduleAndSync(gjse);
+        JSONArray jobSummaries = gjse.getSummaries();
+        ListView<JSONObject> jobList = new ListView<JSONObject>("jobs-list", JSONUtils.toList(jobSummaries)) {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            protected void populateItem(ListItem<JSONObject> item) {
+                JSONObject o = item.getModelObject();
+                try {
+                    item.add(new Label("job-id", o.getString("job-id")));
+                    item.add(new Label("status", o.getString("status")));
+                    item.add(new Label("create-time", o.getString("create-time")));
+                    item.add(new Label("start-time", o.getString("start-time")));
+                    item.add(new Label("end-time", o.getString("end-time")));
+                    PageParameters params = new PageParameters();
+                    params.add("job-id", o.getString("job-id"));
+                    item.add(new BookmarkablePageLink<Object>("job-details", JobDetailsPage.class, params));
+                } catch (JSONException e) {
+                    throw new RuntimeException(e);
+                }
+            }
+        };
+        add(jobList);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.java
new file mode 100644
index 0000000..aff8719
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.java
@@ -0,0 +1,334 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.adminconsole.pages;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.wicket.markup.html.basic.Label;
+import org.apache.wicket.request.mapper.parameter.PageParameters;
+import org.apache.wicket.util.string.StringValue;
+import org.json.JSONArray;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.work.GetActivityClusterGraphJSONWork;
+import org.apache.hyracks.control.cc.work.GetJobRunJSONWork;
+
+public class JobDetailsPage extends AbstractPage {
+    private static final long serialVersionUID = 1L;
+
+    private static final int HEIGHT = 29;
+
+    public JobDetailsPage(PageParameters params) throws Exception {
+        ClusterControllerService ccs = getAdminConsoleApplication().getClusterControllerService();
+
+        StringValue jobIdStr = params.get("job-id");
+
+        JobId jobId = JobId.parse(jobIdStr.toString());
+
+        GetActivityClusterGraphJSONWork gacgw = new GetActivityClusterGraphJSONWork(ccs, jobId);
+        ccs.getWorkQueue().scheduleAndSync(gacgw);
+        Label jag = new Label("activity-cluster-graph", gacgw.getJSON().toString());
+        jag.setEscapeModelStrings(false);
+        add(jag);
+
+        JSONObject jagO = gacgw.getJSON();
+
+        Map<ActivityId, String> activityMap = new HashMap<ActivityId, String>();
+        if (jagO.has("activities")) {
+            JSONArray aArray = jagO.getJSONArray("activities");
+            for (int i = 0; i < aArray.length(); ++i) {
+                JSONObject aO = aArray.getJSONObject(i);
+                ActivityId aid = ActivityId.parse(aO.getString("id"));
+                String className = aO.getString("java-class");
+
+                activityMap.put(aid, className);
+            }
+        }
+
+        GetJobRunJSONWork gjrw = new GetJobRunJSONWork(ccs, jobId);
+        ccs.getWorkQueue().scheduleAndSync(gjrw);
+        Label jobrun = new Label("job-run", gjrw.getJSON().toString());
+        jobrun.setEscapeModelStrings(false);
+        add(jobrun);
+
+        JSONObject jrO = gjrw.getJSON();
+
+        List<TaskClusterAttempt[]> tcList = new ArrayList<TaskClusterAttempt[]>();
+        long minTime = Long.MAX_VALUE;
+        long maxTime = Long.MIN_VALUE;
+        if (jrO.has("activity-clusters")) {
+            JSONArray acA = jrO.getJSONArray("activity-clusters");
+            for (int i = 0; i < acA.length(); ++i) {
+                JSONObject acO = acA.getJSONObject(i);
+                if (acO.has("plan")) {
+                    JSONObject planO = acO.getJSONObject("plan");
+                    if (planO.has("task-clusters")) {
+                        JSONArray tcA = planO.getJSONArray("task-clusters");
+                        for (int j = 0; j < tcA.length(); ++j) {
+                            JSONObject tcO = tcA.getJSONObject(j);
+                            String tcId = tcO.getString("task-cluster-id");
+                            if (tcO.has("attempts")) {
+                                JSONArray tcaA = tcO.getJSONArray("attempts");
+                                TaskClusterAttempt[] tcAttempts = new TaskClusterAttempt[tcaA.length()];
+                                for (int k = 0; k < tcaA.length(); ++k) {
+                                    JSONObject tcaO = tcaA.getJSONObject(k);
+                                    int attempt = tcaO.getInt("attempt");
+                                    long startTime = tcaO.getLong("start-time");
+                                    long endTime = tcaO.getLong("end-time");
+
+                                    tcAttempts[k] = new TaskClusterAttempt(tcId, attempt, startTime, endTime);
+                                    if (startTime < minTime) {
+                                        minTime = startTime;
+                                    }
+                                    if (endTime > maxTime) {
+                                        maxTime = endTime;
+                                    }
+                                    if (tcaO.has("task-attempts")) {
+                                        JSONArray taArray = tcaO.getJSONArray("task-attempts");
+                                        tcAttempts[k].tasks = new TaskAttempt[taArray.length()];
+                                        for (int l = 0; l < taArray.length(); ++l) {
+                                            JSONObject taO = taArray.getJSONObject(l);
+                                            TaskAttemptId taId = TaskAttemptId.parse(taO.getString("task-attempt-id"));
+                                            TaskAttempt ta = new TaskAttempt(taId, taO.getLong("start-time"),
+                                                    taO.getLong("end-time"));
+                                            tcAttempts[k].tasks[l] = ta;
+                                            TaskId tid = taId.getTaskId();
+                                            ta.name = activityMap.get(tid.getActivityId());
+                                            ta.partition = tid.getPartition();
+                                        }
+                                        Arrays.sort(tcAttempts[k].tasks, new Comparator<TaskAttempt>() {
+                                            @Override
+                                            public int compare(TaskAttempt o1, TaskAttempt o2) {
+                                                return o1.startTime < o2.startTime ? -1
+                                                        : (o1.startTime > o2.startTime ? 1 : 0);
+                                            }
+                                        });
+                                    }
+                                }
+                                Arrays.sort(tcAttempts, new Comparator<TaskClusterAttempt>() {
+                                    @Override
+                                    public int compare(TaskClusterAttempt o1, TaskClusterAttempt o2) {
+                                        return o1.startTime < o2.startTime ? -1 : (o1.startTime > o2.startTime ? 1 : 0);
+                                    }
+                                });
+                                tcList.add(tcAttempts);
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+        Map<TaskAttemptId, TaskProfile> tpMap = new HashMap<TaskAttemptId, TaskProfile>();
+        if (jrO.has("profile")) {
+            JSONObject pO = jrO.getJSONObject("profile");
+            if (pO.has("joblets")) {
+                JSONArray jobletsA = pO.getJSONArray("joblets");
+                for (int i = 0; i < jobletsA.length(); ++i) {
+                    JSONObject jobletO = jobletsA.getJSONObject(i);
+                    if (jobletO.has("tasks")) {
+                        JSONArray tasksA = jobletO.getJSONArray("tasks");
+                        for (int j = 0; j < tasksA.length(); ++j) {
+                            JSONObject taskO = tasksA.getJSONObject(j);
+                            ActivityId activityId = ActivityId.parse(taskO.getString("activity-id"));
+                            int partition = taskO.getInt("partition");
+                            int attempt = taskO.getInt("attempt");
+                            TaskAttemptId taId = new TaskAttemptId(new TaskId(activityId, partition), attempt);
+                            if (taskO.has("partition-send-profile")) {
+                                JSONArray taskProfilesA = taskO.getJSONArray("partition-send-profile");
+                                for (int k = 0; k < taskProfilesA.length(); ++k) {
+                                    JSONObject ppO = taskProfilesA.getJSONObject(k);
+                                    long openTime = ppO.getLong("open-time");
+                                    long closeTime = ppO.getLong("close-time");
+                                    int resolution = ppO.getInt("resolution");
+                                    long offset = ppO.getLong("offset");
+                                    JSONArray frameTimesA = ppO.getJSONArray("frame-times");
+                                    long[] frameTimes = new long[frameTimesA.length()];
+                                    for (int l = 0; l < frameTimes.length; ++l) {
+                                        frameTimes[l] = frameTimesA.getInt(l) + offset;
+                                    }
+                                    TaskProfile tp = new TaskProfile(taId, openTime, closeTime, frameTimes, resolution);
+                                    if (!tpMap.containsKey(tp.taId)) {
+                                        tpMap.put(tp.taId, tp);
+                                    }
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+        }
+
+        if (!tcList.isEmpty()) {
+            Collections.sort(tcList, new Comparator<TaskClusterAttempt[]>() {
+                @Override
+                public int compare(TaskClusterAttempt[] o1, TaskClusterAttempt[] o2) {
+                    if (o1.length == 0) {
+                        return o2.length == 0 ? 0 : -1;
+                    } else if (o2.length == 0) {
+                        return 1;
+                    }
+                    return o1[0].startTime < o2[0].startTime ? -1 : (o1[0].startTime > o2[0].startTime ? 1 : 0);
+                }
+            });
+            long range = maxTime - minTime;
+
+            double leftOffset = 20;
+
+            int xWidth = 1024;
+            double width = ((double) xWidth) / range;
+            StringBuilder buffer = new StringBuilder();
+            int y = 0;
+            for (TaskClusterAttempt[] tcAttempts : tcList) {
+                for (int i = 0; i < tcAttempts.length; ++i) {
+                    TaskClusterAttempt tca = tcAttempts[i];
+                    long startTime = tca.startTime - minTime;
+                    long endTime = tca.endTime - minTime;
+                    buffer.append("<rect x=\"").append(startTime * width + leftOffset).append("\" y=\"")
+                            .append(y * (HEIGHT + 1)).append("\" width=\"").append(width * (endTime - startTime))
+                            .append("\" height=\"").append(HEIGHT).append("\"/>\n");
+                    buffer.append("<text x=\"").append(endTime * width + leftOffset + 20).append("\" y=\"")
+                            .append(y * (HEIGHT + 1) + HEIGHT * 3 / 4).append("\">")
+                            .append((endTime - startTime) + " ms").append("</text>\n");
+                    ++y;
+                    for (int j = 0; j < tca.tasks.length; ++j) {
+                        TaskAttempt ta = tca.tasks[j];
+                        long tStartTime = ta.startTime - minTime;
+                        long tEndTime = ta.endTime - minTime;
+                        buffer.append("<rect x=\"").append(tStartTime * width + leftOffset).append("\" y=\"")
+                                .append(y * (HEIGHT + 1) + HEIGHT / 4).append("\" width=\"")
+                                .append(width * (tEndTime - tStartTime)).append("\" height=\"").append(HEIGHT / 2)
+                                .append("\" style=\"fill:rgb(255,255,255);stroke-width:1;stroke:rgb(0,0,0)\"/>\n");
+                        buffer.append("<text x=\"").append(tEndTime * width + leftOffset + 20).append("\" y=\"")
+                                .append(y * (HEIGHT + 1) + HEIGHT * 3 / 4).append("\">")
+                                .append((tEndTime - tStartTime) + " ms (" + ta.name + ":" + ta.partition + ")")
+                                .append("</text>\n");
+                        TaskProfile tp = tpMap.get(ta.taId);
+                        if (tp != null) {
+                            for (int k = 0; k < tp.frameTimes.length; ++k) {
+                                long taOpenTime = tp.openTime - minTime;
+                                buffer.append("<rect x=\"")
+                                        .append(taOpenTime * width + leftOffset)
+                                        .append("\" y=\"")
+                                        .append(y * (HEIGHT + 1) + HEIGHT / 4)
+                                        .append("\" width=\"1\" height=\"")
+                                        .append(HEIGHT / 2)
+                                        .append("\" style=\"fill:rgb(255,0,0);stroke-width:1;stroke:rgb(255,0,0)\"/>\n");
+                                for (int l = 0; l < tp.frameTimes.length; ++l) {
+                                    long ft = tp.frameTimes[l];
+                                    long ftn = l < tp.frameTimes.length - 1 ? tp.frameTimes[l + 1] : ft;
+                                    long taNextTime = ft - minTime;
+                                    long barWidth = ftn - ft;
+                                    buffer.append("<rect x=\"")
+                                            .append(taNextTime * width + leftOffset)
+                                            .append("\" y=\"")
+                                            .append(y * (HEIGHT + 1) + HEIGHT / 4)
+                                            .append("\" width=\"")
+                                            .append(barWidth == 0 ? 1 : (barWidth * width))
+                                            .append("\" height=\"")
+                                            .append(HEIGHT / 2)
+                                            .append("\" style=\"fill:rgb(0,255,0);stroke-width:1;stroke:rgb(0,255,0)\"/>\n");
+                                }
+                                long taCloseTime = tp.closeTime - minTime;
+                                buffer.append("<rect x=\"")
+                                        .append(taCloseTime * width + leftOffset)
+                                        .append("\" y=\"")
+                                        .append(y * (HEIGHT + 1) + HEIGHT / 4)
+                                        .append("\" width=\"1\" height=\"")
+                                        .append(HEIGHT / 2)
+                                        .append("\" style=\"fill:rgb(0,0,255);stroke-width:1;stroke:rgb(0,0,255)\"/>\n");
+                            }
+                        }
+                        ++y;
+                    }
+                }
+            }
+            buffer.append("<rect x=\"").append(leftOffset).append("\" y=\"").append(0).append("\" width=\"").append(1)
+                    .append("\" height=\"").append((y + 2) * (HEIGHT + 1)).append("\"/>\n");
+            buffer.append("<rect x=\"").append(0).append("\" y=\"").append((y + 1) * (HEIGHT + 1))
+                    .append("\" width=\"").append(xWidth + 2 * leftOffset).append("\" height=\"").append(1)
+                    .append("\"/>\n");
+            buffer.append("</svg>");
+            Label markup = new Label("job-timeline",
+                    "<svg version=\"1.1\"\nxmlns=\"http://www.w3.org/2000/svg\" width=\"" + (xWidth * 1.5)
+                            + "\" height=\"" + ((y + 2) * (HEIGHT + 1)) + "\">\n" + buffer.toString());
+            markup.setEscapeModelStrings(false);
+            add(markup);
+        } else {
+            Label markup = new Label("job-timeline", "No information available yet");
+            add(markup);
+        }
+    }
+
+    private static class TaskAttempt {
+        private TaskAttemptId taId;
+        private long startTime;
+        private long endTime;
+        private String name;
+        private int partition;
+
+        public TaskAttempt(TaskAttemptId taId, long startTime, long endTime) {
+            this.taId = taId;
+            this.startTime = startTime;
+            this.endTime = endTime;
+        }
+    }
+
+    private static class TaskClusterAttempt {
+        private String tcId;
+        private int attempt;
+        private long startTime;
+        private long endTime;
+        private TaskAttempt[] tasks;
+
+        public TaskClusterAttempt(String tcId, int attempt, long startTime, long endTime) {
+            this.tcId = tcId;
+            this.attempt = attempt;
+            this.startTime = startTime;
+            this.endTime = endTime;
+        }
+    }
+
+    private static class TaskProfile {
+        private TaskAttemptId taId;
+        private long openTime;
+        private long closeTime;
+        private long[] frameTimes;
+        private int resolution;
+
+        public TaskProfile(TaskAttemptId taId, long openTime, long closeTime, long[] frameTimes, int resolution) {
+            this.taId = taId;
+            this.openTime = openTime;
+            this.closeTime = closeTime;
+            this.frameTimes = frameTimes;
+            this.resolution = resolution;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.java
new file mode 100644
index 0000000..e13f5fd
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.adminconsole.pages;
+
+import org.apache.wicket.request.mapper.parameter.PageParameters;
+
+public class NodeDetailsPage extends AbstractPage {
+    private static final long serialVersionUID = 1L;
+
+    public NodeDetailsPage(PageParameters params) throws Exception {
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/application/CCApplicationContext.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/application/CCApplicationContext.java
new file mode 100644
index 0000000..61505eb
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/application/CCApplicationContext.java
@@ -0,0 +1,120 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.application;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.application.IClusterLifecycleListener;
+import org.apache.hyracks.api.context.ICCContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.IJobLifecycleListener;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.service.IControllerService;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.application.ApplicationContext;
+import org.apache.hyracks.control.common.context.ServerContext;
+import org.apache.hyracks.control.common.work.IResultCallback;
+
+public class CCApplicationContext extends ApplicationContext implements ICCApplicationContext {
+    private final ICCContext ccContext;
+
+    protected final Set<String> initPendingNodeIds;
+    protected final Set<String> deinitPendingNodeIds;
+
+    protected IResultCallback<Object> initializationCallback;
+    protected IResultCallback<Object> deinitializationCallback;
+
+    private List<IJobLifecycleListener> jobLifecycleListeners;
+    private List<IClusterLifecycleListener> clusterLifecycleListeners;
+    private final ClusterControllerService ccs;
+
+    public CCApplicationContext(ClusterControllerService ccs, ServerContext serverCtx, ICCContext ccContext)
+            throws IOException {
+        super(serverCtx);
+        this.ccContext = ccContext;
+        this.ccs = ccs;
+        initPendingNodeIds = new HashSet<String>();
+        deinitPendingNodeIds = new HashSet<String>();
+        jobLifecycleListeners = new ArrayList<IJobLifecycleListener>();
+        clusterLifecycleListeners = new ArrayList<IClusterLifecycleListener>();
+    }
+
+    public ICCContext getCCContext() {
+        return ccContext;
+    }
+
+    @Override
+    public void setDistributedState(Serializable state) {
+        this.distributedState = state;
+    }
+
+    @Override
+    public void addJobLifecycleListener(IJobLifecycleListener jobLifecycleListener) {
+        jobLifecycleListeners.add(jobLifecycleListener);
+    }
+
+    public synchronized void notifyJobStart(JobId jobId) throws HyracksException {
+        for (IJobLifecycleListener l : jobLifecycleListeners) {
+            l.notifyJobStart(jobId);
+        }
+    }
+
+    public synchronized void notifyJobFinish(JobId jobId) throws HyracksException {
+        for (IJobLifecycleListener l : jobLifecycleListeners) {
+            l.notifyJobFinish(jobId);
+        }
+    }
+
+    public synchronized void notifyJobCreation(JobId jobId, IActivityClusterGraphGeneratorFactory acggf)
+            throws HyracksException {
+        for (IJobLifecycleListener l : jobLifecycleListeners) {
+            l.notifyJobCreation(jobId, acggf);
+        }
+    }
+
+    @Override
+    public void addClusterLifecycleListener(IClusterLifecycleListener clusterLifecycleListener) {
+        clusterLifecycleListeners.add(clusterLifecycleListener);
+    }
+
+    public void notifyNodeJoin(String nodeId, Map<String, String> ncConfiguration) throws HyracksException {
+        for (IClusterLifecycleListener l : clusterLifecycleListeners) {
+            l.notifyNodeJoin(nodeId, ncConfiguration);
+        }
+    }
+
+    public void notifyNodeFailure(Set<String> deadNodeIds) {
+        for (IClusterLifecycleListener l : clusterLifecycleListeners) {
+            l.notifyNodeFailure(deadNodeIds);
+        }
+    }
+
+    @Override
+    public IControllerService getControllerService() {
+        return ccs;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/DatasetDirectoryService.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/DatasetDirectoryService.java
new file mode 100644
index 0000000..5d45920
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/DatasetDirectoryService.java
@@ -0,0 +1,298 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.dataset;
+
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.ExecutorService;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.IDatasetStateRecord;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.dataset.ResultSetMetaData;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.dataset.ResultStateSweeper;
+import org.apache.hyracks.control.common.work.IResultCallback;
+
+/**
+ * TODO(madhusudancs): The potential perils of this global dataset directory service implementation is that, the jobs
+ * location information is never evicted from the memory and the memory usage grows as the number of jobs in the system
+ * grows. What we should possibly do is, add an API call for the client to say that it received everything it has to for
+ * the job (after it receives all the results) completely. Then we can just get rid of the location information for that
+ * job.
+ */
+public class DatasetDirectoryService implements IDatasetDirectoryService {
+    private final long resultTTL;
+
+    private final long resultSweepThreshold;
+
+    private final Map<JobId, JobResultInfo> jobResultLocations;
+
+    public DatasetDirectoryService(long resultTTL, long resultSweepThreshold) {
+        this.resultTTL = resultTTL;
+        this.resultSweepThreshold = resultSweepThreshold;
+        jobResultLocations = new LinkedHashMap<JobId, JobResultInfo>();
+    }
+
+    @Override
+    public void init(ExecutorService executor) {
+        executor.execute(new ResultStateSweeper(this, resultTTL, resultSweepThreshold));
+    }
+
+    @Override
+    public synchronized void notifyJobCreation(JobId jobId, IActivityClusterGraphGeneratorFactory acggf)
+            throws HyracksException {
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+        if (djr == null) {
+            djr = new DatasetJobRecord();
+            jobResultLocations.put(jobId, new JobResultInfo(djr, null));
+        }
+    }
+
+    @Override
+    public void notifyJobStart(JobId jobId) throws HyracksException {
+        // Auto-generated method stub
+    }
+
+    @Override
+    public void notifyJobFinish(JobId jobId) throws HyracksException {
+        // Auto-generated method stub
+    }
+
+    private DatasetJobRecord getDatasetJobRecord(JobId jobId) {
+        final JobResultInfo jri = jobResultLocations.get(jobId);
+        return jri == null ? null : jri.record;
+    }
+
+    @Override
+    public synchronized void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult,
+            boolean emptyResult, int partition, int nPartitions, NetworkAddress networkAddress) {
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        if (resultSetMetaData == null) {
+            resultSetMetaData = new ResultSetMetaData(orderedResult, new DatasetDirectoryRecord[nPartitions]);
+            djr.put(rsId, resultSetMetaData);
+        }
+
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+        if (records[partition] == null) {
+            records[partition] = new DatasetDirectoryRecord();
+        }
+        records[partition].setNetworkAddress(networkAddress);
+        records[partition].setEmpty(emptyResult);
+        records[partition].start();
+
+        Waiters waiters = jobResultLocations.get(jobId).waiters;
+        Waiter waiter = waiters != null ? waiters.get(rsId) : null;
+        if (waiter != null) {
+            try {
+                DatasetDirectoryRecord[] updatedRecords = updatedRecords(jobId, rsId, waiter.knownRecords);
+                if (updatedRecords != null) {
+                    waiters.remove(rsId);
+                    waiter.callback.setValue(updatedRecords);
+                }
+            } catch (Exception e) {
+                waiter.callback.setException(e);
+            }
+        }
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) {
+        int successCount = 0;
+
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+        records[partition].writeEOS();
+
+        for (DatasetDirectoryRecord record : records) {
+            if ((record != null) && (record.getStatus() == DatasetDirectoryRecord.Status.SUCCESS)) {
+                successCount++;
+            }
+        }
+        if (successCount == records.length) {
+            djr.success();
+        }
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) {
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+        if (djr != null) {
+            djr.fail();
+        }
+        final Waiters waiters = jobResultLocations.get(jobId).waiters;
+        if (waiters != null) {
+            waiters.get(rsId).callback.setException(new Exception());
+            waiters.remove(rsId);
+        }
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void reportJobFailure(JobId jobId, List<Exception> exceptions) {
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+        if (djr != null) {
+            djr.fail(exceptions);
+        }
+        final Waiters waiters = jobResultLocations.get(jobId).waiters;
+        if (waiters != null) {
+            for (ResultSetId rsId : waiters.keySet()) {
+                waiters.remove(rsId).callback.setException(exceptions.get(0));
+            }
+        }
+        notifyAll();
+    }
+
+    @Override
+    public synchronized Status getResultStatus(JobId jobId, ResultSetId rsId) throws HyracksDataException {
+        DatasetJobRecord djr;
+        while ((djr = getDatasetJobRecord(jobId)) == null) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        return djr.getStatus();
+    }
+
+    @Override
+    public Set<JobId> getJobIds() {
+        return jobResultLocations.keySet();
+    }
+
+    @Override
+    public IDatasetStateRecord getState(JobId jobId) {
+        return jobResultLocations.get(jobId).record;
+    }
+
+    @Override
+    public void deinitState(JobId jobId) {
+        jobResultLocations.remove(jobResultLocations.get(jobId));
+    }
+
+    @Override
+    public synchronized void getResultPartitionLocations(JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords, IResultCallback<DatasetDirectoryRecord[]> callback)
+            throws HyracksDataException {
+        DatasetDirectoryRecord[] updatedRecords = updatedRecords(jobId, rsId, knownRecords);
+        if (updatedRecords == null) {
+            JobResultInfo jri = jobResultLocations.get(jobId);
+            Waiters waiters;
+            if (jri == null) {
+                waiters = new Waiters();
+                jri = new JobResultInfo(null, waiters);
+                jobResultLocations.put(jobId, jri);
+            } else {
+                waiters = jri.waiters;
+                if (waiters == null) {
+                    waiters = new Waiters();
+                    jri.waiters = waiters;
+                }
+            }
+            waiters.put(rsId, new Waiter(knownRecords, callback));
+        } else {
+            callback.setValue(updatedRecords);
+        }
+    }
+
+    /**
+     * Compares the records already known by the client for the given job's result set id with the records that the
+     * dataset directory service knows and if there are any newly discovered records returns a whole array with the
+     * new records filled in.
+     *
+     * @param jobId
+     *            - Id of the job for which the directory records should be retrieved.
+     * @param rsId
+     *            - Id of the result set for which the directory records should be retrieved.
+     * @param knownRecords
+     *            - An array of directory records that the client is already aware of.
+     * @return
+     *         Returns the updated records if new record were discovered, null otherwise
+     * @throws HyracksDataException
+     *             TODO(madhusudancs): Think about caching (and still be stateless) instead of this ugly O(n) iterations for
+     *             every check. This already looks very expensive.
+     */
+    private DatasetDirectoryRecord[] updatedRecords(JobId jobId, ResultSetId rsId, DatasetDirectoryRecord[] knownRecords)
+            throws HyracksDataException {
+        DatasetJobRecord djr = getDatasetJobRecord(jobId);
+
+        if (djr == null) {
+            throw new HyracksDataException("Requested JobId " + jobId + " doesn't exist");
+        }
+
+        if (djr.getStatus() == Status.FAILED) {
+            List<Exception> caughtExceptions = djr.getExceptions();
+            if (caughtExceptions == null) {
+                throw new HyracksDataException("Job failed.");
+            } else {
+                throw new HyracksDataException(caughtExceptions.get(caughtExceptions.size() - 1));
+            }
+        }
+
+        ResultSetMetaData resultSetMetaData = djr.get(rsId);
+        if (resultSetMetaData == null || resultSetMetaData.getRecords() == null) {
+            return null;
+        }
+
+        DatasetDirectoryRecord[] records = resultSetMetaData.getRecords();
+
+        return Arrays.equals(records, knownRecords) ? null : records;
+    }
+}
+
+class JobResultInfo {
+    JobResultInfo(DatasetJobRecord record, Waiters waiters) {
+        this.record = record;
+        this.waiters = waiters;
+    }
+
+    DatasetJobRecord record;
+    Waiters waiters;
+}
+
+class Waiters extends HashMap<ResultSetId, Waiter> {
+    private static final long serialVersionUID = 1L;
+}
+
+class Waiter {
+    Waiter(DatasetDirectoryRecord[] knownRecords, IResultCallback<DatasetDirectoryRecord[]> callback) {
+        this.knownRecords = knownRecords;
+        this.callback = callback;
+    }
+
+    DatasetDirectoryRecord[] knownRecords;
+    IResultCallback<DatasetDirectoryRecord[]> callback;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/IDatasetDirectoryService.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/IDatasetDirectoryService.java
new file mode 100644
index 0000000..9e4e03e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/dataset/IDatasetDirectoryService.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.dataset;
+
+import java.util.List;
+import java.util.concurrent.ExecutorService;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.IDatasetManager;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IJobLifecycleListener;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.work.IResultCallback;
+
+public interface IDatasetDirectoryService extends IJobLifecycleListener, IDatasetManager {
+    public void init(ExecutorService executor);
+
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult,
+            boolean emptyResult, int partition, int nPartitions, NetworkAddress networkAddress);
+
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition);
+
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition);
+
+    public void reportJobFailure(JobId jobId, List<Exception> exceptions);
+
+    public Status getResultStatus(JobId jobId, ResultSetId rsId) throws HyracksDataException;
+
+    public void getResultPartitionLocations(JobId jobId, ResultSetId rsId, DatasetDirectoryRecord[] knownLocations,
+            IResultCallback<DatasetDirectoryRecord[]> callback) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityClusterPlan.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityClusterPlan.java
new file mode 100644
index 0000000..cd7a7b7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityClusterPlan.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+
+public class ActivityClusterPlan {
+    private final Map<ActivityId, ActivityPlan> activityPlanMap;
+
+    private final TaskCluster[] taskClusters;
+
+    public ActivityClusterPlan(TaskCluster[] taskClusters, Map<ActivityId, ActivityPlan> activityPlanMap) {
+        this.activityPlanMap = activityPlanMap;
+        this.taskClusters = taskClusters;
+    }
+
+    public Map<ActivityId, ActivityPlan> getActivityPlanMap() {
+        return activityPlanMap;
+    }
+
+    public TaskCluster[] getTaskClusters() {
+        return taskClusters;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityPlan.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityPlan.java
new file mode 100644
index 0000000..d4df923
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/ActivityPlan.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import org.apache.hyracks.control.cc.scheduler.ActivityPartitionDetails;
+
+public class ActivityPlan {
+    private final ActivityPartitionDetails apd;
+
+    private Task[] tasks;
+
+    public ActivityPlan(ActivityPartitionDetails apd) {
+        this.apd = apd;
+    }
+
+    public ActivityPartitionDetails getActivityPartitionDetails() {
+        return apd;
+    }
+
+    public Task[] getTasks() {
+        return tasks;
+    }
+
+    public void setTasks(Task[] tasks) {
+        this.tasks = tasks;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/IJobStatusConditionVariable.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/IJobStatusConditionVariable.java
new file mode 100644
index 0000000..dd4d18e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/IJobStatusConditionVariable.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+public interface IJobStatusConditionVariable {
+    public void waitForCompletion() throws Exception;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java
new file mode 100644
index 0000000..0d3367c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/JobRun.java
@@ -0,0 +1,403 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.io.PrintWriter;
+import java.io.StringWriter;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.ActivityClusterId;
+import org.apache.hyracks.api.job.IActivityClusterGraphGenerator;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.partitions.PartitionMatchMaker;
+import org.apache.hyracks.control.cc.scheduler.ActivityPartitionDetails;
+import org.apache.hyracks.control.cc.scheduler.JobScheduler;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.utils.ExceptionUtils;
+
+public class JobRun implements IJobStatusConditionVariable {
+    private final DeploymentId deploymentId;
+
+    private final JobId jobId;
+
+    private final IActivityClusterGraphGenerator acgg;
+
+    private final ActivityClusterGraph acg;
+
+    private final JobScheduler scheduler;
+
+    private final EnumSet<JobFlag> jobFlags;
+
+    private final Map<ActivityClusterId, ActivityClusterPlan> activityClusterPlanMap;
+
+    private final PartitionMatchMaker pmm;
+
+    private final Set<String> participatingNodeIds;
+
+    private final Set<String> cleanupPendingNodeIds;
+
+    private final JobProfile profile;
+
+    private final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicyMap;
+
+    private long createTime;
+
+    private long startTime;
+
+    private long endTime;
+
+    private JobStatus status;
+
+    private List<Exception> exceptions;
+
+    private JobStatus pendingStatus;
+
+    private List<Exception> pendingExceptions;
+
+    private Map<OperatorDescriptorId, Map<Integer, String>> operatorLocations;
+
+    public JobRun(ClusterControllerService ccs, DeploymentId deploymentId, JobId jobId,
+            IActivityClusterGraphGenerator acgg, EnumSet<JobFlag> jobFlags) {
+        this.deploymentId = deploymentId;
+        this.jobId = jobId;
+        this.acgg = acgg;
+        this.acg = acgg.initialize();
+        this.scheduler = new JobScheduler(ccs, this, acgg.getConstraints());
+        this.jobFlags = jobFlags;
+        activityClusterPlanMap = new HashMap<ActivityClusterId, ActivityClusterPlan>();
+        pmm = new PartitionMatchMaker();
+        participatingNodeIds = new HashSet<String>();
+        cleanupPendingNodeIds = new HashSet<String>();
+        profile = new JobProfile(jobId);
+        connectorPolicyMap = new HashMap<ConnectorDescriptorId, IConnectorPolicy>();
+        operatorLocations = new HashMap<OperatorDescriptorId, Map<Integer, String>>();
+    }
+
+    public DeploymentId getDeploymentId() {
+        return deploymentId;
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public ActivityClusterGraph getActivityClusterGraph() {
+        return acg;
+    }
+
+    public EnumSet<JobFlag> getFlags() {
+        return jobFlags;
+    }
+
+    public Map<ActivityClusterId, ActivityClusterPlan> getActivityClusterPlanMap() {
+        return activityClusterPlanMap;
+    }
+
+    public PartitionMatchMaker getPartitionMatchMaker() {
+        return pmm;
+    }
+
+    public synchronized void setStatus(JobStatus status, List<Exception> exceptions) {
+        this.status = status;
+        this.exceptions = exceptions;
+        notifyAll();
+    }
+
+    public synchronized JobStatus getStatus() {
+        return status;
+    }
+
+    public synchronized List<Exception> getExceptions() {
+        return exceptions;
+    }
+
+    public void setPendingStatus(JobStatus status, List<Exception> exceptions) {
+        this.pendingStatus = status;
+        this.pendingExceptions = exceptions;
+    }
+
+    public JobStatus getPendingStatus() {
+        return pendingStatus;
+    }
+
+    public synchronized List<Exception> getPendingExceptions() {
+        return pendingExceptions;
+    }
+
+    public long getCreateTime() {
+        return createTime;
+    }
+
+    public void setCreateTime(long createTime) {
+        this.createTime = createTime;
+    }
+
+    public long getStartTime() {
+        return startTime;
+    }
+
+    public void setStartTime(long startTime) {
+        this.startTime = startTime;
+    }
+
+    public long getEndTime() {
+        return endTime;
+    }
+
+    public void setEndTime(long endTime) {
+        this.endTime = endTime;
+    }
+
+    public void registerOperatorLocation(OperatorDescriptorId op, int partition, String location) {
+        Map<Integer, String> locations = operatorLocations.get(op);
+        if (locations == null) {
+            locations = new HashMap<Integer, String>();
+            operatorLocations.put(op, locations);
+        }
+        locations.put(partition, location);
+    }
+
+    @Override
+    public synchronized void waitForCompletion() throws Exception {
+        while (status != JobStatus.TERMINATED && status != JobStatus.FAILURE) {
+            wait();
+        }
+        if (exceptions != null && !exceptions.isEmpty()) {
+            StringBuilder buffer = new StringBuilder();
+            buffer.append("Job failed on account of:\n");
+            for (Exception e : exceptions) {
+                buffer.append(e.getMessage()).append('\n');
+            }
+            HyracksException he;
+            he = new HyracksException(buffer.toString(), exceptions.get(0));
+            for (int i = 1; i < exceptions.size(); ++i) {
+                he.addSuppressed(exceptions.get(i));
+            }
+            throw he;
+        }
+    }
+
+    public Set<String> getParticipatingNodeIds() {
+        return participatingNodeIds;
+    }
+
+    public Set<String> getCleanupPendingNodeIds() {
+        return cleanupPendingNodeIds;
+    }
+
+    public JobProfile getJobProfile() {
+        return profile;
+    }
+
+    public JobScheduler getScheduler() {
+        return scheduler;
+    }
+
+    public Map<ConnectorDescriptorId, IConnectorPolicy> getConnectorPolicyMap() {
+        return connectorPolicyMap;
+    }
+
+    public JSONObject toJSON() throws JSONException {
+        JSONObject result = new JSONObject();
+
+        result.put("job-id", jobId.toString());
+        result.put("status", getStatus());
+        result.put("create-time", getCreateTime());
+        result.put("start-time", getCreateTime());
+        result.put("end-time", getCreateTime());
+
+        JSONArray aClusters = new JSONArray();
+        for (ActivityCluster ac : acg.getActivityClusterMap().values()) {
+            JSONObject acJSON = new JSONObject();
+
+            acJSON.put("activity-cluster-id", String.valueOf(ac.getId()));
+
+            JSONArray activitiesJSON = new JSONArray();
+            for (ActivityId aid : ac.getActivityMap().keySet()) {
+                activitiesJSON.put(aid);
+            }
+            acJSON.put("activities", activitiesJSON);
+
+            JSONArray dependenciesJSON = new JSONArray();
+            for (ActivityCluster dependency : ac.getDependencies()) {
+                dependenciesJSON.put(String.valueOf(dependency.getId()));
+            }
+            acJSON.put("dependencies", dependenciesJSON);
+
+            ActivityClusterPlan acp = activityClusterPlanMap.get(ac.getId());
+            if (acp == null) {
+                acJSON.put("plan", (Object) null);
+            } else {
+                JSONObject planJSON = new JSONObject();
+
+                JSONArray acTasks = new JSONArray();
+                for (Map.Entry<ActivityId, ActivityPlan> e : acp.getActivityPlanMap().entrySet()) {
+                    ActivityPlan acPlan = e.getValue();
+                    JSONObject entry = new JSONObject();
+                    entry.put("activity-id", e.getKey().toString());
+
+                    ActivityPartitionDetails apd = acPlan.getActivityPartitionDetails();
+                    entry.put("partition-count", apd.getPartitionCount());
+
+                    JSONArray inPartCountsJSON = new JSONArray();
+                    int[] inPartCounts = apd.getInputPartitionCounts();
+                    if (inPartCounts != null) {
+                        for (int i : inPartCounts) {
+                            inPartCountsJSON.put(i);
+                        }
+                    }
+                    entry.put("input-partition-counts", inPartCountsJSON);
+
+                    JSONArray outPartCountsJSON = new JSONArray();
+                    int[] outPartCounts = apd.getOutputPartitionCounts();
+                    if (outPartCounts != null) {
+                        for (int o : outPartCounts) {
+                            outPartCountsJSON.put(o);
+                        }
+                    }
+                    entry.put("output-partition-counts", outPartCountsJSON);
+
+                    JSONArray tasks = new JSONArray();
+                    for (Task t : acPlan.getTasks()) {
+                        JSONObject task = new JSONObject();
+
+                        task.put("task-id", t.getTaskId().toString());
+
+                        JSONArray dependentTasksJSON = new JSONArray();
+                        for (TaskId dependent : t.getDependents()) {
+                            dependentTasksJSON.put(dependent.toString());
+                        }
+                        task.put("dependents", dependentTasksJSON);
+
+                        JSONArray dependencyTasksJSON = new JSONArray();
+                        for (TaskId dependency : t.getDependencies()) {
+                            dependencyTasksJSON.put(dependency.toString());
+                        }
+                        task.put("dependencies", dependencyTasksJSON);
+
+                        tasks.put(task);
+                    }
+                    entry.put("tasks", tasks);
+
+                    acTasks.put(entry);
+                }
+                planJSON.put("activities", acTasks);
+
+                JSONArray tClusters = new JSONArray();
+                for (TaskCluster tc : acp.getTaskClusters()) {
+                    JSONObject c = new JSONObject();
+                    c.put("task-cluster-id", String.valueOf(tc.getTaskClusterId()));
+
+                    JSONArray tasks = new JSONArray();
+                    for (Task t : tc.getTasks()) {
+                        tasks.put(t.getTaskId().toString());
+                    }
+                    c.put("tasks", tasks);
+
+                    JSONArray prodParts = new JSONArray();
+                    for (PartitionId p : tc.getProducedPartitions()) {
+                        prodParts.put(p.toString());
+                    }
+                    c.put("produced-partitions", prodParts);
+
+                    JSONArray reqdParts = new JSONArray();
+                    for (PartitionId p : tc.getRequiredPartitions()) {
+                        reqdParts.put(p.toString());
+                    }
+                    c.put("required-partitions", reqdParts);
+
+                    JSONArray attempts = new JSONArray();
+                    List<TaskClusterAttempt> tcAttempts = tc.getAttempts();
+                    if (tcAttempts != null) {
+                        for (TaskClusterAttempt tca : tcAttempts) {
+                            JSONObject attempt = new JSONObject();
+                            attempt.put("attempt", tca.getAttempt());
+                            attempt.put("status", tca.getStatus());
+                            attempt.put("start-time", tca.getStartTime());
+                            attempt.put("end-time", tca.getEndTime());
+
+                            JSONArray taskAttempts = new JSONArray();
+                            for (TaskAttempt ta : tca.getTaskAttempts().values()) {
+                                JSONObject taskAttempt = new JSONObject();
+                                taskAttempt.put("task-id", ta.getTaskAttemptId().getTaskId());
+                                taskAttempt.put("task-attempt-id", ta.getTaskAttemptId());
+                                taskAttempt.put("status", ta.getStatus());
+                                taskAttempt.put("node-id", ta.getNodeId());
+                                taskAttempt.put("start-time", ta.getStartTime());
+                                taskAttempt.put("end-time", ta.getEndTime());
+                                List<Exception> exceptions = ta.getExceptions();
+                                if (exceptions != null && !exceptions.isEmpty()) {
+                                    List<Exception> filteredExceptions = ExceptionUtils.getActualExceptions(exceptions);
+                                    for (Exception exception : filteredExceptions) {
+                                        StringWriter exceptionWriter = new StringWriter();
+                                        exception.printStackTrace(new PrintWriter(exceptionWriter));
+                                        taskAttempt.put("failure-details", exceptionWriter.toString());
+                                    }
+                                }
+                                taskAttempts.put(taskAttempt);
+                            }
+                            attempt.put("task-attempts", taskAttempts);
+
+                            attempts.put(attempt);
+                        }
+                    }
+                    c.put("attempts", attempts);
+
+                    tClusters.put(c);
+                }
+                planJSON.put("task-clusters", tClusters);
+
+                acJSON.put("plan", planJSON);
+            }
+            aClusters.put(acJSON);
+        }
+        result.put("activity-clusters", aClusters);
+
+        result.put("profile", profile.toJSON());
+
+        return result;
+    }
+
+    public Map<OperatorDescriptorId, Map<Integer, String>> getOperatorLocations() {
+        return operatorLocations;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/Task.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/Task.java
new file mode 100644
index 0000000..69eddae
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/Task.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.TaskId;
+
+public class Task {
+    private final TaskId taskId;
+
+    private final ActivityPlan activityPlan;
+
+    private final Set<TaskId> dependencies;
+
+    private final Set<TaskId> dependents;
+
+    private TaskCluster taskCluster;
+
+    public Task(TaskId taskId, ActivityPlan activityPlan) {
+        this.taskId = taskId;
+        this.activityPlan = activityPlan;
+        this.dependencies = new HashSet<TaskId>();
+        this.dependents = new HashSet<TaskId>();
+    }
+
+    public TaskId getTaskId() {
+        return taskId;
+    }
+
+    public ActivityPlan getActivityPlan() {
+        return activityPlan;
+    }
+
+    public Set<TaskId> getDependencies() {
+        return dependencies;
+    }
+
+    public Set<TaskId> getDependents() {
+        return dependents;
+    }
+
+    public TaskCluster getTaskCluster() {
+        return taskCluster;
+    }
+
+    public void setTaskCluster(TaskCluster taskCluster) {
+        this.taskCluster = taskCluster;
+    }
+
+    @Override
+    public String toString() {
+        return String.valueOf(taskId);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskAttempt.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskAttempt.java
new file mode 100644
index 0000000..c834029
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskAttempt.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+
+public class TaskAttempt {
+    public enum TaskStatus {
+        INITIALIZED,
+        RUNNING,
+        COMPLETED,
+        FAILED,
+        ABORTED,
+    }
+
+    private final TaskClusterAttempt tcAttempt;
+
+    private final TaskAttemptId taskId;
+
+    private final Task task;
+
+    private String nodeId;
+
+    private TaskStatus status;
+
+    private List<Exception> exceptions;
+
+    private long startTime;
+
+    private long endTime;
+
+    public TaskAttempt(TaskClusterAttempt tcAttempt, TaskAttemptId taskId, Task task) {
+        this.tcAttempt = tcAttempt;
+        this.taskId = taskId;
+        this.task = task;
+        startTime = -1;
+        endTime = -1;
+    }
+
+    public TaskClusterAttempt getTaskClusterAttempt() {
+        return tcAttempt;
+    }
+
+    public TaskAttemptId getTaskAttemptId() {
+        return taskId;
+    }
+
+    public Task getTask() {
+        return task;
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public void setNodeId(String nodeId) {
+        this.nodeId = nodeId;
+    }
+
+    public TaskStatus getStatus() {
+        return status;
+    }
+
+    public List<Exception> getExceptions() {
+        return exceptions;
+    }
+
+    public void setStatus(TaskStatus status, List<Exception> exceptions) {
+        this.status = status;
+        this.exceptions = exceptions;
+    }
+
+    public long getStartTime() {
+        return startTime;
+    }
+
+    public void setStartTime(long startTime) {
+        this.startTime = startTime;
+    }
+
+    public long getEndTime() {
+        return endTime;
+    }
+
+    public void setEndTime(long endTime) {
+        this.endTime = endTime;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskCluster.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskCluster.java
new file mode 100644
index 0000000..f7a325e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskCluster.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class TaskCluster {
+    private final TaskClusterId taskClusterId;
+
+    private final ActivityCluster ac;
+
+    private final Task[] tasks;
+
+    private final Set<PartitionId> producedPartitions;
+
+    private final Set<PartitionId> requiredPartitions;
+
+    private final Set<TaskCluster> dependencyTaskClusters;
+
+    private final Set<TaskCluster> dependentTaskClusters;
+
+    private final List<TaskClusterAttempt> taskClusterAttempts;
+
+    public TaskCluster(TaskClusterId taskClusterId, ActivityCluster ac, Task[] tasks) {
+        this.taskClusterId = taskClusterId;
+        this.ac = ac;
+        this.tasks = tasks;
+        producedPartitions = new HashSet<PartitionId>();
+        requiredPartitions = new HashSet<PartitionId>();
+        dependencyTaskClusters = new HashSet<TaskCluster>();
+        dependentTaskClusters = new HashSet<TaskCluster>();
+        taskClusterAttempts = new ArrayList<TaskClusterAttempt>();
+    }
+
+    public TaskClusterId getTaskClusterId() {
+        return taskClusterId;
+    }
+
+    public ActivityCluster getActivityCluster() {
+        return ac;
+    }
+
+    public Task[] getTasks() {
+        return tasks;
+    }
+
+    public Set<PartitionId> getProducedPartitions() {
+        return producedPartitions;
+    }
+
+    public Set<PartitionId> getRequiredPartitions() {
+        return requiredPartitions;
+    }
+
+    public Set<TaskCluster> getDependencyTaskClusters() {
+        return dependencyTaskClusters;
+    }
+
+    public Set<TaskCluster> getDependentTaskClusters() {
+        return dependentTaskClusters;
+    }
+
+    public List<TaskClusterAttempt> getAttempts() {
+        return taskClusterAttempts;
+    }
+
+    @Override
+    public String toString() {
+        return "TC:" + Arrays.toString(tasks);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterAttempt.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterAttempt.java
new file mode 100644
index 0000000..cad200d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterAttempt.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.TaskId;
+
+public class TaskClusterAttempt {
+    public enum TaskClusterStatus {
+        RUNNING,
+        COMPLETED,
+        FAILED,
+        ABORTED,
+    }
+
+    private final TaskCluster taskCluster;
+
+    private final int attempt;
+
+    private Map<TaskId, TaskAttempt> taskAttempts;
+
+    private TaskClusterStatus status;
+
+    private int pendingTaskCounter;
+
+    private long startTime;
+
+    private long endTime;
+
+    public TaskClusterAttempt(TaskCluster taskCluster, int attempt) {
+        this.taskCluster = taskCluster;
+        this.attempt = attempt;
+        startTime = -1;
+        endTime = -1;
+    }
+
+    public TaskCluster getTaskCluster() {
+        return taskCluster;
+    }
+
+    public void setTaskAttempts(Map<TaskId, TaskAttempt> taskAttempts) {
+        this.taskAttempts = taskAttempts;
+    }
+
+    public Map<TaskId, TaskAttempt> getTaskAttempts() {
+        return taskAttempts;
+    }
+
+    public int getAttempt() {
+        return attempt;
+    }
+
+    public void setStatus(TaskClusterStatus status) {
+        this.status = status;
+    }
+
+    public TaskClusterStatus getStatus() {
+        return status;
+    }
+
+    public long getStartTime() {
+        return startTime;
+    }
+
+    public void setStartTime(long startTime) {
+        this.startTime = startTime;
+    }
+
+    public long getEndTime() {
+        return endTime;
+    }
+
+    public void setEndTime(long endTime) {
+        this.endTime = endTime;
+    }
+
+    public void initializePendingTaskCounter() {
+        pendingTaskCounter = taskAttempts.size();
+    }
+
+    public int getPendingTaskCounter() {
+        return pendingTaskCounter;
+    }
+
+    public int decrementPendingTasksCounter() {
+        return --pendingTaskCounter;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterId.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterId.java
new file mode 100644
index 0000000..4709309
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/job/TaskClusterId.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.job;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.job.ActivityClusterId;
+
+public final class TaskClusterId implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final ActivityClusterId activityClusterId;
+
+    private final int id;
+
+    public TaskClusterId(ActivityClusterId activityClusterId, int id) {
+        this.activityClusterId = activityClusterId;
+        this.id = id;
+    }
+
+    public ActivityClusterId getActivityClusterId() {
+        return activityClusterId;
+    }
+
+    public int getId() {
+        return id;
+    }
+
+    @Override
+    public int hashCode() {
+        final int prime = 31;
+        int result = 1;
+        result = prime * result + ((activityClusterId == null) ? 0 : activityClusterId.hashCode());
+        result = prime * result + id;
+        return result;
+    }
+
+    @Override
+    public boolean equals(Object obj) {
+        if (this == obj)
+            return true;
+        if (obj == null)
+            return false;
+        if (getClass() != obj.getClass())
+            return false;
+        TaskClusterId other = (TaskClusterId) obj;
+        if (activityClusterId == null) {
+            if (other.activityClusterId != null)
+                return false;
+        } else if (!activityClusterId.equals(other.activityClusterId))
+            return false;
+        if (id != other.id)
+            return false;
+        return true;
+    }
+
+    @Override
+    public String toString() {
+        return "TC:" + activityClusterId + ":" + id;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionMatchMaker.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionMatchMaker.java
new file mode 100644
index 0000000..cca56fc
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionMatchMaker.java
@@ -0,0 +1,211 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.partitions;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.job.PartitionState;
+
+public class PartitionMatchMaker {
+    private static final Logger LOGGER = Logger.getLogger(PartitionMatchMaker.class.getName());
+
+    private final Map<PartitionId, List<PartitionDescriptor>> partitionDescriptors;
+
+    private final Map<PartitionId, List<PartitionRequest>> partitionRequests;
+
+    public PartitionMatchMaker() {
+        partitionDescriptors = new HashMap<PartitionId, List<PartitionDescriptor>>();
+        partitionRequests = new HashMap<PartitionId, List<PartitionRequest>>();
+    }
+
+    public List<Pair<PartitionDescriptor, PartitionRequest>> registerPartitionDescriptor(
+            PartitionDescriptor partitionDescriptor) {
+        List<Pair<PartitionDescriptor, PartitionRequest>> matches = new ArrayList<Pair<PartitionDescriptor, PartitionRequest>>();
+        PartitionId pid = partitionDescriptor.getPartitionId();
+        boolean matched = false;
+        List<PartitionRequest> requests = partitionRequests.get(pid);
+        if (requests != null) {
+            Iterator<PartitionRequest> i = requests.iterator();
+            while (i.hasNext()) {
+                PartitionRequest req = i.next();
+                if (partitionDescriptor.getState().isAtLeast(req.getMinimumState())) {
+                    matches.add(Pair.<PartitionDescriptor, PartitionRequest> of(partitionDescriptor, req));
+                    i.remove();
+                    matched = true;
+                    if (!partitionDescriptor.isReusable()) {
+                        break;
+                    }
+                }
+            }
+            if (requests.isEmpty()) {
+                partitionRequests.remove(pid);
+            }
+        }
+
+        if (!matched) {
+            List<PartitionDescriptor> descriptors = partitionDescriptors.get(pid);
+            if (descriptors == null) {
+                descriptors = new ArrayList<PartitionDescriptor>();
+                partitionDescriptors.put(pid, descriptors);
+            }
+            descriptors.add(partitionDescriptor);
+        }
+
+        return matches;
+    }
+
+    public Pair<PartitionDescriptor, PartitionRequest> matchPartitionRequest(PartitionRequest partitionRequest) {
+        Pair<PartitionDescriptor, PartitionRequest> match = null;
+
+        PartitionId pid = partitionRequest.getPartitionId();
+
+        List<PartitionDescriptor> descriptors = partitionDescriptors.get(pid);
+        if (descriptors != null) {
+            Iterator<PartitionDescriptor> i = descriptors.iterator();
+            while (i.hasNext()) {
+                PartitionDescriptor descriptor = i.next();
+                if (descriptor.getState().isAtLeast(partitionRequest.getMinimumState())) {
+                    match = Pair.<PartitionDescriptor, PartitionRequest> of(descriptor, partitionRequest);
+                    if (!descriptor.isReusable()) {
+                        i.remove();
+                    }
+                    break;
+                }
+            }
+            if (descriptors.isEmpty()) {
+                partitionDescriptors.remove(pid);
+            }
+        }
+
+        if (match == null) {
+            List<PartitionRequest> requests = partitionRequests.get(pid);
+            if (requests == null) {
+                requests = new ArrayList<PartitionRequest>();
+                partitionRequests.put(pid, requests);
+            }
+            requests.add(partitionRequest);
+        }
+
+        return match;
+    }
+
+    public PartitionState getMaximumAvailableState(PartitionId pid) {
+        List<PartitionDescriptor> descriptors = partitionDescriptors.get(pid);
+        if (descriptors == null) {
+            return null;
+        }
+        for (PartitionDescriptor descriptor : descriptors) {
+            if (descriptor.getState() == PartitionState.COMMITTED) {
+                return PartitionState.COMMITTED;
+            }
+        }
+        return PartitionState.STARTED;
+    }
+
+    private interface IEntryFilter<T> {
+        public boolean matches(T o);
+    }
+
+    private static <T> void removeEntries(List<T> list, IEntryFilter<T> filter) {
+        Iterator<T> j = list.iterator();
+        while (j.hasNext()) {
+            T o = j.next();
+            if (filter.matches(o)) {
+                j.remove();
+            }
+        }
+    }
+
+    private static <T> void removeEntries(Map<PartitionId, List<T>> map, IEntryFilter<T> filter) {
+        Iterator<Map.Entry<PartitionId, List<T>>> i = map.entrySet().iterator();
+        while (i.hasNext()) {
+            Map.Entry<PartitionId, List<T>> e = i.next();
+            List<T> list = e.getValue();
+            removeEntries(list, filter);
+            if (list.isEmpty()) {
+                i.remove();
+            }
+        }
+    }
+
+    public void notifyNodeFailures(final Set<String> deadNodes) {
+        removeEntries(partitionDescriptors, new IEntryFilter<PartitionDescriptor>() {
+            @Override
+            public boolean matches(PartitionDescriptor o) {
+                return deadNodes.contains(o.getNodeId());
+            }
+        });
+        removeEntries(partitionRequests, new IEntryFilter<PartitionRequest>() {
+            @Override
+            public boolean matches(PartitionRequest o) {
+                return deadNodes.contains(o.getNodeId());
+            }
+        });
+    }
+
+    public void removeUncommittedPartitions(Set<PartitionId> partitionIds, final Set<TaskAttemptId> taIds) {
+        LOGGER.info("Removing uncommitted partitions: " + partitionIds);
+        IEntryFilter<PartitionDescriptor> filter = new IEntryFilter<PartitionDescriptor>() {
+            @Override
+            public boolean matches(PartitionDescriptor o) {
+                return o.getState() != PartitionState.COMMITTED && taIds.contains(o.getProducingTaskAttemptId());
+            }
+        };
+        for (PartitionId pid : partitionIds) {
+            List<PartitionDescriptor> descriptors = partitionDescriptors.get(pid);
+            if (descriptors != null) {
+                removeEntries(descriptors, filter);
+                if (descriptors.isEmpty()) {
+                    partitionDescriptors.remove(pid);
+                }
+            }
+        }
+    }
+
+    public void removePartitionRequests(Set<PartitionId> partitionIds, final Set<TaskAttemptId> taIds) {
+        LOGGER.info("Removing partition requests: " + partitionIds);
+        IEntryFilter<PartitionRequest> filter = new IEntryFilter<PartitionRequest>() {
+            @Override
+            public boolean matches(PartitionRequest o) {
+                return taIds.contains(o.getRequestingTaskAttemptId());
+            }
+        };
+        for (PartitionId pid : partitionIds) {
+            List<PartitionRequest> requests = partitionRequests.get(pid);
+            if (requests != null) {
+                removeEntries(requests, filter);
+                if (requests.isEmpty()) {
+                    partitionRequests.remove(pid);
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionUtils.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionUtils.java
new file mode 100644
index 0000000..807798e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/partitions/PartitionUtils.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.partitions;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.base.INodeController;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+
+public class PartitionUtils {
+    public static void reportPartitionMatch(ClusterControllerService ccs, final PartitionId pid,
+            Pair<PartitionDescriptor, PartitionRequest> match) throws Exception {
+        PartitionDescriptor desc = match.getLeft();
+        PartitionRequest req = match.getRight();
+
+        NodeControllerState producerNCS = ccs.getNodeMap().get(desc.getNodeId());
+        NodeControllerState requestorNCS = ccs.getNodeMap().get(req.getNodeId());
+        final NetworkAddress dataport = producerNCS.getDataPort();
+        final INodeController requestorNC = requestorNCS.getNodeController();
+        requestorNC.reportPartitionAvailability(pid, dataport);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityClusterPlanner.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityClusterPlanner.java
new file mode 100644
index 0000000..c13a458
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityClusterPlanner.java
@@ -0,0 +1,448 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.BitSet;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.constraints.expressions.LValueConstraintExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionCountExpression;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicyAssignmentPolicy;
+import org.apache.hyracks.api.dataflow.connectors.PipeliningConnectorPolicy;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.cc.job.ActivityClusterPlan;
+import org.apache.hyracks.control.cc.job.ActivityPlan;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.job.Task;
+import org.apache.hyracks.control.cc.job.TaskCluster;
+import org.apache.hyracks.control.cc.job.TaskClusterId;
+
+public class ActivityClusterPlanner {
+    private static final Logger LOGGER = Logger.getLogger(ActivityClusterPlanner.class.getName());
+
+    private final JobScheduler scheduler;
+
+    private final Map<PartitionId, TaskCluster> partitionProducingTaskClusterMap;
+
+    public ActivityClusterPlanner(JobScheduler newJobScheduler) {
+        this.scheduler = newJobScheduler;
+        partitionProducingTaskClusterMap = new HashMap<PartitionId, TaskCluster>();
+    }
+
+    public ActivityClusterPlan planActivityCluster(ActivityCluster ac) throws HyracksException {
+        JobRun jobRun = scheduler.getJobRun();
+        Map<ActivityId, ActivityPartitionDetails> pcMap = computePartitionCounts(ac);
+
+        Map<ActivityId, ActivityPlan> activityPlanMap = buildActivityPlanMap(ac, jobRun, pcMap);
+
+        assignConnectorPolicy(ac, activityPlanMap);
+
+        TaskCluster[] taskClusters = computeTaskClusters(ac, jobRun, activityPlanMap);
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Plan for " + ac);
+            LOGGER.info("Built " + taskClusters.length + " Task Clusters");
+            for (TaskCluster tc : taskClusters) {
+                LOGGER.info("Tasks: " + Arrays.toString(tc.getTasks()));
+            }
+        }
+
+        return new ActivityClusterPlan(taskClusters, activityPlanMap);
+    }
+
+    private Map<ActivityId, ActivityPlan> buildActivityPlanMap(ActivityCluster ac, JobRun jobRun,
+            Map<ActivityId, ActivityPartitionDetails> pcMap) {
+        Map<ActivityId, ActivityPlan> activityPlanMap = new HashMap<ActivityId, ActivityPlan>();
+        Set<ActivityId> depAnIds = new HashSet<ActivityId>();
+        for (ActivityId anId : ac.getActivityMap().keySet()) {
+            depAnIds.clear();
+            getDependencyActivityIds(depAnIds, anId, ac);
+            ActivityPartitionDetails apd = pcMap.get(anId);
+            Task[] tasks = new Task[apd.getPartitionCount()];
+            ActivityPlan activityPlan = new ActivityPlan(apd);
+            for (int i = 0; i < tasks.length; ++i) {
+                TaskId tid = new TaskId(anId, i);
+                tasks[i] = new Task(tid, activityPlan);
+                for (ActivityId danId : depAnIds) {
+                    ActivityCluster dAC = ac.getActivityClusterGraph().getActivityMap().get(danId);
+                    ActivityClusterPlan dACP = jobRun.getActivityClusterPlanMap().get(dAC.getId());
+                    assert dACP != null : "IllegalStateEncountered: Dependent AC is being planned without a plan for dependency AC: Encountered no plan for ActivityID "
+                            + danId;
+                    Task[] dATasks = dACP.getActivityPlanMap().get(danId).getTasks();
+                    assert dATasks != null : "IllegalStateEncountered: Dependent AC is being planned without a plan for dependency AC: Encountered no plan for ActivityID "
+                            + danId;
+                    assert dATasks.length == tasks.length : "Dependency activity partitioned differently from dependent: "
+                            + dATasks.length + " != " + tasks.length;
+                    Task dTask = dATasks[i];
+                    TaskId dTaskId = dTask.getTaskId();
+                    tasks[i].getDependencies().add(dTaskId);
+                    dTask.getDependents().add(tid);
+                }
+            }
+            activityPlan.setTasks(tasks);
+            activityPlanMap.put(anId, activityPlan);
+        }
+        return activityPlanMap;
+    }
+
+    private TaskCluster[] computeTaskClusters(ActivityCluster ac, JobRun jobRun,
+            Map<ActivityId, ActivityPlan> activityPlanMap) {
+        Set<ActivityId> activities = ac.getActivityMap().keySet();
+        Map<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>> taskConnectivity = computeTaskConnectivity(jobRun,
+                activityPlanMap, activities);
+
+        TaskCluster[] taskClusters = ac.getActivityClusterGraph().isUseConnectorPolicyForScheduling() ? buildConnectorPolicyAwareTaskClusters(
+                ac, activityPlanMap, taskConnectivity) : buildConnectorPolicyUnawareTaskClusters(ac, activityPlanMap);
+
+        for (TaskCluster tc : taskClusters) {
+            Set<TaskCluster> tcDependencyTaskClusters = tc.getDependencyTaskClusters();
+            for (Task ts : tc.getTasks()) {
+                TaskId tid = ts.getTaskId();
+                List<Pair<TaskId, ConnectorDescriptorId>> cInfoList = taskConnectivity.get(tid);
+                if (cInfoList != null) {
+                    for (Pair<TaskId, ConnectorDescriptorId> p : cInfoList) {
+                        Task targetTS = activityPlanMap.get(p.getLeft().getActivityId()).getTasks()[p.getLeft()
+                                .getPartition()];
+                        TaskCluster targetTC = targetTS.getTaskCluster();
+                        if (targetTC != tc) {
+                            ConnectorDescriptorId cdId = p.getRight();
+                            PartitionId pid = new PartitionId(jobRun.getJobId(), cdId, tid.getPartition(), p.getLeft()
+                                    .getPartition());
+                            tc.getProducedPartitions().add(pid);
+                            targetTC.getRequiredPartitions().add(pid);
+                            partitionProducingTaskClusterMap.put(pid, tc);
+                        }
+                    }
+                }
+
+                for (TaskId dTid : ts.getDependencies()) {
+                    TaskCluster dTC = getTaskCluster(dTid);
+                    dTC.getDependentTaskClusters().add(tc);
+                    tcDependencyTaskClusters.add(dTC);
+                }
+            }
+        }
+        return taskClusters;
+    }
+
+    private TaskCluster[] buildConnectorPolicyUnawareTaskClusters(ActivityCluster ac,
+            Map<ActivityId, ActivityPlan> activityPlanMap) {
+        List<Task> taskStates = new ArrayList<Task>();
+        for (ActivityId anId : ac.getActivityMap().keySet()) {
+            ActivityPlan ap = activityPlanMap.get(anId);
+            Task[] tasks = ap.getTasks();
+            for (Task t : tasks) {
+                taskStates.add(t);
+            }
+        }
+        TaskCluster tc = new TaskCluster(new TaskClusterId(ac.getId(), 0), ac, taskStates.toArray(new Task[taskStates
+                .size()]));
+        for (Task t : tc.getTasks()) {
+            t.setTaskCluster(tc);
+        }
+        return new TaskCluster[] { tc };
+    }
+
+    private Map<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>> computeTaskConnectivity(JobRun jobRun,
+            Map<ActivityId, ActivityPlan> activityPlanMap, Set<ActivityId> activities) {
+        Map<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>> taskConnectivity = new HashMap<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>>();
+        ActivityClusterGraph acg = jobRun.getActivityClusterGraph();
+        BitSet targetBitmap = new BitSet();
+        for (ActivityId ac1 : activities) {
+            ActivityCluster ac = acg.getActivityMap().get(ac1);
+            Task[] ac1TaskStates = activityPlanMap.get(ac1).getTasks();
+            int nProducers = ac1TaskStates.length;
+            List<IConnectorDescriptor> outputConns = ac.getActivityOutputMap().get(ac1);
+            if (outputConns != null) {
+                for (IConnectorDescriptor c : outputConns) {
+                    ConnectorDescriptorId cdId = c.getConnectorId();
+                    ActivityId ac2 = ac.getConsumerActivity(cdId);
+                    Task[] ac2TaskStates = activityPlanMap.get(ac2).getTasks();
+                    int nConsumers = ac2TaskStates.length;
+                    if (c.allProducersToAllConsumers()) {
+                        List<Pair<TaskId, ConnectorDescriptorId>> cInfoList = new ArrayList<Pair<TaskId, ConnectorDescriptorId>>();
+                        for (int j = 0; j < nConsumers; j++) {
+                            TaskId targetTID = ac2TaskStates[j].getTaskId();
+                            cInfoList.add(Pair.<TaskId, ConnectorDescriptorId> of(targetTID, cdId));
+                        }
+                        for (int i = 0; i < nProducers; ++i) {
+                            taskConnectivity.put(ac1TaskStates[i].getTaskId(), cInfoList);
+                        }
+                    } else {
+                        for (int i = 0; i < nProducers; ++i) {
+                            c.indicateTargetPartitions(nProducers, nConsumers, i, targetBitmap);
+                            List<Pair<TaskId, ConnectorDescriptorId>> cInfoList = taskConnectivity.get(ac1TaskStates[i]
+                                    .getTaskId());
+                            if (cInfoList == null) {
+                                cInfoList = new ArrayList<Pair<TaskId, ConnectorDescriptorId>>();
+                                taskConnectivity.put(ac1TaskStates[i].getTaskId(), cInfoList);
+                            }
+                            for (int j = targetBitmap.nextSetBit(0); j >= 0; j = targetBitmap.nextSetBit(j + 1)) {
+                                TaskId targetTID = ac2TaskStates[j].getTaskId();
+                                cInfoList.add(Pair.<TaskId, ConnectorDescriptorId> of(targetTID, cdId));
+                            }
+                        }
+                    }
+                }
+            }
+        }
+        return taskConnectivity;
+    }
+
+    private TaskCluster[] buildConnectorPolicyAwareTaskClusters(ActivityCluster ac,
+            Map<ActivityId, ActivityPlan> activityPlanMap,
+            Map<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>> taskConnectivity) {
+        Map<TaskId, Set<TaskId>> taskClusterMap = new HashMap<TaskId, Set<TaskId>>();
+        for (ActivityId anId : ac.getActivityMap().keySet()) {
+            ActivityPlan ap = activityPlanMap.get(anId);
+            Task[] tasks = ap.getTasks();
+            for (Task t : tasks) {
+                Set<TaskId> cluster = new HashSet<TaskId>();
+                TaskId tid = t.getTaskId();
+                cluster.add(tid);
+                taskClusterMap.put(tid, cluster);
+            }
+        }
+
+        JobRun jobRun = scheduler.getJobRun();
+        Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies = jobRun.getConnectorPolicyMap();
+        for (Map.Entry<TaskId, List<Pair<TaskId, ConnectorDescriptorId>>> e : taskConnectivity.entrySet()) {
+            Set<TaskId> cluster = taskClusterMap.get(e.getKey());
+            for (Pair<TaskId, ConnectorDescriptorId> p : e.getValue()) {
+                IConnectorPolicy cPolicy = connectorPolicies.get(p.getRight());
+                if (cPolicy.requiresProducerConsumerCoscheduling()) {
+                    cluster.add(p.getLeft());
+                }
+            }
+        }
+
+        /*
+         * taskClusterMap contains for every TID x, x -> { coscheduled consumer TIDs U x }
+         * We compute the transitive closure of this relation to find the largest set of
+         * tasks that need to be co-scheduled
+         */
+        int counter = 0;
+        TaskId[] ordinalList = new TaskId[taskClusterMap.size()];
+        Map<TaskId, Integer> ordinalMap = new HashMap<TaskId, Integer>();
+        for (TaskId tid : taskClusterMap.keySet()) {
+            ordinalList[counter] = tid;
+            ordinalMap.put(tid, counter);
+            ++counter;
+        }
+
+        int n = ordinalList.length;
+        BitSet[] paths = new BitSet[n];
+        for (Map.Entry<TaskId, Set<TaskId>> e : taskClusterMap.entrySet()) {
+            int i = ordinalMap.get(e.getKey());
+            BitSet bsi = paths[i];
+            if (bsi == null) {
+                bsi = new BitSet(n);
+                paths[i] = bsi;
+            }
+            for (TaskId ttid : e.getValue()) {
+                int j = ordinalMap.get(ttid);
+                paths[i].set(j);
+                BitSet bsj = paths[j];
+                if (bsj == null) {
+                    bsj = new BitSet(n);
+                    paths[j] = bsj;
+                }
+                bsj.set(i);
+            }
+        }
+        for (int k = 0; k < n; ++k) {
+            for (int i = paths[k].nextSetBit(0); i >= 0; i = paths[k].nextSetBit(i + 1)) {
+                for (int j = paths[i].nextClearBit(0); j < n && j >= 0; j = paths[i].nextClearBit(j + 1)) {
+                    paths[i].set(j, paths[k].get(j));
+                    paths[j].set(i, paths[i].get(j));
+                }
+            }
+        }
+        BitSet pending = new BitSet(n);
+        pending.set(0, n);
+        List<List<TaskId>> clusters = new ArrayList<List<TaskId>>();
+        for (int i = pending.nextSetBit(0); i >= 0; i = pending.nextSetBit(i)) {
+            List<TaskId> cluster = new ArrayList<TaskId>();
+            for (int j = paths[i].nextSetBit(0); j >= 0; j = paths[i].nextSetBit(j + 1)) {
+                cluster.add(ordinalList[j]);
+                pending.clear(j);
+            }
+            clusters.add(cluster);
+        }
+
+        List<TaskCluster> tcSet = new ArrayList<TaskCluster>();
+        counter = 0;
+        for (List<TaskId> cluster : clusters) {
+            List<Task> taskStates = new ArrayList<Task>();
+            for (TaskId tid : cluster) {
+                taskStates.add(activityPlanMap.get(tid.getActivityId()).getTasks()[tid.getPartition()]);
+            }
+            TaskCluster tc = new TaskCluster(new TaskClusterId(ac.getId(), counter++), ac,
+                    taskStates.toArray(new Task[taskStates.size()]));
+            tcSet.add(tc);
+            for (TaskId tid : cluster) {
+                activityPlanMap.get(tid.getActivityId()).getTasks()[tid.getPartition()].setTaskCluster(tc);
+            }
+        }
+        TaskCluster[] taskClusters = tcSet.toArray(new TaskCluster[tcSet.size()]);
+        return taskClusters;
+    }
+
+    private TaskCluster getTaskCluster(TaskId tid) {
+        JobRun run = scheduler.getJobRun();
+        ActivityCluster ac = run.getActivityClusterGraph().getActivityMap().get(tid.getActivityId());
+        ActivityClusterPlan acp = run.getActivityClusterPlanMap().get(ac.getId());
+        Task[] tasks = acp.getActivityPlanMap().get(tid.getActivityId()).getTasks();
+        Task task = tasks[tid.getPartition()];
+        assert task.getTaskId().equals(tid);
+        return task.getTaskCluster();
+    }
+
+    private void getDependencyActivityIds(Set<ActivityId> depAnIds, ActivityId anId, ActivityCluster ac) {
+        Set<ActivityId> blockers = ac.getBlocked2BlockerMap().get(anId);
+        if (blockers != null) {
+            depAnIds.addAll(blockers);
+        }
+    }
+
+    private void assignConnectorPolicy(ActivityCluster ac, Map<ActivityId, ActivityPlan> taskMap) {
+        Map<ConnectorDescriptorId, IConnectorPolicy> cPolicyMap = new HashMap<ConnectorDescriptorId, IConnectorPolicy>();
+        Set<ActivityId> activities = ac.getActivityMap().keySet();
+        BitSet targetBitmap = new BitSet();
+        for (ActivityId a1 : activities) {
+            Task[] ac1TaskStates = taskMap.get(a1).getTasks();
+            int nProducers = ac1TaskStates.length;
+            List<IConnectorDescriptor> outputConns = ac.getActivityOutputMap().get(a1);
+            if (outputConns != null) {
+                for (IConnectorDescriptor c : outputConns) {
+                    ConnectorDescriptorId cdId = c.getConnectorId();
+                    ActivityId a2 = ac.getConsumerActivity(cdId);
+                    Task[] ac2TaskStates = taskMap.get(a2).getTasks();
+                    int nConsumers = ac2TaskStates.length;
+
+                    int[] fanouts = new int[nProducers];
+                    if (c.allProducersToAllConsumers()) {
+                        for (int i = 0; i < nProducers; ++i) {
+                            fanouts[i] = nConsumers;
+                        }
+                    } else {
+                        for (int i = 0; i < nProducers; ++i) {
+                            c.indicateTargetPartitions(nProducers, nConsumers, i, targetBitmap);
+                            fanouts[i] = targetBitmap.cardinality();
+                        }
+                    }
+                    IConnectorPolicy cp = assignConnectorPolicy(ac, c, nProducers, nConsumers, fanouts);
+                    cPolicyMap.put(cdId, cp);
+                }
+            }
+        }
+        scheduler.getJobRun().getConnectorPolicyMap().putAll(cPolicyMap);
+    }
+
+    private IConnectorPolicy assignConnectorPolicy(ActivityCluster ac, IConnectorDescriptor c, int nProducers,
+            int nConsumers, int[] fanouts) {
+        IConnectorPolicyAssignmentPolicy cpap = ac.getConnectorPolicyAssignmentPolicy();
+        if (cpap != null) {
+            return cpap.getConnectorPolicyAssignment(c, nProducers, nConsumers, fanouts);
+        }
+        cpap = ac.getActivityClusterGraph().getConnectorPolicyAssignmentPolicy();
+        if (cpap != null) {
+            return cpap.getConnectorPolicyAssignment(c, nProducers, nConsumers, fanouts);
+        }
+        return new PipeliningConnectorPolicy();
+    }
+
+    private Map<ActivityId, ActivityPartitionDetails> computePartitionCounts(ActivityCluster ac)
+            throws HyracksException {
+        PartitionConstraintSolver solver = scheduler.getSolver();
+        Set<LValueConstraintExpression> lValues = new HashSet<LValueConstraintExpression>();
+        for (ActivityId anId : ac.getActivityMap().keySet()) {
+            lValues.add(new PartitionCountExpression(anId.getOperatorDescriptorId()));
+        }
+        solver.solve(lValues);
+        Map<OperatorDescriptorId, Integer> nPartMap = new HashMap<OperatorDescriptorId, Integer>();
+        for (LValueConstraintExpression lv : lValues) {
+            Object value = solver.getValue(lv);
+            if (value == null) {
+                throw new HyracksException("No value found for " + lv);
+            }
+            if (!(value instanceof Number)) {
+                throw new HyracksException("Unexpected type of value bound to " + lv + ": " + value.getClass() + "("
+                        + value + ")");
+            }
+            int nParts = ((Number) value).intValue();
+            if (nParts <= 0) {
+                throw new HyracksException("Unsatisfiable number of partitions for " + lv + ": " + nParts);
+            }
+            nPartMap.put(((PartitionCountExpression) lv).getOperatorDescriptorId(), Integer.valueOf(nParts));
+        }
+        Map<ActivityId, ActivityPartitionDetails> activityPartsMap = new HashMap<ActivityId, ActivityPartitionDetails>();
+        for (ActivityId anId : ac.getActivityMap().keySet()) {
+            int nParts = nPartMap.get(anId.getOperatorDescriptorId());
+            int[] nInputPartitions = null;
+            List<IConnectorDescriptor> inputs = ac.getActivityInputMap().get(anId);
+            if (inputs != null) {
+                nInputPartitions = new int[inputs.size()];
+                for (int i = 0; i < nInputPartitions.length; ++i) {
+                    ConnectorDescriptorId cdId = inputs.get(i).getConnectorId();
+                    ActivityId aid = ac.getProducerActivity(cdId);
+                    Integer nPartInt = nPartMap.get(aid.getOperatorDescriptorId());
+                    nInputPartitions[i] = nPartInt;
+                }
+            }
+            int[] nOutputPartitions = null;
+            List<IConnectorDescriptor> outputs = ac.getActivityOutputMap().get(anId);
+            if (outputs != null) {
+                nOutputPartitions = new int[outputs.size()];
+                for (int i = 0; i < nOutputPartitions.length; ++i) {
+                    ConnectorDescriptorId cdId = outputs.get(i).getConnectorId();
+                    ActivityId aid = ac.getConsumerActivity(cdId);
+                    Integer nPartInt = nPartMap.get(aid.getOperatorDescriptorId());
+                    nOutputPartitions[i] = nPartInt;
+                }
+            }
+            ActivityPartitionDetails apd = new ActivityPartitionDetails(nParts, nInputPartitions, nOutputPartitions);
+            activityPartsMap.put(anId, apd);
+        }
+        return activityPartsMap;
+    }
+
+    public Map<? extends PartitionId, ? extends TaskCluster> getPartitionProducingTaskClusterMap() {
+        return partitionProducingTaskClusterMap;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityPartitionDetails.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityPartitionDetails.java
new file mode 100644
index 0000000..97b459c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/ActivityPartitionDetails.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+import java.util.Arrays;
+
+public class ActivityPartitionDetails {
+    private final int nPartitions;
+
+    private final int[] nInputPartitions;
+
+    private final int[] nOutputPartitions;
+
+    public ActivityPartitionDetails(int nPartitions, int[] nInputPartitions, int[] nOutputPartitions) {
+        this.nPartitions = nPartitions;
+        this.nInputPartitions = nInputPartitions;
+        this.nOutputPartitions = nOutputPartitions;
+    }
+
+    public int getPartitionCount() {
+        return nPartitions;
+    }
+
+    public int[] getInputPartitionCounts() {
+        return nInputPartitions;
+    }
+
+    public int[] getOutputPartitionCounts() {
+        return nOutputPartitions;
+    }
+
+    @Override
+    public String toString() {
+        return nPartitions + ":" + (nInputPartitions == null ? "[]" : Arrays.toString(nInputPartitions)) + ":"
+                + (nOutputPartitions == null ? "[]" : Arrays.toString(nOutputPartitions));
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/JobScheduler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/JobScheduler.java
new file mode 100644
index 0000000..5813700
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/JobScheduler.java
@@ -0,0 +1,752 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.Random;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.constraints.Constraint;
+import org.apache.hyracks.api.constraints.expressions.LValueConstraintExpression;
+import org.apache.hyracks.api.constraints.expressions.PartitionLocationExpression;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.cc.application.CCApplicationContext;
+import org.apache.hyracks.control.cc.job.ActivityClusterPlan;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.job.Task;
+import org.apache.hyracks.control.cc.job.TaskAttempt;
+import org.apache.hyracks.control.cc.job.TaskCluster;
+import org.apache.hyracks.control.cc.job.TaskClusterAttempt;
+import org.apache.hyracks.control.cc.partitions.PartitionMatchMaker;
+import org.apache.hyracks.control.cc.work.JobCleanupWork;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.common.job.TaskAttemptDescriptor;
+
+public class JobScheduler {
+    private static final Logger LOGGER = Logger.getLogger(JobScheduler.class.getName());
+
+    private final ClusterControllerService ccs;
+
+    private final JobRun jobRun;
+
+    private final PartitionConstraintSolver solver;
+
+    private final Map<PartitionId, TaskCluster> partitionProducingTaskClusterMap;
+
+    private final Set<TaskCluster> inProgressTaskClusters;
+
+    public JobScheduler(ClusterControllerService ccs, JobRun jobRun, Collection<Constraint> constraints) {
+        this.ccs = ccs;
+        this.jobRun = jobRun;
+        solver = new PartitionConstraintSolver();
+        partitionProducingTaskClusterMap = new HashMap<PartitionId, TaskCluster>();
+        inProgressTaskClusters = new HashSet<TaskCluster>();
+        solver.addConstraints(constraints);
+    }
+
+    public JobRun getJobRun() {
+        return jobRun;
+    }
+
+    public PartitionConstraintSolver getSolver() {
+        return solver;
+    }
+
+    public void startJob() throws HyracksException {
+        startRunnableActivityClusters();
+        ccs.getApplicationContext().notifyJobStart(jobRun.getJobId());
+    }
+
+    private void findRunnableTaskClusterRoots(Set<TaskCluster> frontier, Collection<ActivityCluster> roots)
+            throws HyracksException {
+        for (ActivityCluster root : roots) {
+            findRunnableTaskClusterRoots(frontier, root);
+        }
+    }
+
+    private void findRunnableTaskClusterRoots(Set<TaskCluster> frontier, ActivityCluster candidate)
+            throws HyracksException {
+        boolean depsComplete = true;
+        for (ActivityCluster depAC : candidate.getDependencies()) {
+            if (!isPlanned(depAC)) {
+                depsComplete = false;
+                findRunnableTaskClusterRoots(frontier, depAC);
+            } else {
+                boolean tcRootsComplete = true;
+                for (TaskCluster tc : getActivityClusterPlan(depAC).getTaskClusters()) {
+                    if (tc.getProducedPartitions().isEmpty()) {
+                        TaskClusterAttempt tca = findLastTaskClusterAttempt(tc);
+                        if (tca == null || tca.getStatus() != TaskClusterAttempt.TaskClusterStatus.COMPLETED) {
+                            tcRootsComplete = false;
+                            break;
+                        }
+                    }
+                }
+                if (!tcRootsComplete) {
+                    depsComplete = false;
+                    findRunnableTaskClusterRoots(frontier, depAC);
+                }
+            }
+        }
+        if (depsComplete) {
+            if (!isPlanned(candidate)) {
+                ActivityClusterPlanner acp = new ActivityClusterPlanner(this);
+                ActivityClusterPlan acPlan = acp.planActivityCluster(candidate);
+                jobRun.getActivityClusterPlanMap().put(candidate.getId(), acPlan);
+                partitionProducingTaskClusterMap.putAll(acp.getPartitionProducingTaskClusterMap());
+            }
+            for (TaskCluster tc : getActivityClusterPlan(candidate).getTaskClusters()) {
+                if (tc.getProducedPartitions().isEmpty()) {
+                    TaskClusterAttempt tca = findLastTaskClusterAttempt(tc);
+                    if (tca == null || tca.getStatus() != TaskClusterAttempt.TaskClusterStatus.COMPLETED) {
+                        frontier.add(tc);
+                    }
+                }
+            }
+        }
+    }
+
+    private ActivityClusterPlan getActivityClusterPlan(ActivityCluster ac) {
+        return jobRun.getActivityClusterPlanMap().get(ac.getId());
+    }
+
+    private boolean isPlanned(ActivityCluster ac) {
+        return jobRun.getActivityClusterPlanMap().get(ac.getId()) != null;
+    }
+
+    private void startRunnableActivityClusters() throws HyracksException {
+        Set<TaskCluster> taskClusterRoots = new HashSet<TaskCluster>();
+        findRunnableTaskClusterRoots(taskClusterRoots, jobRun.getActivityClusterGraph().getActivityClusterMap()
+                .values());
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Runnable TC roots: " + taskClusterRoots + ", inProgressTaskClusters: "
+                    + inProgressTaskClusters);
+        }
+        if (taskClusterRoots.isEmpty() && inProgressTaskClusters.isEmpty()) {
+            ccs.getWorkQueue().schedule(new JobCleanupWork(ccs, jobRun.getJobId(), JobStatus.TERMINATED, null));
+            return;
+        }
+        startRunnableTaskClusters(taskClusterRoots);
+    }
+
+    private void startRunnableTaskClusters(Set<TaskCluster> tcRoots) throws HyracksException {
+        Map<TaskCluster, Runnability> runnabilityMap = new HashMap<TaskCluster, Runnability>();
+        for (TaskCluster tc : tcRoots) {
+            assignRunnabilityRank(tc, runnabilityMap);
+        }
+
+        PriorityQueue<RankedRunnableTaskCluster> queue = new PriorityQueue<RankedRunnableTaskCluster>();
+        for (Map.Entry<TaskCluster, Runnability> e : runnabilityMap.entrySet()) {
+            TaskCluster tc = e.getKey();
+            Runnability runnability = e.getValue();
+            if (runnability.getTag() != Runnability.Tag.RUNNABLE) {
+                continue;
+            }
+            int priority = runnability.getPriority();
+            if (priority >= 0 && priority < Integer.MAX_VALUE) {
+                queue.add(new RankedRunnableTaskCluster(priority, tc));
+            }
+        }
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Ranked TCs: " + queue);
+        }
+
+        Map<String, List<TaskAttemptDescriptor>> taskAttemptMap = new HashMap<String, List<TaskAttemptDescriptor>>();
+        for (RankedRunnableTaskCluster rrtc : queue) {
+            TaskCluster tc = rrtc.getTaskCluster();
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Found runnable TC: " + tc);
+                List<TaskClusterAttempt> attempts = tc.getAttempts();
+                LOGGER.fine("Attempts so far:" + attempts.size());
+                for (TaskClusterAttempt tcAttempt : attempts) {
+                    LOGGER.fine("Status: " + tcAttempt.getStatus());
+                }
+            }
+            assignTaskLocations(tc, taskAttemptMap);
+        }
+
+        if (taskAttemptMap.isEmpty()) {
+            return;
+        }
+
+        startTasks(taskAttemptMap);
+    }
+
+    /*
+     * Runnability rank has the following semantics
+     * Runnability(Runnable TaskCluster depending on completed TaskClusters) = {RUNNABLE, 0}
+     * Runnability(Runnable TaskCluster) = max(Rank(Dependent TaskClusters)) + 1
+     * Runnability(Non-schedulable TaskCluster) = {NOT_RUNNABLE, _}
+     */
+    private Runnability assignRunnabilityRank(TaskCluster goal, Map<TaskCluster, Runnability> runnabilityMap) {
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Computing runnability: " + goal);
+        }
+        if (runnabilityMap.containsKey(goal)) {
+            return runnabilityMap.get(goal);
+        }
+        TaskClusterAttempt lastAttempt = findLastTaskClusterAttempt(goal);
+        if (lastAttempt != null) {
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Last Attempt Status: " + lastAttempt.getStatus());
+            }
+            if (lastAttempt.getStatus() == TaskClusterAttempt.TaskClusterStatus.COMPLETED) {
+                Runnability runnability = new Runnability(Runnability.Tag.COMPLETED, Integer.MIN_VALUE);
+                runnabilityMap.put(goal, runnability);
+                return runnability;
+            }
+            if (lastAttempt.getStatus() == TaskClusterAttempt.TaskClusterStatus.RUNNING) {
+                Runnability runnability = new Runnability(Runnability.Tag.RUNNING, Integer.MIN_VALUE);
+                runnabilityMap.put(goal, runnability);
+                return runnability;
+            }
+        }
+        Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicyMap = jobRun.getConnectorPolicyMap();
+        PartitionMatchMaker pmm = jobRun.getPartitionMatchMaker();
+        Runnability aggregateRunnability = new Runnability(Runnability.Tag.RUNNABLE, 0);
+        for (PartitionId pid : goal.getRequiredPartitions()) {
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Inspecting required partition: " + pid);
+            }
+            Runnability runnability;
+            ConnectorDescriptorId cdId = pid.getConnectorDescriptorId();
+            IConnectorPolicy cPolicy = connectorPolicyMap.get(cdId);
+            PartitionState maxState = pmm.getMaximumAvailableState(pid);
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Policy: " + cPolicy + " maxState: " + maxState);
+            }
+            if (PartitionState.COMMITTED.equals(maxState)) {
+                runnability = new Runnability(Runnability.Tag.RUNNABLE, 0);
+            } else if (PartitionState.STARTED.equals(maxState) && !cPolicy.consumerWaitsForProducerToFinish()) {
+                runnability = new Runnability(Runnability.Tag.RUNNABLE, 1);
+            } else {
+                runnability = assignRunnabilityRank(partitionProducingTaskClusterMap.get(pid), runnabilityMap);
+                switch (runnability.getTag()) {
+                    case RUNNABLE:
+                        if (cPolicy.consumerWaitsForProducerToFinish()) {
+                            runnability = new Runnability(Runnability.Tag.NOT_RUNNABLE, Integer.MAX_VALUE);
+                        } else {
+                            runnability = new Runnability(Runnability.Tag.RUNNABLE, runnability.getPriority() + 1);
+                        }
+                        break;
+
+                    case NOT_RUNNABLE:
+                        break;
+
+                    case RUNNING:
+                        if (cPolicy.consumerWaitsForProducerToFinish()) {
+                            runnability = new Runnability(Runnability.Tag.NOT_RUNNABLE, Integer.MAX_VALUE);
+                        } else {
+                            runnability = new Runnability(Runnability.Tag.RUNNABLE, 1);
+                        }
+                        break;
+                }
+            }
+            aggregateRunnability = Runnability.getWorstCase(aggregateRunnability, runnability);
+            if (aggregateRunnability.getTag() == Runnability.Tag.NOT_RUNNABLE) {
+                // already not runnable -- cannot get better. bail.
+                break;
+            }
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("aggregateRunnability: " + aggregateRunnability);
+            }
+        }
+        runnabilityMap.put(goal, aggregateRunnability);
+        return aggregateRunnability;
+    }
+
+    private void assignTaskLocations(TaskCluster tc, Map<String, List<TaskAttemptDescriptor>> taskAttemptMap)
+            throws HyracksException {
+        ActivityClusterGraph acg = jobRun.getActivityClusterGraph();
+        Task[] tasks = tc.getTasks();
+        List<TaskClusterAttempt> tcAttempts = tc.getAttempts();
+        int attempts = tcAttempts.size();
+        TaskClusterAttempt tcAttempt = new TaskClusterAttempt(tc, attempts);
+        Map<TaskId, TaskAttempt> taskAttempts = new HashMap<TaskId, TaskAttempt>();
+        Map<TaskId, LValueConstraintExpression> locationMap = new HashMap<TaskId, LValueConstraintExpression>();
+        for (int i = 0; i < tasks.length; ++i) {
+            Task ts = tasks[i];
+            TaskId tid = ts.getTaskId();
+            TaskAttempt taskAttempt = new TaskAttempt(tcAttempt, new TaskAttemptId(new TaskId(tid.getActivityId(),
+                    tid.getPartition()), attempts), ts);
+            taskAttempt.setStatus(TaskAttempt.TaskStatus.INITIALIZED, null);
+            locationMap.put(tid,
+                    new PartitionLocationExpression(tid.getActivityId().getOperatorDescriptorId(), tid.getPartition()));
+            taskAttempts.put(tid, taskAttempt);
+        }
+        tcAttempt.setTaskAttempts(taskAttempts);
+        solver.solve(locationMap.values());
+        for (int i = 0; i < tasks.length; ++i) {
+            Task ts = tasks[i];
+            TaskId tid = ts.getTaskId();
+            TaskAttempt taskAttempt = taskAttempts.get(tid);
+            String nodeId = assignLocation(acg, locationMap, tid, taskAttempt);
+            taskAttempt.setNodeId(nodeId);
+            taskAttempt.setStatus(TaskAttempt.TaskStatus.RUNNING, null);
+            taskAttempt.setStartTime(System.currentTimeMillis());
+            List<TaskAttemptDescriptor> tads = taskAttemptMap.get(nodeId);
+            if (tads == null) {
+                tads = new ArrayList<TaskAttemptDescriptor>();
+                taskAttemptMap.put(nodeId, tads);
+            }
+            OperatorDescriptorId opId = tid.getActivityId().getOperatorDescriptorId();
+            jobRun.registerOperatorLocation(opId, tid.getPartition(), nodeId);
+            ActivityPartitionDetails apd = ts.getActivityPlan().getActivityPartitionDetails();
+            TaskAttemptDescriptor tad = new TaskAttemptDescriptor(taskAttempt.getTaskAttemptId(),
+                    apd.getPartitionCount(), apd.getInputPartitionCounts(), apd.getOutputPartitionCounts());
+            tads.add(tad);
+        }
+        tcAttempt.initializePendingTaskCounter();
+        tcAttempts.add(tcAttempt);
+
+        /**
+         * Improvement for reducing master/slave message communications, for each TaskAttemptDescriptor,
+         * we set the NetworkAddress[][] partitionLocations, in which each row is for an incoming connector descriptor
+         * and each column is for an input channel of the connector.
+         */
+        for (Map.Entry<String, List<TaskAttemptDescriptor>> e : taskAttemptMap.entrySet()) {
+            List<TaskAttemptDescriptor> tads = e.getValue();
+            for (TaskAttemptDescriptor tad : tads) {
+                TaskAttemptId taid = tad.getTaskAttemptId();
+                int attempt = taid.getAttempt();
+                TaskId tid = taid.getTaskId();
+                ActivityId aid = tid.getActivityId();
+                List<IConnectorDescriptor> inConnectors = acg.getActivityInputs(aid);
+                int[] inPartitionCounts = tad.getInputPartitionCounts();
+                if (inPartitionCounts != null) {
+                    NetworkAddress[][] partitionLocations = new NetworkAddress[inPartitionCounts.length][];
+                    for (int i = 0; i < inPartitionCounts.length; ++i) {
+                        ConnectorDescriptorId cdId = inConnectors.get(i).getConnectorId();
+                        IConnectorPolicy policy = jobRun.getConnectorPolicyMap().get(cdId);
+                        /**
+                         * carry sender location information into a task
+                         * when it is not the case that it is an re-attempt and the send-side
+                         * is materialized blocking.
+                         */
+                        if (!(attempt > 0 && policy.materializeOnSendSide() && policy
+                                .consumerWaitsForProducerToFinish())) {
+                            ActivityId producerAid = acg.getProducerActivity(cdId);
+                            partitionLocations[i] = new NetworkAddress[inPartitionCounts[i]];
+                            for (int j = 0; j < inPartitionCounts[i]; ++j) {
+                                TaskId producerTaskId = new TaskId(producerAid, j);
+                                String nodeId = findTaskLocation(producerTaskId);
+                                partitionLocations[i][j] = ccs.getNodeMap().get(nodeId).getDataPort();
+                            }
+                        }
+                    }
+                    tad.setInputPartitionLocations(partitionLocations);
+                }
+            }
+        }
+
+        tcAttempt.setStatus(TaskClusterAttempt.TaskClusterStatus.RUNNING);
+        tcAttempt.setStartTime(System.currentTimeMillis());
+        inProgressTaskClusters.add(tc);
+    }
+
+    private String assignLocation(ActivityClusterGraph acg, Map<TaskId, LValueConstraintExpression> locationMap,
+            TaskId tid, TaskAttempt taskAttempt) throws HyracksException {
+        ActivityId aid = tid.getActivityId();
+        ActivityCluster ac = acg.getActivityMap().get(aid);
+        Set<ActivityId> blockers = ac.getBlocked2BlockerMap().get(aid);
+        String nodeId = null;
+        if (blockers != null) {
+            for (ActivityId blocker : blockers) {
+                nodeId = findTaskLocation(new TaskId(blocker, tid.getPartition()));
+                if (nodeId != null) {
+                    break;
+                }
+            }
+        }
+        Set<String> liveNodes = ccs.getNodeMap().keySet();
+        if (nodeId == null) {
+            LValueConstraintExpression pLocationExpr = locationMap.get(tid);
+            Object location = solver.getValue(pLocationExpr);
+            if (location == null) {
+                // pick any
+                nodeId = liveNodes.toArray(new String[liveNodes.size()])[Math.abs(new Random().nextInt())
+                        % liveNodes.size()];
+            } else if (location instanceof String) {
+                nodeId = (String) location;
+            } else if (location instanceof String[]) {
+                for (String choice : (String[]) location) {
+                    if (liveNodes.contains(choice)) {
+                        nodeId = choice;
+                        break;
+                    }
+                }
+                if (nodeId == null) {
+                    throw new HyracksException("No satisfiable location found for " + taskAttempt.getTaskAttemptId());
+                }
+            } else {
+                throw new HyracksException("Unknown type of value for " + pLocationExpr + ": " + location + "("
+                        + location.getClass() + ")");
+            }
+        }
+        if (nodeId == null) {
+            throw new HyracksException("No satisfiable location found for " + taskAttempt.getTaskAttemptId());
+        }
+        if (!liveNodes.contains(nodeId)) {
+            throw new HyracksException("Node " + nodeId + " not live");
+        }
+        return nodeId;
+    }
+
+    private String findTaskLocation(TaskId tid) {
+        ActivityId aid = tid.getActivityId();
+        ActivityCluster ac = jobRun.getActivityClusterGraph().getActivityMap().get(aid);
+        Task[] tasks = getActivityClusterPlan(ac).getActivityPlanMap().get(aid).getTasks();
+        List<TaskClusterAttempt> tcAttempts = tasks[tid.getPartition()].getTaskCluster().getAttempts();
+        if (tcAttempts == null || tcAttempts.isEmpty()) {
+            return null;
+        }
+        TaskClusterAttempt lastTCA = tcAttempts.get(tcAttempts.size() - 1);
+        TaskAttempt ta = lastTCA.getTaskAttempts().get(tid);
+        return ta == null ? null : ta.getNodeId();
+    }
+
+    private static TaskClusterAttempt findLastTaskClusterAttempt(TaskCluster tc) {
+        List<TaskClusterAttempt> attempts = tc.getAttempts();
+        if (!attempts.isEmpty()) {
+            return attempts.get(attempts.size() - 1);
+        }
+        return null;
+    }
+
+    private void startTasks(Map<String, List<TaskAttemptDescriptor>> taskAttemptMap) throws HyracksException {
+        final DeploymentId deploymentId = jobRun.getDeploymentId();
+        final JobId jobId = jobRun.getJobId();
+        final ActivityClusterGraph acg = jobRun.getActivityClusterGraph();
+        final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies = new HashMap<ConnectorDescriptorId, IConnectorPolicy>(
+                jobRun.getConnectorPolicyMap());
+        try {
+            byte[] acgBytes = JavaSerializationUtils.serialize(acg);
+            for (Map.Entry<String, List<TaskAttemptDescriptor>> entry : taskAttemptMap.entrySet()) {
+                String nodeId = entry.getKey();
+                final List<TaskAttemptDescriptor> taskDescriptors = entry.getValue();
+                final NodeControllerState node = ccs.getNodeMap().get(nodeId);
+                if (node != null) {
+                    node.getActiveJobIds().add(jobRun.getJobId());
+                    boolean changed = jobRun.getParticipatingNodeIds().add(nodeId);
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("Starting: " + taskDescriptors + " at " + entry.getKey());
+                    }
+                    byte[] jagBytes = changed ? acgBytes : null;
+                    node.getNodeController().startTasks(deploymentId, jobId, jagBytes, taskDescriptors,
+                            connectorPolicies, jobRun.getFlags());
+                }
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    private void abortJob(List<Exception> exceptions) {
+        Set<TaskCluster> inProgressTaskClustersCopy = new HashSet<TaskCluster>(inProgressTaskClusters);
+        for (TaskCluster tc : inProgressTaskClustersCopy) {
+            abortTaskCluster(findLastTaskClusterAttempt(tc), TaskClusterAttempt.TaskClusterStatus.ABORTED);
+        }
+        assert inProgressTaskClusters.isEmpty();
+        ccs.getWorkQueue().schedule(new JobCleanupWork(ccs, jobRun.getJobId(), JobStatus.FAILURE, exceptions));
+    }
+
+    private void abortTaskCluster(TaskClusterAttempt tcAttempt,
+            TaskClusterAttempt.TaskClusterStatus failedOrAbortedStatus) {
+        LOGGER.fine("Aborting task cluster: " + tcAttempt.getAttempt());
+        Set<TaskAttemptId> abortTaskIds = new HashSet<TaskAttemptId>();
+        Map<String, List<TaskAttemptId>> abortTaskAttemptMap = new HashMap<String, List<TaskAttemptId>>();
+        for (TaskAttempt ta : tcAttempt.getTaskAttempts().values()) {
+            TaskAttemptId taId = ta.getTaskAttemptId();
+            TaskAttempt.TaskStatus status = ta.getStatus();
+            abortTaskIds.add(taId);
+            LOGGER.fine("Checking " + taId + ": " + ta.getStatus());
+            if (status == TaskAttempt.TaskStatus.RUNNING || status == TaskAttempt.TaskStatus.COMPLETED) {
+                ta.setStatus(TaskAttempt.TaskStatus.ABORTED, null);
+                ta.setEndTime(System.currentTimeMillis());
+                List<TaskAttemptId> abortTaskAttempts = abortTaskAttemptMap.get(ta.getNodeId());
+                if (status == TaskAttempt.TaskStatus.RUNNING && abortTaskAttempts == null) {
+                    abortTaskAttempts = new ArrayList<TaskAttemptId>();
+                    abortTaskAttemptMap.put(ta.getNodeId(), abortTaskAttempts);
+                }
+                if (status == TaskAttempt.TaskStatus.RUNNING) {
+                    abortTaskAttempts.add(taId);
+                }
+            }
+        }
+        final JobId jobId = jobRun.getJobId();
+        LOGGER.fine("Abort map for job: " + jobId + ": " + abortTaskAttemptMap);
+        for (Map.Entry<String, List<TaskAttemptId>> entry : abortTaskAttemptMap.entrySet()) {
+            final NodeControllerState node = ccs.getNodeMap().get(entry.getKey());
+            final List<TaskAttemptId> abortTaskAttempts = entry.getValue();
+            if (node != null) {
+                if (LOGGER.isLoggable(Level.FINE)) {
+                    LOGGER.fine("Aborting: " + abortTaskAttempts + " at " + entry.getKey());
+                }
+                try {
+                    node.getNodeController().abortTasks(jobId, abortTaskAttempts);
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+        inProgressTaskClusters.remove(tcAttempt.getTaskCluster());
+        TaskCluster tc = tcAttempt.getTaskCluster();
+        PartitionMatchMaker pmm = jobRun.getPartitionMatchMaker();
+        pmm.removeUncommittedPartitions(tc.getProducedPartitions(), abortTaskIds);
+        pmm.removePartitionRequests(tc.getRequiredPartitions(), abortTaskIds);
+
+        tcAttempt.setStatus(failedOrAbortedStatus);
+        tcAttempt.setEndTime(System.currentTimeMillis());
+    }
+
+    private void abortDoomedTaskClusters() throws HyracksException {
+        Set<TaskCluster> doomedTaskClusters = new HashSet<TaskCluster>();
+        for (TaskCluster tc : inProgressTaskClusters) {
+            // Start search at TCs that produce no outputs (sinks)
+            if (tc.getProducedPartitions().isEmpty()) {
+                findDoomedTaskClusters(tc, doomedTaskClusters);
+            }
+        }
+
+        for (TaskCluster tc : doomedTaskClusters) {
+            TaskClusterAttempt tca = findLastTaskClusterAttempt(tc);
+            if (tca != null) {
+                abortTaskCluster(tca, TaskClusterAttempt.TaskClusterStatus.ABORTED);
+            }
+        }
+    }
+
+    private boolean findDoomedTaskClusters(TaskCluster tc, Set<TaskCluster> doomedTaskClusters) {
+        if (doomedTaskClusters.contains(tc)) {
+            return true;
+        }
+        TaskClusterAttempt lastAttempt = findLastTaskClusterAttempt(tc);
+        if (lastAttempt != null) {
+            switch (lastAttempt.getStatus()) {
+                case ABORTED:
+                case FAILED:
+                    return true;
+
+                case COMPLETED:
+                    return false;
+            }
+        }
+        Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicyMap = jobRun.getConnectorPolicyMap();
+        PartitionMatchMaker pmm = jobRun.getPartitionMatchMaker();
+        boolean doomed = false;
+        for (TaskCluster depTC : tc.getDependencyTaskClusters()) {
+            if (findDoomedTaskClusters(depTC, doomedTaskClusters)) {
+                doomed = true;
+            }
+        }
+        for (PartitionId pid : tc.getRequiredPartitions()) {
+            ConnectorDescriptorId cdId = pid.getConnectorDescriptorId();
+            IConnectorPolicy cPolicy = connectorPolicyMap.get(cdId);
+            PartitionState maxState = pmm.getMaximumAvailableState(pid);
+            if (maxState == null
+                    || (cPolicy.consumerWaitsForProducerToFinish() && maxState != PartitionState.COMMITTED)) {
+                if (findDoomedTaskClusters(partitionProducingTaskClusterMap.get(pid), doomedTaskClusters)) {
+                    doomed = true;
+                }
+            }
+        }
+        if (doomed) {
+            doomedTaskClusters.add(tc);
+        }
+        return doomed;
+    }
+
+    public void notifyTaskComplete(TaskAttempt ta) throws HyracksException {
+        TaskAttemptId taId = ta.getTaskAttemptId();
+        TaskCluster tc = ta.getTask().getTaskCluster();
+        TaskClusterAttempt lastAttempt = findLastTaskClusterAttempt(tc);
+        if (lastAttempt != null && taId.getAttempt() == lastAttempt.getAttempt()) {
+            TaskAttempt.TaskStatus taStatus = ta.getStatus();
+            if (taStatus == TaskAttempt.TaskStatus.RUNNING) {
+                ta.setStatus(TaskAttempt.TaskStatus.COMPLETED, null);
+                ta.setEndTime(System.currentTimeMillis());
+                if (lastAttempt.decrementPendingTasksCounter() == 0) {
+                    lastAttempt.setStatus(TaskClusterAttempt.TaskClusterStatus.COMPLETED);
+                    lastAttempt.setEndTime(System.currentTimeMillis());
+                    inProgressTaskClusters.remove(tc);
+                    startRunnableActivityClusters();
+                }
+            } else {
+                LOGGER.warning("Spurious task complete notification: " + taId + " Current state = " + taStatus);
+            }
+        } else {
+            LOGGER.warning("Ignoring task complete notification: " + taId + " -- Current last attempt = " + lastAttempt);
+        }
+    }
+
+    /**
+     * Indicates that a single task attempt has encountered a failure.
+     *
+     * @param ta
+     *            - Failed Task Attempt
+     * @param ac
+     *            - Activity Cluster that owns this Task
+     * @param details
+     *            - Cause of the failure
+     */
+    public void notifyTaskFailure(TaskAttempt ta, ActivityCluster ac, List<Exception> exceptions) {
+        try {
+            LOGGER.fine("Received failure notification for TaskAttempt " + ta.getTaskAttemptId());
+            TaskAttemptId taId = ta.getTaskAttemptId();
+            TaskCluster tc = ta.getTask().getTaskCluster();
+            TaskClusterAttempt lastAttempt = findLastTaskClusterAttempt(tc);
+            if (lastAttempt != null && taId.getAttempt() == lastAttempt.getAttempt()) {
+                LOGGER.fine("Marking TaskAttempt " + ta.getTaskAttemptId() + " as failed");
+                ta.setStatus(TaskAttempt.TaskStatus.FAILED, exceptions);
+                abortTaskCluster(lastAttempt, TaskClusterAttempt.TaskClusterStatus.FAILED);
+                abortDoomedTaskClusters();
+                if (lastAttempt.getAttempt() >= jobRun.getActivityClusterGraph().getMaxReattempts()) {
+                    abortJob(exceptions);
+                    return;
+                }
+                startRunnableActivityClusters();
+            } else {
+                LOGGER.warning("Ignoring task failure notification: " + taId + " -- Current last attempt = "
+                        + lastAttempt);
+            }
+        } catch (Exception e) {
+            abortJob(Collections.singletonList(e));
+        }
+    }
+
+    /**
+     * Indicates that the provided set of nodes have left the cluster.
+     *
+     * @param deadNodes
+     *            - Set of failed nodes
+     */
+    public void notifyNodeFailures(Set<String> deadNodes) {
+        try {
+            jobRun.getPartitionMatchMaker().notifyNodeFailures(deadNodes);
+            jobRun.getParticipatingNodeIds().removeAll(deadNodes);
+            jobRun.getCleanupPendingNodeIds().removeAll(deadNodes);
+            if (jobRun.getPendingStatus() != null && jobRun.getCleanupPendingNodeIds().isEmpty()) {
+                finishJob(jobRun);
+                return;
+            }
+            for (ActivityCluster ac : jobRun.getActivityClusterGraph().getActivityClusterMap().values()) {
+                if (isPlanned(ac)) {
+                    TaskCluster[] taskClusters = getActivityClusterPlan(ac).getTaskClusters();
+                    if (taskClusters != null) {
+                        for (TaskCluster tc : taskClusters) {
+                            TaskClusterAttempt lastTaskClusterAttempt = findLastTaskClusterAttempt(tc);
+                            if (lastTaskClusterAttempt != null
+                                    && (lastTaskClusterAttempt.getStatus() == TaskClusterAttempt.TaskClusterStatus.COMPLETED || lastTaskClusterAttempt
+                                            .getStatus() == TaskClusterAttempt.TaskClusterStatus.RUNNING)) {
+                                boolean abort = false;
+                                for (TaskAttempt ta : lastTaskClusterAttempt.getTaskAttempts().values()) {
+                                    assert (ta.getStatus() == TaskAttempt.TaskStatus.COMPLETED || ta.getStatus() == TaskAttempt.TaskStatus.RUNNING);
+                                    if (deadNodes.contains(ta.getNodeId())) {
+                                        ta.setStatus(
+                                                TaskAttempt.TaskStatus.FAILED,
+                                                Collections.singletonList(new Exception("Node " + ta.getNodeId()
+                                                        + " failed")));
+                                        ta.setEndTime(System.currentTimeMillis());
+                                        abort = true;
+                                    }
+                                }
+                                if (abort) {
+                                    abortTaskCluster(lastTaskClusterAttempt,
+                                            TaskClusterAttempt.TaskClusterStatus.ABORTED);
+                                }
+                            }
+                        }
+                        abortDoomedTaskClusters();
+                    }
+                }
+            }
+            startRunnableActivityClusters();
+        } catch (Exception e) {
+            abortJob(Collections.singletonList(e));
+        }
+    }
+
+    private void finishJob(final JobRun run) {
+        JobId jobId = run.getJobId();
+        CCApplicationContext appCtx = ccs.getApplicationContext();
+        if (appCtx != null) {
+            try {
+                appCtx.notifyJobFinish(jobId);
+            } catch (HyracksException e) {
+                e.printStackTrace();
+            }
+        }
+        run.setStatus(run.getPendingStatus(), run.getPendingExceptions());
+        ccs.getActiveRunMap().remove(jobId);
+        ccs.getRunMapArchive().put(jobId, run);
+        ccs.getRunHistory().put(jobId, run.getExceptions());
+
+        if (run.getActivityClusterGraph().isReportTaskDetails()) {
+            /**
+             * log job details when task-profiling is enabled
+             */
+            try {
+                ccs.getJobLogFile().log(createJobLogObject(run));
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        }
+    }
+
+    private JSONObject createJobLogObject(final JobRun run) {
+        JSONObject jobLogObject = new JSONObject();
+        try {
+            ActivityClusterGraph acg = run.getActivityClusterGraph();
+            jobLogObject.put("activity-cluster-graph", acg.toJSON());
+            jobLogObject.put("job-run", run.toJSON());
+        } catch (JSONException e) {
+            throw new RuntimeException(e);
+        }
+        return jobLogObject;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/PartitionConstraintSolver.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/PartitionConstraintSolver.java
new file mode 100644
index 0000000..6a41d01
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/PartitionConstraintSolver.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.constraints.Constraint;
+import org.apache.hyracks.api.constraints.expressions.ConstantExpression;
+import org.apache.hyracks.api.constraints.expressions.ConstraintExpression;
+import org.apache.hyracks.api.constraints.expressions.LValueConstraintExpression;
+
+public class PartitionConstraintSolver {
+    private final Map<LValueConstraintExpression, Set<ConstraintExpression>> constraints;
+
+    public PartitionConstraintSolver() {
+        constraints = new HashMap<LValueConstraintExpression, Set<ConstraintExpression>>();
+    }
+
+    public void addConstraints(Collection<Constraint> constraintCollection) {
+        for (Constraint c : constraintCollection) {
+            addConstraint(c);
+        }
+    }
+
+    public void addConstraint(Constraint c) {
+        Set<ConstraintExpression> rValues = constraints.get(c.getLValue());
+        if (rValues == null) {
+            rValues = new HashSet<ConstraintExpression>();
+            constraints.put(c.getLValue(), rValues);
+        }
+        rValues.add(c.getRValue());
+    }
+
+    public void solve(Collection<LValueConstraintExpression> targetSet) {
+        Set<LValueConstraintExpression> inProcess = new HashSet<LValueConstraintExpression>();
+        for (LValueConstraintExpression lv : targetSet) {
+            solveLValue(lv, inProcess);
+        }
+    }
+
+    private Solution solve(ConstraintExpression ce, Set<LValueConstraintExpression> inProcess) {
+        switch (ce.getTag()) {
+            case CONSTANT:
+                return new Solution(((ConstantExpression) ce).getValue(), Solution.Status.FOUND);
+
+            case PARTITION_COUNT:
+            case PARTITION_LOCATION:
+                return solveLValue((LValueConstraintExpression) ce, inProcess);
+        }
+        return null;
+    }
+
+    private Solution solveLValue(LValueConstraintExpression lv, Set<LValueConstraintExpression> inProcess) {
+        if (inProcess.contains(lv)) {
+            return new Solution(null, Solution.Status.CYCLE);
+        }
+        Solution result = null;
+        inProcess.add(lv);
+        Set<ConstraintExpression> rValues = constraints.get(lv);
+        if (rValues == null) {
+            return new Solution(null, Solution.Status.NOT_BOUND);
+        }
+        for (ConstraintExpression ce : rValues) {
+            Solution solution = solve(ce, inProcess);
+            if (solution != null && solution.status == Solution.Status.FOUND) {
+                result = solution;
+                break;
+            }
+        }
+        if (result != null) {
+            rValues.clear();
+            rValues.add(new ConstantExpression(result.value));
+        }
+        inProcess.remove(lv);
+        return result;
+    }
+
+    public Object getValue(LValueConstraintExpression lValue) {
+        Set<ConstraintExpression> rValues = constraints.get(lValue);
+        if (rValues == null) {
+            return null;
+        }
+        if (rValues.size() != 1) {
+            return null;
+        }
+        for (ConstraintExpression ce : rValues) {
+            if (ce.getTag() == ConstraintExpression.ExpressionTag.CONSTANT) {
+                return ((ConstantExpression) ce).getValue();
+            }
+        }
+        return null;
+    }
+
+    private static class Solution {
+        enum Status {
+            FOUND,
+            CYCLE,
+            NOT_BOUND,
+        }
+
+        final Object value;
+        final Status status;
+
+        public Solution(Object value, Status status) {
+            this.value = value;
+            this.status = status;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/RankedRunnableTaskCluster.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/RankedRunnableTaskCluster.java
new file mode 100644
index 0000000..a79bf50
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/RankedRunnableTaskCluster.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+import org.apache.hyracks.control.cc.job.TaskCluster;
+
+public class RankedRunnableTaskCluster implements Comparable<RankedRunnableTaskCluster> {
+    private final int rank;
+
+    private final TaskCluster taskCluster;
+
+    public RankedRunnableTaskCluster(int rank, TaskCluster taskCluster) {
+        this.rank = rank;
+        this.taskCluster = taskCluster;
+    }
+
+    public int getRank() {
+        return rank;
+    }
+
+    public TaskCluster getTaskCluster() {
+        return taskCluster;
+    }
+
+    @Override
+    public String toString() {
+        return "[" + rank + ":" + taskCluster + "]";
+    }
+
+    @Override
+    public int compareTo(RankedRunnableTaskCluster o) {
+        int cmp = rank - o.rank;
+        return cmp < 0 ? -1 : (cmp > 0 ? 1 : 0);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/Runnability.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/Runnability.java
new file mode 100644
index 0000000..70d3f16
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/scheduler/Runnability.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.scheduler;
+
+public final class Runnability {
+    private final Tag tag;
+
+    private final int priority;
+
+    public Runnability(Tag tag, int priority) {
+        this.tag = tag;
+        this.priority = priority;
+    }
+
+    public Tag getTag() {
+        return tag;
+    }
+
+    public int getPriority() {
+        return priority;
+    }
+
+    public enum Tag {
+        COMPLETED,
+        NOT_RUNNABLE,
+        RUNNABLE,
+        RUNNING,
+    }
+
+    public static Runnability getWorstCase(Runnability r1, Runnability r2) {
+        switch (r1.tag) {
+            case COMPLETED:
+                switch (r2.tag) {
+                    case COMPLETED:
+                    case NOT_RUNNABLE:
+                    case RUNNABLE:
+                    case RUNNING:
+                        return r2;
+                }
+                break;
+
+            case NOT_RUNNABLE:
+                switch (r2.tag) {
+                    case COMPLETED:
+                    case NOT_RUNNABLE:
+                    case RUNNABLE:
+                    case RUNNING:
+                        return r1;
+                }
+                break;
+
+            case RUNNABLE:
+                switch (r2.tag) {
+                    case COMPLETED:
+                        return r1;
+
+                    case RUNNING:
+                        return r1.priority > 0 ? r1 : new Runnability(Tag.RUNNABLE, 1);
+
+                    case NOT_RUNNABLE:
+                        return r2;
+
+                    case RUNNABLE:
+                        return r1.priority > r2.priority ? r1 : r2;
+                }
+                break;
+
+            case RUNNING:
+                switch (r2.tag) {
+                    case COMPLETED:
+                    case RUNNING:
+                        return r1;
+
+                    case NOT_RUNNABLE:
+                        return r2;
+
+                    case RUNNABLE:
+                        return r2.priority > 0 ? r2 : new Runnability(Tag.RUNNABLE, 1);
+                }
+                break;
+        }
+        throw new IllegalArgumentException("Could not aggregate: " + r1 + " and " + r2);
+    }
+
+    @Override
+    public String toString() {
+        return "{" + tag + ", " + priority + "}";
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/ApplicationInstallationHandler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/ApplicationInstallationHandler.java
new file mode 100755
index 0000000..aa15c38
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/ApplicationInstallationHandler.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.OutputStream;
+
+import javax.servlet.ServletException;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.io.IOUtils;
+import org.eclipse.jetty.http.HttpMethods;
+import org.eclipse.jetty.server.Request;
+import org.eclipse.jetty.server.handler.AbstractHandler;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class ApplicationInstallationHandler extends AbstractHandler {
+    private ClusterControllerService ccs;
+
+    public ApplicationInstallationHandler(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    public void handle(String target, Request baseRequest, HttpServletRequest request, HttpServletResponse response)
+            throws IOException, ServletException {
+        try {
+            while (target.startsWith("/")) {
+                target = target.substring(1);
+            }
+            while (target.endsWith("/")) {
+                target = target.substring(0, target.length() - 1);
+            }
+            String[] parts = target.split("/");
+            if (parts.length != 1) {
+                return;
+            }
+            final String[] params = parts[0].split("&");
+            String deployIdString = params[0];
+            String rootDir = ccs.getServerContext().getBaseDir().toString();
+            final String deploymentDir = rootDir.endsWith(File.separator) ? rootDir + "applications/" + deployIdString
+                    : rootDir + File.separator + "/applications/" + File.separator + deployIdString;
+            if (HttpMethods.PUT.equals(request.getMethod())) {
+                class OutputStreamGetter extends SynchronizableWork {
+                    private OutputStream os;
+
+                    @Override
+                    protected void doRun() throws Exception {
+                        FileUtils.forceMkdir(new File(deploymentDir));
+                        String fileName = params[1];
+                        File jarFile = new File(deploymentDir, fileName);
+                        os = new FileOutputStream(jarFile);
+                    }
+                }
+                OutputStreamGetter r = new OutputStreamGetter();
+                try {
+                    ccs.getWorkQueue().scheduleAndSync(r);
+                } catch (Exception e) {
+                    throw new IOException(e);
+                }
+                try {
+                    IOUtils.copyLarge(request.getInputStream(), r.os);
+                } finally {
+                    r.os.close();
+                }
+            } else if (HttpMethods.GET.equals(request.getMethod())) {
+                class InputStreamGetter extends SynchronizableWork {
+                    private InputStream is;
+
+                    @Override
+                    protected void doRun() throws Exception {
+                        String fileName = params[1];
+                        File jarFile = new File(deploymentDir, fileName);
+                        is = new FileInputStream(jarFile);
+                    }
+                }
+                InputStreamGetter r = new InputStreamGetter();
+                try {
+                    ccs.getWorkQueue().scheduleAndSync(r);
+                } catch (Exception e) {
+                    throw new IOException(e);
+                }
+                if (r.is == null) {
+                    response.setStatus(HttpServletResponse.SC_NOT_FOUND);
+                } else {
+                    response.setContentType("application/octet-stream");
+                    response.setStatus(HttpServletResponse.SC_OK);
+                    try {
+                        IOUtils.copyLarge(r.is, response.getOutputStream());
+                    } finally {
+                        r.is.close();
+                    }
+                }
+            }
+            baseRequest.setHandled(true);
+        } catch (IOException e) {
+            e.printStackTrace();
+            throw e;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/JobsRESTAPIFunction.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/JobsRESTAPIFunction.java
new file mode 100644
index 0000000..bab77ca
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/JobsRESTAPIFunction.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.web.util.IJSONOutputFunction;
+import org.apache.hyracks.control.cc.work.GetActivityClusterGraphJSONWork;
+import org.apache.hyracks.control.cc.work.GetJobRunJSONWork;
+import org.apache.hyracks.control.cc.work.GetJobSummariesJSONWork;
+
+public class JobsRESTAPIFunction implements IJSONOutputFunction {
+    private ClusterControllerService ccs;
+
+    public JobsRESTAPIFunction(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    public JSONObject invoke(String[] arguments) throws Exception {
+        JSONObject result = new JSONObject();
+        switch (arguments.length) {
+            case 1:
+                if (!"".equals(arguments[0])) {
+                    break;
+                }
+            case 0: {
+                GetJobSummariesJSONWork gjse = new GetJobSummariesJSONWork(ccs);
+                ccs.getWorkQueue().scheduleAndSync(gjse);
+                result.put("result", gjse.getSummaries());
+                break;
+            }
+
+            case 2: {
+                JobId jobId = JobId.parse(arguments[0]);
+
+                if ("job-activity-graph".equalsIgnoreCase(arguments[1])) {
+                    GetActivityClusterGraphJSONWork gjage = new GetActivityClusterGraphJSONWork(ccs, jobId);
+                    ccs.getWorkQueue().scheduleAndSync(gjage);
+                    result.put("result", gjage.getJSON());
+                } else if ("job-run".equalsIgnoreCase(arguments[1])) {
+                    GetJobRunJSONWork gjre = new GetJobRunJSONWork(ccs, jobId);
+                    ccs.getWorkQueue().scheduleAndSync(gjre);
+                    result.put("result", gjre.getJSON());
+                }
+
+                break;
+            }
+        }
+        return result;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/NodesRESTAPIFunction.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/NodesRESTAPIFunction.java
new file mode 100644
index 0000000..8423ea6
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/NodesRESTAPIFunction.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.web.util.IJSONOutputFunction;
+import org.apache.hyracks.control.cc.work.GetNodeDetailsJSONWork;
+import org.apache.hyracks.control.cc.work.GetNodeSummariesJSONWork;
+
+public class NodesRESTAPIFunction implements IJSONOutputFunction {
+    private ClusterControllerService ccs;
+
+    public NodesRESTAPIFunction(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    public JSONObject invoke(String[] arguments) throws Exception {
+        JSONObject result = new JSONObject();
+        switch (arguments.length) {
+            case 1: {
+                if ("".equals(arguments[0])) {
+                    GetNodeSummariesJSONWork gnse = new GetNodeSummariesJSONWork(ccs);
+                    ccs.getWorkQueue().scheduleAndSync(gnse);
+                    result.put("result", gnse.getSummaries());
+                } else {
+                    String nodeId = arguments[0];
+                    GetNodeDetailsJSONWork gnde = new GetNodeDetailsJSONWork(ccs, nodeId);
+                    ccs.getWorkQueue().scheduleAndSync(gnde);
+                    result.put("result", gnde.getDetail());
+                }
+            }
+        }
+        return result;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/StateDumpRESTAPIFunction.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/StateDumpRESTAPIFunction.java
new file mode 100644
index 0000000..000cf46
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/StateDumpRESTAPIFunction.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web;
+
+import java.util.Map;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.web.util.IJSONOutputFunction;
+import org.apache.hyracks.control.cc.work.GatherStateDumpsWork;
+import org.apache.hyracks.control.cc.work.GatherStateDumpsWork.StateDumpRun;
+
+public class StateDumpRESTAPIFunction implements IJSONOutputFunction {
+    private final ClusterControllerService ccs;
+
+    public StateDumpRESTAPIFunction(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    public JSONObject invoke(String[] arguments) throws Exception {
+        GatherStateDumpsWork gsdw = new GatherStateDumpsWork(ccs);
+        ccs.getWorkQueue().scheduleAndSync(gsdw);
+        StateDumpRun sdr = gsdw.getStateDumpRun();
+        sdr.waitForCompletion();
+
+        JSONObject result = new JSONObject();
+        for (Map.Entry<String, String> e : sdr.getStateDump().entrySet()) {
+            result.put(e.getKey(), e.getValue());
+        }
+        return result;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/WebServer.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/WebServer.java
new file mode 100644
index 0000000..71ae37d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/WebServer.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web;
+
+import java.util.EnumSet;
+import java.util.logging.Logger;
+
+import javax.servlet.DispatcherType;
+
+import org.apache.wicket.Application;
+import org.apache.wicket.RuntimeConfigurationType;
+import org.apache.wicket.protocol.http.ContextParamWebApplicationFactory;
+import org.apache.wicket.protocol.http.WicketFilter;
+import org.eclipse.jetty.server.Connector;
+import org.eclipse.jetty.server.Handler;
+import org.eclipse.jetty.server.Server;
+import org.eclipse.jetty.server.handler.ContextHandler;
+import org.eclipse.jetty.server.handler.ContextHandlerCollection;
+import org.eclipse.jetty.server.handler.HandlerCollection;
+import org.eclipse.jetty.server.nio.SelectChannelConnector;
+import org.eclipse.jetty.servlet.DefaultServlet;
+import org.eclipse.jetty.servlet.FilterHolder;
+import org.eclipse.jetty.servlet.ServletContextHandler;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.adminconsole.HyracksAdminConsoleApplication;
+import org.apache.hyracks.control.cc.web.util.JSONOutputRequestHandler;
+import org.apache.hyracks.control.cc.web.util.RoutingHandler;
+
+public class WebServer {
+    private final static Logger LOGGER = Logger.getLogger(WebServer.class.getName());
+
+    private final ClusterControllerService ccs;
+    private final Server server;
+    private final SelectChannelConnector connector;
+    private final HandlerCollection handlerCollection;
+
+    public WebServer(ClusterControllerService ccs) throws Exception {
+        this.ccs = ccs;
+        server = new Server();
+
+        connector = new SelectChannelConnector();
+
+        server.setConnectors(new Connector[] { connector });
+
+        handlerCollection = new ContextHandlerCollection();
+        server.setHandler(handlerCollection);
+        addHandlers();
+    }
+
+    private void addHandlers() {
+        ContextHandler handler = new ContextHandler("/rest");
+        RoutingHandler rh = new RoutingHandler();
+        rh.addHandler("jobs", new JSONOutputRequestHandler(new JobsRESTAPIFunction(ccs)));
+        rh.addHandler("nodes", new JSONOutputRequestHandler(new NodesRESTAPIFunction(ccs)));
+        rh.addHandler("statedump", new JSONOutputRequestHandler(new StateDumpRESTAPIFunction(ccs)));
+        handler.setHandler(rh);
+        addHandler(handler);
+
+        addHandler(createAdminConsoleHandler());
+        addHandler(createStaticResourcesHandler());
+
+        /** the service of uploading/downloading deployment jars */
+        handler = new ContextHandler("/applications");
+        handler.setHandler(new ApplicationInstallationHandler(ccs));
+        addHandler(handler);
+    }
+
+    private Handler createAdminConsoleHandler() {
+        FilterHolder filter = new FilterHolder(WicketFilter.class);
+        filter.setInitParameter(ContextParamWebApplicationFactory.APP_CLASS_PARAM,
+                HyracksAdminConsoleApplication.class.getName());
+        filter.setInitParameter(WicketFilter.FILTER_MAPPING_PARAM, "/*");
+        filter.setInitParameter(Application.CONFIGURATION, RuntimeConfigurationType.DEPLOYMENT.toString());
+
+        ServletContextHandler handler = new ServletContextHandler(ServletContextHandler.SESSIONS);
+        handler.setContextPath("/adminconsole");
+        handler.setAttribute(ClusterControllerService.class.getName(), ccs);
+        handler.addFilter(filter, "/*", EnumSet.of(DispatcherType.REQUEST, DispatcherType.ERROR));
+        handler.addServlet(DefaultServlet.class, "/");
+        return handler;
+    }
+
+    private Handler createStaticResourcesHandler() {
+        String staticDir = WebServer.class.getClassLoader().getResource("static").toExternalForm();
+        ServletContextHandler handler = new ServletContextHandler(ServletContextHandler.SESSIONS);
+        handler.setContextPath("/static");
+        handler.setResourceBase(staticDir);
+        handler.addServlet(DefaultServlet.class, "/");
+        return handler;
+    }
+
+    public void setPort(int port) {
+        connector.setPort(port);
+    }
+
+    public int getListeningPort() {
+        return connector.getLocalPort();
+    }
+
+    public void start() throws Exception {
+        server.start();
+    }
+
+    public void stop() throws Exception {
+        server.stop();
+    }
+
+    public void addHandler(Handler handler) {
+        handlerCollection.addHandler(handler);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/IJSONOutputFunction.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/IJSONOutputFunction.java
new file mode 100644
index 0000000..f55bf84
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/IJSONOutputFunction.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web.util;
+
+import org.json.JSONObject;
+
+public interface IJSONOutputFunction {
+    public JSONObject invoke(String[] arguments) throws Exception;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONOutputRequestHandler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONOutputRequestHandler.java
new file mode 100644
index 0000000..b00eeae
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONOutputRequestHandler.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web.util;
+
+import java.io.IOException;
+
+import javax.servlet.ServletException;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+
+import org.eclipse.jetty.server.Request;
+import org.eclipse.jetty.server.handler.AbstractHandler;
+import org.json.JSONObject;
+
+public class JSONOutputRequestHandler extends AbstractHandler {
+    private final IJSONOutputFunction fn;
+
+    public JSONOutputRequestHandler(IJSONOutputFunction fn) {
+        this.fn = fn;
+    }
+
+    @Override
+    public void handle(String target, Request baseRequest, HttpServletRequest request, HttpServletResponse response)
+            throws IOException, ServletException {
+        while (target.startsWith("/")) {
+            target = target.substring(1);
+        }
+        while (target.endsWith("/")) {
+            target = target.substring(0, target.length() - 1);
+        }
+        String[] parts = target.split("/");
+        try {
+            JSONObject result = fn.invoke(parts);
+            response.setContentType("application/json");
+            result.write(response.getWriter());
+            baseRequest.setHandled(true);
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONUtils.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONUtils.java
new file mode 100644
index 0000000..5da4d9d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/JSONUtils.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web.util;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+public class JSONUtils {
+    public static List<JSONObject> toList(JSONArray array) throws JSONException {
+        List<JSONObject> list = new ArrayList<JSONObject>();
+        for (int i = 0; i < array.length(); ++i) {
+            list.add((JSONObject) array.get(i));
+        }
+        return list;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/RoutingHandler.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/RoutingHandler.java
new file mode 100644
index 0000000..55fda84
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/web/util/RoutingHandler.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.web.util;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+import javax.servlet.ServletException;
+import javax.servlet.http.HttpServletRequest;
+import javax.servlet.http.HttpServletResponse;
+
+import org.eclipse.jetty.server.Handler;
+import org.eclipse.jetty.server.Request;
+import org.eclipse.jetty.server.handler.AbstractHandler;
+
+public class RoutingHandler extends AbstractHandler {
+    private final Map<String, Handler> handlers;
+
+    public RoutingHandler() {
+        handlers = new HashMap<String, Handler>();
+    }
+
+    public synchronized void addHandler(String route, Handler handler) {
+        handlers.put(route, handler);
+    }
+
+    public synchronized void removeHandler(String route) {
+        handlers.remove(route);
+    }
+
+    @Override
+    public void handle(String target, Request baseRequest, HttpServletRequest request, HttpServletResponse response)
+            throws IOException, ServletException {
+        while (target.startsWith("/")) {
+            target = target.substring(1);
+        }
+        int idx = target.indexOf('/');
+        String path0 = target;
+        String rest = "";
+        if (idx >= 0) {
+            path0 = target.substring(0, idx);
+            rest = target.substring(idx);
+        }
+        Handler h;
+        synchronized (this) {
+            h = handlers.get(path0);
+        }
+        if (h != null) {
+            h.handle(rest, baseRequest, request, response);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractHeartbeatWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractHeartbeatWork.java
new file mode 100644
index 0000000..ad333fe
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractHeartbeatWork.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Map;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public abstract class AbstractHeartbeatWork extends SynchronizableWork {
+
+    private final ClusterControllerService ccs;
+    private final String nodeId;
+    private final HeartbeatData hbData;
+
+    public AbstractHeartbeatWork(ClusterControllerService ccs, String nodeId, HeartbeatData hbData) {
+        this.ccs = ccs;
+        this.nodeId = nodeId;
+        this.hbData = hbData;
+    }
+
+    @Override
+    public void doRun() {
+        Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
+        NodeControllerState state = nodeMap.get(nodeId);
+        if (state != null) {
+            state.notifyHeartbeat(hbData);
+        }
+        runWork();
+    }
+
+    public abstract void runWork();
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractTaskLifecycleWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractTaskLifecycleWork.java
new file mode 100644
index 0000000..9134a91
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/AbstractTaskLifecycleWork.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.ActivityPlan;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.job.Task;
+import org.apache.hyracks.control.cc.job.TaskAttempt;
+import org.apache.hyracks.control.cc.job.TaskCluster;
+import org.apache.hyracks.control.cc.job.TaskClusterAttempt;
+
+public abstract class AbstractTaskLifecycleWork extends AbstractHeartbeatWork {
+    protected final ClusterControllerService ccs;
+    protected final JobId jobId;
+    protected final TaskAttemptId taId;
+    protected final String nodeId;
+
+    public AbstractTaskLifecycleWork(ClusterControllerService ccs, JobId jobId, TaskAttemptId taId, String nodeId) {
+        super(ccs, nodeId, null);
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.taId = taId;
+        this.nodeId = nodeId;
+    }
+
+    @Override
+    public final void runWork() {
+        JobRun run = ccs.getActiveRunMap().get(jobId);
+        if (run != null) {
+            TaskId tid = taId.getTaskId();
+            Map<ActivityId, ActivityCluster> activityClusterMap = run.getActivityClusterGraph().getActivityMap();
+            ActivityCluster ac = activityClusterMap.get(tid.getActivityId());
+            if (ac != null) {
+                Map<ActivityId, ActivityPlan> taskStateMap = run.getActivityClusterPlanMap().get(ac.getId())
+                        .getActivityPlanMap();
+                Task[] taskStates = taskStateMap.get(tid.getActivityId()).getTasks();
+                if (taskStates != null && taskStates.length > tid.getPartition()) {
+                    Task ts = taskStates[tid.getPartition()];
+                    TaskCluster tc = ts.getTaskCluster();
+                    List<TaskClusterAttempt> taskClusterAttempts = tc.getAttempts();
+                    if (taskClusterAttempts != null && taskClusterAttempts.size() > taId.getAttempt()) {
+                        TaskClusterAttempt tca = taskClusterAttempts.get(taId.getAttempt());
+                        TaskAttempt ta = tca.getTaskAttempts().get(tid);
+                        if (ta != null) {
+                            performEvent(ta);
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    protected abstract void performEvent(TaskAttempt ta);
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ApplicationMessageWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ApplicationMessageWork.java
new file mode 100644
index 0000000..40a83a2
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ApplicationMessageWork.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.messages.IMessage;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+
+/**
+ * @author rico
+ */
+public class ApplicationMessageWork extends AbstractHeartbeatWork {
+
+    private static final Logger LOGGER = Logger.getLogger(ApplicationMessageWork.class.getName());
+    private byte[] message;
+    private DeploymentId deploymentId;
+    private String nodeId;
+    private ClusterControllerService ccs;
+
+    public ApplicationMessageWork(ClusterControllerService ccs, byte[] message, DeploymentId deploymentId,
+            String nodeId) {
+        super(ccs, nodeId, null);
+        this.ccs = ccs;
+        this.deploymentId = deploymentId;
+        this.nodeId = nodeId;
+        this.message = message;
+    }
+
+    @Override
+    public void runWork() {
+        final ICCApplicationContext ctx = ccs.getApplicationContext();
+        try {
+            final IMessage data = (IMessage) DeploymentUtils.deserialize(message, deploymentId, ctx);
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
+                public void run() {
+                    try {
+                        ctx.getMessageBroker().receivedMessage(data, nodeId);
+                    } catch (Exception e) {
+                        throw new RuntimeException(e);
+                    }
+                }
+            });
+        } catch (Exception e) {
+            LOGGER.log(Level.WARNING, "Error in stats reporting", e);
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": nodeID: " + nodeId;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliDeployBinaryWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliDeployBinaryWork.java
new file mode 100644
index 0000000..741c641
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliDeployBinaryWork.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import java.net.URL;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
+import java.util.UUID;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.deployment.DeploymentRun;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.IPCResponder;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+/***
+ * This is the work happens on the CC for a dynamic deployment.
+ * It first deploys the jar to CC application context.
+ * Then, it remotely calls each NC service to deploy the jars listed as http URLs.
+ * NOTE: in current implementation, a user cannot deploy with the same deployment id simultaneously.
+ *
+ * @author yingyib
+ */
+public class CliDeployBinaryWork extends SynchronizableWork {
+
+    private ClusterControllerService ccs;
+    private List<URL> binaryURLs;
+    private DeploymentId deploymentId;
+    private IPCResponder<DeploymentId> callback;
+
+    public CliDeployBinaryWork(ClusterControllerService ncs, List<URL> binaryURLs, DeploymentId deploymentId,
+            IPCResponder<DeploymentId> callback) {
+        this.ccs = ncs;
+        this.binaryURLs = binaryURLs;
+        this.deploymentId = deploymentId;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            if (deploymentId == null) {
+                deploymentId = new DeploymentId(UUID.randomUUID().toString());
+            }
+            /**
+             * Deploy for the cluster controller
+             */
+            DeploymentUtils.deploy(deploymentId, binaryURLs, ccs.getApplicationContext()
+                    .getJobSerializerDeserializerContainer(), ccs.getServerContext(), false);
+
+            /**
+             * Deploy for the node controllers
+             */
+            Map<String, NodeControllerState> nodeControllerStateMap = ccs.getNodeMap();
+
+            Set<String> nodeIds = new TreeSet<String>();
+            for (String nc : nodeControllerStateMap.keySet()) {
+                nodeIds.add(nc);
+            }
+            final DeploymentRun dRun = new DeploymentRun(nodeIds);
+
+            /** The following call prevents a user to deploy with the same deployment id simultaneously. */
+            ccs.addDeploymentRun(deploymentId, dRun);
+
+            /***
+             * deploy binaries to each node controller
+             */
+            for (NodeControllerState ncs : nodeControllerStateMap.values()) {
+                ncs.getNodeController().deployBinary(deploymentId, binaryURLs);
+            }
+
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
+                public void run() {
+                    try {
+                        /**
+                         * wait for completion
+                         */
+                        dRun.waitForCompletion();
+                        ccs.removeDeploymentRun(deploymentId);
+                        callback.setValue(deploymentId);
+                    } catch (Exception e) {
+                        callback.setException(e);
+                    }
+                }
+            });
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliUnDeployBinaryWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliUnDeployBinaryWork.java
new file mode 100644
index 0000000..5f97ce2
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/CliUnDeployBinaryWork.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
+import java.util.UUID;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.deployment.DeploymentRun;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.IPCResponder;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+/***
+ * This is the work happens on the CC for an undeployment.
+ * It first undeploys the jar to CC application context by giving it a deployment id.
+ * Then, it remotely calls each NC service to undeploy by giving them a deployment id.
+ * NOTE: in current implementation, a user cannot undeploy with the same deployment id simultaneously.
+ *
+ * @author yingyib
+ */
+public class CliUnDeployBinaryWork extends SynchronizableWork {
+
+    private ClusterControllerService ccs;
+    private DeploymentId deploymentId;
+    private IPCResponder<DeploymentId> callback;
+
+    public CliUnDeployBinaryWork(ClusterControllerService ncs, DeploymentId deploymentId,
+            IPCResponder<DeploymentId> callback) {
+        this.ccs = ncs;
+        this.deploymentId = deploymentId;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            if (deploymentId == null) {
+                deploymentId = new DeploymentId(UUID.randomUUID().toString());
+            }
+            /**
+             * Deploy for the cluster controller
+             */
+            DeploymentUtils.undeploy(deploymentId, ccs.getApplicationContext().getJobSerializerDeserializerContainer(),
+                    ccs.getServerContext());
+
+            /**
+             * Deploy for the node controllers
+             */
+            Map<String, NodeControllerState> nodeControllerStateMap = ccs.getNodeMap();
+
+            Set<String> nodeIds = new TreeSet<String>();
+            for (String nc : nodeControllerStateMap.keySet()) {
+                nodeIds.add(nc);
+            }
+            final DeploymentRun dRun = new DeploymentRun(nodeIds);
+
+            /** The following call prevents a user to undeploy with the same deployment id simultaneously. */
+            ccs.addDeploymentRun(deploymentId, dRun);
+
+            /***
+             * deploy binaries to each node controller
+             */
+            for (NodeControllerState ncs : nodeControllerStateMap.values()) {
+                ncs.getNodeController().undeployBinary(deploymentId);
+            }
+
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
+                public void run() {
+                    try {
+                        /**
+                         * wait for completion
+                         */
+                        dRun.waitForCompletion();
+                        ccs.removeDeploymentRun(deploymentId);
+                        callback.setValue(null);
+                    } catch (Exception e) {
+                        callback.setException(e);
+                    }
+                }
+            });
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ClusterShutdownWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ClusterShutdownWork.java
new file mode 100644
index 0000000..b05a3d6
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ClusterShutdownWork.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Map;
+import java.util.Set;
+import java.util.TreeSet;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.shutdown.ShutdownRun;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class ClusterShutdownWork extends SynchronizableWork {
+
+    private ClusterControllerService ccs;
+    private IResultCallback<Boolean> callback;
+    private static Logger LOGGER = Logger.getLogger(ClusterShutdownWork.class.getName());
+
+    public ClusterShutdownWork(ClusterControllerService ncs, IResultCallback<Boolean> callback) {
+        this.ccs = ncs;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            if (ccs.getShutdownRun() != null) {
+                throw new IPCException("Shutdown in Progress");
+            }
+            Map<String, NodeControllerState> nodeControllerStateMap = ccs.getNodeMap();
+            Set<String> nodeIds = new TreeSet<String>();
+            nodeIds.addAll(nodeControllerStateMap.keySet());
+            /**
+             * set up our listener for the node ACKs
+             */
+            final ShutdownRun shutdownStatus = new ShutdownRun(nodeIds);
+            // set up the CC to listen for it
+            ccs.setShutdownRun(shutdownStatus);
+            /**
+             * Shutdown all the nodes...
+             */
+            for (NodeControllerState ncs : nodeControllerStateMap.values()) {
+                ncs.getNodeController().shutDown();
+            }
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
+                public void run() {
+                    try {
+                        /**
+                         * wait for all our acks
+                         */
+                        boolean cleanShutdown = shutdownStatus.waitForCompletion();
+                        if (cleanShutdown) {
+                            callback.setValue(new Boolean(true));
+                            ccs.stop();
+                            LOGGER.info("JVM Exiting.. Bye!");
+                            Runtime rt = Runtime.getRuntime();
+                            rt.exit(0);
+                        }
+                        /**
+                         * best effort - just exit, user will have to kill misbehaving NCs
+                         */
+                        else {
+                            LOGGER.severe("Clean shutdown of NCs timed out- CC bailing out!");
+                            StringBuilder unresponsive = new StringBuilder();
+                            for (String s : shutdownStatus.getRemainingNodes()) {
+                                unresponsive.append(s + " ");
+                            }
+                            LOGGER.severe("Unresponsive Nodes: " + unresponsive);
+                            callback.setValue(new Boolean(false));
+                            ccs.stop();
+                            LOGGER.info("JVM Exiting.. Bye!");
+                            Runtime rt = Runtime.getRuntime();
+                            rt.exit(1);
+                        }
+                    } catch (Exception e) {
+                        callback.setException(e);
+                    }
+                }
+            });
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GatherStateDumpsWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GatherStateDumpsWork.java
new file mode 100644
index 0000000..91a5906
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GatherStateDumpsWork.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.UUID;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GatherStateDumpsWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final StateDumpRun sdr;
+
+    public GatherStateDumpsWork(ClusterControllerService ccs) {
+        this.ccs = ccs;
+        this.sdr = new StateDumpRun(ccs);
+    }
+
+    @Override
+    public void doRun() throws Exception {
+        ccs.addStateDumpRun(sdr.stateDumpId, sdr);
+        sdr.setNCs(new HashSet<>(ccs.getNodeMap().keySet()));
+        for (NodeControllerState ncs : ccs.getNodeMap().values()) {
+            ncs.getNodeController().dumpState(sdr.stateDumpId);
+        }
+    }
+
+    public StateDumpRun getStateDumpRun() {
+        return sdr;
+    }
+
+    public static class StateDumpRun {
+
+        private final ClusterControllerService ccs;
+
+        private final String stateDumpId;
+
+        private final Map<String, String> ncStates;
+
+        private Set<String> ncIds;
+
+        private boolean complete;
+
+        public StateDumpRun(ClusterControllerService ccs) {
+            this.ccs = ccs;
+            stateDumpId = UUID.randomUUID().toString();
+            ncStates = new HashMap<>();
+            complete = false;
+        }
+
+        public void setNCs(Set<String> ncIds) {
+            this.ncIds = ncIds;
+        }
+
+        public Map<String, String> getStateDump() {
+            return ncStates;
+        }
+
+        public synchronized void notifyStateDumpReceived(String nodeId, String state) {
+            ncIds.remove(nodeId);
+            ncStates.put(nodeId, state);
+            if (ncIds.size() == 0) {
+                complete = true;
+                ccs.removeStateDumpRun(stateDumpId);
+                notifyAll();
+            }
+        }
+
+        public synchronized void waitForCompletion() throws InterruptedException {
+            while (!complete) {
+                wait();
+            }
+        }
+
+        public String getStateDumpId() {
+            return stateDumpId;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetActivityClusterGraphJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetActivityClusterGraphJSONWork.java
new file mode 100644
index 0000000..951e67e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetActivityClusterGraphJSONWork.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetActivityClusterGraphJSONWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final JobId jobId;
+    private JSONObject json;
+
+    public GetActivityClusterGraphJSONWork(ClusterControllerService ccs, JobId jobId) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        JobRun run = ccs.getActiveRunMap().get(jobId);
+        if (run == null) {
+            run = ccs.getRunMapArchive().get(jobId);
+            if (run == null) {
+                json = new JSONObject();
+                return;
+            }
+        }
+        json = run.getActivityClusterGraph().toJSON();
+    }
+
+    public JSONObject getJSON() {
+        return json;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java
new file mode 100644
index 0000000..fb1febf
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetDatasetDirectoryServiceInfoWork.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetDatasetDirectoryServiceInfoWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final IResultCallback<NetworkAddress> callback;
+
+    public GetDatasetDirectoryServiceInfoWork(ClusterControllerService ccs, IResultCallback<NetworkAddress> callback) {
+        this.ccs = ccs;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            NetworkAddress addr = ccs.getDatasetDirectoryServiceInfo();
+            callback.setValue(addr);
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetIpAddressNodeNameMapWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetIpAddressNodeNameMapWork.java
new file mode 100644
index 0000000..31a829c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetIpAddressNodeNameMapWork.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.net.InetAddress;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetIpAddressNodeNameMapWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private Map<InetAddress, Set<String>> map;
+
+    public GetIpAddressNodeNameMapWork(ClusterControllerService ccs, Map<InetAddress, Set<String>> map) {
+        this.ccs = ccs;
+        this.map = map;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        map.putAll(ccs.getIpAddressNodeNameMap());
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobInfoWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobInfoWork.java
new file mode 100644
index 0000000..e072c21
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobInfoWork.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobInfo;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetJobInfoWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final JobId jobId;
+    private final IResultCallback<JobInfo> callback;
+
+    public GetJobInfoWork(ClusterControllerService ccs, JobId jobId, IResultCallback<JobInfo> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.callback = callback;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        try {
+            JobRun run = ccs.getActiveRunMap().get(jobId);
+            if (run == null) {
+                run = ccs.getRunMapArchive().get(jobId);
+            }
+            JobInfo info = (run != null) ? new JobInfo(run.getJobId(), run.getStatus(), run.getOperatorLocations())
+                    : null;
+            callback.setValue(info);
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobRunJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobRunJSONWork.java
new file mode 100644
index 0000000..f2119c3
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobRunJSONWork.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetJobRunJSONWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final JobId jobId;
+    private JSONObject json;
+
+    public GetJobRunJSONWork(ClusterControllerService ccs, JobId jobId) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        JobRun run = ccs.getActiveRunMap().get(jobId);
+        if (run == null) {
+            run = ccs.getRunMapArchive().get(jobId);
+            if (run == null) {
+                json = new JSONObject();
+                return;
+            }
+        }
+        json = run.toJSON();
+    }
+
+    public JSONObject getJSON() {
+        return json;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobStatusWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobStatusWork.java
new file mode 100644
index 0000000..d45a9cc
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobStatusWork.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetJobStatusWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final JobId jobId;
+    private final IResultCallback<JobStatus> callback;
+
+    public GetJobStatusWork(ClusterControllerService ccs, JobId jobId, IResultCallback<JobStatus> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.callback = callback;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        try {
+            JobRun run = ccs.getActiveRunMap().get(jobId);
+            if (run == null) {
+                run = ccs.getRunMapArchive().get(jobId);
+            }
+            JobStatus status = run == null ? null : run.getStatus();
+            callback.setValue(status);
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobSummariesJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobSummariesJSONWork.java
new file mode 100644
index 0000000..f71a701
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetJobSummariesJSONWork.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Collection;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetJobSummariesJSONWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private JSONArray summaries;
+
+    public GetJobSummariesJSONWork(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        summaries = new JSONArray();
+        populateJSON(ccs.getActiveRunMap().values());
+        populateJSON(ccs.getRunMapArchive().values());
+    }
+
+    private void populateJSON(Collection<JobRun> jobRuns) throws JSONException {
+        for (JobRun run : jobRuns) {
+            JSONObject jo = new JSONObject();
+            jo.put("type", "job-summary");
+            jo.put("job-id", run.getJobId().toString());
+            jo.put("create-time", run.getCreateTime());
+            jo.put("start-time", run.getCreateTime());
+            jo.put("end-time", run.getCreateTime());
+            jo.put("status", run.getStatus().toString());
+            summaries.put(jo);
+        }
+    }
+
+    public JSONArray getSummaries() {
+        return summaries;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeControllersInfoWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeControllersInfoWork.java
new file mode 100644
index 0000000..785a202
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeControllersInfoWork.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.client.NodeStatus;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.common.work.IResultCallback;
+
+public class GetNodeControllersInfoWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+    private IResultCallback<Map<String, NodeControllerInfo>> callback;
+
+    public GetNodeControllersInfoWork(ClusterControllerService ccs,
+            IResultCallback<Map<String, NodeControllerInfo>> callback) {
+        this.ccs = ccs;
+        this.callback = callback;
+    }
+
+    @Override
+    public void run() {
+        Map<String, NodeControllerInfo> result = new LinkedHashMap<String, NodeControllerInfo>();
+        Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
+        for (Map.Entry<String, NodeControllerState> e : nodeMap.entrySet()) {
+            result.put(e.getKey(), new NodeControllerInfo(e.getKey(), NodeStatus.ALIVE, e.getValue().getDataPort(), e
+                    .getValue().getDatasetPort()));
+        }
+        callback.setValue(result);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeDetailsJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeDetailsJSONWork.java
new file mode 100644
index 0000000..ca3f1e5
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeDetailsJSONWork.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.json.JSONObject;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetNodeDetailsJSONWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final String nodeId;
+    private JSONObject detail;
+
+    public GetNodeDetailsJSONWork(ClusterControllerService ccs, String nodeId) {
+        this.ccs = ccs;
+        this.nodeId = nodeId;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        NodeControllerState ncs = ccs.getNodeMap().get(nodeId);
+        if (ncs == null) {
+            detail = new JSONObject();
+            return;
+        }
+        detail = ncs.toDetailedJSON();
+    }
+
+    public JSONObject getDetail() {
+        return detail;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeSummariesJSONWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeSummariesJSONWork.java
new file mode 100644
index 0000000..4b81ad0
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetNodeSummariesJSONWork.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.json.JSONArray;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetNodeSummariesJSONWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private JSONArray summaries;
+
+    public GetNodeSummariesJSONWork(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        summaries = new JSONArray();
+        for (NodeControllerState ncs : ccs.getNodeMap().values()) {
+            summaries.put(ncs.toSummaryJSON());
+        }
+    }
+
+    public JSONArray getSummaries() {
+        return summaries;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultPartitionLocationsWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultPartitionLocationsWork.java
new file mode 100644
index 0000000..ce82ec8
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultPartitionLocationsWork.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Arrays;
+
+import org.apache.hyracks.api.dataset.DatasetDirectoryRecord;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.dataset.IDatasetDirectoryService;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetResultPartitionLocationsWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final DatasetDirectoryRecord[] knownRecords;
+
+    private final IResultCallback<DatasetDirectoryRecord[]> callback;
+
+    public GetResultPartitionLocationsWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            DatasetDirectoryRecord[] knownRecords, IResultCallback<DatasetDirectoryRecord[]> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.knownRecords = knownRecords;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        final IDatasetDirectoryService dds = ccs.getDatasetDirectoryService();
+        ccs.getExecutor().execute(new Runnable() {
+            @Override
+            public void run() {
+                try {
+                    dds.getResultPartitionLocations(jobId, rsId, knownRecords, callback);
+                } catch (HyracksDataException e) {
+                    callback.setException(e);
+                }
+            }
+        });
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": JobId@" + jobId + " ResultSetId@" + rsId + " Known@" + Arrays.toString(knownRecords);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultStatusWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultStatusWork.java
new file mode 100644
index 0000000..676276a
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/GetResultStatusWork.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.dataset.DatasetJobRecord.Status;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class GetResultStatusWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final IResultCallback<Status> callback;
+
+    public GetResultStatusWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            IResultCallback<Status> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.callback = callback;
+    }
+
+    @Override
+    public void doRun() {
+        try {
+            Status status = ccs.getDatasetDirectoryService().getResultStatus(jobId, rsId);
+            callback.setValue(status);
+        } catch (HyracksDataException e) {
+            callback.setException(e);
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": JobId@" + jobId + " ResultSetId@" + rsId;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobCleanupWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobCleanupWork.java
new file mode 100644
index 0000000..10da691
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobCleanupWork.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+import java.util.logging.Logger;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.cc.application.CCApplicationContext;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class JobCleanupWork extends AbstractWork {
+    private static final Logger LOGGER = Logger.getLogger(JobCleanupWork.class.getName());
+
+    private ClusterControllerService ccs;
+    private JobId jobId;
+    private JobStatus status;
+    private List<Exception> exceptions;
+
+    public JobCleanupWork(ClusterControllerService ccs, JobId jobId, JobStatus status, List<Exception> exceptions) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.status = status;
+        this.exceptions = exceptions;
+    }
+
+    @Override
+    public void run() {
+        LOGGER.info("Cleanup for JobRun with id: " + jobId);
+        final JobRun run = ccs.getActiveRunMap().get(jobId);
+        if (run == null) {
+            LOGGER.warning("Unable to find JobRun with id: " + jobId);
+            return;
+        }
+        if (run.getPendingStatus() != null && run.getCleanupPendingNodeIds().isEmpty()) {
+            finishJob(run);
+            return;
+        }
+        if (run.getPendingStatus() != null) {
+            LOGGER.warning("Ignoring duplicate cleanup for JobRun with id: " + jobId);
+            return;
+        }
+        Set<String> targetNodes = run.getParticipatingNodeIds();
+        run.getCleanupPendingNodeIds().addAll(targetNodes);
+        if (run.getPendingStatus() != JobStatus.FAILURE && run.getPendingStatus() != JobStatus.TERMINATED) {
+            run.setPendingStatus(status, exceptions);
+        }
+        if (targetNodes != null && !targetNodes.isEmpty()) {
+            Set<String> toDelete = new HashSet<String>();
+            for (String n : targetNodes) {
+                NodeControllerState ncs = ccs.getNodeMap().get(n);
+                try {
+                    if (ncs == null) {
+                        toDelete.add(n);
+                    } else {
+                        ncs.getNodeController().cleanUpJoblet(jobId, status);
+                    }
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+            targetNodes.removeAll(toDelete);
+            run.getCleanupPendingNodeIds().removeAll(toDelete);
+            if (run.getCleanupPendingNodeIds().isEmpty()) {
+                finishJob(run);
+            }
+        } else {
+            finishJob(run);
+        }
+    }
+
+    private void finishJob(final JobRun run) {
+        CCApplicationContext appCtx = ccs.getApplicationContext();
+        if (appCtx != null) {
+            try {
+                appCtx.notifyJobFinish(jobId);
+            } catch (HyracksException e) {
+                e.printStackTrace();
+            }
+        }
+        run.setStatus(run.getPendingStatus(), run.getPendingExceptions());
+        ccs.getActiveRunMap().remove(jobId);
+        ccs.getRunMapArchive().put(jobId, run);
+        ccs.getRunHistory().put(jobId, run.getExceptions());
+
+        if (run.getActivityClusterGraph().isReportTaskDetails()) {
+            /**
+             * log job details when profiling is enabled
+             */
+            try {
+                ccs.getJobLogFile().log(createJobLogObject(run));
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        }
+    }
+
+    private JSONObject createJobLogObject(final JobRun run) {
+        JSONObject jobLogObject = new JSONObject();
+        try {
+            ActivityClusterGraph acg = run.getActivityClusterGraph();
+            jobLogObject.put("activity-cluster-graph", acg.toJSON());
+            jobLogObject.put("job-run", run.toJSON());
+        } catch (JSONException e) {
+            throw new RuntimeException(e);
+        }
+        return jobLogObject;
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": JobId@" + jobId + " Status@" + status
+                + (exceptions == null ? "" : " Exceptions@" + exceptions);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobStartWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobStartWork.java
new file mode 100644
index 0000000..e145aad
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobStartWork.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Collections;
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.IActivityClusterGraphGenerator;
+import org.apache.hyracks.api.job.IActivityClusterGraphGeneratorFactory;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.application.CCApplicationContext;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class JobStartWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final byte[] acggfBytes;
+    private final EnumSet<JobFlag> jobFlags;
+    private final DeploymentId deploymentId;
+    private final JobId jobId;
+    private final IResultCallback<JobId> callback;
+
+    public JobStartWork(ClusterControllerService ccs, DeploymentId deploymentId, byte[] acggfBytes,
+            EnumSet<JobFlag> jobFlags, JobId jobId, IResultCallback<JobId> callback) {
+        this.deploymentId = deploymentId;
+        this.jobId = jobId;
+        this.ccs = ccs;
+        this.acggfBytes = acggfBytes;
+        this.jobFlags = jobFlags;
+        this.callback = callback;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        try {
+            final CCApplicationContext appCtx = ccs.getApplicationContext();
+            IActivityClusterGraphGeneratorFactory acggf = (IActivityClusterGraphGeneratorFactory) DeploymentUtils
+                    .deserialize(acggfBytes, deploymentId, appCtx);
+            IActivityClusterGraphGenerator acgg = acggf.createActivityClusterGraphGenerator(jobId, appCtx, jobFlags);
+            JobRun run = new JobRun(ccs, deploymentId, jobId, acgg, jobFlags);
+            run.setStatus(JobStatus.INITIALIZED, null);
+            ccs.getActiveRunMap().put(jobId, run);
+            appCtx.notifyJobCreation(jobId, acggf);
+            run.setStatus(JobStatus.RUNNING, null);
+            try {
+                run.getScheduler().startJob();
+            } catch (Exception e) {
+                ccs.getWorkQueue().schedule(
+                        new JobCleanupWork(ccs, run.getJobId(), JobStatus.FAILURE, Collections.singletonList(e)));
+            }
+            callback.setValue(jobId);
+        } catch (Exception e) {
+            callback.setException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobletCleanupNotificationWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobletCleanupNotificationWork.java
new file mode 100644
index 0000000..40a1c29
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/JobletCleanupNotificationWork.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.cc.application.CCApplicationContext;
+import org.apache.hyracks.control.cc.job.JobRun;
+
+public class JobletCleanupNotificationWork extends AbstractHeartbeatWork {
+    private static final Logger LOGGER = Logger.getLogger(JobletCleanupNotificationWork.class.getName());
+
+    private ClusterControllerService ccs;
+    private JobId jobId;
+    private String nodeId;
+
+    public JobletCleanupNotificationWork(ClusterControllerService ccs, JobId jobId, String nodeId) {
+        super(ccs, nodeId, null);
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.nodeId = nodeId;
+    }
+
+    @Override
+    public void runWork() {
+        final JobRun run = ccs.getActiveRunMap().get(jobId);
+        Set<String> cleanupPendingNodes = run.getCleanupPendingNodeIds();
+        if (!cleanupPendingNodes.remove(nodeId)) {
+            if (LOGGER.isLoggable(Level.WARNING)) {
+                LOGGER.warning(nodeId + " not in pending cleanup nodes set: " + cleanupPendingNodes + " for Job: "
+                        + jobId);
+            }
+            return;
+        }
+        NodeControllerState ncs = ccs.getNodeMap().get(nodeId);
+        if (ncs != null) {
+            ncs.getActiveJobIds().remove(jobId);
+        }
+        if (cleanupPendingNodes.isEmpty()) {
+            CCApplicationContext appCtx = ccs.getApplicationContext();
+            if (appCtx != null) {
+                try {
+                    appCtx.notifyJobFinish(jobId);
+                } catch (HyracksException e) {
+                    e.printStackTrace();
+                }
+            }
+            run.setStatus(run.getPendingStatus(), run.getPendingExceptions());
+            ccs.getActiveRunMap().remove(jobId);
+            ccs.getRunMapArchive().put(jobId, run);
+            ccs.getRunHistory().put(jobId, run.getExceptions());
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NodeHeartbeatWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NodeHeartbeatWork.java
new file mode 100644
index 0000000..120f415
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NodeHeartbeatWork.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.logging.Level;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+
+public class NodeHeartbeatWork extends AbstractHeartbeatWork {
+
+    public NodeHeartbeatWork(ClusterControllerService ccs, String nodeId, HeartbeatData hbData) {
+        super(ccs, nodeId, hbData);
+    }
+
+    @Override
+    public void runWork() {
+
+    }
+
+    @Override
+    public Level logLevel() {
+        return Level.FINEST;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyDeployBinaryWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyDeployBinaryWork.java
new file mode 100644
index 0000000..f4b80b1
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyDeployBinaryWork.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.deployment.DeploymentRun;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+
+/***
+ * This is the work happens on the CC when CC gets a deployment or undeployment notification status message from one NC.
+ *
+ * @author yingyib
+ */
+public class NotifyDeployBinaryWork extends AbstractHeartbeatWork {
+
+    private final ClusterControllerService ccs;
+    private final String nodeId;
+    private final DeploymentId deploymentId;
+    private DeploymentStatus deploymentStatus;
+
+    public NotifyDeployBinaryWork(ClusterControllerService ccs, DeploymentId deploymentId, String nodeId,
+            DeploymentStatus deploymentStatus) {
+        super(ccs, nodeId, null);
+        this.ccs = ccs;
+        this.nodeId = nodeId;
+        this.deploymentId = deploymentId;
+        this.deploymentStatus = deploymentStatus;
+
+    }
+
+    @Override
+    public void runWork() {
+        /** triggered remotely by a NC to notify that the NC is deployed */
+        DeploymentRun dRun = ccs.getDeploymentRun(deploymentId);
+        dRun.notifyDeploymentStatus(nodeId, deploymentStatus);
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyShutdownWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyShutdownWork.java
new file mode 100644
index 0000000..9e290d6
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyShutdownWork.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.cc.work;
+
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.deployment.DeploymentRun;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.shutdown.ShutdownRun;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class NotifyShutdownWork extends SynchronizableWork {
+
+    private final ClusterControllerService ccs;
+    private final String nodeId;
+    private static Logger LOGGER = Logger.getLogger(NotifyShutdownWork.class.getName());
+
+    public NotifyShutdownWork(ClusterControllerService ccs, String nodeId) {
+        this.ccs = ccs;
+        this.nodeId = nodeId;
+
+    }
+
+    @Override
+    public void doRun() {
+        /** triggered remotely by a NC to notify that the NC is shutting down */
+        ShutdownRun sRun = ccs.getShutdownRun();
+        LOGGER.info("Recieved shutdown acknowledgement from NC ID:" + nodeId);
+        sRun.notifyShutdown(nodeId);
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyStateDumpResponse.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyStateDumpResponse.java
new file mode 100644
index 0000000..c7a5d4c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/NotifyStateDumpResponse.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class NotifyStateDumpResponse extends AbstractWork {
+
+    private final ClusterControllerService ccs;
+
+    private final String stateDumpId;
+
+    private final String nodeId;
+
+    private final String state;
+
+    public NotifyStateDumpResponse(ClusterControllerService ccs, String nodeId, String stateDumpId, String state) {
+        this.ccs = ccs;
+        this.stateDumpId = stateDumpId;
+        this.nodeId = nodeId;
+        this.state = state;
+    }
+
+    @Override
+    public void run() {
+        ccs.getStateDumpRun(stateDumpId).notifyStateDumpReceived(nodeId, state);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterNodeWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterNodeWork.java
new file mode 100644
index 0000000..dd26ea4
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterNodeWork.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.net.InetAddress;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.base.INodeController;
+import org.apache.hyracks.control.common.controllers.NodeParameters;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions;
+import org.apache.hyracks.control.common.ipc.NodeControllerRemoteProxy;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+
+public class RegisterNodeWork extends SynchronizableWork {
+    private static final Logger LOGGER = Logger.getLogger(RegisterNodeWork.class.getName());
+
+    private final ClusterControllerService ccs;
+    private final NodeRegistration reg;
+
+    public RegisterNodeWork(ClusterControllerService ccs, NodeRegistration reg) {
+        this.ccs = ccs;
+        this.reg = reg;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        String id = reg.getNodeId();
+
+        IIPCHandle ncIPCHandle = ccs.getClusterIPC().getHandle(reg.getNodeControllerAddress());
+        CCNCFunctions.NodeRegistrationResult result = null;
+        Map<String, String> ncConfiguration = null;
+        try {
+            INodeController nodeController = new NodeControllerRemoteProxy(ncIPCHandle);
+
+            NodeControllerState state = new NodeControllerState(nodeController, reg);
+            Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
+            if (nodeMap.containsKey(id)) {
+                throw new Exception("Node with this name already registered.");
+            }
+            nodeMap.put(id, state);
+            Map<InetAddress, Set<String>> ipAddressNodeNameMap = ccs.getIpAddressNodeNameMap();
+            // QQQ Breach of encapsulation here - way too much duplicated data
+            // in NodeRegistration
+            String ipAddress = state.getNCConfig().dataIPAddress;
+            if (state.getNCConfig().dataPublicIPAddress != null) {
+                ipAddress = state.getNCConfig().dataPublicIPAddress;
+            }
+            ncConfiguration = new HashMap<String, String>();
+            state.getNCConfig().toMap(ncConfiguration);
+            Set<String> nodes = ipAddressNodeNameMap.get(InetAddress.getByName(ipAddress));
+            if (nodes == null) {
+                nodes = new HashSet<String>();
+                ipAddressNodeNameMap.put(InetAddress.getByName(ipAddress), nodes);
+            }
+            nodes.add(id);
+            LOGGER.log(Level.INFO, "Registered INodeController: id = " + id);
+            NodeParameters params = new NodeParameters();
+            params.setClusterControllerInfo(ccs.getClusterControllerInfo());
+            params.setDistributedState(ccs.getApplicationContext().getDistributedState());
+            params.setHeartbeatPeriod(ccs.getCCConfig().heartbeatPeriod);
+            params.setProfileDumpPeriod(ccs.getCCConfig().profileDumpPeriod);
+            result = new CCNCFunctions.NodeRegistrationResult(params, null);
+        } catch (Exception e) {
+            result = new CCNCFunctions.NodeRegistrationResult(null, e);
+        }
+        ncIPCHandle.send(-1, result, null);
+        ccs.getApplicationContext().notifyNodeJoin(id, ncConfiguration);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionAvailibilityWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionAvailibilityWork.java
new file mode 100644
index 0000000..2c5c965
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionAvailibilityWork.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.List;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.partitions.PartitionMatchMaker;
+import org.apache.hyracks.control.cc.partitions.PartitionUtils;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class RegisterPartitionAvailibilityWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+    private final PartitionDescriptor partitionDescriptor;
+
+    public RegisterPartitionAvailibilityWork(ClusterControllerService ccs, PartitionDescriptor partitionDescriptor) {
+        this.ccs = ccs;
+        this.partitionDescriptor = partitionDescriptor;
+    }
+
+    @Override
+    public void run() {
+        final PartitionId pid = partitionDescriptor.getPartitionId();
+        JobRun run = ccs.getActiveRunMap().get(pid.getJobId());
+        if (run == null) {
+            return;
+        }
+        PartitionMatchMaker pmm = run.getPartitionMatchMaker();
+        List<Pair<PartitionDescriptor, PartitionRequest>> matches = pmm
+                .registerPartitionDescriptor(partitionDescriptor);
+        for (Pair<PartitionDescriptor, PartitionRequest> match : matches) {
+            try {
+                PartitionUtils.reportPartitionMatch(ccs, pid, match);
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": " + partitionDescriptor;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionRequestWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionRequestWork.java
new file mode 100644
index 0000000..44fc40d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterPartitionRequestWork.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.commons.lang3.tuple.Pair;
+
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.partitions.PartitionMatchMaker;
+import org.apache.hyracks.control.cc.partitions.PartitionUtils;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class RegisterPartitionRequestWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+    private final PartitionRequest partitionRequest;
+
+    public RegisterPartitionRequestWork(ClusterControllerService ccs, PartitionRequest partitionRequest) {
+        this.ccs = ccs;
+        this.partitionRequest = partitionRequest;
+    }
+
+    @Override
+    public void run() {
+        PartitionId pid = partitionRequest.getPartitionId();
+        JobRun run = ccs.getActiveRunMap().get(pid.getJobId());
+        if (run == null) {
+            return;
+        }
+        PartitionMatchMaker pmm = run.getPartitionMatchMaker();
+        Pair<PartitionDescriptor, PartitionRequest> match = pmm.matchPartitionRequest(partitionRequest);
+        if (match != null) {
+            try {
+                PartitionUtils.reportPartitionMatch(ccs, pid, match);
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": " + partitionRequest;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java
new file mode 100644
index 0000000..4e4732d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RegisterResultPartitionLocationWork.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class RegisterResultPartitionLocationWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final boolean orderedResult;
+
+    private final boolean emptyResult;
+
+    private final int partition;
+
+    private final int nPartitions;
+
+    private final NetworkAddress networkAddress;
+
+    public RegisterResultPartitionLocationWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            boolean orderedResult, boolean emptyResult, int partition, int nPartitions, NetworkAddress networkAddress) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.orderedResult = orderedResult;
+        this.emptyResult = emptyResult;
+        this.partition = partition;
+        this.nPartitions = nPartitions;
+        this.networkAddress = networkAddress;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().registerResultPartitionLocation(jobId, rsId, orderedResult, emptyResult,
+                partition, nPartitions, networkAddress);
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition + " NPartitions@" + nPartitions
+                + " ResultPartitionLocation@" + networkAddress + " OrderedResult@" + orderedResult + " EmptyResult@" + emptyResult;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RemoveDeadNodesWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RemoveDeadNodesWork.java
new file mode 100644
index 0000000..dca6bc2
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/RemoveDeadNodesWork.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class RemoveDeadNodesWork extends AbstractWork {
+    private static Logger LOGGER = Logger.getLogger(RemoveDeadNodesWork.class.getName());
+
+    private final ClusterControllerService ccs;
+
+    public RemoveDeadNodesWork(ClusterControllerService ccs) {
+        this.ccs = ccs;
+    }
+
+    @Override
+    public void run() {
+        Set<String> deadNodes = new HashSet<String>();
+        Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
+        for (Map.Entry<String, NodeControllerState> e : nodeMap.entrySet()) {
+            NodeControllerState state = e.getValue();
+            if (state.incrementLastHeartbeatDuration() >= ccs.getConfig().maxHeartbeatLapsePeriods) {
+                deadNodes.add(e.getKey());
+                LOGGER.info(e.getKey() + " considered dead");
+            }
+        }
+        Set<JobId> affectedJobIds = new HashSet<JobId>();
+        for (String deadNode : deadNodes) {
+            NodeControllerState state = nodeMap.remove(deadNode);
+
+            // Deal with dead tasks.
+            affectedJobIds.addAll(state.getActiveJobIds());
+        }
+        int size = affectedJobIds.size();
+        if (size > 0) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Number of affected jobs: " + size);
+            }
+            for (JobId jobId : affectedJobIds) {
+                JobRun run = ccs.getActiveRunMap().get(jobId);
+                if (run != null) {
+                    run.getScheduler().notifyNodeFailures(deadNodes);
+                }
+            }
+        }
+        if (deadNodes != null && deadNodes.size() > 0) {
+            ccs.getApplicationContext().notifyNodeFailure(deadNodes);
+        }
+    }
+
+    @Override
+    public Level logLevel() {
+        return Level.FINE;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportProfilesWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportProfilesWork.java
new file mode 100644
index 0000000..2278389
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportProfilesWork.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class ReportProfilesWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+    private final List<JobProfile> profiles;
+
+    public ReportProfilesWork(ClusterControllerService ccs, List<JobProfile> profiles) {
+        this.ccs = ccs;
+        this.profiles = profiles;
+    }
+
+    @Override
+    public void run() {
+        Map<JobId, JobRun> runMap = ccs.getActiveRunMap();
+        for (JobProfile profile : profiles) {
+            JobRun run = runMap.get(profile.getJobId());
+            if (run != null) {
+                JobProfile jp = run.getJobProfile();
+                jp.merge(profile);
+            }
+        }
+    }
+
+    @Override
+    public Level logLevel() {
+        return Level.FINEST;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionFailureWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionFailureWork.java
new file mode 100644
index 0000000..2de89db
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionFailureWork.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class ReportResultPartitionFailureWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final int partition;
+
+    public ReportResultPartitionFailureWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId, int partition) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.partition = partition;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().reportResultPartitionFailure(jobId, rsId, partition);
+    }
+
+    @Override
+    public String toString() {
+        return "JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java
new file mode 100644
index 0000000..ffae76a
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/ReportResultPartitionWriteCompletionWork.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.work.AbstractWork;
+
+public class ReportResultPartitionWriteCompletionWork extends AbstractWork {
+    private final ClusterControllerService ccs;
+
+    private final JobId jobId;
+
+    private final ResultSetId rsId;
+
+    private final int partition;
+
+    public ReportResultPartitionWriteCompletionWork(ClusterControllerService ccs, JobId jobId, ResultSetId rsId,
+            int partition) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.rsId = rsId;
+        this.partition = partition;
+    }
+
+    @Override
+    public void run() {
+        ccs.getDatasetDirectoryService().reportResultPartitionWriteCompletion(jobId, rsId, partition);
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": JobId@" + jobId + " ResultSetId@" + rsId + " Partition@" + partition;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskCompleteWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskCompleteWork.java
new file mode 100644
index 0000000..2379871
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskCompleteWork.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.job.TaskAttempt;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.job.profiling.om.JobletProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+
+public class TaskCompleteWork extends AbstractTaskLifecycleWork {
+    private final TaskProfile statistics;
+
+    public TaskCompleteWork(ClusterControllerService ccs, JobId jobId, TaskAttemptId taId, String nodeId,
+            TaskProfile statistics) {
+        super(ccs, jobId, taId, nodeId);
+        this.statistics = statistics;
+    }
+
+    @Override
+    protected void performEvent(TaskAttempt ta) {
+        try {
+            JobRun run = ccs.getActiveRunMap().get(jobId);
+            if (statistics != null) {
+                JobProfile jobProfile = run.getJobProfile();
+                Map<String, JobletProfile> jobletProfiles = jobProfile.getJobletProfiles();
+                JobletProfile jobletProfile = jobletProfiles.get(nodeId);
+                if (jobletProfile == null) {
+                    jobletProfile = new JobletProfile(nodeId);
+                    jobletProfiles.put(nodeId, jobletProfile);
+                }
+                jobletProfile.getTaskProfiles().put(taId, statistics);
+            }
+            run.getScheduler().notifyTaskComplete(ta);
+        } catch (HyracksException e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": [" + nodeId + "[" + jobId + ":" + taId + "]";
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskFailureWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskFailureWork.java
new file mode 100644
index 0000000..6db3700
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/TaskFailureWork.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.JobRun;
+import org.apache.hyracks.control.cc.job.TaskAttempt;
+
+public class TaskFailureWork extends AbstractTaskLifecycleWork {
+    private final List<Exception> exceptions;
+
+    public TaskFailureWork(ClusterControllerService ccs, JobId jobId, TaskAttemptId taId, String nodeId,
+            List<Exception> exceptions) {
+        super(ccs, jobId, taId, nodeId);
+        this.exceptions = exceptions;
+    }
+
+    @Override
+    protected void performEvent(TaskAttempt ta) {
+        JobRun run = ccs.getActiveRunMap().get(jobId);
+        ccs.getDatasetDirectoryService().reportJobFailure(jobId, exceptions);
+        ActivityCluster ac = ta.getTask().getTaskCluster().getActivityCluster();
+        run.getScheduler().notifyTaskFailure(ta, ac, exceptions);
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": [" + jobId + ":" + taId + ":" + nodeId + "]";
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/UnregisterNodeWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/UnregisterNodeWork.java
new file mode 100644
index 0000000..839dc45
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/UnregisterNodeWork.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.Map;
+
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.NodeControllerState;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class UnregisterNodeWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final String nodeId;
+
+    public UnregisterNodeWork(ClusterControllerService ccs, String nodeId) {
+        this.ccs = ccs;
+        this.nodeId = nodeId;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        Map<String, NodeControllerState> nodeMap = ccs.getNodeMap();
+        nodeMap.remove(nodeId);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/WaitForJobCompletionWork.java b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/WaitForJobCompletionWork.java
new file mode 100644
index 0000000..c1fa945
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/java/org/apache/hyracks/control/cc/work/WaitForJobCompletionWork.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.cc.work;
+
+import java.util.List;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.cc.job.IJobStatusConditionVariable;
+import org.apache.hyracks.control.common.work.IResultCallback;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+
+public class WaitForJobCompletionWork extends SynchronizableWork {
+    private final ClusterControllerService ccs;
+    private final JobId jobId;
+    private final IResultCallback<Object> callback;
+
+    public WaitForJobCompletionWork(ClusterControllerService ccs, JobId jobId, IResultCallback<Object> callback) {
+        this.ccs = ccs;
+        this.jobId = jobId;
+        this.callback = callback;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        final IJobStatusConditionVariable cRunningVar = ccs.getActiveRunMap().get(jobId);
+        if (cRunningVar != null) {
+            ccs.getExecutor().execute(new Runnable() {
+                @Override
+                public void run() {
+                    try {
+                        cRunningVar.waitForCompletion();
+                        callback.setValue(null);
+                    } catch (Exception e) {
+                        callback.setException(e);
+                    }
+                }
+            });
+        } else {
+            final IJobStatusConditionVariable cArchivedVar = ccs.getRunMapArchive().get(jobId);
+            if (cArchivedVar != null) {
+                ccs.getExecutor().execute(new Runnable() {
+                    @Override
+                    public void run() {
+                        try {
+                            cArchivedVar.waitForCompletion();
+                            callback.setValue(null);
+                        } catch (Exception e) {
+                            callback.setException(e);
+                        }
+                    }
+                });
+            } else {
+                final List<Exception> exceptions = ccs.getRunHistory().get(jobId);
+                ccs.getExecutor().execute(new Runnable() {
+                    @Override
+                    public void run() {
+                        callback.setValue(null);
+                        if (exceptions != null && exceptions.size() > 0) {
+                            /** only report the first exception because IResultCallback will only throw one exception anyway */
+                            callback.setException(exceptions.get(0));
+                        }
+                    }
+                });
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.html b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.html
new file mode 100644
index 0000000..a30e024
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/AbstractPage.html
@@ -0,0 +1,37 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<html>
+<head>
+    <script type="text/javascript" src="/static/javascript/jquery/jquery.min.js"></script>
+    <script type="text/javascript" src="/static/javascript/jquery/plugins/jquery.timer.js"></script>
+    <script type="text/javascript" src="/static/javascript/jquery/plugins/jquery.getParams.js"></script>
+    <script type="text/javascript" src="/static/javascript/jquery/plugins/jquery-ui.min.js"></script>
+    <script type="text/javascript" src="/static/javascript/flot/jquery.flot.min.js"></script>
+    <script type="text/javascript" src="/static/javascript/flot/jquery.flot.resize.min.js"></script>
+    <script type="text/javascript" src="/static/javascript/jsplumb/jquery.jsPlumb-1.3.5-all-min.js"></script>
+    <link rel="stylesheet" type="text/css" href="/static/stylesheet/jquery-ui/themes/base/jquery-ui.css"></link>
+    <link rel="stylesheet" type="text/css" href="/static/stylesheet/adminconsole.css"></link>
+</head>
+<body>
+    <div id="header">
+    </div>
+    <wicket:child xmlns:wicket/>
+</body>
+</html>
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.html b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.html
new file mode 100644
index 0000000..d8a9e13
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/IndexPage.html
@@ -0,0 +1,62 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<wicket:extend xmlns:wicket>
+    <div>
+        Registered Node Count: <span wicket:id="node-count"></span>
+    </div>
+    <table>
+        <tr wicket:id="node-list">
+            <td>
+                <span wicket:id="node-id"></span>
+            </td>
+            <td>
+                <span wicket:id="heap-used"></span>
+            </td>
+            <td>
+                <span wicket:id="system-load-average"></span>
+            </td>
+            <td>
+                <a wicket:id="node-details">Details</a>
+            </td>
+        </tr>
+    </table>
+    <table>
+        <tr wicket:id="jobs-list">
+            <td>
+                <span wicket:id="job-id"></span>
+            </td>
+            <td>
+                <span wicket:id="status"></span>
+            </td>
+            <td>
+                <span wicket:id="create-time"></span>
+            </td>
+            <td>
+                <span wicket:id="start-time"></span>
+            </td>
+            <td>
+                <span wicket:id="end-time"></span>
+            </td>
+            <td>
+                <a wicket:id="job-details">Details</a>
+            </td>
+        </tr>
+    </table>
+</wicket:extend>
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.html b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.html
new file mode 100644
index 0000000..356f440
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/JobDetailsPage.html
@@ -0,0 +1,32 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<wicket:extend xmlns:wicket>
+    <div id="job-specification" wicket:id="job-specification" style="display: none;">
+    </div>
+    <div id="job-activity-graph" wicket:id="job-activity-graph" style="display: none;">
+    </div>
+    <div id="job-run" wicket:id="job-run" style="display: none;">
+    </div>
+    <div wicket:id="job-timeline" style="overflow: auto;"></div>
+    <div id="job-graph" style="position:relative"></div>
+
+    <script src="/static/javascript/adminconsole/Graphs.js" type="text/javascript"></script>
+    <script src="/static/javascript/adminconsole/JobDetailsPage.js" type="text/javascript"></script>
+</wicket:extend>
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.html b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.html
new file mode 100644
index 0000000..dc24ef9
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/org/apache/hyracks/control/cc/adminconsole/pages/NodeDetailsPage.html
@@ -0,0 +1,87 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<wicket:extend xmlns:wicket>
+    <div id="tabs">
+        <ul>
+            <li><a href="#tabs-1">Node Information</a></li>
+            <li><a href="#tabs-2">System Load</a></li>
+            <li><a href="#tabs-3">Garbage Collection</a></li>
+            <li><a href="#tabs-4">Memory Usage</a></li>
+            <li><a href="#tabs-5">Thread Statistics</a></li>
+            <li><a href="#tabs-6">Network Statistics</a></li>
+            <li><a href="#tabs-7">IPC Statistics</a></li>
+        </ul>
+        
+        <div id="tabs-1">
+            <table border="0">
+                <tr><td>Node Id</td><td><span id="node-id"></span></td></tr>
+                <tr><td>Architecture</td><td><span id="arch"></span></td></tr>
+                <tr><td>OS Name</td><td><span id="os-name"></span></td></tr>
+                <tr><td>OS Version</td><td><span id="os-version"></span></td></tr>
+                <tr><td># of processors</td><td><span id="num-processors"></span></td></tr>
+                <tr><td>Java VM Name</td><td><span id="vm-name"></span></td></tr>
+                <tr><td>Java VM Version</td><td><span id="vm-version"></span></td></tr>
+                <tr><td>Java VM Vendor</td><td><span id="vm-vendor"></span></td></tr>
+                <tr><td>Java Classpath</td><td><span id="classpath"></span></td></tr>
+                <tr><td>Java Library Path</td><td><span id="library-path"></span></td></tr>
+                <tr><td>Java Boot Classpath</td><td><span id="boot-classpath"></span></td></tr>
+                <tr><td>Java VM Arguments</td><td><div id="input-arguments"></div></td></tr>
+            </table>
+        </div>
+
+        <div id="tabs-2">
+            <div id='system-load-chart' class="time-chart">
+            </div>
+        </div>
+
+        <div id="tabs-3">
+            <div id='gc-charts'>
+            </div>
+        </div>
+
+        <div id="tabs-4">
+            <div id='heap-usage-chart' class="time-chart">
+            </div>
+            <div id='nonheap-usage-chart' class="time-chart">
+            </div>
+        </div>
+
+        <div id="tabs-5">
+            <div id='thread-chart' class="time-chart">
+            </div>
+        </div>
+
+        <div id="tabs-6">
+            <div id='net-payload-bandwidth' class="time-chart">
+            </div>
+            <div id='net-signaling-bandwidth' class="time-chart">
+            </div>
+        </div>
+
+        <div id="tabs-7">
+            <div id='ipc-messages' class="time-chart">
+            </div>
+            <div id='ipc-message-bytes' class="time-chart">
+            </div>
+        </div>
+    </div>
+
+    <script src="/static/javascript/adminconsole/NodeDetailsPage.js" type="text/javascript"></script>
+</wicket:extend>
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/Graphs.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/Graphs.js
new file mode 100644
index 0000000..1495a17
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/Graphs.js
@@ -0,0 +1,179 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+Graphs = {};
+
+Graphs.DAG = function() {
+    this.nodeMap = {};
+    this.edgeMap = {};
+}
+
+Graphs.DAG.prototype.addNode = function(key, attachment) {
+    var node = new Graphs.Node(this, key, attachment);
+    this.nodeMap[key] = node;
+    return node;
+}
+
+Graphs.DAG.prototype.addEdge = function(key, attachment, sNode, sIndex, tNode, tIndex) {
+    var edge = new Graphs.DirectedEdge(this, key, attachment, sNode, sIndex, tNode, tIndex);
+    this.edgeMap[key] = edge;
+    sNode.outEdges[sIndex] = edge;
+    tNode.inEdges[tIndex] = edge;
+    return edge;
+}
+
+Graphs.DAG.prototype.lookupNode = function(key) {
+    return this.nodeMap[key];
+}
+
+Graphs.DAG.prototype.lookupEdge = function(key) {
+    return this.edgeMap[key];
+}
+
+Graphs.DAG.prototype.walkNodes = function(callback) {
+    for ( var nKey in this.nodeMap) {
+        callback(this.nodeMap[nKey]);
+    }
+}
+
+Graphs.DAG.prototype.walkEdges = function(callback) {
+    for ( var eKey in this.edgeMap) {
+        callback(this.edgeMap[eKey]);
+    }
+}
+
+Graphs.DAG.prototype.findRoots = function() {
+    var roots = [];
+    var callback = function(node) {
+        if (node.inEdges.length == 0) {
+            roots.push(node);
+        }
+    }
+    this.walkNodes(callback);
+    return roots;
+}
+
+Graphs.DAG.prototype.findLeaves = function() {
+    var leaves = [];
+    var callback = function(node) {
+        if (node.outEdges.length == 0) {
+            leaves.push(node);
+        }
+    }
+    this.walkNodes(callback);
+    return leaves;
+}
+
+Graphs.DAG.prototype.tsort = function() {
+    var sortedNodes = [];
+    var nodeState = {};
+
+    function visit(node) {
+        if (!nodeState[node.key]) {
+            nodeState[node.key] = true;
+            for ( var i = 0; i < node.inEdges.length; ++i) {
+                visit(node.inEdges[i].sNode);
+            }
+            sortedNodes.push(node);
+        }
+    }
+
+    var roots = this.findLeaves();
+    for ( var i = 0; i < roots.length; ++i) {
+        visit(roots[i]);
+    }
+    return sortedNodes;
+}
+
+Graphs.DAG.prototype.stratify = function() {
+    var sortedNodes = this.tsort();
+    var stratumMap = {};
+    var strata = [];
+    for ( var i = 0; i < sortedNodes.length; ++i) {
+        var node = sortedNodes[i];
+        var maxParentStratum = -1;
+        for ( var j = 0; j < node.inEdges.length; ++j) {
+            var edge = node.inEdges[j];
+            maxParentStratum = Math.max(maxParentStratum, stratumMap[edge.sNode.key]);
+        }
+        var stratum = maxParentStratum + 1;
+        stratumMap[node.key] = stratum;
+        var stratumList = strata[stratum];
+        if (!stratumList) {
+            stratumList = [];
+            strata[stratum] = stratumList;
+        }
+        stratumList.push(node);
+    }
+    return strata;
+}
+
+Graphs.Node = function(dag, key, attachment) {
+    this.dag = dag;
+    this.key = key;
+    this.attachment = attachment;
+    this.inEdges = [];
+    this.outEdges = [];
+}
+
+Graphs.DirectedEdge = function(dag, key, attachment, sNode, sIndex, tNode, tIndex) {
+    this.dag = dag;
+    this.key = key;
+    this.attachment = attachment;
+    this.sNode = sNode;
+    this.sIndex = sIndex;
+    this.tNode = tNode;
+    this.tIndex = tIndex;
+}
+
+Graphs.JsPlumbRenderer = function(dag, element, options) {
+    this.dag = dag;
+    this.element = element;
+    this.options = options || {
+        levelStep : 100
+    };
+}
+
+Graphs.JsPlumbRenderer.prototype.configureDiv = function(div, node, stratum, inStratumIndex, stratumWidth) {
+    div.id = node.key;
+    div.dagNode = node;
+    /*
+     * div.style.position = 'absolute'; div.style.left = (stratum *
+     * this.options.levelStep) + 'px'; div.style.top = (inStratumIndex * 100) +
+     * 'px'; div.style.width = '50px'; div.style.height = '50px';
+     * div.style.border = 'thick solid #000000';
+     */
+}
+
+Graphs.JsPlumbRenderer.prototype.refresh = function() {
+    var strata = this.dag.stratify();
+
+    while (this.element.hasChildNodes()) {
+        this.element.removeChild(this.element.lastChild);
+    }
+    for ( var i = 0; i < strata.length; ++i) {
+        var stratumList = strata[i];
+        for ( var j = 0; j < stratumList.length; ++j) {
+            var node = stratumList[j];
+            var div = document.createElement('div');
+            this.configureDiv(div, node, i, j, stratumList.length);
+            this.element.appendChild(div);
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/JobDetailsPage.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/JobDetailsPage.js
new file mode 100644
index 0000000..8f67ec9
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/JobDetailsPage.js
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+ $(function() {
+    var jobSpecDAG = new Graphs.DAG();
+    var jobSpecRenderer;
+
+    function drawJobGraph() {
+        var jobGraphDiv = $('#job-graph')[0];
+        jobSpecRenderer = new Graphs.JsPlumbRenderer(jobSpecDAG, jobGraphDiv, null);
+        jobSpecRenderer.refresh();
+    }
+
+    function onJobRunDataReceived(data) {
+        var run = data.result;
+
+        if (run.status != 'TERMINATED' && run.status != 'FAILURE') {
+            setTimeout(fetchJobRun, 10000);
+        }
+    }
+
+    function fetchJobRun() {
+        $.ajax({
+            url : '/rest/jobs/' + $.getURLParam('job-id') + '/job-run',
+            method : 'GET',
+            dataType : 'json',
+            success : onJobRunDataReceived
+        });
+    }
+
+    function onJobActivityGraphDataReceived(data) {
+        var jag = data.result;
+        activityMap = new Object;
+        var activities = jag.activities;
+        for ( var i = 0; i < activities.length; ++i) {
+            var activity = activities[i];
+        }
+
+        drawJobGraph();
+
+        fetchJobRun();
+    }
+
+    function fetchJobActivityGraph() {
+        $.ajax({
+            url : '/rest/jobs/' + $.getURLParam('job-id') + '/job-activity-graph',
+            method : 'GET',
+            dataType : 'json',
+            success : onJobActivityGraphDataReceived
+        });
+    }
+
+    function onJobSpecificationDataReceived(data) {
+        var jobSpec = data.result;
+        var operators = jobSpec.operators;
+        for ( var i = 0; i < operators.length; ++i) {
+            var op = operators[i];
+            jobSpecDAG.addNode(op.id, op);
+        }
+        var connectors = jobSpec.connectors;
+        for ( var i = 0; i < connectors.length; ++i) {
+            var conn = connectors[i];
+            var sNode = jobSpecDAG.lookupNode(conn['in-operator-id']);
+            var sIndex = conn['in-operator-port'];
+            var tNode = jobSpecDAG.lookupNode(conn['out-operator-id']);
+            var tIndex = conn['out-operator-port'];
+            jobSpecDAG.addEdge(conn.id, conn, sNode, sIndex, tNode, tIndex);
+        }
+        fetchJobActivityGraph();
+    }
+
+    function fetchJobSpecification() {
+        $.ajax({
+            url : '/rest/jobs/' + $.getURLParam('job-id') + '/job-specification',
+            method : 'GET',
+            dataType : 'json',
+            success : onJobSpecificationDataReceived
+        });
+    }
+
+    function init() {
+        fetchJobSpecification();
+    }
+
+    jsPlumb.bind("ready", function() {
+        init();
+    });
+});
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js
new file mode 100644
index 0000000..75c03b4
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/adminconsole/NodeDetailsPage.js
@@ -0,0 +1,258 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+$(function() {
+    $('#tabs').tabs();
+
+    var options = {
+        lines : {
+            show : true,
+            fill : true
+        },
+        points : {
+            show : false
+        },
+        xaxis : {
+            tickDecimals : 0,
+            tickSize : 0
+        }
+    };
+
+    function computeRate(array, rrdPtr) {
+        return (array[(rrdPtr + 1) % array.length] - array[rrdPtr]) / 10;
+    }
+
+    function onDataReceived(data) {
+        var result = data.result;
+        $('#node-id')[0].innerHTML = result['node-id'];
+        $('#arch')[0].innerHTML = result['arch'];
+        $('#os-name')[0].innerHTML = result['os-name'];
+        $('#os-version')[0].innerHTML = result['os-version'];
+        $('#num-processors')[0].innerHTML = result['num-processors'];
+        $('#vm-name')[0].innerHTML = result['vm-name'];
+        $('#vm-version')[0].innerHTML = result['vm-version'];
+        $('#vm-vendor')[0].innerHTML = result['vm-vendor'];
+        $('#classpath')[0].innerHTML = result['classpath'];
+        $('#library-path')[0].innerHTML = result['library-path'];
+        $('#boot-classpath')[0].innerHTML = result['boot-classpath'];
+        var argsHTML = "";
+        var args = result['input-arguments'];
+        for ( var i = 0; i < args.length; ++i) {
+            if (argsHTML != "") {
+                argsHTML += "<br/>";
+            }
+            argsHTML += "<span>" + args[i] + "</span>";
+        }
+        $('#input-arguments')[0].innerHTML = argsHTML;
+        var sysLoad = result['system-load-averages'];
+        var heapUsageInitSizes = result['heap-init-sizes'];
+        var heapUsageUsedSizes = result['heap-used-sizes'];
+        var heapUsageCommittedSizes = result['heap-committed-sizes'];
+        var heapUsageMaxSizes = result['heap-max-sizes'];
+        var nonheapUsageInitSizes = result['nonheap-init-sizes'];
+        var nonheapUsageUsedSizes = result['nonheap-used-sizes'];
+        var nonheapUsageCommittedSizes = result['nonheap-committed-sizes'];
+        var nonheapUsageMaxSizes = result['nonheap-max-sizes'];
+        var threadCounts = result['thread-counts'];
+        var peakThreadCounts = result['peak-thread-counts'];
+        var gcCollectionCounts = result['gc-collection-counts'];
+        var gcCollectionTimes = result['gc-collection-times'];
+        var netPayloadBytesRead = result['net-payload-bytes-read'];
+        var netPayloadBytesWritten = result['net-payload-bytes-written'];
+        var netSignalingBytesRead = result['net-signaling-bytes-read'];
+        var netSignalingBytesWritten = result['net-signaling-bytes-written'];
+        var datasetNetPayloadBytesRead = result['dataset-net-payload-bytes-read'];
+        var datasetNetPayloadBytesWritten = result['dataset-net-payload-bytes-written'];
+        var datasetNetSignalingBytesRead = result['dataset-net-signaling-bytes-read'];
+        var datasetNetSignalingBytesWritten = result['dataset-net-signaling-bytes-written'];
+        var ipcMessagesSent = result['ipc-messages-sent'];
+        var ipcMessageBytesSent = result['ipc-message-bytes-sent'];
+        var ipcMessagesReceived = result['ipc-messages-received'];
+        var ipcMessageBytesReceived = result['ipc-message-bytes-received'];
+
+        var sysLoadArray = [];
+        var heapUsageInitSizesArray = [];
+        var heapUsageUsedSizesArray = [];
+        var heapUsageCommittedSizesArray = [];
+        var heapUsageMaxSizesArray = [];
+        var nonheapUsageInitSizesArray = [];
+        var nonheapUsageUsedSizesArray = [];
+        var nonheapUsageCommittedSizesArray = [];
+        var nonheapUsageMaxSizesArray = [];
+        var threadCountsArray = [];
+        var peakThreadCountsArray = [];
+        var gcCollectionCountsArray = [];
+        var gcCollectionTimesArray = [];
+        var netPayloadReadBWArray = [];
+        var netPayloadWriteBWArray = [];
+        var netSignalingReadBWArray = [];
+        var netSignalingWriteBWArray = [];
+        var ipcMessageSendRateArray = [];
+        var ipcMessageBytesSendRateArray = [];
+        var ipcMessageReceiveRateArray = [];
+        var ipcMessageBytesReceiveRateArray = [];
+        var gcChartsDiv = document.getElementById('gc-charts');
+        for ( var i = 0; i < gcCollectionCounts.length; ++i) {
+            gcCollectionCountsArray.push([]);
+            gcCollectionTimesArray.push([]);
+            var gcCollectionCountDiv = document.createElement('div');
+            gcCollectionCountDiv.id = 'gc-collection-count-' + i;
+            gcCollectionCountDiv.style = "jqplot-target time-chart";
+            gcChartsDiv.appendChild(gcCollectionCountDiv);
+            var gcCollectionTimeDiv = document.createElement('div');
+            gcCollectionTimeDiv.id = 'gc-collection-time-' + i;
+            gcChartsDiv.appendChild(gcCollectionTimeDiv);
+        }
+        var rrdPtr = result['rrd-ptr'];
+        for ( var i = 0; i < sysLoad.length; ++i) {
+            sysLoadArray.push([ i, sysLoad[rrdPtr] ]);
+            heapUsageInitSizesArray.push([ i, heapUsageInitSizes[rrdPtr] / (1024 * 1024) ]);
+            heapUsageUsedSizesArray.push([ i, heapUsageUsedSizes[rrdPtr] / (1024 * 1024) ]);
+            heapUsageCommittedSizesArray.push([ i, heapUsageCommittedSizes[rrdPtr] / (1024 * 1024) ]);
+            heapUsageMaxSizesArray.push([ i, heapUsageMaxSizes[rrdPtr] / (1024 * 1024) ]);
+            nonheapUsageInitSizesArray.push([ i, nonheapUsageInitSizes[rrdPtr] / (1024 * 1024) ]);
+            nonheapUsageUsedSizesArray.push([ i, nonheapUsageUsedSizes[rrdPtr] / (1024 * 1024) ]);
+            nonheapUsageCommittedSizesArray.push([ i, nonheapUsageCommittedSizes[rrdPtr] / (1024 * 1024) ]);
+            nonheapUsageMaxSizesArray.push([ i, nonheapUsageMaxSizes[rrdPtr] / (1024 * 1024) ]);
+            threadCountsArray.push([ i, threadCounts[rrdPtr] ]);
+            peakThreadCountsArray.push([ i, peakThreadCounts[rrdPtr] ]);
+            for ( var j = 0; j < gcCollectionCounts.length; ++j) {
+                gcCollectionCountsArray[j].push([ i, gcCollectionCounts[j][rrdPtr] ]);
+            }
+            for ( var j = 0; j < gcCollectionTimes.length; ++j) {
+                gcCollectionTimesArray[j].push([ i, gcCollectionTimes[j][rrdPtr] ]);
+            }
+            if (i < sysLoad.length - 1) {
+                netPayloadReadBWArray.push([ i, computeRate(netPayloadBytesRead, rrdPtr) ]);
+                netPayloadReadBWArray.push([ i, computeRate(datasetNetPayloadBytesRead, rrdPtr) ]);
+                netPayloadWriteBWArray.push([ i, computeRate(netPayloadBytesWritten, rrdPtr) ]);
+                netPayloadWriteBWArray.push([ i, computeRate(datasetNetPayloadBytesWritten, rrdPtr) ]);
+                netSignalingReadBWArray.push([ i, computeRate(netSignalingBytesRead, rrdPtr) ]);
+                netSignalingReadBWArray.push([ i, computeRate(datasetNetSignalingBytesRead, rrdPtr) ]);
+                netSignalingWriteBWArray.push([ i, computeRate(netSignalingBytesWritten, rrdPtr) ]);
+                netSignalingWriteBWArray.push([ i, computeRate(netSignalingBytesWritten, rrdPtr) ]);
+                ipcMessageSendRateArray.push([ i, computeRate(ipcMessagesSent, rrdPtr) ]);
+                ipcMessageBytesSendRateArray.push([ i, computeRate(ipcMessageBytesSent, rrdPtr) ]);
+                ipcMessageReceiveRateArray.push([ i, computeRate(ipcMessagesReceived, rrdPtr) ]);
+                ipcMessageBytesReceiveRateArray.push([ i, computeRate(ipcMessageBytesReceived, rrdPtr) ]);
+            }
+            rrdPtr = (rrdPtr + 1) % sysLoad.length;
+        }
+
+        $.plot($('#system-load-chart'), [ {
+            label : 'System Load',
+            data : sysLoadArray
+        } ], options);
+
+        var gcNames = result['gc-names'];
+        for ( var i = 0; i < gcCollectionCounts.length; ++i) {
+            $('#gc-collection-count-' + i).addClass("time-chart");
+            $.plot($('#gc-collection-count-' + i), [ {
+                label : gcNames[i] + ' Collection Count',
+                data : gcCollectionCountsArray[i]
+            } ], options);
+
+            $('#gc-collection-time-' + i).addClass("time-chart");
+            $.plot($('#gc-collection-time-' + i), [ {
+                label : gcNames[i] + ' Collection Time (ms)',
+                data : gcCollectionTimesArray[i]
+            } ], options);
+        }
+
+        $.plot($('#heap-usage-chart'), [ {
+            label : 'Heap Usage Initial Size (MB)',
+            data : heapUsageInitSizesArray
+        }, {
+            label : 'Heap Usage Used Size (MB)',
+            data : heapUsageUsedSizesArray
+        }, {
+            label : 'Heap Usage Committed Size (MB)',
+            data : heapUsageCommittedSizesArray
+        }, {
+            label : 'Heap Usage Max Size (MB)',
+            data : heapUsageMaxSizesArray
+        } ], options);
+
+        $.plot($('#nonheap-usage-chart'), [ {
+            label : 'Non-Heap Usage Initial Size (MB)',
+            data : nonheapUsageInitSizesArray
+        }, {
+            label : 'Non-Heap Usage Used Size (MB)',
+            data : nonheapUsageUsedSizesArray
+        }, {
+            label : 'Non-Heap Usage Committed Size (MB)',
+            data : nonheapUsageCommittedSizesArray
+        }, {
+            label : 'Non-Heap Usage Max Size (MB)',
+            data : nonheapUsageMaxSizesArray
+        } ], options);
+
+        $.plot($('#thread-chart'), [ {
+            label : 'Thread Count',
+            data : threadCountsArray
+        }, {
+            label : 'Peak Thread Count',
+            data : peakThreadCountsArray
+        } ], options);
+
+        $.plot($('#net-payload-bandwidth'), [ {
+            label : 'Payload Read Bandwidth (bytes/sec)',
+            data : netPayloadReadBWArray
+        }, {
+            label : 'Payload Write Bandwidth (bytes/sec)',
+            data : netPayloadWriteBWArray
+        } ], options);
+
+        $.plot($('#net-signaling-bandwidth'), [ {
+            label : 'Signaling Read Bandwidth (bytes/sec)',
+            data : netSignalingReadBWArray
+        }, {
+            label : 'Signaling Write Bandwidth (bytes/sec)',
+            data : netSignalingWriteBWArray
+        } ], options);
+
+        $.plot($('#ipc-messages'), [ {
+            label : 'IPC Messages Send Rate (messages/sec)',
+            data : ipcMessageSendRateArray
+        }, {
+            label : 'IPC Messages Receive Rate (messages/sec)',
+            data : ipcMessageReceiveRateArray
+        } ], options);
+
+        $.plot($('#ipc-message-bytes'), [ {
+            label : 'IPC Message Send Bandwidth (bytes/sec)',
+            data : ipcMessageBytesSendRateArray
+        }, {
+            label : 'IPC Message Receive Bandwidth (bytes/sec)',
+            data : ipcMessageBytesReceiveRateArray
+        } ], options);
+    }
+
+    function fetchData() {
+        $.ajax({
+            url : '/rest/nodes/' + $.getURLParam('node-id'),
+            method : 'GET',
+            dataType : 'json',
+            success : onDataReceived
+        });
+
+        setTimeout(fetchData, 10000);
+    }
+
+    fetchData();
+});
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/excanvas.min.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/excanvas.min.js
new file mode 100644
index 0000000..12c74f7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/excanvas.min.js
@@ -0,0 +1 @@
+if(!document.createElement("canvas").getContext){(function(){var z=Math;var K=z.round;var J=z.sin;var U=z.cos;var b=z.abs;var k=z.sqrt;var D=10;var F=D/2;function T(){return this.context_||(this.context_=new W(this))}var O=Array.prototype.slice;function G(i,j,m){var Z=O.call(arguments,2);return function(){return i.apply(j,Z.concat(O.call(arguments)))}}function AD(Z){return String(Z).replace(/&/g,"&amp;").replace(/"/g,"&quot;")}function r(i){if(!i.namespaces.g_vml_){i.namespaces.add("g_vml_","urn:schemas-microsoft-com:vml","#default#VML")}if(!i.namespaces.g_o_){i.namespaces.add("g_o_","urn:schemas-microsoft-com:office:office","#default#VML")}if(!i.styleSheets.ex_canvas_){var Z=i.createStyleSheet();Z.owningElement.id="ex_canvas_";Z.cssText="canvas{display:inline-block;overflow:hidden;text-align:left;width:300px;height:150px}"}}r(document);var E={init:function(Z){if(/MSIE/.test(navigator.userAgent)&&!window.opera){var 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new file mode 100644
index 0000000..7f44c57
--- /dev/null
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new file mode 100644
index 0000000..ccaf240
--- /dev/null
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new file mode 100644
index 0000000..47f3dfb
--- /dev/null
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new file mode 100644
index 0000000..9480c1e
--- /dev/null
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diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/jquery.flot.min.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/jquery.flot.min.js
new file mode 100644
index 0000000..4467fc5
--- /dev/null
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new file mode 100644
index 0000000..b7bf870
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diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery-ui.min.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery-ui.min.js
new file mode 100644
index 0000000..991cb8d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery-ui.min.js
@@ -0,0 +1,356 @@
+/*!
+ * jQuery UI 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI
+ */(function(a,b){function d(b){return!a(b).parents().andSelf().filter(function(){return a.curCSS(this,"visibility")==="hidden"||a.expr.filters.hidden(this)}).length}function c(b,c){var e=b.nodeName.toLowerCase();if("area"===e){var f=b.parentNode,g=f.name,h;if(!b.href||!g||f.nodeName.toLowerCase()!=="map")return!1;h=a("img[usemap=#"+g+"]")[0];return!!h&&d(h)}return(/input|select|textarea|button|object/.test(e)?!b.disabled:"a"==e?b.href||c:c)&&d(b)}a.ui=a.ui||{};a.ui.version||(a.extend(a.ui,{version:"1.8.17",keyCode:{ALT:18,BACKSPACE:8,CAPS_LOCK:20,COMMA:188,COMMAND:91,COMMAND_LEFT:91,COMMAND_RIGHT:93,CONTROL:17,DELETE:46,DOWN:40,END:35,ENTER:13,ESCAPE:27,HOME:36,INSERT:45,LEFT:37,MENU:93,NUMPAD_ADD:107,NUMPAD_DECIMAL:110,NUMPAD_DIVIDE:111,NUMPAD_ENTER:108,NUMPAD_MULTIPLY:106,NUMPAD_SUBTRACT:109,PAGE_DOWN:34,PAGE_UP:33,PERIOD:190,RIGHT:39,SHIFT:16,SPACE:32,TAB:9,UP:38,WINDOWS:91}}),a.fn.extend({propAttr:a.fn.prop||a.fn.attr,_focus:a.fn.focus,focus:function(b,c){return typeof b=="number"?this.each(function(){var d=this;setTimeout(function(){a(d).focus(),c&&c.call(d)},b)}):this._focus.apply(this,arguments)},scrollParent:function(){var b;a.browser.msie&&/(static|relative)/.test(this.css("position"))||/absolute/.test(this.css("position"))?b=this.parents().filter(function(){return/(relative|absolute|fixed)/.test(a.curCSS(this,"position",1))&&/(auto|scroll)/.test(a.curCSS(this,"overflow",1)+a.curCSS(this,"overflow-y",1)+a.curCSS(this,"overflow-x",1))}).eq(0):b=this.parents().filter(function(){return/(auto|scroll)/.test(a.curCSS(this,"overflow",1)+a.curCSS(this,"overflow-y",1)+a.curCSS(this,"overflow-x",1))}).eq(0);return/fixed/.test(this.css("position"))||!b.length?a(document):b},zIndex:function(c){if(c!==b)return this.css("zIndex",c);if(this.length){var d=a(this[0]),e,f;while(d.length&&d[0]!==document){e=d.css("position");if(e==="absolute"||e==="relative"||e==="fixed"){f=parseInt(d.css("zIndex"),10);if(!isNaN(f)&&f!==0)return f}d=d.parent()}}return 0},disableSelection:function(){return this.bind((a.support.selectstart?"selectstart":"mousedown")+".ui-disableSelection",function(a){a.preventDefault()})},enableSelection:function(){return this.unbind(".ui-disableSelection")}}),a.each(["Width","Height"],function(c,d){function h(b,c,d,f){a.each(e,function(){c-=parseFloat(a.curCSS(b,"padding"+this,!0))||0,d&&(c-=parseFloat(a.curCSS(b,"border"+this+"Width",!0))||0),f&&(c-=parseFloat(a.curCSS(b,"margin"+this,!0))||0)});return c}var e=d==="Width"?["Left","Right"]:["Top","Bottom"],f=d.toLowerCase(),g={innerWidth:a.fn.innerWidth,innerHeight:a.fn.innerHeight,outerWidth:a.fn.outerWidth,outerHeight:a.fn.outerHeight};a.fn["inner"+d]=function(c){if(c===b)return g["inner"+d].call(this);return this.each(function(){a(this).css(f,h(this,c)+"px")})},a.fn["outer"+d]=function(b,c){if(typeof b!="number")return g["outer"+d].call(this,b);return this.each(function(){a(this).css(f,h(this,b,!0,c)+"px")})}}),a.extend(a.expr[":"],{data:function(b,c,d){return!!a.data(b,d[3])},focusable:function(b){return c(b,!isNaN(a.attr(b,"tabindex")))},tabbable:function(b){var d=a.attr(b,"tabindex"),e=isNaN(d);return(e||d>=0)&&c(b,!e)}}),a(function(){var b=document.body,c=b.appendChild(c=document.createElement("div"));a.extend(c.style,{minHeight:"100px",height:"auto",padding:0,borderWidth:0}),a.support.minHeight=c.offsetHeight===100,a.support.selectstart="onselectstart"in c,b.removeChild(c).style.display="none"}),a.extend(a.ui,{plugin:{add:function(b,c,d){var e=a.ui[b].prototype;for(var f in d)e.plugins[f]=e.plugins[f]||[],e.plugins[f].push([c,d[f]])},call:function(a,b,c){var d=a.plugins[b];if(!!d&&!!a.element[0].parentNode)for(var e=0;e<d.length;e++)a.options[d[e][0]]&&d[e][1].apply(a.element,c)}},contains:function(a,b){return document.compareDocumentPosition?a.compareDocumentPosition(b)&16:a!==b&&a.contains(b)},hasScroll:function(b,c){if(a(b).css("overflow")==="hidden")return!1;var d=c&&c==="left"?"scrollLeft":"scrollTop",e=!1;if(b[d]>0)return!0;b[d]=1,e=b[d]>0,b[d]=0;return e},isOverAxis:function(a,b,c){return a>b&&a<b+c},isOver:function(b,c,d,e,f,g){return a.ui.isOverAxis(b,d,f)&&a.ui.isOverAxis(c,e,g)}}))})(jQuery);/*!
+ * jQuery UI Widget 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Widget
+ */(function(a,b){if(a.cleanData){var c=a.cleanData;a.cleanData=function(b){for(var d=0,e;(e=b[d])!=null;d++)try{a(e).triggerHandler("remove")}catch(f){}c(b)}}else{var d=a.fn.remove;a.fn.remove=function(b,c){return this.each(function(){c||(!b||a.filter(b,[this]).length)&&a("*",this).add([this]).each(function(){try{a(this).triggerHandler("remove")}catch(b){}});return d.call(a(this),b,c)})}}a.widget=function(b,c,d){var e=b.split(".")[0],f;b=b.split(".")[1],f=e+"-"+b,d||(d=c,c=a.Widget),a.expr[":"][f]=function(c){return!!a.data(c,b)},a[e]=a[e]||{},a[e][b]=function(a,b){arguments.length&&this._createWidget(a,b)};var g=new c;g.options=a.extend(!0,{},g.options),a[e][b].prototype=a.extend(!0,g,{namespace:e,widgetName:b,widgetEventPrefix:a[e][b].prototype.widgetEventPrefix||b,widgetBaseClass:f},d),a.widget.bridge(b,a[e][b])},a.widget.bridge=function(c,d){a.fn[c]=function(e){var f=typeof e=="string",g=Array.prototype.slice.call(arguments,1),h=this;e=!f&&g.length?a.extend.apply(null,[!0,e].concat(g)):e;if(f&&e.charAt(0)==="_")return h;f?this.each(function(){var d=a.data(this,c),f=d&&a.isFunction(d[e])?d[e].apply(d,g):d;if(f!==d&&f!==b){h=f;return!1}}):this.each(function(){var b=a.data(this,c);b?b.option(e||{})._init():a.data(this,c,new d(e,this))});return h}},a.Widget=function(a,b){arguments.length&&this._createWidget(a,b)},a.Widget.prototype={widgetName:"widget",widgetEventPrefix:"",options:{disabled:!1},_createWidget:function(b,c){a.data(c,this.widgetName,this),this.element=a(c),this.options=a.extend(!0,{},this.options,this._getCreateOptions(),b);var d=this;this.element.bind("remove."+this.widgetName,function(){d.destroy()}),this._create(),this._trigger("create"),this._init()},_getCreateOptions:function(){return a.metadata&&a.metadata.get(this.element[0])[this.widgetName]},_create:function(){},_init:function(){},destroy:function(){this.element.unbind("."+this.widgetName).removeData(this.widgetName),this.widget().unbind("."+this.widgetName).removeAttr("aria-disabled").removeClass(this.widgetBaseClass+"-disabled "+"ui-state-disabled")},widget:function(){return this.element},option:function(c,d){var e=c;if(arguments.length===0)return a.extend({},this.options);if(typeof c=="string"){if(d===b)return this.options[c];e={},e[c]=d}this._setOptions(e);return this},_setOptions:function(b){var c=this;a.each(b,function(a,b){c._setOption(a,b)});return this},_setOption:function(a,b){this.options[a]=b,a==="disabled"&&this.widget()[b?"addClass":"removeClass"](this.widgetBaseClass+"-disabled"+" "+"ui-state-disabled").attr("aria-disabled",b);return this},enable:function(){return this._setOption("disabled",!1)},disable:function(){return this._setOption("disabled",!0)},_trigger:function(b,c,d){var e,f,g=this.options[b];d=d||{},c=a.Event(c),c.type=(b===this.widgetEventPrefix?b:this.widgetEventPrefix+b).toLowerCase(),c.target=this.element[0],f=c.originalEvent;if(f)for(e in f)e in c||(c[e]=f[e]);this.element.trigger(c,d);return!(a.isFunction(g)&&g.call(this.element[0],c,d)===!1||c.isDefaultPrevented())}}})(jQuery);/*!
+ * jQuery UI Mouse 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Mouse
+ *
+ * Depends:
+ *	jquery.ui.widget.js
+ */(function(a,b){var c=!1;a(document).mouseup(function(a){c=!1}),a.widget("ui.mouse",{options:{cancel:":input,option",distance:1,delay:0},_mouseInit:function(){var b=this;this.element.bind("mousedown."+this.widgetName,function(a){return b._mouseDown(a)}).bind("click."+this.widgetName,function(c){if(!0===a.data(c.target,b.widgetName+".preventClickEvent")){a.removeData(c.target,b.widgetName+".preventClickEvent"),c.stopImmediatePropagation();return!1}}),this.started=!1},_mouseDestroy:function(){this.element.unbind("."+this.widgetName)},_mouseDown:function(b){if(!c){this._mouseStarted&&this._mouseUp(b),this._mouseDownEvent=b;var d=this,e=b.which==1,f=typeof this.options.cancel=="string"&&b.target.nodeName?a(b.target).closest(this.options.cancel).length:!1;if(!e||f||!this._mouseCapture(b))return!0;this.mouseDelayMet=!this.options.delay,this.mouseDelayMet||(this._mouseDelayTimer=setTimeout(function(){d.mouseDelayMet=!0},this.options.delay));if(this._mouseDistanceMet(b)&&this._mouseDelayMet(b)){this._mouseStarted=this._mouseStart(b)!==!1;if(!this._mouseStarted){b.preventDefault();return!0}}!0===a.data(b.target,this.widgetName+".preventClickEvent")&&a.removeData(b.target,this.widgetName+".preventClickEvent"),this._mouseMoveDelegate=function(a){return d._mouseMove(a)},this._mouseUpDelegate=function(a){return d._mouseUp(a)},a(document).bind("mousemove."+this.widgetName,this._mouseMoveDelegate).bind("mouseup."+this.widgetName,this._mouseUpDelegate),b.preventDefault(),c=!0;return!0}},_mouseMove:function(b){if(a.browser.msie&&!(document.documentMode>=9)&&!b.button)return this._mouseUp(b);if(this._mouseStarted){this._mouseDrag(b);return b.preventDefault()}this._mouseDistanceMet(b)&&this._mouseDelayMet(b)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,b)!==!1,this._mouseStarted?this._mouseDrag(b):this._mouseUp(b));return!this._mouseStarted},_mouseUp:function(b){a(document).unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,b.target==this._mouseDownEvent.target&&a.data(b.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(b));return!1},_mouseDistanceMet:function(a){return Math.max(Math.abs(this._mouseDownEvent.pageX-a.pageX),Math.abs(this._mouseDownEvent.pageY-a.pageY))>=this.options.distance},_mouseDelayMet:function(a){return this.mouseDelayMet},_mouseStart:function(a){},_mouseDrag:function(a){},_mouseStop:function(a){},_mouseCapture:function(a){return!0}})})(jQuery);/*
+ * jQuery UI Position 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Position
+ */(function(a,b){a.ui=a.ui||{};var c=/left|center|right/,d=/top|center|bottom/,e="center",f={},g=a.fn.position,h=a.fn.offset;a.fn.position=function(b){if(!b||!b.of)return g.apply(this,arguments);b=a.extend({},b);var h=a(b.of),i=h[0],j=(b.collision||"flip").split(" "),k=b.offset?b.offset.split(" "):[0,0],l,m,n;i.nodeType===9?(l=h.width(),m=h.height(),n={top:0,left:0}):i.setTimeout?(l=h.width(),m=h.height(),n={top:h.scrollTop(),left:h.scrollLeft()}):i.preventDefault?(b.at="left top",l=m=0,n={top:b.of.pageY,left:b.of.pageX}):(l=h.outerWidth(),m=h.outerHeight(),n=h.offset()),a.each(["my","at"],function(){var a=(b[this]||"").split(" ");a.length===1&&(a=c.test(a[0])?a.concat([e]):d.test(a[0])?[e].concat(a):[e,e]),a[0]=c.test(a[0])?a[0]:e,a[1]=d.test(a[1])?a[1]:e,b[this]=a}),j.length===1&&(j[1]=j[0]),k[0]=parseInt(k[0],10)||0,k.length===1&&(k[1]=k[0]),k[1]=parseInt(k[1],10)||0,b.at[0]==="right"?n.left+=l:b.at[0]===e&&(n.left+=l/2),b.at[1]==="bottom"?n.top+=m:b.at[1]===e&&(n.top+=m/2),n.left+=k[0],n.top+=k[1];return this.each(function(){var c=a(this),d=c.outerWidth(),g=c.outerHeight(),h=parseInt(a.curCSS(this,"marginLeft",!0))||0,i=parseInt(a.curCSS(this,"marginTop",!0))||0,o=d+h+(parseInt(a.curCSS(this,"marginRight",!0))||0),p=g+i+(parseInt(a.curCSS(this,"marginBottom",!0))||0),q=a.extend({},n),r;b.my[0]==="right"?q.left-=d:b.my[0]===e&&(q.left-=d/2),b.my[1]==="bottom"?q.top-=g:b.my[1]===e&&(q.top-=g/2),f.fractions||(q.left=Math.round(q.left),q.top=Math.round(q.top)),r={left:q.left-h,top:q.top-i},a.each(["left","top"],function(c,e){a.ui.position[j[c]]&&a.ui.position[j[c]][e](q,{targetWidth:l,targetHeight:m,elemWidth:d,elemHeight:g,collisionPosition:r,collisionWidth:o,collisionHeight:p,offset:k,my:b.my,at:b.at})}),a.fn.bgiframe&&c.bgiframe(),c.offset(a.extend(q,{using:b.using}))})},a.ui.position={fit:{left:function(b,c){var d=a(window),e=c.collisionPosition.left+c.collisionWidth-d.width()-d.scrollLeft();b.left=e>0?b.left-e:Math.max(b.left-c.collisionPosition.left,b.left)},top:function(b,c){var d=a(window),e=c.collisionPosition.top+c.collisionHeight-d.height()-d.scrollTop();b.top=e>0?b.top-e:Math.max(b.top-c.collisionPosition.top,b.top)}},flip:{left:function(b,c){if(c.at[0]!==e){var d=a(window),f=c.collisionPosition.left+c.collisionWidth-d.width()-d.scrollLeft(),g=c.my[0]==="left"?-c.elemWidth:c.my[0]==="right"?c.elemWidth:0,h=c.at[0]==="left"?c.targetWidth:-c.targetWidth,i=-2*c.offset[0];b.left+=c.collisionPosition.left<0?g+h+i:f>0?g+h+i:0}},top:function(b,c){if(c.at[1]!==e){var d=a(window),f=c.collisionPosition.top+c.collisionHeight-d.height()-d.scrollTop(),g=c.my[1]==="top"?-c.elemHeight:c.my[1]==="bottom"?c.elemHeight:0,h=c.at[1]==="top"?c.targetHeight:-c.targetHeight,i=-2*c.offset[1];b.top+=c.collisionPosition.top<0?g+h+i:f>0?g+h+i:0}}}},a.offset.setOffset||(a.offset.setOffset=function(b,c){/static/.test(a.curCSS(b,"position"))&&(b.style.position="relative");var d=a(b),e=d.offset(),f=parseInt(a.curCSS(b,"top",!0),10)||0,g=parseInt(a.curCSS(b,"left",!0),10)||0,h={top:c.top-e.top+f,left:c.left-e.left+g};"using"in c?c.using.call(b,h):d.css(h)},a.fn.offset=function(b){var c=this[0];if(!c||!c.ownerDocument)return null;if(b)return this.each(function(){a.offset.setOffset(this,b)});return h.call(this)}),function(){var b=document.getElementsByTagName("body")[0],c=document.createElement("div"),d,e,g,h,i;d=document.createElement(b?"div":"body"),g={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},b&&jQuery.extend(g,{position:"absolute",left:"-1000px",top:"-1000px"});for(var j in g)d.style[j]=g[j];d.appendChild(c),e=b||document.documentElement,e.insertBefore(d,e.firstChild),c.style.cssText="position: absolute; left: 10.7432222px; top: 10.432325px; height: 30px; width: 201px;",h=a(c).offset(function(a,b){return b}).offset(),d.innerHTML="",e.removeChild(d),i=h.top+h.left+(b?2e3:0),f.fractions=i>21&&i<22}()})(jQuery);/*
+ * jQuery UI Draggable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Draggables
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.widget.js
+ */(function(a,b){a.widget("ui.draggable",a.ui.mouse,{widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1},_create:function(){this.options.helper=="original"&&!/^(?:r|a|f)/.test(this.element.css("position"))&&(this.element[0].style.position="relative"),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._mouseInit()},destroy:function(){if(!!this.element.data("draggable")){this.element.removeData("draggable").unbind(".draggable").removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._mouseDestroy();return this}},_mouseCapture:function(b){var c=this.options;if(this.helper||c.disabled||a(b.target).is(".ui-resizable-handle"))return!1;this.handle=this._getHandle(b);if(!this.handle)return!1;c.iframeFix&&a(c.iframeFix===!0?"iframe":c.iframeFix).each(function(){a('<div class="ui-draggable-iframeFix" style="background: #fff;"></div>').css({width:this.offsetWidth+"px",height:this.offsetHeight+"px",position:"absolute",opacity:"0.001",zIndex:1e3}).css(a(this).offset()).appendTo("body")});return!0},_mouseStart:function(b){var c=this.options;this.helper=this._createHelper(b),this._cacheHelperProportions(),a.ui.ddmanager&&(a.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(),this.offset=this.positionAbs=this.element.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},a.extend(this.offset,{click:{left:b.pageX-this.offset.left,top:b.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this.position=this._generatePosition(b),this.originalPageX=b.pageX,this.originalPageY=b.pageY,c.cursorAt&&this._adjustOffsetFromHelper(c.cursorAt),c.containment&&this._setContainment();if(this._trigger("start",b)===!1){this._clear();return!1}this._cacheHelperProportions(),a.ui.ddmanager&&!c.dropBehaviour&&a.ui.ddmanager.prepareOffsets(this,b),this.helper.addClass("ui-draggable-dragging"),this._mouseDrag(b,!0),a.ui.ddmanager&&a.ui.ddmanager.dragStart(this,b);return!0},_mouseDrag:function(b,c){this.position=this._generatePosition(b),this.positionAbs=this._convertPositionTo("absolute");if(!c){var d=this._uiHash();if(this._trigger("drag",b,d)===!1){this._mouseUp({});return!1}this.position=d.position}if(!this.options.axis||this.options.axis!="y")this.helper[0].style.left=this.position.left+"px";if(!this.options.axis||this.options.axis!="x")this.helper[0].style.top=this.position.top+"px";a.ui.ddmanager&&a.ui.ddmanager.drag(this,b);return!1},_mouseStop:function(b){var c=!1;a.ui.ddmanager&&!this.options.dropBehaviour&&(c=a.ui.ddmanager.drop(this,b)),this.dropped&&(c=this.dropped,this.dropped=!1);if((!this.element[0]||!this.element[0].parentNode)&&this.options.helper=="original")return!1;if(this.options.revert=="invalid"&&!c||this.options.revert=="valid"&&c||this.options.revert===!0||a.isFunction(this.options.revert)&&this.options.revert.call(this.element,c)){var d=this;a(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){d._trigger("stop",b)!==!1&&d._clear()})}else this._trigger("stop",b)!==!1&&this._clear();return!1},_mouseUp:function(b){this.options.iframeFix===!0&&a("div.ui-draggable-iframeFix").each(function(){this.parentNode.removeChild(this)}),a.ui.ddmanager&&a.ui.ddmanager.dragStop(this,b);return a.ui.mouse.prototype._mouseUp.call(this,b)},cancel:function(){this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear();return this},_getHandle:function(b){var c=!this.options.handle||!a(this.options.handle,this.element).length?!0:!1;a(this.options.handle,this.element).find("*").andSelf().each(function(){this==b.target&&(c=!0)});return c},_createHelper:function(b){var c=this.options,d=a.isFunction(c.helper)?a(c.helper.apply(this.element[0],[b])):c.helper=="clone"?this.element.clone().removeAttr("id"):this.element;d.parents("body").length||d.appendTo(c.appendTo=="parent"?this.element[0].parentNode:c.appendTo),d[0]!=this.element[0]&&!/(fixed|absolute)/.test(d.css("position"))&&d.css("position","absolute");return d},_adjustOffsetFromHelper:function(b){typeof b=="string"&&(b=b.split(" ")),a.isArray(b)&&(b={left:+b[0],top:+b[1]||0}),"left"in b&&(this.offset.click.left=b.left+this.margins.left),"right"in b&&(this.offset.click.left=this.helperProportions.width-b.right+this.margins.left),"top"in b&&(this.offset.click.top=b.top+this.margins.top),"bottom"in b&&(this.offset.click.top=this.helperProportions.height-b.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var b=this.offsetParent.offset();this.cssPosition=="absolute"&&this.scrollParent[0]!=document&&a.ui.contains(this.scrollParent[0],this.offsetParent[0])&&(b.left+=this.scrollParent.scrollLeft(),b.top+=this.scrollParent.scrollTop());if(this.offsetParent[0]==document.body||this.offsetParent[0].tagName&&this.offsetParent[0].tagName.toLowerCase()=="html"&&a.browser.msie)b={top:0,left:0};return{top:b.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:b.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if(this.cssPosition=="relative"){var a=this.element.position();return{top:a.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:a.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var b=this.options;b.containment=="parent"&&(b.containment=this.helper[0].parentNode);if(b.containment=="document"||b.containment=="window")this.containment=[b.containment=="document"?0:a(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,b.containment=="document"?0:a(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,(b.containment=="document"?0:a(window).scrollLeft())+a(b.containment=="document"?document:window).width()-this.helperProportions.width-this.margins.left,(b.containment=="document"?0:a(window).scrollTop())+(a(b.containment=="document"?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top];if(!/^(document|window|parent)$/.test(b.containment)&&b.containment.constructor!=Array){var c=a(b.containment),d=c[0];if(!d)return;var e=c.offset(),f=a(d).css("overflow")!="hidden";this.containment=[(parseInt(a(d).css("borderLeftWidth"),10)||0)+(parseInt(a(d).css("paddingLeft"),10)||0),(parseInt(a(d).css("borderTopWidth"),10)||0)+(parseInt(a(d).css("paddingTop"),10)||0),(f?Math.max(d.scrollWidth,d.offsetWidth):d.offsetWidth)-(parseInt(a(d).css("borderLeftWidth"),10)||0)-(parseInt(a(d).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(f?Math.max(d.scrollHeight,d.offsetHeight):d.offsetHeight)-(parseInt(a(d).css("borderTopWidth"),10)||0)-(parseInt(a(d).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relative_container=c}else b.containment.constructor==Array&&(this.containment=b.containment)},_convertPositionTo:function(b,c){c||(c=this.position);var d=b=="absolute"?1:-1,e=this.options,f=this.cssPosition=="absolute"&&(this.scrollParent[0]==document||!a.ui.contains(this.scrollParent[0],this.offsetParent[0]))?this.offsetParent:this.scrollParent,g=/(html|body)/i.test(f[0].tagName);return{top:c.top+this.offset.relative.top*d+this.offset.parent.top*d-(a.browser.safari&&a.browser.version<526&&this.cssPosition=="fixed"?0:(this.cssPosition=="fixed"?-this.scrollParent.scrollTop():g?0:f.scrollTop())*d),left:c.left+this.offset.relative.left*d+this.offset.parent.left*d-(a.browser.safari&&a.browser.version<526&&this.cssPosition=="fixed"?0:(this.cssPosition=="fixed"?-this.scrollParent.scrollLeft():g?0:f.scrollLeft())*d)}},_generatePosition:function(b){var c=this.options,d=this.cssPosition=="absolute"&&(this.scrollParent[0]==document||!a.ui.contains(this.scrollParent[0],this.offsetParent[0]))?this.offsetParent:this.scrollParent,e=/(html|body)/i.test(d[0].tagName),f=b.pageX,g=b.pageY;if(this.originalPosition){var h;if(this.containment){if(this.relative_container){var i=this.relative_container.offset();h=[this.containment[0]+i.left,this.containment[1]+i.top,this.containment[2]+i.left,this.containment[3]+i.top]}else h=this.containment;b.pageX-this.offset.click.left<h[0]&&(f=h[0]+this.offset.click.left),b.pageY-this.offset.click.top<h[1]&&(g=h[1]+this.offset.click.top),b.pageX-this.offset.click.left>h[2]&&(f=h[2]+this.offset.click.left),b.pageY-this.offset.click.top>h[3]&&(g=h[3]+this.offset.click.top)}if(c.grid){var j=c.grid[1]?this.originalPageY+Math.round((g-this.originalPageY)/c.grid[1])*c.grid[1]:this.originalPageY;g=h?j-this.offset.click.top<h[1]||j-this.offset.click.top>h[3]?j-this.offset.click.top<h[1]?j+c.grid[1]:j-c.grid[1]:j:j;var k=c.grid[0]?this.originalPageX+Math.round((f-this.originalPageX)/c.grid[0])*c.grid[0]:this.originalPageX;f=h?k-this.offset.click.left<h[0]||k-this.offset.click.left>h[2]?k-this.offset.click.left<h[0]?k+c.grid[0]:k-c.grid[0]:k:k}}return{top:g-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+(a.browser.safari&&a.browser.version<526&&this.cssPosition=="fixed"?0:this.cssPosition=="fixed"?-this.scrollParent.scrollTop():e?0:d.scrollTop()),left:f-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+(a.browser.safari&&a.browser.version<526&&this.cssPosition=="fixed"?0:this.cssPosition=="fixed"?-this.scrollParent.scrollLeft():e?0:d.scrollLeft())}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]!=this.element[0]&&!this.cancelHelperRemoval&&this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1},_trigger:function(b,c,d){d=d||this._uiHash(),a.ui.plugin.call(this,b,[c,d]),b=="drag"&&(this.positionAbs=this._convertPositionTo("absolute"));return a.Widget.prototype._trigger.call(this,b,c,d)},plugins:{},_uiHash:function(a){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),a.extend(a.ui.draggable,{version:"1.8.17"}),a.ui.plugin.add("draggable","connectToSortable",{start:function(b,c){var d=a(this).data("draggable"),e=d.options,f=a.extend({},c,{item:d.element});d.sortables=[],a(e.connectToSortable).each(function(){var c=a.data(this,"sortable");c&&!c.options.disabled&&(d.sortables.push({instance:c,shouldRevert:c.options.revert}),c.refreshPositions(),c._trigger("activate",b,f))})},stop:function(b,c){var d=a(this).data("draggable"),e=a.extend({},c,{item:d.element});a.each(d.sortables,function(){this.instance.isOver?(this.instance.isOver=0,d.cancelHelperRemoval=!0,this.instance.cancelHelperRemoval=!1,this.shouldRevert&&(this.instance.options.revert=!0),this.instance._mouseStop(b),this.instance.options.helper=this.instance.options._helper,d.options.helper=="original"&&this.instance.currentItem.css({top:"auto",left:"auto"})):(this.instance.cancelHelperRemoval=!1,this.instance._trigger("deactivate",b,e))})},drag:function(b,c){var d=a(this).data("draggable"),e=this,f=function(b){var c=this.offset.click.top,d=this.offset.click.left,e=this.positionAbs.top,f=this.positionAbs.left,g=b.height,h=b.width,i=b.top,j=b.left;return a.ui.isOver(e+c,f+d,i,j,g,h)};a.each(d.sortables,function(f){this.instance.positionAbs=d.positionAbs,this.instance.helperProportions=d.helperProportions,this.instance.offset.click=d.offset.click,this.instance._intersectsWith(this.instance.containerCache)?(this.instance.isOver||(this.instance.isOver=1,this.instance.currentItem=a(e).clone().removeAttr("id").appendTo(this.instance.element).data("sortable-item",!0),this.instance.options._helper=this.instance.options.helper,this.instance.options.helper=function(){return c.helper[0]},b.target=this.instance.currentItem[0],this.instance._mouseCapture(b,!0),this.instance._mouseStart(b,!0,!0),this.instance.offset.click.top=d.offset.click.top,this.instance.offset.click.left=d.offset.click.left,this.instance.offset.parent.left-=d.offset.parent.left-this.instance.offset.parent.left,this.instance.offset.parent.top-=d.offset.parent.top-this.instance.offset.parent.top,d._trigger("toSortable",b),d.dropped=this.instance.element,d.currentItem=d.element,this.instance.fromOutside=d),this.instance.currentItem&&this.instance._mouseDrag(b)):this.instance.isOver&&(this.instance.isOver=0,this.instance.cancelHelperRemoval=!0,this.instance.options.revert=!1,this.instance._trigger("out",b,this.instance._uiHash(this.instance)),this.instance._mouseStop(b,!0),this.instance.options.helper=this.instance.options._helper,this.instance.currentItem.remove(),this.instance.placeholder&&this.instance.placeholder.remove(),d._trigger("fromSortable",b),d.dropped=!1)})}}),a.ui.plugin.add("draggable","cursor",{start:function(b,c){var d=a("body"),e=a(this).data("draggable").options;d.css("cursor")&&(e._cursor=d.css("cursor")),d.css("cursor",e.cursor)},stop:function(b,c){var d=a(this).data("draggable").options;d._cursor&&a("body").css("cursor",d._cursor)}}),a.ui.plugin.add("draggable","opacity",{start:function(b,c){var d=a(c.helper),e=a(this).data("draggable").options;d.css("opacity")&&(e._opacity=d.css("opacity")),d.css("opacity",e.opacity)},stop:function(b,c){var d=a(this).data("draggable").options;d._opacity&&a(c.helper).css("opacity",d._opacity)}}),a.ui.plugin.add("draggable","scroll",{start:function(b,c){var d=a(this).data("draggable");d.scrollParent[0]!=document&&d.scrollParent[0].tagName!="HTML"&&(d.overflowOffset=d.scrollParent.offset())},drag:function(b,c){var d=a(this).data("draggable"),e=d.options,f=!1;if(d.scrollParent[0]!=document&&d.scrollParent[0].tagName!="HTML"){if(!e.axis||e.axis!="x")d.overflowOffset.top+d.scrollParent[0].offsetHeight-b.pageY<e.scrollSensitivity?d.scrollParent[0].scrollTop=f=d.scrollParent[0].scrollTop+e.scrollSpeed:b.pageY-d.overflowOffset.top<e.scrollSensitivity&&(d.scrollParent[0].scrollTop=f=d.scrollParent[0].scrollTop-e.scrollSpeed);if(!e.axis||e.axis!="y")d.overflowOffset.left+d.scrollParent[0].offsetWidth-b.pageX<e.scrollSensitivity?d.scrollParent[0].scrollLeft=f=d.scrollParent[0].scrollLeft+e.scrollSpeed:b.pageX-d.overflowOffset.left<e.scrollSensitivity&&(d.scrollParent[0].scrollLeft=f=d.scrollParent[0].scrollLeft-e.scrollSpeed)}else{if(!e.axis||e.axis!="x")b.pageY-a(document).scrollTop()<e.scrollSensitivity?f=a(document).scrollTop(a(document).scrollTop()-e.scrollSpeed):a(window).height()-(b.pageY-a(document).scrollTop())<e.scrollSensitivity&&(f=a(document).scrollTop(a(document).scrollTop()+e.scrollSpeed));if(!e.axis||e.axis!="y")b.pageX-a(document).scrollLeft()<e.scrollSensitivity?f=a(document).scrollLeft(a(document).scrollLeft()-e.scrollSpeed):a(window).width()-(b.pageX-a(document).scrollLeft())<e.scrollSensitivity&&(f=a(document).scrollLeft(a(document).scrollLeft()+e.scrollSpeed))}f!==!1&&a.ui.ddmanager&&!e.dropBehaviour&&a.ui.ddmanager.prepareOffsets(d,b)}}),a.ui.plugin.add("draggable","snap",{start:function(b,c){var d=a(this).data("draggable"),e=d.options;d.snapElements=[],a(e.snap.constructor!=String?e.snap.items||":data(draggable)":e.snap).each(function(){var b=a(this),c=b.offset();this!=d.element[0]&&d.snapElements.push({item:this,width:b.outerWidth(),height:b.outerHeight(),top:c.top,left:c.left})})},drag:function(b,c){var d=a(this).data("draggable"),e=d.options,f=e.snapTolerance,g=c.offset.left,h=g+d.helperProportions.width,i=c.offset.top,j=i+d.helperProportions.height;for(var k=d.snapElements.length-1;k>=0;k--){var l=d.snapElements[k].left,m=l+d.snapElements[k].width,n=d.snapElements[k].top,o=n+d.snapElements[k].height;if(!(l-f<g&&g<m+f&&n-f<i&&i<o+f||l-f<g&&g<m+f&&n-f<j&&j<o+f||l-f<h&&h<m+f&&n-f<i&&i<o+f||l-f<h&&h<m+f&&n-f<j&&j<o+f)){d.snapElements[k].snapping&&d.options.snap.release&&d.options.snap.release.call(d.element,b,a.extend(d._uiHash(),{snapItem:d.snapElements[k].item})),d.snapElements[k].snapping=!1;continue}if(e.snapMode!="inner"){var p=Math.abs(n-j)<=f,q=Math.abs(o-i)<=f,r=Math.abs(l-h)<=f,s=Math.abs(m-g)<=f;p&&(c.position.top=d._convertPositionTo("relative",{top:n-d.helperProportions.height,left:0}).top-d.margins.top),q&&(c.position.top=d._convertPositionTo("relative",{top:o,left:0}).top-d.margins.top),r&&(c.position.left=d._convertPositionTo("relative",{top:0,left:l-d.helperProportions.width}).left-d.margins.left),s&&(c.position.left=d._convertPositionTo("relative",{top:0,left:m}).left-d.margins.left)}var t=p||q||r||s;if(e.snapMode!="outer"){var p=Math.abs(n-i)<=f,q=Math.abs(o-j)<=f,r=Math.abs(l-g)<=f,s=Math.abs(m-h)<=f;p&&(c.position.top=d._convertPositionTo("relative",{top:n,left:0}).top-d.margins.top),q&&(c.position.top=d._convertPositionTo("relative",{top:o-d.helperProportions.height,left:0}).top-d.margins.top),r&&(c.position.left=d._convertPositionTo("relative",{top:0,left:l}).left-d.margins.left),s&&(c.position.left=d._convertPositionTo("relative",{top:0,left:m-d.helperProportions.width}).left-d.margins.left)}!d.snapElements[k].snapping&&(p||q||r||s||t)&&d.options.snap.snap&&d.options.snap.snap.call(d.element,b,a.extend(d._uiHash(),{snapItem:d.snapElements[k].item})),d.snapElements[k].snapping=p||q||r||s||t}}}),a.ui.plugin.add("draggable","stack",{start:function(b,c){var d=a(this).data("draggable").options,e=a.makeArray(a(d.stack)).sort(function(b,c){return(parseInt(a(b).css("zIndex"),10)||0)-(parseInt(a(c).css("zIndex"),10)||0)});if(!!e.length){var f=parseInt(e[0].style.zIndex)||0;a(e).each(function(a){this.style.zIndex=f+a}),this[0].style.zIndex=f+e.length}}}),a.ui.plugin.add("draggable","zIndex",{start:function(b,c){var d=a(c.helper),e=a(this).data("draggable").options;d.css("zIndex")&&(e._zIndex=d.css("zIndex")),d.css("zIndex",e.zIndex)},stop:function(b,c){var d=a(this).data("draggable").options;d._zIndex&&a(c.helper).css("zIndex",d._zIndex)}})})(jQuery);/*
+ * jQuery UI Droppable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Droppables
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.draggable.js
+ */(function(a,b){a.widget("ui.droppable",{widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect"},_create:function(){var b=this.options,c=b.accept;this.isover=0,this.isout=1,this.accept=a.isFunction(c)?c:function(a){return a.is(c)},this.proportions={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight},a.ui.ddmanager.droppables[b.scope]=a.ui.ddmanager.droppables[b.scope]||[],a.ui.ddmanager.droppables[b.scope].push(this),b.addClasses&&this.element.addClass("ui-droppable")},destroy:function(){var b=a.ui.ddmanager.droppables[this.options.scope];for(var c=0;c<b.length;c++)b[c]==this&&b.splice(c,1);this.element.removeClass("ui-droppable ui-droppable-disabled").removeData("droppable").unbind(".droppable");return this},_setOption:function(b,c){b=="accept"&&(this.accept=a.isFunction(c)?c:function(a){return a.is(c)}),a.Widget.prototype._setOption.apply(this,arguments)},_activate:function(b){var c=a.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),c&&this._trigger("activate",b,this.ui(c))},_deactivate:function(b){var c=a.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),c&&this._trigger("deactivate",b,this.ui(c))},_over:function(b){var c=a.ui.ddmanager.current;!!c&&(c.currentItem||c.element)[0]!=this.element[0]&&this.accept.call(this.element[0],c.currentItem||c.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",b,this.ui(c)))},_out:function(b){var c=a.ui.ddmanager.current;!!c&&(c.currentItem||c.element)[0]!=this.element[0]&&this.accept.call(this.element[0],c.currentItem||c.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",b,this.ui(c)))},_drop:function(b,c){var d=c||a.ui.ddmanager.current;if(!d||(d.currentItem||d.element)[0]==this.element[0])return!1;var e=!1;this.element.find(":data(droppable)").not(".ui-draggable-dragging").each(function(){var b=a.data(this,"droppable");if(b.options.greedy&&!b.options.disabled&&b.options.scope==d.options.scope&&b.accept.call(b.element[0],d.currentItem||d.element)&&a.ui.intersect(d,a.extend(b,{offset:b.element.offset()}),b.options.tolerance)){e=!0;return!1}});if(e)return!1;if(this.accept.call(this.element[0],d.currentItem||d.element)){this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",b,this.ui(d));return this.element}return!1},ui:function(a){return{draggable:a.currentItem||a.element,helper:a.helper,position:a.position,offset:a.positionAbs}}}),a.extend(a.ui.droppable,{version:"1.8.17"}),a.ui.intersect=function(b,c,d){if(!c.offset)return!1;var e=(b.positionAbs||b.position.absolute).left,f=e+b.helperProportions.width,g=(b.positionAbs||b.position.absolute).top,h=g+b.helperProportions.height,i=c.offset.left,j=i+c.proportions.width,k=c.offset.top,l=k+c.proportions.height;switch(d){case"fit":return i<=e&&f<=j&&k<=g&&h<=l;case"intersect":return i<e+b.helperProportions.width/2&&f-b.helperProportions.width/2<j&&k<g+b.helperProportions.height/2&&h-b.helperProportions.height/2<l;case"pointer":var m=(b.positionAbs||b.position.absolute).left+(b.clickOffset||b.offset.click).left,n=(b.positionAbs||b.position.absolute).top+(b.clickOffset||b.offset.click).top,o=a.ui.isOver(n,m,k,i,c.proportions.height,c.proportions.width);return o;case"touch":return(g>=k&&g<=l||h>=k&&h<=l||g<k&&h>l)&&(e>=i&&e<=j||f>=i&&f<=j||e<i&&f>j);default:return!1}},a.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(b,c){var d=a.ui.ddmanager.droppables[b.options.scope]||[],e=c?c.type:null,f=(b.currentItem||b.element).find(":data(droppable)").andSelf();droppablesLoop:for(var g=0;g<d.length;g++){if(d[g].options.disabled||b&&!d[g].accept.call(d[g].element[0],b.currentItem||b.element))continue;for(var h=0;h<f.length;h++)if(f[h]==d[g].element[0]){d[g].proportions.height=0;continue droppablesLoop}d[g].visible=d[g].element.css("display")!="none";if(!d[g].visible)continue;e=="mousedown"&&d[g]._activate.call(d[g],c),d[g].offset=d[g].element.offset(),d[g].proportions={width:d[g].element[0].offsetWidth,height:d[g].element[0].offsetHeight}}},drop:function(b,c){var d=!1;a.each(a.ui.ddmanager.droppables[b.options.scope]||[],function(){!this.options||(!this.options.disabled&&this.visible&&a.ui.intersect(b,this,this.options.tolerance)&&(d=this._drop.call(this,c)||d),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],b.currentItem||b.element)&&(this.isout=1,this.isover=0,this._deactivate.call(this,c)))});return d},dragStart:function(b,c){b.element.parents(":not(body,html)").bind("scroll.droppable",function(){b.options.refreshPositions||a.ui.ddmanager.prepareOffsets(b,c)})},drag:function(b,c){b.options.refreshPositions&&a.ui.ddmanager.prepareOffsets(b,c),a.each(a.ui.ddmanager.droppables[b.options.scope]||[],function(){if(!(this.options.disabled||this.greedyChild||!this.visible)){var d=a.ui.intersect(b,this,this.options.tolerance),e=!d&&this.isover==1?"isout":d&&this.isover==0?"isover":null;if(!e)return;var f;if(this.options.greedy){var g=this.element.parents(":data(droppable):eq(0)");g.length&&(f=a.data(g[0],"droppable"),f.greedyChild=e=="isover"?1:0)}f&&e=="isover"&&(f.isover=0,f.isout=1,f._out.call(f,c)),this[e]=1,this[e=="isout"?"isover":"isout"]=0,this[e=="isover"?"_over":"_out"].call(this,c),f&&e=="isout"&&(f.isout=0,f.isover=1,f._over.call(f,c))}})},dragStop:function(b,c){b.element.parents(":not(body,html)").unbind("scroll.droppable"),b.options.refreshPositions||a.ui.ddmanager.prepareOffsets(b,c)}}})(jQuery);/*
+ * jQuery UI Resizable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Resizables
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.widget.js
+ */(function(a,b){a.widget("ui.resizable",a.ui.mouse,{widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:1e3},_create:function(){var b=this,c=this.options;this.element.addClass("ui-resizable"),a.extend(this,{_aspectRatio:!!c.aspectRatio,aspectRatio:c.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:c.helper||c.ghost||c.animate?c.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/canvas|textarea|input|select|button|img/i)&&(/relative/.test(this.element.css("position"))&&a.browser.opera&&this.element.css({position:"relative",top:"auto",left:"auto"}),this.element.wrap(a('<div class="ui-wrapper" style="overflow: hidden;"></div>').css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("resizable",this.element.data("resizable")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=c.handles||(a(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se");if(this.handles.constructor==String){this.handles=="all"&&(this.handles="n,e,s,w,se,sw,ne,nw");var d=this.handles.split(",");this.handles={};for(var e=0;e<d.length;e++){var f=a.trim(d[e]),g="ui-resizable-"+f,h=a('<div class="ui-resizable-handle '+g+'"></div>');/sw|se|ne|nw/.test(f)&&h.css({zIndex:++c.zIndex}),"se"==f&&h.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[f]=".ui-resizable-"+f,this.element.append(h)}}this._renderAxis=function(b){b=b||this.element;for(var c in this.handles){this.handles[c].constructor==String&&(this.handles[c]=a(this.handles[c],this.element).show());if(this.elementIsWrapper&&this.originalElement[0].nodeName.match(/textarea|input|select|button/i)){var d=a(this.handles[c],this.element),e=0;e=/sw|ne|nw|se|n|s/.test(c)?d.outerHeight():d.outerWidth();var f=["padding",/ne|nw|n/.test(c)?"Top":/se|sw|s/.test(c)?"Bottom":/^e$/.test(c)?"Right":"Left"].join("");b.css(f,e),this._proportionallyResize()}if(!a(this.handles[c]).length)continue}},this._renderAxis(this.element),this._handles=a(".ui-resizable-handle",this.element).disableSelection(),this._handles.mouseover(function(){if(!b.resizing){if(this.className)var a=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i);b.axis=a&&a[1]?a[1]:"se"}}),c.autoHide&&(this._handles.hide(),a(this.element).addClass("ui-resizable-autohide").hover(function(){c.disabled||(a(this).removeClass("ui-resizable-autohide"),b._handles.show())},function(){c.disabled||b.resizing||(a(this).addClass("ui-resizable-autohide"),b._handles.hide())})),this._mouseInit()},destroy:function(){this._mouseDestroy();var b=function(b){a(b).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};if(this.elementIsWrapper){b(this.element);var c=this.element;c.after(this.originalElement.css({position:c.css("position"),width:c.outerWidth(),height:c.outerHeight(),top:c.css("top"),left:c.css("left")})).remove()}this.originalElement.css("resize",this.originalResizeStyle),b(this.originalElement);return this},_mouseCapture:function(b){var c=!1;for(var d in this.handles)a(this.handles[d])[0]==b.target&&(c=!0);return!this.options.disabled&&c},_mouseStart:function(b){var d=this.options,e=this.element.position(),f=this.element;this.resizing=!0,this.documentScroll={top:a(document).scrollTop(),left:a(document).scrollLeft()},(f.is(".ui-draggable")||/absolute/.test(f.css("position")))&&f.css({position:"absolute",top:e.top,left:e.left}),a.browser.opera&&/relative/.test(f.css("position"))&&f.css({position:"relative",top:"auto",left:"auto"}),this._renderProxy();var g=c(this.helper.css("left")),h=c(this.helper.css("top"));d.containment&&(g+=a(d.containment).scrollLeft()||0,h+=a(d.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:g,top:h},this.size=this._helper?{width:f.outerWidth(),height:f.outerHeight()}:{width:f.width(),height:f.height()},this.originalSize=this._helper?{width:f.outerWidth(),height:f.outerHeight()}:{width:f.width(),height:f.height()},this.originalPosition={left:g,top:h},this.sizeDiff={width:f.outerWidth()-f.width(),height:f.outerHeight()-f.height()},this.originalMousePosition={left:b.pageX,top:b.pageY},this.aspectRatio=typeof d.aspectRatio=="number"?d.aspectRatio:this.originalSize.width/this.originalSize.height||1;var i=a(".ui-resizable-"+this.axis).css("cursor");a("body").css("cursor",i=="auto"?this.axis+"-resize":i),f.addClass("ui-resizable-resizing"),this._propagate("start",b);return!0},_mouseDrag:function(b){var c=this.helper,d=this.options,e={},f=this,g=this.originalMousePosition,h=this.axis,i=b.pageX-g.left||0,j=b.pageY-g.top||0,k=this._change[h];if(!k)return!1;var l=k.apply(this,[b,i,j]),m=a.browser.msie&&a.browser.version<7,n=this.sizeDiff;this._updateVirtualBoundaries(b.shiftKey);if(this._aspectRatio||b.shiftKey)l=this._updateRatio(l,b);l=this._respectSize(l,b),this._propagate("resize",b),c.css({top:this.position.top+"px",left:this.position.left+"px",width:this.size.width+"px",height:this.size.height+"px"}),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),this._updateCache(l),this._trigger("resize",b,this.ui());return!1},_mouseStop:function(b){this.resizing=!1;var c=this.options,d=this;if(this._helper){var e=this._proportionallyResizeElements,f=e.length&&/textarea/i.test(e[0].nodeName),g=f&&a.ui.hasScroll(e[0],"left")?0:d.sizeDiff.height,h=f?0:d.sizeDiff.width,i={width:d.helper.width()-h,height:d.helper.height()-g},j=parseInt(d.element.css("left"),10)+(d.position.left-d.originalPosition.left)||null,k=parseInt(d.element.css("top"),10)+(d.position.top-d.originalPosition.top)||null;c.animate||this.element.css(a.extend(i,{top:k,left:j})),d.helper.height(d.size.height),d.helper.width(d.size.width),this._helper&&!c.animate&&this._proportionallyResize()}a("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",b),this._helper&&this.helper.remove();return!1},_updateVirtualBoundaries:function(a){var b=this.options,c,e,f,g,h;h={minWidth:d(b.minWidth)?b.minWidth:0,maxWidth:d(b.maxWidth)?b.maxWidth:Infinity,minHeight:d(b.minHeight)?b.minHeight:0,maxHeight:d(b.maxHeight)?b.maxHeight:Infinity};if(this._aspectRatio||a)c=h.minHeight*this.aspectRatio,f=h.minWidth/this.aspectRatio,e=h.maxHeight*this.aspectRatio,g=h.maxWidth/this.aspectRatio,c>h.minWidth&&(h.minWidth=c),f>h.minHeight&&(h.minHeight=f),e<h.maxWidth&&(h.maxWidth=e),g<h.maxHeight&&(h.maxHeight=g);this._vBoundaries=h},_updateCache:function(a){var b=this.options;this.offset=this.helper.offset(),d(a.left)&&(this.position.left=a.left),d(a.top)&&(this.position.top=a.top),d(a.height)&&(this.size.height=a.height),d(a.width)&&(this.size.width=a.width)},_updateRatio:function(a,b){var c=this.options,e=this.position,f=this.size,g=this.axis;d(a.height)?a.width=a.height*this.aspectRatio:d(a.width)&&(a.height=a.width/this.aspectRatio),g=="sw"&&(a.left=e.left+(f.width-a.width),a.top=null),g=="nw"&&(a.top=e.top+(f.height-a.height),a.left=e.left+(f.width-a.width));return a},_respectSize:function(a,b){var c=this.helper,e=this._vBoundaries,f=this._aspectRatio||b.shiftKey,g=this.axis,h=d(a.width)&&e.maxWidth&&e.maxWidth<a.width,i=d(a.height)&&e.maxHeight&&e.maxHeight<a.height,j=d(a.width)&&e.minWidth&&e.minWidth>a.width,k=d(a.height)&&e.minHeight&&e.minHeight>a.height;j&&(a.width=e.minWidth),k&&(a.height=e.minHeight),h&&(a.width=e.maxWidth),i&&(a.height=e.maxHeight);var l=this.originalPosition.left+this.originalSize.width,m=this.position.top+this.size.height,n=/sw|nw|w/.test(g),o=/nw|ne|n/.test(g);j&&n&&(a.left=l-e.minWidth),h&&n&&(a.left=l-e.maxWidth),k&&o&&(a.top=m-e.minHeight),i&&o&&(a.top=m-e.maxHeight);var p=!a.width&&!a.height;p&&!a.left&&a.top?a.top=null:p&&!a.top&&a.left&&(a.left=null);return a},_proportionallyResize:function(){var b=this.options;if(!!this._proportionallyResizeElements.length){var c=this.helper||this.element;for(var d=0;d<this._proportionallyResizeElements.length;d++){var e=this._proportionallyResizeElements[d];if(!this.borderDif){var f=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],g=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];this.borderDif=a.map(f,function(a,b){var c=parseInt(a,10)||0,d=parseInt(g[b],10)||0;return c+d})}if(a.browser.msie&&(!!a(c).is(":hidden")||!!a(c).parents(":hidden").length))continue;e.css({height:c.height()-this.borderDif[0]-this.borderDif[2]||0,width:c.width()-this.borderDif[1]-this.borderDif[3]||0})}}},_renderProxy:function(){var b=this.element,c=this.options;this.elementOffset=b.offset();if(this._helper){this.helper=this.helper||a('<div 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a.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[b,c,d]))},ne:function(b,c,d){return a.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[b,c,d]))},nw:function(b,c,d){return a.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[b,c,d]))}},_propagate:function(b,c){a.ui.plugin.call(this,b,[c,this.ui()]),b!="resize"&&this._trigger(b,c,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),a.extend(a.ui.resizable,{version:"1.8.17"}),a.ui.plugin.add("resizable","alsoResize",{start:function(b,c){var d=a(this).data("resizable"),e=d.options,f=function(b){a(b).each(function(){var b=a(this);b.data("resizable-alsoresize",{width:parseInt(b.width(),10),height:parseInt(b.height(),10),left:parseInt(b.css("left"),10),top:parseInt(b.css("top"),10),position:b.css("position")})})};typeof e.alsoResize=="object"&&!e.alsoResize.parentNode?e.alsoResize.length?(e.alsoResize=e.alsoResize[0],f(e.alsoResize)):a.each(e.alsoResize,function(a){f(a)}):f(e.alsoResize)},resize:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d.originalSize,g=d.originalPosition,h={height:d.size.height-f.height||0,width:d.size.width-f.width||0,top:d.position.top-g.top||0,left:d.position.left-g.left||0},i=function(b,e){a(b).each(function(){var b=a(this),f=a(this).data("resizable-alsoresize"),g={},i=e&&e.length?e:b.parents(c.originalElement[0]).length?["width","height"]:["width","height","top","left"];a.each(i,function(a,b){var c=(f[b]||0)+(h[b]||0);c&&c>=0&&(g[b]=c||null)}),a.browser.opera&&/relative/.test(b.css("position"))&&(d._revertToRelativePosition=!0,b.css({position:"absolute",top:"auto",left:"auto"})),b.css(g)})};typeof e.alsoResize=="object"&&!e.alsoResize.nodeType?a.each(e.alsoResize,function(a,b){i(a,b)}):i(e.alsoResize)},stop:function(b,c){var d=a(this).data("resizable"),e=d.options,f=function(b){a(b).each(function(){var b=a(this);b.css({position:b.data("resizable-alsoresize").position})})};d._revertToRelativePosition&&(d._revertToRelativePosition=!1,typeof e.alsoResize=="object"&&!e.alsoResize.nodeType?a.each(e.alsoResize,function(a){f(a)}):f(e.alsoResize)),a(this).removeData("resizable-alsoresize")}}),a.ui.plugin.add("resizable","animate",{stop:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d._proportionallyResizeElements,g=f.length&&/textarea/i.test(f[0].nodeName),h=g&&a.ui.hasScroll(f[0],"left")?0:d.sizeDiff.height,i=g?0:d.sizeDiff.width,j={width:d.size.width-i,height:d.size.height-h},k=parseInt(d.element.css("left"),10)+(d.position.left-d.originalPosition.left)||null,l=parseInt(d.element.css("top"),10)+(d.position.top-d.originalPosition.top)||null;d.element.animate(a.extend(j,l&&k?{top:l,left:k}:{}),{duration:e.animateDuration,easing:e.animateEasing,step:function(){var c={width:parseInt(d.element.css("width"),10),height:parseInt(d.element.css("height"),10),top:parseInt(d.element.css("top"),10),left:parseInt(d.element.css("left"),10)};f&&f.length&&a(f[0]).css({width:c.width,height:c.height}),d._updateCache(c),d._propagate("resize",b)}})}}),a.ui.plugin.add("resizable","containment",{start:function(b,d){var e=a(this).data("resizable"),f=e.options,g=e.element,h=f.containment,i=h instanceof a?h.get(0):/parent/.test(h)?g.parent().get(0):h;if(!!i){e.containerElement=a(i);if(/document/.test(h)||h==document)e.containerOffset={left:0,top:0},e.containerPosition={left:0,top:0},e.parentData={element:a(document),left:0,top:0,width:a(document).width(),height:a(document).height()||document.body.parentNode.scrollHeight};else{var j=a(i),k=[];a(["Top","Right","Left","Bottom"]).each(function(a,b){k[a]=c(j.css("padding"+b))}),e.containerOffset=j.offset(),e.containerPosition=j.position(),e.containerSize={height:j.innerHeight()-k[3],width:j.innerWidth()-k[1]};var l=e.containerOffset,m=e.containerSize.height,n=e.containerSize.width,o=a.ui.hasScroll(i,"left")?i.scrollWidth:n,p=a.ui.hasScroll(i)?i.scrollHeight:m;e.parentData={element:i,left:l.left,top:l.top,width:o,height:p}}}},resize:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d.containerSize,g=d.containerOffset,h=d.size,i=d.position,j=d._aspectRatio||b.shiftKey,k={top:0,left:0},l=d.containerElement;l[0]!=document&&/static/.test(l.css("position"))&&(k=g),i.left<(d._helper?g.left:0)&&(d.size.width=d.size.width+(d._helper?d.position.left-g.left:d.position.left-k.left),j&&(d.size.height=d.size.width/e.aspectRatio),d.position.left=e.helper?g.left:0),i.top<(d._helper?g.top:0)&&(d.size.height=d.size.height+(d._helper?d.position.top-g.top:d.position.top),j&&(d.size.width=d.size.height*e.aspectRatio),d.position.top=d._helper?g.top:0),d.offset.left=d.parentData.left+d.position.left,d.offset.top=d.parentData.top+d.position.top;var m=Math.abs((d._helper?d.offset.left-k.left:d.offset.left-k.left)+d.sizeDiff.width),n=Math.abs((d._helper?d.offset.top-k.top:d.offset.top-g.top)+d.sizeDiff.height),o=d.containerElement.get(0)==d.element.parent().get(0),p=/relative|absolute/.test(d.containerElement.css("position"));o&&p&&(m-=d.parentData.left),m+d.size.width>=d.parentData.width&&(d.size.width=d.parentData.width-m,j&&(d.size.height=d.size.width/d.aspectRatio)),n+d.size.height>=d.parentData.height&&(d.size.height=d.parentData.height-n,j&&(d.size.width=d.size.height*d.aspectRatio))},stop:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d.position,g=d.containerOffset,h=d.containerPosition,i=d.containerElement,j=a(d.helper),k=j.offset(),l=j.outerWidth()-d.sizeDiff.width,m=j.outerHeight()-d.sizeDiff.height;d._helper&&!e.animate&&/relative/.test(i.css("position"))&&a(this).css({left:k.left-h.left-g.left,width:l,height:m}),d._helper&&!e.animate&&/static/.test(i.css("position"))&&a(this).css({left:k.left-h.left-g.left,width:l,height:m})}}),a.ui.plugin.add("resizable","ghost",{start:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d.size;d.ghost=d.originalElement.clone(),d.ghost.css({opacity:.25,display:"block",position:"relative",height:f.height,width:f.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass(typeof e.ghost=="string"?e.ghost:""),d.ghost.appendTo(d.helper)},resize:function(b,c){var d=a(this).data("resizable"),e=d.options;d.ghost&&d.ghost.css({position:"relative",height:d.size.height,width:d.size.width})},stop:function(b,c){var d=a(this).data("resizable"),e=d.options;d.ghost&&d.helper&&d.helper.get(0).removeChild(d.ghost.get(0))}}),a.ui.plugin.add("resizable","grid",{resize:function(b,c){var d=a(this).data("resizable"),e=d.options,f=d.size,g=d.originalSize,h=d.originalPosition,i=d.axis,j=e._aspectRatio||b.shiftKey;e.grid=typeof e.grid=="number"?[e.grid,e.grid]:e.grid;var k=Math.round((f.width-g.width)/(e.grid[0]||1))*(e.grid[0]||1),l=Math.round((f.height-g.height)/(e.grid[1]||1))*(e.grid[1]||1);/^(se|s|e)$/.test(i)?(d.size.width=g.width+k,d.size.height=g.height+l):/^(ne)$/.test(i)?(d.size.width=g.width+k,d.size.height=g.height+l,d.position.top=h.top-l):/^(sw)$/.test(i)?(d.size.width=g.width+k,d.size.height=g.height+l,d.position.left=h.left-k):(d.size.width=g.width+k,d.size.height=g.height+l,d.position.top=h.top-l,d.position.left=h.left-k)}});var c=function(a){return parseInt(a,10)||0},d=function(a){return!isNaN(parseInt(a,10))}})(jQuery);/*
+ * jQuery UI Selectable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Selectables
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.widget.js
+ */(function(a,b){a.widget("ui.selectable",a.ui.mouse,{options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch"},_create:function(){var b=this;this.element.addClass("ui-selectable"),this.dragged=!1;var c;this.refresh=function(){c=a(b.options.filter,b.element[0]),c.addClass("ui-selectee"),c.each(function(){var b=a(this),c=b.offset();a.data(this,"selectable-item",{element:this,$element:b,left:c.left,top:c.top,right:c.left+b.outerWidth(),bottom:c.top+b.outerHeight(),startselected:!1,selected:b.hasClass("ui-selected"),selecting:b.hasClass("ui-selecting"),unselecting:b.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=c.addClass("ui-selectee"),this._mouseInit(),this.helper=a("<div class='ui-selectable-helper'></div>")},destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled").removeData("selectable").unbind(".selectable"),this._mouseDestroy();return this},_mouseStart:function(b){var c=this;this.opos=[b.pageX,b.pageY];if(!this.options.disabled){var d=this.options;this.selectees=a(d.filter,this.element[0]),this._trigger("start",b),a(d.appendTo).append(this.helper),this.helper.css({left:b.clientX,top:b.clientY,width:0,height:0}),d.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var d=a.data(this,"selectable-item");d.startselected=!0,!b.metaKey&&!b.ctrlKey&&(d.$element.removeClass("ui-selected"),d.selected=!1,d.$element.addClass("ui-unselecting"),d.unselecting=!0,c._trigger("unselecting",b,{unselecting:d.element}))}),a(b.target).parents().andSelf().each(function(){var d=a.data(this,"selectable-item");if(d){var e=!b.metaKey&&!b.ctrlKey||!d.$element.hasClass("ui-selected");d.$element.removeClass(e?"ui-unselecting":"ui-selected").addClass(e?"ui-selecting":"ui-unselecting"),d.unselecting=!e,d.selecting=e,d.selected=e,e?c._trigger("selecting",b,{selecting:d.element}):c._trigger("unselecting",b,{unselecting:d.element});return!1}})}},_mouseDrag:function(b){var c=this;this.dragged=!0;if(!this.options.disabled){var d=this.options,e=this.opos[0],f=this.opos[1],g=b.pageX,h=b.pageY;if(e>g){var i=g;g=e,e=i}if(f>h){var i=h;h=f,f=i}this.helper.css({left:e,top:f,width:g-e,height:h-f}),this.selectees.each(function(){var i=a.data(this,"selectable-item");if(!!i&&i.element!=c.element[0]){var j=!1;d.tolerance=="touch"?j=!(i.left>g||i.right<e||i.top>h||i.bottom<f):d.tolerance=="fit"&&(j=i.left>e&&i.right<g&&i.top>f&&i.bottom<h),j?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,c._trigger("selecting",b,{selecting:i.element}))):(i.selecting&&((b.metaKey||b.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),c._trigger("unselecting",b,{unselecting:i.element}))),i.selected&&!b.metaKey&&!b.ctrlKey&&!i.startselected&&(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,c._trigger("unselecting",b,{unselecting:i.element})))}});return!1}},_mouseStop:function(b){var c=this;this.dragged=!1;var d=this.options;a(".ui-unselecting",this.element[0]).each(function(){var d=a.data(this,"selectable-item");d.$element.removeClass("ui-unselecting"),d.unselecting=!1,d.startselected=!1,c._trigger("unselected",b,{unselected:d.element})}),a(".ui-selecting",this.element[0]).each(function(){var d=a.data(this,"selectable-item");d.$element.removeClass("ui-selecting").addClass("ui-selected"),d.selecting=!1,d.selected=!0,d.startselected=!0,c._trigger("selected",b,{selected:d.element})}),this._trigger("stop",b),this.helper.remove();return!1}}),a.extend(a.ui.selectable,{version:"1.8.17"})})(jQuery);/*
+ * jQuery UI Sortable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Sortables
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.widget.js
+ */(function(a,b){a.widget("ui.sortable",a.ui.mouse,{widgetEventPrefix:"sort",options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3},_create:function(){var a=this.options;this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.floating=this.items.length?a.axis==="x"||/left|right/.test(this.items[0].item.css("float"))||/inline|table-cell/.test(this.items[0].item.css("display")):!1,this.offset=this.element.offset(),this._mouseInit()},destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled"),this._mouseDestroy();for(var a=this.items.length-1;a>=0;a--)this.items[a].item.removeData(this.widgetName+"-item");return this},_setOption:function(b,c){b==="disabled"?(this.options[b]=c,this.widget()[c?"addClass":"removeClass"]("ui-sortable-disabled")):a.Widget.prototype._setOption.apply(this,arguments)},_mouseCapture:function(b,c){var d=this;if(this.reverting)return!1;if(this.options.disabled||this.options.type=="static")return!1;this._refreshItems(b);var e=null,f=this,g=a(b.target).parents().each(function(){if(a.data(this,d.widgetName+"-item")==f){e=a(this);return!1}});a.data(b.target,d.widgetName+"-item")==f&&(e=a(b.target));if(!e)return!1;if(this.options.handle&&!c){var h=!1;a(this.options.handle,e).find("*").andSelf().each(function(){this==b.target&&(h=!0)});if(!h)return!1}this.currentItem=e,this._removeCurrentsFromItems();return!0},_mouseStart:function(b,c,d){var e=this.options,f=this;this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(b),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),a.extend(this.offset,{click:{left:b.pageX-this.offset.left,top:b.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.originalPosition=this._generatePosition(b),this.originalPageX=b.pageX,this.originalPageY=b.pageY,e.cursorAt&&this._adjustOffsetFromHelper(e.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!=this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),e.containment&&this._setContainment(),e.cursor&&(a("body").css("cursor")&&(this._storedCursor=a("body").css("cursor")),a("body").css("cursor",e.cursor)),e.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",e.opacity)),e.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",e.zIndex)),this.scrollParent[0]!=document&&this.scrollParent[0].tagName!="HTML"&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",b,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions();if(!d)for(var g=this.containers.length-1;g>=0;g--)this.containers[g]._trigger("activate",b,f._uiHash(this));a.ui.ddmanager&&(a.ui.ddmanager.current=this),a.ui.ddmanager&&!e.dropBehaviour&&a.ui.ddmanager.prepareOffsets(this,b),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(b);return!0},_mouseDrag:function(b){this.position=this._generatePosition(b),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs);if(this.options.scroll){var c=this.options,d=!1;this.scrollParent[0]!=document&&this.scrollParent[0].tagName!="HTML"?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-b.pageY<c.scrollSensitivity?this.scrollParent[0].scrollTop=d=this.scrollParent[0].scrollTop+c.scrollSpeed:b.pageY-this.overflowOffset.top<c.scrollSensitivity&&(this.scrollParent[0].scrollTop=d=this.scrollParent[0].scrollTop-c.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-b.pageX<c.scrollSensitivity?this.scrollParent[0].scrollLeft=d=this.scrollParent[0].scrollLeft+c.scrollSpeed:b.pageX-this.overflowOffset.left<c.scrollSensitivity&&(this.scrollParent[0].scrollLeft=d=this.scrollParent[0].scrollLeft-c.scrollSpeed)):(b.pageY-a(document).scrollTop()<c.scrollSensitivity?d=a(document).scrollTop(a(document).scrollTop()-c.scrollSpeed):a(window).height()-(b.pageY-a(document).scrollTop())<c.scrollSensitivity&&(d=a(document).scrollTop(a(document).scrollTop()+c.scrollSpeed)),b.pageX-a(document).scrollLeft()<c.scrollSensitivity?d=a(document).scrollLeft(a(document).scrollLeft()-c.scrollSpeed):a(window).width()-(b.pageX-a(document).scrollLeft())<c.scrollSensitivity&&(d=a(document).scrollLeft(a(document).scrollLeft()+c.scrollSpeed))),d!==!1&&a.ui.ddmanager&&!c.dropBehaviour&&a.ui.ddmanager.prepareOffsets(this,b)}this.positionAbs=this._convertPositionTo("absolute");if(!this.options.axis||this.options.axis!="y")this.helper[0].style.left=this.position.left+"px";if(!this.options.axis||this.options.axis!="x")this.helper[0].style.top=this.position.top+"px";for(var e=this.items.length-1;e>=0;e--){var f=this.items[e],g=f.item[0],h=this._intersectsWithPointer(f);if(!h)continue;if(g!=this.currentItem[0]&&this.placeholder[h==1?"next":"prev"]()[0]!=g&&!a.ui.contains(this.placeholder[0],g)&&(this.options.type=="semi-dynamic"?!a.ui.contains(this.element[0],g):!0)){this.direction=h==1?"down":"up";if(this.options.tolerance=="pointer"||this._intersectsWithSides(f))this._rearrange(b,f);else break;this._trigger("change",b,this._uiHash());break}}this._contactContainers(b),a.ui.ddmanager&&a.ui.ddmanager.drag(this,b),this._trigger("sort",b,this._uiHash()),this.lastPositionAbs=this.positionAbs;return!1},_mouseStop:function(b,c){if(!!b){a.ui.ddmanager&&!this.options.dropBehaviour&&a.ui.ddmanager.drop(this,b);if(this.options.revert){var d=this,e=d.placeholder.offset();d.reverting=!0,a(this.helper).animate({left:e.left-this.offset.parent.left-d.margins.left+(this.offsetParent[0]==document.body?0:this.offsetParent[0].scrollLeft),top:e.top-this.offset.parent.top-d.margins.top+(this.offsetParent[0]==document.body?0:this.offsetParent[0].scrollTop)},parseInt(this.options.revert,10)||500,function(){d._clear(b)})}else this._clear(b,c);return!1}},cancel:function(){var b=this;if(this.dragging){this._mouseUp({target:null}),this.options.helper=="original"?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var c=this.containers.length-1;c>=0;c--)this.containers[c]._trigger("deactivate",null,b._uiHash(this)),this.containers[c].containerCache.over&&(this.containers[c]._trigger("out",null,b._uiHash(this)),this.containers[c].containerCache.over=0)}this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.options.helper!="original"&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),a.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?a(this.domPosition.prev).after(this.currentItem):a(this.domPosition.parent).prepend(this.currentItem));return this},serialize:function(b){var c=this._getItemsAsjQuery(b&&b.connected),d=[];b=b||{},a(c).each(function(){var c=(a(b.item||this).attr(b.attribute||"id")||"").match(b.expression||/(.+)[-=_](.+)/);c&&d.push((b.key||c[1]+"[]")+"="+(b.key&&b.expression?c[1]:c[2]))}),!d.length&&b.key&&d.push(b.key+"=");return d.join("&")},toArray:function(b){var c=this._getItemsAsjQuery(b&&b.connected),d=[];b=b||{},c.each(function(){d.push(a(b.item||this).attr(b.attribute||"id")||"")});return d},_intersectsWith:function(a){var b=this.positionAbs.left,c=b+this.helperProportions.width,d=this.positionAbs.top,e=d+this.helperProportions.height,f=a.left,g=f+a.width,h=a.top,i=h+a.height,j=this.offset.click.top,k=this.offset.click.left,l=d+j>h&&d+j<i&&b+k>f&&b+k<g;return this.options.tolerance=="pointer"||this.options.forcePointerForContainers||this.options.tolerance!="pointer"&&this.helperProportions[this.floating?"width":"height"]>a[this.floating?"width":"height"]?l:f<b+this.helperProportions.width/2&&c-this.helperProportions.width/2<g&&h<d+this.helperProportions.height/2&&e-this.helperProportions.height/2<i},_intersectsWithPointer:function(b){var c=a.ui.isOverAxis(this.positionAbs.top+this.offset.click.top,b.top,b.height),d=a.ui.isOverAxis(this.positionAbs.left+this.offset.click.left,b.left,b.width),e=c&&d,f=this._getDragVerticalDirection(),g=this._getDragHorizontalDirection();if(!e)return!1;return this.floating?g&&g=="right"||f=="down"?2:1:f&&(f=="down"?2:1)},_intersectsWithSides:function(b){var c=a.ui.isOverAxis(this.positionAbs.top+this.offset.click.top,b.top+b.height/2,b.height),d=a.ui.isOverAxis(this.positionAbs.left+this.offset.click.left,b.left+b.width/2,b.width),e=this._getDragVerticalDirection(),f=this._getDragHorizontalDirection();return this.floating&&f?f=="right"&&d||f=="left"&&!d:e&&(e=="down"&&c||e=="up"&&!c)},_getDragVerticalDirection:function(){var a=this.positionAbs.top-this.lastPositionAbs.top;return a!=0&&(a>0?"down":"up")},_getDragHorizontalDirection:function(){var a=this.positionAbs.left-this.lastPositionAbs.left;return a!=0&&(a>0?"right":"left")},refresh:function(a){this._refreshItems(a),this.refreshPositions();return this},_connectWith:function(){var a=this.options;return a.connectWith.constructor==String?[a.connectWith]:a.connectWith},_getItemsAsjQuery:function(b){var c=this,d=[],e=[],f=this._connectWith();if(f&&b)for(var g=f.length-1;g>=0;g--){var h=a(f[g]);for(var i=h.length-1;i>=0;i--){var j=a.data(h[i],this.widgetName);j&&j!=this&&!j.options.disabled&&e.push([a.isFunction(j.options.items)?j.options.items.call(j.element):a(j.options.items,j.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),j])}}e.push([a.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):a(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]);for(var g=e.length-1;g>=0;g--)e[g][0].each(function(){d.push(this)});return a(d)},_removeCurrentsFromItems:function(){var a=this.currentItem.find(":data("+this.widgetName+"-item)");for(var b=0;b<this.items.length;b++)for(var c=0;c<a.length;c++)a[c]==this.items[b].item[0]&&this.items.splice(b,1)},_refreshItems:function(b){this.items=[],this.containers=[this];var c=this.items,d=this,e=[[a.isFunction(this.options.items)?this.options.items.call(this.element[0],b,{item:this.currentItem}):a(this.options.items,this.element),this]],f=this._connectWith();if(f)for(var g=f.length-1;g>=0;g--){var h=a(f[g]);for(var i=h.length-1;i>=0;i--){var j=a.data(h[i],this.widgetName);j&&j!=this&&!j.options.disabled&&(e.push([a.isFunction(j.options.items)?j.options.items.call(j.element[0],b,{item:this.currentItem}):a(j.options.items,j.element),j]),this.containers.push(j))}}for(var g=e.length-1;g>=0;g--){var k=e[g][1],l=e[g][0];for(var i=0,m=l.length;i<m;i++){var n=a(l[i]);n.data(this.widgetName+"-item",k),c.push({item:n,instance:k,width:0,height:0,left:0,top:0})}}},refreshPositions:function(b){this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());for(var c=this.items.length-1;c>=0;c--){var d=this.items[c];if(d.instance!=this.currentContainer&&this.currentContainer&&d.item[0]!=this.currentItem[0])continue;var e=this.options.toleranceElement?a(this.options.toleranceElement,d.item):d.item;b||(d.width=e.outerWidth(),d.height=e.outerHeight());var f=e.offset();d.left=f.left,d.top=f.top}if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(var c=this.containers.length-1;c>=0;c--){var f=this.containers[c].element.offset();this.containers[c].containerCache.left=f.left,this.containers[c].containerCache.top=f.top,this.containers[c].containerCache.width=this.containers[c].element.outerWidth(),this.containers[c].containerCache.height=this.containers[c].element.outerHeight()}return this},_createPlaceholder:function(b){var c=b||this,d=c.options;if(!d.placeholder||d.placeholder.constructor==String){var e=d.placeholder;d.placeholder={element:function(){var b=a(document.createElement(c.currentItem[0].nodeName)).addClass(e||c.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper")[0];e||(b.style.visibility="hidden");return b},update:function(a,b){if(!e||!!d.forcePlaceholderSize)b.height()||b.height(c.currentItem.innerHeight()-parseInt(c.currentItem.css("paddingTop")||0,10)-parseInt(c.currentItem.css("paddingBottom")||0,10)),b.width()||b.width(c.currentItem.innerWidth()-parseInt(c.currentItem.css("paddingLeft")||0,10)-parseInt(c.currentItem.css("paddingRight")||0,10))}}}c.placeholder=a(d.placeholder.element.call(c.element,c.currentItem)),c.currentItem.after(c.placeholder),d.placeholder.update(c,c.placeholder)},_contactContainers:function(b){var c=null,d=null;for(var e=this.containers.length-1;e>=0;e--){if(a.ui.contains(this.currentItem[0],this.containers[e].element[0]))continue;if(this._intersectsWith(this.containers[e].containerCache)){if(c&&a.ui.contains(this.containers[e].element[0],c.element[0]))continue;c=this.containers[e],d=e}else this.containers[e].containerCache.over&&(this.containers[e]._trigger("out",b,this._uiHash(this)),this.containers[e].containerCache.over=0)}if(!!c)if(this.containers.length===1)this.containers[d]._trigger("over",b,this._uiHash(this)),this.containers[d].containerCache.over=1;else if(this.currentContainer!=this.containers[d]){var f=1e4,g=null,h=this.positionAbs[this.containers[d].floating?"left":"top"];for(var i=this.items.length-1;i>=0;i--){if(!a.ui.contains(this.containers[d].element[0],this.items[i].item[0]))continue;var j=this.items[i][this.containers[d].floating?"left":"top"];Math.abs(j-h)<f&&(f=Math.abs(j-h),g=this.items[i])}if(!g&&!this.options.dropOnEmpty)return;this.currentContainer=this.containers[d],g?this._rearrange(b,g,null,!0):this._rearrange(b,null,this.containers[d].element,!0),this._trigger("change",b,this._uiHash()),this.containers[d]._trigger("change",b,this._uiHash(this)),this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[d]._trigger("over",b,this._uiHash(this)),this.containers[d].containerCache.over=1}},_createHelper:function(b){var c=this.options,d=a.isFunction(c.helper)?a(c.helper.apply(this.element[0],[b,this.currentItem])):c.helper=="clone"?this.currentItem.clone():this.currentItem;d.parents("body").length||a(c.appendTo!="parent"?c.appendTo:this.currentItem[0].parentNode)[0].appendChild(d[0]),d[0]==this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(d[0].style.width==""||c.forceHelperSize)&&d.width(this.currentItem.width()),(d[0].style.height==""||c.forceHelperSize)&&d.height(this.currentItem.height());return d},_adjustOffsetFromHelper:function(b){typeof b=="string"&&(b=b.split(" ")),a.isArray(b)&&(b={left:+b[0],top:+b[1]||0}),"left"in b&&(this.offset.click.left=b.left+this.margins.left),"right"in b&&(this.offset.click.left=this.helperProportions.width-b.right+this.margins.left),"top"in b&&(this.offset.click.top=b.top+this.margins.top),"bottom"in b&&(this.offset.click.top=this.helperProportions.height-b.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var b=this.offsetParent.offset();this.cssPosition=="absolute"&&this.scrollParent[0]!=document&&a.ui.contains(this.scrollParent[0],this.offsetParent[0])&&(b.left+=this.scrollParent.scrollLeft(),b.top+=this.scrollParent.scrollTop());if(this.offsetParent[0]==document.body||this.offsetParent[0].tagName&&this.offsetParent[0].tagName.toLowerCase()=="html"&&a.browser.msie)b={top:0,left:0};return{top:b.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:b.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if(this.cssPosition=="relative"){var a=this.currentItem.position();return{top:a.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:a.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var b=this.options;b.containment=="parent"&&(b.containment=this.helper[0].parentNode);if(b.containment=="document"||b.containment=="window")this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,a(b.containment=="document"?document:window).width()-this.helperProportions.width-this.margins.left,(a(b.containment=="document"?document:window).height()||document.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top];if(!/^(document|window|parent)$/.test(b.containment)){var c=a(b.containment)[0],d=a(b.containment).offset(),e=a(c).css("overflow")!="hidden";this.containment=[d.left+(parseInt(a(c).css("borderLeftWidth"),10)||0)+(parseInt(a(c).css("paddingLeft"),10)||0)-this.margins.left,d.top+(parseInt(a(c).css("borderTopWidth"),10)||0)+(parseInt(a(c).css("paddingTop"),10)||0)-this.margins.top,d.left+(e?Math.max(c.scrollWidth,c.offsetWidth):c.offsetWidth)-(parseInt(a(c).css("borderLeftWidth"),10)||0)-(parseInt(a(c).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,d.top+(e?Math.max(c.scrollHeight,c.offsetHeight):c.offsetHeight)-(parseInt(a(c).css("borderTopWidth"),10)||0)-(parseInt(a(c).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top]}},_convertPositionTo:function(b,c){c||(c=this.position);var d=b=="absolute"?1:-1,e=this.options,f=this.cssPosition=="absolute"&&(this.scrollParent[0]==document||!a.ui.contains(this.scrollParent[0],this.offsetParent[0]))?this.offsetParent:this.scrollParent,g=/(html|body)/i.test(f[0].tagName);return{top:c.top+this.offset.relative.top*d+this.offset.parent.top*d-(a.browser.safari&&this.cssPosition=="fixed"?0:(this.cssPosition=="fixed"?-this.scrollParent.scrollTop():g?0:f.scrollTop())*d),left:c.left+this.offset.relative.left*d+this.offset.parent.left*d-(a.browser.safari&&this.cssPosition=="fixed"?0:(this.cssPosition=="fixed"?-this.scrollParent.scrollLeft():g?0:f.scrollLeft())*d)}},_generatePosition:function(b){var c=this.options,d=this.cssPosition=="absolute"&&(this.scrollParent[0]==document||!a.ui.contains(this.scrollParent[0],this.offsetParent[0]))?this.offsetParent:this.scrollParent,e=/(html|body)/i.test(d[0].tagName);this.cssPosition=="relative"&&(this.scrollParent[0]==document||this.scrollParent[0]==this.offsetParent[0])&&(this.offset.relative=this._getRelativeOffset());var f=b.pageX,g=b.pageY;if(this.originalPosition){this.containment&&(b.pageX-this.offset.click.left<this.containment[0]&&(f=this.containment[0]+this.offset.click.left),b.pageY-this.offset.click.top<this.containment[1]&&(g=this.containment[1]+this.offset.click.top),b.pageX-this.offset.click.left>this.containment[2]&&(f=this.containment[2]+this.offset.click.left),b.pageY-this.offset.click.top>this.containment[3]&&(g=this.containment[3]+this.offset.click.top));if(c.grid){var h=this.originalPageY+Math.round((g-this.originalPageY)/c.grid[1])*c.grid[1];g=this.containment?h-this.offset.click.top<this.containment[1]||h-this.offset.click.top>this.containment[3]?h-this.offset.click.top<this.containment[1]?h+c.grid[1]:h-c.grid[1]:h:h;var i=this.originalPageX+Math.round((f-this.originalPageX)/c.grid[0])*c.grid[0];f=this.containment?i-this.offset.click.left<this.containment[0]||i-this.offset.click.left>this.containment[2]?i-this.offset.click.left<this.containment[0]?i+c.grid[0]:i-c.grid[0]:i:i}}return{top:g-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+(a.browser.safari&&this.cssPosition=="fixed"?0:this.cssPosition=="fixed"?-this.scrollParent.scrollTop():e?0:d.scrollTop()),left:f-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+(a.browser.safari&&this.cssPosition=="fixed"?0:this.cssPosition=="fixed"?-this.scrollParent.scrollLeft():e?0:d.scrollLeft())}},_rearrange:function(a,b,c,d){c?c[0].appendChild(this.placeholder[0]):b.item[0].parentNode.insertBefore(this.placeholder[0],this.direction=="down"?b.item[0]:b.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var e=this,f=this.counter;window.setTimeout(function(){f==e.counter&&e.refreshPositions(!d)},0)},_clear:function(b,c){this.reverting=!1;var d=[],e=this;!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null;if(this.helper[0]==this.currentItem[0]){for(var f in this._storedCSS)if(this._storedCSS[f]=="auto"||this._storedCSS[f]=="static")this._storedCSS[f]="";this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();this.fromOutside&&!c&&d.push(function(a){this._trigger("receive",a,this._uiHash(this.fromOutside))}),(this.fromOutside||this.domPosition.prev!=this.currentItem.prev().not(".ui-sortable-helper")[0]||this.domPosition.parent!=this.currentItem.parent()[0])&&!c&&d.push(function(a){this._trigger("update",a,this._uiHash())});if(!a.ui.contains(this.element[0],this.currentItem[0])){c||d.push(function(a){this._trigger("remove",a,this._uiHash())});for(var f=this.containers.length-1;f>=0;f--)a.ui.contains(this.containers[f].element[0],this.currentItem[0])&&!c&&(d.push(function(a){return function(b){a._trigger("receive",b,this._uiHash(this))}}.call(this,this.containers[f])),d.push(function(a){return function(b){a._trigger("update",b,this._uiHash(this))}}.call(this,this.containers[f])))}for(var f=this.containers.length-1;f>=0;f--)c||d.push(function(a){return function(b){a._trigger("deactivate",b,this._uiHash(this))}}.call(this,this.containers[f])),this.containers[f].containerCache.over&&(d.push(function(a){return function(b){a._trigger("out",b,this._uiHash(this))}}.call(this,this.containers[f])),this.containers[f].containerCache.over=0);this._storedCursor&&a("body").css("cursor",this._storedCursor),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex",this._storedZIndex=="auto"?"":this._storedZIndex),this.dragging=!1;if(this.cancelHelperRemoval){if(!c){this._trigger("beforeStop",b,this._uiHash());for(var f=0;f<d.length;f++)d[f].call(this,b);this._trigger("stop",b,this._uiHash())}return!1}c||this._trigger("beforeStop",b,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.helper[0]!=this.currentItem[0]&&this.helper.remove(),this.helper=null;if(!c){for(var f=0;f<d.length;f++)d[f].call(this,b);this._trigger("stop",b,this._uiHash())}this.fromOutside=!1;return!0},_trigger:function(){a.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(b){var c=b||this;return{helper:c.helper,placeholder:c.placeholder||a([]),position:c.position,originalPosition:c.originalPosition,offset:c.positionAbs,item:c.currentItem,sender:b?b.element:null}}}),a.extend(a.ui.sortable,{version:"1.8.17"})})(jQuery);/*
+ * jQuery UI Accordion 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Accordion
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ */(function(a,b){a.widget("ui.accordion",{options:{active:0,animated:"slide",autoHeight:!0,clearStyle:!1,collapsible:!1,event:"click",fillSpace:!1,header:"> li > :first-child,> :not(li):even",icons:{header:"ui-icon-triangle-1-e",headerSelected:"ui-icon-triangle-1-s"},navigation:!1,navigationFilter:function(){return this.href.toLowerCase()===location.href.toLowerCase()}},_create:function(){var b=this,c=b.options;b.running=0,b.element.addClass("ui-accordion ui-widget ui-helper-reset").children("li").addClass("ui-accordion-li-fix"),b.headers=b.element.find(c.header).addClass("ui-accordion-header ui-helper-reset ui-state-default ui-corner-all").bind("mouseenter.accordion",function(){c.disabled||a(this).addClass("ui-state-hover")}).bind("mouseleave.accordion",function(){c.disabled||a(this).removeClass("ui-state-hover")}).bind("focus.accordion",function(){c.disabled||a(this).addClass("ui-state-focus")}).bind("blur.accordion",function(){c.disabled||a(this).removeClass("ui-state-focus")}),b.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom");if(c.navigation){var d=b.element.find("a").filter(c.navigationFilter).eq(0);if(d.length){var e=d.closest(".ui-accordion-header");e.length?b.active=e:b.active=d.closest(".ui-accordion-content").prev()}}b.active=b._findActive(b.active||c.active).addClass("ui-state-default ui-state-active").toggleClass("ui-corner-all").toggleClass("ui-corner-top"),b.active.next().addClass("ui-accordion-content-active"),b._createIcons(),b.resize(),b.element.attr("role","tablist"),b.headers.attr("role","tab").bind("keydown.accordion",function(a){return b._keydown(a)}).next().attr("role","tabpanel"),b.headers.not(b.active||"").attr({"aria-expanded":"false","aria-selected":"false",tabIndex:-1}).next().hide(),b.active.length?b.active.attr({"aria-expanded":"true","aria-selected":"true",tabIndex:0}):b.headers.eq(0).attr("tabIndex",0),a.browser.safari||b.headers.find("a").attr("tabIndex",-1),c.event&&b.headers.bind(c.event.split(" ").join(".accordion ")+".accordion",function(a){b._clickHandler.call(b,a,this),a.preventDefault()})},_createIcons:function(){var b=this.options;b.icons&&(a("<span></span>").addClass("ui-icon "+b.icons.header).prependTo(this.headers),this.active.children(".ui-icon").toggleClass(b.icons.header).toggleClass(b.icons.headerSelected),this.element.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.children(".ui-icon").remove(),this.element.removeClass("ui-accordion-icons")},destroy:function(){var b=this.options;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.unbind(".accordion").removeClass("ui-accordion-header ui-accordion-disabled ui-helper-reset ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("tabIndex"),this.headers.find("a").removeAttr("tabIndex"),this._destroyIcons();var c=this.headers.next().css("display","").removeAttr("role").removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-accordion-disabled ui-state-disabled");(b.autoHeight||b.fillHeight)&&c.css("height","");return a.Widget.prototype.destroy.call(this)},_setOption:function(b,c){a.Widget.prototype._setOption.apply(this,arguments),b=="active"&&this.activate(c),b=="icons"&&(this._destroyIcons(),c&&this._createIcons()),b=="disabled"&&this.headers.add(this.headers.next())[c?"addClass":"removeClass"]("ui-accordion-disabled ui-state-disabled")},_keydown:function(b){if(!(this.options.disabled||b.altKey||b.ctrlKey)){var c=a.ui.keyCode,d=this.headers.length,e=this.headers.index(b.target),f=!1;switch(b.keyCode){case c.RIGHT:case c.DOWN:f=this.headers[(e+1)%d];break;case c.LEFT:case c.UP:f=this.headers[(e-1+d)%d];break;case c.SPACE:case c.ENTER:this._clickHandler({target:b.target},b.target),b.preventDefault()}if(f){a(b.target).attr("tabIndex",-1),a(f).attr("tabIndex",0),f.focus();return!1}return!0}},resize:function(){var b=this.options,c;if(b.fillSpace){if(a.browser.msie){var d=this.element.parent().css("overflow");this.element.parent().css("overflow","hidden")}c=this.element.parent().height(),a.browser.msie&&this.element.parent().css("overflow",d),this.headers.each(function(){c-=a(this).outerHeight(!0)}),this.headers.next().each(function(){a(this).height(Math.max(0,c-a(this).innerHeight()+a(this).height()))}).css("overflow","auto")}else b.autoHeight&&(c=0,this.headers.next().each(function(){c=Math.max(c,a(this).height("").height())}).height(c));return this},activate:function(a){this.options.active=a;var b=this._findActive(a)[0];this._clickHandler({target:b},b);return this},_findActive:function(b){return b?typeof b=="number"?this.headers.filter(":eq("+b+")"):this.headers.not(this.headers.not(b)):b===!1?a([]):this.headers.filter(":eq(0)")},_clickHandler:function(b,c){var d=this.options;if(!d.disabled){if(!b.target){if(!d.collapsible)return;this.active.removeClass("ui-state-active ui-corner-top").addClass("ui-state-default ui-corner-all").children(".ui-icon").removeClass(d.icons.headerSelected).addClass(d.icons.header),this.active.next().addClass("ui-accordion-content-active");var e=this.active.next(),f={options:d,newHeader:a([]),oldHeader:d.active,newContent:a([]),oldContent:e},g=this.active=a([]);this._toggle(g,e,f);return}var h=a(b.currentTarget||c),i=h[0]===this.active[0];d.active=d.collapsible&&i?!1:this.headers.index(h);if(this.running||!d.collapsible&&i)return;var j=this.active,g=h.next(),e=this.active.next(),f={options:d,newHeader:i&&d.collapsible?a([]):h,oldHeader:this.active,newContent:i&&d.collapsible?a([]):g,oldContent:e},k=this.headers.index(this.active[0])>this.headers.index(h[0]);this.active=i?a([]):h,this._toggle(g,e,f,i,k),j.removeClass("ui-state-active ui-corner-top").addClass("ui-state-default ui-corner-all").children(".ui-icon").removeClass(d.icons.headerSelected).addClass(d.icons.header),i||(h.removeClass("ui-state-default ui-corner-all").addClass("ui-state-active ui-corner-top").children(".ui-icon").removeClass(d.icons.header).addClass(d.icons.headerSelected),h.next().addClass("ui-accordion-content-active"));return}},_toggle:function(b,c,d,e,f){var g=this,h=g.options;g.toShow=b,g.toHide=c,g.data=d;var i=function(){if(!!g)return g._completed.apply(g,arguments)};g._trigger("changestart",null,g.data),g.running=c.size()===0?b.size():c.size();if(h.animated){var j={};h.collapsible&&e?j={toShow:a([]),toHide:c,complete:i,down:f,autoHeight:h.autoHeight||h.fillSpace}:j={toShow:b,toHide:c,complete:i,down:f,autoHeight:h.autoHeight||h.fillSpace},h.proxied||(h.proxied=h.animated),h.proxiedDuration||(h.proxiedDuration=h.duration),h.animated=a.isFunction(h.proxied)?h.proxied(j):h.proxied,h.duration=a.isFunction(h.proxiedDuration)?h.proxiedDuration(j):h.proxiedDuration;var k=a.ui.accordion.animations,l=h.duration,m=h.animated;m&&!k[m]&&!a.easing[m]&&(m="slide"),k[m]||(k[m]=function(a){this.slide(a,{easing:m,duration:l||700})}),k[m](j)}else h.collapsible&&e?b.toggle():(c.hide(),b.show()),i(!0);c.prev().attr({"aria-expanded":"false","aria-selected":"false",tabIndex:-1}).blur(),b.prev().attr({"aria-expanded":"true","aria-selected":"true",tabIndex:0}).focus()},_completed:function(a){this.running=a?0:--this.running;this.running||(this.options.clearStyle&&this.toShow.add(this.toHide).css({height:"",overflow:""}),this.toHide.removeClass("ui-accordion-content-active"),this.toHide.length&&(this.toHide.parent()[0].className=this.toHide.parent()[0].className),this._trigger("change",null,this.data))}}),a.extend(a.ui.accordion,{version:"1.8.17",animations:{slide:function(b,c){b=a.extend({easing:"swing",duration:300},b,c);if(!b.toHide.size())b.toShow.animate({height:"show",paddingTop:"show",paddingBottom:"show"},b);else{if(!b.toShow.size()){b.toHide.animate({height:"hide",paddingTop:"hide",paddingBottom:"hide"},b);return}var d=b.toShow.css("overflow"),e=0,f={},g={},h=["height","paddingTop","paddingBottom"],i,j=b.toShow;i=j[0].style.width,j.width(j.parent().width()-parseFloat(j.css("paddingLeft"))-parseFloat(j.css("paddingRight"))-(parseFloat(j.css("borderLeftWidth"))||0)-(parseFloat(j.css("borderRightWidth"))||0)),a.each(h,function(c,d){g[d]="hide";var e=(""+a.css(b.toShow[0],d)).match(/^([\d+-.]+)(.*)$/);f[d]={value:e[1],unit:e[2]||"px"}}),b.toShow.css({height:0,overflow:"hidden"}).show(),b.toHide.filter(":hidden").each(b.complete).end().filter(":visible").animate(g,{step:function(a,c){c.prop=="height"&&(e=c.end-c.start===0?0:(c.now-c.start)/(c.end-c.start)),b.toShow[0].style[c.prop]=e*f[c.prop].value+f[c.prop].unit},duration:b.duration,easing:b.easing,complete:function(){b.autoHeight||b.toShow.css("height",""),b.toShow.css({width:i,overflow:d}),b.complete()}})}},bounceslide:function(a){this.slide(a,{easing:a.down?"easeOutBounce":"swing",duration:a.down?1e3:200})}}})})(jQuery);/*
+ * jQuery UI Autocomplete 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Autocomplete
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ *	jquery.ui.position.js
+ */(function(a,b){var c=0;a.widget("ui.autocomplete",{options:{appendTo:"body",autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null},pending:0,_create:function(){var b=this,c=this.element[0].ownerDocument,d;this.element.addClass("ui-autocomplete-input").attr("autocomplete","off").attr({role:"textbox","aria-autocomplete":"list","aria-haspopup":"true"}).bind("keydown.autocomplete",function(c){if(!b.options.disabled&&!b.element.propAttr("readOnly")){d=!1;var e=a.ui.keyCode;switch(c.keyCode){case e.PAGE_UP:b._move("previousPage",c);break;case e.PAGE_DOWN:b._move("nextPage",c);break;case e.UP:b._move("previous",c),c.preventDefault();break;case e.DOWN:b._move("next",c),c.preventDefault();break;case e.ENTER:case e.NUMPAD_ENTER:b.menu.active&&(d=!0,c.preventDefault());case e.TAB:if(!b.menu.active)return;b.menu.select(c);break;case e.ESCAPE:b.element.val(b.term),b.close(c);break;default:clearTimeout(b.searching),b.searching=setTimeout(function(){b.term!=b.element.val()&&(b.selectedItem=null,b.search(null,c))},b.options.delay)}}}).bind("keypress.autocomplete",function(a){d&&(d=!1,a.preventDefault())}).bind("focus.autocomplete",function(){b.options.disabled||(b.selectedItem=null,b.previous=b.element.val())}).bind("blur.autocomplete",function(a){b.options.disabled||(clearTimeout(b.searching),b.closing=setTimeout(function(){b.close(a),b._change(a)},150))}),this._initSource(),this.response=function(){return b._response.apply(b,arguments)},this.menu=a("<ul></ul>").addClass("ui-autocomplete").appendTo(a(this.options.appendTo||"body",c)[0]).mousedown(function(c){var d=b.menu.element[0];a(c.target).closest(".ui-menu-item").length||setTimeout(function(){a(document).one("mousedown",function(c){c.target!==b.element[0]&&c.target!==d&&!a.ui.contains(d,c.target)&&b.close()})},1),setTimeout(function(){clearTimeout(b.closing)},13)}).menu({focus:function(a,c){var d=c.item.data("item.autocomplete");!1!==b._trigger("focus",a,{item:d})&&/^key/.test(a.originalEvent.type)&&b.element.val(d.value)},selected:function(a,d){var e=d.item.data("item.autocomplete"),f=b.previous;b.element[0]!==c.activeElement&&(b.element.focus(),b.previous=f,setTimeout(function(){b.previous=f,b.selectedItem=e},1)),!1!==b._trigger("select",a,{item:e})&&b.element.val(e.value),b.term=b.element.val(),b.close(a),b.selectedItem=e},blur:function(a,c){b.menu.element.is(":visible")&&b.element.val()!==b.term&&b.element.val(b.term)}}).zIndex(this.element.zIndex()+1).css({top:0,left:0}).hide().data("menu"),a.fn.bgiframe&&this.menu.element.bgiframe(),b.beforeunloadHandler=function(){b.element.removeAttr("autocomplete")},a(window).bind("beforeunload",b.beforeunloadHandler)},destroy:function(){this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete").removeAttr("role").removeAttr("aria-autocomplete").removeAttr("aria-haspopup"),this.menu.element.remove(),a(window).unbind("beforeunload",this.beforeunloadHandler),a.Widget.prototype.destroy.call(this)},_setOption:function(b,c){a.Widget.prototype._setOption.apply(this,arguments),b==="source"&&this._initSource(),b==="appendTo"&&this.menu.element.appendTo(a(c||"body",this.element[0].ownerDocument)[0]),b==="disabled"&&c&&this.xhr&&this.xhr.abort()},_initSource:function(){var b=this,d,e;a.isArray(this.options.source)?(d=this.options.source,this.source=function(b,c){c(a.ui.autocomplete.filter(d,b.term))}):typeof this.options.source=="string"?(e=this.options.source,this.source=function(d,f){b.xhr&&b.xhr.abort(),b.xhr=a.ajax({url:e,data:d,dataType:"json",autocompleteRequest:++c,success:function(a,b){this.autocompleteRequest===c&&f(a)},error:function(){this.autocompleteRequest===c&&f([])}})}):this.source=this.options.source},search:function(a,b){a=a!=null?a:this.element.val(),this.term=this.element.val();if(a.length<this.options.minLength)return this.close(b);clearTimeout(this.closing);if(this._trigger("search",b)!==!1)return this._search(a)},_search:function(a){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.source({term:a},this.response)},_response:function(a){!this.options.disabled&&a&&a.length?(a=this._normalize(a),this._suggest(a),this._trigger("open")):this.close(),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},close:function(a){clearTimeout(this.closing),this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.deactivate(),this._trigger("close",a))},_change:function(a){this.previous!==this.element.val()&&this._trigger("change",a,{item:this.selectedItem})},_normalize:function(b){if(b.length&&b[0].label&&b[0].value)return b;return a.map(b,function(b){if(typeof b=="string")return{label:b,value:b};return a.extend({label:b.label||b.value,value:b.value||b.label},b)})},_suggest:function(b){var c=this.menu.element.empty().zIndex(this.element.zIndex()+1);this._renderMenu(c,b),this.menu.deactivate(),this.menu.refresh(),c.show(),this._resizeMenu(),c.position(a.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next(new a.Event("mouseover"))},_resizeMenu:function(){var a=this.menu.element;a.outerWidth(Math.max(a.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(b,c){var d=this;a.each(c,function(a,c){d._renderItem(b,c)})},_renderItem:function(b,c){return a("<li></li>").data("item.autocomplete",c).append(a("<a></a>").text(c.label)).appendTo(b)},_move:function(a,b){if(!this.menu.element.is(":visible"))this.search(null,b);else{if(this.menu.first()&&/^previous/.test(a)||this.menu.last()&&/^next/.test(a)){this.element.val(this.term),this.menu.deactivate();return}this.menu[a](b)}},widget:function(){return this.menu.element}}),a.extend(a.ui.autocomplete,{escapeRegex:function(a){return a.replace(/[-[\]{}()*+?.,\\^$|#\s]/g,"\\$&")},filter:function(b,c){var d=new RegExp(a.ui.autocomplete.escapeRegex(c),"i");return a.grep(b,function(a){return d.test(a.label||a.value||a)})}})})(jQuery),function(a){a.widget("ui.menu",{_create:function(){var b=this;this.element.addClass("ui-menu ui-widget ui-widget-content ui-corner-all").attr({role:"listbox","aria-activedescendant":"ui-active-menuitem"}).click(function(c){!a(c.target).closest(".ui-menu-item a").length||(c.preventDefault(),b.select(c))}),this.refresh()},refresh:function(){var b=this,c=this.element.children("li:not(.ui-menu-item):has(a)").addClass("ui-menu-item").attr("role","menuitem");c.children("a").addClass("ui-corner-all").attr("tabindex",-1).mouseenter(function(c){b.activate(c,a(this).parent())}).mouseleave(function(){b.deactivate()})},activate:function(a,b){this.deactivate();if(this.hasScroll()){var c=b.offset().top-this.element.offset().top,d=this.element.scrollTop(),e=this.element.height();c<0?this.element.scrollTop(d+c):c>=e&&this.element.scrollTop(d+c-e+b.height())}this.active=b.eq(0).children("a").addClass("ui-state-hover").attr("id","ui-active-menuitem").end(),this._trigger("focus",a,{item:b})},deactivate:function(){!this.active||(this.active.children("a").removeClass("ui-state-hover").removeAttr("id"),this._trigger("blur"),this.active=null)},next:function(a){this.move("next",".ui-menu-item:first",a)},previous:function(a){this.move("prev",".ui-menu-item:last",a)},first:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},last:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},move:function(a,b,c){if(!this.active)this.activate(c,this.element.children(b));else{var d=this.active[a+"All"](".ui-menu-item").eq(0);d.length?this.activate(c,d):this.activate(c,this.element.children(b))}},nextPage:function(b){if(this.hasScroll()){if(!this.active||this.last()){this.activate(b,this.element.children(".ui-menu-item:first"));return}var c=this.active.offset().top,d=this.element.height(),e=this.element.children(".ui-menu-item").filter(function(){var b=a(this).offset().top-c-d+a(this).height();return b<10&&b>-10});e.length||(e=this.element.children(".ui-menu-item:last")),this.activate(b,e)}else this.activate(b,this.element.children(".ui-menu-item").filter(!this.active||this.last()?":first":":last"))},previousPage:function(b){if(this.hasScroll()){if(!this.active||this.first()){this.activate(b,this.element.children(".ui-menu-item:last"));return}var c=this.active.offset().top,d=this.element.height();result=this.element.children(".ui-menu-item").filter(function(){var b=a(this).offset().top-c+d-a(this).height();return b<10&&b>-10}),result.length||(result=this.element.children(".ui-menu-item:first")),this.activate(b,result)}else this.activate(b,this.element.children(".ui-menu-item").filter(!this.active||this.first()?":last":":first"))},hasScroll:function(){return this.element.height()<this.element[a.fn.prop?"prop":"attr"]("scrollHeight")},select:function(a){this._trigger("selected",a,{item:this.active})}})}(jQuery);/*
+ * jQuery UI Button 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Button
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ */(function(a,b){var c,d,e,f,g="ui-button ui-widget ui-state-default ui-corner-all",h="ui-state-hover ui-state-active ",i="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",j=function(){var b=a(this).find(":ui-button");setTimeout(function(){b.button("refresh")},1)},k=function(b){var c=b.name,d=b.form,e=a([]);c&&(d?e=a(d).find("[name='"+c+"']"):e=a("[name='"+c+"']",b.ownerDocument).filter(function(){return!this.form}));return e};a.widget("ui.button",{options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset.button").bind("reset.button",j),typeof this.options.disabled!="boolean"&&(this.options.disabled=this.element.propAttr("disabled")),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var b=this,h=this.options,i=this.type==="checkbox"||this.type==="radio",l="ui-state-hover"+(i?"":" ui-state-active"),m="ui-state-focus";h.label===null&&(h.label=this.buttonElement.html()),this.element.is(":disabled")&&(h.disabled=!0),this.buttonElement.addClass(g).attr("role","button").bind("mouseenter.button",function(){h.disabled||(a(this).addClass("ui-state-hover"),this===c&&a(this).addClass("ui-state-active"))}).bind("mouseleave.button",function(){h.disabled||a(this).removeClass(l)}).bind("click.button",function(a){h.disabled&&(a.preventDefault(),a.stopImmediatePropagation())}),this.element.bind("focus.button",function(){b.buttonElement.addClass(m)}).bind("blur.button",function(){b.buttonElement.removeClass(m)}),i&&(this.element.bind("change.button",function(){f||b.refresh()}),this.buttonElement.bind("mousedown.button",function(a){h.disabled||(f=!1,d=a.pageX,e=a.pageY)}).bind("mouseup.button",function(a){!h.disabled&&(d!==a.pageX||e!==a.pageY)&&(f=!0)})),this.type==="checkbox"?this.buttonElement.bind("click.button",function(){if(h.disabled||f)return!1;a(this).toggleClass("ui-state-active"),b.buttonElement.attr("aria-pressed",b.element[0].checked)}):this.type==="radio"?this.buttonElement.bind("click.button",function(){if(h.disabled||f)return!1;a(this).addClass("ui-state-active"),b.buttonElement.attr("aria-pressed","true");var c=b.element[0];k(c).not(c).map(function(){return a(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown.button",function(){if(h.disabled)return!1;a(this).addClass("ui-state-active"),c=this,a(document).one("mouseup",function(){c=null})}).bind("mouseup.button",function(){if(h.disabled)return!1;a(this).removeClass("ui-state-active")}).bind("keydown.button",function(b){if(h.disabled)return!1;(b.keyCode==a.ui.keyCode.SPACE||b.keyCode==a.ui.keyCode.ENTER)&&a(this).addClass("ui-state-active")}).bind("keyup.button",function(){a(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(b){b.keyCode===a.ui.keyCode.SPACE&&a(this).click()})),this._setOption("disabled",h.disabled),this._resetButton()},_determineButtonType:function(){this.element.is(":checkbox")?this.type="checkbox":this.element.is(":radio")?this.type="radio":this.element.is("input")?this.type="input":this.type="button";if(this.type==="checkbox"||this.type==="radio"){var a=this.element.parents().filter(":last"),b="label[for='"+this.element.attr("id")+"']";this.buttonElement=a.find(b),this.buttonElement.length||(a=a.length?a.siblings():this.element.siblings(),this.buttonElement=a.filter(b),this.buttonElement.length||(this.buttonElement=a.find(b))),this.element.addClass("ui-helper-hidden-accessible");var c=this.element.is(":checked");c&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.attr("aria-pressed",c)}else this.buttonElement=this.element},widget:function(){return this.buttonElement},destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(g+" "+h+" "+i).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title"),a.Widget.prototype.destroy.call(this)},_setOption:function(b,c){a.Widget.prototype._setOption.apply(this,arguments);b==="disabled"?c?this.element.propAttr("disabled",!0):this.element.propAttr("disabled",!1):this._resetButton()},refresh:function(){var b=this.element.is(":disabled");b!==this.options.disabled&&this._setOption("disabled",b),this.type==="radio"?k(this.element[0]).each(function(){a(this).is(":checked")?a(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):a(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):this.type==="checkbox"&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if(this.type==="input")this.options.label&&this.element.val(this.options.label);else{var b=this.buttonElement.removeClass(i),c=a("<span></span>",this.element[0].ownerDocument).addClass("ui-button-text").html(this.options.label).appendTo(b.empty()).text(),d=this.options.icons,e=d.primary&&d.secondary,f=[];d.primary||d.secondary?(this.options.text&&f.push("ui-button-text-icon"+(e?"s":d.primary?"-primary":"-secondary")),d.primary&&b.prepend("<span class='ui-button-icon-primary ui-icon "+d.primary+"'></span>"),d.secondary&&b.append("<span class='ui-button-icon-secondary ui-icon "+d.secondary+"'></span>"),this.options.text||(f.push(e?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||b.attr("title",c))):f.push("ui-button-text-only"),b.addClass(f.join(" "))}}}),a.widget("ui.buttonset",{options:{items:":button, :submit, :reset, :checkbox, :radio, a, :data(button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(b,c){b==="disabled"&&this.buttons.button("option",b,c),a.Widget.prototype._setOption.apply(this,arguments)},refresh:function(){var b=this.element.css("direction")==="rtl";this.buttons=this.element.find(this.options.items).filter(":ui-button").button("refresh").end().not(":ui-button").button().end().map(function(){return a(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(b?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(b?"ui-corner-left":"ui-corner-right").end().end()},destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return a(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy"),a.Widget.prototype.destroy.call(this)}})})(jQuery);/*
+ * jQuery UI Dialog 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Dialog
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ *  jquery.ui.button.js
+ *	jquery.ui.draggable.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.position.js
+ *	jquery.ui.resizable.js
+ */(function(a,b){var c="ui-dialog ui-widget ui-widget-content ui-corner-all ",d={buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},e={maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},f=a.attrFn||{val:!0,css:!0,html:!0,text:!0,data:!0,width:!0,height:!0,offset:!0,click:!0};a.widget("ui.dialog",{options:{autoOpen:!0,buttons:{},closeOnEscape:!0,closeText:"close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:!1,maxWidth:!1,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",collision:"fit",using:function(b){var c=a(this).css(b).offset().top;c<0&&a(this).css("top",b.top-c)}},resizable:!0,show:null,stack:!0,title:"",width:300,zIndex:1e3},_create:function(){this.originalTitle=this.element.attr("title"),typeof this.originalTitle!="string"&&(this.originalTitle=""),this.options.title=this.options.title||this.originalTitle;var b=this,d=b.options,e=d.title||"&#160;",f=a.ui.dialog.getTitleId(b.element),g=(b.uiDialog=a("<div></div>")).appendTo(document.body).hide().addClass(c+d.dialogClass).css({zIndex:d.zIndex}).attr("tabIndex",-1).css("outline",0).keydown(function(c){d.closeOnEscape&&!c.isDefaultPrevented()&&c.keyCode&&c.keyCode===a.ui.keyCode.ESCAPE&&(b.close(c),c.preventDefault())}).attr({role:"dialog","aria-labelledby":f}).mousedown(function(a){b.moveToTop(!1,a)}),h=b.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(g),i=(b.uiDialogTitlebar=a("<div></div>")).addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(g),j=a('<a href="#"></a>').addClass("ui-dialog-titlebar-close ui-corner-all").attr("role","button").hover(function(){j.addClass("ui-state-hover")},function(){j.removeClass("ui-state-hover")}).focus(function(){j.addClass("ui-state-focus")}).blur(function(){j.removeClass("ui-state-focus")}).click(function(a){b.close(a);return!1}).appendTo(i),k=(b.uiDialogTitlebarCloseText=a("<span></span>")).addClass("ui-icon ui-icon-closethick").text(d.closeText).appendTo(j),l=a("<span></span>").addClass("ui-dialog-title").attr("id",f).html(e).prependTo(i);a.isFunction(d.beforeclose)&&!a.isFunction(d.beforeClose)&&(d.beforeClose=d.beforeclose),i.find("*").add(i).disableSelection(),d.draggable&&a.fn.draggable&&b._makeDraggable(),d.resizable&&a.fn.resizable&&b._makeResizable(),b._createButtons(d.buttons),b._isOpen=!1,a.fn.bgiframe&&g.bgiframe()},_init:function(){this.options.autoOpen&&this.open()},destroy:function(){var a=this;a.overlay&&a.overlay.destroy(),a.uiDialog.hide(),a.element.unbind(".dialog").removeData("dialog").removeClass("ui-dialog-content ui-widget-content").hide().appendTo("body"),a.uiDialog.remove(),a.originalTitle&&a.element.attr("title",a.originalTitle);return a},widget:function(){return this.uiDialog},close:function(b){var c=this,d,e;if(!1!==c._trigger("beforeClose",b)){c.overlay&&c.overlay.destroy(),c.uiDialog.unbind("keypress.ui-dialog"),c._isOpen=!1,c.options.hide?c.uiDialog.hide(c.options.hide,function(){c._trigger("close",b)}):(c.uiDialog.hide(),c._trigger("close",b)),a.ui.dialog.overlay.resize(),c.options.modal&&(d=0,a(".ui-dialog").each(function(){this!==c.uiDialog[0]&&(e=a(this).css("z-index"),isNaN(e)||(d=Math.max(d,e)))}),a.ui.dialog.maxZ=d);return c}},isOpen:function(){return this._isOpen},moveToTop:function(b,c){var d=this,e=d.options,f;if(e.modal&&!b||!e.stack&&!e.modal)return d._trigger("focus",c);e.zIndex>a.ui.dialog.maxZ&&(a.ui.dialog.maxZ=e.zIndex),d.overlay&&(a.ui.dialog.maxZ+=1,d.overlay.$el.css("z-index",a.ui.dialog.overlay.maxZ=a.ui.dialog.maxZ)),f={scrollTop:d.element.scrollTop(),scrollLeft:d.element.scrollLeft()},a.ui.dialog.maxZ+=1,d.uiDialog.css("z-index",a.ui.dialog.maxZ),d.element.attr(f),d._trigger("focus",c);return d},open:function(){if(!this._isOpen){var b=this,c=b.options,d=b.uiDialog;b.overlay=c.modal?new a.ui.dialog.overlay(b):null,b._size(),b._position(c.position),d.show(c.show),b.moveToTop(!0),c.modal&&d.bind("keydown.ui-dialog",function(b){if(b.keyCode===a.ui.keyCode.TAB){var c=a(":tabbable",this),d=c.filter(":first"),e=c.filter(":last");if(b.target===e[0]&&!b.shiftKey){d.focus(1);return!1}if(b.target===d[0]&&b.shiftKey){e.focus(1);return!1}}}),a(b.element.find(":tabbable").get().concat(d.find(".ui-dialog-buttonpane :tabbable").get().concat(d.get()))).eq(0).focus(),b._isOpen=!0,b._trigger("open");return b}},_createButtons:function(b){var c=this,d=!1,e=a("<div></div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),g=a("<div></div>").addClass("ui-dialog-buttonset").appendTo(e);c.uiDialog.find(".ui-dialog-buttonpane").remove(),typeof b=="object"&&b!==null&&a.each(b,function(){return!(d=!0)}),d&&(a.each(b,function(b,d){d=a.isFunction(d)?{click:d,text:b}:d;var e=a('<button type="button"></button>').click(function(){d.click.apply(c.element[0],arguments)}).appendTo(g);a.each(d,function(a,b){a!=="click"&&(a in f?e[a](b):e.attr(a,b))}),a.fn.button&&e.button()}),e.appendTo(c.uiDialog))},_makeDraggable:function(){function f(a){return{position:a.position,offset:a.offset}}var b=this,c=b.options,d=a(document),e;b.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(d,g){e=c.height==="auto"?"auto":a(this).height(),a(this).height(a(this).height()).addClass("ui-dialog-dragging"),b._trigger("dragStart",d,f(g))},drag:function(a,c){b._trigger("drag",a,f(c))},stop:function(g,h){c.position=[h.position.left-d.scrollLeft(),h.position.top-d.scrollTop()],a(this).removeClass("ui-dialog-dragging").height(e),b._trigger("dragStop",g,f(h)),a.ui.dialog.overlay.resize()}})},_makeResizable:function(c){function h(a){return{originalPosition:a.originalPosition,originalSize:a.originalSize,position:a.position,size:a.size}}c=c===b?this.options.resizable:c;var d=this,e=d.options,f=d.uiDialog.css("position"),g=typeof c=="string"?c:"n,e,s,w,se,sw,ne,nw";d.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:d.element,maxWidth:e.maxWidth,maxHeight:e.maxHeight,minWidth:e.minWidth,minHeight:d._minHeight(),handles:g,start:function(b,c){a(this).addClass("ui-dialog-resizing"),d._trigger("resizeStart",b,h(c))},resize:function(a,b){d._trigger("resize",a,h(b))},stop:function(b,c){a(this).removeClass("ui-dialog-resizing"),e.height=a(this).height(),e.width=a(this).width(),d._trigger("resizeStop",b,h(c)),a.ui.dialog.overlay.resize()}}).css("position",f).find(".ui-resizable-se").addClass("ui-icon ui-icon-grip-diagonal-se")},_minHeight:function(){var a=this.options;return a.height==="auto"?a.minHeight:Math.min(a.minHeight,a.height)},_position:function(b){var c=[],d=[0,0],e;if(b){if(typeof b=="string"||typeof b=="object"&&"0"in b)c=b.split?b.split(" "):[b[0],b[1]],c.length===1&&(c[1]=c[0]),a.each(["left","top"],function(a,b){+c[a]===c[a]&&(d[a]=c[a],c[a]=b)}),b={my:c.join(" "),at:c.join(" "),offset:d.join(" ")};b=a.extend({},a.ui.dialog.prototype.options.position,b)}else b=a.ui.dialog.prototype.options.position;e=this.uiDialog.is(":visible"),e||this.uiDialog.show(),this.uiDialog.css({top:0,left:0}).position(a.extend({of:window},b)),e||this.uiDialog.hide()},_setOptions:function(b){var c=this,f={},g=!1;a.each(b,function(a,b){c._setOption(a,b),a in d&&(g=!0),a in e&&(f[a]=b)}),g&&this._size(),this.uiDialog.is(":data(resizable)")&&this.uiDialog.resizable("option",f)},_setOption:function(b,d){var e=this,f=e.uiDialog;switch(b){case"beforeclose":b="beforeClose";break;case"buttons":e._createButtons(d);break;case"closeText":e.uiDialogTitlebarCloseText.text(""+d);break;case"dialogClass":f.removeClass(e.options.dialogClass).addClass(c+d);break;case"disabled":d?f.addClass("ui-dialog-disabled"):f.removeClass("ui-dialog-disabled");break;case"draggable":var g=f.is(":data(draggable)");g&&!d&&f.draggable("destroy"),!g&&d&&e._makeDraggable();break;case"position":e._position(d);break;case"resizable":var h=f.is(":data(resizable)");h&&!d&&f.resizable("destroy"),h&&typeof d=="string"&&f.resizable("option","handles",d),!h&&d!==!1&&e._makeResizable(d);break;case"title":a(".ui-dialog-title",e.uiDialogTitlebar).html(""+(d||"&#160;"))}a.Widget.prototype._setOption.apply(e,arguments)},_size:function(){var b=this.options,c,d,e=this.uiDialog.is(":visible");this.element.show().css({width:"auto",minHeight:0,height:0}),b.minWidth>b.width&&(b.width=b.minWidth),c=this.uiDialog.css({height:"auto",width:b.width}).height(),d=Math.max(0,b.minHeight-c);if(b.height==="auto")if(a.support.minHeight)this.element.css({minHeight:d,height:"auto"});else{this.uiDialog.show();var f=this.element.css("height","auto").height();e||this.uiDialog.hide(),this.element.height(Math.max(f,d))}else this.element.height(Math.max(b.height-c,0));this.uiDialog.is(":data(resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())}}),a.extend(a.ui.dialog,{version:"1.8.17",uuid:0,maxZ:0,getTitleId:function(a){var b=a.attr("id");b||(this.uuid+=1,b=this.uuid);return"ui-dialog-title-"+b},overlay:function(b){this.$el=a.ui.dialog.overlay.create(b)}}),a.extend(a.ui.dialog.overlay,{instances:[],oldInstances:[],maxZ:0,events:a.map("focus,mousedown,mouseup,keydown,keypress,click".split(","),function(a){return a+".dialog-overlay"}).join(" "),create:function(b){this.instances.length===0&&(setTimeout(function(){a.ui.dialog.overlay.instances.length&&a(document).bind(a.ui.dialog.overlay.events,function(b){if(a(b.target).zIndex()<a.ui.dialog.overlay.maxZ)return!1})},1),a(document).bind("keydown.dialog-overlay",function(c){b.options.closeOnEscape&&!c.isDefaultPrevented()&&c.keyCode&&c.keyCode===a.ui.keyCode.ESCAPE&&(b.close(c),c.preventDefault())}),a(window).bind("resize.dialog-overlay",a.ui.dialog.overlay.resize));var c=(this.oldInstances.pop()||a("<div></div>").addClass("ui-widget-overlay")).appendTo(document.body).css({width:this.width(),height:this.height()});a.fn.bgiframe&&c.bgiframe(),this.instances.push(c);return c},destroy:function(b){var c=a.inArray(b,this.instances);c!=-1&&this.oldInstances.push(this.instances.splice(c,1)[0]),this.instances.length===0&&a([document,window]).unbind(".dialog-overlay"),b.remove();var d=0;a.each(this.instances,function(){d=Math.max(d,this.css("z-index"))}),this.maxZ=d},height:function(){var b,c;if(a.browser.msie&&a.browser.version<7){b=Math.max(document.documentElement.scrollHeight,document.body.scrollHeight),c=Math.max(document.documentElement.offsetHeight,document.body.offsetHeight);return b<c?a(window).height()+"px":b+"px"}return a(document).height()+"px"},width:function(){var b,c;if(a.browser.msie){b=Math.max(document.documentElement.scrollWidth,document.body.scrollWidth),c=Math.max(document.documentElement.offsetWidth,document.body.offsetWidth);return b<c?a(window).width()+"px":b+"px"}return a(document).width()+"px"},resize:function(){var b=a([]);a.each(a.ui.dialog.overlay.instances,function(){b=b.add(this)}),b.css({width:0,height:0}).css({width:a.ui.dialog.overlay.width(),height:a.ui.dialog.overlay.height()})}}),a.extend(a.ui.dialog.overlay.prototype,{destroy:function(){a.ui.dialog.overlay.destroy(this.$el)}})})(jQuery);/*
+ * jQuery UI Slider 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Slider
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.mouse.js
+ *	jquery.ui.widget.js
+ */(function(a,b){var c=5;a.widget("ui.slider",a.ui.mouse,{widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null},_create:function(){var b=this,d=this.options,e=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),f="<a class='ui-slider-handle ui-state-default ui-corner-all' href='#'></a>",g=d.values&&d.values.length||1,h=[];this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"+(d.disabled?" ui-slider-disabled ui-disabled":"")),this.range=a([]),d.range&&(d.range===!0&&(d.values||(d.values=[this._valueMin(),this._valueMin()]),d.values.length&&d.values.length!==2&&(d.values=[d.values[0],d.values[0]])),this.range=a("<div></div>").appendTo(this.element).addClass("ui-slider-range ui-widget-header"+(d.range==="min"||d.range==="max"?" ui-slider-range-"+d.range:"")));for(var i=e.length;i<g;i+=1)h.push(f);this.handles=e.add(a(h.join("")).appendTo(b.element)),this.handle=this.handles.eq(0),this.handles.add(this.range).filter("a").click(function(a){a.preventDefault()}).hover(function(){d.disabled||a(this).addClass("ui-state-hover")},function(){a(this).removeClass("ui-state-hover")}).focus(function(){d.disabled?a(this).blur():(a(".ui-slider .ui-state-focus").removeClass("ui-state-focus"),a(this).addClass("ui-state-focus"))}).blur(function(){a(this).removeClass("ui-state-focus")}),this.handles.each(function(b){a(this).data("index.ui-slider-handle",b)}),this.handles.keydown(function(d){var e=!0,f=a(this).data("index.ui-slider-handle"),g,h,i,j;if(!b.options.disabled){switch(d.keyCode){case a.ui.keyCode.HOME:case a.ui.keyCode.END:case a.ui.keyCode.PAGE_UP:case a.ui.keyCode.PAGE_DOWN:case a.ui.keyCode.UP:case a.ui.keyCode.RIGHT:case a.ui.keyCode.DOWN:case a.ui.keyCode.LEFT:e=!1;if(!b._keySliding){b._keySliding=!0,a(this).addClass("ui-state-active"),g=b._start(d,f);if(g===!1)return}}j=b.options.step,b.options.values&&b.options.values.length?h=i=b.values(f):h=i=b.value();switch(d.keyCode){case a.ui.keyCode.HOME:i=b._valueMin();break;case a.ui.keyCode.END:i=b._valueMax();break;case a.ui.keyCode.PAGE_UP:i=b._trimAlignValue(h+(b._valueMax()-b._valueMin())/c);break;case a.ui.keyCode.PAGE_DOWN:i=b._trimAlignValue(h-(b._valueMax()-b._valueMin())/c);break;case a.ui.keyCode.UP:case a.ui.keyCode.RIGHT:if(h===b._valueMax())return;i=b._trimAlignValue(h+j);break;case a.ui.keyCode.DOWN:case a.ui.keyCode.LEFT:if(h===b._valueMin())return;i=b._trimAlignValue(h-j)}b._slide(d,f,i);return e}}).keyup(function(c){var d=a(this).data("index.ui-slider-handle");b._keySliding&&(b._keySliding=!1,b._stop(c,d),b._change(c,d),a(this).removeClass("ui-state-active"))}),this._refreshValue(),this._animateOff=!1},destroy:function(){this.handles.remove(),this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-slider-disabled ui-widget ui-widget-content ui-corner-all").removeData("slider").unbind(".slider"),this._mouseDestroy();return this},_mouseCapture:function(b){var c=this.options,d,e,f,g,h,i,j,k,l;if(c.disabled)return!1;this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),d={x:b.pageX,y:b.pageY},e=this._normValueFromMouse(d),f=this._valueMax()-this._valueMin()+1,h=this,this.handles.each(function(b){var c=Math.abs(e-h.values(b));f>c&&(f=c,g=a(this),i=b)}),c.range===!0&&this.values(1)===c.min&&(i+=1,g=a(this.handles[i])),j=this._start(b,i);if(j===!1)return!1;this._mouseSliding=!0,h._handleIndex=i,g.addClass("ui-state-active").focus(),k=g.offset(),l=!a(b.target).parents().andSelf().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:b.pageX-k.left-g.width()/2,top:b.pageY-k.top-g.height()/2-(parseInt(g.css("borderTopWidth"),10)||0)-(parseInt(g.css("borderBottomWidth"),10)||0)+(parseInt(g.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(b,i,e),this._animateOff=!0;return!0},_mouseStart:function(a){return!0},_mouseDrag:function(a){var b={x:a.pageX,y:a.pageY},c=this._normValueFromMouse(b);this._slide(a,this._handleIndex,c);return!1},_mouseStop:function(a){this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(a,this._handleIndex),this._change(a,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1;return!1},_detectOrientation:function(){this.orientation=this.options.orientation==="vertical"?"vertical":"horizontal"},_normValueFromMouse:function(a){var b,c,d,e,f;this.orientation==="horizontal"?(b=this.elementSize.width,c=a.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(b=this.elementSize.height,c=a.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),d=c/b,d>1&&(d=1),d<0&&(d=0),this.orientation==="vertical"&&(d=1-d),e=this._valueMax()-this._valueMin(),f=this._valueMin()+d*e;return this._trimAlignValue(f)},_start:function(a,b){var c={handle:this.handles[b],value:this.value()};this.options.values&&this.options.values.length&&(c.value=this.values(b),c.values=this.values());return this._trigger("start",a,c)},_slide:function(a,b,c){var d,e,f;this.options.values&&this.options.values.length?(d=this.values(b?0:1),this.options.values.length===2&&this.options.range===!0&&(b===0&&c>d||b===1&&c<d)&&(c=d),c!==this.values(b)&&(e=this.values(),e[b]=c,f=this._trigger("slide",a,{handle:this.handles[b],value:c,values:e}),d=this.values(b?0:1),f!==!1&&this.values(b,c,!0))):c!==this.value()&&(f=this._trigger("slide",a,{handle:this.handles[b],value:c}),f!==!1&&this.value(c))},_stop:function(a,b){var c={handle:this.handles[b],value:this.value()};this.options.values&&this.options.values.length&&(c.value=this.values(b),c.values=this.values()),this._trigger("stop",a,c)},_change:function(a,b){if(!this._keySliding&&!this._mouseSliding){var c={handle:this.handles[b],value:this.value()};this.options.values&&this.options.values.length&&(c.value=this.values(b),c.values=this.values()),this._trigger("change",a,c)}},value:function(a){if(arguments.length)this.options.value=this._trimAlignValue(a),this._refreshValue(),this._change(null,0);else return this._value()},values:function(b,c){var d,e,f;if(arguments.length>1)this.options.values[b]=this._trimAlignValue(c),this._refreshValue(),this._change(null,b);else{if(!arguments.length)return this._values();if(!a.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(b):this.value();d=this.options.values,e=arguments[0];for(f=0;f<d.length;f+=1)d[f]=this._trimAlignValue(e[f]),this._change(null,f);this._refreshValue()}},_setOption:function(b,c){var d,e=0;a.isArray(this.options.values)&&(e=this.options.values.length),a.Widget.prototype._setOption.apply(this,arguments);switch(b){case"disabled":c?(this.handles.filter(".ui-state-focus").blur(),this.handles.removeClass("ui-state-hover"),this.handles.propAttr("disabled",!0),this.element.addClass("ui-disabled")):(this.handles.propAttr("disabled",!1),this.element.removeClass("ui-disabled"));break;case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal ui-slider-vertical").addClass("ui-slider-"+this.orientation),this._refreshValue();break;case"value":this._animateOff=!0,this._refreshValue(),this._change(null,0),this._animateOff=!1;break;case"values":this._animateOff=!0,this._refreshValue();for(d=0;d<e;d+=1)this._change(null,d);this._animateOff=!1}},_value:function(){var a=this.options.value;a=this._trimAlignValue(a);return a},_values:function(a){var b,c,d;if(arguments.length){b=this.options.values[a],b=this._trimAlignValue(b);return b}c=this.options.values.slice();for(d=0;d<c.length;d+=1)c[d]=this._trimAlignValue(c[d]);return c},_trimAlignValue:function(a){if(a<=this._valueMin())return this._valueMin();if(a>=this._valueMax())return this._valueMax();var b=this.options.step>0?this.options.step:1,c=(a-this._valueMin())%b,d=a-c;Math.abs(c)*2>=b&&(d+=c>0?b:-b);return parseFloat(d.toFixed(5))},_valueMin:function(){return this.options.min},_valueMax:function(){return this.options.max},_refreshValue:function(){var b=this.options.range,c=this.options,d=this,e=this._animateOff?!1:c.animate,f,g={},h,i,j,k;this.options.values&&this.options.values.length?this.handles.each(function(b,i){f=(d.values(b)-d._valueMin())/(d._valueMax()-d._valueMin())*100,g[d.orientation==="horizontal"?"left":"bottom"]=f+"%",a(this).stop(1,1)[e?"animate":"css"](g,c.animate),d.options.range===!0&&(d.orientation==="horizontal"?(b===0&&d.range.stop(1,1)[e?"animate":"css"]({left:f+"%"},c.animate),b===1&&d.range[e?"animate":"css"]({width:f-h+"%"},{queue:!1,duration:c.animate})):(b===0&&d.range.stop(1,1)[e?"animate":"css"]({bottom:f+"%"},c.animate),b===1&&d.range[e?"animate":"css"]({height:f-h+"%"},{queue:!1,duration:c.animate}))),h=f}):(i=this.value(),j=this._valueMin(),k=this._valueMax(),f=k!==j?(i-j)/(k-j)*100:0,g[d.orientation==="horizontal"?"left":"bottom"]=f+"%",this.handle.stop(1,1)[e?"animate":"css"](g,c.animate),b==="min"&&this.orientation==="horizontal"&&this.range.stop(1,1)[e?"animate":"css"]({width:f+"%"},c.animate),b==="max"&&this.orientation==="horizontal"&&this.range[e?"animate":"css"]({width:100-f+"%"},{queue:!1,duration:c.animate}),b==="min"&&this.orientation==="vertical"&&this.range.stop(1,1)[e?"animate":"css"]({height:f+"%"},c.animate),b==="max"&&this.orientation==="vertical"&&this.range[e?"animate":"css"]({height:100-f+"%"},{queue:!1,duration:c.animate}))}}),a.extend(a.ui.slider,{version:"1.8.17"})})(jQuery);/*
+ * jQuery UI Tabs 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Tabs
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ *	jquery.ui.widget.js
+ */(function(a,b){function f(){return++d}function e(){return++c}var c=0,d=0;a.widget("ui.tabs",{options:{add:null,ajaxOptions:null,cache:!1,cookie:null,collapsible:!1,disable:null,disabled:[],enable:null,event:"click",fx:null,idPrefix:"ui-tabs-",load:null,panelTemplate:"<div></div>",remove:null,select:null,show:null,spinner:"<em>Loading&#8230;</em>",tabTemplate:"<li><a href='#{href}'><span>#{label}</span></a></li>"},_create:function(){this._tabify(!0)},_setOption:function(a,b){if(a=="selected"){if(this.options.collapsible&&b==this.options.selected)return;this.select(b)}else this.options[a]=b,this._tabify()},_tabId:function(a){return a.title&&a.title.replace(/\s/g,"_").replace(/[^\w\u00c0-\uFFFF-]/g,"")||this.options.idPrefix+e()},_sanitizeSelector:function(a){return a.replace(/:/g,"\\:")},_cookie:function(){var b=this.cookie||(this.cookie=this.options.cookie.name||"ui-tabs-"+f());return a.cookie.apply(null,[b].concat(a.makeArray(arguments)))},_ui:function(a,b){return{tab:a,panel:b,index:this.anchors.index(a)}},_cleanup:function(){this.lis.filter(".ui-state-processing").removeClass("ui-state-processing").find("span:data(label.tabs)").each(function(){var b=a(this);b.html(b.data("label.tabs")).removeData("label.tabs")})},_tabify:function(c){function m(b,c){b.css("display",""),!a.support.opacity&&c.opacity&&b[0].style.removeAttribute("filter")}var d=this,e=this.options,f=/^#.+/;this.list=this.element.find("ol,ul").eq(0),this.lis=a(" > li:has(a[href])",this.list),this.anchors=this.lis.map(function(){return a("a",this)[0]}),this.panels=a([]),this.anchors.each(function(b,c){var g=a(c).attr("href"),h=g.split("#")[0],i;h&&(h===location.toString().split("#")[0]||(i=a("base")[0])&&h===i.href)&&(g=c.hash,c.href=g);if(f.test(g))d.panels=d.panels.add(d.element.find(d._sanitizeSelector(g)));else if(g&&g!=="#"){a.data(c,"href.tabs",g),a.data(c,"load.tabs",g.replace(/#.*$/,""));var j=d._tabId(c);c.href="#"+j;var k=d.element.find("#"+j);k.length||(k=a(e.panelTemplate).attr("id",j).addClass("ui-tabs-panel ui-widget-content ui-corner-bottom").insertAfter(d.panels[b-1]||d.list),k.data("destroy.tabs",!0)),d.panels=d.panels.add(k)}else e.disabled.push(b)}),c?(this.element.addClass("ui-tabs ui-widget ui-widget-content ui-corner-all"),this.list.addClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all"),this.lis.addClass("ui-state-default ui-corner-top"),this.panels.addClass("ui-tabs-panel ui-widget-content ui-corner-bottom"),e.selected===b?(location.hash&&this.anchors.each(function(a,b){if(b.hash==location.hash){e.selected=a;return!1}}),typeof e.selected!="number"&&e.cookie&&(e.selected=parseInt(d._cookie(),10)),typeof e.selected!="number"&&this.lis.filter(".ui-tabs-selected").length&&(e.selected=this.lis.index(this.lis.filter(".ui-tabs-selected"))),e.selected=e.selected||(this.lis.length?0:-1)):e.selected===null&&(e.selected=-1),e.selected=e.selected>=0&&this.anchors[e.selected]||e.selected<0?e.selected:0,e.disabled=a.unique(e.disabled.concat(a.map(this.lis.filter(".ui-state-disabled"),function(a,b){return d.lis.index(a)}))).sort(),a.inArray(e.selected,e.disabled)!=-1&&e.disabled.splice(a.inArray(e.selected,e.disabled),1),this.panels.addClass("ui-tabs-hide"),this.lis.removeClass("ui-tabs-selected ui-state-active"),e.selected>=0&&this.anchors.length&&(d.element.find(d._sanitizeSelector(d.anchors[e.selected].hash)).removeClass("ui-tabs-hide"),this.lis.eq(e.selected).addClass("ui-tabs-selected ui-state-active"),d.element.queue("tabs",function(){d._trigger("show",null,d._ui(d.anchors[e.selected],d.element.find(d._sanitizeSelector(d.anchors[e.selected].hash))[0]))}),this.load(e.selected)),a(window).bind("unload",function(){d.lis.add(d.anchors).unbind(".tabs"),d.lis=d.anchors=d.panels=null})):e.selected=this.lis.index(this.lis.filter(".ui-tabs-selected")),this.element[e.collapsible?"addClass":"removeClass"]("ui-tabs-collapsible"),e.cookie&&this._cookie(e.selected,e.cookie);for(var g=0,h;h=this.lis[g];g++)a(h)[a.inArray(g,e.disabled)!=-1&&!a(h).hasClass("ui-tabs-selected")?"addClass":"removeClass"]("ui-state-disabled");e.cache===!1&&this.anchors.removeData("cache.tabs"),this.lis.add(this.anchors).unbind(".tabs");if(e.event!=="mouseover"){var i=function(a,b){b.is(":not(.ui-state-disabled)")&&b.addClass("ui-state-"+a)},j=function(a,b){b.removeClass("ui-state-"+a)};this.lis.bind("mouseover.tabs",function(){i("hover",a(this))}),this.lis.bind("mouseout.tabs",function(){j("hover",a(this))}),this.anchors.bind("focus.tabs",function(){i("focus",a(this).closest("li"))}),this.anchors.bind("blur.tabs",function(){j("focus",a(this).closest("li"))})}var k,l;e.fx&&(a.isArray(e.fx)?(k=e.fx[0],l=e.fx[1]):k=l=e.fx);var n=l?function(b,c){a(b).closest("li").addClass("ui-tabs-selected ui-state-active"),c.hide().removeClass("ui-tabs-hide").animate(l,l.duration||"normal",function(){m(c,l),d._trigger("show",null,d._ui(b,c[0]))})}:function(b,c){a(b).closest("li").addClass("ui-tabs-selected ui-state-active"),c.removeClass("ui-tabs-hide"),d._trigger("show",null,d._ui(b,c[0]))},o=k?function(a,b){b.animate(k,k.duration||"normal",function(){d.lis.removeClass("ui-tabs-selected ui-state-active"),b.addClass("ui-tabs-hide"),m(b,k),d.element.dequeue("tabs")})}:function(a,b,c){d.lis.removeClass("ui-tabs-selected ui-state-active"),b.addClass("ui-tabs-hide"),d.element.dequeue("tabs")};this.anchors.bind(e.event+".tabs",function(){var b=this,c=a(b).closest("li"),f=d.panels.filter(":not(.ui-tabs-hide)"),g=d.element.find(d._sanitizeSelector(b.hash));if(c.hasClass("ui-tabs-selected")&&!e.collapsible||c.hasClass("ui-state-disabled")||c.hasClass("ui-state-processing")||d.panels.filter(":animated").length||d._trigger("select",null,d._ui(this,g[0]))===!1){this.blur();return!1}e.selected=d.anchors.index(this),d.abort();if(e.collapsible){if(c.hasClass("ui-tabs-selected")){e.selected=-1,e.cookie&&d._cookie(e.selected,e.cookie),d.element.queue("tabs",function(){o(b,f)}).dequeue("tabs"),this.blur();return!1}if(!f.length){e.cookie&&d._cookie(e.selected,e.cookie),d.element.queue("tabs",function(){n(b,g)}),d.load(d.anchors.index(this)),this.blur();return!1}}e.cookie&&d._cookie(e.selected,e.cookie);if(g.length)f.length&&d.element.queue("tabs",function(){o(b,f)}),d.element.queue("tabs",function(){n(b,g)}),d.load(d.anchors.index(this));else throw"jQuery UI Tabs: Mismatching fragment identifier.";a.browser.msie&&this.blur()}),this.anchors.bind("click.tabs",function(){return!1})},_getIndex:function(a){typeof a=="string"&&(a=this.anchors.index(this.anchors.filter("[href$="+a+"]")));return a},destroy:function(){var b=this.options;this.abort(),this.element.unbind(".tabs").removeClass("ui-tabs ui-widget ui-widget-content ui-corner-all ui-tabs-collapsible").removeData("tabs"),this.list.removeClass("ui-tabs-nav ui-helper-reset ui-helper-clearfix ui-widget-header ui-corner-all"),this.anchors.each(function(){var b=a.data(this,"href.tabs");b&&(this.href=b);var c=a(this).unbind(".tabs");a.each(["href","load","cache"],function(a,b){c.removeData(b+".tabs")})}),this.lis.unbind(".tabs").add(this.panels).each(function(){a.data(this,"destroy.tabs")?a(this).remove():a(this).removeClass(["ui-state-default","ui-corner-top","ui-tabs-selected","ui-state-active","ui-state-hover","ui-state-focus","ui-state-disabled","ui-tabs-panel","ui-widget-content","ui-corner-bottom","ui-tabs-hide"].join(" "))}),b.cookie&&this._cookie(null,b.cookie);return this},add:function(c,d,e){e===b&&(e=this.anchors.length);var f=this,g=this.options,h=a(g.tabTemplate.replace(/#\{href\}/g,c).replace(/#\{label\}/g,d)),i=c.indexOf("#")?this._tabId(a("a",h)[0]):c.replace("#","");h.addClass("ui-state-default ui-corner-top").data("destroy.tabs",!0);var j=f.element.find("#"+i);j.length||(j=a(g.panelTemplate).attr("id",i).data("destroy.tabs",!0)),j.addClass("ui-tabs-panel ui-widget-content ui-corner-bottom ui-tabs-hide"),e>=this.lis.length?(h.appendTo(this.list),j.appendTo(this.list[0].parentNode)):(h.insertBefore(this.lis[e]),j.insertBefore(this.panels[e])),g.disabled=a.map(g.disabled,function(a,b){return a>=e?++a:a}),this._tabify(),this.anchors.length==1&&(g.selected=0,h.addClass("ui-tabs-selected ui-state-active"),j.removeClass("ui-tabs-hide"),this.element.queue("tabs",function(){f._trigger("show",null,f._ui(f.anchors[0],f.panels[0]))}),this.load(0)),this._trigger("add",null,this._ui(this.anchors[e],this.panels[e]));return this},remove:function(b){b=this._getIndex(b);var c=this.options,d=this.lis.eq(b).remove(),e=this.panels.eq(b).remove();d.hasClass("ui-tabs-selected")&&this.anchors.length>1&&this.select(b+(b+1<this.anchors.length?1:-1)),c.disabled=a.map(a.grep(c.disabled,function(a,c){return a!=b}),function(a,c){return a>=b?--a:a}),this._tabify(),this._trigger("remove",null,this._ui(d.find("a")[0],e[0]));return this},enable:function(b){b=this._getIndex(b);var c=this.options;if(a.inArray(b,c.disabled)!=-1){this.lis.eq(b).removeClass("ui-state-disabled"),c.disabled=a.grep(c.disabled,function(a,c){return a!=b}),this._trigger("enable",null,this._ui(this.anchors[b],this.panels[b]));return this}},disable:function(a){a=this._getIndex(a);var b=this,c=this.options;a!=c.selected&&(this.lis.eq(a).addClass("ui-state-disabled"),c.disabled.push(a),c.disabled.sort(),this._trigger("disable",null,this._ui(this.anchors[a],this.panels[a])));return this},select:function(a){a=this._getIndex(a);if(a==-1)if(this.options.collapsible&&this.options.selected!=-1)a=this.options.selected;else return this;this.anchors.eq(a).trigger(this.options.event+".tabs");return this},load:function(b){b=this._getIndex(b);var c=this,d=this.options,e=this.anchors.eq(b)[0],f=a.data(e,"load.tabs");this.abort();if(!f||this.element.queue("tabs").length!==0&&a.data(e,"cache.tabs"))this.element.dequeue("tabs");else{this.lis.eq(b).addClass("ui-state-processing");if(d.spinner){var g=a("span",e);g.data("label.tabs",g.html()).html(d.spinner)}this.xhr=a.ajax(a.extend({},d.ajaxOptions,{url:f,success:function(f,g){c.element.find(c._sanitizeSelector(e.hash)).html(f),c._cleanup(),d.cache&&a.data(e,"cache.tabs",!0),c._trigger("load",null,c._ui(c.anchors[b],c.panels[b]));try{d.ajaxOptions.success(f,g)}catch(h){}},error:function(a,f,g){c._cleanup(),c._trigger("load",null,c._ui(c.anchors[b],c.panels[b]));try{d.ajaxOptions.error(a,f,b,e)}catch(g){}}})),c.element.dequeue("tabs");return this}},abort:function(){this.element.queue([]),this.panels.stop(!1,!0),this.element.queue("tabs",this.element.queue("tabs").splice(-2,2)),this.xhr&&(this.xhr.abort(),delete this.xhr),this._cleanup();return this},url:function(a,b){this.anchors.eq(a).removeData("cache.tabs").data("load.tabs",b);return this},length:function(){return this.anchors.length}}),a.extend(a.ui.tabs,{version:"1.8.17"}),a.extend(a.ui.tabs.prototype,{rotation:null,rotate:function(a,b){var c=this,d=this.options,e=c._rotate||(c._rotate=function(b){clearTimeout(c.rotation),c.rotation=setTimeout(function(){var a=d.selected;c.select(++a<c.anchors.length?a:0)},a),b&&b.stopPropagation()}),f=c._unrotate||(c._unrotate=b?function(a){t=d.selected,e()}:function(a){a.clientX&&c.rotate(null)});a?(this.element.bind("tabsshow",e),this.anchors.bind(d.event+".tabs",f),e()):(clearTimeout(c.rotation),this.element.unbind("tabsshow",e),this.anchors.unbind(d.event+".tabs",f),delete this._rotate,delete this._unrotate);return this}})})(jQuery);/*
+ * jQuery UI Datepicker 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Datepicker
+ *
+ * Depends:
+ *	jquery.ui.core.js
+ */(function($,undefined){function isArray(a){return a&&($.browser.safari&&typeof a=="object"&&a.length||a.constructor&&a.constructor.toString().match(/\Array\(\)/))}function extendRemove(a,b){$.extend(a,b);for(var c in b)if(b[c]==null||b[c]==undefined)a[c]=b[c];return a}function bindHover(a){var b="button, .ui-datepicker-prev, .ui-datepicker-next, .ui-datepicker-calendar td a";return a.bind("mouseout",function(a){var c=$(a.target).closest(b);!c.length||c.removeClass("ui-state-hover ui-datepicker-prev-hover ui-datepicker-next-hover")}).bind("mouseover",function(c){var d=$(c.target).closest(b);!$.datepicker._isDisabledDatepicker(instActive.inline?a.parent()[0]:instActive.input[0])&&!!d.length&&(d.parents(".ui-datepicker-calendar").find("a").removeClass("ui-state-hover"),d.addClass("ui-state-hover"),d.hasClass("ui-datepicker-prev")&&d.addClass("ui-datepicker-prev-hover"),d.hasClass("ui-datepicker-next")&&d.addClass("ui-datepicker-next-hover"))})}function Datepicker(){this.debug=!1,this._curInst=null,this._keyEvent=!1,this._disabledInputs=[],this._datepickerShowing=!1,this._inDialog=!1,this._mainDivId="ui-datepicker-div",this._inlineClass="ui-datepicker-inline",this._appendClass="ui-datepicker-append",this._triggerClass="ui-datepicker-trigger",this._dialogClass="ui-datepicker-dialog",this._disableClass="ui-datepicker-disabled",this._unselectableClass="ui-datepicker-unselectable",this._currentClass="ui-datepicker-current-day",this._dayOverClass="ui-datepicker-days-cell-over",this.regional=[],this.regional[""]={closeText:"Done",prevText:"Prev",nextText:"Next",currentText:"Today",monthNames:["January","February","March","April","May","June","July","August","September","October","November","December"],monthNamesShort:["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],dayNames:["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],dayNamesShort:["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],dayNamesMin:["Su","Mo","Tu","We","Th","Fr","Sa"],weekHeader:"Wk",dateFormat:"mm/dd/yy",firstDay:0,isRTL:!1,showMonthAfterYear:!1,yearSuffix:""},this._defaults={showOn:"focus",showAnim:"fadeIn",showOptions:{},defaultDate:null,appendText:"",buttonText:"...",buttonImage:"",buttonImageOnly:!1,hideIfNoPrevNext:!1,navigationAsDateFormat:!1,gotoCurrent:!1,changeMonth:!1,changeYear:!1,yearRange:"c-10:c+10",showOtherMonths:!1,selectOtherMonths:!1,showWeek:!1,calculateWeek:this.iso8601Week,shortYearCutoff:"+10",minDate:null,maxDate:null,duration:"fast",beforeShowDay:null,beforeShow:null,onSelect:null,onChangeMonthYear:null,onClose:null,numberOfMonths:1,showCurrentAtPos:0,stepMonths:1,stepBigMonths:12,altField:"",altFormat:"",constrainInput:!0,showButtonPanel:!1,autoSize:!1,disabled:!1},$.extend(this._defaults,this.regional[""]),this.dpDiv=bindHover($('<div id="'+this._mainDivId+'" class="ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all"></div>'))}$.extend($.ui,{datepicker:{version:"1.8.17"}});var PROP_NAME="datepicker",dpuuid=(new Date).getTime(),instActive;$.extend(Datepicker.prototype,{markerClassName:"hasDatepicker",maxRows:4,log:function(){this.debug&&console.log.apply("",arguments)},_widgetDatepicker:function(){return this.dpDiv},setDefaults:function(a){extendRemove(this._defaults,a||{});return this},_attachDatepicker:function(target,settings){var inlineSettings=null;for(var attrName in this._defaults){var attrValue=target.getAttribute("date:"+attrName);if(attrValue){inlineSettings=inlineSettings||{};try{inlineSettings[attrName]=eval(attrValue)}catch(err){inlineSettings[attrName]=attrValue}}}var nodeName=target.nodeName.toLowerCase(),inline=nodeName=="div"||nodeName=="span";target.id||(this.uuid+=1,target.id="dp"+this.uuid);var inst=this._newInst($(target),inline);inst.settings=$.extend({},settings||{},inlineSettings||{}),nodeName=="input"?this._connectDatepicker(target,inst):inline&&this._inlineDatepicker(target,inst)},_newInst:function(a,b){var c=a[0].id.replace(/([^A-Za-z0-9_-])/g,"\\\\$1");return{id:c,input:a,selectedDay:0,selectedMonth:0,selectedYear:0,drawMonth:0,drawYear:0,inline:b,dpDiv:b?bindHover($('<div class="'+this._inlineClass+' ui-datepicker ui-widget ui-widget-content ui-helper-clearfix ui-corner-all"></div>')):this.dpDiv}},_connectDatepicker:function(a,b){var c=$(a);b.append=$([]),b.trigger=$([]);c.hasClass(this.markerClassName)||(this._attachments(c,b),c.addClass(this.markerClassName).keydown(this._doKeyDown).keypress(this._doKeyPress).keyup(this._doKeyUp).bind("setData.datepicker",function(a,c,d){b.settings[c]=d}).bind("getData.datepicker",function(a,c){return this._get(b,c)}),this._autoSize(b),$.data(a,PROP_NAME,b),b.settings.disabled&&this._disableDatepicker(a))},_attachments:function(a,b){var c=this._get(b,"appendText"),d=this._get(b,"isRTL");b.append&&b.append.remove(),c&&(b.append=$('<span class="'+this._appendClass+'">'+c+"</span>"),a[d?"before":"after"](b.append)),a.unbind("focus",this._showDatepicker),b.trigger&&b.trigger.remove();var e=this._get(b,"showOn");(e=="focus"||e=="both")&&a.focus(this._showDatepicker);if(e=="button"||e=="both"){var f=this._get(b,"buttonText"),g=this._get(b,"buttonImage");b.trigger=$(this._get(b,"buttonImageOnly")?$("<img/>").addClass(this._triggerClass).attr({src:g,alt:f,title:f}):$('<button type="button"></button>').addClass(this._triggerClass).html(g==""?f:$("<img/>").attr({src:g,alt:f,title:f}))),a[d?"before":"after"](b.trigger),b.trigger.click(function(){$.datepicker._datepickerShowing&&$.datepicker._lastInput==a[0]?$.datepicker._hideDatepicker():$.datepicker._showDatepicker(a[0]);return!1})}},_autoSize:function(a){if(this._get(a,"autoSize")&&!a.inline){var b=new Date(2009,11,20),c=this._get(a,"dateFormat");if(c.match(/[DM]/)){var d=function(a){var b=0,c=0;for(var d=0;d<a.length;d++)a[d].length>b&&(b=a[d].length,c=d);return c};b.setMonth(d(this._get(a,c.match(/MM/)?"monthNames":"monthNamesShort"))),b.setDate(d(this._get(a,c.match(/DD/)?"dayNames":"dayNamesShort"))+20-b.getDay())}a.input.attr("size",this._formatDate(a,b).length)}},_inlineDatepicker:function(a,b){var c=$(a);c.hasClass(this.markerClassName)||(c.addClass(this.markerClassName).append(b.dpDiv).bind("setData.datepicker",function(a,c,d){b.settings[c]=d}).bind("getData.datepicker",function(a,c){return this._get(b,c)}),$.data(a,PROP_NAME,b),this._setDate(b,this._getDefaultDate(b),!0),this._updateDatepicker(b),this._updateAlternate(b),b.settings.disabled&&this._disableDatepicker(a),b.dpDiv.css("display","block"))},_dialogDatepicker:function(a,b,c,d,e){var f=this._dialogInst;if(!f){this.uuid+=1;var g="dp"+this.uuid;this._dialogInput=$('<input type="text" id="'+g+'" style="position: absolute; top: -100px; width: 0px; z-index: -10;"/>'),this._dialogInput.keydown(this._doKeyDown),$("body").append(this._dialogInput),f=this._dialogInst=this._newInst(this._dialogInput,!1),f.settings={},$.data(this._dialogInput[0],PROP_NAME,f)}extendRemove(f.settings,d||{}),b=b&&b.constructor==Date?this._formatDate(f,b):b,this._dialogInput.val(b),this._pos=e?e.length?e:[e.pageX,e.pageY]:null;if(!this._pos){var h=document.documentElement.clientWidth,i=document.documentElement.clientHeight,j=document.documentElement.scrollLeft||document.body.scrollLeft,k=document.documentElement.scrollTop||document.body.scrollTop;this._pos=[h/2-100+j,i/2-150+k]}this._dialogInput.css("left",this._pos[0]+20+"px").css("top",this._pos[1]+"px"),f.settings.onSelect=c,this._inDialog=!0,this.dpDiv.addClass(this._dialogClass),this._showDatepicker(this._dialogInput[0]),$.blockUI&&$.blockUI(this.dpDiv),$.data(this._dialogInput[0],PROP_NAME,f);return this},_destroyDatepicker:function(a){var b=$(a),c=$.data(a,PROP_NAME);if(!!b.hasClass(this.markerClassName)){var d=a.nodeName.toLowerCase();$.removeData(a,PROP_NAME),d=="input"?(c.append.remove(),c.trigger.remove(),b.removeClass(this.markerClassName).unbind("focus",this._showDatepicker).unbind("keydown",this._doKeyDown).unbind("keypress",this._doKeyPress).unbind("keyup",this._doKeyUp)):(d=="div"||d=="span")&&b.removeClass(this.markerClassName).empty()}},_enableDatepicker:function(a){var b=$(a),c=$.data(a,PROP_NAME);if(!!b.hasClass(this.markerClassName)){var d=a.nodeName.toLowerCase();if(d=="input")a.disabled=!1,c.trigger.filter("button").each(function(){this.disabled=!1}).end().filter("img").css({opacity:"1.0",cursor:""});else if(d=="div"||d=="span"){var e=b.children("."+this._inlineClass);e.children().removeClass("ui-state-disabled"),e.find("select.ui-datepicker-month, select.ui-datepicker-year").removeAttr("disabled")}this._disabledInputs=$.map(this._disabledInputs,function(b){return b==a?null:b})}},_disableDatepicker:function(a){var b=$(a),c=$.data(a,PROP_NAME);if(!!b.hasClass(this.markerClassName)){var d=a.nodeName.toLowerCase();if(d=="input")a.disabled=!0,c.trigger.filter("button").each(function(){this.disabled=!0}).end().filter("img").css({opacity:"0.5",cursor:"default"});else if(d=="div"||d=="span"){var e=b.children("."+this._inlineClass);e.children().addClass("ui-state-disabled"),e.find("select.ui-datepicker-month, select.ui-datepicker-year").attr("disabled","disabled")}this._disabledInputs=$.map(this._disabledInputs,function(b){return b==a?null:b}),this._disabledInputs[this._disabledInputs.length]=a}},_isDisabledDatepicker:function(a){if(!a)return!1;for(var b=0;b<this._disabledInputs.length;b++)if(this._disabledInputs[b]==a)return!0;return!1},_getInst:function(a){try{return $.data(a,PROP_NAME)}catch(b){throw"Missing instance data for this datepicker"}},_optionDatepicker:function(a,b,c){var d=this._getInst(a);if(arguments.length==2&&typeof b=="string")return b=="defaults"?$.extend({},$.datepicker._defaults):d?b=="all"?$.extend({},d.settings):this._get(d,b):null;var e=b||{};typeof b=="string"&&(e={},e[b]=c);if(d){this._curInst==d&&this._hideDatepicker();var f=this._getDateDatepicker(a,!0),g=this._getMinMaxDate(d,"min"),h=this._getMinMaxDate(d,"max");extendRemove(d.settings,e),g!==null&&e.dateFormat!==undefined&&e.minDate===undefined&&(d.settings.minDate=this._formatDate(d,g)),h!==null&&e.dateFormat!==undefined&&e.maxDate===undefined&&(d.settings.maxDate=this._formatDate(d,h)),this._attachments($(a),d),this._autoSize(d),this._setDate(d,f),this._updateAlternate(d),this._updateDatepicker(d)}},_changeDatepicker:function(a,b,c){this._optionDatepicker(a,b,c)},_refreshDatepicker:function(a){var b=this._getInst(a);b&&this._updateDatepicker(b)},_setDateDatepicker:function(a,b){var c=this._getInst(a);c&&(this._setDate(c,b),this._updateDatepicker(c),this._updateAlternate(c))},_getDateDatepicker:function(a,b){var c=this._getInst(a);c&&!c.inline&&this._setDateFromField(c,b);return c?this._getDate(c):null},_doKeyDown:function(a){var b=$.datepicker._getInst(a.target),c=!0,d=b.dpDiv.is(".ui-datepicker-rtl");b._keyEvent=!0;if($.datepicker._datepickerShowing)switch(a.keyCode){case 9:$.datepicker._hideDatepicker(),c=!1;break;case 13:var e=$("td."+$.datepicker._dayOverClass+":not(."+$.datepicker._currentClass+")",b.dpDiv);e[0]&&$.datepicker._selectDay(a.target,b.selectedMonth,b.selectedYear,e[0]);var f=$.datepicker._get(b,"onSelect");if(f){var g=$.datepicker._formatDate(b);f.apply(b.input?b.input[0]:null,[g,b])}else $.datepicker._hideDatepicker();return!1;case 27:$.datepicker._hideDatepicker();break;case 33:$.datepicker._adjustDate(a.target,a.ctrlKey?-$.datepicker._get(b,"stepBigMonths"):-$.datepicker._get(b,"stepMonths"),"M");break;case 34:$.datepicker._adjustDate(a.target,a.ctrlKey?+$.datepicker._get(b,"stepBigMonths"):+$.datepicker._get(b,"stepMonths"),"M");break;case 35:(a.ctrlKey||a.metaKey)&&$.datepicker._clearDate(a.target),c=a.ctrlKey||a.metaKey;break;case 36:(a.ctrlKey||a.metaKey)&&$.datepicker._gotoToday(a.target),c=a.ctrlKey||a.metaKey;break;case 37:(a.ctrlKey||a.metaKey)&&$.datepicker._adjustDate(a.target,d?1:-1,"D"),c=a.ctrlKey||a.metaKey,a.originalEvent.altKey&&$.datepicker._adjustDate(a.target,a.ctrlKey?-$.datepicker._get(b,"stepBigMonths"):-$.datepicker._get(b,"stepMonths"),"M");break;case 38:(a.ctrlKey||a.metaKey)&&$.datepicker._adjustDate(a.target,-7,"D"),c=a.ctrlKey||a.metaKey;break;case 39:(a.ctrlKey||a.metaKey)&&$.datepicker._adjustDate(a.target,d?-1:1,"D"),c=a.ctrlKey||a.metaKey,a.originalEvent.altKey&&$.datepicker._adjustDate(a.target,a.ctrlKey?+$.datepicker._get(b,"stepBigMonths"):+$.datepicker._get(b,"stepMonths"),"M");break;case 40:(a.ctrlKey||a.metaKey)&&$.datepicker._adjustDate(a.target,7,"D"),c=a.ctrlKey||a.metaKey;break;default:c=!1}else a.keyCode==36&&a.ctrlKey?$.datepicker._showDatepicker(this):c=!1;c&&(a.preventDefault(),a.stopPropagation())},_doKeyPress:function(a){var b=$.datepicker._getInst(a.target);if($.datepicker._get(b,"constrainInput")){var c=$.datepicker._possibleChars($.datepicker._get(b,"dateFormat")),d=String.fromCharCode(a.charCode==undefined?a.keyCode:a.charCode);return a.ctrlKey||a.metaKey||d<" "||!c||c.indexOf(d)>-1}},_doKeyUp:function(a){var b=$.datepicker._getInst(a.target);if(b.input.val()!=b.lastVal)try{var c=$.datepicker.parseDate($.datepicker._get(b,"dateFormat"),b.input?b.input.val():null,$.datepicker._getFormatConfig(b));c&&($.datepicker._setDateFromField(b),$.datepicker._updateAlternate(b),$.datepicker._updateDatepicker(b))}catch(a){$.datepicker.log(a)}return!0},_showDatepicker:function(a){a=a.target||a,a.nodeName.toLowerCase()!="input"&&(a=$("input",a.parentNode)[0]);if(!$.datepicker._isDisabledDatepicker(a)&&$.datepicker._lastInput!=a){var b=$.datepicker._getInst(a);$.datepicker._curInst&&$.datepicker._curInst!=b&&($.datepicker._curInst.dpDiv.stop(!0,!0),b&&$.datepicker._datepickerShowing&&$.datepicker._hideDatepicker($.datepicker._curInst.input[0]));var c=$.datepicker._get(b,"beforeShow"),d=c?c.apply(a,[a,b]):{};if(d===!1)return;extendRemove(b.settings,d),b.lastVal=null,$.datepicker._lastInput=a,$.datepicker._setDateFromField(b),$.datepicker._inDialog&&(a.value=""),$.datepicker._pos||($.datepicker._pos=$.datepicker._findPos(a),$.datepicker._pos[1]+=a.offsetHeight);var e=!1;$(a).parents().each(function(){e|=$(this).css("position")=="fixed";return!e}),e&&$.browser.opera&&($.datepicker._pos[0]-=document.documentElement.scrollLeft,$.datepicker._pos[1]-=document.documentElement.scrollTop);var f={left:$.datepicker._pos[0],top:$.datepicker._pos[1]};$.datepicker._pos=null,b.dpDiv.empty(),b.dpDiv.css({position:"absolute",display:"block",top:"-1000px"}),$.datepicker._updateDatepicker(b),f=$.datepicker._checkOffset(b,f,e),b.dpDiv.css({position:$.datepicker._inDialog&&$.blockUI?"static":e?"fixed":"absolute",display:"none",left:f.left+"px",top:f.top+"px"});if(!b.inline){var g=$.datepicker._get(b,"showAnim"),h=$.datepicker._get(b,"duration"),i=function(){var a=b.dpDiv.find("iframe.ui-datepicker-cover");if(!!a.length){var c=$.datepicker._getBorders(b.dpDiv);a.css({left:-c[0],top:-c[1],width:b.dpDiv.outerWidth(),height:b.dpDiv.outerHeight()})}};b.dpDiv.zIndex($(a).zIndex()+1),$.datepicker._datepickerShowing=!0,$.effects&&$.effects[g]?b.dpDiv.show(g,$.datepicker._get(b,"showOptions"),h,i):b.dpDiv[g||"show"](g?h:null,i),(!g||!h)&&i(),b.input.is(":visible")&&!b.input.is(":disabled")&&b.input.focus(),$.datepicker._curInst=b}}},_updateDatepicker:function(a){var b=this;b.maxRows=4;var c=$.datepicker._getBorders(a.dpDiv);instActive=a,a.dpDiv.empty().append(this._generateHTML(a));var d=a.dpDiv.find("iframe.ui-datepicker-cover");!d.length||d.css({left:-c[0],top:-c[1],width:a.dpDiv.outerWidth(),height:a.dpDiv.outerHeight()}),a.dpDiv.find("."+this._dayOverClass+" a").mouseover();var e=this._getNumberOfMonths(a),f=e[1],g=17;a.dpDiv.removeClass("ui-datepicker-multi-2 ui-datepicker-multi-3 ui-datepicker-multi-4").width(""),f>1&&a.dpDiv.addClass("ui-datepicker-multi-"+f).css("width",g*f+"em"),a.dpDiv[(e[0]!=1||e[1]!=1?"add":"remove")+"Class"]("ui-datepicker-multi"),a.dpDiv[(this._get(a,"isRTL")?"add":"remove")+"Class"]("ui-datepicker-rtl"),a==$.datepicker._curInst&&$.datepicker._datepickerShowing&&a.input&&a.input.is(":visible")&&!a.input.is(":disabled")&&a.input[0]!=document.activeElement&&a.input.focus();if(a.yearshtml){var h=a.yearshtml;setTimeout(function(){h===a.yearshtml&&a.yearshtml&&a.dpDiv.find("select.ui-datepicker-year:first").replaceWith(a.yearshtml),h=a.yearshtml=null},0)}},_getBorders:function(a){var b=function(a){return{thin:1,medium:2,thick:3}[a]||a};return[parseFloat(b(a.css("border-left-width"))),parseFloat(b(a.css("border-top-width")))]},_checkOffset:function(a,b,c){var d=a.dpDiv.outerWidth(),e=a.dpDiv.outerHeight(),f=a.input?a.input.outerWidth():0,g=a.input?a.input.outerHeight():0,h=document.documentElement.clientWidth+$(document).scrollLeft(),i=document.documentElement.clientHeight+$(document).scrollTop();b.left-=this._get(a,"isRTL")?d-f:0,b.left-=c&&b.left==a.input.offset().left?$(document).scrollLeft():0,b.top-=c&&b.top==a.input.offset().top+g?$(document).scrollTop():0,b.left-=Math.min(b.left,b.left+d>h&&h>d?Math.abs(b.left+d-h):0),b.top-=Math.min(b.top,b.top+e>i&&i>e?Math.abs(e+g):0);return b},_findPos:function(a){var b=this._getInst(a),c=this._get(b,"isRTL");while(a&&(a.type=="hidden"||a.nodeType!=1||$.expr.filters.hidden(a)))a=a[c?"previousSibling":"nextSibling"];var d=$(a).offset();return[d.left,d.top]},_hideDatepicker:function(a){var b=this._curInst;if(!(!b||a&&b!=$.data(a,PROP_NAME))&&this._datepickerShowing){var c=this._get(b,"showAnim"),d=this._get(b,"duration"),e=this,f=function(){$.datepicker._tidyDialog(b),e._curInst=null};$.effects&&$.effects[c]?b.dpDiv.hide(c,$.datepicker._get(b,"showOptions"),d,f):b.dpDiv[c=="slideDown"?"slideUp":c=="fadeIn"?"fadeOut":"hide"](c?d:null,f),c||f(),this._datepickerShowing=!1;var g=this._get(b,"onClose");g&&g.apply(b.input?b.input[0]:null,[b.input?b.input.val():"",b]),this._lastInput=null,this._inDialog&&(this._dialogInput.css({position:"absolute",left:"0",top:"-100px"}),$.blockUI&&($.unblockUI(),$("body").append(this.dpDiv))),this._inDialog=!1}},_tidyDialog:function(a){a.dpDiv.removeClass(this._dialogClass).unbind(".ui-datepicker-calendar")},_checkExternalClick:function(a){if(!!$.datepicker._curInst){var b=$(a.target),c=$.datepicker._getInst(b[0]);(b[0].id!=$.datepicker._mainDivId&&b.parents("#"+$.datepicker._mainDivId).length==0&&!b.hasClass($.datepicker.markerClassName)&&!b.hasClass($.datepicker._triggerClass)&&$.datepicker._datepickerShowing&&(!$.datepicker._inDialog||!$.blockUI)||b.hasClass($.datepicker.markerClassName)&&$.datepicker._curInst!=c)&&$.datepicker._hideDatepicker()}},_adjustDate:function(a,b,c){var d=$(a),e=this._getInst(d[0]);this._isDisabledDatepicker(d[0])||(this._adjustInstDate(e,b+(c=="M"?this._get(e,"showCurrentAtPos"):0),c),this._updateDatepicker(e))},_gotoToday:function(a){var b=$(a),c=this._getInst(b[0]);if(this._get(c,"gotoCurrent")&&c.currentDay)c.selectedDay=c.currentDay,c.drawMonth=c.selectedMonth=c.currentMonth,c.drawYear=c.selectedYear=c.currentYear;else{var d=new Date;c.selectedDay=d.getDate(),c.drawMonth=c.selectedMonth=d.getMonth(),c.drawYear=c.selectedYear=d.getFullYear()}this._notifyChange(c),this._adjustDate(b)},_selectMonthYear:function(a,b,c){var d=$(a),e=this._getInst(d[0]);e["selected"+(c=="M"?"Month":"Year")]=e["draw"+(c=="M"?"Month":"Year")]=parseInt(b.options[b.selectedIndex].value,10),this._notifyChange(e),this._adjustDate(d)},_selectDay:function(a,b,c,d){var e=$(a);if(!$(d).hasClass(this._unselectableClass)&&!this._isDisabledDatepicker(e[0])){var f=this._getInst(e[0]);f.selectedDay=f.currentDay=$("a",d).html(),f.selectedMonth=f.currentMonth=b,f.selectedYear=f.currentYear=c,this._selectDate(a,this._formatDate(f,f.currentDay,f.currentMonth,f.currentYear))}},_clearDate:function(a){var b=$(a),c=this._getInst(b[0]);this._selectDate(b,"")},_selectDate:function(a,b){var c=$(a),d=this._getInst(c[0]);b=b!=null?b:this._formatDate(d),d.input&&d.input.val(b),this._updateAlternate(d);var e=this._get(d,"onSelect");e?e.apply(d.input?d.input[0]:null,[b,d]):d.input&&d.input.trigger("change"),d.inline?this._updateDatepicker(d):(this._hideDatepicker(),this._lastInput=d.input[0],typeof d.input[0]!="object"&&d.input.focus(),this._lastInput=null)},_updateAlternate:function(a){var b=this._get(a,"altField");if(b){var c=this._get(a,"altFormat")||this._get(a,"dateFormat"),d=this._getDate(a),e=this.formatDate(c,d,this._getFormatConfig(a));$(b).each(function(){$(this).val(e)})}},noWeekends:function(a){var b=a.getDay();return[b>0&&b<6,""]},iso8601Week:function(a){var b=new Date(a.getTime());b.setDate(b.getDate()+4-(b.getDay()||7));var c=b.getTime();b.setMonth(0),b.setDate(1);return Math.floor(Math.round((c-b)/864e5)/7)+1},parseDate:function(a,b,c){if(a==null||b==null)throw"Invalid arguments";b=typeof b=="object"?b.toString():b+"";if(b=="")return null;var d=(c?c.shortYearCutoff:null)||this._defaults.shortYearCutoff;d=typeof d!="string"?d:(new Date).getFullYear()%100+parseInt(d,10);var e=(c?c.dayNamesShort:null)||this._defaults.dayNamesShort,f=(c?c.dayNames:null)||this._defaults.dayNames,g=(c?c.monthNamesShort:null)||this._defaults.monthNamesShort,h=(c?c.monthNames:null)||this._defaults.monthNames,i=-1,j=-1,k=-1,l=-1,m=!1,n=function(b){var c=s+1<a.length&&a.charAt(s+1)==b;c&&s++;return c},o=function(a){var c=n(a),d=a=="@"?14:a=="!"?20:a=="y"&&c?4:a=="o"?3:2,e=new RegExp("^\\d{1,"+d+"}"),f=b.substring(r).match(e);if(!f)throw"Missing number at position "+r;r+=f[0].length;return parseInt(f[0],10)},p=function(a,c,d){var e=$.map(n(a)?d:c,function(a,b){return[[b,a]]}).sort(function(a,b){return-(a[1].length-b[1].length)}),f=-1;$.each(e,function(a,c){var d=c[1];if(b.substr(r,d.length).toLowerCase()==d.toLowerCase()){f=c[0],r+=d.length;return!1}});if(f!=-1)return f+1;throw"Unknown name at position "+r},q=function(){if(b.charAt(r)!=a.charAt(s))throw"Unexpected literal at position "+r;r++},r=0;for(var s=0;s<a.length;s++)if(m)a.charAt(s)=="'"&&!n("'")?m=!1:q();else switch(a.charAt(s)){case"d":k=o("d");break;case"D":p("D",e,f);break;case"o":l=o("o");break;case"m":j=o("m");break;case"M":j=p("M",g,h);break;case"y":i=o("y");break;case"@":var t=new Date(o("@"));i=t.getFullYear(),j=t.getMonth()+1,k=t.getDate();break;case"!":var t=new Date((o("!")-this._ticksTo1970)/1e4);i=t.getFullYear(),j=t.getMonth()+1,k=t.getDate();break;case"'":n("'")?q():m=!0;break;default:q()}if(r<b.length)throw"Extra/unparsed characters found in date: "+b.substring(r);i==-1?i=(new Date).getFullYear():i<100&&(i+=(new Date).getFullYear()-(new Date).getFullYear()%100+(i<=d?0:-100));if(l>-1){j=1,k=l;for(;;){var u=this._getDaysInMonth(i,j-1);if(k<=u)break;j++,k-=u}}var t=this._daylightSavingAdjust(new Date(i,j-1,k));if(t.getFullYear()!=i||t.getMonth()+1!=j||t.getDate()!=k)throw"Invalid date";return t},ATOM:"yy-mm-dd",COOKIE:"D, dd M yy",ISO_8601:"yy-mm-dd",RFC_822:"D, d M y",RFC_850:"DD, dd-M-y",RFC_1036:"D, d M y",RFC_1123:"D, d M yy",RFC_2822:"D, d M yy",RSS:"D, d M y",TICKS:"!",TIMESTAMP:"@",W3C:"yy-mm-dd",_ticksTo1970:(718685+Math.floor(492.5)-Math.floor(19.7)+Math.floor(4.925))*24*60*60*1e7,formatDate:function(a,b,c){if(!b)return"";var d=(c?c.dayNamesShort:null)||this._defaults.dayNamesShort,e=(c?c.dayNames:null)||this._defaults.dayNames,f=(c?c.monthNamesShort:null)||this._defaults.monthNamesShort,g=(c?c.monthNames:null)||this._defaults.monthNames,h=function(b){var c=m+1<a.length&&a.charAt(m+1)==b;c&&m++;return c},i=function(a,b,c){var d=""+b;if(h(a))while(d.length<c)d="0"+d;return d},j=function(a,b,c,d){return h(a)?d[b]:c[b]},k="",l=!1;if(b)for(var m=0;m<a.length;m++)if(l)a.charAt(m)=="'"&&!h("'")?l=!1:k+=a.charAt(m);else switch(a.charAt(m)){case"d":k+=i("d",b.getDate(),2);break;case"D":k+=j("D",b.getDay(),d,e);break;case"o":k+=i("o",Math.round(((new Date(b.getFullYear(),b.getMonth(),b.getDate())).getTime()-(new Date(b.getFullYear(),0,0)).getTime())/864e5),3);break;case"m":k+=i("m",b.getMonth()+1,2);break;case"M":k+=j("M",b.getMonth(),f,g);break;case"y":k+=h("y")?b.getFullYear():(b.getYear()%100<10?"0":"")+b.getYear()%100;break;case"@":k+=b.getTime();break;case"!":k+=b.getTime()*1e4+this._ticksTo1970;break;case"'":h("'")?k+="'":l=!0;break;default:k+=a.charAt(m)}return k},_possibleChars:function(a){var b="",c=!1,d=function(b){var c=e+1<a.length&&a.charAt(e+1)==b;c&&e++;return c};for(var e=0;e<a.length;e++)if(c)a.charAt(e)=="'"&&!d("'")?c=!1:b+=a.charAt(e);else switch(a.charAt(e)){case"d":case"m":case"y":case"@":b+="0123456789";break;case"D":case"M":return null;case"'":d("'")?b+="'":c=!0;break;default:b+=a.charAt(e)}return b},_get:function(a,b){return a.settings[b]!==undefined?a.settings[b]:this._defaults[b]},_setDateFromField:function(a,b){if(a.input.val()!=a.lastVal){var c=this._get(a,"dateFormat"),d=a.lastVal=a.input?a.input.val():null,e,f;e=f=this._getDefaultDate(a);var g=this._getFormatConfig(a);try{e=this.parseDate(c,d,g)||f}catch(h){this.log(h),d=b?"":d}a.selectedDay=e.getDate(),a.drawMonth=a.selectedMonth=e.getMonth(),a.drawYear=a.selectedYear=e.getFullYear(),a.currentDay=d?e.getDate():0,a.currentMonth=d?e.getMonth():0,a.currentYear=d?e.getFullYear():0,this._adjustInstDate(a)}},_getDefaultDate:function(a){return this._restrictMinMax(a,this._determineDate(a,this._get(a,"defaultDate"),new Date))},_determineDate:function(a,b,c){var d=function(a){var b=new Date;b.setDate(b.getDate()+a);return b},e=function(b){try{return $.datepicker.parseDate($.datepicker._get(a,"dateFormat"),b,$.datepicker._getFormatConfig(a))}catch(c){}var d=(b.toLowerCase().match(/^c/)?$.datepicker._getDate(a):null)||new Date,e=d.getFullYear(),f=d.getMonth(),g=d.getDate(),h=/([+-]?[0-9]+)\s*(d|D|w|W|m|M|y|Y)?/g,i=h.exec(b);while(i){switch(i[2]||"d"){case"d":case"D":g+=parseInt(i[1],10);break;case"w":case"W":g+=parseInt(i[1],10)*7;break;case"m":case"M":f+=parseInt(i[1],10),g=Math.min(g,$.datepicker._getDaysInMonth(e,f));break;case"y":case"Y":e+=parseInt(i[1],10),g=Math.min(g,$.datepicker._getDaysInMonth(e,f))}i=h.exec(b)}return new Date(e,f,g)},f=b==null||b===""?c:typeof b=="string"?e(b):typeof b=="number"?isNaN(b)?c:d(b):new Date(b.getTime());f=f&&f.toString()=="Invalid Date"?c:f,f&&(f.setHours(0),f.setMinutes(0),f.setSeconds(0),f.setMilliseconds(0));return this._daylightSavingAdjust(f)},_daylightSavingAdjust:function(a){if(!a)return null;a.setHours(a.getHours()>12?a.getHours()+2:0);return a},_setDate:function(a,b,c){var d=!b,e=a.selectedMonth,f=a.selectedYear,g=this._restrictMinMax(a,this._determineDate(a,b,new Date));a.selectedDay=a.currentDay=g.getDate(),a.drawMonth=a.selectedMonth=a.currentMonth=g.getMonth(),a.drawYear=a.selectedYear=a.currentYear=g.getFullYear(),(e!=a.selectedMonth||f!=a.selectedYear)&&!c&&this._notifyChange(a),this._adjustInstDate(a),a.input&&a.input.val(d?"":this._formatDate(a))},_getDate:function(a){var b=!a.currentYear||a.input&&a.input.val()==""?null:this._daylightSavingAdjust(new Date(a.currentYear,a.currentMonth,a.currentDay));return b},_generateHTML:function(a){var b=new Date;b=this._daylightSavingAdjust(new Date(b.getFullYear(),b.getMonth(),b.getDate()));var c=this._get(a,"isRTL"),d=this._get(a,"showButtonPanel"),e=this._get(a,"hideIfNoPrevNext"),f=this._get(a,"navigationAsDateFormat"),g=this._getNumberOfMonths(a),h=this._get(a,"showCurrentAtPos"),i=this._get(a,"stepMonths"),j=g[0]!=1||g[1]!=1,k=this._daylightSavingAdjust(a.currentDay?new Date(a.currentYear,a.currentMonth,a.currentDay):new Date(9999,9,9)),l=this._getMinMaxDate(a,"min"),m=this._getMinMaxDate(a,"max"),n=a.drawMonth-h,o=a.drawYear;n<0&&(n+=12,o--);if(m){var p=this._daylightSavingAdjust(new Date(m.getFullYear(),m.getMonth()-g[0]*g[1]+1,m.getDate()));p=l&&p<l?l:p;while(this._daylightSavingAdjust(new Date(o,n,1))>p)n--,n<0&&(n=11,o--)}a.drawMonth=n,a.drawYear=o;var q=this._get(a,"prevText");q=f?this.formatDate(q,this._daylightSavingAdjust(new Date(o,n-i,1)),this._getFormatConfig(a)):q;var r=this._canAdjustMonth(a,-1,o,n)?'<a class="ui-datepicker-prev ui-corner-all" onclick="DP_jQuery_'+dpuuid+".datepicker._adjustDate('#"+a.id+"', -"+i+", 'M');\""+' title="'+q+'"><span class="ui-icon ui-icon-circle-triangle-'+(c?"e":"w")+'">'+q+"</span></a>":e?"":'<a class="ui-datepicker-prev ui-corner-all ui-state-disabled" title="'+q+'"><span class="ui-icon ui-icon-circle-triangle-'+(c?"e":"w")+'">'+q+"</span></a>",s=this._get(a,"nextText");s=f?this.formatDate(s,this._daylightSavingAdjust(new Date(o,n+i,1)),this._getFormatConfig(a)):s;var t=this._canAdjustMonth(a,1,o,n)?'<a class="ui-datepicker-next ui-corner-all" onclick="DP_jQuery_'+dpuuid+".datepicker._adjustDate('#"+a.id+"', +"+i+", 'M');\""+' title="'+s+'"><span class="ui-icon ui-icon-circle-triangle-'+(c?"w":"e")+'">'+s+"</span></a>":e?"":'<a class="ui-datepicker-next ui-corner-all ui-state-disabled" title="'+s+'"><span class="ui-icon ui-icon-circle-triangle-'+(c?"w":"e")+'">'+s+"</span></a>",u=this._get(a,"currentText"),v=this._get(a,"gotoCurrent")&&a.currentDay?k:b;u=f?this.formatDate(u,v,this._getFormatConfig(a)):u;var w=a.inline?"":'<button type="button" class="ui-datepicker-close ui-state-default ui-priority-primary ui-corner-all" onclick="DP_jQuery_'+dpuuid+'.datepicker._hideDatepicker();">'+this._get(a,"closeText")+"</button>",x=d?'<div class="ui-datepicker-buttonpane ui-widget-content">'+(c?w:"")+(this._isInRange(a,v)?'<button type="button" class="ui-datepicker-current ui-state-default ui-priority-secondary ui-corner-all" onclick="DP_jQuery_'+dpuuid+".datepicker._gotoToday('#"+a.id+"');\""+">"+u+"</button>":"")+(c?"":w)+"</div>":"",y=parseInt(this._get(a,"firstDay"),10);y=isNaN(y)?0:y;var z=this._get(a,"showWeek"),A=this._get(a,"dayNames"),B=this._get(a,"dayNamesShort"),C=this._get(a,"dayNamesMin"),D=this._get(a,"monthNames"),E=this._get(a,"monthNamesShort"),F=this._get(a,"beforeShowDay"),G=this._get(a,"showOtherMonths"),H=this._get(a,"selectOtherMonths"),I=this._get(a,"calculateWeek")||this.iso8601Week,J=this._getDefaultDate(a),K="";for(var L=0;L<g[0];L++){var M="";this.maxRows=4;for(var N=0;N<g[1];N++){var O=this._daylightSavingAdjust(new Date(o,n,a.selectedDay)),P=" ui-corner-all",Q="";if(j){Q+='<div class="ui-datepicker-group';if(g[1]>1)switch(N){case 0:Q+=" ui-datepicker-group-first",P=" ui-corner-"+(c?"right":"left");break;case g[1]-1:Q+=" ui-datepicker-group-last",P=" ui-corner-"+(c?"left":"right");break;default:Q+=" ui-datepicker-group-middle",P=""}Q+='">'}Q+='<div class="ui-datepicker-header ui-widget-header ui-helper-clearfix'+P+'">'+(/all|left/.test(P)&&L==0?c?t:r:"")+(/all|right/.test(P)&&L==0?c?r:t:"")+this._generateMonthYearHeader(a,n,o,l,m,L>0||N>0,D,E)+'</div><table class="ui-datepicker-calendar"><thead>'+"<tr>";var R=z?'<th class="ui-datepicker-week-col">'+this._get(a,"weekHeader")+"</th>":"";for(var S=0;S<7;S++){var T=(S+y)%7;R+="<th"+((S+y+6)%7>=5?' class="ui-datepicker-week-end"':"")+">"+'<span title="'+A[T]+'">'+C[T]+"</span></th>"}Q+=R+"</tr></thead><tbody>";var U=this._getDaysInMonth(o,n);o==a.selectedYear&&n==a.selectedMonth&&(a.selectedDay=Math.min(a.selectedDay,U));var V=(this._getFirstDayOfMonth(o,n)-y+7)%7,W=Math.ceil((V+U)/7),X=j?this.maxRows>W?this.maxRows:W:W;this.maxRows=X;var Y=this._daylightSavingAdjust(new Date(o,n,1-V));for(var Z=0;Z<X;Z++){Q+="<tr>";var _=z?'<td class="ui-datepicker-week-col">'+this._get(a,"calculateWeek")(Y)+"</td>":"";for(var S=0;S<7;S++){var ba=F?F.apply(a.input?a.input[0]:null,[Y]):[!0,""],bb=Y.getMonth()!=n,bc=bb&&!H||!ba[0]||l&&Y<l||m&&Y>m;_+='<td class="'+((S+y+6)%7>=5?" ui-datepicker-week-end":"")+(bb?" ui-datepicker-other-month":"")+(Y.getTime()==O.getTime()&&n==a.selectedMonth&&a._keyEvent||J.getTime()==Y.getTime()&&J.getTime()==O.getTime()?" 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+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Progressbar
+ *
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+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
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e/2*((c-=2)*c*(((g*=1.525)+1)*c+g)+2)+d},easeInBounce:function(b,c,d,e,f){return e-a.easing.easeOutBounce(b,f-c,0,e,f)+d},easeOutBounce:function(a,b,c,d,e){return(b/=e)<1/2.75?d*7.5625*b*b+c:b<2/2.75?d*(7.5625*(b-=1.5/2.75)*b+.75)+c:b<2.5/2.75?d*(7.5625*(b-=2.25/2.75)*b+.9375)+c:d*(7.5625*(b-=2.625/2.75)*b+.984375)+c},easeInOutBounce:function(b,c,d,e,f){if(c<f/2)return a.easing.easeInBounce(b,c*2,0,e,f)*.5+d;return a.easing.easeOutBounce(b,c*2-f,0,e,f)*.5+e*.5+d}})}(jQuery);/*
+ * jQuery UI Effects Blind 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Blind
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.blind=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right"],e=a.effects.setMode(c,b.options.mode||"hide"),f=b.options.direction||"vertical";a.effects.save(c,d),c.show();var g=a.effects.createWrapper(c).css({overflow:"hidden"}),h=f=="vertical"?"height":"width",i=f=="vertical"?g.height():g.width();e=="show"&&g.css(h,0);var j={};j[h]=e=="show"?i:0,g.animate(j,b.duration,b.options.easing,function(){e=="hide"&&c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(c[0],arguments),c.dequeue()})})}})(jQuery);/*
+ * jQuery UI Effects Bounce 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Bounce
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.bounce=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right"],e=a.effects.setMode(c,b.options.mode||"effect"),f=b.options.direction||"up",g=b.options.distance||20,h=b.options.times||5,i=b.duration||250;/show|hide/.test(e)&&d.push("opacity"),a.effects.save(c,d),c.show(),a.effects.createWrapper(c);var j=f=="up"||f=="down"?"top":"left",k=f=="up"||f=="left"?"pos":"neg",g=b.options.distance||(j=="top"?c.outerHeight({margin:!0})/3:c.outerWidth({margin:!0})/3);e=="show"&&c.css("opacity",0).css(j,k=="pos"?-g:g),e=="hide"&&(g=g/(h*2)),e!="hide"&&h--;if(e=="show"){var l={opacity:1};l[j]=(k=="pos"?"+=":"-=")+g,c.animate(l,i/2,b.options.easing),g=g/2,h--}for(var m=0;m<h;m++){var n={},p={};n[j]=(k=="pos"?"-=":"+=")+g,p[j]=(k=="pos"?"+=":"-=")+g,c.animate(n,i/2,b.options.easing).animate(p,i/2,b.options.easing),g=e=="hide"?g*2:g/2}if(e=="hide"){var l={opacity:0};l[j]=(k=="pos"?"-=":"+=")+g,c.animate(l,i/2,b.options.easing,function(){c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments)})}else{var n={},p={};n[j]=(k=="pos"?"-=":"+=")+g,p[j]=(k=="pos"?"+=":"-=")+g,c.animate(n,i/2,b.options.easing).animate(p,i/2,b.options.easing,function(){a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments)})}c.queue("fx",function(){c.dequeue()}),c.dequeue()})}})(jQuery);/*
+ * jQuery UI Effects Clip 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Clip
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.clip=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right","height","width"],e=a.effects.setMode(c,b.options.mode||"hide"),f=b.options.direction||"vertical";a.effects.save(c,d),c.show();var g=a.effects.createWrapper(c).css({overflow:"hidden"}),h=c[0].tagName=="IMG"?g:c,i={size:f=="vertical"?"height":"width",position:f=="vertical"?"top":"left"},j=f=="vertical"?h.height():h.width();e=="show"&&(h.css(i.size,0),h.css(i.position,j/2));var k={};k[i.size]=e=="show"?j:0,k[i.position]=e=="show"?0:j/2,h.animate(k,{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){e=="hide"&&c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(c[0],arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Drop 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Drop
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.drop=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right","opacity"],e=a.effects.setMode(c,b.options.mode||"hide"),f=b.options.direction||"left";a.effects.save(c,d),c.show(),a.effects.createWrapper(c);var g=f=="up"||f=="down"?"top":"left",h=f=="up"||f=="left"?"pos":"neg",i=b.options.distance||(g=="top"?c.outerHeight({margin:!0})/2:c.outerWidth({margin:!0})/2);e=="show"&&c.css("opacity",0).css(g,h=="pos"?-i:i);var j={opacity:e=="show"?1:0};j[g]=(e=="show"?h=="pos"?"+=":"-=":h=="pos"?"-=":"+=")+i,c.animate(j,{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){e=="hide"&&c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Explode 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Explode
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.explode=function(b){return this.queue(function(){var c=b.options.pieces?Math.round(Math.sqrt(b.options.pieces)):3,d=b.options.pieces?Math.round(Math.sqrt(b.options.pieces)):3;b.options.mode=b.options.mode=="toggle"?a(this).is(":visible")?"hide":"show":b.options.mode;var e=a(this).show().css("visibility","hidden"),f=e.offset();f.top-=parseInt(e.css("marginTop"),10)||0,f.left-=parseInt(e.css("marginLeft"),10)||0;var g=e.outerWidth(!0),h=e.outerHeight(!0);for(var i=0;i<c;i++)for(var j=0;j<d;j++)e.clone().appendTo("body").wrap("<div></div>").css({position:"absolute",visibility:"visible",left:-j*(g/d),top:-i*(h/c)}).parent().addClass("ui-effects-explode").css({position:"absolute",overflow:"hidden",width:g/d,height:h/c,left:f.left+j*(g/d)+(b.options.mode=="show"?(j-Math.floor(d/2))*(g/d):0),top:f.top+i*(h/c)+(b.options.mode=="show"?(i-Math.floor(c/2))*(h/c):0),opacity:b.options.mode=="show"?0:1}).animate({left:f.left+j*(g/d)+(b.options.mode=="show"?0:(j-Math.floor(d/2))*(g/d)),top:f.top+i*(h/c)+(b.options.mode=="show"?0:(i-Math.floor(c/2))*(h/c)),opacity:b.options.mode=="show"?1:0},b.duration||500);setTimeout(function(){b.options.mode=="show"?e.css({visibility:"visible"}):e.css({visibility:"visible"}).hide(),b.callback&&b.callback.apply(e[0]),e.dequeue(),a("div.ui-effects-explode").remove()},b.duration||500)})}})(jQuery);/*
+ * jQuery UI Effects Fade 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Fade
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.fade=function(b){return this.queue(function(){var c=a(this),d=a.effects.setMode(c,b.options.mode||"hide");c.animate({opacity:d},{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){b.callback&&b.callback.apply(this,arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Fold 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Fold
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.fold=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right"],e=a.effects.setMode(c,b.options.mode||"hide"),f=b.options.size||15,g=!!b.options.horizFirst,h=b.duration?b.duration/2:a.fx.speeds._default/2;a.effects.save(c,d),c.show();var i=a.effects.createWrapper(c).css({overflow:"hidden"}),j=e=="show"!=g,k=j?["width","height"]:["height","width"],l=j?[i.width(),i.height()]:[i.height(),i.width()],m=/([0-9]+)%/.exec(f);m&&(f=parseInt(m[1],10)/100*l[e=="hide"?0:1]),e=="show"&&i.css(g?{height:0,width:f}:{height:f,width:0});var n={},p={};n[k[0]]=e=="show"?l[0]:f,p[k[1]]=e=="show"?l[1]:0,i.animate(n,h,b.options.easing).animate(p,h,b.options.easing,function(){e=="hide"&&c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(c[0],arguments),c.dequeue()})})}})(jQuery);/*
+ * jQuery UI Effects Highlight 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Highlight
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.highlight=function(b){return this.queue(function(){var c=a(this),d=["backgroundImage","backgroundColor","opacity"],e=a.effects.setMode(c,b.options.mode||"show"),f={backgroundColor:c.css("backgroundColor")};e=="hide"&&(f.opacity=0),a.effects.save(c,d),c.show().css({backgroundImage:"none",backgroundColor:b.options.color||"#ffff99"}).animate(f,{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){e=="hide"&&c.hide(),a.effects.restore(c,d),e=="show"&&!a.support.opacity&&this.style.removeAttribute("filter"),b.callback&&b.callback.apply(this,arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Pulsate 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Pulsate
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.pulsate=function(b){return this.queue(function(){var c=a(this),d=a.effects.setMode(c,b.options.mode||"show");times=(b.options.times||5)*2-1,duration=b.duration?b.duration/2:a.fx.speeds._default/2,isVisible=c.is(":visible"),animateTo=0,isVisible||(c.css("opacity",0).show(),animateTo=1),(d=="hide"&&isVisible||d=="show"&&!isVisible)&&times--;for(var e=0;e<times;e++)c.animate({opacity:animateTo},duration,b.options.easing),animateTo=(animateTo+1)%2;c.animate({opacity:animateTo},duration,b.options.easing,function(){animateTo==0&&c.hide(),b.callback&&b.callback.apply(this,arguments)}),c.queue("fx",function(){c.dequeue()}).dequeue()})}})(jQuery);/*
+ * jQuery UI Effects Scale 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Scale
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.puff=function(b){return this.queue(function(){var c=a(this),d=a.effects.setMode(c,b.options.mode||"hide"),e=parseInt(b.options.percent,10)||150,f=e/100,g={height:c.height(),width:c.width()};a.extend(b.options,{fade:!0,mode:d,percent:d=="hide"?e:100,from:d=="hide"?g:{height:g.height*f,width:g.width*f}}),c.effect("scale",b.options,b.duration,b.callback),c.dequeue()})},a.effects.scale=function(b){return this.queue(function(){var c=a(this),d=a.extend(!0,{},b.options),e=a.effects.setMode(c,b.options.mode||"effect"),f=parseInt(b.options.percent,10)||(parseInt(b.options.percent,10)==0?0:e=="hide"?0:100),g=b.options.direction||"both",h=b.options.origin;e!="effect"&&(d.origin=h||["middle","center"],d.restore=!0);var i={height:c.height(),width:c.width()};c.from=b.options.from||(e=="show"?{height:0,width:0}:i);var j={y:g!="horizontal"?f/100:1,x:g!="vertical"?f/100:1};c.to={height:i.height*j.y,width:i.width*j.x},b.options.fade&&(e=="show"&&(c.from.opacity=0,c.to.opacity=1),e=="hide"&&(c.from.opacity=1,c.to.opacity=0)),d.from=c.from,d.to=c.to,d.mode=e,c.effect("size",d,b.duration,b.callback),c.dequeue()})},a.effects.size=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right","width","height","overflow","opacity"],e=["position","top","bottom","left","right","overflow","opacity"],f=["width","height","overflow"],g=["fontSize"],h=["borderTopWidth","borderBottomWidth","paddingTop","paddingBottom"],i=["borderLeftWidth","borderRightWidth","paddingLeft","paddingRight"],j=a.effects.setMode(c,b.options.mode||"effect"),k=b.options.restore||!1,l=b.options.scale||"both",m=b.options.origin,n={height:c.height(),width:c.width()};c.from=b.options.from||n,c.to=b.options.to||n;if(m){var p=a.effects.getBaseline(m,n);c.from.top=(n.height-c.from.height)*p.y,c.from.left=(n.width-c.from.width)*p.x,c.to.top=(n.height-c.to.height)*p.y,c.to.left=(n.width-c.to.width)*p.x}var q={from:{y:c.from.height/n.height,x:c.from.width/n.width},to:{y:c.to.height/n.height,x:c.to.width/n.width}};if(l=="box"||l=="both")q.from.y!=q.to.y&&(d=d.concat(h),c.from=a.effects.setTransition(c,h,q.from.y,c.from),c.to=a.effects.setTransition(c,h,q.to.y,c.to)),q.from.x!=q.to.x&&(d=d.concat(i),c.from=a.effects.setTransition(c,i,q.from.x,c.from),c.to=a.effects.setTransition(c,i,q.to.x,c.to));(l=="content"||l=="both")&&q.from.y!=q.to.y&&(d=d.concat(g),c.from=a.effects.setTransition(c,g,q.from.y,c.from),c.to=a.effects.setTransition(c,g,q.to.y,c.to)),a.effects.save(c,k?d:e),c.show(),a.effects.createWrapper(c),c.css("overflow","hidden").css(c.from);if(l=="content"||l=="both")h=h.concat(["marginTop","marginBottom"]).concat(g),i=i.concat(["marginLeft","marginRight"]),f=d.concat(h).concat(i),c.find("*[width]").each(function(){child=a(this),k&&a.effects.save(child,f);var c={height:child.height(),width:child.width()};child.from={height:c.height*q.from.y,width:c.width*q.from.x},child.to={height:c.height*q.to.y,width:c.width*q.to.x},q.from.y!=q.to.y&&(child.from=a.effects.setTransition(child,h,q.from.y,child.from),child.to=a.effects.setTransition(child,h,q.to.y,child.to)),q.from.x!=q.to.x&&(child.from=a.effects.setTransition(child,i,q.from.x,child.from),child.to=a.effects.setTransition(child,i,q.to.x,child.to)),child.css(child.from),child.animate(child.to,b.duration,b.options.easing,function(){k&&a.effects.restore(child,f)})});c.animate(c.to,{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){c.to.opacity===0&&c.css("opacity",c.from.opacity),j=="hide"&&c.hide(),a.effects.restore(c,k?d:e),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Shake 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Shake
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.shake=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right"],e=a.effects.setMode(c,b.options.mode||"effect"),f=b.options.direction||"left",g=b.options.distance||20,h=b.options.times||3,i=b.duration||b.options.duration||140;a.effects.save(c,d),c.show(),a.effects.createWrapper(c);var j=f=="up"||f=="down"?"top":"left",k=f=="up"||f=="left"?"pos":"neg",l={},m={},n={};l[j]=(k=="pos"?"-=":"+=")+g,m[j]=(k=="pos"?"+=":"-=")+g*2,n[j]=(k=="pos"?"-=":"+=")+g*2,c.animate(l,i,b.options.easing);for(var p=1;p<h;p++)c.animate(m,i,b.options.easing).animate(n,i,b.options.easing);c.animate(m,i,b.options.easing).animate(l,i/2,b.options.easing,function(){a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments)}),c.queue("fx",function(){c.dequeue()}),c.dequeue()})}})(jQuery);/*
+ * jQuery UI Effects Slide 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Slide
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.slide=function(b){return this.queue(function(){var c=a(this),d=["position","top","bottom","left","right"],e=a.effects.setMode(c,b.options.mode||"show"),f=b.options.direction||"left";a.effects.save(c,d),c.show(),a.effects.createWrapper(c).css({overflow:"hidden"});var g=f=="up"||f=="down"?"top":"left",h=f=="up"||f=="left"?"pos":"neg",i=b.options.distance||(g=="top"?c.outerHeight({margin:!0}):c.outerWidth({margin:!0}));e=="show"&&c.css(g,h=="pos"?isNaN(i)?"-"+i:-i:i);var j={};j[g]=(e=="show"?h=="pos"?"+=":"-=":h=="pos"?"-=":"+=")+i,c.animate(j,{queue:!1,duration:b.duration,easing:b.options.easing,complete:function(){e=="hide"&&c.hide(),a.effects.restore(c,d),a.effects.removeWrapper(c),b.callback&&b.callback.apply(this,arguments),c.dequeue()}})})}})(jQuery);/*
+ * jQuery UI Effects Transfer 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Effects/Transfer
+ *
+ * Depends:
+ *	jquery.effects.core.js
+ */(function(a,b){a.effects.transfer=function(b){return this.queue(function(){var c=a(this),d=a(b.options.to),e=d.offset(),f={top:e.top,left:e.left,height:d.innerHeight(),width:d.innerWidth()},g=c.offset(),h=a('<div class="ui-effects-transfer"></div>').appendTo(document.body).addClass(b.options.className).css({top:g.top,left:g.left,height:c.innerHeight(),width:c.innerWidth(),position:"absolute"}).animate(f,b.duration,b.options.easing,function(){h.remove(),b.callback&&b.callback.apply(c[0],arguments),c.dequeue()})})}})(jQuery);
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.getParams.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.getParams.js
new file mode 100644
index 0000000..16e8c7a
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.getParams.js
@@ -0,0 +1,39 @@
+/* Copyright (c) 2006 Mathias Bank (http://www.mathias-bank.de)
+ * Dual licensed under the MIT (http://www.opensource.org/licenses/mit-license.php) 
+ * and GPL (http://www.opensource.org/licenses/gpl-license.php) licenses.
+ * 
+ * Thanks to Hinnerk Ruemenapf - http://hinnerk.ruemenapf.de/ for bug reporting and fixing.
+ */
+jQuery.extend({
+/**
+* Returns get parameters.
+*
+* If the desired param does not exist, null will be returned
+*
+* @example value = $.getURLParam("paramName");
+*/ 
+ getURLParam: function(strParamName){
+	  var strReturn = "";
+	  var strHref = window.location.href;
+	  var bFound=false;
+	  
+	  var cmpstring = strParamName + "=";
+	  var cmplen = cmpstring.length;
+
+	  if ( strHref.indexOf("?") > -1 ){
+	    var strQueryString = strHref.substr(strHref.indexOf("?")+1);
+	    var aQueryString = strQueryString.split("&");
+	    for ( var iParam = 0; iParam < aQueryString.length; iParam++ ){
+	      if (aQueryString[iParam].substr(0,cmplen)==cmpstring){
+	        var aParam = aQueryString[iParam].split("=");
+	        strReturn = aParam[1];
+	        bFound=true;
+	        break;
+	      }
+	      
+	    }
+	  }
+	  if (bFound==false) return null;
+	  return strReturn;
+	}
+});
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.timer.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.timer.js
new file mode 100644
index 0000000..55aedf4
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jquery/plugins/jquery.timer.js
@@ -0,0 +1,111 @@
+/**
+ * jquery.timer.js
+ *
+ * Copyright (c) 2011 Jason Chavannes <jason.chavannes@gmail.com>
+ *
+ * http://jchavannes.com/jquery-timer
+ *
+ * Permission is hereby granted, free of charge, to any person
+ * obtaining a copy of this software and associated documentation
+ * files (the "Software"), to deal in the Software without
+ * restriction, including without limitation the rights to use, copy,
+ * modify, merge, publish, distribute, sublicense, and/or sell copies
+ * of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be
+ * included in all copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+ * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+ * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+ * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS
+ * BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+ * ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+ * CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+
+;(function($) {
+	$.timer = function(func, time, autostart) {	
+	 	this.set = function(func, time, autostart) {
+	 		this.init = true;
+	 	 	if(typeof func == 'object') {
+		 	 	var paramList = ['autostart', 'time'];
+	 	 	 	for(var arg in paramList) {if(func[paramList[arg]] != undefined) {eval(paramList[arg] + " = func[paramList[arg]]");}};
+ 	 			func = func.action;
+	 	 	}
+	 	 	if(typeof func == 'function') {this.action = func;}
+		 	if(!isNaN(time)) {this.intervalTime = time;}
+		 	if(autostart && !this.active) {
+			 	this.active = true;
+			 	this.setTimer();
+		 	}
+		 	return this;
+	 	};
+	 	this.once = function(time) {
+			var timer = this;
+	 	 	if(isNaN(time)) {time = 0;}
+			window.setTimeout(function() {timer.action();}, time);
+	 		return this;
+	 	};
+		this.play = function(reset) {
+			if(!this.active) {
+				if(reset) {this.setTimer();}
+				else {this.setTimer(this.remaining);}
+				this.active = true;
+			}
+			return this;
+		};
+		this.pause = function() {
+			if(this.active) {
+				this.active = false;
+				this.remaining -= new Date() - this.last;
+				this.clearTimer();
+			}
+			return this;
+		};
+		this.stop = function() {
+			this.active = false;
+			this.remaining = this.intervalTime;
+			this.clearTimer();
+			return this;
+		};
+		this.toggle = function(reset) {
+			if(this.active) {this.pause();}
+			else if(reset) {this.play(true);}
+			else {this.play();}
+			return this;
+		};
+		this.reset = function() {
+			this.active = false;
+			this.play(true);
+			return this;
+		};
+		this.clearTimer = function() {
+			window.clearTimeout(this.timeoutObject);
+		};
+	 	this.setTimer = function(time) {
+			var timer = this;
+	 	 	if(typeof this.action != 'function') {return;}
+	 	 	if(isNaN(time)) {time = this.intervalTime;}
+		 	this.remaining = time;
+	 	 	this.last = new Date();
+			this.clearTimer();
+			this.timeoutObject = window.setTimeout(function() {timer.go();}, time);
+		};
+	 	this.go = function() {
+	 		if(this.active) {
+	 			this.action();
+	 			this.setTimer();
+	 		}
+	 	};
+	 	
+	 	if(this.init) {
+	 		return new $.timer(func, time, autostart);
+	 	} else {
+			this.set(func, time, autostart);
+	 		return this;
+	 	}
+	};
+})(jQuery);
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jsplumb/jquery.jsPlumb-1.3.5-all-min.js b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jsplumb/jquery.jsPlumb-1.3.5-all-min.js
new file mode 100644
index 0000000..47725f9
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jsplumb/jquery.jsPlumb-1.3.5-all-min.js
@@ -0,0 +1 @@
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a6=n.CurrentLibrary.getTagName(a8.source),a7=n.CurrentLibrary.getParent(a8.source);if(a6&&a6.toLowerCase()==="td"){return n.CurrentLibrary.getParent(a7)}else{return a7}}},ao=function(a8){var a7=aZ.Defaults.EndpointType||V;a8.parent=ai(a8);a8._jsPlumb=aZ;var a6=new a7(a8);a6.id="ep_"+Z();a3("click","endpointClick",a6);a3("dblclick","endpointDblClick",a6);a3("contextmenu","contextmenu",a6);return a6},L=function(a8,bb,ba){var a6=az[a8];if(a6&&a6.length){for(var a9=0;a9<a6.length;a9++){for(var a7=0;a7<a6[a9].connections.length;a7++){var bc=bb(a6[a9].connections[a7]);if(bc){return}}if(ba){ba(a6[a9])}}}},P=function(a7){for(var a6 in az){L(a6,a7)}},ag=function(a6,a7){if(a6!=null&&a6.parentNode!=null){a6.parentNode.removeChild(a6)}},aC=function(a8,a7){for(var a6=0;a6<a8.length;a6++){ag(a8[a6],a7)}},aV=function(a7,a6){return ap(a7,function(a8,a9){aY[a9]=a6;if(n.CurrentLibrary.isDragSupported(a8)){n.CurrentLibrary.setDraggable(a8,a6)}})},aH=function(a8,a9,a6){a9=a9==="block";var a7=null;if(a6){if(a9){a7=function(bb){bb.setVisible(true,true,true)}}else{a7=function(bb){bb.setVisible(false,true,true)}}}var ba=d(a8,"id");L(ba,function(bc){if(a9&&a6){var bb=bc.sourceId===ba?1:0;if(bc.endpoints[bb].isVisible()){bc.setVisible(true)}}else{bc.setVisible(a9)}},a7)},aT=function(a6){return ap(a6,function(a8,a7){var a9=aY[a7]==null?false:aY[a7];a9=!a9;aY[a7]=a9;n.CurrentLibrary.setDraggable(a8,a9);return a9})},ax=function(a6,a8){var a7=null;if(a8){a7=function(a9){var ba=a9.isVisible();a9.setVisible(!ba)}}L(a6,function(ba){var a9=ba.isVisible();ba.setVisible(!a9)},a7)},N=function(bb){var a9=bb.timestamp,a6=bb.recalc,ba=bb.offset,a7=bb.elId;if(!a6){if(a9&&a9===a2[a7]){return X[a7]}}if(a6||!ba){var a8=A(a7);if(a8!=null){U[a7]=b(a8);X[a7]=s(a8);a2[a7]=a9}}else{X[a7]=ba;if(U[a7]==null){var a8=A(a7);if(a8!=null){U[a7]=b(a8)}}}if(X[a7]&&!X[a7].right){X[a7].right=X[a7].left+U[a7][0];X[a7].bottom=X[a7].top+U[a7][1];X[a7].width=U[a7][0];X[a7].height=U[a7][1];X[a7].centerx=X[a7].left+(X[a7].width/2);X[a7].centery=X[a7].top+(X[a7].height/2)}return X[a7]},au=function(a6){var a7=X[a6];if(!a7){a7=N({elId:a6})}return{o:a7,s:U[a6]}},D=function(a6,a7){var a8=A(a6);var a9=d(a8,"id");if(!a9||a9=="undefined"){if(arguments.length==2&&arguments[1]!=undefined){a9=a7}else{a9="jsPlumb_"+at+"_"+Z()}f(a8,"id",a9)}return a9},ab=function(a8,a6,a7){a8=a8||function(){};a6=a6||function(){};return function(){var a9=null;try{a9=a6.apply(this,arguments)}catch(ba){o(aZ,"jsPlumb function failed : "+ba)}if(a7==null||(a9!==a7)){try{a8.apply(this,arguments)}catch(ba){o(aZ,"wrapped function failed : "+ba)}}return a9}};this.connectorClass="_jsPlumb_connector";this.endpointClass="_jsPlumb_endpoint";this.overlayClass="_jsPlumb_overlay";this.Anchors={};this.Connectors={canvas:{},svg:{},vml:{}};this.Endpoints={canvas:{},svg:{},vml:{}};this.Overlays={canvas:{},svg:{},vml:{}};this.addClass=function(a7,a6){return n.CurrentLibrary.addClass(a7,a6)};this.removeClass=function(a7,a6){return n.CurrentLibrary.removeClass(a7,a6)};this.hasClass=function(a7,a6){return n.CurrentLibrary.hasClass(a7,a6)};this.addEndpoint=function(a8,a9,bi){bi=bi||{};var a7=n.extend({},bi);n.extend(a7,a9);a7.endpoint=a7.endpoint||aZ.Defaults.Endpoint||n.Defaults.Endpoint;a7.paintStyle=a7.paintStyle||aZ.Defaults.EndpointStyle||n.Defaults.EndpointStyle;a8=aq(a8);var ba=[],bd=a8.length&&a8.constructor!=String?a8:[a8];for(var bb=0;bb<bd.length;bb++){var bg=A(bd[bb]),a6=D(bg);a7.source=bg;N({elId:a6});var bf=ao(a7);if(a7.parentAnchor){bf.parentAnchor=a7.parentAnchor}M(az,a6,bf);var be=X[a6],bc=U[a6];var bh=bf.anchor.compute({xy:[be.left,be.top],wh:bc,element:bf});bf.paint({anchorLoc:bh});ba.push(bf)}return ba.length==1?ba[0]:ba};this.addEndpoints=function(ba,a7,a6){var a9=[];for(var a8=0;a8<a7.length;a8++){var bb=aZ.addEndpoint(ba,a7[a8],a6);if(bb.constructor==Array){Array.prototype.push.apply(a9,bb)}else{a9.push(bb)}}return a9};this.animate=function(a8,a7,a6){var a9=A(a8),bc=d(a8,"id");a6=a6||{};var bb=n.CurrentLibrary.dragEvents.step;var ba=n.CurrentLibrary.dragEvents.complete;a6[bb]=ab(a6[bb],function(){aZ.repaint(bc)});a6[ba]=ab(a6[ba],function(){aZ.repaint(bc)});n.CurrentLibrary.animate(a9,a7,a6)};this.checkCondition=function(a8,ba){var a6=aZ.getListener(a8);var a9=true;if(a6&&a6.length>0){try{for(var a7=0;a7<a6.length;a7++){a9=a9&&a6[a7](ba)}}catch(bb){o(aZ,"cannot check condition ["+a8+"]"+bb)}}return a9};this.connect=function(a9,a7){var a6=al(a9,a7);if(a6){if(a6.deleteEndpointsOnDetach==null){a6.deleteEndpointsOnDetach=true}var a8=T(a6);a4(a8,a6);return a8}};this.deleteEndpoint=function(a7){var bc=(typeof a7=="string")?aA[a7]:a7;if(bc){var a9=bc.getUuid();if(a9){aA[a9]=null}bc.detachAll();aC(bc.endpoint.getDisplayElements());aZ.anchorManager.deleteEndpoint(bc);for(var bb in az){var a6=az[bb];if(a6){var ba=[];for(var a8=0;a8<a6.length;a8++){if(a6[a8]!=bc){ba.push(a6[a8])}}az[bb]=ba}}delete bc}};this.deleteEveryEndpoint=function(){for(var a8 in az){var a6=az[a8];if(a6&&a6.length){for(var a7=0;a7<a6.length;a7++){aZ.deleteEndpoint(a6[a7])}}}delete az;az={};delete aA;aA={}};var aK=function(a8,ba){var a7=aZ.Defaults.ConnectionType||aZ.getDefaultConnectionType(),a6=a8.constructor==a7,a9=a6?{connection:a8,source:a8.source,target:a8.target,sourceId:a8.sourceId,targetId:a8.targetId,sourceEndpoint:a8.endpoints[0],targetEndpoint:a8.endpoints[1]}:a8;if(ba){aZ.fire("jsPlumbConnectionDetached",a9)}aZ.anchorManager.connectionDetached(a9)};this.detach=function(){if(arguments.length==0){return}var ba=aZ.Defaults.ConnectionType||aZ.getDefaultConnectionType(),bb=arguments[0].constructor==ba,a9=arguments.length==2?bb?(arguments[1]||{}):arguments[0]:arguments[0],be=(a9.fireEvent!==false),a8=a9.forceDetach,a7=bb?arguments[0]:a9.connection;if(a7){if(a8||(a7.isDetachAllowed(a7)&&a7.endpoints[0].isDetachAllowed(a7)&&a7.endpoints[1].isDetachAllowed(a7))){if(a8||aZ.checkCondition("beforeDetach",a7)){a7.endpoints[0].detach(a7,false,true,be)}}}else{var a6=n.extend({},a9);if(a6.uuids){ah(a6.uuids[0]).detachFrom(ah(a6.uuids[1]),be)}else{if(a6.sourceEndpoint&&a6.targetEndpoint){a6.sourceEndpoint.detachFrom(a6.targetEndpoint)}else{var bd=D(a6.source),bc=D(a6.target);L(bd,function(bf){if((bf.sourceId==bd&&bf.targetId==bc)||(bf.targetId==bd&&bf.sourceId==bc)){if(aZ.checkCondition("beforeDetach",bf)){bf.endpoints[0].detach(bf,false,true,be)}}})}}}};this.detachAllConnections=function(a8,a9){a9=a9||{};a8=A(a8);var ba=d(a8,"id"),a6=az[ba];if(a6&&a6.length){for(var a7=0;a7<a6.length;a7++){a6[a7].detachAll(a9.fireEvent)}}};this.detachEveryConnection=function(a8){a8=a8||{};for(var a9 in az){var a6=az[a9];if(a6&&a6.length){for(var a7=0;a7<a6.length;a7++){a6[a7].detachAll(a8.fireEvent)}}}delete aD;aD={}};this.draggable=function(a8,a6){if(typeof a8=="object"&&a8.length){for(var a7=0;a7<a8.length;a7++){var a9=A(a8[a7]);if(a9){aN(a9,true,a6)}}}else{if(a8._nodes){for(var a7=0;a7<a8._nodes.length;a7++){var a9=A(a8._nodes[a7]);if(a9){aN(a9,true,a6)}}}else{var a9=A(a8);if(a9){aN(a9,true,a6)}}}};this.extend=function(a7,a6){return n.CurrentLibrary.extend(a7,a6)};this.getDefaultEndpointType=function(){return V};this.getDefaultConnectionType=function(){return aj};this.getConnections=function(bh){if(!bh){bh={}}else{if(bh.constructor==String){bh={scope:bh}}}var be=function(bi){var bj=[];if(bi){if(typeof bi=="string"){bj.push(bi)}else{bj=bi}}return bj},bf=bh.scope||aZ.getDefaultScope(),bd=be(bf),a6=be(bh.source),bb=be(bh.target),a7=function(bj,bi){return bj.length>0?p(bj,bi)!=-1:true},ba=bd.length>1?{}:[],bg=function(bj,bk){if(bd.length>1){var bi=ba[bj];if(bi==null){bi=[];ba[bj]=bi}bi.push(bk)}else{ba.push(bk)}};for(var a9 in aD){if(a7(bd,a9)){for(var a8=0;a8<aD[a9].length;a8++){var bc=aD[a9][a8];if(a7(a6,bc.sourceId)&&a7(bb,bc.targetId)){bg(a9,bc)}}}}return ba};this.getAllConnections=function(){return aD};this.getDefaultScope=function(){return I};this.getEndpoint=ah;this.getEndpoints=function(a6){return az[D(a6)]};this.getId=D;this.getOffset=function(a7){var a6=X[a7];return N({elId:a7})};this.getSelector=function(a6){return n.CurrentLibrary.getSelector(a6)};this.getSize=function(a7){var a6=U[a7];if(!a6){N({elId:a7})}return U[a7]};this.appendElement=aB;var ay=false;this.isHoverSuspended=function(){return ay};this.setHoverSuspended=function(a6){ay=a6};this.hide=function(a6,a7){aH(a6,"none",a7)};this.idstamp=Z;this.init=function(){if(!F){aZ.setRenderMode(aZ.Defaults.RenderMode);var a6=function(a7){n.CurrentLibrary.bind(document,a7,function(bd){if(!aZ.currentlyDragging&&aW&&O==n.CANVAS){for(var bc in aD){var be=aD[bc];for(var ba=0;ba<be.length;ba++){var a9=be[ba].connector[a7](bd);if(a9){return}}}for(var bb in az){var a8=az[bb];for(var ba=0;ba<a8.length;ba++){if(a8[ba].endpoint[a7](bd)){return}}}}})};a6("click");a6("dblclick");a6("mousemove");a6("mousedown");a6("mouseup");a6("contextmenu");F=true;aZ.fire("ready")}};this.log=H;this.jsPlumbUIComponent=jsPlumbUIComponent;this.EventGenerator=EventGenerator;this.makeAnchor=function(){if(arguments.length==0){return null}var bb=arguments[0],a8=arguments[1],a7=arguments[2],a9=null;if(!a7){throw"NO JSPLUMB SET"}if(bb.compute&&bb.getOrientation){return bb}else{if(typeof bb=="string"){a9=n.Anchors[arguments[0]]({elementId:a8,jsPlumbInstance:aZ})}else{if(bb.constructor==Array){if(bb[0].constructor==Array||bb[0].constructor==String){if(bb.length==2&&bb[0].constructor==String&&bb[1].constructor==Object){var a6=n.extend({elementId:a8,jsPlumbInstance:aZ},bb[1]);a9=n.Anchors[bb[0]](a6)}else{a9=new ad(bb,null,a8)}}else{var ba={x:bb[0],y:bb[1],orientation:(bb.length>=4)?[bb[2],bb[3]]:[0,0],offsets:(bb.length==6)?[bb[4],bb[5]]:[0,0],elementId:a8};a9=new Q(ba);a9.clone=function(){return new Q(ba)}}}}}if(!a9.id){a9.id="anchor_"+Z()}return a9};this.makeAnchors=function(a9,a7,a6){var ba=[];for(var a8=0;a8<a9.length;a8++){if(typeof a9[a8]=="string"){ba.push(n.Anchors[a9[a8]]({elementId:a7,jsPlumbInstance:a6}))}else{if(a9[a8].constructor==Array){ba.push(aZ.makeAnchor(a9[a8],a7,a6))}}}return ba};this.makeDynamicAnchor=function(a6,a7){return new ad(a6,a7)};var aE={};var S=function(a6,a7){a6.paintStyle=a6.paintStyle||aZ.Defaults.EndpointStyles[a7]||aZ.Defaults.EndpointStyle||n.Defaults.EndpointStyles[a7]||n.Defaults.EndpointStyle;a6.hoverPaintStyle=a6.hoverPaintStyle||aZ.Defaults.EndpointHoverStyles[a7]||aZ.Defaults.EndpointHoverStyle||n.Defaults.EndpointHoverStyles[a7]||n.Defaults.EndpointHoverStyle;a6.anchor=a6.anchor||aZ.Defaults.Anchors[a7]||aZ.Defaults.Anchor||n.Defaults.Anchors[a7]||n.Defaults.Anchor};this.makeTarget=function(a8,a9,bf){var a7=n.extend({},bf);n.extend(a7,a9);var bd=n.CurrentLibrary,be=a7.scope||aZ.Defaults.Scope,ba=a7.deleteEndpointsOnDetach||true,a6=function(bk){var bi=D(bk);aE[bi]=a7.endpoint;var bh=n.extend({},a7.dropOptions||{}),bg=function(){aZ.currentlyDragging=false;var bx=A(bd.getDragObject(arguments)),bn=d(bx,"dragId"),bv=d(bx,"originalScope"),bs=aR[bn],bm=bs.endpoints[0],bl=a7.endpoint?n.extend({},a7.endpoint):{};S(bl,1);bm.anchor.locked=false;if(bv){bd.setDragScope(bx,bv)}var bq=bs.isDropAllowed(bs.sourceId,D(bk),bs.scope);if(bs.endpointsToDeleteOnDetach){if(bm===bs.endpointsToDeleteOnDetach[0]){bs.endpointsToDeleteOnDetach[0]=null}else{if(bm===bs.endpointsToDeleteOnDetach[1]){bs.endpointsToDeleteOnDetach[1]=null}}}if(bs.suspendedEndpoint){bs.targetId=bs.suspendedEndpoint.elementId;bs.target=bd.getElementObject(bs.suspendedEndpoint.elementId);bs.endpoints[1]=bs.suspendedEndpoint}if(bq){bm.detach(bs,false,true,true);var bw=aZ.addEndpoint(bk,bl);if(bw.anchor.positionFinder!=null){var bt=bd.getUIPosition(arguments),bp=bd.getOffset(bk),bu=bd.getSize(bk),bo=bw.anchor.positionFinder(bt,bp,bu,bw.anchor);bw.anchor.x=bo[0];bw.anchor.y=bo[1]}var br=aZ.connect({source:bm,target:bw,scope:bv,previousConnection:bs,container:bs.parent,doNotFireConnectionEvent:bm.endpointWillMoveAfterConnection});if(ba){br.endpointsToDeleteOnDetach=[bm,bw]}}else{if(bs.suspendedEndpoint){if(bm.isReattach){bs.setHover(false);bs.floatingAnchorIndex=null;bs.suspendedEndpoint.addConnection(bs);aZ.repaint(bm.elementId)}else{bm.detach(bs,false,true,true)}}}};var bj=bd.dragEvents.drop;bh.scope=bh.scope||be;bh[bj]=ab(bh[bj],bg);bd.initDroppable(bk,bh,true)};a8=aq(a8);var bc=a8.length&&a8.constructor!=String?a8:[a8];for(var bb=0;bb<bc.length;bb++){a6(A(bc[bb]))}};this.makeTargets=function(a8,a9,a6){for(var a7=0;a7<a8.length;a7++){aZ.makeTarget(a8[a7],a9,a6)}};var ak={};this.makeSource=function(ba,bd,a6){var bb=n.extend({},a6);n.extend(bb,bd);var a9=n.CurrentLibrary,bc=function(bk){var be=D(bk);ak[be]=bb.endpoint||{};var bf=a9.dragEvents.stop,bj=a9.dragEvents.drag,bl=n.extend({},bb.dragOptions||ak[be].dragOptions||{}),bh=bl.drag,bm=bl.stop,bn=null,bi=false;bl.scope=bl.scope||bb.scope;ak[be].endpoint=ak[be].endpoint||aZ.Defaults.Endpoints[0]||aZ.Defaults.Endpoint;S(ak[be],0);bl[bj]=ab(bl[bj],function(){if(bh){bh.apply(this,arguments)}bi=false});bl[bf]=function(){if(bm){bm.apply(this,arguments)}aZ.currentlyDragging=false;if(bn.connections.length==0){aZ.deleteEndpoint(bn)}else{a9.unbind(bn.canvas,"mousedown");var bp=ak[be].anchor||aZ.Defaults.Anchor;bn.anchor=aZ.makeAnchor(bp,be,aZ);if(bb.parent){var bq=a9.getElementObject(bb.parent);if(bq){var bo=bn.elementId;bn.setElement(bq);bn.endpointWillMoveAfterConnection=false;aZ.anchorManager.rehomeEndpoint(bo,bq);bn.connections[0].previousConnection=null;a4(bn.connections[0])}}aZ.repaint(be)}};var bg=function(bp){var bu=N({elId:be});var bt=((bp.pageX||bp.page.x)-bu.left)/bu.width,bs=((bp.pageY||bp.page.y)-bu.top)/bu.height,by=bt,bx=bs;if(bb.parent){var br=n.CurrentLibrary.getElementObject(bb.parent),bq=D(br);bu=N({elId:bq});by=((bp.pageX||bp.page.x)-bu.left)/bu.width,bx=((bp.pageY||bp.page.y)-bu.top)/bu.height}var bw={};n.extend(bw,ak[be]);bw.isSource=true;bw.anchor=[bt,bs,0,0];bw.parentAnchor=[by,bx,0,0];bw.dragOptions=bl;if(bb.parent){var bo=bw.container||aZ.Defaults.Container;if(bo){bw.container=bo}else{bw.container=n.CurrentLibrary.getParent(bb.parent)}}bn=aZ.addEndpoint(be,bw);bi=true;bn.endpointWillMoveAfterConnection=bb.parent!=null;bn.endpointWillMoveTo=bb.parent?a9.getElementObject(bb.parent):null;var bv=function(){if(bi){aZ.deleteEndpoint(bn)}};aZ.registerListener(bn.canvas,"mouseup",bv);aZ.registerListener(bk,"mouseup",bv);a9.trigger(bn.canvas,"mousedown",bp)};aZ.registerListener(bk,"mousedown",bg)};ba=aq(ba);var a7=ba.length&&ba.constructor!=String?ba:[ba];for(var a8=0;a8<a7.length;a8++){bc(A(a7[a8]))}};this.makeSources=function(a8,a9,a6){for(var a7=0;a7<a8.length;a7++){aZ.makeSource(a8[a7],a9,a6)}};this.ready=function(a6){aZ.bind("ready",a6)},this.repaint=function(a7){var a8=function(a9){aM(A(a9))};if(typeof a7=="object"){for(var a6=0;a6<a7.length;a6++){a8(a7[a6])}}else{a8(a7)}};this.repaintEverything=function(){var a7=_timestamp();for(var a6 in az){aM(A(a6),null,a7)}};this.removeAllEndpoints=function(a8){var a6=d(a8,"id"),a9=az[a6];if(a9){for(var a7=0;a7<a9.length;a7++){aZ.deleteEndpoint(a9[a7])}}az[a6]=[]};this.removeEveryEndpoint=this.deleteEveryEndpoint;this.removeEndpoint=function(a6,a7){aZ.deleteEndpoint(a7)};var W={},aP=function(){for(var a7 in W){for(var a6=0;a6<W[a7].length;a6++){var a8=W[a7][a6];n.CurrentLibrary.unbind(a8.el,a8.event,a8.listener)}}W={}};this.registerListener=function(a7,a6,a8){n.CurrentLibrary.bind(a7,a6,a8);M(W,a6,{el:a7,event:a6,listener:a8})};this.reset=function(){aZ.deleteEveryEndpoint();aZ.clearListeners();aP();aZ.anchorManager.reset()};this.setAutomaticRepaint=function(a6){a1=a6};this.setDefaultScope=function(a6){I=a6};this.setDraggable=aV;this.setDebugLog=function(a6){H=a6};this.setRepaintFunction=function(a6){ae=a6};this.setMouseEventsEnabled=function(a6){aW=a6};this.setSuspendDrawing=aS;this.CANVAS="canvas";this.SVG="svg";this.VML="vml";this.setRenderMode=function(a6){if(a6){a6=a6.toLowerCase()}else{return}if(a6!==n.CANVAS&&a6!==n.SVG&&a6!==n.VML){throw new Error("render mode must be one of jsPlumb.CANVAS, jsPlumb.SVG or jsPlumb.VML")}if(a6===n.CANVAS&&w){O=n.CANVAS}else{if(a6===n.SVG&&e){O=n.SVG}else{if(a){O=n.VML}}}return O};this.getRenderMode=function(){return 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a7=a9.tagName.toLowerCase()==="body"?{left:0,top:0}:s(a9),ba=a9.tagName.toLowerCase()==="body"?{left:0,top:0}:{left:a9.scrollLeft,top:a9.scrollTop};a6[0]=bb[0]-a7.left+ba.left;a6[1]=bb[1]-a7.top+ba.top}return a6};var Q=function(ba){var a8=this;this.x=ba.x||0;this.y=ba.y||0;this.elementId=ba.elementId;var a7=ba.orientation||[0,0];var a9=null,a6=null;this.offsets=ba.offsets||[0,0];a8.timestamp=null;this.compute=function(bf){var be=bf.xy,bb=bf.wh,bc=bf.element,bd=bf.timestamp;if(bd&&bd===a8.timestamp){return a6}a6=[be[0]+(a8.x*bb[0])+a8.offsets[0],be[1]+(a8.y*bb[1])+a8.offsets[1]];a6=a0(a6,bc.canvas);a8.timestamp=bd;return a6};this.getOrientation=function(bb){return a7};this.equals=function(bb){if(!bb){return false}var bc=bb.getOrientation();var bd=this.getOrientation();return this.x==bb.x&&this.y==bb.y&&this.offsets[0]==bb.offsets[0]&&this.offsets[1]==bb.offsets[1]&&bd[0]==bc[0]&&bd[1]==bc[1]};this.getCurrentLocation=function(){return a6}};var aG=function(bc){var ba=bc.reference,bb=bc.referenceCanvas,a8=b(A(bb)),a7=0,bd=0,a6=null,a9=null;this.x=0;this.y=0;this.isFloating=true;this.compute=function(bh){var bg=bh.xy,bf=bh.element,be=[bg[0]+(a8[0]/2),bg[1]+(a8[1]/2)];be=a0(be,bf.canvas);a9=be;return be};this.getOrientation=function(bf){if(a6){return a6}else{var be=ba.getOrientation(bf);return[Math.abs(be[0])*a7*-1,Math.abs(be[1])*bd*-1]}};this.over=function(be){a6=be.getOrientation()};this.out=function(){a6=null};this.getCurrentLocation=function(){return a9}};var ad=function(a8,a7,bd){this.isSelective=true;this.isDynamic=true;var bg=[],bf=this,be=function(bh){return bh.constructor==Q?bh:aZ.makeAnchor(bh,bd,aZ)};for(var bc=0;bc<a8.length;bc++){bg[bc]=be(a8[bc])}this.addAnchor=function(bh){bg.push(be(bh))};this.getAnchors=function(){return bg};this.locked=false;var a9=bg.length>0?bg[0]:null,bb=bg.length>0?0:-1,bf=this,ba=function(bj,bh,bn,bm,bi){var bl=bm[0]+(bj.x*bi[0]),bk=bm[1]+(bj.y*bi[1]);return Math.sqrt(Math.pow(bh-bl,2)+Math.pow(bn-bk,2))},a6=a7||function(br,bi,bj,bk,bh){var bm=bj[0]+(bk[0]/2),bl=bj[1]+(bk[1]/2);var bo=-1,bq=Infinity;for(var bn=0;bn<bh.length;bn++){var bp=ba(bh[bn],bm,bl,br,bi);if(bp<bq){bo=bn+0;bq=bp}}return bh[bo]};this.compute=function(bl){var bk=bl.xy,bh=bl.wh,bj=bl.timestamp,bi=bl.txy,bm=bl.twh;if(bf.locked||bi==null||bm==null){return a9.compute(bl)}else{bl.timestamp=null}a9=a6(bk,bh,bi,bm,bg);bf.x=a9.x;bf.y=a9.y;return a9.compute(bl)};this.getCurrentLocation=function(){return a9!=null?a9.getCurrentLocation():null};this.getOrientation=function(bh){return a9!=null?a9.getOrientation(bh):[0,0]};this.over=function(bh){if(a9!=null){a9.over(bh)}};this.out=function(){if(a9!=null){a9.out()}}};var aU={},Y={},ar={},K={HORIZONTAL:"horizontal",VERTICAL:"vertical",DIAGONAL:"diagonal",IDENTITY:"identity"},aX=function(bf,bg,bc,a9){if(bf===bg){return{orientation:K.IDENTITY,a:["top","top"]}}var a7=Math.atan2((a9.centery-bc.centery),(a9.centerx-bc.centerx)),ba=Math.atan2((bc.centery-a9.centery),(bc.centerx-a9.centerx)),bb=((bc.left<=a9.left&&bc.right>=a9.left)||(bc.left<=a9.right&&bc.right>=a9.right)||(bc.left<=a9.left&&bc.right>=a9.right)||(a9.left<=bc.left&&a9.right>=bc.right)),bh=((bc.top<=a9.top&&bc.bottom>=a9.top)||(bc.top<=a9.bottom&&bc.bottom>=a9.bottom)||(bc.top<=a9.top&&bc.bottom>=a9.bottom)||(a9.top<=bc.top&&a9.bottom>=bc.bottom));if(!(bb||bh)){var be=null,a8=false,a6=false,bd=null;if(a9.left>bc.left&&a9.top>bc.top){be=["right","top"]}else{if(a9.left>bc.left&&bc.top>a9.top){be=["top","left"]}else{if(a9.left<bc.left&&a9.top<bc.top){be=["top","right"]}else{if(a9.left<bc.left&&a9.top>bc.top){be=["left","top"]}}}}return{orientation:K.DIAGONAL,a:be,theta:a7,theta2:ba}}else{if(bb){return{orientation:K.HORIZONTAL,a:bc.top<a9.top?["bottom","top"]:["top","bottom"],theta:a7,theta2:ba}}else{return{orientation:K.VERTICAL,a:bc.left<a9.left?["right","left"]:["left","right"],theta:a7,theta2:ba}}}},aI=function(bk,bg,be,bf,bl,bh,a8){var bm=[],a7=bg[bl?0:1]/(bf.length+1);for(var bi=0;bi<bf.length;bi++){var bn=(bi+1)*a7,a6=bh*bg[bl?1:0];if(a8){bn=bg[bl?0:1]-bn}var bd=(bl?bn:a6),ba=be[0]+bd,bc=bd/bg[0],bb=(bl?a6:bn),a9=be[1]+bb,bj=bb/bg[1];bm.push([ba,a9,bc,bj,bf[bi][1],bf[bi][2]])}return bm},aL=function(a7,a6){return a7[0]>a6[0]?1:-1},R=function(a6){return function(a8,a7){var a9=true;if(a6){if(a8[0][0]<a7[0][0]){a9=true}else{a9=a8[0][1]>a7[0][1]}}else{if(a8[0][0]>a7[0][0]){a9=true}else{a9=a8[0][1]>a7[0][1]}}return a9===false?-1:1}},G=function(a7,a6){var a9=a7[0][0]<0?-Math.PI-a7[0][0]:Math.PI-a7[0][0],a8=a6[0][0]<0?-Math.PI-a6[0][0]:Math.PI-a6[0][0];if(a9>a8){return 1}else{return a7[0][1]>a6[0][1]?1:-1}},aF={top:aL,right:R(true),bottom:R(true),left:G},ac=function(a6,a7){return a6.sort(a7)},aa=function(a7,a6){var a9=U[a7],ba=X[a7],a8=function(bg,bn,bc,bf,bl,bk){if(bf.length>0){var bj=ac(bf,aF[bg]),bh=bg==="right"||bg==="top",bb=aI(bg,bn,bc,bj,bl,bk,bh);var bo=function(br,bq){var bp=a0([bq[0],bq[1]],br.canvas);Y[br.id]=[bp[0],bp[1],bq[2],bq[3]]};for(var bd=0;bd<bb.length;bd++){var bi=bb[bd][4],bm=bi.endpoints[0].elementId===a7,be=bi.endpoints[1].elementId===a7;if(bm){bo(bi.endpoints[0],bb[bd])}else{if(be){bo(bi.endpoints[1],bb[bd])}}}}};a8("bottom",a9,[ba.left,ba.top],a6.bottom,true,1);a8("top",a9,[ba.left,ba.top],a6.top,true,0);a8("left",a9,[ba.left,ba.top],a6.left,false,0);a8("right",a9,[ba.left,ba.top],a6.right,false,1)},an=function(){var a6={},a8={},a9={},bc=[],a7=this,bb={};this.reset=function(){a8={};a9={};bc=[];bb={}};this.newConnection=function(bg){var bi=bg.sourceId,bf=bg.targetId,bd=bg.endpoints,bh=true,be=function(bj,bk,bm,bl,bn){if(bm.constructor==ad||bm.constructor==Q){M(a8,bl,[bn,bk,bm.constructor==ad])}else{if(bi==bf){n.CurrentLibrary.removeElement(bd[1].canvas);bh=false}M(a9,bl,bn)}};be(0,bd[0],bd[0].anchor,bf,bg);if(bh){be(1,bd[1],bd[1].anchor,bi,bg)}};this.connectionDetached=function(bd){var bi=bd.sourceId,bj=bd.targetId,bm=bd.connection.endpoints,bh=function(bn,bo,bq,bp,bs){if(bq.constructor==aG){}else{if(bq.constructor==ad||bq.constructor==Q){var br=a8[bp];if(br){y(br,function(bt){return bt[0].id==bs.id})}}else{y(a9[bp],function(bt){return bt.id==bs.id})}}};bh(1,bm[1],bm[1].anchor,bi,bd.connection);bh(0,bm[0],bm[0].anchor,bj,bd.connection);var be=bd.connection.sourceId,bf=bd.connection.targetId,bl=bd.connection.endpoints[0].id,bg=bd.connection.endpoints[1].id,bk=function(bp,bn){if(bp){var bo=function(bq){return bq[4]==bn};y(bp.top,bo);y(bp.left,bo);y(bp.bottom,bo);y(bp.right,bo)}};bk(bb[be],bl);bk(bb[bf],bg);a7.redraw(be);a7.redraw(bf)};this.add=function(be,bd){M(a6,bd,be)};this.get=function(bd){return{standard:a8[bd]||[],continuous:a9[bd]||[],endpoints:a6[bd],continuousAnchorEndpoints:bc}};this.deleteEndpoint=function(be){var bd=p(bc,be);if(bd>-1){bc.splice(bd,1)}else{y(a6[be.elementId],function(bf){return bf.id==be.id})}};this.clearFor=function(bd){delete a6[bd];a6[bd]=[]};var ba=function(bx,bk,bs,bh,bn,bo,bq,bm,bz,bp,bg,bw){var bu=-1,bf=-1,bi=bh.endpoints[bq],br=bi.id,bl=[1,0][bq],bd=[[bk,bs],bh,bn,bo,br],be=bx[bz],by=bi._continuousAnchorEdge?bx[bi._continuousAnchorEdge]:null;if(by){var bv=i(by,function(bA){return bA[4]==br});if(bv!=-1){by.splice(bv,1);for(var bt=0;bt<by.length;bt++){r(bg,by[bt][1],function(bA){return bA.id==by[bt][1].id});r(bw,by[bt][1].endpoints[bq],function(bA){return bA.id==by[bt][1].endpoints[bq].id})}}}for(var bt=0;bt<be.length;bt++){if(bq==1&&be[bt][3]===bo&&bf==-1){bf=bt}r(bg,be[bt][1],function(bA){return bA.id==be[bt][1].id});r(bw,be[bt][1].endpoints[bq],function(bA){return bA.id==be[bt][1].endpoints[bq].id})}if(bu!=-1){be[bu]=bd}else{var bj=bm?bf!=-1?bf:0:be.length;be.splice(bj,0,bd)}bi._continuousAnchorEdge=bz};this.redraw=function(bp,br,bf){var bB=a6[bp]||[],bA=a8[bp]||[],bz=a9[bp]||[],be=[],by=[],bg=[];bf=bf||_timestamp();N({elId:bp,offset:br,recalc:false,timestamp:bf});var bl=X[bp],bi=U[bp],bn={};for(var bw=0;bw<bz.length;bw++){var bj=bz[bw],bk=bj.sourceId,bh=bj.targetId,bx=bk+"_"+bh,bu=bh+"_"+bk,bt=bn[bx],bm=au(bh),bd=au(bk),bo=bj.sourceId==bp?1:0;if(!bb[bk]){bb[bk]={top:[],right:[],bottom:[],left:[]}}if(!bb[bh]){bb[bh]={top:[],right:[],bottom:[],left:[]}}if(bh==bk){ba(bb[bk],-Math.PI/2,0,bj,false,bh,0,false,"top",bk,be,by)}else{if(!bt){bt=aX(bk,bh,bd.o,bm.o);bn[bx]=bt}ba(bb[bk],bt.theta,0,bj,false,bh,0,false,bt.a[0],bk,be,by);ba(bb[bh],bt.theta2,-1,bj,true,bk,1,true,bt.a[1],bh,be,by)}r(bg,bk,function(bC){return bC===bk});r(bg,bh,function(bC){return bC===bh});r(be,bj,function(bC){return bC.id==bj.id});r(by,bj.endpoints[bo],function(bC){return bC.id==bj.endpoints[bo].id})}for(var bw=0;bw<bg.length;bw++){aa(bg[bw],bb[bg[bw]])}for(var bw=0;bw<bB.length;bw++){bB[bw].paint({timestamp:bf,offset:bl,dimensions:bi})}for(var bw=0;bw<by.length;bw++){by[bw].paint({timestamp:bf,offset:bl,dimensions:bi})}for(var bw=0;bw<bA.length;bw++){var bq=bA[bw][1];if(bq.anchor.constructor==ad){bq.paint({elementWithPrecedence:bp});r(be,bA[bw][0],function(bC){return bC.id==bA[bw][0].id});for(var bv=0;bv<bq.connections.length;bv++){if(bq.connections[bv]!==bA[bw][0]){r(be,bq.connections[bv],function(bC){return bC.id==bq.connections[bv].id})}}}else{if(bq.anchor.constructor==Q){r(be,bA[bw][0],function(bC){return bC.id==bA[bw][0].id})}}}var bs=aR[bp];if(bs){bs.paint({timestamp:bf,recalc:false,elId:bp})}for(var bw=0;bw<be.length;bw++){be[bw].paint({elId:bp,timestamp:bf,recalc:false})}};this.rehomeEndpoint=function(bd,bh){var be=a6[bd]||[],bf=aZ.getId(bh);for(var bg=0;bg<be.length;bg++){a7.add(be[bg],bf)}be.splice(0,be.length)}};aZ.anchorManager=new an();aZ.continuousAnchorFactory={get:function(a7){var a6=aU[a7.elementId];if(!a6){a6={type:"Continuous",compute:function(a8){return Y[a8.element.id]||[0,0]},getCurrentLocation:function(a8){return Y[a8.id]||[0,0]},getOrientation:function(a8){return ar[a8.id]||[0,0]},isDynamic:true,isContinuous:true};aU[a7.elementId]=a6}return a6}};var aj=function(bo){var bh=this,a8=true;bh.idPrefix="_jsplumb_c_";bh.defaultLabelLocation=0.5;bh.defaultOverlayKeys=["Overlays","ConnectionOverlays"];this.parent=bo.parent;overlayCapableJsPlumbUIComponent.apply(this,arguments);this.isVisible=function(){return a8};this.setVisible=function(bq){a8=bq;if(bh.connector&&bh.connector.canvas){bh.connector.canvas.style.display=bq?"block":"none"}};this.source=A(bo.source);this.target=A(bo.target);if(bo.sourceEndpoint){this.source=bo.sourceEndpoint.endpointWillMoveTo||bo.sourceEndpoint.getElement()}if(bo.targetEndpoint){this.target=bo.targetEndpoint.getElement()}bh.previousConnection=bo.previousConnection;var be=bo.cost;bh.getCost=function(){return be};bh.setCost=function(bq){be=bq};var bc=bo.bidirectional===true;bh.isBidirectional=function(){return bc};this.sourceId=d(this.source,"id");this.targetId=d(this.target,"id");this.getAttachedElements=function(){return bh.endpoints};this.scope=bo.scope;this.endpoints=[];this.endpointStyles=[];var bn=function(br,bq){if(br){return aZ.makeAnchor(br,bq,aZ)}},bl=function(bq,bw,br,bt,bu,bs,bv){if(bq){bh.endpoints[bw]=bq;bq.addConnection(bh)}else{if(!br.endpoints){br.endpoints=[null,null]}var bC=br.endpoints[bw]||br.endpoint||aZ.Defaults.Endpoints[bw]||n.Defaults.Endpoints[bw]||aZ.Defaults.Endpoint||n.Defaults.Endpoint;if(!br.endpointStyles){br.endpointStyles=[null,null]}if(!br.endpointHoverStyles){br.endpointHoverStyles=[null,null]}var bA=br.endpointStyles[bw]||br.endpointStyle||aZ.Defaults.EndpointStyles[bw]||n.Defaults.EndpointStyles[bw]||aZ.Defaults.EndpointStyle||n.Defaults.EndpointStyle;if(bA.fillStyle==null&&bs!=null){bA.fillStyle=bs.strokeStyle}if(bA.outlineColor==null&&bs!=null){bA.outlineColor=bs.outlineColor}if(bA.outlineWidth==null&&bs!=null){bA.outlineWidth=bs.outlineWidth}var bz=br.endpointHoverStyles[bw]||br.endpointHoverStyle||aZ.Defaults.EndpointHoverStyles[bw]||n.Defaults.EndpointHoverStyles[bw]||aZ.Defaults.EndpointHoverStyle||n.Defaults.EndpointHoverStyle;if(bv!=null){if(bz==null){bz={}}if(bz.fillStyle==null){bz.fillStyle=bv.strokeStyle}}var by=br.anchors?br.anchors[bw]:br.anchor?br.anchor:bn(aZ.Defaults.Anchors[bw],bu)||bn(n.Defaults.Anchors[bw],bu)||bn(aZ.Defaults.Anchor,bu)||bn(n.Defaults.Anchor,bu),bB=br.uuids?br.uuids[bw]:null,bx=ao({paintStyle:bA,hoverPaintStyle:bz,endpoint:bC,connections:[bh],uuid:bB,anchor:by,source:bt,container:br.container,reattach:br.reattach,detachable:br.detachable});bh.endpoints[bw]=bx;if(br.drawEndpoints===false){bx.setVisible(false,true,true)}return bx}};var bj=bl(bo.sourceEndpoint,0,bo,bh.source,bh.sourceId,bo.paintStyle,bo.hoverPaintStyle);if(bj){M(az,this.sourceId,bj)}var a9=((bh.sourceId==bh.targetId)&&bo.targetEndpoint==null)?bj:bo.targetEndpoint,bi=bl(a9,1,bo,bh.target,bh.targetId,bo.paintStyle,bo.hoverPaintStyle);if(bi){M(az,this.targetId,bi)}if(!this.scope){this.scope=this.endpoints[0].scope}if(bo.deleteEndpointsOnDetach){bh.endpointsToDeleteOnDetach=[bj,bi]}var a7=aZ.Defaults.ConnectionsDetachable;if(bo.detachable===false){a7=false}if(bh.endpoints[0].connectionsDetachable===false){a7=false}if(bh.endpoints[1].connectionsDetachable===false){a7=false}if(be==null){be=bh.endpoints[0].getConnectionCost()}if(bo.bidirectional==null){bc=bh.endpoints[0].areConnectionsBidirectional()}this.isDetachable=function(){return a7===true};this.setDetachable=function(bq){a7=bq===true};var bp=n.extend({},this.endpoints[0].getParameters());n.extend(bp,this.endpoints[1].getParameters());n.extend(bp,bh.getParameters());bh.setParameters(bp);var bf=bh.setHover;bh.setHover=function(){bh.connector.setHover.apply(bh.connector,arguments);bf.apply(bh,arguments)};var bm=function(bq){if(u==null){bh.setHover(bq,false)}};this.setConnector=function(bq,br){if(bh.connector!=null){aC(bh.connector.getDisplayElements(),bh.parent)}var bs={_jsPlumb:bh._jsPlumb,parent:bo.parent,cssClass:bo.cssClass,container:bo.container,tooltip:bh.tooltip};if(bq.constructor==String){this.connector=new n.Connectors[O][bq](bs)}else{if(bq.constructor==Array){this.connector=new n.Connectors[O][bq[0]](n.extend(bq[1],bs))}}bh.canvas=bh.connector.canvas;_bindListeners(bh.connector,bh,bm);if(!br){bh.repaint()}};bh.setConnector(this.endpoints[0].connector||this.endpoints[1].connector||bo.connector||aZ.Defaults.Connector||n.Defaults.Connector,true);this.setPaintStyle(this.endpoints[0].connectorStyle||this.endpoints[1].connectorStyle||bo.paintStyle||aZ.Defaults.PaintStyle||n.Defaults.PaintStyle,true);this.setHoverPaintStyle(this.endpoints[0].connectorHoverStyle||this.endpoints[1].connectorHoverStyle||bo.hoverPaintStyle||aZ.Defaults.HoverPaintStyle||n.Defaults.HoverPaintStyle,true);this.paintStyleInUse=this.paintStyle;this.moveParent=function(bt){var bs=n.CurrentLibrary,br=bs.getParent(bh.connector.canvas);bs.removeElement(bh.connector.canvas,br);bs.appendElement(bh.connector.canvas,bt);if(bh.connector.bgCanvas){bs.removeElement(bh.connector.bgCanvas,br);bs.appendElement(bh.connector.bgCanvas,bt)}for(var bq=0;bq<bh.overlays.length;bq++){if(bh.overlays[bq].isAppendedAtTopLevel){bs.removeElement(bh.overlays[bq].canvas,br);bs.appendElement(bh.overlays[bq].canvas,bt);if(bh.overlays[bq].reattachListeners){bh.overlays[bq].reattachListeners(bh.connector)}}}if(bh.connector.reattachListeners){bh.connector.reattachListeners()}};N({elId:this.sourceId});N({elId:this.targetId});var bb=X[this.sourceId],ba=U[this.sourceId],a6=X[this.targetId],bd=U[this.targetId],bg=_timestamp(),bk=this.endpoints[0].anchor.compute({xy:[bb.left,bb.top],wh:ba,element:this.endpoints[0],elementId:this.endpoints[0].elementId,txy:[a6.left,a6.top],twh:bd,tElement:this.endpoints[1],timestamp:bg});this.endpoints[0].paint({anchorLoc:bk,timestamp:bg});bk=this.endpoints[1].anchor.compute({xy:[a6.left,a6.top],wh:bd,element:this.endpoints[1],elementId:this.endpoints[1].elementId,txy:[bb.left,bb.top],twh:ba,tElement:this.endpoints[0],timestamp:bg});this.endpoints[1].paint({anchorLoc:bk,timestamp:bg});this.paint=function(bH){bH=bH||{};var by=bH.elId,bz=bH.ui,bw=bH.recalc,br=bH.timestamp,bA=false,bG=bA?this.sourceId:this.targetId,bv=bA?this.targetId:this.sourceId,bs=bA?0:1,bI=bA?1:0;var bJ=N({elId:by,offset:bz,recalc:bw,timestamp:br}),bx=N({elId:bG,timestamp:br});var bC=this.endpoints[bI],bq=this.endpoints[bs],bu=bC.anchor.getCurrentLocation(bC),bF=bq.anchor.getCurrentLocation(bq);var bt=0;for(var bE=0;bE<bh.overlays.length;bE++){var bB=bh.overlays[bE];if(bB.isVisible()){bt=Math.max(bt,bB.computeMaxSize(bh.connector))}}var bD=this.connector.compute(bu,bF,this.endpoints[bI],this.endpoints[bs],this.endpoints[bI].anchor,this.endpoints[bs].anchor,bh.paintStyleInUse.lineWidth,bt,bJ,bx);bh.connector.paint(bD,bh.paintStyleInUse);for(var bE=0;bE<bh.overlays.length;bE++){var bB=bh.overlays[bE];if(bB.isVisible){bh.overlayPlacements[bE]=bB.draw(bh.connector,bh.paintStyleInUse,bD)}}};this.repaint=function(br){br=br||{};var bq=!(br.recalc===false);this.paint({elId:this.sourceId,recalc:bq,timestamp:br.timestamp})};bh.repaint()};var aO=function(a7){var a6=false;return{drag:function(){if(a6){return true}var a8=n.CurrentLibrary.getUIPosition(arguments),a9=a7.element;if(a9){n.CurrentLibrary.setOffset(a9,a8);aM(A(a9),a8)}},stopDrag:function(){a6=true}}};var af=function(ba,a9,bb,a8,a6){var a7=new aG({reference:a9,referenceCanvas:a8});return ao({paintStyle:ba,endpoint:bb,anchor:a7,source:a6,scope:"__floating"})};var J=function(a8,a6){var ba=document.createElement("div");ba.style.position="absolute";var a7=A(ba);aB(ba,a6);var a9=D(a7);N({elId:a9});a8.id=a9;a8.element=a7};var V=function(bA){var bp=this;bp.idPrefix="_jsplumb_e_";bp.defaultLabelLocation=[0.5,0.5];bp.defaultOverlayKeys=["Overlays","EndpointOverlays"];this.parent=bA.parent;overlayCapableJsPlumbUIComponent.apply(this,arguments);bA=bA||{};var ba=true;this.isVisible=function(){return ba};this.setVisible=function(bD,bG,bC){ba=bD;if(bp.canvas){bp.canvas.style.display=bD?"block":"none"}if(!bG){for(var bF=0;bF<bp.connections.length;bF++){bp.connections[bF].setVisible(bD);if(!bC){var bE=bp===bp.connections[bF].endpoints[0]?1:0;if(bp.connections[bF].endpoints[bE].connections.length==1){bp.connections[bF].endpoints[bE].setVisible(bD,true,true)}}}}};var bo=bA.source,bi=bA.uuid,by=null,bc=null;if(bi){aA[bi]=bp}var bf=d(bo,"id");this.elementId=bf;this.element=bo;var a8=bA.connectionCost;this.getConnectionCost=function(){return a8};this.setConnectionCost=function(bC){a8=bC};var bx=bA.connectionsBidirectional===true;this.areConnectionsBidirectional=function(){return bx};this.setConnectionsBidirectional=function(bC){bx=bC};bp.anchor=bA.anchor?aZ.makeAnchor(bA.anchor,bf,aZ):bA.anchors?aZ.makeAnchor(bA.anchors,bf,aZ):aZ.makeAnchor("TopCenter",bf,aZ);if(!bA._transient){aZ.anchorManager.add(bp,bf)}var bm=bA.endpoint||aZ.Defaults.Endpoint||n.Defaults.Endpoint||"Dot",bg={_jsPlumb:bp._jsPlumb,parent:bA.parent,container:bA.container,tooltip:bA.tooltip,connectorTooltip:bA.connectorTooltip,endpoint:bp};if(bm.constructor==String){bm=new n.Endpoints[O][bm](bg)}else{if(bm.constructor==Array){bg=n.extend(bm[1],bg);bm=new n.Endpoints[O][bm[0]](bg)}else{bm=bm.clone()}}var bj=n.extend({},bg);bm.clone=function(){var bC=new Object();bm.constructor.apply(bC,[bj]);return bC};bp.endpoint=bm;bp.type=bp.endpoint.type;var bn=bp.setHover;bp.setHover=function(){bp.endpoint.setHover.apply(bp.endpoint,arguments);bn.apply(bp,arguments)};var bB=function(bC){if(bp.connections.length>0){bp.connections[0].setHover(bC,false)}else{bp.setHover(bC)}};_bindListeners(bp.endpoint,bp,bB);this.setPaintStyle(bA.paintStyle||bA.style||aZ.Defaults.EndpointStyle||n.Defaults.EndpointStyle,true);this.setHoverPaintStyle(bA.hoverPaintStyle||aZ.Defaults.EndpointHoverStyle||n.Defaults.EndpointHoverStyle,true);this.paintStyleInUse=this.paintStyle;this.connectorStyle=bA.connectorStyle;this.connectorHoverStyle=bA.connectorHoverStyle;this.connectorOverlays=bA.connectorOverlays;this.connector=bA.connector;this.connectorTooltip=bA.connectorTooltip;this.isSource=bA.isSource||false;this.isTarget=bA.isTarget||false;var bu=bA.maxConnections||aZ.Defaults.MaxConnections;this.getAttachedElements=function(){return bp.connections};this.canvas=this.endpoint.canvas;this.connections=bA.connections||[];this.scope=bA.scope||I;this.timestamp=null;bp.isReattach=bA.reattach||false;bp.connectionsDetachable=aZ.Defaults.ConnectionsDetachable;if(bA.connectionsDetachable===false||bA.detachable===false){bp.connectionsDetachable=false}var bk=bA.dragAllowedWhenFull||true;this.computeAnchor=function(bC){return bp.anchor.compute(bC)};this.addConnection=function(bC){bp.connections.push(bC)};this.detach=function(bC,bG,bD,bK){var bJ=i(bp.connections,function(bM){return bM.id==bC.id}),bI=false;bK=(bK!==false);if(bJ>=0){if(bD||bC._forceDetach||bC.isDetachable()||bC.isDetachAllowed(bC)){var bL=bC.endpoints[0]==bp?bC.endpoints[1]:bC.endpoints[0];if(bD||bC._forceDetach||(bp.isDetachAllowed(bC))){bp.connections.splice(bJ,1);if(!bG){bL.detach(bC,true,bD);if(bC.endpointsToDeleteOnDetach){for(var bH=0;bH<bC.endpointsToDeleteOnDetach.length;bH++){var bE=bC.endpointsToDeleteOnDetach[bH];if(bE&&bE.connections.length==0){aZ.deleteEndpoint(bE)}}}}aC(bC.connector.getDisplayElements(),bC.parent);y(aD[bC.scope],function(bM){return bM.id==bC.id});bI=true;var bF=(!bG&&bK);aK(bC,bF)}}}return bI};this.detachAll=function(bC){while(bp.connections.length>0){bp.detach(bp.connections[0],false,true,bC)}};this.detachFrom=function(bE,bD){var bF=[];for(var bC=0;bC<bp.connections.length;bC++){if(bp.connections[bC].endpoints[1]==bE||bp.connections[bC].endpoints[0]==bE){bF.push(bp.connections[bC])}}for(var bC=0;bC<bF.length;bC++){if(bp.detach(bF[bC],false,true,bD)){bF[bC].setHover(false,false)}}};this.detachFromConnection=function(bD){var bC=p(bp.connections,bD);if(bC>=0){bp.connections.splice(bC,1)}};this.getElement=function(){return bo};this.setElement=function(bE){var bG=D(bE);y(az[bf],function(bH){return bH.id==bp.id});bo=A(bE);bf=D(bo);bp.elementId=bf;var bF=ai({source:bG}),bD=a9.getParent(bp.canvas);a9.removeElement(bp.canvas,bD);a9.appendElement(bp.canvas,bF);for(var bC=0;bC<bp.connections.length;bC++){bp.connections[bC].moveParent(bF);bp.connections[bC].sourceId=bf;bp.connections[bC].source=bo}M(az,bG,bp);aZ.repaint(bG)};this.getUuid=function(){return bi};this.makeInPlaceCopy=function(){return ao({anchor:bp.anchor,source:bo,paintStyle:this.paintStyle,endpoint:bm,_transient:true,scope:bp.scope})};this.isConnectedTo=function(bE){var bD=false;if(bE){for(var bC=0;bC<bp.connections.length;bC++){if(bp.connections[bC].endpoints[1]==bE){bD=true;break}}}return bD};this.isFloating=function(){return by!=null};this.connectorSelector=function(){var bC=bp.connections[0];if(bp.isTarget&&bC){return bC}else{return(bp.connections.length<bu)||bu==-1?null:bC}};this.isFull=function(){return !(bp.isFloating()||bu<1||bp.connections.length<bu)};this.setDragAllowedWhenFull=function(bC){bk=bC};this.setStyle=bp.setPaintStyle;this.equals=function(bC){return this.anchor.equals(bC.anchor)};var bl=function(bD){var bC=0;if(bD!=null){for(var bE=0;bE<bp.connections.length;bE++){if(bp.connections[bE].sourceId==bD||bp.connections[bE].targetId==bD){bC=bE;break}}}return bp.connections[bC]};this.paint=function(bF){bF=bF||{};var bL=bF.timestamp,bK=!(bF.recalc===false);if(!bL||bp.timestamp!==bL){N({elId:bf,timestamp:bL,recalc:bK});var bR=bF.offset||X[bf];if(bR){var bI=bF.anchorPoint,bG=bF.connectorPaintStyle;if(bI==null){var bC=bF.dimensions||U[bf];if(bR==null||bC==null){N({elId:bf,timestamp:bL});bR=X[bf];bC=U[bf]}var bE={xy:[bR.left,bR.top],wh:bC,element:bp,timestamp:bL};if(bK&&bp.anchor.isDynamic&&bp.connections.length>0){var bO=bl(bF.elementWithPrecedence),bQ=bO.endpoints[0]==bp?1:0,bH=bQ==0?bO.sourceId:bO.targetId,bN=X[bH],bP=U[bH];bE.txy=[bN.left,bN.top];bE.twh=bP;bE.tElement=bO.endpoints[bQ]}bI=bp.anchor.compute(bE)}var bM=bm.compute(bI,bp.anchor.getOrientation(bm),bp.paintStyleInUse,bG||bp.paintStyleInUse);bm.paint(bM,bp.paintStyleInUse,bp.anchor);bp.timestamp=bL;for(var bJ=0;bJ<bp.overlays.length;bJ++){var bD=bp.overlays[bJ];if(bD.isVisible){bp.overlayPlacements[bJ]=bD.draw(bp.endpoint,bp.paintStyleInUse,bM)}}}}};this.repaint=this.paint;this.removeConnection=this.detach;if(n.CurrentLibrary.isDragSupported(bo)){var bt={id:null,element:null},bs=null,a7=false,bb=null,a6=aO(bt);var bd=function(){bs=bp.connectorSelector();var bC=true;if(bs==null&&!bA.isSource){bC=false}if(bA.isSource&&bp.isFull()&&!bk){bC=false}if(bs!=null&&!bs.isDetachable()){bC=false}if(bC===false){if(n.CurrentLibrary.stopDrag){n.CurrentLibrary.stopDrag()}a6.stopDrag();return false}if(bs&&!bp.isFull()&&bA.isSource){bs=null}N({elId:bf});bc=bp.makeInPlaceCopy();bc.paint();J(bt,bp.parent);var bI=A(bc.canvas),bG=n.CurrentLibrary.getOffset(bI),bD=a0([bG.left,bG.top],bc.canvas);n.CurrentLibrary.setOffset(bt.element,{left:bD[0],top:bD[1]});if(bp.parentAnchor){bp.anchor=aZ.makeAnchor(bp.parentAnchor,bp.elementId,aZ)}f(A(bp.canvas),"dragId",bt.id);f(A(bp.canvas),"elId",bf);by=af(bp.paintStyle,bp.anchor,bm,bp.canvas,bt.element);if(bs==null){bp.anchor.locked=true;bp.setHover(false,false);bs=T({sourceEndpoint:bp,targetEndpoint:by,source:bp.endpointWillMoveTo||A(bo),target:bt.element,anchors:[bp.anchor,by.anchor],paintStyle:bA.connectorStyle,hoverPaintStyle:bA.connectorHoverStyle,connector:bA.connector,overlays:bA.connectorOverlays})}else{a7=true;bs.connector.setHover(false,false);be(A(bc.canvas),false,true);var bF=bs.endpoints[0].id==bp.id?0:1;bs.floatingAnchorIndex=bF;bp.detachFromConnection(bs);var bJ=A(bp.canvas),bH=n.CurrentLibrary.getDragScope(bJ);f(bJ,"originalScope",bH);var bE=n.CurrentLibrary.getDropScope(bJ);n.CurrentLibrary.setDragScope(bJ,bE);if(bF==0){bb=[bs.source,bs.sourceId,bw,bH];bs.source=bt.element;bs.sourceId=bt.id}else{bb=[bs.target,bs.targetId,bw,bH];bs.target=bt.element;bs.targetId=bt.id}bs.endpoints[bF==0?1:0].anchor.locked=true;bs.suspendedEndpoint=bs.endpoints[bF];bs.suspendedEndpoint.setHover(false);bs.endpoints[bF]=by}aR[bt.id]=bs;by.addConnection(bs);M(az,bt.id,by);aZ.currentlyDragging=true};var a9=n.CurrentLibrary,bv=bA.dragOptions||{},bq=n.extend({},a9.defaultDragOptions),br=a9.dragEvents.start,bz=a9.dragEvents.stop,bh=a9.dragEvents.drag;bv=n.extend(bq,bv);bv.scope=bv.scope||bp.scope;bv[br]=ab(bv[br],bd);bv[bh]=ab(bv[bh],a6.drag);bv[bz]=ab(bv[bz],function(){aZ.currentlyDragging=false;y(az[bt.id],function(bD){return bD.id==by.id});aC([bt.element[0],by.canvas],bo);ag(bc.canvas,bo);aZ.anchorManager.clearFor(bt.id);var bC=bs.floatingAnchorIndex==null?1:bs.floatingAnchorIndex;bs.endpoints[bC==0?1:0].anchor.locked=false;if(bs.endpoints[bC]==by){if(a7&&bs.suspendedEndpoint){if(bC==0){bs.source=bb[0];bs.sourceId=bb[1]}else{bs.target=bb[0];bs.targetId=bb[1]}n.CurrentLibrary.setDragScope(bb[2],bb[3]);bs.endpoints[bC]=bs.suspendedEndpoint;if(bp.isReattach||bs._forceDetach||!bs.endpoints[bC==0?1:0].detach(bs)){bs.setHover(false);bs.floatingAnchorIndex=null;bs.suspendedEndpoint.addConnection(bs);aZ.repaint(bb[1])}bs._forceDetach=null}else{aC(bs.connector.getDisplayElements(),bp.parent);bp.detachFromConnection(bs)}}bp.anchor.locked=false;bp.paint({recalc:false});bs.setHover(false,false);bs=null;bc=null;delete az[by.elementId];by.anchor=null;by=null;aZ.currentlyDragging=false});var bw=A(bp.canvas);n.CurrentLibrary.initDraggable(bw,bv,true)}var be=function(bG,bJ,bE){if((bA.isTarget||bJ)&&n.CurrentLibrary.isDropSupported(bo)){var bC=bA.dropOptions||aZ.Defaults.DropOptions||n.Defaults.DropOptions;bC=n.extend({},bC);bC.scope=bC.scope||bp.scope;var bH=n.CurrentLibrary.dragEvents.drop,bI=n.CurrentLibrary.dragEvents.over,bD=n.CurrentLibrary.dragEvents.out,bF=function(bK){var bU=A(n.CurrentLibrary.getDragObject(arguments)),bL=d(bU,"dragId"),bN=d(bU,"elId"),bT=d(bU,"originalScope"),bQ=aR[bL],bR=bQ.floatingAnchorIndex==null?1:bQ.floatingAnchorIndex,bS=bR==0?1:0;if(bT){n.CurrentLibrary.setDragScope(bU,bT)}if(!bp.isFull()&&!(bR==0&&!bp.isSource)&&!(bR==1&&!bp.isTarget)){var bO=true;if(bQ.suspendedEndpoint&&bQ.suspendedEndpoint.id!=bp.id){if(!bQ.isDetachAllowed(bQ)||!bQ.endpoints[bR].isDetachAllowed(bQ)||!bQ.suspendedEndpoint.isDetachAllowed(bQ)||!aZ.checkCondition("beforeDetach",bQ)){bO=false}}if(bR==0){bQ.source=bo;bQ.sourceId=bf}else{bQ.target=bo;bQ.targetId=bf}bO=bO&&bp.isDropAllowed(bQ.sourceId,bQ.targetId,bQ.scope);if(bO){bQ.endpoints[bR].detachFromConnection(bQ);if(bQ.suspendedEndpoint){bQ.suspendedEndpoint.detachFromConnection(bQ)}bQ.endpoints[bR]=bp;bp.addConnection(bQ);if(!bQ.suspendedEndpoint){aN(bo,bA.draggable,{})}else{var bP=bQ.suspendedEndpoint.getElement(),bM=bQ.suspendedEndpoint.elementId;aK({source:bR==0?bP:bQ.source,target:bR==1?bP:bQ.target,sourceId:bR==0?bM:bQ.sourceId,targetId:bR==1?bM:bQ.targetId,sourceEndpoint:bR==0?bQ.suspendedEndpoint:bQ.endpoints[0],targetEndpoint:bR==1?bQ.suspendedEndpoint:bQ.endpoints[1],connection:bQ},true)}a4(bQ,null,bK)}else{if(bQ.suspendedEndpoint){bQ.endpoints[bR]=bQ.suspendedEndpoint;bQ.setHover(false);bQ._forceDetach=true;if(bR==0){bQ.source=bQ.suspendedEndpoint.element;bQ.sourceId=bQ.suspendedEndpoint.elementId}else{bQ.target=bQ.suspendedEndpoint.element;bQ.targetId=bQ.suspendedEndpoint.elementId}bQ.suspendedEndpoint.addConnection(bQ);bQ.endpoints[0].repaint();bQ.repaint();aZ.repaint(bQ.source.elementId);bQ._forceDetach=false}}bQ.floatingAnchorIndex=null}aZ.currentlyDragging=false;delete aR[bL]};bC[bH]=ab(bC[bH],bF);bC[bI]=ab(bC[bI],function(){if(bp.isTarget){var bL=n.CurrentLibrary.getDragObject(arguments),bN=d(A(bL),"dragId"),bM=aR[bN];if(bM!=null){var bK=bM.floatingAnchorIndex==null?1:bM.floatingAnchorIndex;bM.endpoints[bK].anchor.over(bp.anchor)}}});bC[bD]=ab(bC[bD],function(){if(bp.isTarget){var bL=n.CurrentLibrary.getDragObject(arguments),bN=d(A(bL),"dragId"),bM=aR[bN];if(bM!=null){var bK=bM.floatingAnchorIndex==null?1:bM.floatingAnchorIndex;bM.endpoints[bK].anchor.out()}}});n.CurrentLibrary.initDroppable(bG,bC,true,bE)}};be(A(bp.canvas),true,!(bA._transient||bp.anchor.isFloating));return bp}};var n=window.jsPlumb=new v();n.getInstance=function(E){var D=new v(E);D.init();return D};n.util={convertStyle:function(E,D){if("transparent"===E){return E}var J=E,I=function(K){return K.length==1?"0"+K:K},F=function(K){return I(Number(K).toString(16))},G=/(rgb[a]?\()(.*)(\))/;if(E.match(G)){var H=E.match(G)[2].split(",");J="#"+F(H[0])+F(H[1])+F(H[2]);if(!D&&H.length==4){J=J+F(H[3])}}return J},gradient:function(E,D){E=E.constructor==Array?E:[E.x,E.y];D=D.constructor==Array?D:[D.x,D.y];return(D[1]-E[1])/(D[0]-E[0])},normal:function(E,D){return -1/n.util.gradient(E,D)},segment:function(E,D){E=E.constructor==Array?E:[E.x,E.y];D=D.constructor==Array?D:[D.x,D.y];if(D[0]>E[0]){return(D[1]>E[1])?2:1}else{return(D[1]>E[1])?3:4}},segmentMultipliers:[null,[1,-1],[1,1],[-1,1],[-1,-1]],inverseSegmentMultipliers:[null,[-1,-1],[-1,1],[1,1],[1,-1]],pointOnLine:function(D,H,E){var G=n.util.gradient(D,H),L=n.util.segment(D,H),K=E>0?n.util.segmentMultipliers[L]:n.util.inverseSegmentMultipliers[L],F=Math.atan(G),I=Math.abs(E*Math.sin(F))*K[1],J=Math.abs(E*Math.cos(F))*K[0];return{x:D.x+J,y:D.y+I}},perpendicularLineTo:function(F,G,H){var E=n.util.gradient(F,G),I=Math.atan(-1/E),J=H/2*Math.sin(I),D=H/2*Math.cos(I);return[{x:G.x+D,y:G.y+J},{x:G.x-D,y:G.y-J}]}};var q=function(D,I,F,E,H,G){return function(K){K=K||{};var J=K.jsPlumbInstance.makeAnchor([D,I,F,E,0,0],K.elementId,K.jsPlumbInstance);J.type=H;if(G){G(J,K)}return J}};n.Anchors.TopCenter=q(0.5,0,0,-1,"TopCenter");n.Anchors.BottomCenter=q(0.5,1,0,1,"BottomCenter");n.Anchors.LeftMiddle=q(0,0.5,-1,0,"LeftMiddle");n.Anchors.RightMiddle=q(1,0.5,1,0,"RightMiddle");n.Anchors.Center=q(0.5,0.5,0,0,"Center");n.Anchors.TopRight=q(1,0,0,-1,"TopRight");n.Anchors.BottomRight=q(1,1,0,1,"BottomRight");n.Anchors.TopLeft=q(0,0,0,-1,"TopLeft");n.Anchors.BottomLeft=q(0,1,0,1,"BottomLeft");n.Defaults.DynamicAnchors=function(D){return D.jsPlumbInstance.makeAnchors(["TopCenter","RightMiddle","BottomCenter","LeftMiddle"],D.elementId,D.jsPlumbInstance)};n.Anchors.AutoDefault=function(E){var D=E.jsPlumbInstance.makeDynamicAnchor(n.Defaults.DynamicAnchors(E));D.type="AutoDefault";return D};n.Anchors.Assign=q(0,0,0,0,"Assign",function(E,F){var D=F.position||"Fixed";E.positionFinder=D.constructor==String?F.jsPlumbInstance.AnchorPositionFinders[D]:D;E.constructorParams=F});n.Anchors.Continuous=function(D){return D.jsPlumbInstance.continuousAnchorFactory.get(D)};n.AnchorPositionFinders={Fixed:function(G,E,F,D){return[(G.left-E.left)/F[0],(G.top-E.top)/F[1]]},Grid:function(D,M,H,E){var L=D.left-M.left,K=D.top-M.top,J=H[0]/(E.constructorParams.grid[0]),I=H[1]/(E.constructorParams.grid[1]),G=Math.floor(L/J),F=Math.floor(K/I);return[((G*J)+(J/2))/H[0],((F*I)+(I/2))/H[1]]}}})();(function(){jsPlumb.DOMElementComponent=function(c){jsPlumb.jsPlumbUIComponent.apply(this,arguments);this.mousemove=this.dblclick=this.click=this.mousedown=this.mouseup=function(d){}};jsPlumb.Connectors.Straight=function(){this.type="Straight";var r=this,i=null,e,k,p,n,l,f,q,h,g,d,c,o,m;this.compute=function(A,J,s,z,F,t,D,v){var I=Math.abs(A[0]-J[0]),C=Math.abs(A[1]-J[1]),B=0.45*I,u=0.45*C;I*=1.9;C*=1.9;var G=Math.min(A[0],J[0])-B;var E=Math.min(A[1],J[1])-u;var H=Math.max(2*D,v);if(I<H){I=H;G=A[0]+((J[0]-A[0])/2)-(H/2);B=(I-Math.abs(A[0]-J[0]))/2}if(C<H){C=H;E=A[1]+((J[1]-A[1])/2)-(H/2);u=(C-Math.abs(A[1]-J[1]))/2}h=A[0]<J[0]?B:I-B;g=A[1]<J[1]?u:C-u;d=A[0]<J[0]?I-B:B;c=A[1]<J[1]?C-u:u;i=[G,E,I,C,h,g,d,c];n=d-h,l=c-g;e=jsPlumb.util.gradient({x:h,y:g},{x:d,y:c}),k=-1/e;p=-1*((e*h)-g);f=Math.atan(e);q=Math.atan(k);m=Math.sqrt((n*n)+(l*l));return i};this.pointOnPath=function(s){if(s==0){return{x:h,y:g}}else{if(s==1){return{x:d,y:c}}else{return jsPlumb.util.pointOnLine({x:h,y:g},{x:d,y:c},s*m)}}};this.gradientAtPoint=function(s){return e};this.pointAlongPathFrom=function(s,u){var t=r.pointOnPath(s);return jsPlumb.util.pointOnLine(t,{x:d,y:c},u)}};jsPlumb.Connectors.Bezier=function(g){var q=this;g=g||{};this.majorAnchor=g.curviness||150;this.minorAnchor=10;var k=null;this.type="Bezier";this._findControlPoint=function(C,r,x,s,v,A,t){var 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K=Math.min(h,c),I=Math.min(p[1],o[1]),w=Math.min(K,I),B=Math.max(h,c),z=Math.max(p[1],o[1]),t=Math.max(B,z);if(t>i){i=t}if(w<0){e+=w;var y=Math.abs(w);i+=y;p[1]+=y;h+=y;c+=y;o[1]+=y}if(G&&n<G){var D=(G-n)/2;n=G;f-=D;l=l+D;d=d+D;p[0]=p[0]+D;o[0]=o[0]+D}if(G&&i<G){var D=(G-i)/2;i=G;e-=D;h=h+D;c=c+D;p[1]=p[1]+D;o[1]=o[1]+D}k=[f,e,n,i,l,h,d,c,p[0],p[1],o[0],o[1]];return k};var m=function(){return[{x:l,y:h},{x:p[0],y:p[1]},{x:o[0],y:o[1]},{x:d,y:c}]};this.pointOnPath=function(r){return jsBezier.pointOnCurve(m(),r)};this.gradientAtPoint=function(r){return jsBezier.gradientAtPoint(m(),r)};this.pointAlongPathFrom=function(r,s){return jsBezier.pointAlongCurveFrom(m(),r,s)}};jsPlumb.Connectors.Flowchart=function(h){this.type="Flowchart";h=h||{};var p=this,d=h.stub||h.minStubLength||30,k=[],o=0,m=[],c=[],n=[],f,e,i=function(s,r,w,v){var u=0;for(var t=0;t<k.length;t++){c[t]=k[t][5]/o;m[t]=[u,(u+=(k[t][5]/o))]}},q=function(){n.push(k.length);for(var 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w=(ak+v)/2;if((t==1&&ap[1]==1)||(t==2&&ap[1]==-1)){if(Math.abs(al-A)>d){return[[E,S]]}else{return[[T,S],[T,w],[E,w]]}}else{if((t==3&&ap[1]==-1)||(t==4&&ap[1]==1)){return[[T,w],[E,w]]}else{if((t==3&&ap[1]==1)||(t==4&&ap[1]==-1)){return[[T,C]]}else{if((t==1&&ap[1]==-1)||(t==2&&ap[1]==1)){if(Math.abs(al-A)>d){return[[ab,S],[ab,C]]}else{return[[T,C]]}}}}}},oppositey:function(){if(r.elementId==J.elementId){var w=T+((1-ao.x)*aj.width)+d;return[[w,S],[w,C]]}else{if(R&&(t==2||t==3)){return[[A,Z],[al,Z]]}else{return[[ab,S],[ab,C]]}}},orthogonaly:function(){if(t==2||t==3){return[[T,C]]}else{return[[E,S]]}},perpendiculary:function(){var w=(al+A)/2;if((t==2&&ap[0]==-1)||(t==3&&ap[0]==1)){if(Math.abs(al-A)>d){return[[T,C]]}else{return[[T,Z],[E,Z]]}}else{if((t==1&&ap[0]==-1)||(t==4&&ap[0]==1)){var w=(al+A)/2;return[[w,S],[w,C]]}else{if((t==1&&ap[0]==1)||(t==4&&ap[0]==-1)){return[[E,S]]}else{if((t==2&&ap[0]==1)||(t==3&&ap[0]==-1)){if(Math.abs(ak-v)>d){return[[T,Z],[E,Z]]}else{return[[E,S]]}}}}}}};var M=u[F+L];var ah=M();if(ah){for(var am=0;am<ah.length;am++){g(ah[am][0],ah[am][1],A,v,al,ak)}}g(E,C,A,v,al,ak);g(al,ak,A,v,al,ak);q();i(A,v,al,ak);return n};this.pointOnPath=function(r){return p.pointAlongPathFrom(r,0)};this.gradientAtPoint=function(r){return k[l(r)["index"]][4]};this.pointAlongPathFrom=function(v,z){var w=l(v),u=w.segment,y=w.proportion,t=k[w.index][5],r=k[w.index][4];var x={x:r==Infinity?u[2]:u[2]>u[0]?u[0]+((1-y)*t)-z:u[2]+(y*t)+z,y:r==0?u[3]:u[3]>u[1]?u[1]+((1-y)*t)-z:u[3]+(y*t)+z,segmentInfo:w};return x}};jsPlumb.Endpoints.Dot=function(d){this.type="Dot";var c=this;d=d||{};this.radius=d.radius||10;this.defaultOffset=0.5*this.radius;this.defaultInnerRadius=this.radius/3;this.compute=function(i,f,l,h){var g=l.radius||c.radius,e=i[0]-g,k=i[1]-g;return[e,k,g*2,g*2,g]}};jsPlumb.Endpoints.Rectangle=function(d){this.type="Rectangle";var c=this;d=d||{};this.width=d.width||20;this.height=d.height||20;this.compute=function(k,g,m,i){var h=m.width||c.width,f=m.height||c.height,e=k[0]-(h/2),l=k[1]-(f/2);return[e,l,h,f]}};var a=function(e){jsPlumb.DOMElementComponent.apply(this,arguments);var c=this;var d=[];this.getDisplayElements=function(){return d};this.appendDisplayElement=function(f){d.push(f)}};jsPlumb.Endpoints.Image=function(g){this.type="Image";a.apply(this,arguments);var l=this,f=false,e=g.width,d=g.height,i=null,c=g.endpoint;this.img=new Image();l.ready=false;this.img.onload=function(){l.ready=true;e=e||l.img.width;d=d||l.img.height;if(i){i(l)}};c.setImage=function(m,o){var n=m.constructor==String?m:m.src;i=o;l.img.src=m};c.setImage(g.src||g.url,g.onload);this.compute=function(o,m,p,n){l.anchorPoint=o;if(l.ready){return[o[0]-e/2,o[1]-d/2,e,d]}else{return[0,0,0,0]}};l.canvas=document.createElement("img"),f=false;l.canvas.style.margin=0;l.canvas.style.padding=0;l.canvas.style.outline=0;l.canvas.style.position="absolute";var h=g.cssClass?" 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c=this;this.type="Blank";a.apply(this,arguments);this.compute=function(g,e,h,f){return[g[0],g[1],10,0]};c.canvas=document.createElement("div");c.canvas.style.display="block";c.canvas.style.width="1px";c.canvas.style.height="1px";c.canvas.style.background="transparent";c.canvas.style.position="absolute";c.canvas.className=c._jsPlumb.endpointClass;jsPlumb.appendElement(c.canvas,d.parent);this.paint=function(g,f,e){jsPlumb.sizeCanvas(c.canvas,g[0],g[1],g[2],g[3])}};jsPlumb.Endpoints.Triangle=function(c){this.type="Triangle";c=c||{};c.width=c.width||55;c.height=c.height||55;this.width=c.width;this.height=c.height;this.compute=function(i,f,l,h){var g=l.width||self.width,e=l.height||self.height,d=i[0]-(g/2),k=i[1]-(e/2);return[d,k,g,e]}};var b=function(e){var d=true,c=this;this.isAppendedAtTopLevel=true;this.component=e.component;this.loc=e.location==null?0.5:e.location;this.endpointLoc=e.endpointLocation==null?[0.5,0.5]:e.endpointLocation;this.setVisible=function(f){d=f;c.component.repaint()};this.isVisible=function(){return d};this.hide=function(){c.setVisible(false)};this.show=function(){c.setVisible(true)};this.incrementLocation=function(f){c.loc+=f;c.component.repaint()};this.setLocation=function(f){c.loc=f;c.component.repaint()};this.getLocation=function(){return c.loc}};jsPlumb.Overlays.Arrow=function(g){this.type="Arrow";b.apply(this,arguments);this.isAppendedAtTopLevel=false;g=g||{};var d=this;this.length=g.length||20;this.width=g.width||20;this.id=g.id;var f=(g.direction||1)<0?-1:1,e=g.paintStyle||{lineWidth:1},c=g.foldback||0.623;this.computeMaxSize=function(){return d.width*1.5};this.cleanup=function(){};this.draw=function(i,x,s){var m,t,h,n,l;if(i.pointAlongPathFrom){if(d.loc==1){m=i.pointOnPath(d.loc);t=i.pointAlongPathFrom(d.loc,-1);h=jsPlumb.util.pointOnLine(m,t,d.length)}else{if(d.loc==0){h=i.pointOnPath(d.loc);t=i.pointAlongPathFrom(d.loc,1);m=jsPlumb.util.pointOnLine(h,t,d.length)}else{m=i.pointAlongPathFrom(d.loc,f*d.length/2),t=i.pointOnPath(d.loc),h=jsPlumb.util.pointOnLine(m,t,d.length)}}n=jsPlumb.util.perpendicularLineTo(m,h,d.width);l=jsPlumb.util.pointOnLine(m,h,c*d.length);var w=Math.min(m.x,n[0].x,n[1].x),q=Math.max(m.x,n[0].x,n[1].x),v=Math.min(m.y,n[0].y,n[1].y),p=Math.max(m.y,n[0].y,n[1].y);var o={hxy:m,tail:n,cxy:l},r=e.strokeStyle||x.strokeStyle,u=e.fillStyle||x.strokeStyle,k=e.lineWidth||x.lineWidth;d.paint(i,o,k,r,u,s);return[w,q,v,p]}else{return[0,0,0,0]}}};jsPlumb.Overlays.PlainArrow=function(d){d=d||{};var c=jsPlumb.extend(d,{foldback:1});jsPlumb.Overlays.Arrow.call(this,c);this.type="PlainArrow"};jsPlumb.Overlays.Diamond=function(e){e=e||{};var c=e.length||40,d=jsPlumb.extend(e,{length:c/2,foldback:2});jsPlumb.Overlays.Arrow.call(this,d);this.type="Diamond"};jsPlumb.Overlays.Label=function(i){this.type="Label";jsPlumb.DOMElementComponent.apply(this,arguments);b.apply(this,arguments);this.labelStyle=i.labelStyle||jsPlumb.Defaults.LabelStyle;this.id=i.id;this.cachedDimensions=null;var e=i.label||"",c=this,f=false,k=document.createElement("div"),g=null;k.style.position="absolute";var d=i._jsPlumb.overlayClass+" "+(c.labelStyle.cssClass?c.labelStyle.cssClass:i.cssClass?i.cssClass:"");k.className=d;jsPlumb.appendElement(k,i.component.parent);jsPlumb.getId(k);c.attachListeners(k,c);c.canvas=k;var h=c.setVisible;c.setVisible=function(l){h(l);k.style.display=l?"block":"none"};this.getElement=function(){return k};this.cleanup=function(){if(k!=null){jsPlumb.CurrentLibrary.removeElement(k)}};this.setLabel=function(m){e=m;g=null;c.component.repaint()};this.getLabel=function(){return 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diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/adminconsole.css b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/adminconsole.css
new file mode 100644
index 0000000..4fbfe47
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/adminconsole.css
@@ -0,0 +1,24 @@
+/*
+  Licensed to the Apache Software Foundation (ASF) under one
+  or more contributor license agreements.  See the NOTICE file
+  distributed with this work for additional information
+  regarding copyright ownership.  The ASF licenses this file
+  to you under the Apache License, Version 2.0 (the
+  "License"); you may not use this file except in compliance
+  with the License.  You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+  Unless required by applicable law or agreed to in writing,
+  software distributed under the License is distributed on an
+  "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  KIND, either express or implied.  See the License for the
+  specific language governing permissions and limitations
+  under the License.
+ */
+div.time-chart {
+    width: 600px;
+    height: 300px;
+    margin-left: auto;
+    margin-right: auto;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/jquery-ui/themes/base/jquery-ui.css b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/jquery-ui/themes/base/jquery-ui.css
new file mode 100644
index 0000000..efd6e8c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/stylesheet/jquery-ui/themes/base/jquery-ui.css
@@ -0,0 +1,563 @@
+/*
+ * jQuery UI CSS Framework 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Theming/API
+ */
+
+/* Layout helpers
+----------------------------------*/
+.ui-helper-hidden { display: none; }
+.ui-helper-hidden-accessible { position: absolute !important; clip: rect(1px 1px 1px 1px); clip: rect(1px,1px,1px,1px); }
+.ui-helper-reset { margin: 0; padding: 0; border: 0; outline: 0; line-height: 1.3; text-decoration: none; font-size: 100%; list-style: none; }
+.ui-helper-clearfix:before, .ui-helper-clearfix:after { content: ""; display: table; }
+.ui-helper-clearfix:after { clear: both; }
+.ui-helper-clearfix { zoom: 1; }
+.ui-helper-zfix { width: 100%; height: 100%; top: 0; left: 0; position: absolute; opacity: 0; filter:Alpha(Opacity=0); }
+
+
+/* Interaction Cues
+----------------------------------*/
+.ui-state-disabled { cursor: default !important; }
+
+
+/* Icons
+----------------------------------*/
+
+/* states and images */
+.ui-icon { display: block; text-indent: -99999px; overflow: hidden; background-repeat: no-repeat; }
+
+
+/* Misc visuals
+----------------------------------*/
+
+/* Overlays */
+.ui-widget-overlay { position: absolute; top: 0; left: 0; width: 100%; height: 100%; }
+/*
+ * jQuery UI Accordion 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Accordion#theming
+ */
+/* IE/Win - Fix animation bug - #4615 */
+.ui-accordion { width: 100%; }
+.ui-accordion .ui-accordion-header { cursor: pointer; position: relative; margin-top: 1px; zoom: 1; }
+.ui-accordion .ui-accordion-li-fix { display: inline; }
+.ui-accordion .ui-accordion-header-active { border-bottom: 0 !important; }
+.ui-accordion .ui-accordion-header a { display: block; font-size: 1em; padding: .5em .5em .5em .7em; }
+.ui-accordion-icons .ui-accordion-header a { padding-left: 2.2em; }
+.ui-accordion .ui-accordion-header .ui-icon { position: absolute; left: .5em; top: 50%; margin-top: -8px; }
+.ui-accordion .ui-accordion-content { padding: 1em 2.2em; border-top: 0; margin-top: -2px; position: relative; top: 1px; margin-bottom: 2px; overflow: auto; display: none; zoom: 1; }
+.ui-accordion .ui-accordion-content-active { display: block; }
+/*
+ * jQuery UI Autocomplete 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Autocomplete#theming
+ */
+.ui-autocomplete { position: absolute; cursor: default; }	
+
+/* workarounds */
+* html .ui-autocomplete { width:1px; } /* without this, the menu expands to 100% in IE6 */
+
+/*
+ * jQuery UI Menu 1.8.17
+ *
+ * Copyright 2010, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Menu#theming
+ */
+.ui-menu {
+	list-style:none;
+	padding: 2px;
+	margin: 0;
+	display:block;
+	float: left;
+}
+.ui-menu .ui-menu {
+	margin-top: -3px;
+}
+.ui-menu .ui-menu-item {
+	margin:0;
+	padding: 0;
+	zoom: 1;
+	float: left;
+	clear: left;
+	width: 100%;
+}
+.ui-menu .ui-menu-item a {
+	text-decoration:none;
+	display:block;
+	padding:.2em .4em;
+	line-height:1.5;
+	zoom:1;
+}
+.ui-menu .ui-menu-item a.ui-state-hover,
+.ui-menu .ui-menu-item a.ui-state-active {
+	font-weight: normal;
+	margin: -1px;
+}
+/*
+ * jQuery UI Button 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Button#theming
+ */
+.ui-button { display: inline-block; position: relative; padding: 0; margin-right: .1em; text-decoration: none !important; cursor: pointer; text-align: center; zoom: 1; overflow: visible; } /* the overflow property removes extra width in IE */
+.ui-button-icon-only { width: 2.2em; } /* to make room for the icon, a width needs to be set here */
+button.ui-button-icon-only { width: 2.4em; } /* button elements seem to need a little more width */
+.ui-button-icons-only { width: 3.4em; } 
+button.ui-button-icons-only { width: 3.7em; } 
+
+/*button text element */
+.ui-button .ui-button-text { display: block; line-height: 1.4;  }
+.ui-button-text-only .ui-button-text { padding: .4em 1em; }
+.ui-button-icon-only .ui-button-text, .ui-button-icons-only .ui-button-text { padding: .4em; text-indent: -9999999px; }
+.ui-button-text-icon-primary .ui-button-text, .ui-button-text-icons .ui-button-text { padding: .4em 1em .4em 2.1em; }
+.ui-button-text-icon-secondary .ui-button-text, .ui-button-text-icons .ui-button-text { padding: .4em 2.1em .4em 1em; }
+.ui-button-text-icons .ui-button-text { padding-left: 2.1em; padding-right: 2.1em; }
+/* no icon support for input elements, provide padding by default */
+input.ui-button { padding: .4em 1em; }
+
+/*button icon element(s) */
+.ui-button-icon-only .ui-icon, .ui-button-text-icon-primary .ui-icon, .ui-button-text-icon-secondary .ui-icon, .ui-button-text-icons .ui-icon, .ui-button-icons-only .ui-icon { position: absolute; top: 50%; margin-top: -8px; }
+.ui-button-icon-only .ui-icon { left: 50%; margin-left: -8px; }
+.ui-button-text-icon-primary .ui-button-icon-primary, .ui-button-text-icons .ui-button-icon-primary, .ui-button-icons-only .ui-button-icon-primary { left: .5em; }
+.ui-button-text-icon-secondary .ui-button-icon-secondary, .ui-button-text-icons .ui-button-icon-secondary, .ui-button-icons-only .ui-button-icon-secondary { right: .5em; }
+.ui-button-text-icons .ui-button-icon-secondary, .ui-button-icons-only .ui-button-icon-secondary { right: .5em; }
+
+/*button sets*/
+.ui-buttonset { margin-right: 7px; }
+.ui-buttonset .ui-button { margin-left: 0; margin-right: -.3em; }
+
+/* workarounds */
+button.ui-button::-moz-focus-inner { border: 0; padding: 0; } /* reset extra padding in Firefox */
+/*
+ * jQuery UI Datepicker 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Datepicker#theming
+ */
+.ui-datepicker { width: 17em; padding: .2em .2em 0; display: none; }
+.ui-datepicker .ui-datepicker-header { position:relative; padding:.2em 0; }
+.ui-datepicker .ui-datepicker-prev, .ui-datepicker .ui-datepicker-next { position:absolute; top: 2px; width: 1.8em; height: 1.8em; }
+.ui-datepicker .ui-datepicker-prev-hover, .ui-datepicker .ui-datepicker-next-hover { top: 1px; }
+.ui-datepicker .ui-datepicker-prev { left:2px; }
+.ui-datepicker .ui-datepicker-next { right:2px; }
+.ui-datepicker .ui-datepicker-prev-hover { left:1px; }
+.ui-datepicker .ui-datepicker-next-hover { right:1px; }
+.ui-datepicker .ui-datepicker-prev span, .ui-datepicker .ui-datepicker-next span { display: block; position: absolute; left: 50%; margin-left: -8px; top: 50%; margin-top: -8px;  }
+.ui-datepicker .ui-datepicker-title { margin: 0 2.3em; line-height: 1.8em; text-align: center; }
+.ui-datepicker .ui-datepicker-title select { font-size:1em; margin:1px 0; }
+.ui-datepicker select.ui-datepicker-month-year {width: 100%;}
+.ui-datepicker select.ui-datepicker-month, 
+.ui-datepicker select.ui-datepicker-year { width: 49%;}
+.ui-datepicker table {width: 100%; font-size: .9em; border-collapse: collapse; margin:0 0 .4em; }
+.ui-datepicker th { padding: .7em .3em; text-align: center; font-weight: bold; border: 0;  }
+.ui-datepicker td { border: 0; padding: 1px; }
+.ui-datepicker td span, .ui-datepicker td a { display: block; padding: .2em; text-align: right; text-decoration: none; }
+.ui-datepicker .ui-datepicker-buttonpane { background-image: none; margin: .7em 0 0 0; padding:0 .2em; border-left: 0; border-right: 0; border-bottom: 0; }
+.ui-datepicker .ui-datepicker-buttonpane button { float: right; margin: .5em .2em .4em; cursor: pointer; padding: .2em .6em .3em .6em; width:auto; overflow:visible; }
+.ui-datepicker .ui-datepicker-buttonpane button.ui-datepicker-current { float:left; }
+
+/* with multiple calendars */
+.ui-datepicker.ui-datepicker-multi { width:auto; }
+.ui-datepicker-multi .ui-datepicker-group { float:left; }
+.ui-datepicker-multi .ui-datepicker-group table { width:95%; margin:0 auto .4em; }
+.ui-datepicker-multi-2 .ui-datepicker-group { width:50%; }
+.ui-datepicker-multi-3 .ui-datepicker-group { width:33.3%; }
+.ui-datepicker-multi-4 .ui-datepicker-group { width:25%; }
+.ui-datepicker-multi .ui-datepicker-group-last .ui-datepicker-header { border-left-width:0; }
+.ui-datepicker-multi .ui-datepicker-group-middle .ui-datepicker-header { border-left-width:0; }
+.ui-datepicker-multi .ui-datepicker-buttonpane { clear:left; }
+.ui-datepicker-row-break { clear:both; width:100%; font-size:0em; }
+
+/* RTL support */
+.ui-datepicker-rtl { direction: rtl; }
+.ui-datepicker-rtl .ui-datepicker-prev { right: 2px; left: auto; }
+.ui-datepicker-rtl .ui-datepicker-next { left: 2px; right: auto; }
+.ui-datepicker-rtl .ui-datepicker-prev:hover { right: 1px; left: auto; }
+.ui-datepicker-rtl .ui-datepicker-next:hover { left: 1px; right: auto; }
+.ui-datepicker-rtl .ui-datepicker-buttonpane { clear:right; }
+.ui-datepicker-rtl .ui-datepicker-buttonpane button { float: left; }
+.ui-datepicker-rtl .ui-datepicker-buttonpane button.ui-datepicker-current { float:right; }
+.ui-datepicker-rtl .ui-datepicker-group { float:right; }
+.ui-datepicker-rtl .ui-datepicker-group-last .ui-datepicker-header { border-right-width:0; border-left-width:1px; }
+.ui-datepicker-rtl .ui-datepicker-group-middle .ui-datepicker-header { border-right-width:0; border-left-width:1px; }
+
+/* IE6 IFRAME FIX (taken from datepicker 1.5.3 */
+.ui-datepicker-cover {
+    display: none; /*sorry for IE5*/
+    display/**/: block; /*sorry for IE5*/
+    position: absolute; /*must have*/
+    z-index: -1; /*must have*/
+    filter: mask(); /*must have*/
+    top: -4px; /*must have*/
+    left: -4px; /*must have*/
+    width: 200px; /*must have*/
+    height: 200px; /*must have*/
+}/*
+ * jQuery UI Dialog 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Dialog#theming
+ */
+.ui-dialog { position: absolute; padding: .2em; width: 300px; overflow: hidden; }
+.ui-dialog .ui-dialog-titlebar { padding: .4em 1em; position: relative;  }
+.ui-dialog .ui-dialog-title { float: left; margin: .1em 16px .1em 0; } 
+.ui-dialog .ui-dialog-titlebar-close { position: absolute; right: .3em; top: 50%; width: 19px; margin: -10px 0 0 0; padding: 1px; height: 18px; }
+.ui-dialog .ui-dialog-titlebar-close span { display: block; margin: 1px; }
+.ui-dialog .ui-dialog-titlebar-close:hover, .ui-dialog .ui-dialog-titlebar-close:focus { padding: 0; }
+.ui-dialog .ui-dialog-content { position: relative; border: 0; padding: .5em 1em; background: none; overflow: auto; zoom: 1; }
+.ui-dialog .ui-dialog-buttonpane { text-align: left; border-width: 1px 0 0 0; background-image: none; margin: .5em 0 0 0; padding: .3em 1em .5em .4em; }
+.ui-dialog .ui-dialog-buttonpane .ui-dialog-buttonset { float: right; }
+.ui-dialog .ui-dialog-buttonpane button { margin: .5em .4em .5em 0; cursor: pointer; }
+.ui-dialog .ui-resizable-se { width: 14px; height: 14px; right: 3px; bottom: 3px; }
+.ui-draggable .ui-dialog-titlebar { cursor: move; }
+/*
+ * jQuery UI Progressbar 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Progressbar#theming
+ */
+.ui-progressbar { height:2em; text-align: left; overflow: hidden; }
+.ui-progressbar .ui-progressbar-value {margin: -1px; height:100%; }/*
+ * jQuery UI Resizable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Resizable#theming
+ */
+.ui-resizable { position: relative;}
+.ui-resizable-handle { position: absolute;font-size: 0.1px;z-index: 99999; display: block; }
+.ui-resizable-disabled .ui-resizable-handle, .ui-resizable-autohide .ui-resizable-handle { display: none; }
+.ui-resizable-n { cursor: n-resize; height: 7px; width: 100%; top: -5px; left: 0; }
+.ui-resizable-s { cursor: s-resize; height: 7px; width: 100%; bottom: -5px; left: 0; }
+.ui-resizable-e { cursor: e-resize; width: 7px; right: -5px; top: 0; height: 100%; }
+.ui-resizable-w { cursor: w-resize; width: 7px; left: -5px; top: 0; height: 100%; }
+.ui-resizable-se { cursor: se-resize; width: 12px; height: 12px; right: 1px; bottom: 1px; }
+.ui-resizable-sw { cursor: sw-resize; width: 9px; height: 9px; left: -5px; bottom: -5px; }
+.ui-resizable-nw { cursor: nw-resize; width: 9px; height: 9px; left: -5px; top: -5px; }
+.ui-resizable-ne { cursor: ne-resize; width: 9px; height: 9px; right: -5px; top: -5px;}/*
+ * jQuery UI Selectable 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Selectable#theming
+ */
+.ui-selectable-helper { position: absolute; z-index: 100; border:1px dotted black; }
+/*
+ * jQuery UI Slider 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Slider#theming
+ */
+.ui-slider { position: relative; text-align: left; }
+.ui-slider .ui-slider-handle { position: absolute; z-index: 2; width: 1.2em; height: 1.2em; cursor: default; }
+.ui-slider .ui-slider-range { position: absolute; z-index: 1; font-size: .7em; display: block; border: 0; background-position: 0 0; }
+
+.ui-slider-horizontal { height: .8em; }
+.ui-slider-horizontal .ui-slider-handle { top: -.3em; margin-left: -.6em; }
+.ui-slider-horizontal .ui-slider-range { top: 0; height: 100%; }
+.ui-slider-horizontal .ui-slider-range-min { left: 0; }
+.ui-slider-horizontal .ui-slider-range-max { right: 0; }
+
+.ui-slider-vertical { width: .8em; height: 100px; }
+.ui-slider-vertical .ui-slider-handle { left: -.3em; margin-left: 0; margin-bottom: -.6em; }
+.ui-slider-vertical .ui-slider-range { left: 0; width: 100%; }
+.ui-slider-vertical .ui-slider-range-min { bottom: 0; }
+.ui-slider-vertical .ui-slider-range-max { top: 0; }/*
+ * jQuery UI Tabs 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Tabs#theming
+ */
+.ui-tabs { position: relative; padding: .2em; zoom: 1; } /* position: relative prevents IE scroll bug (element with position: relative inside container with overflow: auto appear as "fixed") */
+.ui-tabs .ui-tabs-nav { margin: 0; padding: .2em .2em 0; }
+.ui-tabs .ui-tabs-nav li { list-style: none; float: left; position: relative; top: 1px; margin: 0 .2em 1px 0; border-bottom: 0 !important; padding: 0; white-space: nowrap; }
+.ui-tabs .ui-tabs-nav li a { float: left; padding: .5em 1em; text-decoration: none; }
+.ui-tabs .ui-tabs-nav li.ui-tabs-selected { margin-bottom: 0; padding-bottom: 1px; }
+.ui-tabs .ui-tabs-nav li.ui-tabs-selected a, .ui-tabs .ui-tabs-nav li.ui-state-disabled a, .ui-tabs .ui-tabs-nav li.ui-state-processing a { cursor: text; }
+.ui-tabs .ui-tabs-nav li a, .ui-tabs.ui-tabs-collapsible .ui-tabs-nav li.ui-tabs-selected a { cursor: pointer; } /* first selector in group seems obsolete, but required to overcome bug in Opera applying cursor: text overall if defined elsewhere... */
+.ui-tabs .ui-tabs-panel { display: block; border-width: 0; padding: 1em 1.4em; background: none; }
+.ui-tabs .ui-tabs-hide { display: none !important; }
+/*
+ * jQuery UI CSS Framework 1.8.17
+ *
+ * Copyright 2011, AUTHORS.txt (http://jqueryui.com/about)
+ * Dual licensed under the MIT or GPL Version 2 licenses.
+ * http://jquery.org/license
+ *
+ * http://docs.jquery.com/UI/Theming/API
+ *
+ * To view and modify this theme, visit http://jqueryui.com/themeroller/
+ */
+
+
+/* Component containers
+----------------------------------*/
+.ui-widget { font-family: Verdana,Arial,sans-serif/*{ffDefault}*/; font-size: 1.1em/*{fsDefault}*/; }
+.ui-widget .ui-widget { font-size: 1em; }
+.ui-widget input, .ui-widget select, .ui-widget textarea, .ui-widget button { font-family: Verdana,Arial,sans-serif/*{ffDefault}*/; font-size: 1em; }
+.ui-widget-content { border: 1px solid #aaaaaa/*{borderColorContent}*/; background: #ffffff/*{bgColorContent}*/ url(images/ui-bg_flat_75_ffffff_40x100.png)/*{bgImgUrlContent}*/ 50%/*{bgContentXPos}*/ 50%/*{bgContentYPos}*/ repeat-x/*{bgContentRepeat}*/; color: #222222/*{fcContent}*/; }
+.ui-widget-content a { color: #222222/*{fcContent}*/; }
+.ui-widget-header { border: 1px solid #aaaaaa/*{borderColorHeader}*/; background: #cccccc/*{bgColorHeader}*/ url(images/ui-bg_highlight-soft_75_cccccc_1x100.png)/*{bgImgUrlHeader}*/ 50%/*{bgHeaderXPos}*/ 50%/*{bgHeaderYPos}*/ repeat-x/*{bgHeaderRepeat}*/; color: #222222/*{fcHeader}*/; font-weight: bold; }
+.ui-widget-header a { color: #222222/*{fcHeader}*/; }
+
+/* Interaction states
+----------------------------------*/
+.ui-state-default, .ui-widget-content .ui-state-default, .ui-widget-header .ui-state-default { border: 1px solid #d3d3d3/*{borderColorDefault}*/; background: #e6e6e6/*{bgColorDefault}*/ url(images/ui-bg_glass_75_e6e6e6_1x400.png)/*{bgImgUrlDefault}*/ 50%/*{bgDefaultXPos}*/ 50%/*{bgDefaultYPos}*/ repeat-x/*{bgDefaultRepeat}*/; font-weight: normal/*{fwDefault}*/; color: #555555/*{fcDefault}*/; }
+.ui-state-default a, .ui-state-default a:link, .ui-state-default a:visited { color: #555555/*{fcDefault}*/; text-decoration: none; }
+.ui-state-hover, .ui-widget-content .ui-state-hover, .ui-widget-header .ui-state-hover, .ui-state-focus, .ui-widget-content .ui-state-focus, .ui-widget-header .ui-state-focus { border: 1px solid #999999/*{borderColorHover}*/; background: #dadada/*{bgColorHover}*/ url(images/ui-bg_glass_75_dadada_1x400.png)/*{bgImgUrlHover}*/ 50%/*{bgHoverXPos}*/ 50%/*{bgHoverYPos}*/ repeat-x/*{bgHoverRepeat}*/; font-weight: normal/*{fwDefault}*/; color: #212121/*{fcHover}*/; }
+.ui-state-hover a, .ui-state-hover a:hover { color: #212121/*{fcHover}*/; text-decoration: none; }
+.ui-state-active, .ui-widget-content .ui-state-active, .ui-widget-header .ui-state-active { border: 1px solid #aaaaaa/*{borderColorActive}*/; background: #ffffff/*{bgColorActive}*/ url(images/ui-bg_glass_65_ffffff_1x400.png)/*{bgImgUrlActive}*/ 50%/*{bgActiveXPos}*/ 50%/*{bgActiveYPos}*/ repeat-x/*{bgActiveRepeat}*/; font-weight: normal/*{fwDefault}*/; color: #212121/*{fcActive}*/; }
+.ui-state-active a, .ui-state-active a:link, .ui-state-active a:visited { color: #212121/*{fcActive}*/; text-decoration: none; }
+.ui-widget :active { outline: none; }
+
+/* Interaction Cues
+----------------------------------*/
+.ui-state-highlight, .ui-widget-content .ui-state-highlight, .ui-widget-header .ui-state-highlight  {border: 1px solid #fcefa1/*{borderColorHighlight}*/; background: #fbf9ee/*{bgColorHighlight}*/ url(images/ui-bg_glass_55_fbf9ee_1x400.png)/*{bgImgUrlHighlight}*/ 50%/*{bgHighlightXPos}*/ 50%/*{bgHighlightYPos}*/ repeat-x/*{bgHighlightRepeat}*/; color: #363636/*{fcHighlight}*/; }
+.ui-state-highlight a, .ui-widget-content .ui-state-highlight a,.ui-widget-header .ui-state-highlight a { color: #363636/*{fcHighlight}*/; }
+.ui-state-error, .ui-widget-content .ui-state-error, .ui-widget-header .ui-state-error {border: 1px solid #cd0a0a/*{borderColorError}*/; background: #fef1ec/*{bgColorError}*/ url(images/ui-bg_glass_95_fef1ec_1x400.png)/*{bgImgUrlError}*/ 50%/*{bgErrorXPos}*/ 50%/*{bgErrorYPos}*/ repeat-x/*{bgErrorRepeat}*/; color: #cd0a0a/*{fcError}*/; }
+.ui-state-error a, .ui-widget-content .ui-state-error a, .ui-widget-header .ui-state-error a { color: #cd0a0a/*{fcError}*/; }
+.ui-state-error-text, .ui-widget-content .ui-state-error-text, .ui-widget-header .ui-state-error-text { color: #cd0a0a/*{fcError}*/; }
+.ui-priority-primary, .ui-widget-content .ui-priority-primary, .ui-widget-header .ui-priority-primary { font-weight: bold; }
+.ui-priority-secondary, .ui-widget-content .ui-priority-secondary,  .ui-widget-header .ui-priority-secondary { opacity: .7; filter:Alpha(Opacity=70); font-weight: normal; }
+.ui-state-disabled, .ui-widget-content .ui-state-disabled, .ui-widget-header .ui-state-disabled { opacity: .35; filter:Alpha(Opacity=35); background-image: none; }
+
+/* Icons
+----------------------------------*/
+
+/* states and images */
+.ui-icon { width: 16px; height: 16px; background-image: url(images/ui-icons_222222_256x240.png)/*{iconsContent}*/; }
+.ui-widget-content .ui-icon {background-image: url(images/ui-icons_222222_256x240.png)/*{iconsContent}*/; }
+.ui-widget-header .ui-icon {background-image: url(images/ui-icons_222222_256x240.png)/*{iconsHeader}*/; }
+.ui-state-default .ui-icon { background-image: url(images/ui-icons_888888_256x240.png)/*{iconsDefault}*/; }
+.ui-state-hover .ui-icon, .ui-state-focus .ui-icon {background-image: url(images/ui-icons_454545_256x240.png)/*{iconsHover}*/; }
+.ui-state-active .ui-icon {background-image: url(images/ui-icons_454545_256x240.png)/*{iconsActive}*/; }
+.ui-state-highlight .ui-icon {background-image: url(images/ui-icons_2e83ff_256x240.png)/*{iconsHighlight}*/; }
+.ui-state-error .ui-icon, .ui-state-error-text .ui-icon {background-image: url(images/ui-icons_cd0a0a_256x240.png)/*{iconsError}*/; }
+
+/* positioning */
+.ui-icon-carat-1-n { background-position: 0 0; }
+.ui-icon-carat-1-ne { background-position: -16px 0; }
+.ui-icon-carat-1-e { background-position: -32px 0; }
+.ui-icon-carat-1-se { background-position: -48px 0; }
+.ui-icon-carat-1-s { background-position: -64px 0; }
+.ui-icon-carat-1-sw { background-position: -80px 0; }
+.ui-icon-carat-1-w { background-position: -96px 0; }
+.ui-icon-carat-1-nw { background-position: -112px 0; }
+.ui-icon-carat-2-n-s { background-position: -128px 0; }
+.ui-icon-carat-2-e-w { background-position: -144px 0; }
+.ui-icon-triangle-1-n { background-position: 0 -16px; }
+.ui-icon-triangle-1-ne { background-position: -16px -16px; }
+.ui-icon-triangle-1-e { background-position: -32px -16px; }
+.ui-icon-triangle-1-se { background-position: -48px -16px; }
+.ui-icon-triangle-1-s { background-position: -64px -16px; }
+.ui-icon-triangle-1-sw { background-position: -80px -16px; }
+.ui-icon-triangle-1-w { background-position: -96px -16px; }
+.ui-icon-triangle-1-nw { background-position: -112px -16px; }
+.ui-icon-triangle-2-n-s { background-position: -128px -16px; }
+.ui-icon-triangle-2-e-w { background-position: -144px -16px; }
+.ui-icon-arrow-1-n { background-position: 0 -32px; }
+.ui-icon-arrow-1-ne { background-position: -16px -32px; }
+.ui-icon-arrow-1-e { background-position: -32px -32px; }
+.ui-icon-arrow-1-se { background-position: -48px -32px; }
+.ui-icon-arrow-1-s { background-position: -64px -32px; }
+.ui-icon-arrow-1-sw { background-position: -80px -32px; }
+.ui-icon-arrow-1-w { background-position: -96px -32px; }
+.ui-icon-arrow-1-nw { background-position: -112px -32px; }
+.ui-icon-arrow-2-n-s { background-position: -128px -32px; }
+.ui-icon-arrow-2-ne-sw { background-position: -144px -32px; }
+.ui-icon-arrow-2-e-w { background-position: -160px -32px; }
+.ui-icon-arrow-2-se-nw { background-position: -176px -32px; }
+.ui-icon-arrowstop-1-n { background-position: -192px -32px; }
+.ui-icon-arrowstop-1-e { background-position: -208px -32px; }
+.ui-icon-arrowstop-1-s { background-position: -224px -32px; }
+.ui-icon-arrowstop-1-w { background-position: -240px -32px; }
+.ui-icon-arrowthick-1-n { background-position: 0 -48px; }
+.ui-icon-arrowthick-1-ne { background-position: -16px -48px; }
+.ui-icon-arrowthick-1-e { background-position: -32px -48px; }
+.ui-icon-arrowthick-1-se { background-position: -48px -48px; }
+.ui-icon-arrowthick-1-s { background-position: -64px -48px; }
+.ui-icon-arrowthick-1-sw { background-position: -80px -48px; }
+.ui-icon-arrowthick-1-w { background-position: -96px -48px; }
+.ui-icon-arrowthick-1-nw { background-position: -112px -48px; }
+.ui-icon-arrowthick-2-n-s { background-position: -128px -48px; }
+.ui-icon-arrowthick-2-ne-sw { background-position: -144px -48px; }
+.ui-icon-arrowthick-2-e-w { background-position: -160px -48px; }
+.ui-icon-arrowthick-2-se-nw { background-position: -176px -48px; }
+.ui-icon-arrowthickstop-1-n { background-position: -192px -48px; }
+.ui-icon-arrowthickstop-1-e { background-position: -208px -48px; }
+.ui-icon-arrowthickstop-1-s { background-position: -224px -48px; }
+.ui-icon-arrowthickstop-1-w { background-position: -240px -48px; }
+.ui-icon-arrowreturnthick-1-w { background-position: 0 -64px; }
+.ui-icon-arrowreturnthick-1-n { background-position: -16px -64px; }
+.ui-icon-arrowreturnthick-1-e { background-position: -32px -64px; }
+.ui-icon-arrowreturnthick-1-s { background-position: -48px -64px; }
+.ui-icon-arrowreturn-1-w { background-position: -64px -64px; }
+.ui-icon-arrowreturn-1-n { background-position: -80px -64px; }
+.ui-icon-arrowreturn-1-e { background-position: -96px -64px; }
+.ui-icon-arrowreturn-1-s { background-position: -112px -64px; }
+.ui-icon-arrowrefresh-1-w { background-position: -128px -64px; }
+.ui-icon-arrowrefresh-1-n { background-position: -144px -64px; }
+.ui-icon-arrowrefresh-1-e { background-position: -160px -64px; }
+.ui-icon-arrowrefresh-1-s { background-position: -176px -64px; }
+.ui-icon-arrow-4 { background-position: 0 -80px; }
+.ui-icon-arrow-4-diag { background-position: -16px -80px; }
+.ui-icon-extlink { background-position: -32px -80px; }
+.ui-icon-newwin { background-position: -48px -80px; }
+.ui-icon-refresh { background-position: -64px -80px; }
+.ui-icon-shuffle { background-position: -80px -80px; }
+.ui-icon-transfer-e-w { background-position: -96px -80px; }
+.ui-icon-transferthick-e-w { background-position: -112px -80px; }
+.ui-icon-folder-collapsed { background-position: 0 -96px; }
+.ui-icon-folder-open { background-position: -16px -96px; }
+.ui-icon-document { background-position: -32px -96px; }
+.ui-icon-document-b { background-position: -48px -96px; }
+.ui-icon-note { background-position: -64px -96px; }
+.ui-icon-mail-closed { background-position: -80px -96px; }
+.ui-icon-mail-open { background-position: -96px -96px; }
+.ui-icon-suitcase { background-position: -112px -96px; }
+.ui-icon-comment { background-position: -128px -96px; }
+.ui-icon-person { background-position: -144px -96px; }
+.ui-icon-print { background-position: -160px -96px; }
+.ui-icon-trash { background-position: -176px -96px; }
+.ui-icon-locked { background-position: -192px -96px; }
+.ui-icon-unlocked { background-position: -208px -96px; }
+.ui-icon-bookmark { background-position: -224px -96px; }
+.ui-icon-tag { background-position: -240px -96px; }
+.ui-icon-home { background-position: 0 -112px; }
+.ui-icon-flag { background-position: -16px -112px; }
+.ui-icon-calendar { background-position: -32px -112px; }
+.ui-icon-cart { background-position: -48px -112px; }
+.ui-icon-pencil { background-position: -64px -112px; }
+.ui-icon-clock { background-position: -80px -112px; }
+.ui-icon-disk { background-position: -96px -112px; }
+.ui-icon-calculator { background-position: -112px -112px; }
+.ui-icon-zoomin { background-position: -128px -112px; }
+.ui-icon-zoomout { background-position: -144px -112px; }
+.ui-icon-search { background-position: -160px -112px; }
+.ui-icon-wrench { background-position: -176px -112px; }
+.ui-icon-gear { background-position: -192px -112px; }
+.ui-icon-heart { background-position: -208px -112px; }
+.ui-icon-star { background-position: -224px -112px; }
+.ui-icon-link { background-position: -240px -112px; }
+.ui-icon-cancel { background-position: 0 -128px; }
+.ui-icon-plus { background-position: -16px -128px; }
+.ui-icon-plusthick { background-position: -32px -128px; }
+.ui-icon-minus { background-position: -48px -128px; }
+.ui-icon-minusthick { background-position: -64px -128px; }
+.ui-icon-close { background-position: -80px -128px; }
+.ui-icon-closethick { background-position: -96px -128px; }
+.ui-icon-key { background-position: -112px -128px; }
+.ui-icon-lightbulb { background-position: -128px -128px; }
+.ui-icon-scissors { background-position: -144px -128px; }
+.ui-icon-clipboard { background-position: -160px -128px; }
+.ui-icon-copy { background-position: -176px -128px; }
+.ui-icon-contact { background-position: -192px -128px; }
+.ui-icon-image { background-position: -208px -128px; }
+.ui-icon-video { background-position: -224px -128px; }
+.ui-icon-script { background-position: -240px -128px; }
+.ui-icon-alert { background-position: 0 -144px; }
+.ui-icon-info { background-position: -16px -144px; }
+.ui-icon-notice { background-position: -32px -144px; }
+.ui-icon-help { background-position: -48px -144px; }
+.ui-icon-check { background-position: -64px -144px; }
+.ui-icon-bullet { background-position: -80px -144px; }
+.ui-icon-radio-off { background-position: -96px -144px; }
+.ui-icon-radio-on { background-position: -112px -144px; }
+.ui-icon-pin-w { background-position: -128px -144px; }
+.ui-icon-pin-s { background-position: -144px -144px; }
+.ui-icon-play { background-position: 0 -160px; }
+.ui-icon-pause { background-position: -16px -160px; }
+.ui-icon-seek-next { background-position: -32px -160px; }
+.ui-icon-seek-prev { background-position: -48px -160px; }
+.ui-icon-seek-end { background-position: -64px -160px; }
+.ui-icon-seek-start { background-position: -80px -160px; }
+/* ui-icon-seek-first is deprecated, use ui-icon-seek-start instead */
+.ui-icon-seek-first { background-position: -80px -160px; }
+.ui-icon-stop { background-position: -96px -160px; }
+.ui-icon-eject { background-position: -112px -160px; }
+.ui-icon-volume-off { background-position: -128px -160px; }
+.ui-icon-volume-on { background-position: -144px -160px; }
+.ui-icon-power { background-position: 0 -176px; }
+.ui-icon-signal-diag { background-position: -16px -176px; }
+.ui-icon-signal { background-position: -32px -176px; }
+.ui-icon-battery-0 { background-position: -48px -176px; }
+.ui-icon-battery-1 { background-position: -64px -176px; }
+.ui-icon-battery-2 { background-position: -80px -176px; }
+.ui-icon-battery-3 { background-position: -96px -176px; }
+.ui-icon-circle-plus { background-position: 0 -192px; }
+.ui-icon-circle-minus { background-position: -16px -192px; }
+.ui-icon-circle-close { background-position: -32px -192px; }
+.ui-icon-circle-triangle-e { background-position: -48px -192px; }
+.ui-icon-circle-triangle-s { background-position: -64px -192px; }
+.ui-icon-circle-triangle-w { background-position: -80px -192px; }
+.ui-icon-circle-triangle-n { background-position: -96px -192px; }
+.ui-icon-circle-arrow-e { background-position: -112px -192px; }
+.ui-icon-circle-arrow-s { background-position: -128px -192px; }
+.ui-icon-circle-arrow-w { background-position: -144px -192px; }
+.ui-icon-circle-arrow-n { background-position: -160px -192px; }
+.ui-icon-circle-zoomin { background-position: -176px -192px; }
+.ui-icon-circle-zoomout { background-position: -192px -192px; }
+.ui-icon-circle-check { background-position: -208px -192px; }
+.ui-icon-circlesmall-plus { background-position: 0 -208px; }
+.ui-icon-circlesmall-minus { background-position: -16px -208px; }
+.ui-icon-circlesmall-close { background-position: -32px -208px; }
+.ui-icon-squaresmall-plus { background-position: -48px -208px; }
+.ui-icon-squaresmall-minus { background-position: -64px -208px; }
+.ui-icon-squaresmall-close { background-position: -80px -208px; }
+.ui-icon-grip-dotted-vertical { background-position: 0 -224px; }
+.ui-icon-grip-dotted-horizontal { background-position: -16px -224px; }
+.ui-icon-grip-solid-vertical { background-position: -32px -224px; }
+.ui-icon-grip-solid-horizontal { background-position: -48px -224px; }
+.ui-icon-gripsmall-diagonal-se { background-position: -64px -224px; }
+.ui-icon-grip-diagonal-se { background-position: -80px -224px; }
+
+
+/* Misc visuals
+----------------------------------*/
+
+/* Corner radius */
+.ui-corner-all, .ui-corner-top, .ui-corner-left, .ui-corner-tl { -moz-border-radius-topleft: 4px/*{cornerRadius}*/; -webkit-border-top-left-radius: 4px/*{cornerRadius}*/; -khtml-border-top-left-radius: 4px/*{cornerRadius}*/; border-top-left-radius: 4px/*{cornerRadius}*/; }
+.ui-corner-all, .ui-corner-top, .ui-corner-right, .ui-corner-tr { -moz-border-radius-topright: 4px/*{cornerRadius}*/; -webkit-border-top-right-radius: 4px/*{cornerRadius}*/; -khtml-border-top-right-radius: 4px/*{cornerRadius}*/; border-top-right-radius: 4px/*{cornerRadius}*/; }
+.ui-corner-all, .ui-corner-bottom, .ui-corner-left, .ui-corner-bl { -moz-border-radius-bottomleft: 4px/*{cornerRadius}*/; -webkit-border-bottom-left-radius: 4px/*{cornerRadius}*/; -khtml-border-bottom-left-radius: 4px/*{cornerRadius}*/; border-bottom-left-radius: 4px/*{cornerRadius}*/; }
+.ui-corner-all, .ui-corner-bottom, .ui-corner-right, .ui-corner-br { -moz-border-radius-bottomright: 4px/*{cornerRadius}*/; -webkit-border-bottom-right-radius: 4px/*{cornerRadius}*/; -khtml-border-bottom-right-radius: 4px/*{cornerRadius}*/; border-bottom-right-radius: 4px/*{cornerRadius}*/; }
+
+/* Overlays */
+.ui-widget-overlay { background: #aaaaaa/*{bgColorOverlay}*/ url(images/ui-bg_flat_0_aaaaaa_40x100.png)/*{bgImgUrlOverlay}*/ 50%/*{bgOverlayXPos}*/ 50%/*{bgOverlayYPos}*/ repeat-x/*{bgOverlayRepeat}*/; opacity: .3;filter:Alpha(Opacity=30)/*{opacityOverlay}*/; }
+.ui-widget-shadow { margin: -8px/*{offsetTopShadow}*/ 0 0 -8px/*{offsetLeftShadow}*/; padding: 8px/*{thicknessShadow}*/; background: #aaaaaa/*{bgColorShadow}*/ url(images/ui-bg_flat_0_aaaaaa_40x100.png)/*{bgImgUrlShadow}*/ 50%/*{bgShadowXPos}*/ 50%/*{bgShadowYPos}*/ repeat-x/*{bgShadowRepeat}*/; opacity: .3;filter:Alpha(Opacity=30)/*{opacityShadow}*/; -moz-border-radius: 8px/*{cornerRadiusShadow}*/; -khtml-border-radius: 8px/*{cornerRadiusShadow}*/; -webkit-border-radius: 8px/*{cornerRadiusShadow}*/; border-radius: 8px/*{cornerRadiusShadow}*/; }
\ No newline at end of file
diff --git a/hyracks/hyracks-control/hyracks-control-common/pom.xml b/hyracks/hyracks-control/hyracks-control-common/pom.xml
new file mode 100644
index 0000000..a6b25dc
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/pom.xml
@@ -0,0 +1,48 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-control-common</artifactId>
+  <name>hyracks-control-common</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-control</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>commons-io</groupId>
+  		<artifactId>commons-io</artifactId>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationContext.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationContext.java
new file mode 100644
index 0000000..c4e9ea2
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationContext.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.application;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.application.IApplicationContext;
+import org.apache.hyracks.api.job.IJobSerializerDeserializerContainer;
+import org.apache.hyracks.api.job.JobSerializerDeserializerContainer;
+import org.apache.hyracks.api.messages.IMessageBroker;
+import org.apache.hyracks.control.common.context.ServerContext;
+
+public abstract class ApplicationContext implements IApplicationContext {
+    protected ServerContext serverCtx;
+    protected Serializable distributedState;
+    protected IMessageBroker messageBroker;
+    protected IJobSerializerDeserializerContainer jobSerDeContainer = new JobSerializerDeserializerContainer();
+    protected ThreadFactory threadFactory = new ThreadFactory() {
+        public Thread newThread(Runnable r) {
+            Thread t = new Thread(r);
+            t.setDaemon(true);
+            return t;
+        }
+    };
+
+    public ApplicationContext(ServerContext serverCtx) throws IOException {
+        this.serverCtx = serverCtx;
+    }
+
+    @Override
+    public Serializable getDistributedState() {
+        return distributedState;
+    }
+
+    @Override
+    public void setMessageBroker(IMessageBroker messageBroker) {
+        this.messageBroker = messageBroker;
+    }
+
+    @Override
+    public IMessageBroker getMessageBroker() {
+        return this.messageBroker;
+    }
+
+    @Override
+    public IJobSerializerDeserializerContainer getJobSerializerDeserializerContainer() {
+        return this.jobSerDeContainer;
+    }
+
+    @Override
+    public ThreadFactory getThreadFactory() {
+        return threadFactory;
+    }
+
+    @Override
+    public void setThreadFactory(ThreadFactory threadFactory) {
+        this.threadFactory = threadFactory;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationStatus.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationStatus.java
new file mode 100644
index 0000000..659a324
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/application/ApplicationStatus.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.application;
+
+public enum ApplicationStatus {
+    CREATED,
+    IN_INITIALIZATION,
+    INITIALIZED,
+    IN_DEINITIALIZATION,
+    DEINITIALIZED
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/IClusterController.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/IClusterController.java
new file mode 100644
index 0000000..ec1613d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/IClusterController.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.base;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+
+public interface IClusterController {
+    public void registerNode(NodeRegistration reg) throws Exception;
+
+    public void unregisterNode(String nodeId) throws Exception;
+
+    public void notifyTaskComplete(JobId jobId, TaskAttemptId taskId, String nodeId, TaskProfile statistics)
+            throws Exception;
+
+    public void notifyTaskFailure(JobId jobId, TaskAttemptId taskId, String nodeId, List<Exception> exceptions)
+            throws Exception;
+
+    public void notifyJobletCleanup(JobId jobId, String nodeId) throws Exception;
+
+    public void notifyDeployBinary(DeploymentId deploymentId, String nodeId, DeploymentStatus status) throws Exception;
+
+    public void notifyStateDump(String nodeId, String stateDumpId, String state) throws Exception;
+
+    public void notifyShutdown(String nodeId) throws Exception;
+
+    public void nodeHeartbeat(String id, HeartbeatData hbData) throws Exception;
+
+    public void reportProfile(String id, List<JobProfile> profiles) throws Exception;
+
+    public void registerPartitionProvider(PartitionDescriptor partitionDescriptor) throws Exception;
+
+    public void registerPartitionRequest(PartitionRequest partitionRequest) throws Exception;
+
+    public void sendApplicationMessageToCC(byte[] data, DeploymentId deploymentId, String nodeId) throws Exception;
+
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult,
+            boolean emptyResult, int partition, int nPartitions, NetworkAddress networkAddress) throws Exception;
+
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws Exception;
+
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws Exception;
+
+    public void getNodeControllerInfos() throws Exception;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java
new file mode 100644
index 0000000..7fe2f58
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/base/INodeController.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.base;
+
+import java.net.URL;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.TaskAttemptDescriptor;
+
+public interface INodeController {
+    public void startTasks(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
+            List<TaskAttemptDescriptor> taskDescriptors, Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies,
+            EnumSet<JobFlag> flags) throws Exception;
+
+    public void abortTasks(JobId jobId, List<TaskAttemptId> tasks) throws Exception;
+
+    public void cleanUpJoblet(JobId jobId, JobStatus status) throws Exception;
+
+    public void reportPartitionAvailability(PartitionId pid, NetworkAddress networkAddress) throws Exception;
+
+    public void deployBinary(DeploymentId deploymentId, List<URL> url) throws Exception;
+
+    public void undeployBinary(DeploymentId deploymentId) throws Exception;
+
+    public void dumpState(String stateDumpId) throws Exception;
+
+    public void shutDown() throws Exception;
+
+    public void sendApplicationMessageToNC(byte[] data, DeploymentId deploymentId, String nodeId) throws Exception;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/context/ServerContext.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/context/ServerContext.java
new file mode 100644
index 0000000..d4dc054
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/context/ServerContext.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.context;
+
+import java.io.File;
+
+public class ServerContext {
+    public enum ServerType {
+        CLUSTER_CONTROLLER,
+        NODE_CONTROLLER,
+    }
+
+    private final ServerType type;
+    private final File baseDir;
+
+    public ServerContext(ServerType type, File baseDir) throws Exception {
+        this.type = type;
+        this.baseDir = baseDir;
+    }
+
+    public ServerType getServerType() {
+        return type;
+    }
+
+    public File getBaseDir() {
+        return baseDir;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/CCConfig.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/CCConfig.java
new file mode 100644
index 0000000..4e7c394
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/CCConfig.java
@@ -0,0 +1,120 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.controllers;
+
+import java.io.File;
+import java.util.List;
+
+import org.kohsuke.args4j.Argument;
+import org.kohsuke.args4j.Option;
+import org.kohsuke.args4j.spi.StopOptionHandler;
+
+public class CCConfig {
+    @Option(name = "-client-net-ip-address", usage = "Sets the IP Address to listen for connections from clients", required = true)
+    public String clientNetIpAddress;
+
+    @Option(name = "-client-net-port", usage = "Sets the port to listen for connections from clients (default 1098)")
+    public int clientNetPort = 1098;
+
+    @Option(name = "-cluster-net-ip-address", usage = "Sets the IP Address to listen for connections from", required = true)
+    public String clusterNetIpAddress;
+
+    @Option(name = "-cluster-net-port", usage = "Sets the port to listen for connections from node controllers (default 1099)")
+    public int clusterNetPort = 1099;
+
+    @Option(name = "-http-port", usage = "Sets the http port for the Cluster Controller (default: 16001)")
+    public int httpPort = 16001;
+
+    @Option(name = "-heartbeat-period", usage = "Sets the time duration between two heartbeats from each node controller in milliseconds (default: 10000)")
+    public int heartbeatPeriod = 10000;
+
+    @Option(name = "-max-heartbeat-lapse-periods", usage = "Sets the maximum number of missed heartbeats before a node is marked as dead (default: 5)")
+    public int maxHeartbeatLapsePeriods = 5;
+
+    @Option(name = "-profile-dump-period", usage = "Sets the time duration between two profile dumps from each node controller in milliseconds. 0 to disable. (default: 0)")
+    public int profileDumpPeriod = 0;
+
+    @Option(name = "-default-max-job-attempts", usage = "Sets the default number of job attempts allowed if not specified in the job specification. (default: 5)")
+    public int defaultMaxJobAttempts = 5;
+
+    @Option(name = "-job-history-size", usage = "Limits the number of historical jobs remembered by the system to the specified value. (default: 10)")
+    public int jobHistorySize = 10;
+
+    @Option(name = "-result-time-to-live", usage = "Limits the amount of time results for asynchronous jobs should be retained by the system in milliseconds. (default: 24 hours)")
+    public long resultTTL = 86400000;
+
+    @Option(name = "-result-sweep-threshold", usage = "The duration within which an instance of the result cleanup should be invoked in milliseconds. (default: 1 minute)")
+    public long resultSweepThreshold = 60000;
+
+    @Option(name = "-cc-root", usage = "Sets the root folder used for file operations. (default: ClusterControllerService)")
+    public String ccRoot = "ClusterControllerService";
+
+    @Option(name = "-cluster-topology", required = false, usage = "Sets the XML file that defines the cluster topology. (default: null)")
+    public File clusterTopologyDefinition = null;
+
+    @Option(name = "-app-cc-main-class", required = false, usage = "Application CC Main Class")
+    public String appCCMainClass = null;
+
+    @Argument
+    @Option(name = "--", handler = StopOptionHandler.class)
+    public List<String> appArgs;
+
+    public void toCommandLine(List<String> cList) {
+        cList.add("-client-net-ip-address");
+        cList.add(clientNetIpAddress);
+        cList.add("-client-net-port");
+        cList.add(String.valueOf(clientNetPort));
+        cList.add("-cluster-net-ip-address");
+        cList.add(clusterNetIpAddress);
+        cList.add("-cluster-net-port");
+        cList.add(String.valueOf(clusterNetPort));
+        cList.add("-http-port");
+        cList.add(String.valueOf(httpPort));
+        cList.add("-heartbeat-period");
+        cList.add(String.valueOf(heartbeatPeriod));
+        cList.add("-max-heartbeat-lapse-periods");
+        cList.add(String.valueOf(maxHeartbeatLapsePeriods));
+        cList.add("-profile-dump-period");
+        cList.add(String.valueOf(profileDumpPeriod));
+        cList.add("-default-max-job-attempts");
+        cList.add(String.valueOf(defaultMaxJobAttempts));
+        cList.add("-job-history-size");
+        cList.add(String.valueOf(jobHistorySize));
+        cList.add("-result-time-to-live");
+        cList.add(String.valueOf(resultTTL));
+        cList.add("-result-sweep-threshold");
+        cList.add(String.valueOf(resultSweepThreshold));
+        cList.add("-cc-root");
+        cList.add(ccRoot);
+        if (clusterTopologyDefinition != null) {
+            cList.add("-cluster-topology");
+            cList.add(clusterTopologyDefinition.getAbsolutePath());
+        }
+        if (appCCMainClass != null) {
+            cList.add("-app-cc-main-class");
+            cList.add(appCCMainClass);
+        }
+        if (appArgs != null && !appArgs.isEmpty()) {
+            cList.add("--");
+            for (String appArg : appArgs) {
+                cList.add(appArg);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NCConfig.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NCConfig.java
new file mode 100644
index 0000000..547ffe7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NCConfig.java
@@ -0,0 +1,192 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.controllers;
+
+import java.io.Serializable;
+import java.util.List;
+import java.util.Map;
+
+import org.kohsuke.args4j.Argument;
+import org.kohsuke.args4j.Option;
+import org.kohsuke.args4j.spi.StopOptionHandler;
+
+public class NCConfig implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    @Option(name = "-cc-host", usage = "Cluster Controller host name", required = true)
+    public String ccHost;
+
+    @Option(name = "-cc-port", usage = "Cluster Controller port (default: 1099)", required = false)
+    public int ccPort = 1099;
+
+    @Option(name = "-cluster-net-ip-address", usage = "IP Address to bind cluster listener", required = true)
+    public String clusterNetIPAddress;
+
+    @Option(name = "-cluster-net-port", usage = "IP port to bind cluster listener (default: random port)", required = false)
+    public int clusterNetPort = 0;
+
+    @Option(name = "-cluster-net-public-ip-address", usage = "Public IP Address to announce cluster listener (default: same as -cluster-net-ip-address)", required = false)
+    public String clusterNetPublicIPAddress;
+
+    @Option(name = "-cluster-net-public-port", usage = "Public IP port to announce cluster listener (default: same as -cluster-net-port; must set -cluser-net-public-ip-address also)", required = false)
+    public int clusterNetPublicPort = 0;
+
+    @Option(name = "-node-id", usage = "Logical name of node controller unique within the cluster", required = true)
+    public String nodeId;
+
+    @Option(name = "-data-ip-address", usage = "IP Address to bind data listener", required = true)
+    public String dataIPAddress;
+
+    @Option(name = "-data-port", usage = "IP port to bind data listener (default: random port)", required = false)
+    public int dataPort = 0;
+
+    @Option(name = "-data-public-ip-address", usage = "Public IP Address to announce data listener (default: same as -data-ip-address)", required = false)
+    public String dataPublicIPAddress;
+
+    @Option(name = "-data-public-port", usage = "Public IP port to announce data listener (default: same as -data-port; must set -data-public-ip-address also)", required = false)
+    public int dataPublicPort = 0;
+
+    @Option(name = "-result-ip-address", usage = "IP Address to bind dataset result distribution listener", required = true)
+    public String resultIPAddress;
+
+    @Option(name = "-result-port", usage = "IP port to bind dataset result distribution listener (default: random port)", required = false)
+    public int resultPort = 0;
+
+    @Option(name = "-result-public-ip-address", usage = "Public IP Address to announce dataset result distribution listener (default: same as -result-ip-address)", required = false)
+    public String resultPublicIPAddress;
+
+    @Option(name = "-result-public-port", usage = "Public IP port to announce dataset result distribution listener (default: same as -result-port; must set -result-public-ip-address also)", required = false)
+    public int resultPublicPort = 0;
+
+    @Option(name = "-iodevices", usage = "Comma separated list of IO Device mount points (default: One device in default temp folder)", required = false)
+    public String ioDevices = System.getProperty("java.io.tmpdir");
+
+    @Option(name = "-net-thread-count", usage = "Number of threads to use for Network I/O (default: 1)")
+    public int nNetThreads = 1;
+
+    @Option(name = "-net-buffer-count", usage = "Number of network buffers per input/output channel (default:1)", required = false)
+    public int nNetBuffers = 1;
+
+    @Option(name = "-max-memory", usage = "Maximum memory usable at this Node Controller in bytes (default: -1 auto)")
+    public int maxMemory = -1;
+
+    @Option(name = "-result-time-to-live", usage = "Limits the amount of time results for asynchronous jobs should be retained by the system in milliseconds. (default: 24 hours)")
+    public long resultTTL = 86400000;
+
+    @Option(name = "-result-sweep-threshold", usage = "The duration within which an instance of the result cleanup should be invoked in milliseconds. (default: 1 minute)")
+    public long resultSweepThreshold = 60000;
+
+    @Option(name = "-result-manager-memory", usage = "Memory usable for result caching at this Node Controller in bytes (default: -1 auto)")
+    public int resultManagerMemory = -1;
+
+    @Option(name = "-app-nc-main-class", usage = "Application NC Main Class")
+    public String appNCMainClass;
+
+    @Argument
+    @Option(name = "--", handler = StopOptionHandler.class)
+    public List<String> appArgs;
+
+    public void toCommandLine(List<String> cList) {
+        cList.add("-cc-host");
+        cList.add(ccHost);
+        cList.add("-cc-port");
+        cList.add(String.valueOf(ccPort));
+        cList.add("-cluster-net-ip-address");
+        cList.add(clusterNetIPAddress);
+        cList.add("-cluster-net-port");
+        cList.add(String.valueOf(clusterNetPort));
+        cList.add("-cluster-net-public-ip-address");
+        cList.add(clusterNetPublicIPAddress);
+        cList.add("-cluster-net-public-port");
+        cList.add(String.valueOf(clusterNetPublicPort));
+        cList.add("-node-id");
+        cList.add(nodeId);
+        cList.add("-data-ip-address");
+        cList.add(dataIPAddress);
+        cList.add("-data-port");
+        cList.add(String.valueOf(dataPort));
+        cList.add("-data-public-ip-address");
+        cList.add(dataPublicIPAddress);
+        cList.add("-data-public-port");
+        cList.add(String.valueOf(dataPublicPort));
+        cList.add("-result-ip-address");
+        cList.add(resultIPAddress);
+        cList.add("-result-port");
+        cList.add(String.valueOf(resultPort));
+        cList.add("-result-public-ip-address");
+        cList.add(resultPublicIPAddress);
+        cList.add("-result-public-port");
+        cList.add(String.valueOf(resultPublicPort));
+        cList.add("-iodevices");
+        cList.add(ioDevices);
+        cList.add("-net-thread-count");
+        cList.add(String.valueOf(nNetThreads));
+        cList.add("-net-buffer-count");
+        cList.add(String.valueOf(nNetBuffers));
+        cList.add("-max-memory");
+        cList.add(String.valueOf(maxMemory));
+        cList.add("-result-time-to-live");
+        cList.add(String.valueOf(resultTTL));
+        cList.add("-result-sweep-threshold");
+        cList.add(String.valueOf(resultSweepThreshold));
+        cList.add("-result-manager-memory");
+        cList.add(String.valueOf(resultManagerMemory));
+
+        if (appNCMainClass != null) {
+            cList.add("-app-nc-main-class");
+            cList.add(appNCMainClass);
+        }
+        if (appArgs != null && !appArgs.isEmpty()) {
+            cList.add("--");
+            for (String appArg : appArgs) {
+                cList.add(appArg);
+            }
+        }
+    }
+
+    public void toMap(Map<String, String> configuration) {
+        configuration.put("cc-host", ccHost);
+        configuration.put("cc-port", (String.valueOf(ccPort)));
+        configuration.put("cluster-net-ip-address", clusterNetIPAddress);
+        configuration.put("cluster-net-port", String.valueOf(clusterNetPort));
+        configuration.put("cluster-net-public-ip-address", clusterNetPublicIPAddress);
+        configuration.put("cluster-net-public-port", String.valueOf(clusterNetPublicPort));
+        configuration.put("node-id", nodeId);
+        configuration.put("data-ip-address", dataIPAddress);
+        configuration.put("data-port", String.valueOf(dataPort));
+        configuration.put("data-public-ip-address", dataPublicIPAddress);
+        configuration.put("data-public-port", String.valueOf(dataPublicPort));
+        configuration.put("result-ip-address", resultIPAddress);
+        configuration.put("result-port", String.valueOf(resultPort));
+        configuration.put("result-public-ip-address", resultPublicIPAddress);
+        configuration.put("result-public-port", String.valueOf(resultPublicPort));
+        configuration.put("iodevices", ioDevices);
+        configuration.put("net-thread-count", String.valueOf(nNetThreads));
+        configuration.put("net-buffer-count", String.valueOf(nNetBuffers));
+        configuration.put("max-memory", String.valueOf(maxMemory));
+        configuration.put("result-time-to-live", String.valueOf(resultTTL));
+        configuration.put("result-sweep-threshold", String.valueOf(resultSweepThreshold));
+        configuration.put("result-manager-memory", String.valueOf(resultManagerMemory));
+
+        if (appNCMainClass != null) {
+            configuration.put("app-nc-main-class", appNCMainClass);
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeParameters.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeParameters.java
new file mode 100644
index 0000000..2264a3f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeParameters.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.controllers;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.client.ClusterControllerInfo;
+
+public class NodeParameters implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private ClusterControllerInfo ccInfo;
+
+    private Serializable distributedState;
+
+    private int heartbeatPeriod;
+
+    private int profileDumpPeriod;
+
+    public ClusterControllerInfo getClusterControllerInfo() {
+        return ccInfo;
+    }
+
+    public void setClusterControllerInfo(ClusterControllerInfo ccInfo) {
+        this.ccInfo = ccInfo;
+    }
+
+    public Serializable getDistributedState() {
+        return distributedState;
+    }
+
+    public void setDistributedState(Serializable distributedState) {
+        this.distributedState = distributedState;
+    }
+
+    public int getHeartbeatPeriod() {
+        return heartbeatPeriod;
+    }
+
+    public void setHeartbeatPeriod(int heartbeatPeriod) {
+        this.heartbeatPeriod = heartbeatPeriod;
+    }
+
+    public int getProfileDumpPeriod() {
+        return profileDumpPeriod;
+    }
+
+    public void setProfileDumpPeriod(int profileDumpPeriod) {
+        this.profileDumpPeriod = profileDumpPeriod;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeRegistration.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeRegistration.java
new file mode 100644
index 0000000..5a23455
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/controllers/NodeRegistration.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.controllers;
+
+import java.io.Serializable;
+import java.net.InetSocketAddress;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatSchema;
+
+public final class NodeRegistration implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final InetSocketAddress ncAddress;
+
+    private final String nodeId;
+
+    private final NCConfig ncConfig;
+
+    private final NetworkAddress dataPort;
+
+    private final NetworkAddress datasetPort;
+
+    private final String osName;
+
+    private final String arch;
+
+    private final String osVersion;
+
+    private final int nProcessors;
+
+    private final String vmName;
+
+    private final String vmVersion;
+
+    private final String vmVendor;
+
+    private final String classpath;
+
+    private final String libraryPath;
+
+    private final String bootClasspath;
+
+    private final List<String> inputArguments;
+
+    private final Map<String, String> systemProperties;
+
+    private final HeartbeatSchema hbSchema;
+
+    public NodeRegistration(InetSocketAddress ncAddress, String nodeId, NCConfig ncConfig, NetworkAddress dataPort,
+            NetworkAddress datasetPort, String osName, String arch, String osVersion, int nProcessors, String vmName,
+            String vmVersion, String vmVendor, String classpath, String libraryPath, String bootClasspath,
+            List<String> inputArguments, Map<String, String> systemProperties, HeartbeatSchema hbSchema) {
+        this.ncAddress = ncAddress;
+        this.nodeId = nodeId;
+        this.ncConfig = ncConfig;
+        this.dataPort = dataPort;
+        this.datasetPort = datasetPort;
+        this.osName = osName;
+        this.arch = arch;
+        this.osVersion = osVersion;
+        this.nProcessors = nProcessors;
+        this.vmName = vmName;
+        this.vmVersion = vmVersion;
+        this.vmVendor = vmVendor;
+        this.classpath = classpath;
+        this.libraryPath = libraryPath;
+        this.bootClasspath = bootClasspath;
+        this.inputArguments = inputArguments;
+        this.systemProperties = systemProperties;
+        this.hbSchema = hbSchema;
+    }
+
+    public InetSocketAddress getNodeControllerAddress() {
+        return ncAddress;
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public NCConfig getNCConfig() {
+        return ncConfig;
+    }
+
+    public NetworkAddress getDataPort() {
+        return dataPort;
+    }
+
+    public NetworkAddress getDatasetPort() {
+        return datasetPort;
+    }
+
+    public String getOSName() {
+        return osName;
+    }
+
+    public String getArch() {
+        return arch;
+    }
+
+    public String getOSVersion() {
+        return osVersion;
+    }
+
+    public int getNProcessors() {
+        return nProcessors;
+    }
+
+    public HeartbeatSchema getHeartbeatSchema() {
+        return hbSchema;
+    }
+
+    public String getVmName() {
+        return vmName;
+    }
+
+    public String getVmVersion() {
+        return vmVersion;
+    }
+
+    public String getVmVendor() {
+        return vmVendor;
+    }
+
+    public String getClasspath() {
+        return classpath;
+    }
+
+    public String getLibraryPath() {
+        return libraryPath;
+    }
+
+    public String getBootClasspath() {
+        return bootClasspath;
+    }
+
+    public List<String> getInputArguments() {
+        return inputArguments;
+    }
+
+    public Map<String, String> getSystemProperties() {
+        return systemProperties;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/dataset/ResultStateSweeper.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/dataset/ResultStateSweeper.java
new file mode 100644
index 0000000..ba71b0c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/dataset/ResultStateSweeper.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.dataset;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataset.IDatasetManager;
+import org.apache.hyracks.api.job.JobId;
+
+/**
+ * Sweeper to clean up the stale result distribution files and result states.
+ */
+public class ResultStateSweeper implements Runnable {
+    private static final Logger LOGGER = Logger.getLogger(ResultStateSweeper.class.getName());
+
+    private final IDatasetManager datasetManager;
+
+    private final long resultTTL;
+
+    private final long resultSweepThreshold;
+
+    private final List<JobId> toBeCollected;
+
+    public ResultStateSweeper(IDatasetManager datasetManager, long resultTTL, long resultSweepThreshold) {
+        this.datasetManager = datasetManager;
+        this.resultTTL = resultTTL;
+        this.resultSweepThreshold = resultSweepThreshold;
+        toBeCollected = new ArrayList<JobId>();
+    }
+
+    @Override
+    public void run() {
+        while (true) {
+            try {
+                Thread.sleep(resultSweepThreshold);
+                sweep();
+            } catch (InterruptedException e) {
+                LOGGER.severe("Result cleaner thread interrupted, but we continue running it.");
+                // There isn't much we can do really here
+                break; // the interrupt was explicit from another thread. This thread should shut down...
+            }
+        }
+
+    }
+
+    private void sweep() {
+        synchronized (datasetManager) {
+            toBeCollected.clear();
+            for (JobId jobId : datasetManager.getJobIds()) {
+                if (System.currentTimeMillis() > datasetManager.getState(jobId).getTimestamp() + resultTTL) {
+                    toBeCollected.add(jobId);
+                }
+            }
+            for (JobId jobId : toBeCollected) {
+                datasetManager.deinitState(jobId);
+            }
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Result state cleanup instance successfully completed.");
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/ClassLoaderJobSerializerDeserializer.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/ClassLoaderJobSerializerDeserializer.java
new file mode 100644
index 0000000..bcd90bd
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/ClassLoaderJobSerializerDeserializer.java
@@ -0,0 +1,120 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.deployment;
+
+import java.io.Serializable;
+import java.net.URL;
+import java.net.URLClassLoader;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IJobSerializerDeserializer;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+
+/**
+ * This is the IJobSerializerDeserializer implementation for jobs with dynamic deployed jars.
+ *
+ * @author yingyib
+ */
+public class ClassLoaderJobSerializerDeserializer implements IJobSerializerDeserializer {
+
+    private MutableURLClassLoader classLoader;
+
+    @Override
+    public Object deserialize(byte[] jsBytes) throws HyracksException {
+        try {
+            if (classLoader == null) {
+                return JavaSerializationUtils.deserialize(jsBytes);
+            }
+            return JavaSerializationUtils.deserialize(jsBytes, classLoader);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public byte[] serialize(Serializable jobSpec) throws HyracksException {
+        try {
+            if (classLoader == null) {
+                return JavaSerializationUtils.serialize(jobSpec);
+            }
+            return JavaSerializationUtils.serialize(jobSpec, classLoader);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void addClassPathURLs(List<URL> binaryURLs) throws HyracksException {
+        Collections.sort(binaryURLs, new Comparator<URL>() {
+            @Override
+            public int compare(URL o1, URL o2) {
+                return o1.getFile().compareTo(o2.getFile());
+            }
+        });
+        try {
+            if (classLoader == null) {
+                /** crate a new classloader */
+                URL[] urls = binaryURLs.toArray(new URL[binaryURLs.size()]);
+                classLoader = new MutableURLClassLoader(urls, this.getClass().getClassLoader());
+            } else {
+                /** add URLs to the existing classloader */
+                for (URL url : binaryURLs) {
+                    classLoader.addURL(url);
+                }
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public Class<?> loadClass(String className) throws HyracksException {
+        try {
+            return classLoader.loadClass(className);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public ClassLoader getClassLoader() throws HyracksException {
+        return classLoader;
+    }
+
+    @Override
+    public String toString() {
+        return classLoader.toString();
+    }
+
+    private static class MutableURLClassLoader extends URLClassLoader {
+
+        public MutableURLClassLoader(URL[] urls, ClassLoader classLoader) {
+            super(urls, classLoader);
+        }
+
+        @Override
+        protected void addURL(URL url) {
+            super.addURL(url);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentRun.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentRun.java
new file mode 100644
index 0000000..416b0e6
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentRun.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.deployment;
+
+import java.util.Set;
+import java.util.TreeSet;
+
+/**
+ * The class maintain the status of a deployment process and the states
+ * of all slave machines involved in the deployment.
+ *
+ * @author yingyib
+ */
+public class DeploymentRun implements IDeploymentStatusConditionVariable {
+
+    private DeploymentStatus deploymentStatus = DeploymentStatus.FAIL;
+    private final Set<String> deploymentNodeIds = new TreeSet<String>();
+
+    public DeploymentRun(Set<String> nodeIds) {
+        deploymentNodeIds.addAll(nodeIds);
+    }
+
+    /**
+     * One notify the deployment status
+     *
+     * @param nodeId
+     * @param status
+     */
+    public synchronized void notifyDeploymentStatus(String nodeId, DeploymentStatus status) {
+        if (status == DeploymentStatus.SUCCEED) {
+            deploymentNodeIds.remove(nodeId);
+            if (deploymentNodeIds.size() == 0) {
+                deploymentStatus = DeploymentStatus.SUCCEED;
+                notifyAll();
+            }
+        } else {
+            deploymentNodeIds.clear();
+            deploymentStatus = DeploymentStatus.FAIL;
+            notifyAll();
+        }
+    }
+
+    @Override
+    public synchronized DeploymentStatus waitForCompletion() throws Exception {
+        wait();
+        return deploymentStatus;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentStatus.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentStatus.java
new file mode 100644
index 0000000..73752ee
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentStatus.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.deployment;
+
+public enum DeploymentStatus {
+    SUCCEED,
+    FAIL
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentUtils.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentUtils.java
new file mode 100644
index 0000000..aaf2e20
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/DeploymentUtils.java
@@ -0,0 +1,229 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.deployment;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.InputStream;
+import java.io.OutputStream;
+import java.net.URL;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.io.IOUtils;
+import org.apache.http.HttpResponse;
+import org.apache.http.client.HttpClient;
+import org.apache.http.client.methods.HttpGet;
+import org.apache.http.impl.client.HttpClientBuilder;
+
+import org.apache.hyracks.api.application.IApplicationContext;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IJobSerializerDeserializer;
+import org.apache.hyracks.api.job.IJobSerializerDeserializerContainer;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+import org.apache.hyracks.control.common.context.ServerContext;
+
+/**
+ * A utility class which is in charge of the actual work of deployments.
+ *
+ * @author yingyib
+ */
+public class DeploymentUtils {
+
+    private static final String DEPLOYMENT = "applications";
+
+    /**
+     * undeploy an existing deployment
+     *
+     * @param deploymentId
+     *            the deployment id
+     * @param container
+     * @param ctx
+     * @throws HyracksException
+     */
+    public static void undeploy(DeploymentId deploymentId, IJobSerializerDeserializerContainer container,
+            ServerContext ctx) throws HyracksException {
+        container.removeJobSerializerDeserializer(deploymentId);
+        String rootDir = ctx.getBaseDir().toString();
+        String deploymentDir = rootDir.endsWith(File.separator) ? rootDir + DEPLOYMENT + File.separator + deploymentId
+                : rootDir + File.separator + DEPLOYMENT + File.separator + deploymentId;
+        try {
+            File dFile = new File(deploymentDir);
+            if (dFile.exists()) {
+                FileUtils.forceDelete(dFile);
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Deploying jars in NC or CC
+     *
+     * @param deploymentId
+     *            the deployment id
+     * @param urls
+     *            the jar URLs
+     * @param container
+     *            the container of serailizer/deserializer
+     * @param ctx
+     *            the ServerContext
+     * @param isNC
+     *            true is NC/false is CC
+     * @throws HyracksException
+     */
+    public static void deploy(DeploymentId deploymentId, List<URL> urls, IJobSerializerDeserializerContainer container,
+            ServerContext ctx, boolean isNC) throws HyracksException {
+        IJobSerializerDeserializer jobSerDe = container.getJobSerializerDeserializer(deploymentId);
+        if (jobSerDe == null) {
+            jobSerDe = new ClassLoaderJobSerializerDeserializer();
+            container.addJobSerializerDeserializer(deploymentId, jobSerDe);
+        }
+        String rootDir = ctx.getBaseDir().toString();
+        String deploymentDir = rootDir.endsWith(File.separator) ? rootDir + DEPLOYMENT + File.separator + deploymentId
+                : rootDir + File.separator + DEPLOYMENT + File.separator + deploymentId;
+        jobSerDe.addClassPathURLs(downloadURLs(urls, deploymentDir, isNC));
+    }
+
+    /**
+     * Deserialize bytes to an object according to a specific deployment
+     *
+     * @param bytes
+     *            the bytes to be deserialized
+     * @param deploymentId
+     *            the deployment id
+     * @param appCtx
+     * @return the deserialized object
+     * @throws HyracksException
+     */
+    public static Object deserialize(byte[] bytes, DeploymentId deploymentId, IApplicationContext appCtx)
+            throws HyracksException {
+        try {
+            IJobSerializerDeserializerContainer jobSerDeContainer = appCtx.getJobSerializerDeserializerContainer();
+            IJobSerializerDeserializer jobSerDe = deploymentId == null ? null : jobSerDeContainer
+                    .getJobSerializerDeserializer(deploymentId);
+            Object obj = jobSerDe == null ? JavaSerializationUtils.deserialize(bytes) : jobSerDe.deserialize(bytes);
+            return obj;
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Load a class from its class name
+     *
+     * @param className
+     * @param deploymentId
+     * @param appCtx
+     * @return the loaded class
+     * @throws HyracksException
+     */
+    public static Class<?> loadClass(String className, DeploymentId deploymentId, IApplicationContext appCtx)
+            throws HyracksException {
+        try {
+            IJobSerializerDeserializerContainer jobSerDeContainer = appCtx.getJobSerializerDeserializerContainer();
+            IJobSerializerDeserializer jobSerDe = deploymentId == null ? null : jobSerDeContainer
+                    .getJobSerializerDeserializer(deploymentId);
+            Class<?> cl = jobSerDe == null ? JavaSerializationUtils.loadClass(className) : jobSerDe
+                    .loadClass(className);
+            return cl;
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Get the classloader of a specific deployment
+     *
+     * @param deploymentId
+     * @param appCtx
+     * @return
+     * @throws HyracksException
+     */
+    public static ClassLoader getClassLoader(DeploymentId deploymentId, IApplicationContext appCtx)
+            throws HyracksException {
+        try {
+            IJobSerializerDeserializerContainer jobSerDeContainer = appCtx.getJobSerializerDeserializerContainer();
+            IJobSerializerDeserializer jobSerDe = deploymentId == null ? null : jobSerDeContainer
+                    .getJobSerializerDeserializer(deploymentId);
+            ClassLoader cl = jobSerDe == null ? DeploymentUtils.class.getClassLoader() : jobSerDe.getClassLoader();
+            return cl;
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Download remote Http URLs and return the stored local file URLs
+     *
+     * @param urls
+     *            the remote Http URLs
+     * @param deploymentDir
+     *            the deployment jar storage directory
+     * @param isNC
+     *            true is NC/false is CC
+     * @return a list of local file URLs
+     * @throws HyracksException
+     */
+    private static List<URL> downloadURLs(List<URL> urls, String deploymentDir, boolean isNC) throws HyracksException {
+        //retry 10 times at maximum for downloading binaries
+        int retryCount = 10;
+        int tried = 0;
+        Exception trace = null;
+        while (tried < retryCount) {
+            try {
+                tried++;
+                List<URL> downloadedFileURLs = new ArrayList<URL>();
+                File dir = new File(deploymentDir);
+                if (!dir.exists()) {
+                    FileUtils.forceMkdir(dir);
+                }
+                for (URL url : urls) {
+                    String urlString = url.toString();
+                    int slashIndex = urlString.lastIndexOf('/');
+                    String fileName = urlString.substring(slashIndex + 1).split("&")[1];
+                    String filePath = deploymentDir + File.separator + fileName;
+                    File targetFile = new File(filePath);
+                    if (isNC) {
+                        HttpClient hc = HttpClientBuilder.create().build();
+                        HttpGet get = new HttpGet(url.toString());
+                        HttpResponse response = hc.execute(get);
+                        InputStream is = response.getEntity().getContent();
+                        OutputStream os = new FileOutputStream(targetFile);
+                        try {
+                            IOUtils.copyLarge(is, os);
+                        } finally {
+                            os.close();
+                            is.close();
+                        }
+                    }
+                    downloadedFileURLs.add(targetFile.toURI().toURL());
+                }
+                return downloadedFileURLs;
+            } catch (Exception e) {
+                e.printStackTrace();
+                trace = e;
+            }
+        }
+        throw new HyracksException(trace);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/IDeploymentStatusConditionVariable.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/IDeploymentStatusConditionVariable.java
new file mode 100644
index 0000000..2652701
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/deployment/IDeploymentStatusConditionVariable.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.deployment;
+
+/**
+ * The conditional variable interface for deployment
+ *
+ * @author yingyib
+ */
+public interface IDeploymentStatusConditionVariable {
+
+    /**
+     * synchronously wait the deployment to complete
+     *
+     * @return the deployment status
+     * @throws Exception
+     */
+    public DeploymentStatus waitForCompletion() throws Exception;
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatData.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatData.java
new file mode 100644
index 0000000..cfb9a86
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatData.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.heartbeat;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+public class HeartbeatData {
+
+    public long heapInitSize;
+    public long heapUsedSize;
+    public long heapCommittedSize;
+    public long heapMaxSize;
+    public long nonheapInitSize;
+    public long nonheapUsedSize;
+    public long nonheapCommittedSize;
+    public long nonheapMaxSize;
+    public int threadCount;
+    public int peakThreadCount;
+    public long totalStartedThreadCount;
+    public double systemLoadAverage;
+    public long[] gcCollectionCounts;
+    public long[] gcCollectionTimes;
+    public long netPayloadBytesRead;
+    public long netPayloadBytesWritten;
+    public long netSignalingBytesRead;
+    public long netSignalingBytesWritten;
+    public long datasetNetPayloadBytesRead;
+    public long datasetNetPayloadBytesWritten;
+    public long datasetNetSignalingBytesRead;
+    public long datasetNetSignalingBytesWritten;
+    public long ipcMessagesSent;
+    public long ipcMessageBytesSent;
+    public long ipcMessagesReceived;
+    public long ipcMessageBytesReceived;
+    public long diskReads;
+    public long diskWrites;
+
+    public void readFields(DataInput dis) throws IOException {
+        heapInitSize = dis.readLong();
+        heapUsedSize = dis.readLong();
+        heapCommittedSize = dis.readLong();
+        heapMaxSize = dis.readLong();
+        nonheapInitSize = dis.readLong();
+        nonheapUsedSize = dis.readLong();
+        nonheapCommittedSize = dis.readLong();
+        nonheapMaxSize = dis.readLong();
+        threadCount = dis.readInt();
+        peakThreadCount = dis.readInt();
+        totalStartedThreadCount = dis.readLong();
+        systemLoadAverage = dis.readDouble();
+        netPayloadBytesRead = dis.readLong();
+        netPayloadBytesWritten = dis.readLong();
+        netSignalingBytesRead = dis.readLong();
+        netSignalingBytesWritten = dis.readLong();
+        netSignalingBytesWritten = dis.readLong();
+        datasetNetPayloadBytesWritten = dis.readLong();
+        datasetNetSignalingBytesRead = dis.readLong();
+        datasetNetSignalingBytesWritten = dis.readLong();
+        ipcMessagesSent = dis.readLong();
+        ipcMessageBytesSent = dis.readLong();
+        ipcMessagesReceived = dis.readLong();
+        ipcMessageBytesReceived = dis.readLong();
+        diskReads = dis.readLong();
+        diskWrites = dis.readLong();
+
+        int gcCounts = dis.readInt();
+        gcCollectionCounts = new long[gcCounts];
+        for (int i = 0; i < gcCollectionCounts.length; i++) {
+            gcCollectionCounts[i] = dis.readLong();
+        }
+        int gcTimeCounts = dis.readInt();
+        gcCollectionTimes = new long[gcTimeCounts];
+        for (int i = 0; i < gcCollectionTimes.length; i++) {
+            gcCollectionTimes[i] = dis.readLong();
+        }
+    }
+
+    public void write(DataOutput dos) throws IOException {
+        dos.writeLong(heapInitSize);
+        dos.writeLong(heapUsedSize);
+        dos.writeLong(heapCommittedSize);
+        dos.writeLong(heapMaxSize);
+        dos.writeLong(nonheapInitSize);
+        dos.writeLong(nonheapUsedSize);
+        dos.writeLong(nonheapCommittedSize);
+        dos.writeLong(nonheapMaxSize);
+        dos.writeInt(threadCount);
+        dos.writeInt(peakThreadCount);
+        dos.writeLong(totalStartedThreadCount);
+        dos.writeDouble(systemLoadAverage);
+        dos.writeLong(netPayloadBytesRead);
+        dos.writeLong(netPayloadBytesWritten);
+        dos.writeLong(netSignalingBytesRead);
+        dos.writeLong(netSignalingBytesWritten);
+        dos.writeLong(datasetNetPayloadBytesRead);
+        dos.writeLong(datasetNetPayloadBytesWritten);
+        dos.writeLong(datasetNetSignalingBytesRead);
+        dos.writeLong(datasetNetSignalingBytesWritten);
+        dos.writeLong(ipcMessagesSent);
+        dos.writeLong(ipcMessageBytesSent);
+        dos.writeLong(ipcMessagesReceived);
+        dos.writeLong(ipcMessageBytesReceived);
+        dos.writeLong(diskReads);
+        dos.writeLong(diskWrites);
+
+        dos.writeInt(gcCollectionCounts.length);
+        for (int i = 0; i < gcCollectionCounts.length; i++) {
+            dos.writeLong(gcCollectionCounts[i]);
+        }
+        dos.writeInt(gcCollectionTimes.length);
+        for (int i = 0; i < gcCollectionTimes.length; i++) {
+            dos.writeLong(gcCollectionTimes[i]);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatSchema.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatSchema.java
new file mode 100644
index 0000000..12eb39f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/heartbeat/HeartbeatSchema.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.heartbeat;
+
+import java.io.Serializable;
+
+public class HeartbeatSchema implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final GarbageCollectorInfo[] gcInfos;
+
+    public HeartbeatSchema(GarbageCollectorInfo[] gcInfos) {
+        this.gcInfos = gcInfos;
+    }
+
+    public GarbageCollectorInfo[] getGarbageCollectorInfos() {
+        return gcInfos;
+    }
+
+    public static class GarbageCollectorInfo implements Serializable {
+        private static final long serialVersionUID = 1L;
+
+        private final String name;
+
+        public GarbageCollectorInfo(String name) {
+            this.name = name;
+        }
+
+        public String getName() {
+            return name;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java
new file mode 100644
index 0000000..96dca4e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/CCNCFunctions.java
@@ -0,0 +1,1313 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.ipc;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.Serializable;
+import java.net.URL;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.connectors.ConnectorPolicyFactory;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.controllers.NodeParameters;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.common.job.TaskAttemptDescriptor;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+import org.apache.hyracks.ipc.api.IPayloadSerializerDeserializer;
+import org.apache.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+
+public class CCNCFunctions {
+    private static final Logger LOGGER = Logger.getLogger(CCNCFunctions.class.getName());
+
+    private static final int FID_CODE_SIZE = 1;
+
+    public enum FunctionId {
+        REGISTER_NODE,
+        UNREGISTER_NODE,
+        NOTIFY_JOBLET_CLEANUP,
+        NOTIFY_TASK_COMPLETE,
+        NOTIFY_TASK_FAILURE,
+        NODE_HEARTBEAT,
+        REPORT_PROFILE,
+        REGISTER_PARTITION_PROVIDER,
+        REGISTER_PARTITION_REQUEST,
+        REGISTER_RESULT_PARTITION_LOCATION,
+        REPORT_RESULT_PARTITION_WRITE_COMPLETION,
+        REPORT_RESULT_PARTITION_FAILURE,
+
+        NODE_REGISTRATION_RESULT,
+        START_TASKS,
+        ABORT_TASKS,
+        CLEANUP_JOBLET,
+        REPORT_PARTITION_AVAILABILITY,
+        SEND_APPLICATION_MESSAGE,
+        GET_NODE_CONTROLLERS_INFO,
+        GET_NODE_CONTROLLERS_INFO_RESPONSE,
+
+        DEPLOY_BINARY,
+        NOTIFY_DEPLOY_BINARY,
+        UNDEPLOY_BINARY,
+        SHUTDOWN_REQUEST,
+        SHUTDOWN_RESPONSE,
+
+        STATE_DUMP_REQUEST,
+        STATE_DUMP_RESPONSE,
+
+        OTHER
+    }
+
+    public static class SendApplicationMessageFunction extends Function {
+        private static final long serialVersionUID = 1L;
+        private byte[] serializedMessage;
+        private DeploymentId deploymentId;
+        private String nodeId;
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public void setNodeId(String nodeId) {
+            this.nodeId = nodeId;
+        }
+
+        public byte[] getMessage() {
+            return serializedMessage;
+        }
+
+        public SendApplicationMessageFunction(byte[] data, DeploymentId deploymentId, String nodeId) {
+            this.serializedMessage = data;
+            this.deploymentId = deploymentId;
+            this.nodeId = nodeId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.SEND_APPLICATION_MESSAGE;
+        }
+
+    }
+
+    public static abstract class Function implements Serializable {
+        private static final long serialVersionUID = 1L;
+
+        public abstract FunctionId getFunctionId();
+    }
+
+    public static class RegisterNodeFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final NodeRegistration reg;
+
+        public RegisterNodeFunction(NodeRegistration reg) {
+            this.reg = reg;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REGISTER_NODE;
+        }
+
+        public NodeRegistration getNodeRegistration() {
+            return reg;
+        }
+    }
+
+    public static class UnregisterNodeFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+
+        public UnregisterNodeFunction(String nodeId) {
+            this.nodeId = nodeId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.UNREGISTER_NODE;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+    }
+
+    public static class NotifyTaskCompleteFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private JobId jobId;
+        private TaskAttemptId taskId;
+        private String nodeId;
+        private TaskProfile statistics;
+
+        public NotifyTaskCompleteFunction(JobId jobId, TaskAttemptId taskId, String nodeId, TaskProfile statistics) {
+            this.jobId = jobId;
+            this.taskId = taskId;
+            this.nodeId = nodeId;
+            this.statistics = statistics;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NOTIFY_TASK_COMPLETE;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public TaskAttemptId getTaskId() {
+            return taskId;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public TaskProfile getStatistics() {
+            return statistics;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            JobId jobId = JobId.create(dis);
+            String nodeId = dis.readUTF();
+            TaskAttemptId taskId = TaskAttemptId.create(dis);
+            TaskProfile statistics = TaskProfile.create(dis);
+            return new NotifyTaskCompleteFunction(jobId, taskId, nodeId, statistics);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            NotifyTaskCompleteFunction fn = (NotifyTaskCompleteFunction) object;
+            DataOutputStream dos = new DataOutputStream(out);
+            fn.jobId.writeFields(dos);
+            dos.writeUTF(fn.nodeId);
+            fn.taskId.writeFields(dos);
+            fn.statistics.writeFields(dos);
+        }
+    }
+
+    public static class NotifyTaskFailureFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+        private final TaskAttemptId taskId;
+        private final String nodeId;
+        private final List<Exception> exceptions;
+
+        public NotifyTaskFailureFunction(JobId jobId, TaskAttemptId taskId, String nodeId, List<Exception> exceptions) {
+            this.jobId = jobId;
+            this.taskId = taskId;
+            this.nodeId = nodeId;
+            this.exceptions = exceptions;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NOTIFY_TASK_FAILURE;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public TaskAttemptId getTaskId() {
+            return taskId;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public List<Exception> getExceptions() {
+            return exceptions;
+        }
+    }
+
+    public static class NotifyJobletCleanupFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+        private final String nodeId;
+
+        public NotifyJobletCleanupFunction(JobId jobId, String nodeId) {
+            this.jobId = jobId;
+            this.nodeId = nodeId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NOTIFY_JOBLET_CLEANUP;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            JobId jobId = JobId.create(dis);
+            String nodeId = dis.readUTF();
+
+            return new NotifyJobletCleanupFunction(jobId, nodeId);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            NotifyJobletCleanupFunction fn = (NotifyJobletCleanupFunction) object;
+            DataOutputStream dos = new DataOutputStream(out);
+            fn.jobId.writeFields(dos);
+            dos.writeUTF(fn.nodeId);
+        }
+    }
+
+    public static class NodeHeartbeatFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+        private final HeartbeatData hbData;
+
+        public NodeHeartbeatFunction(String nodeId, HeartbeatData hbData) {
+            this.nodeId = nodeId;
+            this.hbData = hbData;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NODE_HEARTBEAT;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public HeartbeatData getHeartbeatData() {
+            return hbData;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            String nodeId = dis.readUTF();
+            HeartbeatData hbData = new HeartbeatData();
+            hbData.readFields(dis);
+            return new NodeHeartbeatFunction(nodeId, hbData);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            NodeHeartbeatFunction fn = (NodeHeartbeatFunction) object;
+            DataOutputStream dos = new DataOutputStream(out);
+            dos.writeUTF(fn.nodeId);
+            fn.hbData.write(dos);
+        }
+    }
+
+    public static class ReportProfileFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+        private final List<JobProfile> profiles;
+
+        public ReportProfileFunction(String nodeId, List<JobProfile> profiles) {
+            this.nodeId = nodeId;
+            this.profiles = profiles;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_PROFILE;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public List<JobProfile> getProfiles() {
+            return profiles;
+        }
+    }
+
+    public static class RegisterPartitionProviderFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final PartitionDescriptor partitionDescriptor;
+
+        public RegisterPartitionProviderFunction(PartitionDescriptor partitionDescriptor) {
+            this.partitionDescriptor = partitionDescriptor;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REGISTER_PARTITION_PROVIDER;
+        }
+
+        public PartitionDescriptor getPartitionDescriptor() {
+            return partitionDescriptor;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            // Read PartitionId
+            PartitionId pid = readPartitionId(dis);
+
+            // Read nodeId
+            String nodeId = dis.readUTF();
+
+            // Read TaskAttemptId
+            TaskAttemptId taId = readTaskAttemptId(dis);
+
+            // Read reusable flag
+            boolean reusable = dis.readBoolean();
+
+            // Read Partition State
+            PartitionState state = readPartitionState(dis);
+
+            PartitionDescriptor pd = new PartitionDescriptor(pid, nodeId, taId, reusable);
+            pd.setState(state);
+            return new RegisterPartitionProviderFunction(pd);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            RegisterPartitionProviderFunction fn = (RegisterPartitionProviderFunction) object;
+
+            DataOutputStream dos = new DataOutputStream(out);
+
+            PartitionDescriptor pd = fn.getPartitionDescriptor();
+
+            // Write PartitionId
+            writePartitionId(dos, pd.getPartitionId());
+
+            // Write nodeId
+            dos.writeUTF(pd.getNodeId());
+
+            // Write TaskAttemptId
+            writeTaskAttemptId(dos, pd.getProducingTaskAttemptId());
+
+            // Write reusable flag
+            dos.writeBoolean(pd.isReusable());
+
+            // Write Partition State
+            writePartitionState(dos, pd.getState());
+        }
+    }
+
+    public static class RegisterPartitionRequestFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final PartitionRequest partitionRequest;
+
+        public RegisterPartitionRequestFunction(PartitionRequest partitionRequest) {
+            this.partitionRequest = partitionRequest;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REGISTER_PARTITION_REQUEST;
+        }
+
+        public PartitionRequest getPartitionRequest() {
+            return partitionRequest;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            // Read PartitionId
+            PartitionId pid = readPartitionId(dis);
+
+            // Read nodeId
+            String nodeId = dis.readUTF();
+
+            // Read TaskAttemptId
+            TaskAttemptId taId = readTaskAttemptId(dis);
+
+            // Read Partition State
+            PartitionState state = readPartitionState(dis);
+
+            PartitionRequest pr = new PartitionRequest(pid, nodeId, taId, state);
+            return new RegisterPartitionRequestFunction(pr);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            RegisterPartitionRequestFunction fn = (RegisterPartitionRequestFunction) object;
+
+            DataOutputStream dos = new DataOutputStream(out);
+
+            PartitionRequest pr = fn.getPartitionRequest();
+
+            // Write PartitionId
+            writePartitionId(dos, pr.getPartitionId());
+
+            // Write nodeId
+            dos.writeUTF(pr.getNodeId());
+
+            // Write TaskAttemptId
+            writeTaskAttemptId(dos, pr.getRequestingTaskAttemptId());
+
+            // Write Partition State
+            writePartitionState(dos, pr.getMinimumState());
+        }
+    }
+
+    public static class RegisterResultPartitionLocationFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final boolean orderedResult;
+
+        private final boolean emptyResult;
+
+        private final int partition;
+
+        private final int nPartitions;
+
+        private NetworkAddress networkAddress;
+
+        public RegisterResultPartitionLocationFunction(JobId jobId, ResultSetId rsId, boolean orderedResult,
+                boolean emptyResult, int partition, int nPartitions, NetworkAddress networkAddress) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.orderedResult = orderedResult;
+            this.emptyResult = emptyResult;
+            this.partition = partition;
+            this.nPartitions = nPartitions;
+            this.networkAddress = networkAddress;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REGISTER_RESULT_PARTITION_LOCATION;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public boolean getOrderedResult() {
+            return orderedResult;
+        }
+
+        public boolean getEmptyResult() {
+            return emptyResult;
+        }
+
+        public int getPartition() {
+            return partition;
+        }
+
+        public int getNPartitions() {
+            return nPartitions;
+        }
+
+        public NetworkAddress getNetworkAddress() {
+            return networkAddress;
+        }
+    }
+
+    public static class ReportResultPartitionWriteCompletionFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final int partition;
+
+        public ReportResultPartitionWriteCompletionFunction(JobId jobId, ResultSetId rsId, int partition) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.partition = partition;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_RESULT_PARTITION_WRITE_COMPLETION;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public int getPartition() {
+            return partition;
+        }
+    }
+
+    public static class ReportResultPartitionFailureFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+
+        private final ResultSetId rsId;
+
+        private final int partition;
+
+        public ReportResultPartitionFailureFunction(JobId jobId, ResultSetId rsId, int partition) {
+            this.jobId = jobId;
+            this.rsId = rsId;
+            this.partition = partition;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_RESULT_PARTITION_FAILURE;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public ResultSetId getResultSetId() {
+            return rsId;
+        }
+
+        public int getPartition() {
+            return partition;
+        }
+    }
+
+    public static class NodeRegistrationResult extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final NodeParameters params;
+
+        private final Exception exception;
+
+        public NodeRegistrationResult(NodeParameters params, Exception exception) {
+            this.params = params;
+            this.exception = exception;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NODE_REGISTRATION_RESULT;
+        }
+
+        public NodeParameters getNodeParameters() {
+            return params;
+        }
+
+        public Exception getException() {
+            return exception;
+        }
+    }
+
+    public static class StartTasksFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final DeploymentId deploymentId;
+        private final JobId jobId;
+        private final byte[] planBytes;
+        private final List<TaskAttemptDescriptor> taskDescriptors;
+        private final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies;
+        private final EnumSet<JobFlag> flags;
+
+        public StartTasksFunction(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
+                List<TaskAttemptDescriptor> taskDescriptors,
+                Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies, EnumSet<JobFlag> flags) {
+            this.deploymentId = deploymentId;
+            this.jobId = jobId;
+            this.planBytes = planBytes;
+            this.taskDescriptors = taskDescriptors;
+            this.connectorPolicies = connectorPolicies;
+            this.flags = flags;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.START_TASKS;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public byte[] getPlanBytes() {
+            return planBytes;
+        }
+
+        public List<TaskAttemptDescriptor> getTaskDescriptors() {
+            return taskDescriptors;
+        }
+
+        public Map<ConnectorDescriptorId, IConnectorPolicy> getConnectorPolicies() {
+            return connectorPolicies;
+        }
+
+        public EnumSet<JobFlag> getFlags() {
+            return flags;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            //read jobId and taskId
+            JobId jobId = JobId.create(dis);
+            DeploymentId deploymentId = null;
+            boolean hasDeployed = dis.readBoolean();
+            if (hasDeployed) {
+                deploymentId = DeploymentId.create(dis);
+            }
+
+            // read plan bytes
+            int planBytesSize = dis.readInt();
+            byte[] planBytes = null;
+            if (planBytesSize >= 0) {
+                planBytes = new byte[planBytesSize];
+                dis.read(planBytes, 0, planBytesSize);
+            }
+
+            // read task attempt descriptors
+            int tadSize = dis.readInt();
+            List<TaskAttemptDescriptor> taskDescriptors = new ArrayList<TaskAttemptDescriptor>();
+            for (int i = 0; i < tadSize; i++) {
+                TaskAttemptDescriptor tad = TaskAttemptDescriptor.create(dis);
+                taskDescriptors.add(tad);
+            }
+
+            //read connector policies
+            int cpSize = dis.readInt();
+            Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies = new HashMap<ConnectorDescriptorId, IConnectorPolicy>();
+            for (int i = 0; i < cpSize; i++) {
+                ConnectorDescriptorId cid = ConnectorDescriptorId.create(dis);
+                IConnectorPolicy policy = ConnectorPolicyFactory.INSTANCE.getConnectorPolicy(dis);
+                connectorPolicies.put(cid, policy);
+            }
+
+            // read flags
+            int flagSize = dis.readInt();
+            EnumSet<JobFlag> flags = EnumSet.noneOf(JobFlag.class);
+            for (int i = 0; i < flagSize; i++) {
+                flags.add(JobFlag.values()[(dis.readInt())]);
+            }
+
+            return new StartTasksFunction(deploymentId, jobId, planBytes, taskDescriptors, connectorPolicies, flags);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            StartTasksFunction fn = (StartTasksFunction) object;
+            DataOutputStream dos = new DataOutputStream(out);
+
+            //write jobId and deploymentId
+            fn.jobId.writeFields(dos);
+            dos.writeBoolean(fn.deploymentId == null ? false : true);
+            if (fn.deploymentId != null) {
+                fn.deploymentId.writeFields(dos);
+            }
+
+            //write plan bytes
+            dos.writeInt(fn.planBytes == null ? -1 : fn.planBytes.length);
+            if (fn.planBytes != null) {
+                dos.write(fn.planBytes, 0, fn.planBytes.length);
+            }
+
+            //write task descriptors
+            dos.writeInt(fn.taskDescriptors.size());
+            for (int i = 0; i < fn.taskDescriptors.size(); i++) {
+                fn.taskDescriptors.get(i).writeFields(dos);
+            }
+
+            //write connector policies
+            dos.writeInt(fn.connectorPolicies.size());
+            for (Entry<ConnectorDescriptorId, IConnectorPolicy> entry : fn.connectorPolicies.entrySet()) {
+                entry.getKey().writeFields(dos);
+                ConnectorPolicyFactory.INSTANCE.writeConnectorPolicy(entry.getValue(), dos);
+            }
+
+            //write flags
+            dos.writeInt(fn.flags.size());
+            for (JobFlag flag : fn.flags) {
+                dos.writeInt(flag.ordinal());
+            }
+        }
+    }
+
+    public static class AbortTasksFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+        private final List<TaskAttemptId> tasks;
+
+        public AbortTasksFunction(JobId jobId, List<TaskAttemptId> tasks) {
+            this.jobId = jobId;
+            this.tasks = tasks;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.ABORT_TASKS;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public List<TaskAttemptId> getTasks() {
+            return tasks;
+        }
+    }
+
+    public static class CleanupJobletFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final JobId jobId;
+        private final JobStatus status;
+
+        public CleanupJobletFunction(JobId jobId, JobStatus status) {
+            this.jobId = jobId;
+            this.status = status;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.CLEANUP_JOBLET;
+        }
+
+        public JobId getJobId() {
+            return jobId;
+        }
+
+        public JobStatus getStatus() {
+            return status;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            JobId jobId = JobId.create(dis);
+            JobStatus status = JobStatus.values()[dis.readInt()];
+
+            return new CleanupJobletFunction(jobId, status);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            CleanupJobletFunction fn = (CleanupJobletFunction) object;
+            DataOutputStream dos = new DataOutputStream(out);
+            fn.jobId.writeFields(dos);
+            dos.writeInt(fn.status.ordinal());
+        }
+    }
+
+    public static class GetNodeControllersInfoFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_NODE_CONTROLLERS_INFO;
+        }
+    }
+
+    public static class GetNodeControllersInfoResponseFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final Map<String, NodeControllerInfo> ncInfos;
+
+        public GetNodeControllersInfoResponseFunction(Map<String, NodeControllerInfo> ncInfos) {
+            this.ncInfos = ncInfos;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.GET_NODE_CONTROLLERS_INFO_RESPONSE;
+        }
+
+        public Map<String, NodeControllerInfo> getNodeControllerInfos() {
+            return ncInfos;
+        }
+    }
+
+    public static class ReportPartitionAvailabilityFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final PartitionId pid;
+        private final NetworkAddress networkAddress;
+
+        public ReportPartitionAvailabilityFunction(PartitionId pid, NetworkAddress networkAddress) {
+            this.pid = pid;
+            this.networkAddress = networkAddress;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.REPORT_PARTITION_AVAILABILITY;
+        }
+
+        public PartitionId getPartitionId() {
+            return pid;
+        }
+
+        public NetworkAddress getNetworkAddress() {
+            return networkAddress;
+        }
+
+        public static Object deserialize(ByteBuffer buffer, int length) throws Exception {
+            ByteArrayInputStream bais = new ByteArrayInputStream(buffer.array(), buffer.position(), length);
+            DataInputStream dis = new DataInputStream(bais);
+
+            // Read PartitionId
+            PartitionId pid = readPartitionId(dis);
+
+            // Read NetworkAddress
+            NetworkAddress networkAddress = readNetworkAddress(dis);
+
+            return new ReportPartitionAvailabilityFunction(pid, networkAddress);
+        }
+
+        public static void serialize(OutputStream out, Object object) throws Exception {
+            ReportPartitionAvailabilityFunction fn = (ReportPartitionAvailabilityFunction) object;
+
+            DataOutputStream dos = new DataOutputStream(out);
+
+            // Write PartitionId
+            writePartitionId(dos, fn.getPartitionId());
+
+            // Write NetworkAddress
+            writeNetworkAddress(dos, fn.getNetworkAddress());
+        }
+    }
+
+    public static class DeployBinaryFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final List<URL> binaryURLs;
+        private final DeploymentId deploymentId;
+
+        public DeployBinaryFunction(DeploymentId deploymentId, List<URL> binaryURLs) {
+            this.binaryURLs = binaryURLs;
+            this.deploymentId = deploymentId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.DEPLOY_BINARY;
+        }
+
+        public List<URL> getBinaryURLs() {
+            return binaryURLs;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+    }
+
+    public static class UnDeployBinaryFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final DeploymentId deploymentId;
+
+        public UnDeployBinaryFunction(DeploymentId deploymentId) {
+            this.deploymentId = deploymentId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.UNDEPLOY_BINARY;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+    }
+
+    public static class RequestShutdownFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.SHUTDOWN_REQUEST;
+        }
+
+    }
+
+    public static class NotifyShutdownFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+
+        public NotifyShutdownFunction(String nodeId) {
+            this.nodeId = nodeId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.SHUTDOWN_RESPONSE;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+    }
+
+    public static class NotifyDeployBinaryFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+        private final DeploymentId deploymentId;
+        private final DeploymentStatus deploymentStatus;
+
+        public NotifyDeployBinaryFunction(DeploymentId deploymentId, String nodeId, DeploymentStatus deploymentStatus) {
+            this.nodeId = nodeId;
+            this.deploymentId = deploymentId;
+            this.deploymentStatus = deploymentStatus;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.NOTIFY_DEPLOY_BINARY;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public DeploymentId getDeploymentId() {
+            return deploymentId;
+        }
+
+        public DeploymentStatus getDeploymentStatus() {
+            return deploymentStatus;
+        }
+    }
+
+    public static class StateDumpRequestFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        private final String stateDumpId;
+
+        public StateDumpRequestFunction(String stateDumpId) {
+            this.stateDumpId = stateDumpId;
+        }
+
+        public String getStateDumpId() {
+            return stateDumpId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.STATE_DUMP_REQUEST;
+        }
+
+    }
+
+    public static class StateDumpResponseFunction extends Function {
+
+        private static final long serialVersionUID = 1L;
+
+        private final String nodeId;
+
+        private final String stateDumpId;
+
+        private final String state;
+
+        public StateDumpResponseFunction(String nodeId, String stateDumpId, String state) {
+            this.nodeId = nodeId;
+            this.stateDumpId = stateDumpId;
+            this.state = state;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        public String getStateDumpId() {
+            return stateDumpId;
+        }
+
+        public String getState() {
+            return state;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.STATE_DUMP_RESPONSE;
+        }
+    }
+
+    public static class ShutdownRequestFunction extends Function {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.SHUTDOWN_REQUEST;
+        }
+    }
+
+    public static class ShutdownResponseFunction extends Function {
+
+        private final String nodeId;
+
+        public ShutdownResponseFunction(String nodeId) {
+            this.nodeId = nodeId;
+        }
+
+        public String getNodeId() {
+            return nodeId;
+        }
+
+        @Override
+        public FunctionId getFunctionId() {
+            return FunctionId.SHUTDOWN_RESPONSE;
+        }
+    }
+
+    public static class SerializerDeserializer implements IPayloadSerializerDeserializer {
+        private final JavaSerializationBasedPayloadSerializerDeserializer javaSerde;
+
+        public SerializerDeserializer() {
+            javaSerde = new JavaSerializationBasedPayloadSerializerDeserializer();
+        }
+
+        @Override
+        public Object deserializeObject(ByteBuffer buffer, int length) throws Exception {
+            if (length < FID_CODE_SIZE) {
+                throw new IllegalStateException("Message size too small: " + length);
+            }
+            byte fid = buffer.get();
+            return deserialize(fid, buffer, length - FID_CODE_SIZE);
+        }
+
+        @Override
+        public Exception deserializeException(ByteBuffer buffer, int length) throws Exception {
+            if (length < FID_CODE_SIZE) {
+                throw new IllegalStateException("Message size too small: " + length);
+            }
+            byte fid = buffer.get();
+            if (fid != FunctionId.OTHER.ordinal()) {
+                throw new IllegalStateException("Expected FID for OTHER, found: " + fid);
+            }
+            return (Exception) deserialize(fid, buffer, length - FID_CODE_SIZE);
+        }
+
+        @Override
+        public byte[] serializeObject(Object object) throws Exception {
+            if (object instanceof Function) {
+                Function fn = (Function) object;
+                return serialize(object, (byte) fn.getFunctionId().ordinal());
+            } else {
+                return serialize(object, (byte) FunctionId.OTHER.ordinal());
+            }
+        }
+
+        @Override
+        public byte[] serializeException(Exception object) throws Exception {
+            return serialize(object, (byte) FunctionId.OTHER.ordinal());
+        }
+
+        private byte[] serialize(Object object, byte fid) throws Exception {
+            ByteArrayOutputStream baos = new ByteArrayOutputStream();
+            baos.write(fid);
+            try {
+                serialize(baos, object, fid);
+            } catch (Exception e) {
+                LOGGER.log(Level.SEVERE, "Error serializing " + object, e);
+                throw e;
+            }
+            baos.close();
+            return baos.toByteArray();
+        }
+
+        private void serialize(OutputStream out, Object object, byte fid) throws Exception {
+            switch (FunctionId.values()[fid]) {
+                case REGISTER_PARTITION_PROVIDER:
+                    RegisterPartitionProviderFunction.serialize(out, object);
+                    return;
+
+                case REGISTER_PARTITION_REQUEST:
+                    RegisterPartitionRequestFunction.serialize(out, object);
+                    return;
+
+                case REPORT_PARTITION_AVAILABILITY:
+                    ReportPartitionAvailabilityFunction.serialize(out, object);
+                    return;
+
+                case NODE_HEARTBEAT:
+                    NodeHeartbeatFunction.serialize(out, object);
+                    return;
+
+                case START_TASKS:
+                    StartTasksFunction.serialize(out, object);
+                    return;
+
+                case NOTIFY_TASK_COMPLETE:
+                    NotifyTaskCompleteFunction.serialize(out, object);
+                    return;
+
+                case NOTIFY_JOBLET_CLEANUP:
+                    NotifyJobletCleanupFunction.serialize(out, object);
+                    return;
+                case CLEANUP_JOBLET:
+                    CleanupJobletFunction.serialize(out, object);
+                    return;
+            }
+            JavaSerializationBasedPayloadSerializerDeserializer.serialize(out, object);
+        }
+
+        private Object deserialize(byte fid, ByteBuffer buffer, int length) throws Exception {
+            switch (FunctionId.values()[fid]) {
+                case REGISTER_PARTITION_PROVIDER:
+                    return RegisterPartitionProviderFunction.deserialize(buffer, length);
+
+                case REGISTER_PARTITION_REQUEST:
+                    return RegisterPartitionRequestFunction.deserialize(buffer, length);
+
+                case REPORT_PARTITION_AVAILABILITY:
+                    return ReportPartitionAvailabilityFunction.deserialize(buffer, length);
+
+                case NODE_HEARTBEAT:
+                    return NodeHeartbeatFunction.deserialize(buffer, length);
+
+                case START_TASKS:
+                    return StartTasksFunction.deserialize(buffer, length);
+
+                case NOTIFY_TASK_COMPLETE:
+                    return NotifyTaskCompleteFunction.deserialize(buffer, length);
+
+                case NOTIFY_JOBLET_CLEANUP:
+                    return NotifyJobletCleanupFunction.deserialize(buffer, length);
+
+                case CLEANUP_JOBLET:
+                    return CleanupJobletFunction.deserialize(buffer, length);
+            }
+
+            return javaSerde.deserializeObject(buffer, length);
+        }
+    }
+
+    private static PartitionId readPartitionId(DataInputStream dis) throws IOException {
+        long jobId = dis.readLong();
+        int cdid = dis.readInt();
+        int senderIndex = dis.readInt();
+        int receiverIndex = dis.readInt();
+        PartitionId pid = new PartitionId(new JobId(jobId), new ConnectorDescriptorId(cdid), senderIndex, receiverIndex);
+        return pid;
+    }
+
+    private static void writePartitionId(DataOutputStream dos, PartitionId pid) throws IOException {
+        dos.writeLong(pid.getJobId().getId());
+        dos.writeInt(pid.getConnectorDescriptorId().getId());
+        dos.writeInt(pid.getSenderIndex());
+        dos.writeInt(pid.getReceiverIndex());
+    }
+
+    private static TaskAttemptId readTaskAttemptId(DataInputStream dis) throws IOException {
+        int odid = dis.readInt();
+        int aid = dis.readInt();
+        int partition = dis.readInt();
+        int attempt = dis.readInt();
+        TaskAttemptId taId = new TaskAttemptId(new TaskId(new ActivityId(new OperatorDescriptorId(odid), aid),
+                partition), attempt);
+        return taId;
+    }
+
+    private static void writeTaskAttemptId(DataOutputStream dos, TaskAttemptId taId) throws IOException {
+        TaskId tid = taId.getTaskId();
+        ActivityId aid = tid.getActivityId();
+        OperatorDescriptorId odId = aid.getOperatorDescriptorId();
+        dos.writeInt(odId.getId());
+        dos.writeInt(aid.getLocalId());
+        dos.writeInt(tid.getPartition());
+        dos.writeInt(taId.getAttempt());
+    }
+
+    private static PartitionState readPartitionState(DataInputStream dis) throws IOException {
+        PartitionState state = PartitionState.values()[dis.readInt()];
+        return state;
+    }
+
+    private static void writePartitionState(DataOutputStream dos, PartitionState state) throws IOException {
+        dos.writeInt(state.ordinal());
+    }
+
+    private static NetworkAddress readNetworkAddress(DataInputStream dis) throws IOException {
+        String address = dis.readUTF();
+        int port = dis.readInt();
+        NetworkAddress networkAddress = new NetworkAddress(address, port);
+        return networkAddress;
+    }
+
+    private static void writeNetworkAddress(DataOutputStream dos, NetworkAddress networkAddress) throws IOException {
+        dos.writeUTF(networkAddress.getAddress());
+        dos.writeInt(networkAddress.getPort());
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java
new file mode 100644
index 0000000..416b064
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/ClusterControllerRemoteProxy.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.ipc;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.base.IClusterController;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+
+public class ClusterControllerRemoteProxy implements IClusterController {
+    private final IIPCHandle ipcHandle;
+
+    public ClusterControllerRemoteProxy(IIPCHandle ipcHandle) {
+        this.ipcHandle = ipcHandle;
+    }
+
+    @Override
+    public void registerNode(NodeRegistration reg) throws Exception {
+        CCNCFunctions.RegisterNodeFunction fn = new CCNCFunctions.RegisterNodeFunction(reg);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void unregisterNode(String nodeId) throws Exception {
+        CCNCFunctions.UnregisterNodeFunction fn = new CCNCFunctions.UnregisterNodeFunction(nodeId);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void notifyTaskComplete(JobId jobId, TaskAttemptId taskId, String nodeId, TaskProfile statistics)
+            throws Exception {
+        CCNCFunctions.NotifyTaskCompleteFunction fn = new CCNCFunctions.NotifyTaskCompleteFunction(jobId, taskId,
+                nodeId, statistics);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void notifyTaskFailure(JobId jobId, TaskAttemptId taskId, String nodeId, List<Exception> exceptions)
+            throws Exception {
+        CCNCFunctions.NotifyTaskFailureFunction fn = new CCNCFunctions.NotifyTaskFailureFunction(jobId, taskId, nodeId,
+                exceptions);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void notifyJobletCleanup(JobId jobId, String nodeId) throws Exception {
+        CCNCFunctions.NotifyJobletCleanupFunction fn = new CCNCFunctions.NotifyJobletCleanupFunction(jobId, nodeId);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void notifyDeployBinary(DeploymentId deploymentId, String nodeId, DeploymentStatus status) throws Exception {
+        CCNCFunctions.NotifyDeployBinaryFunction fn = new CCNCFunctions.NotifyDeployBinaryFunction(deploymentId,
+                nodeId, status);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void nodeHeartbeat(String id, HeartbeatData hbData) throws Exception {
+        CCNCFunctions.NodeHeartbeatFunction fn = new CCNCFunctions.NodeHeartbeatFunction(id, hbData);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void reportProfile(String id, List<JobProfile> profiles) throws Exception {
+        CCNCFunctions.ReportProfileFunction fn = new CCNCFunctions.ReportProfileFunction(id, profiles);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void registerPartitionProvider(PartitionDescriptor partitionDescriptor) throws Exception {
+        CCNCFunctions.RegisterPartitionProviderFunction fn = new CCNCFunctions.RegisterPartitionProviderFunction(
+                partitionDescriptor);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void registerPartitionRequest(PartitionRequest partitionRequest) throws Exception {
+        CCNCFunctions.RegisterPartitionRequestFunction fn = new CCNCFunctions.RegisterPartitionRequestFunction(
+                partitionRequest);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void sendApplicationMessageToCC(byte[] data, DeploymentId deploymentId, String nodeId) throws Exception {
+        CCNCFunctions.SendApplicationMessageFunction fn = new CCNCFunctions.SendApplicationMessageFunction(data,
+                deploymentId, nodeId);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, boolean orderedResult, boolean emptyResult, int partition,
+            int nPartitions, NetworkAddress networkAddress) throws Exception {
+        CCNCFunctions.RegisterResultPartitionLocationFunction fn = new CCNCFunctions.RegisterResultPartitionLocationFunction(
+                jobId, rsId, orderedResult, emptyResult, partition, nPartitions, networkAddress);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void reportResultPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws Exception {
+        CCNCFunctions.ReportResultPartitionWriteCompletionFunction fn = new CCNCFunctions.ReportResultPartitionWriteCompletionFunction(
+                jobId, rsId, partition);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void reportResultPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws Exception {
+        CCNCFunctions.ReportResultPartitionFailureFunction fn = new CCNCFunctions.ReportResultPartitionFailureFunction(
+                jobId, rsId, partition);
+        ipcHandle.send(-1, fn, null);
+    }
+
+    @Override
+    public void getNodeControllerInfos() throws Exception {
+        ipcHandle.send(-1, new CCNCFunctions.GetNodeControllersInfoFunction(), null);
+    }
+
+    @Override
+    public void notifyStateDump(String nodeId, String stateDumpId, String state) throws Exception {
+        CCNCFunctions.StateDumpResponseFunction fn = new CCNCFunctions.StateDumpResponseFunction(nodeId, stateDumpId,
+                state);
+        ipcHandle.send(-1, fn, null);
+    }
+    @Override
+    public void notifyShutdown(String nodeId) throws Exception{
+        CCNCFunctions.ShutdownResponseFunction sdrf = new CCNCFunctions.ShutdownResponseFunction(nodeId);
+        ipcHandle.send(-1,sdrf,null);
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
new file mode 100644
index 0000000..f7f73d7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/ipc/NodeControllerRemoteProxy.java
@@ -0,0 +1,104 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.ipc;
+
+import java.net.URL;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.base.INodeController;
+import org.apache.hyracks.control.common.job.TaskAttemptDescriptor;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+
+public class NodeControllerRemoteProxy implements INodeController {
+    private final IIPCHandle ipcHandle;
+
+    public NodeControllerRemoteProxy(IIPCHandle ipcHandle) {
+        this.ipcHandle = ipcHandle;
+    }
+
+    @Override
+    public void startTasks(DeploymentId deploymentId, JobId jobId, byte[] planBytes,
+            List<TaskAttemptDescriptor> taskDescriptors, Map<ConnectorDescriptorId, IConnectorPolicy> connectorPolicies,
+            EnumSet<JobFlag> flags) throws Exception {
+        CCNCFunctions.StartTasksFunction stf = new CCNCFunctions.StartTasksFunction(deploymentId, jobId, planBytes,
+                taskDescriptors, connectorPolicies, flags);
+        ipcHandle.send(-1, stf, null);
+    }
+
+    @Override
+    public void abortTasks(JobId jobId, List<TaskAttemptId> tasks) throws Exception {
+        CCNCFunctions.AbortTasksFunction atf = new CCNCFunctions.AbortTasksFunction(jobId, tasks);
+        ipcHandle.send(-1, atf, null);
+    }
+
+    @Override
+    public void cleanUpJoblet(JobId jobId, JobStatus status) throws Exception {
+        CCNCFunctions.CleanupJobletFunction cjf = new CCNCFunctions.CleanupJobletFunction(jobId, status);
+        ipcHandle.send(-1, cjf, null);
+    }
+
+    @Override
+    public void reportPartitionAvailability(PartitionId pid, NetworkAddress networkAddress) throws Exception {
+        CCNCFunctions.ReportPartitionAvailabilityFunction rpaf = new CCNCFunctions.ReportPartitionAvailabilityFunction(
+                pid, networkAddress);
+        ipcHandle.send(-1, rpaf, null);
+    }
+
+    @Override
+    public void deployBinary(DeploymentId deploymentId, List<URL> binaryURLs) throws Exception {
+        CCNCFunctions.DeployBinaryFunction rpaf = new CCNCFunctions.DeployBinaryFunction(deploymentId, binaryURLs);
+        ipcHandle.send(-1, rpaf, null);
+    }
+
+    @Override
+    public void undeployBinary(DeploymentId deploymentId) throws Exception {
+        CCNCFunctions.UnDeployBinaryFunction rpaf = new CCNCFunctions.UnDeployBinaryFunction(deploymentId);
+        ipcHandle.send(-1, rpaf, null);
+    }
+
+    @Override
+    public void dumpState(String stateDumpId) throws Exception {
+        CCNCFunctions.StateDumpRequestFunction dsf = new CCNCFunctions.StateDumpRequestFunction(stateDumpId);
+        ipcHandle.send(-1, dsf, null);
+    }
+
+    @Override
+    public void shutDown() throws Exception {
+        CCNCFunctions.ShutdownRequestFunction sdrf = new CCNCFunctions.ShutdownRequestFunction();
+        ipcHandle.send(-1, sdrf, null);
+    }
+
+    @Override
+    public void sendApplicationMessageToNC(byte[] data, DeploymentId deploymentId, String nodeId) throws Exception {
+        CCNCFunctions.SendApplicationMessageFunction fn = new CCNCFunctions.SendApplicationMessageFunction(data,
+                deploymentId, nodeId);
+        ipcHandle.send(-1, fn, null);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionDescriptor.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionDescriptor.java
new file mode 100644
index 0000000..15f3f2f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionDescriptor.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class PartitionDescriptor implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final PartitionId pid;
+
+    private final String nodeId;
+
+    private final TaskAttemptId producingTaskAttemptId;
+
+    private final boolean reusable;
+
+    private PartitionState state;
+
+    public PartitionDescriptor(PartitionId pid, String nodeId, TaskAttemptId producingTaskAttemptId, boolean reusable) {
+        this.pid = pid;
+        this.nodeId = nodeId;
+        this.producingTaskAttemptId = producingTaskAttemptId;
+        this.reusable = reusable;
+    }
+
+    public PartitionId getPartitionId() {
+        return pid;
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public TaskAttemptId getProducingTaskAttemptId() {
+        return producingTaskAttemptId;
+    }
+
+    public PartitionState getState() {
+        return state;
+    }
+
+    public void setState(PartitionState state) {
+        this.state = state;
+    }
+
+    public boolean isReusable() {
+        return reusable;
+    }
+
+    @Override
+    public String toString() {
+        return "[" + pid + ":" + nodeId + ":" + producingTaskAttemptId + (reusable ? "reusable" : "non-reusable") + " "
+                + state + "]";
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionRequest.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionRequest.java
new file mode 100644
index 0000000..45c0b7c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionRequest.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class PartitionRequest implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final PartitionId pid;
+
+    private final String requestingNodeId;
+
+    private final TaskAttemptId requestingTaskAttemptId;
+
+    private final PartitionState minState;
+
+    public PartitionRequest(PartitionId pid, String requestingNodeId, TaskAttemptId requestingTaskAttemptId,
+            PartitionState minState) {
+        this.pid = pid;
+        this.requestingNodeId = requestingNodeId;
+        this.requestingTaskAttemptId = requestingTaskAttemptId;
+        this.minState = minState;
+    }
+
+    public PartitionId getPartitionId() {
+        return pid;
+    }
+
+    public String getNodeId() {
+        return requestingNodeId;
+    }
+
+    public TaskAttemptId getRequestingTaskAttemptId() {
+        return requestingTaskAttemptId;
+    }
+
+    public PartitionState getMinimumState() {
+        return minState;
+    }
+
+    @Override
+    public String toString() {
+        return "[" + pid + ":" + requestingNodeId + ":" + requestingTaskAttemptId + ":" + minState + "]";
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionState.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionState.java
new file mode 100644
index 0000000..616f447
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/PartitionState.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job;
+
+public enum PartitionState {
+    STARTED,
+    COMMITTED;
+
+    public boolean isAtLeast(PartitionState minState) {
+        switch (this) {
+            case COMMITTED:
+                return true;
+
+            case STARTED:
+                return minState == STARTED;
+        }
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/TaskAttemptDescriptor.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/TaskAttemptDescriptor.java
new file mode 100644
index 0000000..83a54c0
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/TaskAttemptDescriptor.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.io.IWritable;
+
+public class TaskAttemptDescriptor implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private TaskAttemptId taId;
+
+    private int nPartitions;
+
+    private int[] nInputPartitions;
+
+    private int[] nOutputPartitions;
+
+    private NetworkAddress[][] inputPartitionLocations;
+
+    public static TaskAttemptDescriptor create(DataInput dis) throws IOException {
+        TaskAttemptDescriptor taskAttemptDescriptor = new TaskAttemptDescriptor();
+        taskAttemptDescriptor.readFields(dis);
+        return taskAttemptDescriptor;
+    }
+
+    private TaskAttemptDescriptor() {
+
+    }
+
+    public TaskAttemptDescriptor(TaskAttemptId taId, int nPartitions, int[] nInputPartitions, int[] nOutputPartitions) {
+        this.taId = taId;
+        this.nPartitions = nPartitions;
+        this.nInputPartitions = nInputPartitions;
+        this.nOutputPartitions = nOutputPartitions;
+    }
+
+    public TaskAttemptId getTaskAttemptId() {
+        return taId;
+    }
+
+    public int getPartitionCount() {
+        return nPartitions;
+    }
+
+    public int[] getInputPartitionCounts() {
+        return nInputPartitions;
+    }
+
+    public int[] getOutputPartitionCounts() {
+        return nOutputPartitions;
+    }
+
+    public void setInputPartitionLocations(NetworkAddress[][] inputPartitionLocations) {
+        this.inputPartitionLocations = inputPartitionLocations;
+    }
+
+    public NetworkAddress[][] getInputPartitionLocations() {
+        return inputPartitionLocations;
+    }
+
+    @Override
+    public String toString() {
+        return "TaskAttemptDescriptor[taId = " + taId + ", nPartitions = " + nPartitions + ", nInputPartitions = "
+                + Arrays.toString(nInputPartitions) + ", nOutputPartitions = " + Arrays.toString(nOutputPartitions)
+                + "]";
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        taId.writeFields(output);
+        output.writeInt(nPartitions);
+
+        output.writeInt(nInputPartitions == null ? -1 : nInputPartitions.length);
+        if (nInputPartitions != null) {
+            for (int i = 0; i < nInputPartitions.length; i++) {
+                output.writeInt(nInputPartitions[i]);
+            }
+        }
+
+        output.writeInt(nOutputPartitions == null ? -1 : nOutputPartitions.length);
+        if (nOutputPartitions != null) {
+            for (int i = 0; i < nOutputPartitions.length; i++) {
+                output.writeInt(nOutputPartitions[i]);
+            }
+        }
+
+        output.writeInt(inputPartitionLocations == null ? -1 : inputPartitionLocations.length);
+        if (inputPartitionLocations != null) {
+            for (int i = 0; i < inputPartitionLocations.length; i++) {
+                if (inputPartitionLocations[i] != null) {
+                    output.writeInt(inputPartitionLocations[i].length);
+                    for (int j = 0; j < inputPartitionLocations[i].length; j++) {
+                        inputPartitionLocations[i][j].writeFields(output);
+                    }
+                } else {
+                    output.writeInt(-1);
+                }
+            }
+        }
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        taId = TaskAttemptId.create(input);
+        nPartitions = input.readInt();
+
+        int inputCount = input.readInt();
+        if (inputCount >= 0) {
+            nInputPartitions = new int[inputCount];
+            for (int i = 0; i < nInputPartitions.length; i++) {
+                nInputPartitions[i] = input.readInt();
+            }
+        }
+
+        int outputCount = input.readInt();
+        if (outputCount >= 0) {
+            nOutputPartitions = new int[outputCount];
+            for (int i = 0; i < nOutputPartitions.length; i++) {
+                nOutputPartitions[i] = input.readInt();
+            }
+        }
+
+        int addrCount = input.readInt();
+        if (addrCount >= 0) {
+            inputPartitionLocations = new NetworkAddress[addrCount][];
+            for (int i = 0; i < inputPartitionLocations.length; i++) {
+                int columns = input.readInt();
+                if (columns >= 0) {
+                    inputPartitionLocations[i] = new NetworkAddress[columns];
+                    for (int j = 0; j < columns; j++) {
+                        inputPartitionLocations[i][j] = NetworkAddress.create(input);
+                    }
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/Counter.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/Counter.java
new file mode 100644
index 0000000..e914878
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/Counter.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.counters;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+
+public class Counter implements ICounter {
+    private final String name;
+    private final AtomicLong counter;
+
+    public Counter(String name) {
+        this.name = name;
+        counter = new AtomicLong();
+    }
+
+    @Override
+    public String getName() {
+        return name;
+    }
+
+    @Override
+    public long update(long delta) {
+        return counter.addAndGet(delta);
+    }
+
+    @Override
+    public long set(long value) {
+        long oldValue = counter.get();
+        counter.set(value);
+        return oldValue;
+    }
+
+    @Override
+    public long get() {
+        return counter.get();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/MultiResolutionEventProfiler.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/MultiResolutionEventProfiler.java
new file mode 100644
index 0000000..0bb803d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/counters/MultiResolutionEventProfiler.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.counters;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public class MultiResolutionEventProfiler implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private int[] times;
+
+    private long offset;
+
+    private int ptr;
+
+    private int resolution;
+
+    private int eventCounter;
+
+    public static MultiResolutionEventProfiler create(DataInput dis) throws IOException {
+        MultiResolutionEventProfiler multiResolutionEventProfiler = new MultiResolutionEventProfiler();
+        multiResolutionEventProfiler.readFields(dis);
+        return multiResolutionEventProfiler;
+    }
+
+    private MultiResolutionEventProfiler() {
+
+    }
+
+    public MultiResolutionEventProfiler(int nSamples) {
+        times = new int[nSamples];
+        offset = -1;
+        ptr = 0;
+        resolution = 1;
+        eventCounter = 0;
+    }
+
+    public void reportEvent() {
+        ++eventCounter;
+        if (eventCounter % resolution != 0) {
+            return;
+        }
+        if (ptr >= times.length) {
+            compact();
+            return;
+        }
+        eventCounter = 0;
+        long time = System.currentTimeMillis();
+        if (offset < 0) {
+            offset = time;
+        }
+        int value = (int) (time - offset);
+        times[ptr++] = value;
+    }
+
+    private void compact() {
+        for (int i = 1; i < ptr / 2; ++i) {
+            times[i] = times[i * 2];
+        }
+        resolution <<= 1;
+        ptr >>= 1;
+    }
+
+    public int getResolution() {
+        return resolution;
+    }
+
+    public int getCount() {
+        return ptr;
+    }
+
+    public int[] getSamples() {
+        return times;
+    }
+
+    public long getOffset() {
+        return offset;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeInt(eventCounter);
+        output.writeLong(offset);
+        output.writeInt(ptr);
+        output.writeInt(resolution);
+        output.writeInt(times.length);
+        for (int i = 0; i < times.length; i++) {
+            output.writeInt(times[i]);
+        }
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        eventCounter = input.readInt();
+        offset = input.readLong();
+        ptr = input.readInt();
+        resolution = input.readInt();
+        int nSamples = input.readInt();
+        times = new int[nSamples];
+        for (int i = 0; i < times.length; i++) {
+            times[i] = input.readInt();
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/AbstractProfile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/AbstractProfile.java
new file mode 100644
index 0000000..525be8c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/AbstractProfile.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.om;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.io.IWritable;
+
+public abstract class AbstractProfile implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    protected Map<String, Long> counters;
+
+    public AbstractProfile() {
+        counters = new HashMap<String, Long>();
+    }
+
+    public Map<String, Long> getCounters() {
+        return counters;
+    }
+
+    public abstract JSONObject toJSON() throws JSONException;
+
+    protected void populateCounters(JSONObject jo) throws JSONException {
+        JSONArray countersObj = new JSONArray();
+        for (Map.Entry<String, Long> e : counters.entrySet()) {
+            JSONObject jpe = new JSONObject();
+            jpe.put("name", e.getKey());
+            jpe.put("value", e.getValue());
+            countersObj.put(jpe);
+        }
+        jo.put("counters", countersObj);
+    }
+
+    protected void merge(AbstractProfile profile) {
+        counters.putAll(profile.counters);
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeInt(counters.size());
+        for (Entry<String, Long> entry : counters.entrySet()) {
+            output.writeUTF(entry.getKey());
+            output.writeLong(entry.getValue());
+        }
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        int size = input.readInt();
+        counters = new HashMap<String, Long>();
+        for (int i = 0; i < size; i++) {
+            String key = input.readUTF();
+            long value = input.readLong();
+            counters.put(key, value);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobProfile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobProfile.java
new file mode 100644
index 0000000..e8fec1b
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobProfile.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.om;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.job.JobId;
+
+public class JobProfile extends AbstractProfile {
+    private static final long serialVersionUID = 1L;
+
+    private JobId jobId;
+
+    private Map<String, JobletProfile> jobletProfiles;
+
+    public static JobProfile create(DataInput dis) throws IOException {
+        JobProfile jobProfile = new JobProfile();
+        jobProfile.readFields(dis);
+        return jobProfile;
+    }
+
+    private JobProfile() {
+
+    }
+
+    public JobProfile(JobId jobId) {
+        this.jobId = jobId;
+        jobletProfiles = new HashMap<String, JobletProfile>();
+    }
+
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public Map<String, JobletProfile> getJobletProfiles() {
+        return jobletProfiles;
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject json = new JSONObject();
+
+        json.put("job-id", jobId.toString());
+        populateCounters(json);
+        JSONArray jobletsArray = new JSONArray();
+        for (JobletProfile p : jobletProfiles.values()) {
+            jobletsArray.put(p.toJSON());
+        }
+        json.put("joblets", jobletsArray);
+
+        return json;
+    }
+
+    public void merge(JobProfile other) {
+        super.merge(this);
+        for (JobletProfile jp : other.jobletProfiles.values()) {
+            if (jobletProfiles.containsKey(jp.getNodeId())) {
+                jobletProfiles.get(jp.getNodeId()).merge(jp);
+            } else {
+                jobletProfiles.put(jp.getNodeId(), jp);
+            }
+        }
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        jobId = JobId.create(input);
+        int size = input.readInt();
+        jobletProfiles = new HashMap<String, JobletProfile>();
+        for (int i = 0; i < size; i++) {
+            String key = input.readUTF();
+            JobletProfile value = JobletProfile.create(input);
+            jobletProfiles.put(key, value);
+        }
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        jobId.writeFields(output);
+        output.writeInt(jobletProfiles.size());
+        for (Entry<String, JobletProfile> entry : jobletProfiles.entrySet()) {
+            output.writeUTF(entry.getKey());
+            entry.getValue().writeFields(output);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobletProfile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobletProfile.java
new file mode 100644
index 0000000..33d5a6c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/JobletProfile.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.om;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+
+public class JobletProfile extends AbstractProfile {
+    private static final long serialVersionUID = 1L;
+
+    private String nodeId;
+
+    private Map<TaskAttemptId, TaskProfile> taskProfiles;
+
+    public static JobletProfile create(DataInput dis) throws IOException {
+        JobletProfile jobletProfile = new JobletProfile();
+        jobletProfile.readFields(dis);
+        return jobletProfile;
+    }
+
+    private JobletProfile() {
+
+    }
+
+    public JobletProfile(String nodeId) {
+        this.nodeId = nodeId;
+        taskProfiles = new HashMap<TaskAttemptId, TaskProfile>();
+    }
+
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public Map<TaskAttemptId, TaskProfile> getTaskProfiles() {
+        return taskProfiles;
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject json = new JSONObject();
+
+        json.put("node-id", nodeId.toString());
+        populateCounters(json);
+        JSONArray tasks = new JSONArray();
+        for (TaskProfile p : taskProfiles.values()) {
+            tasks.put(p.toJSON());
+        }
+        json.put("tasks", tasks);
+
+        return json;
+    }
+
+    public void merge(JobletProfile jp) {
+        super.merge(this);
+        for (TaskProfile tp : jp.taskProfiles.values()) {
+            if (taskProfiles.containsKey(tp.getTaskId())) {
+                taskProfiles.get(tp.getTaskId()).merge(tp);
+            } else {
+                taskProfiles.put(tp.getTaskId(), tp);
+            }
+        }
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        super.readFields(input);
+        nodeId = input.readUTF();
+        int size = input.readInt();
+        taskProfiles = new HashMap<TaskAttemptId, TaskProfile>();
+        for (int i = 0; i < size; i++) {
+            TaskAttemptId key = TaskAttemptId.create(input);
+            TaskProfile value = TaskProfile.create(input);
+            taskProfiles.put(key, value);
+        }
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        super.writeFields(output);
+        output.writeUTF(nodeId);
+        output.writeInt(taskProfiles.size());
+        for (Entry<TaskAttemptId, TaskProfile> entry : taskProfiles.entrySet()) {
+            entry.getKey().writeFields(output);
+            entry.getValue().writeFields(output);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/PartitionProfile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/PartitionProfile.java
new file mode 100644
index 0000000..9552a26
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/PartitionProfile.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.om;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.IWritable;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.profiling.counters.MultiResolutionEventProfiler;
+
+public class PartitionProfile implements IWritable, Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private PartitionId pid;
+
+    private long openTime;
+
+    private long closeTime;
+
+    private MultiResolutionEventProfiler mrep;
+
+    public static PartitionProfile create(DataInput dis) throws IOException {
+        PartitionProfile partitionProfile = new PartitionProfile();
+        partitionProfile.readFields(dis);
+        return partitionProfile;
+    }
+
+    private PartitionProfile() {
+
+    }
+
+    public PartitionProfile(PartitionId pid, long openTime, long closeTime, MultiResolutionEventProfiler mrep) {
+        this.pid = pid;
+        this.openTime = openTime;
+        this.closeTime = closeTime;
+        this.mrep = mrep;
+    }
+
+    public PartitionId getPartitionId() {
+        return pid;
+    }
+
+    public long getOpenTime() {
+        return openTime;
+    }
+
+    public long getCloseTime() {
+        return closeTime;
+    }
+
+    public MultiResolutionEventProfiler getSamples() {
+        return mrep;
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        output.writeLong(closeTime);
+        output.writeLong(openTime);
+        mrep.writeFields(output);
+        pid.writeFields(output);
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        closeTime = input.readLong();
+        openTime = input.readLong();
+        mrep = MultiResolutionEventProfiler.create(input);
+        pid = PartitionId.create(input);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/TaskProfile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/TaskProfile.java
new file mode 100644
index 0000000..a77c56f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/job/profiling/om/TaskProfile.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.job.profiling.om;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.json.JSONArray;
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.profiling.counters.MultiResolutionEventProfiler;
+
+public class TaskProfile extends AbstractProfile {
+    private static final long serialVersionUID = 1L;
+
+    private TaskAttemptId taskAttemptId;
+
+    private Map<PartitionId, PartitionProfile> partitionSendProfile;
+
+    public static TaskProfile create(DataInput dis) throws IOException {
+        TaskProfile taskProfile = new TaskProfile();
+        taskProfile.readFields(dis);
+        return taskProfile;
+    }
+
+    private TaskProfile() {
+
+    }
+
+    public TaskProfile(TaskAttemptId taskAttemptId, Map<PartitionId, PartitionProfile> partitionSendProfile) {
+        this.taskAttemptId = taskAttemptId;
+        this.partitionSendProfile = new HashMap<PartitionId, PartitionProfile>(partitionSendProfile);
+    }
+
+    public TaskAttemptId getTaskId() {
+        return taskAttemptId;
+    }
+
+    public Map<PartitionId, PartitionProfile> getPartitionSendProfile() {
+        return partitionSendProfile;
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject json = new JSONObject();
+
+        json.put("activity-id", taskAttemptId.getTaskId().getActivityId().toString());
+        json.put("partition", taskAttemptId.getTaskId().getPartition());
+        json.put("attempt", taskAttemptId.getAttempt());
+        if (partitionSendProfile != null) {
+            JSONArray pspArray = new JSONArray();
+            for (PartitionProfile pp : partitionSendProfile.values()) {
+                JSONObject ppObj = new JSONObject();
+                PartitionId pid = pp.getPartitionId();
+                JSONObject pidObj = new JSONObject();
+                pidObj.put("job-id", pid.getJobId());
+                pidObj.put("connector-id", pid.getConnectorDescriptorId());
+                pidObj.put("sender-index", pid.getSenderIndex());
+                pidObj.put("receiver-index", pid.getReceiverIndex());
+                ppObj.put("partition-id", pidObj);
+                ppObj.put("open-time", pp.getOpenTime());
+                ppObj.put("close-time", pp.getCloseTime());
+                MultiResolutionEventProfiler samples = pp.getSamples();
+                ppObj.put("offset", samples.getOffset());
+                int resolution = samples.getResolution();
+                int sampleCount = samples.getCount();
+                JSONArray ftA = new JSONArray();
+                int[] ft = samples.getSamples();
+                for (int i = 0; i < sampleCount; ++i) {
+                    ftA.put(ft[i]);
+                }
+                ppObj.put("frame-times", ftA);
+                ppObj.put("resolution", resolution);
+                pspArray.put(ppObj);
+            }
+            json.put("partition-send-profile", pspArray);
+        }
+        populateCounters(json);
+
+        return json;
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        super.readFields(input);
+        taskAttemptId = TaskAttemptId.create(input);
+        int size = input.readInt();
+        partitionSendProfile = new HashMap<PartitionId, PartitionProfile>();
+        for (int i = 0; i < size; i++) {
+            PartitionId key = PartitionId.create(input);
+            PartitionProfile value = PartitionProfile.create(input);
+            partitionSendProfile.put(key, value);
+        }
+    }
+
+    @Override
+    public void writeFields(DataOutput output) throws IOException {
+        super.writeFields(output);
+        taskAttemptId.writeFields(output);
+        output.writeInt(partitionSendProfile.size());
+        for (Entry<PartitionId, PartitionProfile> entry : partitionSendProfile.entrySet()) {
+            entry.getKey().writeFields(output);
+            entry.getValue().writeFields(output);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/logs/LogFile.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/logs/LogFile.java
new file mode 100644
index 0000000..7eb0674
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/logs/LogFile.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.logs;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.PrintWriter;
+
+import org.json.JSONObject;
+
+public class LogFile {
+    private final File root;
+
+    private PrintWriter out;
+
+    public LogFile(File root) {
+        this.root = root;
+    }
+
+    public void open() throws Exception {
+        root.mkdirs();
+        out = new PrintWriter(new FileOutputStream(new File(root, String.valueOf(System.currentTimeMillis()) + ".log"),
+                true));
+    }
+
+    public void log(JSONObject object) throws Exception {
+        out.println(object.toString(1));
+        out.flush();
+    }
+
+    public void close() {
+        out.flush();
+        out.close();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/IShutdownStatusConditionVariable.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/IShutdownStatusConditionVariable.java
new file mode 100644
index 0000000..26351e2
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/IShutdownStatusConditionVariable.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.shutdown;
+
+public interface IShutdownStatusConditionVariable {
+    /**
+     * @return true if all nodes ack shutdown
+     * @throws Exception
+     */
+    public boolean waitForCompletion() throws Exception;
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/ShutdownRun.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/ShutdownRun.java
new file mode 100644
index 0000000..6912892
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/shutdown/ShutdownRun.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.common.shutdown;
+
+import java.util.Set;
+import java.util.TreeSet;
+
+public class ShutdownRun implements IShutdownStatusConditionVariable{
+
+    private final Set<String> shutdownNodeIds = new TreeSet<String>();
+    private boolean shutdownSuccess = false;
+    private static final int SHUTDOWN_TIMER_MS = 10000; //10 seconds
+
+    public ShutdownRun(Set<String> nodeIds) {
+        shutdownNodeIds.addAll(nodeIds);
+    }
+
+    /**
+     * Notify that a node is shutting down.
+     *
+     * @param nodeId
+     * @param status
+     */
+    public synchronized void notifyShutdown(String nodeId) {
+        shutdownNodeIds.remove(nodeId);
+        if (shutdownNodeIds.size() == 0) {
+            shutdownSuccess = true;
+            notifyAll();
+        }
+    }
+
+    @Override
+    public synchronized boolean waitForCompletion() throws Exception {
+        /*
+         * Either be woken up when we're done, or default to fail.
+         */
+        wait(SHUTDOWN_TIMER_MS);
+        return shutdownSuccess;
+    }
+
+    public synchronized Set<String> getRemainingNodes(){
+        return shutdownNodeIds;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/utils/ExceptionUtils.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/utils/ExceptionUtils.java
new file mode 100644
index 0000000..5389382b
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/utils/ExceptionUtils.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.utils;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * @author yingyib
+ */
+public class ExceptionUtils {
+
+    public static List<Exception> getActualExceptions(List<Exception> allExceptions) {
+        List<Exception> exceptions = new ArrayList<Exception>();
+        for (Exception exception : allExceptions) {
+            if (possibleRootCause(exception)) {
+                exceptions.add(exception);
+            }
+        }
+        return exceptions;
+    }
+
+    public static void setNodeIds(Collection<Exception> exceptions, String nodeId) {
+        List<Exception> newExceptions = new ArrayList<Exception>();
+        for (Exception e : exceptions) {
+            HyracksDataException newException = new HyracksDataException(e);
+            newException.setNodeId(nodeId);
+            newExceptions.add(newException);
+        }
+        exceptions.clear();
+        exceptions.addAll(newExceptions);
+    }
+
+    private static boolean possibleRootCause(Throwable exception) {
+        Throwable cause = exception;
+        while ((cause = cause.getCause()) != null) {
+            if (cause instanceof java.lang.InterruptedException
+                    || cause instanceof java.nio.channels.ClosedChannelException) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/AbstractWork.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/AbstractWork.java
new file mode 100644
index 0000000..9376370
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/AbstractWork.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+import java.util.logging.Level;
+
+public abstract class AbstractWork implements Runnable {
+    public Level logLevel() {
+        return Level.INFO;
+    }
+
+    public String getName() {
+        final String className = getClass().getName();
+        final int endIndex = className.endsWith("Work") ? className.length() - 4 : className.length();
+        return className.substring(className.lastIndexOf('.') + 1, endIndex);
+    }
+
+    @Override
+    public String toString() {
+        return getName();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/FutureValue.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/FutureValue.java
new file mode 100644
index 0000000..150e0e8
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/FutureValue.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+public class FutureValue<T> implements IResultCallback<T> {
+    private boolean done;
+
+    private T value;
+
+    private Exception e;
+
+    public FutureValue() {
+        done = false;
+        value = null;
+        e = null;
+    }
+
+    @Override
+    public synchronized void setValue(T value) {
+        done = true;
+        this.value = value;
+        e = null;
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void setException(Exception e) {
+        done = true;
+        this.e = e;
+        value = null;
+        notifyAll();
+    }
+
+    public synchronized void reset() {
+        done = false;
+        value = null;
+        e = null;
+        notifyAll();
+    }
+
+    public synchronized T get() throws Exception {
+        while (!done) {
+            wait();
+        }
+        if (e != null) {
+            throw e;
+        }
+        return value;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IPCResponder.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IPCResponder.java
new file mode 100644
index 0000000..dd9aa34
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IPCResponder.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class IPCResponder<T> implements IResultCallback<T> {
+    private final IIPCHandle handle;
+
+    private final long rmid;
+
+    public IPCResponder(IIPCHandle handle, long rmid) {
+        this.handle = handle;
+        this.rmid = rmid;
+    }
+
+    @Override
+    public void setValue(T result) {
+        try {
+            handle.send(rmid, result, null);
+        } catch (IPCException e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public void setException(Exception e) {
+        try {
+            handle.send(rmid, null, e);
+        } catch (IPCException e1) {
+            e1.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IResultCallback.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IResultCallback.java
new file mode 100644
index 0000000..0ccaf1d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/IResultCallback.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+public interface IResultCallback<T> {
+    public void setValue(T result);
+
+    public void setException(Exception e);
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/SynchronizableWork.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/SynchronizableWork.java
new file mode 100644
index 0000000..02a789a
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/SynchronizableWork.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+public abstract class SynchronizableWork extends AbstractWork {
+    private boolean done;
+
+    private Exception e;
+
+    protected abstract void doRun() throws Exception;
+
+    public void init() {
+        done = false;
+        e = null;
+    }
+
+    @Override
+    public final void run() {
+        try {
+            doRun();
+        } catch (Exception e) {
+            this.e = e;
+        } finally {
+            synchronized (this) {
+                done = true;
+                notifyAll();
+            }
+        }
+    }
+
+    public final synchronized void sync() throws Exception {
+        while (!done) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw e;
+            }
+        }
+        if (e != null) {
+            throw e;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/WorkQueue.java b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/WorkQueue.java
new file mode 100644
index 0000000..7786db7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-common/src/main/java/org/apache/hyracks/control/common/work/WorkQueue.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.common.work;
+
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.Semaphore;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+
+public class WorkQueue {
+    private static final Logger LOGGER = Logger.getLogger(WorkQueue.class.getName());
+    private static final Level COUNT_LOGGING_LEVEL = Level.FINEST;
+
+    private final LinkedBlockingQueue<AbstractWork> queue;
+    private final WorkerThread thread;
+    private final Semaphore stopSemaphore;
+    private boolean stopped;
+    private AtomicInteger enqueueCount;
+    private AtomicInteger dequeueCount;
+    private int threadPriority = Thread.MAX_PRIORITY;
+
+    public WorkQueue(int threadPriority) {
+        if (threadPriority != Thread.MAX_PRIORITY && threadPriority != Thread.NORM_PRIORITY
+                && threadPriority != Thread.MIN_PRIORITY) {
+            throw new IllegalArgumentException("Illegal thread priority number.");
+        }
+        this.threadPriority = threadPriority;
+        queue = new LinkedBlockingQueue<AbstractWork>();
+        thread = new WorkerThread();
+        stopSemaphore = new Semaphore(1);
+        stopped = true;
+        if (LOGGER.isLoggable(COUNT_LOGGING_LEVEL)) {
+            enqueueCount = new AtomicInteger(0);
+            dequeueCount = new AtomicInteger(0);
+        }
+    }
+
+    public void start() throws HyracksException {
+        try {
+            stopSemaphore.acquire();
+        } catch (InterruptedException e) {
+            throw new HyracksException(e);
+        }
+        if (LOGGER.isLoggable(COUNT_LOGGING_LEVEL)) {
+            enqueueCount.set(0);
+            dequeueCount.set(0);
+        }
+        stopped = false;
+        thread.start();
+    }
+
+    public void stop() throws HyracksException {
+        synchronized (this) {
+            stopped = true;
+        }
+        schedule(new AbstractWork() {
+            @Override
+            public void run() {
+            }
+        });
+        try {
+            stopSemaphore.acquire();
+        } catch (InterruptedException e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    public void schedule(AbstractWork event) {
+        if (LOGGER.isLoggable(COUNT_LOGGING_LEVEL)) {
+            LOGGER.log(COUNT_LOGGING_LEVEL, "Enqueue (" + hashCode() + "): " + enqueueCount.incrementAndGet());
+        }
+        if (LOGGER.isLoggable(Level.FINER)) {
+            LOGGER.finer("Scheduling: " + event);
+        }
+        queue.offer(event);
+    }
+
+    public void scheduleAndSync(SynchronizableWork sRunnable) throws Exception {
+        schedule(sRunnable);
+        sRunnable.sync();
+    }
+
+    private class WorkerThread extends Thread {
+        WorkerThread() {
+            setDaemon(true);
+            setPriority(threadPriority);
+        }
+
+        @Override
+        public void run() {
+            try {
+                AbstractWork r;
+                while (true) {
+                    synchronized (WorkQueue.this) {
+                        if (stopped) {
+                            return;
+                        }
+                    }
+                    try {
+                        r = queue.take();
+                    } catch (InterruptedException e) {
+                        continue;
+                    }
+                    if (LOGGER.isLoggable(COUNT_LOGGING_LEVEL)) {
+                        LOGGER.log(COUNT_LOGGING_LEVEL,
+                                "Dequeue (" + WorkQueue.this.hashCode() + "): " + dequeueCount.incrementAndGet() + "/"
+                                        + enqueueCount);
+                    }
+                    try {
+                        if (LOGGER.isLoggable(r.logLevel())) {
+                            LOGGER.log(r.logLevel(), "Executing: " + r);
+                        }
+                        r.run();
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            } finally {
+                stopSemaphore.release();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/pom.xml b/hyracks/hyracks-control/hyracks-control-nc/pom.xml
new file mode 100644
index 0000000..e59262f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/pom.xml
@@ -0,0 +1,61 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-control-nc</artifactId>
+  <name>hyracks-control-nc</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-control</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-net</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-comm</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  </dependencies>
+  <reporting>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>findbugs-maven-plugin</artifactId>
+        <version>2.0.1</version>
+      </plugin>
+    </plugins>
+  </reporting>
+</project>
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java
new file mode 100644
index 0000000..7412e36
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Joblet.java
@@ -0,0 +1,345 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc;
+
+import java.nio.ByteBuffer;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Hashtable;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicLong;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.IGlobalJobDataFactory;
+import org.apache.hyracks.api.job.IJobletEventListener;
+import org.apache.hyracks.api.job.IJobletEventListenerFactory;
+import org.apache.hyracks.api.job.IOperatorEnvironment;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.job.PartitionRequest;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.common.job.profiling.counters.Counter;
+import org.apache.hyracks.control.common.job.profiling.om.JobletProfile;
+import org.apache.hyracks.control.common.job.profiling.om.PartitionProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+import org.apache.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+
+public class Joblet implements IHyracksJobletContext, ICounterContext {
+    private static final Logger LOGGER = Logger.getLogger(Joblet.class.getName());
+
+    private final NodeControllerService nodeController;
+
+    private final INCApplicationContext appCtx;
+
+    private final DeploymentId deploymentId;
+
+    private final JobId jobId;
+
+    private final ActivityClusterGraph acg;
+
+    private final Map<PartitionId, IPartitionCollector> partitionRequestMap;
+
+    private final IOperatorEnvironment env;
+
+    private final Map<Object, IStateObject> stateObjectMap;
+
+    private final Map<TaskAttemptId, Task> taskMap;
+
+    private final Map<String, Counter> counterMap;
+
+    private final DefaultDeallocatableRegistry deallocatableRegistry;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final Object globalJobData;
+
+    private final IJobletEventListener jobletEventListener;
+
+    private final FrameManager frameManager;
+
+    private final AtomicLong memoryAllocation;
+
+    private JobStatus cleanupStatus;
+
+    private boolean cleanupPending;
+
+    public Joblet(NodeControllerService nodeController, DeploymentId deploymentId, JobId jobId,
+            INCApplicationContext appCtx, ActivityClusterGraph acg) {
+        this.nodeController = nodeController;
+        this.appCtx = appCtx;
+        this.deploymentId = deploymentId;
+        this.jobId = jobId;
+        this.frameManager = new FrameManager(acg.getFrameSize());
+        memoryAllocation = new AtomicLong();
+        this.acg = acg;
+        partitionRequestMap = new HashMap<PartitionId, IPartitionCollector>();
+        env = new OperatorEnvironmentImpl(nodeController.getId());
+        stateObjectMap = new HashMap<Object, IStateObject>();
+        taskMap = new HashMap<TaskAttemptId, Task>();
+        counterMap = new HashMap<String, Counter>();
+        deallocatableRegistry = new DefaultDeallocatableRegistry();
+        fileFactory = new WorkspaceFileFactory(this, (IOManager) appCtx.getRootContext().getIOManager());
+        cleanupPending = false;
+        IJobletEventListenerFactory jelf = acg.getJobletEventListenerFactory();
+        if (jelf != null) {
+            IJobletEventListener listener = jelf.createListener(this);
+            this.jobletEventListener = listener;
+            listener.jobletStart();
+        } else {
+            jobletEventListener = null;
+        }
+        IGlobalJobDataFactory gjdf = acg.getGlobalJobDataFactory();
+        globalJobData = gjdf != null ? gjdf.createGlobalJobData(this) : null;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    public ActivityClusterGraph getActivityClusterGraph() {
+        return acg;
+    }
+
+    public IOperatorEnvironment getEnvironment() {
+        return env;
+    }
+
+    public void addTask(Task task) {
+        taskMap.put(task.getTaskAttemptId(), task);
+    }
+
+    public void removeTask(Task task) {
+        taskMap.remove(task.getTaskAttemptId());
+        if (cleanupPending && taskMap.isEmpty()) {
+            performCleanup();
+        }
+    }
+
+    public Map<TaskAttemptId, Task> getTaskMap() {
+        return taskMap;
+    }
+
+    private final class OperatorEnvironmentImpl implements IOperatorEnvironment {
+        private final String nodeId;
+
+        public OperatorEnvironmentImpl(String nodeId) {
+            this.nodeId = nodeId;
+        }
+
+        public String toString() {
+            return super.toString() + "@" + nodeId;
+        }
+
+        @Override
+        public synchronized void setStateObject(IStateObject taskState) {
+            stateObjectMap.put(taskState.getId(), taskState);
+        }
+
+        @Override
+        public synchronized IStateObject getStateObject(Object id) {
+            return stateObjectMap.get(id);
+        }
+    }
+
+    public NodeControllerService getNodeController() {
+        return nodeController;
+    }
+
+    public void dumpProfile(JobletProfile jProfile) {
+        Map<String, Long> counters = jProfile.getCounters();
+        for (Map.Entry<String, Counter> e : counterMap.entrySet()) {
+            counters.put(e.getKey(), e.getValue().get());
+        }
+        for (Task task : taskMap.values()) {
+            TaskProfile taskProfile = new TaskProfile(task.getTaskAttemptId(),
+                    new Hashtable<PartitionId, PartitionProfile>(task.getPartitionSendProfile()));
+            task.dumpProfile(taskProfile);
+            jProfile.getTaskProfiles().put(task.getTaskAttemptId(), taskProfile);
+        }
+    }
+
+    @Override
+    public INCApplicationContext getApplicationContext() {
+        return appCtx;
+    }
+
+    @Override
+    public ICounterContext getCounterContext() {
+        return this;
+    }
+
+    @Override
+    public void registerDeallocatable(IDeallocatable deallocatable) {
+        deallocatableRegistry.registerDeallocatable(deallocatable);
+    }
+
+    public void close() {
+        long stillAllocated = memoryAllocation.get();
+        if (stillAllocated > 0) {
+            LOGGER.warning("Freeing leaked " + stillAllocated + " bytes");
+            appCtx.getMemoryManager().deallocate(stillAllocated);
+        }
+        nodeController.getExecutorService().execute(new Runnable() {
+            @Override
+            public void run() {
+                deallocatableRegistry.close();
+            }
+        });
+    }
+
+    ByteBuffer allocateFrame() throws HyracksDataException {
+        return frameManager.allocateFrame();
+    }
+
+    ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+        if (appCtx.getMemoryManager().allocate(bytes)) {
+            memoryAllocation.addAndGet(bytes);
+            return frameManager.allocateFrame(bytes);
+       }
+        throw new HyracksDataException("Unable to allocate frame: Not enough memory");
+    }
+
+    ByteBuffer reallocateFrame(ByteBuffer usedBuffer, int newFrameSizeInBytes, boolean copyOldData)
+            throws HyracksDataException {
+        return frameManager.reallocateFrame(usedBuffer, newFrameSizeInBytes, copyOldData);
+    }
+
+    void deallocateFrames(int bytes) {
+        memoryAllocation.addAndGet(bytes);
+        appCtx.getMemoryManager().deallocate(bytes);
+        frameManager.deallocateFrames(bytes);
+    }
+
+    public final int getFrameSize() {
+        return frameManager.getInitialFrameSize();
+    }
+
+    public IIOManager getIOManager() {
+        return appCtx.getRootContext().getIOManager();
+    }
+
+    @Override
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createManagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createUnmanagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public synchronized ICounter getCounter(String name, boolean create) {
+        Counter counter = counterMap.get(name);
+        if (counter == null && create) {
+            counter = new Counter(name);
+            counterMap.put(name, counter);
+        }
+        return counter;
+    }
+
+    @Override
+    public Object getGlobalJobData() {
+        return globalJobData;
+    }
+
+    public IJobletEventListener getJobletEventListener() {
+        return jobletEventListener;
+    }
+
+    public synchronized void advertisePartitionRequest(TaskAttemptId taId, Collection<PartitionId> pids,
+            IPartitionCollector collector, PartitionState minState) throws Exception {
+        for (PartitionId pid : pids) {
+            partitionRequestMap.put(pid, collector);
+            PartitionRequest req = new PartitionRequest(pid, nodeController.getId(), taId, minState);
+            nodeController.getClusterController().registerPartitionRequest(req);
+        }
+    }
+
+    public synchronized void reportPartitionAvailability(PartitionChannel channel) throws HyracksException {
+        IPartitionCollector collector = partitionRequestMap.get(channel.getPartitionId());
+        if (collector != null) {
+            collector.addPartitions(Collections.singleton(channel));
+        }
+    }
+
+    public void cleanup(JobStatus status) {
+        cleanupStatus = status;
+        cleanupPending = true;
+        if (taskMap.isEmpty()) {
+            performCleanup();
+        }
+    }
+
+    private void performCleanup() {
+        nodeController.getJobletMap().remove(jobId);
+        IJobletEventListener listener = getJobletEventListener();
+        if (listener != null) {
+            listener.jobletFinish(cleanupStatus);
+        }
+        close();
+        cleanupPending = false;
+        try {
+            nodeController.getClusterController().notifyJobletCleanup(jobId, nodeController.getId());
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public Class<?> loadClass(String className) {
+        try {
+            return DeploymentUtils.loadClass(className, deploymentId, appCtx);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Override
+    public ClassLoader getClassLoader() {
+        try {
+            return DeploymentUtils.getClassLoader(deploymentId, appCtx);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NCDriver.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NCDriver.java
new file mode 100644
index 0000000..db759cb
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NCDriver.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.kohsuke.args4j.CmdLineParser;
+
+import org.apache.hyracks.control.common.controllers.NCConfig;
+
+public class NCDriver {
+    private static final Logger LOGGER = Logger.getLogger(NCDriver.class.getName());
+
+    public static void main(String args[]) throws Exception {
+        try {
+            NCConfig ncConfig = new NCConfig();
+            CmdLineParser cp = new CmdLineParser(ncConfig);
+            try {
+                cp.parseArgument(args);
+            } catch (Exception e) {
+                System.err.println(e.getMessage());
+                cp.printUsage(System.err);
+                return;
+            }
+
+            final NodeControllerService nService = new NodeControllerService(ncConfig);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.severe("Setting uncaught exception handler " + nService.getLifeCycleComponentManager());
+            }
+            Thread.currentThread().setUncaughtExceptionHandler(nService.getLifeCycleComponentManager());
+            nService.start();
+            Runtime.getRuntime().addShutdownHook(new Thread() {
+                @Override
+                public void run() {
+                    try {
+                        nService.stop();
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                }
+            });
+            while (true) {
+                Thread.sleep(10000);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            System.exit(1);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java
new file mode 100644
index 0000000..7b5758c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/NodeControllerService.java
@@ -0,0 +1,594 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc;
+
+import java.io.File;
+import java.lang.management.GarbageCollectorMXBean;
+import java.lang.management.ManagementFactory;
+import java.lang.management.MemoryMXBean;
+import java.lang.management.MemoryUsage;
+import java.lang.management.OperatingSystemMXBean;
+import java.lang.management.RuntimeMXBean;
+import java.lang.management.ThreadMXBean;
+import java.lang.reflect.Field;
+import java.net.InetSocketAddress;
+import java.util.ArrayList;
+import java.util.Hashtable;
+import java.util.List;
+import java.util.Map;
+import java.util.StringTokenizer;
+import java.util.Timer;
+import java.util.TimerTask;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.TimeUnit;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.lang3.mutable.Mutable;
+import org.apache.commons.lang3.mutable.MutableObject;
+import org.apache.hyracks.api.application.INCApplicationEntryPoint;
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponentManager;
+import org.apache.hyracks.api.lifecycle.LifeCycleComponentManager;
+import org.apache.hyracks.api.service.IControllerService;
+import org.apache.hyracks.control.common.base.IClusterController;
+import org.apache.hyracks.control.common.context.ServerContext;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.common.controllers.NodeParameters;
+import org.apache.hyracks.control.common.controllers.NodeRegistration;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatData;
+import org.apache.hyracks.control.common.heartbeat.HeartbeatSchema;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions;
+import org.apache.hyracks.control.common.ipc.CCNCFunctions.StateDumpRequestFunction;
+import org.apache.hyracks.control.common.ipc.ClusterControllerRemoteProxy;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.work.FutureValue;
+import org.apache.hyracks.control.common.work.WorkQueue;
+import org.apache.hyracks.control.nc.application.NCApplicationContext;
+import org.apache.hyracks.control.nc.dataset.DatasetPartitionManager;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.profiling.IIOCounter;
+import org.apache.hyracks.control.nc.io.profiling.IOCounterFactory;
+import org.apache.hyracks.control.nc.net.DatasetNetworkManager;
+import org.apache.hyracks.control.nc.net.NetworkManager;
+import org.apache.hyracks.control.nc.partitions.PartitionManager;
+import org.apache.hyracks.control.nc.resources.memory.MemoryManager;
+import org.apache.hyracks.control.nc.runtime.RootHyracksContext;
+import org.apache.hyracks.control.nc.work.AbortTasksWork;
+import org.apache.hyracks.control.nc.work.ApplicationMessageWork;
+import org.apache.hyracks.control.nc.work.BuildJobProfilesWork;
+import org.apache.hyracks.control.nc.work.CleanupJobletWork;
+import org.apache.hyracks.control.nc.work.DeployBinaryWork;
+import org.apache.hyracks.control.nc.work.ReportPartitionAvailabilityWork;
+import org.apache.hyracks.control.nc.work.ShutdownWork;
+import org.apache.hyracks.control.nc.work.StartTasksWork;
+import org.apache.hyracks.control.nc.work.StateDumpWork;
+import org.apache.hyracks.control.nc.work.UnDeployBinaryWork;
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.IIPCI;
+import org.apache.hyracks.ipc.api.IPCPerformanceCounters;
+import org.apache.hyracks.ipc.impl.IPCSystem;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class NodeControllerService implements IControllerService {
+    private static Logger LOGGER = Logger.getLogger(NodeControllerService.class.getName());
+
+    private static final double MEMORY_FUDGE_FACTOR = 0.8;
+
+    private NCConfig ncConfig;
+
+    private final String id;
+
+    private final IHyracksRootContext ctx;
+
+    private final IPCSystem ipc;
+
+    private final PartitionManager partitionManager;
+
+    private final NetworkManager netManager;
+
+    private IDatasetPartitionManager datasetPartitionManager;
+
+    private DatasetNetworkManager datasetNetworkManager;
+
+    private final WorkQueue queue;
+
+    private final Timer timer;
+
+    private boolean registrationPending;
+
+    private Exception registrationException;
+
+    private IClusterController ccs;
+
+    private final Map<JobId, Joblet> jobletMap;
+
+    private ExecutorService executor;
+
+    private NodeParameters nodeParameters;
+
+    private HeartbeatTask heartbeatTask;
+
+    private final ServerContext serverCtx;
+
+    private NCApplicationContext appCtx;
+
+    private INCApplicationEntryPoint ncAppEntryPoint;
+
+    private final ILifeCycleComponentManager lccm;
+
+    private final MemoryMXBean memoryMXBean;
+
+    private final List<GarbageCollectorMXBean> gcMXBeans;
+
+    private final ThreadMXBean threadMXBean;
+
+    private final RuntimeMXBean runtimeMXBean;
+
+    private final OperatingSystemMXBean osMXBean;
+
+    private final Mutable<FutureValue<Map<String, NodeControllerInfo>>> getNodeControllerInfosAcceptor;
+
+    private final MemoryManager memoryManager;
+
+    private boolean shuttedDown = false;
+
+    private IIOCounter ioCounter;
+
+    public NodeControllerService(NCConfig ncConfig) throws Exception {
+        this.ncConfig = ncConfig;
+        id = ncConfig.nodeId;
+        NodeControllerIPCI ipci = new NodeControllerIPCI();
+        ipc = new IPCSystem(new InetSocketAddress(ncConfig.clusterNetIPAddress, ncConfig.clusterNetPort), ipci,
+                new CCNCFunctions.SerializerDeserializer());
+
+        this.ctx = new RootHyracksContext(this, new IOManager(getDevices(ncConfig.ioDevices)));
+        if (id == null) {
+            throw new Exception("id not set");
+        }
+        partitionManager = new PartitionManager(this);
+        netManager = new NetworkManager(ncConfig.dataIPAddress, ncConfig.dataPort, partitionManager,
+                ncConfig.nNetThreads, ncConfig.nNetBuffers, ncConfig.dataPublicIPAddress, ncConfig.dataPublicPort);
+
+        lccm = new LifeCycleComponentManager();
+        queue = new WorkQueue(Thread.NORM_PRIORITY); // Reserves MAX_PRIORITY of the heartbeat thread.
+        jobletMap = new Hashtable<JobId, Joblet>();
+        timer = new Timer(true);
+        serverCtx = new ServerContext(ServerContext.ServerType.NODE_CONTROLLER,
+                new File(new File(NodeControllerService.class.getName()), id));
+        memoryMXBean = ManagementFactory.getMemoryMXBean();
+        gcMXBeans = ManagementFactory.getGarbageCollectorMXBeans();
+        threadMXBean = ManagementFactory.getThreadMXBean();
+        runtimeMXBean = ManagementFactory.getRuntimeMXBean();
+        osMXBean = ManagementFactory.getOperatingSystemMXBean();
+        registrationPending = true;
+        getNodeControllerInfosAcceptor = new MutableObject<FutureValue<Map<String, NodeControllerInfo>>>();
+        memoryManager = new MemoryManager((long) (memoryMXBean.getHeapMemoryUsage().getMax() * MEMORY_FUDGE_FACTOR));
+        ioCounter = new IOCounterFactory().getIOCounter();
+    }
+
+    public IHyracksRootContext getRootContext() {
+        return ctx;
+    }
+
+    public NCApplicationContext getApplicationContext() {
+        return appCtx;
+    }
+
+    public ILifeCycleComponentManager getLifeCycleComponentManager() {
+        return lccm;
+    }
+
+    private static List<IODeviceHandle> getDevices(String ioDevices) {
+        List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
+        StringTokenizer tok = new StringTokenizer(ioDevices, ",");
+        while (tok.hasMoreElements()) {
+            String devPath = tok.nextToken().trim();
+            devices.add(new IODeviceHandle(new File(devPath), "."));
+        }
+        return devices;
+    }
+
+    private synchronized void setNodeRegistrationResult(NodeParameters parameters, Exception exception) {
+        this.nodeParameters = parameters;
+        this.registrationException = exception;
+        this.registrationPending = false;
+        notifyAll();
+    }
+
+    public Map<String, NodeControllerInfo> getNodeControllersInfo() throws Exception {
+        FutureValue<Map<String, NodeControllerInfo>> fv = new FutureValue<Map<String, NodeControllerInfo>>();
+        synchronized (getNodeControllerInfosAcceptor) {
+            while (getNodeControllerInfosAcceptor.getValue() != null) {
+                getNodeControllerInfosAcceptor.wait();
+            }
+            getNodeControllerInfosAcceptor.setValue(fv);
+        }
+        ccs.getNodeControllerInfos();
+        return fv.get();
+    }
+
+    private void setNodeControllersInfo(Map<String, NodeControllerInfo> ncInfos) {
+        FutureValue<Map<String, NodeControllerInfo>> fv;
+        synchronized (getNodeControllerInfosAcceptor) {
+            fv = getNodeControllerInfosAcceptor.getValue();
+            getNodeControllerInfosAcceptor.setValue(null);
+            getNodeControllerInfosAcceptor.notifyAll();
+        }
+        fv.setValue(ncInfos);
+    }
+
+    private void init() throws Exception {
+        ctx.getIOManager().setExecutor(executor);
+        datasetPartitionManager = new DatasetPartitionManager(this, executor, ncConfig.resultManagerMemory,
+                ncConfig.resultTTL, ncConfig.resultSweepThreshold);
+        datasetNetworkManager = new DatasetNetworkManager(ncConfig.resultIPAddress, ncConfig.resultPort,
+                datasetPartitionManager, ncConfig.nNetThreads, ncConfig.nNetBuffers, ncConfig.resultPublicIPAddress,
+                ncConfig.resultPublicPort);
+    }
+
+    @Override
+    public void start() throws Exception {
+        LOGGER.log(Level.INFO, "Starting NodeControllerService");
+        ipc.start();
+        netManager.start();
+
+        startApplication();
+        init();
+
+        datasetNetworkManager.start();
+        IIPCHandle ccIPCHandle = ipc.getHandle(new InetSocketAddress(ncConfig.ccHost, ncConfig.ccPort), -1);
+        this.ccs = new ClusterControllerRemoteProxy(ccIPCHandle);
+        HeartbeatSchema.GarbageCollectorInfo[] gcInfos = new HeartbeatSchema.GarbageCollectorInfo[gcMXBeans.size()];
+        for (int i = 0; i < gcInfos.length; ++i) {
+            gcInfos[i] = new HeartbeatSchema.GarbageCollectorInfo(gcMXBeans.get(i).getName());
+        }
+        HeartbeatSchema hbSchema = new HeartbeatSchema(gcInfos);
+        // Use "public" versions of network addresses and ports
+        NetworkAddress datasetAddress = datasetNetworkManager.getPublicNetworkAddress();
+        NetworkAddress netAddress = netManager.getPublicNetworkAddress();
+        if (ncConfig.dataPublicIPAddress != null) {
+            netAddress = new NetworkAddress(ncConfig.dataPublicIPAddress, ncConfig.dataPublicPort);
+        }
+        ccs.registerNode(new NodeRegistration(ipc.getSocketAddress(), id, ncConfig, netAddress, datasetAddress,
+                osMXBean.getName(), osMXBean.getArch(), osMXBean.getVersion(), osMXBean.getAvailableProcessors(),
+                runtimeMXBean.getVmName(), runtimeMXBean.getVmVersion(), runtimeMXBean.getVmVendor(),
+                runtimeMXBean.getClassPath(), runtimeMXBean.getLibraryPath(), runtimeMXBean.getBootClassPath(),
+                runtimeMXBean.getInputArguments(), runtimeMXBean.getSystemProperties(), hbSchema));
+
+        synchronized (this) {
+            while (registrationPending) {
+                wait();
+            }
+        }
+        if (registrationException != null) {
+            throw registrationException;
+        }
+        appCtx.setDistributedState(nodeParameters.getDistributedState());
+
+        queue.start();
+
+        heartbeatTask = new HeartbeatTask(ccs);
+
+        // Use reflection to set the priority of the timer thread.
+        Field threadField = timer.getClass().getDeclaredField("thread");
+        threadField.setAccessible(true);
+        Thread timerThread = (Thread) threadField.get(timer); // The internal timer thread of the Timer object.
+        timerThread.setPriority(Thread.MAX_PRIORITY);
+        // Schedule heartbeat generator.
+        timer.schedule(heartbeatTask, 0, nodeParameters.getHeartbeatPeriod());
+
+        if (nodeParameters.getProfileDumpPeriod() > 0) {
+            // Schedule profile dump generator.
+            timer.schedule(new ProfileDumpTask(ccs), 0, nodeParameters.getProfileDumpPeriod());
+        }
+
+        LOGGER.log(Level.INFO, "Started NodeControllerService");
+        if (ncAppEntryPoint != null) {
+            ncAppEntryPoint.notifyStartupComplete();
+        }
+
+        //add JVM shutdown hook
+        Runtime.getRuntime().addShutdownHook(new JVMShutdownHook(this));
+    }
+
+    private void startApplication() throws Exception {
+        appCtx = new NCApplicationContext(this, serverCtx, ctx, id, memoryManager, lccm);
+        String className = ncConfig.appNCMainClass;
+        if (className != null) {
+            Class<?> c = Class.forName(className);
+            ncAppEntryPoint = (INCApplicationEntryPoint) c.newInstance();
+            String[] args = ncConfig.appArgs == null ? new String[0]
+                    : ncConfig.appArgs.toArray(new String[ncConfig.appArgs.size()]);
+            ncAppEntryPoint.start(appCtx, args);
+        }
+        executor = Executors.newCachedThreadPool(appCtx.getThreadFactory());
+    }
+
+    @Override
+    public synchronized void stop() throws Exception {
+        if (!shuttedDown) {
+            LOGGER.log(Level.INFO, "Stopping NodeControllerService");
+            executor.shutdownNow();
+            if (!executor.awaitTermination(10, TimeUnit.SECONDS)) {
+                LOGGER.log(Level.SEVERE, "Some jobs failed to exit, continuing shutdown abnormally");
+            }
+            partitionManager.close();
+            datasetPartitionManager.close();
+            heartbeatTask.cancel();
+            netManager.stop();
+            datasetNetworkManager.stop();
+            queue.stop();
+            if (ncAppEntryPoint != null)
+                ncAppEntryPoint.stop();
+            LOGGER.log(Level.INFO, "Stopped NodeControllerService");
+            shuttedDown = true;
+        }
+    }
+
+    public String getId() {
+        return id;
+    }
+
+    public ServerContext getServerContext() {
+        return serverCtx;
+    }
+
+    public Map<JobId, Joblet> getJobletMap() {
+        return jobletMap;
+    }
+
+    public NetworkManager getNetworkManager() {
+        return netManager;
+    }
+
+    public DatasetNetworkManager getDatasetNetworkManager() {
+        return datasetNetworkManager;
+    }
+
+    public PartitionManager getPartitionManager() {
+        return partitionManager;
+    }
+
+    public IClusterController getClusterController() {
+        return ccs;
+    }
+
+    public NodeParameters getNodeParameters() {
+        return nodeParameters;
+    }
+
+    public ExecutorService getExecutorService() {
+        return executor;
+    }
+
+    public NCConfig getConfiguration() {
+        return ncConfig;
+    }
+
+    public WorkQueue getWorkQueue() {
+        return queue;
+    }
+
+    private class HeartbeatTask extends TimerTask {
+        private IClusterController cc;
+
+        private final HeartbeatData hbData;
+
+        public HeartbeatTask(IClusterController cc) {
+            this.cc = cc;
+            hbData = new HeartbeatData();
+            hbData.gcCollectionCounts = new long[gcMXBeans.size()];
+            hbData.gcCollectionTimes = new long[gcMXBeans.size()];
+        }
+
+        @Override
+        public void run() {
+            MemoryUsage heapUsage = memoryMXBean.getHeapMemoryUsage();
+            hbData.heapInitSize = heapUsage.getInit();
+            hbData.heapUsedSize = heapUsage.getUsed();
+            hbData.heapCommittedSize = heapUsage.getCommitted();
+            hbData.heapMaxSize = heapUsage.getMax();
+            MemoryUsage nonheapUsage = memoryMXBean.getNonHeapMemoryUsage();
+            hbData.nonheapInitSize = nonheapUsage.getInit();
+            hbData.nonheapUsedSize = nonheapUsage.getUsed();
+            hbData.nonheapCommittedSize = nonheapUsage.getCommitted();
+            hbData.nonheapMaxSize = nonheapUsage.getMax();
+            hbData.threadCount = threadMXBean.getThreadCount();
+            hbData.peakThreadCount = threadMXBean.getPeakThreadCount();
+            hbData.totalStartedThreadCount = threadMXBean.getTotalStartedThreadCount();
+            hbData.systemLoadAverage = osMXBean.getSystemLoadAverage();
+            int gcN = gcMXBeans.size();
+            for (int i = 0; i < gcN; ++i) {
+                GarbageCollectorMXBean gcMXBean = gcMXBeans.get(i);
+                hbData.gcCollectionCounts[i] = gcMXBean.getCollectionCount();
+                hbData.gcCollectionTimes[i] = gcMXBean.getCollectionTime();
+            }
+
+            MuxDemuxPerformanceCounters netPC = netManager.getPerformanceCounters();
+            hbData.netPayloadBytesRead = netPC.getPayloadBytesRead();
+            hbData.netPayloadBytesWritten = netPC.getPayloadBytesWritten();
+            hbData.netSignalingBytesRead = netPC.getSignalingBytesRead();
+            hbData.netSignalingBytesWritten = netPC.getSignalingBytesWritten();
+
+            MuxDemuxPerformanceCounters datasetNetPC = datasetNetworkManager.getPerformanceCounters();
+            hbData.datasetNetPayloadBytesRead = datasetNetPC.getPayloadBytesRead();
+            hbData.datasetNetPayloadBytesWritten = datasetNetPC.getPayloadBytesWritten();
+            hbData.datasetNetSignalingBytesRead = datasetNetPC.getSignalingBytesRead();
+            hbData.datasetNetSignalingBytesWritten = datasetNetPC.getSignalingBytesWritten();
+
+            IPCPerformanceCounters ipcPC = ipc.getPerformanceCounters();
+            hbData.ipcMessagesSent = ipcPC.getMessageSentCount();
+            hbData.ipcMessageBytesSent = ipcPC.getMessageBytesSent();
+            hbData.ipcMessagesReceived = ipcPC.getMessageReceivedCount();
+            hbData.ipcMessageBytesReceived = ipcPC.getMessageBytesReceived();
+
+            hbData.diskReads = ioCounter.getReads();
+            hbData.diskWrites = ioCounter.getWrites();
+
+            try {
+                cc.nodeHeartbeat(id, hbData);
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    private class ProfileDumpTask extends TimerTask {
+        private IClusterController cc;
+
+        public ProfileDumpTask(IClusterController cc) {
+            this.cc = cc;
+        }
+
+        @Override
+        public void run() {
+            try {
+                FutureValue<List<JobProfile>> fv = new FutureValue<List<JobProfile>>();
+                BuildJobProfilesWork bjpw = new BuildJobProfilesWork(NodeControllerService.this, fv);
+                queue.scheduleAndSync(bjpw);
+                List<JobProfile> profiles = fv.get();
+                if (!profiles.isEmpty()) {
+                    cc.reportProfile(id, profiles);
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    private final class NodeControllerIPCI implements IIPCI {
+        @Override
+        public void deliverIncomingMessage(final IIPCHandle handle, long mid, long rmid, Object payload,
+                Exception exception) {
+            CCNCFunctions.Function fn = (CCNCFunctions.Function) payload;
+            switch (fn.getFunctionId()) {
+                case SEND_APPLICATION_MESSAGE: {
+                    CCNCFunctions.SendApplicationMessageFunction amf = (CCNCFunctions.SendApplicationMessageFunction) fn;
+                    queue.schedule(new ApplicationMessageWork(NodeControllerService.this, amf.getMessage(),
+                            amf.getDeploymentId(), amf.getNodeId()));
+                    return;
+                }
+                case START_TASKS: {
+                    CCNCFunctions.StartTasksFunction stf = (CCNCFunctions.StartTasksFunction) fn;
+                    queue.schedule(new StartTasksWork(NodeControllerService.this, stf.getDeploymentId(), stf.getJobId(),
+                            stf.getPlanBytes(), stf.getTaskDescriptors(), stf.getConnectorPolicies(), stf.getFlags()));
+                    return;
+                }
+
+                case ABORT_TASKS: {
+                    CCNCFunctions.AbortTasksFunction atf = (CCNCFunctions.AbortTasksFunction) fn;
+                    queue.schedule(new AbortTasksWork(NodeControllerService.this, atf.getJobId(), atf.getTasks()));
+                    return;
+                }
+
+                case CLEANUP_JOBLET: {
+                    CCNCFunctions.CleanupJobletFunction cjf = (CCNCFunctions.CleanupJobletFunction) fn;
+                    queue.schedule(new CleanupJobletWork(NodeControllerService.this, cjf.getJobId(), cjf.getStatus()));
+                    return;
+                }
+
+                case REPORT_PARTITION_AVAILABILITY: {
+                    CCNCFunctions.ReportPartitionAvailabilityFunction rpaf = (CCNCFunctions.ReportPartitionAvailabilityFunction) fn;
+                    queue.schedule(new ReportPartitionAvailabilityWork(NodeControllerService.this,
+                            rpaf.getPartitionId(), rpaf.getNetworkAddress()));
+                    return;
+                }
+
+                case NODE_REGISTRATION_RESULT: {
+                    CCNCFunctions.NodeRegistrationResult nrrf = (CCNCFunctions.NodeRegistrationResult) fn;
+                    setNodeRegistrationResult(nrrf.getNodeParameters(), nrrf.getException());
+                    return;
+                }
+
+                case GET_NODE_CONTROLLERS_INFO_RESPONSE: {
+                    CCNCFunctions.GetNodeControllersInfoResponseFunction gncirf = (CCNCFunctions.GetNodeControllersInfoResponseFunction) fn;
+                    setNodeControllersInfo(gncirf.getNodeControllerInfos());
+                    return;
+                }
+
+                case DEPLOY_BINARY: {
+                    CCNCFunctions.DeployBinaryFunction ndbf = (CCNCFunctions.DeployBinaryFunction) fn;
+                    queue.schedule(new DeployBinaryWork(NodeControllerService.this, ndbf.getDeploymentId(),
+                            ndbf.getBinaryURLs()));
+                    return;
+                }
+
+                case UNDEPLOY_BINARY: {
+                    CCNCFunctions.UnDeployBinaryFunction ndbf = (CCNCFunctions.UnDeployBinaryFunction) fn;
+                    queue.schedule(new UnDeployBinaryWork(NodeControllerService.this, ndbf.getDeploymentId()));
+                    return;
+                }
+
+                case STATE_DUMP_REQUEST: {
+                    final CCNCFunctions.StateDumpRequestFunction dsrf = (StateDumpRequestFunction) fn;
+                    queue.schedule(new StateDumpWork(NodeControllerService.this, dsrf.getStateDumpId()));
+                    return;
+                }
+                case SHUTDOWN_REQUEST: {
+                    queue.schedule(new ShutdownWork(NodeControllerService.this));
+                    return;
+                }
+            }
+            throw new IllegalArgumentException("Unknown function: " + fn.getFunctionId());
+
+        }
+    }
+
+    public void sendApplicationMessageToCC(byte[] data, DeploymentId deploymentId) throws Exception {
+        ccs.sendApplicationMessageToCC(data, deploymentId, id);
+    }
+
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return datasetPartitionManager;
+    }
+
+    /**
+     * Shutdown hook that invokes {@link NCApplicationEntryPoint#stop() stop} method.
+     */
+    private static class JVMShutdownHook extends Thread {
+
+        private final NodeControllerService nodeControllerService;
+
+        public JVMShutdownHook(NodeControllerService ncAppEntryPoint) {
+            this.nodeControllerService = ncAppEntryPoint;
+        }
+
+        @Override
+        public void run() {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Shutdown hook in progress");
+            }
+            try {
+                nodeControllerService.stop();
+            } catch (Exception e) {
+                if (LOGGER.isLoggable(Level.WARNING)) {
+                    LOGGER.warning("Exception in executing shutdown hook" + e);
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Task.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Task.java
new file mode 100644
index 0000000..134154c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/Task.java
@@ -0,0 +1,405 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc;
+
+import java.io.Serializable;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Hashtable;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Semaphore;
+
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.IOperatorEnvironment;
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.api.util.JavaSerializationUtils;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.common.job.profiling.counters.Counter;
+import org.apache.hyracks.control.common.job.profiling.om.PartitionProfile;
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+import org.apache.hyracks.control.common.utils.ExceptionUtils;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+import org.apache.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
+import org.apache.hyracks.control.nc.work.NotifyTaskCompleteWork;
+import org.apache.hyracks.control.nc.work.NotifyTaskFailureWork;
+
+public class Task implements IHyracksTaskContext, ICounterContext, Runnable {
+    private final Joblet joblet;
+
+    private final TaskAttemptId taskAttemptId;
+
+    private final String displayName;
+
+    private final ExecutorService executorService;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final DefaultDeallocatableRegistry deallocatableRegistry;
+
+    private final Map<String, Counter> counterMap;
+
+    private final IOperatorEnvironment opEnv;
+
+    private final Map<PartitionId, PartitionProfile> partitionSendProfile;
+
+    private final Set<Thread> pendingThreads;
+
+    private IPartitionCollector[] collectors;
+
+    private IOperatorNodePushable operator;
+
+    private final List<Exception> exceptions;
+
+    private volatile boolean aborted;
+
+    private NodeControllerService ncs;
+
+    private List<List<PartitionChannel>> inputChannelsFromConnectors;
+
+    private Object sharedObject;
+
+    public Task(Joblet joblet, TaskAttemptId taskId, String displayName, ExecutorService executor,
+            NodeControllerService ncs, List<List<PartitionChannel>> inputChannelsFromConnectors) {
+        this.joblet = joblet;
+        this.taskAttemptId = taskId;
+        this.displayName = displayName;
+        this.executorService = executor;
+        fileFactory = new WorkspaceFileFactory(this, (IOManager) joblet.getIOManager());
+        deallocatableRegistry = new DefaultDeallocatableRegistry();
+        counterMap = new HashMap<String, Counter>();
+        opEnv = joblet.getEnvironment();
+        partitionSendProfile = new Hashtable<PartitionId, PartitionProfile>();
+        pendingThreads = new LinkedHashSet<Thread>();
+        exceptions = new ArrayList<>();
+        this.ncs = ncs;
+        this.inputChannelsFromConnectors = inputChannelsFromConnectors;
+    }
+
+    public void setTaskRuntime(IPartitionCollector[] collectors, IOperatorNodePushable operator) {
+        this.collectors = collectors;
+        this.operator = operator;
+    }
+
+    @Override
+    public ByteBuffer allocateFrame() throws HyracksDataException {
+        return joblet.allocateFrame();
+    }
+
+    @Override
+    public ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+        return joblet.allocateFrame(bytes);
+    }
+
+    @Override
+    public ByteBuffer reallocateFrame(ByteBuffer usedBuffer, int newSizeInBytes, boolean copyOldData)
+            throws HyracksDataException {
+        return joblet.reallocateFrame(usedBuffer, newSizeInBytes, copyOldData);
+    }
+
+    @Override
+    public void deallocateFrames(int bytes) {
+        joblet.deallocateFrames(bytes);
+    }
+
+    @Override
+    public int getInitialFrameSize() {
+        return joblet.getFrameSize();
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return joblet.getIOManager();
+    }
+
+    @Override
+    public ExecutorService getExecutorService() {
+        return executorService;
+    }
+
+    @Override
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createUnmanagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createManagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public void registerDeallocatable(IDeallocatable deallocatable) {
+        deallocatableRegistry.registerDeallocatable(deallocatable);
+    }
+
+    public void close() {
+        deallocatableRegistry.close();
+    }
+
+    @Override
+    public IHyracksJobletContext getJobletContext() {
+        return joblet;
+    }
+
+    @Override
+    public TaskAttemptId getTaskAttemptId() {
+        return taskAttemptId;
+    }
+
+    @Override
+    public ICounter getCounter(String name, boolean create) {
+        Counter counter = counterMap.get(name);
+        if (counter == null && create) {
+            counter = new Counter(name);
+            counterMap.put(name, counter);
+        }
+        return counter;
+    }
+
+    @Override
+    public ICounterContext getCounterContext() {
+        return this;
+    }
+
+    public Joblet getJoblet() {
+        return joblet;
+    }
+
+    public Map<PartitionId, PartitionProfile> getPartitionSendProfile() {
+        return partitionSendProfile;
+    }
+
+    public synchronized void dumpProfile(TaskProfile tProfile) {
+        Map<String, Long> dumpMap = tProfile.getCounters();
+        for (Counter c : counterMap.values()) {
+            dumpMap.put(c.getName(), c.get());
+        }
+    }
+
+    public void setPartitionSendProfile(PartitionProfile profile) {
+        partitionSendProfile.put(profile.getPartitionId(), profile);
+    }
+
+    public void start() throws HyracksException {
+        aborted = false;
+        executorService.execute(this);
+    }
+
+    public synchronized void abort() {
+        aborted = true;
+        for (IPartitionCollector c : collectors) {
+            c.abort();
+        }
+        for (Thread t : pendingThreads) {
+            t.interrupt();
+        }
+    }
+
+    private synchronized void addPendingThread(Thread t) {
+        pendingThreads.add(t);
+    }
+
+    private synchronized void removePendingThread(Thread t) {
+        pendingThreads.remove(t);
+        if (pendingThreads.isEmpty()) {
+            notifyAll();
+        }
+    }
+
+    public synchronized void waitForCompletion() throws InterruptedException {
+        while (!pendingThreads.isEmpty()) {
+            wait();
+        }
+    }
+
+    @Override
+    public void run() {
+        Thread ct = Thread.currentThread();
+        String threadName = ct.getName();
+        addPendingThread(ct);
+        try {
+            ct.setName(displayName + ":" + taskAttemptId + ":" + 0);
+            try {
+                operator.initialize();
+                if (collectors.length > 0) {
+                    final Semaphore sem = new Semaphore(collectors.length - 1);
+                    for (int i = 1; i < collectors.length; ++i) {
+                        final IPartitionCollector collector = collectors[i];
+                        final IFrameWriter writer = operator.getInputFrameWriter(i);
+                        sem.acquire();
+                        final int cIdx = i;
+                        executorService.execute(new Runnable() {
+                            @Override
+                            public void run() {
+                                if (aborted) {
+                                    return;
+                                }
+                                Thread thread = Thread.currentThread();
+                                addPendingThread(thread);
+                                String oldName = thread.getName();
+                                thread.setName(displayName + ":" + taskAttemptId + ":" + cIdx);
+                                thread.setPriority(Thread.MIN_PRIORITY);
+                                try {
+                                    pushFrames(collector, inputChannelsFromConnectors.get(cIdx), writer);
+                                } catch (HyracksDataException e) {
+                                    synchronized (Task.this) {
+                                        exceptions.add(e);
+                                    }
+                                } finally {
+                                    thread.setName(oldName);
+                                    sem.release();
+                                    removePendingThread(thread);
+                                }
+                            }
+                        });
+                    }
+                    try {
+                        pushFrames(collectors[0], inputChannelsFromConnectors.get(0), operator.getInputFrameWriter(0));
+                    } finally {
+                        sem.acquire(collectors.length - 1);
+                    }
+                }
+            } finally {
+                operator.deinitialize();
+            }
+            NodeControllerService ncs = joblet.getNodeController();
+            ncs.getWorkQueue().schedule(new NotifyTaskCompleteWork(ncs, this));
+        } catch (Exception e) {
+            exceptions.add(e);
+        } finally {
+            ct.setName(threadName);
+            close();
+            removePendingThread(ct);
+        }
+        if (!exceptions.isEmpty()) {
+            for (Exception e : exceptions) {
+                e.printStackTrace();
+            }
+            NodeControllerService ncs = joblet.getNodeController();
+            ExceptionUtils.setNodeIds(exceptions, ncs.getId());
+            ncs.getWorkQueue().schedule(new NotifyTaskFailureWork(ncs, this, exceptions));
+        }
+    }
+
+    private void pushFrames(IPartitionCollector collector, List<PartitionChannel> inputChannels, IFrameWriter writer)
+            throws HyracksDataException {
+        if (aborted) {
+            return;
+        }
+        try {
+            collector.open();
+            try {
+                if (inputChannels.size() <= 0) {
+                    joblet.advertisePartitionRequest(taskAttemptId, collector.getRequiredPartitionIds(), collector,
+                            PartitionState.STARTED);
+                } else {
+                    collector.addPartitions(inputChannels);
+                }
+                IFrameReader reader = collector.getReader();
+                reader.open();
+                try {
+                    writer.open();
+                    try {
+                        VSizeFrame frame = new VSizeFrame(this);
+                        while (reader.nextFrame(frame)) {
+                            if (aborted) {
+                                return;
+                            }
+                            ByteBuffer buffer = frame.getBuffer();
+                            writer.nextFrame(buffer);
+                            buffer.compact();
+                        }
+                    } catch (Exception e) {
+                        writer.fail();
+                        throw e;
+                    } finally {
+                        writer.close();
+                    }
+                } finally {
+                    reader.close();
+                }
+            } finally {
+                collector.close();
+            }
+        } catch (HyracksException e) {
+            throw new HyracksDataException(e);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void setStateObject(IStateObject taskState) {
+        opEnv.setStateObject(taskState);
+    }
+
+    @Override
+    public IStateObject getStateObject(Object id) {
+        return opEnv.getStateObject(id);
+    }
+
+    @Override
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return ncs.getDatasetPartitionManager();
+    }
+
+    @Override
+    public void sendApplicationMessageToCC(byte[] message, DeploymentId deploymentId) throws Exception {
+        this.ncs.sendApplicationMessageToCC(message, deploymentId);
+    }
+
+    @Override
+    public void sendApplicationMessageToCC(Serializable message, DeploymentId deploymentId) throws Exception {
+        this.ncs.sendApplicationMessageToCC(JavaSerializationUtils.serialize(message), deploymentId);
+    }
+
+    @Override
+    public void setSharedObject(Object sharedObject) {
+        this.sharedObject = sharedObject;
+    }
+
+    @Override
+    public Object getSharedObject() {
+        return sharedObject;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/application/NCApplicationContext.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/application/NCApplicationContext.java
new file mode 100644
index 0000000..d0fd524
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/application/NCApplicationContext.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.application;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.application.IStateDumpHandler;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponentManager;
+import org.apache.hyracks.api.resources.memory.IMemoryManager;
+import org.apache.hyracks.api.service.IControllerService;
+import org.apache.hyracks.control.common.application.ApplicationContext;
+import org.apache.hyracks.control.common.context.ServerContext;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.resources.memory.MemoryManager;
+
+public class NCApplicationContext extends ApplicationContext implements INCApplicationContext {
+    private final ILifeCycleComponentManager lccm;
+    private final String nodeId;
+    private final IHyracksRootContext rootCtx;
+    private final MemoryManager memoryManager;
+    private Object appObject;
+    private IStateDumpHandler sdh;
+    private final NodeControllerService ncs;
+
+    public NCApplicationContext(NodeControllerService ncs, ServerContext serverCtx, IHyracksRootContext rootCtx,
+            String nodeId, MemoryManager memoryManager, ILifeCycleComponentManager lifeCyclecomponentManager)
+                    throws IOException {
+        super(serverCtx);
+        this.lccm = lifeCyclecomponentManager;
+        this.nodeId = nodeId;
+        this.rootCtx = rootCtx;
+        this.memoryManager = memoryManager;
+        this.ncs = ncs;
+        sdh = new IStateDumpHandler() {
+
+            @Override
+            public void dumpState(OutputStream os) throws IOException {
+                lccm.dumpState(os);
+            }
+        };
+    }
+
+    @Override
+    public ILifeCycleComponentManager getLifeCycleComponentManager() {
+        return lccm;
+    }
+
+    @Override
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    public void setDistributedState(Serializable state) {
+        distributedState = state;
+    }
+
+    @Override
+    public void setStateDumpHandler(IStateDumpHandler handler) {
+        this.sdh = handler;
+    }
+
+    public IStateDumpHandler getStateDumpHandler() {
+        return sdh;
+    }
+
+    @Override
+    public IHyracksRootContext getRootContext() {
+        return rootCtx;
+    }
+
+    @Override
+    public void setApplicationObject(Object object) {
+        this.appObject = object;
+    }
+
+    @Override
+    public Object getApplicationObject() {
+        return appObject;
+    }
+
+    @Override
+    public IMemoryManager getMemoryManager() {
+        return memoryManager;
+    }
+
+    @Override
+    public IControllerService getControllerService() {
+        return ncs;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetMemoryManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetMemoryManager.java
new file mode 100644
index 0000000..37cddb8
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetMemoryManager.java
@@ -0,0 +1,245 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.ResultSetPartitionId;
+
+public class DatasetMemoryManager {
+    private int availableMemory;
+
+    private final Set<Page> availPages;
+
+    private final LeastRecentlyUsedList leastRecentlyUsedList;
+
+    private final Map<ResultSetPartitionId, PartitionNode> resultPartitionNodesMap;
+
+    private final static int FRAME_SIZE = 32768;
+
+    public DatasetMemoryManager(int availableMemory) {
+        this.availableMemory = availableMemory;
+
+        availPages = new HashSet<Page>();
+
+        // Atleast have one page for temporarily storing the results.
+        if (this.availableMemory <= FRAME_SIZE)
+            this.availableMemory = FRAME_SIZE;
+
+        leastRecentlyUsedList = new LeastRecentlyUsedList();
+        resultPartitionNodesMap = new HashMap<ResultSetPartitionId, PartitionNode>();
+    }
+
+    public synchronized Page requestPage(ResultSetPartitionId resultSetPartitionId, ResultState resultState)
+            throws HyracksDataException {
+        Page page;
+        if (availPages.isEmpty()) {
+            if (availableMemory >= FRAME_SIZE) {
+                /* TODO(madhusudancs): Should we have some way of accounting this memory usage by using Hyrack's allocateFrame()
+                 * instead of direct ByteBuffer.allocate()?
+                 */
+                availPages.add(new Page(ByteBuffer.allocate(FRAME_SIZE)));
+                availableMemory -= FRAME_SIZE;
+                page = getAvailablePage();
+            } else {
+                page = evictPage();
+            }
+        } else {
+            page = getAvailablePage();
+        }
+
+        page.clear();
+
+        /*
+         * It is extremely important to update the reference after obtaining the page because, in the cases where memory
+         * manager is allocated only one page of memory, the front of the LRU list should not be created by the
+         * update reference call before a page is pushed on to the element of the LRU list. So we first obtain the page,
+         * then make a updateReference call which in turn creates a new node in the LRU list and then add the page to it.
+         */
+        PartitionNode pn = updateReference(resultSetPartitionId, resultState);
+        pn.add(page);
+        return page;
+    }
+
+    public void pageReferenced(ResultSetPartitionId resultSetPartitionId) {
+        // When a page is referenced the dataset partition writer should already be known, so we pass null.
+        updateReference(resultSetPartitionId, null);
+    }
+
+    public static int getPageSize() {
+        return FRAME_SIZE;
+    }
+
+    protected void insertPartitionNode(ResultSetPartitionId resultSetPartitionId, PartitionNode pn) {
+        leastRecentlyUsedList.add(pn);
+        resultPartitionNodesMap.put(resultSetPartitionId, pn);
+    }
+
+    protected PartitionNode updateReference(ResultSetPartitionId resultSetPartitionId, ResultState resultState) {
+        PartitionNode pn = null;
+
+        if (!resultPartitionNodesMap.containsKey(resultSetPartitionId)) {
+            if (resultState != null) {
+                pn = new PartitionNode(resultSetPartitionId, resultState);
+                insertPartitionNode(resultSetPartitionId, pn);
+            }
+            return pn;
+        }
+        synchronized (this) {
+            pn = resultPartitionNodesMap.get(resultSetPartitionId);
+            leastRecentlyUsedList.remove(pn);
+            insertPartitionNode(resultSetPartitionId, pn);
+        }
+
+        return pn;
+    }
+
+    protected Page evictPage() throws HyracksDataException {
+        PartitionNode pn = leastRecentlyUsedList.getFirst();
+        ResultState resultState = pn.getResultState();
+        Page page = resultState.returnPage();
+
+        /* If the partition holding the pages breaks the contract by not returning the page or it has no page, just take
+         * away all the pages allocated to it and add to the available pages set.
+         */
+        if (page == null) {
+            availPages.addAll(pn);
+            pn.clear();
+            resultPartitionNodesMap.remove(pn.getResultSetPartitionId());
+            leastRecentlyUsedList.remove(pn);
+
+            /* Based on the assumption that if the dataset partition writer returned a null page, it should be lying about
+             * the number of pages it holds in which case we just evict all the pages it holds and should thus be able to
+             * add all those pages to available set and we have at least one page to allocate back.
+             */
+            page = getAvailablePage();
+        } else {
+            pn.remove(page);
+
+            // If the partition no more holds any pages, remove it from the linked list and the hash map.
+            if (pn.isEmpty()) {
+                resultPartitionNodesMap.remove(pn.getResultSetPartitionId());
+                leastRecentlyUsedList.remove(pn);
+            }
+        }
+
+        return page;
+    }
+
+    protected Page getAvailablePage() {
+        Iterator<Page> iter = availPages.iterator();
+        Page page = iter.next();
+        iter.remove();
+        return page;
+    }
+
+    private class LeastRecentlyUsedList {
+        private PartitionNode head;
+
+        private PartitionNode tail;
+
+        public LeastRecentlyUsedList() {
+            head = null;
+            tail = null;
+        }
+
+        public void add(PartitionNode node) {
+            if (head == null) {
+                head = tail = node;
+                return;
+            }
+            tail.setNext(node);
+            node.setPrev(tail);
+            tail = node;
+        }
+
+        public void remove(PartitionNode node) {
+            if ((node == head) && (node == tail)) {
+                head = tail = null;
+                return;
+            } else if (node == head) {
+                head = head.getNext();
+                head.setPrev(null);
+                return;
+            } else if (node == tail) {
+                tail = tail.getPrev();
+                tail.setNext(null);
+                return;
+            } else {
+                PartitionNode prev = node.getPrev();
+                PartitionNode next = node.getNext();
+                prev.setNext(next);
+                next.setPrev(prev);
+            }
+        }
+
+        public PartitionNode getFirst() {
+            return head;
+        }
+    }
+
+    private class PartitionNode extends HashSet<Page> {
+        private static final long serialVersionUID = 1L;
+
+        private final ResultSetPartitionId resultSetPartitionId;
+
+        private final ResultState resultState;
+
+        private PartitionNode prev;
+
+        private PartitionNode next;
+
+        public PartitionNode(ResultSetPartitionId resultSetPartitionId, ResultState resultState) {
+            this.resultSetPartitionId = resultSetPartitionId;
+            this.resultState = resultState;
+            prev = null;
+            next = null;
+        }
+
+        public ResultSetPartitionId getResultSetPartitionId() {
+            return resultSetPartitionId;
+        }
+
+        public ResultState getResultState() {
+            return resultState;
+        }
+
+        public void setPrev(PartitionNode node) {
+            prev = node;
+        }
+
+        public PartitionNode getPrev() {
+            return prev;
+        }
+
+        public void setNext(PartitionNode node) {
+            next = node;
+        }
+
+        public PartitionNode getNext() {
+            return next;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionManager.java
new file mode 100644
index 0000000..55fa56e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionManager.java
@@ -0,0 +1,272 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+import java.util.concurrent.Executor;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.dataset.IDatasetStateRecord;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.dataset.ResultStateSweeper;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+import org.apache.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
+
+public class DatasetPartitionManager implements IDatasetPartitionManager {
+    private static final Logger LOGGER = Logger.getLogger(DatasetPartitionManager.class.getName());
+
+    private final NodeControllerService ncs;
+
+    private final Executor executor;
+
+    private final Map<JobId, IDatasetStateRecord> partitionResultStateMap;
+
+    private final DefaultDeallocatableRegistry deallocatableRegistry;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    public DatasetPartitionManager(NodeControllerService ncs, Executor executor, int availableMemory, long resultTTL,
+            long resultSweepThreshold) {
+        this.ncs = ncs;
+        this.executor = executor;
+        deallocatableRegistry = new DefaultDeallocatableRegistry();
+        fileFactory = new WorkspaceFileFactory(deallocatableRegistry, (IOManager) ncs.getRootContext().getIOManager());
+        if (availableMemory >= DatasetMemoryManager.getPageSize()) {
+            datasetMemoryManager = new DatasetMemoryManager(availableMemory);
+        } else {
+            datasetMemoryManager = null;
+        }
+        partitionResultStateMap = new LinkedHashMap<JobId, IDatasetStateRecord>();
+        executor.execute(new ResultStateSweeper(this, resultTTL, resultSweepThreshold));
+    }
+
+    @Override
+    public IFrameWriter createDatasetPartitionWriter(IHyracksTaskContext ctx, ResultSetId rsId, boolean orderedResult,
+            boolean asyncMode, int partition, int nPartitions) throws HyracksException {
+        DatasetPartitionWriter dpw = null;
+        JobId jobId = ctx.getJobletContext().getJobId();
+        synchronized (this) {
+            dpw = new DatasetPartitionWriter(ctx, this, jobId, rsId, asyncMode, orderedResult, partition, nPartitions,
+                    datasetMemoryManager, fileFactory);
+
+            ResultSetMap rsIdMap = (ResultSetMap) partitionResultStateMap.get(jobId);
+            if (rsIdMap == null) {
+                rsIdMap = new ResultSetMap();
+                partitionResultStateMap.put(jobId, rsIdMap);
+            }
+
+            ResultState[] resultStates = rsIdMap.get(rsId);
+            if (resultStates == null) {
+                resultStates = new ResultState[nPartitions];
+                rsIdMap.put(rsId, resultStates);
+            }
+            resultStates[partition] = dpw.getResultState();
+        }
+
+        LOGGER.fine("Initialized partition writer: JobId: " + jobId + ":partition: " + partition);
+        return dpw;
+    }
+
+    @Override
+    public void registerResultPartitionLocation(JobId jobId, ResultSetId rsId, int partition, int nPartitions,
+            boolean orderedResult, boolean emptyResult) throws HyracksException {
+        try {
+            // Be sure to send the *public* network address to the CC
+            ncs.getClusterController().registerResultPartitionLocation(jobId, rsId, orderedResult, emptyResult,
+                    partition, nPartitions, ncs.getDatasetNetworkManager().getPublicNetworkAddress());
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void reportPartitionWriteCompletion(JobId jobId, ResultSetId rsId, int partition) throws HyracksException {
+        try {
+            LOGGER.fine("Reporting partition write completion: JobId: " + jobId + ": ResultSetId: " + rsId
+                    + ":partition: " + partition);
+            ncs.getClusterController().reportResultPartitionWriteCompletion(jobId, rsId, partition);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void reportPartitionFailure(JobId jobId, ResultSetId rsId, int partition) throws HyracksException {
+        try {
+            LOGGER.info("Reporting partition failure: JobId: " + jobId + " ResultSetId: " + rsId + " partition: "
+                    + partition);
+            ncs.getClusterController().reportResultPartitionFailure(jobId, rsId, partition);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    @Override
+    public void initializeDatasetPartitionReader(JobId jobId, ResultSetId resultSetId, int partition,
+            IFrameWriter writer) throws HyracksException {
+        ResultState resultState;
+        synchronized (this) {
+            ResultSetMap rsIdMap = (ResultSetMap) partitionResultStateMap.get(jobId);
+
+            if (rsIdMap == null) {
+                throw new HyracksException("Unknown JobId " + jobId);
+            }
+
+            ResultState[] resultStates = rsIdMap.get(resultSetId);
+            if (resultStates == null) {
+                throw new HyracksException("Unknown JobId: " + jobId + " ResultSetId: " + resultSetId);
+            }
+
+            resultState = resultStates[partition];
+            if (resultState == null) {
+                throw new HyracksException("No DatasetPartitionWriter for partition " + partition);
+            }
+        }
+
+        DatasetPartitionReader dpr = new DatasetPartitionReader(this, datasetMemoryManager, executor, resultState);
+        dpr.writeTo(writer);
+        LOGGER.fine("Initialized partition reader: JobId: " + jobId + ":ResultSetId: " + resultSetId + ":partition: "
+                + partition);
+    }
+
+    @Override
+    public synchronized void removePartition(JobId jobId, ResultSetId resultSetId, int partition) {
+        ResultSetMap rsIdMap = (ResultSetMap) partitionResultStateMap.get(jobId);
+        if (rsIdMap != null) {
+            ResultState[] resultStates = rsIdMap.get(resultSetId);
+            if (resultStates != null) {
+                ResultState state = resultStates[partition];
+                if (state != null) {
+                    state.closeAndDelete();
+                    LOGGER.fine("Removing partition: " + partition + " for JobId: " + jobId);
+                }
+                resultStates[partition] = null;
+                boolean stateEmpty = true;
+                for (int i = 0; i < resultStates.length; i++) {
+                    if (resultStates[i] != null) {
+                        stateEmpty = false;
+                        break;
+                    }
+                }
+                if (stateEmpty) {
+                    rsIdMap.remove(resultSetId);
+                }
+            }
+            if (rsIdMap.isEmpty()) {
+                partitionResultStateMap.remove(jobId);
+            }
+        }
+    }
+
+    @Override
+    public synchronized void abortReader(JobId jobId) {
+        ResultSetMap rsIdMap = (ResultSetMap) partitionResultStateMap.get(jobId);
+
+        if (rsIdMap == null) {
+            return;
+        }
+
+        for (Entry<ResultSetId, ResultState[]> mapEntry : rsIdMap.entrySet()) {
+            ResultState[] resultStates = mapEntry.getValue();
+            if (resultStates != null) {
+                for (ResultState state : resultStates) {
+                    if (state != null) {
+                        state.abort();
+                    }
+                }
+            }
+        }
+    }
+
+    @Override
+    public IWorkspaceFileFactory getFileFactory() {
+        return fileFactory;
+    }
+
+    @Override
+    public synchronized void close() {
+        for (Entry<JobId, IDatasetStateRecord> entry : partitionResultStateMap.entrySet()) {
+            deinit(entry.getKey());
+        }
+        deallocatableRegistry.close();
+    }
+
+    @Override
+    public Set<JobId> getJobIds() {
+        return partitionResultStateMap.keySet();
+    }
+
+    @Override
+    public IDatasetStateRecord getState(JobId jobId) {
+        return partitionResultStateMap.get(jobId);
+    }
+
+    @Override
+    public void deinitState(JobId jobId) {
+        deinit(jobId);
+        partitionResultStateMap.remove(jobId);
+    }
+
+    private void deinit(JobId jobId) {
+        ResultSetMap rsIdMap = (ResultSetMap) partitionResultStateMap.get(jobId);
+        if (rsIdMap != null) {
+            for (Entry<ResultSetId, ResultState[]> mapEntry : rsIdMap.entrySet()) {
+                ResultState[] resultStates = mapEntry.getValue();
+                if (resultStates != null) {
+                    for (int i = 0; i < resultStates.length; i++) {
+                        ResultState state = resultStates[i];
+                        if (state != null) {
+                            state.closeAndDelete();
+                            LOGGER.fine("Removing partition: " + i + " for JobId: " + jobId);
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    private class ResultSetMap extends HashMap<ResultSetId, ResultState[]> implements IDatasetStateRecord {
+        private static final long serialVersionUID = 1L;
+
+        long timestamp;
+
+        public ResultSetMap() {
+            super();
+            timestamp = System.currentTimeMillis();
+        }
+
+        public long getTimestamp() {
+            return timestamp;
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionReader.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionReader.java
new file mode 100644
index 0000000..ea442f7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionReader.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.Executor;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.comm.channels.NetworkOutputChannel;
+
+public class DatasetPartitionReader {
+    private static final Logger LOGGER = Logger.getLogger(DatasetPartitionReader.class.getName());
+
+    private final DatasetPartitionManager datasetPartitionManager;
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    private final Executor executor;
+
+    private final ResultState resultState;
+
+    public DatasetPartitionReader(DatasetPartitionManager datasetPartitionManager,
+            DatasetMemoryManager datasetMemoryManager, Executor executor, ResultState resultState) {
+        this.datasetPartitionManager = datasetPartitionManager;
+        this.datasetMemoryManager = datasetMemoryManager;
+        this.executor = executor;
+        this.resultState = resultState;
+    }
+
+    public void writeTo(final IFrameWriter writer) {
+        executor.execute(new Runnable() {
+            @Override
+            public void run() {
+                NetworkOutputChannel channel = (NetworkOutputChannel) writer;
+                channel.setFrameSize(resultState.getFrameSize());
+                try {
+                    resultState.readOpen();
+                    channel.open();
+                    try {
+                        long offset = 0;
+                        ByteBuffer buffer = ByteBuffer.allocate(resultState.getFrameSize());
+                        while (true) {
+                            buffer.clear();
+                            long size = read(offset, buffer);
+                            if (size <= 0) {
+                                break;
+                            } else if (size < buffer.limit()) {
+                                throw new HyracksDataException("Premature end of file - readSize: " + size
+                                        + " buffer limit: " + buffer.limit());
+                            }
+                            offset += size;
+                            buffer.flip();
+                            channel.nextFrame(buffer);
+                        }
+                    } finally {
+                        channel.close();
+                        resultState.readClose();
+                        // If the query is a synchronous query, remove its partition as soon as it is read.
+                        if (!resultState.getAsyncMode()) {
+                            datasetPartitionManager.removePartition(resultState.getResultSetPartitionId().getJobId(),
+                                    resultState.getResultSetPartitionId().getResultSetId(), resultState
+                                            .getResultSetPartitionId().getPartition());
+                        }
+                    }
+                } catch (HyracksDataException e) {
+                    throw new RuntimeException(e);
+                }
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("result reading successful(" + resultState.getResultSetPartitionId() + ")");
+                }
+            }
+
+            private long read(long offset, ByteBuffer buffer) throws HyracksDataException {
+                if (datasetMemoryManager == null) {
+                    return resultState.read(offset, buffer);
+                } else {
+                    return resultState.read(datasetMemoryManager, offset, buffer);
+                }
+            }
+        });
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionWriter.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionWriter.java
new file mode 100644
index 0000000..e007050
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/DatasetPartitionWriter.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.ResultSetPartitionId;
+
+public class DatasetPartitionWriter implements IFrameWriter {
+    private static final Logger LOGGER = Logger.getLogger(DatasetPartitionWriter.class.getName());
+
+    private final IDatasetPartitionManager manager;
+
+    private final JobId jobId;
+
+    private final ResultSetId resultSetId;
+
+    private final boolean orderedResult;
+
+    private final int partition;
+
+    private final int nPartitions;
+
+    private final DatasetMemoryManager datasetMemoryManager;
+
+    private final ResultSetPartitionId resultSetPartitionId;
+
+    private final ResultState resultState;
+
+    private boolean partitionRegistered;
+
+    public DatasetPartitionWriter(IHyracksTaskContext ctx, IDatasetPartitionManager manager, JobId jobId,
+            ResultSetId rsId, boolean asyncMode, boolean orderedResult, int partition, int nPartitions,
+            DatasetMemoryManager datasetMemoryManager, IWorkspaceFileFactory fileFactory) {
+        this.manager = manager;
+        this.jobId = jobId;
+        this.resultSetId = rsId;
+        this.orderedResult = orderedResult;
+        this.partition = partition;
+        this.nPartitions = nPartitions;
+        this.datasetMemoryManager = datasetMemoryManager;
+
+        resultSetPartitionId = new ResultSetPartitionId(jobId, rsId, partition);
+        resultState = new ResultState(resultSetPartitionId, asyncMode, ctx.getIOManager(), fileFactory,
+                ctx.getInitialFrameSize());
+    }
+
+    public ResultState getResultState() {
+        return resultState;
+    }
+
+    @Override
+    public void open() {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("open(" + partition + ")");
+        }
+        partitionRegistered = false;
+        resultState.open();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        if (!partitionRegistered) {
+            registerResultPartitionLocation(false);
+            partitionRegistered = true;
+        }
+        if (datasetMemoryManager == null) {
+            resultState.write(buffer);
+        } else {
+            resultState.write(datasetMemoryManager, buffer);
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        try {
+            resultState.closeAndDelete();
+            resultState.abort();
+            manager.reportPartitionFailure(jobId, resultSetId, partition);
+        } catch (HyracksException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("close(" + partition + ")");
+        }
+        if (!partitionRegistered) {
+            registerResultPartitionLocation(true);
+            partitionRegistered = true;
+        }
+        resultState.close();
+        try {
+            manager.reportPartitionWriteCompletion(jobId, resultSetId, partition);
+        } catch (HyracksException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    void registerResultPartitionLocation(boolean empty) throws HyracksDataException {
+        try {
+            manager.registerResultPartitionLocation(jobId, resultSetId, partition, nPartitions, orderedResult, empty);
+        } catch (HyracksException e) {
+            if (e instanceof HyracksDataException) {
+                throw (HyracksDataException) e;
+            } else {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/Page.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/Page.java
new file mode 100644
index 0000000..2eb33fd
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/Page.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.nio.ByteBuffer;
+
+public class Page {
+    private final ByteBuffer buffer;
+
+    public Page(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    public ByteBuffer clear() {
+        return (ByteBuffer) buffer.clear();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/ResultState.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/ResultState.java
new file mode 100644
index 0000000..be7ed3d
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/dataset/ResultState.java
@@ -0,0 +1,323 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.dataset;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.ResultSetPartitionId;
+
+public class ResultState implements IStateObject {
+    private static final String FILE_PREFIX = "result_";
+
+    private final ResultSetPartitionId resultSetPartitionId;
+
+    private final boolean asyncMode;
+
+    private final int frameSize;
+
+    private final IIOManager ioManager;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final AtomicBoolean eos;
+
+    private final AtomicBoolean failed;
+
+    private final List<Page> localPageList;
+
+    private FileReference fileRef;
+
+    private IFileHandle writeFileHandle;
+
+    private IFileHandle readFileHandle;
+
+    private long size;
+
+    private long persistentSize;
+
+    ResultState(ResultSetPartitionId resultSetPartitionId, boolean asyncMode, IIOManager ioManager,
+            IWorkspaceFileFactory fileFactory, int frameSize) {
+        this.resultSetPartitionId = resultSetPartitionId;
+        this.asyncMode = asyncMode;
+        this.ioManager = ioManager;
+        this.fileFactory = fileFactory;
+        this.frameSize = frameSize;
+        eos = new AtomicBoolean(false);
+        failed = new AtomicBoolean(false);
+        localPageList = new ArrayList<Page>();
+
+        fileRef = null;
+        writeFileHandle = null;
+    }
+
+    public synchronized void open() {
+        size = 0;
+        persistentSize = 0;
+    }
+
+    public synchronized void close() {
+        eos.set(true);
+        notifyAll();
+    }
+
+    public synchronized void closeAndDelete() {
+        // Deleting a job is equivalent to aborting the job for all practical purposes, so the same action, needs
+        // to be taken when there are more requests to these result states.
+        failed.set(true);
+        if (writeFileHandle != null) {
+            try {
+                ioManager.close(writeFileHandle);
+            } catch (IOException e) {
+                // Since file handle could not be closed, just ignore.
+            }
+        }
+        if (fileRef != null) {
+            fileRef.delete();
+        }
+    }
+
+    public synchronized void write(ByteBuffer buffer) throws HyracksDataException {
+        if (fileRef == null) {
+            String fName = FILE_PREFIX + String.valueOf(resultSetPartitionId.getPartition());
+            fileRef = fileFactory.createUnmanagedWorkspaceFile(fName);
+            writeFileHandle = ioManager.open(fileRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                    IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+        }
+
+        size += ioManager.syncWrite(writeFileHandle, size, buffer);
+
+        notifyAll();
+    }
+
+    public synchronized void write(DatasetMemoryManager datasetMemoryManager, ByteBuffer buffer)
+            throws HyracksDataException {
+        int srcOffset = 0;
+        Page destPage = null;
+
+        if (!localPageList.isEmpty()) {
+            destPage = localPageList.get(localPageList.size() - 1);
+        }
+
+        while (srcOffset < buffer.limit()) {
+            if ((destPage == null) || (destPage.getBuffer().remaining() <= 0)) {
+                destPage = datasetMemoryManager.requestPage(resultSetPartitionId, this);
+                localPageList.add(destPage);
+            }
+            int srcLength = Math.min(buffer.limit() - srcOffset, destPage.getBuffer().remaining());
+            destPage.getBuffer().put(buffer.array(), srcOffset, srcLength);
+            srcOffset += srcLength;
+            size += srcLength;
+        }
+
+        notifyAll();
+    }
+
+    public synchronized void readOpen() {
+        // It is a noOp for now, leaving here to keep the API stable for future usage.
+    }
+
+    public synchronized void readClose() throws HyracksDataException {
+        if (readFileHandle != null) {
+            ioManager.close(readFileHandle);
+        }
+    }
+
+    public synchronized long read(long offset, ByteBuffer buffer) throws HyracksDataException {
+        long readSize = 0;
+
+        while (offset >= size && !eos.get() && !failed.get()) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if ((offset >= size && eos.get()) || failed.get()) {
+            return readSize;
+        }
+
+        if (readFileHandle == null) {
+            initReadFileHandle();
+        }
+        readSize = ioManager.syncRead(readFileHandle, offset, buffer);
+
+        return readSize;
+    }
+
+    public long read(DatasetMemoryManager datasetMemoryManager, long offset, ByteBuffer buffer)
+            throws HyracksDataException {
+        long readSize = 0;
+        synchronized (this) {
+            while (offset >= size && !eos.get() && !failed.get()) {
+                try {
+                    wait();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            if ((offset >= size && eos.get()) || failed.get()) {
+                return readSize;
+            }
+
+            if (offset < persistentSize) {
+                if (readFileHandle == null) {
+                    initReadFileHandle();
+                }
+                readSize = ioManager.syncRead(readFileHandle, offset, buffer);
+                if (readSize < 0){
+                    throw new HyracksDataException("Premature end of file");
+                }
+            }
+
+            if (readSize < buffer.capacity()) {
+                long localPageOffset = offset - persistentSize;
+                int localPageIndex = (int) (localPageOffset / DatasetMemoryManager.getPageSize());
+                int pageOffset = (int) (localPageOffset % DatasetMemoryManager.getPageSize());
+                Page page = getPage(localPageIndex);
+                if (page == null) {
+                    return readSize;
+                }
+                readSize += buffer.remaining();
+                buffer.put(page.getBuffer().array(), pageOffset, buffer.remaining());
+            }
+        }
+        datasetMemoryManager.pageReferenced(resultSetPartitionId);
+        return readSize;
+    }
+
+    public synchronized void abort() {
+        failed.set(true);
+        notifyAll();
+    }
+
+    public synchronized Page returnPage() throws HyracksDataException {
+        Page page = removePage();
+
+        // If we do not have any pages to be given back close the write channel since we don't write any more, return null.
+        if (page == null) {
+            ioManager.close(writeFileHandle);
+            return null;
+        }
+
+        page.getBuffer().flip();
+
+        if (fileRef == null) {
+            String fName = FILE_PREFIX + String.valueOf(resultSetPartitionId.getPartition());
+            fileRef = fileFactory.createUnmanagedWorkspaceFile(fName);
+            writeFileHandle = ioManager.open(fileRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                    IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+            notifyAll();
+        }
+
+        long delta = ioManager.syncWrite(writeFileHandle, persistentSize, page.getBuffer());
+        persistentSize += delta;
+        return page;
+    }
+
+    public synchronized void setEOS(boolean eos) {
+        this.eos.set(eos);
+    }
+
+    public ResultSetPartitionId getResultSetPartitionId() {
+        return resultSetPartitionId;
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public IIOManager getIOManager() {
+        return ioManager;
+    }
+
+    public boolean getAsyncMode() {
+        return asyncMode;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return resultSetPartitionId.getJobId();
+    }
+
+    @Override
+    public Object getId() {
+        return resultSetPartitionId;
+    }
+
+    @Override
+    public long getMemoryOccupancy() {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void toBytes(DataOutput out) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void fromBytes(DataInput in) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+
+    private Page getPage(int index) {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.get(index);
+        }
+        return page;
+    }
+
+    private Page removePage() {
+        Page page = null;
+        if (!localPageList.isEmpty()) {
+            page = localPageList.remove(localPageList.size() - 1);
+        }
+        return page;
+    }
+
+    private void initReadFileHandle() throws HyracksDataException {
+        while (fileRef == null && !failed.get()) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if (failed.get()) {
+            return;
+        }
+
+        readFileHandle = ioManager.open(fileRef, IIOManager.FileReadWriteMode.READ_ONLY,
+                IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/FileHandle.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/FileHandle.java
new file mode 100644
index 0000000..f0e7f0e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/FileHandle.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.io;
+
+import java.io.IOException;
+import java.io.RandomAccessFile;
+import java.nio.channels.FileChannel;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+
+public class FileHandle implements IFileHandle {
+    private final FileReference fileRef;
+
+    private RandomAccessFile raf;
+
+    private FileChannel channel;
+
+    public FileHandle(FileReference fileRef) {
+        this.fileRef = fileRef;
+    }
+
+    public void open(IIOManager.FileReadWriteMode rwMode, IIOManager.FileSyncMode syncMode) throws IOException {
+        String mode;
+        switch (rwMode) {
+            case READ_ONLY:
+                mode = "r";
+                break;
+
+            case READ_WRITE:
+                fileRef.getFile().getAbsoluteFile().getParentFile().mkdirs();
+                switch (syncMode) {
+                    case METADATA_ASYNC_DATA_ASYNC:
+                        mode = "rw";
+                        break;
+
+                    case METADATA_ASYNC_DATA_SYNC:
+                        mode = "rwd";
+                        break;
+
+                    case METADATA_SYNC_DATA_SYNC:
+                        mode = "rws";
+                        break;
+
+                    default:
+                        throw new IllegalArgumentException();
+                }
+                break;
+
+            default:
+                throw new IllegalArgumentException();
+        }
+        raf = new RandomAccessFile(fileRef.getFile(), mode);
+        channel = raf.getChannel();
+    }
+
+    public void close() throws IOException {
+        channel.close();
+        raf.close();
+    }
+
+    public FileReference getFileReference() {
+        return fileRef;
+    }
+
+    public RandomAccessFile getRandomAccessFile() {
+        return raf;
+    }
+
+    public FileChannel getFileChannel() {
+        return channel;
+    }
+
+    public void sync(boolean metadata) throws IOException {
+        channel.force(metadata);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/IOManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/IOManager.java
new file mode 100644
index 0000000..519a9d7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/IOManager.java
@@ -0,0 +1,291 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.io;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.Executor;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOFuture;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IODeviceHandle;
+
+public class IOManager implements IIOManager {
+    private static final String WORKSPACE_FILE_SUFFIX = ".waf";
+    private final List<IODeviceHandle> ioDevices;
+    private Executor executor;
+    private final List<IODeviceHandle> workAreaIODevices;
+    private int workAreaDeviceIndex;
+
+    public IOManager(List<IODeviceHandle> devices, Executor executor) throws HyracksException {
+        this(devices);
+        this.executor = executor;
+    }
+
+    public IOManager(List<IODeviceHandle> devices) throws HyracksException {
+        this.ioDevices = Collections.unmodifiableList(devices);
+        workAreaIODevices = new ArrayList<IODeviceHandle>();
+        for (IODeviceHandle d : ioDevices) {
+            if (d.getWorkAreaPath() != null) {
+                new File(d.getPath(), d.getWorkAreaPath()).mkdirs();
+                workAreaIODevices.add(d);
+            }
+        }
+        if (workAreaIODevices.isEmpty()) {
+            throw new HyracksException("No devices with work areas found");
+        }
+        workAreaDeviceIndex = 0;
+    }
+
+    public void setExecutor(Executor executor) {
+        this.executor = executor;
+    }
+
+    @Override
+    public List<IODeviceHandle> getIODevices() {
+        return ioDevices;
+    }
+
+    @Override
+    public IFileHandle open(FileReference fileRef, FileReadWriteMode rwMode, FileSyncMode syncMode)
+            throws HyracksDataException {
+        FileHandle fHandle = new FileHandle(fileRef);
+        try {
+            fHandle.open(rwMode, syncMode);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        return fHandle;
+    }
+
+    @Override
+    public int syncWrite(IFileHandle fHandle, long offset, ByteBuffer data) throws HyracksDataException {
+        try {
+            if (fHandle == null) {
+                throw new IllegalStateException("Trying to write to a deleted file.");
+            }
+            int n = 0;
+            int remaining = data.remaining();
+            while (remaining > 0) {
+                int len = ((FileHandle) fHandle).getFileChannel().write(data, offset);
+                if (len < 0) {
+                    throw new HyracksDataException(
+                            "Error writing to file: " + ((FileHandle) fHandle).getFileReference().toString());
+                }
+                remaining -= len;
+                offset += len;
+                n += len;
+            }
+            return n;
+        } catch (HyracksDataException e) {
+            throw e;
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * Please do check the return value of this read!
+     *
+     * @param fHandle
+     * @param offset
+     * @param data
+     * @return The number of bytes read, possibly zero, or -1 if the given offset is greater than or equal to the file's current size
+     * @throws HyracksDataException
+     */
+    @Override
+    public int syncRead(IFileHandle fHandle, long offset, ByteBuffer data) throws HyracksDataException {
+        try {
+            int n = 0;
+            int remaining = data.remaining();
+            while (remaining > 0) {
+                int len = ((FileHandle) fHandle).getFileChannel().read(data, offset);
+                if (len < 0) {
+                    return n == 0 ? -1 : n;
+                }
+                remaining -= len;
+                offset += len;
+                n += len;
+            }
+            return n;
+        } catch (HyracksDataException e) {
+            throw e;
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public IIOFuture asyncWrite(IFileHandle fHandle, long offset, ByteBuffer data) {
+        AsyncWriteRequest req = new AsyncWriteRequest((FileHandle) fHandle, offset, data);
+        executor.execute(req);
+        return req;
+    }
+
+    @Override
+    public IIOFuture asyncRead(IFileHandle fHandle, long offset, ByteBuffer data) {
+        AsyncReadRequest req = new AsyncReadRequest((FileHandle) fHandle, offset, data);
+        executor.execute(req);
+        return req;
+    }
+
+    @Override
+    public void close(IFileHandle fHandle) throws HyracksDataException {
+        try {
+            ((FileHandle) fHandle).close();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public synchronized FileReference createWorkspaceFile(String prefix) throws HyracksDataException {
+        IODeviceHandle dev = workAreaIODevices.get(workAreaDeviceIndex);
+        workAreaDeviceIndex = (workAreaDeviceIndex + 1) % workAreaIODevices.size();
+        String waPath = dev.getWorkAreaPath();
+        File waf;
+        try {
+            waf = File.createTempFile(prefix, WORKSPACE_FILE_SUFFIX, new File(dev.getPath(), waPath));
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        return dev.createFileReference(waPath + File.separator + waf.getName());
+    }
+
+    private abstract class AsyncRequest implements IIOFuture, Runnable {
+        protected final FileHandle fHandle;
+        protected final long offset;
+        protected final ByteBuffer data;
+        private boolean complete;
+        private HyracksDataException exception;
+        private int result;
+
+        private AsyncRequest(FileHandle fHandle, long offset, ByteBuffer data) {
+            this.fHandle = fHandle;
+            this.offset = offset;
+            this.data = data;
+            complete = false;
+            exception = null;
+        }
+
+        @Override
+        public void run() {
+            HyracksDataException hde = null;
+            int res = -1;
+            try {
+                res = performOperation();
+            } catch (HyracksDataException e) {
+                hde = e;
+            }
+            synchronized (this) {
+                exception = hde;
+                result = res;
+                complete = true;
+                notifyAll();
+            }
+        }
+
+        protected abstract int performOperation() throws HyracksDataException;
+
+        @Override
+        public synchronized int synchronize() throws HyracksDataException, InterruptedException {
+            while (!complete) {
+                wait();
+            }
+            if (exception != null) {
+                throw exception;
+            }
+            return result;
+        }
+
+        @Override
+        public synchronized boolean isComplete() {
+            return complete;
+        }
+    }
+
+    private class AsyncReadRequest extends AsyncRequest {
+        private AsyncReadRequest(FileHandle fHandle, long offset, ByteBuffer data) {
+            super(fHandle, offset, data);
+        }
+
+        @Override
+        protected int performOperation() throws HyracksDataException {
+            return syncRead(fHandle, offset, data);
+        }
+    }
+
+    private class AsyncWriteRequest extends AsyncRequest {
+        private AsyncWriteRequest(FileHandle fHandle, long offset, ByteBuffer data) {
+            super(fHandle, offset, data);
+        }
+
+        @Override
+        protected int performOperation() throws HyracksDataException {
+            return syncWrite(fHandle, offset, data);
+        }
+    }
+
+    @Override
+    public void sync(IFileHandle fileHandle, boolean metadata) throws HyracksDataException {
+        try {
+            ((FileHandle) fileHandle).sync(metadata);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public long getSize(IFileHandle fileHandle) {
+        return ((FileHandle) fileHandle).getFileReference().getFile().length();
+    }
+
+    @Override
+    public void deleteWorkspaceFiles() {
+        for (IODeviceHandle ioDevice : workAreaIODevices) {
+            File workspaceFolder = new File(ioDevice.getPath(), ioDevice.getWorkAreaPath());
+            if (workspaceFolder.exists() && workspaceFolder.isDirectory()) {
+                File[] workspaceFiles = workspaceFolder.listFiles(WORKSPACE_FILES_FILTER);
+                for (File workspaceFile : workspaceFiles) {
+                    workspaceFile.delete();
+                }
+            }
+        }
+    }
+
+    private static final FilenameFilter WORKSPACE_FILES_FILTER = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return name.endsWith(WORKSPACE_FILE_SUFFIX);
+        }
+    };
+
+    @Override
+    public FileReference getAbsoluteFileRef(int ioDeviceId, String relativePath) {
+        IODeviceHandle devHandle = ioDevices.get(ioDeviceId);
+        return new FileReference(devHandle, relativePath);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/WorkspaceFileFactory.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/WorkspaceFileFactory.java
new file mode 100644
index 0000000..4f9eb29
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/WorkspaceFileFactory.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.io;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.api.resources.IDeallocatableRegistry;
+
+public final class WorkspaceFileFactory implements IWorkspaceFileFactory {
+    private final IDeallocatableRegistry registry;
+    private final IOManager ioManager;
+
+    public WorkspaceFileFactory(IDeallocatableRegistry registry, IOManager ioManager) {
+        this.registry = registry;
+        this.ioManager = ioManager;
+    }
+
+    @Override
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException {
+        final FileReference fRef = ioManager.createWorkspaceFile(prefix);
+        registry.registerDeallocatable(new IDeallocatable() {
+            @Override
+            public void deallocate() {
+                // Delete the created managed file.
+                FileUtils.deleteQuietly(fRef.getFile());
+            }
+        });
+        return fRef;
+    }
+
+    @Override
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return ioManager.createWorkspaceFile(prefix);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IIOCounter.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IIOCounter.java
new file mode 100644
index 0000000..3612d8f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IIOCounter.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.io.profiling;
+
+public interface IIOCounter {
+
+    /**
+     * @return the number of block reads from the very beginning
+     */
+    public long getReads();
+
+    /**
+     * @return the number of block writes from the very beginning
+     */
+    public long getWrites();
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterDefault.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterDefault.java
new file mode 100644
index 0000000..5380911
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterDefault.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.io.profiling;
+
+public class IOCounterDefault implements IIOCounter{
+
+    @Override
+    public long getReads() {
+        return 0;
+    }
+
+    @Override
+    public long getWrites() {
+        return 0;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterFactory.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterFactory.java
new file mode 100644
index 0000000..1b7cf8f
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.io.profiling;
+
+public class IOCounterFactory {
+
+    /**
+     * Get the IOCounter for the specific underlying OS
+     *
+     * @return an IIOCounter instance
+     */
+    public IIOCounter getIOCounter() {
+        String osName = System.getProperty("os.name").toLowerCase();
+        if (osName.indexOf("nix") >= 0 || osName.indexOf("nux") >= 0 || osName.indexOf("aix") >= 0) {
+            return new IOCounterLinux();
+        } else if (osName.indexOf("mac") >= 0) {
+            return new IOCounterOSX();
+        } else {
+            return new IOCounterDefault();
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterLinux.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterLinux.java
new file mode 100644
index 0000000..3db4c8c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterLinux.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.io.profiling;
+
+import java.io.BufferedReader;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.util.StringTokenizer;
+
+public class IOCounterLinux implements IIOCounter {
+    public static final String COMMAND = "iostat";
+    public static final String STATFILE = "/proc/self/io";
+    public static final int PAGE_SIZE = 4096;
+
+    private long baseReads = 0;
+    private long baseWrites = 0;
+
+    public IOCounterLinux() {
+        baseReads = getReads();
+        baseWrites = getWrites();
+    }
+
+    @Override
+    public long getReads() {
+        try {
+            long reads = extractRow(4);
+            return reads;
+        } catch (IOException e) {
+            try {
+                long reads = extractColumn(4) * PAGE_SIZE;
+                return reads - baseReads;
+            } catch (IOException e2) {
+                return 0;
+            }
+        }
+    }
+
+    @Override
+    public long getWrites() {
+        try {
+            long writes = extractRow(5);
+            long cancelledWrites = extractRow(6);
+            return (writes - cancelledWrites);
+        } catch (IOException e) {
+            try {
+                long writes = extractColumn(5) * PAGE_SIZE;
+                return writes - baseWrites;
+            } catch (IOException e2) {
+                return 0;
+            }
+        }
+    }
+
+    private long extractColumn(int columnIndex) throws IOException {
+        BufferedReader reader = exec(COMMAND);
+        String line = null;
+        boolean device = false;
+        long ios = 0;
+        while ((line = reader.readLine()) != null) {
+            if (line.contains("Blk_read")) {
+                device = true;
+                continue;
+            }
+            if (device == true) {
+                StringTokenizer tokenizer = new StringTokenizer(line);
+                int i = 0;
+                while (tokenizer.hasMoreTokens()) {
+                    String column = tokenizer.nextToken();
+                    if (i == columnIndex) {
+                        ios += Long.parseLong(column);
+                        break;
+                    }
+                    i++;
+                }
+            }
+        }
+        reader.close();
+        return ios;
+    }
+
+    private long extractRow(int rowIndex) throws IOException {
+        BufferedReader reader = new BufferedReader(new InputStreamReader(new FileInputStream(STATFILE)));
+        String line = null;
+        long ios = 0;
+        int i = 0;
+        while ((line = reader.readLine()) != null) {
+            if (i == rowIndex) {
+                StringTokenizer tokenizer = new StringTokenizer(line);
+                int j = 0;
+                while (tokenizer.hasMoreTokens()) {
+                    String column = tokenizer.nextToken();
+                    if (j == 1) {
+                        ios = Long.parseLong(column);
+                        break;
+                    }
+                    j++;
+                }
+            }
+            i++;
+        }
+        reader.close();
+        return ios;
+    }
+
+    private BufferedReader exec(String command) throws IOException {
+        Process p = Runtime.getRuntime().exec(command);
+        return new BufferedReader(new InputStreamReader(p.getInputStream()));
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterOSX.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterOSX.java
new file mode 100644
index 0000000..729157b
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/io/profiling/IOCounterOSX.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.io.profiling;
+
+public class IOCounterOSX implements IIOCounter {
+
+    @Override
+    public long getReads() {
+        return 0;
+    }
+
+    @Override
+    public long getWrites() {
+        return 0;
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/DatasetNetworkManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/DatasetNetworkManager.java
new file mode 100644
index 0000000..3c99ef3
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/DatasetNetworkManager.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.net;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.comm.channels.IChannelConnectionFactory;
+import org.apache.hyracks.comm.channels.NetworkOutputChannel;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import org.apache.hyracks.net.protocols.muxdemux.IChannelOpenListener;
+import org.apache.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemux;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class DatasetNetworkManager implements IChannelConnectionFactory {
+    private static final Logger LOGGER = Logger.getLogger(DatasetNetworkManager.class.getName());
+
+    private static final int MAX_CONNECTION_ATTEMPTS = 5;
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final IDatasetPartitionManager partitionManager;
+
+    private final MuxDemux md;
+
+    private final int nBuffers;
+
+    private NetworkAddress localNetworkAddress;
+
+    private NetworkAddress publicNetworkAddress;
+
+    /**
+     * @param inetAddress - Internet address to bind the listen port to
+     * @param inetPort - Port to bind on inetAddress
+     * @param publicInetAddress - Internet address to report to consumers;
+     *    useful when behind NAT. null = same as inetAddress
+     * @param publicInetPort - Port to report to consumers; useful when
+     *    behind NAT. Ignored if publicInetAddress is null. 0 = same as inetPort
+     */
+    public DatasetNetworkManager(String inetAddress, int inetPort, IDatasetPartitionManager partitionManager, int nThreads,
+                                 int nBuffers, String publicInetAddress, int publicInetPort) throws IOException {
+        this.partitionManager = partitionManager;
+        this.nBuffers = nBuffers;
+        md = new MuxDemux(new InetSocketAddress(inetAddress, inetPort), new ChannelOpenListener(), nThreads,
+                MAX_CONNECTION_ATTEMPTS);
+        // Just save these values for the moment; may be reset in start()
+        publicNetworkAddress = new NetworkAddress(publicInetAddress, publicInetPort);
+    }
+
+    public void start() throws IOException {
+        md.start();
+        InetSocketAddress sockAddr = md.getLocalAddress();
+        localNetworkAddress = new NetworkAddress(sockAddr.getHostString(), sockAddr.getPort());
+
+        // See if the public address was explicitly specified, and if not,
+        // make it a copy of localNetworkAddress
+        if (publicNetworkAddress.getAddress() == null) {
+            publicNetworkAddress = localNetworkAddress;
+        }
+        else {
+            // Likewise for public port
+            if (publicNetworkAddress.getPort() == 0) {
+                publicNetworkAddress = new NetworkAddress
+                    (publicNetworkAddress.getAddress(), sockAddr.getPort());
+            }
+        }
+    }
+
+    public NetworkAddress getLocalNetworkAddress() {
+        return localNetworkAddress;
+    }
+
+    public NetworkAddress getPublicNetworkAddress() {
+        return publicNetworkAddress;
+    }
+
+    public void stop() {
+
+    }
+
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = md.connect((InetSocketAddress) remoteAddress);
+        return mConn.openChannel();
+    }
+
+    private class ChannelOpenListener implements IChannelOpenListener {
+        @Override
+        public void channelOpened(ChannelControlBlock channel) {
+            channel.getReadInterface().setFullBufferAcceptor(new InitialBufferAcceptor(channel));
+            channel.getReadInterface().getEmptyBufferAcceptor().accept(ByteBuffer.allocate(INITIAL_MESSAGE_SIZE));
+        }
+    }
+
+    private class InitialBufferAcceptor implements ICloseableBufferAcceptor {
+        private final ChannelControlBlock ccb;
+
+        private NetworkOutputChannel noc;
+
+        public InitialBufferAcceptor(ChannelControlBlock ccb) {
+            this.ccb = ccb;
+        }
+
+        @Override
+        public void accept(ByteBuffer buffer) {
+            JobId jobId = new JobId(buffer.getLong());
+            ResultSetId rsId = new ResultSetId(buffer.getLong());
+            int partition = buffer.getInt();
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Received initial dataset partition read request for JobId: " + jobId + " partition: "
+                        + partition + " on channel: " + ccb);
+            }
+            noc = new NetworkOutputChannel(ccb, nBuffers);
+            try {
+                partitionManager.initializeDatasetPartitionReader(jobId, rsId, partition, noc);
+            } catch (HyracksException e) {
+                noc.abort();
+            }
+        }
+
+        @Override
+        public void close() {
+
+        }
+
+        @Override
+        public void error(int ecode) {
+            if (noc != null) {
+                noc.abort();
+            }
+        }
+    }
+
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return md.getPerformanceCounters();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/NetworkManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/NetworkManager.java
new file mode 100644
index 0000000..4b28aef
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/net/NetworkManager.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.net;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.SocketAddress;
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.comm.channels.IChannelConnectionFactory;
+import org.apache.hyracks.comm.channels.NetworkOutputChannel;
+import org.apache.hyracks.control.nc.partitions.PartitionManager;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import org.apache.hyracks.net.protocols.muxdemux.IChannelOpenListener;
+import org.apache.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemux;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemuxPerformanceCounters;
+
+public class NetworkManager implements IChannelConnectionFactory {
+    private static final Logger LOGGER = Logger.getLogger(NetworkManager.class.getName());
+
+    private static final int MAX_CONNECTION_ATTEMPTS = 5;
+
+    static final int INITIAL_MESSAGE_SIZE = 20;
+
+    private final PartitionManager partitionManager;
+
+    private final int nBuffers;
+
+    private final MuxDemux md;
+
+    private NetworkAddress localNetworkAddress;
+
+    private NetworkAddress publicNetworkAddress;
+
+    public NetworkManager(String inetAddress, int inetPort, PartitionManager partitionManager, int nThreads, int nBuffers,
+                          String publicInetAddress, int publicInetPort)
+            throws IOException {
+        this.partitionManager = partitionManager;
+        this.nBuffers = nBuffers;
+        md = new MuxDemux(new InetSocketAddress(inetAddress, inetPort), new ChannelOpenListener(), nThreads,
+                MAX_CONNECTION_ATTEMPTS);
+        // Just save these values for the moment; may be reset in start()
+        publicNetworkAddress = new NetworkAddress(publicInetAddress, publicInetPort);
+    }
+
+    public void start() throws IOException {
+        md.start();
+        InetSocketAddress sockAddr = md.getLocalAddress();
+        localNetworkAddress = new NetworkAddress(sockAddr.getHostString(), sockAddr.getPort());
+
+        // See if the public address was explicitly specified, and if not,
+        // make it a copy of localNetworkAddress
+        if (publicNetworkAddress.getAddress() == null) {
+            publicNetworkAddress = localNetworkAddress;
+        }
+        else {
+            // Likewise for public port
+            if (publicNetworkAddress.getPort() == 0) {
+                publicNetworkAddress = new NetworkAddress
+                    (publicNetworkAddress.getAddress(), sockAddr.getPort());
+            }
+        }
+    }
+
+    public NetworkAddress getLocalNetworkAddress() {
+        return localNetworkAddress;
+    }
+
+    public NetworkAddress getPublicNetworkAddress() {
+        return publicNetworkAddress;
+    }
+
+    public void stop() {
+
+    }
+
+    public ChannelControlBlock connect(SocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = md.connect((InetSocketAddress) remoteAddress);
+        return mConn.openChannel();
+    }
+
+    private class ChannelOpenListener implements IChannelOpenListener {
+        @Override
+        public void channelOpened(ChannelControlBlock channel) {
+            channel.getReadInterface().setFullBufferAcceptor(new InitialBufferAcceptor(channel));
+            channel.getReadInterface().getEmptyBufferAcceptor().accept(ByteBuffer.allocate(INITIAL_MESSAGE_SIZE));
+        }
+    }
+
+    private class InitialBufferAcceptor implements ICloseableBufferAcceptor {
+        private final ChannelControlBlock ccb;
+
+        private NetworkOutputChannel noc;
+
+        public InitialBufferAcceptor(ChannelControlBlock ccb) {
+            this.ccb = ccb;
+        }
+
+        @Override
+        public void accept(ByteBuffer buffer) {
+            PartitionId pid = readInitialMessage(buffer);
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Received initial partition request: " + pid + " on channel: " + ccb);
+            }
+            noc = new NetworkOutputChannel(ccb, nBuffers);
+            try {
+                partitionManager.registerPartitionRequest(pid, noc);
+            } catch (HyracksException e) {
+                e.printStackTrace();
+                noc.abort();
+            }
+        }
+
+        @Override
+        public void close() {
+
+        }
+
+        @Override
+        public void error(int ecode) {
+            if (noc != null) {
+                noc.abort();
+            }
+        }
+    }
+
+    private static PartitionId readInitialMessage(ByteBuffer buffer) {
+        JobId jobId = new JobId(buffer.getLong());
+        ConnectorDescriptorId cdid = new ConnectorDescriptorId(buffer.getInt());
+        int senderIndex = buffer.getInt();
+        int receiverIndex = buffer.getInt();
+        return new PartitionId(jobId, cdid, senderIndex, receiverIndex);
+    }
+
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return md.getPerformanceCounters();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartition.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartition.java
new file mode 100644
index 0000000..20b5bbe
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartition.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.Executor;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.control.nc.io.IOManager;
+
+public class MaterializedPartition implements IPartition {
+    private final IHyracksTaskContext ctx;
+
+    private final FileReference partitionFile;
+
+    private final Executor executor;
+
+    private final IOManager ioManager;
+
+    public MaterializedPartition(IHyracksTaskContext ctx, FileReference partitionFile, Executor executor,
+            IOManager ioManager) {
+        this.ctx = ctx;
+        this.partitionFile = partitionFile;
+        this.executor = executor;
+        this.ioManager = ioManager;
+    }
+
+    @Override
+    public IHyracksTaskContext getTaskContext() {
+        return ctx;
+    }
+
+    @Override
+    public void deallocate() {
+        if (partitionFile != null) {
+            partitionFile.delete();
+        }
+    }
+
+    @Override
+    public void writeTo(final IFrameWriter writer) {
+        executor.execute(new Runnable() {
+            @Override
+            public void run() {
+                try {
+                    if (partitionFile == null) {
+                        writer.open();
+                        writer.close();
+                        return;
+                    }
+                    IFileHandle fh = ioManager.open(partitionFile, IIOManager.FileReadWriteMode.READ_ONLY,
+                            IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+                    try {
+                        writer.open();
+                        try {
+                            long offset = 0;
+                            ByteBuffer buffer = ctx.allocateFrame();
+                            while (true) {
+                                buffer.clear();
+                                long size = ioManager.syncRead(fh, offset, buffer);
+                                if (size < 0) {
+                                    break;
+                                } else if (size < buffer.capacity()) {
+                                    throw new HyracksDataException("Premature end of file");
+                                }
+                                offset += size;
+                                buffer.flip();
+                                writer.nextFrame(buffer);
+                            }
+                        } finally {
+                            writer.close();
+                        }
+                    } finally {
+                        ioManager.close(fh);
+                    }
+                } catch (HyracksDataException e) {
+                    throw new RuntimeException(e);
+                }
+            }
+        });
+    }
+
+    @Override
+    public boolean isReusable() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java
new file mode 100644
index 0000000..d40de19
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionInputChannel.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayDeque;
+import java.util.Queue;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class MaterializedPartitionInputChannel implements IInputChannel {
+    private final int nBuffers;
+
+    private final Queue<ByteBuffer> emptyQueue;
+
+    private final Queue<ByteBuffer> fullQueue;
+
+    private final PartitionId pid;
+
+    private final PartitionManager manager;
+
+    private final FrameWriter writer;
+
+    private IInputChannelMonitor monitor;
+
+    private Object attachment;
+
+    public MaterializedPartitionInputChannel(int nBuffers, PartitionId pid, PartitionManager manager) {
+        this.nBuffers = nBuffers;
+        this.emptyQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        fullQueue = new ArrayDeque<ByteBuffer>(nBuffers);
+        this.pid = pid;
+        this.manager = manager;
+        writer = new FrameWriter();
+    }
+
+    @Override
+    public void registerMonitor(IInputChannelMonitor monitor) {
+        this.monitor = monitor;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    @Override
+    public ByteBuffer getNextBuffer() {
+        return fullQueue.poll();
+    }
+
+    @Override
+    public void recycleBuffer(ByteBuffer buffer) {
+        buffer.clear();
+        synchronized (this) {
+            emptyQueue.add(buffer);
+            notifyAll();
+        }
+    }
+
+    @Override
+    public void open(IHyracksCommonContext ctx) throws HyracksDataException {
+        for (int i = 0; i < nBuffers; ++i) {
+            emptyQueue.add(ctx.allocateFrame());
+        }
+        IPartition partition = manager.getPartition(pid);
+        partition.writeTo(writer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    private class FrameWriter implements IFrameWriter {
+        @Override
+        public void open() throws HyracksDataException {
+
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            synchronized (MaterializedPartitionInputChannel.this) {
+                while (emptyQueue.isEmpty()) {
+                    try {
+                        MaterializedPartitionInputChannel.this.wait();
+                    } catch (InterruptedException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+                ByteBuffer destFrame = emptyQueue.poll();
+                buffer.position(0);
+                buffer.limit(buffer.capacity());
+                if (destFrame.capacity() < buffer.capacity()) {
+                    throw new HyracksDataException("should never happen");
+                }
+                destFrame.clear();
+                destFrame.put(buffer);
+                fullQueue.add(destFrame);
+                monitor.notifyDataAvailability(MaterializedPartitionInputChannel.this, 1);
+            }
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            monitor.notifyEndOfStream(MaterializedPartitionInputChannel.this);
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            // materialize operators should only send their output once all of their input has been consumed. hence, this is a no op
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionWriter.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionWriter.java
new file mode 100644
index 0000000..74aa350
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializedPartitionWriter.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.Executor;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.nc.io.IOManager;
+
+public class MaterializedPartitionWriter implements IFrameWriter {
+    private static final Logger LOGGER = Logger.getLogger(MaterializedPartitionWriter.class.getName());
+
+    private final IHyracksTaskContext ctx;
+
+    private final PartitionManager manager;
+
+    private final PartitionId pid;
+
+    private final TaskAttemptId taId;
+
+    private final Executor executor;
+
+    private FileReference fRef;
+
+    private IFileHandle handle;
+
+    private long size;
+
+    private boolean failed;
+
+    public MaterializedPartitionWriter(IHyracksTaskContext ctx, PartitionManager manager, PartitionId pid,
+            TaskAttemptId taId, Executor executor) {
+        this.ctx = ctx;
+        this.manager = manager;
+        this.pid = pid;
+        this.taId = taId;
+        this.executor = executor;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("open(" + pid + " by " + taId);
+        }
+        failed = false;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        if (handle == null) {
+            fRef = manager.getFileFactory().createUnmanagedWorkspaceFile(pid.toString());
+            handle = ctx.getIOManager().open(fRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                    IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+            size = 0;
+        }
+        size += ctx.getIOManager().syncWrite(handle, size, buffer);
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        failed = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("close(" + pid + " by " + taId);
+        }
+        if (handle != null) {
+            ctx.getIOManager().close(handle);
+        }
+        if (!failed) {
+            manager.registerPartition(pid, taId,
+                    new MaterializedPartition(ctx, fRef, executor, (IOManager) ctx.getIOManager()),
+                    PartitionState.COMMITTED, taId.getAttempt() == 0 ? false : true);
+
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        // materialize writer is kind of a sink operator, hence, flush() is a no op.
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializingPipelinedPartition.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializingPipelinedPartition.java
new file mode 100644
index 0000000..7d12296
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/MaterializingPipelinedPartition.java
@@ -0,0 +1,216 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.Executor;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.nc.io.IOManager;
+
+public class MaterializingPipelinedPartition implements IFrameWriter, IPartition {
+    private static final Logger LOGGER = Logger.getLogger(MaterializingPipelinedPartition.class.getName());
+
+    private final IHyracksTaskContext ctx;
+
+    private final Executor executor;
+
+    private final IOManager ioManager;
+
+    private final PartitionManager manager;
+
+    private final PartitionId pid;
+
+    private final TaskAttemptId taId;
+
+    private FileReference fRef;
+
+    private IFileHandle handle;
+
+    private long size;
+
+    private boolean eos;
+
+    private boolean failed;
+
+    protected boolean flushRequest;
+
+    public MaterializingPipelinedPartition(IHyracksTaskContext ctx, PartitionManager manager, PartitionId pid,
+            TaskAttemptId taId, Executor executor) {
+        this.ctx = ctx;
+        this.executor = executor;
+        this.ioManager = (IOManager) ctx.getIOManager();
+        this.manager = manager;
+        this.pid = pid;
+        this.taId = taId;
+    }
+
+    @Override
+    public IHyracksTaskContext getTaskContext() {
+        return ctx;
+    }
+
+    @Override
+    public void deallocate() {
+        if (fRef != null) {
+            fRef.delete();
+        }
+    }
+
+    @Override
+    public void writeTo(final IFrameWriter writer) {
+        executor.execute(new Runnable() {
+            @Override
+            public void run() {
+                try {
+                    synchronized (MaterializingPipelinedPartition.this) {
+                        while (fRef == null && eos == false) {
+                            MaterializingPipelinedPartition.this.wait();
+                        }
+                    }
+                    IFileHandle fh = fRef == null ? null
+                            : ioManager.open(fRef, IIOManager.FileReadWriteMode.READ_ONLY,
+                                    IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+                    try {
+                        writer.open();
+                        try {
+                            if (fh != null) {
+                                long offset = 0;
+                                ByteBuffer buffer = ctx.allocateFrame();
+                                boolean fail = false;
+                                boolean done = false;
+                                boolean flush = false;
+                                while (!fail && !done) {
+                                    synchronized (MaterializingPipelinedPartition.this) {
+                                        if (flushRequest) {
+                                            flushRequest = false;
+                                            flush = true;
+                                        }
+                                        while (offset >= size && !eos && !failed && !flush) {
+                                            try {
+                                                MaterializingPipelinedPartition.this.wait();
+                                            } catch (InterruptedException e) {
+                                                throw new HyracksDataException(e);
+                                            }
+                                        }
+                                        fail = failed;
+                                        done = eos && offset >= size;
+                                    }
+                                    if (fail) {
+                                        writer.fail();
+                                    } else if (!done) {
+                                        buffer.clear();
+                                        long readLen = ioManager.syncRead(fh, offset, buffer);
+                                        if (readLen < buffer.capacity()) {
+                                            throw new HyracksDataException("Premature end of file");
+                                        }
+                                        offset += readLen;
+                                        buffer.flip();
+                                        writer.nextFrame(buffer);
+                                        if (flush) {
+                                            writer.flush();
+                                            flush = false;
+                                        }
+                                    }
+                                }
+                            }
+                        } finally {
+                            writer.close();
+                        }
+                    } finally {
+                        if (fh != null) {
+                            ioManager.close(fh);
+                        }
+                    }
+                } catch (Exception e) {
+                    throw new RuntimeException(e);
+                }
+            }
+        });
+    }
+
+    @Override
+    public boolean isReusable() {
+        return true;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("open(" + pid + " by " + taId);
+        }
+        size = 0;
+        eos = false;
+        failed = false;
+        manager.registerPartition(pid, taId, this, PartitionState.STARTED, false);
+    }
+
+    private void checkOrCreateFile() throws HyracksDataException {
+        if (fRef == null) {
+            fRef = manager.getFileFactory().createUnmanagedWorkspaceFile(pid.toString().replace(":", "$"));
+            handle = ctx.getIOManager().open(fRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                    IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+        }
+    }
+
+    @Override
+    public synchronized void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        checkOrCreateFile();
+        size += ctx.getIOManager().syncWrite(handle, size, buffer);
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void fail() throws HyracksDataException {
+        failed = true;
+        notifyAll();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("close(" + pid + " by " + taId);
+        }
+        synchronized (this) {
+            eos = true;
+            if (handle != null) {
+                ctx.getIOManager().close(handle);
+            }
+            handle = null;
+            notifyAll();
+        }
+    }
+
+    @Override
+    public synchronized void flush() throws HyracksDataException {
+        flushRequest = true;
+        notifyAll();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PartitionManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PartitionManager.java
new file mode 100644
index 0000000..76eaad3
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PartitionManager.java
@@ -0,0 +1,155 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IWorkspaceFileFactory;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.comm.channels.NetworkOutputChannel;
+import org.apache.hyracks.control.common.job.PartitionDescriptor;
+import org.apache.hyracks.control.common.job.PartitionState;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+import org.apache.hyracks.control.nc.resources.DefaultDeallocatableRegistry;
+
+public class PartitionManager {
+
+    private final NodeControllerService ncs;
+
+    private final Map<PartitionId, List<IPartition>> availablePartitionMap;
+
+    private final DefaultDeallocatableRegistry deallocatableRegistry;
+
+    private final IWorkspaceFileFactory fileFactory;
+
+    private final Map<PartitionId, NetworkOutputChannel> partitionRequests = new HashMap<PartitionId, NetworkOutputChannel>();
+
+    public PartitionManager(NodeControllerService ncs) {
+        this.ncs = ncs;
+        this.availablePartitionMap = new HashMap<PartitionId, List<IPartition>>();
+        this.deallocatableRegistry = new DefaultDeallocatableRegistry();
+        this.fileFactory = new WorkspaceFileFactory(deallocatableRegistry, (IOManager) ncs.getRootContext()
+                .getIOManager());
+    }
+
+    public synchronized void registerPartition(PartitionId pid, TaskAttemptId taId, IPartition partition,
+            PartitionState state, boolean updateToCC) throws HyracksDataException {
+        try {
+            /**
+             * process pending requests
+             */
+            NetworkOutputChannel writer = partitionRequests.remove(pid);
+            if (writer != null) {
+                writer.setFrameSize(partition.getTaskContext().getInitialFrameSize());
+                partition.writeTo(writer);
+                if (!partition.isReusable()) {
+                    return;
+                }
+            }
+
+            /**
+             * put a coming available partition into the available partition map
+             */
+            List<IPartition> pList = availablePartitionMap.get(pid);
+            if (pList == null) {
+                pList = new ArrayList<IPartition>();
+                availablePartitionMap.put(pid, pList);
+            }
+            pList.add(partition);
+
+            /**
+             * update to CC only when necessary
+             */
+            if (updateToCC) {
+                updatePartitionState(pid, taId, partition, state);
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public synchronized IPartition getPartition(PartitionId pid) {
+        return availablePartitionMap.get(pid).get(0);
+    }
+
+    public synchronized void unregisterPartitions(JobId jobId, Collection<IPartition> unregisteredPartitions) {
+        for (Iterator<Map.Entry<PartitionId, List<IPartition>>> i = availablePartitionMap.entrySet().iterator(); i
+                .hasNext();) {
+            Map.Entry<PartitionId, List<IPartition>> e = i.next();
+            PartitionId pid = e.getKey();
+            if (jobId.equals(pid.getJobId())) {
+                for (IPartition p : e.getValue()) {
+                    unregisteredPartitions.add(p);
+                }
+                i.remove();
+            }
+        }
+    }
+
+    public synchronized void registerPartitionRequest(PartitionId partitionId, NetworkOutputChannel writer)
+            throws HyracksException {
+        try {
+            List<IPartition> pList = availablePartitionMap.get(partitionId);
+            if (pList != null && !pList.isEmpty()) {
+                IPartition partition = pList.get(0);
+                writer.setFrameSize(partition.getTaskContext().getInitialFrameSize());
+                partition.writeTo(writer);
+                if (!partition.isReusable()) {
+                    availablePartitionMap.remove(partitionId);
+                }
+            } else {
+                //throw new HyracksException("Request for unknown partition " + partitionId);
+                partitionRequests.put(partitionId, writer);
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public IWorkspaceFileFactory getFileFactory() {
+        return fileFactory;
+    }
+
+    public void close() {
+        deallocatableRegistry.close();
+    }
+
+    public void updatePartitionState(PartitionId pid, TaskAttemptId taId, IPartition partition, PartitionState state)
+            throws HyracksDataException {
+        PartitionDescriptor desc = new PartitionDescriptor(pid, ncs.getId(), taId, partition.isReusable());
+        desc.setState(state);
+        try {
+            ncs.getClusterController().registerPartitionProvider(desc);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PipelinedPartition.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PipelinedPartition.java
new file mode 100644
index 0000000..84d2283
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/PipelinedPartition.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.PartitionState;
+
+public class PipelinedPartition implements IFrameWriter, IPartition {
+    private final IHyracksTaskContext ctx;
+
+    private final PartitionManager manager;
+
+    private final PartitionId pid;
+
+    private final TaskAttemptId taId;
+
+    private IFrameWriter delegate;
+
+    private boolean pendingConnection;
+
+    private boolean failed;
+
+    public PipelinedPartition(IHyracksTaskContext ctx, PartitionManager manager, PartitionId pid, TaskAttemptId taId) {
+        this.ctx = ctx;
+        this.manager = manager;
+        this.pid = pid;
+        this.taId = taId;
+    }
+
+    @Override
+    public IHyracksTaskContext getTaskContext() {
+        return ctx;
+    }
+
+    @Override
+    public boolean isReusable() {
+        return false;
+    }
+
+    @Override
+    public void deallocate() {
+        // do nothing
+    }
+
+    @Override
+    public synchronized void writeTo(IFrameWriter writer) {
+        delegate = writer;
+        notifyAll();
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        manager.registerPartition(pid, taId, this, PartitionState.STARTED, false);
+        failed = false;
+        pendingConnection = true;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        if (!failed) {
+            ensureConnected();
+            delegate.nextFrame(buffer);
+        }
+    }
+
+    private void ensureConnected() throws HyracksDataException {
+        if (pendingConnection) {
+            synchronized (this) {
+                while (delegate == null) {
+                    try {
+                        wait();
+                    } catch (InterruptedException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+            }
+            delegate.open();
+        }
+        pendingConnection = false;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        failed = true;
+        if (delegate != null) {
+            delegate.fail();
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!failed) {
+            ensureConnected();
+            delegate.close();
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        if (!failed) {
+            ensureConnected();
+            delegate.flush();
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/ReceiveSideMaterializingCollector.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/ReceiveSideMaterializingCollector.java
new file mode 100644
index 0000000..b8bdda7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/partitions/ReceiveSideMaterializingCollector.java
@@ -0,0 +1,184 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.partitions;
+
+import java.nio.ByteBuffer;
+import java.util.Collection;
+import java.util.Collections;
+import java.util.concurrent.Executor;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class ReceiveSideMaterializingCollector implements IPartitionCollector {
+    private final IHyracksTaskContext ctx;
+
+    private PartitionManager manager;
+
+    private final IPartitionCollector delegate;
+
+    private final TaskAttemptId taId;
+
+    private final Executor executor;
+
+    public ReceiveSideMaterializingCollector(IHyracksTaskContext ctx, PartitionManager manager,
+            IPartitionCollector collector, TaskAttemptId taId, Executor executor) {
+        this.ctx = ctx;
+        this.manager = manager;
+        this.delegate = collector;
+        this.taId = taId;
+        this.executor = executor;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return delegate.getJobId();
+    }
+
+    @Override
+    public ConnectorDescriptorId getConnectorId() {
+        return delegate.getConnectorId();
+    }
+
+    @Override
+    public int getReceiverIndex() {
+        return delegate.getReceiverIndex();
+    }
+
+    @Override
+    public void open() throws HyracksException {
+        delegate.open();
+    }
+
+    @Override
+    public void addPartitions(Collection<PartitionChannel> partitions) throws HyracksException {
+        for (final PartitionChannel pc : partitions) {
+            PartitionWriter writer = new PartitionWriter(pc);
+            executor.execute(writer);
+        }
+    }
+
+    private class PartitionWriter implements Runnable, IInputChannelMonitor {
+        private PartitionChannel pc;
+
+        private final AtomicInteger nAvailableFrames;
+
+        private final AtomicBoolean eos;
+
+        private final AtomicBoolean failed;
+
+        public PartitionWriter(PartitionChannel pc) {
+            this.pc = pc;
+            nAvailableFrames = new AtomicInteger(0);
+            eos = new AtomicBoolean(false);
+            failed = new AtomicBoolean(false);
+        }
+
+        @Override
+        public synchronized void notifyFailure(IInputChannel channel) {
+            failed.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyDataAvailability(IInputChannel channel, int nFrames) {
+            nAvailableFrames.addAndGet(nFrames);
+            notifyAll();
+        }
+
+        @Override
+        public synchronized void notifyEndOfStream(IInputChannel channel) {
+            eos.set(true);
+            notifyAll();
+        }
+
+        @Override
+        public void run() {
+            PartitionId pid = pc.getPartitionId();
+            MaterializedPartitionWriter mpw = new MaterializedPartitionWriter(ctx, manager, pid, taId, executor);
+            IInputChannel channel = pc.getInputChannel();
+            try {
+                channel.registerMonitor(this);
+                channel.open(ctx);
+                mpw.open();
+                while (true) {
+                    if (nAvailableFrames.get() > 0) {
+                        ByteBuffer buffer = channel.getNextBuffer();
+                        nAvailableFrames.decrementAndGet();
+                        mpw.nextFrame(buffer);
+                        channel.recycleBuffer(buffer);
+                    } else if (eos.get()) {
+                        break;
+                    } else if (failed.get()) {
+                        // Sends failure notification to its downstream.
+                        // It's not supposed to throw exception here because it is on the failure notification channel.
+                        mpw.fail();
+                    } else {
+                        try {
+                            synchronized (this) {
+                                if (nAvailableFrames.get() <= 0 && !eos.get() && !failed.get()) {
+                                    wait();
+                                }
+                            }
+                        } catch (InterruptedException e) {
+                            throw new HyracksDataException(e);
+                        }
+                    }
+                }
+                mpw.close();
+                channel.close();
+                delegate.addPartitions(Collections
+                        .singleton(new PartitionChannel(pid, new MaterializedPartitionInputChannel(1, pid, manager))));
+            } catch (HyracksException e) {
+            }
+        }
+    }
+
+    @Override
+    public IFrameReader getReader() throws HyracksException {
+        return delegate.getReader();
+    }
+
+    @Override
+    public void close() throws HyracksException {
+        delegate.close();
+    }
+
+    @Override
+    public Collection<PartitionId> getRequiredPartitionIds() throws HyracksException {
+        return delegate.getRequiredPartitionIds();
+    }
+
+    @Override
+    public void abort() {
+        delegate.abort();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorReceiverProfilingFrameReader.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorReceiverProfilingFrameReader.java
new file mode 100644
index 0000000..45e1236
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorReceiverProfilingFrameReader.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.profiling;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+
+public class ConnectorReceiverProfilingFrameReader implements IFrameReader {
+    private final IFrameReader reader;
+    private final ICounter openCounter;
+    private final ICounter closeCounter;
+    private final ICounter frameCounter;
+
+    public ConnectorReceiverProfilingFrameReader(IHyracksTaskContext ctx, IFrameReader reader,
+            ConnectorDescriptorId cdId, int receiverIndex) {
+        this.reader = reader;
+        this.openCounter = ctx.getCounterContext().getCounter(cdId + ".receiver." + receiverIndex + ".open", true);
+        this.closeCounter = ctx.getCounterContext().getCounter(cdId + ".receiver." + receiverIndex + ".close", true);
+        this.frameCounter = ctx.getCounterContext()
+                .getCounter(cdId + ".receiver." + receiverIndex + ".nextFrame", true);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        reader.open();
+        openCounter.update(1);
+    }
+
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        boolean status = reader.nextFrame(frame);
+        if (status) {
+            frameCounter.update(1);
+        }
+        return status;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        reader.close();
+        closeCounter.update(1);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorSenderProfilingFrameWriter.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorSenderProfilingFrameWriter.java
new file mode 100644
index 0000000..be3a65c
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ConnectorSenderProfilingFrameWriter.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.profiling;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+
+public class ConnectorSenderProfilingFrameWriter implements IFrameWriter {
+    private final IFrameWriter writer;
+    private final ICounter openCounter;
+    private final ICounter closeCounter;
+    private final ICounter frameCounter;
+
+    public ConnectorSenderProfilingFrameWriter(IHyracksTaskContext ctx, IFrameWriter writer, ConnectorDescriptorId cdId,
+            int senderIndex, int receiverIndex) {
+        this.writer = writer;
+        int attempt = ctx.getTaskAttemptId().getAttempt();
+        this.openCounter = ctx.getCounterContext()
+                .getCounter(cdId + ".sender." + attempt + "." + senderIndex + "." + receiverIndex + ".open", true);
+        this.closeCounter = ctx.getCounterContext()
+                .getCounter(cdId + ".sender." + attempt + "." + senderIndex + "." + receiverIndex + ".close", true);
+        this.frameCounter = ctx.getCounterContext()
+                .getCounter(cdId + ".sender." + attempt + "." + senderIndex + "." + receiverIndex + ".nextFrame", true);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        writer.open();
+        openCounter.update(1);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        frameCounter.update(1);
+        writer.nextFrame(buffer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            closeCounter.update(1);
+        } finally {
+            writer.close();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        writer.flush();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ProfilingPartitionWriterFactory.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ProfilingPartitionWriterFactory.java
new file mode 100644
index 0000000..e5e81ab
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/profiling/ProfilingPartitionWriterFactory.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.profiling;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.control.common.job.profiling.counters.MultiResolutionEventProfiler;
+import org.apache.hyracks.control.common.job.profiling.om.PartitionProfile;
+import org.apache.hyracks.control.nc.Task;
+
+public class ProfilingPartitionWriterFactory implements IPartitionWriterFactory {
+    private static final int N_SAMPLES = 64;
+
+    private final IHyracksTaskContext ctx;
+
+    private final IConnectorDescriptor cd;
+
+    private final int senderIndex;
+
+    private final IPartitionWriterFactory delegate;
+
+    public ProfilingPartitionWriterFactory(IHyracksTaskContext ctx, IConnectorDescriptor cd, int senderIndex,
+            IPartitionWriterFactory delegate) {
+        this.ctx = ctx;
+        this.cd = cd;
+        this.senderIndex = senderIndex;
+        this.delegate = delegate;
+    }
+
+    @Override
+    public IFrameWriter createFrameWriter(final int receiverIndex) throws HyracksDataException {
+        final IFrameWriter writer = new ConnectorSenderProfilingFrameWriter(ctx,
+                delegate.createFrameWriter(receiverIndex), cd.getConnectorId(), senderIndex, receiverIndex);
+        return new IFrameWriter() {
+            private long openTime;
+
+            private long closeTime;
+
+            MultiResolutionEventProfiler mrep = new MultiResolutionEventProfiler(N_SAMPLES);
+
+            @Override
+            public void open() throws HyracksDataException {
+                openTime = System.currentTimeMillis();
+                writer.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                mrep.reportEvent();
+                writer.nextFrame(buffer);
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                writer.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                closeTime = System.currentTimeMillis();
+                ((Task) ctx)
+                        .setPartitionSendProfile(new PartitionProfile(new PartitionId(ctx.getJobletContext().getJobId(),
+                                cd.getConnectorId(), senderIndex, receiverIndex), openTime, closeTime, mrep));
+                writer.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                writer.flush();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/DefaultDeallocatableRegistry.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/DefaultDeallocatableRegistry.java
new file mode 100644
index 0000000..d491836
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/DefaultDeallocatableRegistry.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.resources;
+
+import java.util.List;
+import java.util.Vector;
+
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.api.resources.IDeallocatableRegistry;
+
+public class DefaultDeallocatableRegistry implements IDeallocatableRegistry {
+    private final List<IDeallocatable> deallocatables;
+
+    public DefaultDeallocatableRegistry() {
+        deallocatables = new Vector<IDeallocatable>();
+    }
+
+    @Override
+    public void registerDeallocatable(IDeallocatable deallocatable) {
+        deallocatables.add(deallocatable);
+    }
+
+    public void close() {
+        for (IDeallocatable d : deallocatables) {
+            try {
+                d.deallocate();
+            } catch (Exception e) {
+                // ignore
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/FrameManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/FrameManager.java
new file mode 100644
index 0000000..8df1f38
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/FrameManager.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.resources.memory;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FrameManager implements IHyracksFrameMgrContext {
+
+    private final int minFrameSize;
+
+    public FrameManager(int minFrameSize) {
+        this.minFrameSize = minFrameSize;
+    }
+
+    @Override
+    public int getInitialFrameSize() {
+        return minFrameSize;
+    }
+
+    @Override
+    public ByteBuffer allocateFrame() throws HyracksDataException {
+        return allocateFrame(minFrameSize);
+    }
+
+    @Override
+    public ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+        if (bytes % minFrameSize != 0) {
+            throw new HyracksDataException("The size should be an integral multiple of the default frame size");
+        }
+        ByteBuffer buffer = ByteBuffer.allocate(bytes);
+        if (bytes / minFrameSize > FrameConstants.MAX_NUM_MINFRAME) {
+            throw new HyracksDataException(
+                    "Unable to allocate frame larger than:" + FrameConstants.MAX_NUM_MINFRAME * minFrameSize
+                            + " bytes");
+        }
+        FrameHelper.serializeFrameSize(buffer, (byte) (bytes / minFrameSize));
+        return (ByteBuffer) buffer.clear();
+    }
+
+    @Override
+    public ByteBuffer reallocateFrame(ByteBuffer tobeDeallocate, int newSizeInBytes, boolean copyOldData)
+            throws HyracksDataException {
+        if (!copyOldData) {
+            deallocateFrames(tobeDeallocate.capacity());
+            return allocateFrame(newSizeInBytes);
+        } else {
+            ByteBuffer buffer = allocateFrame(newSizeInBytes);
+            int limit = Math.min(newSizeInBytes, tobeDeallocate.capacity());
+            int pos = Math.min(limit, tobeDeallocate.position());
+            tobeDeallocate.position(0);
+            tobeDeallocate.limit(limit);
+            buffer.put(tobeDeallocate);
+            buffer.position(pos);
+
+            if (newSizeInBytes / minFrameSize > FrameConstants.MAX_NUM_MINFRAME) {
+                throw new HyracksDataException("Unable to allocate frame of size bigger than: "
+                        + FrameConstants.MAX_NUM_MINFRAME * minFrameSize + " bytes");
+            }
+            FrameHelper.serializeFrameSize(buffer, (byte) (newSizeInBytes / minFrameSize));
+            return buffer;
+        }
+    }
+
+    @Override
+    public void deallocateFrames(int bytes) {
+        //TODO make a global memory manager to allocate and deallocate the frames.
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/MemoryManager.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/MemoryManager.java
new file mode 100644
index 0000000..b849e0e
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/resources/memory/MemoryManager.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.resources.memory;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.apache.hyracks.api.resources.memory.IMemoryManager;
+
+public class MemoryManager implements IMemoryManager {
+    private final long maxMemory;
+
+    private final AtomicLong memory;
+
+    public MemoryManager(long maxMemory) {
+        this.maxMemory = maxMemory;
+        this.memory = new AtomicLong(maxMemory);
+    }
+
+    @Override
+    public long getMaximumMemory() {
+        return maxMemory;
+    }
+
+    @Override
+    public long getAvailableMemory() {
+        return memory.get();
+    }
+
+    @Override
+    public boolean allocate(long memory) {
+        // commented as now the deallocation is not implemented yet.
+        //        if (this.memory.addAndGet(-memory) < 0) {
+        //            this.memory.addAndGet(memory);
+        //            return false;
+        //        }
+        return true;
+    }
+
+    @Override
+    public void deallocate(long memory) {
+        this.memory.addAndGet(memory);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/runtime/RootHyracksContext.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/runtime/RootHyracksContext.java
new file mode 100644
index 0000000..0610a35
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/runtime/RootHyracksContext.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.runtime;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class RootHyracksContext implements IHyracksRootContext {
+    private final NodeControllerService ncs;
+
+    private final IIOManager ioManager;
+
+    public RootHyracksContext(NodeControllerService ncs, IIOManager ioManager) {
+        this.ncs = ncs;
+        this.ioManager = ioManager;
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return ioManager;
+    }
+
+    @Override
+    public Map<String, NodeControllerInfo> getNodeControllerInfos() throws Exception {
+        return ncs.getNodeControllersInfo();
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/AbortTasksWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/AbortTasksWork.java
new file mode 100644
index 0000000..6566655
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/AbortTasksWork.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.Joblet;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.Task;
+
+public class AbortTasksWork extends AbstractWork {
+    private static final Logger LOGGER = Logger.getLogger(AbortTasksWork.class.getName());
+
+    private final NodeControllerService ncs;
+
+    private final JobId jobId;
+
+    private final List<TaskAttemptId> tasks;
+
+    public AbortTasksWork(NodeControllerService ncs, JobId jobId, List<TaskAttemptId> tasks) {
+        this.ncs = ncs;
+        this.jobId = jobId;
+        this.tasks = tasks;
+    }
+
+    @Override
+    public void run() {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Aborting Tasks: " + jobId + ":" + tasks);
+        }
+        IDatasetPartitionManager dpm = ncs.getDatasetPartitionManager();
+        if (dpm != null) {
+            ncs.getDatasetPartitionManager().abortReader(jobId);
+        }
+
+        Map<JobId, Joblet> jobletMap = ncs.getJobletMap();
+        Joblet ji = jobletMap.get(jobId);
+        if (ji != null) {
+            Map<TaskAttemptId, Task> taskMap = ji.getTaskMap();
+            for (TaskAttemptId taId : tasks) {
+                Task task = taskMap.get(taId);
+                if (task != null) {
+                    task.abort();
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ApplicationMessageWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ApplicationMessageWork.java
new file mode 100644
index 0000000..ecc37e8
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ApplicationMessageWork.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.messages.IMessage;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.application.NCApplicationContext;
+
+/**
+ * @author rico
+ */
+public class ApplicationMessageWork extends AbstractWork {
+    private static final Logger LOGGER = Logger.getLogger(ApplicationMessageWork.class.getName());
+    private byte[] message;
+    private DeploymentId deploymentId;
+    private String nodeId;
+    private NodeControllerService ncs;
+
+    public ApplicationMessageWork(NodeControllerService ncs, byte[] message, DeploymentId deploymentId, String nodeId) {
+        this.ncs = ncs;
+        this.deploymentId = deploymentId;
+        this.nodeId = nodeId;
+        this.message = message;
+    }
+
+    @Override
+    public void run() {
+        NCApplicationContext ctx = ncs.getApplicationContext();
+        try {
+            IMessage data = (IMessage) DeploymentUtils.deserialize(message, deploymentId, ctx);;
+            if (ctx.getMessageBroker() != null) {
+                ctx.getMessageBroker().receivedMessage(data, nodeId);
+            } else {
+                LOGGER.log(Level.WARNING, "Messsage was sent, but no Message Broker set!");
+            }
+        } catch (Exception e) {
+            Logger.getLogger(this.getClass().getName()).log(Level.WARNING, "Error in application message delivery!", e);
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Override
+    public String toString() {
+        return getName() + ": nodeID: " + nodeId;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/BuildJobProfilesWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/BuildJobProfilesWork.java
new file mode 100644
index 0000000..582f058
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/BuildJobProfilesWork.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.job.profiling.om.JobProfile;
+import org.apache.hyracks.control.common.job.profiling.om.JobletProfile;
+import org.apache.hyracks.control.common.work.FutureValue;
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+import org.apache.hyracks.control.nc.Joblet;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class BuildJobProfilesWork extends SynchronizableWork {
+    private final NodeControllerService ncs;
+
+    private final FutureValue<List<JobProfile>> fv;
+
+    public BuildJobProfilesWork(NodeControllerService ncs, FutureValue<List<JobProfile>> fv) {
+        this.ncs = ncs;
+        this.fv = fv;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        List<JobProfile> profiles = new ArrayList<JobProfile>();
+        Map<JobId, Joblet> jobletMap = ncs.getJobletMap();
+        for (Joblet ji : jobletMap.values()) {
+            profiles.add(new JobProfile(ji.getJobId()));
+        }
+        for (JobProfile jProfile : profiles) {
+            Joblet ji;
+            JobletProfile jobletProfile = new JobletProfile(ncs.getId());
+            ji = jobletMap.get(jProfile.getJobId());
+            if (ji != null) {
+                ji.dumpProfile(jobletProfile);
+                jProfile.getJobletProfiles().put(ncs.getId(), jobletProfile);
+            }
+        }
+        fv.setValue(profiles);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/CleanupJobletWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/CleanupJobletWork.java
new file mode 100644
index 0000000..29d4e18
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/CleanupJobletWork.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobStatus;
+import org.apache.hyracks.api.partitions.IPartition;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.Joblet;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class CleanupJobletWork extends AbstractWork {
+    private static final Logger LOGGER = Logger.getLogger(CleanupJobletWork.class.getName());
+
+    private final NodeControllerService ncs;
+
+    private final JobId jobId;
+
+    private JobStatus status;
+
+    public CleanupJobletWork(NodeControllerService ncs, JobId jobId, JobStatus status) {
+        this.ncs = ncs;
+        this.jobId = jobId;
+        this.status = status;
+    }
+
+    @Override
+    public void run() {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Cleaning up after job: " + jobId);
+        }
+        final List<IPartition> unregisteredPartitions = new ArrayList<IPartition>();
+        ncs.getPartitionManager().unregisterPartitions(jobId, unregisteredPartitions);
+        ncs.getExecutorService().execute(new Runnable() {
+            @Override
+            public void run() {
+                for (IPartition p : unregisteredPartitions) {
+                    p.deallocate();
+                }
+            }
+        });
+        Map<JobId, Joblet> jobletMap = ncs.getJobletMap();
+        Joblet joblet = jobletMap.remove(jobId);
+        if (joblet != null) {
+            joblet.cleanup(status);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/DeployBinaryWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/DeployBinaryWork.java
new file mode 100644
index 0000000..264a131
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/DeployBinaryWork.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.work;
+
+import java.net.URL;
+import java.util.List;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.common.base.IClusterController;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+/**
+ * Deploy binary work that happens at each NC
+ *
+ * @author yingyib
+ *
+ */
+public class DeployBinaryWork extends AbstractWork {
+
+    private DeploymentId deploymentId;
+    private NodeControllerService ncs;
+    private List<URL> binaryURLs;
+
+    public DeployBinaryWork(NodeControllerService ncs, DeploymentId deploymentId, List<URL> binaryURLs) {
+        this.deploymentId = deploymentId;
+        this.ncs = ncs;
+        this.binaryURLs = binaryURLs;
+    }
+
+    @Override
+    public void run() {
+        DeploymentStatus status;
+        try {
+            DeploymentUtils.deploy(deploymentId, binaryURLs, ncs.getApplicationContext()
+                    .getJobSerializerDeserializerContainer(), ncs.getServerContext(), true);
+            status = DeploymentStatus.SUCCEED;
+        } catch (Exception e) {
+            status = DeploymentStatus.FAIL;
+            e.printStackTrace();
+        }
+        try {
+            IClusterController ccs = ncs.getClusterController();
+            ccs.notifyDeployBinary(deploymentId, ncs.getId(), status);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskCompleteWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskCompleteWork.java
new file mode 100644
index 0000000..f4ee6b0
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskCompleteWork.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import org.apache.hyracks.control.common.job.profiling.om.TaskProfile;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.Task;
+
+public class NotifyTaskCompleteWork extends AbstractWork {
+    private final NodeControllerService ncs;
+    private final Task task;
+
+    public NotifyTaskCompleteWork(NodeControllerService ncs, Task task) {
+        this.ncs = ncs;
+        this.task = task;
+    }
+
+    @Override
+    public void run() {
+        TaskProfile taskProfile = new TaskProfile(task.getTaskAttemptId(), task.getPartitionSendProfile());
+        task.dumpProfile(taskProfile);
+        try {
+            ncs.getClusterController().notifyTaskComplete(task.getJobletContext().getJobId(), task.getTaskAttemptId(),
+                    ncs.getId(), taskProfile);
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+        task.getJoblet().removeTask(task);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskFailureWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskFailureWork.java
new file mode 100644
index 0000000..e81fa5a
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/NotifyTaskFailureWork.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.Task;
+
+public class NotifyTaskFailureWork extends AbstractWork {
+    private final NodeControllerService ncs;
+    private final Task task;
+
+    private final List<Exception> exceptions;
+
+    public NotifyTaskFailureWork(NodeControllerService ncs, Task task, List<Exception> exceptions) {
+        this.ncs = ncs;
+        this.task = task;
+        this.exceptions = exceptions;
+    }
+
+    @Override
+    public void run() {
+        try {
+            JobId jobId = task.getJobletContext().getJobId();
+            IDatasetPartitionManager dpm = ncs.getDatasetPartitionManager();
+            if (dpm != null) {
+                dpm.abortReader(jobId);
+            }
+            ncs.getClusterController().notifyTaskFailure(jobId, task.getTaskAttemptId(), ncs.getId(), exceptions);
+            //exceptions.get(0).printStackTrace();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+        task.getJoblet().removeTask(task);
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java
new file mode 100644
index 0000000..3871302
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ReportPartitionAvailabilityWork.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.comm.channels.NetworkInputChannel;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.Joblet;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class ReportPartitionAvailabilityWork extends AbstractWork {
+    private final NodeControllerService ncs;
+
+    private final PartitionId pid;
+
+    private final NetworkAddress networkAddress;
+
+    public ReportPartitionAvailabilityWork(NodeControllerService ncs, PartitionId pid, NetworkAddress networkAddress) {
+        this.ncs = ncs;
+        this.pid = pid;
+        this.networkAddress = networkAddress;
+    }
+
+    @Override
+    public void run() {
+        try {
+            Map<JobId, Joblet> jobletMap = ncs.getJobletMap();
+            Joblet ji = jobletMap.get(pid.getJobId());
+            if (ji != null) {
+                PartitionChannel channel = new PartitionChannel(pid, new NetworkInputChannel(ncs.getNetworkManager(),
+                        new InetSocketAddress(InetAddress.getByAddress(networkAddress.lookupIpAddress()),
+                                networkAddress.getPort()), pid, 5));
+                ji.reportPartitionAvailability(channel);
+            }
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ShutdownWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ShutdownWork.java
new file mode 100644
index 0000000..f81882b
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/ShutdownWork.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.work;
+
+import java.net.URL;
+import java.util.List;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.common.base.IClusterController;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class ShutdownWork extends AbstractWork {
+
+    private final NodeControllerService ncs;
+    private static Logger LOGGER = Logger.getLogger(ShutdownWork.class.getName());
+
+    public ShutdownWork(NodeControllerService ncs) {
+        this.ncs = ncs;
+    }
+
+    @Override
+    public void run() {
+        try {
+            IClusterController ccs = ncs.getClusterController();
+            ccs.notifyShutdown(ncs.getId());
+            LOGGER.info("JVM Exiting.. Bye!");
+            //run the shutdown in a new thread, so we don't block this last work task
+            Thread t = new Thread() {
+                public void run() {
+                    try {
+                        ncs.stop();
+                    } catch (Exception e) {
+                        LOGGER.severe(e.getMessage());
+                    } finally {
+                        Runtime rt = Runtime.getRuntime();
+                        rt.exit(0);
+                    }
+                }
+            };
+            t.start();
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java
new file mode 100644
index 0000000..b585199
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StartTasksWork.java
@@ -0,0 +1,280 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.net.InetAddress;
+import java.net.InetSocketAddress;
+import java.net.UnknownHostException;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.connectors.IConnectorPolicy;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.ActivityClusterGraph;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.partitions.PartitionId;
+import org.apache.hyracks.comm.channels.NetworkInputChannel;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.job.TaskAttemptDescriptor;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.Joblet;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.Task;
+import org.apache.hyracks.control.nc.application.NCApplicationContext;
+import org.apache.hyracks.control.nc.partitions.MaterializedPartitionWriter;
+import org.apache.hyracks.control.nc.partitions.MaterializingPipelinedPartition;
+import org.apache.hyracks.control.nc.partitions.PipelinedPartition;
+import org.apache.hyracks.control.nc.partitions.ReceiveSideMaterializingCollector;
+import org.apache.hyracks.control.nc.profiling.ProfilingPartitionWriterFactory;
+
+public class StartTasksWork extends AbstractWork {
+    private static final Logger LOGGER = Logger.getLogger(StartTasksWork.class.getName());
+
+    private final NodeControllerService ncs;
+
+    private final DeploymentId deploymentId;
+
+    private final JobId jobId;
+
+    private final byte[] acgBytes;
+
+    private final List<TaskAttemptDescriptor> taskDescriptors;
+
+    private final Map<ConnectorDescriptorId, IConnectorPolicy> connectorPoliciesMap;
+
+    private final EnumSet<JobFlag> flags;
+
+    public StartTasksWork(NodeControllerService ncs, DeploymentId deploymentId, JobId jobId, byte[] acgBytes,
+            List<TaskAttemptDescriptor> taskDescriptors,
+            Map<ConnectorDescriptorId, IConnectorPolicy> connectorPoliciesMap, EnumSet<JobFlag> flags) {
+        this.ncs = ncs;
+        this.deploymentId = deploymentId;
+        this.jobId = jobId;
+        this.acgBytes = acgBytes;
+        this.taskDescriptors = taskDescriptors;
+        this.connectorPoliciesMap = connectorPoliciesMap;
+        this.flags = flags;
+    }
+
+    @Override
+    public void run() {
+        try {
+            NCApplicationContext appCtx = ncs.getApplicationContext();
+            final Joblet joblet = getOrCreateLocalJoblet(deploymentId, jobId, appCtx, acgBytes);
+            final ActivityClusterGraph acg = joblet.getActivityClusterGraph();
+
+            IRecordDescriptorProvider rdp = new IRecordDescriptorProvider() {
+                @Override
+                public RecordDescriptor getOutputRecordDescriptor(ActivityId aid, int outputIndex) {
+                    ActivityCluster ac = acg.getActivityMap().get(aid);
+                    IConnectorDescriptor conn = ac.getActivityOutputMap().get(aid).get(outputIndex);
+                    return ac.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+
+                @Override
+                public RecordDescriptor getInputRecordDescriptor(ActivityId aid, int inputIndex) {
+                    ActivityCluster ac = acg.getActivityMap().get(aid);
+                    IConnectorDescriptor conn = ac.getActivityInputMap().get(aid).get(inputIndex);
+                    return ac.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                }
+            };
+
+            for (TaskAttemptDescriptor td : taskDescriptors) {
+                TaskAttemptId taId = td.getTaskAttemptId();
+                TaskId tid = taId.getTaskId();
+                ActivityId aid = tid.getActivityId();
+                ActivityCluster ac = acg.getActivityMap().get(aid);
+                IActivity han = ac.getActivityMap().get(aid);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("Initializing " + taId + " -> " + han);
+                }
+                final int partition = tid.getPartition();
+                List<IConnectorDescriptor> inputs = ac.getActivityInputMap().get(aid);
+                Task task = new Task(joblet, taId, han.getClass().getName(), ncs.getExecutorService(), ncs,
+                        createInputChannels(td, inputs));
+                IOperatorNodePushable operator = han.createPushRuntime(task, rdp, partition, td.getPartitionCount());
+
+                List<IPartitionCollector> collectors = new ArrayList<IPartitionCollector>();
+
+                if (inputs != null) {
+                    for (int i = 0; i < inputs.size(); ++i) {
+                        IConnectorDescriptor conn = inputs.get(i);
+                        IConnectorPolicy cPolicy = connectorPoliciesMap.get(conn.getConnectorId());
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info("input: " + i + ": " + conn.getConnectorId());
+                        }
+                        RecordDescriptor recordDesc = ac.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                        IPartitionCollector collector = createPartitionCollector(td, partition, task, i, conn,
+                                recordDesc, cPolicy);
+                        collectors.add(collector);
+                    }
+                }
+                List<IConnectorDescriptor> outputs = ac.getActivityOutputMap().get(aid);
+                if (outputs != null) {
+                    for (int i = 0; i < outputs.size(); ++i) {
+                        final IConnectorDescriptor conn = outputs.get(i);
+                        RecordDescriptor recordDesc = ac.getConnectorRecordDescriptorMap().get(conn.getConnectorId());
+                        IConnectorPolicy cPolicy = connectorPoliciesMap.get(conn.getConnectorId());
+
+                        IPartitionWriterFactory pwFactory = createPartitionWriterFactory(task, cPolicy, jobId, conn,
+                                partition, taId, flags);
+
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info("output: " + i + ": " + conn.getConnectorId());
+                        }
+                        IFrameWriter writer = conn.createPartitioner(task, recordDesc, pwFactory, partition,
+                                td.getPartitionCount(), td.getOutputPartitionCounts()[i]);
+                        operator.setOutputFrameWriter(i, writer, recordDesc);
+                    }
+                }
+
+                task.setTaskRuntime(collectors.toArray(new IPartitionCollector[collectors.size()]), operator);
+                joblet.addTask(task);
+
+                task.start();
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new RuntimeException(e);
+        }
+    }
+
+    private Joblet getOrCreateLocalJoblet(DeploymentId deploymentId, JobId jobId, INCApplicationContext appCtx,
+            byte[] acgBytes) throws Exception {
+        Map<JobId, Joblet> jobletMap = ncs.getJobletMap();
+        Joblet ji = jobletMap.get(jobId);
+        if (ji == null) {
+            if (acgBytes == null) {
+                throw new NullPointerException("JobActivityGraph was null");
+            }
+            ActivityClusterGraph acg = (ActivityClusterGraph) DeploymentUtils.deserialize(acgBytes, deploymentId,
+                    appCtx);
+            ji = new Joblet(ncs, deploymentId, jobId, appCtx, acg);
+            jobletMap.put(jobId, ji);
+        }
+        return ji;
+    }
+
+    private IPartitionCollector createPartitionCollector(TaskAttemptDescriptor td, final int partition, Task task,
+            int i, IConnectorDescriptor conn, RecordDescriptor recordDesc, IConnectorPolicy cPolicy)
+            throws HyracksDataException {
+        IPartitionCollector collector = conn.createPartitionCollector(task, recordDesc, partition,
+                td.getInputPartitionCounts()[i], td.getPartitionCount());
+        if (cPolicy.materializeOnReceiveSide()) {
+            return new ReceiveSideMaterializingCollector(task, ncs.getPartitionManager(), collector,
+                    task.getTaskAttemptId(), ncs.getExecutorService());
+        } else {
+            return collector;
+        }
+    }
+
+    private IPartitionWriterFactory createPartitionWriterFactory(final IHyracksTaskContext ctx,
+            IConnectorPolicy cPolicy, final JobId jobId, final IConnectorDescriptor conn, final int senderIndex,
+            final TaskAttemptId taId, EnumSet<JobFlag> flags) {
+        IPartitionWriterFactory factory;
+        if (cPolicy.materializeOnSendSide()) {
+            if (cPolicy.consumerWaitsForProducerToFinish()) {
+                factory = new IPartitionWriterFactory() {
+                    @Override
+                    public IFrameWriter createFrameWriter(int receiverIndex) throws HyracksDataException {
+                        return new MaterializedPartitionWriter(ctx, ncs.getPartitionManager(), new PartitionId(jobId,
+                                conn.getConnectorId(), senderIndex, receiverIndex), taId, ncs.getExecutorService());
+                    }
+                };
+            } else {
+                factory = new IPartitionWriterFactory() {
+                    @Override
+                    public IFrameWriter createFrameWriter(int receiverIndex) throws HyracksDataException {
+                        return new MaterializingPipelinedPartition(ctx, ncs.getPartitionManager(), new PartitionId(
+                                jobId, conn.getConnectorId(), senderIndex, receiverIndex), taId, ncs.getExecutorService());
+                    }
+                };
+            }
+        } else {
+            factory = new IPartitionWriterFactory() {
+                @Override
+                public IFrameWriter createFrameWriter(int receiverIndex) throws HyracksDataException {
+                    return new PipelinedPartition(ctx, ncs.getPartitionManager(), new PartitionId(jobId,
+                            conn.getConnectorId(), senderIndex, receiverIndex), taId);
+                }
+            };
+        }
+        if (flags.contains(JobFlag.PROFILE_RUNTIME)) {
+            factory = new ProfilingPartitionWriterFactory(ctx, conn, senderIndex, factory);
+        }
+        return factory;
+    }
+
+    /**
+     * Create a list of known channels for each input connector
+     *
+     * @param td
+     *            the task attempt id
+     * @param inputs
+     *            the input connector descriptors
+     * @return a list of known channels, one for each connector
+     * @throws UnknownHostException
+     */
+    private List<List<PartitionChannel>> createInputChannels(TaskAttemptDescriptor td, List<IConnectorDescriptor> inputs)
+            throws UnknownHostException {
+        NetworkAddress[][] inputAddresses = td.getInputPartitionLocations();
+        List<List<PartitionChannel>> channelsForInputConnectors = new ArrayList<List<PartitionChannel>>();
+        if (inputAddresses != null) {
+            for (int i = 0; i < inputAddresses.length; i++) {
+                List<PartitionChannel> channels = new ArrayList<PartitionChannel>();
+                if (inputAddresses[i] != null) {
+                    for (int j = 0; j < inputAddresses[i].length; j++) {
+                        NetworkAddress networkAddress = inputAddresses[i][j];
+                        PartitionId pid = new PartitionId(jobId, inputs.get(i).getConnectorId(), j, td
+                                .getTaskAttemptId().getTaskId().getPartition());
+                        PartitionChannel channel = new PartitionChannel(pid, new NetworkInputChannel(
+                                ncs.getNetworkManager(), new InetSocketAddress(InetAddress.getByAddress(networkAddress
+                                        .lookupIpAddress()), networkAddress.getPort()), pid, 5));
+                        channels.add(channel);
+                    }
+                }
+                channelsForInputConnectors.add(channels);
+            }
+        }
+        return channelsForInputConnectors;
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StateDumpWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StateDumpWork.java
new file mode 100644
index 0000000..e3f03f7
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/StateDumpWork.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.control.nc.work;
+
+import java.io.ByteArrayOutputStream;
+
+import org.apache.hyracks.control.common.work.SynchronizableWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class StateDumpWork extends SynchronizableWork {
+    private final NodeControllerService ncs;
+
+    private final String stateDumpId;
+
+    public StateDumpWork(NodeControllerService ncs, String stateDumpId) {
+        this.ncs = ncs;
+        this.stateDumpId = stateDumpId;
+    }
+
+    @Override
+    protected void doRun() throws Exception {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        ncs.getApplicationContext().getStateDumpHandler().dumpState(baos);
+        ncs.getClusterController().notifyStateDump(ncs.getApplicationContext().getNodeId(), stateDumpId,
+                baos.toString("UTF-8"));
+    }
+}
diff --git a/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/UnDeployBinaryWork.java b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/UnDeployBinaryWork.java
new file mode 100644
index 0000000..f564ff4
--- /dev/null
+++ b/hyracks/hyracks-control/hyracks-control-nc/src/main/java/org/apache/hyracks/control/nc/work/UnDeployBinaryWork.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.control.nc.work;
+
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.control.common.base.IClusterController;
+import org.apache.hyracks.control.common.deployment.DeploymentStatus;
+import org.apache.hyracks.control.common.deployment.DeploymentUtils;
+import org.apache.hyracks.control.common.work.AbstractWork;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+/**
+ * undeploy binaries regarding to a deployment id
+ *
+ * @author yingyib
+ */
+public class UnDeployBinaryWork extends AbstractWork {
+
+    private DeploymentId deploymentId;
+    private NodeControllerService ncs;
+
+    public UnDeployBinaryWork(NodeControllerService ncs, DeploymentId deploymentId) {
+        this.deploymentId = deploymentId;
+        this.ncs = ncs;
+    }
+
+    @Override
+    public void run() {
+        DeploymentStatus status;
+        try {
+            DeploymentUtils.undeploy(deploymentId, ncs.getApplicationContext().getJobSerializerDeserializerContainer(),
+                    ncs.getServerContext());
+            status = DeploymentStatus.SUCCEED;
+        } catch (Exception e) {
+            status = DeploymentStatus.FAIL;
+        }
+        try {
+            IClusterController ccs = ncs.getClusterController();
+            ccs.notifyDeployBinary(deploymentId, ncs.getId(), status);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-control/pom.xml b/hyracks/hyracks-control/pom.xml
new file mode 100644
index 0000000..9e5f139
--- /dev/null
+++ b/hyracks/hyracks-control/pom.xml
@@ -0,0 +1,50 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-control</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-control</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>hyracks-control-common</module>
+    <module>hyracks-control-cc</module>
+    <module>hyracks-control-nc</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-data/hyracks-data-std/pom.xml b/hyracks/hyracks-data/hyracks-data-std/pom.xml
new file mode 100644
index 0000000..ddd77c8
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/pom.xml
@@ -0,0 +1,53 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>hyracks-data-std</artifactId>
+    <name>hyracks-data-std</name>
+
+    <parent>
+        <groupId>org.apache.hyracks</groupId>
+        <artifactId>hyracks-data</artifactId>
+        <version>0.2.18-SNAPSHOT</version>
+    </parent>
+    <properties>
+        <root.dir>${basedir}/../../..</root.dir>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-api</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>test-jar</type>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHash.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHash.java
new file mode 100644
index 0000000..b720fbc
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHash.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.accessors;
+
+/**
+ * An implementation of the Murmur3 hash family. The code is implemented based
+ * on the original <a
+ * href=http://code.google.com/p/guava-libraries/source/browse
+ * /guava/src/com/google/common/hash/Murmur3_32HashFunction.java>guava
+ * implementation</a> from Google Guava library.
+ */
+public class MurmurHash3BinaryHash {
+
+    private MurmurHash3BinaryHash() {
+    }
+
+    private static final int C1 = 0xcc9e2d51;
+    private static final int C2 = 0x1b873593;
+    private static final int C3 = 5;
+    private static final int C4 = 0xe6546b64;
+    private static final int C5 = 0x85ebca6b;
+    private static final int C6 = 0xc2b2ae35;
+
+    public static int hash(byte[] bytes, int offset, int length, int seed) {
+        int h = seed;
+        int p = offset;
+        int remain = length;
+
+        while (remain >= 4) {
+            int k = (bytes[p] & 0xff) | ((bytes[p + 1] & 0xff) << 8) | ((bytes[p + 2] & 0xff) << 16)
+                    | ((bytes[p + 3] & 0xff) << 24);
+            k *= C1;
+            k = Integer.rotateLeft(k, 15);
+            k *= C2;
+            h ^= k;
+            h = Integer.rotateLeft(h, 13);
+            h = h * C3 + C4;
+            p += 4;
+            remain -= 4;
+        }
+        if (remain > 0) {
+            int k = 0;
+            for (int i = 0; remain > 0; i += 8) {
+                k ^= (bytes[p++] & 0xff) << i;
+                remain--;
+            }
+            k *= C1;
+            k = Integer.rotateLeft(k, 15);
+            k *= C2;
+            h ^= k;
+        }
+        h ^= length;
+        h ^= (h >>> 16);
+        h *= C5;
+        h ^= (h >>> 13);
+        h *= C6;
+        h ^= (h >>> 16);
+        return h;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java
new file mode 100644
index 0000000..e4100eb
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/MurmurHash3BinaryHashFunctionFamily.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.accessors;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+
+/**
+ * An implementation of the Murmur3 hash family. The code is implemented based
+ * on the original <a
+ * href=http://code.google.com/p/guava-libraries/source/browse
+ * /guava/src/com/google/common/hash/Murmur3_32HashFunction.java>guava
+ * implementation</a> from Google Guava library.
+ */
+public class MurmurHash3BinaryHashFunctionFamily implements IBinaryHashFunctionFamily {
+
+    public static final IBinaryHashFunctionFamily INSTANCE = new MurmurHash3BinaryHashFunctionFamily();
+
+    private static final long serialVersionUID = 1L;
+
+    private MurmurHash3BinaryHashFunctionFamily() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction(final int seed) {
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                int h = MurmurHash3BinaryHash.hash(bytes, offset, length, seed);
+                return h;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryComparatorFactory.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryComparatorFactory.java
new file mode 100644
index 0000000..7082e77
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryComparatorFactory.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.accessors;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public class PointableBinaryComparatorFactory implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IPointableFactory pf;
+
+    public static PointableBinaryComparatorFactory of(IPointableFactory pf) {
+        return new PointableBinaryComparatorFactory(pf);
+    }
+
+    public PointableBinaryComparatorFactory(IPointableFactory pf) {
+        this.pf = pf;
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        final IPointable p = pf.createPointable();
+        return new IBinaryComparator() {
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                if (l1 == 0 && l2 != 0)
+                    return -1;
+                if (l1 != 0 && l2 == 0)
+                    return 1;
+                p.set(b1, s1, l1);
+                return ((IComparable) p).compareTo(b2, s2, l2);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryHashFunctionFactory.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..61f2772
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/PointableBinaryHashFunctionFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.accessors;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public class PointableBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IPointableFactory pf;
+
+    public static PointableBinaryHashFunctionFactory of(IPointableFactory pf) {
+        return new PointableBinaryHashFunctionFactory(pf);
+    }
+
+    public PointableBinaryHashFunctionFactory(IPointableFactory pf) {
+        this.pf = pf;
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+        final IPointable p = pf.createPointable();
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                p.set(bytes, offset, length);
+                return ((IHashable) p).hash();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/UTF8StringBinaryHashFunctionFamily.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/UTF8StringBinaryHashFunctionFamily.java
new file mode 100644
index 0000000..8ab7c54
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/accessors/UTF8StringBinaryHashFunctionFamily.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.accessors;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class UTF8StringBinaryHashFunctionFamily implements IBinaryHashFunctionFamily {
+    public static final IBinaryHashFunctionFamily INSTANCE = new UTF8StringBinaryHashFunctionFamily();
+
+    private static final long serialVersionUID = 1L;
+
+    static final int[] primeCoefficents = { 31, 23, 53, 97, 71, 337, 11, 877, 3, 29 };
+
+    private UTF8StringBinaryHashFunctionFamily() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction(int seed) {
+        final int coefficient = primeCoefficents[seed % primeCoefficents.length];
+        final int r = primeCoefficents[(seed + 1) % primeCoefficents.length];
+
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                return UTF8StringUtil.hash(bytes, offset, coefficient, r);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/algorithms/BinarySearchAlgorithm.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/algorithms/BinarySearchAlgorithm.java
new file mode 100644
index 0000000..245fbd8
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/algorithms/BinarySearchAlgorithm.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.algorithms;
+
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.collections.api.IValueReferenceVector;
+
+/**
+ * Performs Binary Search over a vector of value references.
+ * Assumption: The items in the vector are sorted in ascending order with respect
+ * to the specified key.
+ *
+ * @author vinayakb
+ */
+public class BinarySearchAlgorithm {
+    private int index;
+
+    public BinarySearchAlgorithm() {
+    }
+
+    /**
+     * Perform binary search on the given vector for the specified key. It returns the result of the search
+     * and sets the {@link #index} value that is retrievable by calling {@link #getIndex()} to refer to
+     * the index in the array where the key was found (if it was found), and where it should have been (if
+     * not found).
+     *
+     * @param vector
+     *            - Sorted vector of items
+     * @param key
+     *            - Search key
+     * @return <code>true</code> if the key is found, <code>false</code> otherwise.
+     */
+    public boolean find(IValueReferenceVector vector, IComparable key) {
+        index = 0;
+        int left = 0;
+        int right = vector.getSize() - 1;
+        while (left <= right) {
+            index = (left + right) / 2;
+            int cmp = key.compareTo(vector.getBytes(index), vector.getStart(index), vector.getLength(index));
+            if (cmp > 0) {
+                left = index + 1;
+                index = left;
+            } else if (cmp < 0) {
+                right = index - 1;
+                index = left;
+            } else {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    /**
+     * Get the index as a result of binary search.
+     *
+     * @return the index in the array where the key was found (if it was found), and where it should have been (if
+     *         not found).
+     */
+    public int getIndex() {
+        return index;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/AbstractPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/AbstractPointable.java
new file mode 100644
index 0000000..05417a8
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/AbstractPointable.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public abstract class AbstractPointable implements IPointable {
+    protected byte[] bytes;
+
+    protected int start;
+
+    protected int length;
+
+    @Override
+    public void set(byte[] bytes, int start, int length) {
+        this.bytes = bytes;
+        this.start = start;
+        this.length = length;
+        afterReset();
+    }
+
+    @Override
+    public void set(IValueReference pointer) {
+        set(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    /**
+     * This method will be called after set the new bytes values.
+     * It could be used to reset the state of the inherited Pointable object.
+     */
+    protected void afterReset() {
+    }
+
+    @Override
+    public byte[] getByteArray() {
+        return bytes;
+    }
+
+    @Override
+    public int getStartOffset() {
+        return start;
+    }
+
+    @Override
+    public int getLength() {
+        return length;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IComparable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IComparable.java
new file mode 100644
index 0000000..563451c
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IComparable.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface IComparable {
+    public int compareTo(IPointable pointer);
+
+    public int compareTo(byte[] bytes, int start, int length);
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IDataOutputProvider.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IDataOutputProvider.java
new file mode 100644
index 0000000..9762d5a
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IDataOutputProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+import java.io.DataOutput;
+
+public interface IDataOutputProvider {
+    public DataOutput getDataOutput();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IHashable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IHashable.java
new file mode 100644
index 0000000..e125346
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IHashable.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface IHashable {
+    public int hash();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IMutableValueStorage.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IMutableValueStorage.java
new file mode 100644
index 0000000..862356e
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IMutableValueStorage.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface IMutableValueStorage extends IValueReference, IDataOutputProvider {
+    public void reset();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/INumeric.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/INumeric.java
new file mode 100644
index 0000000..245c43f
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/INumeric.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface INumeric {
+    public byte byteValue();
+
+    public short shortValue();
+
+    public int intValue();
+
+    public long longValue();
+
+    public float floatValue();
+
+    public double doubleValue();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointable.java
new file mode 100644
index 0000000..74ced4f
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointable.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface IPointable extends IValueReference {
+    public void set(byte[] bytes, int start, int length);
+
+    public void set(IValueReference pointer);
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointableFactory.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointableFactory.java
new file mode 100644
index 0000000..5294d17
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IPointableFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+
+public interface IPointableFactory extends Serializable {
+    public IPointable createPointable();
+
+    public ITypeTraits getTypeTraits();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IValueReference.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IValueReference.java
new file mode 100644
index 0000000..e83d2ad
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/api/IValueReference.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.api;
+
+public interface IValueReference {
+    public byte[] getByteArray();
+
+    public int getStartOffset();
+
+    public int getLength();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/collections/api/IValueReferenceVector.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/collections/api/IValueReferenceVector.java
new file mode 100644
index 0000000..f03dcc8
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/collections/api/IValueReferenceVector.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.collections.api;
+
+/**
+ * Represents an immutable vector of ValueReferences. Users of this interface make the assumption
+ * that it provides random access to the items in it. In other words, each of the getXXX(index) calls
+ * have O(1) complexity.
+ *
+ * @author vinayakb
+ */
+public interface IValueReferenceVector {
+    /**
+     * Number of items in this vector.
+     *
+     * @return - the number of items in this vector.
+     */
+    public int getSize();
+
+    /**
+     * Get the byte array that contains the item referenced by <code>index</code>
+     *
+     * @param index
+     *            - Index of the item in the vector
+     * @return Byte Array that contains the item.
+     */
+    public byte[] getBytes(int index);
+
+    /**
+     * Get the start offset of the item referenced by <code>index</code>
+     *
+     * @param index
+     *            - Index of the item in the vector
+     * @return Start Offset in the Byte Array of the item
+     */
+    public int getStart(int index);
+
+    /**
+     * Get the length of the item referenced by <code>index</code>
+     *
+     * @param index
+     *            - Index of the item in the vector
+     * @return Length in the Byte Array of the item
+     */
+    public int getLength(int index);
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BooleanPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BooleanPointable.java
new file mode 100644
index 0000000..db0b483
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BooleanPointable.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class BooleanPointable extends AbstractPointable implements IHashable, IComparable {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 1;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new BooleanPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static boolean getBoolean(byte[] bytes, int start) {
+        return bytes[start] == 0 ? false : true;
+    }
+
+    public static void setBoolean(byte[] bytes, int start, boolean value) {
+        bytes[start] = (byte) (value ? 1 : 0);
+    }
+
+    public boolean getBoolean() {
+        return getBoolean(bytes, start);
+    }
+
+    public void setBoolean(boolean value) {
+        setBoolean(bytes, start, value);
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        boolean b = getBoolean();
+        boolean ob = getBoolean(bytes, start);
+        return b == ob ? 0 : (b ? 1 : -1);
+    }
+
+    @Override
+    public int hash() {
+        return getBoolean() ? Boolean.TRUE.hashCode() : Boolean.FALSE.hashCode();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ByteArrayPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ByteArrayPointable.java
new file mode 100644
index 0000000..af54c7e
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ByteArrayPointable.java
@@ -0,0 +1,186 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.primitive;
+
+import java.io.Serializable;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class ByteArrayPointable extends AbstractPointable implements IHashable, IComparable, Serializable {
+
+    // These three values are cached to speed up the length data access.
+    // Since the we are using the variable-length encoding, we can save the repeated decoding efforts.
+    // WARNING: must call the resetConstants() method after each reset().
+    private int contentLength = -1;
+    private int metaLength = -1;
+    private int hash = 0;
+
+    @Override
+    protected void afterReset() {
+        contentLength = getContentLength(getByteArray(), getStartOffset());
+        metaLength = getNumberBytesToStoreMeta(contentLength);
+        hash = 0;
+    }
+
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return false;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 0;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new ByteArrayPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] thatBytes, int thatStart, int thatLength) {
+        int thisArrayLen = getContentLength(this.bytes, this.start);
+        int thatArrayLen = getContentLength(thatBytes, thatStart);
+
+        int thisArrayStart = this.getContentStartOffset();
+        int thatArrayStart = thatStart + getNumberBytesToStoreMeta(thatArrayLen);
+
+        for (int thisIndex = 0, thatIndex = 0;
+             thisIndex < thisArrayLen && thatIndex < thatArrayLen; ++thisIndex, ++thatIndex) {
+            if (this.bytes[thisArrayStart + thisIndex] != thatBytes[thatArrayStart + thatIndex]) {
+                return (0xff & this.bytes[thisArrayStart + thisIndex]) - (0xff & thatBytes[thatArrayStart + thatIndex]);
+            }
+        }
+        return thisArrayLen - thatArrayLen;
+    }
+
+    public int getContentLength() {
+        return contentLength;
+    }
+
+    public int getMetaLength() {
+        return metaLength;
+    }
+
+    @Override
+    public int hash() {
+        if (hash == 0) {
+            int h = 0;
+            int realLength = getContentLength();
+            int startOffset = getContentStartOffset();
+            for (int i = 0; i < realLength; ++i) {
+                h = 31 * h + bytes[startOffset + i];
+            }
+            hash = h;
+        }
+        return hash;
+    }
+
+    @Override
+    public int getLength() {
+        return getContentLength() + getMetaLength();
+    }
+
+    public int getContentStartOffset() {
+        return getStartOffset() + getMetaLength();
+    }
+
+    ///////////////// helper functions ////////////////////////////////
+    public static byte[] copyContent(ByteArrayPointable bytePtr) {
+        return Arrays.copyOfRange(bytePtr.getByteArray(), bytePtr.getContentStartOffset(),
+                bytePtr.getContentStartOffset() + bytePtr.getContentLength());
+    }
+
+    public static ByteArrayPointable generatePointableFromPureBytes(byte[] bytes) {
+        return generatePointableFromPureBytes(bytes, 0, bytes.length);
+    }
+
+    public static ByteArrayPointable generatePointableFromPureBytes(byte[] bytes, int start, int length) {
+        int metaLen = getNumberBytesToStoreMeta(length);
+        byte[] ret = new byte[length + metaLen];
+        VarLenIntEncoderDecoder.encode(length, ret, 0);
+        for (int i = 0; i < length; ++i) {
+            ret[i + metaLen] = bytes[start + i];
+        }
+        ByteArrayPointable ptr = new ByteArrayPointable();
+        ptr.set(ret, 0, ret.length);
+        return ptr;
+    }
+
+    public static int getContentLength(byte[] bytes, int offset) {
+        return VarLenIntEncoderDecoder.decode(bytes, offset);
+    }
+
+    public static int getNumberBytesToStoreMeta(int length) {
+        return VarLenIntEncoderDecoder.getBytesRequired(length);
+    }
+
+    /**
+     * Compute the normalized key of the byte array.
+     * The normalized key in Hyracks is mainly used to speedup the comparison between pointable data.
+     * In the ByteArray case, we compute the integer value by using the first 4 bytes.
+     * The comparator will first use this integer to get the result ( <,>, or =), it will check
+     * the actual bytes only if the normalized key is equal. Thus this normalized key must be
+     * consistent with the comparison result.
+     *
+     * @param bytesPtr
+     * @param start
+     * @return
+     */
+    public static int normalize(byte[] bytesPtr, int start) {
+        int len = getContentLength(bytesPtr, start);
+        long nk = 0;
+        start = start + getNumberBytesToStoreMeta(len);
+        for (int i = 0; i < 4; ++i) {
+            nk <<= 8;
+            if (i < len) {
+                nk |= bytesPtr[start + i] & 0xff;
+            }
+        }
+        return (int) (nk >> 1); // make it always positive.
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BytePointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BytePointable.java
new file mode 100644
index 0000000..5b623e7
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/BytePointable.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class BytePointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 1;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new BytePointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static byte getByte(byte[] bytes, int start) {
+        return bytes[start];
+    }
+
+    public static void setByte(byte[] bytes, int start, byte value) {
+        bytes[start] = value;
+    }
+
+    public byte getByte() {
+        return getByte(bytes, start);
+    }
+
+    public void setByte(byte value) {
+        setByte(bytes, start, value);
+    }
+
+    public byte preIncrement() {
+        byte v = getByte();
+        ++v;
+        setByte(v);
+        return v;
+    }
+
+    public byte postIncrement() {
+        byte v = getByte();
+        byte ov = v++;
+        setByte(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        byte b = getByte();
+        byte ob = getByte(bytes, start);
+        return b < ob ? -1 : (b > ob ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        return getByte();
+    }
+
+    @Override
+    public byte byteValue() {
+        return getByte();
+    }
+
+    @Override
+    public short shortValue() {
+        return getByte();
+    }
+
+    @Override
+    public int intValue() {
+        return getByte();
+    }
+
+    @Override
+    public long longValue() {
+        return getByte();
+    }
+
+    @Override
+    public float floatValue() {
+        return getByte();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getByte();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/DoublePointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/DoublePointable.java
new file mode 100644
index 0000000..3464a9f
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/DoublePointable.java
@@ -0,0 +1,155 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class DoublePointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    private final static double machineEpsilon;
+    static {
+        float epsilon = 1.0f;
+
+        do {
+            epsilon /= 2.0f;
+        } while ((float) (1.0 + (epsilon / 2.0)) != 1.0);
+        machineEpsilon = epsilon;
+    }
+
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 8;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new DoublePointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static long getLongBits(byte[] bytes, int start) {
+        return LongPointable.getLong(bytes, start);
+    }
+
+    public static double getDouble(byte[] bytes, int start) {
+        long bits = getLongBits(bytes, start);
+        return Double.longBitsToDouble(bits);
+    }
+
+    public static void setDouble(byte[] bytes, int start, double value) {
+        long bits = Double.doubleToLongBits(value);
+        LongPointable.setLong(bytes, start, bits);
+    }
+
+    public double getDouble() {
+        return getDouble(bytes, start);
+    }
+
+    public void setDouble(double value) {
+        setDouble(bytes, start, value);
+    }
+
+    public double preIncrement() {
+        double v = getDouble();
+        ++v;
+        setDouble(v);
+        return v;
+    }
+
+    public double postIncrement() {
+        double v = getDouble();
+        double ov = v++;
+        setDouble(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        double v = getDouble();
+        double ov = getDouble(bytes, start);
+        return v < ov ? -1 : (v > ov ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        long bits = getLongBits(bytes, start);
+        return (int) (bits ^ (bits >>> 32));
+    }
+
+    @Override
+    public byte byteValue() {
+        return (byte) getDouble();
+    }
+
+    @Override
+    public short shortValue() {
+        return (short) getDouble();
+    }
+
+    @Override
+    public int intValue() {
+        return (int) getDouble();
+    }
+
+    @Override
+    public long longValue() {
+        return (long) getDouble();
+    }
+
+    @Override
+    public float floatValue() {
+        return (float) getDouble();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getDouble();
+    }
+
+    public static double getEpsilon() {
+        return machineEpsilon;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java
new file mode 100644
index 0000000..b0f686f
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/FloatPointable.java
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class FloatPointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 4;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new FloatPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    private static int getIntBits(byte[] bytes, int start) {
+        return IntegerPointable.getInteger(bytes, start);
+    }
+
+    public static float getFloat(byte[] bytes, int start) {
+        int bits = getIntBits(bytes, start);
+        return Float.intBitsToFloat(bits);
+    }
+
+    public static void setFloat(byte[] bytes, int start, float value) {
+        int bits = Float.floatToIntBits(value);
+        IntegerPointable.setInteger(bytes, start, bits);
+    }
+
+    public float getFloat() {
+        return getFloat(bytes, start);
+    }
+
+    public void setFloat(float value) {
+        setFloat(bytes, start, value);
+    }
+
+    public float preIncrement() {
+        float v = getFloat();
+        ++v;
+        setFloat(v);
+        return v;
+    }
+
+    public float postIncrement() {
+        float v = getFloat();
+        float ov = v++;
+        setFloat(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        float v = getFloat();
+        float ov = getFloat(bytes, start);
+        return v < ov ? -1 : (v > ov ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        return getIntBits(bytes, start);
+    }
+
+    @Override
+    public byte byteValue() {
+        return (byte) getFloat();
+    }
+
+    @Override
+    public short shortValue() {
+        return (short) getFloat();
+    }
+
+    @Override
+    public int intValue() {
+        return (int) getFloat();
+    }
+
+    @Override
+    public long longValue() {
+        return (long) getFloat();
+    }
+
+    @Override
+    public float floatValue() {
+        return getFloat();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getFloat();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/IntegerPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/IntegerPointable.java
new file mode 100644
index 0000000..34bf494
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/IntegerPointable.java
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class IntegerPointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 4;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new IntegerPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static int getInteger(byte[] bytes, int start) {
+        return ((bytes[start] & 0xff) << 24) + ((bytes[start + 1] & 0xff) << 16) + ((bytes[start + 2] & 0xff) << 8)
+                + ((bytes[start + 3] & 0xff) << 0);
+    }
+
+    public static void setInteger(byte[] bytes, int start, int value) {
+        bytes[start] = (byte) ((value >>> 24) & 0xFF);
+        bytes[start + 1] = (byte) ((value >>> 16) & 0xFF);
+        bytes[start + 2] = (byte) ((value >>> 8) & 0xFF);
+        bytes[start + 3] = (byte) ((value >>> 0) & 0xFF);
+    }
+
+    public int getInteger() {
+        return getInteger(bytes, start);
+    }
+
+    public void setInteger(int value) {
+        setInteger(bytes, start, value);
+    }
+
+    public int preIncrement() {
+        int v = getInteger();
+        ++v;
+        setInteger(v);
+        return v;
+    }
+
+    public int postIncrement() {
+        int v = getInteger();
+        int ov = v++;
+        setInteger(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        int v = getInteger();
+        int ov = getInteger(bytes, start);
+        return v < ov ? -1 : (v > ov ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        return getInteger();
+    }
+
+    @Override
+    public byte byteValue() {
+        return (byte) getInteger();
+    }
+
+    @Override
+    public short shortValue() {
+        return (short) getInteger();
+    }
+
+    @Override
+    public int intValue() {
+        return getInteger();
+    }
+
+    @Override
+    public long longValue() {
+        return getInteger();
+    }
+
+    @Override
+    public float floatValue() {
+        return getInteger();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getInteger();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/LongPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/LongPointable.java
new file mode 100644
index 0000000..fee0667
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/LongPointable.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class LongPointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 8;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new LongPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static long getLong(byte[] bytes, int start) {
+        return (((long) (bytes[start] & 0xff)) << 56) + (((long) (bytes[start + 1] & 0xff)) << 48)
+                + (((long) (bytes[start + 2] & 0xff)) << 40) + (((long) (bytes[start + 3] & 0xff)) << 32)
+                + (((long) (bytes[start + 4] & 0xff)) << 24) + (((long) (bytes[start + 5] & 0xff)) << 16)
+                + (((long) (bytes[start + 6] & 0xff)) << 8) + (((long) (bytes[start + 7] & 0xff)) << 0);
+    }
+
+    public static void setLong(byte[] bytes, int start, long value) {
+        bytes[start] = (byte) ((value >>> 56) & 0xFF);
+        bytes[start + 1] = (byte) ((value >>> 48) & 0xFF);
+        bytes[start + 2] = (byte) ((value >>> 40) & 0xFF);
+        bytes[start + 3] = (byte) ((value >>> 32) & 0xFF);
+        bytes[start + 4] = (byte) ((value >>> 24) & 0xFF);
+        bytes[start + 5] = (byte) ((value >>> 16) & 0xFF);
+        bytes[start + 6] = (byte) ((value >>> 8) & 0xFF);
+        bytes[start + 7] = (byte) ((value >>> 0) & 0xFF);
+    }
+
+    public long getLong() {
+        return getLong(bytes, start);
+    }
+
+    public void setLong(long value) {
+        setLong(bytes, start, value);
+    }
+
+    public long preIncrement() {
+        long v = getLong();
+        ++v;
+        setLong(v);
+        return v;
+    }
+
+    public long postIncrement() {
+        long v = getLong();
+        long ov = v++;
+        setLong(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        long v = getLong();
+        long ov = getLong(bytes, start);
+        return v < ov ? -1 : (v > ov ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        long v = getLong();
+        return (int) (v ^ (v >>> 32));
+    }
+
+    @Override
+    public byte byteValue() {
+        return (byte) getLong();
+    }
+
+    @Override
+    public short shortValue() {
+        return (short) getLong();
+    }
+
+    @Override
+    public int intValue() {
+        return (int) getLong();
+    }
+
+    @Override
+    public long longValue() {
+        return getLong();
+    }
+
+    @Override
+    public float floatValue() {
+        return getLong();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getLong();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/RawUTF8StringPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/RawUTF8StringPointable.java
new file mode 100644
index 0000000..70bac4d
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/RawUTF8StringPointable.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+/**
+ * This class provides the raw bytes-based comparison and hash function for UTF8 strings.
+ * Note that the comparison may not deliver the correct ordering for certain languages that include 2 or 3 bytes characters.
+ * But it works for single-byte character languages.
+ */
+public final class RawUTF8StringPointable extends AbstractPointable implements IHashable, IComparable {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return false;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 0;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new RawUTF8StringPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        return UTF8StringUtil.rawByteCompareTo(this.bytes, this.start, bytes, start);
+    }
+
+    @Override
+    public int hash() {
+        return UTF8StringUtil.rawBytehash(this.bytes, this.start);
+    }
+
+    public void toString(StringBuilder buffer) {
+        UTF8StringUtil.toString(buffer, bytes, start);
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ShortPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ShortPointable.java
new file mode 100644
index 0000000..70ad44c
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/ShortPointable.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class ShortPointable extends AbstractPointable implements IHashable, IComparable, INumeric {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 2;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new ShortPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static short getShort(byte[] bytes, int start) {
+        return (short) (((bytes[start] & 0xff) << 8) + (bytes[start + 1] & 0xff));
+    }
+
+    public static void setShort(byte[] bytes, int start, short value) {
+        bytes[start] = (byte) ((value >>> 8) & 0xFF);
+        bytes[start + 1] = (byte) ((value >>> 0) & 0xFF);
+    }
+
+    public short getShort() {
+        return getShort(bytes, start);
+    }
+
+    public void setShort(short value) {
+        setShort(bytes, start, value);
+    }
+
+    public short preIncrement() {
+        short v = getShort();
+        ++v;
+        setShort(v);
+        return v;
+    }
+
+    public short postIncrement() {
+        short v = getShort();
+        short ov = v++;
+        setShort(v);
+        return ov;
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        short v = getShort();
+        short ov = getShort(bytes, start);
+        return v < ov ? -1 : (v > ov ? 1 : 0);
+    }
+
+    @Override
+    public int hash() {
+        return getShort();
+    }
+
+    @Override
+    public byte byteValue() {
+        return (byte) getShort();
+    }
+
+    @Override
+    public short shortValue() {
+        return getShort();
+    }
+
+    @Override
+    public int intValue() {
+        return getShort();
+    }
+
+    @Override
+    public long longValue() {
+        return getShort();
+    }
+
+    @Override
+    public float floatValue() {
+        return getShort();
+    }
+
+    @Override
+    public double doubleValue() {
+        return getShort();
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringLowercasePointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringLowercasePointable.java
new file mode 100644
index 0000000..6e4810c
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringLowercasePointable.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public final class UTF8StringLowercasePointable extends AbstractPointable implements IHashable, IComparable {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return false;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 0;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new UTF8StringLowercasePointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        return UTF8StringUtil.lowerCaseCompareTo(this.bytes, this.start, bytes, start);
+    }
+
+    @Override
+    public int hash() {
+        return UTF8StringUtil.lowerCaseHash(bytes, start);
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringPointable.java
new file mode 100644
index 0000000..7e834db
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/UTF8StringPointable.java
@@ -0,0 +1,446 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import java.io.IOException;
+import java.nio.charset.Charset;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IComparable;
+import org.apache.hyracks.data.std.api.IHashable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.data.std.util.UTF8StringBuilder;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public final class UTF8StringPointable extends AbstractPointable implements IHashable, IComparable {
+
+    // These values are cached to speed up the length data access.
+    // Since we are using the variable-length encoding, we can save the repeated decoding efforts.
+    // WARNING: must call the resetConstants() method after each reset().
+    private int utf8Length;
+    private int metaLength;
+    private int hashValue;
+    private int stringLength;
+
+    /**
+     * reset those meta length.
+     * Since the {@code utf8Length} and the {@code metaLength} are often used, we compute those two values in advance.
+     * As for the {@code stringLength} and the {@code hashValue}, they will be lazily initialized after the first call.
+     */
+    @Override
+    protected void afterReset() {
+        utf8Length = UTF8StringUtil.getUTFLength(bytes, start);
+        metaLength = UTF8StringUtil.getNumBytesToStoreLength(getUTF8Length());
+        hashValue = 0;
+        stringLength = -1;
+    }
+
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return false;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 0;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new UTF8StringPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+
+    public static UTF8StringPointable generateUTF8Pointable(String string) {
+        byte[] bytes;
+        bytes = UTF8StringUtil.writeStringToBytes(string);
+        UTF8StringPointable ptr = new UTF8StringPointable();
+        ptr.set(bytes, 0, bytes.length);
+        return ptr;
+    }
+
+    /**
+     * Returns the character at the given byte offset. The caller is responsible for making sure that
+     * the provided offset is within bounds and points to the beginning of a valid UTF8 character.
+     *
+     * @param offset
+     *            - Byte offset
+     * @return Character at the given offset.
+     */
+    public char charAt(int offset) {
+        return UTF8StringUtil.charAt(bytes, start + offset);
+    }
+
+    public int charSize(int offset) {
+        return UTF8StringUtil.charSize(bytes, start + offset);
+    }
+
+    /**
+     * Gets the length of the string in characters.
+     * The first time call will need to go through the entire string, the following call will just return the pre-caculated result
+     *
+     * @return length of string in characters
+     */
+    public int getStringLength() {
+        if (stringLength < 0) {
+            stringLength = UTF8StringUtil.getStringLength(bytes, start);
+        }
+        return stringLength;
+    }
+
+    /**
+     * Gets the length of the UTF-8 encoded string in bytes.
+     *
+     * @return length of UTF-8 encoded string in bytes
+     */
+    public int getUTF8Length() {
+        return utf8Length;
+    }
+
+    public int getMetaDataLength() {
+        return metaLength;
+    }
+
+    public int getCharStartOffset() {
+        return getStartOffset() + getMetaDataLength();
+    }
+
+    @Override
+    public int compareTo(IPointable pointer) {
+        return compareTo(pointer.getByteArray(), pointer.getStartOffset(), pointer.getLength());
+    }
+
+    @Override
+    public int compareTo(byte[] bytes, int start, int length) {
+        return UTF8StringUtil.compareTo(this.bytes, this.start, bytes, start);
+    }
+
+    @Override
+    public int hash() {
+        if (hashValue == 0) {
+            hashValue = UTF8StringUtil.hash(this.bytes, this.start);
+        }
+        return hashValue;
+    }
+
+    public void toString(StringBuilder buffer) {
+        UTF8StringUtil.toString(buffer, bytes, start);
+    }
+
+    @Override
+    public String toString() {
+        return new String(this.bytes, this.getCharStartOffset(), this.getUTF8Length(), Charset.forName("UTF-8"));
+    }
+
+    /****
+     * String functions
+     */
+
+    public int ignoreCaseCompareTo(UTF8StringPointable other) {
+        return UTF8StringUtil.lowerCaseCompareTo(this.getByteArray(), this.getStartOffset(), other.getByteArray(),
+                other.getStartOffset());
+    }
+
+    public int find(UTF8StringPointable pattern, boolean ignoreCase) {
+        return find(this, pattern, ignoreCase);
+    }
+
+    /**
+     * return the byte offset of the first character of the matching string. Not including the MetaLength
+     *
+     * @param src
+     * @param pattern
+     * @param ignoreCase
+     * @return
+     */
+    public static int find(UTF8StringPointable src, UTF8StringPointable pattern, boolean ignoreCase) {
+        final int srcUtfLen = src.getUTF8Length();
+        final int pttnUtfLen = pattern.getUTF8Length();
+        final int srcStart = src.getMetaDataLength();
+        final int pttnStart = pattern.getMetaDataLength();
+
+        int startMatch = 0;
+        int maxStart = srcUtfLen - pttnUtfLen;
+        while (startMatch <= maxStart) {
+            int c1 = startMatch;
+            int c2 = 0;
+            while (c1 < srcUtfLen && c2 < pttnUtfLen) {
+                char ch1 = src.charAt(srcStart + c1);
+                char ch2 = pattern.charAt(pttnStart + c2);
+
+                if (ch1 != ch2) {
+                    if (!ignoreCase || ignoreCase && Character.toLowerCase(ch1) != Character.toLowerCase(ch2)) {
+                        break;
+                    }
+                }
+                c1 += src.charSize(srcStart + c1);
+                c2 += pattern.charSize(pttnStart + c2);
+            }
+            if (c2 == pttnUtfLen) {
+                return startMatch;
+            }
+            startMatch += src.charSize(srcStart + startMatch);
+        }
+        return -1;
+    }
+
+    public boolean contains(UTF8StringPointable pattern, boolean ignoreCase) {
+        return contains(this, pattern, ignoreCase);
+    }
+
+    public static boolean contains(UTF8StringPointable src, UTF8StringPointable pattern, boolean ignoreCase) {
+        return find(src, pattern, ignoreCase) >= 0;
+    }
+
+    public boolean startsWith(UTF8StringPointable pattern, boolean ignoreCase) {
+        return startsWith(this, pattern, ignoreCase);
+    }
+
+    public static boolean startsWith(UTF8StringPointable src, UTF8StringPointable pattern, boolean ignoreCase) {
+        int utflen1 = src.getUTF8Length();
+        int utflen2 = pattern.getUTF8Length();
+        if (utflen2 > utflen1) {
+            return false;
+        }
+
+        int s1Start = src.getMetaDataLength();
+        int s2Start = pattern.getMetaDataLength();
+
+        int c1 = 0;
+        int c2 = 0;
+        while (c1 < utflen1 && c2 < utflen2) {
+            char ch1 = src.charAt(s1Start + c1);
+            char ch2 = pattern.charAt(s2Start + c2);
+            if (ch1 != ch2) {
+                if (!ignoreCase || ignoreCase && Character.toLowerCase(ch1) != Character.toLowerCase(ch2)) {
+                    break;
+                }
+            }
+            c1 += src.charSize(s1Start + c1);
+            c2 += pattern.charSize(s2Start + c2);
+        }
+        return (c2 == utflen2);
+    }
+
+    public boolean endsWith(UTF8StringPointable pattern, boolean ignoreCase) {
+        return endsWith(this, pattern, ignoreCase);
+    }
+
+    public static boolean endsWith(UTF8StringPointable src, UTF8StringPointable pattern, boolean ignoreCase) {
+        int len1 = src.getUTF8Length();
+        int len2 = pattern.getUTF8Length();
+        if (len2 > len1) {
+            return false;
+        }
+
+        int s1Start = src.getMetaDataLength();
+        int s2Start = pattern.getMetaDataLength();
+
+        int c1 = len1 - len2;
+        int c2 = 0;
+        while (c1 < len1 && c2 < len2) {
+            char ch1 = src.charAt(s1Start + c1);
+            char ch2 = pattern.charAt(s2Start + c2);
+
+            if (ch1 != ch2) {
+                if (!ignoreCase || ignoreCase && Character.toLowerCase(ch1) != Character.toLowerCase(ch2)) {
+                    break;
+                }
+            }
+            c1 += src.charSize(s1Start + c1);
+            c2 += pattern.charSize(s2Start + c2);
+        }
+        return (c2 == len2);
+    }
+
+    public void concat(UTF8StringPointable next, UTF8StringBuilder builder, GrowableArray out) throws IOException {
+        concat(this, next, builder, out);
+    }
+
+    public static void concat(UTF8StringPointable first, UTF8StringPointable next, UTF8StringBuilder builder,
+            GrowableArray out) throws IOException {
+        int firstUtfLen = first.getUTF8Length();
+        int nextUtfLen = next.getUTF8Length();
+
+        builder.reset(out, firstUtfLen + nextUtfLen);
+        builder.appendUtf8StringPointable(first);
+        builder.appendUtf8StringPointable(next);
+        builder.finish();
+    }
+
+    public void substr(int charOffset, int charLength, UTF8StringBuilder builder, GrowableArray out)
+            throws IOException {
+        substr(this, charOffset, charLength, builder, out);
+    }
+
+    public static void substr(UTF8StringPointable src, int charOffset, int charLength, UTF8StringBuilder builder,
+            GrowableArray out) throws IOException {
+        // Really don't understand why we need to support the charOffset < 0 case.
+        // At this time, usually there is mistake on user side, we'd better give him a warning.
+        // assert charOffset >= 0;
+        if (charOffset < 0) {
+            charOffset = 0;
+        }
+        if (charLength < 0) {
+            charLength = 0;
+        }
+
+        int utfLen = src.getUTF8Length();
+        int chIdx = 0;
+        int byteIdx = 0;
+        while (byteIdx < utfLen && chIdx < charOffset) {
+            byteIdx += src.charSize(src.getMetaDataLength() + byteIdx);
+            chIdx++;
+        }
+        if (byteIdx >= utfLen) {
+            // Again, why do we tolerant this kind of mistakes?
+            // throw new StringIndexOutOfBoundsException(charOffset);
+            builder.reset(out, 0);
+            builder.finish();
+            return;
+        }
+
+        builder.reset(out, Math.min(utfLen - byteIdx, (int) (charLength * 1.0 * byteIdx / chIdx)));
+        chIdx = 0;
+        while (byteIdx < utfLen && chIdx < charLength) {
+            builder.appendChar(src.charAt(src.getMetaDataLength() + byteIdx));
+            chIdx++;
+            byteIdx += src.charSize(src.getMetaDataLength() + byteIdx);
+        }
+        builder.finish();
+    }
+
+    public void substrBefore(UTF8StringPointable match, UTF8StringBuilder builder, GrowableArray out)
+            throws IOException {
+        substrBefore(this, match, builder, out);
+    }
+
+    /**
+     * Write the substring before the given pattern. It will write a empty string if the matching fails.
+     *
+     * @param src
+     * @param match
+     * @param builder
+     * @param out
+     * @throws IOException
+     */
+    public static void substrBefore(UTF8StringPointable src, UTF8StringPointable match, UTF8StringBuilder builder,
+            GrowableArray out) throws IOException {
+
+        int byteOffset = find(src, match, false);
+        if (byteOffset < 0) {
+            builder.reset(out, 0);
+            builder.finish();
+            return;
+        }
+
+        final int srcMetaLen = src.getMetaDataLength();
+
+        builder.reset(out, byteOffset);
+        for (int idx = 0; idx < byteOffset;) {
+            builder.appendChar(src.charAt(srcMetaLen + idx));
+            idx += src.charSize(srcMetaLen + idx);
+        }
+        builder.finish();
+    }
+
+    public void substrAfter(UTF8StringPointable match, UTF8StringBuilder builder, GrowableArray out)
+            throws IOException {
+        substrAfter(this, match, builder, out);
+    }
+
+    /**
+     * Write the substring after the given pattern. It will write a empty string if the matching fails.
+     *
+     * @param src
+     * @param match
+     * @param builder
+     * @param out
+     */
+    public static void substrAfter(UTF8StringPointable src, UTF8StringPointable match, UTF8StringBuilder builder,
+            GrowableArray out) throws IOException {
+
+        int byteOffset = find(src, match, false);
+        if (byteOffset < 0) {
+            builder.reset(out, 0);
+            builder.finish();
+            return;
+        }
+
+        final int srcUtfLen = src.getUTF8Length();
+        final int matchUtfLen = match.getUTF8Length();
+
+        final int resultLen = srcUtfLen - byteOffset - matchUtfLen;
+        builder.reset(out, resultLen);
+        builder.appendUtf8StringPointable(src, src.getCharStartOffset() + byteOffset + matchUtfLen, resultLen);
+        builder.finish();
+    }
+
+    public void lowercase(UTF8StringBuilder builder, GrowableArray out) throws IOException {
+        lowercase(this, builder, out);
+    }
+
+    public static void lowercase(UTF8StringPointable src, UTF8StringBuilder builder, GrowableArray out)
+            throws IOException {
+        final int srcUtfLen = src.getUTF8Length();
+        final int srcStart = src.getMetaDataLength();
+
+        builder.reset(out, srcUtfLen);
+        int byteIndex = 0;
+        while (byteIndex < srcUtfLen) {
+            builder.appendChar(Character.toLowerCase(src.charAt(srcStart + byteIndex)));
+            byteIndex += src.charSize(srcStart + byteIndex);
+        }
+        builder.finish();
+    }
+
+    public void uppercase(UTF8StringBuilder builder, GrowableArray out) throws IOException {
+        uppercase(this, builder, out);
+    }
+
+    public static void uppercase(UTF8StringPointable src, UTF8StringBuilder builder, GrowableArray out)
+            throws IOException {
+        final int srcUtfLen = src.getUTF8Length();
+        final int srcStart = src.getMetaDataLength();
+
+        builder.reset(out, srcUtfLen);
+        int byteIndex = 0;
+        while (byteIndex < srcUtfLen) {
+            builder.appendChar(Character.toUpperCase(src.charAt(srcStart + byteIndex)));
+            byteIndex += src.charSize(srcStart + byteIndex);
+        }
+        builder.finish();
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/VoidPointable.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/VoidPointable.java
new file mode 100644
index 0000000..ee00163
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/primitive/VoidPointable.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.primitive;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.AbstractPointable;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+
+public final class VoidPointable extends AbstractPointable {
+    public static final ITypeTraits TYPE_TRAITS = new ITypeTraits() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public boolean isFixedLength() {
+            return false;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return 0;
+        }
+    };
+
+    public static final IPointableFactory FACTORY = new IPointableFactory() {
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public IPointable createPointable() {
+            return new VoidPointable();
+        }
+
+        @Override
+        public ITypeTraits getTypeTraits() {
+            return TYPE_TRAITS;
+        }
+    };
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/AbstractVarLenObjectBuilder.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/AbstractVarLenObjectBuilder.java
new file mode 100644
index 0000000..452710e
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/AbstractVarLenObjectBuilder.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+/**
+ * This builder is used to build the variable length encoding object (e.g. UTF8String or ByteArray).
+ * The caller needs to give an estimated length when {@link #reset(GrowableArray, int)}.
+ * Then it can append the content byte by byte.
+ * Since the actual byte length to store the content length is not precise at the beginning, the caller need
+ * to explicitly call the {@link #finish()} function to notify that one object has finished building.
+ * Then internally this builder will take care of storing the actual length field at the beginning of the
+ * given storage array.
+ */
+public abstract class AbstractVarLenObjectBuilder {
+    protected GrowableArray ary;
+    protected DataOutput out;
+    protected int startOffset;
+    protected int estimateMetaLen;
+
+    /**
+     * Start to build an variable length object
+     *
+     * @param ary            the destination storage array
+     * @param estimateLength the estimate length of this object
+     * @throws IOException
+     */
+    public void reset(GrowableArray ary, int estimateLength) throws IOException {
+        this.ary = ary;
+        this.out = ary.getDataOutput();
+        this.startOffset = ary.getLength();
+        this.estimateMetaLen = VarLenIntEncoderDecoder.getBytesRequired(estimateLength);
+
+        // increase the offset
+        for (int i = 0; i < estimateMetaLen; i++) {
+            out.writeByte(0);
+        }
+    }
+
+    /**
+     * Finish building an variable length object.
+     * It will write the correct length of the object at the beginning of the storage array.
+     * Since the actual byte size for storing the length could be changed ( if the given estimated length varies too
+     * far from the actual length), we need to shift the data around in some cases.
+     * Specifically, if the varlength(actual length) > varlength(estimated length) we need to grow the storage and
+     * shift the content rightward. Else we need to shift the data leftward and tell the storage to rewind the
+     * difference to mark the correct position.
+     *
+     * @throws IOException
+     */
+    public void finish() throws IOException {
+        int actualDataLength = ary.getLength() - startOffset - estimateMetaLen;
+        int actualMetaLen = VarLenIntEncoderDecoder.getBytesRequired(actualDataLength);
+        if (actualMetaLen != estimateMetaLen) {// ugly but rare situation if the estimate vary a lot
+            int diff = estimateMetaLen - actualMetaLen;
+            int actualDataStart = startOffset + actualMetaLen;
+            if (diff > 0) { // shrink
+                for (int i = 0; i < actualDataLength; i++) {
+                    ary.getByteArray()[actualDataStart + i] = ary.getByteArray()[actualDataStart + i + diff];
+                }
+                ary.rewindPositionBy(diff);
+            } else { // increase space
+                diff = -diff;
+                for (int i = 0; i < diff; i++) {
+                    out.writeByte(0);
+                }
+                for (int i = ary.getLength() - 1; i >= actualDataStart + diff; i--) {
+                    ary.getByteArray()[i] = ary.getByteArray()[i - diff];
+                }
+            }
+        }
+        VarLenIntEncoderDecoder.encode(actualDataLength, ary.getByteArray(), startOffset);
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ArrayBackedValueStorage.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ArrayBackedValueStorage.java
new file mode 100644
index 0000000..250d21a
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ArrayBackedValueStorage.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.util;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.api.IMutableValueStorage;
+import org.apache.hyracks.data.std.api.IValueReference;
+
+public class ArrayBackedValueStorage implements IMutableValueStorage {
+
+    private final GrowableArray data = new GrowableArray();
+
+    @Override
+    public void reset() {
+        data.reset();
+    }
+
+    @Override
+    public DataOutput getDataOutput() {
+        return data.getDataOutput();
+    }
+
+    @Override
+    public byte[] getByteArray() {
+        return data.getByteArray();
+    }
+
+    @Override
+    public int getStartOffset() {
+        return 0;
+    }
+
+    @Override
+    public int getLength() {
+        return data.getLength();
+    }
+
+    public void append(IValueReference value) {
+        try {
+            data.append(value);
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public void assign(IValueReference value) {
+        reset();
+        append(value);
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java
new file mode 100644
index 0000000..370f936
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayAccessibleOutputStream.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.util;
+
+import java.io.ByteArrayOutputStream;
+import java.util.Arrays;
+
+public class ByteArrayAccessibleOutputStream extends ByteArrayOutputStream {
+
+    public ByteArrayAccessibleOutputStream() {
+        super();
+    }
+
+    public ByteArrayAccessibleOutputStream(int size) {
+        super(size);
+    }
+
+    public byte[] getByteArray() {
+        return buf;
+    }
+
+    // Override to make it not synchronized.
+    @Override
+    public void reset() {
+        count = 0;
+    }
+
+    @Override
+    public void write(int b) {
+        ensureCapacity(count + 1);
+        buf[count] = (byte) b;
+        count += 1;
+    }
+
+    /**
+     * Rewind the current position by {@code delta} to a previous position.
+     * This function is used to drop the already written delta bytes.
+     * In some cases, we write some bytes, and afterward we found we've written more than expected.
+     * Then we need to fix the position by rewind the current position to the expected one.
+     * Currently, it is used by the {@link AbstractVarLenObjectBuilder} which may take more space than required
+     * at beginning, and it will shift the data and fix the position whenever required.
+     * It will throw {@link IndexOutOfBoundsException} if the {@code delta} is negative.
+     * Evil function, use with caution.
+     *
+     * @param delta
+     */
+    public void rewindPositionBy(int delta) {
+        if (delta < 0 || count < delta) {
+            throw new IndexOutOfBoundsException();
+        }
+        count -= delta;
+    }
+
+    @Override
+    public void write(byte[] b, int off, int len) {
+        if ((off < 0) || (off > b.length) || (len < 0) || ((off + len) - b.length > 0)) {
+            throw new IndexOutOfBoundsException();
+        }
+        ensureCapacity(count + len);
+        System.arraycopy(b, off, buf, count, len);
+        count += len;
+    }
+
+    private void ensureCapacity(int minCapacity) {
+        // overflow-conscious code
+        if (minCapacity - buf.length > 0)
+            grow(minCapacity);
+    }
+
+    /**
+     * Increases the capacity to ensure that it can hold at least the
+     * number of elements specified by the minimum capacity argument.
+     *
+     * @param minCapacity
+     *            the desired minimum capacity
+     */
+    private void grow(int minCapacity) {
+        // overflow-conscious code
+        int oldCapacity = buf.length;
+        int newCapacity = oldCapacity << 1;
+        if (newCapacity - minCapacity < 0)
+            newCapacity = minCapacity;
+        if (newCapacity < 0) {
+            if (minCapacity < 0) // overflow
+                throw new OutOfMemoryError();
+            newCapacity = Integer.MAX_VALUE;
+        }
+        buf = Arrays.copyOf(buf, newCapacity);
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayBuilder.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayBuilder.java
new file mode 100644
index 0000000..61b15d4
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ByteArrayBuilder.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import java.io.IOException;
+
+public class ByteArrayBuilder extends AbstractVarLenObjectBuilder {
+
+    public void appendByte(byte b) throws IOException {
+        out.writeByte(b);
+    }
+
+    public void appendBytes(byte[] bytes, int start, int length) throws IOException {
+        out.write(bytes, start, length);
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/GrowableArray.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/GrowableArray.java
new file mode 100644
index 0000000..6e329ab
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/GrowableArray.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.api.IDataOutputProvider;
+import org.apache.hyracks.data.std.api.IValueReference;
+
+public class GrowableArray implements IDataOutputProvider {
+    private final ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
+    private final RewindableDataOutputStream dos = new RewindableDataOutputStream(baaos);
+
+    @Override
+    public DataOutput getDataOutput() {
+        return dos;
+    }
+
+    public void reset() {
+        baaos.reset();
+    }
+
+    /**
+     * Rewind the current position by {@code delta} to a previous position.
+     * This function is used to drop the already written delta bytes.
+     * In some cases, we write some bytes, and afterward we found we've written more than expected.
+     * Then we need to fix the position by rewind the current position to the expected one.
+     *
+     * Currently, it is used by the {@link AbstractVarLenObjectBuilder} which may take more space than required
+     * at beginning, and it will shift the data and fix the position whenever required.
+     * It will throw {@link IndexOutOfBoundsException} if the {@code delta} is negative.
+     * Evil function, use with caution.
+     *
+     * @param delta
+     */
+    public void rewindPositionBy(int delta) {
+        baaos.rewindPositionBy(delta);
+        dos.rewindWrittenBy(delta);
+    }
+
+    public byte[] getByteArray() {
+        return baaos.getByteArray();
+    }
+
+    public int getLength() {
+        return baaos.size();
+    }
+
+    public void append(IValueReference value) throws IOException {
+        dos.write(value.getByteArray(), value.getStartOffset(), value.getLength());
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ICharIterator.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ICharIterator.java
new file mode 100644
index 0000000..118893b
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/ICharIterator.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+public interface ICharIterator {
+
+    boolean hasNext();
+
+    char next();
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/RewindableDataOutputStream.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/RewindableDataOutputStream.java
new file mode 100644
index 0000000..dcd5458
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/RewindableDataOutputStream.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import java.io.DataOutputStream;
+import java.io.FilterOutputStream;
+import java.io.OutputStream;
+
+public class RewindableDataOutputStream extends DataOutputStream {
+    /**
+     * Creates a new data output stream to write data to the specified
+     * underlying output stream. The counter <code>written</code> is
+     * set to zero.
+     *
+     * @param out the underlying output stream, to be saved for later
+     *            use.
+     * @see FilterOutputStream#out
+     */
+    public RewindableDataOutputStream(OutputStream out) {
+        super(out);
+    }
+
+    /**
+     * Rewind the current position by {@code delta} to a previous position.
+     * This function is used to drop the already written delta bytes.
+     * In some cases, we write some bytes, and afterward we found we've written more than expected.
+     * Then we need to fix the position by rewind the current position to the expected one.
+     * Currently, it is used by the {@link AbstractVarLenObjectBuilder} which may take more space than required
+     * at beginning, and it will shift the data and fix the position whenever required.
+     *
+     * @param delta
+     */
+    public void rewindWrittenBy(int delta) {
+        if (written < delta) {
+            throw new IndexOutOfBoundsException();
+        }
+        written -= delta;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8CharSequence.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8CharSequence.java
new file mode 100644
index 0000000..9dafef1
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8CharSequence.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.data.std.util;
+
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class UTF8CharSequence implements CharSequence {
+
+    private char[] buf;
+    private int length;
+
+    @Override
+    public char charAt(int index) {
+        if (index >= length || index < 0) {
+            throw new IndexOutOfBoundsException("No index " + index + " for string of length " + length);
+        }
+        return buf[index];
+    }
+
+    @Override
+    public int length() {
+        return length;
+    }
+
+    @Override
+    public CharSequence subSequence(int start, int end) {
+        UTF8CharSequence carSeq = new UTF8CharSequence();
+        carSeq.length = end - start;
+        if (end != start) {
+            carSeq.buf = new char[carSeq.length];
+            System.arraycopy(buf, start, carSeq.buf, 0, carSeq.length);
+        }
+        return carSeq;
+    }
+
+    public void reset(UTF8StringPointable valuePtr) {
+        int utfLen = valuePtr.getUTF8Length();
+        if (buf == null || buf.length < utfLen) {
+            buf = new char[utfLen];
+        }
+        int bytePos = 0;
+        int charPos = 0;
+        while (bytePos < utfLen) {
+            buf[charPos++] = valuePtr.charAt(valuePtr.getMetaDataLength() + bytePos);
+            bytePos += valuePtr.charSize(valuePtr.getMetaDataLength() + bytePos);
+        }
+        this.length = charPos;
+    }
+
+    @Override
+    public String toString() {
+        return new String(buf, 0, length);
+    }
+
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringBuilder.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringBuilder.java
new file mode 100644
index 0000000..fe04146
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringBuilder.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.hyracks.data.std.util;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class UTF8StringBuilder extends AbstractVarLenObjectBuilder {
+
+    public void appendChar(char ch) throws IOException {
+        UTF8StringUtil.writeCharAsModifiedUTF8(ch, out);
+    }
+
+    public void appendString(String string) throws IOException {
+        for (int i = 0; i < string.length(); i++) {
+            appendChar(string.charAt(i));
+        }
+    }
+
+    public void appendUtf8StringPointable(UTF8StringPointable src, int byteStartOffset, int byteLength) throws IOException {
+        out.write(src.getByteArray(), byteStartOffset, byteLength);
+    }
+
+    public void appendUtf8StringPointable(UTF8StringPointable src) throws IOException {
+        appendUtf8StringPointable(src, src.getCharStartOffset(), src.getUTF8Length());
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIterator.java b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIterator.java
new file mode 100644
index 0000000..317527e
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/main/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIterator.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+
+public class UTF8StringCharacterIterator implements ICharIterator {
+
+    private UTF8StringPointable utf8Ptr;
+    private int pos;
+
+    public UTF8StringCharacterIterator reset(UTF8StringPointable utf8Ptr) {
+        this.utf8Ptr = utf8Ptr;
+        return reset();
+    }
+
+    public UTF8StringCharacterIterator reset() {
+        this.pos = utf8Ptr.getMetaDataLength();
+        return this;
+    }
+
+    @Override
+    public boolean hasNext() {
+        return pos < utf8Ptr.getMetaDataLength() + utf8Ptr.getUTF8Length();
+    }
+
+    @Override
+    public char next() {
+        char ret = utf8Ptr.charAt(pos);
+        pos += utf8Ptr.charSize(pos);
+        return ret;
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/ByteArrayPointableTest.java b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/ByteArrayPointableTest.java
new file mode 100644
index 0000000..fbc7aea
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/ByteArrayPointableTest.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.primitive;
+
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Test;
+
+public class ByteArrayPointableTest {
+
+    @Test
+    public void testCompareTo() throws Exception {
+        ByteArrayPointable byteArrayPointable = ByteArrayPointable
+                .generatePointableFromPureBytes(new byte[] { 1, 2, 3, 4 });
+
+        testEqual(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 1, 2, 3, 4 }));
+
+        testLessThan(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 2 }, 0, 1));
+        testLessThan(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 1, 2, 3, 5 }));
+        testLessThan(byteArrayPointable,
+                ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 1, 2, 3, 4, 5 }));
+
+        testGreaterThan(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] {}));
+        testGreaterThan(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 0 }));
+        testGreaterThan(byteArrayPointable, ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 1, 2, 3 }));
+
+    }
+
+    void testEqual(ByteArrayPointable pointable, ByteArrayPointable bytes) {
+        assertTrue(pointable.compareTo(bytes) == 0);
+    }
+
+    void testLessThan(ByteArrayPointable pointable, ByteArrayPointable bytes) {
+        assertTrue(pointable.compareTo(bytes) < 0);
+    }
+
+    void testGreaterThan(ByteArrayPointable pointable, ByteArrayPointable bytes) {
+        assertTrue(pointable.compareTo(bytes) > 0);
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/UTF8StringPointableTest.java b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/UTF8StringPointableTest.java
new file mode 100644
index 0000000..c47cc36
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/primitive/UTF8StringPointableTest.java
@@ -0,0 +1,193 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.primitive;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.data.std.util.UTF8StringBuilder;
+import org.apache.hyracks.util.string.UTF8StringSample;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.junit.Test;
+
+public class UTF8StringPointableTest {
+    public static UTF8StringPointable STRING_EMPTY = UTF8StringPointable
+            .generateUTF8Pointable(UTF8StringSample.EMPTY_STRING);
+    public static UTF8StringPointable STRING_UTF8_MIX = UTF8StringPointable
+            .generateUTF8Pointable(UTF8StringSample.STRING_UTF8_MIX);
+    public static UTF8StringPointable STRING_UTF8_MIX_LOWERCASE = UTF8StringPointable.generateUTF8Pointable(
+            UTF8StringSample.STRING_UTF8_MIX_LOWERCASE);
+
+    public static UTF8StringPointable STRING_LEN_127 = UTF8StringPointable
+            .generateUTF8Pointable(UTF8StringSample.STRING_LEN_127);
+    public static UTF8StringPointable STRING_LEN_128 = UTF8StringPointable
+            .generateUTF8Pointable(UTF8StringSample.STRING_LEN_128);
+
+    @Test
+    public void testGetStringLength() throws Exception {
+        UTF8StringPointable utf8Ptr = UTF8StringPointable.generateUTF8Pointable(UTF8StringSample.STRING_LEN_127);
+        assertEquals(127, utf8Ptr.getUTF8Length());
+        assertEquals(1, utf8Ptr.getMetaDataLength());
+        assertEquals(127, utf8Ptr.getStringLength());
+
+        byte[] bytes = UTF8StringUtil.writeStringToBytes(UTF8StringSample.STRING_LEN_128);
+        utf8Ptr.set(bytes, 0, bytes.length);
+        assertEquals(128, utf8Ptr.getUTF8Length());
+        assertEquals(2, utf8Ptr.getMetaDataLength());
+        assertEquals(128, utf8Ptr.getStringLength());
+    }
+
+    @Test
+    public void testContains() throws Exception {
+        assertTrue(STRING_UTF8_MIX.contains(STRING_UTF8_MIX, false));
+        assertTrue(STRING_UTF8_MIX.contains(STRING_UTF8_MIX, true));
+        assertTrue(STRING_UTF8_MIX.contains(STRING_EMPTY, true));
+
+        assertTrue(STRING_UTF8_MIX.contains(STRING_UTF8_MIX_LOWERCASE, true));
+        assertTrue(STRING_UTF8_MIX_LOWERCASE.contains(STRING_UTF8_MIX, true));
+    }
+
+    @Test
+    public void testStartsWith() throws Exception {
+        assertTrue(STRING_LEN_128.startsWith(STRING_LEN_127, true));
+        assertFalse(STRING_LEN_127.startsWith(STRING_LEN_128, true));
+
+        assertTrue(STRING_LEN_127.startsWith(STRING_EMPTY, true));
+    }
+
+    @Test
+    public void testEndsWith() throws Exception {
+        assertTrue(STRING_LEN_128.endsWith(STRING_LEN_127, true));
+        assertFalse(STRING_LEN_127.endsWith(STRING_LEN_128, true));
+
+        assertTrue(STRING_LEN_127.startsWith(STRING_EMPTY, true));
+    }
+
+    @Test
+    public void testConcat() throws Exception {
+        UTF8StringPointable expected = UTF8StringPointable.generateUTF8Pointable(
+                UTF8StringSample.generateStringRepeatBy(UTF8StringSample.ONE_ASCII_CHAR, 127 + 128));
+
+        GrowableArray storage = new GrowableArray();
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+        STRING_LEN_127.concat(STRING_LEN_128, builder, storage);
+
+        UTF8StringPointable actual = new UTF8StringPointable();
+        actual.set(storage.getByteArray(), 0, storage.getLength());
+
+        assertEquals(0, expected.compareTo(actual));
+
+        storage.reset();
+        STRING_LEN_127.concat(STRING_EMPTY, builder, storage);
+        actual.set(storage.getByteArray(), 0, storage.getLength());
+
+        assertEquals(0, STRING_LEN_127.compareTo(actual));
+    }
+
+    @Test
+    public void testSubstr() throws Exception {
+        GrowableArray storage = new GrowableArray();
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+
+        STRING_LEN_128.substr(1, 127, builder, storage);
+        UTF8StringPointable result = new UTF8StringPointable();
+        result.set(storage.getByteArray(), 0, storage.getLength());
+
+        assertEquals(0, STRING_LEN_127.compareTo(result));
+
+        storage.reset();
+        STRING_UTF8_MIX.substr(0, UTF8StringSample.STRING_UTF8_MIX.length(), builder, storage);
+        result.set(storage.getByteArray(), 0, storage.getLength());
+        assertEquals(0, STRING_UTF8_MIX.compareTo(result));
+    }
+
+    @Test
+    public void testSubstrBefore() throws Exception {
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+        GrowableArray storage = new GrowableArray();
+
+        STRING_LEN_128.substrBefore(STRING_LEN_127, builder, storage);
+        UTF8StringPointable result = new UTF8StringPointable();
+        result.set(storage.getByteArray(), 0, storage.getLength());
+
+        assertEquals(0, STRING_EMPTY.compareTo(result));
+
+        storage.reset();
+        UTF8StringPointable testPtr = UTF8StringPointable.generateUTF8Pointable("Mix中文123");
+        UTF8StringPointable pattern = UTF8StringPointable.generateUTF8Pointable("文");
+        UTF8StringPointable expect = UTF8StringPointable.generateUTF8Pointable("Mix中");
+        testPtr.substrBefore(pattern, builder, storage);
+        result.set(storage.getByteArray(), 0, storage.getLength());
+        assertEquals(0, expect.compareTo(result));
+    }
+
+    @Test
+    public void testSubstrAfter() throws Exception {
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+        GrowableArray storage = new GrowableArray();
+
+        STRING_LEN_128.substrAfter(STRING_LEN_127, builder, storage);
+        UTF8StringPointable result = new UTF8StringPointable();
+        result.set(storage.getByteArray(), 0, storage.getLength());
+
+        UTF8StringPointable expect = UTF8StringPointable
+                .generateUTF8Pointable(Character.toString(UTF8StringSample.ONE_ASCII_CHAR));
+        assertEquals(0, expect.compareTo(result));
+
+        storage.reset();
+        UTF8StringPointable testPtr = UTF8StringPointable.generateUTF8Pointable("Mix中文123");
+        UTF8StringPointable pattern = UTF8StringPointable.generateUTF8Pointable("文");
+        expect = UTF8StringPointable.generateUTF8Pointable("123");
+        testPtr.substrAfter(pattern, builder, storage);
+        result.set(storage.getByteArray(), 0, storage.getLength());
+        assertEquals(0, expect.compareTo(result));
+    }
+
+    @Test
+    public void testLowercase() throws Exception {
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+        GrowableArray storage = new GrowableArray();
+
+        UTF8StringPointable result = new UTF8StringPointable();
+        STRING_UTF8_MIX.lowercase(builder, storage);
+
+        result.set(storage.getByteArray(), 0, storage.getLength());
+
+        assertEquals(0, STRING_UTF8_MIX_LOWERCASE.compareTo(result));
+    }
+
+    @Test
+    public void testUppercase() throws Exception {
+        UTF8StringBuilder builder = new UTF8StringBuilder();
+        GrowableArray storage = new GrowableArray();
+
+        UTF8StringPointable result = new UTF8StringPointable();
+        STRING_UTF8_MIX_LOWERCASE.uppercase(builder, storage);
+
+        result.set(storage.getByteArray(), 0, storage.getLength());
+
+        UTF8StringPointable expected = UTF8StringPointable
+                .generateUTF8Pointable(UTF8StringSample.STRING_UTF8_MIX_LOWERCASE.toUpperCase());
+        assertEquals(0, expected.compareTo(result));
+
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringBuilderTest.java b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringBuilderTest.java
new file mode 100644
index 0000000..9fcf40f
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringBuilderTest.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import static org.junit.Assert.assertEquals;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+import org.apache.hyracks.util.string.UTF8StringSample;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.junit.Test;
+
+public class UTF8StringBuilderTest {
+
+    UTF8StringBuilder utf8StringBuilder = new UTF8StringBuilder();
+    GrowableArray storage = new GrowableArray();
+
+    @Test
+    public void testNormalBuilder() throws IOException {
+        testOneString(UTF8StringSample.EMPTY_STRING, 0);
+        testOneString(UTF8StringSample.EMPTY_STRING, 127);
+
+        testOneString(UTF8StringSample.STRING_UTF8_MIX, 127);
+        testOneString(UTF8StringSample.STRING_LEN_128, 128);
+
+        testOneString(UTF8StringSample.STRING_LEN_MEDIUM, VarLenIntEncoderDecoder.BOUND_TWO_BYTE);
+        testOneString(UTF8StringSample.STRING_LEN_LARGE, VarLenIntEncoderDecoder.BOUND_THREE_BYTE);
+    }
+
+    @Test
+    public void testShrinkAfterFinish() throws IOException {
+        testOneString(UTF8StringSample.STRING_LEN_127, VarLenIntEncoderDecoder.BOUND_TWO_BYTE);
+        testOneString(UTF8StringSample.STRING_LEN_127, VarLenIntEncoderDecoder.BOUND_THREE_BYTE);
+        testOneString(UTF8StringSample.STRING_LEN_127, VarLenIntEncoderDecoder.BOUND_FOUR_BYTE);
+    }
+
+    @Test
+    public void testIncreaseAfterFinish() throws IOException {
+        testOneString(UTF8StringSample.STRING_LEN_128, VarLenIntEncoderDecoder.BOUND_ONE_BYTE);
+        testOneString(UTF8StringSample.STRING_LEN_MEDIUM, VarLenIntEncoderDecoder.BOUND_ONE_BYTE);
+        testOneString(UTF8StringSample.STRING_LEN_LARGE, VarLenIntEncoderDecoder.BOUND_TWO_BYTE);
+    }
+
+    public void testOneString(String testString, int estimateLength) throws IOException {
+        storage.reset();
+        utf8StringBuilder.reset(storage, estimateLength);
+        for (char c : testString.toCharArray()) {
+            utf8StringBuilder.appendChar(c);
+        }
+        utf8StringBuilder.finish();
+        assertEquals(testString, UTF8StringUtil.toString(new StringBuilder(), storage.getByteArray(), 0).toString());
+
+        UTF8StringPointable hyracksUtf = new UTF8StringPointable();
+        hyracksUtf.set(storage.getByteArray(), 0, storage.getLength());
+
+        GrowableArray storage2 = new GrowableArray();
+        utf8StringBuilder.reset(storage2, estimateLength);
+        utf8StringBuilder.appendUtf8StringPointable(hyracksUtf);
+        utf8StringBuilder.finish();
+        assertEquals(testString, UTF8StringUtil.toString(new StringBuilder(), storage.getByteArray(), 0).toString());
+    }
+}
diff --git a/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIteratorTest.java b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIteratorTest.java
new file mode 100644
index 0000000..fc8a6ab
--- /dev/null
+++ b/hyracks/hyracks-data/hyracks-data-std/src/test/java/org/apache/hyracks/data/std/util/UTF8StringCharacterIteratorTest.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.data.std.util;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.util.string.UTF8StringSample;
+import org.junit.Test;
+
+public class UTF8StringCharacterIteratorTest {
+
+    private UTF8StringCharacterIterator iterator = new UTF8StringCharacterIterator();
+
+    private void testEachIterator(String testString) {
+        UTF8StringPointable ptr = UTF8StringPointable.generateUTF8Pointable(testString);
+        iterator.reset(ptr);
+        for (char ch : testString.toCharArray()) {
+            assertTrue(iterator.hasNext());
+            assertEquals(ch, iterator.next());
+        }
+        assertFalse(iterator.hasNext());
+
+        iterator.reset();
+        for (char ch : testString.toCharArray()) {
+            assertTrue(iterator.hasNext());
+            assertEquals(ch, iterator.next());
+        }
+        assertFalse(iterator.hasNext());
+    }
+
+    @Test
+    public void testIterator(){
+        testEachIterator(UTF8StringSample.EMPTY_STRING);
+        testEachIterator(UTF8StringSample.STRING_UTF8_MIX);
+        testEachIterator(UTF8StringSample.STRING_LEN_128);
+        testEachIterator(UTF8StringSample.STRING_LEN_128);
+    }
+}
diff --git a/hyracks/hyracks-data/pom.xml b/hyracks/hyracks-data/pom.xml
new file mode 100644
index 0000000..93c1c77
--- /dev/null
+++ b/hyracks/hyracks-data/pom.xml
@@ -0,0 +1,48 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-data</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-data</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>hyracks-data-std</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-dataflow-common/pom.xml b/hyracks/hyracks-dataflow-common/pom.xml
new file mode 100644
index 0000000..859d5bc
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/pom.xml
@@ -0,0 +1,80 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-dataflow-common</artifactId>
+  <name>hyracks-dataflow-common</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+            <distribution>repo</distribution>
+            <comments>A business-friendly OSS license</comments>
+        </license>
+    </licenses>
+
+    <properties>
+        <root.dir>${basedir}/../..</root.dir>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>test-jar</type>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-api</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-data-std</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-control-nc</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>commons-io</groupId>
+            <artifactId>commons-io</artifactId>
+        </dependency>
+    </dependencies>
+
+</project>
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java
new file mode 100644
index 0000000..1553605
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/AbstractFrameAppender.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+/*
+ * Frame
+ *  _____________________________________________
+ * |[tuple1][tuple2][tuple3].........            |
+ * |                      .                      |
+ * |                      .                      |
+ * |                      .                      |
+ * |                      .                      |
+ * |                      .                      |
+ * |..[tupleN][tuplesOffsets(4*N)][tupleCount(4)]|
+ * |_____________________________________________|
+ */
+public class AbstractFrameAppender implements IFrameAppender {
+    protected IFrame frame;
+    protected byte[] array; // cached the getBuffer().array to speed up byte array access a little
+
+    protected int tupleCount;
+    protected int tupleDataEndOffset;
+
+    @Override
+    public void reset(IFrame frame, boolean clear) throws HyracksDataException {
+        this.frame = frame;
+        if (clear) {
+            this.frame.reset();
+        }
+        reset(getBuffer(), clear);
+    }
+
+    protected boolean hasEnoughSpace(int fieldCount, int tupleLength) {
+        return tupleDataEndOffset + FrameHelper.calcRequiredSpace(fieldCount, tupleLength)
+                + tupleCount * FrameConstants.SIZE_LEN <= FrameHelper.getTupleCountOffset(frame.getFrameSize());
+    }
+
+    protected void reset(ByteBuffer buffer, boolean clear) {
+        array = buffer.array();
+        if (clear) {
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), 0);
+            tupleCount = 0;
+            tupleDataEndOffset = FrameConstants.TUPLE_START_OFFSET;
+        } else {
+            tupleCount = IntSerDeUtils.getInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()));
+            tupleDataEndOffset = tupleCount == 0 ? FrameConstants.TUPLE_START_OFFSET
+                    : IntSerDeUtils.getInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize())
+                            - tupleCount * FrameConstants.SIZE_LEN);
+        }
+    }
+
+    @Override
+    public int getTupleCount() {
+        return tupleCount;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return frame.getBuffer();
+    }
+
+    @Override
+    public void write(IFrameWriter outWriter, boolean clearFrame) throws HyracksDataException {
+        getBuffer().clear();
+        if (getTupleCount() > 0) {
+            outWriter.nextFrame(getBuffer());
+        }
+        if (clearFrame) {
+            frame.reset();
+            reset(getBuffer(), true);
+        }
+    }
+
+    protected boolean canHoldNewTuple(int fieldCount, int dataLength) throws HyracksDataException {
+        if (hasEnoughSpace(fieldCount, dataLength)) {
+            return true;
+        }
+        if (tupleCount == 0) {
+            frame.ensureFrameSize(FrameHelper.calcAlignedFrameSizeToStore(fieldCount, dataLength, frame.getMinSize()));
+            reset(frame.getBuffer(), true);
+            return true;
+        }
+        return false;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleBuilder.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleBuilder.java
new file mode 100644
index 0000000..e5f7d09
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleBuilder.java
@@ -0,0 +1,178 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.api.IDataOutputProvider;
+import org.apache.hyracks.data.std.api.IValueReference;
+import org.apache.hyracks.data.std.util.GrowableArray;
+
+/**
+ * Array backed tuple builder.
+ *
+ * @deprecated Use IFrameFieldAppender.appendField to append fields directly.
+ */
+@Deprecated
+public class ArrayTupleBuilder implements IDataOutputProvider {
+    private final GrowableArray fieldData = new GrowableArray();
+    private final int[] fEndOffsets;
+    private int nextField;
+
+    public ArrayTupleBuilder(int nFields) {
+        fEndOffsets = new int[nFields];
+    }
+
+    /**
+     * Resets the builder.
+     * reset() must be called before attempting to create a new tuple.
+     */
+    public void reset() {
+        nextField = 0;
+        fieldData.reset();
+    }
+
+    /**
+     * Get the end offsets of the fields in this tuple.
+     *
+     * @return end offsets of the fields.
+     */
+    public int[] getFieldEndOffsets() {
+        return fEndOffsets;
+    }
+
+    /**
+     * Get the data area in this builder.
+     *
+     * @return Data byte array.
+     */
+    public byte[] getByteArray() {
+        return fieldData.getByteArray();
+    }
+
+    /**
+     * Get the size of the data area.
+     *
+     * @return data area size.
+     */
+    public int getSize() {
+        return fieldData.getLength();
+    }
+
+    /**
+     * Add a field to the tuple from a field in a frame.
+     *
+     * @param accessor
+     *            - Frame that contains the field to be copied into the tuple
+     *            builder.
+     * @param tIndex
+     *            - Tuple index of the tuple that contains the field to be
+     *            copied.
+     * @param fIndex
+     *            - Field index of the field to be copied.
+     * @throws HyracksDataException
+     */
+    public void addField(IFrameTupleAccessor accessor, int tIndex, int fIndex) throws HyracksDataException {
+        int startOffset = accessor.getTupleStartOffset(tIndex);
+        int fStartOffset = accessor.getFieldStartOffset(tIndex, fIndex);
+        int fLen = accessor.getFieldEndOffset(tIndex, fIndex) - fStartOffset;
+        try {
+            fieldData.getDataOutput().write(accessor.getBuffer().array(),
+                    startOffset + accessor.getFieldSlotsLength() + fStartOffset, fLen);
+            if (FrameConstants.DEBUG_FRAME_IO) {
+                fieldData.getDataOutput().writeInt(FrameConstants.FRAME_FIELD_MAGIC);
+            }
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        fEndOffsets[nextField++] = fieldData.getLength();
+    }
+
+    /**
+     * Add a field to the tuple by serializing the given object using the given
+     * serializer.
+     *
+     * @param serDeser
+     *            - Serializer
+     * @param instance
+     *            - Object to serialize
+     * @throws HyracksDataException
+     */
+    public <T> void addField(ISerializerDeserializer<T> serDeser, T instance) throws HyracksDataException {
+        serDeser.serialize(instance, fieldData.getDataOutput());
+        fEndOffsets[nextField++] = fieldData.getLength();
+    }
+
+    /**
+     * Add a field to the tuple by copying the data bytes from a byte array.
+     *
+     * @param bytes
+     *            - Byte array to copy the field data from.
+     * @param start
+     *            - Start offset of the field to be copied in the byte array.
+     * @param length
+     *            - Length of the field to be copied.
+     * @throws HyracksDataException
+     */
+    public void addField(byte[] bytes, int start, int length) throws HyracksDataException {
+        try {
+            fieldData.getDataOutput().write(bytes, start, length);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        fEndOffsets[nextField++] = fieldData.getLength();
+    }
+
+    /**
+     * Get the {@link DataOutput} interface to write into the tuple builder.
+     */
+    @Override
+    public DataOutput getDataOutput() {
+        return fieldData.getDataOutput();
+    }
+
+    /**
+     * Get the growable array storing the field data.
+     */
+    public GrowableArray getFieldData() {
+        return fieldData;
+    }
+
+    /**
+     * Sets the byte offset of the end of the field into the field offset array.
+     * Make sure this method is called when the {@link DataOutput} interface is
+     * used to add field data into the tuple, at the end of adding a field's
+     * data.
+     */
+    public void addFieldEndOffset() {
+        fEndOffsets[nextField++] = fieldData.getLength();
+    }
+
+    /**
+     * Adds a new field and fills it with the content of the passed value
+     */
+    public void addField(IValueReference data) throws HyracksDataException {
+        addField(data.getByteArray(), data.getStartOffset(), data.getLength());
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleReference.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleReference.java
new file mode 100644
index 0000000..8cb473d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ArrayTupleReference.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * An ArrayTupleReference provides access to a tuple that is not serialized into
+ * a frame. It is meant to be reset directly with the field slots and tuple data
+ * provided by ArrayTupleBuilder. The purpose is to avoid coping the built tuple
+ * into a frame before being able to use it as an ITupleReference.
+ *
+ * @author alexander.behm
+ */
+public class ArrayTupleReference implements ITupleReference {
+	private int[] fEndOffsets;
+	private byte[] tupleData;
+
+	public void reset(int[] fEndOffsets, byte[] tupleData) {
+		this.fEndOffsets = fEndOffsets;
+		this.tupleData = tupleData;
+	}
+
+	@Override
+	public int getFieldCount() {
+		return fEndOffsets.length;
+	}
+
+	@Override
+	public byte[] getFieldData(int fIdx) {
+		return tupleData;
+	}
+
+	@Override
+	public int getFieldStart(int fIdx) {
+		return (fIdx == 0) ? 0 : fEndOffsets[fIdx - 1];
+	}
+
+	@Override
+	public int getFieldLength(int fIdx) {
+		return (fIdx == 0) ? fEndOffsets[0] : fEndOffsets[fIdx] - fEndOffsets[fIdx - 1];
+	}
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FixedSizeFrameTupleAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FixedSizeFrameTupleAppender.java
new file mode 100644
index 0000000..60c6e6d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FixedSizeFrameTupleAppender.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FixedSizeFrameTupleAppender extends FrameTupleAppender {
+    @Override
+    protected boolean canHoldNewTuple(int fieldCount, int dataLength) throws HyracksDataException {
+        if (hasEnoughSpace(fieldCount, dataLength)) {
+            return true;
+        }
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializer.java
new file mode 100644
index 0000000..819d751
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializer.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class FrameDeserializer {
+    private static final Logger LOGGER = Logger.getLogger(FrameDeserializer.class.getName());
+
+    private final ByteBufferInputStream bbis;
+
+    private final DataInputStream di;
+
+    private final RecordDescriptor recordDescriptor;
+
+    private final FrameTupleAccessor frameTupleAccessor;
+
+    private int tupleCount;
+
+    private int tIndex;
+
+    private ByteBuffer buffer;
+
+    public FrameDeserializer(RecordDescriptor recordDescriptor) {
+        this.bbis = new ByteBufferInputStream();
+        this.di = new DataInputStream(bbis);
+        this.recordDescriptor = recordDescriptor;
+        frameTupleAccessor = new FrameTupleAccessor(recordDescriptor);
+    }
+
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+        frameTupleAccessor.reset(buffer);
+        tupleCount = frameTupleAccessor.getTupleCount();
+        tIndex = 0;
+    }
+
+    public boolean done() {
+        return tIndex >= tupleCount;
+    }
+
+    public Object[] deserializeRecord() throws HyracksDataException {
+        int start = frameTupleAccessor.getTupleStartOffset(tIndex) + frameTupleAccessor.getFieldSlotsLength();
+        bbis.setByteBuffer(buffer, start);
+        Object[] record = new Object[recordDescriptor.getFieldCount()];
+        for (int i = 0; i < record.length; ++i) {
+            Object instance = recordDescriptor.getFields()[i].deserialize(di);
+            if (LOGGER.isLoggable(Level.FINEST)) {
+                LOGGER.finest(i + " " + instance);
+            }
+            record[i] = instance;
+            if (FrameConstants.DEBUG_FRAME_IO) {
+                try {
+                    if (di.readInt() != FrameConstants.FRAME_FIELD_MAGIC) {
+                        throw new HyracksDataException("Field magic mismatch");
+                    }
+                } catch (IOException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("Read Record tIndex = " + tIndex + ", tupleCount = " + tupleCount);
+        }
+        ++tIndex;
+        return record;
+    }
+
+    public void close() {
+        try {
+            di.close();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataReader.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataReader.java
new file mode 100644
index 0000000..c26f5ac
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataReader.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataReader;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FrameDeserializingDataReader implements IOpenableDataReader<Object[]> {
+    private final IFrame frame;
+
+    private boolean eos;
+
+    private boolean first;
+
+    private final IFrameReader frameReader;
+
+    private final FrameDeserializer frameDeserializer;
+
+    public FrameDeserializingDataReader(IHyracksTaskContext ctx, IFrameReader frameReader,
+            RecordDescriptor recordDescriptor) throws HyracksDataException {
+        this.frame = new VSizeFrame(ctx);
+        this.frameReader = frameReader;
+        this.frameDeserializer = new FrameDeserializer(recordDescriptor);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        frameReader.open();
+        frame.reset();
+        eos = false;
+        first = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        frameReader.close();
+        frameDeserializer.close();
+    }
+
+    @Override
+    public Object[] readData() throws HyracksDataException {
+        while (true) {
+            if (eos) {
+                return null;
+            }
+            if (!first && !frameDeserializer.done()) {
+                return frameDeserializer.deserializeRecord();
+            }
+            frame.reset();
+            if (!frameReader.nextFrame(frame)) {
+                eos = true;
+            } else {
+                frameDeserializer.reset(frame.getBuffer());
+            }
+            first = false;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataWriter.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataWriter.java
new file mode 100644
index 0000000..a98bb5de
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameDeserializingDataWriter.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FrameDeserializingDataWriter implements IFrameWriter {
+    private final IOpenableDataWriter<Object[]> writer;
+    private final FrameDeserializer frameDeserializer;
+
+    public FrameDeserializingDataWriter(IHyracksTaskContext ctx, IOpenableDataWriter<Object[]> writer,
+            RecordDescriptor recordDescriptor) {
+        this.writer = writer;
+        this.frameDeserializer = new FrameDeserializer(recordDescriptor);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        writer.close();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        frameDeserializer.reset(buffer);
+        while (!frameDeserializer.done()) {
+            Object[] tuple = frameDeserializer.deserializeRecord();
+            writer.writeData(tuple);
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        writer.open();
+    }
+
+    @Override
+    public void fail() {
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        writer.flush();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldAppender.java
new file mode 100644
index 0000000..e62e9e7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldAppender.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameFieldAppender;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+public class FrameFixedFieldAppender extends AbstractFrameAppender implements IFrameFieldAppender {
+    private final int fieldCount;
+    private int lastFieldEndOffset;
+    private int currentField;
+    private int leftOverSize;
+    private byte[] cachedLeftOverFields;
+
+    public FrameFixedFieldAppender(int numberFields) {
+        this.fieldCount = numberFields;
+        this.lastFieldEndOffset = 0;
+        this.currentField = 0;
+        this.leftOverSize = 0;
+    }
+
+    @Override
+    public void reset(IFrame frame, boolean clear) throws HyracksDataException {
+        super.reset(frame, clear);
+        lastFieldEndOffset = 0;
+        currentField = 0;
+        leftOverSize = 0;
+    }
+
+    /**
+     * Reset frame states and copy the left over data into the new frame
+     *
+     * @param frame
+     * @throws HyracksDataException
+     */
+    public void resetWithLeftOverData(IFrame frame) throws HyracksDataException {
+        super.reset(frame, true);
+        copyLeftOverDataFromeBufferToFrame();
+    }
+
+    @Override
+    public void write(IFrameWriter outWriter, boolean clearFrame) throws HyracksDataException {
+        super.write(outWriter, clearFrame);
+        if (clearFrame) {
+            copyLeftOverDataFromeBufferToFrame();
+        }
+    }
+
+    public boolean appendField(byte[] bytes, int offset, int length) throws HyracksDataException {
+        if (canHoldNewTuple(fieldCount, lastFieldEndOffset + length)) {
+            int currentFieldDataStart = tupleDataEndOffset + fieldCount * 4 + lastFieldEndOffset;
+            System.arraycopy(bytes, offset, array, currentFieldDataStart, length);
+            lastFieldEndOffset = lastFieldEndOffset + length;
+            IntSerDeUtils.putInt(array, tupleDataEndOffset + currentField * 4, lastFieldEndOffset);
+            if (++currentField == fieldCount) {
+                tupleDataEndOffset += fieldCount * 4 + lastFieldEndOffset;
+                IntSerDeUtils
+                        .putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                                tupleDataEndOffset);
+                ++tupleCount;
+                IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+
+                //reset for the next tuple
+                currentField = 0;
+                lastFieldEndOffset = 0;
+            }
+            return true;
+        } else {
+            if (currentField > 0) {
+                copyLeftOverDataFromFrameToBuffer();
+            }
+            return false;
+        }
+    }
+
+    private void copyLeftOverDataFromFrameToBuffer() {
+        leftOverSize = lastFieldEndOffset + fieldCount * 4;
+        if (cachedLeftOverFields == null || cachedLeftOverFields.length < leftOverSize) {
+            cachedLeftOverFields = new byte[leftOverSize];
+        }
+        System.arraycopy(array, tupleDataEndOffset, cachedLeftOverFields, 0, leftOverSize);
+    }
+
+    private void copyLeftOverDataFromeBufferToFrame() throws HyracksDataException {
+        if (leftOverSize > 0) {
+            if (!canHoldNewTuple(0, leftOverSize)) {
+                throw new HyracksDataException(
+                        "The given frame can not be extended to insert the leftover data from the last record");
+            }
+            System.arraycopy(cachedLeftOverFields, 0, array, tupleDataEndOffset, leftOverSize);
+            leftOverSize = 0;
+        }
+    }
+
+    public boolean appendField(IFrameTupleAccessor fta, int tIndex, int fIndex) throws HyracksDataException {
+        int startOffset = fta.getTupleStartOffset(tIndex);
+        int fStartOffset = fta.getFieldStartOffset(tIndex, fIndex);
+        int fLen = fta.getFieldEndOffset(tIndex, fIndex) - fStartOffset;
+        return appendField(fta.getBuffer().array(), startOffset + fta.getFieldSlotsLength() + fStartOffset, fLen);
+    }
+
+    public boolean hasLeftOverFields() {
+        return currentField != 0;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldTupleAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldTupleAppender.java
new file mode 100644
index 0000000..9b9e803
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameFixedFieldTupleAppender.java
@@ -0,0 +1,148 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameAppender;
+import org.apache.hyracks.api.comm.IFrameFieldAppender;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * This appender can appendTuple and appendField but at the expense of additional checks.
+ * Please use this Field/Tuple mixed appender only if you don't know the sequence of append functions.
+ * Try using {@link FrameFixedFieldAppender} if you only want to appendFields.
+ * and using {@link FrameTupleAppender} if you only want to appendTuples.
+ */
+public class FrameFixedFieldTupleAppender implements IFrameTupleAppender, IFrameFieldAppender {
+
+    private FrameFixedFieldAppender fieldAppender;
+    private FrameTupleAppender tupleAppender;
+    private IFrame sharedFrame;
+    private IFrameAppender lastAppender;
+
+    public FrameFixedFieldTupleAppender(int numFields) {
+        tupleAppender = new FrameTupleAppender();
+        fieldAppender = new FrameFixedFieldAppender(numFields);
+        lastAppender = tupleAppender;
+    }
+
+    private void resetAppenderIfNecessary(IFrameAppender appender) throws HyracksDataException {
+        if (lastAppender != appender) {
+            if (lastAppender == fieldAppender) {
+                if (fieldAppender.hasLeftOverFields()) {
+                    throw new HyracksDataException("The previous appended fields haven't been flushed yet.");
+                }
+            }
+            appender.reset(sharedFrame, false);
+            lastAppender = appender;
+        }
+    }
+
+    @Override
+    public boolean appendField(byte[] bytes, int offset, int length) throws HyracksDataException {
+        resetAppenderIfNecessary(fieldAppender);
+        return fieldAppender.appendField(bytes, offset, length);
+    }
+
+    @Override
+    public boolean appendField(IFrameTupleAccessor accessor, int tid, int fid) throws HyracksDataException {
+        resetAppenderIfNecessary(fieldAppender);
+        return fieldAppender.appendField(accessor, tid, fid);
+    }
+
+    @Override
+    public boolean append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.append(tupleAccessor, tIndex);
+    }
+
+    @Override
+    public boolean append(int[] fieldSlots, byte[] bytes, int offset, int length) throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.append(fieldSlots, bytes, offset, length);
+    }
+
+    @Override
+    public boolean append(byte[] bytes, int offset, int length) throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.append(bytes, offset, length);
+    }
+
+    @Override
+    public boolean appendSkipEmptyField(int[] fieldSlots, byte[] bytes, int offset, int length)
+            throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.appendSkipEmptyField(fieldSlots, bytes, offset, length);
+    }
+
+    @Override
+    public boolean append(IFrameTupleAccessor tupleAccessor, int tStartOffset, int tEndOffset)
+            throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.append(tupleAccessor, tStartOffset, tEndOffset);
+    }
+
+    @Override
+    public boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.appendConcat(accessor0, tIndex0, accessor1, tIndex1);
+    }
+
+    @Override
+    public boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, int[] fieldSlots1, byte[] bytes1,
+            int offset1, int dataLen1) throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.appendConcat(accessor0, tIndex0, fieldSlots1, bytes1, offset1, dataLen1);
+    }
+
+    @Override
+    public boolean appendProjection(IFrameTupleAccessor accessor, int tIndex, int[] fields)
+            throws HyracksDataException {
+        resetAppenderIfNecessary(tupleAppender);
+        return tupleAppender.appendProjection(accessor, tIndex, fields);
+    }
+
+    @Override
+    public void reset(IFrame frame, boolean clear) throws HyracksDataException {
+        sharedFrame = frame;
+        tupleAppender.reset(sharedFrame, clear);
+        fieldAppender.reset(sharedFrame, clear);
+    }
+
+    @Override
+    public int getTupleCount() {
+        return lastAppender.getTupleCount();
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return lastAppender.getBuffer();
+    }
+
+    @Override
+    public void write(IFrameWriter outWriter, boolean clear) throws HyracksDataException {
+        lastAppender.write(outWriter, clear);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameOutputStream.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameOutputStream.java
new file mode 100644
index 0000000..e8f826f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameOutputStream.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+
+public class FrameOutputStream extends ByteArrayAccessibleOutputStream {
+    private static final Logger LOGGER = Logger.getLogger(FrameOutputStream.class.getName());
+
+    private final FrameTupleAppender frameTupleAppender;
+
+    public FrameOutputStream(int initialStreamCapaciy) {
+        super(initialStreamCapaciy);
+        this.frameTupleAppender = new FrameTupleAppender();
+    }
+
+    public void reset(IFrame frame, boolean clear) throws HyracksDataException {
+        frameTupleAppender.reset(frame, clear);
+    }
+
+    public int getTupleCount() {
+        int tupleCount = frameTupleAppender.getTupleCount();
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("appendTuple(): tuple count: " + tupleCount);
+        }
+        return tupleCount;
+    }
+
+    public boolean appendTuple() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.FINEST)) {
+            LOGGER.finest("appendTuple(): tuple size: " + count);
+        }
+        boolean appended = frameTupleAppender.append(buf, 0, count);
+        count = 0;
+        return appended;
+    }
+
+    public void flush(IFrameWriter writer) throws HyracksDataException {
+        frameTupleAppender.write(writer, true);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAccessor.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAccessor.java
new file mode 100644
index 0000000..e314cd1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAccessor.java
@@ -0,0 +1,249 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+/**
+ * FrameTupleCursor is used to navigate over tuples in a Frame. A frame is
+ * formatted with tuple data concatenated starting at offset 1, one tuple after
+ * another. The first byte is used to notify how big the frame is, so the maximum frame size is 255 * initialFrameSetting.
+ * Offset FS - 4 holds an int indicating the number of tuples (N) in
+ * the frame. FS - ((i + 1) * 4) for i from 0 to N - 1 holds an int indicating
+ * the offset of the (i + 1)^th tuple. Every tuple is organized as a sequence of
+ * ints indicating the end of each field in the tuple relative to the end of the
+ * field slots.
+ */
+public class FrameTupleAccessor implements IFrameTupleAccessor {
+    private final RecordDescriptor recordDescriptor;
+    private int tupleCountOffset;
+    private ByteBuffer buffer;
+    private int start;
+
+    public FrameTupleAccessor(RecordDescriptor recordDescriptor) {
+        this.recordDescriptor = recordDescriptor;
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        reset(buffer, 0, buffer.limit());
+    }
+
+    public void reset(ByteBuffer buffer, int start, int length) {
+        this.buffer = buffer;
+        this.start = start;
+        this.tupleCountOffset = start + FrameHelper.getTupleCountOffset(length);
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public int getTupleCount() {
+        return IntSerDeUtils.getInt(buffer.array(), tupleCountOffset);
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        int offset = tupleIndex == 0 ? FrameConstants.TUPLE_START_OFFSET
+                : IntSerDeUtils.getInt(buffer.array(), tupleCountOffset - 4 * tupleIndex);
+        return start + offset;
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + getFieldSlotsLength() + getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return start
+                + IntSerDeUtils.getInt(buffer.array(), tupleCountOffset - FrameConstants.SIZE_LEN * (tupleIndex + 1));
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return fIdx == 0 ? 0
+                : IntSerDeUtils.getInt(buffer.array(),
+                        getTupleStartOffset(tupleIndex) + (fIdx - 1) * FrameConstants.SIZE_LEN);
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return IntSerDeUtils.getInt(buffer.array(), getTupleStartOffset(tupleIndex) + fIdx * FrameConstants.SIZE_LEN);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return getFieldEndOffset(tupleIndex, fIdx) - getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        return getTupleEndOffset(tupleIndex) - getTupleStartOffset(tupleIndex);
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return getFieldCount() * FrameConstants.SIZE_LEN;
+    }
+
+    public void prettyPrint(String prefix) {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        int tc = getTupleCount();
+        StringBuilder sb = new StringBuilder();
+        sb.append(prefix).append("TC: " + tc).append("\n");
+        for (int i = 0; i < tc; ++i) {
+            prettyPrint(i, bbis, dis, sb);
+        }
+        System.err.println(sb.toString());
+    }
+
+    public void prettyPrint() {
+        prettyPrint("");
+    }
+
+    protected void prettyPrint(int tid, ByteBufferInputStream bbis, DataInputStream dis, StringBuilder sb) {
+        sb.append(" tid" + tid + ":(" + getTupleStartOffset(tid) + ", " + getTupleEndOffset(tid) + ")[");
+        for (int j = 0; j < getFieldCount(); ++j) {
+            sb.append(" ");
+            if (j > 0) {
+                sb.append("|");
+            }
+            sb.append("f" + j + ":(" + getFieldStartOffset(tid, j) + ", " + getFieldEndOffset(tid, j) + ") ");
+            sb.append("{");
+            bbis.setByteBuffer(buffer, getTupleStartOffset(tid) + getFieldSlotsLength() + getFieldStartOffset(tid, j));
+            try {
+                sb.append(recordDescriptor.getFields()[j].deserialize(dis));
+            } catch (Exception e) {
+                e.printStackTrace();
+                sb.append("Failed to deserialize field" + j);
+            }
+            sb.append("}");
+        }
+        sb.append("\n");
+    }
+
+    public void prettyPrint(int tid) {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        StringBuilder sb = new StringBuilder();
+        prettyPrint(tid, bbis, dis, sb);
+        System.err.println(sb.toString());
+    }
+
+    @Override
+    public int getFieldCount() {
+        return recordDescriptor.getFieldCount();
+    }
+
+    /*
+     * The two methods below can be used for debugging.
+     * They are safe as they don't print records. Printing records
+     * using IserializerDeserializer can print incorrect results or throw exceptions.
+     * A better way yet would be to use record pointable.
+     */
+    public void prettyPrint(String prefix, int[] recordFields) throws IOException {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        int tc = getTupleCount();
+        StringBuilder sb = new StringBuilder();
+        sb.append(prefix).append("TC: " + tc).append("\n");
+        for (int i = 0; i < tc; ++i) {
+            prettyPrint(i, bbis, dis, sb, recordFields);
+        }
+        System.err.println(sb.toString());
+    }
+
+    public void prettyPrint(int tIdx, int[] recordFields) throws IOException {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        StringBuilder sb = new StringBuilder();
+        prettyPrint(tIdx, bbis, dis, sb, recordFields);
+        System.err.println(sb.toString());
+    }
+
+    public void prettyPrint(ITupleReference tuple, int fieldsIdx, int descIdx) throws HyracksDataException {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        StringBuilder sb = new StringBuilder();
+        sb.append("[");
+        sb.append("f" + fieldsIdx + ":(" + tuple.getFieldStart(fieldsIdx) + ", "
+                + (tuple.getFieldLength(fieldsIdx) + tuple.getFieldStart(fieldsIdx)) + ") ");
+        sb.append("{");
+        ByteBuffer bytebuff = ByteBuffer.wrap(tuple.getFieldData(fieldsIdx));
+        bbis.setByteBuffer(bytebuff, tuple.getFieldStart(fieldsIdx));
+        sb.append(recordDescriptor.getFields()[descIdx].deserialize(dis));
+        sb.append("}");
+        sb.append("\n");
+        System.err.println(sb.toString());
+    }
+
+    public void prettyPrint(ITupleReference tuple, int[] descF) throws HyracksDataException {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        StringBuilder sb = new StringBuilder();
+        sb.append("[");
+        for (int j = 0; j < descF.length; ++j) {
+            sb.append("f" + j + ":(" + tuple.getFieldStart(j) + ", "
+                    + (tuple.getFieldLength(j) + tuple.getFieldStart(j)) + ") ");
+            sb.append("{");
+            ByteBuffer bytebuff = ByteBuffer.wrap(tuple.getFieldData(j));
+            bbis.setByteBuffer(bytebuff, tuple.getFieldStart(j));
+            sb.append(recordDescriptor.getFields()[descF[j]].deserialize(dis));
+            sb.append("}");
+        }
+        sb.append("\n");
+        System.err.println(sb.toString());
+    }
+
+    protected void prettyPrint(int tid, ByteBufferInputStream bbis, DataInputStream dis, StringBuilder sb,
+            int[] recordFields) throws IOException {
+        Arrays.sort(recordFields);
+        sb.append(" tid" + tid + ":(" + getTupleStartOffset(tid) + ", " + getTupleEndOffset(tid) + ")[");
+        for (int j = 0; j < getFieldCount(); ++j) {
+            sb.append("f" + j + ":(" + getFieldStartOffset(tid, j) + ", " + getFieldEndOffset(tid, j) + ") ");
+            sb.append("{");
+            bbis.setByteBuffer(buffer, getTupleStartOffset(tid) + getFieldSlotsLength() + getFieldStartOffset(tid, j));
+            if (Arrays.binarySearch(recordFields, j) >= 0) {
+                sb.append("{a record field: only print using pointable:");
+                sb.append("tag->" + dis.readByte() + "}");
+            } else {
+                sb.append(recordDescriptor.getFields()[j].deserialize(dis));
+            }
+            sb.append("}");
+        }
+        sb.append("\n");
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppender.java
new file mode 100644
index 0000000..136e231
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppender.java
@@ -0,0 +1,273 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+public class FrameTupleAppender extends AbstractFrameAppender implements IFrameTupleAppender {
+
+    public FrameTupleAppender() {
+    }
+
+    public FrameTupleAppender(IFrame frame) throws HyracksDataException {
+        reset(frame, true);
+    }
+
+    public FrameTupleAppender(IFrame frame, boolean clear) throws HyracksDataException {
+        reset(frame, clear);
+    }
+
+    /**
+     * append fieldSlots and bytes to the current frame
+     */
+    @Override
+    public boolean append(int[] fieldSlots, byte[] bytes, int offset, int length) throws HyracksDataException {
+        if (canHoldNewTuple(fieldSlots.length, length)) {
+            for (int i = 0; i < fieldSlots.length; ++i) {
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + i * 4, fieldSlots[i]);
+            }
+            System.arraycopy(bytes, offset, array, tupleDataEndOffset + fieldSlots.length * 4, length);
+            tupleDataEndOffset += fieldSlots.length * 4 + length;
+            IntSerDeUtils.putInt(getBuffer().array(),
+                    FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1), tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(getBuffer().array(), FrameHelper.getTupleCountOffset(frame.getFrameSize()),
+                    tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean append(byte[] bytes, int offset, int length) throws HyracksDataException {
+        if (canHoldNewTuple(0, length)) {
+            System.arraycopy(bytes, offset, getBuffer().array(), tupleDataEndOffset, length);
+            tupleDataEndOffset += length;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean appendSkipEmptyField(int[] fieldSlots, byte[] bytes, int offset, int length)
+            throws HyracksDataException {
+        if (canHoldNewTuple(fieldSlots.length, length)) {
+            int effectiveSlots = 0;
+            for (int i = 0; i < fieldSlots.length; ++i) {
+                if (fieldSlots[i] > 0) {
+                    IntSerDeUtils.putInt(array, tupleDataEndOffset + i * 4, fieldSlots[i]);
+                    effectiveSlots++;
+                }
+            }
+            System.arraycopy(bytes, offset, array, tupleDataEndOffset + effectiveSlots * 4, length);
+            tupleDataEndOffset += effectiveSlots * 4 + length;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean append(IFrameTupleAccessor tupleAccessor, int tStartOffset, int tEndOffset)
+            throws HyracksDataException {
+        int length = tEndOffset - tStartOffset;
+        if (canHoldNewTuple(0, length)) {
+            ByteBuffer src = tupleAccessor.getBuffer();
+            System.arraycopy(src.array(), tStartOffset, array, tupleDataEndOffset, length);
+            tupleDataEndOffset += length;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException {
+        int tStartOffset = tupleAccessor.getTupleStartOffset(tIndex);
+        int tEndOffset = tupleAccessor.getTupleEndOffset(tIndex);
+        return append(tupleAccessor, tStartOffset, tEndOffset);
+    }
+
+    @Override
+    public boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int startOffset0 = accessor0.getTupleStartOffset(tIndex0);
+        int endOffset0 = accessor0.getTupleEndOffset(tIndex0);
+        int length0 = endOffset0 - startOffset0;
+
+        int startOffset1 = accessor1.getTupleStartOffset(tIndex1);
+        int endOffset1 = accessor1.getTupleEndOffset(tIndex1);
+        int length1 = endOffset1 - startOffset1;
+
+        if (canHoldNewTuple(0, length0 + length1)) {
+            ByteBuffer src0 = accessor0.getBuffer();
+            ByteBuffer src1 = accessor1.getBuffer();
+            int slotsLen0 = accessor0.getFieldSlotsLength();
+            int slotsLen1 = accessor1.getFieldSlotsLength();
+            int dataLen0 = length0 - slotsLen0;
+            int dataLen1 = length1 - slotsLen1;
+            // Copy slots from accessor0 verbatim
+            System.arraycopy(src0.array(), startOffset0, array, tupleDataEndOffset, slotsLen0);
+            // Copy slots from accessor1 with the following transformation: newSlotIdx = oldSlotIdx + dataLen0
+            for (int i = 0; i < slotsLen1 / 4; ++i) {
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + slotsLen0 + i * 4,
+                        src1.getInt(startOffset1 + i * 4) + dataLen0);
+            }
+            // Copy data0
+            System.arraycopy(src0.array(), startOffset0 + slotsLen0, array, tupleDataEndOffset + slotsLen0 + slotsLen1,
+                    dataLen0);
+            // Copy data1
+            System.arraycopy(src1.array(), startOffset1 + slotsLen1, array,
+                    tupleDataEndOffset + slotsLen0 + slotsLen1 + dataLen0, dataLen1);
+            tupleDataEndOffset += (length0 + length1);
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean appendConcat(IFrameTupleAccessor accessor0, int tIndex0, int[] fieldSlots1, byte[] bytes1,
+            int offset1, int dataLen1) throws HyracksDataException {
+        int startOffset0 = accessor0.getTupleStartOffset(tIndex0);
+        int endOffset0 = accessor0.getTupleEndOffset(tIndex0);
+        int length0 = endOffset0 - startOffset0;
+
+        int slotsLen1 = fieldSlots1.length * 4;
+        int length1 = slotsLen1 + dataLen1;
+
+        if (canHoldNewTuple(0, length0 + length1)) {
+            ByteBuffer src0 = accessor0.getBuffer();
+            int slotsLen0 = accessor0.getFieldSlotsLength();
+            int dataLen0 = length0 - slotsLen0;
+            // Copy slots from accessor0 verbatim
+            System.arraycopy(src0.array(), startOffset0, array, tupleDataEndOffset, slotsLen0);
+            // Copy fieldSlots1 with the following transformation: newSlotIdx = oldSlotIdx + dataLen0
+            for (int i = 0; i < fieldSlots1.length; ++i) {
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + slotsLen0 + i * 4, (fieldSlots1[i] + dataLen0));
+            }
+            // Copy data0
+            System.arraycopy(src0.array(), startOffset0 + slotsLen0, array, tupleDataEndOffset + slotsLen0 + slotsLen1,
+                    dataLen0);
+            // Copy bytes1
+            System.arraycopy(bytes1, offset1, array, tupleDataEndOffset + slotsLen0 + fieldSlots1.length * 4 + dataLen0,
+                    dataLen1);
+            tupleDataEndOffset += (length0 + length1);
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    public boolean appendConcat(int[] fieldSlots0, byte[] bytes0, int offset0, int dataLen0,
+            IFrameTupleAccessor accessor1, int tIndex1) throws HyracksDataException {
+        int slotsLen0 = fieldSlots0.length * 4;
+        int length0 = slotsLen0 + dataLen0;
+
+        int startOffset1 = accessor1.getTupleStartOffset(tIndex1);
+        int endOffset1 = accessor1.getTupleEndOffset(tIndex1);
+        int length1 = endOffset1 - startOffset1;
+
+        if (canHoldNewTuple(0, length0 + length1)) {
+            ByteBuffer src1 = accessor1.getBuffer();
+            int slotsLen1 = accessor1.getFieldSlotsLength();
+            int dataLen1 = length1 - slotsLen1;
+            // Copy fieldSlots0 verbatim
+            for (int i = 0; i < fieldSlots0.length; ++i) {
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + i * 4, fieldSlots0[i]);
+            }
+            // Copy slots from accessor1 with the following transformation: newSlotIdx = oldSlotIdx + dataLen0
+            for (int i = 0; i < slotsLen1 / 4; ++i) {
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + slotsLen0 + i * 4,
+                        src1.getInt(startOffset1 + i * 4) + dataLen0);
+            }
+            // Copy bytes0
+            System.arraycopy(bytes0, offset0, array, tupleDataEndOffset + slotsLen0 + slotsLen1, dataLen0);
+            // Copy data1
+            System.arraycopy(src1.array(), startOffset1 + slotsLen1, array,
+                    tupleDataEndOffset + slotsLen0 + slotsLen1 + dataLen0, dataLen1);
+            tupleDataEndOffset += (length0 + length1);
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public boolean appendProjection(IFrameTupleAccessor accessor, int tIndex, int[] fields)
+            throws HyracksDataException {
+        int fTargetSlotsLength = fields.length * 4;
+        int length = fTargetSlotsLength;
+        for (int i = 0; i < fields.length; ++i) {
+            length += (accessor.getFieldEndOffset(tIndex, fields[i]) - accessor.getFieldStartOffset(tIndex, fields[i]));
+        }
+
+        if (canHoldNewTuple(0, length)) {
+            int fSrcSlotsLength = accessor.getFieldSlotsLength();
+            int tStartOffset = accessor.getTupleStartOffset(tIndex);
+
+            int fStartOffset = 0;
+            int fEndOffset = 0;
+            for (int i = 0; i < fields.length; ++i) {
+                int fSrcStart = tStartOffset + fSrcSlotsLength + accessor.getFieldStartOffset(tIndex, fields[i]);
+                int fLen = accessor.getFieldEndOffset(tIndex, fields[i])
+                        - accessor.getFieldStartOffset(tIndex, fields[i]);
+                System.arraycopy(accessor.getBuffer().array(), fSrcStart, array,
+                        tupleDataEndOffset + fTargetSlotsLength + fStartOffset, fLen);
+                fEndOffset += fLen;
+                IntSerDeUtils.putInt(array, tupleDataEndOffset + i * 4, fEndOffset);
+                fStartOffset = fEndOffset;
+            }
+            tupleDataEndOffset += length;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1),
+                    tupleDataEndOffset);
+            ++tupleCount;
+            IntSerDeUtils.putInt(array, FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+            return true;
+        }
+        return false;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderAccessor.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderAccessor.java
new file mode 100644
index 0000000..0ced0fd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderAccessor.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.io.DataInputStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+public class FrameTupleAppenderAccessor extends FrameTupleAppender implements IFrameTupleAccessor {
+    private int tupleCountOffset;
+    private final RecordDescriptor recordDescriptor;
+
+    public FrameTupleAppenderAccessor(RecordDescriptor recordDescriptor) {
+        super();
+        this.recordDescriptor = recordDescriptor;
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        throw new IllegalAccessError("should not call this function");
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        int offset = tupleIndex == 0 ?
+                FrameConstants.TUPLE_START_OFFSET :
+                IntSerDeUtils.getInt(getBuffer().array(), tupleCountOffset - 4 * tupleIndex);
+        return offset;
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + getFieldSlotsLength() + getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return IntSerDeUtils.getInt(getBuffer().array(), tupleCountOffset - 4 * (tupleIndex + 1));
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return fIdx == 0 ? 0 : IntSerDeUtils.getInt(getBuffer().array(),
+                getTupleStartOffset(tupleIndex) + (fIdx - 1) * 4);
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return IntSerDeUtils.getInt(getBuffer().array(), getTupleStartOffset(tupleIndex) + fIdx * 4);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return getFieldEndOffset(tupleIndex, fIdx) - getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        return getTupleEndOffset(tupleIndex) - getTupleStartOffset(tupleIndex);
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return getFieldCount() * 4;
+    }
+
+    public void prettyPrint() {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        int tc = getTupleCount();
+        System.err.println("TC: " + tc);
+        for (int i = 0; i < tc; ++i) {
+            prettyPrint(i, bbis, dis);
+        }
+    }
+
+    protected void prettyPrint(int tid, ByteBufferInputStream bbis, DataInputStream dis) {
+        System.err.print("tid" + tid + ":(" + getTupleStartOffset(tid) + ", " + getTupleEndOffset(tid) + ")[");
+        for (int j = 0; j < getFieldCount(); ++j) {
+            System.err.print("f" + j + ":(" + getFieldStartOffset(tid, j) + ", " + getFieldEndOffset(tid, j) + ") ");
+            System.err.print("{");
+            bbis.setByteBuffer(getBuffer(),
+                    getTupleStartOffset(tid) + getFieldSlotsLength() + getFieldStartOffset(tid, j));
+            try {
+                System.err.print(recordDescriptor.getFields()[j].deserialize(dis));
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+            System.err.print("}");
+        }
+        System.err.println();
+    }
+
+    public void prettyPrint(int tid) {
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream dis = new DataInputStream(bbis);
+        prettyPrint(tid, bbis, dis);
+    }
+
+    @Override
+    public int getFieldCount() {
+        return recordDescriptor.getFieldCount();
+    }
+
+    @Override
+    public void reset(IFrame frame, boolean clear) throws HyracksDataException {
+        super.reset(frame, clear);
+        this.tupleCountOffset = FrameHelper.getTupleCountOffset(frame.getFrameSize());
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderWrapper.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderWrapper.java
new file mode 100644
index 0000000..77495dd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/FrameTupleAppenderWrapper.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+/**
+ * This class wraps the calls of FrameTupleAppender and
+ * allows user to not worry about flushing full frames.
+ * TODO(yingyib): cleanup existing usage of FrameTupleAppender.
+ *
+ * @author yingyib
+ */
+public class FrameTupleAppenderWrapper {
+    private final IFrameTupleAppender frameTupleAppender;
+    private final IFrameWriter outputWriter;
+
+    public FrameTupleAppenderWrapper(IFrameTupleAppender frameTupleAppender, IFrameWriter outputWriter) {
+        this.frameTupleAppender = frameTupleAppender;
+        this.outputWriter = outputWriter;
+    }
+
+    public void open() throws HyracksDataException {
+        outputWriter.open();
+    }
+
+    public void write() throws HyracksDataException {
+        frameTupleAppender.write(outputWriter, true);
+    }
+
+    public void flush() throws HyracksDataException {
+        frameTupleAppender.flush(outputWriter);
+    }
+
+    public void close() throws HyracksDataException {
+        outputWriter.close();
+    }
+
+    public void fail() throws HyracksDataException {
+        outputWriter.fail();
+    }
+
+    public void reset(IFrame buffer, boolean clear) throws HyracksDataException {
+        frameTupleAppender.reset(buffer, clear);
+    }
+
+    public void appendSkipEmptyField(int[] fieldSlots, byte[] bytes, int offset, int length)
+            throws HyracksDataException {
+        FrameUtils.appendSkipEmptyFieldToWriter(outputWriter, frameTupleAppender, fieldSlots, bytes, offset, length);
+    }
+
+    public void append(byte[] bytes, int offset, int length) throws HyracksDataException {
+        FrameUtils.appendToWriter(outputWriter, frameTupleAppender, bytes, offset, length);
+    }
+
+    public void append(IFrameTupleAccessor tupleAccessor, int tStartOffset, int tEndOffset)
+            throws HyracksDataException {
+        FrameUtils.appendToWriter(outputWriter, frameTupleAppender, tupleAccessor, tStartOffset, tEndOffset);
+    }
+
+    public void append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException {
+        FrameUtils.appendToWriter(outputWriter, frameTupleAppender, tupleAccessor, tIndex);
+    }
+
+    public void appendConcat(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        FrameUtils.appendConcatToWriter(outputWriter, frameTupleAppender, accessor0, tIndex0, accessor1, tIndex1);
+    }
+
+    public void appendConcat(IFrameTupleAccessor accessor0, int tIndex0, int[] fieldSlots1, byte[] bytes1, int offset1,
+            int dataLen1) throws HyracksDataException {
+        FrameUtils.appendConcatToWriter(outputWriter, frameTupleAppender, accessor0, tIndex0, fieldSlots1, bytes1,
+                offset1, dataLen1);
+    }
+
+    public void appendProjection(IFrameTupleAccessor accessor, int tIndex, int[] fields) throws HyracksDataException {
+        FrameUtils.appendProjectionToWriter(outputWriter, frameTupleAppender, accessor, tIndex, fields);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java
new file mode 100644
index 0000000..d05b3ed
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/ResultFrameTupleAccessor.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.io.DataInputStream;
+
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class ResultFrameTupleAccessor extends FrameTupleAccessor {
+
+    public ResultFrameTupleAccessor() {
+        super(null);
+    }
+
+    @Override
+    protected void prettyPrint(int tid, ByteBufferInputStream bbis, DataInputStream dis, StringBuilder sb) {
+        sb.append(tid + ":(" + getTupleStartOffset(tid) + ", " + getTupleEndOffset(tid) + ")[");
+
+        bbis.setByteBuffer(getBuffer(), getTupleStartOffset(tid));
+        sb.append(dis);
+
+        sb.append("]\n");
+    }
+
+    @Override
+    public int getFieldCount() {
+        return 1;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/SerializingDataWriter.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/SerializingDataWriter.java
new file mode 100644
index 0000000..365b01c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/io/SerializingDataWriter.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.io;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public class SerializingDataWriter implements IOpenableDataWriter<Object[]> {
+    private static final Logger LOGGER = Logger.getLogger(SerializingDataWriter.class.getName());
+
+    private final ArrayTupleBuilder tb;
+
+    private final RecordDescriptor recordDescriptor;
+
+    private final IFrameWriter frameWriter;
+
+    private final FrameTupleAppender tupleAppender;
+
+    private boolean open;
+
+    public SerializingDataWriter(IHyracksTaskContext ctx, RecordDescriptor recordDescriptor, IFrameWriter frameWriter)
+            throws HyracksDataException {
+        tb = new ArrayTupleBuilder(recordDescriptor.getFieldCount());
+        this.recordDescriptor = recordDescriptor;
+        this.frameWriter = frameWriter;
+        tupleAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+        open = false;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        frameWriter.open();
+        open = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            throw new HyracksDataException("Closing SerializingDataWriter that has not been opened");
+        }
+        tupleAppender.write(frameWriter, true);
+        frameWriter.close();
+        open = false;
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    public void writeData(Object[] data) throws HyracksDataException {
+        if (!open) {
+            throw new HyracksDataException("Writing to SerializingDataWriter that has not been opened");
+        }
+        tb.reset();
+        for (int i = 0; i < data.length; ++i) {
+            Object instance = data[i];
+            if (LOGGER.isLoggable(Level.FINEST)) {
+                LOGGER.finest(i + " " + instance);
+            }
+            tb.addField(recordDescriptor.getFields()[i], instance);
+        }
+        FrameUtils.appendToWriter(frameWriter, tupleAppender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                tb.getSize());
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        frameWriter.fail();
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        tupleAppender.flush(frameWriter);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/ByteBufferInputStream.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/ByteBufferInputStream.java
new file mode 100644
index 0000000..8741139
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/ByteBufferInputStream.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.util;
+
+import java.io.InputStream;
+import java.nio.ByteBuffer;
+
+public class ByteBufferInputStream extends InputStream {
+
+    private ByteBuffer buffer;
+
+    private int position;
+
+    public ByteBufferInputStream() {
+    }
+
+    public void setByteBuffer(ByteBuffer buffer, int position) {
+        this.buffer = buffer;
+        this.position = position;
+    }
+
+    @Override
+    public int read() {
+        int remaining = buffer.capacity() - position;
+        int value = remaining > 0 ? (buffer.array()[position++] & 0xff) : -1;
+        return value;
+    }
+
+    @Override
+    public int read(byte[] bytes, int offset, int length) {
+        int remaining = buffer.capacity() - position;
+        if (remaining == 0) {
+            return -1;
+        }
+        int l = Math.min(length, remaining);
+        System.arraycopy(buffer.array(), position, bytes, offset, l);
+        position += l;
+        return l;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java
new file mode 100644
index 0000000..063afe7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/comm/util/FrameUtils.java
@@ -0,0 +1,287 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.comm.util;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameFieldAppender;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FrameUtils {
+
+    public static void copyWholeFrame(ByteBuffer srcFrame, ByteBuffer destFrame) {
+        srcFrame.clear();
+        destFrame.clear();
+        destFrame.put(srcFrame);
+    }
+
+    public static void copyAndFlip(ByteBuffer srcFrame, ByteBuffer destFrame) {
+        srcFrame.position(0);
+        destFrame.clear();
+        destFrame.put(srcFrame);
+        destFrame.flip();
+    }
+
+    public static void flushFrame(ByteBuffer buffer, IFrameWriter writer) throws HyracksDataException {
+        writer.nextFrame(buffer);
+        buffer.clear();
+    }
+
+    /**
+     * A util function to append the data to appender. If the appender buffer is full, it will directly flush
+     * to the given writer, which saves the detecting logic in the caller.
+     * It will return the bytes that have been flushed.
+     *
+     * @param writer
+     * @param frameTupleAppender
+     * @param fieldSlots
+     * @param bytes
+     * @param offset
+     * @param length
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendSkipEmptyFieldToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            int[] fieldSlots, byte[] bytes, int offset, int length) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.appendSkipEmptyField(fieldSlots, bytes, offset, length)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.appendSkipEmptyField(fieldSlots, bytes, offset, length)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * A util function to append the data to appender. If the appender buffer is full, it will directly flush
+     * to the given writer, which saves the detecting logic in the caller.
+     * It will return the bytes that have been flushed.
+     *
+     * @param writer
+     * @param frameTupleAppender
+     * @param bytes
+     * @param offset
+     * @param length
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender, byte[] bytes,
+            int offset, int length) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.append(bytes, offset, length)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.append(bytes, offset, length)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param frameTupleAppender
+     * @param tupleAccessor
+     * @param tStartOffset
+     * @param tEndOffset
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            IFrameTupleAccessor tupleAccessor, int tStartOffset, int tEndOffset)
+            throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.append(tupleAccessor, tStartOffset, tEndOffset)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.append(tupleAccessor, tStartOffset, tEndOffset)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param frameTupleAppender
+     * @param tupleAccessor
+     * @param tIndex
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.append(tupleAccessor, tIndex)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.append(tupleAccessor, tIndex)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param tupleAppender
+     * @param fieldEndOffsets
+     * @param byteArray
+     * @param start
+     * @param size
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendToWriter(IFrameWriter writer, IFrameTupleAppender tupleAppender,
+            int[] fieldEndOffsets, byte[] byteArray, int start, int size) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!tupleAppender.append(fieldEndOffsets, byteArray, start, size)) {
+
+            flushedBytes = tupleAppender.getBuffer().capacity();
+            tupleAppender.write(writer, true);
+
+            if (!tupleAppender.append(fieldEndOffsets, byteArray, start, size)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param frameTupleAppender
+     * @param accessor0
+     * @param tIndex0
+     * @param accessor1
+     * @param tIndex1
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendConcatToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.appendConcat(accessor0, tIndex0, accessor1, tIndex1)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.appendConcat(accessor0, tIndex0, accessor1, tIndex1)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param frameTupleAppender
+     * @param accessor0
+     * @param tIndex0
+     * @param fieldSlots1
+     * @param bytes1
+     * @param offset1
+     * @param dataLen1
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendConcatToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            IFrameTupleAccessor accessor0, int tIndex0, int[] fieldSlots1, byte[] bytes1, int offset1,
+            int dataLen1) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.appendConcat(accessor0, tIndex0, fieldSlots1, bytes1, offset1, dataLen1)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.appendConcat(accessor0, tIndex0, fieldSlots1, bytes1, offset1, dataLen1)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param frameTupleAppender
+     * @param accessor
+     * @param tIndex
+     * @param fields
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendProjectionToWriter(IFrameWriter writer, IFrameTupleAppender frameTupleAppender,
+            IFrameTupleAccessor accessor, int tIndex, int[] fields) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!frameTupleAppender.appendProjection(accessor, tIndex, fields)) {
+            flushedBytes = frameTupleAppender.getBuffer().capacity();
+            frameTupleAppender.write(writer, true);
+            if (!frameTupleAppender.appendProjection(accessor, tIndex, fields)) {
+                throw new HyracksDataException("The output cannot be fit into a frame.");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param appender
+     * @param array
+     * @param start
+     * @param length
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendFieldToWriter(IFrameWriter writer, IFrameFieldAppender appender, byte[] array,
+            int start, int length) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!appender.appendField(array, start, length)) {
+            flushedBytes = appender.getBuffer().capacity();
+            appender.write(writer, true);
+            if (!appender.appendField(array, start, length)) {
+                throw new HyracksDataException("Could not write frame: the size of the tuple is too long");
+            }
+        }
+        return flushedBytes;
+    }
+
+    /**
+     * @param writer
+     * @param appender
+     * @param accessor
+     * @param tid
+     * @param fid
+     * @return the number of bytes that have been flushed, 0 if not get flushed.
+     * @throws HyracksDataException
+     */
+    public static int appendFieldToWriter(IFrameWriter writer, IFrameFieldAppender appender,
+            IFrameTupleAccessor accessor, int tid, int fid) throws HyracksDataException {
+        int flushedBytes = 0;
+        if (!appender.appendField(accessor, tid, fid)) {
+            flushedBytes = appender.getBuffer().capacity();
+            appender.write(writer, true);
+            if (!appender.appendField(accessor, tid, fid)) {
+                throw new HyracksDataException("Could not write frame: the size of the tuple is too long");
+            }
+        }
+        return flushedBytes;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleFieldValueReference.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleFieldValueReference.java
new file mode 100644
index 0000000..9a0ba7a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleFieldValueReference.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.accessors;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.data.std.api.IValueReference;
+
+public class FrameTupleFieldValueReference implements IValueReference {
+    private IFrameTupleAccessor fta;
+    private int tupleIndex;
+    private int fieldIndex;
+
+    public FrameTupleFieldValueReference() {
+    }
+
+    public void reset(IFrameTupleAccessor fta, int tupleIndex, int fieldIndex) {
+        this.fta = fta;
+        this.tupleIndex = tupleIndex;
+        this.fieldIndex = fieldIndex;
+    }
+
+    @Override
+    public byte[] getByteArray() {
+        return fta.getBuffer().array();
+    }
+
+    @Override
+    public int getStartOffset() {
+        return fta.getFieldStartOffset(tupleIndex, fieldIndex);
+    }
+
+    @Override
+    public int getLength() {
+        return fta.getFieldLength(tupleIndex, fieldIndex);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleReference.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleReference.java
new file mode 100644
index 0000000..e810e66
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/FrameTupleReference.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.accessors;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+
+public class FrameTupleReference implements IFrameTupleReference {
+    protected IFrameTupleAccessor fta;
+    protected int tIndex;
+
+    public void reset(IFrameTupleAccessor fta, int tIndex) {
+        this.fta = fta;
+        this.tIndex = tIndex;
+    }
+
+    @Override
+    public IFrameTupleAccessor getFrameTupleAccessor() {
+        return fta;
+    }
+
+    @Override
+    public int getTupleIndex() {
+        return tIndex;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fta.getFieldCount();
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return fta.getBuffer().array();
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return fta.getTupleStartOffset(tIndex) + fta.getFieldSlotsLength() + fta.getFieldStartOffset(tIndex, fIdx);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return fta.getFieldLength(tIndex, fIdx);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/IFrameTupleReference.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/IFrameTupleReference.java
new file mode 100644
index 0000000..18eb2e7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/IFrameTupleReference.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.accessors;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+
+public interface IFrameTupleReference extends ITupleReference {
+    public IFrameTupleAccessor getFrameTupleAccessor();
+
+    public int getTupleIndex();
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/ITupleReference.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/ITupleReference.java
new file mode 100644
index 0000000..e8d02a1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/accessors/ITupleReference.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.accessors;
+
+public interface ITupleReference {
+    public int getFieldCount();
+
+    public byte[] getFieldData(int fIdx);
+
+    public int getFieldStart(int fIdx);
+
+    public int getFieldLength(int fIdx);
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/BooleanSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/BooleanSerializerDeserializer.java
new file mode 100644
index 0000000..a69cb01
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/BooleanSerializerDeserializer.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class BooleanSerializerDeserializer implements ISerializerDeserializer<Boolean> {
+    private static final long serialVersionUID = 1L;
+
+    public static final BooleanSerializerDeserializer INSTANCE = new BooleanSerializerDeserializer();
+
+    private BooleanSerializerDeserializer() {
+    }
+
+    @Override
+    public Boolean deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readBoolean();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Boolean instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeBoolean(instance.booleanValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializer.java
new file mode 100644
index 0000000..7b4f7b6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializer.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class ByteArraySerializerDeserializer implements ISerializerDeserializer<byte[]> {
+
+    private static final long serialVersionUID = 1L;
+    public static ByteArraySerializerDeserializer INSTANCE = new ByteArraySerializerDeserializer();
+
+    private ByteArraySerializerDeserializer() {
+    }
+
+    /**
+     * Return a pure byte array which doesn't have the length encoding prefix
+     *
+     * @param in
+     *            - Stream to read instance from.
+     * @return
+     * @throws HyracksDataException
+     */
+    @Override
+    public byte[] deserialize(DataInput in) throws HyracksDataException {
+        try {
+            int contentLength = VarLenIntEncoderDecoder.decode(in);
+            byte[] bytes = new byte[contentLength];
+            in.readFully(bytes, 0, contentLength);
+            return bytes;
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * a pure content only byte array which doesn't have the encoded length at the beginning.
+     * will write the entire array into the out
+     */
+    @Override
+    public void serialize(byte[] instance, DataOutput out) throws HyracksDataException {
+        try {
+            byte[] metaBuffer = new byte[5];
+            int metaLength = VarLenIntEncoderDecoder.encode(instance.length, metaBuffer, 0);
+            out.write(metaBuffer, 0, metaLength);
+            out.write(instance);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public void serialize(ByteArrayPointable byteArrayPtr, DataOutput out) throws HyracksDataException {
+        try {
+            out.write(byteArrayPtr.getByteArray(), byteArrayPtr.getStartOffset(), byteArrayPtr.getLength());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    // A pure byte array, which doesn't have the length information encoded at the beginning
+    public void serialize(byte[] instance, int start, int length, DataOutput out) throws HyracksDataException {
+        byte[] metaBuffer = new byte[5];
+        int metaLength = VarLenIntEncoderDecoder.encode(length, metaBuffer, 0);
+        try {
+            out.write(metaBuffer, 0, metaLength);
+            out.write(instance, start, length);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/DoubleSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/DoubleSerializerDeserializer.java
new file mode 100644
index 0000000..c586119
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/DoubleSerializerDeserializer.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DoubleSerializerDeserializer implements ISerializerDeserializer<Double> {
+    private static final long serialVersionUID = 1L;
+
+    public static final DoubleSerializerDeserializer INSTANCE = new DoubleSerializerDeserializer();
+
+    private DoubleSerializerDeserializer() {
+    }
+
+    @Override
+    public Double deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readDouble();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Double instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeDouble(instance.doubleValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/FloatSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/FloatSerializerDeserializer.java
new file mode 100644
index 0000000..9e6edc0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/FloatSerializerDeserializer.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FloatSerializerDeserializer implements ISerializerDeserializer<Float> {
+    private static final long serialVersionUID = 1L;
+
+    public static final FloatSerializerDeserializer INSTANCE = new FloatSerializerDeserializer();
+
+    private FloatSerializerDeserializer() {
+    }
+
+    @Override
+    public Float deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readFloat();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Float instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeFloat(instance.floatValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntArraySerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntArraySerializerDeserializer.java
new file mode 100644
index 0000000..3507bca
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntArraySerializerDeserializer.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntArraySerializerDeserializer implements ISerializerDeserializer<int[]> {
+    private static final long serialVersionUID = 1L;
+
+    public static final IntArraySerializerDeserializer INSTANCE = new IntArraySerializerDeserializer();
+
+    private IntArraySerializerDeserializer() {
+    }
+
+    @Override
+    public int[] deserialize(DataInput in) throws HyracksDataException {
+        try {
+            int len = in.readInt();
+            int[] array = new int[len];
+            for (int i = 0; i < array.length; ++i) {
+                array[i] = in.readInt();
+            }
+            return array;
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(int[] instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeInt(instance.length);
+            for (int i = 0; i < instance.length; ++i) {
+                out.writeInt(instance[i]);
+            }
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/Integer64SerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/Integer64SerializerDeserializer.java
new file mode 100644
index 0000000..da5e99b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/Integer64SerializerDeserializer.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class Integer64SerializerDeserializer implements ISerializerDeserializer<Long> {
+
+    private static final long serialVersionUID = 1L;
+
+    public static final Integer64SerializerDeserializer INSTANCE = new Integer64SerializerDeserializer();
+
+    private Integer64SerializerDeserializer() {
+    }
+
+    @Override
+    public Long deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readLong();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Long instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeLong(instance.longValue());
+        } catch (IOException ioe) {
+            throw new HyracksDataException(ioe);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntegerSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntegerSerializerDeserializer.java
new file mode 100644
index 0000000..9faddbe
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/IntegerSerializerDeserializer.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntegerSerializerDeserializer implements ISerializerDeserializer<Integer> {
+    private static final long serialVersionUID = 1L;
+
+    public static final IntegerSerializerDeserializer INSTANCE = new IntegerSerializerDeserializer();
+
+    private IntegerSerializerDeserializer() {
+    }
+
+    @Override
+    public Integer deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readInt();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Integer instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeInt(instance.intValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java
new file mode 100644
index 0000000..69799a9
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/ShortSerializerDeserializer.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ShortSerializerDeserializer implements ISerializerDeserializer<Short> {
+    private static final long serialVersionUID = 1L;
+
+    public static final ShortSerializerDeserializer INSTANCE = new ShortSerializerDeserializer();
+
+    private ShortSerializerDeserializer() {
+    }
+
+    @Override
+    public Short deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return in.readShort();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(Short instance, DataOutput out) throws HyracksDataException {
+        try {
+            out.writeShort(instance.intValue());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/UTF8StringSerializerDeserializer.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/UTF8StringSerializerDeserializer.java
new file mode 100644
index 0000000..8dccf70
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/marshalling/UTF8StringSerializerDeserializer.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.string.UTF8StringReader;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.apache.hyracks.util.string.UTF8StringWriter;
+
+public class UTF8StringSerializerDeserializer implements ISerializerDeserializer<String> {
+
+    private static final long serialVersionUID = 1L;
+    private final UTF8StringWriter utf8StringWriter;
+    private final UTF8StringReader utf8StringReader;
+
+    public UTF8StringSerializerDeserializer() {
+        this.utf8StringWriter = null;
+        this.utf8StringReader = null;
+    }
+
+    public UTF8StringSerializerDeserializer(UTF8StringWriter utf8StringWriter, UTF8StringReader utf8StringReader) {
+        this.utf8StringWriter = utf8StringWriter;
+        this.utf8StringReader = utf8StringReader;
+    }
+
+    @Override
+    public String deserialize(DataInput in) throws HyracksDataException {
+        try {
+            return UTF8StringUtil.readUTF8(in, utf8StringReader);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void serialize(String instance, DataOutput out) throws HyracksDataException {
+        try {
+            UTF8StringUtil.writeUTF8(instance, out, utf8StringWriter);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..3d081af
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+
+public class ByteArrayNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+    public static ByteArrayNormalizedKeyComputerFactory INSTANCE = new ByteArrayNormalizedKeyComputerFactory();
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                return ByteArrayPointable.normalize(bytes, start);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/DoubleNormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/DoubleNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..353793b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/DoubleNormalizedKeyComputerFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+
+public class DoubleNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int prefix = IntegerPointable.getInteger(bytes, start);
+                if (prefix >= 0) {
+                    return prefix ^ Integer.MIN_VALUE;
+                } else {
+                    return (int) ((long) 0xffffffff - (long) prefix);
+                }
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/FloatNormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/FloatNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..eb571a5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/FloatNormalizedKeyComputerFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+
+public class FloatNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int prefix = IntegerPointable.getInteger(bytes, start);
+                if (prefix >= 0) {
+                    return prefix ^ Integer.MIN_VALUE;
+                } else {
+                    return (int) ((long) 0xffffffff - (long) prefix);
+                }
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/Integer64NormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/Integer64NormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..fa74665
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/Integer64NormalizedKeyComputerFactory.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.data.std.primitive.LongPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.Integer64SerializerDeserializer;
+
+public class Integer64NormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+
+    private static final long serialVersionUID = 8735044913496854551L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            private static final int POSTIVE_LONG_MASK = (3 << 30);
+            private static final int NON_NEGATIVE_INT_MASK = (2 << 30);
+            private static final int NEGATIVE_LONG_MASK = (0 << 30);
+
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                long value = LongPointable.getLong(bytes, start);
+                int highValue = (int) (value >> 32);
+                if (value > Integer.MAX_VALUE) {
+                    /**
+                     * larger than Integer.MAX
+                     */
+                    int highNmk = getKey(highValue);
+                    highNmk >>= 2;
+                    highNmk |= POSTIVE_LONG_MASK;
+                    return highNmk;
+                } else if (value >=0 && value <= Integer.MAX_VALUE) {
+                    /**
+                     * smaller than Integer.MAX but >=0
+                     */
+                    int lowNmk = (int) value;
+                    lowNmk >>= 2;
+                    lowNmk |= NON_NEGATIVE_INT_MASK;
+                    return lowNmk;
+                } else {
+                    /**
+                     * less than 0: have not optimized for that
+                     */
+                    int highNmk = getKey(highValue);
+                    highNmk >>= 2;
+                    highNmk |= NEGATIVE_LONG_MASK;
+                    return highNmk;
+                }
+            }
+
+            private int getKey(int value) {
+                return value ^ Integer.MIN_VALUE;
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/IntegerNormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/IntegerNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..5cfef28
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/IntegerNormalizedKeyComputerFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+
+public class IntegerNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                int value = IntegerPointable.getInteger(bytes, start);
+                return value ^Integer.MIN_VALUE;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/UTF8StringNormalizedKeyComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/UTF8StringNormalizedKeyComputerFactory.java
new file mode 100644
index 0000000..589ae68
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/normalizers/UTF8StringNormalizedKeyComputerFactory.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class UTF8StringNormalizedKeyComputerFactory implements INormalizedKeyComputerFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public INormalizedKeyComputer createNormalizedKeyComputer() {
+        return new INormalizedKeyComputer() {
+            @Override
+            public int normalize(byte[] bytes, int start, int length) {
+                return UTF8StringUtil.normalize(bytes, start);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactory.java
new file mode 100644
index 0000000..91fb2eb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactory.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.marshalling.ByteArraySerializerDeserializer;
+import org.apache.hyracks.util.bytes.Base64Parser;
+
+public class ByteArrayBase64ParserFactory implements IValueParserFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static final ByteArrayBase64ParserFactory INSTANCE = new ByteArrayBase64ParserFactory();
+
+    private ByteArrayBase64ParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            Base64Parser parser = new Base64Parser();
+            ByteArraySerializerDeserializer serializer = ByteArraySerializerDeserializer.INSTANCE;
+
+            @Override
+            public void parse(char[] input, int start, int length, DataOutput out) throws HyracksDataException {
+
+                parser.generatePureByteArrayFromBase64String(input, start, length);
+                try {
+                    serializer.serialize(parser.getByteArray(), 0, parser.getLength(), out);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactory.java
new file mode 100644
index 0000000..289dc6d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactory.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.marshalling.ByteArraySerializerDeserializer;
+import org.apache.hyracks.util.bytes.HexParser;
+
+public class ByteArrayHexParserFactory implements IValueParserFactory {
+    private static final long serialVersionUID = 1L;
+    public static ByteArrayHexParserFactory INSTANCE = new ByteArrayHexParserFactory();
+
+    private ByteArrayHexParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            HexParser parser = new HexParser();
+            ByteArraySerializerDeserializer serializer = ByteArraySerializerDeserializer.INSTANCE;
+
+            @Override
+            public void parse(char[] input, int start, int length, DataOutput out) throws HyracksDataException {
+                try {
+                    parser.generateByteArrayFromHexString(input, start, length);
+                    serializer.serialize(parser.getByteArray(), 0, parser.getLength(), out);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/DoubleParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/DoubleParserFactory.java
new file mode 100644
index 0000000..4df70f4
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/DoubleParserFactory.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DoubleParserFactory implements IValueParserFactory {
+    public static final IValueParserFactory INSTANCE = new DoubleParserFactory();
+
+    private static final long serialVersionUID = 1L;
+
+    private DoubleParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            @Override
+            public void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+                String s = String.valueOf(buffer, start, length);
+                try {
+                    out.writeDouble(Double.parseDouble(s));
+                } catch (NumberFormatException e) {
+                    throw new HyracksDataException(e);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/FloatParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/FloatParserFactory.java
new file mode 100644
index 0000000..08d5722
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/FloatParserFactory.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FloatParserFactory implements IValueParserFactory {
+    public static final IValueParserFactory INSTANCE = new FloatParserFactory();
+
+    private static final long serialVersionUID = 1L;
+
+    private FloatParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            @Override
+            public void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+                String s = String.valueOf(buffer, start, length);
+                try {
+                    out.writeFloat(Float.parseFloat(s));
+                } catch (NumberFormatException e) {
+                    throw new HyracksDataException(e);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParser.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParser.java
new file mode 100644
index 0000000..0fcfa90
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParser.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IValueParser {
+    void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParserFactory.java
new file mode 100644
index 0000000..0e4d139
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IValueParserFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.Serializable;
+
+public interface IValueParserFactory extends Serializable {
+    public IValueParser createValueParser();
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IntegerParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IntegerParserFactory.java
new file mode 100644
index 0000000..cfbeb74
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/IntegerParserFactory.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class IntegerParserFactory implements IValueParserFactory {
+    public static final IValueParserFactory INSTANCE = new IntegerParserFactory();
+
+    private static final long serialVersionUID = 1L;
+
+    private IntegerParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            @Override
+            public void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+                int n = 0;
+                int sign = 1;
+                int i = 0;
+                boolean pre = true;
+                for (; pre && i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case ' ':
+                        case '\t':
+                        case '\n':
+                        case '\r':
+                        case '\f':
+                            break;
+
+                        case '-':
+                            sign = -1;
+                            pre = false;
+                            break;
+
+                        case '0':
+                        case '1':
+                        case '2':
+                        case '3':
+                        case '4':
+                        case '5':
+                        case '6':
+                        case '7':
+                        case '8':
+                        case '9':
+                            pre = false;
+                            n = n * 10 + (ch - '0');
+                            break;
+
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException(
+                                    "Integer Parser - a digit is expected. But, encountered this character: " + ch
+                                            + " in the incoming input: " + errorString);
+                    }
+                }
+                boolean post = false;
+                for (; !post && i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case '0':
+                        case '1':
+                        case '2':
+                        case '3':
+                        case '4':
+                        case '5':
+                        case '6':
+                        case '7':
+                        case '8':
+                        case '9':
+                            n = n * 10 + (ch - '0');
+                            break;
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException(
+                                    "Integer Parser - a digit is expected. But, encountered this character: " + ch
+                                            + " in the incoming input: " + errorString);
+                    }
+                }
+
+                for (; i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case ' ':
+                        case '\t':
+                        case '\n':
+                        case '\r':
+                        case '\f':
+                            break;
+
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException("Integer Parser - a whitespace, tab, new line, or "
+                                    + "form-feed expected. But, encountered this character: " + ch
+                                    + " in the incoming input: " + errorString);
+                    }
+                }
+
+                try {
+                    out.writeInt(n * sign);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/LongParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/LongParserFactory.java
new file mode 100644
index 0000000..279cd69
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/LongParserFactory.java
@@ -0,0 +1,130 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class LongParserFactory implements IValueParserFactory {
+    public static final IValueParserFactory INSTANCE = new LongParserFactory();
+
+    private static final long serialVersionUID = 1L;
+
+    private LongParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            @Override
+            public void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+                long n = 0;
+                int sign = 1;
+                int i = 0;
+                boolean pre = true;
+                for (; pre && i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case ' ':
+                        case '\t':
+                        case '\n':
+                        case '\r':
+                        case '\f':
+                            break;
+
+                        case '-':
+                            sign = -1;
+                            pre = false;
+                            break;
+
+                        case '0':
+                        case '1':
+                        case '2':
+                        case '3':
+                        case '4':
+                        case '5':
+                        case '6':
+                        case '7':
+                        case '8':
+                        case '9':
+                            pre = false;
+                            n = n * 10 + (ch - '0');
+                            break;
+
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException(
+                                    "Long Parser - a digit is expected. But, encountered this character: " + ch
+                                            + " in the incoming input: " + errorString);
+                    }
+                }
+                boolean post = false;
+                for (; !post && i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case '0':
+                        case '1':
+                        case '2':
+                        case '3':
+                        case '4':
+                        case '5':
+                        case '6':
+                        case '7':
+                        case '8':
+                        case '9':
+                            n = n * 10 + (ch - '0');
+                            break;
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException(
+                                    "Long Parser - a digit is expected. But, encountered this character: " + ch
+                                            + " in the incoming input: " + errorString);
+                    }
+                }
+
+                for (; i < length; ++i) {
+                    char ch = buffer[i + start];
+                    switch (ch) {
+                        case ' ':
+                        case '\t':
+                        case '\n':
+                        case '\r':
+                        case '\f':
+                            break;
+
+                        default:
+                            String errorString = new String(buffer, i + start, length - i);
+                            throw new HyracksDataException(
+                                    "Long Parser - a whitespace, tab, new line, or form-feed expected. "
+                                            + "But, encountered this character: " + ch + " in the incoming input: "
+                                            + errorString);
+                    }
+                }
+
+                try {
+                    out.writeLong(n * sign);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/UTF8StringParserFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/UTF8StringParserFactory.java
new file mode 100644
index 0000000..a71da4c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/parsers/UTF8StringParserFactory.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.string.UTF8StringWriter;
+
+public class UTF8StringParserFactory implements IValueParserFactory {
+    public static final IValueParserFactory INSTANCE = new UTF8StringParserFactory();
+
+    private static final long serialVersionUID = 1L;
+
+    private UTF8StringParserFactory() {
+    }
+
+    @Override
+    public IValueParser createValueParser() {
+        return new IValueParser() {
+            private UTF8StringWriter writer = new UTF8StringWriter();
+
+            @Override
+            public void parse(char[] buffer, int start, int length, DataOutput out) throws HyracksDataException {
+                try {
+                    writer.writeUTF8(buffer, start, length, out);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFactory.java
new file mode 100644
index 0000000..ee5a041
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFactory.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FieldHashPartitionComputerFactory implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+    private final int[] hashFields;
+    private final IBinaryHashFunctionFactory[] hashFunctionFactories;
+
+    public FieldHashPartitionComputerFactory(int[] hashFields, IBinaryHashFunctionFactory[] hashFunctionFactories) {
+        this.hashFields = hashFields;
+        this.hashFunctionFactories = hashFunctionFactories;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        final IBinaryHashFunction[] hashFunctions = new IBinaryHashFunction[hashFunctionFactories.length];
+        for (int i = 0; i < hashFunctionFactories.length; ++i) {
+            hashFunctions[i] = hashFunctionFactories[i].createBinaryHashFunction();
+        }
+        return new ITuplePartitionComputer() {
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                if (nParts == 1) {
+                    return 0;
+                }
+                int h = 0;
+                int startOffset = accessor.getTupleStartOffset(tIndex);
+                int slotLength = accessor.getFieldSlotsLength();
+                for (int j = 0; j < hashFields.length; ++j) {
+                    int fIdx = hashFields[j];
+                    IBinaryHashFunction hashFn = hashFunctions[j];
+                    int fStart = accessor.getFieldStartOffset(tIndex, fIdx);
+                    int fEnd = accessor.getFieldEndOffset(tIndex, fIdx);
+                    int fh = hashFn
+                            .hash(accessor.getBuffer().array(), startOffset + slotLength + fStart, fEnd - fStart);
+                    h = h * 31 + fh;
+                }
+                if (h < 0) {
+                    h = -(h + 1);
+                }
+                return h % nParts;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java
new file mode 100644
index 0000000..458171c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/FieldHashPartitionComputerFamily.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFamily;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FieldHashPartitionComputerFamily implements ITuplePartitionComputerFamily {
+    private static final long serialVersionUID = 1L;
+    private final int[] hashFields;
+    private final IBinaryHashFunctionFamily[] hashFunctionGeneratorFactories;
+
+    public FieldHashPartitionComputerFamily(int[] hashFields, IBinaryHashFunctionFamily[] hashFunctionGeneratorFactories) {
+        this.hashFields = hashFields;
+        this.hashFunctionGeneratorFactories = hashFunctionGeneratorFactories;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner(int seed) {
+        final IBinaryHashFunction[] hashFunctions = new IBinaryHashFunction[hashFunctionGeneratorFactories.length];
+        for (int i = 0; i < hashFunctionGeneratorFactories.length; ++i) {
+            hashFunctions[i] = hashFunctionGeneratorFactories[i].createBinaryHashFunction(seed);
+        }
+        return new ITuplePartitionComputer() {
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                int h = 0;
+                int startOffset = accessor.getTupleStartOffset(tIndex);
+                int slotLength = accessor.getFieldSlotsLength();
+                for (int j = 0; j < hashFields.length; ++j) {
+                    int fIdx = hashFields[j];
+                    IBinaryHashFunction hashFn = hashFunctions[j];
+                    int fStart = accessor.getFieldStartOffset(tIndex, fIdx);
+                    int fEnd = accessor.getFieldEndOffset(tIndex, fIdx);
+                    int fh = hashFn
+                            .hash(accessor.getBuffer().array(), startOffset + slotLength + fStart, fEnd - fStart);
+                    h += fh;
+                }
+                if (h < 0) {
+                    h = -(h + 1);
+                }
+                return h % nParts;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RandomPartitionComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RandomPartitionComputerFactory.java
new file mode 100644
index 0000000..e034af0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RandomPartitionComputerFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class RandomPartitionComputerFactory implements ITuplePartitionComputerFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        return new ITuplePartitionComputer() {
+
+            private final Random random = new Random();
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                return random.nextInt(nParts);
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFactory.java
new file mode 100644
index 0000000..9cb11fa
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFactory.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class RepartitionComputerFactory implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+
+    private int factor;
+    private ITuplePartitionComputerFactory delegateFactory;
+
+    public RepartitionComputerFactory(int factor, ITuplePartitionComputerFactory delegate) {
+        this.factor = factor;
+        this.delegateFactory = delegate;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        return new ITuplePartitionComputer() {
+            private ITuplePartitionComputer delegate = delegateFactory.createPartitioner();
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                return delegate.partition(accessor, tIndex, factor * nParts) / factor;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFamily.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFamily.java
new file mode 100644
index 0000000..4ad6e5f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/RepartitionComputerFamily.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFamily;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class RepartitionComputerFamily implements ITuplePartitionComputerFamily {
+
+    private static final long serialVersionUID = 1L;
+
+    private int factor;
+    private ITuplePartitionComputerFamily delegateFactory;
+
+    public RepartitionComputerFamily(int factor, ITuplePartitionComputerFamily delegate) {
+        this.factor = factor;
+        this.delegateFactory = delegate;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner(int seed) {
+        final int s = seed;
+        return new ITuplePartitionComputer() {
+            private ITuplePartitionComputer delegate = delegateFactory.createPartitioner(s);
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                return delegate.partition(accessor, tIndex, factor * nParts) / factor;
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/FieldRangePartitionComputerFactory.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/FieldRangePartitionComputerFactory.java
new file mode 100644
index 0000000..f4da9bf
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/FieldRangePartitionComputerFactory.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition.range;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class FieldRangePartitionComputerFactory implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+    private final int[] rangeFields;
+    private IRangeMap rangeMap;
+    private IBinaryComparatorFactory[] comparatorFactories;
+
+    public FieldRangePartitionComputerFactory(int[] rangeFields, IBinaryComparatorFactory[] comparatorFactories,
+            IRangeMap rangeMap) {
+        this.rangeFields = rangeFields;
+        this.comparatorFactories = comparatorFactories;
+        this.rangeMap = rangeMap;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        return new ITuplePartitionComputer() {
+            @Override
+            /**
+             * Determine the range partition.
+             */
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                if (nParts == 1) {
+                    return 0;
+                }
+                int slotIndex = getRangePartition(accessor, tIndex);
+                // Map range partition to node partitions.
+                double rangesPerPart = 1;
+                if (rangeMap.getSplitCount() + 1 > nParts) {
+                    rangesPerPart = ((double) rangeMap.getSplitCount() + 1) / nParts;
+                }
+                return (int) Math.floor(slotIndex / rangesPerPart);
+            }
+
+            /*
+             * Determine the range partition.
+             */
+            public int getRangePartition(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException {
+                int slotIndex = 0;
+                for (int i = 0; i < rangeMap.getSplitCount(); ++i) {
+                    int c = compareSlotAndFields(accessor, tIndex, i);
+                    if (c < 0) {
+                        return slotIndex;
+                    }
+                    slotIndex++;
+                }
+                return slotIndex;
+            }
+
+            public int compareSlotAndFields(IFrameTupleAccessor accessor, int tIndex, int fieldIndex)
+                    throws HyracksDataException {
+                int c = 0;
+                int startOffset = accessor.getTupleStartOffset(tIndex);
+                int slotLength = accessor.getFieldSlotsLength();
+                for (int f = 0; f < comparators.length; ++f) {
+                    int fIdx = rangeFields[f];
+                    int fStart = accessor.getFieldStartOffset(tIndex, fIdx);
+                    int fEnd = accessor.getFieldEndOffset(tIndex, fIdx);
+                    c = comparators[f].compare(accessor.getBuffer().array(), startOffset + slotLength + fStart, fEnd
+                            - fStart, rangeMap.getByteArray(fieldIndex, f), rangeMap.getStartOffset(fieldIndex, f),
+                            rangeMap.getLength(fieldIndex, f));
+                    if (c != 0) {
+                        return c;
+                    }
+                }
+                return c;
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/IRangeMap.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/IRangeMap.java
new file mode 100644
index 0000000..5c5f34b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/IRangeMap.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition.range;
+
+import org.apache.hyracks.data.std.api.IPointable;
+
+public interface IRangeMap {
+    public IPointable getFieldSplit(int columnIndex, int splitIndex);
+
+    public int getSplitCount();
+
+    public byte[] getByteArray(int columnIndex, int splitIndex);
+
+    public int getStartOffset(int columnIndex, int splitIndex);
+
+    public int getLength(int columnIndex, int splitIndex);
+
+    public int getTag(int columnIndex, int splitIndex);
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/RangeMap.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/RangeMap.java
new file mode 100644
index 0000000..98acbc0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/data/partition/range/RangeMap.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.data.partition.range;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.primitive.VoidPointable;
+
+/**
+ * The range map stores the field split values in an byte array.
+ * The first split value for each field followed by the second split value for each field, etc.
+ */
+public class RangeMap implements IRangeMap, Serializable {
+    private final int fields;
+    private final byte[] bytes;
+    private final int[] offsets;
+
+    public RangeMap(int fields, byte[] bytes, int[] offsets) {
+        this.fields = fields;
+        this.bytes = bytes;
+        this.offsets = offsets;
+    }
+
+    @Override
+    public IPointable getFieldSplit(int columnIndex, int splitIndex) {
+        IPointable p = VoidPointable.FACTORY.createPointable();
+        int index = getFieldIndex(columnIndex, splitIndex);
+        p.set(bytes, getFieldStart(index), getFieldLength(index));
+        return p;
+    }
+
+    @Override
+    public int getSplitCount() {
+        return offsets.length / fields;
+    }
+
+    @Override
+    public byte[] getByteArray(int columnIndex, int splitIndex) {
+        return bytes;
+    }
+
+    @Override
+    public int getTag(int columnIndex, int splitIndex) {
+        return getFieldTag(getFieldIndex(columnIndex, splitIndex));
+    }
+
+    @Override
+    public int getStartOffset(int columnIndex, int splitIndex) {
+        return getFieldStart(getFieldIndex(columnIndex, splitIndex));
+    }
+
+    @Override
+    public int getLength(int columnIndex, int splitIndex) {
+        return getFieldLength(getFieldIndex(columnIndex, splitIndex));
+    }
+
+    private int getFieldIndex(int columnIndex, int splitIndex) {
+        return splitIndex * fields + columnIndex;
+    }
+
+    private int getFieldTag(int index) {
+        return bytes[getFieldStart(index)];
+    }
+
+    private int getFieldStart(int index) {
+        int start = 0;
+        if (index != 0) {
+            start = offsets[index - 1];
+        }
+        return start;
+    }
+
+    private int getFieldLength(int index) {
+        int length = offsets[index];
+        if (index != 0) {
+            length -= offsets[index - 1];
+        }
+        return length;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/GeneratedRunFileReader.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/GeneratedRunFileReader.java
new file mode 100644
index 0000000..0967448
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/GeneratedRunFileReader.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.io;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+
+public class GeneratedRunFileReader extends RunFileReader {
+    private int maxFrameSize;
+
+    GeneratedRunFileReader(FileReference file, IIOManager ioManager, long size, boolean deleteAfterRead,
+            int maxFrameSize) {
+        super(file, ioManager, size, deleteAfterRead);
+        this.maxFrameSize = maxFrameSize;
+    }
+
+    public void updateSize(int newMaxSize) {
+        this.maxFrameSize = newMaxSize;
+    }
+
+    public int getMaxFrameSize() {
+        return maxFrameSize;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/MessagingFrameTupleAppender.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/MessagingFrameTupleAppender.java
new file mode 100644
index 0000000..7100c11
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/MessagingFrameTupleAppender.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+public class MessagingFrameTupleAppender extends FrameTupleAppender {
+
+    public static final int MAX_MESSAGE_SIZE = 100;
+    private final IHyracksTaskContext ctx;
+
+    public MessagingFrameTupleAppender(IHyracksTaskContext ctx) {
+        this.ctx = ctx;
+    }
+
+    @Override
+    protected boolean canHoldNewTuple(int fieldCount, int dataLength) throws HyracksDataException {
+        if (hasEnoughSpace(fieldCount, dataLength + MAX_MESSAGE_SIZE)) {
+            return true;
+        }
+        if (tupleCount == 0) {
+            frame.ensureFrameSize(FrameHelper.calcAlignedFrameSizeToStore(fieldCount, dataLength + MAX_MESSAGE_SIZE,
+                    frame.getMinSize()));
+            reset(frame.getBuffer(), true);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public void write(IFrameWriter outWriter, boolean clearFrame) throws HyracksDataException {
+        if (tupleCount > 0) {
+            appendMessage();
+            getBuffer().clear();
+            outWriter.nextFrame(getBuffer());
+            if (clearFrame) {
+                frame.reset();
+                reset(getBuffer(), true);
+            }
+        }
+    }
+
+    public void appendMessage() {
+        ByteBuffer message = (ByteBuffer) ctx.getSharedObject();
+        System.arraycopy(message.array(), message.position(), array, tupleDataEndOffset, message.limit());
+        tupleDataEndOffset += message.limit();
+        IntSerDeUtils.putInt(getBuffer().array(),
+                FrameHelper.getTupleCountOffset(frame.getFrameSize()) - 4 * (tupleCount + 1), tupleDataEndOffset);
+        ++tupleCount;
+        IntSerDeUtils.putInt(getBuffer().array(), FrameHelper.getTupleCountOffset(frame.getFrameSize()), tupleCount);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileReader.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileReader.java
new file mode 100644
index 0000000..fb160f0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileReader.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.io;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+
+public class RunFileReader implements IFrameReader {
+    private final FileReference file;
+    private IFileHandle handle;
+    private final IIOManager ioManager;
+    private final long size;
+    private long readPtr;
+    private boolean deleteAfterClose;
+
+    public RunFileReader(FileReference file, IIOManager ioManager, long size, boolean deleteAfterRead) {
+        this.file = file;
+        this.ioManager = ioManager;
+        this.size = size;
+        this.deleteAfterClose = deleteAfterRead;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        handle = ioManager.open(file, IIOManager.FileReadWriteMode.READ_ONLY, null);
+        readPtr = 0;
+    }
+
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        if (readPtr >= size) {
+            return false;
+        }
+        frame.reset();
+
+        int readLength = ioManager.syncRead(handle, readPtr, frame.getBuffer());
+        if (readLength <= 0) {
+            throw new HyracksDataException("Premature end of file");
+        }
+        readPtr += readLength;
+        frame.ensureFrameSize(frame.getMinSize() * FrameHelper.deserializeNumOfMinFrame(frame.getBuffer()));
+        if (frame.getBuffer().hasRemaining()) {
+            if (readPtr < size) {
+                readLength = ioManager.syncRead(handle, readPtr, frame.getBuffer());
+                if (readLength < 0) {
+                    throw new HyracksDataException("Premature end of file");
+                }
+                readPtr += readLength;
+            }
+            if (frame.getBuffer().hasRemaining()) { // file is vanished.
+                FrameHelper.clearRemainingFrame(frame.getBuffer(), frame.getBuffer().position());
+            }
+        }
+        frame.getBuffer().flip();
+        return true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        ioManager.close(handle);
+        if (deleteAfterClose) {
+            FileUtils.deleteQuietly(file.getFile());
+        }
+    }
+
+    public long getFileSize() {
+        return size;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileWriter.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileWriter.java
new file mode 100644
index 0000000..8031422
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/io/RunFileWriter.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.io;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+
+public class RunFileWriter implements IFrameWriter {
+    private final FileReference file;
+    private final IIOManager ioManager;
+    private boolean failed;
+
+    private IFileHandle handle;
+    private long size;
+    private int maxOutputFrameSize;
+
+    public RunFileWriter(FileReference file, IIOManager ioManager) {
+        this.file = file;
+        this.ioManager = ioManager;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        handle = ioManager.open(file, IIOManager.FileReadWriteMode.READ_WRITE,
+                IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+        size = 0;
+        failed = false;
+        maxOutputFrameSize = 0;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        ioManager.close(handle);
+        failed = true;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        int writen = ioManager.syncWrite(handle, size, buffer);
+        maxOutputFrameSize = Math.max(writen, maxOutputFrameSize);
+        size += writen;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!failed) {
+            ioManager.close(handle);
+        }
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public long getFileSize() {
+        return size;
+    }
+
+    public GeneratedRunFileReader createReader() throws HyracksDataException {
+        if (failed) {
+            throw new HyracksDataException("createReader() called on a failed RunFileWriter");
+        }
+        return new GeneratedRunFileReader(file, ioManager, size, false, maxOutputFrameSize);
+    }
+
+    public GeneratedRunFileReader createDeleteOnCloseReader() throws HyracksDataException {
+        if (failed) {
+            throw new HyracksDataException("createReader() called on a failed RunFileWriter");
+        }
+        return new GeneratedRunFileReader(file, ioManager, size, true, maxOutputFrameSize);
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        // this is a kind of a sink operator and hence, flush() is a no op
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/IntSerDeUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/IntSerDeUtils.java
new file mode 100644
index 0000000..d2100bb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/IntSerDeUtils.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.util;
+
+public class IntSerDeUtils {
+
+    public static int getInt(byte[] bytes, int offset) {
+        return ((bytes[offset] & 0xff) << 24) + ((bytes[offset + 1] & 0xff) << 16) + ((bytes[offset + 2] & 0xff) << 8)
+                + ((bytes[offset + 3] & 0xff) << 0);
+    }
+
+    /**
+     * put integer value into the array bytes at the offset offset
+     * @param bytes byte array to put data in
+     * @param offset offset from the beginning of the array to write the {@code value} in
+     * @param value value to write to {@code bytes[offset]}
+     */
+    public static void putInt(byte[] bytes, int offset, int value) {
+
+        bytes[offset++] = (byte) (value >> 24);
+        bytes[offset++] = (byte) (value >> 16);
+        bytes[offset++] = (byte) (value >> 8);
+        bytes[offset++] = (byte) (value);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/ReflectionUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/ReflectionUtils.java
new file mode 100644
index 0000000..13b41b0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/ReflectionUtils.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.common.util;
+
+public class ReflectionUtils {
+    public static <T> T createInstance(Class<? extends T> klass) {
+        T instance = null;
+        try {
+            instance = klass.newInstance();
+        } catch (InstantiationException e) {
+            throw new RuntimeException(e);
+        } catch (IllegalAccessException e) {
+            throw new RuntimeException(e);
+        }
+        return instance;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/SerdeUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/SerdeUtils.java
new file mode 100644
index 0000000..99c438e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/SerdeUtils.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.util;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.BooleanPointable;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.FloatPointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.LongPointable;
+import org.apache.hyracks.data.std.primitive.ShortPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.BooleanSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.Integer64SerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+
+@SuppressWarnings("rawtypes")
+public class SerdeUtils {
+    public static class PayloadTypeTraits implements ITypeTraits {
+        private static final long serialVersionUID = 1L;
+        final int payloadSize;
+
+        public PayloadTypeTraits(int payloadSize) {
+            this.payloadSize = payloadSize;
+        }
+
+        @Override
+        public boolean isFixedLength() {
+            return true;
+        }
+
+        @Override
+        public int getFixedLength() {
+            return payloadSize;
+        }
+    }
+
+    public static ITypeTraits[] serdesToTypeTraits(ISerializerDeserializer[] serdes) {
+        ITypeTraits[] typeTraits = new ITypeTraits[serdes.length];
+        for (int i = 0; i < serdes.length; i++) {
+            typeTraits[i] = serdeToTypeTrait(serdes[i]);
+        }
+        return typeTraits;
+    }
+
+    public static ITypeTraits[] serdesToTypeTraits(ISerializerDeserializer[] serdes, int payloadSize) {
+        ITypeTraits[] typeTraits = new ITypeTraits[serdes.length + 1];
+        for (int i = 0; i < serdes.length; i++) {
+            typeTraits[i] = serdeToTypeTrait(serdes[i]);
+        }
+        typeTraits[serdes.length] = new PayloadTypeTraits(payloadSize);
+        return typeTraits;
+    }
+
+    public static ITypeTraits serdeToTypeTrait(ISerializerDeserializer serde) {
+        if (serde instanceof ShortSerializerDeserializer) {
+            return ShortPointable.TYPE_TRAITS;
+        }
+        if (serde instanceof IntegerSerializerDeserializer) {
+            return IntegerPointable.TYPE_TRAITS;
+        }
+        if (serde instanceof Integer64SerializerDeserializer) {
+            return LongPointable.TYPE_TRAITS;
+        }
+        if (serde instanceof FloatSerializerDeserializer) {
+            return FloatPointable.TYPE_TRAITS;
+        }
+        if (serde instanceof DoubleSerializerDeserializer) {
+            return DoublePointable.TYPE_TRAITS;
+        }
+        if (serde instanceof BooleanSerializerDeserializer) {
+            return BooleanPointable.TYPE_TRAITS;
+        }
+        return UTF8StringPointable.TYPE_TRAITS;
+    }
+
+    public static IBinaryComparator[] serdesToComparators(ISerializerDeserializer[] serdes, int numSerdes) {
+        IBinaryComparator[] comparators = new IBinaryComparator[numSerdes];
+        for (int i = 0; i < numSerdes; i++) {
+            comparators[i] = serdeToComparator(serdes[i]);
+        }
+        return comparators;
+    }
+
+    public static IBinaryComparator serdeToComparator(ISerializerDeserializer serde) {
+        IBinaryComparatorFactory f = serdeToComparatorFactory(serde);
+        return f.createBinaryComparator();
+    }
+
+    public static IBinaryComparatorFactory[] serdesToComparatorFactories(ISerializerDeserializer[] serdes, int numSerdes) {
+        IBinaryComparatorFactory[] comparatorsFactories = new IBinaryComparatorFactory[numSerdes];
+        for (int i = 0; i < numSerdes; i++) {
+            comparatorsFactories[i] = serdeToComparatorFactory(serdes[i]);
+        }
+        return comparatorsFactories;
+    }
+
+    public static IBinaryComparatorFactory serdeToComparatorFactory(ISerializerDeserializer serde) {
+        if (serde instanceof ShortSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(ShortPointable.FACTORY);
+        }
+        if (serde instanceof IntegerSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        }
+        if (serde instanceof Integer64SerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(LongPointable.FACTORY);
+        }
+        if (serde instanceof FloatSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(FloatPointable.FACTORY);
+        }
+        if (serde instanceof DoubleSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        }
+        if (serde instanceof BooleanSerializerDeserializer) {
+            throw new UnsupportedOperationException("Binary comparator factory for Boolean not implemented.");
+        }
+        if (serde instanceof UTF8StringSerializerDeserializer) {
+            return PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        }
+        throw new UnsupportedOperationException("Binary comparator for + " + serde.toString() + " not implemented.");
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/TupleUtils.java b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/TupleUtils.java
new file mode 100644
index 0000000..fcc6274
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/main/java/org/apache/hyracks/dataflow/common/util/TupleUtils.java
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+
+@SuppressWarnings("rawtypes")
+public class TupleUtils {
+    @SuppressWarnings("unchecked")
+    public static void createTuple(ArrayTupleBuilder tupleBuilder, ArrayTupleReference tuple,
+            ISerializerDeserializer[] fieldSerdes, final Object... fields) throws HyracksDataException {
+        DataOutput dos = tupleBuilder.getDataOutput();
+        tupleBuilder.reset();
+        int numFields = Math.min(tupleBuilder.getFieldEndOffsets().length, fields.length);
+        for (int i = 0; i < numFields; i++) {
+            fieldSerdes[i].serialize(fields[i], dos);
+            tupleBuilder.addFieldEndOffset();
+        }
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public static ITupleReference createTuple(ISerializerDeserializer[] fieldSerdes, final Object... fields)
+            throws HyracksDataException {
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fields.length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        createTuple(tupleBuilder, tuple, fieldSerdes, fields);
+        return tuple;
+    }
+
+    public static void createIntegerTuple(ArrayTupleBuilder tupleBuilder, ArrayTupleReference tuple,
+            final int... fields) throws HyracksDataException {
+        DataOutput dos = tupleBuilder.getDataOutput();
+        tupleBuilder.reset();
+        for (final int i : fields) {
+            IntegerSerializerDeserializer.INSTANCE.serialize(i, dos);
+            tupleBuilder.addFieldEndOffset();
+        }
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public static ITupleReference createIntegerTuple(final int... fields) throws HyracksDataException {
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fields.length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        createIntegerTuple(tupleBuilder, tuple, fields);
+        return tuple;
+    }
+
+    public static void createDoubleTuple(ArrayTupleBuilder tupleBuilder, ArrayTupleReference tuple,
+            final double... fields) throws HyracksDataException {
+        DataOutput dos = tupleBuilder.getDataOutput();
+        tupleBuilder.reset();
+        for (final double i : fields) {
+            DoubleSerializerDeserializer.INSTANCE.serialize(i, dos);
+            tupleBuilder.addFieldEndOffset();
+        }
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public static ITupleReference createDoubleTuple(final double... fields) throws HyracksDataException {
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fields.length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        createDoubleTuple(tupleBuilder, tuple, fields);
+        return tuple;
+    }
+
+    public static String printTuple(ITupleReference tuple, ISerializerDeserializer[] fields)
+            throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        int numPrintFields = Math.min(tuple.getFieldCount(), fields.length);
+        for (int i = 0; i < numPrintFields; i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            Object o = fields[i].deserialize(dataIn);
+            strBuilder.append(o.toString());
+            if (i != fields.length - 1) {
+                strBuilder.append(" ");
+            }
+        }
+        return strBuilder.toString();
+    }
+
+    public static Object[] deserializeTuple(ITupleReference tuple, ISerializerDeserializer[] fields)
+            throws HyracksDataException {
+        int numFields = Math.min(tuple.getFieldCount(), fields.length);
+        Object[] objs = new Object[numFields];
+        for (int i = 0; i < numFields; i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            objs[i] = fields[i].deserialize(dataIn);
+        }
+        return objs;
+    }
+
+    public static ITupleReference copyTuple(ITupleReference tuple) throws HyracksDataException {
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(tuple.getFieldCount());
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            tupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        ArrayTupleReference tupleCopy = new ArrayTupleReference();
+        tupleCopy.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+        return tupleCopy;
+    }
+
+    public static void copyTuple(ArrayTupleBuilder tupleBuilder, ITupleReference tuple, int numFields) throws HyracksDataException {
+        tupleBuilder.reset();
+        for (int i = 0; i < numFields; i++) {
+            tupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/comm/io/largeobject/FrameFixedFieldTupleAppenderTest.java b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/comm/io/largeobject/FrameFixedFieldTupleAppenderTest.java
new file mode 100644
index 0000000..766c77a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/comm/io/largeobject/FrameFixedFieldTupleAppenderTest.java
@@ -0,0 +1,220 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.comm.io.largeobject;
+
+import static org.junit.Assert.assertArrayEquals;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameFixedFieldAppender;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.junit.Before;
+import org.junit.Test;
+
+public class FrameFixedFieldTupleAppenderTest {
+
+    static final int INPUT_BUFFER_SIZE = 4096;
+    static final int TEST_FRAME_SIZE = 256;
+
+    FrameFixedFieldAppender appender;
+    static ISerializerDeserializer[] fields = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(), };
+    static RecordDescriptor recordDescriptor = new RecordDescriptor(fields);
+    static ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(recordDescriptor.getFieldCount());
+
+    class SequentialDataVerifier implements IFrameWriter {
+
+        private final IFrameTupleAccessor accessor;
+        private IFrameTupleAccessor innerAccessor;
+        private int tid;
+
+        public SequentialDataVerifier(IFrameTupleAccessor accessor) {
+            this.accessor = accessor;
+            this.innerAccessor = new FrameTupleAccessor(recordDescriptor);
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            this.tid = 0;
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            innerAccessor.reset(buffer);
+            for (int i = 0; i < innerAccessor.getTupleCount(); ++i) {
+                validate(innerAccessor, i);
+            }
+        }
+
+        private void validate(IFrameTupleAccessor innerAccessor, int i) {
+            assertTrue(tid < accessor.getTupleCount());
+            assertEquals(accessor.getTupleLength(tid), innerAccessor.getTupleLength(i));
+            assertArrayEquals(
+                    Arrays.copyOfRange(accessor.getBuffer().array(), accessor.getTupleStartOffset(tid),
+                            accessor.getTupleEndOffset(tid)),
+                    Arrays.copyOfRange(innerAccessor.getBuffer().array(), innerAccessor.getTupleStartOffset(i),
+                            innerAccessor.getTupleEndOffset(i)));
+            tid++;
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            assert false;
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            assertEquals(accessor.getTupleCount(), tid);
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+        }
+    }
+
+    @Before
+    public void createAppender() throws HyracksDataException {
+        appender = new FrameFixedFieldAppender(fields.length);
+        FrameManager manager = new FrameManager(TEST_FRAME_SIZE);
+        IFrame frame = new VSizeFrame(manager);
+        appender.reset(frame, true);
+    }
+
+    private void testProcess(IFrameTupleAccessor accessor) throws HyracksDataException {
+        IFrameWriter writer = prepareValidator(accessor);
+        writer.open();
+        for (int tid = 0; tid < accessor.getTupleCount(); tid++) {
+            for (int fid = 0; fid < fields.length; fid++) {
+                if (!appender.appendField(accessor, tid, fid)) {
+                    appender.write(writer, true);
+                    if (!appender.appendField(accessor, tid, fid)) {
+                    }
+                }
+            }
+        }
+        appender.write(writer, true);
+        writer.close();
+    }
+
+    @Test
+    public void testAppendFieldShouldSucceed() throws HyracksDataException {
+        IFrameTupleAccessor accessor = prepareData(DATA_TYPE.NORMAL_RECORD);
+        testProcess(accessor);
+    }
+
+    @Test
+    public void testResetShouldWork() throws HyracksDataException {
+        testAppendFieldShouldSucceed();
+        appender.reset(new VSizeFrame(new FrameManager(TEST_FRAME_SIZE)), true);
+        testAppendFieldShouldSucceed();
+    }
+
+    private IFrameWriter prepareValidator(IFrameTupleAccessor accessor) throws HyracksDataException {
+        return new SequentialDataVerifier(accessor);
+    }
+
+    enum DATA_TYPE {
+        NORMAL_RECORD,
+        ONE_FIELD_LONG,
+        ONE_RECORD_LONG,
+    }
+
+    private IFrameTupleAccessor prepareData(DATA_TYPE type) throws HyracksDataException {
+        IFrameTupleAccessor accessor = new FrameTupleAccessor(recordDescriptor);
+        IFrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(new FrameManager(INPUT_BUFFER_SIZE)),
+                true);
+        int i = 0;
+        do {
+            switch (type) {
+                case NORMAL_RECORD:
+                    makeATuple(tupleBuilder, i++);
+                    break;
+                case ONE_FIELD_LONG:
+                    makeASizeUpTuple(tupleBuilder, i++);
+                    break;
+                case ONE_RECORD_LONG:
+                    makeABigObjectTuple(tupleBuilder, i++);
+                    break;
+            }
+        } while (appender.append(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray(), 0,
+                tupleBuilder.getSize()));
+        accessor.reset(appender.getBuffer());
+        return accessor;
+    }
+
+    private void makeATuple(ArrayTupleBuilder tupleBuilder, int i) throws HyracksDataException {
+        tupleBuilder.reset();
+        tupleBuilder.addField(fields[0], i);
+        tupleBuilder.addField(fields[1], String.valueOf(i));
+        tupleBuilder.addField(fields[2], -i);
+        tupleBuilder.addField(fields[3], String.valueOf(-i));
+    }
+
+    private String makeALongString(int length, char ch) {
+        char[] array = new char[length];
+        Arrays.fill(array, ch);
+        return new String(array);
+    }
+
+    private void makeASizeUpTuple(ArrayTupleBuilder tupleBuilder, int i) throws HyracksDataException {
+        tupleBuilder.reset();
+        tupleBuilder.addField(fields[0], i);
+        tupleBuilder.addField(fields[1], makeALongString(Math.min(Math.abs(1 << i), INPUT_BUFFER_SIZE), (char) i));
+        tupleBuilder.addField(fields[2], -i);
+        tupleBuilder.addField(fields[3], String.valueOf(-i));
+    }
+
+    private void makeABigObjectTuple(ArrayTupleBuilder tupleBuilder, int i) throws HyracksDataException {
+        tupleBuilder.reset();
+        tupleBuilder.addField(fields[0], i);
+        tupleBuilder.addField(fields[1], makeALongString(Math.min(i * 20, TEST_FRAME_SIZE), (char) i));
+        tupleBuilder.addField(fields[2], -i);
+        tupleBuilder.addField(fields[3], makeALongString(Math.min(i * 20, TEST_FRAME_SIZE), (char) i));
+    }
+
+    @Test
+    public void testAppendLargeFieldShouldSucceed() throws HyracksDataException {
+        IFrameTupleAccessor accessor = prepareData(DATA_TYPE.ONE_FIELD_LONG);
+        testProcess(accessor);
+    }
+
+    @Test
+    public void testAppendSmallFieldButLargeObjectWithShouldSucceed() throws HyracksDataException {
+        IFrameTupleAccessor accessor = prepareData(DATA_TYPE.ONE_RECORD_LONG);
+        testProcess(accessor);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializerTest.java b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializerTest.java
new file mode 100644
index 0000000..713ba46
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/marshalling/ByteArraySerializerDeserializerTest.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.marshalling;
+
+import static org.junit.Assert.assertTrue;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.apache.hyracks.util.string.UTF8StringSample;
+import org.junit.Test;
+
+public class ByteArraySerializerDeserializerTest {
+
+    ByteArrayPointable bytePtr = new ByteArrayPointable();
+    ByteArraySerializerDeserializer serder = ByteArraySerializerDeserializer.INSTANCE;
+
+    @Test
+    public void testSerializeDeserializeRandomBytes() throws Exception {
+        testOneByteArray(UTF8StringSample.EMPTY_STRING.getBytes());
+        testOneByteArray(UTF8StringSample.STRING_UTF8_MIX.getBytes());
+        testOneByteArray(UTF8StringSample.STRING_LEN_128.getBytes());
+        testOneByteArray(UTF8StringSample.STRING_LEN_MEDIUM.getBytes());
+        testOneByteArray(UTF8StringSample.STRING_LEN_LARGE.getBytes());
+    }
+
+    void testOneByteArray(byte[] testBytes) throws HyracksDataException {
+        ByteArrayOutputStream outputStream = new ByteArrayOutputStream();
+
+        serder.serialize(testBytes, new DataOutputStream(outputStream));
+
+        bytePtr.set(outputStream.toByteArray(), 0, outputStream.size());
+        assertTrue(Arrays.equals(testBytes, ByteArrayPointable.copyContent(bytePtr)));
+
+        ByteArrayInputStream inputStream = new ByteArrayInputStream(outputStream.toByteArray());
+        assertTrue(Arrays.equals(testBytes, serder.deserialize(new DataInputStream(inputStream))));
+
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactoryTest.java b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactoryTest.java
new file mode 100644
index 0000000..a362e60
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/normalizers/ByteArrayNormalizedKeyComputerFactoryTest.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.normalizers;
+
+import static junit.framework.Assert.assertTrue;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.junit.Test;
+
+public class ByteArrayNormalizedKeyComputerFactoryTest {
+
+    Random random = new Random();
+
+    INormalizedKeyComputer computer = ByteArrayNormalizedKeyComputerFactory.INSTANCE.createNormalizedKeyComputer();
+
+    @Test
+    public void testRandomNormalizedKey() {
+        for (int i = 0; i < 10; ++i) {
+            ByteArrayPointable pointable1 = generateRandomByteArrayPointableWithFixLength(
+                    Math.abs(random.nextInt((i + 1) * 10)), random);
+            ByteArrayPointable pointable2 = generateRandomByteArrayPointableWithFixLength(
+                    Math.abs(random.nextInt((i + 1) * 10)), random);
+            assertNormalizeValue(pointable1, pointable2, computer);
+        }
+    }
+
+    public static ByteArrayPointable generateRandomByteArrayPointableWithFixLength(int length, Random random) {
+        byte[] bytes = new byte[length];
+        random.nextBytes(bytes);
+        return ByteArrayPointable.generatePointableFromPureBytes(bytes);
+    }
+
+    public static void assertNormalizeValue(ByteArrayPointable pointable1, ByteArrayPointable pointable2,
+            INormalizedKeyComputer computer) {
+        int n1 = computer.normalize(pointable1.getByteArray(), pointable1.getStartOffset(), pointable1.getLength());
+        int n2 = computer.normalize(pointable2.getByteArray(), pointable2.getStartOffset(), pointable2.getLength());
+        if (n1 < n2) {
+            assertTrue(pointable1.compareTo(pointable2) < 0);
+        } else if (n1 > n2) {
+            assertTrue(pointable1.compareTo(pointable2) > 0);
+        }
+    }
+
+    @Test
+    public void testCornerCase() {
+        for (int len = 0; len < 4; ++len) {
+            ByteArrayPointable pointable1 = generateRandomByteArrayPointableWithFixLength(len, random);
+            ByteArrayPointable pointable2 = generateRandomByteArrayPointableWithFixLength(len, random);
+            assertNormalizeValue(pointable1, pointable2, computer);
+        }
+
+        ByteArrayPointable ptr1 = ByteArrayPointable.generatePointableFromPureBytes(new byte[] { 0, 25, 34, 42 });
+        ByteArrayPointable ptr2 = ByteArrayPointable.generatePointableFromPureBytes(
+                new byte[] { (byte) 130, 25, 34, 42 });
+
+        int n1 = computer.normalize(ptr1.getByteArray(), ptr1.getStartOffset(), ptr1.getLength());
+        int n2 = computer.normalize(ptr2.getByteArray(), ptr2.getStartOffset(), ptr2.getLength());
+        assertTrue(n1 < n2);
+
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactoryTest.java b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactoryTest.java
new file mode 100644
index 0000000..29a6d6d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayBase64ParserFactoryTest.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import static org.apache.hyracks.data.std.primitive.ByteArrayPointable.copyContent;
+
+import java.io.ByteArrayOutputStream;
+import java.io.DataOutputStream;
+import java.util.Arrays;
+
+import javax.xml.bind.DatatypeConverter;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.junit.Test;
+
+import junit.framework.TestCase;
+
+public class ByteArrayBase64ParserFactoryTest extends TestCase {
+
+    @Test
+    public void testParseBase64String() throws HyracksDataException {
+        testOneString("");
+
+        StringBuilder everyChar = new StringBuilder();
+        for (char c = 'a'; c <= 'z'; c++) {
+            everyChar.append(c);
+        }
+        for (char c = 'A'; c <= 'Z'; c++) {
+            everyChar.append(c);
+        }
+        for (char c = '0'; c <= '9'; c++) {
+            everyChar.append(c);
+        }
+        everyChar.append("+/");
+
+        testOneString(everyChar.toString());
+
+        byte[] longBytes = new byte[65536];
+        Arrays.fill(longBytes, (byte) 0xff);
+        String maxString = DatatypeConverter.printBase64Binary(longBytes);
+
+        testOneString(maxString);
+    }
+
+    void testOneString(String test) throws HyracksDataException {
+        IValueParser parser = ByteArrayBase64ParserFactory.INSTANCE.createValueParser();
+        ByteArrayOutputStream bos = new ByteArrayOutputStream();
+        DataOutputStream outputStream = new DataOutputStream(bos);
+        ByteArrayPointable bytePtr = new ByteArrayPointable();
+
+        parser.parse(test.toCharArray(), 0, test.length(), outputStream);
+        bytePtr.set(bos.toByteArray(), 0, bos.size());
+
+        byte[] answer = DatatypeConverter.parseBase64Binary(test);
+        assertTrue(bytePtr.getContentLength() == answer.length);
+        assertTrue(Arrays.equals(answer, copyContent(bytePtr)));
+    }
+}
diff --git a/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactoryTest.java b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactoryTest.java
new file mode 100644
index 0000000..c959c8d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-common/src/test/java/org/apache/hyracks/dataflow/common/data/parsers/ByteArrayHexParserFactoryTest.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.common.data.parsers;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.io.ByteArrayOutputStream;
+import java.io.DataOutputStream;
+import java.util.Arrays;
+
+import javax.xml.bind.DatatypeConverter;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ByteArrayPointable;
+import org.junit.Test;
+
+public class ByteArrayHexParserFactoryTest {
+
+    @Test
+    public void testExtractPointableArrayFromHexString() throws Exception {
+        testOneString("");
+        testOneString("ABCDEF0123456789");
+
+        testOneString("0123456789abcdef");
+
+        char[] maxChars = new char[65540 * 2];
+        Arrays.fill(maxChars, 'f');
+        String maxString = new String(maxChars);
+
+        testOneString(maxString);
+    }
+
+    void testOneString(String test) throws HyracksDataException {
+        IValueParser parser = ByteArrayHexParserFactory.INSTANCE.createValueParser();
+        ByteArrayOutputStream bos = new ByteArrayOutputStream();
+        DataOutputStream outputStream = new DataOutputStream(bos);
+        ByteArrayPointable bytePtr = new ByteArrayPointable();
+
+        parser.parse(test.toCharArray(), 0, test.length(), outputStream);
+
+        bytePtr.set(bos.toByteArray(), 0, bos.size());
+
+        assertTrue(bytePtr.getContentLength() == test.length() / 2);
+        assertEquals(DatatypeConverter.printHexBinary(ByteArrayPointable.copyContent(bytePtr)).toLowerCase(),
+                test.toLowerCase());
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/pom.xml b/hyracks/hyracks-dataflow-hadoop/pom.xml
new file mode 100644
index 0000000..3480ea8
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/pom.xml
@@ -0,0 +1,86 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-dataflow-hadoop</artifactId>
+  <name>hyracks-dataflow-hadoop</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+		<groupId>org.apache.hyracks</groupId>
+		<artifactId>hyracks-hdfs-2.x</artifactId>
+		<version>0.2.18-SNAPSHOT</version>
+		<type>jar</type>
+		<scope>compile</scope>
+	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hadoop</groupId>
+  		<artifactId>hadoop-client</artifactId>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>edu.uci.ics.dcache</groupId>
+  		<artifactId>dcache-client</artifactId>
+  		<version>0.0.1</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/AbstractHadoopOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/AbstractHadoopOperatorDescriptor.java
new file mode 100644
index 0000000..226250e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/AbstractHadoopOperatorDescriptor.java
@@ -0,0 +1,172 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop;
+
+import java.io.IOException;
+import java.util.Map;
+import java.util.StringTokenizer;
+
+import org.apache.hadoop.mapred.Counters.Counter;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.OutputCollector;
+import org.apache.hadoop.mapred.Reporter;
+
+import edu.uci.ics.dcache.client.DCacheClient;
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.dataflow.hadoop.util.IHadoopClassFactory;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+
+public abstract class AbstractHadoopOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    protected transient JobConf jobConf;
+
+    protected static class DataWritingOutputCollector<K, V> implements OutputCollector<K, V> {
+        private IDataWriter<Object[]> writer;
+
+        public DataWritingOutputCollector() {
+        }
+
+        public DataWritingOutputCollector(IDataWriter<Object[]> writer) {
+            this.writer = writer;
+        }
+
+        @Override
+        public void collect(Object key, Object value) throws IOException {
+            writer.writeData(new Object[] { key, value });
+        }
+
+        public void setWriter(IDataWriter<Object[]> writer) {
+            this.writer = writer;
+        }
+    }
+
+    public static String MAPRED_CACHE_FILES = "mapred.cache.files";
+    public static String MAPRED_CACHE_LOCALFILES = "mapred.cache.localFiles";
+
+    private static final long serialVersionUID = 1L;
+    private final Map<String, String> jobConfMap;
+    private IHadoopClassFactory hadoopClassFactory;
+
+    public AbstractHadoopOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity,
+            RecordDescriptor recordDescriptor, JobConf jobConf, IHadoopClassFactory hadoopOperatorFactory) {
+        super(spec, inputArity, 1);
+        jobConfMap = DatatypeHelper.jobConf2Map(jobConf);
+        this.hadoopClassFactory = hadoopOperatorFactory;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    public Map<String, String> getJobConfMap() {
+        return jobConfMap;
+    }
+
+    public IHadoopClassFactory getHadoopClassFactory() {
+        return hadoopClassFactory;
+    }
+
+    public void setHadoopClassFactory(IHadoopClassFactory hadoopClassFactory) {
+        this.hadoopClassFactory = hadoopClassFactory;
+    }
+
+    protected Reporter createReporter() {
+        return new Reporter() {
+            @Override
+            public Counter getCounter(Enum<?> name) {
+                return null;
+            }
+
+            @Override
+            public Counter getCounter(String group, String name) {
+                return null;
+            }
+
+            @Override
+            public InputSplit getInputSplit() throws UnsupportedOperationException {
+                return null;
+            }
+
+            @Override
+            public void incrCounter(Enum<?> key, long amount) {
+
+            }
+
+            @Override
+            public void incrCounter(String group, String counter, long amount) {
+
+            }
+
+            @Override
+            public void progress() {
+
+            }
+
+            @Override
+            public void setStatus(String status) {
+
+            }
+
+            @Override
+            public float getProgress() {
+                return 0.0f;
+            }
+        };
+    }
+
+    public JobConf getJobConf() {
+        if (jobConf == null) {
+            jobConf = DatatypeHelper.map2JobConf(jobConfMap);
+            jobConf.setClassLoader(this.getClass().getClassLoader());
+        }
+        return jobConf;
+    }
+
+    public void populateCache(JobConf jobConf) {
+        try {
+            String cache = jobConf.get(MAPRED_CACHE_FILES);
+            System.out.println("cache:" + cache);
+            if (cache == null) {
+                return;
+            }
+            String localCache = jobConf.get(MAPRED_CACHE_LOCALFILES);
+            System.out.println("localCache:" + localCache);
+            if (localCache != null) {
+                return;
+            }
+            localCache = "";
+            StringTokenizer cacheTokenizer = new StringTokenizer(cache, ",");
+            while (cacheTokenizer.hasMoreTokens()) {
+                if (!"".equals(localCache)) {
+                    localCache += ",";
+                }
+                try {
+                    localCache += DCacheClient.get().get(cacheTokenizer.nextToken());
+                } catch (IOException e) {
+                    throw new RuntimeException(e);
+                }
+            }
+            jobConf.set(MAPRED_CACHE_LOCALFILES, localCache);
+            System.out.println("localCache:" + localCache);
+        } catch (Exception e) {
+
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopMapperOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopMapperOperatorDescriptor.java
new file mode 100644
index 0000000..a0c4a4a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopMapperOperatorDescriptor.java
@@ -0,0 +1,450 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop;
+
+import java.io.IOException;
+
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.FileSplit;
+import org.apache.hadoop.mapred.InputFormat;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.Mapper;
+import org.apache.hadoop.mapred.OutputCollector;
+import org.apache.hadoop.mapred.RecordReader;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapred.SequenceFileRecordReader;
+import org.apache.hadoop.mapreduce.Counter;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.OutputCommitter;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.StatusReporter;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.SerializingDataWriter;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.dataflow.hadoop.util.IHadoopClassFactory;
+import org.apache.hyracks.dataflow.hadoop.util.InputSplitsProxy;
+import org.apache.hyracks.dataflow.hadoop.util.MRContextUtil;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+import org.apache.hyracks.hdfs.ContextFactory;
+
+public class HadoopMapperOperatorDescriptor<K1, V1, K2, V2> extends AbstractHadoopOperatorDescriptor {
+
+    private class MapperBaseOperator {
+        protected OutputCollector<K2, V2> output;
+        protected Reporter reporter;
+        protected Object mapper;
+        // protected Mapper<K1, V1, K2, V2> mapper;
+        protected int partition;
+        protected JobConf conf;
+        protected IOpenableDataWriter<Object[]> writer;
+        protected boolean newMapreduceLib = false;
+        org.apache.hadoop.mapreduce.Mapper.Context context;
+
+        public MapperBaseOperator(int partition) {
+            this.partition = partition;
+        }
+
+        protected void initializeMapper() throws HyracksDataException {
+            Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+            jobConf = getJobConf();
+            populateCache(jobConf);
+            conf = new JobConf(jobConf);
+            conf.setClassLoader(jobConf.getClassLoader());
+            reporter = createReporter();
+        }
+
+        protected void map(Object[] data) throws HyracksDataException {
+            try {
+                if (!conf.getUseNewMapper()) {
+                    ((org.apache.hadoop.mapred.Mapper) mapper).map((K1) data[0], (V1) data[1], output, reporter);
+                } else
+                    throw new IllegalStateException(
+                            " Incorrect map method called for MapReduce code written using mapreduce package");
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            } catch (RuntimeException re) {
+                System.out.println(" Runtime exceptione encoutered for row :" + data[0] + ": " + data[1]);
+                re.printStackTrace();
+            }
+        }
+
+        protected void closeMapper() throws HyracksDataException {
+            try {
+                if (!conf.getUseNewMapper()) {
+                    ((org.apache.hadoop.mapred.Mapper) mapper).close();
+                } else {
+                    // do nothing. closing the mapper is handled internally by
+                    // run method on context.
+                }
+            } catch (IOException ioe) {
+                throw new HyracksDataException(ioe);
+            }
+        }
+
+    }
+
+    private class MapperOperator extends MapperBaseOperator implements IOpenableDataWriterOperator {
+
+        public MapperOperator(int partition) {
+            super(partition);
+        };
+
+        @Override
+        public void close() throws HyracksDataException {
+            super.closeMapper();
+            writer.close();
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            writer.fail();
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            initializeMapper();
+            writer.open();
+            output = new DataWritingOutputCollector<K2, V2>(writer);
+        }
+
+        @Override
+        public void writeData(Object[] data) throws HyracksDataException {
+            super.map(data);
+        }
+
+        public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+            if (index != 0) {
+                throw new IllegalArgumentException();
+            }
+            this.writer = writer;
+        }
+
+        protected void initializeMapper() throws HyracksDataException {
+            super.initializeMapper();
+            try {
+                mapper = createMapper(conf);
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+            if (!conf.getUseNewMapper()) {
+                ((org.apache.hadoop.mapred.Mapper) mapper).configure(conf);
+            }
+        }
+
+    }
+
+    private class ReaderMapperOperator extends MapperBaseOperator {
+
+        public ReaderMapperOperator(int partition, IOpenableDataWriter writer) throws HyracksDataException {
+            super(partition);
+            output = new DataWritingOutputCollector<K2, V2>(writer);
+            this.writer = writer;
+            this.writer.open();
+        }
+
+        protected void updateConfWithSplit(JobConf conf) {
+            try {
+                if (inputSplits == null) {
+                    inputSplits = inputSplitsProxy.toInputSplits(conf);
+                }
+                Object splitRead = inputSplits[partition];
+                if (splitRead instanceof FileSplit) {
+                    conf.set("map.input.file", ((FileSplit) splitRead).getPath().toString());
+                    conf.setLong("map.input.start", ((FileSplit) splitRead).getStart());
+                    conf.setLong("map.input.length", ((FileSplit) splitRead).getLength());
+                } else if (splitRead instanceof org.apache.hadoop.mapreduce.lib.input.FileSplit) {
+                    conf.set("map.input.file", ((org.apache.hadoop.mapreduce.lib.input.FileSplit) splitRead).getPath()
+                            .toString());
+                    conf.setLong("map.input.start",
+                            ((org.apache.hadoop.mapreduce.lib.input.FileSplit) splitRead).getStart());
+                    conf.setLong("map.input.length",
+                            ((org.apache.hadoop.mapreduce.lib.input.FileSplit) splitRead).getLength());
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+                // we do not throw the exception here as we are setting
+                // additional parameters that may not be
+                // required by the mapper. If they are indeed required, the
+                // configure method invoked on the mapper
+                // shall report an exception because of the missing parameters.
+            }
+        }
+
+        protected void initializeMapper() throws HyracksDataException {
+            super.initializeMapper();
+            updateConfWithSplit(conf);
+            try {
+                mapper = createMapper(conf);
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+            if (!conf.getUseNewMapper()) {
+                ((org.apache.hadoop.mapred.Mapper) mapper).configure(conf);
+            }
+        }
+
+        public void mapInput() throws HyracksDataException, InterruptedException, ClassNotFoundException {
+            try {
+                initializeMapper();
+                conf.setClassLoader(this.getClass().getClassLoader());
+                Object reader;
+                Object key = null;
+                Object value = null;
+                Object inputSplit = inputSplits[partition];
+                reader = getRecordReader(conf, inputSplit);
+                final Object[] data = new Object[2];
+                if (conf.getUseNewMapper()) {
+                    org.apache.hadoop.mapreduce.RecordReader newReader = (org.apache.hadoop.mapreduce.RecordReader) reader;
+                    org.apache.hadoop.mapreduce.RecordWriter recordWriter = new RecordWriter() {
+
+                        @Override
+                        public void close(TaskAttemptContext arg0) throws IOException, InterruptedException {
+                            // TODO Auto-generated method stub
+                        }
+
+                        @Override
+                        public void write(Object key, Object value) throws IOException, InterruptedException {
+                            data[0] = key;
+                            data[1] = value;
+                            writer.writeData(data);
+                        }
+                    };;;
+
+                    OutputCommitter outputCommitter = new org.apache.hadoop.mapreduce.lib.output.NullOutputFormat()
+                            .getOutputCommitter(new ContextFactory().createContext(conf, new TaskAttemptID()));
+                    StatusReporter statusReporter = new StatusReporter() {
+                        @Override
+                        public void setStatus(String arg0) {
+                        }
+
+                        @Override
+                        public void progress() {
+                        }
+
+                        @Override
+                        public Counter getCounter(String arg0, String arg1) {
+                            return null;
+                        }
+
+                        @Override
+                        public Counter getCounter(Enum<?> arg0) {
+                            return null;
+                        }
+
+                        @Override
+                        public float getProgress() {
+                            // TODO Auto-generated method stub
+                            return 0;
+                        }
+                    };;;
+                    context = new MRContextUtil().createMapContext(conf, new TaskAttemptID(), newReader, recordWriter,
+                            outputCommitter, statusReporter, (org.apache.hadoop.mapreduce.InputSplit) inputSplit);
+                    newReader.initialize((org.apache.hadoop.mapreduce.InputSplit) inputSplit, context);
+                    ((org.apache.hadoop.mapreduce.Mapper) mapper).run(context);
+                } else {
+                    Class inputKeyClass = null;
+                    Class inputValueClass = null;
+
+                    RecordReader oldReader = (RecordReader) reader;
+                    if (reader instanceof SequenceFileRecordReader) {
+                        inputKeyClass = ((SequenceFileRecordReader) oldReader).getKeyClass();
+                        inputValueClass = ((SequenceFileRecordReader) oldReader).getValueClass();
+                    } else {
+                        inputKeyClass = oldReader.createKey().getClass();
+                        inputValueClass = oldReader.createValue().getClass();
+                    }
+                    key = oldReader.createKey();
+                    value = oldReader.createValue();
+                    while (oldReader.next(key, value)) {
+                        data[0] = key;
+                        data[1] = value;
+                        super.map(data);
+                    }
+                    oldReader.close();
+                }
+
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+
+        }
+
+        public void close() throws HyracksDataException {
+            super.closeMapper();
+            writer.close();
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+    private Class mapperClass;
+    private InputSplitsProxy inputSplitsProxy;
+    private transient Object[] inputSplits;
+    private boolean selfRead = false;
+
+    private void initializeSplitInfo(Object[] splits) throws IOException {
+        jobConf = super.getJobConf();
+        InputFormat inputFormat = jobConf.getInputFormat();
+        inputSplitsProxy = new InputSplitsProxy(jobConf, splits);
+    }
+
+    public HadoopMapperOperatorDescriptor(IOperatorDescriptorRegistry spec, JobConf jobConf,
+            IHadoopClassFactory hadoopClassFactory) throws IOException {
+        super(spec, 1, getRecordDescriptor(jobConf, hadoopClassFactory), jobConf, hadoopClassFactory);
+    }
+
+    public HadoopMapperOperatorDescriptor(IOperatorDescriptorRegistry spec, JobConf jobConf, Object[] splits,
+            IHadoopClassFactory hadoopClassFactory) throws IOException {
+        super(spec, 0, getRecordDescriptor(jobConf, hadoopClassFactory), jobConf, hadoopClassFactory);
+        initializeSplitInfo(splits);
+        this.selfRead = true;
+    }
+
+    public static RecordDescriptor getRecordDescriptor(JobConf conf, IHadoopClassFactory hadoopClassFactory) {
+        RecordDescriptor recordDescriptor = null;
+        String mapOutputKeyClassName = conf.getMapOutputKeyClass().getName();
+        String mapOutputValueClassName = conf.getMapOutputValueClass().getName();
+        try {
+            if (hadoopClassFactory == null) {
+                recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                        (Class<? extends Writable>) Class.forName(mapOutputKeyClassName),
+                        (Class<? extends Writable>) Class.forName(mapOutputValueClassName));
+            } else {
+                recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                        (Class<? extends Writable>) hadoopClassFactory.loadClass(mapOutputKeyClassName),
+                        (Class<? extends Writable>) hadoopClassFactory.loadClass(mapOutputValueClassName));
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+        return recordDescriptor;
+    }
+
+    private Object createMapper(JobConf conf) throws Exception {
+        Object mapper;
+        if (mapperClass != null) {
+            return ReflectionUtils.newInstance(mapperClass, conf);
+        } else {
+            String mapperClassName = null;
+            if (jobConf.getUseNewMapper()) {
+                JobContext jobContext = new ContextFactory().createJobContext(conf);
+                mapperClass = jobContext.getMapperClass();
+                mapperClassName = mapperClass.getName();
+            } else {
+                mapperClass = conf.getMapperClass();
+                mapperClassName = mapperClass.getName();
+            }
+            mapper = getHadoopClassFactory().createMapper(mapperClassName, conf);
+        }
+        return mapper;
+    }
+
+    private Object getRecordReader(JobConf conf, Object inputSplit) throws ClassNotFoundException, IOException,
+            InterruptedException {
+        if (conf.getUseNewMapper()) {
+            JobContext context = new ContextFactory().createJobContext(conf);
+            org.apache.hadoop.mapreduce.InputFormat inputFormat = (org.apache.hadoop.mapreduce.InputFormat) ReflectionUtils
+                    .newInstance(context.getInputFormatClass(), conf);
+            TaskAttemptContext taskAttemptContext = new ContextFactory().createContext(conf, new TaskAttemptID());
+            return inputFormat.createRecordReader((org.apache.hadoop.mapreduce.InputSplit) inputSplit,
+                    taskAttemptContext);
+        } else {
+            Class inputFormatClass = conf.getInputFormat().getClass();
+            InputFormat inputFormat = (InputFormat) ReflectionUtils.newInstance(inputFormatClass, conf);
+            return inputFormat.getRecordReader((org.apache.hadoop.mapred.InputSplit) inputSplit, conf,
+                    super.createReporter());
+        }
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+
+        JobConf conf = getJobConf();
+        Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+        try {
+            if (selfRead) {
+                RecordDescriptor recordDescriptor = null;
+                if (inputSplits == null) {
+                    inputSplits = inputSplitsProxy.toInputSplits(conf);
+                }
+                Object reader = getRecordReader(conf, inputSplits[partition]);
+                if (conf.getUseNewMapper()) {
+                    org.apache.hadoop.mapreduce.RecordReader newReader = (org.apache.hadoop.mapreduce.RecordReader) reader;
+                    newReader.initialize((org.apache.hadoop.mapreduce.InputSplit) inputSplits[partition],
+                            new ContextFactory().createContext(conf, new TaskAttemptID()));
+                    newReader.nextKeyValue();
+                    Object key = newReader.getCurrentKey();
+                    Class keyClass = null;
+                    if (key == null) {
+                        keyClass = Class.forName("org.apache.hadoop.io.NullWritable");
+                    }
+                    recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                            (Class<? extends Writable>) keyClass, (Class<? extends Writable>) newReader
+                                    .getCurrentValue().getClass());
+                } else {
+                    RecordReader oldReader = (RecordReader) reader;
+                    recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                            (Class<? extends Writable>) oldReader.createKey().getClass(),
+                            (Class<? extends Writable>) oldReader.createValue().getClass());
+                }
+                return createSelfReadingMapper(ctx, recordDescriptor, partition);
+            } else {
+                return new DeserializedOperatorNodePushable(ctx, new MapperOperator(partition),
+                        recordDescProvider.getInputRecordDescriptor(this.activityNodeId, 0));
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    private IOperatorNodePushable createSelfReadingMapper(final IHyracksTaskContext ctx,
+            final RecordDescriptor recordDescriptor, final int partition) {
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            @Override
+            public void initialize() throws HyracksDataException {
+                SerializingDataWriter writer = new SerializingDataWriter(ctx, recordDescriptor, this.writer);
+                ReaderMapperOperator readMapOp = new ReaderMapperOperator(partition, writer);
+                try {
+                    readMapOp.mapInput();
+                } catch (Exception e) {
+                    writer.fail();
+                    throw new HyracksDataException(e);
+                } finally {
+                    readMapOp.close();
+                }
+            }
+        };
+    }
+
+    public Class<? extends Mapper> getMapperClass() {
+        return mapperClass;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReadOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReadOperatorDescriptor.java
new file mode 100644
index 0000000..2467c2a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReadOperatorDescriptor.java
@@ -0,0 +1,240 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.Counters.Counter;
+import org.apache.hadoop.mapred.InputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.RecordReader;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapred.SequenceFileRecordReader;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.dataflow.hadoop.util.InputSplitsProxy;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.hdfs.ContextFactory;
+
+public class HadoopReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private String inputFormatClassName;
+    private Map<String, String> jobConfMap;
+    private InputSplitsProxy inputSplitsProxy;
+    private transient JobConf jobConf;
+
+    public JobConf getJobConf() {
+        if (jobConf == null) {
+            jobConf = DatatypeHelper.map2JobConf(jobConfMap);
+        }
+        return jobConf;
+    }
+
+    public HadoopReadOperatorDescriptor(JobConf jobConf, JobSpecification spec, Object[] splits) throws IOException {
+        super(spec, 0, 1);
+        this.jobConfMap = DatatypeHelper.jobConf2Map(jobConf);
+        InputFormat inputFormat = jobConf.getInputFormat();
+        RecordReader recordReader;
+        try {
+            recordReader = getRecordReader(DatatypeHelper.map2JobConf(jobConfMap), splits[0]);
+        } catch (Exception e) {
+            throw new IOException(e);
+        }
+        recordDescriptors[0] = DatatypeHelper.createKeyValueRecordDescriptor((Class<? extends Writable>) recordReader
+                .createKey().getClass(), (Class<? extends Writable>) recordReader.createValue().getClass());
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, this, splits.length);
+        inputSplitsProxy = new InputSplitsProxy(jobConf, splits);
+        this.inputFormatClassName = inputFormat.getClass().getName();
+    }
+
+    private RecordReader getRecordReader(JobConf conf, Object inputSplit) throws ClassNotFoundException, IOException,
+            InterruptedException {
+        RecordReader hadoopRecordReader = null;
+        if (conf.getUseNewMapper()) {
+            JobContext context = new ContextFactory().createJobContext(conf);
+            org.apache.hadoop.mapreduce.InputFormat inputFormat = (org.apache.hadoop.mapreduce.InputFormat) ReflectionUtils
+                    .newInstance(context.getInputFormatClass(), conf);
+            TaskAttemptContext taskAttemptContext = new ContextFactory().createContext(jobConf, null);
+            hadoopRecordReader = (RecordReader) inputFormat.createRecordReader(
+                    (org.apache.hadoop.mapreduce.InputSplit) inputSplit, taskAttemptContext);
+        } else {
+            Class inputFormatClass = conf.getInputFormat().getClass();
+            InputFormat inputFormat = (InputFormat) ReflectionUtils.newInstance(inputFormatClass, conf);
+            hadoopRecordReader = (RecordReader) inputFormat.getRecordReader(
+                    (org.apache.hadoop.mapred.InputSplit) inputSplit, conf, createReporter());
+        }
+        return hadoopRecordReader;
+    }
+
+    public Object[] getInputSplits() throws InstantiationException, IllegalAccessException, IOException {
+        return inputSplitsProxy.toInputSplits(getJobConf());
+    }
+
+    protected Reporter createReporter() {
+        return new Reporter() {
+            @Override
+            public Counter getCounter(Enum<?> name) {
+                return null;
+            }
+
+            @Override
+            public Counter getCounter(String group, String name) {
+                return null;
+            }
+
+            @Override
+            public InputSplit getInputSplit() throws UnsupportedOperationException {
+                return null;
+            }
+
+            @Override
+            public void incrCounter(Enum<?> key, long amount) {
+
+            }
+
+            @Override
+            public void incrCounter(String group, String counter, long amount) {
+
+            }
+
+            @Override
+            public void progress() {
+
+            }
+
+            @Override
+            public void setStatus(String status) {
+
+            }
+
+            @Override
+            public float getProgress() {
+                // TODO Auto-generated method stub
+                return 0;
+            }
+        };
+    }
+
+    @SuppressWarnings("deprecation")
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions)
+            throws HyracksDataException {
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            @Override
+            public void initialize() throws HyracksDataException {
+                try {
+                    JobConf conf = DatatypeHelper.map2JobConf((HashMap) jobConfMap);
+                    Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                    conf.setClassLoader(this.getClass().getClassLoader());
+                    RecordReader hadoopRecordReader;
+                    Object key;
+                    Object value;
+                    Object[] splits = inputSplitsProxy.toInputSplits(conf);
+                    Object inputSplit = splits[partition];
+
+                    if (conf.getUseNewMapper()) {
+                        JobContext context = new ContextFactory().createJobContext(conf);
+                        org.apache.hadoop.mapreduce.InputFormat inputFormat = (org.apache.hadoop.mapreduce.InputFormat) ReflectionUtils
+                                .newInstance(context.getInputFormatClass(), conf);
+                        TaskAttemptContext taskAttemptContext = new ContextFactory().createContext(jobConf, null);
+                        hadoopRecordReader = (RecordReader) inputFormat.createRecordReader(
+                                (org.apache.hadoop.mapreduce.InputSplit) inputSplit, taskAttemptContext);
+                    } else {
+                        Class inputFormatClass = conf.getInputFormat().getClass();
+                        InputFormat inputFormat = (InputFormat) ReflectionUtils.newInstance(inputFormatClass, conf);
+                        hadoopRecordReader = (RecordReader) inputFormat.getRecordReader(
+                                (org.apache.hadoop.mapred.InputSplit) inputSplit, conf, createReporter());
+                    }
+
+                    Class inputKeyClass;
+                    Class inputValueClass;
+                    if (hadoopRecordReader instanceof SequenceFileRecordReader) {
+                        inputKeyClass = ((SequenceFileRecordReader) hadoopRecordReader).getKeyClass();
+                        inputValueClass = ((SequenceFileRecordReader) hadoopRecordReader).getValueClass();
+                    } else {
+                        inputKeyClass = hadoopRecordReader.createKey().getClass();
+                        inputValueClass = hadoopRecordReader.createValue().getClass();
+                    }
+
+                    key = hadoopRecordReader.createKey();
+                    value = hadoopRecordReader.createValue();
+                    FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+                    RecordDescriptor outputRecordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                            (Class<? extends Writable>) hadoopRecordReader.createKey().getClass(),
+                            (Class<? extends Writable>) hadoopRecordReader.createValue().getClass());
+                    int nFields = outputRecordDescriptor.getFieldCount();
+                    ArrayTupleBuilder tb = new ArrayTupleBuilder(nFields);
+                    writer.open();
+                    try {
+                        while (hadoopRecordReader.next(key, value)) {
+                            tb.reset();
+                            switch (nFields) {
+                                case 2:
+                                    tb.addField(outputRecordDescriptor.getFields()[0], key);
+                                case 1:
+                                    tb.addField(outputRecordDescriptor.getFields()[1], value);
+                            }
+                            FrameUtils
+                                    .appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(),
+                                            0, tb.getSize());
+                        }
+                        appender.flush(writer, true);
+                    } catch (Exception e) {
+                        writer.fail();
+                        throw new HyracksDataException(e);
+                    } finally {
+                        writer.close();
+                    }
+                    hadoopRecordReader.close();
+                } catch (InstantiationException e) {
+                    throw new HyracksDataException(e);
+                } catch (IllegalAccessException e) {
+                    throw new HyracksDataException(e);
+                } catch (ClassNotFoundException e) {
+                    throw new HyracksDataException(e);
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReducerOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReducerOperatorDescriptor.java
new file mode 100644
index 0000000..6913876
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopReducerOperatorDescriptor.java
@@ -0,0 +1,422 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop;
+
+import java.io.IOException;
+import java.util.Iterator;
+import java.util.NoSuchElementException;
+
+import org.apache.hadoop.io.DataInputBuffer;
+import org.apache.hadoop.io.RawComparator;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.io.WritableComparable;
+import org.apache.hadoop.io.WritableComparator;
+import org.apache.hadoop.mapred.Counters.Counter;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.RawKeyValueIterator;
+import org.apache.hadoop.mapred.Reducer;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.util.Progress;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IDataReader;
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IComparator;
+import org.apache.hyracks.api.dataflow.value.IComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.hadoop.data.KeyComparatorFactory;
+import org.apache.hyracks.dataflow.hadoop.data.RawComparingComparatorFactory;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.dataflow.hadoop.util.IHadoopClassFactory;
+import org.apache.hyracks.dataflow.hadoop.util.MRContextUtil;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.group.DeserializedPreclusteredGroupOperator;
+import org.apache.hyracks.dataflow.std.group.IGroupAggregator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+import org.apache.hyracks.hdfs.ContextFactory;
+
+public class HadoopReducerOperatorDescriptor<K2, V2, K3, V3> extends AbstractHadoopOperatorDescriptor {
+    private class ReducerAggregator implements IGroupAggregator {
+        private Object reducer;
+        private DataWritingOutputCollector<K3, V3> output;
+        private Reporter reporter;
+        private ReducerContext reducerContext;
+        RawKeyValueIterator rawKeyValueIterator = new RawKeyValueIterator() {
+
+            @Override
+            public boolean next() throws IOException {
+                return false;
+            }
+
+            @Override
+            public DataInputBuffer getValue() throws IOException {
+                return null;
+            }
+
+            @Override
+            public Progress getProgress() {
+                return null;
+            }
+
+            @Override
+            public DataInputBuffer getKey() throws IOException {
+                return null;
+            }
+
+            @Override
+            public void close() throws IOException {
+
+            }
+        };
+
+        class ReducerContext extends org.apache.hadoop.mapreduce.lib.reduce.WrappedReducer.Context {
+            private HadoopReducerOperatorDescriptor.ValueIterator iterator;
+
+            @SuppressWarnings("unchecked")
+            ReducerContext(org.apache.hadoop.mapreduce.Reducer reducer, JobConf conf) throws IOException,
+                    InterruptedException, ClassNotFoundException {
+                ((org.apache.hadoop.mapreduce.lib.reduce.WrappedReducer) reducer).super(new MRContextUtil()
+                        .createReduceContext(conf, new TaskAttemptID(), rawKeyValueIterator, null, null, null, null,
+                                null, null, Class.forName("org.apache.hadoop.io.NullWritable"),
+                                Class.forName("org.apache.hadoop.io.NullWritable")));
+            }
+
+            public void setIterator(HadoopReducerOperatorDescriptor.ValueIterator iter) {
+                iterator = iter;
+            }
+
+            @Override
+            public Iterable<V2> getValues() throws IOException, InterruptedException {
+                return new Iterable<V2>() {
+                    @Override
+                    public Iterator<V2> iterator() {
+                        return iterator;
+                    }
+                };
+            }
+
+            /** Start processing next unique key. */
+            @Override
+            public boolean nextKey() throws IOException, InterruptedException {
+                boolean hasMore = iterator.hasNext();
+                if (hasMore) {
+                    nextKeyValue();
+                }
+                return hasMore;
+            }
+
+            /**
+             * Advance to the next key/value pair.
+             */
+            @Override
+            public boolean nextKeyValue() throws IOException, InterruptedException {
+                iterator.next();
+                return true;
+            }
+
+            public Object getCurrentKey() {
+                return iterator.getKey();
+            }
+
+            @Override
+            public Object getCurrentValue() {
+                return iterator.getValue();
+            }
+
+            /**
+             * Generate an output key/value pair.
+             */
+            @Override
+            public void write(Object key, Object value) throws IOException, InterruptedException {
+                output.collect(key, value);
+            }
+
+        }
+
+        public ReducerAggregator(Object reducer) throws HyracksDataException {
+            this.reducer = reducer;
+            initializeReducer();
+            output = new DataWritingOutputCollector<K3, V3>();
+            reporter = new Reporter() {
+                @Override
+                public void progress() {
+
+                }
+
+                @Override
+                public void setStatus(String arg0) {
+
+                }
+
+                @Override
+                public void incrCounter(String arg0, String arg1, long arg2) {
+
+                }
+
+                @Override
+                public void incrCounter(Enum<?> arg0, long arg1) {
+
+                }
+
+                @Override
+                public InputSplit getInputSplit() throws UnsupportedOperationException {
+                    return null;
+                }
+
+                @Override
+                public Counter getCounter(String arg0, String arg1) {
+                    return null;
+                }
+
+                @Override
+                public Counter getCounter(Enum<?> arg0) {
+                    return null;
+                }
+
+                @Override
+                public float getProgress() {
+                    // TODO Auto-generated method stub
+                    return 0;
+                }
+            };
+        }
+
+        @Override
+        public void aggregate(IDataReader<Object[]> reader, IDataWriter<Object[]> writer) throws HyracksDataException {
+            Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+            ValueIterator i = new ValueIterator();
+            i.reset(reader);
+            output.setWriter(writer);
+            try {
+                if (jobConf.getUseNewReducer()) {
+                    try {
+                        reducerContext.setIterator(i);
+                        ((org.apache.hadoop.mapreduce.Reducer) reducer).run(reducerContext);
+                    } catch (InterruptedException e) {
+                        e.printStackTrace();
+                        throw new HyracksDataException(e);
+                    }
+                } else {
+                    ((org.apache.hadoop.mapred.Reducer) reducer).reduce(i.getKey(), i, output, reporter);
+                }
+            } catch (IOException e) {
+                e.printStackTrace();
+            }
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            // -- - close - --
+            try {
+                if (!jobConf.getUseNewMapper()) {
+                    ((org.apache.hadoop.mapred.Reducer) reducer).close();
+                }
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        private void initializeReducer() throws HyracksDataException {
+            jobConf.setClassLoader(this.getClass().getClassLoader());
+            if (!jobConf.getUseNewReducer()) {
+                ((org.apache.hadoop.mapred.Reducer) reducer).configure(getJobConf());
+            } else {
+                try {
+                    reducerContext = new ReducerContext((org.apache.hadoop.mapreduce.Reducer) reducer, jobConf);
+                } catch (IOException e) {
+                    e.printStackTrace();
+                    throw new HyracksDataException(e);
+                } catch (InterruptedException e) {
+                    e.printStackTrace();
+                    throw new HyracksDataException(e);
+                } catch (RuntimeException e) {
+                    e.printStackTrace();
+                } catch (ClassNotFoundException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+    }
+
+    private class ValueIterator implements Iterator<V2> {
+        private IDataReader<Object[]> reader;
+        private K2 key;
+        private V2 value;
+
+        public K2 getKey() {
+            return key;
+        }
+
+        public V2 getValue() {
+            return value;
+        }
+
+        @Override
+        public boolean hasNext() {
+            if (value == null) {
+                Object[] tuple;
+                try {
+                    tuple = reader.readData();
+                } catch (Exception e) {
+                    throw new RuntimeException(e);
+                }
+                if (tuple != null) {
+                    value = (V2) tuple[1];
+                }
+            }
+            return value != null;
+        }
+
+        @Override
+        public V2 next() {
+            if (!hasNext()) {
+                throw new NoSuchElementException();
+            }
+            V2 v = value;
+            value = null;
+            return v;
+        }
+
+        @Override
+        public void remove() {
+            throw new UnsupportedOperationException();
+        }
+
+        void reset(IDataReader<Object[]> reader) {
+            this.reader = reader;
+            try {
+                Object[] tuple = reader.readData();
+                key = (K2) tuple[0];
+                value = (V2) tuple[1];
+            } catch (Exception e) {
+                throw new RuntimeException(e);
+            }
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+    private Class reducerClass;
+    private IComparatorFactory comparatorFactory;
+    private boolean useAsCombiner = false;
+
+    public HadoopReducerOperatorDescriptor(IOperatorDescriptorRegistry spec, JobConf conf,
+            IComparatorFactory comparatorFactory, IHadoopClassFactory classFactory, boolean useAsCombiner) {
+        super(spec, 1, getRecordDescriptor(conf, classFactory), conf, classFactory);
+        this.comparatorFactory = comparatorFactory;
+        this.useAsCombiner = useAsCombiner;
+    }
+
+    private Object createReducer() throws Exception {
+        if (reducerClass != null) {
+            return ReflectionUtils.newInstance(reducerClass, getJobConf());
+        } else {
+            Object reducer;
+            if (!useAsCombiner) {
+                if (getJobConf().getUseNewReducer()) {
+                    JobContext jobContext = new ContextFactory().createJobContext(getJobConf());
+                    reducerClass = (Class<? extends org.apache.hadoop.mapreduce.Reducer<?, ?, ?, ?>>) jobContext
+                            .getReducerClass();
+                } else {
+                    reducerClass = (Class<? extends Reducer>) getJobConf().getReducerClass();
+                }
+            } else {
+                if (getJobConf().getUseNewReducer()) {
+                    JobContext jobContext = new ContextFactory().createJobContext(getJobConf());
+                    reducerClass = (Class<? extends org.apache.hadoop.mapreduce.Reducer<?, ?, ?, ?>>) jobContext
+                            .getCombinerClass();
+                } else {
+                    reducerClass = (Class<? extends Reducer>) getJobConf().getCombinerClass();
+                }
+            }
+            reducer = getHadoopClassFactory().createReducer(reducerClass.getName(), getJobConf());
+            return reducer;
+        }
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        try {
+            if (this.comparatorFactory == null) {
+                String comparatorClassName = getJobConf().getOutputValueGroupingComparator().getClass().getName();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                RawComparator rawComparator = null;
+                if (comparatorClassName != null) {
+                    Class comparatorClazz = getHadoopClassFactory().loadClass(comparatorClassName);
+                    this.comparatorFactory = new KeyComparatorFactory(comparatorClazz);
+
+                } else {
+                    String mapOutputKeyClass = getJobConf().getMapOutputKeyClass().getName();
+                    if (getHadoopClassFactory() != null) {
+                        rawComparator = WritableComparator.get(getHadoopClassFactory().loadClass(mapOutputKeyClass));
+                    } else {
+                        rawComparator = WritableComparator.get((Class<? extends WritableComparable>) Class
+                                .forName(mapOutputKeyClass));
+                    }
+                    this.comparatorFactory = new RawComparingComparatorFactory(rawComparator.getClass());
+                }
+            }
+            IOpenableDataWriterOperator op = new DeserializedPreclusteredGroupOperator(new int[] { 0 },
+                    new IComparator[] { comparatorFactory.createComparator() }, new ReducerAggregator(createReducer()));
+            return new DeserializedOperatorNodePushable(ctx, op, recordDescProvider.getInputRecordDescriptor(
+                    getActivityId(), 0));
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    public static RecordDescriptor getRecordDescriptor(JobConf conf, IHadoopClassFactory classFactory) {
+        String outputKeyClassName = null;
+        String outputValueClassName = null;
+
+        if (conf.getUseNewMapper()) {
+            JobContext context = new ContextFactory().createJobContext(conf);
+            outputKeyClassName = context.getOutputKeyClass().getName();
+            outputValueClassName = context.getOutputValueClass().getName();
+        } else {
+            outputKeyClassName = conf.getOutputKeyClass().getName();
+            outputValueClassName = conf.getOutputValueClass().getName();
+        }
+
+        RecordDescriptor recordDescriptor = null;
+        try {
+            if (classFactory == null) {
+                recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                        (Class<? extends Writable>) Class.forName(outputKeyClassName),
+                        (Class<? extends Writable>) Class.forName(outputValueClassName));
+            } else {
+                recordDescriptor = DatatypeHelper.createKeyValueRecordDescriptor(
+                        (Class<? extends Writable>) classFactory.loadClass(outputKeyClassName),
+                        (Class<? extends Writable>) classFactory.loadClass(outputValueClassName));
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            return null;
+        }
+        return recordDescriptor;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopWriteOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopWriteOperatorDescriptor.java
new file mode 100644
index 0000000..5709082
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/HadoopWriteOperatorDescriptor.java
@@ -0,0 +1,245 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapred.Counters.Counter;
+import org.apache.hadoop.mapred.FileOutputCommitter;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hadoop.mapred.lib.NullOutputFormat;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.util.Progressable;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.dataflow.std.file.AbstractFileWriteOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IRecordWriter;
+import org.apache.hyracks.hdfs.ContextFactory;
+
+public class HadoopWriteOperatorDescriptor extends AbstractFileWriteOperatorDescriptor {
+
+    private class HadoopFileWriter implements IRecordWriter {
+
+        Object recordWriter;
+        JobConf conf;
+        Path finalOutputFile;
+        Path tempOutputFile;
+        Path tempDir;
+
+        HadoopFileWriter(Object recordWriter, int index, JobConf conf) throws Exception {
+            this.recordWriter = recordWriter;
+            this.conf = conf;
+            initialize(index, conf);
+        }
+
+        private void initialize(int index, JobConf conf) throws Exception {
+            if (!(conf.getOutputFormat() instanceof NullOutputFormat)) {
+                boolean isMap = conf.getNumReduceTasks() == 0;
+                TaskAttemptID taskAttempId = new TaskAttemptID("0", index, isMap, index, index);
+                conf.set("mapred.task.id", taskAttempId.toString());
+                String suffix = new String("part-00000");
+                suffix = new String(suffix.substring(0, suffix.length() - ("" + index).length()));
+                suffix = suffix + index;
+                outputPath = new Path(conf.get("mapred.output.dir"));
+                tempDir = new Path(outputPath, FileOutputCommitter.TEMP_DIR_NAME);
+                FileSystem fileSys = tempDir.getFileSystem(conf);
+                if (!fileSys.mkdirs(tempDir)) {
+                    throw new IOException("Mkdirs failed to create " + tempDir.toString());
+                }
+                tempOutputFile = new Path(tempDir, new Path("_" + taskAttempId.toString()));
+                tempOutputFile = new Path(tempOutputFile, suffix);
+                finalOutputFile = new Path(outputPath, suffix);
+                if (conf.getUseNewMapper()) {
+                    org.apache.hadoop.mapreduce.JobContext jobContext = new ContextFactory().createJobContext(conf);
+                    org.apache.hadoop.mapreduce.OutputFormat newOutputFormat = (org.apache.hadoop.mapreduce.OutputFormat) ReflectionUtils
+                            .newInstance(jobContext.getOutputFormatClass(), conf);
+                    recordWriter = newOutputFormat.getRecordWriter(new ContextFactory().createContext(conf,
+                            taskAttempId));
+                } else {
+                    recordWriter = conf.getOutputFormat().getRecordWriter(FileSystem.get(conf), conf, suffix,
+                            new Progressable() {
+                                @Override
+                                public void progress() {
+                                }
+                            });
+                }
+            }
+        }
+
+        @Override
+        public void write(Object[] record) throws Exception {
+            if (recordWriter != null) {
+                if (conf.getUseNewMapper()) {
+                    ((org.apache.hadoop.mapreduce.RecordWriter) recordWriter).write(record[0], record[1]);
+                } else {
+                    ((org.apache.hadoop.mapred.RecordWriter) recordWriter).write(record[0], record[1]);
+                }
+            }
+        }
+
+        @Override
+        public void close() {
+            try {
+                if (recordWriter != null) {
+                    if (conf.getUseNewMapper()) {
+                        ((org.apache.hadoop.mapreduce.RecordWriter) recordWriter).close(new ContextFactory()
+                                .createContext(conf, new TaskAttemptID()));
+                    } else {
+                        ((org.apache.hadoop.mapred.RecordWriter) recordWriter).close(null);
+                    }
+                    if (outputPath != null) {
+                        FileSystem fileSystem = FileSystem.get(conf);
+                        fileSystem.rename(tempOutputFile, finalOutputFile);
+                        fileSystem.delete(tempDir, true);
+                    }
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+    Map<String, String> jobConfMap;
+
+    @Override
+    protected IRecordWriter createRecordWriter(FileSplit fileSplit, int index) throws Exception {
+        JobConf conf = DatatypeHelper.map2JobConf((HashMap) jobConfMap);
+        conf.setClassLoader(this.getClass().getClassLoader());
+        Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+        FileSystem fileSystem = FileSystem.get(conf);
+        Object recordWriter = null;
+        return new HadoopFileWriter(recordWriter, index, conf);
+    }
+
+    Path outputPath;
+    Path outputTempPath;
+
+    protected Reporter createReporter() {
+        return new Reporter() {
+            @Override
+            public Counter getCounter(Enum<?> name) {
+                return null;
+            }
+
+            @Override
+            public Counter getCounter(String group, String name) {
+                return null;
+            }
+
+            @Override
+            public InputSplit getInputSplit() throws UnsupportedOperationException {
+                return null;
+            }
+
+            @Override
+            public void incrCounter(Enum<?> key, long amount) {
+
+            }
+
+            @Override
+            public void incrCounter(String group, String counter, long amount) {
+
+            }
+
+            @Override
+            public void progress() {
+
+            }
+
+            @Override
+            public void setStatus(String status) {
+
+            }
+
+            @Override
+            public float getProgress() {
+                // TODO Auto-generated method stub
+                return 0;
+            }
+        };
+    }
+
+    private boolean checkIfCanWriteToHDFS(FileSplit[] fileSplits) throws Exception {
+        JobConf conf = DatatypeHelper.map2JobConf((HashMap) jobConfMap);
+        try {
+            FileSystem fileSystem = FileSystem.get(conf);
+            for (FileSplit fileSplit : fileSplits) {
+                Path path = new Path(fileSplit.getLocalFile().getFile().getPath());
+                if (fileSystem.exists(path)) {
+                    throw new Exception(" Output path :  already exists : " + path);
+                }
+            }
+        } catch (IOException ioe) {
+            ioe.printStackTrace();
+            throw ioe;
+        }
+        return true;
+    }
+
+    private static FileSplit[] getOutputSplits(JobConf conf, int noOfMappers) throws ClassNotFoundException {
+        int numOutputters = conf.getNumReduceTasks() != 0 ? conf.getNumReduceTasks() : noOfMappers;
+        Object outputFormat = null;
+        if (conf.getUseNewMapper()) {
+            outputFormat = ReflectionUtils.newInstance(new ContextFactory().createJobContext(conf)
+                    .getOutputFormatClass(), conf);
+        } else {
+            outputFormat = conf.getOutputFormat();
+        }
+        if (outputFormat instanceof NullOutputFormat) {
+            FileSplit[] outputFileSplits = new FileSplit[numOutputters];
+            for (int i = 0; i < numOutputters; i++) {
+                String outputPath = "/tmp/" + System.currentTimeMillis() + i;
+                outputFileSplits[i] = new FileSplit("localhost", new FileReference(new File(outputPath)));
+            }
+            return outputFileSplits;
+        } else {
+
+            FileSplit[] outputFileSplits = new FileSplit[numOutputters];
+            String absolutePath = FileOutputFormat.getOutputPath(conf).toString();
+            for (int index = 0; index < numOutputters; index++) {
+                String suffix = new String("part-00000");
+                suffix = new String(suffix.substring(0, suffix.length() - ("" + index).length()));
+                suffix = suffix + index;
+                String outputPath = absolutePath + "/" + suffix;
+                outputFileSplits[index] = new FileSplit("localhost", outputPath);
+            }
+            return outputFileSplits;
+        }
+    }
+
+    public HadoopWriteOperatorDescriptor(IOperatorDescriptorRegistry jobSpec, JobConf jobConf, int numMapTasks)
+            throws Exception {
+        super(jobSpec, getOutputSplits(jobConf, numMapTasks));
+        this.jobConfMap = DatatypeHelper.jobConf2Map(jobConf);
+        checkIfCanWriteToHDFS(super.splits);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/AbstractClassBasedDelegate.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/AbstractClassBasedDelegate.java
new file mode 100644
index 0000000..62c37ed
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/AbstractClassBasedDelegate.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import java.io.ObjectStreamException;
+import java.io.Serializable;
+
+public class AbstractClassBasedDelegate<T> implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private Class<? extends T> klass;
+    protected transient T instance;
+
+    public AbstractClassBasedDelegate(Class<? extends T> klass) {
+        this.klass = klass;
+        init();
+    }
+
+    protected Object readResolve() throws ObjectStreamException {
+        init();
+        return this;
+    }
+
+    private void init() {
+        try {
+            instance = klass.newInstance();
+        } catch (InstantiationException e) {
+            throw new RuntimeException(e);
+        } catch (IllegalAccessException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopHashTuplePartitionComputerFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopHashTuplePartitionComputerFactory.java
new file mode 100644
index 0000000..fe8a612
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopHashTuplePartitionComputerFactory.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import java.io.DataInputStream;
+
+import org.apache.hadoop.io.Writable;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class HadoopHashTuplePartitionComputerFactory<K extends Writable> implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+    private final ISerializerDeserializer<K> keyIO;
+
+    public HadoopHashTuplePartitionComputerFactory(ISerializerDeserializer<K> keyIO) {
+        this.keyIO = keyIO;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        return new ITuplePartitionComputer() {
+            private final ByteBufferInputStream bbis = new ByteBufferInputStream();
+            private final DataInputStream dis = new DataInputStream(bbis);
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                int keyStart = accessor.getTupleStartOffset(tIndex) + accessor.getFieldSlotsLength()
+                        + accessor.getFieldStartOffset(tIndex, 0);
+                bbis.setByteBuffer(accessor.getBuffer(), keyStart);
+                K key = keyIO.deserialize(dis);
+                int h = key.hashCode();
+                if (h < 0) {
+                    h = -h;
+                }
+                return h % nParts;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopNewPartitionerTuplePartitionComputerFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopNewPartitionerTuplePartitionComputerFactory.java
new file mode 100644
index 0000000..b20c6e0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopNewPartitionerTuplePartitionComputerFactory.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import java.io.DataInputStream;
+
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapreduce.Partitioner;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class HadoopNewPartitionerTuplePartitionComputerFactory<K extends Writable, V extends Writable> extends
+        AbstractClassBasedDelegate<Partitioner<K, V>> implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+    private final ISerializerDeserializer<K> keyIO;
+    private final ISerializerDeserializer<V> valueIO;
+
+    public HadoopNewPartitionerTuplePartitionComputerFactory(Class<? extends Partitioner<K, V>> klass,
+            ISerializerDeserializer<K> keyIO, ISerializerDeserializer<V> valueIO) {
+        super(klass);
+        this.keyIO = keyIO;
+        this.valueIO = valueIO;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        return new ITuplePartitionComputer() {
+            private final ByteBufferInputStream bbis = new ByteBufferInputStream();
+            private final DataInputStream dis = new DataInputStream(bbis);
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                int keyStart = accessor.getTupleStartOffset(tIndex) + accessor.getFieldSlotsLength()
+                        + accessor.getFieldStartOffset(tIndex, 0);
+                bbis.setByteBuffer(accessor.getBuffer(), keyStart);
+                K key = keyIO.deserialize(dis);
+                int valueStart = accessor.getTupleStartOffset(tIndex) + accessor.getFieldSlotsLength()
+                        + accessor.getFieldStartOffset(tIndex, 1);
+                bbis.setByteBuffer(accessor.getBuffer(), valueStart);
+                V value = valueIO.deserialize(dis);
+                return instance.getPartition(key, value, nParts);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopPartitionerTuplePartitionComputerFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopPartitionerTuplePartitionComputerFactory.java
new file mode 100644
index 0000000..127eed9
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/HadoopPartitionerTuplePartitionComputerFactory.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import java.io.DataInputStream;
+
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.Partitioner;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class HadoopPartitionerTuplePartitionComputerFactory<K extends Writable, V extends Writable> extends
+        AbstractClassBasedDelegate<Partitioner<K, V>> implements ITuplePartitionComputerFactory {
+    private static final long serialVersionUID = 1L;
+    private final ISerializerDeserializer<K> keyIO;
+    private final ISerializerDeserializer<V> valueIO;
+
+    public HadoopPartitionerTuplePartitionComputerFactory(Class<? extends Partitioner<K, V>> klass,
+            ISerializerDeserializer<K> keyIO, ISerializerDeserializer<V> valueIO) {
+        super(klass);
+        this.keyIO = keyIO;
+        this.valueIO = valueIO;
+    }
+
+    @Override
+    public ITuplePartitionComputer createPartitioner() {
+        return new ITuplePartitionComputer() {
+            private final ByteBufferInputStream bbis = new ByteBufferInputStream();
+            private final DataInputStream dis = new DataInputStream(bbis);
+
+            @Override
+            public int partition(IFrameTupleAccessor accessor, int tIndex, int nParts) throws HyracksDataException {
+                int keyStart = accessor.getTupleStartOffset(tIndex) + accessor.getFieldSlotsLength()
+                        + accessor.getFieldStartOffset(tIndex, 0);
+                bbis.setByteBuffer(accessor.getBuffer(), keyStart);
+                K key = keyIO.deserialize(dis);
+                int valueStart = accessor.getTupleStartOffset(tIndex) + accessor.getFieldSlotsLength()
+                        + accessor.getFieldStartOffset(tIndex, 1);
+                bbis.setByteBuffer(accessor.getBuffer(), valueStart);
+                V value = valueIO.deserialize(dis);
+                return instance.getPartition(key, value, nParts);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyBinaryComparatorFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyBinaryComparatorFactory.java
new file mode 100644
index 0000000..b74fdde
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyBinaryComparatorFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import org.apache.hadoop.io.RawComparator;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.dataflow.common.util.ReflectionUtils;
+
+public class KeyBinaryComparatorFactory<T> implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private Class<? extends RawComparator<T>> cmpClass;
+
+    public KeyBinaryComparatorFactory(Class<? extends RawComparator<T>> cmpClass) {
+        this.cmpClass = cmpClass;
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        final RawComparator<T> instance = ReflectionUtils.createInstance(cmpClass);
+        return new IBinaryComparator() {
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                return instance.compare(b1, s1, l1, b2, s2, l2);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyComparatorFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyComparatorFactory.java
new file mode 100644
index 0000000..01024bd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/KeyComparatorFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import org.apache.hadoop.io.RawComparator;
+
+import org.apache.hyracks.api.dataflow.value.IComparator;
+import org.apache.hyracks.api.dataflow.value.IComparatorFactory;
+import org.apache.hyracks.dataflow.common.util.ReflectionUtils;
+
+public class KeyComparatorFactory<T> implements IComparatorFactory<T> {
+    private static final long serialVersionUID = 1L;
+    private Class<? extends RawComparator<T>> cmpClass;
+
+    public KeyComparatorFactory(Class<? extends RawComparator<T>> cmpClass) {
+        this.cmpClass = cmpClass;
+    }
+
+    @Override
+    public IComparator<T> createComparator() {
+        final RawComparator<T> instance = ReflectionUtils.createInstance(cmpClass);
+        return new IComparator<T>() {
+            @Override
+            public int compare(T o1, T o2) {
+                return instance.compare(o1, o2);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/RawComparingComparatorFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/RawComparingComparatorFactory.java
new file mode 100644
index 0000000..d2f0ead
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/RawComparingComparatorFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import org.apache.hadoop.io.RawComparator;
+import org.apache.hadoop.io.WritableComparable;
+
+import org.apache.hyracks.api.dataflow.value.IComparator;
+import org.apache.hyracks.api.dataflow.value.IComparatorFactory;
+import org.apache.hyracks.dataflow.common.util.ReflectionUtils;
+
+public class RawComparingComparatorFactory<T> implements IComparatorFactory<WritableComparable<T>> {
+    private Class<? extends RawComparator> klass;
+
+    public RawComparingComparatorFactory(Class<? extends RawComparator> klass) {
+        this.klass = klass;
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IComparator<WritableComparable<T>> createComparator() {
+        final RawComparator instance = ReflectionUtils.createInstance(klass);
+        return new IComparator<WritableComparable<T>>() {
+            @Override
+            public int compare(WritableComparable<T> o1, WritableComparable<T> o2) {
+                return instance.compare(o1, o2);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/WritableComparingBinaryComparatorFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/WritableComparingBinaryComparatorFactory.java
new file mode 100644
index 0000000..01f8755
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/data/WritableComparingBinaryComparatorFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.data;
+
+import org.apache.hadoop.io.RawComparator;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.dataflow.common.util.ReflectionUtils;
+
+public class WritableComparingBinaryComparatorFactory<T> implements IBinaryComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private Class<? extends RawComparator<T>> cmpClass;
+
+    public WritableComparingBinaryComparatorFactory(Class<? extends RawComparator<T>> cmpClass) {
+        this.cmpClass = cmpClass;
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        final RawComparator<T> instance = ReflectionUtils.createInstance(cmpClass);
+        return new IBinaryComparator() {
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                return instance.compare(b1, s1, l1, b2, s2, l2);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopHelper.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopHelper.java
new file mode 100644
index 0000000..b248bff
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopHelper.java
@@ -0,0 +1,276 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.io.RawComparator;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.OutputFormat;
+import org.apache.hadoop.mapreduce.Partitioner;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.hadoop.data.HadoopNewPartitionerTuplePartitionComputerFactory;
+import org.apache.hyracks.dataflow.hadoop.data.WritableComparingBinaryComparatorFactory;
+import org.apache.hyracks.dataflow.hadoop.util.DatatypeHelper;
+import org.apache.hyracks.hdfs.ContextFactory;
+
+public class HadoopHelper {
+    public static final int KEY_FIELD_INDEX = 0;
+    public static final int VALUE_FIELD_INDEX = 1;
+    public static final int BLOCKID_FIELD_INDEX = 2;
+    private static final int[] KEY_SORT_FIELDS = new int[] { 0 };
+
+    private MarshalledWritable<Configuration> mConfig;
+    private Configuration config;
+    private Job job;
+
+    public HadoopHelper(MarshalledWritable<Configuration> mConfig) throws HyracksDataException {
+        this.mConfig = mConfig;
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(getClass().getClassLoader());
+            config = mConfig.get();
+            config.setClassLoader(getClass().getClassLoader());
+            job = new Job(config);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public RecordDescriptor getMapOutputRecordDescriptor() throws HyracksDataException {
+        try {
+            return new RecordDescriptor(
+                    new ISerializerDeserializer[] {
+                            DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                                    .getMapOutputKeyClass()),
+                            DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                                    .getMapOutputValueClass()), IntegerSerializerDeserializer.INSTANCE });
+
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public RecordDescriptor getMapOutputRecordDescriptorWithoutExtraFields() throws HyracksDataException {
+        try {
+            return new RecordDescriptor(
+                    new ISerializerDeserializer[] {
+                            DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                                    .getMapOutputKeyClass()),
+                            DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                                    .getMapOutputValueClass()) });
+
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public TaskAttemptContext createTaskAttemptContext(TaskAttemptID taId) throws HyracksDataException {
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(config.getClassLoader());
+            return new ContextFactory().createContext(config, taId);
+        } catch (HyracksDataException e) {
+            e.printStackTrace();
+            throw new HyracksDataException(e);
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public JobContext createJobContext() {
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(config.getClassLoader());
+            return new ContextFactory().createJobContext(config);
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public <K1, V1, K2, V2> Mapper<K1, V1, K2, V2> getMapper() throws HyracksDataException {
+        try {
+            return (Mapper<K1, V1, K2, V2>) HadoopTools.newInstance(job.getMapperClass());
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        } catch (InstantiationException e) {
+            throw new HyracksDataException(e);
+        } catch (IllegalAccessException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public <K2, V2, K3, V3> Reducer<K2, V2, K3, V3> getReducer() throws HyracksDataException {
+        try {
+            return (Reducer<K2, V2, K3, V3>) HadoopTools.newInstance(job.getReducerClass());
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        } catch (InstantiationException e) {
+            throw new HyracksDataException(e);
+        } catch (IllegalAccessException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public <K2, V2> Reducer<K2, V2, K2, V2> getCombiner() throws HyracksDataException {
+        try {
+            return (Reducer<K2, V2, K2, V2>) HadoopTools.newInstance(job.getCombinerClass());
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        } catch (InstantiationException e) {
+            throw new HyracksDataException(e);
+        } catch (IllegalAccessException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public <K, V> InputFormat<K, V> getInputFormat() throws HyracksDataException {
+        try {
+            return (InputFormat<K, V>) ReflectionUtils.newInstance(job.getInputFormatClass(), config);
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public <K, V> List<InputSplit> getInputSplits() throws HyracksDataException {
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(getClass().getClassLoader());
+            InputFormat<K, V> fmt = getInputFormat();
+            JobContext jCtx = new ContextFactory().createJobContext(config);
+            try {
+                return fmt.getSplits(jCtx);
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public IBinaryComparatorFactory[] getSortComparatorFactories() {
+        WritableComparingBinaryComparatorFactory comparatorFactory = new WritableComparingBinaryComparatorFactory(job
+                .getSortComparator().getClass());
+
+        return new IBinaryComparatorFactory[] { comparatorFactory };
+    }
+
+    public IBinaryComparatorFactory[] getGroupingComparatorFactories() {
+        WritableComparingBinaryComparatorFactory comparatorFactory = new WritableComparingBinaryComparatorFactory(job
+                .getGroupingComparator().getClass());
+
+        return new IBinaryComparatorFactory[] { comparatorFactory };
+    }
+
+    public RawComparator<?> getRawGroupingComparator() {
+        return job.getGroupingComparator();
+    }
+
+    public int getSortFrameLimit(IHyracksCommonContext ctx) {
+        int sortMemory = job.getConfiguration().getInt("io.sort.mb", 100);
+        return (int) (((long) sortMemory * 1024 * 1024) / ctx.getInitialFrameSize());
+    }
+
+    public Job getJob() {
+        return job;
+    }
+
+    public MarshalledWritable<Configuration> getMarshalledConfiguration() {
+        return mConfig;
+    }
+
+    public Configuration getConfiguration() {
+        return config;
+    }
+
+    public ITuplePartitionComputerFactory getTuplePartitionComputer() throws HyracksDataException {
+        int nReducers = job.getNumReduceTasks();
+        try {
+            return new HadoopNewPartitionerTuplePartitionComputerFactory<Writable, Writable>(
+                    (Class<? extends Partitioner<Writable, Writable>>) job.getPartitionerClass(),
+                    (ISerializerDeserializer<Writable>) DatatypeHelper
+                            .createSerializerDeserializer((Class<? extends Writable>) job.getMapOutputKeyClass()),
+                    (ISerializerDeserializer<Writable>) DatatypeHelper
+                            .createSerializerDeserializer((Class<? extends Writable>) job.getMapOutputValueClass()));
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public int[] getSortFields() {
+        return KEY_SORT_FIELDS;
+    }
+
+    public <K> ISerializerDeserializer<K> getMapOutputKeySerializerDeserializer() {
+        return (ISerializerDeserializer<K>) DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                .getMapOutputKeyClass());
+    }
+
+    public <V> ISerializerDeserializer<V> getMapOutputValueSerializerDeserializer() {
+        return (ISerializerDeserializer<V>) DatatypeHelper.createSerializerDeserializer((Class<? extends Writable>) job
+                .getMapOutputValueClass());
+    }
+
+    public FileSystem getFilesystem() throws HyracksDataException {
+        try {
+            return FileSystem.get(config);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public <K, V> OutputFormat<K, V> getOutputFormat() throws HyracksDataException {
+        try {
+            return (OutputFormat<K, V>) ReflectionUtils.newInstance(job.getOutputFormatClass(), config);
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public boolean hasCombiner() throws HyracksDataException {
+        try {
+            return job.getCombinerClass() != null;
+        } catch (ClassNotFoundException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopTools.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopTools.java
new file mode 100644
index 0000000..fb86385
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HadoopTools.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+public class HadoopTools {
+    public static Object newInstance(String className) throws ClassNotFoundException, InstantiationException,
+            IllegalAccessException {
+        ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+        try {
+            Thread.currentThread().setContextClassLoader(HadoopTools.class.getClassLoader());
+            Class<?> clazz = Class.forName(className, true, HadoopTools.class.getClassLoader());
+            return newInstance(clazz);
+        } finally {
+            Thread.currentThread().setContextClassLoader(ctxCL);
+        }
+    }
+
+    public static Object newInstance(Class<?> clazz) throws InstantiationException, IllegalAccessException {
+        return clazz.newInstance();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HashPartitioningShuffleConnectorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HashPartitioningShuffleConnectorDescriptor.java
new file mode 100644
index 0000000..4892935
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/HashPartitioningShuffleConnectorDescriptor.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.util.BitSet;
+
+import org.apache.hadoop.conf.Configuration;
+
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractMToNConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+import org.apache.hyracks.dataflow.std.connectors.PartitionDataWriter;
+
+public class HashPartitioningShuffleConnectorDescriptor extends AbstractMToNConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final MarshalledWritable<Configuration> mConfig;
+
+    public HashPartitioningShuffleConnectorDescriptor(IConnectorDescriptorRegistry spec, MarshalledWritable<Configuration> mConfig) {
+        super(spec);
+        this.mConfig = mConfig;
+    }
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+            throws HyracksDataException {
+        HadoopHelper helper = new HadoopHelper(mConfig);
+        ITuplePartitionComputerFactory tpcf = helper.getTuplePartitionComputer();
+        return new PartitionDataWriter(ctx, nConsumerPartitions, edwFactory, recordDesc, tpcf.createPartitioner());
+    }
+
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            int receiverIndex, int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        BitSet expectedPartitions = new BitSet();
+        expectedPartitions.set(0, nProducerPartitions);
+        NonDeterministicChannelReader channelReader = new NonDeterministicChannelReader(nProducerPartitions,
+                expectedPartitions);
+        IFrameReader frameReader = new ShuffleFrameReader(ctx, channelReader, mConfig);
+        return new PartitionCollector(ctx, getConnectorId(), receiverIndex, expectedPartitions, frameReader,
+                channelReader);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProvider.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProvider.java
new file mode 100644
index 0000000..9cafaea
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IInputSplitProvider {
+    public InputSplit next() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProviderFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProviderFactory.java
new file mode 100644
index 0000000..87f7cd7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/IInputSplitProviderFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IInputSplitProviderFactory extends Serializable {
+    public IInputSplitProvider createInputSplitProvider(int id) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/InputFileSplit.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/InputFileSplit.java
new file mode 100644
index 0000000..d0e6ce2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/InputFileSplit.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.io.Text;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+
+public class InputFileSplit extends InputSplit implements Writable {
+    private Path file;
+    private long start;
+    private long length;
+    private int blockId;
+    private String[] hosts;
+    private long scheduleTime;
+
+    public InputFileSplit() {
+    }
+
+    public InputFileSplit(int blockId, Path file, long start, long length, String[] hosts, long schedule_time) {
+        this.blockId = blockId;
+        this.file = file;
+        this.start = start;
+        this.length = length;
+        this.hosts = hosts;
+        this.scheduleTime = schedule_time;
+    }
+
+    public int blockId() {
+        return blockId;
+    }
+
+    public long scheduleTime() {
+        return this.scheduleTime;
+    }
+
+    public Path getPath() {
+        return file;
+    }
+
+    /** The position of the first byte in the file to process. */
+    public long getStart() {
+        return start;
+    }
+
+    /** The number of bytes in the file to process. */
+    @Override
+    public long getLength() {
+        return length;
+    }
+
+    @Override
+    public String toString() {
+        return file + ":" + start + "+" + length;
+    }
+
+    @Override
+    public void write(DataOutput out) throws IOException {
+        Text.writeString(out, file.toString());
+        out.writeLong(start);
+        out.writeLong(length);
+        out.writeInt(blockId);
+        out.writeLong(this.scheduleTime);
+    }
+
+    @Override
+    public void readFields(DataInput in) throws IOException {
+        file = new Path(Text.readString(in));
+        start = in.readLong();
+        length = in.readLong();
+        hosts = null;
+        this.blockId = in.readInt();
+        this.scheduleTime = in.readLong();
+    }
+
+    @Override
+    public String[] getLocations() throws IOException {
+        if (this.hosts == null) {
+            return new String[] {};
+        } else {
+            return this.hosts;
+        }
+    }
+
+    public FileSplit toFileSplit() {
+        return new FileSplit(file, start, length, hosts);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/KVIterator.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/KVIterator.java
new file mode 100644
index 0000000..3f02279
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/KVIterator.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.IOException;
+import java.util.List;
+
+import org.apache.hadoop.io.DataInputBuffer;
+import org.apache.hadoop.mapred.RawKeyValueIterator;
+import org.apache.hadoop.util.Progress;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public class KVIterator implements RawKeyValueIterator {
+    private final HadoopHelper helper;
+    private FrameTupleAccessor accessor;
+    private DataInputBuffer kBuffer;
+    private DataInputBuffer vBuffer;
+    private List<IFrame> buffers;
+    private int bSize;
+    private int bPtr;
+    private int tIdx;
+    private boolean eog;
+
+    public KVIterator(HadoopHelper helper, RecordDescriptor recordDescriptor) {
+        this.helper = helper;
+        accessor = new FrameTupleAccessor(recordDescriptor);
+        kBuffer = new DataInputBuffer();
+        vBuffer = new DataInputBuffer();
+    }
+
+    void reset(List<IFrame> buffers, int bSize) {
+        this.buffers = buffers;
+        this.bSize = bSize;
+        bPtr = 0;
+        tIdx = 0;
+        eog = false;
+        if (bSize > 0) {
+            accessor.reset(buffers.get(0).getBuffer());
+            tIdx = -1;
+        } else {
+            eog = true;
+        }
+    }
+
+    @Override
+    public DataInputBuffer getKey() throws IOException {
+        return kBuffer;
+    }
+
+    @Override
+    public DataInputBuffer getValue() throws IOException {
+        return vBuffer;
+    }
+
+    @Override
+    public boolean next() throws IOException {
+        while (true) {
+            if (eog) {
+                return false;
+            }
+            ++tIdx;
+            if (accessor.getTupleCount() <= tIdx) {
+                ++bPtr;
+                if (bPtr >= bSize) {
+                    eog = true;
+                    continue;
+                }
+                tIdx = -1;
+                accessor.reset(buffers.get(bPtr).getBuffer());
+                continue;
+            }
+            kBuffer.reset(accessor.getBuffer().array(),
+                    accessor.getAbsoluteFieldStartOffset(tIdx, helper.KEY_FIELD_INDEX),
+                    accessor.getFieldLength(tIdx, helper.KEY_FIELD_INDEX));
+            vBuffer.reset(accessor.getBuffer().array(),
+                    accessor.getAbsoluteFieldStartOffset(tIdx, helper.KEY_FIELD_INDEX),
+                    accessor.getFieldLength(tIdx, helper.VALUE_FIELD_INDEX));
+            break;
+        }
+        return true;
+    }
+
+    @Override
+    public void close() throws IOException {
+
+    }
+
+    @Override
+    public Progress getProgress() {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MapperOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MapperOperatorDescriptor.java
new file mode 100644
index 0000000..1ebebda
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MapperOperatorDescriptor.java
@@ -0,0 +1,271 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.RecordReader;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.hadoop.util.MRContextUtil;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortRunMerger;
+
+public class MapperOperatorDescriptor<K1 extends Writable, V1 extends Writable, K2 extends Writable, V2 extends Writable>
+        extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+    private final int jobId;
+    private final MarshalledWritable<Configuration> config;
+    private final IInputSplitProviderFactory factory;
+
+    public MapperOperatorDescriptor(IOperatorDescriptorRegistry spec, int jobId,
+            MarshalledWritable<Configuration> config, IInputSplitProviderFactory factory) throws HyracksDataException {
+        super(spec, 0, 1);
+        this.jobId = jobId;
+        this.config = config;
+        this.factory = factory;
+        HadoopHelper helper = new HadoopHelper(config);
+        recordDescriptors[0] = helper.getMapOutputRecordDescriptor();
+    }
+
+    @SuppressWarnings("deprecation")
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                    throws HyracksDataException {
+        final HadoopHelper helper = new HadoopHelper(config);
+        final Configuration conf = helper.getConfiguration();
+        final Mapper<K1, V1, K2, V2> mapper = helper.getMapper();
+        final InputFormat<K1, V1> inputFormat = helper.getInputFormat();
+        final IInputSplitProvider isp = factory.createInputSplitProvider(partition);
+        final TaskAttemptID taId = new TaskAttemptID("foo", jobId, true, partition, 0);
+        final TaskAttemptContext taskAttemptContext = helper.createTaskAttemptContext(taId);
+
+        final int framesLimit = helper.getSortFrameLimit(ctx);
+        final IBinaryComparatorFactory[] comparatorFactories = helper.getSortComparatorFactories();
+
+        class SortingRecordWriter extends RecordWriter<K2, V2> {
+            private final ArrayTupleBuilder tb;
+            private final IFrame frame;
+            private final FrameTupleAppender fta;
+            private ExternalSortRunGenerator runGen;
+            private int blockId;
+
+            public SortingRecordWriter() throws HyracksDataException {
+                tb = new ArrayTupleBuilder(2);
+                frame = new VSizeFrame(ctx);
+                fta = new FrameTupleAppender(frame);
+            }
+
+            public void initBlock(int blockId) throws HyracksDataException {
+                runGen = new ExternalSortRunGenerator(ctx, new int[] { 0 }, null, comparatorFactories,
+                        helper.getMapOutputRecordDescriptorWithoutExtraFields(), Algorithm.MERGE_SORT, framesLimit);
+                this.blockId = blockId;
+            }
+
+            @Override
+            public void close(TaskAttemptContext arg0) throws IOException, InterruptedException {
+            }
+
+            @Override
+            public void write(K2 key, V2 value) throws IOException, InterruptedException {
+                DataOutput dos = tb.getDataOutput();
+                tb.reset();
+                key.write(dos);
+                tb.addFieldEndOffset();
+                value.write(dos);
+                tb.addFieldEndOffset();
+                if (!fta.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    runGen.nextFrame(frame.getBuffer());
+                    fta.reset(frame, true);
+                    if (!fta.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                        throw new HyracksDataException("Record size (" + tb.getSize() + ") larger than frame size ("
+                                + frame.getBuffer().capacity() + ")");
+                    }
+                }
+            }
+
+            public void sortAndFlushBlock(final IFrameWriter writer) throws HyracksDataException {
+                if (fta.getTupleCount() > 0) {
+                    runGen.nextFrame(frame.getBuffer());
+                    fta.reset(frame, true);
+                }
+                runGen.close();
+                IFrameWriter delegatingWriter = new IFrameWriter() {
+                    private final FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+                    private final FrameTupleAccessor fta = new FrameTupleAccessor(
+                            helper.getMapOutputRecordDescriptorWithoutExtraFields());
+                    private final ArrayTupleBuilder tb = new ArrayTupleBuilder(3);
+
+                    @Override
+                    public void open() throws HyracksDataException {
+                    }
+
+                    @Override
+                    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                        fta.reset(buffer);
+                        int n = fta.getTupleCount();
+                        for (int i = 0; i < n; ++i) {
+                            tb.reset();
+                            tb.addField(fta, i, 0);
+                            tb.addField(fta, i, 1);
+                            try {
+                                tb.getDataOutput().writeInt(blockId);
+                            } catch (IOException e) {
+                                throw new HyracksDataException(e);
+                            }
+                            tb.addFieldEndOffset();
+                            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                                appender.flush(writer, true);
+                                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                                    throw new IllegalStateException();
+                                }
+                            }
+                        }
+                    }
+
+                    @Override
+                    public void close() throws HyracksDataException {
+                        appender.flush(writer, true);
+                    }
+
+                    @Override
+                    public void fail() throws HyracksDataException {
+                        // TODO Auto-generated method stub
+
+                    }
+                };
+                if (helper.hasCombiner()) {
+                    Reducer<K2, V2, K2, V2> combiner = helper.getCombiner();
+                    TaskAttemptID ctaId = new TaskAttemptID("foo", jobId, true, partition, 0);
+                    TaskAttemptContext ctaskAttemptContext = helper.createTaskAttemptContext(taId);
+                    final IFrameWriter outputWriter = delegatingWriter;
+                    RecordWriter<K2, V2> recordWriter = new RecordWriter<K2, V2>() {
+                        private final FrameTupleAppender fta = new FrameTupleAppender(new VSizeFrame(ctx));
+                        private final ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
+
+                        {
+                            outputWriter.open();
+                        }
+
+                        @Override
+                        public void write(K2 key, V2 value) throws IOException, InterruptedException {
+                            DataOutput dos = tb.getDataOutput();
+                            tb.reset();
+                            key.write(dos);
+                            tb.addFieldEndOffset();
+                            value.write(dos);
+                            tb.addFieldEndOffset();
+                            if (!fta.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                                fta.flush(outputWriter, true);
+                                if (!fta.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                                    throw new IllegalStateException();
+                                }
+                            }
+                        }
+
+                        @Override
+                        public void close(TaskAttemptContext context) throws IOException, InterruptedException {
+                            fta.flush(outputWriter, true);
+                        }
+                    };
+                    delegatingWriter = new ReduceWriter<K2, V2, K2, V2>(ctx, helper,
+                            new int[] { HadoopHelper.KEY_FIELD_INDEX }, helper.getGroupingComparatorFactories(),
+                            helper.getMapOutputRecordDescriptorWithoutExtraFields(), combiner, recordWriter, ctaId,
+                            ctaskAttemptContext);
+                }
+                IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+                for (int i = 0; i < comparatorFactories.length; ++i) {
+                    comparators[i] = comparatorFactories[i].createBinaryComparator();
+                }
+                ExternalSortRunMerger merger = new ExternalSortRunMerger(ctx, runGen.getSorter(), runGen.getRuns(),
+                        new int[] { 0 }, comparators, null, helper.getMapOutputRecordDescriptorWithoutExtraFields(),
+                        framesLimit, delegatingWriter);
+                merger.process();
+            }
+        }
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            @SuppressWarnings("unchecked")
+            @Override
+            public void initialize() throws HyracksDataException {
+                try {
+                    writer.open();
+                    SortingRecordWriter recordWriter = new SortingRecordWriter();
+                    InputSplit split = null;
+                    int blockId = 0;
+                    while ((split = isp.next()) != null) {
+                        try {
+                            RecordReader<K1, V1> recordReader = inputFormat.createRecordReader(split,
+                                    taskAttemptContext);
+                            ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+                            try {
+                                Thread.currentThread().setContextClassLoader(getClass().getClassLoader());
+                                recordReader.initialize(split, taskAttemptContext);
+                            } finally {
+                                Thread.currentThread().setContextClassLoader(ctxCL);
+                            }
+                            recordWriter.initBlock(blockId);
+                            Mapper<K1, V1, K2, V2>.Context mCtx = new MRContextUtil().createMapContext(conf, taId,
+                                    recordReader, recordWriter, null, null, split);
+                            mapper.run(mCtx);
+                            recordReader.close();
+                            recordWriter.sortAndFlushBlock(writer);
+                            ++blockId;
+                        } catch (IOException e) {
+                            throw new HyracksDataException(e);
+                        } catch (InterruptedException e) {
+                            throw new HyracksDataException(e);
+                        }
+                    }
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw th;
+                } finally {
+                    writer.close();
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MarshalledWritable.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MarshalledWritable.java
new file mode 100644
index 0000000..df53c39
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/MarshalledWritable.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hadoop.io.Writable;
+
+public class MarshalledWritable<T extends Writable> implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private byte[] bytes;
+
+    public MarshalledWritable() {
+    }
+
+    public void set(T o) throws IOException {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        DataOutputStream dos = new DataOutputStream(baos);
+        dos.writeUTF(o.getClass().getName());
+        o.write(dos);
+        dos.close();
+        bytes = baos.toByteArray();
+    }
+
+    public T get() throws Exception {
+        ByteArrayInputStream bais = new ByteArrayInputStream(bytes);
+        DataInputStream dis = new DataInputStream(bais);
+        String className = dis.readUTF();
+        T o = (T) HadoopTools.newInstance(className);
+        o.readFields(dis);
+        return o;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReduceWriter.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReduceWriter.java
new file mode 100644
index 0000000..e64978f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReduceWriter.java
@@ -0,0 +1,198 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hadoop.io.RawComparator;
+import org.apache.hadoop.mapreduce.Counter;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.mapreduce.counters.GenericCounter;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.hadoop.util.MRContextUtil;
+
+public class ReduceWriter<K2, V2, K3, V3> implements IFrameWriter {
+    private final IHyracksTaskContext ctx;
+    private final HadoopHelper helper;
+    private final int[] groupFields;
+    private final FrameTupleAccessor accessor0;
+    private final FrameTupleAccessor accessor1;
+    private final IFrame copyFrame;
+    private final IBinaryComparator[] comparators;
+    private final KVIterator kvi;
+    private final Reducer<K2, V2, K3, V3> reducer;
+    private final RecordWriter<K3, V3> recordWriter;
+    private final TaskAttemptID taId;
+    private final TaskAttemptContext taskAttemptContext;
+
+    private boolean first;
+    private boolean groupStarted;
+    private List<IFrame> group;
+    private int bPtr;
+    private FrameTupleAppender fta;
+    private Counter keyCounter;
+    private Counter valueCounter;
+
+    public ReduceWriter(IHyracksTaskContext ctx, HadoopHelper helper, int[] groupFields,
+            IBinaryComparatorFactory[] comparatorFactories, RecordDescriptor recordDescriptor,
+            Reducer<K2, V2, K3, V3> reducer, RecordWriter<K3, V3> recordWriter, TaskAttemptID taId,
+            TaskAttemptContext taskAttemptContext) throws HyracksDataException {
+        this.ctx = ctx;
+        this.helper = helper;
+        this.groupFields = groupFields;
+        accessor0 = new FrameTupleAccessor(recordDescriptor);
+        accessor1 = new FrameTupleAccessor(recordDescriptor);
+        copyFrame = new VSizeFrame(ctx);
+        accessor1.reset(copyFrame.getBuffer());
+        comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        this.reducer = reducer;
+        this.recordWriter = recordWriter;
+        this.taId = taId;
+        this.taskAttemptContext = taskAttemptContext;
+
+        kvi = new KVIterator(helper, recordDescriptor);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        first = true;
+        groupStarted = false;
+        group = new ArrayList<>();
+        bPtr = 0;
+        group.add(new VSizeFrame(ctx));
+        fta = new FrameTupleAppender();
+        keyCounter = new GenericCounter();
+        valueCounter = new GenericCounter();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor0.reset(buffer);
+        int nTuples = accessor0.getTupleCount();
+        for (int i = 0; i < nTuples; ++i) {
+            if (first) {
+                groupInit();
+                first = false;
+            } else {
+                if (i == 0) {
+                    accessor1.reset(copyFrame.getBuffer());
+                    switchGroupIfRequired(accessor1, accessor1.getTupleCount() - 1, accessor0, i);
+                } else {
+                    switchGroupIfRequired(accessor0, i - 1, accessor0, i);
+                }
+            }
+            accumulate(accessor0, i);
+        }
+        copyFrame.ensureFrameSize(buffer.capacity());
+        FrameUtils.copyAndFlip(buffer, copyFrame.getBuffer());
+    }
+
+    private void accumulate(FrameTupleAccessor accessor, int tIndex) throws HyracksDataException {
+        if (!fta.append(accessor, tIndex)) {
+            ++bPtr;
+            if (group.size() <= bPtr) {
+                group.add(new VSizeFrame(ctx));
+            }
+            fta.reset(group.get(bPtr), true);
+            if (!fta.append(accessor, tIndex)) {
+                throw new HyracksDataException("Record size ("
+                        + (accessor.getTupleEndOffset(tIndex) - accessor.getTupleStartOffset(tIndex))
+                        + ") larger than frame size (" + group.get(bPtr).getBuffer().capacity() + ")");
+            }
+        }
+    }
+
+    private void switchGroupIfRequired(FrameTupleAccessor prevTupleAccessor, int prevTupleIndex,
+            FrameTupleAccessor currTupleAccessor, int currTupleIndex) throws HyracksDataException {
+        if (!sameGroup(prevTupleAccessor, prevTupleIndex, currTupleAccessor, currTupleIndex)) {
+            reduce();
+            groupInit();
+        }
+    }
+
+    private void groupInit() throws HyracksDataException {
+        groupStarted = true;
+        bPtr = 0;
+        fta.reset(group.get(0), true);
+    }
+
+    private void reduce() throws HyracksDataException {
+        kvi.reset(group, bPtr + 1);
+        try {
+            Reducer<K2, V2, K3, V3>.Context rCtx = new MRContextUtil().createReduceContext(helper.getConfiguration(),
+                    taId, kvi, keyCounter, valueCounter, recordWriter, null, null, (RawComparator<K2>) helper
+                            .getRawGroupingComparator(), (Class<K2>) helper.getJob().getMapOutputKeyClass(),
+                    (Class<V2>) helper.getJob().getMapOutputValueClass());
+            reducer.run(rCtx);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+        groupStarted = false;
+    }
+
+    private boolean sameGroup(FrameTupleAccessor a1, int t1Idx, FrameTupleAccessor a2, int t2Idx)
+            throws HyracksDataException {
+        for (int i = 0; i < comparators.length; ++i) {
+            int fIdx = groupFields[i];
+            int s1 = a1.getTupleStartOffset(t1Idx) + a1.getFieldSlotsLength() + a1.getFieldStartOffset(t1Idx, fIdx);
+            int l1 = a1.getFieldLength(t1Idx, fIdx);
+            int s2 = a2.getTupleStartOffset(t2Idx) + a2.getFieldSlotsLength() + a2.getFieldStartOffset(t2Idx, fIdx);
+            int l2 = a2.getFieldLength(t2Idx, fIdx);
+            if (comparators[i].compare(a1.getBuffer().array(), s1, l1, a2.getBuffer().array(), s2, l2) != 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (groupStarted) {
+            reduce();
+        }
+        try {
+            recordWriter.close(taskAttemptContext);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReducerOperatorDescriptor.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReducerOperatorDescriptor.java
new file mode 100644
index 0000000..d1bfbf7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ReducerOperatorDescriptor.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class ReducerOperatorDescriptor<K2 extends Writable, V2 extends Writable, K3 extends Writable, V3 extends Writable>
+        extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final int jobId;
+
+    private MarshalledWritable<Configuration> mConfig;
+
+    public ReducerOperatorDescriptor(IOperatorDescriptorRegistry spec, int jobId, MarshalledWritable<Configuration> mConfig) {
+        super(spec, 1, 0);
+        this.jobId = jobId;
+        this.mConfig = mConfig;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        final HadoopHelper helper = new HadoopHelper(mConfig);
+        final Reducer<K2, V2, K3, V3> reducer = helper.getReducer();
+        final RecordDescriptor recordDescriptor = helper.getMapOutputRecordDescriptor();
+        final int[] groupFields = helper.getSortFields();
+        IBinaryComparatorFactory[] groupingComparators = helper.getGroupingComparatorFactories();
+
+        final TaskAttemptID taId = new TaskAttemptID("foo", jobId, false, partition, 0);
+        final TaskAttemptContext taskAttemptContext = helper.createTaskAttemptContext(taId);
+        final RecordWriter recordWriter;
+        try {
+            recordWriter = helper.getOutputFormat().getRecordWriter(taskAttemptContext);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+
+        final ReduceWriter<K2, V2, K3, V3> rw = new ReduceWriter<K2, V2, K3, V3>(ctx, helper, groupFields,
+                groupingComparators, recordDescriptor, reducer, recordWriter, taId, taskAttemptContext);
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            @Override
+            public void open() throws HyracksDataException {
+                rw.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                rw.nextFrame(buffer);
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                rw.close();
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ShuffleFrameReader.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ShuffleFrameReader.java
new file mode 100644
index 0000000..fb9c6fb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/mapreduce/ShuffleFrameReader.java
@@ -0,0 +1,219 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.mapreduce;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.NoShrinkVSizeFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortRunMerger;
+import org.apache.hyracks.dataflow.std.structures.RunAndMaxFrameSizePair;
+
+public class ShuffleFrameReader implements IFrameReader {
+    private final IHyracksTaskContext ctx;
+    private final NonDeterministicChannelReader channelReader;
+    private final HadoopHelper helper;
+    private final RecordDescriptor recordDescriptor;
+    private final IFrame vframe;
+    private List<RunFileWriter> runFileWriters;
+    private List<Integer> runFileMaxFrameSize;
+    private RunFileReader reader;
+
+    public ShuffleFrameReader(IHyracksTaskContext ctx, NonDeterministicChannelReader channelReader,
+            MarshalledWritable<Configuration> mConfig) throws HyracksDataException {
+        this.ctx = ctx;
+        this.channelReader = channelReader;
+        this.helper = new HadoopHelper(mConfig);
+        this.recordDescriptor = helper.getMapOutputRecordDescriptor();
+        this.vframe = new NoShrinkVSizeFrame(ctx);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        channelReader.open();
+        int nSenders = channelReader.getSenderPartitionCount();
+        runFileWriters = new ArrayList<RunFileWriter>();
+        runFileMaxFrameSize = new ArrayList<>();
+        RunInfo[] infos = new RunInfo[nSenders];
+        FrameTupleAccessor accessor = new FrameTupleAccessor(recordDescriptor);
+        while (true) {
+            int entry = channelReader.findNextSender();
+            if (entry < 0) {
+                break;
+            }
+            RunInfo info = infos[entry];
+            ByteBuffer netBuffer = channelReader.getNextBuffer(entry);
+            netBuffer.clear();
+            int nBlocks = FrameHelper.deserializeNumOfMinFrame(netBuffer);
+
+            if (nBlocks > 1) {
+                netBuffer = getCompleteBuffer(nBlocks, netBuffer, entry);
+            }
+
+            accessor.reset(netBuffer, 0, netBuffer.limit());
+            int nTuples = accessor.getTupleCount();
+            for (int i = 0; i < nTuples; ++i) {
+                int tBlockId = IntegerPointable.getInteger(accessor.getBuffer().array(),
+                        accessor.getAbsoluteFieldStartOffset(i, HadoopHelper.BLOCKID_FIELD_INDEX));
+                if (info == null) {
+                    info = new RunInfo();
+                    info.reset(tBlockId);
+                    infos[entry] = info;
+                } else if (info.blockId != tBlockId) {
+                    info.close();
+                    info.reset(tBlockId);
+                }
+                info.write(accessor, i);
+            }
+
+            if (nBlocks == 1) {
+                channelReader.recycleBuffer(entry, netBuffer);
+            }
+        }
+        for (int i = 0; i < infos.length; ++i) {
+            RunInfo info = infos[i];
+            if (info != null) {
+                info.close();
+            }
+        }
+
+        FileReference outFile = ctx.createManagedWorkspaceFile(ShuffleFrameReader.class.getName() + ".run");
+        int framesLimit = helper.getSortFrameLimit(ctx);
+        IBinaryComparatorFactory[] comparatorFactories = helper.getSortComparatorFactories();
+        IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        List<RunAndMaxFrameSizePair> runs = new LinkedList<>();
+        for (int i = 0; i < runFileWriters.size(); i++) {
+            runs.add(new RunAndMaxFrameSizePair(runFileWriters.get(i).createDeleteOnCloseReader(), runFileMaxFrameSize
+                    .get(i)));
+        }
+        RunFileWriter rfw = new RunFileWriter(outFile, ctx.getIOManager());
+        ExternalSortRunMerger merger = new ExternalSortRunMerger(ctx, null, runs, new int[] { 0 }, comparators, null,
+                recordDescriptor, framesLimit, rfw);
+        merger.process();
+
+        reader = rfw.createDeleteOnCloseReader();
+        reader.open();
+    }
+
+    private ByteBuffer getCompleteBuffer(int nBlocks, ByteBuffer netBuffer, int entry) throws HyracksDataException {
+        vframe.reset();
+        vframe.ensureFrameSize(vframe.getMinSize() * nBlocks);
+        FrameUtils.copyWholeFrame(netBuffer, vframe.getBuffer());
+        channelReader.recycleBuffer(entry, netBuffer);
+        for (int i = 1; i < nBlocks; ++i) {
+            netBuffer = channelReader.getNextBuffer(entry);
+            netBuffer.clear();
+            vframe.getBuffer().put(netBuffer);
+            channelReader.recycleBuffer(entry, netBuffer);
+        }
+        if (vframe.getBuffer().hasRemaining()) { // bigger frame
+            FrameHelper.clearRemainingFrame(vframe.getBuffer(), vframe.getBuffer().position());
+        }
+        vframe.getBuffer().flip();
+        return vframe.getBuffer();
+    }
+
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        return reader.nextFrame(frame);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        reader.close();
+    }
+
+    private class RunInfo {
+        private final IFrame buffer;
+        private final FrameTupleAppender fta;
+
+        private FileReference file;
+        private RunFileWriter rfw;
+        private int blockId;
+        private int maxFrameSize = ctx.getInitialFrameSize();
+
+        public RunInfo() throws HyracksDataException {
+            buffer = new VSizeFrame(ctx);
+            fta = new FrameTupleAppender();
+        }
+
+        public void reset(int blockId) throws HyracksDataException {
+            this.blockId = blockId;
+            this.maxFrameSize = ctx.getInitialFrameSize();
+            fta.reset(buffer, true);
+            try {
+                file = ctx.createManagedWorkspaceFile(ShuffleFrameReader.class.getName() + ".run");
+                rfw = new RunFileWriter(file, ctx.getIOManager());
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        public void write(FrameTupleAccessor accessor, int tIdx) throws HyracksDataException {
+            if (!fta.append(accessor, tIdx)) {
+                flush();
+                if (!fta.append(accessor, tIdx)) {
+                    throw new HyracksDataException("Record size ("
+                            + (accessor.getTupleEndOffset(tIdx) - accessor.getTupleStartOffset(tIdx))
+                            + ") larger than frame size (" + fta.getBuffer().capacity() + ")");
+                }
+            }
+        }
+
+        public void close() throws HyracksDataException {
+            flush();
+            rfw.close();
+            runFileWriters.add(rfw);
+            runFileMaxFrameSize.add(maxFrameSize);
+        }
+
+        private void flush() throws HyracksDataException {
+            if (fta.getTupleCount() <= 0) {
+                return;
+            }
+            maxFrameSize = buffer.getFrameSize() > maxFrameSize ? buffer.getFrameSize() : maxFrameSize;
+            rfw.nextFrame((ByteBuffer) buffer.getBuffer().clear());
+            fta.reset(buffer, true);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/ClasspathBasedHadoopClassFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/ClasspathBasedHadoopClassFactory.java
new file mode 100644
index 0000000..438b817
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/ClasspathBasedHadoopClassFactory.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.util.ReflectionUtils;
+
+public class ClasspathBasedHadoopClassFactory implements IHadoopClassFactory {
+
+    @Override
+    public Object createMapper(String mapClassName, JobConf conf) throws Exception {
+        Class clazz = loadClass(mapClassName);
+        return ReflectionUtils.newInstance(clazz, conf);
+    }
+
+    @Override
+    public Object createReducer(String reduceClassName, JobConf conf) throws Exception {
+        Class clazz = loadClass(reduceClassName);
+        return ReflectionUtils.newInstance(clazz, conf);
+    }
+
+    @Override
+    public Class loadClass(String className) throws Exception {
+        Class clazz = Class.forName(className);
+        return clazz;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DatatypeHelper.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DatatypeHelper.java
new file mode 100644
index 0000000..ff4d282
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DatatypeHelper.java
@@ -0,0 +1,122 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.io.NullWritable;
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.JobConf;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@SuppressWarnings("deprecation")
+public class DatatypeHelper {
+    private static final class WritableSerializerDeserializer<T extends Writable> implements ISerializerDeserializer<T> {
+        private static final long serialVersionUID = 1L;
+
+        private Class<T> clazz;
+
+        private WritableSerializerDeserializer(Class<T> clazz) {
+            this.clazz = clazz;
+        }
+
+        private T createInstance() throws HyracksDataException {
+            // TODO remove "if", create a new WritableInstanceOperations class
+            // that deals with Writables that don't have public constructors
+            if (NullWritable.class.equals(clazz)) {
+                return (T) NullWritable.get();
+            }
+            try {
+                return clazz.newInstance();
+            } catch (InstantiationException e) {
+                throw new HyracksDataException(e);
+            } catch (IllegalAccessException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        @Override
+        public T deserialize(DataInput in) throws HyracksDataException {
+            T o = createInstance();
+            try {
+                o.readFields(in);
+            } catch (IOException e) {
+                e.printStackTrace();
+                throw new HyracksDataException(e);
+            }
+            return o;
+        }
+
+        @Override
+        public void serialize(T instance, DataOutput out) throws HyracksDataException {
+            try {
+                instance.write(out);
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    public static ISerializerDeserializer<? extends Writable> createSerializerDeserializer(
+            Class<? extends Writable> fClass) {
+        return new WritableSerializerDeserializer(fClass);
+    }
+
+    public static RecordDescriptor createKeyValueRecordDescriptor(Class<? extends Writable> keyClass,
+            Class<? extends Writable> valueClass) {
+        ISerializerDeserializer[] fields = new ISerializerDeserializer[2];
+        fields[0] = createSerializerDeserializer(keyClass);
+        fields[1] = createSerializerDeserializer(valueClass);
+        return new RecordDescriptor(fields);
+    }
+
+    public static RecordDescriptor createOneFieldRecordDescriptor(Class<? extends Writable> fieldClass) {
+        ISerializerDeserializer[] fields = new ISerializerDeserializer[1];
+        fields[0] = createSerializerDeserializer(fieldClass);
+        return new RecordDescriptor(fields);
+    }
+
+    public static JobConf map2JobConf(Map<String, String> jobConfMap) {
+        JobConf jobConf;
+        synchronized (Configuration.class) {
+            jobConf = new JobConf();
+            for (Entry<String, String> entry : jobConfMap.entrySet()) {
+                jobConf.set(entry.getKey(), entry.getValue());
+            }
+        }
+        return jobConf;
+    }
+
+    public static Map<String, String> jobConf2Map(JobConf jobConf) {
+        Map<String, String> jobConfMap = new HashMap<String, String>();
+        for (Entry<String, String> entry : jobConf) {
+            jobConfMap.put(entry.getKey(), entry.getValue());
+        }
+        return jobConfMap;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DuplicateKeyMapper.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DuplicateKeyMapper.java
new file mode 100644
index 0000000..ab32ade
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/DuplicateKeyMapper.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import java.util.Properties;
+
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.map.IDeserializedMapper;
+
+public class DuplicateKeyMapper implements IDeserializedMapper {
+
+    @Override
+    public void map(Object[] data, IDataWriter<Object[]> writer) throws HyracksDataException {
+        writer.writeData(new Object[] { data[0], data[1], data[0] });
+
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/IHadoopClassFactory.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/IHadoopClassFactory.java
new file mode 100644
index 0000000..07c4c89
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/IHadoopClassFactory.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import java.io.Serializable;
+
+import org.apache.hadoop.mapred.JobConf;
+
+public interface IHadoopClassFactory extends Serializable {
+
+    public Object createMapper(String mapClassName, JobConf conf) throws Exception;
+
+    public Object createReducer(String reduceClassName, JobConf conf) throws Exception;
+
+    public Class loadClass(String className) throws Exception;
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/InputSplitsProxy.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/InputSplitsProxy.java
new file mode 100644
index 0000000..eed2885
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/InputSplitsProxy.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+
+import org.apache.hadoop.io.Writable;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.util.ReflectionUtils;
+
+public class InputSplitsProxy implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    private final Class[] isClasses;
+    private final byte[] bytes;
+
+    public InputSplitsProxy(JobConf conf, Object[] inputSplits) throws IOException {
+        isClasses = new Class[inputSplits.length];
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        DataOutputStream dos = new DataOutputStream(baos);
+        if (conf.getUseNewMapper()) {
+            for (int i = 0; i < inputSplits.length; ++i) {
+                isClasses[i] = ((org.apache.hadoop.mapreduce.InputSplit) inputSplits[i]).getClass();
+                ((Writable) inputSplits[i]).write(dos);
+            }
+        } else {
+            for (int i = 0; i < inputSplits.length; ++i) {
+                isClasses[i] = ((org.apache.hadoop.mapred.InputSplit) inputSplits[i]).getClass();
+                ((Writable) inputSplits[i]).write(dos);
+            }
+        }
+        dos.close();
+        bytes = baos.toByteArray();
+
+    }
+
+    public Object[] toInputSplits(JobConf jobConf) throws InstantiationException, IllegalAccessException, IOException {
+        Object[] splits = new Object[isClasses.length];
+        DataInputStream dis = new DataInputStream(new ByteArrayInputStream(bytes));
+        for (int i = 0; i < splits.length; ++i) {
+            splits[i] = ReflectionUtils.newInstance(isClasses[i], jobConf);
+            if (jobConf.getUseNewMapper()) {
+                ((Writable) splits[i]).readFields(dis);
+            } else {
+                ((Writable) splits[i]).readFields(dis);
+            }
+        }
+        return splits;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/MRContextUtil.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/MRContextUtil.java
new file mode 100644
index 0000000..17c5ec5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/MRContextUtil.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.io.RawComparator;
+import org.apache.hadoop.mapred.RawKeyValueIterator;
+import org.apache.hadoop.mapreduce.Counter;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.OutputCommitter;
+import org.apache.hadoop.mapreduce.RecordReader;
+import org.apache.hadoop.mapreduce.RecordWriter;
+import org.apache.hadoop.mapreduce.Reducer;
+import org.apache.hadoop.mapreduce.StatusReporter;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.mapreduce.lib.map.WrappedMapper;
+import org.apache.hadoop.mapreduce.lib.reduce.WrappedReducer;
+import org.apache.hadoop.mapreduce.task.MapContextImpl;
+import org.apache.hadoop.mapreduce.task.ReduceContextImpl;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The wrapper to generate TaskTattemptContext
+ */
+public class MRContextUtil {
+    //	public static Reducer.Context = create
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public Mapper.Context createMapContext(Configuration conf, TaskAttemptID taskid, RecordReader reader,
+            RecordWriter writer, OutputCommitter committer, StatusReporter reporter, InputSplit split) {
+        return new WrappedMapper().getMapContext(new MapContextImpl(conf, taskid, reader, writer, committer, reporter,
+                split));
+    }
+
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public Reducer.Context createReduceContext(Configuration conf, TaskAttemptID taskid, RawKeyValueIterator input,
+            Counter inputKeyCounter, Counter inputValueCounter, RecordWriter output, OutputCommitter committer,
+            StatusReporter reporter, RawComparator comparator, Class keyClass, Class valueClass)
+            throws HyracksDataException {
+        try {
+            return new WrappedReducer().getReducerContext(new ReduceContextImpl(conf, taskid, input, inputKeyCounter,
+                    inputValueCounter, output, committer, reporter, comparator, keyClass, valueClass));
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/PreappendLongWritableMapper.java b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/PreappendLongWritableMapper.java
new file mode 100644
index 0000000..ac5aec2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-hadoop/src/main/java/org/apache/hyracks/dataflow/hadoop/util/PreappendLongWritableMapper.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.hadoop.util;
+
+import java.util.Properties;
+
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.Text;
+
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.map.IDeserializedMapper;
+
+public class PreappendLongWritableMapper implements IDeserializedMapper {
+
+    @Override
+    public void map(Object[] data, IDataWriter<Object[]> writer) throws HyracksDataException {
+        writer.writeData(new Object[] { new LongWritable(0), new Text(String.valueOf(data[0])) });
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/pom.xml b/hyracks/hyracks-dataflow-std/pom.xml
new file mode 100644
index 0000000..e7e511e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/pom.xml
@@ -0,0 +1,71 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>hyracks-dataflow-std</artifactId>
+    <name>hyracks-dataflow-std</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+            <distribution>repo</distribution>
+            <comments>A business-friendly OSS license</comments>
+        </license>
+    </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-api</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-dataflow-common</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>commons-io</groupId>
+            <artifactId>commons-io</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-control-nc</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractActivityNode.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractActivityNode.java
new file mode 100644
index 0000000..5ad2da4
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractActivityNode.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+
+public abstract class AbstractActivityNode implements IActivity {
+    private static final long serialVersionUID = 1L;
+
+    protected final ActivityId id;
+
+    public AbstractActivityNode(ActivityId id) {
+        this.id = id;
+    }
+
+    @Override
+    public ActivityId getActivityId() {
+        return id;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractConnectorDescriptor.java
new file mode 100644
index 0000000..5caf477
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractConnectorDescriptor.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+
+public abstract class AbstractConnectorDescriptor implements IConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+    protected final ConnectorDescriptorId id;
+
+    protected String displayName;
+
+    public AbstractConnectorDescriptor(IConnectorDescriptorRegistry spec) {
+        this.id = spec.createConnectorDescriptor(this);
+        displayName = getClass().getName() + "[" + id + "]";
+    }
+
+    public ConnectorDescriptorId getConnectorId() {
+        return id;
+    }
+
+    public String getDisplayName() {
+        return displayName;
+    }
+
+    public void setDisplayName(String displayName) {
+        this.displayName = displayName;
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject jconn = new JSONObject();
+
+        jconn.put("id", String.valueOf(getConnectorId()));
+        jconn.put("java-class", getClass().getName());
+        jconn.put("display-name", displayName);
+
+        return jconn;
+    }
+
+    @Override
+    public void contributeSchedulingConstraints(IConstraintAcceptor constraintAcceptor, ActivityCluster ac,
+            ICCApplicationContext appCtx) {
+        // do nothing
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractMToNConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractMToNConnectorDescriptor.java
new file mode 100644
index 0000000..7d97507
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractMToNConnectorDescriptor.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import java.util.BitSet;
+
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+
+public abstract class AbstractMToNConnectorDescriptor extends AbstractConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public AbstractMToNConnectorDescriptor(IConnectorDescriptorRegistry spec) {
+        super(spec);
+    }
+
+    @Override
+    public void indicateTargetPartitions(int nProducerPartitions, int nConsumerPartitions, int producerIndex,
+            BitSet targetBitmap) {
+        targetBitmap.clear();
+        targetBitmap.set(0, nConsumerPartitions);
+    }
+
+    @Override
+    public void indicateSourcePartitions(int nProducerPartitions, int nConsumerPartitions, int consumerIndex,
+            BitSet sourceBitmap) {
+        sourceBitmap.clear();
+        sourceBitmap.set(0, nProducerPartitions);
+    }
+
+    @Override
+    public boolean allProducersToAllConsumers() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorDescriptor.java
new file mode 100644
index 0000000..e930a2b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorDescriptor.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.json.JSONException;
+import org.json.JSONObject;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+
+public abstract class AbstractOperatorDescriptor implements IOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    protected final OperatorDescriptorId odId;
+
+    protected String[] partitions;
+
+    protected final RecordDescriptor[] recordDescriptors;
+
+    protected final int inputArity;
+
+    protected final int outputArity;
+
+    protected String displayName;
+
+    public AbstractOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity) {
+        odId = spec.createOperatorDescriptorId(this);
+        this.inputArity = inputArity;
+        this.outputArity = outputArity;
+        recordDescriptors = new RecordDescriptor[outputArity];
+        displayName = getClass().getName() + "[" + odId + "]";
+    }
+
+    @Override
+    public final OperatorDescriptorId getOperatorId() {
+        return odId;
+    }
+
+    @Override
+    public int getInputArity() {
+        return inputArity;
+    }
+
+    @Override
+    public int getOutputArity() {
+        return outputArity;
+    }
+
+    @Override
+    public RecordDescriptor[] getOutputRecordDescriptors() {
+        return recordDescriptors;
+    }
+
+    public String getDisplayName() {
+        return displayName;
+    }
+
+    public void setDisplayName(String displayName) {
+        this.displayName = displayName;
+    }
+
+    @Override
+    public void contributeSchedulingConstraints(IConstraintAcceptor constraintAcceptor, ICCApplicationContext appCtx) {
+        // do nothing
+    }
+
+    @Override
+    public JSONObject toJSON() throws JSONException {
+        JSONObject jop = new JSONObject();
+        jop.put("id", String.valueOf(getOperatorId()));
+        jop.put("java-class", getClass().getName());
+        jop.put("in-arity", getInputArity());
+        jop.put("out-arity", getOutputArity());
+        jop.put("display-name", displayName);
+        return jop;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorNodePushable.java
new file mode 100644
index 0000000..3fa88bb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractOperatorNodePushable.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+
+public abstract class AbstractOperatorNodePushable implements IOperatorNodePushable {
+    @Override
+    public String getDisplayName() {
+        return toString();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractSingleActivityOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractSingleActivityOperatorDescriptor.java
new file mode 100644
index 0000000..775c367
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractSingleActivityOperatorDescriptor.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+
+public abstract class AbstractSingleActivityOperatorDescriptor extends AbstractOperatorDescriptor implements IActivity {
+    private static final long serialVersionUID = 1L;
+
+    protected final ActivityId activityNodeId;
+
+    public AbstractSingleActivityOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity) {
+        super(spec, inputArity, outputArity);
+        activityNodeId = new ActivityId(odId, 0);
+    }
+
+    @Override
+    public ActivityId getActivityId() {
+        return activityNodeId;
+    }
+
+    @Override
+    public final void contributeActivities(IActivityGraphBuilder builder) {
+        builder.addActivity(this, this);
+        for (int i = 0; i < getInputArity(); ++i) {
+            builder.addSourceEdge(i, this, i);
+        }
+        for (int i = 0; i < getOutputArity(); ++i) {
+            builder.addTargetEdge(i, this, i);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractStateObject.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractStateObject.java
new file mode 100644
index 0000000..c4e8ec6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractStateObject.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+import org.apache.hyracks.api.job.JobId;
+
+public abstract class AbstractStateObject implements IStateObject {
+    protected JobId jobId;
+
+    protected Object id;
+
+    protected long memoryOccupancy;
+
+    protected AbstractStateObject() {
+    }
+
+    protected AbstractStateObject(JobId jobId, Object id) {
+        this.jobId = jobId;
+        this.id = id;
+    }
+
+    @Override
+    public final JobId getJobId() {
+        return jobId;
+    }
+
+    public final void setJobId(JobId jobId) {
+        this.jobId = jobId;
+    }
+
+    @Override
+    public final Object getId() {
+        return id;
+    }
+
+    public final void setId(Object id) {
+        this.id = id;
+    }
+
+    @Override
+    public final long getMemoryOccupancy() {
+        return memoryOccupancy;
+    }
+
+    public void setMemoryOccupancy(long memoryOccupancy) {
+        this.memoryOccupancy = memoryOccupancy;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputOperatorNodePushable.java
new file mode 100644
index 0000000..93a8120
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputOperatorNodePushable.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractUnaryInputOperatorNodePushable extends AbstractOperatorNodePushable implements
+        IFrameWriter {
+    protected IFrameWriter writer;
+    protected RecordDescriptor recordDesc;
+
+    @Override
+    public final IFrameWriter getInputFrameWriter(int index) {
+        return this;
+    }
+
+    @Override
+    public final int getInputArity() {
+        return 1;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputSinkOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputSinkOperatorNodePushable.java
new file mode 100644
index 0000000..69c2966
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputSinkOperatorNodePushable.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractUnaryInputSinkOperatorNodePushable extends AbstractUnaryInputOperatorNodePushable {
+    @Override
+    public final void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+        throw new IllegalStateException();
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        // Sink operator, nothing to flush
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputUnaryOutputOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputUnaryOutputOperatorNodePushable.java
new file mode 100644
index 0000000..ec31eb7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryInputUnaryOutputOperatorNodePushable.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+
+public abstract class AbstractUnaryInputUnaryOutputOperatorNodePushable extends AbstractUnaryOutputOperatorNodePushable
+        implements IFrameWriter {
+    @Override
+    public final IFrameWriter getInputFrameWriter(int index) {
+        return this;
+    }
+
+    @Override
+    public final int getInputArity() {
+        return 1;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputOperatorNodePushable.java
new file mode 100644
index 0000000..a468cbd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputOperatorNodePushable.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractUnaryOutputOperatorNodePushable extends AbstractOperatorNodePushable {
+    protected IFrameWriter writer;
+    protected RecordDescriptor recordDesc;
+
+    @Override
+    public final void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+        if (index != 0) {
+            throw new IllegalStateException();
+        }
+        this.writer = writer;
+        this.recordDesc = recordDesc;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputSourceOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputSourceOperatorNodePushable.java
new file mode 100644
index 0000000..fe0ac14
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/AbstractUnaryOutputSourceOperatorNodePushable.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+
+public abstract class AbstractUnaryOutputSourceOperatorNodePushable extends AbstractUnaryOutputOperatorNodePushable {
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        throw new IllegalStateException();
+    }
+
+    @Override
+    public final int getInputArity() {
+        return 0;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/IOpenableDataWriterOperator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/IOpenableDataWriterOperator.java
new file mode 100644
index 0000000..7f1363e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/base/IOpenableDataWriterOperator.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.base;
+
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+
+public interface IOpenableDataWriterOperator extends IOpenableDataWriter<Object[]> {
+    public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer);
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTuplePointerAccessor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTuplePointerAccessor.java
new file mode 100644
index 0000000..3683354
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTuplePointerAccessor.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public abstract class AbstractTuplePointerAccessor implements ITuplePointerAccessor {
+
+    protected int tid = -1;
+
+    abstract IFrameTupleAccessor getInnerAccessor();
+
+    abstract void resetInnerAccessor(TuplePointer tuplePointer);
+
+    @Override
+    public void reset(TuplePointer tuplePointer) {
+        resetInnerAccessor(tuplePointer);
+        tid = tuplePointer.tupleIndex;
+    }
+
+    @Override
+    public int getTupleStartOffset() {
+        return getTupleStartOffset(tid);
+    }
+
+    @Override
+    public int getTupleLength() {
+        return getTupleLength(tid);
+    }
+
+    @Override
+    public int getAbsFieldStartOffset(int fieldId) {
+        return getAbsoluteFieldStartOffset(tid, fieldId);
+    }
+
+    @Override
+    public int getFieldLength(int fieldId) {
+        return getFieldLength(tid, fieldId);
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return getInnerAccessor().getBuffer();
+    }
+
+    @Override
+    public int getFieldCount() {
+        return getInnerAccessor().getFieldCount();
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return getInnerAccessor().getFieldSlotsLength();
+    }
+
+    protected void checkTupleIndex(int tupleIndex) {
+        if (tupleIndex != tid) {
+            throw new IllegalArgumentException(
+                    "ITupleBufferAccessor can not access the different tid other than the one given in reset function");
+        }
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getFieldEndOffset(tid, fIdx);
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getFieldLength(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getTupleLength(tupleIndex);
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getTupleEndOffset(tupleIndex);
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getTupleStartOffset(tupleIndex);
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        checkTupleIndex(tupleIndex);
+        return getInnerAccessor().getAbsoluteFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleCount() {
+        return getInnerAccessor().getTupleCount();
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        throw new IllegalAccessError("Should never call this reset");
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/BufferInfo.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/BufferInfo.java
new file mode 100644
index 0000000..d5fbdc0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/BufferInfo.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.dataflow.std.structures.IResetable;
+
+public class BufferInfo implements IResetable<BufferInfo> {
+    private ByteBuffer buffer;
+    private int startOffset;
+    private int length;
+
+    public BufferInfo(ByteBuffer buffer, int startOffset, int length) {
+        reset(buffer, startOffset, length);
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    public int getStartOffset() {
+        return startOffset;
+    }
+
+    public int getLength() {
+        return length;
+    }
+
+    @Override
+    public void reset(BufferInfo other) {
+        this.buffer = other.buffer;
+        this.startOffset = other.startOffset;
+        this.length = other.length;
+    }
+
+    public void reset(ByteBuffer buffer, int startOffset, int length) {
+        this.buffer = buffer;
+        this.startOffset = startOffset;
+        this.length = length;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/DeallocatableFramePool.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/DeallocatableFramePool.java
new file mode 100644
index 0000000..626edba
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/DeallocatableFramePool.java
@@ -0,0 +1,123 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+import java.util.Iterator;
+import java.util.LinkedList;
+
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DeallocatableFramePool implements IDeallocatableFramePool {
+
+    private final IHyracksFrameMgrContext ctx;
+    private final int memBudget;
+    private int allocated;
+    private LinkedList<ByteBuffer> buffers;
+
+    public DeallocatableFramePool(IHyracksFrameMgrContext ctx, int memBudgetInBytes) {
+        this.ctx = ctx;
+        this.memBudget = memBudgetInBytes;
+        this.allocated = 0;
+        this.buffers = new LinkedList<>();
+    }
+
+    @Override
+    public int getMinFrameSize() {
+        return ctx.getInitialFrameSize();
+    }
+
+    @Override
+    public int getMemoryBudgetBytes() {
+        return memBudget;
+    }
+
+    @Override
+    public ByteBuffer allocateFrame(int frameSize) throws HyracksDataException {
+        ByteBuffer buffer = findExistingFrame(frameSize);
+        if (buffer != null) {
+            return buffer;
+        }
+        if (haveEnoughFreeSpace(frameSize)) {
+            return createNewFrame(frameSize);
+        }
+        return mergeExistingFrames(frameSize);
+    }
+
+    private ByteBuffer mergeExistingFrames(int frameSize) throws HyracksDataException {
+        int mergedSize = memBudget - allocated;
+        for (Iterator<ByteBuffer> iter = buffers.iterator(); iter.hasNext(); ) {
+            ByteBuffer buffer = iter.next();
+            iter.remove();
+            mergedSize += buffer.capacity();
+            ctx.deallocateFrames(buffer.capacity());
+            allocated -= buffer.capacity();
+            if (mergedSize >= frameSize) {
+                return createNewFrame(mergedSize);
+            }
+        }
+        return null;
+
+    }
+
+    private ByteBuffer createNewFrame(int frameSize) throws HyracksDataException {
+        allocated += frameSize;
+        return ctx.allocateFrame(frameSize);
+    }
+
+    private boolean haveEnoughFreeSpace(int frameSize) {
+        return allocated + frameSize <= memBudget;
+    }
+
+    private ByteBuffer findExistingFrame(int frameSize) {
+        for (Iterator<ByteBuffer> iter = buffers.iterator(); iter.hasNext(); ) {
+            ByteBuffer next = iter.next();
+            if (next.capacity() >= frameSize) {
+                iter.remove();
+                return next;
+            }
+        }
+        return null;
+    }
+
+    @Override
+    public void deAllocateBuffer(ByteBuffer buffer) {
+        if (buffer.capacity() != ctx.getInitialFrameSize()) {
+            // simply deallocate the Big Object frame
+            ctx.deallocateFrames(buffer.capacity());
+            allocated -= buffer.capacity();
+        } else {
+            buffers.add(buffer);
+        }
+    }
+
+    @Override
+    public void reset() {
+        allocated = 0;
+        buffers.clear();
+    }
+
+    @Override
+    public void close() {
+        buffers.clear();
+        allocated = 0;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/EnumFreeSlotPolicy.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/EnumFreeSlotPolicy.java
new file mode 100644
index 0000000..15bbab2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/EnumFreeSlotPolicy.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+/**
+ * Under the big-object setting, there could be multiple variable size free slots to use.
+ * In that case, we need to decide which free slot to give back to caller.
+ */
+public enum EnumFreeSlotPolicy {
+    /**
+     * Choose the minimum size frame
+     */
+    SMALLEST_FIT,
+    /**
+     * Choose the latest used frame if it is big enough
+     */
+    LAST_FIT,
+    /**
+     * Choose the largest size frame
+     */
+    BIGGEST_FIT,
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirst.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirst.java
new file mode 100644
index 0000000..6f5587f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirst.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.dataflow.std.structures.IResetableComparable;
+import org.apache.hyracks.dataflow.std.structures.IResetableComparableFactory;
+import org.apache.hyracks.dataflow.std.structures.MaxHeap;
+
+class FrameFreeSlotBiggestFirst implements IFrameFreeSlotPolicy {
+    private static final int INVALID = -1;
+    private static final int INITIAL_FRAME_NUM = 10;
+
+    protected class SpaceEntryFactory implements IResetableComparableFactory {
+        @Override
+        public IResetableComparable createResetableComparable() {
+            return new SpaceEntry();
+        }
+    }
+
+    protected class SpaceEntry implements IResetableComparable<SpaceEntry> {
+        private int space;
+        private int id;
+
+        SpaceEntry() {
+            space = INVALID;
+            id = INVALID;
+        }
+
+        @Override
+        public int compareTo(SpaceEntry o) {
+            if (o.space != space) {
+                if (o.space == INVALID) {
+                    return 1;
+                }
+                if (space == INVALID) {
+                    return -1;
+                }
+                return space < o.space ? -1 : 1;
+            }
+            return 0;
+        }
+
+        @Override
+        public void reset(SpaceEntry other) {
+            space = other.space;
+            id = other.id;
+        }
+
+        void reset(int space, int id) {
+            this.space = space;
+            this.id = id;
+        }
+    }
+
+    private MaxHeap heap;
+    private SpaceEntry tempEntry;
+
+    public FrameFreeSlotBiggestFirst(int initialCapacity) {
+        heap = new MaxHeap(new SpaceEntryFactory(), initialCapacity);
+        tempEntry = new SpaceEntry();
+    }
+
+    public FrameFreeSlotBiggestFirst() {
+        this(INITIAL_FRAME_NUM);
+    }
+
+    @Override
+    public int popBestFit(int tobeInsertedSize) {
+        if (!heap.isEmpty()) {
+            heap.peekMax(tempEntry);
+            if (tempEntry.space >= tobeInsertedSize) {
+                heap.getMax(tempEntry);
+                return tempEntry.id;
+            }
+        }
+        return -1;
+    }
+
+    @Override
+    public void pushNewFrame(int frameID, int freeSpace) {
+        tempEntry.reset(freeSpace, frameID);
+        heap.insert(tempEntry);
+    }
+
+    @Override
+    public void reset() {
+        heap.reset();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFit.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFit.java
new file mode 100644
index 0000000..819ff80
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFit.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.util.Arrays;
+
+class FrameFreeSlotLastFit implements IFrameFreeSlotPolicy {
+    private static int INITIAL_CAPACITY = 10;
+
+    private class FrameSpace {
+        private int frameId;
+        private int freeSpace;
+
+        FrameSpace(int frameId, int freeSpace) {
+            reset(frameId, freeSpace);
+        }
+
+        void reset(int frameId, int freeSpace) {
+            this.frameId = frameId;
+            this.freeSpace = freeSpace;
+        }
+    }
+
+    private FrameSpace[] frameSpaces;
+    private int size;
+
+    public FrameFreeSlotLastFit(int initialFrameNumber) {
+        frameSpaces = new FrameSpace[initialFrameNumber];
+        size = 0;
+    }
+
+    public FrameFreeSlotLastFit() {
+        this(INITIAL_CAPACITY);
+    }
+
+    @Override
+    public int popBestFit(int tobeInsertedSize) {
+        for (int i = size - 1; i >= 0; i--) {
+            if (frameSpaces[i].freeSpace >= tobeInsertedSize) {
+                FrameSpace ret = frameSpaces[i];
+                System.arraycopy(frameSpaces, i + 1, frameSpaces, i, size - i - 1);
+                frameSpaces[--size] = ret;
+                return ret.frameId;
+            }
+        }
+        return -1;
+    }
+
+    @Override
+    public void pushNewFrame(int frameID, int freeSpace) {
+        if (size >= frameSpaces.length) {
+            frameSpaces = Arrays.copyOf(frameSpaces, size * 2);
+        }
+        if (frameSpaces[size] == null) {
+            frameSpaces[size++] = new FrameSpace(frameID, freeSpace);
+        } else {
+            frameSpaces[size++].reset(frameID, freeSpace);
+        }
+    }
+
+    @Override
+    public void reset() {
+        size = 0;
+        for (int i = frameSpaces.length - 1; i >= 0; i--) {
+            frameSpaces[i] = null;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotPolicyFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotPolicyFactory.java
new file mode 100644
index 0000000..d4267ab
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotPolicyFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+public class FrameFreeSlotPolicyFactory {
+    public static IFrameFreeSlotPolicy createFreeSlotPolicy(EnumFreeSlotPolicy policy, int initialNumberFrames) {
+        switch (policy) {
+            case SMALLEST_FIT:
+                return new FrameFreeSlotSmallestFit();
+            case BIGGEST_FIT:
+                return new FrameFreeSlotBiggestFirst(initialNumberFrames);
+            case LAST_FIT:
+            default:
+                return new FrameFreeSlotLastFit(initialNumberFrames);
+        }
+    }
+
+    public static IFrameFreeSlotPolicy createFreeSlotPolicy(EnumFreeSlotPolicy policy) {
+        switch (policy) {
+            case SMALLEST_FIT:
+                return new FrameFreeSlotSmallestFit();
+            case BIGGEST_FIT:
+                return new FrameFreeSlotBiggestFirst();
+            case LAST_FIT:
+            default:
+                return new FrameFreeSlotLastFit();
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotSmallestFit.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotSmallestFit.java
new file mode 100644
index 0000000..ada6752
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotSmallestFit.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.util.LinkedList;
+import java.util.Map;
+import java.util.TreeMap;
+
+class FrameFreeSlotSmallestFit implements IFrameFreeSlotPolicy {
+
+    private TreeMap<Integer, LinkedList<Integer>> freeSpaceIndex;
+
+    public FrameFreeSlotSmallestFit() {
+        freeSpaceIndex = new TreeMap<>();
+    }
+
+    @Override
+    public int popBestFit(int tobeInsertedSize) {
+        Map.Entry<Integer, LinkedList<Integer>> entry = freeSpaceIndex.ceilingEntry(tobeInsertedSize);
+        if (entry == null) {
+            return -1;
+        }
+        int id = entry.getValue().removeFirst();
+        if (entry.getValue().isEmpty()) {
+            freeSpaceIndex.remove(entry.getKey());
+        }
+        return id;
+    }
+
+    @Override
+    public void pushNewFrame(int frameID, int freeSpace) {
+        Map.Entry<Integer, LinkedList<Integer>> entry = freeSpaceIndex.ceilingEntry(freeSpace);
+        if (entry == null || entry.getKey() != freeSpace) {
+            LinkedList<Integer> linkedList = new LinkedList<>();
+            linkedList.add(frameID);
+            freeSpaceIndex.put(freeSpace, linkedList);
+        } else {
+            entry.getValue().add(frameID);
+        }
+    }
+
+    @Override
+    public void reset() {
+        freeSpaceIndex.clear();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeallocatableFramePool.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeallocatableFramePool.java
new file mode 100644
index 0000000..39426c1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeallocatableFramePool.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+
+public interface IDeallocatableFramePool extends IFramePool {
+
+    void deAllocateBuffer(ByteBuffer buffer);
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeletableTupleBufferManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeletableTupleBufferManager.java
new file mode 100644
index 0000000..71d08b2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IDeletableTupleBufferManager.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public interface IDeletableTupleBufferManager extends ITupleBufferManager {
+
+    void deleteTuple(TuplePointer tuplePointer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameBufferManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameBufferManager.java
new file mode 100644
index 0000000..1118bf3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameBufferManager.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Manage the buffer space in the unit of frame.
+ */
+public interface IFrameBufferManager {
+
+    /**
+     * Reset the counters and flags to initial status. This method should not release the pre-allocated resources
+     *
+     * @throws org.apache.hyracks.api.exceptions.HyracksDataException
+     */
+    void reset() throws HyracksDataException;
+
+    /**
+     * @param frameIndex
+     * @param bufferInfo the given object need to be reset
+     * @return the filled bufferInfo to facilitate the chain access
+     */
+    BufferInfo getFrame(int frameIndex, BufferInfo bufferInfo);
+
+    /**
+     * @return the number of frames in this buffer
+     */
+    int getNumFrames();
+
+    /**
+     * Writes the whole frame into the buffer.
+     *
+     * @param frame source frame
+     * @return the id of the inserted frame. return -1 if it failed to insert
+     */
+    int insertFrame(ByteBuffer frame) throws HyracksDataException;
+
+    void close();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameFreeSlotPolicy.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameFreeSlotPolicy.java
new file mode 100644
index 0000000..8a1e004
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFrameFreeSlotPolicy.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+public interface IFrameFreeSlotPolicy {
+
+    /**
+     * Find the best fit frame id which can hold the data, and then pop it out from the index.
+     * Return -1 is failed to find any.
+     *
+     * @param tobeInsertedSize the actual size of the data which should include
+     *                         the meta data like the field offset and the tuple
+     *                         count extra size
+     * @return the best fit frame id
+     */
+    int popBestFit(int tobeInsertedSize);
+
+    /**
+     * Register the new free slot into the index
+     *
+     * @param frameID
+     * @param freeSpace
+     */
+    void pushNewFrame(int frameID, int freeSpace);
+
+    /**
+     * Clear all the existing free slot information.
+     */
+    void reset();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFramePool.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFramePool.java
new file mode 100644
index 0000000..2c6b01e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IFramePool.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFramePool {
+
+    int getMinFrameSize();
+
+    int getMemoryBudgetBytes();
+
+    /**
+     * Get a frame of given size. <br>
+     * Returns {@code null} if failed to allocate the required size of frame
+     *
+     * @param frameSize the actual size of the frame.
+     * @return the allocated frame
+     * @throws HyracksDataException
+     */
+    ByteBuffer allocateFrame(int frameSize) throws HyracksDataException;
+
+    /**
+     * Reset the counters to initial status. This method should not release the pre-allocated resources.
+     */
+    void reset();
+
+    /**
+     * Release the pre-allocated resources.
+     */
+    void close();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedMemoryConstrain.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedMemoryConstrain.java
new file mode 100644
index 0000000..1ba0745
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedMemoryConstrain.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+/**
+ * Provide a customized constraint for different partitions.
+ */
+public interface IPartitionedMemoryConstrain {
+    /**
+     * Set number of frames that can be used by the specific partition.
+     * 
+     * @param partitionId
+     * @return
+     */
+    int frameLimit(int partitionId);
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedTupleBufferManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedTupleBufferManager.java
new file mode 100644
index 0000000..70ca2dd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/IPartitionedTupleBufferManager.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public interface IPartitionedTupleBufferManager {
+
+    int getNumPartitions();
+
+    int getNumTuples(int partition);
+
+    int getPhysicalSize(int partition);
+
+    /**
+     * Insert tuple from (byte[] byteArray,int[] fieldEndOffsets, int start, int size) into
+     * specified partition. The handle is written into the tuplepointer.
+     * <br>
+     * If {@code byteArray} contains the {@code fieldEndOffsets} already, then please set the {@code fieldEndOffsets} as NULL
+     *
+     * @param partition
+     *            the id of the partition to insert the tuple into
+     * @param byteArray
+     *            the byteArray which contains the tuple
+     * @param fieldEndOffsets
+     *            the fieldEndOffsets which comes from the ArrayTupleBuilder, please set it to NULL if the {@code byteArray} already contains the fieldEndOffsets
+     * @param start
+     *            the start offset in the {@code byteArray}
+     * @param size
+     *            the size of the tuple
+     * @param pointer
+     *            the returned pointer indicating the handler inside this buffer manager
+     * @return a boolean value to indicate if the insertion succeed or not
+     */
+    boolean insertTuple(int partition, byte[] byteArray, int[] fieldEndOffsets, int start, int size,
+            TuplePointer pointer) throws HyracksDataException;
+
+    /**
+     * Insert tuple {@code tupleId} from the {@code tupleAccessor} into the given partition.
+     * The returned handle is written into the tuplepointer
+     * 
+     * @param partition
+     *            the id of the partition to insert the tuple
+     * @param tupleAccessor
+     *            the FrameTupleAccessor storage
+     * @param tupleId
+     *            the id of the tuple from the tupleAccessor
+     * @param pointer
+     *            the returned pointer indicating the handler to later fetch the tuple from the buffer maanager
+     * @return true if the insertion succeed. Otherwise return false.
+     * @throws HyracksDataException
+     */
+    boolean insertTuple(int partition, IFrameTupleAccessor tupleAccessor, int tupleId, TuplePointer pointer)
+            throws HyracksDataException;
+
+    /**
+     * Reset to the initial states. The previous allocated resources won't be released in order to be used in the next round.
+     * 
+     * @throws HyracksDataException
+     */
+    void reset() throws HyracksDataException;
+
+    /**
+     * Close the managers which will explicitly release all the allocated resources.
+     */
+    void close();
+
+    ITuplePointerAccessor getTupleAccessor(RecordDescriptor recordDescriptor);
+
+    /**
+     * Flush the particular partition {@code pid} to {@code writer}.
+     * This partition will not be cleared.
+     * Currently it is used by Join where we flush the inner partition to the join (as a frameWriter),
+     * but we will still keep the inner for the next outer partition.
+     * 
+     * @param pid
+     * @param writer
+     * @throws HyracksDataException
+     */
+    void flushPartition(int pid, IFrameWriter writer) throws HyracksDataException;
+
+    /**
+     * Clear the memory occupation of the particular partition.
+     * 
+     * @param partition
+     * @throws HyracksDataException
+     */
+    void clearPartition(int partition) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITupleBufferManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITupleBufferManager.java
new file mode 100644
index 0000000..324401a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITupleBufferManager.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+/**
+ * Manage the buffer space. Different from the {@link IFrameBufferManager}, this one allows the record level manipulation.
+ */
+public interface ITupleBufferManager {
+    /**
+     * Reset the counters and flags to initial status. This method should not release the pre-allocated resources
+     *
+     * @throws org.apache.hyracks.api.exceptions.HyracksDataException
+     */
+    void reset() throws HyracksDataException;
+
+    /**
+     * @return the number of tuples in this buffer
+     */
+    int getNumTuples();
+
+    boolean insertTuple(IFrameTupleAccessor accessor, int idx, TuplePointer tuplePointer) throws HyracksDataException;
+
+    void close() throws HyracksDataException;
+
+    ITuplePointerAccessor createTupleAccessor();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITuplePointerAccessor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITuplePointerAccessor.java
new file mode 100644
index 0000000..a8ab7eb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/ITuplePointerAccessor.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+/**
+ * A cursor-like tuple level accessor to point to a tuple physical byte location inside the {@link ITupleBufferManager}
+ * Some of the BufferManger (e.g. {@link VariableDeletableTupleMemoryManager}are using the different frame structure as
+ * the common {@link org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor} does.
+ * In order to hide the complexity inside the buffer manager, clients can use this Accessor to navigate the internal record.
+ */
+public interface ITuplePointerAccessor extends IFrameTupleAccessor {
+    void reset(TuplePointer tuplePointer);
+
+    int getTupleStartOffset();
+
+    int getTupleLength();
+
+    int getAbsFieldStartOffset(int fieldId);
+
+    int getFieldLength(int fieldId);
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/PreferToSpillFullyOccupiedFramePolicy.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/PreferToSpillFullyOccupiedFramePolicy.java
new file mode 100644
index 0000000..f9387a9
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/PreferToSpillFullyOccupiedFramePolicy.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.util.BitSet;
+import java.util.function.IntUnaryOperator;
+
+/**
+ * This policy is used to decide which partition in {@link VPartitionTupleBufferManager} should be a victim when
+ * there is not enough space to insert new element.
+ */
+public class PreferToSpillFullyOccupiedFramePolicy {
+
+    private final IPartitionedTupleBufferManager bufferManager;
+    private final BitSet spilledStatus;
+    private final int minFrameSize;
+
+    public PreferToSpillFullyOccupiedFramePolicy(IPartitionedTupleBufferManager bufferManager, BitSet spilledStatus,
+            int minFrameSize) {
+        this.bufferManager = bufferManager;
+        this.spilledStatus = spilledStatus;
+        this.minFrameSize = minFrameSize;
+    }
+
+    public int selectVictimPartition(int failedToInsertPartition) {
+        // To avoid flush the half-full frame, it's better to spill itself.
+        if (bufferManager.getNumTuples(failedToInsertPartition) > 0) {
+            return failedToInsertPartition;
+        }
+        int partitionToSpill = findSpilledPartitionWithMaxMemoryUsage();
+        int maxToSpillPartSize = 0;
+        // if we couldn't find the already spilled partition, or it is too small to flush that one,
+        // try to flush an in memory partition.
+        if (partitionToSpill < 0
+                || (maxToSpillPartSize = bufferManager.getPhysicalSize(partitionToSpill)) == minFrameSize) {
+            int partitionInMem = findInMemPartitionWithMaxMemoryUsage();
+            if (partitionInMem >= 0 && bufferManager.getPhysicalSize(partitionInMem) > maxToSpillPartSize) {
+                partitionToSpill = partitionInMem;
+            }
+        }
+        return partitionToSpill;
+    }
+
+    public int findInMemPartitionWithMaxMemoryUsage() {
+        return findMaxSize(spilledStatus.nextClearBit(0), (i) -> spilledStatus.nextClearBit(i + 1));
+    }
+
+    public int findSpilledPartitionWithMaxMemoryUsage() {
+        return findMaxSize(spilledStatus.nextSetBit(0), (i) -> spilledStatus.nextSetBit(i + 1));
+    }
+
+    private int findMaxSize(int startIndex, IntUnaryOperator nextIndexOp) {
+        int pid = -1;
+        int max = 0;
+        for (int i = startIndex; i >= 0 && i < bufferManager.getNumPartitions(); i = nextIndexOp.applyAsInt(i)) {
+            int partSize = bufferManager.getPhysicalSize(i);
+            if (partSize > max) {
+                max = partSize;
+                pid = i;
+            }
+        }
+        return pid;
+    }
+
+    /**
+     * Create an constrain for the already spilled partition that it can only use at most one frame.
+     * 
+     * @param spillStatus
+     * @return
+     */
+    public static IPartitionedMemoryConstrain createAtMostOneFrameForSpilledPartitionConstrain(BitSet spillStatus) {
+        return new IPartitionedMemoryConstrain() {
+            @Override
+            public int frameLimit(int partitionId) {
+                if (spillStatus.get(partitionId)) {
+                    return 1;
+                }
+                return Integer.MAX_VALUE;
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManager.java
new file mode 100644
index 0000000..f46a374
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManager.java
@@ -0,0 +1,277 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.FixedSizeFrame;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FixedSizeFrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+/**
+ * This buffer manager will dived the buffers into given number of partitions.
+ * The cleared partition (spilled one in the caller side) can only get no more than one frame.
+ */
+public class VPartitionTupleBufferManager implements IPartitionedTupleBufferManager {
+
+    private IDeallocatableFramePool framePool;
+    private IFrameBufferManager[] partitionArray;
+    private int[] numTuples;
+    private final FixedSizeFrame appendFrame;
+    private final FixedSizeFrameTupleAppender appender;
+    private BufferInfo tempInfo;
+    private final IPartitionedMemoryConstrain constrain;
+
+    public VPartitionTupleBufferManager(IHyracksFrameMgrContext ctx, IPartitionedMemoryConstrain constrain,
+            int partitions, int frameLimitInBytes) throws HyracksDataException {
+        this.constrain = constrain;
+        this.framePool = new DeallocatableFramePool(ctx, frameLimitInBytes);
+        this.partitionArray = new IFrameBufferManager[partitions];
+        this.numTuples = new int[partitions];
+        this.appendFrame = new FixedSizeFrame();
+        this.appender = new FixedSizeFrameTupleAppender();
+        this.tempInfo = new BufferInfo(null, -1, -1);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        for (IFrameBufferManager part : partitionArray) {
+            if (part != null) {
+                for (int i = 0; i < part.getNumFrames(); i++) {
+                    framePool.deAllocateBuffer(part.getFrame(i, tempInfo).getBuffer());
+                }
+                part.reset();
+            }
+        }
+        Arrays.fill(numTuples, 0);
+        appendFrame.reset(null);
+    }
+
+    @Override
+    public int getNumPartitions() {
+        return partitionArray.length;
+    }
+
+    @Override
+    public int getNumTuples(int partition) {
+        return numTuples[partition];
+    }
+
+    @Override
+    public int getPhysicalSize(int partitionId) {
+        int size = 0;
+        IFrameBufferManager partition = partitionArray[partitionId];
+        if (partition != null) {
+            for (int i = 0; i < partition.getNumFrames(); ++i) {
+                size += partition.getFrame(i, tempInfo).getLength();
+            }
+        }
+        return size;
+    }
+
+    @Override
+    public void clearPartition(int partitionId) throws HyracksDataException {
+        IFrameBufferManager partition = partitionArray[partitionId];
+        if (partition != null) {
+            for (int i = 0; i < partition.getNumFrames(); ++i) {
+                framePool.deAllocateBuffer(partition.getFrame(i, tempInfo).getBuffer());
+            }
+        }
+        partitionArray[partitionId].reset();
+        numTuples[partitionId] = 0;
+    }
+
+    @Override
+    public boolean insertTuple(int partition, byte[] byteArray, int[] fieldEndOffsets, int start, int size,
+            TuplePointer pointer) throws HyracksDataException {
+        int actualSize = calculateActualSize(fieldEndOffsets, size);
+        int fid = getLastBufferOrCreateNewIfNotExist(partition, actualSize);
+        if (fid < 0) {
+            return false;
+        }
+        partitionArray[partition].getFrame(fid, tempInfo);
+        int tid = appendTupleToBuffer(tempInfo, fieldEndOffsets, byteArray, start, size);
+        if (tid < 0) {
+            if (partitionArray[partition].getNumFrames() >= constrain.frameLimit(partition)) {
+                return false;
+            }
+            fid = createNewBuffer(partition, actualSize);
+            if (fid < 0) {
+                return false;
+            }
+            partitionArray[partition].getFrame(fid, tempInfo);
+            tid = appendTupleToBuffer(tempInfo, fieldEndOffsets, byteArray, start, size);
+        }
+        pointer.reset(makeGroupFrameId(partition, fid), tid);
+        numTuples[partition]++;
+        return true;
+    }
+
+    @Override
+    public boolean insertTuple(int partition, IFrameTupleAccessor tupleAccessor, int tupleId, TuplePointer pointer)
+            throws HyracksDataException {
+        return insertTuple(partition, tupleAccessor.getBuffer().array(), null,
+                tupleAccessor.getTupleStartOffset(tupleId), tupleAccessor.getTupleLength(tupleId), pointer);
+    }
+
+    private static int calculateActualSize(int[] fieldEndOffsets, int size) {
+        if (fieldEndOffsets != null) {
+            return FrameHelper.calcRequiredSpace(fieldEndOffsets.length, size);
+        }
+        return FrameHelper.calcRequiredSpace(0, size);
+    }
+
+    private int makeGroupFrameId(int partition, int fid) {
+        return fid * getNumPartitions() + partition;
+    }
+
+    private int parsePartitionId(int externalFrameId) {
+        return externalFrameId % getNumPartitions();
+    }
+
+    private int parseFrameIdInPartition(int externalFrameId) {
+        return externalFrameId / getNumPartitions();
+    }
+
+    private int createNewBuffer(int partition, int size) throws HyracksDataException {
+        ByteBuffer newBuffer = requestNewBufferFromPool(size);
+        if (newBuffer == null) {
+            return -1;
+        }
+        appendFrame.reset(newBuffer);
+        appender.reset(appendFrame, true);
+        return partitionArray[partition].insertFrame(newBuffer);
+    }
+
+    private ByteBuffer requestNewBufferFromPool(int recordSize) throws HyracksDataException {
+        int frameSize = FrameHelper.calcAlignedFrameSizeToStore(0, recordSize, framePool.getMinFrameSize());
+        return framePool.allocateFrame(frameSize);
+    }
+
+    private int appendTupleToBuffer(BufferInfo bufferInfo, int[] fieldEndOffsets, byte[] byteArray, int start, int size)
+            throws HyracksDataException {
+        assert (bufferInfo.getStartOffset() == 0) : "Haven't supported yet in FrameTupleAppender";
+        if (bufferInfo.getBuffer() != appendFrame.getBuffer()) {
+            appendFrame.reset(bufferInfo.getBuffer());
+            appender.reset(appendFrame, false);
+        }
+        if (fieldEndOffsets == null) {
+            if (appender.append(byteArray, start, size)) {
+                return appender.getTupleCount() - 1;
+            }
+        } else {
+            if (appender.append(fieldEndOffsets, byteArray, start, size)) {
+                return appender.getTupleCount() - 1;
+            }
+        }
+
+        return -1;
+    }
+
+    private int getLastBufferOrCreateNewIfNotExist(int partition, int actualSize) throws HyracksDataException {
+        if (partitionArray[partition] == null || partitionArray[partition].getNumFrames() == 0) {
+            partitionArray[partition] = new PartitionFrameBufferManager();
+            return createNewBuffer(partition, actualSize);
+        }
+        return partitionArray[partition].getNumFrames() - 1;
+    }
+
+    @Override
+    public void close() {
+        framePool.close();
+        Arrays.fill(partitionArray, null);
+    }
+
+    private static class PartitionFrameBufferManager implements IFrameBufferManager {
+
+        ArrayList<ByteBuffer> buffers = new ArrayList<>();
+
+        @Override
+        public void reset() throws HyracksDataException {
+            buffers.clear();
+        }
+
+        @Override
+        public BufferInfo getFrame(int frameIndex, BufferInfo returnedInfo) {
+            returnedInfo.reset(buffers.get(frameIndex), 0, buffers.get(frameIndex).capacity());
+            return returnedInfo;
+        }
+
+        @Override
+        public int getNumFrames() {
+            return buffers.size();
+        }
+
+        @Override
+        public int insertFrame(ByteBuffer frame) throws HyracksDataException {
+            buffers.add(frame);
+            return buffers.size() - 1;
+        }
+
+        @Override
+        public void close() {
+            buffers = null;
+        }
+
+    }
+
+    @Override
+    public ITuplePointerAccessor getTupleAccessor(final RecordDescriptor recordDescriptor) {
+        return new AbstractTuplePointerAccessor() {
+            FrameTupleAccessor innerAccessor = new FrameTupleAccessor(recordDescriptor);
+
+            @Override
+            IFrameTupleAccessor getInnerAccessor() {
+                return innerAccessor;
+            }
+
+            @Override
+            void resetInnerAccessor(TuplePointer tuplePointer) {
+                partitionArray[parsePartitionId(tuplePointer.frameIndex)]
+                        .getFrame(parseFrameIdInPartition(tuplePointer.frameIndex), tempInfo);
+                innerAccessor.reset(tempInfo.getBuffer(), tempInfo.getStartOffset(), tempInfo.getLength());
+            }
+        };
+    }
+
+    @Override
+    public void flushPartition(int pid, IFrameWriter writer) throws HyracksDataException {
+        IFrameBufferManager partition = partitionArray[pid];
+        if (partition != null && getNumTuples(pid) > 0) {
+            for (int i = 0; i < partition.getNumFrames(); ++i) {
+                partition.getFrame(i, tempInfo);
+                tempInfo.getBuffer().position(tempInfo.getStartOffset());
+                tempInfo.getBuffer().limit(tempInfo.getStartOffset() + tempInfo.getLength());
+                writer.nextFrame(tempInfo.getBuffer());
+            }
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableDeletableTupleMemoryManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableDeletableTupleMemoryManager.java
new file mode 100644
index 0000000..4359e49
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableDeletableTupleMemoryManager.java
@@ -0,0 +1,188 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.sort.util.DeletableFrameTupleAppender;
+import org.apache.hyracks.dataflow.std.sort.util.IAppendDeletableFrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+/**
+ * Enable the delete record operation in the memory management. This is only used in the {@link org.apache.hyracks.dataflow.std.sort.HeapSortRunGenerator}
+ */
+public class VariableDeletableTupleMemoryManager implements IDeletableTupleBufferManager {
+
+    private final static Logger LOG = Logger.getLogger(VariableDeletableTupleMemoryManager.class.getName());
+
+    private final int MIN_FREE_SPACE;
+    private final IFramePool pool;
+    private final IFrameFreeSlotPolicy policy;
+    private final IAppendDeletableFrameTupleAccessor accessor;
+    private final ArrayList<ByteBuffer> frames;
+    private final RecordDescriptor recordDescriptor;
+    private int numTuples;
+    private int statsReOrg;
+
+    public VariableDeletableTupleMemoryManager(IFramePool framePool, RecordDescriptor recordDescriptor) {
+        this.pool = framePool;
+        int maxFrames = framePool.getMemoryBudgetBytes() / framePool.getMinFrameSize();
+        this.policy = new FrameFreeSlotLastFit(maxFrames);
+        this.accessor = new DeletableFrameTupleAppender(recordDescriptor);
+        this.frames = new ArrayList<>();
+        this.MIN_FREE_SPACE = calculateMinFreeSpace(recordDescriptor);
+        this.recordDescriptor = recordDescriptor;
+        this.numTuples = 0;
+        this.statsReOrg = 0;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        pool.reset();
+        policy.reset();
+        frames.clear();
+        numTuples = 0;
+    }
+
+    @Override
+    public int getNumTuples() {
+        return numTuples;
+    }
+
+    @Override
+    public boolean insertTuple(IFrameTupleAccessor fta, int idx, TuplePointer tuplePointer)
+            throws HyracksDataException {
+        int requiredFreeSpace = calculatePhysicalSpace(fta, idx);
+        int frameId = findAvailableFrame(requiredFreeSpace);
+        if (frameId < 0) {
+            if (canBeInsertedAfterCleanUpFragmentation(requiredFreeSpace)) {
+                reOrganizeFrames();
+                frameId = findAvailableFrame(requiredFreeSpace);
+                statsReOrg++;
+            } else {
+                return false;
+            }
+        }
+        assert frameId >= 0;
+        accessor.reset(frames.get(frameId));
+        assert accessor.getContiguousFreeSpace() >= requiredFreeSpace;
+        int tid = accessor.append(fta, idx);
+        assert tid >= 0;
+        tuplePointer.reset(frameId, tid);
+        if (accessor.getContiguousFreeSpace() > MIN_FREE_SPACE) {
+            policy.pushNewFrame(frameId, accessor.getContiguousFreeSpace());
+        }
+        numTuples++;
+        return true;
+    }
+
+    private void reOrganizeFrames() {
+        policy.reset();
+        for (int i = 0; i < frames.size(); i++) {
+            accessor.reset(frames.get(i));
+            accessor.reOrganizeBuffer();
+            policy.pushNewFrame(i, accessor.getContiguousFreeSpace());
+        }
+    }
+
+    private boolean canBeInsertedAfterCleanUpFragmentation(int requiredFreeSpace) {
+        for (int i = 0; i < frames.size(); i++) {
+            accessor.reset(frames.get(i));
+            if (accessor.getTotalFreeSpace() >= requiredFreeSpace) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private int findAvailableFrame(int requiredFreeSpace) throws HyracksDataException {
+        int frameId = policy.popBestFit(requiredFreeSpace);
+        if (frameId >= 0) {
+            return frameId;
+        }
+
+        int frameSize = calculateMinFrameSizeToPlaceTuple(requiredFreeSpace, pool.getMinFrameSize());
+        ByteBuffer buffer = pool.allocateFrame(frameSize);
+        if (buffer != null) {
+            accessor.clear(buffer);
+            frames.add(buffer);
+            return frames.size() - 1;
+        }
+        return -1;
+    }
+
+    private static int calculateMinFrameSizeToPlaceTuple(int requiredFreeSpace, int minFrameSize) {
+        return (1 + (requiredFreeSpace + 4 - 1) / minFrameSize) * minFrameSize;
+    }
+
+    private static int calculatePhysicalSpace(IFrameTupleAccessor fta, int idx) {
+        // 4 bytes to store the offset
+        return 4 + fta.getTupleLength(idx);
+    }
+
+    private static int calculateMinFreeSpace(RecordDescriptor recordDescriptor) {
+        // + 4 for the tuple offset
+        return recordDescriptor.getFieldCount() * 4 + 4;
+    }
+
+    @Override
+    public void deleteTuple(TuplePointer tuplePointer) throws HyracksDataException {
+        accessor.reset(frames.get(tuplePointer.frameIndex));
+        accessor.delete(tuplePointer.tupleIndex);
+        numTuples--;
+    }
+
+    @Override
+    public void close() {
+        pool.close();
+        policy.reset();
+        frames.clear();
+        numTuples = 0;
+        if (LOG.isLoggable(Level.FINE)) {
+            LOG.fine("VariableTupleMemoryManager has reorganized " + statsReOrg + " times");
+        }
+        statsReOrg = 0;
+    }
+
+    @Override
+    public ITuplePointerAccessor createTupleAccessor() {
+        return new AbstractTuplePointerAccessor() {
+            private IAppendDeletableFrameTupleAccessor bufferAccessor = new DeletableFrameTupleAppender(
+                    recordDescriptor);
+
+            @Override
+            IFrameTupleAccessor getInnerAccessor() {
+                return bufferAccessor;
+            }
+
+            @Override
+            void resetInnerAccessor(TuplePointer tuplePointer) {
+                bufferAccessor.reset(frames.get(tuplePointer.frameIndex));
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFrameMemoryManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFrameMemoryManager.java
new file mode 100644
index 0000000..fe7de23
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFrameMemoryManager.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+public class VariableFrameMemoryManager implements IFrameBufferManager {
+
+    class PhysicalFrameOffset {
+        ByteBuffer physicalFrame;
+        int physicalOffset;
+
+        PhysicalFrameOffset(ByteBuffer frame, int offset) {
+            physicalFrame = frame;
+            physicalOffset = offset;
+        }
+    }
+
+    private final IFramePool framePool;
+    private List<PhysicalFrameOffset> physicalFrameOffsets;
+    private List<BufferInfo> logicalFrameStartSizes;
+    private final IFrameFreeSlotPolicy freeSlotPolicy;
+
+    public VariableFrameMemoryManager(IFramePool framePool, IFrameFreeSlotPolicy freeSlotPolicy) {
+        this.framePool = framePool;
+        this.freeSlotPolicy = freeSlotPolicy;
+        this.physicalFrameOffsets = new ArrayList<>();
+        this.logicalFrameStartSizes = new ArrayList<>();
+    }
+
+    private int findAvailableFrame(int frameSize) throws HyracksDataException {
+        int frameId = freeSlotPolicy.popBestFit(frameSize);
+        if (frameId >= 0) {
+            return frameId;
+        }
+        ByteBuffer buffer = framePool.allocateFrame(frameSize);
+        if (buffer != null) {
+            IntSerDeUtils.putInt(buffer.array(), FrameHelper.getTupleCountOffset(buffer.capacity()), 0);
+            physicalFrameOffsets.add(new PhysicalFrameOffset(buffer, 0));
+            return physicalFrameOffsets.size() - 1;
+        }
+        return -1;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        physicalFrameOffsets.clear();
+        logicalFrameStartSizes.clear();
+        freeSlotPolicy.reset();
+        framePool.reset();
+    }
+
+    @Override
+    public BufferInfo getFrame(int frameIndex, BufferInfo info) {
+        info.reset(logicalFrameStartSizes.get(frameIndex));
+        return info;
+    }
+
+    @Override
+    public int getNumFrames() {
+        return logicalFrameStartSizes.size();
+    }
+
+    @Override
+    public int insertFrame(ByteBuffer frame) throws HyracksDataException {
+        int frameSize = frame.capacity();
+        int physicalFrameId = findAvailableFrame(frameSize);
+        if (physicalFrameId < 0) {
+            return -1;
+        }
+        PhysicalFrameOffset frameOffset = physicalFrameOffsets.get(physicalFrameId);
+        ByteBuffer buffer = frameOffset.physicalFrame;
+        int offset = frameOffset.physicalOffset;
+        System.arraycopy(frame.array(), 0, buffer.array(), offset, frameSize);
+        if (offset + frameSize < buffer.capacity()) {
+            freeSlotPolicy.pushNewFrame(physicalFrameId, buffer.capacity() - offset - frameSize);
+        }
+        frameOffset.physicalOffset = offset + frameSize;
+        logicalFrameStartSizes.add(new BufferInfo(buffer, offset, frameSize));
+        return logicalFrameStartSizes.size() - 1;
+    }
+
+    @Override
+    public void close() {
+        physicalFrameOffsets.clear();
+        logicalFrameStartSizes.clear();
+        freeSlotPolicy.reset();
+        framePool.close();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePool.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePool.java
new file mode 100644
index 0000000..f83eb8b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePool.java
@@ -0,0 +1,205 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.BitSet;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class VariableFramePool implements IFramePool {
+    public static final int UNLIMITED_MEMORY = -1;
+
+    private final IHyracksFrameMgrContext ctx;
+    private final int minFrameSize;
+    private final int memBudget;
+
+    private int allocateMem;
+    private ArrayList<ByteBuffer> buffers; // the unused slots were sorted by size increasingly.
+    private BitSet used; // the merged one also marked as used.
+
+    /**
+     * The constructor of the VariableFramePool.
+     *
+     * @param ctx
+     * @param memBudgetInBytes
+     *            the given memory budgets to allocate the frames. If it less than 0, it will be treated as unlimited budgets
+     */
+    public VariableFramePool(IHyracksFrameMgrContext ctx, int memBudgetInBytes) {
+        this.ctx = ctx;
+        this.minFrameSize = ctx.getInitialFrameSize();
+        this.allocateMem = 0;
+        if (memBudgetInBytes == UNLIMITED_MEMORY) {
+            this.memBudget = Integer.MAX_VALUE;
+            this.buffers = new ArrayList<>();
+            this.used = new BitSet();
+        } else {
+            this.memBudget = memBudgetInBytes;
+            this.buffers = new ArrayList<>(memBudgetInBytes / minFrameSize);
+            this.used = new BitSet(memBudgetInBytes / minFrameSize);
+        }
+    }
+
+    @Override
+    public int getMinFrameSize() {
+        return minFrameSize;
+    }
+
+    @Override
+    public int getMemoryBudgetBytes() {
+        return memBudget;
+    }
+
+    @Override
+    public ByteBuffer allocateFrame(int frameSize) throws HyracksDataException {
+        int frameId = findExistingFrame(frameSize);
+        if (frameId >= 0) {
+            return reuseFrame(frameId);
+        }
+        if (haveEnoughFreeSpace(frameSize)) {
+            return createNewFrame(frameSize);
+        }
+        return mergeExistingFrames(frameSize);
+
+    }
+
+    private boolean haveEnoughFreeSpace(int frameSize) {
+        return frameSize + allocateMem <= memBudget;
+    }
+
+    private static int getFirstUnusedPos(BitSet used) {
+        return used.nextClearBit(0);
+    }
+
+    private static int getLastUnusedPos(BitSet used, int lastPos) {
+        return used.previousClearBit(lastPos);
+    }
+
+    private static int binarySearchUnusedBuffer(ArrayList<ByteBuffer> buffers, BitSet used, int frameSize) {
+        int l = getFirstUnusedPos(used); // to skip the merged null buffers
+        int h = getLastUnusedPos(used, (buffers.size() - 1)) + 1; // to skip the newly created buffers
+        if (l >= h) {
+            return -1;
+        }
+        int highest = h;
+        int mid = (l + h) / 2;
+        while (l < h) {
+            ByteBuffer buffer = buffers.get(mid);
+            if (buffer.capacity() == frameSize) {
+                break;
+            }
+            if (buffer.capacity() < frameSize) {
+                l = mid + 1;
+            } else {
+                h = mid;
+            }
+            mid = (l + h) / 2;
+        }
+        mid = used.nextClearBit(mid);
+        return mid < highest ? mid : -1;
+    }
+
+    private int findExistingFrame(int frameSize) {
+        return binarySearchUnusedBuffer(buffers, used, frameSize);
+    }
+
+    private ByteBuffer reuseFrame(int id) {
+        used.set(id);
+        buffers.get(id).clear();
+        return buffers.get(id);
+    }
+
+    private ByteBuffer createNewFrame(int frameSize) throws HyracksDataException {
+        buffers.add(ctx.allocateFrame(frameSize));
+        allocateMem += frameSize;
+        return reuseFrame(buffers.size() - 1);
+    }
+
+    /**
+     * The merging sequence is from the smallest to the largest order.
+     * Once the buffer get merged, it will be remove from the list in order to free the object.
+     * And the index spot of it will be marked as used.
+     *
+     * @param frameSize
+     * @return
+     * @throws HyracksDataException
+     */
+    private ByteBuffer mergeExistingFrames(int frameSize) throws HyracksDataException {
+        int mergedSize = memBudget - allocateMem;
+        int highBound = getLastUnusedPos(used, buffers.size() - 1) + 1;
+        for (int i = getFirstUnusedPos(used); i < highBound; ++i) {
+            if (!used.get(i)) {
+                mergedSize += deAllocateFrame(i);
+                if (mergedSize >= frameSize) {
+                    return createNewFrame(mergedSize);
+                }
+            }
+        }
+        return null;
+    }
+
+    private int deAllocateFrame(int id) {
+        ByteBuffer frame = buffers.get(id);
+        ctx.deallocateFrames(frame.capacity());
+        buffers.set(id, null);
+        used.set(id);
+        allocateMem -= frame.capacity();
+        return frame.capacity();
+    }
+
+    @Override
+    public void reset() {
+        removeEmptySpot(buffers);
+        Collections.sort(buffers, sizeByteBufferComparator);
+        used.clear();
+    }
+
+    private static void removeEmptySpot(List<ByteBuffer> buffers) {
+        for (int i = 0; i < buffers.size();) {
+            if (buffers.get(i) == null) {
+                buffers.remove(i);
+            } else {
+                i++;
+            }
+        }
+    }
+
+    @Override
+    public void close() {
+        buffers.clear();
+        used.clear();
+        allocateMem = 0;
+    }
+
+    private static Comparator<ByteBuffer> sizeByteBufferComparator = new Comparator<ByteBuffer>() {
+        @Override
+        public int compare(ByteBuffer o1, ByteBuffer o2) {
+            if (o1.capacity() == o2.capacity()) {
+                return 0;
+            }
+            return o1.capacity() < o2.capacity() ? -1 : 1;
+        }
+    };
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/AbstractPartitionCollector.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/AbstractPartitionCollector.java
new file mode 100644
index 0000000..b558ea3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/AbstractPartitionCollector.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.job.JobId;
+
+public abstract class AbstractPartitionCollector implements IPartitionCollector {
+    protected final IHyracksTaskContext ctx;
+
+    protected final ConnectorDescriptorId connectorId;
+
+    protected final int receiverIndex;
+
+    public AbstractPartitionCollector(IHyracksTaskContext ctx, ConnectorDescriptorId connectorId, int receiverIndex) {
+        this.ctx = ctx;
+        this.connectorId = connectorId;
+        this.receiverIndex = receiverIndex;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return ctx.getJobletContext().getJobId();
+    }
+
+    @Override
+    public ConnectorDescriptorId getConnectorId() {
+        return connectorId;
+    }
+
+    @Override
+    public int getReceiverIndex() {
+        return receiverIndex;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionAcceptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionAcceptor.java
new file mode 100644
index 0000000..fe5fe61
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionAcceptor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public interface IPartitionAcceptor {
+    public void addPartition(PartitionId pid, IInputChannel channel);
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionBatchManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionBatchManager.java
new file mode 100644
index 0000000..657769b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/IPartitionBatchManager.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IPartitionBatchManager extends IPartitionAcceptor {
+    public void getNextBatch(List<IFrameReader> batch, int size) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/InputChannelFrameReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/InputChannelFrameReader.java
new file mode 100644
index 0000000..7ff280b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/InputChannelFrameReader.java
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public class InputChannelFrameReader implements IFrameReader, IInputChannelMonitor {
+    private final IInputChannel channel;
+
+    private int availableFrames;
+
+    private boolean eos;
+
+    private boolean failed;
+
+    public InputChannelFrameReader(IInputChannel channel) {
+        this.channel = channel;
+        availableFrames = 0;
+        eos = false;
+        failed = false;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+    }
+
+    private synchronized boolean canGetNextBuffer() throws HyracksDataException {
+        while (!failed && !eos && availableFrames <= 0) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if (failed) {
+            // Do not throw exception here to allow the root cause exception gets propagated to the master first.
+            // Return false to allow the nextFrame(...) call to be a non-op.
+            return false;
+        }
+        if (availableFrames <= 0 && eos) {
+            return false;
+        }
+        --availableFrames;
+        return true;
+    }
+
+    /**
+     * This implementation works under the truth that one Channel is neverNonDeterministicChannelReader shared by two readers.
+     * More precisely, one channel only has exact one reader and one writer side.
+     *
+     * @param frame
+     *            outputFrame
+     * @return {@code true} if succeed to read the data from the channel to the {@code frame}.
+     *         Otherwise return {@code false} if the end of stream is reached.
+     * @throws HyracksDataException
+     */
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        if (!canGetNextBuffer()) {
+            return false;
+        }
+        frame.reset();
+        ByteBuffer srcFrame = channel.getNextBuffer();
+        int nBlocks = FrameHelper.deserializeNumOfMinFrame(srcFrame);
+        frame.ensureFrameSize(frame.getMinSize() * nBlocks);
+        FrameUtils.copyWholeFrame(srcFrame, frame.getBuffer());
+        channel.recycleBuffer(srcFrame);
+
+        for (int i = 1; i < nBlocks; ++i) {
+            if (!canGetNextBuffer()) {
+                throw new HyracksDataException(
+                        "InputChannelReader is waiting for the new frames, but the input stream is finished");
+            }
+            srcFrame = channel.getNextBuffer();
+            frame.getBuffer().put(srcFrame);
+            channel.recycleBuffer(srcFrame);
+        }
+        if (frame.getBuffer().hasRemaining()) { // bigger frame
+            FrameHelper.clearRemainingFrame(frame.getBuffer(), frame.getBuffer().position());
+        }
+        frame.getBuffer().flip();
+        return true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+
+    }
+
+    @Override
+    public synchronized void notifyFailure(IInputChannel channel) {
+        failed = true;
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void notifyDataAvailability(IInputChannel channel, int nFrames) {
+        availableFrames += nFrames;
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void notifyEndOfStream(IInputChannel channel) {
+        eos = true;
+        notifyAll();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicChannelReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicChannelReader.java
new file mode 100644
index 0000000..0cc0170
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicChannelReader.java
@@ -0,0 +1,177 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.nio.ByteBuffer;
+import java.util.BitSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.channels.IInputChannelMonitor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class NonDeterministicChannelReader implements IInputChannelMonitor, IPartitionAcceptor {
+    private static final Logger LOGGER = Logger.getLogger(NonDeterministicChannelReader.class.getName());
+
+    private final int nSenderPartitions;
+
+    private final IInputChannel[] channels;
+
+    private final BitSet frameAvailability;
+
+    private final int[] availableFrameCounts;
+
+    private final BitSet eosSenders;
+
+    private final BitSet failSenders;
+
+    private final BitSet closedSenders;
+
+    private int lastReadSender;
+
+    public NonDeterministicChannelReader(int nSenderPartitions, BitSet expectedPartitions) {
+        this.nSenderPartitions = nSenderPartitions;
+        channels = new IInputChannel[nSenderPartitions];
+        eosSenders = new BitSet(nSenderPartitions);
+        failSenders = new BitSet(nSenderPartitions);
+        closedSenders = new BitSet(nSenderPartitions);
+        closedSenders.or(expectedPartitions);
+        closedSenders.flip(0, nSenderPartitions);
+        frameAvailability = new BitSet(nSenderPartitions);
+        availableFrameCounts = new int[nSenderPartitions];
+    }
+
+    @Override
+    public void addPartition(PartitionId pid, IInputChannel channel) {
+        channel.registerMonitor(this);
+        channel.setAttachment(pid);
+        synchronized (this) {
+            channels[pid.getSenderIndex()] = channel;
+        }
+    }
+
+    public int getSenderPartitionCount() {
+        return nSenderPartitions;
+    }
+
+    public synchronized ByteBuffer getNextBuffer(int index) throws HyracksDataException {
+        while ((availableFrameCounts[index] <= 0)) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if (--availableFrameCounts[index] == 0) {
+            frameAvailability.clear(index);
+        }
+        return channels[index].getNextBuffer();
+
+    }
+
+    public void recycleBuffer(int index, ByteBuffer frame) {
+        channels[index].recycleBuffer(frame);
+    }
+
+    public void open() throws HyracksDataException {
+        lastReadSender = -1;
+    }
+
+    public synchronized int findNextSender() throws HyracksDataException {
+        while (true) {
+            lastReadSender = frameAvailability.nextSetBit(lastReadSender + 1);
+            if (lastReadSender < 0) {
+                lastReadSender = frameAvailability.nextSetBit(0);
+            }
+            if (lastReadSender >= 0) {
+                assert availableFrameCounts[lastReadSender] > 0;
+                return lastReadSender;
+            }
+            if (!failSenders.isEmpty()) {
+                // Do not throw exception here to allow the root cause exception gets propagated to the master first.
+                // Return a negative value to allow the nextFrame(...) call to be a non-op.
+                return -1;
+            }
+            for (int i = eosSenders.nextSetBit(0); i >= 0; i = eosSenders.nextSetBit(i)) {
+                channels[i].close();
+                eosSenders.clear(i);
+                closedSenders.set(i);
+            }
+            int nextClosedBitIndex = closedSenders.nextClearBit(0);
+            if (nextClosedBitIndex < 0 || nextClosedBitIndex >= nSenderPartitions) {
+                lastReadSender = -1;
+                return lastReadSender;
+            }
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    public synchronized void close() throws HyracksDataException {
+        for (int i = closedSenders.nextClearBit(0); i >= 0
+                && i < nSenderPartitions; i = closedSenders.nextClearBit(i + 1)) {
+            if (channels[i] != null) {
+                channels[i].close();
+                channels[i] = null;
+            }
+        }
+    }
+
+    @Override
+    public synchronized void notifyFailure(IInputChannel channel) {
+        PartitionId pid = (PartitionId) channel.getAttachment();
+        int senderIndex = pid.getSenderIndex();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Failure: " + pid.getConnectorDescriptorId() + " sender: " + senderIndex + " receiver: "
+                    + pid.getReceiverIndex());
+        }
+        failSenders.set(senderIndex);
+        eosSenders.set(senderIndex);
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void notifyDataAvailability(IInputChannel channel, int nFrames) {
+        PartitionId pid = (PartitionId) channel.getAttachment();
+        int senderIndex = pid.getSenderIndex();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Data available: " + pid.getConnectorDescriptorId() + " sender: " + senderIndex + " receiver: "
+                    + pid.getReceiverIndex());
+        }
+        availableFrameCounts[senderIndex] += nFrames;
+        frameAvailability.set(senderIndex);
+        notifyAll();
+    }
+
+    @Override
+    public synchronized void notifyEndOfStream(IInputChannel channel) {
+        PartitionId pid = (PartitionId) channel.getAttachment();
+        int senderIndex = pid.getSenderIndex();
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("EOS: " + pid);
+        }
+        eosSenders.set(senderIndex);
+        notifyAll();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicFrameReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicFrameReader.java
new file mode 100644
index 0000000..94cec74
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicFrameReader.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public class NonDeterministicFrameReader implements IFrameReader {
+    private final NonDeterministicChannelReader channelReader;
+
+    public NonDeterministicFrameReader(NonDeterministicChannelReader channelReader) {
+        this.channelReader = channelReader;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        channelReader.open();
+    }
+
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        int index = channelReader.findNextSender();
+        if (index < 0) {
+            return false;
+        }
+        frame.reset();
+        ByteBuffer srcFrame = channelReader.getNextBuffer(index);
+        int nBlocks = FrameHelper.deserializeNumOfMinFrame(srcFrame);
+        frame.ensureFrameSize(frame.getMinSize() * nBlocks);
+        FrameUtils.copyWholeFrame(srcFrame, frame.getBuffer());
+        channelReader.recycleBuffer(index, srcFrame);
+        for (int i = 1; i < nBlocks; ++i) {
+            srcFrame = channelReader.getNextBuffer(index);
+            frame.getBuffer().put(srcFrame);
+            channelReader.recycleBuffer(index, srcFrame);
+        }
+        if (frame.getBuffer().hasRemaining()) { // bigger frame
+            FrameHelper.clearRemainingFrame(frame.getBuffer(), frame.getBuffer().position());
+        }
+        frame.getBuffer().flip();
+        return true;
+    }
+
+    @Override
+    public synchronized void close() throws HyracksDataException {
+        channelReader.close();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicPartitionBatchManager.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicPartitionBatchManager.java
new file mode 100644
index 0000000..9b12e64
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/NonDeterministicPartitionBatchManager.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class NonDeterministicPartitionBatchManager implements IPartitionBatchManager {
+    private final IInputChannel[] channels;
+
+    private List<IFrameReader> partitions;
+
+    private List<IFrameReader> batch;
+
+    private int requiredSize;
+
+    public NonDeterministicPartitionBatchManager(int nSenders) {
+        channels = new IInputChannel[nSenders];
+        partitions = new ArrayList<IFrameReader>();
+    }
+
+    @Override
+    public synchronized void addPartition(PartitionId pid, IInputChannel channel) {
+        channels[pid.getSenderIndex()] = channel;
+        InputChannelFrameReader channelReader = new InputChannelFrameReader(channel);
+        channel.registerMonitor(channelReader);
+        if (batch != null && batch.size() < requiredSize) {
+            batch.add(channelReader);
+            if (batch.size() == requiredSize) {
+                notifyAll();
+            }
+        } else {
+            partitions.add(channelReader);
+        }
+    }
+
+    @Override
+    public synchronized void getNextBatch(List<IFrameReader> batch, int size) throws HyracksDataException {
+        if (partitions.size() <= size) {
+            batch.addAll(partitions);
+            partitions.clear();
+        } else if (partitions.size() > size) {
+            List<IFrameReader> sublist = partitions.subList(0, size);
+            batch.addAll(sublist);
+            sublist.clear();
+        }
+        if (batch.size() == size) {
+            return;
+        }
+        this.batch = batch;
+        this.requiredSize = size;
+        while (batch.size() < size) {
+            try {
+                wait();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        this.batch = null;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/PartitionCollector.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/PartitionCollector.java
new file mode 100644
index 0000000..6d653d2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/PartitionCollector.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.util.ArrayList;
+import java.util.BitSet;
+import java.util.Collection;
+
+import org.apache.hyracks.api.channels.IInputChannel;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.PartitionChannel;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ConnectorDescriptorId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.partitions.PartitionId;
+
+public class PartitionCollector extends AbstractPartitionCollector {
+    private final BitSet expectedPartitions;
+
+    private final IFrameReader frameReader;
+
+    private final IPartitionAcceptor pa;
+
+    public PartitionCollector(IHyracksTaskContext ctx, ConnectorDescriptorId connectorId, int receiverIndex,
+            BitSet expectedPartitions, IFrameReader frameReader, IPartitionAcceptor pa) {
+        super(ctx, connectorId, receiverIndex);
+        this.expectedPartitions = expectedPartitions;
+        this.frameReader = frameReader;
+        this.pa = pa;
+    }
+
+    @Override
+    public void open() throws HyracksException {
+    }
+
+    @Override
+    public void addPartitions(Collection<PartitionChannel> partitions) throws HyracksException {
+        for (PartitionChannel pc : partitions) {
+            PartitionId pid = pc.getPartitionId();
+            IInputChannel channel = pc.getInputChannel();
+            pa.addPartition(pid, channel);
+            channel.open(ctx);
+        }
+    }
+
+    @Override
+    public IFrameReader getReader() throws HyracksException {
+        return frameReader;
+    }
+
+    @Override
+    public void close() throws HyracksException {
+
+    }
+
+    @Override
+    public Collection<PartitionId> getRequiredPartitionIds() throws HyracksException {
+        Collection<PartitionId> c = new ArrayList<PartitionId>(expectedPartitions.cardinality());
+        for (int i = expectedPartitions.nextSetBit(0); i >= 0; i = expectedPartitions.nextSetBit(i + 1)) {
+            c.add(new PartitionId(getJobId(), getConnectorId(), i, getReceiverIndex()));
+        }
+        return c;
+    }
+
+    @Override
+    public void abort() {
+
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/SortMergeFrameReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/SortMergeFrameReader.java
new file mode 100644
index 0000000..4359b54
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/collectors/SortMergeFrameReader.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.collectors;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.sort.RunMergingFrameReader;
+
+public class SortMergeFrameReader implements IFrameReader {
+    private IHyracksTaskContext ctx;
+    private final int maxConcurrentMerges;
+    private final int nSenders;
+    private final int[] sortFields;
+    private final IBinaryComparator[] comparators;
+    private final INormalizedKeyComputer nmkComputer;
+    private final RecordDescriptor recordDescriptor;
+    private final IPartitionBatchManager pbm;
+
+    private RunMergingFrameReader merger;
+
+    public SortMergeFrameReader(IHyracksTaskContext ctx, int maxConcurrentMerges, int nSenders, int[] sortFields,
+            IBinaryComparator[] comparators, INormalizedKeyComputer nmkComputer, RecordDescriptor recordDescriptor,
+            IPartitionBatchManager pbm) {
+        this.ctx = ctx;
+        this.maxConcurrentMerges = maxConcurrentMerges;
+        this.nSenders = nSenders;
+        this.sortFields = sortFields;
+        this.comparators = comparators;
+        this.nmkComputer = nmkComputer;
+        this.recordDescriptor = recordDescriptor;
+        this.pbm = pbm;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (maxConcurrentMerges >= nSenders) {
+            List<IFrame> inFrames = new ArrayList<>(nSenders);
+            for (int i = 0; i < nSenders; ++i) {
+                inFrames.add(new VSizeFrame(ctx));
+            }
+            List<IFrameReader> batch = new ArrayList<IFrameReader>(nSenders);
+            pbm.getNextBatch(batch, nSenders);
+            merger = new RunMergingFrameReader(ctx, batch, inFrames, sortFields,
+                    comparators, nmkComputer, recordDescriptor);
+        } else {
+            // multi level merge.
+            throw new HyracksDataException("Not yet supported");
+        }
+        merger.open();
+    }
+
+    @Override
+    public boolean nextFrame(IFrame frame) throws HyracksDataException {
+        return merger.nextFrame(frame);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        merger.close();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/GlobalHashingLocalityMap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/GlobalHashingLocalityMap.java
new file mode 100644
index 0000000..7c34d98
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/GlobalHashingLocalityMap.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+public class GlobalHashingLocalityMap implements ILocalityMap {
+
+    private static final long serialVersionUID = 1L;
+
+    private int[] consumers;
+
+    /* (non-Javadoc)
+     * @see org.apache.hyracks.examples.text.client.aggregation.helpers.ILocalityMap#getConsumers(int)
+     */
+    @Override
+    public int[] getConsumers(int senderID, int nConsumerPartitions) {
+        if (consumers == null) {
+            consumers = new int[nConsumerPartitions];
+            for (int i = 0; i < consumers.length; i++) {
+                consumers[i] = i;
+            }
+        }
+        return consumers;
+    }
+
+    /* (non-Javadoc)
+     * @see org.apache.hyracks.examples.text.client.aggregation.helpers.ILocalityMap#getConsumerPartitionCount()
+     */
+    @Override
+    public int getConsumerPartitionCount(int nConsumerPartitions) {
+        return nConsumerPartitions;
+    }
+
+    @Override
+    public boolean isConnected(int senderID, int receiverID, int nConsumerPartitions) {
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/HashtableLocalityMap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/HashtableLocalityMap.java
new file mode 100644
index 0000000..3e95bc6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/HashtableLocalityMap.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.util.BitSet;
+
+public class HashtableLocalityMap implements ILocalityMap {
+
+    private static final long serialVersionUID = 1L;
+
+    private final BitSet nodeMap;
+
+    public HashtableLocalityMap(BitSet nodeMap) {
+        this.nodeMap = nodeMap;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.examples.text.client.aggregation.helpers.ILocalityMap
+     * #getConsumers(int, int)
+     */
+    @Override
+    public int[] getConsumers(int senderID, int nConsumerPartitions) {
+        int consumersForSender = 0;
+        // Get the count of consumers
+        for (int i = senderID * nConsumerPartitions; i < (senderID + 1) * nConsumerPartitions; i++) {
+            if (nodeMap.get(i))
+                consumersForSender++;
+        }
+        int[] cons = new int[consumersForSender];
+        int consIdx = 0;
+        for (int i = senderID * nConsumerPartitions; i < (senderID + 1) * nConsumerPartitions; i++) {
+            if (nodeMap.get(i)) {
+                cons[consIdx] = i - senderID * nConsumerPartitions;
+                consIdx++;
+            }
+        }
+        return cons;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.examples.text.client.aggregation.helpers.ILocalityMap
+     * #getConsumerPartitionCount(int)
+     */
+    @Override
+    public int getConsumerPartitionCount(int nConsumerPartitions) {
+        return nConsumerPartitions;
+    }
+
+    @Override
+    public boolean isConnected(int senderID, int receiverID, int nConsumerPartitions) {
+        return nodeMap.get(senderID * nConsumerPartitions + receiverID);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/ILocalityMap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/ILocalityMap.java
new file mode 100644
index 0000000..f99274f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/ILocalityMap.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.io.Serializable;
+
+public interface ILocalityMap extends Serializable {
+
+    public int[] getConsumers(int senderID, int nConsumerPartitions);
+
+    public boolean isConnected(int senderID, int receiverID, int nConsumerPartitions);
+
+    public int getConsumerPartitionCount(int nConsumerPartitions);
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwareMToNPartitioningConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwareMToNPartitioningConnectorDescriptor.java
new file mode 100644
index 0000000..44d77ac
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwareMToNPartitioningConnectorDescriptor.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractMToNConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicFrameReader;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+
+public class LocalityAwareMToNPartitioningConnectorDescriptor extends AbstractMToNConnectorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private ILocalityMap localityMap;
+
+    private ITuplePartitionComputerFactory tpcf;
+
+    public LocalityAwareMToNPartitioningConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ITuplePartitionComputerFactory tpcf, ILocalityMap localityMap) {
+        super(spec);
+        this.localityMap = localityMap;
+        this.tpcf = tpcf;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.api.dataflow.IConnectorDescriptor#createPartitioner
+     * (org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.comm.IPartitionWriterFactory, int, int, int)
+     */
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException {
+        return new LocalityAwarePartitionDataWriter(ctx, edwFactory, recordDesc, tpcf.createPartitioner(),
+                nConsumerPartitions, localityMap, index);
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.api.dataflow.IConnectorDescriptor#
+     * createPartitionCollector
+     * (org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor, int, int, int)
+     */
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            int receiverIndex, int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        BitSet expectedPartitions = new BitSet(nProducerPartitions);
+        for (int i = 0; i < nProducerPartitions; i++) {
+            if (localityMap.isConnected(i, receiverIndex, nConsumerPartitions))
+                expectedPartitions.set(i);
+        }
+        NonDeterministicChannelReader channelReader = new NonDeterministicChannelReader(nProducerPartitions,
+                expectedPartitions);
+        NonDeterministicFrameReader frameReader = new NonDeterministicFrameReader(channelReader);
+        return new PartitionCollector(ctx, getConnectorId(), receiverIndex, expectedPartitions, frameReader,
+                channelReader);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwarePartitionDataWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwarePartitionDataWriter.java
new file mode 100644
index 0000000..253b3e3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/LocalityAwarePartitionDataWriter.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public class LocalityAwarePartitionDataWriter implements IFrameWriter {
+
+    private final IFrameWriter[] pWriters;
+    private final boolean[] isWriterOpen;
+    private final IFrameTupleAppender[] appenders;
+    private final FrameTupleAccessor tupleAccessor;
+    private final ITuplePartitionComputer tpc;
+
+    public LocalityAwarePartitionDataWriter(IHyracksTaskContext ctx, IPartitionWriterFactory pwFactory,
+            RecordDescriptor recordDescriptor, ITuplePartitionComputer tpc, int nConsumerPartitions,
+            ILocalityMap localityMap, int senderIndex) throws HyracksDataException {
+        int[] consumerPartitions = localityMap.getConsumers(senderIndex, nConsumerPartitions);
+        pWriters = new IFrameWriter[consumerPartitions.length];
+        appenders = new IFrameTupleAppender[consumerPartitions.length];
+        isWriterOpen = new boolean[consumerPartitions.length];
+        for (int i = 0; i < consumerPartitions.length; ++i) {
+            try {
+                pWriters[i] = pwFactory.createFrameWriter(consumerPartitions[i]);
+                appenders[i] = new FrameTupleAppender();
+                appenders[i].reset(new VSizeFrame(ctx), true);
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        tupleAccessor = new FrameTupleAccessor(recordDescriptor);
+        this.tpc = tpc;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.api.comm.IFrameWriter#open()
+     */
+    @Override
+    public void open() throws HyracksDataException {
+        for (int i = 0; i < pWriters.length; ++i) {
+            isWriterOpen[i] = true;
+            pWriters[i].open();
+        }
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.api.comm.IFrameWriter#nextFrame(java.nio.ByteBuffer)
+     */
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        tupleAccessor.reset(buffer);
+        int tupleCount = tupleAccessor.getTupleCount();
+        for (int i = 0; i < tupleCount; ++i) {
+            int h = pWriters.length == 1 ? 0 : tpc.partition(tupleAccessor, i, pWriters.length);
+            FrameUtils.appendToWriter(pWriters[h], appenders[h], tupleAccessor, i);
+        }
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.api.comm.IFrameWriter#fail()
+     */
+    @Override
+    public void fail() throws HyracksDataException {
+        HyracksDataException failException = null;
+        for (int i = 0; i < appenders.length; ++i) {
+            if (isWriterOpen[i]) {
+                try {
+                    pWriters[i].fail();
+                } catch (Throwable th) {
+                    if (failException == null) {
+                        failException = new HyracksDataException(th);
+                    } else {
+                        failException.addSuppressed(th);
+                    }
+                }
+            }
+        }
+        if (failException != null) {
+            throw failException;
+        }
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.api.comm.IFrameWriter#close()
+     */
+    @Override
+    public void close() throws HyracksDataException {
+        HyracksDataException closeException = null;
+        for (int i = 0; i < pWriters.length; ++i) {
+            if (isWriterOpen[i]) {
+                try {
+                    appenders[i].write(pWriters[i], true);
+                } catch (Throwable th) {
+                    if (closeException == null) {
+                        closeException = new HyracksDataException(th);
+                    } else {
+                        closeException.addSuppressed(th);
+                    }
+                } finally {
+                    try {
+                        pWriters[i].close();
+                    } catch (Throwable th) {
+                        if (closeException == null) {
+                            closeException = new HyracksDataException(th);
+                        } else {
+                            closeException.addSuppressed(th);
+                        }
+                    }
+                }
+            }
+        }
+        if (closeException != null) {
+            throw closeException;
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        for (int i = 0; i < pWriters.length; ++i) {
+            appenders[i].flush(pWriters[i]);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningConnectorDescriptor.java
new file mode 100644
index 0000000..4872b95
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningConnectorDescriptor.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractMToNConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicFrameReader;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+
+public class MToNPartitioningConnectorDescriptor extends AbstractMToNConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+    protected ITuplePartitionComputerFactory tpcf;
+
+    public MToNPartitioningConnectorDescriptor(IConnectorDescriptorRegistry spec, ITuplePartitionComputerFactory tpcf) {
+        super(spec);
+        this.tpcf = tpcf;
+    }
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException {
+        return new PartitionDataWriter(ctx, nConsumerPartitions, edwFactory, recordDesc, tpcf.createPartitioner());
+    }
+
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc, int index,
+            int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        BitSet expectedPartitions = new BitSet(nProducerPartitions);
+        expectedPartitions.set(0, nProducerPartitions);
+        NonDeterministicChannelReader channelReader = new NonDeterministicChannelReader(nProducerPartitions,
+                expectedPartitions);
+        NonDeterministicFrameReader frameReader = new NonDeterministicFrameReader(channelReader);
+        return new PartitionCollector(ctx, getConnectorId(), index, expectedPartitions, frameReader, channelReader);
+    }
+
+    public ITuplePartitionComputerFactory getTuplePartitionComputerFactory() {
+        return tpcf;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningMergingConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningMergingConnectorDescriptor.java
new file mode 100644
index 0000000..04de894
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningMergingConnectorDescriptor.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractMToNConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.IPartitionBatchManager;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicPartitionBatchManager;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+import org.apache.hyracks.dataflow.std.collectors.SortMergeFrameReader;
+
+public class MToNPartitioningMergingConnectorDescriptor extends AbstractMToNConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final ITuplePartitionComputerFactory tpcf;
+    private final int[] sortFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final INormalizedKeyComputerFactory nkcFactory;
+    private final boolean stable;
+
+    public MToNPartitioningMergingConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ITuplePartitionComputerFactory tpcf, int[] sortFields, IBinaryComparatorFactory[] comparatorFactories,
+            INormalizedKeyComputerFactory nkcFactory) {
+        this(spec, tpcf, sortFields, comparatorFactories, nkcFactory, false);
+    }
+
+    public MToNPartitioningMergingConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ITuplePartitionComputerFactory tpcf, int[] sortFields, IBinaryComparatorFactory[] comparatorFactories,
+            INormalizedKeyComputerFactory nkcFactory, boolean stable) {
+        super(spec);
+        this.tpcf = tpcf;
+        this.sortFields = sortFields;
+        this.comparatorFactories = comparatorFactories;
+        this.nkcFactory = nkcFactory;
+        this.stable = stable;
+    }
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+            throws HyracksDataException {
+        final PartitionDataWriter hashWriter = new PartitionDataWriter(ctx, nConsumerPartitions, edwFactory,
+                recordDesc, tpcf.createPartitioner());
+        return hashWriter;
+    }
+
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            int index, int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        INormalizedKeyComputer nmkComputer = nkcFactory == null ? null : nkcFactory.createNormalizedKeyComputer();
+        IPartitionBatchManager pbm = new NonDeterministicPartitionBatchManager(nProducerPartitions);
+        IFrameReader sortMergeFrameReader = new SortMergeFrameReader(ctx, nProducerPartitions, nProducerPartitions,
+                sortFields, comparators, nmkComputer, recordDesc, pbm);
+        BitSet expectedPartitions = new BitSet();
+        expectedPartitions.set(0, nProducerPartitions);
+        return new PartitionCollector(ctx, getConnectorId(), index, expectedPartitions, sortMergeFrameReader, pbm);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningWithMessageConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningWithMessageConnectorDescriptor.java
new file mode 100644
index 0000000..e90d8b0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNPartitioningWithMessageConnectorDescriptor.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+
+public class MToNPartitioningWithMessageConnectorDescriptor extends MToNPartitioningConnectorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public MToNPartitioningWithMessageConnectorDescriptor(IConnectorDescriptorRegistry spec,
+            ITuplePartitionComputerFactory tpcf) {
+        super(spec, tpcf);
+    }
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException {
+        return new PartitionWithMessageDataWriter(ctx, nConsumerPartitions, edwFactory, recordDesc,
+                tpcf.createPartitioner());
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNReplicatingConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNReplicatingConnectorDescriptor.java
new file mode 100644
index 0000000..7d60ce5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/MToNReplicatingConnectorDescriptor.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.nio.ByteBuffer;
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractMToNConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicFrameReader;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+
+public class MToNReplicatingConnectorDescriptor extends AbstractMToNConnectorDescriptor {
+    public MToNReplicatingConnectorDescriptor(IConnectorDescriptorRegistry spec) {
+        super(spec);
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException {
+        final IFrameWriter[] epWriters = new IFrameWriter[nConsumerPartitions];
+        final boolean[] isOpen = new boolean[nConsumerPartitions];
+        for (int i = 0; i < nConsumerPartitions; ++i) {
+            epWriters[i] = edwFactory.createFrameWriter(i);
+        }
+        return new IFrameWriter() {
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                // Record the current position, instead of using buffer.mark().
+                // The latter will be problematic because epWriters[i].nextFrame(buffer)
+                // can flip or clear the buffer.
+                int pos = buffer.position();
+                for (int i = 0; i < epWriters.length; ++i) {
+                    if (i != 0) {
+                        buffer.position(pos);
+                    }
+                    epWriters[i].nextFrame(buffer);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                HyracksDataException failException = null;
+                for (int i = 0; i < epWriters.length; ++i) {
+                    if (isOpen[i]) {
+                        try {
+                            epWriters[i].fail();
+                        } catch (Throwable th) {
+                            if (failException == null) {
+                                failException = new HyracksDataException(th);
+                            } else {
+                                failException.addSuppressed(th);
+                            }
+                        }
+                    }
+                }
+                if (failException != null) {
+                    throw failException;
+                }
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                HyracksDataException closeException = null;
+                for (int i = 0; i < epWriters.length; ++i) {
+                    if (isOpen[i]) {
+                        try {
+                            epWriters[i].close();
+                        } catch (Throwable th) {
+                            if (closeException == null) {
+                                closeException = new HyracksDataException(th);
+                            } else {
+                                closeException.addSuppressed(th);
+                            }
+                        }
+                    }
+                }
+                if (closeException != null) {
+                    throw closeException;
+                }
+            }
+
+            @Override
+            public void open() throws HyracksDataException {
+                for (int i = 0; i < epWriters.length; ++i) {
+                    isOpen[i] = true;
+                    epWriters[i].open();
+                }
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                for (IFrameWriter writer : epWriters) {
+                    writer.flush();
+                }
+            }
+        };
+    }
+
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc, int index,
+            int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        BitSet expectedPartitions = new BitSet(nProducerPartitions);
+        expectedPartitions.set(0, nProducerPartitions);
+        NonDeterministicChannelReader channelReader = new NonDeterministicChannelReader(nProducerPartitions,
+                expectedPartitions);
+        NonDeterministicFrameReader frameReader = new NonDeterministicFrameReader(channelReader);
+        return new PartitionCollector(ctx, getConnectorId(), index, expectedPartitions, frameReader, channelReader);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/OneToOneConnectorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/OneToOneConnectorDescriptor.java
new file mode 100644
index 0000000..e0c886f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/OneToOneConnectorDescriptor.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.util.BitSet;
+
+import org.apache.hyracks.api.application.ICCApplicationContext;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionCollector;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.constraints.Constraint;
+import org.apache.hyracks.api.constraints.IConstraintAcceptor;
+import org.apache.hyracks.api.constraints.expressions.PartitionCountExpression;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.ActivityCluster;
+import org.apache.hyracks.api.job.IConnectorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicChannelReader;
+import org.apache.hyracks.dataflow.std.collectors.NonDeterministicFrameReader;
+import org.apache.hyracks.dataflow.std.collectors.PartitionCollector;
+
+public class OneToOneConnectorDescriptor extends AbstractConnectorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public OneToOneConnectorDescriptor(IConnectorDescriptorRegistry spec) {
+        super(spec);
+    }
+
+    @Override
+    public IFrameWriter createPartitioner(IHyracksTaskContext ctx, RecordDescriptor recordDesc,
+            IPartitionWriterFactory edwFactory, int index, int nProducerPartitions, int nConsumerPartitions)
+                    throws HyracksDataException {
+        return edwFactory.createFrameWriter(index);
+    }
+
+    @Override
+    public IPartitionCollector createPartitionCollector(IHyracksTaskContext ctx, RecordDescriptor recordDesc, int index,
+            int nProducerPartitions, int nConsumerPartitions) throws HyracksDataException {
+        BitSet expectedPartitions = new BitSet(nProducerPartitions);
+        expectedPartitions.set(index);
+        NonDeterministicChannelReader channelReader = new NonDeterministicChannelReader(nProducerPartitions,
+                expectedPartitions);
+        NonDeterministicFrameReader frameReader = new NonDeterministicFrameReader(channelReader);
+        return new PartitionCollector(ctx, getConnectorId(), index, expectedPartitions, frameReader, channelReader);
+    }
+
+    @Override
+    public void contributeSchedulingConstraints(IConstraintAcceptor constraintAcceptor, ActivityCluster ac,
+            ICCApplicationContext appCtx) {
+        OperatorDescriptorId consumer = ac.getConsumerActivity(getConnectorId()).getOperatorDescriptorId();
+        OperatorDescriptorId producer = ac.getProducerActivity(getConnectorId()).getOperatorDescriptorId();
+
+        constraintAcceptor.addConstraint(
+                new Constraint(new PartitionCountExpression(consumer), new PartitionCountExpression(producer)));
+    }
+
+    @Override
+    public void indicateTargetPartitions(int nProducerPartitions, int nConsumerPartitions, int producerIndex,
+            BitSet targetBitmap) {
+        targetBitmap.clear();
+        targetBitmap.set(producerIndex);
+    }
+
+    @Override
+    public void indicateSourcePartitions(int nProducerPartitions, int nConsumerPartitions, int consumerIndex,
+            BitSet sourceBitmap) {
+        sourceBitmap.clear();
+        sourceBitmap.set(consumerIndex);
+    }
+
+    @Override
+    public boolean allProducersToAllConsumers() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionDataWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionDataWriter.java
new file mode 100644
index 0000000..f84c3e4
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionDataWriter.java
@@ -0,0 +1,155 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public class PartitionDataWriter implements IFrameWriter {
+    private final int consumerPartitionCount;
+    private final IFrameWriter[] pWriters;
+    private final boolean[] isOpen;
+    private final FrameTupleAppender[] appenders;
+    private final FrameTupleAccessor tupleAccessor;
+    private final ITuplePartitionComputer tpc;
+    private final IHyracksTaskContext ctx;
+    private boolean allocatedFrame = false;
+
+    public PartitionDataWriter(IHyracksTaskContext ctx, int consumerPartitionCount, IPartitionWriterFactory pwFactory,
+            RecordDescriptor recordDescriptor, ITuplePartitionComputer tpc) throws HyracksDataException {
+        this.consumerPartitionCount = consumerPartitionCount;
+        pWriters = new IFrameWriter[consumerPartitionCount];
+        isOpen = new boolean[consumerPartitionCount];
+        appenders = new FrameTupleAppender[consumerPartitionCount];
+        for (int i = 0; i < consumerPartitionCount; ++i) {
+            try {
+                pWriters[i] = pwFactory.createFrameWriter(i);
+                appenders[i] = createTupleAppender(ctx);
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        tupleAccessor = new FrameTupleAccessor(recordDescriptor);
+        this.tpc = tpc;
+        this.ctx = ctx;
+    }
+
+    protected FrameTupleAppender createTupleAppender(IHyracksTaskContext ctx) {
+        return new FrameTupleAppender();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        HyracksDataException closeException = null;
+        for (int i = 0; i < pWriters.length; ++i) {
+            if (isOpen[i]) {
+                if (allocatedFrame) {
+                    try {
+                        appenders[i].write(pWriters[i], true);
+                    } catch (Throwable th) {
+                        if (closeException == null) {
+                            closeException = new HyracksDataException(th);
+                        } else {
+                            closeException.addSuppressed(th);
+                        }
+                    }
+                }
+                try {
+                    pWriters[i].close();
+                } catch (Throwable th) {
+                    if (closeException == null) {
+                        closeException = new HyracksDataException(th);
+                    } else {
+                        closeException.addSuppressed(th);
+                    }
+                }
+            }
+        }
+        if (closeException != null) {
+            throw closeException;
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        for (int i = 0; i < pWriters.length; ++i) {
+            isOpen[i] = true;
+            pWriters[i].open();
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        if (!allocatedFrame) {
+            allocateFrames();
+            allocatedFrame = true;
+        }
+        tupleAccessor.reset(buffer);
+        int tupleCount = tupleAccessor.getTupleCount();
+        for (int i = 0; i < tupleCount; ++i) {
+            int h = tpc.partition(tupleAccessor, i, consumerPartitionCount);
+            FrameUtils.appendToWriter(pWriters[h], appenders[h], tupleAccessor, i);
+        }
+    }
+
+    private void allocateFrames() throws HyracksDataException {
+        for (int i = 0; i < appenders.length; ++i) {
+            appenders[i].reset(new VSizeFrame(ctx), true);
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        HyracksDataException failException = null;
+        for (int i = 0; i < appenders.length; ++i) {
+            if (isOpen[i]) {
+                try {
+                    pWriters[i].fail();
+                } catch (Throwable th) {
+                    if (failException == null) {
+                        failException = new HyracksDataException(th);
+                    } else {
+                        failException.addSuppressed(th);
+                    }
+                }
+            }
+        }
+        if (failException != null) {
+            throw failException;
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        for (int i = 0; i < consumerPartitionCount; i++) {
+            appenders[i].flush(pWriters[i]);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionWithMessageDataWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionWithMessageDataWriter.java
new file mode 100644
index 0000000..4055fb0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/connectors/PartitionWithMessageDataWriter.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.connectors;
+
+import org.apache.hyracks.api.comm.IPartitionWriterFactory;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.io.MessagingFrameTupleAppender;
+
+public class PartitionWithMessageDataWriter extends PartitionDataWriter {
+
+    public PartitionWithMessageDataWriter(IHyracksTaskContext ctx, int consumerPartitionCount,
+            IPartitionWriterFactory pwFactory, RecordDescriptor recordDescriptor, ITuplePartitionComputer tpc)
+                    throws HyracksDataException {
+        super(ctx, consumerPartitionCount, pwFactory, recordDescriptor, tpc);
+    }
+
+    @Override
+    protected FrameTupleAppender createTupleAppender(IHyracksTaskContext ctx) {
+        return new MessagingFrameTupleAppender(ctx);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractDeserializedFileScanOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractDeserializedFileScanOperatorDescriptor.java
new file mode 100644
index 0000000..189a3a1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractDeserializedFileScanOperatorDescriptor.java
@@ -0,0 +1,123 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+
+public abstract class AbstractDeserializedFileScanOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    protected FileSplit[] splits;
+
+    public AbstractDeserializedFileScanOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits,
+            RecordDescriptor recordDescriptor) {
+        super(spec, 0, 1);
+        recordDescriptors[0] = recordDescriptor;
+        this.splits = splits;
+    }
+
+    protected abstract IRecordReader createRecordReader(File file, RecordDescriptor desc) throws Exception;
+
+    protected abstract void configure() throws Exception;
+
+    protected class DeserializedFileScanOperator implements IOpenableDataWriterOperator {
+        private IOpenableDataWriter<Object[]> writer;
+        private int index;
+
+        DeserializedFileScanOperator(int index) {
+            this.index = index;
+        }
+
+        @Override
+        public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+            if (index != 0) {
+                throw new IndexOutOfBoundsException("Invalid index: " + index);
+            }
+            this.writer = writer;
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            FileSplit split = splits[index];
+            RecordDescriptor desc = recordDescriptors[0];
+            IRecordReader reader;
+            try {
+                reader = createRecordReader(split.getLocalFile().getFile(), desc);
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+            if (desc == null) {
+                desc = recordDescriptors[0];
+            }
+            writer.open();
+            try {
+                while (true) {
+                    Object[] record = new Object[desc.getFieldCount()];
+                    if (!reader.read(record)) {
+                        break;
+                    }
+                    writer.writeData(record);
+                }
+            } catch (Exception e) {
+                writer.fail();
+                throw new HyracksDataException(e);
+            } finally {
+                reader.close();
+                writer.close();
+            }
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            // do nothing
+        }
+
+        @Override
+        public void writeData(Object[] data) throws HyracksDataException {
+            throw new UnsupportedOperationException();
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            // do nothing
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            // do nothing
+        }
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new DeserializedOperatorNodePushable(ctx, new DeserializedFileScanOperator(partition), null);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractFileWriteOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractFileWriteOperatorDescriptor.java
new file mode 100644
index 0000000..6b0ee4d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/AbstractFileWriteOperatorDescriptor.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+
+public abstract class AbstractFileWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    protected class FileWriteOperator implements IOpenableDataWriterOperator {
+        private int index;
+        private IRecordWriter writer;
+
+        FileWriteOperator(int index) {
+            this.index = index;
+        }
+
+        @Override
+        public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+            throw new IllegalArgumentException();
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            FileSplit split = splits[index];
+            try {
+                writer = createRecordWriter(split, index);
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            writer.close();
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+
+        @Override
+        public void writeData(Object[] data) throws HyracksDataException {
+            try {
+                writer.write(data);
+
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            // This is a kind of a sink operator and hence, flush() is a no op
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    protected FileSplit[] splits;
+
+    public FileSplit[] getSplits() {
+        return splits;
+    }
+
+    public void setSplits(FileSplit[] splits) {
+        this.splits = splits;
+    }
+
+    public AbstractFileWriteOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits) {
+        super(spec, 1, 0);
+        this.splits = splits;
+    }
+
+    protected abstract IRecordWriter createRecordWriter(FileSplit fileSplit, int index) throws Exception;
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new DeserializedOperatorNodePushable(ctx, new FileWriteOperator(partition),
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ConstantFileSplitProvider.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ConstantFileSplitProvider.java
new file mode 100644
index 0000000..028a91a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ConstantFileSplitProvider.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+public class ConstantFileSplitProvider implements IFileSplitProvider {
+    private static final long serialVersionUID = 1L;
+    private final FileSplit[] splits;
+
+    public ConstantFileSplitProvider(FileSplit[] splits) {
+        this.splits = splits;
+    }
+
+    @Override
+    public FileSplit[] getFileSplits() {
+        return splits;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/DelimitedDataTupleParserFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/DelimitedDataTupleParserFactory.java
new file mode 100644
index 0000000..d121ec4
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/DelimitedDataTupleParserFactory.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParser;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+
+public class DelimitedDataTupleParserFactory implements ITupleParserFactory {
+    private static final long serialVersionUID = 1L;
+    private IValueParserFactory[] valueParserFactories;
+    private char fieldDelimiter;
+    private char quote;
+
+    public DelimitedDataTupleParserFactory(IValueParserFactory[] fieldParserFactories, char fieldDelimiter) {
+        this(fieldParserFactories, fieldDelimiter, '\"');
+    }
+
+    public DelimitedDataTupleParserFactory(IValueParserFactory[] fieldParserFactories, char fieldDelimiter,
+            char quote) {
+        this.valueParserFactories = fieldParserFactories;
+        this.fieldDelimiter = fieldDelimiter;
+        this.quote = quote;
+    }
+
+    @Override
+    public ITupleParser createTupleParser(final IHyracksTaskContext ctx) {
+        return new ITupleParser() {
+            @Override
+            public void parse(InputStream in, IFrameWriter writer) throws HyracksDataException {
+                try {
+                    IValueParser[] valueParsers = new IValueParser[valueParserFactories.length];
+                    for (int i = 0; i < valueParserFactories.length; ++i) {
+                        valueParsers[i] = valueParserFactories[i].createValueParser();
+                    }
+                    IFrame frame = new VSizeFrame(ctx);
+                    FrameTupleAppender appender = new FrameTupleAppender();
+                    appender.reset(frame, true);
+                    ArrayTupleBuilder tb = new ArrayTupleBuilder(valueParsers.length);
+                    DataOutput dos = tb.getDataOutput();
+
+                    FieldCursorForDelimitedDataParser cursor = new FieldCursorForDelimitedDataParser(
+                            new InputStreamReader(in), fieldDelimiter, quote);
+                    while (cursor.nextRecord()) {
+                        tb.reset();
+                        for (int i = 0; i < valueParsers.length; ++i) {
+                            if (!cursor.nextField()) {
+                                break;
+                            }
+                            // Eliminate double quotes in the field that we are going to parse
+                            if (cursor.isDoubleQuoteIncludedInThisField) {
+                                cursor.eliminateDoubleQuote(cursor.buffer, cursor.fStart, cursor.fEnd - cursor.fStart);
+                                cursor.fEnd -= cursor.doubleQuoteCount;
+                                cursor.isDoubleQuoteIncludedInThisField = false;
+                            }
+                            valueParsers[i].parse(cursor.buffer, cursor.fStart, cursor.fEnd - cursor.fStart, dos);
+                            tb.addFieldEndOffset();
+                        }
+                        FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                                tb.getSize());
+                    }
+                    appender.write(writer, true);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FieldCursorForDelimitedDataParser.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FieldCursorForDelimitedDataParser.java
new file mode 100644
index 0000000..7e5ee2c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FieldCursorForDelimitedDataParser.java
@@ -0,0 +1,373 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.IOException;
+import java.io.Reader;
+import java.util.Arrays;
+
+public class FieldCursorForDelimitedDataParser {
+
+    private enum State {
+        INIT, //initial state
+        IN_RECORD, //cursor is inside record
+        EOR, //cursor is at end of record
+        CR, //cursor at carriage return
+        EOF //end of stream reached
+    }
+
+    public char[] buffer; //buffer to holds the input coming form the underlying input stream
+    public int fStart; //start position for field
+    public int fEnd; //end position for field
+    public int recordCount; //count of records
+    public int fieldCount; //count of fields in current record
+    public int doubleQuoteCount; //count of double quotes
+    public boolean isDoubleQuoteIncludedInThisField; //does current field include double quotes
+
+    private static final int INITIAL_BUFFER_SIZE = 4096;//initial buffer size
+    private static final int INCREMENT = 4096; //increment size
+
+    private Reader in; //the underlying buffer
+
+    private int start; //start of valid buffer area
+    private int end; //end of valid buffer area
+    private State state; //state (see states above)
+
+    private int lastQuotePosition; //position of last quote
+    private int lastDoubleQuotePosition; //position of last double quote
+    private int lastDelimiterPosition; //position of last delimiter
+    private int quoteCount; //count of single quotes
+    private boolean startedQuote; //whether a quote has been started
+
+    private char quote; //the quote character
+    private char fieldDelimiter; //the delimiter
+
+    public FieldCursorForDelimitedDataParser(Reader in, char fieldDelimiter, char quote) {
+        this.in = in;
+        if (in != null) {
+            buffer = new char[INITIAL_BUFFER_SIZE];
+            end = 0;
+        } else {
+            end = Integer.MAX_VALUE;
+        }
+        start = 0;
+        state = State.INIT;
+        this.quote = quote;
+        this.fieldDelimiter = fieldDelimiter;
+        lastDelimiterPosition = -99;
+        lastQuotePosition = -99;
+        lastDoubleQuotePosition = -99;
+        quoteCount = 0;
+        doubleQuoteCount = 0;
+        startedQuote = false;
+        isDoubleQuoteIncludedInThisField = false;
+        recordCount = 0;
+        fieldCount = 0;
+    }
+
+    public void nextRecord(char[] buffer, int recordLength) throws IOException {
+        recordCount++;
+        fieldCount = 0;
+        start = 0;
+        end = recordLength;
+        state = State.IN_RECORD;
+        this.buffer = buffer;
+    }
+
+    public boolean nextRecord() throws IOException {
+        recordCount++;
+        fieldCount = 0;
+        while (true) {
+            switch (state) {
+                case INIT:
+                    boolean eof = !readMore();
+                    if (eof) {
+                        state = State.EOF;
+                        return false;
+                    } else {
+                        state = State.IN_RECORD;
+                        return true;
+                    }
+
+                case IN_RECORD:
+                    int p = start;
+                    while (true) {
+                        if (p >= end) {
+                            int s = start;
+                            eof = !readMore();
+                            if (eof) {
+                                state = State.EOF;
+                                return start < end;
+                            }
+                            p -= (s - start);
+                            lastQuotePosition -= (s - start);
+                            lastDoubleQuotePosition -= (s - start);
+                            lastDelimiterPosition -= (s - start);
+                        }
+                        char ch = buffer[p];
+                        // We perform rough format correctness (delimiter, quote) check here
+                        // to set the starting position of a record.
+                        // In the field level, more checking will be conducted.
+                        if (ch == quote) {
+                            startedQuote = true;
+                            // check two quotes in a row - "". This is an escaped quote
+                            if (lastQuotePosition == p - 1 && start != p - 1 && lastDoubleQuotePosition != p - 1) {
+                                lastDoubleQuotePosition = p;
+                            }
+                            lastQuotePosition = p;
+                        } else if (ch == fieldDelimiter) {
+                            if (startedQuote && lastQuotePosition == p - 1 && lastDoubleQuotePosition != p - 1) {
+                                startedQuote = false;
+                                lastDelimiterPosition = p;
+                            }
+                        } else if (ch == '\n' && !startedQuote) {
+                            start = p + 1;
+                            state = State.EOR;
+                            lastDelimiterPosition = p;
+                            break;
+                        } else if (ch == '\r' && !startedQuote) {
+                            start = p + 1;
+                            state = State.CR;
+                            lastDelimiterPosition = p;
+                            break;
+                        }
+                        ++p;
+                    }
+                    break;
+
+                case CR:
+                    if (start >= end) {
+                        eof = !readMore();
+                        if (eof) {
+                            state = State.EOF;
+                            return false;
+                        }
+                    }
+                    char ch = buffer[start];
+                    if (ch == '\n' && !startedQuote) {
+                        ++start;
+                        state = State.EOR;
+                    } else {
+                        state = State.IN_RECORD;
+                        return true;
+                    }
+
+                case EOR:
+                    if (start >= end) {
+                        eof = !readMore();
+                        if (eof) {
+                            state = State.EOF;
+                            return false;
+                        }
+                    }
+                    state = State.IN_RECORD;
+                    lastDelimiterPosition = start;
+                    return start < end;
+
+                case EOF:
+                    return false;
+            }
+        }
+    }
+
+    public boolean nextField() throws IOException {
+        fieldCount++;
+        switch (state) {
+            case INIT:
+            case EOR:
+            case EOF:
+            case CR:
+                return false;
+
+            case IN_RECORD:
+                boolean eof;
+                // reset quote related values
+                startedQuote = false;
+                isDoubleQuoteIncludedInThisField = false;
+                lastQuotePosition = -99;
+                lastDoubleQuotePosition = -99;
+                quoteCount = 0;
+                doubleQuoteCount = 0;
+
+                int p = start;
+                while (true) {
+                    if (p >= end) {
+                        int s = start;
+                        eof = !readMore();
+                        p -= (s - start);
+                        lastQuotePosition -= (s - start);
+                        lastDoubleQuotePosition -= (s - start);
+                        lastDelimiterPosition -= (s - start);
+                        if (eof) {
+                            state = State.EOF;
+                            if (startedQuote && lastQuotePosition == p - 1 && lastDoubleQuotePosition != p - 1
+                                    && quoteCount == doubleQuoteCount * 2 + 2) {
+                                // set the position of fStart to +1, fEnd to -1 to remove quote character
+                                fStart = start + 1;
+                                fEnd = p - 1;
+                            } else {
+                                fStart = start;
+                                fEnd = p;
+                            }
+                            return true;
+                        }
+                    }
+                    char ch = buffer[p];
+                    if (ch == quote) {
+                        // If this is first quote in the field, then it needs to be placed in the beginning.
+                        if (!startedQuote) {
+                            if (lastDelimiterPosition == p - 1 || lastDelimiterPosition == -99) {
+                                startedQuote = true;
+                            } else {
+                                // In this case, we don't have a quote in the beginning of a field.
+                                throw new IOException("At record: " + recordCount + ", field#: " + fieldCount
+                                        + " - a quote enclosing a field needs to be placed in the beginning of that field.");
+                            }
+                        }
+                        // Check double quotes - "". We check [start != p-2]
+                        // to avoid false positive where there is no value in a field,
+                        // since it looks like a double quote. However, it's not a double quote.
+                        // (e.g. if field2 has no value:
+                        //       field1,"",field3 ... )
+                        if (lastQuotePosition == p - 1 && lastDelimiterPosition != p - 2
+                                && lastDoubleQuotePosition != p - 1) {
+                            isDoubleQuoteIncludedInThisField = true;
+                            doubleQuoteCount++;
+                            lastDoubleQuotePosition = p;
+                        }
+                        lastQuotePosition = p;
+                        quoteCount++;
+                    } else if (ch == fieldDelimiter) {
+                        // If there was no quote in the field,
+                        // then we assume that the field contains a valid string.
+                        if (!startedQuote) {
+                            fStart = start;
+                            fEnd = p;
+                            start = p + 1;
+                            lastDelimiterPosition = p;
+                            return true;
+                        } else if (startedQuote) {
+                            if (lastQuotePosition == p - 1 && lastDoubleQuotePosition != p - 1) {
+                                // There is a quote right before the delimiter (e.g. ",)  and it is not two quote,
+                                // then the field contains a valid string.
+                                // We set the position of fStart to +1, fEnd to -1 to remove quote character
+                                fStart = start + 1;
+                                fEnd = p - 1;
+                                start = p + 1;
+                                lastDelimiterPosition = p;
+                                startedQuote = false;
+                                return true;
+                            } else if (lastQuotePosition < p - 1 && lastQuotePosition != lastDoubleQuotePosition
+                                    && quoteCount == doubleQuoteCount * 2 + 2) {
+                                // There is a quote before the delimiter, however it is not directly placed before the delimiter.
+                                // In this case, we throw an exception.
+                                // quoteCount == doubleQuoteCount * 2 + 2 : only true when we have two quotes except double-quotes.
+                                throw new IOException("At record: " + recordCount + ", field#: " + fieldCount
+                                        + " -  A quote enclosing a field needs to be followed by the delimiter.");
+                            }
+                        }
+                        // If the control flow reaches here: we have a delimiter in this field and
+                        // there should be a quote in the beginning and the end of
+                        // this field. So, just continue reading next character
+                    } else if (ch == '\n') {
+                        if (!startedQuote) {
+                            fStart = start;
+                            fEnd = p;
+                            start = p + 1;
+                            state = State.EOR;
+                            lastDelimiterPosition = p;
+                            return true;
+                        } else if (startedQuote && lastQuotePosition == p - 1 && lastDoubleQuotePosition != p - 1
+                                && quoteCount == doubleQuoteCount * 2 + 2) {
+                            // set the position of fStart to +1, fEnd to -1 to remove quote character
+                            fStart = start + 1;
+                            fEnd = p - 1;
+                            lastDelimiterPosition = p;
+                            start = p + 1;
+                            state = State.EOR;
+                            startedQuote = false;
+                            return true;
+                        }
+                    } else if (ch == '\r') {
+                        if (!startedQuote) {
+                            fStart = start;
+                            fEnd = p;
+                            start = p + 1;
+                            state = State.CR;
+                            lastDelimiterPosition = p;
+                            return true;
+                        } else if (startedQuote && lastQuotePosition == p - 1 && lastDoubleQuotePosition != p - 1
+                                && quoteCount == doubleQuoteCount * 2 + 2) {
+                            // set the position of fStart to +1, fEnd to -1 to remove quote character
+                            fStart = start + 1;
+                            fEnd = p - 1;
+                            lastDelimiterPosition = p;
+                            start = p + 1;
+                            state = State.CR;
+                            startedQuote = false;
+                            return true;
+                        }
+                    }
+                    ++p;
+                }
+        }
+        throw new IllegalStateException();
+    }
+
+    protected boolean readMore() throws IOException {
+        if (start > 0) {
+            System.arraycopy(buffer, start, buffer, 0, end - start);
+        }
+        end -= start;
+        start = 0;
+
+        if (end == buffer.length) {
+            buffer = Arrays.copyOf(buffer, buffer.length + INCREMENT);
+        }
+
+        int n = in.read(buffer, end, buffer.length - end);
+        if (n < 0) {
+            return false;
+        }
+        end += n;
+        return true;
+    }
+
+    // Eliminate escaped double quotes("") in a field
+    public void eliminateDoubleQuote(char[] buffer, int start, int length) {
+        int lastDoubleQuotePosition = -99;
+        int writepos = start;
+        int readpos = start;
+        // Find positions where double quotes appear
+        for (int i = 0; i < length; i++) {
+            // Skip double quotes
+            if (buffer[readpos] == quote && lastDoubleQuotePosition != readpos - 1) {
+                lastDoubleQuotePosition = readpos;
+                readpos++;
+            } else {
+                // Moving characters except double quote to the front
+                if (writepos != readpos) {
+                    buffer[writepos] = buffer[readpos];
+                }
+                writepos++;
+                readpos++;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileRemoveOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileRemoveOperatorDescriptor.java
new file mode 100644
index 0000000..cf2008c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileRemoveOperatorDescriptor.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+import java.io.IOException;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+
+public class FileRemoveOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private final IFileSplitProvider fileSplitProvider;
+
+    public FileRemoveOperatorDescriptor(IOperatorDescriptorRegistry spec, IFileSplitProvider fileSplitProvder) {
+        super(spec, 0, 0);
+        this.fileSplitProvider = fileSplitProvder;
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        final FileSplit split = fileSplitProvider.getFileSplits()[partition];
+        final String path = split.getLocalFile().getFile().getPath();
+        final int deviceId = split.getIODeviceId();
+        final IIOManager ioManager = ctx.getIOManager();
+        return new AbstractOperatorNodePushable() {
+
+            @Override
+            public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+                throw new IllegalStateException();
+            }
+
+            @Override
+            public void initialize() throws HyracksDataException {
+                File f = ioManager.getAbsoluteFileRef(deviceId, path).getFile();
+                try {
+                    FileUtils.deleteDirectory(f);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public IFrameWriter getInputFrameWriter(int index) {
+                throw new IllegalStateException();
+            }
+
+            @Override
+            public int getInputArity() {
+                return 0;
+            }
+
+            @Override
+            public void deinitialize() throws HyracksDataException {
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileScanOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileScanOperatorDescriptor.java
new file mode 100644
index 0000000..5a3d776
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileScanOperatorDescriptor.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.FileNotFoundException;
+import java.io.InputStream;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public class FileScanOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final IFileSplitProvider fileSplitProvider;
+
+    private final ITupleParserFactory tupleParserFactory;
+
+    public FileScanOperatorDescriptor(IOperatorDescriptorRegistry spec, IFileSplitProvider fileSplitProvider,
+            ITupleParserFactory tupleParserFactory, RecordDescriptor rDesc) {
+        super(spec, 0, 1);
+        this.fileSplitProvider = fileSplitProvider;
+        this.tupleParserFactory = tupleParserFactory;
+        recordDescriptors[0] = rDesc;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        final FileSplit split = fileSplitProvider.getFileSplits()[partition];
+        final ITupleParser tp = tupleParserFactory.createTupleParser(ctx);
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            @Override
+            public void initialize() throws HyracksDataException {
+                File f = split.getLocalFile().getFile();
+                try {
+                    writer.open();
+                    InputStream in;
+                    try {
+                        in = new FileInputStream(f);
+                    } catch (FileNotFoundException e) {
+                        writer.fail();
+                        throw new HyracksDataException(e);
+                    }
+                    tp.parse(in, writer);
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw new HyracksDataException(th);
+                } finally {
+                    writer.close();
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileSplit.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileSplit.java
new file mode 100644
index 0000000..b201acd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FileSplit.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.io.FileReference;
+
+public class FileSplit implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private final FileReference file;
+    private final int ioDeviceId;
+    private final int partition;
+    private final String nodeName;
+
+    public FileSplit(String nodeName, FileReference file) {
+        this.nodeName = nodeName;
+        this.file = file;
+        this.ioDeviceId = 0;
+        this.partition = -1;
+    }
+
+    public FileSplit(String nodeName, FileReference file, int ioDeviceId, int partition) {
+        this.nodeName = nodeName;
+        this.file = file;
+        this.ioDeviceId = ioDeviceId;
+        this.partition = partition;
+    }
+
+    public FileSplit(String nodeName, String path, int ioDeviceId) {
+        this.nodeName = nodeName;
+        this.file = new FileReference(new File(path));
+        this.ioDeviceId = ioDeviceId;
+        this.partition = -1;
+    }
+
+    public FileSplit(String nodeName, String path) {
+        this.nodeName = nodeName;
+        this.file = new FileReference(new File(path));
+        this.ioDeviceId = 0;
+        this.partition = -1;
+    }
+
+    public String getNodeName() {
+        return nodeName;
+    }
+
+    public FileReference getLocalFile() {
+        return file;
+    }
+
+    public int getIODeviceId() {
+        return ioDeviceId;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    @Override
+    public String toString() {
+        return file.toString();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FrameFileWriterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FrameFileWriterOperatorDescriptor.java
new file mode 100644
index 0000000..ae9585e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/FrameFileWriterOperatorDescriptor.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.FileNotFoundException;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class FrameFileWriterOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private IFileSplitProvider fileSplitProvider;
+
+    public FrameFileWriterOperatorDescriptor(IOperatorDescriptorRegistry spec, IFileSplitProvider fileSplitProvider) {
+        super(spec, 1, 0);
+        this.fileSplitProvider = fileSplitProvider;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+        final FileSplit[] splits = fileSplitProvider.getFileSplits();
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            private OutputStream out;
+
+            @Override
+            public void open() throws HyracksDataException {
+                try {
+                    out = new FileOutputStream(splits[partition].getLocalFile().getFile());
+                } catch (FileNotFoundException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                try {
+                    out.write(buffer.array());
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    out.close();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IFileSplitProvider.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IFileSplitProvider.java
new file mode 100644
index 0000000..cf2e923
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IFileSplitProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.Serializable;
+
+public interface IFileSplitProvider extends Serializable {
+    public FileSplit[] getFileSplits();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordReader.java
new file mode 100644
index 0000000..338f750
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordReader.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+public interface IRecordReader {
+
+    public boolean read(Object[] record) throws Exception;
+
+    public void close();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordWriter.java
new file mode 100644
index 0000000..845b012
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/IRecordWriter.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+
+public interface IRecordWriter {
+
+    public void close();
+
+    public void write(Object[] record) throws Exception;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParser.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParser.java
new file mode 100644
index 0000000..036834d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParser.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.InputStream;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ITupleParser {
+    public void parse(InputStream in, IFrameWriter writer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParserFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParserFactory.java
new file mode 100644
index 0000000..f495b75
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/ITupleParserFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ITupleParserFactory extends Serializable {
+    public ITupleParser createTupleParser(IHyracksTaskContext ctx) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/LineFileWriteOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/LineFileWriteOperatorDescriptor.java
new file mode 100644
index 0000000..1a19a2b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/LineFileWriteOperatorDescriptor.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.OutputStream;
+
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+
+public class LineFileWriteOperatorDescriptor extends AbstractFileWriteOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private static class LineWriterImpl extends RecordWriter {
+        LineWriterImpl(File file, int[] columns, char separator) throws Exception {
+            super(columns, separator, new Object[] { file });
+        }
+
+        private static final long serialVersionUID = 1L;
+
+        @Override
+        public OutputStream createOutputStream(Object[] args) throws Exception {
+            return new FileOutputStream((File) args[0]);
+        }
+    }
+
+    private int[] columns;
+    private char separator;
+
+    public LineFileWriteOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits) {
+        this(spec, splits, null, RecordWriter.COMMA);
+    }
+
+    public LineFileWriteOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits, int[] columns) {
+        this(spec, splits, columns, RecordWriter.COMMA);
+    }
+
+    public LineFileWriteOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits, int[] columns, char separator) {
+        super(spec, splits);
+        this.columns = columns;
+        this.separator = separator;
+    }
+
+    @Override
+    protected IRecordWriter createRecordWriter(FileSplit fileSplit, int index) throws Exception {
+        return new LineWriterImpl(fileSplit.getLocalFile().getFile(), columns, separator);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/PlainFileWriterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/PlainFileWriterOperatorDescriptor.java
new file mode 100644
index 0000000..33ac540
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/PlainFileWriterOperatorDescriptor.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.BufferedWriter;
+import java.io.DataInputStream;
+import java.io.FileWriter;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+/**
+ * File writer to output plain text.
+ */
+public class PlainFileWriterOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    /**
+     *
+     */
+    private static final long serialVersionUID = 1L;
+
+    private IFileSplitProvider fileSplitProvider;
+
+    private String delim;
+
+    public PlainFileWriterOperatorDescriptor(IOperatorDescriptorRegistry spec, IFileSplitProvider fileSplitProvider,
+            String delim) {
+        super(spec, 1, 0);
+        this.fileSplitProvider = fileSplitProvider;
+        this.delim = delim;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.api.dataflow.IActivityNode#createPushRuntime(edu.
+     * uci.ics.hyracks.api.context.IHyracksContext,
+     * org.apache.hyracks.api.job.IOperatorEnvironment,
+     * org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider, int,
+     * int)
+     */
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions)
+            throws HyracksDataException {
+        // Output files
+        final FileSplit[] splits = fileSplitProvider.getFileSplits();
+        // Frame accessor
+        final FrameTupleAccessor frameTupleAccessor = new FrameTupleAccessor(
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+        // Record descriptor
+        final RecordDescriptor recordDescriptor = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            private BufferedWriter out;
+
+            private ByteBufferInputStream bbis;
+
+            private DataInputStream di;
+
+            @Override
+            public void open() throws HyracksDataException {
+                try {
+                    out = new BufferedWriter(new FileWriter(splits[partition].getLocalFile().getFile()));
+                    bbis = new ByteBufferInputStream();
+                    di = new DataInputStream(bbis);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                try {
+                    frameTupleAccessor.reset(buffer);
+                    for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                        int start = frameTupleAccessor.getTupleStartOffset(tIndex)
+                                + frameTupleAccessor.getFieldSlotsLength();
+                        bbis.setByteBuffer(buffer, start);
+                        Object[] record = new Object[recordDescriptor.getFieldCount()];
+                        for (int i = 0; i < record.length; ++i) {
+                            Object instance = recordDescriptor.getFields()[i].deserialize(di);
+                            if (i == 0) {
+                                out.write(String.valueOf(instance));
+                            } else {
+                                out.write(delim + String.valueOf(instance));
+                            }
+                        }
+                        out.write("\n");
+                    }
+                } catch (IOException ex) {
+                    throw new HyracksDataException(ex);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    out.close();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordFileScanOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordFileScanOperatorDescriptor.java
new file mode 100644
index 0000000..e807301
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordFileScanOperatorDescriptor.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.BufferedInputStream;
+import java.io.DataInputStream;
+import java.io.File;
+import java.io.FileInputStream;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+
+public class RecordFileScanOperatorDescriptor extends AbstractDeserializedFileScanOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public RecordFileScanOperatorDescriptor(IOperatorDescriptorRegistry spec, FileSplit[] splits, RecordDescriptor recordDescriptor) {
+        super(spec, splits, recordDescriptor);
+    }
+
+    private static class RecordReaderImpl implements IRecordReader {
+        private RecordDescriptor recordDesc;
+        private DataInputStream in;
+
+        RecordReaderImpl(File file, RecordDescriptor recordDesc) throws Exception {
+            this.in = new DataInputStream(new BufferedInputStream(new FileInputStream(file)));
+            this.recordDesc = recordDesc;
+        }
+
+        @Override
+        public boolean read(Object[] record) throws Exception {
+            in.mark(1);
+            if (in.read() < 0) {
+                return false;
+            }
+            in.reset();
+            for (int i = 0; i < record.length; ++i) {
+                record[i] = recordDesc.getFields()[i].deserialize(in);
+            }
+            return true;
+        }
+
+        @Override
+        public void close() {
+            try {
+                in.close();
+            } catch (IOException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+    @Override
+    protected IRecordReader createRecordReader(File file, RecordDescriptor desc) throws Exception {
+        return new RecordReaderImpl(file, desc);
+    }
+
+    @Override
+    protected void configure() throws Exception {
+        // currently a no-op, but is meant to initialize , if required before it
+        // is asked
+        // to create a record reader
+        // this is executed at the node and is useful for operators that could
+        // not be
+        // initialized from the client completely, because of lack of
+        // information specific
+        // to the node where the operator gets executed.
+
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordWriter.java
new file mode 100644
index 0000000..2f6b53e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/file/RecordWriter.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.BufferedWriter;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.OutputStreamWriter;
+
+import org.apache.hyracks.dataflow.std.util.StringSerializationUtils;
+
+public abstract class RecordWriter implements IRecordWriter {
+
+    protected final BufferedWriter bufferedWriter;
+    protected final int[] columns;
+    protected final char separator;
+
+    public static final char COMMA = ',';
+
+    public RecordWriter(Object[] args) throws Exception {
+        OutputStream outputStream = createOutputStream(args);
+        if (outputStream != null) {
+            bufferedWriter = new BufferedWriter(new OutputStreamWriter(outputStream));
+        } else {
+            bufferedWriter = null;
+        }
+        this.columns = null;
+        this.separator = COMMA;
+    }
+
+    public RecordWriter(int[] columns, char separator, Object[] args) throws Exception {
+        OutputStream outputStream = createOutputStream(args);
+        if (outputStream != null) {
+            bufferedWriter = new BufferedWriter(new OutputStreamWriter(outputStream));
+        } else {
+            bufferedWriter = null;
+        }
+        this.columns = columns;
+        this.separator = separator;
+    }
+
+    @Override
+    public void close() {
+        try {
+            bufferedWriter.close();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public void write(Object[] record) throws Exception {
+        if (columns == null) {
+            for (int i = 0; i < record.length; ++i) {
+                if (i != 0) {
+                    bufferedWriter.write(separator);
+                }
+                bufferedWriter.write(StringSerializationUtils.toString(record[i]));
+            }
+        } else {
+            for (int i = 0; i < columns.length; ++i) {
+                if (i != 0) {
+                    bufferedWriter.write(separator);
+                }
+                bufferedWriter.write(StringSerializationUtils.toString(record[columns[i]]));
+            }
+        }
+        bufferedWriter.write("\n");
+    }
+
+    public abstract OutputStream createOutputStream(Object[] args) throws Exception;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AbstractAccumulatingAggregatorDescriptorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AbstractAccumulatingAggregatorDescriptorFactory.java
new file mode 100644
index 0000000..5d13332
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AbstractAccumulatingAggregatorDescriptorFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractAccumulatingAggregatorDescriptorFactory implements IAggregatorDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    /* (non-Javadoc)
+     * @see org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory#createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext, org.apache.hyracks.api.dataflow.value.RecordDescriptor, org.apache.hyracks.api.dataflow.value.RecordDescriptor, int[], int[], org.apache.hyracks.api.comm.IFrameWriter)
+     */
+    @Override
+    public IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, int[] keyFields, int[] keyFieldsInPartialResults, IFrameWriter writer)
+            throws HyracksDataException {
+        return this
+                .createAggregator(ctx, inRecordDescriptor, outRecordDescriptor, keyFields, keyFieldsInPartialResults);
+    }
+
+    abstract protected IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx,
+            RecordDescriptor inRecordDescriptor, RecordDescriptor outRecordDescriptor, int[] keyFields,
+            final int[] keyFieldsInPartialResults) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateState.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateState.java
new file mode 100644
index 0000000..a72b6c2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateState.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.Serializable;
+
+/**
+ *
+ */
+public class AggregateState implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    public Object state = null;
+
+    public AggregateState() {
+        state = null;
+    }
+
+    public AggregateState(Object obj) {
+        state = obj;
+    }
+
+    public void reset() {
+        state = null;
+    }
+
+    public void close() {
+        state = null;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateType.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateType.java
new file mode 100644
index 0000000..830ab89
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/AggregateType.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.group;
+
+public enum AggregateType {
+    PARTIAL,
+    FINAL
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/DeserializedPreclusteredGroupOperator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/DeserializedPreclusteredGroupOperator.java
new file mode 100644
index 0000000..10d322f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/DeserializedPreclusteredGroupOperator.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.IOpenableDataReader;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.value.IComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+
+public class DeserializedPreclusteredGroupOperator implements IOpenableDataWriterOperator {
+    private final int[] groupFields;
+
+    @SuppressWarnings("rawtypes")
+    private final IComparator[] comparators;
+
+    private final IGroupAggregator aggregator;
+
+    private Object[] lastData;
+
+    private IOpenableDataWriter<Object[]> writer;
+
+    private List<Object[]> buffer;
+
+    private IOpenableDataReader<Object[]> reader;
+
+    @SuppressWarnings("rawtypes")
+    public DeserializedPreclusteredGroupOperator(int[] groupFields, IComparator[] comparators,
+            IGroupAggregator aggregator) {
+        this.groupFields = groupFields;
+        this.comparators = comparators;
+        this.aggregator = aggregator;
+        buffer = new ArrayList<Object[]>();
+        reader = new IOpenableDataReader<Object[]>() {
+            private int idx;
+
+            @Override
+            public void open() {
+                idx = 0;
+            }
+
+            @Override
+            public void close() {
+            }
+
+            @Override
+            public Object[] readData() {
+                return idx >= buffer.size() ? null : buffer.get(idx++);
+            }
+        };
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!buffer.isEmpty()) {
+            aggregate();
+        }
+        writer.close();
+        try {
+            aggregator.close();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    private void aggregate() throws HyracksDataException {
+        reader.open();
+        aggregator.aggregate(reader, writer);
+        reader.close();
+        buffer.clear();
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        lastData = null;
+        writer.open();
+    }
+
+    @Override
+    public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+        if (index != 0) {
+            throw new IllegalArgumentException();
+        }
+        this.writer = writer;
+    }
+
+    @Override
+    public void writeData(Object[] data) throws HyracksDataException {
+        if (lastData != null && compare(data, lastData) != 0) {
+            aggregate();
+        }
+        lastData = data;
+        buffer.add(data);
+    }
+
+    @SuppressWarnings("unchecked")
+    private int compare(Object[] d1, Object[] d2) {
+        for (int i = 0; i < groupFields.length; ++i) {
+            int fIdx = groupFields[i];
+            int c = comparators[i].compare(d1[fIdx], d2[fIdx]);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        throw new HyracksDataException("unsupported operation");
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java
new file mode 100644
index 0000000..e08041d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/HashSpillableTableFactory.java
@@ -0,0 +1,257 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.group;
+
+import java.util.BitSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFamily;
+import org.apache.hyracks.dataflow.std.buffermanager.IPartitionedTupleBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.ITuplePointerAccessor;
+import org.apache.hyracks.dataflow.std.buffermanager.PreferToSpillFullyOccupiedFramePolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.VPartitionTupleBufferManager;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+
+public class HashSpillableTableFactory implements ISpillableTableFactory {
+
+    private static Logger LOGGER = Logger.getLogger(HashSpillableTableFactory.class.getName());
+    private static final double FUDGE_FACTOR = 1.1;
+    private static final long serialVersionUID = 1L;
+    private final IBinaryHashFunctionFamily[] hashFunctionFamilies;
+
+    public HashSpillableTableFactory(IBinaryHashFunctionFamily[] hashFunctionFamilies) {
+        this.hashFunctionFamilies = hashFunctionFamilies;
+    }
+
+    @Override
+    public ISpillableTable buildSpillableTable(final IHyracksTaskContext ctx, int suggestTableSize, long dataBytesSize,
+            final int[] keyFields, final IBinaryComparator[] comparators,
+            final INormalizedKeyComputer firstKeyNormalizerFactory, IAggregatorDescriptorFactory aggregateFactory,
+            RecordDescriptor inRecordDescriptor, RecordDescriptor outRecordDescriptor, final int framesLimit,
+            final int seed) throws HyracksDataException {
+        if (framesLimit < 2) {
+            throw new HyracksDataException("The frame limit is too small to partition the data");
+        }
+        final int tableSize = suggestTableSize;
+
+        final int[] intermediateResultKeys = new int[keyFields.length];
+        for (int i = 0; i < keyFields.length; i++) {
+            intermediateResultKeys[i] = i;
+        }
+
+        final FrameTuplePairComparator ftpcInputCompareToAggregate = new FrameTuplePairComparator(keyFields,
+                intermediateResultKeys, comparators);
+
+        final ITuplePartitionComputer tpc = new FieldHashPartitionComputerFamily(keyFields, hashFunctionFamilies)
+                .createPartitioner(seed);
+
+        final IAggregatorDescriptor aggregator = aggregateFactory.createAggregator(ctx, inRecordDescriptor,
+                outRecordDescriptor, keyFields, intermediateResultKeys, null);
+
+        final AggregateState aggregateState = aggregator.createAggregateStates();
+
+        final ArrayTupleBuilder stateTupleBuilder = new ArrayTupleBuilder(outRecordDescriptor.getFields().length);
+
+        //TODO(jf) research on the optimized partition size
+        final int numPartitions = getNumOfPartitions((int) (dataBytesSize / ctx.getInitialFrameSize()),
+                framesLimit - 1);
+        final int entriesPerPartition = (int) Math.ceil(1.0 * tableSize / numPartitions);
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("create hashtable, table size:" + tableSize + " file size:" + dataBytesSize + "  partitions:"
+                    + numPartitions);
+        }
+
+        final ArrayTupleBuilder outputTupleBuilder = new ArrayTupleBuilder(outRecordDescriptor.getFields().length);
+
+        final ISerializableTable hashTableForTuplePointer = new SerializableHashTable(tableSize, ctx);
+
+        return new ISpillableTable() {
+
+            private final TuplePointer pointer = new TuplePointer();
+            private final BitSet spilledSet = new BitSet(numPartitions);
+            final IPartitionedTupleBufferManager bufferManager = new VPartitionTupleBufferManager(ctx,
+                    PreferToSpillFullyOccupiedFramePolicy.createAtMostOneFrameForSpilledPartitionConstrain(spilledSet),
+                    numPartitions, framesLimit * ctx.getInitialFrameSize());
+
+            final ITuplePointerAccessor bufferAccessor = bufferManager.getTupleAccessor(outRecordDescriptor);
+
+            private final PreferToSpillFullyOccupiedFramePolicy spillPolicy = new PreferToSpillFullyOccupiedFramePolicy(
+                    bufferManager, spilledSet, ctx.getInitialFrameSize());
+
+            private final FrameTupleAppender outputAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+
+            @Override
+            public void close() throws HyracksDataException {
+                hashTableForTuplePointer.close();
+                aggregator.close();
+            }
+
+            @Override
+            public void clear(int partition) throws HyracksDataException {
+                for (int p = getFirstEntryInHashTable(partition); p < getLastEntryInHashTable(partition); p++) {
+                    hashTableForTuplePointer.delete(p);
+                }
+                bufferManager.clearPartition(partition);
+            }
+
+            private int getPartition(int entryInHashTable) {
+                return entryInHashTable / entriesPerPartition;
+            }
+
+            private int getFirstEntryInHashTable(int partition) {
+                return partition * entriesPerPartition;
+            }
+
+            private int getLastEntryInHashTable(int partition) {
+                return Math.min(tableSize, (partition + 1) * entriesPerPartition);
+            }
+
+            @Override
+            public boolean insert(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException {
+                int entryInHashTable = tpc.partition(accessor, tIndex, tableSize);
+                for (int i = 0; i < hashTableForTuplePointer.getTupleCount(entryInHashTable); i++) {
+                    hashTableForTuplePointer.getTuplePointer(entryInHashTable, i, pointer);
+                    bufferAccessor.reset(pointer);
+                    int c = ftpcInputCompareToAggregate.compare(accessor, tIndex, bufferAccessor);
+                    if (c == 0) {
+                        aggregateExistingTuple(accessor, tIndex, bufferAccessor, pointer.tupleIndex);
+                        return true;
+                    }
+                }
+
+                return insertNewAggregateEntry(entryInHashTable, accessor, tIndex);
+            }
+
+            private boolean insertNewAggregateEntry(int entryInHashTable, IFrameTupleAccessor accessor, int tIndex)
+                    throws HyracksDataException {
+                initStateTupleBuilder(accessor, tIndex);
+                int pid = getPartition(entryInHashTable);
+
+                if (!bufferManager.insertTuple(pid, stateTupleBuilder.getByteArray(),
+                        stateTupleBuilder.getFieldEndOffsets(), 0, stateTupleBuilder.getSize(), pointer)) {
+                    return false;
+                }
+                hashTableForTuplePointer.insert(entryInHashTable, pointer);
+                return true;
+            }
+
+            private void initStateTupleBuilder(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException {
+                stateTupleBuilder.reset();
+                for (int k = 0; k < keyFields.length; k++) {
+                    stateTupleBuilder.addField(accessor, tIndex, keyFields[k]);
+                }
+                aggregator.init(stateTupleBuilder, accessor, tIndex, aggregateState);
+            }
+
+            private void aggregateExistingTuple(IFrameTupleAccessor accessor, int tIndex,
+                    ITuplePointerAccessor bufferAccessor, int tupleIndex) throws HyracksDataException {
+                aggregator.aggregate(accessor, tIndex, bufferAccessor, tupleIndex, aggregateState);
+            }
+
+            @Override
+            public int flushFrames(int partition, IFrameWriter writer, AggregateType type) throws HyracksDataException {
+                int count = 0;
+                for (int hashEntryPid = getFirstEntryInHashTable(partition); hashEntryPid < getLastEntryInHashTable(
+                        partition); hashEntryPid++) {
+                    count += hashTableForTuplePointer.getTupleCount(hashEntryPid);
+                    for (int tid = 0; tid < hashTableForTuplePointer.getTupleCount(hashEntryPid); tid++) {
+                        hashTableForTuplePointer.getTuplePointer(hashEntryPid, tid, pointer);
+                        bufferAccessor.reset(pointer);
+                        outputTupleBuilder.reset();
+                        for (int k = 0; k < intermediateResultKeys.length; k++) {
+                            outputTupleBuilder.addField(bufferAccessor.getBuffer().array(),
+                                    bufferAccessor.getAbsFieldStartOffset(intermediateResultKeys[k]),
+                                    bufferAccessor.getFieldLength(intermediateResultKeys[k]));
+                        }
+
+                        boolean hasOutput = false;
+                        switch (type) {
+                            case PARTIAL:
+                                hasOutput = aggregator.outputPartialResult(outputTupleBuilder, bufferAccessor,
+                                        pointer.tupleIndex, aggregateState);
+                                break;
+                            case FINAL:
+                                hasOutput = aggregator.outputFinalResult(outputTupleBuilder, bufferAccessor,
+                                        pointer.tupleIndex, aggregateState);
+                                break;
+                        }
+
+                        if (hasOutput && !outputAppender.appendSkipEmptyField(outputTupleBuilder.getFieldEndOffsets(),
+                                outputTupleBuilder.getByteArray(), 0, outputTupleBuilder.getSize())) {
+                            outputAppender.write(writer, true);
+                            if (!outputAppender.appendSkipEmptyField(outputTupleBuilder.getFieldEndOffsets(),
+                                    outputTupleBuilder.getByteArray(), 0, outputTupleBuilder.getSize())) {
+                                throw new HyracksDataException("The output item is too large to be fit into a frame.");
+                            }
+                        }
+                    }
+                }
+                outputAppender.write(writer, true);
+                spilledSet.set(partition);
+                return count;
+            }
+
+            @Override
+            public int getNumPartitions() {
+                return bufferManager.getNumPartitions();
+            }
+
+            @Override
+            public int findVictimPartition(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException {
+                int entryInHashTable = tpc.partition(accessor, tIndex, tableSize);
+                int partition = getPartition(entryInHashTable);
+                return spillPolicy.selectVictimPartition(partition);
+            }
+        };
+    }
+
+    private int getNumOfPartitions(int nubmerOfFramesForData, int frameLimit) {
+        if (frameLimit > nubmerOfFramesForData) {
+            return 1; // all in memory, we will create a big partition
+        }
+        int numberOfPartitions = (int) (Math
+                .ceil((nubmerOfFramesForData * FUDGE_FACTOR - frameLimit) / (frameLimit - 1)));
+        if (numberOfPartitions <= 0) {
+            numberOfPartitions = 1; //becomes in-memory hash
+        }
+        if (numberOfPartitions > frameLimit) {
+            numberOfPartitions = (int) Math.ceil(Math.sqrt(nubmerOfFramesForData * FUDGE_FACTOR));
+            return Math.max(2, Math.min(numberOfPartitions, frameLimit));
+        }
+        return numberOfPartitions;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptor.java
new file mode 100644
index 0000000..9552294
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptor.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+
+public interface IAggregatorDescriptor {
+
+    /**
+     * Create an aggregate state
+     *
+     * @return
+     */
+    AggregateState createAggregateStates();
+
+    /**
+     * Initialize the state based on the input tuple.
+     * 
+     * @param tupleBuilder
+     * @param accessor
+     * @param tIndex
+     * @param state
+     * @throws HyracksDataException
+     */
+    void init(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex, AggregateState state)
+            throws HyracksDataException;
+
+    /**
+     * Reset the aggregator. The corresponding aggregate state should be reset
+     * too. Note that here the frame is not an input argument, since it can be
+     * reset outside of the aggregator (simply reset the starting index of the
+     * buffer).
+     */
+    void reset();
+
+    /**
+     * Aggregate the value. Aggregate state should be updated correspondingly.
+     *
+     * @param accessor
+     * @param tIndex
+     * @param stateAccessor
+     *            The buffer containing the state, if frame-based-state is used.
+     *            This means that it can be null if java-object-based-state is
+     *            used.
+     * @param stateTupleIndex
+     * @param state
+     *            The aggregate state.
+     * @throws HyracksDataException
+     */
+    void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor, int stateTupleIndex,
+            AggregateState state) throws HyracksDataException;
+
+    /**
+     * Output the partial aggregation result.
+     *
+     * @param tupleBuilder
+     *            The data output for the output aggregation result
+     * @param stateAccessor
+     *            The stateAccessor buffer containing the aggregation state
+     * @param tIndex
+     * @param state
+     *            The aggregation state.
+     * @return true if it has any output writed to {@code tupleBuilder}
+     * @throws HyracksDataException
+     */
+    boolean outputPartialResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor, int tIndex,
+            AggregateState state) throws HyracksDataException;
+
+    /**
+     * Output the final aggregation result.
+     *
+     * @param tupleBuilder
+     *            The data output for the output frame
+     * @param stateAccessor
+     *            The buffer containing the aggregation state
+     * @param tIndex
+     * @param state
+     *            The aggregation state.
+     * @return true if it has any output writed to {@code tupleBuilder}
+     * @throws HyracksDataException
+     */
+    boolean outputFinalResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor, int tIndex,
+            AggregateState state) throws HyracksDataException;
+
+    void close();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptorFactory.java
new file mode 100644
index 0000000..99c787c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IAggregatorDescriptorFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IAggregatorDescriptorFactory extends Serializable {
+
+    IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, int[] keyFields, final int[] keyFieldsInPartialResults,
+            IFrameWriter writer) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptor.java
new file mode 100644
index 0000000..fc50f1f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptor.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ *
+ */
+public interface IFieldAggregateDescriptor {
+
+    /**
+     * Initialize the state based on the input tuple.
+     *
+     * @param accessor
+     * @param tIndex
+     * @param fieldOutput
+     *            The data output for the frame containing the state. This may
+     *            be null, if the state is maintained as a java object.
+     *
+     *            Note that we have an assumption that the initialization of the
+     *            binary state (if any) inserts the state fields into the buffer
+     *            in a appending fashion. This means that an arbitrary initial
+     *            size of the state can be accquired.
+     * @param state
+     *            The state to be initialized.
+     * @throws HyracksDataException
+     */
+    public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+            throws HyracksDataException;
+
+    /**
+     * Reset the aggregator. The corresponding aggregate state should be reset
+     * too. Note that here the frame is not an input argument, since it can be
+     * reset outside of the aggregator (simply reset the starting index of the
+     * buffer).
+     *
+     * @param state
+     */
+    public void reset();
+
+    /**
+     * Aggregate the value. Aggregate state should be updated correspondingly.
+     *
+     * @param accessor
+     * @param tIndex
+     * @param data
+     *            The buffer containing the state, if frame-based-state is used.
+     *            This means that it can be null if java-object-based-state is
+     *            used.
+     *
+     *            Here the length of binary state can be obtains from the state
+     *            parameter, and if the content to be filled into that is over-
+     *            flowing (larger than the reversed space), error should be
+     *            emit.
+     * @param offset
+     * @param state
+     *            The aggregate state.
+     * @throws HyracksDataException
+     */
+    public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset, AggregateState state)
+            throws HyracksDataException;
+
+    /**
+     * Output the partial aggregation result.
+     *
+     * @param fieldOutput
+     *            The data output for the output frame
+     * @param data
+     *            The buffer containing the aggregation state
+     * @param offset
+     * @param state
+     *            The aggregation state.
+     * @throws HyracksDataException
+     */
+    public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+            throws HyracksDataException;
+
+    /**
+     * Output the final aggregation result.
+     *
+     * @param fieldOutput
+     *            The data output for the output frame
+     * @param data
+     *            The buffer containing the aggregation state
+     * @param offset
+     * @param state
+     *            The aggregation state.
+     * @throws HyracksDataException
+     */
+    public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+            throws HyracksDataException;
+
+    public boolean needsBinaryState();
+
+    public boolean needsObjectState();
+
+    public AggregateState createState();
+
+    /**
+     * Close the field aggregator
+     */
+    public void close();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptorFactory.java
new file mode 100644
index 0000000..a85fbab
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IFieldAggregateDescriptorFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ *
+ */
+public interface IFieldAggregateDescriptorFactory extends Serializable {
+
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IGroupAggregator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IGroupAggregator.java
new file mode 100644
index 0000000..fd16c52
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/IGroupAggregator.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.dataflow.IDataReader;
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IGroupAggregator extends Serializable {
+    public void aggregate(IDataReader<Object[]> reader, IDataWriter<Object[]> writer) throws HyracksDataException;
+
+    public void close() throws Exception;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTable.java
new file mode 100644
index 0000000..2b9ad54
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTable.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public interface ISpillableTable {
+
+    /**
+     * Release all the storage resources.
+     * @throws HyracksDataException
+     */
+    void close() throws HyracksDataException;
+
+    /**
+     * Reset the specific partition to the initial state. The occupied resources will be released.
+     * @param partition
+     * @throws HyracksDataException
+     */
+    void clear(int partition) throws HyracksDataException;
+
+    /**
+     * Insert the specific tuple into the table.
+     * @param accessor
+     * @param tIndex
+     * @return
+     * @throws HyracksDataException
+     */
+    boolean insert(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException;
+
+    /**
+     * Flush the certain partition to writer, and return the numOfTuples that have been flushed
+     * @param partition
+     * @param writer
+     * @param type
+     * @return
+     * @throws HyracksDataException
+     */
+    int flushFrames(int partition, IFrameWriter writer, AggregateType type) throws HyracksDataException;
+
+    /**
+     * Get number of partitions
+     */
+    int getNumPartitions();
+
+    /**
+     * When the table is full, it will return a proper partition which will be the flush() candidate.
+     * The {@code accessor} and {@code tIndex} given the reference to the tuple to be inserted.
+     * @return the partition id of the victim, -1 if it failed to find a partition
+     * @param accessor
+     * @param tIndex
+     */
+    int findVictimPartition(IFrameTupleAccessor accessor, int tIndex) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTableFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTableFactory.java
new file mode 100644
index 0000000..dbe6858
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/ISpillableTableFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISpillableTableFactory extends Serializable {
+    ISpillableTable buildSpillableTable(IHyracksTaskContext ctx, int inputSizeInTuple, long dataBytesSize, int[] keyFields,
+            IBinaryComparator[] comparatorFactories, INormalizedKeyComputer firstKeyNormalizerFactory,
+            IAggregatorDescriptorFactory aggregateFactory, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, int framesLimit, int seed) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldGroupAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldGroupAggregatorFactory.java
new file mode 100644
index 0000000..7acd687
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldGroupAggregatorFactory.java
@@ -0,0 +1,176 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class AvgFieldGroupAggregatorFactory implements IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int aggField;
+
+    private final boolean useObjectState;
+
+    public AvgFieldGroupAggregatorFactory(int aggField, boolean useObjectState) {
+        this.aggField = aggField;
+        this.useObjectState = useObjectState;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.dataflow.std.aggregations.
+     * IFieldAggregateDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+
+        return new IFieldAggregateDescriptor() {
+
+            @Override
+            public void reset() {
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum, count;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                    count = IntegerPointable.getInteger(data, offset + 4);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum = fields[0];
+                    count = fields[1];
+                }
+                try {
+                    fieldOutput.writeInt(sum);
+                    fieldOutput.writeInt(count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum, count;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                    count = IntegerPointable.getInteger(data, offset + 4);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum = fields[0];
+                    count = fields[1];
+                }
+                try {
+                    fieldOutput.writeFloat((float) sum / count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+                int sum = 0;
+                int count = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+                count += 1;
+                if (!useObjectState) {
+                    try {
+                        fieldOutput.writeInt(sum);
+                        fieldOutput.writeInt(count);
+                    } catch (IOException e) {
+                        throw new HyracksDataException("I/O exception when initializing the aggregator.");
+                    }
+                } else {
+                    state.state = new Integer[] { sum, count };
+                }
+            }
+
+            @Override
+            public void close() {
+                // TODO Auto-generated method stub
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset,
+                    AggregateState state) throws HyracksDataException {
+                int sum = 0, count = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+                count += 1;
+                if (!useObjectState) {
+                    ByteBuffer buf = ByteBuffer.wrap(data);
+                    sum += buf.getInt(offset);
+                    count += buf.getInt(offset + 4);
+                    buf.putInt(offset, sum);
+                    buf.putInt(offset + 4, count);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum += fields[0];
+                    count += fields[1];
+                    state.state = new Integer[] { sum, count };
+                }
+            }
+
+            @Override
+            public boolean needsObjectState() {
+                return useObjectState;
+            }
+
+            @Override
+            public boolean needsBinaryState() {
+                return !useObjectState;
+            }
+
+            @Override
+            public AggregateState createState() {
+                return new AggregateState(new Integer[] { 0, 0 });
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldMergeAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldMergeAggregatorFactory.java
new file mode 100644
index 0000000..b77c91c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/AvgFieldMergeAggregatorFactory.java
@@ -0,0 +1,175 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class AvgFieldMergeAggregatorFactory implements IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int aggField;
+
+    private final boolean useObjectState;
+
+    public AvgFieldMergeAggregatorFactory(int aggField, boolean useObjectState) {
+        this.aggField = aggField;
+        this.useObjectState = useObjectState;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.dataflow.std.aggregations.
+     * IFieldAggregateDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+
+        return new IFieldAggregateDescriptor() {
+
+            @Override
+            public void reset() {
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum, count;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                    count = IntegerPointable.getInteger(data, offset + 4);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum = fields[0];
+                    count = fields[1];
+                }
+                try {
+                    fieldOutput.writeInt(sum);
+                    fieldOutput.writeInt(count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum, count;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                    count = IntegerPointable.getInteger(data, offset + 4);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum = fields[0];
+                    count = fields[1];
+                }
+                try {
+                    fieldOutput.writeFloat((float) sum / count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void close() {
+                // TODO Auto-generated method stub
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset,
+                    AggregateState state) throws HyracksDataException {
+                int sum = 0, count = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+                count += 1;
+                if (!useObjectState) {
+                    ByteBuffer buf = ByteBuffer.wrap(data);
+                    sum += buf.getInt(offset);
+                    count += buf.getInt(offset + 4);
+                    buf.putInt(offset, sum);
+                    buf.putInt(offset + 4, count);
+                } else {
+                    Integer[] fields = (Integer[]) state.state;
+                    sum += fields[0];
+                    count += fields[1];
+                    state.state = new Integer[] { sum, count };
+                }
+            }
+
+            @Override
+            public boolean needsObjectState() {
+                return useObjectState;
+            }
+
+            @Override
+            public boolean needsBinaryState() {
+                return !useObjectState;
+            }
+
+            @Override
+            public AggregateState createState() {
+                return new AggregateState(new Integer[] { 0, 0 });
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+                int sum = 0;
+                int count = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+                count += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart + 4);
+                if (!useObjectState) {
+                    try {
+                        fieldOutput.writeInt(sum);
+                        fieldOutput.writeInt(count);
+                    } catch (IOException e) {
+                        throw new HyracksDataException("I/O exception when initializing the aggregator.");
+                    }
+                } else {
+                    state.state = new Integer[] { sum, count };
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/CountFieldAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/CountFieldAggregatorFactory.java
new file mode 100644
index 0000000..bba9900
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/CountFieldAggregatorFactory.java
@@ -0,0 +1,146 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class CountFieldAggregatorFactory implements IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final boolean useObjectState;
+
+    public CountFieldAggregatorFactory(boolean useObjectState) {
+        this.useObjectState = useObjectState;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.dataflow.std.aggregations.
+     * IFieldAggregateDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+        return new IFieldAggregateDescriptor() {
+
+            @Override
+            public void reset() {
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int count;
+                if (!useObjectState) {
+                    count = IntegerPointable.getInteger(data, offset);
+                } else {
+                    count = (Integer) state.state;
+                }
+                try {
+                    fieldOutput.writeInt(count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int count;
+                if (!useObjectState) {
+                    count = IntegerPointable.getInteger(data, offset);
+                } else {
+                    count = (Integer) state.state;
+                }
+                try {
+                    fieldOutput.writeInt(count);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+                int count = 1;
+                if (!useObjectState) {
+                    try {
+                        fieldOutput.writeInt(count);
+                    } catch (IOException e) {
+                        throw new HyracksDataException("I/O exception when initializing the aggregator.");
+                    }
+                } else {
+                    state.state = count;
+                }
+            }
+
+            public boolean needsObjectState() {
+                return useObjectState;
+            }
+
+            public boolean needsBinaryState() {
+                return !useObjectState;
+            }
+
+            public AggregateState createState() {
+                return new AggregateState(new Integer(0));
+            }
+
+            @Override
+            public void close() {
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset,
+                    AggregateState state) throws HyracksDataException {
+                int count = 1;
+                if (!useObjectState) {
+                    ByteBuffer buf = ByteBuffer.wrap(data);
+                    count += buf.getInt(offset);
+                    buf.putInt(offset, count);
+                } else {
+                    count += (Integer) state.state;
+                    state.state = count;
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/FloatSumFieldAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/FloatSumFieldAggregatorFactory.java
new file mode 100644
index 0000000..771303f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/FloatSumFieldAggregatorFactory.java
@@ -0,0 +1,161 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.FloatPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class FloatSumFieldAggregatorFactory implements
+        IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int aggField;
+
+    private final boolean useObjectState;
+
+    public FloatSumFieldAggregatorFactory(int aggField, boolean useObjState){
+        this.aggField = aggField;
+        this.useObjectState = useObjState;
+    }
+
+    /* (non-Javadoc)
+     * @see org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory#createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext, org.apache.hyracks.api.dataflow.value.RecordDescriptor, org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx,
+            RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+        return new IFieldAggregateDescriptor() {
+
+            @Override
+            public void reset() {
+
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data,
+                    int offset, AggregateState state) throws HyracksDataException {
+                float sum;
+                if (!useObjectState) {
+                    sum = FloatPointable.getFloat(data, offset);
+                } else {
+                    sum = (Float) state.state;
+                }
+                try {
+                    fieldOutput.writeFloat(sum);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data,
+                    int offset, AggregateState state) throws HyracksDataException {
+                float sum;
+                if (!useObjectState) {
+                    sum = FloatPointable.getFloat(data, offset);
+                } else {
+                    sum = (Float) state.state;
+                }
+                try {
+                    fieldOutput.writeFloat(sum);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public boolean needsObjectState() {
+                return useObjectState;
+            }
+
+            @Override
+            public boolean needsBinaryState() {
+                return !useObjectState;
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex,
+                    DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+                float sum = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+
+                sum += FloatPointable.getFloat(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+
+                if (!useObjectState) {
+                    try {
+                        fieldOutput.writeFloat(sum);
+                    } catch (IOException e) {
+                        throw new HyracksDataException("I/O exception when initializing the aggregator.");
+                    }
+                } else {
+                    state.state = sum;
+                }
+            }
+
+            @Override
+            public AggregateState createState() {
+                return new AggregateState(new Float(0.0));
+            }
+
+            @Override
+            public void close() {
+                // TODO Auto-generated method stub
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex,
+                    byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                float sum = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += FloatPointable.getFloat(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+
+                if (!useObjectState) {
+                    ByteBuffer buf = ByteBuffer.wrap(data);
+                    sum += buf.getFloat(offset);
+                    buf.putFloat(offset, sum);
+                } else {
+                    sum += (Float) state.state;
+                    state.state = sum;
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/IntSumFieldAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/IntSumFieldAggregatorFactory.java
new file mode 100644
index 0000000..511b651
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/IntSumFieldAggregatorFactory.java
@@ -0,0 +1,160 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class IntSumFieldAggregatorFactory implements IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int aggField;
+
+    private final boolean useObjectState;
+
+    public IntSumFieldAggregatorFactory(int aggField, boolean useObjState) {
+        this.aggField = aggField;
+        this.useObjectState = useObjState;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see org.apache.hyracks.dataflow.std.aggregations.
+     * IFieldAggregateDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+
+        return new IFieldAggregateDescriptor() {
+
+            @Override
+            public void reset() {
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                } else {
+                    sum = (Integer) state.state;
+                }
+                try {
+                    fieldOutput.writeInt(sum);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                int sum;
+                if (!useObjectState) {
+                    sum = IntegerPointable.getInteger(data, offset);
+                } else {
+                    sum = (Integer) state.state;
+                }
+                try {
+                    fieldOutput.writeInt(sum);
+                } catch (IOException e) {
+                    throw new HyracksDataException("I/O exception when writing aggregation to the output buffer.");
+                }
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+
+                int sum = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+
+                if (!useObjectState) {
+                    try {
+                        fieldOutput.writeInt(sum);
+                    } catch (IOException e) {
+                        throw new HyracksDataException("I/O exception when initializing the aggregator.");
+                    }
+                } else {
+                    state.state = sum;
+                }
+            }
+
+            public boolean needsObjectState() {
+                return useObjectState;
+            }
+
+            public boolean needsBinaryState() {
+                return !useObjectState;
+            }
+
+            public AggregateState createState() {
+                return new AggregateState(new Integer(0));
+            }
+
+            @Override
+            public void close() {
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset,
+                    AggregateState state) throws HyracksDataException {
+                int sum = 0;
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                sum += IntegerPointable.getInteger(accessor.getBuffer().array(), tupleOffset + accessor.getFieldSlotsLength() + fieldStart);
+
+                if (!useObjectState) {
+                    ByteBuffer buf = ByteBuffer.wrap(data);
+                    sum += buf.getInt(offset);
+                    buf.putInt(offset, sum);
+                } else {
+                    sum += (Integer) state.state;
+                    state.state = sum;
+                }
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MinMaxStringFieldAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MinMaxStringFieldAggregatorFactory.java
new file mode 100644
index 0000000..6900918
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MinMaxStringFieldAggregatorFactory.java
@@ -0,0 +1,205 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+/**
+ *
+ */
+public class MinMaxStringFieldAggregatorFactory implements IFieldAggregateDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int aggField;
+
+    private final boolean isMax;
+
+    private final boolean hasBinaryState;
+
+    public MinMaxStringFieldAggregatorFactory(int aggField, boolean isMax, boolean hasBinaryState) {
+        this.aggField = aggField;
+        this.isMax = isMax;
+        this.hasBinaryState = hasBinaryState;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.dataflow.std.aggregators.IAggregatorDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor, int[])
+     */
+    @Override
+    public IFieldAggregateDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor) throws HyracksDataException {
+        return new IFieldAggregateDescriptor() {
+
+            UTF8StringSerializerDeserializer utf8SerializerDeserializer = new UTF8StringSerializerDeserializer();
+
+            @Override
+            public void reset() {
+            }
+
+            @Override
+            public void outputPartialResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                try {
+                    if (hasBinaryState) {
+                        int stateIdx = IntegerPointable.getInteger(data, offset);
+                        Object[] storedState = (Object[]) state.state;
+                        fieldOutput.writeUTF((String) storedState[stateIdx]);
+                    } else {
+                        fieldOutput.writeUTF((String) state.state);
+                    }
+                } catch (IOException e) {
+                    throw new HyracksDataException(
+                            "I/O exception when writing a string to the output writer in MinMaxStringAggregatorFactory.");
+                }
+            }
+
+            @Override
+            public void outputFinalResult(DataOutput fieldOutput, byte[] data, int offset, AggregateState state)
+                    throws HyracksDataException {
+                try {
+                    if (hasBinaryState) {
+                        int stateIdx = IntegerPointable.getInteger(data, offset);
+                        Object[] storedState = (Object[]) state.state;
+                        fieldOutput.writeUTF((String) storedState[stateIdx]);
+                    } else {
+                        fieldOutput.writeUTF((String) state.state);
+                    }
+                } catch (IOException e) {
+                    throw new HyracksDataException(
+                            "I/O exception when writing a string to the output writer in MinMaxStringAggregatorFactory.");
+                }
+            }
+
+            @Override
+            public void init(IFrameTupleAccessor accessor, int tIndex, DataOutput fieldOutput, AggregateState state)
+                    throws HyracksDataException {
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                int fieldLength = accessor.getFieldLength(tIndex, aggField);
+                String strField = utf8SerializerDeserializer.deserialize(new DataInputStream(
+                        new ByteArrayInputStream(accessor.getBuffer().array(), tupleOffset
+                                + accessor.getFieldSlotsLength() + fieldStart, fieldLength)));
+                if (hasBinaryState) {
+                    // Object-binary-state
+                    Object[] storedState;
+                    if (state.state == null) {
+                        storedState = new Object[8];
+                        storedState[0] = new Integer(0);
+                        state.state = storedState;
+                    } else {
+                        storedState = (Object[]) state.state;
+                    }
+                    int stateCount = (Integer) (storedState[0]);
+                    if (stateCount + 1 >= storedState.length) {
+                        storedState = Arrays.copyOf(storedState, storedState.length * 2);
+                        state.state = storedState;
+                    }
+
+                    stateCount++;
+                    storedState[0] = stateCount;
+                    storedState[stateCount] = strField;
+                    try {
+                        fieldOutput.writeInt(stateCount);
+                    } catch (IOException e) {
+                        throw new HyracksDataException(e.fillInStackTrace());
+                    }
+                } else {
+                    // Only object-state
+                    state.state = strField;
+                }
+            }
+
+            @Override
+            public void close() {
+                // TODO Auto-generated method stub
+
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, byte[] data, int offset,
+                    AggregateState state) throws HyracksDataException {
+                int tupleOffset = accessor.getTupleStartOffset(tIndex);
+                int fieldStart = accessor.getFieldStartOffset(tIndex, aggField);
+                int fieldLength = accessor.getFieldLength(tIndex, aggField);
+                String strField = utf8SerializerDeserializer.deserialize(new DataInputStream(
+                        new ByteArrayInputStream(accessor.getBuffer().array(), tupleOffset
+                                + accessor.getFieldSlotsLength() + fieldStart, fieldLength)));
+                if (hasBinaryState) {
+                    int stateIdx = IntegerPointable.getInteger(data, offset);
+
+                    Object[] storedState = (Object[]) state.state;
+
+                    if (isMax) {
+                        if (strField.length() > ((String) (storedState[stateIdx])).length()) {
+                            storedState[stateIdx] = strField;
+                        }
+                    } else {
+                        if (strField.length() < ((String) (storedState[stateIdx])).length()) {
+                            storedState[stateIdx] = strField;
+                        }
+                    }
+                } else {
+                    if (isMax) {
+                        if (strField.length() > ((String) (state.state)).length()) {
+                            state.state = strField;
+                        }
+                    } else {
+                        if (strField.length() < ((String) (state.state)).length()) {
+                            state.state = strField;
+                        }
+                    }
+                }
+            }
+
+            public boolean needsObjectState() {
+                return true;
+            }
+
+            public boolean needsBinaryState() {
+                return hasBinaryState;
+            }
+
+            public AggregateState createState() {
+                return new AggregateState();
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MultiFieldsAggregatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MultiFieldsAggregatorFactory.java
new file mode 100644
index 0000000..e326f39
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/aggregators/MultiFieldsAggregatorFactory.java
@@ -0,0 +1,173 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.aggregators;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.std.group.AbstractAccumulatingAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptor;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+
+public class MultiFieldsAggregatorFactory extends AbstractAccumulatingAggregatorDescriptorFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final IFieldAggregateDescriptorFactory[] aggregatorFactories;
+    private int[] keys;
+
+    public MultiFieldsAggregatorFactory(int[] keys, IFieldAggregateDescriptorFactory[] aggregatorFactories) {
+        this.keys = keys;
+        this.aggregatorFactories = aggregatorFactories;
+    }
+
+    public MultiFieldsAggregatorFactory(IFieldAggregateDescriptorFactory[] aggregatorFactories) {
+        this.aggregatorFactories = aggregatorFactories;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.dataflow.std.aggregations.IAggregatorDescriptorFactory
+     * #createAggregator(org.apache.hyracks.api.context.IHyracksTaskContext,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor,
+     * org.apache.hyracks.api.dataflow.value.RecordDescriptor)
+     */
+    @Override
+    public IAggregatorDescriptor createAggregator(IHyracksTaskContext ctx, RecordDescriptor inRecordDescriptor,
+            RecordDescriptor outRecordDescriptor, final int[] keyFields, final int[] keyFieldsInPartialResults)
+            throws HyracksDataException {
+
+        final IFieldAggregateDescriptor[] aggregators = new IFieldAggregateDescriptor[aggregatorFactories.length];
+        for (int i = 0; i < aggregators.length; i++) {
+            aggregators[i] = aggregatorFactories[i].createAggregator(ctx, inRecordDescriptor, outRecordDescriptor);
+        }
+
+        if (this.keys == null) {
+            this.keys = keyFields;
+        }
+
+        return new IAggregatorDescriptor() {
+
+            @Override
+            public void reset() {
+                for (int i = 0; i < aggregators.length; i++) {
+                    aggregators[i].reset();
+                }
+            }
+
+            @Override
+            public boolean outputPartialResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor,
+                    int tIndex, AggregateState state) throws HyracksDataException {
+                DataOutput dos = tupleBuilder.getDataOutput();
+
+                int tupleOffset = stateAccessor.getTupleStartOffset(tIndex);
+                for (int i = 0; i < aggregators.length; i++) {
+                    int fieldOffset = stateAccessor.getFieldStartOffset(tIndex, keys.length + i);
+                    aggregators[i].outputPartialResult(dos, stateAccessor.getBuffer().array(),
+                            fieldOffset + stateAccessor.getFieldSlotsLength() + tupleOffset,
+                            ((AggregateState[]) state.state)[i]);
+                    tupleBuilder.addFieldEndOffset();
+                }
+                return true;
+            }
+
+            @Override
+            public boolean outputFinalResult(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor stateAccessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                DataOutput dos = tupleBuilder.getDataOutput();
+
+                int tupleOffset = stateAccessor.getTupleStartOffset(tIndex);
+                for (int i = 0; i < aggregators.length; i++) {
+                    if (aggregators[i].needsBinaryState()) {
+                        int fieldOffset = stateAccessor.getFieldStartOffset(tIndex, keys.length + i);
+                        aggregators[i].outputFinalResult(dos, stateAccessor.getBuffer().array(),
+                                tupleOffset + stateAccessor.getFieldSlotsLength() + fieldOffset,
+                                ((AggregateState[]) state.state)[i]);
+                    } else {
+                        aggregators[i].outputFinalResult(dos, null, 0, ((AggregateState[]) state.state)[i]);
+                    }
+                    tupleBuilder.addFieldEndOffset();
+                }
+                return true;
+            }
+
+            @Override
+            public void init(ArrayTupleBuilder tupleBuilder, IFrameTupleAccessor accessor, int tIndex,
+                    AggregateState state) throws HyracksDataException {
+                DataOutput dos = tupleBuilder.getDataOutput();
+
+                for (int i = 0; i < aggregators.length; i++) {
+                    aggregators[i].init(accessor, tIndex, dos, ((AggregateState[]) state.state)[i]);
+                    if (aggregators[i].needsBinaryState()) {
+                        tupleBuilder.addFieldEndOffset();
+                    }
+                }
+            }
+
+            @Override
+            public AggregateState createAggregateStates() {
+                AggregateState[] states = new AggregateState[aggregators.length];
+                for (int i = 0; i < states.length; i++) {
+                    states[i] = aggregators[i].createState();
+                }
+                return new AggregateState(states);
+            }
+
+            @Override
+            public void close() {
+                for (int i = 0; i < aggregators.length; i++) {
+                    aggregators[i].close();
+                }
+            }
+
+            @Override
+            public void aggregate(IFrameTupleAccessor accessor, int tIndex, IFrameTupleAccessor stateAccessor,
+                    int stateTupleIndex, AggregateState state) throws HyracksDataException {
+                if (stateAccessor != null) {
+                    int stateTupleOffset = stateAccessor.getTupleStartOffset(stateTupleIndex);
+                    int fieldIndex = 0;
+                    for (int i = 0; i < aggregators.length; i++) {
+                        if (aggregators[i].needsBinaryState()) {
+                            int stateFieldOffset = stateAccessor.getFieldStartOffset(stateTupleIndex, keys.length
+                                    + fieldIndex);
+                            aggregators[i].aggregate(accessor, tIndex, stateAccessor.getBuffer().array(),
+                                    stateTupleOffset + stateAccessor.getFieldSlotsLength() + stateFieldOffset,
+                                    ((AggregateState[]) state.state)[i]);
+                            fieldIndex++;
+                        } else {
+                            aggregators[i].aggregate(accessor, tIndex, null, 0, ((AggregateState[]) state.state)[i]);
+                        }
+                    }
+                } else {
+                    for (int i = 0; i < aggregators.length; i++) {
+                        aggregators[i].aggregate(accessor, tIndex, null, 0, ((AggregateState[]) state.state)[i]);
+                    }
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupBuildOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupBuildOperatorNodePushable.java
new file mode 100644
index 0000000..852a160
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupBuildOperatorNodePushable.java
@@ -0,0 +1,141 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.external;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.ISpillableTable;
+import org.apache.hyracks.dataflow.std.group.ISpillableTableFactory;
+
+public class ExternalGroupBuildOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable
+        implements IRunFileWriterGenerator {
+
+    private static Logger LOGGER = Logger.getLogger("ExternalGroupBuildPhase");
+    private final IHyracksTaskContext ctx;
+    private final Object stateId;
+    private final int[] keyFields;
+    private final IBinaryComparator[] comparators;
+    private final INormalizedKeyComputer firstNormalizerComputer;
+    private final IAggregatorDescriptorFactory aggregatorFactory;
+    private final int framesLimit;
+    private final ISpillableTableFactory spillableTableFactory;
+    private final RecordDescriptor inRecordDescriptor;
+    private final RecordDescriptor outRecordDescriptor;
+    private final int tableSize;
+    private final long fileSize;
+
+    private ExternalHashGroupBy externalGroupBy;
+    private ExternalGroupState state;
+    private boolean isFailed = false;
+
+    public ExternalGroupBuildOperatorNodePushable(IHyracksTaskContext ctx, Object stateId, int tableSize, long fileSize,
+            int[] keyFields, int framesLimit, IBinaryComparatorFactory[] comparatorFactories,
+            INormalizedKeyComputerFactory firstNormalizerFactory, IAggregatorDescriptorFactory aggregatorFactory,
+            RecordDescriptor inRecordDescriptor, RecordDescriptor outRecordDescriptor,
+            ISpillableTableFactory spillableTableFactory) {
+        this.ctx = ctx;
+        this.stateId = stateId;
+        this.framesLimit = framesLimit;
+        this.aggregatorFactory = aggregatorFactory;
+        this.keyFields = keyFields;
+        this.comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        this.firstNormalizerComputer = firstNormalizerFactory == null ? null
+                : firstNormalizerFactory.createNormalizedKeyComputer();
+        this.spillableTableFactory = spillableTableFactory;
+        this.inRecordDescriptor = inRecordDescriptor;
+        this.outRecordDescriptor = outRecordDescriptor;
+        this.tableSize = tableSize;
+        this.fileSize = fileSize;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        state = new ExternalGroupState(ctx.getJobletContext().getJobId(), stateId);
+        ISpillableTable table = spillableTableFactory.buildSpillableTable(ctx, tableSize, fileSize, keyFields,
+                comparators, firstNormalizerComputer, aggregatorFactory, inRecordDescriptor, outRecordDescriptor,
+                framesLimit, 0);
+        RunFileWriter[] runFileWriters = new RunFileWriter[table.getNumPartitions()];
+        this.externalGroupBy = new ExternalHashGroupBy(this, table, runFileWriters, inRecordDescriptor);
+
+        state.setSpillableTable(table);
+        state.setRuns(runFileWriters);
+        state.setSpilledNumTuples(externalGroupBy.getSpilledNumTuples());
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        externalGroupBy.insert(buffer);
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        isFailed = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (isFailed) {
+            for (int i = 0; i < state.getRuns().length; i++) {
+                RunFileWriter run = state.getRuns()[i];
+                if (run != null) {
+                    run.getFileReference().delete();
+                }
+            }
+        } else {
+            externalGroupBy.flushSpilledPartitions();
+            ctx.setStateObject(state);
+            if (LOGGER.isLoggable(Level.FINE)) {
+                int numOfPartition = state.getSpillableTable().getNumPartitions();
+                int numOfSpilledPart = 0;
+                for (int i = 0; i < numOfPartition; i++) {
+                    if (state.getSpilledNumTuples()[i] > 0) {
+                        numOfSpilledPart++;
+                    }
+                }
+                LOGGER.fine("level 0:" + "build with " + numOfPartition + " partitions" + ", spilled "
+                        + numOfSpilledPart + " partitions");
+            }
+        }
+        state = null;
+        externalGroupBy = null;
+    }
+
+    @Override
+    public RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(ExternalGroupOperatorDescriptor.class.getSimpleName());
+        return new RunFileWriter(file, ctx.getIOManager());
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupOperatorDescriptor.java
new file mode 100644
index 0000000..433b75d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupOperatorDescriptor.java
@@ -0,0 +1,153 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.external;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.ISpillableTableFactory;
+
+/**
+ *
+ */
+public class ExternalGroupOperatorDescriptor extends AbstractOperatorDescriptor {
+
+    private static final int AGGREGATE_ACTIVITY_ID = 0;
+
+    private static final int MERGE_ACTIVITY_ID = 1;
+
+    private static final long serialVersionUID = 1L;
+    private final int[] keyFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final INormalizedKeyComputerFactory firstNormalizerFactory;
+
+    private final IAggregatorDescriptorFactory partialAggregatorFactory;
+    private final IAggregatorDescriptorFactory intermediateAggregateFactory;
+
+    private final int framesLimit;
+    private final ISpillableTableFactory spillableTableFactory;
+    private final RecordDescriptor partialRecDesc;
+    private final RecordDescriptor outRecDesc;
+    private final int tableSize;
+    private final long fileSize;
+
+    public ExternalGroupOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputSizeInTuple, long inputFileSize,
+            int[] keyFields, int framesLimit, IBinaryComparatorFactory[] comparatorFactories,
+            INormalizedKeyComputerFactory firstNormalizerFactory, IAggregatorDescriptorFactory partialAggregatorFactory,
+            IAggregatorDescriptorFactory intermediateAggregateFactory, RecordDescriptor partialAggRecordDesc,
+            RecordDescriptor outRecordDesc, ISpillableTableFactory spillableTableFactory) {
+        super(spec, 1, 1);
+        this.framesLimit = framesLimit;
+        if (framesLimit <= 1) {
+            /**
+             * Minimum of 2 frames: 1 for input records, and 1 for output
+             * aggregation results.
+             */
+            throw new IllegalStateException("frame limit should at least be 2, but it is " + framesLimit + "!");
+        }
+        this.partialAggregatorFactory = partialAggregatorFactory;
+        this.intermediateAggregateFactory = intermediateAggregateFactory;
+        this.keyFields = keyFields;
+        this.comparatorFactories = comparatorFactories;
+        this.firstNormalizerFactory = firstNormalizerFactory;
+        this.spillableTableFactory = spillableTableFactory;
+
+        this.partialRecDesc = partialAggRecordDesc;
+        this.outRecDesc = outRecordDesc;
+
+        /**
+         * Set the record descriptor. Note that since this operator is a unary
+         * operator, only the first record descriptor is used here.
+         */
+        recordDescriptors[0] = outRecordDesc;
+        this.tableSize = inputSizeInTuple;
+        this.fileSize = inputFileSize;
+    }
+
+    /*
+     * (non-Javadoc)
+     *
+     * @see
+     * org.apache.hyracks.api.dataflow.IOperatorDescriptor#contributeActivities
+     * (org.apache.hyracks.api.dataflow.IActivityGraphBuilder)
+     */
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        AggregateActivity aggregateAct = new AggregateActivity(new ActivityId(getOperatorId(), AGGREGATE_ACTIVITY_ID));
+        MergeActivity mergeAct = new MergeActivity(new ActivityId(odId, MERGE_ACTIVITY_ID));
+
+        builder.addActivity(this, aggregateAct);
+        builder.addSourceEdge(0, aggregateAct, 0);
+
+        builder.addActivity(this, mergeAct);
+        builder.addTargetEdge(0, mergeAct, 0);
+
+        builder.addBlockingEdge(aggregateAct, mergeAct);
+    }
+
+    private class AggregateActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public AggregateActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                final IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions)
+                        throws HyracksDataException {
+            return new ExternalGroupBuildOperatorNodePushable(ctx, new TaskId(getActivityId(), partition), tableSize,
+                    fileSize, keyFields, framesLimit, comparatorFactories, firstNormalizerFactory,
+                    partialAggregatorFactory, recordDescProvider.getInputRecordDescriptor(getActivityId(), 0),
+                    recordDescriptors[0], spillableTableFactory);
+        }
+    }
+
+    private class MergeActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MergeActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions)
+                        throws HyracksDataException {
+            return new ExternalGroupWriteOperatorNodePushable(ctx,
+                    new TaskId(new ActivityId(getOperatorId(), AGGREGATE_ACTIVITY_ID), partition),
+                    spillableTableFactory, partialRecDesc, outRecDesc, framesLimit, keyFields, firstNormalizerFactory,
+                    comparatorFactories, intermediateAggregateFactory);
+
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupState.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupState.java
new file mode 100644
index 0000000..a36e38d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupState.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.external;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.group.ISpillableTable;
+
+public class ExternalGroupState extends AbstractStateObject {
+
+    private RunFileWriter[] runs;
+    private ISpillableTable gTable;
+    private int[] spilledNumTuples;
+
+    ExternalGroupState(JobId jobId, Object id) {
+        super(jobId, id);
+    }
+
+    public RunFileWriter[] getRuns() {
+        return runs;
+    }
+
+    public void setRuns(RunFileWriter[] runs) {
+        this.runs = runs;
+    }
+
+    public ISpillableTable getSpillableTable() {
+        return gTable;
+    }
+
+    public void setSpillableTable(ISpillableTable gTable) {
+        this.gTable = gTable;
+    }
+
+    @Override
+    public void toBytes(DataOutput out) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void fromBytes(DataInput in) throws IOException {
+        throw new UnsupportedOperationException();
+    }
+
+    public void setSpilledNumTuples(int[] spilledNumTuples) {
+        this.spilledNumTuples = spilledNumTuples;
+    }
+
+    public int[] getSpilledNumTuples() {
+        return spilledNumTuples;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java
new file mode 100644
index 0000000..0dbb063
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalGroupWriteOperatorNodePushable.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.external;
+
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.AggregateType;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.ISpillableTable;
+import org.apache.hyracks.dataflow.std.group.ISpillableTableFactory;
+
+public class ExternalGroupWriteOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable
+        implements IRunFileWriterGenerator {
+    private static Logger LOGGER = Logger.getLogger("ExternalGroupbyWrite");
+    private final IHyracksTaskContext ctx;
+    private final Object stateId;
+    private final ISpillableTableFactory spillableTableFactory;
+    private final RecordDescriptor partialAggRecordDesc;
+    private final RecordDescriptor outRecordDesc;
+    private final IAggregatorDescriptorFactory mergeAggregatorFactory;
+    private final int[] mergeGroupFields;
+    private final IBinaryComparator[] groupByComparators;
+    private final int frameLimit;
+    private final INormalizedKeyComputer nmkComputer;
+    private final ArrayList<RunFileWriter> generatedRuns = new ArrayList<>();
+
+    public ExternalGroupWriteOperatorNodePushable(IHyracksTaskContext ctx, Object stateId,
+            ISpillableTableFactory spillableTableFactory, RecordDescriptor partialAggRecordDesc,
+            RecordDescriptor outRecordDesc, int framesLimit, int[] groupFields,
+            INormalizedKeyComputerFactory nmkFactory, IBinaryComparatorFactory[] comparatorFactories,
+            IAggregatorDescriptorFactory aggregatorFactory) {
+        this.ctx = ctx;
+        this.stateId = stateId;
+        this.spillableTableFactory = spillableTableFactory;
+        this.frameLimit = framesLimit;
+        this.nmkComputer = nmkFactory == null ? null : nmkFactory.createNormalizedKeyComputer();
+
+        this.partialAggRecordDesc = partialAggRecordDesc;
+        this.outRecordDesc = outRecordDesc;
+
+        this.mergeAggregatorFactory = aggregatorFactory;
+
+        //create merge group fields
+        int numGroupFields = groupFields.length;
+        mergeGroupFields = new int[numGroupFields];
+        for (int i = 0; i < numGroupFields; i++) {
+            mergeGroupFields[i] = i;
+        }
+
+        //setup comparators for grouping
+        groupByComparators = new IBinaryComparator[Math.min(mergeGroupFields.length, comparatorFactories.length)];
+        for (int i = 0; i < groupByComparators.length; i++) {
+            groupByComparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        ExternalGroupState aggState = (ExternalGroupState) ctx.getStateObject(stateId);
+        ISpillableTable table = aggState.getSpillableTable();
+        RunFileWriter[] partitionRuns = aggState.getRuns();
+        int[] numberOfTuples = aggState.getSpilledNumTuples();
+        try {
+            writer.open();
+            doPass(table, partitionRuns, numberOfTuples, writer, 1); // level 0 use used at build stage.
+        } catch (Exception e) {
+            generatedRuns.forEach(run -> run.getFileReference().delete());
+            writer.fail();
+            throw new HyracksDataException(e);
+        } finally {
+            writer.close();
+        }
+    }
+
+    private void doPass(ISpillableTable table, RunFileWriter[] runs, int[] numOfTuples, IFrameWriter writer, int level)
+            throws HyracksDataException {
+        assert table.getNumPartitions() == runs.length;
+        for (int i = 0; i < runs.length; i++) {
+            if (runs[i] == null) {
+                table.flushFrames(i, writer, AggregateType.FINAL);
+            }
+        }
+        table.close();
+
+        for (int i = 0; i < runs.length; i++) {
+            if (runs[i] != null) {
+                ISpillableTable partitionTable = spillableTableFactory.buildSpillableTable(ctx, numOfTuples[i],
+                        runs[i].getFileSize(), mergeGroupFields, groupByComparators, nmkComputer,
+                        mergeAggregatorFactory, partialAggRecordDesc, outRecordDesc, frameLimit, level);
+                RunFileWriter[] runFileWriters = new RunFileWriter[partitionTable.getNumPartitions()];
+                int[] sizeInTuplesNextLevel = buildGroup(runs[i].createDeleteOnCloseReader(), partitionTable,
+                        runFileWriters);
+                for (int idFile = 0; idFile < runFileWriters.length; idFile++) {
+                    if (runFileWriters[idFile] != null) {
+                        generatedRuns.add(runFileWriters[idFile]);
+                    }
+                }
+
+                if (LOGGER.isLoggable(Level.FINE)) {
+                    int numOfSpilledPart = 0;
+                    for (int x = 0; x < numOfTuples.length; x++) {
+                        if (numOfTuples[x] > 0) {
+                            numOfSpilledPart++;
+                        }
+                    }
+                    LOGGER.fine("level " + level + ":" + "build with " + numOfTuples.length + " partitions"
+                            + ", spilled " + numOfSpilledPart + " partitions");
+                }
+                doPass(partitionTable, runFileWriters, sizeInTuplesNextLevel, writer, level + 1);
+            }
+        }
+    }
+
+    private int[] buildGroup(RunFileReader reader, ISpillableTable table, RunFileWriter[] runFileWriters)
+            throws HyracksDataException {
+        ExternalHashGroupBy groupBy = new ExternalHashGroupBy(this, table, runFileWriters, partialAggRecordDesc);
+        reader.open();
+        try {
+            VSizeFrame frame = new VSizeFrame(ctx);
+            while (reader.nextFrame(frame)) {
+                groupBy.insert(frame.getBuffer());
+            }
+            groupBy.flushSpilledPartitions();
+        } finally {
+            reader.close();
+        }
+        return groupBy.getSpilledNumTuples();
+    }
+
+    @Override
+    public RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference newRun = ctx.getJobletContext()
+                .createManagedWorkspaceFile(ExternalGroupOperatorDescriptor.class.getSimpleName());
+        return new RunFileWriter(newRun, ctx.getIOManager());
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalHashGroupBy.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalHashGroupBy.java
new file mode 100644
index 0000000..e0ef2b3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/ExternalHashGroupBy.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.group.external;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.group.AggregateType;
+import org.apache.hyracks.dataflow.std.group.ISpillableTable;
+
+public class ExternalHashGroupBy {
+
+    private final IRunFileWriterGenerator runFileWriterGenerator;
+
+    private FrameTupleAccessor accessor;
+    private ISpillableTable table;
+    private RunFileWriter[] runWriters;
+    private int[] spilledNumTuples;
+
+    public ExternalHashGroupBy(IRunFileWriterGenerator runFileWriterGenerator, ISpillableTable table,
+            RunFileWriter[] runWriters, RecordDescriptor inRecordDescriptor) {
+        this.runFileWriterGenerator = runFileWriterGenerator;
+        this.table = table;
+        this.runWriters = runWriters;
+        this.accessor = new FrameTupleAccessor(inRecordDescriptor);
+        this.spilledNumTuples = new int[runWriters.length];
+    }
+
+    public void insert(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            if (!table.insert(accessor, i)) {
+                do {
+                    int partition = table.findVictimPartition(accessor, i);
+                    if (partition < 0) {
+                        throw new HyracksDataException("Failed to insert a new buffer into the aggregate operator!");
+                    }
+                    RunFileWriter writer = getPartitionWriterOrCreateOneIfNotExist(partition);
+                    flushPartitionToRun(partition, writer);
+                } while (!table.insert(accessor, i));
+            }
+        }
+    }
+
+    private void flushPartitionToRun(int partition, RunFileWriter writer)
+            throws HyracksDataException {
+        try {
+            spilledNumTuples[partition] += table.flushFrames(partition, writer, AggregateType.PARTIAL);
+            table.clear(partition);
+        } catch (Exception ex) {
+            writer.fail();
+            throw new HyracksDataException(ex);
+        }
+    }
+
+    public void flushSpilledPartitions() throws HyracksDataException {
+        for (int i = 0; i < runWriters.length; ++i) {
+            if (runWriters[i] != null) {
+                flushPartitionToRun(i, runWriters[i]);
+                runWriters[i].close();
+            }
+        }
+    }
+
+    private RunFileWriter getPartitionWriterOrCreateOneIfNotExist(int partition) throws HyracksDataException {
+        if (runWriters[partition] == null) {
+            runWriters[partition] = runFileWriterGenerator.getRunFileWriter();
+            runWriters[partition].open();
+        }
+        return runWriters[partition];
+    }
+
+    public int[] getSpilledNumTuples() {
+        return spilledNumTuples;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/IRunFileWriterGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/IRunFileWriterGenerator.java
new file mode 100644
index 0000000..58c6ae1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/external/IRunFileWriterGenerator.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.group.external;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+
+public interface IRunFileWriterGenerator {
+    RunFileWriter getRunFileWriter() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorDescriptor.java
new file mode 100644
index 0000000..8df0002
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorDescriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.preclustered;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+
+public class PreclusteredGroupOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private final int[] groupFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IAggregatorDescriptorFactory aggregatorFactory;
+
+    private static final long serialVersionUID = 1L;
+
+    public PreclusteredGroupOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] groupFields,
+            IBinaryComparatorFactory[] comparatorFactories, IAggregatorDescriptorFactory aggregatorFactory,
+            RecordDescriptor recordDescriptor) {
+        super(spec, 1, 1);
+        this.groupFields = groupFields;
+        this.comparatorFactories = comparatorFactories;
+        this.aggregatorFactory = aggregatorFactory;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+            throws HyracksDataException {
+        return new PreclusteredGroupOperatorNodePushable(ctx, groupFields, comparatorFactories, aggregatorFactory,
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0), recordDescriptors[0]);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorNodePushable.java
new file mode 100644
index 0000000..3286703
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupOperatorNodePushable.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.preclustered;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+
+class PreclusteredGroupOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    private final IHyracksTaskContext ctx;
+    private final int[] groupFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IAggregatorDescriptorFactory aggregatorFactory;
+    private final RecordDescriptor inRecordDescriptor;
+    private final RecordDescriptor outRecordDescriptor;
+    private PreclusteredGroupWriter pgw;
+
+    PreclusteredGroupOperatorNodePushable(IHyracksTaskContext ctx, int[] groupFields,
+            IBinaryComparatorFactory[] comparatorFactories, IAggregatorDescriptorFactory aggregatorFactory,
+            RecordDescriptor inRecordDescriptor, RecordDescriptor outRecordDescriptor) {
+        this.ctx = ctx;
+        this.groupFields = groupFields;
+        this.comparatorFactories = comparatorFactories;
+        this.aggregatorFactory = aggregatorFactory;
+        this.inRecordDescriptor = inRecordDescriptor;
+        this.outRecordDescriptor = outRecordDescriptor;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        pgw = new PreclusteredGroupWriter(ctx, groupFields, comparators, aggregatorFactory, inRecordDescriptor,
+                outRecordDescriptor, writer);
+        pgw.open();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        pgw.nextFrame(buffer);
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        pgw.fail();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        pgw.close();
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        pgw.flush();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupWriter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupWriter.java
new file mode 100644
index 0000000..30ee3c0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/preclustered/PreclusteredGroupWriter.java
@@ -0,0 +1,187 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.preclustered;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppenderWrapper;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.group.AggregateState;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+
+public class PreclusteredGroupWriter implements IFrameWriter {
+    private final int[] groupFields;
+    private final IBinaryComparator[] comparators;
+    private final IAggregatorDescriptor aggregator;
+    private final AggregateState aggregateState;
+    private final IFrame copyFrame;
+    private final FrameTupleAccessor inFrameAccessor;
+    private final FrameTupleAccessor copyFrameAccessor;
+
+    private final FrameTupleAppenderWrapper appenderWrapper;
+    private final ArrayTupleBuilder tupleBuilder;
+    private boolean outputPartial = false;
+
+    private boolean first;
+
+    private boolean isFailed = false;
+
+    public PreclusteredGroupWriter(IHyracksTaskContext ctx, int[] groupFields, IBinaryComparator[] comparators,
+            IAggregatorDescriptorFactory aggregatorFactory, RecordDescriptor inRecordDesc,
+            RecordDescriptor outRecordDesc, IFrameWriter writer, boolean outputPartial) throws HyracksDataException {
+        this(ctx, groupFields, comparators, aggregatorFactory, inRecordDesc, outRecordDesc, writer);
+        this.outputPartial = outputPartial;
+    }
+
+    public PreclusteredGroupWriter(IHyracksTaskContext ctx, int[] groupFields, IBinaryComparator[] comparators,
+            IAggregatorDescriptorFactory aggregatorFactory, RecordDescriptor inRecordDesc,
+            RecordDescriptor outRecordDesc, IFrameWriter writer) throws HyracksDataException {
+        this.groupFields = groupFields;
+        this.comparators = comparators;
+        this.aggregator = aggregatorFactory.createAggregator(ctx, inRecordDesc, outRecordDesc, groupFields, groupFields,
+                writer);
+        this.aggregateState = aggregator.createAggregateStates();
+        copyFrame = new VSizeFrame(ctx);
+        inFrameAccessor = new FrameTupleAccessor(inRecordDesc);
+        copyFrameAccessor = new FrameTupleAccessor(inRecordDesc);
+        copyFrameAccessor.reset(copyFrame.getBuffer());
+
+        VSizeFrame outFrame = new VSizeFrame(ctx);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        appender.reset(outFrame, true);
+        appenderWrapper = new FrameTupleAppenderWrapper(appender, writer);
+
+        tupleBuilder = new ArrayTupleBuilder(outRecordDesc.getFields().length);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        appenderWrapper.open();
+        first = true;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        inFrameAccessor.reset(buffer);
+        int nTuples = inFrameAccessor.getTupleCount();
+        for (int i = 0; i < nTuples; ++i) {
+            if (first) {
+
+                tupleBuilder.reset();
+                for (int j = 0; j < groupFields.length; j++) {
+                    tupleBuilder.addField(inFrameAccessor, i, groupFields[j]);
+                }
+                aggregator.init(tupleBuilder, inFrameAccessor, i, aggregateState);
+
+                first = false;
+
+            } else {
+                if (i == 0) {
+                    switchGroupIfRequired(copyFrameAccessor, copyFrameAccessor.getTupleCount() - 1, inFrameAccessor, i);
+                } else {
+                    switchGroupIfRequired(inFrameAccessor, i - 1, inFrameAccessor, i);
+                }
+
+            }
+        }
+        copyFrame.ensureFrameSize(buffer.capacity());
+        FrameUtils.copyAndFlip(buffer, copyFrame.getBuffer());
+        copyFrameAccessor.reset(copyFrame.getBuffer());
+    }
+
+    private void switchGroupIfRequired(FrameTupleAccessor prevTupleAccessor, int prevTupleIndex,
+            FrameTupleAccessor currTupleAccessor, int currTupleIndex) throws HyracksDataException {
+        if (!sameGroup(prevTupleAccessor, prevTupleIndex, currTupleAccessor, currTupleIndex)) {
+            writeOutput(prevTupleAccessor, prevTupleIndex);
+
+            tupleBuilder.reset();
+            for (int j = 0; j < groupFields.length; j++) {
+                tupleBuilder.addField(currTupleAccessor, currTupleIndex, groupFields[j]);
+            }
+            aggregator.init(tupleBuilder, currTupleAccessor, currTupleIndex, aggregateState);
+        } else {
+            aggregator.aggregate(currTupleAccessor, currTupleIndex, null, 0, aggregateState);
+        }
+    }
+
+    private void writeOutput(final FrameTupleAccessor lastTupleAccessor, int lastTupleIndex)
+            throws HyracksDataException {
+
+        tupleBuilder.reset();
+        for (int j = 0; j < groupFields.length; j++) {
+            tupleBuilder.addField(lastTupleAccessor, lastTupleIndex, groupFields[j]);
+        }
+        boolean hasOutput = outputPartial
+                ? aggregator.outputPartialResult(tupleBuilder, lastTupleAccessor, lastTupleIndex, aggregateState)
+                : aggregator.outputFinalResult(tupleBuilder, lastTupleAccessor, lastTupleIndex, aggregateState);
+
+        if (hasOutput) {
+            appenderWrapper.appendSkipEmptyField(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray(), 0,
+                    tupleBuilder.getSize());
+        }
+
+    }
+
+    private boolean sameGroup(FrameTupleAccessor a1, int t1Idx, FrameTupleAccessor a2, int t2Idx)
+            throws HyracksDataException {
+        for (int i = 0; i < comparators.length; ++i) {
+            int fIdx = groupFields[i];
+            int s1 = a1.getAbsoluteFieldStartOffset(t1Idx, fIdx);
+            int l1 = a1.getFieldLength(t1Idx, fIdx);
+            int s2 = a2.getAbsoluteFieldStartOffset(t2Idx, fIdx);
+            int l2 = a2.getFieldLength(t2Idx, fIdx);
+            if (comparators[i].compare(a1.getBuffer().array(), s1, l1, a2.getBuffer().array(), s2, l2) != 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        isFailed = true;
+        appenderWrapper.fail();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            if (!isFailed && !first) {
+                assert (copyFrameAccessor.getTupleCount() > 0);
+                writeOutput(copyFrameAccessor, copyFrameAccessor.getTupleCount() - 1);
+                appenderWrapper.write();
+            }
+            aggregator.close();
+            aggregateState.close();
+        } finally {
+            appenderWrapper.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunGenerator.java
new file mode 100644
index 0000000..091d323
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunGenerator.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.sort;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupWriter;
+import org.apache.hyracks.dataflow.std.sort.AbstractExternalSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+
+/**
+ * Group-by aggregation is pushed before run file generation.
+ *
+ * @author yingyib
+ */
+public class ExternalSortGroupByRunGenerator extends AbstractExternalSortRunGenerator {
+
+    private final int[] groupFields;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IAggregatorDescriptorFactory aggregatorFactory;
+    private final RecordDescriptor inRecordDesc;
+    private final RecordDescriptor outRecordDesc;
+
+    public ExternalSortGroupByRunGenerator(IHyracksTaskContext ctx, int[] sortFields, RecordDescriptor inputRecordDesc,
+            int framesLimit, int[] groupFields, INormalizedKeyComputerFactory firstKeyNormalizerFactory,
+            IBinaryComparatorFactory[] comparatorFactories, IAggregatorDescriptorFactory aggregatorFactory,
+            RecordDescriptor outRecordDesc, Algorithm alg) throws HyracksDataException {
+        this(ctx, sortFields, inputRecordDesc, framesLimit, groupFields, firstKeyNormalizerFactory, comparatorFactories,
+                aggregatorFactory, outRecordDesc, alg, EnumFreeSlotPolicy.LAST_FIT);
+    }
+
+    public ExternalSortGroupByRunGenerator(IHyracksTaskContext ctx, int[] sortFields, RecordDescriptor inputRecordDesc,
+            int framesLimit, int[] groupFields, INormalizedKeyComputerFactory firstKeyNormalizerFactory,
+            IBinaryComparatorFactory[] comparatorFactories, IAggregatorDescriptorFactory aggregatorFactory,
+            RecordDescriptor outRecordDesc, Algorithm alg, EnumFreeSlotPolicy policy) throws HyracksDataException {
+        super(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, inputRecordDesc, alg, policy,
+                framesLimit);
+
+        this.groupFields = groupFields;
+        this.comparatorFactories = comparatorFactories;
+        this.aggregatorFactory = aggregatorFactory;
+        this.inRecordDesc = inputRecordDesc;
+        this.outRecordDesc = outRecordDesc;
+    }
+
+    @Override
+    protected RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference file = ctx.getJobletContext().createManagedWorkspaceFile(
+                ExternalSortGroupByRunGenerator.class.getSimpleName());
+        return new RunFileWriter(file, ctx.getIOManager());
+    }
+
+    @Override
+    protected IFrameWriter getFlushableFrameWriter(RunFileWriter writer) throws HyracksDataException {
+        //create group-by comparators
+        IBinaryComparator[] comparators = new IBinaryComparator[Math
+                .min(groupFields.length, comparatorFactories.length)];
+        for (int i = 0; i < comparators.length; i++) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        return new PreclusteredGroupWriter(ctx, groupFields, comparators, aggregatorFactory,
+                this.inRecordDesc, this.outRecordDesc, writer, true);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunMerger.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunMerger.java
new file mode 100644
index 0000000..b13c647
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/ExternalSortGroupByRunMerger.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupWriter;
+import org.apache.hyracks.dataflow.std.sort.AbstractExternalSortRunMerger;
+import org.apache.hyracks.dataflow.std.sort.ISorter;
+
+/**
+ * Group-by aggregation is pushed into multi-pass merge of external sort.
+ *
+ * @author yingyib
+ */
+public class ExternalSortGroupByRunMerger extends AbstractExternalSortRunMerger {
+
+    private final RecordDescriptor inputRecordDesc;
+    private final RecordDescriptor partialAggRecordDesc;
+    private final RecordDescriptor outRecordDesc;
+
+    private final int[] groupFields;
+    private final IAggregatorDescriptorFactory mergeAggregatorFactory;
+    private final IAggregatorDescriptorFactory partialAggregatorFactory;
+    private final boolean localSide;
+
+    private final int[] mergeSortFields;
+    private final int[] mergeGroupFields;
+    private final IBinaryComparator[] groupByComparators;
+
+    public ExternalSortGroupByRunMerger(IHyracksTaskContext ctx, ISorter frameSorter, List<GeneratedRunFileReader> runs,
+            int[] sortFields, RecordDescriptor inRecordDesc, RecordDescriptor partialAggRecordDesc,
+            RecordDescriptor outRecordDesc, int framesLimit, IFrameWriter writer, int[] groupFields,
+            INormalizedKeyComputer nmk, IBinaryComparator[] comparators,
+            IAggregatorDescriptorFactory partialAggregatorFactory, IAggregatorDescriptorFactory aggregatorFactory,
+            boolean localStage) {
+        super(ctx, frameSorter, runs, comparators, nmk, partialAggRecordDesc, framesLimit, writer);
+
+        this.inputRecordDesc = inRecordDesc;
+        this.partialAggRecordDesc = partialAggRecordDesc;
+        this.outRecordDesc = outRecordDesc;
+
+        this.groupFields = groupFields;
+        this.mergeAggregatorFactory = aggregatorFactory;
+        this.partialAggregatorFactory = partialAggregatorFactory;
+        this.localSide = localStage;
+
+        //create merge sort fields
+        int numSortFields = sortFields.length;
+        mergeSortFields = new int[numSortFields];
+        for (int i = 0; i < numSortFields; i++) {
+            mergeSortFields[i] = i;
+        }
+
+        //create merge group fields
+        int numGroupFields = groupFields.length;
+        mergeGroupFields = new int[numGroupFields];
+        for (int i = 0; i < numGroupFields; i++) {
+            mergeGroupFields[i] = i;
+        }
+
+        //setup comparators for grouping
+        groupByComparators = new IBinaryComparator[Math.min(mergeGroupFields.length, comparators.length)];
+        for (int i = 0; i < groupByComparators.length; i++) {
+            groupByComparators[i] = comparators[i];
+        }
+    }
+
+    @Override
+    protected IFrameWriter prepareSkipMergingFinalResultWriter(IFrameWriter nextWriter) throws HyracksDataException {
+        IAggregatorDescriptorFactory aggregatorFactory = localSide ? partialAggregatorFactory : mergeAggregatorFactory;
+        boolean outputPartial = false;
+        return new PreclusteredGroupWriter(ctx, groupFields, groupByComparators, aggregatorFactory, inputRecordDesc,
+                outRecordDesc, nextWriter, outputPartial);
+    }
+
+    @Override
+    protected RunFileWriter prepareIntermediateMergeRunFile() throws HyracksDataException {
+        FileReference newRun = ctx.createManagedWorkspaceFile(ExternalSortGroupByRunMerger.class.getSimpleName());
+        return new RunFileWriter(newRun, ctx.getIOManager());
+    }
+
+    @Override
+    protected IFrameWriter prepareIntermediateMergeResultWriter(RunFileWriter mergeFileWriter)
+            throws HyracksDataException {
+        IAggregatorDescriptorFactory aggregatorFactory = localSide ? mergeAggregatorFactory : partialAggregatorFactory;
+        boolean outputPartial = true;
+        return new PreclusteredGroupWriter(ctx, mergeGroupFields, groupByComparators, aggregatorFactory,
+                partialAggRecordDesc, partialAggRecordDesc, mergeFileWriter, outputPartial);
+    }
+
+    @Override
+    protected IFrameWriter prepareFinalMergeResultWriter(IFrameWriter nextWriter) throws HyracksDataException {
+        boolean outputPartial = false;
+        return new PreclusteredGroupWriter(ctx, mergeGroupFields, groupByComparators, mergeAggregatorFactory,
+                partialAggRecordDesc, outRecordDesc, nextWriter, outputPartial);
+    }
+
+    @Override
+    protected int[] getSortFields() {
+        return mergeSortFields;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/SortGroupByOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/SortGroupByOperatorDescriptor.java
new file mode 100644
index 0000000..16d2158
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/group/sort/SortGroupByOperatorDescriptor.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.group.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.sort.AbstractExternalSortRunMerger;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.AbstractSorterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ISorter;
+
+/**
+ * This Operator pushes group-by aggregation into the external sort.
+ * After the in-memory sort, it aggregates the sorted data before writing it to a run file.
+ * During the merge phase, it does an aggregation over sorted results.
+ *
+ * @author yingyib
+ */
+public class SortGroupByOperatorDescriptor extends AbstractSorterOperatorDescriptor {
+
+    private final int[] groupFields;
+    private final IAggregatorDescriptorFactory mergeAggregatorFactory;
+    private final IAggregatorDescriptorFactory partialAggregatorFactory;
+    private final RecordDescriptor partialAggRecordDesc;
+    private final RecordDescriptor outputRecordDesc;
+    private final boolean finalStage;
+    private Algorithm alg = Algorithm.MERGE_SORT;
+
+    /**
+     * @param spec
+     *            , the Hyracks job specification
+     * @param framesLimit
+     *            , the frame limit for this operator
+     * @param sortFields
+     *            , the fields to sort
+     * @param groupFields
+     *            , the fields to group, which can be a prefix subset of sortFields
+     * @param firstKeyNormalizerFactory
+     *            , the normalized key computer factory of the first key
+     * @param comparatorFactories
+     *            , the comparator factories of sort keys
+     * @param partialAggregatorFactory
+     *            , for aggregating the input of this operator
+     * @param mergeAggregatorFactory
+     *            , for aggregating the intermediate data of this operator
+     * @param partialAggRecordDesc
+     *            , the record descriptor of intermediate data
+     * @param outRecordDesc
+     *            , the record descriptor of output data
+     * @param finalStage
+     *            , whether the operator is used for final stage aggregation
+     */
+    public SortGroupByOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            int[] groupFields, INormalizedKeyComputerFactory firstKeyNormalizerFactory,
+            IBinaryComparatorFactory[] comparatorFactories, IAggregatorDescriptorFactory partialAggregatorFactory,
+            IAggregatorDescriptorFactory mergeAggregatorFactory, RecordDescriptor partialAggRecordDesc,
+            RecordDescriptor outRecordDesc, boolean finalStage) {
+
+        super(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, outRecordDesc);
+        if (framesLimit <= 1) {
+            throw new IllegalStateException();// minimum of 2 fames (1 in,1 out)
+        }
+
+        this.groupFields = groupFields;
+        this.mergeAggregatorFactory = mergeAggregatorFactory;
+        this.partialAggregatorFactory = partialAggregatorFactory;
+        this.partialAggRecordDesc = partialAggRecordDesc;
+        this.outputRecordDesc = outRecordDesc;
+        this.finalStage = finalStage;
+    }
+
+    @Override
+    public AbstractSorterOperatorDescriptor.SortActivity getSortActivity(ActivityId id) {
+        return new AbstractSorterOperatorDescriptor.SortActivity(id) {
+            @Override
+            protected AbstractSortRunGenerator getRunGenerator(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescriptorProvider) throws HyracksDataException {
+                return new ExternalSortGroupByRunGenerator(ctx, sortFields,
+                        recordDescriptorProvider.getInputRecordDescriptor(this.getActivityId(), 0), framesLimit,
+                        groupFields, firstKeyNormalizerFactory, comparatorFactories, partialAggregatorFactory,
+                        partialAggRecordDesc, alg);
+            }
+        };
+    }
+
+    @Override
+    public AbstractSorterOperatorDescriptor.MergeActivity getMergeActivity(ActivityId id) {
+        return new AbstractSorterOperatorDescriptor.MergeActivity(id) {
+
+            @Override
+            protected AbstractExternalSortRunMerger getSortRunMerger(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescProvider, IFrameWriter writer, ISorter sorter,
+                    List<GeneratedRunFileReader> runs, IBinaryComparator[] comparators,
+                    INormalizedKeyComputer nmkComputer, int necessaryFrames) {
+                return new ExternalSortGroupByRunMerger(ctx, sorter, runs, sortFields,
+                        recordDescProvider.getInputRecordDescriptor(new ActivityId(odId, SORT_ACTIVITY_ID), 0),
+                        partialAggRecordDesc, outputRecordDesc, necessaryFrames, writer, groupFields, nmkComputer,
+                        comparators, partialAggregatorFactory, mergeAggregatorFactory, !finalStage);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/intersect/IntersectOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/intersect/IntersectOperatorDescriptor.java
new file mode 100644
index 0000000..98807eb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/intersect/IntersectOperatorDescriptor.java
@@ -0,0 +1,363 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.intersect;
+
+import java.nio.ByteBuffer;
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputOperatorNodePushable;
+
+/**
+ * This intersection operator is to get the common elements from multiple way inputs.
+ * It will only produce the projected fields which are used for comparison.
+ */
+public class IntersectOperatorDescriptor extends AbstractOperatorDescriptor {
+
+    private final int[][] projectFields;
+    private final INormalizedKeyComputerFactory firstKeyNormalizerFactory;
+    private final IBinaryComparatorFactory[] comparatorFactory;
+
+    /**
+     * @param spec
+     * @param nInputs                   Number of inputs
+     * @param compareAndProjectFields   The project field list of each input.
+     *                                  All the fields order should be the same with the comparatorFactories
+     * @param firstKeyNormalizerFactory Normalizer for the first comparison key.
+     * @param comparatorFactories       A list of comparators for each field
+     * @param recordDescriptor
+     * @throws HyracksException
+     */
+    public IntersectOperatorDescriptor(IOperatorDescriptorRegistry spec, int nInputs, int[][] compareAndProjectFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) throws HyracksException {
+        super(spec, nInputs, 1);
+        recordDescriptors[0] = recordDescriptor;
+
+        validateParameters(compareAndProjectFields, comparatorFactories);
+
+        this.projectFields = compareAndProjectFields;
+        this.firstKeyNormalizerFactory = firstKeyNormalizerFactory;
+        this.comparatorFactory = comparatorFactories;
+    }
+
+    private void validateParameters(int[][] compareAndProjectFields, IBinaryComparatorFactory[] comparatorFactories)
+            throws HyracksException {
+
+        int firstLength = compareAndProjectFields[0].length;
+        for (int[] fields : compareAndProjectFields) {
+            if (fields.length != firstLength) {
+                throw new HyracksException("The given input comparison fields is not equal");
+            }
+            for (int fid : fields) {
+                if (fid < 0) {
+                    throw new HyracksException("Invalid field index in given comparison fields array");
+                }
+            }
+        }
+
+        if (firstLength != comparatorFactories.length) {
+            throw new HyracksException("The size of given fields is not equal with the number of comparators");
+        }
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        IActivity intersectActivity = new IntersectActivity(new ActivityId(getOperatorId(), 0));
+        builder.addActivity(this, intersectActivity);
+        for (int i = 0; i < getInputArity(); i++) {
+            builder.addSourceEdge(i, intersectActivity, i);
+        }
+        builder.addTargetEdge(0, intersectActivity, 0);
+    }
+
+    private class IntersectActivity extends AbstractActivityNode {
+
+        public IntersectActivity(ActivityId activityId) {
+            super(activityId);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                throws HyracksDataException {
+            RecordDescriptor[] inputRecordDesc = new RecordDescriptor[inputArity];
+            for (int i = 0; i < inputRecordDesc.length; i++) {
+                inputRecordDesc[i] = recordDescProvider.getInputRecordDescriptor(getActivityId(), i);
+            }
+            return new IntersectOperatorNodePushable(ctx, inputArity, inputRecordDesc, projectFields,
+                    firstKeyNormalizerFactory, comparatorFactory);
+        }
+    }
+
+    public static class IntersectOperatorNodePushable extends AbstractUnaryOutputOperatorNodePushable {
+
+        private enum ACTION {FAILED, CLOSE}
+
+        private final int inputArity;
+        private final int[][] projectFields;
+        private final BitSet consumed;
+        private final int[] tupleIndexMarker;
+        private final FrameTupleAccessor[] refAccessor;
+        private final FrameTupleAppender appender;
+
+        private final INormalizedKeyComputer firstKeyNormalizerComputer;
+        private final IBinaryComparator[] comparators;
+
+        private boolean done = false;
+
+        public IntersectOperatorNodePushable(IHyracksTaskContext ctx, int inputArity,
+                RecordDescriptor[] inputRecordDescriptors, int[][] projectFields,
+                INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactory)
+                throws HyracksDataException {
+
+            this.inputArity = inputArity;
+            this.projectFields = projectFields;
+            this.firstKeyNormalizerComputer =
+                    firstKeyNormalizerFactory == null ? null : firstKeyNormalizerFactory.createNormalizedKeyComputer();
+
+            comparators = new IBinaryComparator[projectFields[0].length];
+            for (int i = 0; i < comparators.length; i++) {
+                comparators[i] = comparatorFactory[i].createBinaryComparator();
+            }
+
+            appender = new FrameTupleAppender(new VSizeFrame(ctx));
+
+            refAccessor = new FrameTupleAccessor[inputArity];
+            for (int i = 0; i < inputArity; i++) {
+                refAccessor[i] = new FrameTupleAccessor(inputRecordDescriptors[i]);
+            }
+
+            consumed = new BitSet(inputArity);
+            consumed.set(0, inputArity);
+            tupleIndexMarker = new int[inputArity];
+        }
+
+        @Override
+        public int getInputArity() {
+            return inputArity;
+        }
+
+        @Override
+        public IFrameWriter getInputFrameWriter(final int index) {
+            return new IFrameWriter() {
+                @Override
+                public void open() throws HyracksDataException {
+                    if (index == 0) {
+                        writer.open();
+                    }
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    synchronized (IntersectOperatorNodePushable.this) {
+                        if (done) {
+                            return;
+                        }
+                        refAccessor[index].reset(buffer);
+                        tupleIndexMarker[index] = 0;
+                        consumed.clear(index);
+                        if (index != 0) {
+                            if (allInputArrived()) {
+                                IntersectOperatorNodePushable.this.notifyAll();
+                            }
+                            while (!consumed.get(index) && !done) {
+                                waitOrHyracksException();
+                            }
+                        } else { //(index == 0)
+                            while (!consumed.get(0)) {
+                                while (!allInputArrived() && !done) {
+                                    waitOrHyracksException();
+                                }
+                                if (done) {
+                                    break;
+                                }
+                                intersectAllInputs();
+                                IntersectOperatorNodePushable.this.notifyAll();
+                            }
+                        }
+                    }
+                }
+
+                private void waitOrHyracksException() throws HyracksDataException {
+                    try {
+                        IntersectOperatorNodePushable.this.wait();
+                    } catch (InterruptedException e) {
+                        throw new HyracksDataException(e);
+                    }
+                }
+
+                private boolean allInputArrived() {
+                    return consumed.cardinality() == 0;
+                }
+
+                private void intersectAllInputs() throws HyracksDataException {
+                    do {
+                        int maxInput = findMaxInput();
+                        int match = 1;
+                        boolean needToUpdateMax = false;
+                        for (int i = 0; i < inputArity; i++) {
+                            if (i == maxInput) {
+                                continue;
+                            }
+                            while (tupleIndexMarker[i] < refAccessor[i].getTupleCount()) {
+                                int cmp = compare(i, refAccessor[i], tupleIndexMarker[i], maxInput,
+                                        refAccessor[maxInput], tupleIndexMarker[maxInput]);
+                                if (cmp == 0) {
+                                    match++;
+                                    break;
+                                } else if (cmp < 0) {
+                                    tupleIndexMarker[i]++;
+                                } else {
+                                    needToUpdateMax = true;
+                                    break;
+                                }
+                            }
+
+                            if (tupleIndexMarker[i] >= refAccessor[i].getTupleCount()) {
+                                consumed.set(i);
+                            }
+                        }
+                        if (match == inputArity) {
+                            FrameUtils.appendProjectionToWriter(writer, appender, refAccessor[maxInput],
+                                    tupleIndexMarker[maxInput], projectFields[maxInput]);
+                            for (int i = 0; i < inputArity; i++) {
+                                tupleIndexMarker[i]++;
+                                if (tupleIndexMarker[i] >= refAccessor[i].getTupleCount()) {
+                                    consumed.set(i);
+                                }
+                            }
+                        } else if (needToUpdateMax) {
+                            tupleIndexMarker[maxInput]++;
+                            if (tupleIndexMarker[maxInput] >= refAccessor[maxInput].getTupleCount()) {
+                                consumed.set(maxInput);
+                            }
+                        }
+
+                    } while (consumed.nextSetBit(0) < 0);
+                    appender.write(writer, true);
+                }
+
+                private int compare(int input1, FrameTupleAccessor frameTupleAccessor1, int tid1, int input2,
+                        FrameTupleAccessor frameTupleAccessor2, int tid2) throws HyracksDataException {
+                    int firstNorm1 = getFirstNorm(input1, frameTupleAccessor1, tid1);
+                    int firstNorm2 = getFirstNorm(input2, frameTupleAccessor2, tid2);
+
+                    if (firstNorm1 < firstNorm2) {
+                        return -1;
+                    } else if (firstNorm1 > firstNorm2) {
+                        return 1;
+                    }
+
+                    for (int i = 0; i < comparators.length; i++) {
+                        int cmp = comparators[i].compare(frameTupleAccessor1.getBuffer().array(),
+                                frameTupleAccessor1.getAbsoluteFieldStartOffset(tid1, projectFields[input1][i]),
+                                frameTupleAccessor1.getFieldLength(tid1, projectFields[input1][i]),
+                                frameTupleAccessor2.getBuffer().array(),
+                                frameTupleAccessor2.getAbsoluteFieldStartOffset(tid2, projectFields[input2][i]),
+                                frameTupleAccessor2.getFieldLength(tid2, projectFields[input2][i]));
+
+                        if (cmp != 0) {
+                            return cmp;
+                        }
+                    }
+                    return 0;
+                }
+
+                private int getFirstNorm(int inputId1, FrameTupleAccessor frameTupleAccessor1, int tid1) {
+                    return firstKeyNormalizerComputer == null ?
+                            0 :
+                            firstKeyNormalizerComputer.normalize(frameTupleAccessor1.getBuffer().array(),
+                                    frameTupleAccessor1.getAbsoluteFieldStartOffset(tid1, projectFields[inputId1][0]),
+                                    frameTupleAccessor1.getFieldLength(tid1, projectFields[inputId1][0]));
+                }
+
+                private int findMaxInput() throws HyracksDataException {
+                    int max = 0;
+                    for (int i = 1; i < inputArity; i++) {
+                        int cmp = compare(max, refAccessor[max], tupleIndexMarker[max], i, refAccessor[i],
+                                tupleIndexMarker[i]);
+                        if (cmp < 0) {
+                            max = i;
+                        }
+                    }
+                    return max;
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    clearStateWith(ACTION.FAILED);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    clearStateWith(ACTION.CLOSE);
+                }
+
+                private void clearStateWith(ACTION action) throws HyracksDataException {
+                    synchronized (IntersectOperatorNodePushable.this) {
+                        if (index == 0) {
+                            doAction(action);
+                        }
+                        if (done) {
+                            return;
+                        }
+                        consumed.set(index);
+                        refAccessor[index] = null;
+                        done = true;
+                        IntersectOperatorNodePushable.this.notifyAll();
+                    }
+                }
+
+                private void doAction(ACTION action) throws HyracksDataException {
+                    switch (action) {
+                        case CLOSE:
+                            writer.close();
+                            break;
+                        case FAILED:
+                            writer.fail();
+                            break;
+                    }
+                }
+
+            };
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorDescriptor.java
new file mode 100644
index 0000000..4e4256e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorDescriptor.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+
+public class GraceHashJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final int RPARTITION_ACTIVITY_ID = 0;
+    private static final int SPARTITION_ACTIVITY_ID = 1;
+    private static final int JOIN_ACTIVITY_ID = 2;
+
+    private static final long serialVersionUID = 1L;
+    private final int[] keys0;
+    private final int[] keys1;
+    private final int inputsize0;
+    private final int recordsPerFrame;
+    private final int memsize;
+    private final double factor;
+    private final IBinaryHashFunctionFactory[] hashFunctionFactories;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+    private final boolean isLeftOuter;
+    private final INullWriterFactory[] nullWriterFactories1;
+
+    public GraceHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int memsize, int inputsize0,
+            int recordsPerFrame, double factor, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, IPredicateEvaluatorFactory predEvalFactory) {
+        super(spec, 2, 1);
+        this.memsize = memsize;
+        this.inputsize0 = inputsize0;
+        this.recordsPerFrame = recordsPerFrame;
+        this.factor = factor;
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.predEvaluatorFactory = predEvalFactory;
+        this.isLeftOuter = false;
+        this.nullWriterFactories1 = null;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    public GraceHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int memsize, int inputsize0,
+            int recordsPerFrame, double factor, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, boolean isLeftOuter, INullWriterFactory[] nullWriterFactories1, IPredicateEvaluatorFactory predEvalFactory) {
+        super(spec, 2, 1);
+        this.memsize = memsize;
+        this.inputsize0 = inputsize0;
+        this.recordsPerFrame = recordsPerFrame;
+        this.factor = factor;
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.predEvaluatorFactory = predEvalFactory;
+        this.isLeftOuter = isLeftOuter;
+        this.nullWriterFactories1 = nullWriterFactories1;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId rpartAid = new ActivityId(odId, RPARTITION_ACTIVITY_ID);
+        HashPartitionActivityNode rpart = new HashPartitionActivityNode(rpartAid, keys0);
+        ActivityId spartAid = new ActivityId(odId, SPARTITION_ACTIVITY_ID);
+        HashPartitionActivityNode spart = new HashPartitionActivityNode(spartAid, keys1);
+        JoinActivityNode join = new JoinActivityNode(new ActivityId(odId, JOIN_ACTIVITY_ID), rpartAid, spartAid);
+
+        builder.addActivity(this, rpart);
+        builder.addSourceEdge(0, rpart, 0);
+
+        builder.addActivity(this, spart);
+        builder.addSourceEdge(1, spart, 0);
+
+        builder.addActivity(this, join);
+        builder.addBlockingEdge(rpart, spart);
+        builder.addBlockingEdge(spart, join);
+
+        builder.addTargetEdge(0, join, 0);
+    }
+
+    public int getMemorySize() {
+        return memsize;
+    }
+
+    private class HashPartitionActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+        private int keys[];
+
+        public HashPartitionActivityNode(ActivityId id, int keys[]) {
+            super(id);
+            this.keys = keys;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+            return new GraceHashJoinPartitionBuildOperatorNodePushable(ctx, new TaskId(getActivityId(), partition),
+                    keys, hashFunctionFactories, comparatorFactories, (int) Math.ceil(Math.sqrt(inputsize0 * factor
+                            / nPartitions)), recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+        }
+    }
+
+    private class JoinActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId rpartAid;
+
+        private final ActivityId spartAid;
+
+        public JoinActivityNode(ActivityId id, ActivityId rpartAid, ActivityId spartAid) {
+            super(id);
+            this.rpartAid = rpartAid;
+            this.spartAid = spartAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions) {
+            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(rpartAid, 0);
+            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(spartAid, 0);
+            int numPartitions = (int) Math.ceil(Math.sqrt(inputsize0 * factor / nPartitions));
+            final IPredicateEvaluator predEvaluator = ( predEvaluatorFactory == null ? null : predEvaluatorFactory.createPredicateEvaluator() );
+
+            return new GraceHashJoinOperatorNodePushable(ctx, new TaskId(new ActivityId(getOperatorId(),
+                    RPARTITION_ACTIVITY_ID), partition), new TaskId(new ActivityId(getOperatorId(),
+                    SPARTITION_ACTIVITY_ID), partition), recordsPerFrame, factor, keys0, keys1, hashFunctionFactories,
+                    comparatorFactories, nullWriterFactories1, rd1, rd0, recordDescriptors[0], numPartitions,
+                    predEvaluator, isLeftOuter);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorNodePushable.java
new file mode 100644
index 0000000..69e9e6a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinOperatorNodePushable.java
@@ -0,0 +1,155 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.RepartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+
+class GraceHashJoinOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
+    private final IHyracksTaskContext ctx;
+    private final Object state0Id;
+    private final Object state1Id;
+    private final int[] keys0;
+    private final int[] keys1;
+    private final IBinaryHashFunctionFactory[] hashFunctionFactories;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final INullWriterFactory[] nullWriterFactories;
+    private final RecordDescriptor rd0;
+    private final RecordDescriptor rd1;
+    private final int recordsPerFrame;
+    private final double factor;
+    private final int numPartitions;
+    private final boolean isLeftOuter;
+    private final IPredicateEvaluator predEvaluator;
+
+    GraceHashJoinOperatorNodePushable(IHyracksTaskContext ctx, Object state0Id, Object state1Id, int recordsPerFrame,
+            double factor, int[] keys0, int[] keys1, IBinaryHashFunctionFactory[] hashFunctionFactories,
+            IBinaryComparatorFactory[] comparatorFactories, INullWriterFactory[] nullWriterFactories,
+            RecordDescriptor rd1, RecordDescriptor rd0, RecordDescriptor outRecordDescriptor, int numPartitions,
+            IPredicateEvaluator predEval, boolean isLeftOuter) {
+        this.ctx = ctx;
+        this.state0Id = state0Id;
+        this.state1Id = state1Id;
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.nullWriterFactories = nullWriterFactories;
+        this.rd0 = rd0;
+        this.rd1 = rd1;
+        this.numPartitions = numPartitions;
+        this.recordsPerFrame = recordsPerFrame;
+        this.factor = factor;
+        this.predEvaluator = predEval;
+        this.isLeftOuter = isLeftOuter;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        GraceHashJoinPartitionState rState = (GraceHashJoinPartitionState) ctx.getStateObject(state0Id);
+        GraceHashJoinPartitionState sState = (GraceHashJoinPartitionState) ctx.getStateObject(state1Id);
+        RunFileWriter[] buildWriters = sState.getRunWriters();
+        RunFileWriter[] probeWriters = rState.getRunWriters();
+
+        IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        ITuplePartitionComputer hpcRep0 = new RepartitionComputerFactory(numPartitions,
+                new FieldHashPartitionComputerFactory(keys0, hashFunctionFactories)).createPartitioner();
+        ITuplePartitionComputer hpcRep1 = new RepartitionComputerFactory(numPartitions,
+                new FieldHashPartitionComputerFactory(keys1, hashFunctionFactories)).createPartitioner();
+
+        final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories.length] : null;
+        if (isLeftOuter) {
+            for (int i = 0; i < nullWriterFactories.length; i++) {
+                nullWriters1[i] = nullWriterFactories[i].createNullWriter();
+            }
+        }
+        try {
+            writer.open();// open for probe
+            IFrame buffer = new VSizeFrame(ctx);
+            // buffer
+            int tableSize = (int) (numPartitions * recordsPerFrame * factor);
+            ISerializableTable table = new SerializableHashTable(tableSize, ctx);
+
+            for (int partitionid = 0; partitionid < numPartitions; partitionid++) {
+                RunFileWriter buildWriter = buildWriters[partitionid];
+                RunFileWriter probeWriter = probeWriters[partitionid];
+                if ((buildWriter == null && !isLeftOuter) || probeWriter == null) {
+                    continue;
+                }
+                table.reset();
+                InMemoryHashJoin joiner = new InMemoryHashJoin(ctx, tableSize, new FrameTupleAccessor(rd0), hpcRep0,
+                        new FrameTupleAccessor(rd1), hpcRep1, new FrameTuplePairComparator(keys0, keys1, comparators),
+                        isLeftOuter, nullWriters1, table, predEvaluator);
+
+                // build
+                if (buildWriter != null) {
+                    RunFileReader buildReader = buildWriter.createDeleteOnCloseReader();
+                    buildReader.open();
+                    while (buildReader.nextFrame(buffer)) {
+                        ByteBuffer copyBuffer = ctx.allocateFrame(buffer.getFrameSize());
+                        FrameUtils.copyAndFlip(buffer.getBuffer(), copyBuffer);
+                        joiner.build(copyBuffer);
+                        buffer.reset();
+                    }
+                    buildReader.close();
+                }
+
+                // probe
+                RunFileReader probeReader = probeWriter.createDeleteOnCloseReader();
+                probeReader.open();
+                while (probeReader.nextFrame(buffer)) {
+                    joiner.join(buffer.getBuffer(), writer);
+                    buffer.reset();
+                }
+                probeReader.close();
+                joiner.closeJoin(writer);
+            }
+        } catch (Throwable th) {
+            writer.fail();
+            throw new HyracksDataException(th);
+        } finally {
+            writer.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionBuildOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionBuildOperatorNodePushable.java
new file mode 100644
index 0000000..5a5543b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionBuildOperatorNodePushable.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+class GraceHashJoinPartitionBuildOperatorNodePushable extends
+        AbstractUnaryInputSinkOperatorNodePushable {
+    private final IHyracksTaskContext ctx;
+    private final Object stateId;
+    private final int numPartitions;
+    private final IBinaryComparator[] comparators;
+    private final FrameTupleAccessor accessor0;
+    private final ITuplePartitionComputer hpc;
+    private final FrameTupleAppender appender;
+    private IFrame[] outbufs;
+    private GraceHashJoinPartitionState state;
+
+    GraceHashJoinPartitionBuildOperatorNodePushable(IHyracksTaskContext ctx, Object stateId, int[] keys,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            int numPartitions, RecordDescriptor inRecordDescriptor) {
+        this.ctx = ctx;
+        this.stateId = stateId;
+        this.numPartitions = numPartitions;
+        accessor0 = new FrameTupleAccessor(inRecordDescriptor);
+        appender = new FrameTupleAppender();
+        hpc = new FieldHashPartitionComputerFactory(keys, hashFunctionFactories).createPartitioner();
+        comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        for (int i = 0; i < numPartitions; i++) {
+            ByteBuffer head = outbufs[i].getBuffer();
+            accessor0.reset(head);
+            if (accessor0.getTupleCount() > 0) {
+                write(i, head);
+            }
+            closeWriter(i);
+        }
+
+        ctx.setStateObject(state);
+    }
+
+    private void closeWriter(int i) throws HyracksDataException {
+        RunFileWriter writer = state.getRunWriters()[i];
+        if (writer != null) {
+            writer.close();
+        }
+    }
+
+    private void write(int i, ByteBuffer head) throws HyracksDataException {
+        RunFileWriter writer = state.getRunWriters()[i];
+        if (writer == null) {
+            FileReference file = ctx.getJobletContext().createManagedWorkspaceFile(
+                    GraceHashJoinOperatorDescriptor.class.getSimpleName());
+            writer = new RunFileWriter(file, ctx.getIOManager());
+            writer.open();
+            state.getRunWriters()[i] = writer;
+        }
+        writer.nextFrame(head);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor0.reset(buffer);
+        int tCount = accessor0.getTupleCount();
+        for (int i = 0; i < tCount; ++i) {
+
+            int entry = hpc.partition(accessor0, i, numPartitions);
+            IFrame outbuf = outbufs[entry];
+            appender.reset(outbuf, false);
+            if (!appender.append(accessor0, i)) {
+                // buffer is full, ie. we cannot fit the tuple
+                // into the buffer -- write it to disk
+                write(entry, outbuf.getBuffer());
+                outbuf.reset();
+                appender.reset(outbuf, true);
+                if (!appender.append(accessor0, i)) {
+                    throw new HyracksDataException("Item too big to fit in frame");
+                }
+            }
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        state = new GraceHashJoinPartitionState(ctx.getJobletContext().getJobId(), stateId);
+        outbufs = new IFrame[numPartitions];
+        state.setRunWriters(new RunFileWriter[numPartitions]);
+        for (int i = 0; i < numPartitions; i++) {
+            outbufs[i] = new VSizeFrame(ctx);
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionState.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionState.java
new file mode 100644
index 0000000..a970a6c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/GraceHashJoinPartitionState.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+
+public class GraceHashJoinPartitionState extends AbstractStateObject {
+    private RunFileWriter[] fWriters;
+
+    public GraceHashJoinPartitionState(JobId jobId, Object id) {
+        super(jobId, id);
+    }
+
+    public RunFileWriter[] getRunWriters() {
+        return fWriters;
+    }
+
+    public void setRunWriters(RunFileWriter[] fWriters) {
+        this.fWriters = fWriters;
+    }
+
+    @Override
+    public void toBytes(DataOutput out) throws IOException {
+
+    }
+
+    @Override
+    public void fromBytes(DataInput in) throws IOException {
+
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinOperatorDescriptor.java
new file mode 100644
index 0000000..d0a81ee
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/HybridHashJoinOperatorDescriptor.java
@@ -0,0 +1,559 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.RepartitionComputerFactory;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+
+public class HybridHashJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final int BUILD_AND_PARTITION_ACTIVITY_ID = 0;
+    private static final int PARTITION_AND_JOIN_ACTIVITY_ID = 1;
+
+    private final int memsize;
+    private static final long serialVersionUID = 1L;
+    private final int inputsize0;
+    private final double factor;
+    private final int recordsPerFrame;
+    private final int[] keys0;
+    private final int[] keys1;
+    private final IBinaryHashFunctionFactory[] hashFunctionFactories;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+    private final boolean isLeftOuter;
+    private final INullWriterFactory[] nullWriterFactories1;
+
+    /**
+     * @param spec
+     * @param memsize
+     *            in frames
+     * @param inputsize0
+     *            in frames
+     * @param recordsPerFrame
+     * @param factor
+     * @param keys0
+     * @param keys1
+     * @param hashFunctionFactories
+     * @param comparatorFactories
+     * @param recordDescriptor
+     * @throws HyracksDataException
+     */
+    public HybridHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int memsize, int inputsize0,
+            int recordsPerFrame, double factor, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, IPredicateEvaluatorFactory predEvalFactory, boolean isLeftOuter,
+            INullWriterFactory[] nullWriterFactories1) throws HyracksDataException {
+        super(spec, 2, 1);
+        this.memsize = memsize;
+        this.inputsize0 = inputsize0;
+        this.factor = factor;
+        this.recordsPerFrame = recordsPerFrame;
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.predEvaluatorFactory = predEvalFactory;
+        this.isLeftOuter = isLeftOuter;
+        this.nullWriterFactories1 = nullWriterFactories1;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId p1Aid = new ActivityId(odId, BUILD_AND_PARTITION_ACTIVITY_ID);
+        ActivityId p2Aid = new ActivityId(odId, PARTITION_AND_JOIN_ACTIVITY_ID);
+        BuildAndPartitionActivityNode phase1 = new BuildAndPartitionActivityNode(p1Aid, p2Aid);
+        PartitionAndJoinActivityNode phase2 = new PartitionAndJoinActivityNode(p2Aid, p1Aid);
+
+        builder.addActivity(this, phase1);
+        builder.addSourceEdge(1, phase1, 0);
+
+        builder.addActivity(this, phase2);
+        builder.addSourceEdge(0, phase2, 0);
+
+        builder.addBlockingEdge(phase1, phase2);
+
+        builder.addTargetEdge(0, phase2, 0);
+    }
+
+    public static class BuildAndPartitionTaskState extends AbstractStateObject {
+        private RunFileWriter[] fWriters;
+        private InMemoryHashJoin joiner;
+        private int nPartitions;
+        private int memoryForHashtable;
+
+        public BuildAndPartitionTaskState() {
+        }
+
+        private BuildAndPartitionTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+
+        }
+
+    }
+
+    private class BuildAndPartitionActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId joinAid;
+
+        public BuildAndPartitionActivityNode(ActivityId id, ActivityId joinAid) {
+            super(id);
+            this.joinAid = joinAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                        throws HyracksDataException {
+            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(joinAid, 0);
+            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+            for (int i = 0; i < comparatorFactories.length; ++i) {
+                comparators[i] = comparatorFactories[i].createBinaryComparator();
+            }
+            final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+            if (isLeftOuter) {
+                for (int i = 0; i < nullWriterFactories1.length; i++) {
+                    nullWriters1[i] = nullWriterFactories1[i].createNullWriter();
+                }
+            }
+            final IPredicateEvaluator predEvaluator = (predEvaluatorFactory == null ? null
+                    : predEvaluatorFactory.createPredicateEvaluator());
+
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private BuildAndPartitionTaskState state = new BuildAndPartitionTaskState(
+                        ctx.getJobletContext().getJobId(), new TaskId(getActivityId(), partition));
+                private final FrameTupleAccessor accessorBuild = new FrameTupleAccessor(rd1);
+                private final ITuplePartitionComputer hpcBuild = new FieldHashPartitionComputerFactory(keys1,
+                        hashFunctionFactories).createPartitioner();
+                private final FrameTupleAppender appender = new FrameTupleAppender();
+                private final FrameTupleAppender ftappender = new FrameTupleAppender();
+                private IFrame[] bufferForPartitions;
+                private final IFrame inBuffer = new VSizeFrame(ctx);
+
+                @Override
+                public void close() throws HyracksDataException {
+                    if (state.memoryForHashtable != 0)
+                        build(inBuffer.getBuffer());
+
+                    for (int i = 0; i < state.nPartitions; i++) {
+                        ByteBuffer buf = bufferForPartitions[i].getBuffer();
+                        accessorBuild.reset(buf);
+                        if (accessorBuild.getTupleCount() > 0) {
+                            write(i, buf);
+                        }
+                        closeWriter(i);
+                    }
+
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+
+                    if (state.memoryForHashtable != memsize - 2) {
+                        accessorBuild.reset(buffer);
+                        int tCount = accessorBuild.getTupleCount();
+                        for (int i = 0; i < tCount; ++i) {
+                            int entry;
+                            if (state.memoryForHashtable == 0) {
+                                entry = hpcBuild.partition(accessorBuild, i, state.nPartitions);
+                                boolean newBuffer = false;
+                                IFrame bufBi = bufferForPartitions[entry];
+                                while (true) {
+                                    appender.reset(bufBi, newBuffer);
+                                    if (appender.append(accessorBuild, i)) {
+                                        break;
+                                    } else {
+                                        write(entry, bufBi.getBuffer());
+                                        bufBi.reset();
+                                        newBuffer = true;
+                                    }
+                                }
+                            } else {
+                                entry = hpcBuild.partition(accessorBuild, i, (int) (inputsize0 * factor / nPartitions));
+                                if (entry < state.memoryForHashtable) {
+                                    while (true) {
+                                        if (!ftappender.append(accessorBuild, i)) {
+                                            build(inBuffer.getBuffer());
+
+                                            ftappender.reset(inBuffer, true);
+                                        } else {
+                                            break;
+                                        }
+                                    }
+                                } else {
+                                    entry %= state.nPartitions;
+                                    boolean newBuffer = false;
+                                    IFrame bufBi = bufferForPartitions[entry];
+                                    while (true) {
+                                        appender.reset(bufBi, newBuffer);
+                                        if (appender.append(accessorBuild, i)) {
+                                            break;
+                                        } else {
+                                            write(entry, bufBi.getBuffer());
+                                            bufBi.reset();
+                                            newBuffer = true;
+                                        }
+                                    }
+                                }
+                            }
+
+                        }
+                    } else {
+                        build(buffer);
+                    }
+
+                }
+
+                private void build(ByteBuffer inBuffer) throws HyracksDataException {
+                    ByteBuffer copyBuffer = ctx.allocateFrame(inBuffer.capacity());
+                    FrameUtils.copyAndFlip(inBuffer, copyBuffer);
+                    state.joiner.build(copyBuffer);
+                }
+
+                @Override
+                public void open() throws HyracksDataException {
+                    if (memsize > 1) {
+                        if (memsize > inputsize0) {
+                            state.nPartitions = 0;
+                        } else {
+                            state.nPartitions = (int) (Math
+                                    .ceil((inputsize0 * factor / nPartitions - memsize) / (memsize - 1)));
+                        }
+                        if (state.nPartitions <= 0) {
+                            // becomes in-memory HJ
+                            state.memoryForHashtable = memsize - 2;
+                            state.nPartitions = 0;
+                        } else {
+                            state.memoryForHashtable = memsize - state.nPartitions - 2;
+                            if (state.memoryForHashtable < 0) {
+                                state.memoryForHashtable = 0;
+                                state.nPartitions = (int) Math.ceil(Math.sqrt(inputsize0 * factor / nPartitions));
+                            }
+                        }
+                    } else {
+                        throw new HyracksDataException("not enough memory");
+                    }
+
+                    ITuplePartitionComputer hpc0 = new FieldHashPartitionComputerFactory(keys0, hashFunctionFactories)
+                            .createPartitioner();
+                    ITuplePartitionComputer hpc1 = new FieldHashPartitionComputerFactory(keys1, hashFunctionFactories)
+                            .createPartitioner();
+                    int tableSize = (int) (state.memoryForHashtable * recordsPerFrame * factor);
+                    ISerializableTable table = new SerializableHashTable(tableSize, ctx);
+                    state.joiner = new InMemoryHashJoin(ctx, tableSize, new FrameTupleAccessor(rd0), hpc0,
+                            new FrameTupleAccessor(rd1), hpc1, new FrameTuplePairComparator(keys0, keys1, comparators),
+                            isLeftOuter, nullWriters1, table, predEvaluator);
+                    bufferForPartitions = new IFrame[state.nPartitions];
+                    state.fWriters = new RunFileWriter[state.nPartitions];
+                    for (int i = 0; i < state.nPartitions; i++) {
+                        bufferForPartitions[i] = new VSizeFrame(ctx);
+                    }
+
+                    ftappender.reset(inBuffer, true);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+
+                private void closeWriter(int i) throws HyracksDataException {
+                    RunFileWriter writer = state.fWriters[i];
+                    if (writer != null) {
+                        writer.close();
+                    }
+                }
+
+                private void write(int i, ByteBuffer head) throws HyracksDataException {
+                    RunFileWriter writer = state.fWriters[i];
+                    if (writer == null) {
+                        FileReference file = ctx.getJobletContext()
+                                .createManagedWorkspaceFile(BuildAndPartitionActivityNode.class.getSimpleName());
+                        writer = new RunFileWriter(file, ctx.getIOManager());
+                        writer.open();
+                        state.fWriters[i] = writer;
+                    }
+                    writer.nextFrame(head);
+                }
+            };
+            return op;
+        }
+    }
+
+    private class PartitionAndJoinActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId buildAid;
+
+        public PartitionAndJoinActivityNode(ActivityId id, ActivityId buildAid) {
+            super(id);
+            this.buildAid = buildAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                        throws HyracksDataException {
+            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(buildAid, 0);
+            final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+            for (int i = 0; i < comparatorFactories.length; ++i) {
+                comparators[i] = comparatorFactories[i].createBinaryComparator();
+            }
+            final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+            if (isLeftOuter) {
+                for (int i = 0; i < nullWriterFactories1.length; i++) {
+                    nullWriters1[i] = nullWriterFactories1[i].createNullWriter();
+                }
+            }
+            final IPredicateEvaluator predEvaluator = (predEvaluatorFactory == null ? null
+                    : predEvaluatorFactory.createPredicateEvaluator());
+
+            IOperatorNodePushable op = new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private BuildAndPartitionTaskState state;
+                private final FrameTupleAccessor accessorProbe = new FrameTupleAccessor(rd0);
+                private final ITuplePartitionComputerFactory hpcf0 = new FieldHashPartitionComputerFactory(keys0,
+                        hashFunctionFactories);
+                private final ITuplePartitionComputerFactory hpcf1 = new FieldHashPartitionComputerFactory(keys1,
+                        hashFunctionFactories);
+                private final ITuplePartitionComputer hpcProbe = hpcf0.createPartitioner();
+
+                private final FrameTupleAppender appender = new FrameTupleAppender();
+                private final FrameTupleAppender ftap = new FrameTupleAppender();
+                private final IFrame inBuffer = new VSizeFrame(ctx);
+                private final IFrame outBuffer = new VSizeFrame(ctx);
+                private RunFileWriter[] buildWriters;
+                private RunFileWriter[] probeWriters;
+                private IFrame[] bufferForPartitions;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    writer.open();
+                    state = (BuildAndPartitionTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), BUILD_AND_PARTITION_ACTIVITY_ID), partition));
+                    buildWriters = state.fWriters;
+                    probeWriters = new RunFileWriter[state.nPartitions];
+                    bufferForPartitions = new IFrame[state.nPartitions];
+                    for (int i = 0; i < state.nPartitions; i++) {
+                        bufferForPartitions[i] = new VSizeFrame(ctx);
+                    }
+                    appender.reset(outBuffer, true);
+                    ftap.reset(inBuffer, true);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    if (state.memoryForHashtable != memsize - 2) {
+                        accessorProbe.reset(buffer);
+                        int tupleCount0 = accessorProbe.getTupleCount();
+                        for (int i = 0; i < tupleCount0; ++i) {
+
+                            int entry;
+                            if (state.memoryForHashtable == 0) {
+                                entry = hpcProbe.partition(accessorProbe, i, state.nPartitions);
+                                boolean newBuffer = false;
+                                IFrame outbuf = bufferForPartitions[entry];
+                                while (true) {
+                                    appender.reset(outbuf, newBuffer);
+                                    if (appender.append(accessorProbe, i)) {
+                                        break;
+                                    } else {
+                                        write(entry, outbuf.getBuffer());
+                                        outbuf.reset();
+                                        newBuffer = true;
+                                    }
+                                }
+                            } else {
+                                entry = hpcProbe.partition(accessorProbe, i, (int) (inputsize0 * factor / nPartitions));
+                                if (entry < state.memoryForHashtable) {
+                                    while (true) {
+                                        if (!ftap.append(accessorProbe, i)) {
+                                            state.joiner.join(inBuffer.getBuffer(), writer);
+                                            ftap.reset(inBuffer, true);
+                                        } else
+                                            break;
+                                    }
+
+                                } else {
+                                    entry %= state.nPartitions;
+                                    boolean newBuffer = false;
+                                    IFrame outbuf = bufferForPartitions[entry];
+                                    while (true) {
+                                        appender.reset(outbuf, newBuffer);
+                                        if (appender.append(accessorProbe, i)) {
+                                            break;
+                                        } else {
+                                            write(entry, outbuf.getBuffer());
+                                            outbuf.reset();
+                                            newBuffer = true;
+                                        }
+                                    }
+                                }
+                            }
+                        }
+                    } else {
+                        state.joiner.join(buffer, writer);
+                    }
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    try {
+                        state.joiner.join(inBuffer.getBuffer(), writer);
+                        state.joiner.closeJoin(writer);
+                        ITuplePartitionComputer hpcRep0 = new RepartitionComputerFactory(state.nPartitions, hpcf0)
+                                .createPartitioner();
+                        ITuplePartitionComputer hpcRep1 = new RepartitionComputerFactory(state.nPartitions, hpcf1)
+                                .createPartitioner();
+                        if (state.memoryForHashtable != memsize - 2) {
+                            for (int i = 0; i < state.nPartitions; i++) {
+                                ByteBuffer buf = bufferForPartitions[i].getBuffer();
+                                accessorProbe.reset(buf);
+                                if (accessorProbe.getTupleCount() > 0) {
+                                    write(i, buf);
+                                }
+                                closeWriter(i);
+                            }
+
+                            inBuffer.reset();
+                            int tableSize = -1;
+                            if (state.memoryForHashtable == 0) {
+                                tableSize = (int) (state.nPartitions * recordsPerFrame * factor);
+                            } else {
+                                tableSize = (int) (memsize * recordsPerFrame * factor);
+                            }
+                            ISerializableTable table = new SerializableHashTable(tableSize, ctx);
+                            for (int partitionid = 0; partitionid < state.nPartitions; partitionid++) {
+                                RunFileWriter buildWriter = buildWriters[partitionid];
+                                RunFileWriter probeWriter = probeWriters[partitionid];
+                                if ((buildWriter == null && !isLeftOuter) || probeWriter == null) {
+                                    continue;
+                                }
+                                table.reset();
+                                InMemoryHashJoin joiner = new InMemoryHashJoin(ctx, tableSize,
+                                        new FrameTupleAccessor(rd0), hpcRep0, new FrameTupleAccessor(rd1), hpcRep1,
+                                        new FrameTuplePairComparator(keys0, keys1, comparators), isLeftOuter,
+                                        nullWriters1, table, predEvaluator);
+
+                                if (buildWriter != null) {
+                                    RunFileReader buildReader = buildWriter.createDeleteOnCloseReader();
+                                    buildReader.open();
+                                    while (buildReader.nextFrame(inBuffer)) {
+                                        ByteBuffer copyBuffer = ctx.allocateFrame(inBuffer.getFrameSize());
+                                        FrameUtils.copyAndFlip(inBuffer.getBuffer(), copyBuffer);
+                                        joiner.build(copyBuffer);
+                                        inBuffer.reset();
+                                    }
+                                    buildReader.close();
+                                }
+
+                                // probe
+                                RunFileReader probeReader = probeWriter.createDeleteOnCloseReader();
+                                probeReader.open();
+                                while (probeReader.nextFrame(inBuffer)) {
+                                    joiner.join(inBuffer.getBuffer(), writer);
+                                    inBuffer.reset();
+                                }
+                                probeReader.close();
+                                joiner.closeJoin(writer);
+                            }
+                        }
+                    } finally {
+                        writer.close();
+                    }
+                }
+
+                private void closeWriter(int i) throws HyracksDataException {
+                    RunFileWriter writer = probeWriters[i];
+                    if (writer != null) {
+                        writer.close();
+                    }
+                }
+
+                private void write(int i, ByteBuffer head) throws HyracksDataException {
+                    RunFileWriter writer = probeWriters[i];
+                    if (writer == null) {
+                        FileReference file = ctx
+                                .createManagedWorkspaceFile(PartitionAndJoinActivityNode.class.getSimpleName());
+                        writer = new RunFileWriter(file, ctx.getIOManager());
+                        writer.open();
+                        probeWriters[i] = writer;
+                    }
+                    writer.nextFrame(head);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+            };
+            return op;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java
new file mode 100644
index 0000000..fee7dd8
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoin.java
@@ -0,0 +1,180 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+
+public class InMemoryHashJoin {
+
+    private final IHyracksTaskContext ctx;
+    private final List<ByteBuffer> buffers;
+    private final FrameTupleAccessor accessorBuild;
+    private final ITuplePartitionComputer tpcBuild;
+    private IFrameTupleAccessor accessorProbe;
+    private final ITuplePartitionComputer tpcProbe;
+    private final FrameTupleAppender appender;
+    private final FrameTuplePairComparator tpComparator;
+    private final boolean isLeftOuter;
+    private final ArrayTupleBuilder nullTupleBuild;
+    private final ISerializableTable table;
+    private final int tableSize;
+    private final TuplePointer storedTuplePointer;
+    private final boolean reverseOutputOrder; //Should we reverse the order of tuples, we are writing in output
+    private final IPredicateEvaluator predEvaluator;
+
+    private static final Logger LOGGER = Logger.getLogger(InMemoryHashJoin.class.getName());
+
+    public InMemoryHashJoin(IHyracksTaskContext ctx, int tableSize, FrameTupleAccessor accessorProbe,
+            ITuplePartitionComputer tpcProbe, FrameTupleAccessor accessorBuild, ITuplePartitionComputer tpcBuild,
+            FrameTuplePairComparator comparator, boolean isLeftOuter, INullWriter[] nullWritersBuild,
+            ISerializableTable table, IPredicateEvaluator predEval) throws HyracksDataException {
+        this(ctx, tableSize, accessorProbe, tpcProbe, accessorBuild, tpcBuild, comparator, isLeftOuter,
+                nullWritersBuild, table, predEval,
+                false);
+    }
+
+    public InMemoryHashJoin(IHyracksTaskContext ctx, int tableSize, FrameTupleAccessor accessorProbe,
+            ITuplePartitionComputer tpcProbe, FrameTupleAccessor accessorBuild, ITuplePartitionComputer tpcBuild,
+            FrameTuplePairComparator comparator, boolean isLeftOuter, INullWriter[] nullWritersBuild,
+            ISerializableTable table, IPredicateEvaluator predEval, boolean reverse) throws HyracksDataException {
+        this.ctx = ctx;
+        this.tableSize = tableSize;
+        this.table = table;
+        storedTuplePointer = new TuplePointer();
+        buffers = new ArrayList<ByteBuffer>();
+        this.accessorBuild = accessorBuild;
+        this.tpcBuild = tpcBuild;
+        this.accessorProbe = accessorProbe;
+        this.tpcProbe = tpcProbe;
+        appender = new FrameTupleAppender(new VSizeFrame(ctx));
+        tpComparator = comparator;
+        predEvaluator = predEval;
+        this.isLeftOuter = isLeftOuter;
+        if (isLeftOuter) {
+            int fieldCountOuter = accessorBuild.getFieldCount();
+            nullTupleBuild = new ArrayTupleBuilder(fieldCountOuter);
+            DataOutput out = nullTupleBuild.getDataOutput();
+            for (int i = 0; i < fieldCountOuter; i++) {
+                nullWritersBuild[i].writeNull(out);
+                nullTupleBuild.addFieldEndOffset();
+            }
+        } else {
+            nullTupleBuild = null;
+        }
+        reverseOutputOrder = reverse;
+        LOGGER.fine("InMemoryHashJoin has been created for a table size of " + tableSize + " for Thread ID "
+                + Thread.currentThread().getId() + ".");
+    }
+
+    public void build(ByteBuffer buffer) throws HyracksDataException {
+        buffers.add(buffer);
+        int bIndex = buffers.size() - 1;
+        accessorBuild.reset(buffer);
+        int tCount = accessorBuild.getTupleCount();
+        for (int i = 0; i < tCount; ++i) {
+            int entry = tpcBuild.partition(accessorBuild, i, tableSize);
+            storedTuplePointer.frameIndex = bIndex;
+            storedTuplePointer.tupleIndex = i;
+            table.insert(entry, storedTuplePointer);
+        }
+    }
+
+    void join(IFrameTupleAccessor accessorProbe, int tid, IFrameWriter writer) throws HyracksDataException {
+        this.accessorProbe = accessorProbe;
+        boolean matchFound = false;
+        if (tableSize != 0) {
+            int entry = tpcProbe.partition(accessorProbe, tid, tableSize);
+            int offset = 0;
+            do {
+                table.getTuplePointer(entry, offset++, storedTuplePointer);
+                if (storedTuplePointer.frameIndex < 0)
+                    break;
+                int bIndex = storedTuplePointer.frameIndex;
+                int tIndex = storedTuplePointer.tupleIndex;
+                accessorBuild.reset(buffers.get(bIndex));
+                int c = tpComparator.compare(accessorProbe, tid, accessorBuild, tIndex);
+                if (c == 0) {
+                    boolean predEval = evaluatePredicate(tid, tIndex);
+                    if (predEval) {
+                        matchFound = true;
+                        appendToResult(tid, tIndex, writer);
+                    }
+                }
+            } while (true);
+        }
+        if (!matchFound && isLeftOuter) {
+            FrameUtils.appendConcatToWriter(writer, appender, accessorProbe, tid,
+                    nullTupleBuild.getFieldEndOffsets(), nullTupleBuild.getByteArray(), 0,
+                    nullTupleBuild.getSize());
+        }
+    }
+
+    public void join(ByteBuffer buffer, IFrameWriter writer) throws HyracksDataException {
+        accessorProbe.reset(buffer);
+        int tupleCount0 = accessorProbe.getTupleCount();
+        for (int i = 0; i < tupleCount0; ++i) {
+            join(accessorProbe, i, writer);
+        }
+    }
+
+    public void closeJoin(IFrameWriter writer) throws HyracksDataException {
+        appender.write(writer, true);
+        int nFrames = buffers.size();
+        buffers.clear();
+        ctx.deallocateFrames(nFrames);
+        LOGGER.fine("InMemoryHashJoin has finished using " + nFrames + " frames for Thread ID "
+                + Thread.currentThread().getId() + ".");
+    }
+
+    private boolean evaluatePredicate(int tIx1, int tIx2) {
+        if (reverseOutputOrder) { //Role Reversal Optimization is triggered
+            return ((predEvaluator == null) || predEvaluator.evaluate(accessorBuild, tIx2, accessorProbe, tIx1));
+        } else {
+            return ((predEvaluator == null) || predEvaluator.evaluate(accessorProbe, tIx1, accessorBuild, tIx2));
+        }
+    }
+
+    private void appendToResult(int probeSidetIx, int buildSidetIx, IFrameWriter writer) throws HyracksDataException {
+        if (reverseOutputOrder) {
+            FrameUtils.appendConcatToWriter(writer, appender, accessorBuild, buildSidetIx, accessorProbe, probeSidetIx);
+        } else {
+            FrameUtils.appendConcatToWriter(writer, appender, accessorProbe, probeSidetIx, accessorBuild, buildSidetIx);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java
new file mode 100644
index 0000000..be8d319f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/InMemoryHashJoinOperatorDescriptor.java
@@ -0,0 +1,258 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+
+public class InMemoryHashJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+    private final int[] keys0;
+    private final int[] keys1;
+    private final IBinaryHashFunctionFactory[] hashFunctionFactories;
+    private final IBinaryComparatorFactory[] comparatorFactories;
+    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+    private final boolean isLeftOuter;
+    private final INullWriterFactory[] nullWriterFactories1;
+    private final int tableSize;
+
+    public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, int tableSize, IPredicateEvaluatorFactory predEvalFactory) {
+        super(spec, 2, 1);
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.predEvaluatorFactory = predEvalFactory;
+        recordDescriptors[0] = recordDescriptor;
+        this.isLeftOuter = false;
+        this.nullWriterFactories1 = null;
+        this.tableSize = tableSize;
+    }
+
+    public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            IPredicateEvaluatorFactory predEvalFactory, RecordDescriptor recordDescriptor, boolean isLeftOuter,
+            INullWriterFactory[] nullWriterFactories1, int tableSize) {
+        super(spec, 2, 1);
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.hashFunctionFactories = hashFunctionFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.predEvaluatorFactory = predEvalFactory;
+        recordDescriptors[0] = recordDescriptor;
+        this.isLeftOuter = isLeftOuter;
+        this.nullWriterFactories1 = nullWriterFactories1;
+        this.tableSize = tableSize;
+    }
+
+    public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, int tableSize) {
+        this(spec, keys0, keys1, hashFunctionFactories, comparatorFactories, recordDescriptor, tableSize, null);
+    }
+
+    public InMemoryHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] keys0, int[] keys1,
+            IBinaryHashFunctionFactory[] hashFunctionFactories, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, boolean isLeftOuter, INullWriterFactory[] nullWriterFactories1,
+            int tableSize) {
+        this(spec, keys0, keys1, hashFunctionFactories, comparatorFactories, null, recordDescriptor, isLeftOuter,
+                nullWriterFactories1, tableSize);
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId hbaId = new ActivityId(odId, 0);
+        ActivityId hpaId = new ActivityId(odId, 1);
+        HashBuildActivityNode hba = new HashBuildActivityNode(hbaId, hpaId);
+        HashProbeActivityNode hpa = new HashProbeActivityNode(hpaId);
+
+        builder.addActivity(this, hba);
+        builder.addSourceEdge(1, hba, 0);
+
+        builder.addActivity(this, hpa);
+        builder.addSourceEdge(0, hpa, 0);
+
+        builder.addTargetEdge(0, hpa, 0);
+
+        builder.addBlockingEdge(hba, hpa);
+    }
+
+    public static class HashBuildTaskState extends AbstractStateObject {
+        private InMemoryHashJoin joiner;
+
+        public HashBuildTaskState() {
+        }
+
+        private HashBuildTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+
+        }
+    }
+
+    private class HashBuildActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId hpaId;
+
+        public HashBuildActivityNode(ActivityId id, ActivityId hpaId) {
+            super(id);
+            this.hpaId = hpaId;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(hpaId, 0);
+            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+            for (int i = 0; i < comparatorFactories.length; ++i) {
+                comparators[i] = comparatorFactories[i].createBinaryComparator();
+            }
+            final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+            if (isLeftOuter) {
+                for (int i = 0; i < nullWriterFactories1.length; i++) {
+                    nullWriters1[i] = nullWriterFactories1[i].createNullWriter();
+                }
+            }
+            final IPredicateEvaluator predEvaluator = (predEvaluatorFactory == null ? null
+                    : predEvaluatorFactory.createPredicateEvaluator());
+
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private HashBuildTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    ITuplePartitionComputer hpc0 = new FieldHashPartitionComputerFactory(keys0, hashFunctionFactories)
+                            .createPartitioner();
+                    ITuplePartitionComputer hpc1 = new FieldHashPartitionComputerFactory(keys1, hashFunctionFactories)
+                            .createPartitioner();
+                    state = new HashBuildTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+                    ISerializableTable table = new SerializableHashTable(tableSize, ctx);
+                    state.joiner = new InMemoryHashJoin(ctx, tableSize, new FrameTupleAccessor(rd0), hpc0,
+                            new FrameTupleAccessor(rd1), hpc1, new FrameTuplePairComparator(keys0, keys1, comparators),
+                            isLeftOuter, nullWriters1, table, predEvaluator);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    ByteBuffer copyBuffer = ctx.allocateFrame(buffer.capacity());
+                    FrameUtils.copyAndFlip(buffer, copyBuffer);
+                    state.joiner.build(copyBuffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+            };
+            return op;
+        }
+    }
+
+    private class HashProbeActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public HashProbeActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOperatorNodePushable op = new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private HashBuildTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    writer.open();
+                    state = (HashBuildTaskState) ctx
+                            .getStateObject(new TaskId(new ActivityId(getOperatorId(), 0), partition));
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.joiner.join(buffer, writer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    try {
+                        state.joiner.closeJoin(writer);
+                    } finally {
+                        writer.close();
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+            };
+            return op;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparator.java
new file mode 100644
index 0000000..5306ae5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparator.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+class JoinComparator implements ITuplePairComparator {
+    private final IBinaryComparator bComparator;
+    private final int field0;
+    private final int field1;
+
+    public JoinComparator(IBinaryComparator bComparator, int field0, int field1) {
+        this.bComparator = bComparator;
+        this.field0 = field0;
+        this.field1 = field1;
+    }
+
+    @Override
+    public int compare(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int tStart0 = accessor0.getTupleStartOffset(tIndex0);
+        int fStartOffset0 = accessor0.getFieldSlotsLength() + tStart0;
+
+        int tStart1 = accessor1.getTupleStartOffset(tIndex1);
+        int fStartOffset1 = accessor1.getFieldSlotsLength() + tStart1;
+
+        int fStart0 = accessor0.getFieldStartOffset(tIndex0, field0);
+        int fEnd0 = accessor0.getFieldEndOffset(tIndex0, field0);
+        int fLen0 = fEnd0 - fStart0;
+
+        int fStart1 = accessor1.getFieldStartOffset(tIndex1, field1);
+        int fEnd1 = accessor1.getFieldEndOffset(tIndex1, field1);
+        int fLen1 = fEnd1 - fStart1;
+
+        int c = bComparator.compare(accessor0.getBuffer().array(), fStart0 + fStartOffset0, fLen0, accessor1
+                .getBuffer().array(), fStart1 + fStartOffset1, fLen1);
+        if (c != 0) {
+            return c;
+        }
+        return 0;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparatorFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparatorFactory.java
new file mode 100644
index 0000000..2c7e2db
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/JoinComparatorFactory.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+
+public class JoinComparatorFactory implements ITuplePairComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryComparatorFactory bFactory;
+    private final int pos0;
+    private final int pos1;
+
+    public JoinComparatorFactory(IBinaryComparatorFactory bFactory, int pos0, int pos1) {
+        this.bFactory = bFactory;
+        this.pos0 = pos0;
+        this.pos1 = pos1;
+    }
+
+    @Override
+    public ITuplePairComparator createTuplePairComparator(IHyracksTaskContext ctx) {
+        return new JoinComparator(bFactory.createBinaryComparator(), pos0, pos1);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java
new file mode 100644
index 0000000..2ad89cf
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoin.java
@@ -0,0 +1,203 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataOutput;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.BufferInfo;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.FrameFreeSlotPolicyFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFrameMemoryManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+
+public class NestedLoopJoin {
+    private final FrameTupleAccessor accessorInner;
+    private final FrameTupleAccessor accessorOuter;
+    private final FrameTupleAppender appender;
+    private final ITuplePairComparator tpComparator;
+    private final IFrame outBuffer;
+    private final IFrame innerBuffer;
+    private final VariableFrameMemoryManager outerBufferMngr;
+    private RunFileReader runFileReader;
+    private final RunFileWriter runFileWriter;
+    private final boolean isLeftOuter;
+    private final ArrayTupleBuilder nullTupleBuilder;
+    private final IPredicateEvaluator predEvaluator;
+    private boolean isReversed; //Added for handling correct calling for predicate-evaluator upon recursive calls (in OptimizedHybridHashJoin) that cause role-reversal
+    private BufferInfo tempInfo = new BufferInfo(null, -1, -1);
+
+    public NestedLoopJoin(IHyracksTaskContext ctx, FrameTupleAccessor accessorOuter, FrameTupleAccessor accessorInner,
+            ITuplePairComparator comparatorsOuter2Inner, int memSize, IPredicateEvaluator predEval, boolean isLeftOuter,
+            INullWriter[] nullWriters1) throws HyracksDataException {
+        this.accessorInner = accessorInner;
+        this.accessorOuter = accessorOuter;
+        this.appender = new FrameTupleAppender();
+        this.tpComparator = comparatorsOuter2Inner;
+        this.outBuffer = new VSizeFrame(ctx);
+        this.innerBuffer = new VSizeFrame(ctx);
+        this.appender.reset(outBuffer, true);
+        if (memSize < 3) {
+            throw new HyracksDataException("Not enough memory is available for Nested Loop Join");
+        }
+        this.outerBufferMngr = new VariableFrameMemoryManager(
+                new VariableFramePool(ctx, ctx.getInitialFrameSize() * (memSize - 2)),
+                FrameFreeSlotPolicyFactory.createFreeSlotPolicy(EnumFreeSlotPolicy.LAST_FIT, memSize - 2));
+
+        this.predEvaluator = predEval;
+        this.isReversed = false;
+
+        this.isLeftOuter = isLeftOuter;
+        if (isLeftOuter) {
+            int innerFieldCount = this.accessorInner.getFieldCount();
+            nullTupleBuilder = new ArrayTupleBuilder(innerFieldCount);
+            DataOutput out = nullTupleBuilder.getDataOutput();
+            for (int i = 0; i < innerFieldCount; i++) {
+                nullWriters1[i].writeNull(out);
+                nullTupleBuilder.addFieldEndOffset();
+            }
+        } else {
+            nullTupleBuilder = null;
+        }
+
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(this.getClass().getSimpleName() + this.toString());
+        runFileWriter = new RunFileWriter(file, ctx.getIOManager());
+        runFileWriter.open();
+    }
+
+    public void cache(ByteBuffer buffer) throws HyracksDataException {
+        runFileWriter.nextFrame(buffer);
+    }
+
+    public void join(ByteBuffer outerBuffer, IFrameWriter writer) throws HyracksDataException {
+        if (outerBufferMngr.insertFrame(outerBuffer) < 0) {
+            runFileReader = runFileWriter.createReader();
+            runFileReader.open();
+            while (runFileReader.nextFrame(innerBuffer)) {
+                for (int i = 0; i < outerBufferMngr.getNumFrames(); i++) {
+                    blockJoin(outerBufferMngr.getFrame(i, tempInfo), innerBuffer.getBuffer(), writer);
+                }
+            }
+            runFileReader.close();
+            outerBufferMngr.reset();
+            if (outerBufferMngr.insertFrame(outerBuffer) < 0) {
+                throw new HyracksDataException("The given outer frame of size:" + outerBuffer.capacity()
+                        + " is too big to cache in the buffer. Please choose a larger buffer memory size");
+            }
+        }
+    }
+
+    private void blockJoin(BufferInfo outerBufferInfo, ByteBuffer innerBuffer, IFrameWriter writer)
+            throws HyracksDataException {
+        accessorOuter.reset(outerBufferInfo.getBuffer(), outerBufferInfo.getStartOffset(), outerBufferInfo.getLength());
+        accessorInner.reset(innerBuffer);
+        int tupleCount0 = accessorOuter.getTupleCount();
+        int tupleCount1 = accessorInner.getTupleCount();
+
+        for (int i = 0; i < tupleCount0; ++i) {
+            boolean matchFound = false;
+            for (int j = 0; j < tupleCount1; ++j) {
+                int c = compare(accessorOuter, i, accessorInner, j);
+                boolean prdEval = evaluatePredicate(i, j);
+                if (c == 0 && prdEval) {
+                    matchFound = true;
+                    appendToResults(i, j, writer);
+                }
+            }
+
+            if (!matchFound && isLeftOuter) {
+                final int[] ntFieldEndOffsets = nullTupleBuilder.getFieldEndOffsets();
+                final byte[] ntByteArray = nullTupleBuilder.getByteArray();
+                final int ntSize = nullTupleBuilder.getSize();
+                FrameUtils.appendConcatToWriter(writer, appender, accessorOuter, i, ntFieldEndOffsets, ntByteArray, 0,
+                        ntSize);
+            }
+        }
+    }
+
+    private boolean evaluatePredicate(int tIx1, int tIx2) {
+        if (isReversed) { //Role Reversal Optimization is triggered
+            return ((predEvaluator == null) || predEvaluator.evaluate(accessorInner, tIx2, accessorOuter, tIx1));
+        } else {
+            return ((predEvaluator == null) || predEvaluator.evaluate(accessorOuter, tIx1, accessorInner, tIx2));
+        }
+    }
+
+    private void appendToResults(int outerTupleId, int innerTupleId, IFrameWriter writer) throws HyracksDataException {
+        if (isReversed) {
+            appendResultToFrame(accessorInner, innerTupleId, accessorOuter, outerTupleId, writer);
+        } else {
+            appendResultToFrame(accessorOuter, outerTupleId, accessorInner, innerTupleId, writer);
+        }
+    }
+
+    private void appendResultToFrame(FrameTupleAccessor accessor1, int tupleId1, FrameTupleAccessor accessor2,
+            int tupleId2, IFrameWriter writer) throws HyracksDataException {
+        FrameUtils.appendConcatToWriter(writer, appender, accessor1, tupleId1, accessor2, tupleId2);
+    }
+
+    public void closeCache() throws HyracksDataException {
+        if (runFileWriter != null) {
+            runFileWriter.close();
+        }
+    }
+
+    public void closeJoin(IFrameWriter writer) throws HyracksDataException {
+        runFileReader = runFileWriter.createDeleteOnCloseReader();
+        runFileReader.open();
+        while (runFileReader.nextFrame(innerBuffer)) {
+            for (int i = 0; i < outerBufferMngr.getNumFrames(); i++) {
+                blockJoin(outerBufferMngr.getFrame(i, tempInfo), innerBuffer.getBuffer(), writer);
+            }
+        }
+        runFileReader.close();
+        outerBufferMngr.reset();
+
+        appender.write(writer, true);
+    }
+
+    private int compare(FrameTupleAccessor accessor0, int tIndex0, FrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int c = tpComparator.compare(accessor0, tIndex0, accessor1, tIndex1);
+        if (c != 0) {
+            return c;
+        }
+        return 0;
+    }
+
+    public void setIsReversed(boolean b) {
+        this.isReversed = b;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java
new file mode 100644
index 0000000..dc7d256
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/NestedLoopJoinOperatorDescriptor.java
@@ -0,0 +1,222 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+
+public class NestedLoopJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final int JOIN_CACHE_ACTIVITY_ID = 0;
+    private static final int NL_JOIN_ACTIVITY_ID = 1;
+
+    private static final long serialVersionUID = 1L;
+    private final ITuplePairComparatorFactory comparatorFactory;
+    private final int memSize;
+    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+    private final boolean isLeftOuter;
+    private final INullWriterFactory[] nullWriterFactories1;
+
+    public NestedLoopJoinOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, int memSize,
+            boolean isLeftOuter, INullWriterFactory[] nullWriterFactories1) {
+        this(spec, comparatorFactory, recordDescriptor, memSize, null, isLeftOuter, nullWriterFactories1);
+    }
+
+    public NestedLoopJoinOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            ITuplePairComparatorFactory comparatorFactory, RecordDescriptor recordDescriptor, int memSize,
+            IPredicateEvaluatorFactory predEvalFactory, boolean isLeftOuter,
+            INullWriterFactory[] nullWriterFactories1) {
+        super(spec, 2, 1);
+        this.comparatorFactory = comparatorFactory;
+        this.recordDescriptors[0] = recordDescriptor;
+        this.memSize = memSize;
+        this.predEvaluatorFactory = predEvalFactory;
+        this.isLeftOuter = isLeftOuter;
+        this.nullWriterFactories1 = nullWriterFactories1;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId jcaId = new ActivityId(getOperatorId(), JOIN_CACHE_ACTIVITY_ID);
+        ActivityId nljAid = new ActivityId(getOperatorId(), NL_JOIN_ACTIVITY_ID);
+        JoinCacheActivityNode jc = new JoinCacheActivityNode(jcaId, nljAid);
+        NestedLoopJoinActivityNode nlj = new NestedLoopJoinActivityNode(nljAid);
+
+        builder.addActivity(this, jc);
+        builder.addSourceEdge(1, jc, 0);
+
+        builder.addActivity(this, nlj);
+        builder.addSourceEdge(0, nlj, 0);
+
+        builder.addTargetEdge(0, nlj, 0);
+        builder.addBlockingEdge(jc, nlj);
+    }
+
+    public static class JoinCacheTaskState extends AbstractStateObject {
+        private NestedLoopJoin joiner;
+
+        public JoinCacheTaskState() {
+        }
+
+        private JoinCacheTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+
+        }
+    }
+
+    private class JoinCacheActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId nljAid;
+
+        public JoinCacheActivityNode(ActivityId id, ActivityId nljAid) {
+            super(id);
+            this.nljAid = nljAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            final RecordDescriptor rd0 = recordDescProvider.getInputRecordDescriptor(nljAid, 0);
+            final RecordDescriptor rd1 = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final ITuplePairComparator comparator = comparatorFactory.createTuplePairComparator(ctx);
+            final IPredicateEvaluator predEvaluator = ((predEvaluatorFactory != null)
+                    ? predEvaluatorFactory.createPredicateEvaluator() : null);
+
+            final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+            if (isLeftOuter) {
+                for (int i = 0; i < nullWriterFactories1.length; i++) {
+                    nullWriters1[i] = nullWriterFactories1[i].createNullWriter();
+                }
+            }
+
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private JoinCacheTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new JoinCacheTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+
+                    state.joiner = new NestedLoopJoin(ctx, new FrameTupleAccessor(rd0), new FrameTupleAccessor(rd1),
+                            comparator, memSize, predEvaluator, isLeftOuter, nullWriters1);
+
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    ByteBuffer copyBuffer = ctx.allocateFrame(buffer.capacity());
+                    FrameUtils.copyAndFlip(buffer, copyBuffer);
+                    state.joiner.cache(copyBuffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.joiner.closeCache();
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+            };
+            return op;
+        }
+    }
+
+    private class NestedLoopJoinActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public NestedLoopJoinActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+
+            IOperatorNodePushable op = new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private JoinCacheTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    writer.open();
+                    state = (JoinCacheTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), JOIN_CACHE_ACTIVITY_ID), partition));
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.joiner.join(buffer, writer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    try {
+                        state.joiner.closeJoin(writer);
+                    } finally {
+                        writer.close();
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+            };
+            return op;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java
new file mode 100644
index 0000000..ebcb462
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoin.java
@@ -0,0 +1,465 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.nio.ByteBuffer;
+import java.util.BitSet;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.IPartitionedTupleBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.PreferToSpillFullyOccupiedFramePolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.VPartitionTupleBufferManager;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+
+/**
+ * This class mainly applies one level of HHJ on a pair of
+ * relations. It is always called by the descriptor.
+ */
+public class OptimizedHybridHashJoin {
+
+    // Used for special probe BigObject which can not be held into the Join memory
+    private FrameTupleAppender bigProbeFrameAppender;
+
+    enum SIDE {
+        BUILD,
+        PROBE
+    }
+
+    private IHyracksTaskContext ctx;
+
+    private final String buildRelName;
+    private final String probeRelName;
+
+    private final int[] buildKeys;
+    private final int[] probeKeys;
+
+    private final IBinaryComparator[] comparators;
+
+    private final ITuplePartitionComputer buildHpc;
+    private final ITuplePartitionComputer probeHpc;
+
+    private final RecordDescriptor buildRd;
+    private final RecordDescriptor probeRd;
+
+    private RunFileWriter[] buildRFWriters; //writing spilled build partitions
+    private RunFileWriter[] probeRFWriters; //writing spilled probe partitions
+
+    private final IPredicateEvaluator predEvaluator;
+    private final boolean isLeftOuter;
+    private final INullWriter[] nullWriters;
+
+    private final BitSet spilledStatus; //0=resident, 1=spilled
+    private final int numOfPartitions;
+    private final int memForJoin;
+    private InMemoryHashJoin inMemJoiner; //Used for joining resident partitions
+
+    private IPartitionedTupleBufferManager bufferManager;
+    private PreferToSpillFullyOccupiedFramePolicy spillPolicy;
+
+    private final FrameTupleAccessor accessorBuild;
+    private final FrameTupleAccessor accessorProbe;
+
+    private boolean isReversed; //Added for handling correct calling for predicate-evaluator upon recursive calls that cause role-reversal
+
+    // stats information
+    private int[] buildPSizeInTups;
+    private IFrame reloadBuffer;
+    private TuplePointer tempPtr = new TuplePointer(); // this is a reusable object to store the pointer,which is not used anywhere.
+                                                       // we mainly use it to match the corresponding function signature.
+    private int[] probePSizeInTups;
+
+    public OptimizedHybridHashJoin(IHyracksTaskContext ctx, int memForJoin, int numOfPartitions, String probeRelName,
+            String buildRelName, int[] probeKeys, int[] buildKeys, IBinaryComparator[] comparators,
+            RecordDescriptor probeRd, RecordDescriptor buildRd, ITuplePartitionComputer probeHpc,
+            ITuplePartitionComputer buildHpc, IPredicateEvaluator predEval, boolean isLeftOuter,
+            INullWriterFactory[] nullWriterFactories1) {
+        this.ctx = ctx;
+        this.memForJoin = memForJoin;
+        this.buildRd = buildRd;
+        this.probeRd = probeRd;
+        this.buildHpc = buildHpc;
+        this.probeHpc = probeHpc;
+        this.buildKeys = buildKeys;
+        this.probeKeys = probeKeys;
+        this.comparators = comparators;
+        this.buildRelName = buildRelName;
+        this.probeRelName = probeRelName;
+
+        this.numOfPartitions = numOfPartitions;
+        this.buildRFWriters = new RunFileWriter[numOfPartitions];
+        this.probeRFWriters = new RunFileWriter[numOfPartitions];
+
+        this.accessorBuild = new FrameTupleAccessor(buildRd);
+        this.accessorProbe = new FrameTupleAccessor(probeRd);
+
+        this.predEvaluator = predEval;
+        this.isLeftOuter = isLeftOuter;
+        this.isReversed = false;
+
+        this.spilledStatus = new BitSet(numOfPartitions);
+
+        this.nullWriters = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+        if (isLeftOuter) {
+            for (int i = 0; i < nullWriterFactories1.length; i++) {
+                nullWriters[i] = nullWriterFactories1[i].createNullWriter();
+            }
+        }
+    }
+
+    public void initBuild() throws HyracksDataException {
+        bufferManager = new VPartitionTupleBufferManager(ctx,
+                PreferToSpillFullyOccupiedFramePolicy.createAtMostOneFrameForSpilledPartitionConstrain(spilledStatus),
+                numOfPartitions, memForJoin * ctx.getInitialFrameSize());
+        spillPolicy = new PreferToSpillFullyOccupiedFramePolicy(bufferManager, spilledStatus,
+                ctx.getInitialFrameSize());
+        spilledStatus.clear();
+        buildPSizeInTups = new int[numOfPartitions];
+    }
+
+    public void build(ByteBuffer buffer) throws HyracksDataException {
+        accessorBuild.reset(buffer);
+        int tupleCount = accessorBuild.getTupleCount();
+
+        for (int i = 0; i < tupleCount; ++i) {
+            int pid = buildHpc.partition(accessorBuild, i, numOfPartitions);
+            processTuple(i, pid);
+            buildPSizeInTups[pid]++;
+        }
+
+    }
+
+    private void processTuple(int tid, int pid) throws HyracksDataException {
+        while (!bufferManager.insertTuple(pid, accessorBuild, tid, tempPtr)) {
+            selectAndSpillVictim(pid);
+        }
+    }
+
+    private void selectAndSpillVictim(int pid) throws HyracksDataException {
+        int victimPartition = spillPolicy.selectVictimPartition(pid);
+        if (victimPartition < 0) {
+            throw new HyracksDataException(
+                    "No more space left in the memory buffer, please give join more memory budgets.");
+        }
+        spillPartition(victimPartition);
+    }
+
+    private void spillPartition(int pid) throws HyracksDataException {
+        RunFileWriter writer = getSpillWriterOrCreateNewOneIfNotExist(pid, SIDE.BUILD);
+        bufferManager.flushPartition(pid, writer);
+        bufferManager.clearPartition(pid);
+        spilledStatus.set(pid);
+    }
+
+    private RunFileWriter getSpillWriterOrCreateNewOneIfNotExist(int pid, SIDE whichSide) throws HyracksDataException {
+        RunFileWriter[] runFileWriters = null;
+        String refName = null;
+        switch (whichSide) {
+            case BUILD:
+                runFileWriters = buildRFWriters;
+                refName = buildRelName;
+                break;
+            case PROBE:
+                refName = probeRelName;
+                runFileWriters = probeRFWriters;
+                break;
+        }
+        RunFileWriter writer = runFileWriters[pid];
+        if (writer == null) {
+            FileReference file = ctx.getJobletContext().createManagedWorkspaceFile(refName);
+            writer = new RunFileWriter(file, ctx.getIOManager());
+            writer.open();
+            runFileWriters[pid] = writer;
+        }
+        return writer;
+    }
+
+    public void closeBuild() throws HyracksDataException {
+
+        closeAllSpilledPartitions(SIDE.BUILD);
+
+        bringBackSpilledPartitionIfHasMoreMemory(); //Trying to bring back as many spilled partitions as possible, making them resident
+
+        int inMemTupCount = 0;
+
+        for (int i = spilledStatus.nextClearBit(0); i >= 0
+                && i < numOfPartitions; i = spilledStatus.nextClearBit(i + 1)) {
+            inMemTupCount += buildPSizeInTups[i];
+        }
+
+        createInMemoryJoiner(inMemTupCount);
+        cacheInMemJoin();
+    }
+
+    /**
+     * In case of failure happens, we need to clear up the generated temporary files.
+     */
+    public void clearBuildTempFiles() {
+        for (int i = 0; i < buildRFWriters.length; i++) {
+            if (buildRFWriters[i] != null) {
+                buildRFWriters[i].getFileReference().delete();
+            }
+        }
+    }
+
+    private void closeAllSpilledPartitions(SIDE whichSide) throws HyracksDataException {
+        RunFileWriter[] runFileWriters = null;
+        switch (whichSide) {
+            case BUILD:
+                runFileWriters = buildRFWriters;
+                break;
+            case PROBE:
+                runFileWriters = probeRFWriters;
+                break;
+        }
+
+        for (int pid = spilledStatus.nextSetBit(0); pid >= 0; pid = spilledStatus.nextSetBit(pid + 1)) {
+            if (bufferManager.getNumTuples(pid) > 0) {
+                bufferManager.flushPartition(pid, getSpillWriterOrCreateNewOneIfNotExist(pid, whichSide));
+                bufferManager.clearPartition(pid);
+                runFileWriters[pid].close();
+            }
+        }
+    }
+
+    private void bringBackSpilledPartitionIfHasMoreMemory() throws HyracksDataException {
+        // we need number of |spilledPartitions| buffers to store the probe data
+        int freeSpace = (memForJoin - spilledStatus.cardinality()) * ctx.getInitialFrameSize();
+        for (int p = spilledStatus.nextClearBit(0); p >= 0
+                && p < numOfPartitions; p = spilledStatus.nextClearBit(p + 1)) {
+            freeSpace -= bufferManager.getPhysicalSize(p);
+        }
+
+        int pid = 0;
+        while ((pid = selectPartitionsToReload(freeSpace, pid)) >= 0) {
+            if (!loadPartitionInMem(pid, buildRFWriters[pid])) {
+                return;
+            }
+            freeSpace -= bufferManager.getPhysicalSize(pid);
+        }
+    }
+
+    private boolean loadPartitionInMem(int pid, RunFileWriter wr) throws HyracksDataException {
+        RunFileReader r = wr.createDeleteOnCloseReader();
+        r.open();
+        if (reloadBuffer == null) {
+            reloadBuffer = new VSizeFrame(ctx);
+        }
+        while (r.nextFrame(reloadBuffer)) {
+            accessorBuild.reset(reloadBuffer.getBuffer());
+            for (int tid = 0; tid < accessorBuild.getTupleCount(); tid++) {
+                if (!bufferManager.insertTuple(pid, accessorBuild, tid, tempPtr)) {
+                    // for some reason (e.g. due to fragmentation) if the inserting failed, we need to clear the occupied frames
+                    bufferManager.clearPartition(pid);
+                    r.close();
+                    return false;
+                }
+            }
+        }
+
+        r.close();
+        spilledStatus.set(pid, false);
+        buildRFWriters[pid] = null;
+        return true;
+    }
+
+    private int selectPartitionsToReload(int freeSpace, int pid) {
+        for (int i = spilledStatus.nextSetBit(pid); i >= 0; i = spilledStatus.nextSetBit(i + 1)) {
+            assert buildRFWriters[i].getFileSize() > 0 : "How comes a spilled partition have size 0?";
+            if (freeSpace >= buildRFWriters[i].getFileSize()) {
+                return i;
+            }
+        }
+        return -1;
+    }
+
+    private void createInMemoryJoiner(int inMemTupCount) throws HyracksDataException {
+        ISerializableTable table = new SerializableHashTable(inMemTupCount, ctx);
+        this.inMemJoiner = new InMemoryHashJoin(ctx, inMemTupCount, new FrameTupleAccessor(probeRd), probeHpc,
+                new FrameTupleAccessor(buildRd), buildHpc,
+                new FrameTuplePairComparator(probeKeys, buildKeys, comparators), isLeftOuter, nullWriters, table,
+                predEvaluator, isReversed);
+    }
+
+    private void cacheInMemJoin() throws HyracksDataException {
+
+        for (int pid = 0; pid < numOfPartitions; pid++) {
+            if (!spilledStatus.get(pid)) {
+                bufferManager.flushPartition(pid, new IFrameWriter() {
+                    @Override
+                    public void open() throws HyracksDataException {
+
+                    }
+
+                    @Override
+                    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                        inMemJoiner.build(buffer);
+                    }
+
+                    @Override
+                    public void fail() throws HyracksDataException {
+
+                    }
+
+                    @Override
+                    public void close() throws HyracksDataException {
+
+                    }
+                });
+            }
+        }
+    }
+
+    public void initProbe() throws HyracksDataException {
+
+        probePSizeInTups = new int[numOfPartitions];
+        probeRFWriters = new RunFileWriter[numOfPartitions];
+
+    }
+
+    public void probe(ByteBuffer buffer, IFrameWriter writer) throws HyracksDataException {
+        accessorProbe.reset(buffer);
+        int tupleCount = accessorProbe.getTupleCount();
+
+        if (isBuildRelAllInMemory()) {
+            inMemJoiner.join(buffer, writer);
+            return;
+        }
+        for (int i = 0; i < tupleCount; ++i) {
+            int pid = probeHpc.partition(accessorProbe, i, numOfPartitions);
+
+            if (buildPSizeInTups[pid] > 0 || isLeftOuter) { //Tuple has potential match from previous phase
+                if (spilledStatus.get(pid)) { //pid is Spilled
+                    while (!bufferManager.insertTuple(pid, accessorProbe, i, tempPtr)) {
+                        int victim = pid;
+                        if (bufferManager.getNumTuples(pid) == 0) { // current pid is empty, choose the biggest one
+                            victim = spillPolicy.findSpilledPartitionWithMaxMemoryUsage();
+                        }
+                        if (victim < 0) { // current tuple is too big for all the free space
+                            flushBigProbeObjectToDisk(pid, accessorProbe, i);
+                            break;
+                        }
+                        RunFileWriter runFileWriter = getSpillWriterOrCreateNewOneIfNotExist(victim, SIDE.PROBE);
+                        bufferManager.flushPartition(victim, runFileWriter);
+                        bufferManager.clearPartition(victim);
+                    }
+                } else { //pid is Resident
+                    inMemJoiner.join(accessorProbe, i, writer);
+                }
+                probePSizeInTups[pid]++;
+            }
+        }
+
+    }
+
+    private void flushBigProbeObjectToDisk(int pid, FrameTupleAccessor accessorProbe, int i)
+            throws HyracksDataException {
+        if (bigProbeFrameAppender == null) {
+            bigProbeFrameAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+        }
+        RunFileWriter runFileWriter = getSpillWriterOrCreateNewOneIfNotExist(pid, SIDE.PROBE);
+        if (!bigProbeFrameAppender.append(accessorProbe, i)) {
+            throw new HyracksDataException("The given tuple is too big");
+        }
+        bigProbeFrameAppender.write(runFileWriter, true);
+    }
+
+    private boolean isBuildRelAllInMemory() {
+        return spilledStatus.nextSetBit(0) < 0;
+    }
+
+    public void closeProbe(IFrameWriter writer) throws HyracksDataException {
+        //We do NOT join the spilled partitions here, that decision is made at the descriptor level (which join technique to use)
+        inMemJoiner.closeJoin(writer);
+        closeAllSpilledPartitions(SIDE.PROBE);
+        bufferManager = null;
+    }
+
+    /**
+     * In case of failure happens, we need to clear up the generated temporary files.
+     */
+    public void clearProbeTempFiles() {
+        for (int i = 0; i < probeRFWriters.length; i++) {
+            if (probeRFWriters[i] != null) {
+                probeRFWriters[i].getFileReference().delete();
+            }
+        }
+    }
+
+    public RunFileReader getBuildRFReader(int pid) throws HyracksDataException {
+        return ((buildRFWriters[pid] == null) ? null : (buildRFWriters[pid]).createDeleteOnCloseReader());
+    }
+
+    public int getBuildPartitionSizeInTup(int pid) {
+        return (buildPSizeInTups[pid]);
+    }
+
+    public RunFileReader getProbeRFReader(int pid) throws HyracksDataException {
+        return ((probeRFWriters[pid] == null) ? null : (probeRFWriters[pid]).createDeleteOnCloseReader());
+    }
+
+    public int getProbePartitionSizeInTup(int pid) {
+        return (probePSizeInTups[pid]);
+    }
+
+    public int getMaxBuildPartitionSize() {
+        int max = buildPSizeInTups[0];
+        for (int i = 1; i < buildPSizeInTups.length; i++) {
+            if (buildPSizeInTups[i] > max) {
+                max = buildPSizeInTups[i];
+            }
+        }
+        return max;
+    }
+
+    public int getMaxProbePartitionSize() {
+        int max = probePSizeInTups[0];
+        for (int i = 1; i < probePSizeInTups.length; i++) {
+            if (probePSizeInTups[i] > max) {
+                max = probePSizeInTups[i];
+            }
+        }
+        return max;
+    }
+
+    public BitSet getPartitionStatus() {
+        return spilledStatus;
+    }
+
+    public void setIsReversed(boolean b) {
+        this.isReversed = b;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
new file mode 100644
index 0000000..22ad91f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/join/OptimizedHybridHashJoinOperatorDescriptor.java
@@ -0,0 +1,730 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.join;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.BitSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluator;
+import org.apache.hyracks.api.dataflow.value.IPredicateEvaluatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITuplePartitionComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFamily;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.structures.ISerializableTable;
+import org.apache.hyracks.dataflow.std.structures.SerializableHashTable;
+import org.apache.hyracks.dataflow.std.util.FrameTuplePairComparator;
+
+/**
+ * @author pouria
+ *         This class guides the joining process, and switches between different
+ *         joining techniques, w.r.t the implemented optimizations and skew in size of the
+ *         partitions.
+ *         - Operator overview:
+ *         Assume we are trying to do (R Join S), with M buffers available, while we have an estimate on the size
+ *         of R (in terms of buffers). HHJ (Hybrid Hash Join) has two main phases: Build and Probe, where in our implementation Probe phase
+ *         can apply HHJ recursively, based on the value of M and size of R and S. HHJ phases proceed as follow:
+ *         BUILD:
+ *         Calculate number of partitions (Based on the size of R, fudge factor and M) [See Shapiro's paper for the detailed discussion].
+ *         Initialize the build phase (one frame per partition, all partitions considered resident at first)
+ *         Read tuples of R, frame by frame, and hash each tuple (based on a given hash function) to find
+ *         its target partition and try to append it to that partition:
+ *         If target partition's buffer is full, try to allocate a new buffer for it.
+ *         if no free buffer is available, find the largest resident partition and spill it. Using its freed
+ *         buffers after spilling, allocate a new buffer for the target partition.
+ *         Being done with R, close the build phase. (During closing we write the very last buffer of each
+ *         spilled partition to the disk, and we do partition tuning, where we try to bring back as many buffers, belonging to
+ *         spilled partitions as possible into memory, based on the free buffers - We will stop at the point where remaining free buffers is not enough
+ *         for reloading an entire partition back into memory)
+ *         Create the hash table for the resident partitions (basically we create an in-memory hash join here)
+ *         PROBE:
+ *         Initialize the probe phase on S (mainly allocate one buffer per spilled partition, and one buffer
+ *         for the whole resident partitions)
+ *         Read tuples of S, frame by frame and hash each tuple T to its target partition P
+ *         if P is a resident partition, pass T to the in-memory hash join and generate the output record,
+ *         if any matching(s) record found
+ *         if P is spilled, write T to the dedicated buffer for P (on the probe side)
+ *         Once scanning of S is done, we try to join partition pairs (Ri, Si) of the spilled partitions:
+ *         if any of Ri or Si is smaller than M, then we simply use an in-memory hash join to join them
+ *         otherwise we apply HHJ recursively:
+ *         if after applying HHJ recursively, we do not gain enough size reduction (max size of the
+ *         resulting partitions were more than 80% of the initial Ri,Si size) then we switch to
+ *         nested loop join for joining.
+ *         (At each step of partition-pair joining, we consider role reversal, which means if size of Si were
+ *         greater than Ri, then we make sure that we switch the roles of build/probe between them)
+ */
+
+public class OptimizedHybridHashJoinOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final int BUILD_AND_PARTITION_ACTIVITY_ID = 0;
+    private static final int PARTITION_AND_JOIN_ACTIVITY_ID = 1;
+
+    private static final long serialVersionUID = 1L;
+    private static final double NLJ_SWITCH_THRESHOLD = 0.8;
+
+    private static final String PROBE_REL = "RelR";
+    private static final String BUILD_REL = "RelS";
+
+    private final int frameLimit;
+    private final int inputsize0;
+    private final double fudgeFactor;
+    private final int[] probeKeys;
+    private final int[] buildKeys;
+    private final IBinaryHashFunctionFamily[] hashFunctionGeneratorFactories;
+    private final IBinaryComparatorFactory[] comparatorFactories; //For in-mem HJ
+    private final ITuplePairComparatorFactory tuplePairComparatorFactoryProbe2Build; //For NLJ in probe
+    private final ITuplePairComparatorFactory tuplePairComparatorFactoryBuild2Probe; //For NLJ in probe
+    private final IPredicateEvaluatorFactory predEvaluatorFactory;
+
+    private final boolean isLeftOuter;
+    private final INullWriterFactory[] nullWriterFactories1;
+
+    //Flags added for test purpose
+    private static boolean skipInMemoryHJ = false;
+    private static boolean forceNLJ = false;
+    private static boolean forceRR = false;
+
+    private static final Logger LOGGER = Logger.getLogger(OptimizedHybridHashJoinOperatorDescriptor.class.getName());
+
+    public OptimizedHybridHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int frameLimit, int inputsize0,
+            double factor, int[] keys0, int[] keys1, IBinaryHashFunctionFamily[] hashFunctionGeneratorFactories,
+            IBinaryComparatorFactory[] comparatorFactories, RecordDescriptor recordDescriptor,
+            ITuplePairComparatorFactory tupPaircomparatorFactory01,
+            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvaluatorFactory,
+            boolean isLeftOuter, INullWriterFactory[] nullWriterFactories1) throws HyracksDataException {
+
+        super(spec, 2, 1);
+        this.frameLimit = frameLimit;
+        this.inputsize0 = inputsize0;
+        this.fudgeFactor = factor;
+        this.probeKeys = keys0;
+        this.buildKeys = keys1;
+        this.hashFunctionGeneratorFactories = hashFunctionGeneratorFactories;
+        this.comparatorFactories = comparatorFactories;
+        this.tuplePairComparatorFactoryProbe2Build = tupPaircomparatorFactory01;
+        this.tuplePairComparatorFactoryBuild2Probe = tupPaircomparatorFactory10;
+        recordDescriptors[0] = recordDescriptor;
+        this.predEvaluatorFactory = predEvaluatorFactory;
+        this.isLeftOuter = isLeftOuter;
+        this.nullWriterFactories1 = nullWriterFactories1;
+    }
+
+    public OptimizedHybridHashJoinOperatorDescriptor(IOperatorDescriptorRegistry spec, int frameLimit, int inputsize0,
+            double factor, int[] keys0, int[] keys1, IBinaryHashFunctionFamily[] hashFunctionGeneratorFactories,
+            IBinaryComparatorFactory[] comparatorFactories, RecordDescriptor recordDescriptor,
+            ITuplePairComparatorFactory tupPaircomparatorFactory01,
+            ITuplePairComparatorFactory tupPaircomparatorFactory10, IPredicateEvaluatorFactory predEvaluatorFactory)
+            throws HyracksDataException {
+        this(spec, frameLimit, inputsize0, factor, keys0, keys1, hashFunctionGeneratorFactories,
+                comparatorFactories, recordDescriptor, tupPaircomparatorFactory01, tupPaircomparatorFactory10,
+                predEvaluatorFactory, false, null);
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ActivityId buildAid = new ActivityId(odId, BUILD_AND_PARTITION_ACTIVITY_ID);
+        ActivityId probeAid = new ActivityId(odId, PARTITION_AND_JOIN_ACTIVITY_ID);
+        PartitionAndBuildActivityNode phase1 = new PartitionAndBuildActivityNode(buildAid, probeAid);
+        ProbeAndJoinActivityNode phase2 = new ProbeAndJoinActivityNode(probeAid, buildAid);
+
+        builder.addActivity(this, phase1);
+        builder.addSourceEdge(1, phase1, 0);
+
+        builder.addActivity(this, phase2);
+        builder.addSourceEdge(0, phase2, 0);
+
+        builder.addBlockingEdge(phase1, phase2);
+
+        builder.addTargetEdge(0, phase2, 0);
+
+    }
+
+    //memorySize is the memory for join (we have already excluded the 2 buffers for in/out)
+    private int getNumberOfPartitions(int memorySize, int buildSize, double factor, int nPartitions)
+            throws HyracksDataException {
+        int numberOfPartitions = 0;
+        if (memorySize <= 1) {
+            throw new HyracksDataException("not enough memory is available for Hybrid Hash Join");
+        }
+        if (memorySize > buildSize) {
+            return 1; //We will switch to in-Mem HJ eventually
+        }
+        numberOfPartitions = (int) (Math.ceil((buildSize * factor / nPartitions - memorySize) / (memorySize - 1)));
+        if (numberOfPartitions <= 0) {
+            numberOfPartitions = 1; //becomes in-memory hash join
+        }
+        if (numberOfPartitions > memorySize) {
+            numberOfPartitions = (int) Math.ceil(Math.sqrt(buildSize * factor / nPartitions));
+            return (numberOfPartitions < memorySize ? numberOfPartitions : memorySize);
+        }
+        return numberOfPartitions;
+    }
+
+    public static class BuildAndPartitionTaskState extends AbstractStateObject {
+
+        private int memForJoin;
+        private int numOfPartitions;
+        private OptimizedHybridHashJoin hybridHJ;
+
+        public BuildAndPartitionTaskState() {
+        }
+
+        private BuildAndPartitionTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+
+        }
+
+    }
+
+    /*
+     * Build phase of Hybrid Hash Join:
+     * Creating an instance of Hybrid Hash Join, using Shapiro's formula
+     * to get the optimal number of partitions, build relation is read and
+     * partitioned, and hybrid hash join instance gets ready for the probing.
+     * (See OptimizedHybridHashJoin for the details on different steps)
+     */
+    private class PartitionAndBuildActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId probeAid;
+
+        public PartitionAndBuildActivityNode(ActivityId id, ActivityId probeAid) {
+            super(id);
+            this.probeAid = probeAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions) {
+
+            final RecordDescriptor buildRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(probeAid, 0);
+
+            final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+            for (int i = 0; i < comparatorFactories.length; i++) {
+                comparators[i] = comparatorFactories[i].createBinaryComparator();
+            }
+
+            final IPredicateEvaluator predEvaluator = (predEvaluatorFactory == null ? null
+                    : predEvaluatorFactory.createPredicateEvaluator());
+
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private BuildAndPartitionTaskState state = new BuildAndPartitionTaskState(
+                        ctx.getJobletContext().getJobId(), new TaskId(getActivityId(), partition));
+
+                ITuplePartitionComputer probeHpc = new FieldHashPartitionComputerFamily(probeKeys,
+                        hashFunctionGeneratorFactories).createPartitioner(0);
+                ITuplePartitionComputer buildHpc = new FieldHashPartitionComputerFamily(buildKeys,
+                        hashFunctionGeneratorFactories).createPartitioner(0);
+                boolean isFailed = false;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    if (frameLimit <= 2) { //Dedicated buffers: One buffer to read and one buffer for output
+                        throw new HyracksDataException("not enough memory for Hybrid Hash Join");
+                    }
+                    state.memForJoin = frameLimit - 2;
+                    state.numOfPartitions = getNumberOfPartitions(state.memForJoin, inputsize0, fudgeFactor,
+                            nPartitions);
+                    state.hybridHJ = new OptimizedHybridHashJoin(ctx, state.memForJoin, state.numOfPartitions,
+                            PROBE_REL, BUILD_REL, probeKeys, buildKeys, comparators, probeRd, buildRd, probeHpc,
+                            buildHpc, predEvaluator, isLeftOuter, nullWriterFactories1);
+
+                    state.hybridHJ.initBuild();
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("OptimizedHybridHashJoin is starting the build phase with " + state.numOfPartitions
+                                + " partitions using " + state.memForJoin + " frames for memory.");
+                    }
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.hybridHJ.build(buffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.hybridHJ.closeBuild();
+                    if (isFailed){
+                        state.hybridHJ.clearBuildTempFiles();
+                    } else {
+                        ctx.setStateObject(state);
+                        if (LOGGER.isLoggable(Level.FINE)) {
+                            LOGGER.fine("OptimizedHybridHashJoin closed its build phase");
+                        }
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    isFailed = true;
+                }
+
+            };
+            return op;
+        }
+    }
+
+    /*
+     * Probe phase of Hybrid Hash Join:
+     * Reading the probe side and partitioning it, resident tuples get
+     * joined with the build side residents (through formerly created HybridHashJoin in the build phase)
+     * and spilled partitions get written to run files. During the close() call, pairs of spilled partition
+     * (build side spilled partition and its corresponding probe side spilled partition) join, by applying
+     * Hybrid Hash Join recursively on them.
+     */
+    private class ProbeAndJoinActivityNode extends AbstractActivityNode {
+
+        private static final long serialVersionUID = 1L;
+
+        private final ActivityId buildAid;
+
+        public ProbeAndJoinActivityNode(ActivityId id, ActivityId buildAid) {
+            super(id);
+            this.buildAid = buildAid;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                        throws HyracksDataException {
+
+            final RecordDescriptor buildRd = recordDescProvider.getInputRecordDescriptor(buildAid, 0);
+            final RecordDescriptor probeRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            final IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+            final ITuplePairComparator nljComparatorProbe2Build = tuplePairComparatorFactoryProbe2Build
+                    .createTuplePairComparator(ctx);
+            final ITuplePairComparator nljComparatorBuild2Probe = tuplePairComparatorFactoryBuild2Probe
+                    .createTuplePairComparator(ctx);
+            final IPredicateEvaluator predEvaluator = (predEvaluatorFactory == null ? null : predEvaluatorFactory
+                    .createPredicateEvaluator());
+
+            for (int i = 0; i < comparatorFactories.length; i++) {
+                comparators[i] = comparatorFactories[i].createBinaryComparator();
+            }
+
+            final INullWriter[] nullWriters1 = isLeftOuter ? new INullWriter[nullWriterFactories1.length] : null;
+            final ArrayTupleBuilder nullTupleBuild = isLeftOuter ?
+                    new ArrayTupleBuilder(buildRd.getFieldCount()) :
+                    null;
+            if (isLeftOuter) {
+                DataOutput out = nullTupleBuild.getDataOutput();
+                for (int i = 0; i < nullWriterFactories1.length; i++) {
+                    nullWriters1[i] = nullWriterFactories1[i].createNullWriter();
+                    nullWriters1[i].writeNull(out);
+                    nullTupleBuild.addFieldEndOffset();
+                }
+            }
+
+            IOperatorNodePushable op = new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private BuildAndPartitionTaskState state;
+                private IFrame rPartbuff = new VSizeFrame(ctx);
+
+                private FrameTupleAppender nullResultAppender = null;
+                private FrameTupleAccessor probeTupleAccessor;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = (BuildAndPartitionTaskState) ctx.getStateObject(new TaskId(new ActivityId(getOperatorId(),
+                            BUILD_AND_PARTITION_ACTIVITY_ID), partition));
+
+                    writer.open();
+                    state.hybridHJ.initProbe();
+
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("OptimizedHybridHashJoin is starting the probe phase.");
+                    }
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.hybridHJ.probe(buffer, writer);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    try {
+                        state.hybridHJ.closeProbe(writer);
+
+                        BitSet partitionStatus = state.hybridHJ.getPartitionStatus();
+
+                        rPartbuff.reset();
+                        for (int pid = partitionStatus.nextSetBit(0); pid >= 0; pid = partitionStatus.nextSetBit(pid + 1)) {
+
+                            RunFileReader bReader = state.hybridHJ.getBuildRFReader(pid);
+                            RunFileReader pReader = state.hybridHJ.getProbeRFReader(pid);
+
+                            if (bReader == null || pReader == null) {
+                                if (isLeftOuter && pReader != null) {
+                                    appendNullToProbeTuples(pReader);
+                                }
+                                continue;
+                            }
+                            int bSize = state.hybridHJ.getBuildPartitionSizeInTup(pid);
+                            int pSize = state.hybridHJ.getProbePartitionSizeInTup(pid);
+                            joinPartitionPair(bReader, pReader, bSize, pSize, 1);
+                        }
+                    } finally {
+                        writer.close();
+                    }
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("OptimizedHybridHashJoin closed its probe phase");
+                    }
+                }
+
+                //The buildSideReader should be always the original buildSideReader, so should the probeSideReader
+                private void joinPartitionPair(RunFileReader buildSideReader, RunFileReader probeSideReader,
+                        int buildSizeInTuple, int probeSizeInTuple, int level)
+                        throws HyracksDataException {
+                    ITuplePartitionComputer probeHpc = new FieldHashPartitionComputerFamily(probeKeys,
+                            hashFunctionGeneratorFactories).createPartitioner(level);
+                    ITuplePartitionComputer buildHpc = new FieldHashPartitionComputerFamily(buildKeys,
+                            hashFunctionGeneratorFactories).createPartitioner(level);
+
+                    long buildPartSize = buildSideReader.getFileSize() / ctx.getInitialFrameSize();
+                    long probePartSize = probeSideReader.getFileSize() / ctx.getInitialFrameSize();
+                    int beforeMax = Math.max(buildSizeInTuple, probeSizeInTuple);
+
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine(
+                                "\n>>>Joining Partition Pairs (thread_id " + Thread.currentThread().getId() + ") (pid "
+                                        + ") - (level " + level + ")"
+                                        + " - BuildSize:\t" + buildPartSize + "\tProbeSize:\t" + probePartSize
+                                        + " - MemForJoin "
+                                        + (state.memForJoin)
+                                        + "  - LeftOuter is " + isLeftOuter);
+                    }
+
+                    //Apply in-Mem HJ if possible
+                    if (!skipInMemoryHJ && ((buildPartSize < state.memForJoin)
+                            || (probePartSize < state.memForJoin && !isLeftOuter))) {
+                        int tabSize = -1;
+                        if (!forceRR && (isLeftOuter || (buildPartSize
+                                < probePartSize))) { //Case 1.1 - InMemHJ (wout Role-Reversal)
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine("\t>>>Case 1.1 (IsLeftOuter || buildSize<probe) AND ApplyInMemHJ - [Level "
+                                        + level + "]");
+                            }
+                            tabSize = buildSizeInTuple;
+                            if (tabSize == 0) {
+                                throw new HyracksDataException(
+                                        "Trying to join an empty partition. Invalid table size for inMemoryHashJoin.");
+                            }
+                            //Build Side is smaller
+                            applyInMemHashJoin(buildKeys, probeKeys, tabSize, buildRd, probeRd, buildHpc,
+                                    probeHpc, buildSideReader, probeSideReader); // checked-confirmed
+                        } else { //Case 1.2 - InMemHJ with Role Reversal
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine(
+                                        "\t>>>Case 1.2. (NoIsLeftOuter || probe<build) AND ApplyInMemHJ WITH RoleReversal - [Level "
+                                                + level + "]");
+                            }
+                            tabSize = probeSizeInTuple;
+                            if (tabSize == 0) {
+                                throw new HyracksDataException(
+                                        "Trying to join an empty partition. Invalid table size for inMemoryHashJoin.");
+                            }
+                            //Probe Side is smaller
+                            applyInMemHashJoin(probeKeys, buildKeys, tabSize, probeRd, buildRd, probeHpc,
+                                    buildHpc, probeSideReader, buildSideReader); // checked-confirmed
+                        }
+                    }
+                    //Apply (Recursive) HHJ
+                    else {
+                        if (LOGGER.isLoggable(Level.FINE)) {
+                            LOGGER.fine("\t>>>Case 2. ApplyRecursiveHHJ - [Level " + level + "]");
+                        }
+                        if (!forceRR && (isLeftOuter
+                                || buildPartSize < probePartSize)) { //Case 2.1 - Recursive HHJ (wout Role-Reversal)
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine("\t\t>>>Case 2.1 - RecursiveHHJ WITH (isLeftOuter || build<probe) - [Level "
+                                        + level + "]");
+                            }
+                            applyHybridHashJoin((int) buildPartSize, PROBE_REL, BUILD_REL, probeKeys, buildKeys,
+                                    probeRd, buildRd, probeHpc, buildHpc, probeSideReader, buildSideReader, level,
+                                    beforeMax);
+
+                        } else { //Case 2.2 - Recursive HHJ (with Role-Reversal)
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine(
+                                        "\t\t>>>Case 2.2. - RecursiveHHJ WITH RoleReversal - [Level " + level + "]");
+                            }
+
+                            applyHybridHashJoin((int) probePartSize, BUILD_REL, PROBE_REL, buildKeys, probeKeys,
+                                    buildRd, probeRd, buildHpc, probeHpc, buildSideReader, probeSideReader, level,
+                                    beforeMax);
+
+                        }
+                    }
+                }
+
+                private void applyHybridHashJoin(int tableSize,
+                        final String PROBE_REL, final String BUILD_REL,
+                        final int[] probeKeys, final int[] buildKeys,
+                        final RecordDescriptor probeRd, final RecordDescriptor buildRd,
+                        final ITuplePartitionComputer probeHpc, final ITuplePartitionComputer buildHpc,
+                        RunFileReader probeSideReader, RunFileReader buildSideReader,
+                        final int level, final long beforeMax)
+                        throws HyracksDataException {
+
+                    boolean isReversed = probeKeys == OptimizedHybridHashJoinOperatorDescriptor.this.buildKeys
+                            && buildKeys == OptimizedHybridHashJoinOperatorDescriptor.this.probeKeys;
+
+                    assert isLeftOuter ? !isReversed : true : "LeftOut Join can not reverse roles";
+
+                    OptimizedHybridHashJoin rHHj;
+                    int n = getNumberOfPartitions(state.memForJoin, tableSize, fudgeFactor,
+                            nPartitions);
+                    rHHj = new OptimizedHybridHashJoin(ctx, state.memForJoin, n, PROBE_REL, BUILD_REL,
+                            probeKeys, buildKeys, comparators, probeRd, buildRd, probeHpc, buildHpc,
+                            predEvaluator, isLeftOuter, nullWriterFactories1); //checked-confirmed
+
+                    rHHj.setIsReversed(isReversed);
+                    buildSideReader.open();
+                    rHHj.initBuild();
+                    rPartbuff.reset();
+                    while (buildSideReader.nextFrame(rPartbuff)) {
+                        rHHj.build(rPartbuff.getBuffer());
+                    }
+                    rHHj.closeBuild();
+                    buildSideReader.close();
+
+                    probeSideReader.open();
+                    rHHj.initProbe();
+                    rPartbuff.reset();
+                    while (probeSideReader.nextFrame(rPartbuff)) {
+                        rHHj.probe(rPartbuff.getBuffer(), writer);
+                    }
+                    rHHj.closeProbe(writer);
+                    probeSideReader.close();
+
+                    int maxAfterBuildSize = rHHj.getMaxBuildPartitionSize();
+                    int maxAfterProbeSize = rHHj.getMaxProbePartitionSize();
+                    int afterMax = Math.max(maxAfterBuildSize, maxAfterProbeSize);
+
+                    BitSet rPStatus = rHHj.getPartitionStatus();
+                    if (!forceNLJ && (afterMax < (NLJ_SWITCH_THRESHOLD
+                            * beforeMax))) { //Case 2.1.1 - Keep applying HHJ
+                        if (LOGGER.isLoggable(Level.FINE)) {
+                            LOGGER.fine(
+                                    "\t\t>>>Case 2.1.1 - KEEP APPLYING RecursiveHHJ WITH (isLeftOuter || build<probe) - [Level "
+                                            + level + "]");
+                        }
+                        for (int rPid = rPStatus.nextSetBit(0); rPid >= 0; rPid = rPStatus.nextSetBit(rPid + 1)) {
+                            RunFileReader rbrfw = rHHj.getBuildRFReader(rPid);
+                            RunFileReader rprfw = rHHj.getProbeRFReader(rPid);
+                            int rbSizeInTuple = rHHj.getBuildPartitionSizeInTup(rPid);
+                            int rpSizeInTuple = rHHj.getProbePartitionSizeInTup(rPid);
+
+                            if (rbrfw == null || rprfw == null) {
+                                if (isLeftOuter && rprfw != null) { // if outer join, we don't reverse
+                                    appendNullToProbeTuples(rprfw);
+                                }
+                                continue;
+                            }
+
+                            if (isReversed) {
+                                joinPartitionPair(rprfw, rbrfw, rpSizeInTuple, rbSizeInTuple, level + 1);
+                            } else {
+                                joinPartitionPair(rbrfw, rprfw, rbSizeInTuple, rpSizeInTuple, level + 1);
+                            }
+                        }
+
+                    } else { //Case 2.1.2 - Switch to NLJ
+                        if (LOGGER.isLoggable(Level.FINE)) {
+                            LOGGER.fine(
+                                    "\t\t>>>Case 2.1.2 - SWITCHED to NLJ RecursiveHHJ WITH (isLeftOuter || build<probe) - [Level "
+                                            + level + "]");
+                        }
+                        for (int rPid = rPStatus.nextSetBit(0); rPid >= 0; rPid = rPStatus.nextSetBit(rPid + 1)) {
+                            RunFileReader rbrfw = rHHj.getBuildRFReader(rPid);
+                            RunFileReader rprfw = rHHj.getProbeRFReader(rPid);
+
+                            if (rbrfw == null || rprfw == null) {
+                                if (isLeftOuter && rprfw != null) { // if outer join, we don't reverse
+                                    appendNullToProbeTuples(rprfw);
+                                }
+                                continue;
+                            }
+
+                            int buildSideInTups = rHHj.getBuildPartitionSizeInTup(rPid);
+                            int probeSideInTups = rHHj.getProbePartitionSizeInTup(rPid);
+                            // NLJ order is outer + inner, the order is reversed from the other joins
+                            if (isLeftOuter || probeSideInTups < buildSideInTups) {
+                                applyNestedLoopJoin(probeRd, buildRd, frameLimit, rprfw, rbrfw); //checked-modified
+                            } else {
+                                applyNestedLoopJoin(buildRd, probeRd, frameLimit, rbrfw, rprfw); //checked-modified
+                            }
+                        }
+                    }
+                }
+
+                private void appendNullToProbeTuples(RunFileReader probReader) throws HyracksDataException {
+                    if (nullResultAppender == null) {
+                        nullResultAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+                    }
+                    if (probeTupleAccessor == null) {
+                        probeTupleAccessor = new FrameTupleAccessor(probeRd);
+                    }
+                    probReader.open();
+                    while (probReader.nextFrame(rPartbuff)) {
+                        probeTupleAccessor.reset(rPartbuff.getBuffer());
+                        for (int tid = 0; tid < probeTupleAccessor.getTupleCount(); tid++) {
+                            FrameUtils.appendConcatToWriter(writer, nullResultAppender, probeTupleAccessor, tid,
+                                    nullTupleBuild.getFieldEndOffsets(), nullTupleBuild.getByteArray(), 0,
+                                    nullTupleBuild.getSize());
+                        }
+                    }
+                    probReader.close();
+                    nullResultAppender.write(writer, true);
+                }
+
+                private void applyInMemHashJoin(int[] bKeys, int[] pKeys, int tabSize, RecordDescriptor buildRDesc,
+                        RecordDescriptor probeRDesc, ITuplePartitionComputer hpcRepBuild,
+                        ITuplePartitionComputer hpcRepProbe, RunFileReader bReader, RunFileReader pReader)
+                        throws HyracksDataException {
+                    boolean isReversed = pKeys == OptimizedHybridHashJoinOperatorDescriptor.this.buildKeys
+                            && bKeys == OptimizedHybridHashJoinOperatorDescriptor.this.probeKeys;
+
+                    assert isLeftOuter ? !isReversed : true : "LeftOut Join can not reverse roles";
+
+                    ISerializableTable table = new SerializableHashTable(tabSize, ctx);
+                    InMemoryHashJoin joiner = new InMemoryHashJoin(ctx, tabSize, new FrameTupleAccessor(probeRDesc),
+                            hpcRepProbe, new FrameTupleAccessor(buildRDesc), hpcRepBuild,
+                            new FrameTuplePairComparator(pKeys, bKeys, comparators), isLeftOuter, nullWriters1, table,
+                            predEvaluator, isReversed);
+
+                    bReader.open();
+                    rPartbuff.reset();
+                    while (bReader.nextFrame(rPartbuff)) {
+                        //We need to allocate a copyBuffer, because this buffer gets added to the buffers list in the InMemoryHashJoin
+                        ByteBuffer copyBuffer = ctx.allocateFrame(rPartbuff.getFrameSize());
+                        FrameUtils.copyAndFlip(rPartbuff.getBuffer(), copyBuffer);
+                        joiner.build(copyBuffer);
+                        rPartbuff.reset();
+                    }
+                    bReader.close();
+                    rPartbuff.reset();
+                    //probe
+                    pReader.open();
+                    while (pReader.nextFrame(rPartbuff)) {
+                        joiner.join(rPartbuff.getBuffer(), writer);
+                        rPartbuff.reset();
+                    }
+                    pReader.close();
+                    joiner.closeJoin(writer);
+                }
+
+                private void applyNestedLoopJoin(RecordDescriptor outerRd, RecordDescriptor innerRd, int memorySize,
+                        RunFileReader outerReader, RunFileReader innerReader)
+                        throws HyracksDataException {
+                    // The nested loop join result is outer + inner. All the other operator is probe + build. Hence the reverse relation is different
+                    boolean isReversed = outerRd == buildRd && innerRd == probeRd;
+                    assert isLeftOuter ? !isReversed : true : "LeftOut Join can not reverse roles";
+                    ITuplePairComparator nljComptorOuterInner = isReversed ?
+                            nljComparatorBuild2Probe :
+                            nljComparatorProbe2Build;
+                    NestedLoopJoin nlj = new NestedLoopJoin(ctx,
+                            new FrameTupleAccessor(outerRd),
+                            new FrameTupleAccessor(innerRd), nljComptorOuterInner, memorySize,
+                            predEvaluator, isLeftOuter, nullWriters1);
+                    nlj.setIsReversed(isReversed);
+
+                    IFrame cacheBuff = new VSizeFrame(ctx);
+                    innerReader.open();
+                    while (innerReader.nextFrame(cacheBuff)) {
+                        nlj.cache(cacheBuff.getBuffer());
+                        cacheBuff.reset();
+                    }
+                    nlj.closeCache();
+
+                    IFrame joinBuff = new VSizeFrame(ctx);
+                    outerReader.open();
+
+                    while (outerReader.nextFrame(joinBuff)) {
+                        nlj.join(joinBuff.getBuffer(), writer);
+                        joinBuff.reset();
+                    }
+
+                    nlj.closeJoin(writer);
+                    outerReader.close();
+                    innerReader.close();
+                }
+            };
+            return op;
+        }
+    }
+
+    public void setSkipInMemHJ(boolean b) {
+        skipInMemoryHJ = b;
+    }
+
+    public void setForceNLJ(boolean b) {
+        forceNLJ = b;
+    }
+
+    public void setForceRR(boolean b) {
+        forceRR = (!isLeftOuter && b);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/DeserializedMapperOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/DeserializedMapperOperatorDescriptor.java
new file mode 100644
index 0000000..771c5e3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/DeserializedMapperOperatorDescriptor.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+
+public class DeserializedMapperOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private class MapperOperator implements IOpenableDataWriterOperator {
+        private IDeserializedMapper mapper;
+        private IOpenableDataWriter<Object[]> writer;
+
+        @Override
+        public void close() throws HyracksDataException {
+            writer.close();
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            writer.fail();
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            mapper = mapperFactory.createMapper();
+            writer.open();
+        }
+
+        @Override
+        public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+            if (index != 0) {
+                throw new IllegalArgumentException();
+            }
+            this.writer = writer;
+        }
+
+        @Override
+        public void writeData(Object[] data) throws HyracksDataException {
+            mapper.map(data, writer);
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private final IDeserializedMapperFactory mapperFactory;
+
+    public DeserializedMapperOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IDeserializedMapperFactory mapperFactory, RecordDescriptor recordDescriptor) {
+        super(spec, 1, 1);
+        this.mapperFactory = mapperFactory;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new DeserializedOperatorNodePushable(ctx, new MapperOperator(),
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapper.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapper.java
new file mode 100644
index 0000000..3b9abf6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapper.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.map;
+
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IDeserializedMapper {
+    public void map(Object[] data, IDataWriter<Object[]> writer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapperFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapperFactory.java
new file mode 100644
index 0000000..3963c92
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/IDeserializedMapperFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.map;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IDeserializedMapperFactory extends Serializable {
+    public IDeserializedMapper createMapper() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/ReflectionBasedDeserializedMapperFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/ReflectionBasedDeserializedMapperFactory.java
new file mode 100644
index 0000000..e7e084c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/ReflectionBasedDeserializedMapperFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ReflectionBasedDeserializedMapperFactory implements IDeserializedMapperFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final Class<? extends IDeserializedMapper> mapperClass;
+
+    public ReflectionBasedDeserializedMapperFactory(Class<? extends IDeserializedMapper> mapperClass) {
+        this.mapperClass = mapperClass;
+    }
+
+    @Override
+    public IDeserializedMapper createMapper() throws HyracksDataException {
+        try {
+            return mapperClass.newInstance();
+        } catch (InstantiationException e) {
+            throw new HyracksDataException(e);
+        } catch (IllegalAccessException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/SamplerDeserializedMapperFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/SamplerDeserializedMapperFactory.java
new file mode 100644
index 0000000..de231ec
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/map/SamplerDeserializedMapperFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.map;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class SamplerDeserializedMapperFactory implements IDeserializedMapperFactory {
+    private static final long serialVersionUID = 1L;
+    private final float sampleRatio;
+
+    public SamplerDeserializedMapperFactory(float sampleRatio) {
+        this.sampleRatio = sampleRatio;
+    }
+
+    @Override
+    public IDeserializedMapper createMapper() throws HyracksDataException {
+        return new IDeserializedMapper() {
+            private Random random = new Random();
+
+            @Override
+            public void map(Object[] data, IDataWriter<Object[]> writer) throws HyracksDataException {
+                if (random.nextFloat() <= sampleRatio) {
+                    writer.writeData(data);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorDescriptor.java
new file mode 100644
index 0000000..205bb3c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorDescriptor.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+
+public class ConstantTupleSourceOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private int[] fieldSlots;
+    private byte[] tupleData;
+    private int tupleSize;
+
+    public ConstantTupleSourceOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc, int[] fieldSlots,
+            byte[] tupleData, int tupleSize) {
+        super(spec, 0, 1);
+        this.tupleData = tupleData;
+        this.fieldSlots = fieldSlots;
+        this.tupleSize = tupleSize;
+        recordDescriptors[0] = recDesc;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new ConstantTupleSourceOperatorNodePushable(ctx, fieldSlots, tupleData, tupleSize);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorNodePushable.java
new file mode 100644
index 0000000..5df134f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/ConstantTupleSourceOperatorNodePushable.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.misc;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public class ConstantTupleSourceOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
+    private IHyracksTaskContext ctx;
+
+    private int[] fieldSlots;
+    private byte[] tupleData;
+    private int tupleSize;
+
+    public ConstantTupleSourceOperatorNodePushable(IHyracksTaskContext ctx, int[] fieldSlots, byte[] tupleData,
+            int tupleSize) {
+        super();
+        this.fieldSlots = fieldSlots;
+        this.tupleData = tupleData;
+        this.tupleSize = tupleSize;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+        if (fieldSlots != null && tupleData != null && tupleSize > 0)
+            appender.append(fieldSlots, tupleData, 0, tupleSize);
+        writer.open();
+        try {
+            appender.write(writer, false);
+        } catch (Throwable th) {
+            writer.fail();
+            throw new HyracksDataException(th);
+        } finally {
+            writer.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/IdentityOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/IdentityOperatorDescriptor.java
new file mode 100644
index 0000000..a07540b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/IdentityOperatorDescriptor.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+
+public class IdentityOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public IdentityOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor rDesc) {
+        super(spec, 1, 1);
+        recordDescriptors[0] = rDesc;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                    throws HyracksDataException {
+        return new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+            @Override
+            public void open() throws HyracksDataException {
+                writer.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                writer.nextFrame(buffer);
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                writer.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                writer.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                writer.flush();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/LimitOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/LimitOperatorDescriptor.java
new file mode 100644
index 0000000..084c9ab
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/LimitOperatorDescriptor.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+
+public class LimitOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+    private final int outputLimit;
+
+    public LimitOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor rDesc, int outputLimit) {
+        super(spec, 1, 1);
+        recordDescriptors[0] = rDesc;
+        this.outputLimit = outputLimit;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                    throws HyracksDataException {
+
+        return new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+            private FrameTupleAccessor fta;
+            private int currentSize;
+            private boolean finished;
+
+            @Override
+            public void open() throws HyracksDataException {
+                fta = new FrameTupleAccessor(recordDescriptors[0]);
+                currentSize = 0;
+                finished = false;
+                writer.open();
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                if (!finished) {
+                    fta.reset(buffer);
+                    int count = fta.getTupleCount();
+                    if ((currentSize + count) > outputLimit) {
+                        FrameTupleAppender partialAppender = new FrameTupleAppender(new VSizeFrame(ctx));
+                        int copyCount = outputLimit - currentSize;
+                        for (int i = 0; i < copyCount; i++) {
+                            FrameUtils.appendToWriter(writer, partialAppender, fta, i);
+                            currentSize++;
+                        }
+                        partialAppender.write(writer, false);
+                        finished = true;
+                    } else {
+                        FrameUtils.flushFrame(buffer, writer);
+                        currentSize += count;
+                    }
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                writer.fail();
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                writer.close();
+            }
+
+            @Override
+            public void flush() throws HyracksDataException {
+                writer.flush();
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializerTaskState.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializerTaskState.java
new file mode 100644
index 0000000..4253114
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializerTaskState.java
@@ -0,0 +1,100 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.io.RunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+
+public class MaterializerTaskState extends AbstractStateObject {
+    private RunFileWriter out;
+    private final AtomicInteger numConsumers = new AtomicInteger(1);
+
+    public MaterializerTaskState(JobId jobId, TaskId taskId) {
+        super(jobId, taskId);
+    }
+
+    public MaterializerTaskState(JobId jobId, TaskId taskId, int numConsumers) {
+        super(jobId, taskId);
+        this.numConsumers.set(numConsumers);
+    }
+
+    @Override
+    public void toBytes(DataOutput out) throws IOException {
+
+    }
+
+    @Override
+    public void fromBytes(DataInput in) throws IOException {
+
+    }
+
+    public void open(IHyracksTaskContext ctx) throws HyracksDataException {
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(MaterializerTaskState.class.getSimpleName());
+        out = new RunFileWriter(file, ctx.getIOManager());
+        out.open();
+    }
+
+    public void close() throws HyracksDataException {
+        out.close();
+    }
+
+    public void appendFrame(ByteBuffer buffer) throws HyracksDataException {
+        out.nextFrame(buffer);
+    }
+
+    public void writeOut(IFrameWriter writer, IFrame frame) throws HyracksDataException {
+        RunFileReader in = out.createReader();
+        try {
+            writer.open();
+            try {
+                in.open();
+                while (in.nextFrame(frame)) {
+                    writer.nextFrame(frame.getBuffer());
+                }
+            } catch (Throwable th) {
+                throw new HyracksDataException(th);
+            } finally {
+                in.close();
+            }
+        } catch (Throwable th) {
+            writer.fail();
+            throw new HyracksDataException(th);
+        } finally {
+            writer.close();
+            if (numConsumers.decrementAndGet() == 0) {
+                out.getFileReference().delete();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializingOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializingOperatorDescriptor.java
new file mode 100644
index 0000000..5922935
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/MaterializingOperatorDescriptor.java
@@ -0,0 +1,183 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public class MaterializingOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final static int MATERIALIZER_ACTIVITY_ID = 0;
+    private final static int READER_ACTIVITY_ID = 1;
+    private final static int MATERIALIZER_READER_ACTIVITY_ID = 2;
+
+    private boolean isSingleActivity;
+
+    public MaterializingOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recordDescriptor) {
+        this(spec, recordDescriptor, false);
+    }
+
+    public MaterializingOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recordDescriptor,
+            boolean isSingleActivity) {
+        super(spec, 1, 1);
+        recordDescriptors[0] = recordDescriptor;
+        this.isSingleActivity = isSingleActivity;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        if (isSingleActivity) {
+            MaterializerReaderActivityNode mra = new MaterializerReaderActivityNode(
+                    new ActivityId(odId, MATERIALIZER_READER_ACTIVITY_ID));
+
+            builder.addActivity(this, mra);
+            builder.addSourceEdge(0, mra, 0);
+            builder.addTargetEdge(0, mra, 0);
+        } else {
+            MaterializerActivityNode ma = new MaterializerActivityNode(new ActivityId(odId, MATERIALIZER_ACTIVITY_ID));
+            ReaderActivityNode ra = new ReaderActivityNode(new ActivityId(odId, READER_ACTIVITY_ID));
+
+            builder.addActivity(this, ma);
+            builder.addSourceEdge(0, ma, 0);
+
+            builder.addActivity(this, ra);
+            builder.addTargetEdge(0, ra, 0);
+
+            builder.addBlockingEdge(ma, ra);
+        }
+
+    }
+
+    private final class MaterializerReaderActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MaterializerReaderActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            return new AbstractUnaryInputUnaryOutputOperatorNodePushable() {
+                private MaterializerTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new MaterializerTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+                    state.open(ctx);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.appendFrame(buffer);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.close();
+                    state.writeOut(writer, new VSizeFrame(ctx));
+                }
+            };
+        }
+    }
+
+    private final class MaterializerActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MaterializerActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            return new AbstractUnaryInputSinkOperatorNodePushable() {
+                private MaterializerTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new MaterializerTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+                    state.open(ctx);
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    state.appendFrame(buffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.close();
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+            };
+        }
+    }
+
+    private final class ReaderActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public ReaderActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            return new AbstractUnaryOutputSourceOperatorNodePushable() {
+                @Override
+                public void initialize() throws HyracksDataException {
+                    MaterializerTaskState state = (MaterializerTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), MATERIALIZER_ACTIVITY_ID), partition));
+                    state.writeOut(writer, new VSizeFrame(ctx));
+                }
+
+                @Override
+                public void deinitialize() throws HyracksDataException {
+                }
+            };
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/NullSinkOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/NullSinkOperatorDescriptor.java
new file mode 100644
index 0000000..48e6b35
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/NullSinkOperatorDescriptor.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class NullSinkOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public NullSinkOperatorDescriptor(IOperatorDescriptorRegistry spec) {
+        super(spec, 1, 0);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            @Override
+            public void open() throws HyracksDataException {
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/PrinterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/PrinterOperatorDescriptor.java
new file mode 100644
index 0000000..7530849
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/PrinterOperatorDescriptor.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.util.StringSerializationUtils;
+
+public class PrinterOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public PrinterOperatorDescriptor(IOperatorDescriptorRegistry spec) {
+        super(spec, 1, 0);
+    }
+
+    private class PrinterOperator implements IOpenableDataWriterOperator {
+        @Override
+        public void open() throws HyracksDataException {
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+        }
+
+        @Override
+        public void writeData(Object[] data) throws HyracksDataException {
+            for (int i = 0; i < data.length; ++i) {
+                System.err.print(StringSerializationUtils.toString(data[i]));
+                System.err.print(", ");
+            }
+            System.err.println();
+        }
+
+        @Override
+        public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+            throw new IllegalArgumentException();
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+            System.err.flush();
+        }
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new DeserializedOperatorNodePushable(ctx, new PrinterOperator(),
+                recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SinkOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SinkOperatorDescriptor.java
new file mode 100644
index 0000000..fe64472
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SinkOperatorDescriptor.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class SinkOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public SinkOperatorDescriptor(IOperatorDescriptorRegistry spec, int nInput) {
+        super(spec, nInput, 0);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            @Override
+            public void open() throws HyracksDataException {
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitOperatorDescriptor.java
new file mode 100644
index 0000000..dc368eb
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitOperatorDescriptor.java
@@ -0,0 +1,227 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public class SplitOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final static int SPLITTER_MATERIALIZER_ACTIVITY_ID = 0;
+    private final static int MATERIALIZE_READER_ACTIVITY_ID = 1;
+
+    private final boolean[] outputMaterializationFlags;
+    private final boolean requiresMaterialization;
+    private final int numberOfNonMaterializedOutputs;
+    private final int numberOfMaterializedOutputs;
+
+    public SplitOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor rDesc, int outputArity) {
+        this(spec, rDesc, outputArity, new boolean[outputArity]);
+    }
+
+    public SplitOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor rDesc, int outputArity,
+            boolean[] outputMaterializationFlags) {
+        super(spec, 1, outputArity);
+        for (int i = 0; i < outputArity; i++) {
+            recordDescriptors[i] = rDesc;
+        }
+        this.outputMaterializationFlags = outputMaterializationFlags;
+
+        boolean reqMaterialization = false;
+        int matOutputs = 0;
+        int nonMatOutputs = 0;
+        for (boolean flag : outputMaterializationFlags) {
+            if (flag) {
+                reqMaterialization = true;
+                matOutputs++;
+            } else {
+                nonMatOutputs++;
+            }
+        }
+
+        this.requiresMaterialization = reqMaterialization;
+        this.numberOfMaterializedOutputs = matOutputs;
+        this.numberOfNonMaterializedOutputs = nonMatOutputs;
+
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        SplitterMaterializerActivityNode sma = new SplitterMaterializerActivityNode(
+                new ActivityId(odId, SPLITTER_MATERIALIZER_ACTIVITY_ID));
+        builder.addActivity(this, sma);
+        builder.addSourceEdge(0, sma, 0);
+        int pipelineOutputIndex = 0;
+        int activityId = MATERIALIZE_READER_ACTIVITY_ID;
+        for (int i = 0; i < outputArity; i++) {
+            if (outputMaterializationFlags[i]) {
+                MaterializeReaderActivityNode mra = new MaterializeReaderActivityNode(
+                        new ActivityId(odId, activityId++));
+                builder.addActivity(this, mra);
+                builder.addBlockingEdge(sma, mra);
+                builder.addTargetEdge(i, mra, 0);
+            } else {
+                builder.addTargetEdge(i, sma, pipelineOutputIndex++);
+            }
+        }
+    }
+
+    private final class SplitterMaterializerActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public SplitterMaterializerActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            return new AbstractUnaryInputOperatorNodePushable() {
+                private MaterializerTaskState state;
+                private final IFrameWriter[] writers = new IFrameWriter[numberOfNonMaterializedOutputs];
+                private final boolean[] isOpen = new boolean[numberOfNonMaterializedOutputs];
+
+                @Override
+                public void open() throws HyracksDataException {
+                    if (requiresMaterialization) {
+                        state = new MaterializerTaskState(ctx.getJobletContext().getJobId(),
+                                new TaskId(getActivityId(), partition), numberOfMaterializedOutputs);
+                        state.open(ctx);
+                    }
+                    for (int i = 0; i < numberOfNonMaterializedOutputs; i++) {
+                        isOpen[i] = true;
+                        writers[i].open();
+                    }
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer bufferAccessor) throws HyracksDataException {
+                    if (requiresMaterialization) {
+                        state.appendFrame(bufferAccessor);
+                    }
+                    for (int i = 0; i < numberOfNonMaterializedOutputs; i++) {
+                        FrameUtils.flushFrame(bufferAccessor, writers[i]);
+                    }
+                }
+
+                @Override
+                public void flush() throws HyracksDataException {
+                    for (int i = 0; i < numberOfNonMaterializedOutputs; i++) {
+                        writers[i].flush();
+                    }
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    HyracksDataException hde = null;
+                    try {
+                        if (requiresMaterialization) {
+                            state.close();
+                            ctx.setStateObject(state);
+                        }
+                    } finally {
+                        for (int i = 0; i < numberOfNonMaterializedOutputs; i++) {
+                            if (isOpen[i]) {
+                                try {
+                                    writers[i].close();
+                                } catch (Throwable th) {
+                                    if (hde == null) {
+                                        hde = new HyracksDataException(th);
+                                    } else {
+                                        hde.addSuppressed(th);
+                                    }
+                                }
+                            }
+                        }
+                    }
+                    if (hde != null) {
+                        throw hde;
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    HyracksDataException hde = null;
+                    for (int i = 0; i < numberOfNonMaterializedOutputs; i++) {
+                        if (isOpen[i]) {
+                            try {
+                                writers[i].fail();
+                            } catch (Throwable th) {
+                                if (hde == null) {
+                                    hde = new HyracksDataException(th);
+                                } else {
+                                    hde.addSuppressed(th);
+                                }
+                            }
+                        }
+                    }
+                    if (hde != null) {
+                        throw hde;
+                    }
+                }
+
+                @Override
+                public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+                    writers[index] = writer;
+                }
+            };
+        }
+    }
+
+    private final class MaterializeReaderActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MaterializeReaderActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                final IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions)
+                        throws HyracksDataException {
+            return new AbstractUnaryOutputSourceOperatorNodePushable() {
+
+                @Override
+                public void initialize() throws HyracksDataException {
+                    MaterializerTaskState state = (MaterializerTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), SPLITTER_MATERIALIZER_ACTIVITY_ID), partition));
+                    state.writeOut(writer, new VSizeFrame(ctx));
+                }
+
+            };
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitVectorOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitVectorOperatorDescriptor.java
new file mode 100644
index 0000000..47a05f7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/misc/SplitVectorOperatorDescriptor.java
@@ -0,0 +1,204 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.misc;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+import org.apache.hyracks.dataflow.std.util.DeserializedOperatorNodePushable;
+
+public class SplitVectorOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final int COLLECT_ACTIVITY_ID = 0;
+    private static final int SPLIT_ACTIVITY_ID = 1;
+
+    public static class CollectTaskState extends AbstractStateObject {
+        private ArrayList<Object[]> buffer;
+
+        public CollectTaskState() {
+        }
+
+        private CollectTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+        }
+    }
+
+    private class CollectActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public CollectActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public ActivityId getActivityId() {
+            return id;
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOpenableDataWriterOperator op = new IOpenableDataWriterOperator() {
+                private CollectTaskState state;
+
+                @Override
+                public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+                    throw new IllegalArgumentException();
+                }
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new CollectTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+                    state.buffer = new ArrayList<Object[]>();
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void writeData(Object[] data) throws HyracksDataException {
+                    state.buffer.add(data);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+
+                }
+
+                @Override
+                public void flush() throws HyracksDataException {
+                    // flush() is a no op since the frame writer's whole job is to write state data to a buffer
+                }
+            };
+            return new DeserializedOperatorNodePushable(ctx, op,
+                    recordDescProvider.getInputRecordDescriptor(getActivityId(), 0));
+        }
+    }
+
+    private class SplitActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public SplitActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOpenableDataWriterOperator op = new IOpenableDataWriterOperator() {
+                private IOpenableDataWriter<Object[]> writer;
+
+                private CollectTaskState state;
+
+                @Override
+                public void setDataWriter(int index, IOpenableDataWriter<Object[]> writer) {
+                    if (index != 0) {
+                        throw new IllegalArgumentException();
+                    }
+                    this.writer = writer;
+                }
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = (CollectTaskState) ctx.getStateObject(
+                            new TaskId(new ActivityId(getOperatorId(), COLLECT_ACTIVITY_ID), partition));
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                }
+
+                @Override
+                public void writeData(Object[] data) throws HyracksDataException {
+                    int n = state.buffer.size();
+                    int step = (int) Math.floor(n / (float) splits);
+                    writer.open();
+                    for (int i = 0; i < splits; ++i) {
+                        writer.writeData(state.buffer.get(step * (i + 1) - 1));
+                    }
+                    writer.close();
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    writer.fail();
+                }
+
+                @Override
+                public void flush() throws HyracksDataException {
+                    writer.flush();
+                }
+            };
+            return new DeserializedOperatorNodePushable(ctx, op,
+                    recordDescProvider.getOutputRecordDescriptor(getActivityId(), 0));
+        }
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    private final int splits;
+
+    public SplitVectorOperatorDescriptor(IOperatorDescriptorRegistry spec, int splits,
+            RecordDescriptor recordDescriptor) {
+        super(spec, 1, 1);
+        this.splits = splits;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        CollectActivity ca = new CollectActivity(new ActivityId(odId, COLLECT_ACTIVITY_ID));
+        SplitActivity sa = new SplitActivity(new ActivityId(odId, SPLIT_ACTIVITY_ID));
+
+        builder.addActivity(this, ca);
+        builder.addSourceEdge(0, ca, 0);
+
+        builder.addActivity(this, sa);
+        builder.addTargetEdge(0, sa, 0);
+
+        builder.addBlockingEdge(ca, sa);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java
new file mode 100644
index 0000000..90b4b6c
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/result/ResultWriterOperatorDescriptor.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.result;
+
+import java.io.IOException;
+import java.io.PrintStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.IResultSerializer;
+import org.apache.hyracks.api.dataflow.value.IResultSerializerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.FrameOutputStream;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+
+public class ResultWriterOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final ResultSetId rsId;
+
+    private final boolean ordered;
+
+    private final boolean asyncMode;
+
+    private final IResultSerializerFactory resultSerializerFactory;
+
+    public ResultWriterOperatorDescriptor(IOperatorDescriptorRegistry spec, ResultSetId rsId, boolean ordered,
+            boolean asyncMode, IResultSerializerFactory resultSerializerFactory) throws IOException {
+        super(spec, 1, 0);
+        this.rsId = rsId;
+        this.ordered = ordered;
+        this.asyncMode = asyncMode;
+        this.resultSerializerFactory = resultSerializerFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+        final IDatasetPartitionManager dpm = ctx.getDatasetPartitionManager();
+
+        final IFrame frame = new VSizeFrame(ctx);
+
+        final FrameOutputStream frameOutputStream = new FrameOutputStream(ctx.getInitialFrameSize());
+        frameOutputStream.reset(frame, true);
+        PrintStream printStream = new PrintStream(frameOutputStream);
+
+        final RecordDescriptor outRecordDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+        final IResultSerializer resultSerializer = resultSerializerFactory.createResultSerializer(outRecordDesc,
+                printStream);
+
+        final FrameTupleAccessor frameTupleAccessor = new FrameTupleAccessor(outRecordDesc);
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+            IFrameWriter datasetPartitionWriter;
+
+            @Override
+            public void open() throws HyracksDataException {
+                try {
+                    datasetPartitionWriter = dpm.createDatasetPartitionWriter(ctx, rsId, ordered, asyncMode, partition,
+                            nPartitions);
+                    datasetPartitionWriter.open();
+                    resultSerializer.init();
+                } catch (HyracksException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                frameTupleAccessor.reset(buffer);
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    resultSerializer.appendTuple(frameTupleAccessor, tIndex);
+                    if (!frameOutputStream.appendTuple()) {
+                        frameOutputStream.flush(datasetPartitionWriter);
+
+                        resultSerializer.appendTuple(frameTupleAccessor, tIndex);
+                        frameOutputStream.appendTuple();
+                    }
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+                datasetPartitionWriter.fail();
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                if (frameOutputStream.getTupleCount() > 0) {
+                    frameOutputStream.flush(datasetPartitionWriter);
+                }
+                datasetPartitionWriter.close();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunGenerator.java
new file mode 100644
index 0000000..7c7bfec
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunGenerator.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.FrameFreeSlotPolicyFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFrameMemoryManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+
+public abstract class AbstractExternalSortRunGenerator extends AbstractSortRunGenerator {
+
+    protected final IHyracksTaskContext ctx;
+    protected final IFrameSorter frameSorter;
+    protected final int maxSortFrames;
+
+    public AbstractExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, int framesLimit) throws HyracksDataException {
+        this(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDesc, alg,
+                EnumFreeSlotPolicy.LAST_FIT, framesLimit);
+    }
+
+    public AbstractExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, EnumFreeSlotPolicy policy, int framesLimit)
+                    throws HyracksDataException {
+        this(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDesc, alg, policy, framesLimit,
+                Integer.MAX_VALUE);
+    }
+
+    public AbstractExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, EnumFreeSlotPolicy policy, int framesLimit, int outputLimit)
+                    throws HyracksDataException {
+        super();
+        this.ctx = ctx;
+        maxSortFrames = framesLimit - 1;
+
+        IFrameFreeSlotPolicy freeSlotPolicy = FrameFreeSlotPolicyFactory.createFreeSlotPolicy(policy, maxSortFrames);
+        IFrameBufferManager bufferManager = new VariableFrameMemoryManager(
+                new VariableFramePool(ctx, maxSortFrames * ctx.getInitialFrameSize()), freeSlotPolicy);
+        if (alg == Algorithm.MERGE_SORT) {
+            frameSorter = new FrameSorterMergeSort(ctx, bufferManager, sortFields, firstKeyNormalizerFactory,
+                    comparatorFactories, recordDesc, outputLimit);
+        } else {
+            frameSorter = new FrameSorterQuickSort(ctx, bufferManager, sortFields, firstKeyNormalizerFactory,
+                    comparatorFactories, recordDesc, outputLimit);
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        if (!frameSorter.insertFrame(buffer)) {
+            flushFramesToRun();
+            if (!frameSorter.insertFrame(buffer)) {
+                throw new HyracksDataException("The given frame is too big to insert into the sorting memory.");
+            }
+        }
+    }
+
+    @Override
+    public ISorter getSorter() {
+        return frameSorter;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunMerger.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunMerger.java
new file mode 100644
index 0000000..6e2c3f0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractExternalSortRunMerger.java
@@ -0,0 +1,247 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.ArrayList;
+import java.util.BitSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.FrameConstants;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.sort.util.GroupVSizeFrame;
+
+public abstract class AbstractExternalSortRunMerger {
+
+    protected final IHyracksTaskContext ctx;
+    protected final IFrameWriter writer;
+
+    private final List<GeneratedRunFileReader> runs;
+    private final BitSet currentGenerationRunAvailable;
+    private final IBinaryComparator[] comparators;
+    private final INormalizedKeyComputer nmkComputer;
+    private final RecordDescriptor recordDesc;
+    private final int framesLimit;
+    private final int MAX_FRAME_SIZE;
+    private final int topK;
+    private List<GroupVSizeFrame> inFrames;
+    private VSizeFrame outputFrame;
+    private ISorter sorter;
+
+    private static final Logger LOGGER = Logger.getLogger(AbstractExternalSortRunMerger.class.getName());
+
+    public AbstractExternalSortRunMerger(IHyracksTaskContext ctx, ISorter sorter, List<GeneratedRunFileReader> runs,
+            IBinaryComparator[] comparators, INormalizedKeyComputer nmkComputer, RecordDescriptor recordDesc,
+            int framesLimit, IFrameWriter writer) {
+        this(ctx, sorter, runs, comparators, nmkComputer, recordDesc, framesLimit, Integer.MAX_VALUE, writer);
+    }
+
+    public AbstractExternalSortRunMerger(IHyracksTaskContext ctx, ISorter sorter, List<GeneratedRunFileReader> runs,
+            IBinaryComparator[] comparators, INormalizedKeyComputer nmkComputer, RecordDescriptor recordDesc,
+            int framesLimit, int topK, IFrameWriter writer) {
+        this.ctx = ctx;
+        this.sorter = sorter;
+        this.runs = new LinkedList<>(runs);
+        this.currentGenerationRunAvailable = new BitSet(runs.size());
+        this.comparators = comparators;
+        this.nmkComputer = nmkComputer;
+        this.recordDesc = recordDesc;
+        this.framesLimit = framesLimit;
+        this.writer = writer;
+        this.MAX_FRAME_SIZE = FrameConstants.MAX_NUM_MINFRAME * ctx.getInitialFrameSize();
+        this.topK = topK;
+    }
+
+    public void process() throws HyracksDataException {
+        IFrameWriter finalWriter = null;
+        try {
+            if (runs.size() <= 0) {
+                finalWriter = prepareSkipMergingFinalResultWriter(writer);
+                finalWriter.open();
+                if (sorter != null) {
+                    if (sorter.hasRemaining()) {
+                        sorter.flush(finalWriter);
+                    }
+                    sorter.close();
+                }
+            } else {
+                /** recycle sort buffer */
+                if (sorter != null) {
+                    sorter.close();
+                }
+
+                finalWriter = prepareFinalMergeResultWriter(writer);
+                finalWriter.open();
+
+                int maxMergeWidth = framesLimit - 1;
+
+                inFrames = new ArrayList<>(maxMergeWidth);
+                outputFrame = new VSizeFrame(ctx);
+                List<GeneratedRunFileReader> partialRuns = new ArrayList<>(maxMergeWidth);
+
+                int stop = runs.size();
+                currentGenerationRunAvailable.set(0, stop);
+
+                while (true) {
+
+                    int unUsed = selectPartialRuns(maxMergeWidth * ctx.getInitialFrameSize(), runs, partialRuns,
+                            currentGenerationRunAvailable, stop);
+                    prepareFrames(unUsed, inFrames, partialRuns);
+
+                    if (!currentGenerationRunAvailable.isEmpty() || stop < runs.size()) {
+                        GeneratedRunFileReader reader;
+                        if (partialRuns.size() == 1) {
+                            if (!currentGenerationRunAvailable.isEmpty()) {
+                                throw new HyracksDataException(
+                                        "The record is too big to put into the merging frame, please"
+                                                + " allocate more sorting memory");
+                            } else {
+                                reader = partialRuns.get(0);
+                            }
+
+                        } else {
+                            RunFileWriter mergeFileWriter = prepareIntermediateMergeRunFile();
+                            IFrameWriter mergeResultWriter = prepareIntermediateMergeResultWriter(mergeFileWriter);
+
+                            mergeResultWriter.open();
+                            merge(mergeResultWriter, partialRuns);
+                            mergeResultWriter.close();
+
+                            reader = mergeFileWriter.createReader();
+                        }
+                        runs.add(reader);
+
+                        if (currentGenerationRunAvailable.isEmpty()) {
+
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine("generated runs:" + stop);
+                            }
+                            runs.subList(0, stop).clear();
+                            currentGenerationRunAvailable.clear();
+                            currentGenerationRunAvailable.set(0, runs.size());
+                            stop = runs.size();
+                        }
+                    } else {
+                        if (LOGGER.isLoggable(Level.FINE)) {
+                            LOGGER.fine("final runs:" + stop);
+                        }
+                        merge(finalWriter, partialRuns);
+                        break;
+                    }
+                }
+            }
+        } catch (Exception e) {
+            if (finalWriter != null) {
+                finalWriter.fail();
+            }
+            throw new HyracksDataException(e);
+        } finally {
+            if (finalWriter != null) {
+                finalWriter.close();
+            }
+        }
+    }
+
+    private static int selectPartialRuns(int budget, List<GeneratedRunFileReader> runs,
+            List<GeneratedRunFileReader> partialRuns, BitSet runAvailable, int stop) {
+        partialRuns.clear();
+        int maxFrameSizeOfGenRun = 0;
+        int nextRunId = runAvailable.nextSetBit(0);
+        while (budget > 0 && nextRunId >= 0 && nextRunId < stop) {
+            int runFrameSize = runs.get(nextRunId).getMaxFrameSize();
+            if (budget - runFrameSize >= 0) {
+                partialRuns.add(runs.get(nextRunId));
+                budget -= runFrameSize;
+                runAvailable.clear(nextRunId);
+                maxFrameSizeOfGenRun = Math.max(runFrameSize, maxFrameSizeOfGenRun);
+            }
+            nextRunId = runAvailable.nextSetBit(nextRunId + 1);
+        }
+        return budget;
+    }
+
+    private void prepareFrames(int extraFreeMem, List<GroupVSizeFrame> inFrames,
+            List<GeneratedRunFileReader> partialRuns) throws HyracksDataException {
+        if (extraFreeMem > 0 && partialRuns.size() > 1) {
+            int extraFrames = extraFreeMem / ctx.getInitialFrameSize();
+            int avg = (extraFrames / partialRuns.size()) * ctx.getInitialFrameSize();
+            int residue = (extraFrames % partialRuns.size());
+            for (int i = 0; i < residue; i++) {
+                partialRuns.get(i).updateSize(Math.min(MAX_FRAME_SIZE,
+                        partialRuns.get(i).getMaxFrameSize() + avg + ctx.getInitialFrameSize()));
+            }
+            for (int i = residue; i < partialRuns.size() && avg > 0; i++) {
+                partialRuns.get(i).updateSize(Math.min(MAX_FRAME_SIZE, partialRuns.get(i).getMaxFrameSize() + avg));
+            }
+        }
+
+        if (inFrames.size() > partialRuns.size()) {
+            inFrames.subList(partialRuns.size(), inFrames.size()).clear();
+        }
+        int i;
+        for (i = 0; i < inFrames.size(); i++) {
+            inFrames.get(i).resize(partialRuns.get(i).getMaxFrameSize());
+        }
+        for (; i < partialRuns.size(); i++) {
+            inFrames.add(new GroupVSizeFrame(ctx, partialRuns.get(i).getMaxFrameSize()));
+        }
+    }
+
+    abstract protected IFrameWriter prepareSkipMergingFinalResultWriter(IFrameWriter nextWriter)
+            throws HyracksDataException;
+
+    abstract protected RunFileWriter prepareIntermediateMergeRunFile() throws HyracksDataException;
+
+    abstract protected IFrameWriter prepareIntermediateMergeResultWriter(RunFileWriter mergeFileWriter)
+            throws HyracksDataException;
+
+    abstract protected IFrameWriter prepareFinalMergeResultWriter(IFrameWriter nextWriter) throws HyracksDataException;
+
+    abstract protected int[] getSortFields();
+
+    private void merge(IFrameWriter writer, List<GeneratedRunFileReader> partialRuns) throws HyracksDataException {
+        RunMergingFrameReader merger = new RunMergingFrameReader(ctx, partialRuns, inFrames, getSortFields(),
+                comparators, nmkComputer, recordDesc, topK);
+        int io = 0;
+        merger.open();
+        try {
+            while (merger.nextFrame(outputFrame)) {
+                FrameUtils.flushFrame(outputFrame.getBuffer(), writer);
+                io++;
+            }
+        } finally {
+            merger.close();
+            if (LOGGER.isLoggable(Level.FINE)) {
+                LOGGER.fine("Output " + io + " frames");
+            }
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractFrameSorter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractFrameSorter.java
new file mode 100644
index 0000000..f213b97
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractFrameSorter.java
@@ -0,0 +1,232 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+import org.apache.hyracks.dataflow.std.buffermanager.BufferInfo;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+
+public abstract class AbstractFrameSorter implements IFrameSorter {
+
+    protected Logger LOGGER = Logger.getLogger(AbstractFrameSorter.class.getName());
+    static final int PTR_SIZE = 4;
+    static final int ID_FRAMEID = 0;
+    static final int ID_TUPLE_START = 1;
+    static final int ID_TUPLE_END = 2;
+    static final int ID_NORMAL_KEY = 3;
+
+    protected final int[] sortFields;
+    protected final IBinaryComparator[] comparators;
+    protected final INormalizedKeyComputer nkc;
+    protected final IFrameBufferManager bufferManager;
+    protected final FrameTupleAccessor inputTupleAccessor;
+    protected final IFrameTupleAppender outputAppender;
+    protected final IFrame outputFrame;
+    protected final int outputLimit;
+
+    protected int[] tPointers;
+    protected int tupleCount;
+
+    private FrameTupleAccessor fta2;
+    private BufferInfo info = new BufferInfo(null, -1, -1);
+
+    public AbstractFrameSorter(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) throws HyracksDataException {
+        this(ctx, bufferManager, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                Integer.MAX_VALUE);
+    }
+
+    public AbstractFrameSorter(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, int outputLimit)
+            throws HyracksDataException {
+        this.bufferManager = bufferManager;
+        this.sortFields = sortFields;
+        this.nkc = firstKeyNormalizerFactory == null ? null : firstKeyNormalizerFactory.createNormalizedKeyComputer();
+        this.comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+        this.inputTupleAccessor = new FrameTupleAccessor(recordDescriptor);
+        this.outputAppender = new FrameTupleAppender();
+        this.outputFrame = new VSizeFrame(ctx);
+        this.outputLimit = outputLimit;
+        this.fta2 = new FrameTupleAccessor(recordDescriptor);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        this.tupleCount = 0;
+        this.bufferManager.reset();
+    }
+
+    @Override
+    public boolean insertFrame(ByteBuffer inputBuffer) throws HyracksDataException {
+        if (bufferManager.insertFrame(inputBuffer) >= 0) {
+            return true;
+        }
+        if (getFrameCount() == 0) {
+            throw new HyracksDataException(
+                    "The input frame is too big for the sorting buffer, please allocate bigger buffer size");
+        }
+        return false;
+    }
+
+    @Override
+    public void sort() throws HyracksDataException {
+        tupleCount = 0;
+        for (int i = 0; i < bufferManager.getNumFrames(); ++i) {
+            bufferManager.getFrame(i, info);
+            inputTupleAccessor.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+            tupleCount += inputTupleAccessor.getTupleCount();
+        }
+        if (tPointers == null || tPointers.length < tupleCount * PTR_SIZE) {
+            tPointers = new int[tupleCount * PTR_SIZE];
+        }
+        int ptr = 0;
+        int sfIdx = sortFields[0];
+        for (int i = 0; i < bufferManager.getNumFrames(); ++i) {
+            bufferManager.getFrame(i, info);
+            inputTupleAccessor.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+            int tCount = inputTupleAccessor.getTupleCount();
+            byte[] array = inputTupleAccessor.getBuffer().array();
+            for (int j = 0; j < tCount; ++j) {
+                int tStart = inputTupleAccessor.getTupleStartOffset(j);
+                int tEnd = inputTupleAccessor.getTupleEndOffset(j);
+                tPointers[ptr * PTR_SIZE + ID_FRAMEID] = i;
+                tPointers[ptr * PTR_SIZE + ID_TUPLE_START] = tStart;
+                tPointers[ptr * PTR_SIZE + ID_TUPLE_END] = tEnd;
+                int f0StartRel = inputTupleAccessor.getFieldStartOffset(j, sfIdx);
+                int f0EndRel = inputTupleAccessor.getFieldEndOffset(j, sfIdx);
+                int f0Start = f0StartRel + tStart + inputTupleAccessor.getFieldSlotsLength();
+                tPointers[ptr * PTR_SIZE + ID_NORMAL_KEY] =
+                        nkc == null ? 0 : nkc.normalize(array, f0Start, f0EndRel - f0StartRel);
+                ++ptr;
+            }
+        }
+        if (tupleCount > 0) {
+            sortTupleReferences();
+        }
+    }
+
+    abstract void sortTupleReferences() throws HyracksDataException;
+
+    @Override
+    public int getFrameCount() {
+        return bufferManager.getNumFrames();
+    }
+
+    @Override
+    public boolean hasRemaining() {
+        return getFrameCount() > 0;
+    }
+
+    @Override
+    public int flush(IFrameWriter writer) throws HyracksDataException {
+        outputAppender.reset(outputFrame, true);
+        int maxFrameSize = outputFrame.getFrameSize();
+        int limit = Math.min(tupleCount, outputLimit);
+        int io = 0;
+        for (int ptr = 0; ptr < limit; ++ptr) {
+            int i = tPointers[ptr * PTR_SIZE + ID_FRAMEID];
+            int tStart = tPointers[ptr * PTR_SIZE + ID_TUPLE_START];
+            int tEnd = tPointers[ptr * PTR_SIZE + ID_TUPLE_END];
+            bufferManager.getFrame(i, info);
+            inputTupleAccessor.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+            int flushed = FrameUtils.appendToWriter(writer, outputAppender, inputTupleAccessor, tStart, tEnd);
+            if (flushed > 0) {
+                maxFrameSize = Math.max(maxFrameSize, flushed);
+                io++;
+            }
+        }
+        maxFrameSize = Math.max(maxFrameSize, outputFrame.getFrameSize());
+        outputAppender.write(writer, true);
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine(
+                    "Flushed records:" + limit + " out of " + tupleCount + "; Flushed through " + (io + 1) + " frames");
+        }
+        return maxFrameSize;
+    }
+
+    protected final int compare(int tp1, int tp2) throws HyracksDataException {
+        int i1 = tPointers[tp1 * 4];
+        int j1 = tPointers[tp1 * 4 + 1];
+        int v1 = tPointers[tp1 * 4 + 3];
+
+        int tp2i = tPointers[tp2 * 4];
+        int tp2j = tPointers[tp2 * 4 + 1];
+        int tp2v = tPointers[tp2 * 4 + 3];
+
+        if (v1 != tp2v) {
+            return ((((long) v1) & 0xffffffffL) < (((long) tp2v) & 0xffffffffL)) ? -1 : 1;
+        }
+        int i2 = tp2i;
+        int j2 = tp2j;
+        bufferManager.getFrame(i1, info);
+        byte[] b1 = info.getBuffer().array();
+        inputTupleAccessor.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+
+        bufferManager.getFrame(i2, info);
+        byte[] b2 = info.getBuffer().array();
+        fta2.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+        for (int f = 0; f < comparators.length; ++f) {
+            int fIdx = sortFields[f];
+            int f1Start = fIdx == 0 ? 0 : IntSerDeUtils.getInt(b1, j1 + (fIdx - 1) * 4);
+            int f1End = IntSerDeUtils.getInt(b1, j1 + fIdx * 4);
+            int s1 = j1 + inputTupleAccessor.getFieldSlotsLength() + f1Start;
+            int l1 = f1End - f1Start;
+            int f2Start = fIdx == 0 ? 0 : IntSerDeUtils.getInt(b2, j2 + (fIdx - 1) * 4);
+            int f2End = IntSerDeUtils.getInt(b2, j2 + fIdx * 4);
+            int s2 = j2 + fta2.getFieldSlotsLength() + f2Start;
+            int l2 = f2End - f2Start;
+            int c = comparators[f].compare(b1, s1, l1, b2, s2, l2);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public void close() {
+        tupleCount = 0;
+        bufferManager.close();
+        tPointers = null;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSortRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSortRunGenerator.java
new file mode 100644
index 0000000..bcebb7d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSortRunGenerator.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+
+public abstract class AbstractSortRunGenerator implements IRunGenerator {
+    protected final List<GeneratedRunFileReader> generatedRunFileReaders;
+
+    public AbstractSortRunGenerator() {
+        generatedRunFileReaders = new LinkedList<>();
+    }
+
+    abstract public ISorter getSorter() throws HyracksDataException;
+
+    @Override
+    public void open() throws HyracksDataException {
+        generatedRunFileReaders.clear();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (getSorter().hasRemaining()) {
+            if (generatedRunFileReaders.size() <= 0) {
+                getSorter().sort();
+            } else {
+                flushFramesToRun();
+            }
+        }
+    }
+
+    abstract protected RunFileWriter getRunFileWriter() throws HyracksDataException;
+
+    abstract protected IFrameWriter getFlushableFrameWriter(RunFileWriter writer) throws HyracksDataException;
+
+    protected void flushFramesToRun() throws HyracksDataException {
+        getSorter().sort();
+        RunFileWriter runWriter = getRunFileWriter();
+        IFrameWriter flushWriter = getFlushableFrameWriter(runWriter);
+        flushWriter.open();
+        try {
+            getSorter().flush(flushWriter);
+        } finally {
+            flushWriter.close();
+        }
+        generatedRunFileReaders.add(runWriter.createDeleteOnCloseReader());
+        getSorter().reset();
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+    }
+
+    @Override
+    public List<GeneratedRunFileReader> getRuns() {
+        return generatedRunFileReaders;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSorterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSorterOperatorDescriptor.java
new file mode 100644
index 0000000..665a90b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/AbstractSorterOperatorDescriptor.java
@@ -0,0 +1,201 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public abstract class AbstractSorterOperatorDescriptor extends AbstractOperatorDescriptor {
+
+    private static final Logger LOGGER = Logger.getLogger(AbstractSorterOperatorDescriptor.class.getName());
+
+    private static final long serialVersionUID = 1L;
+
+    protected static final int SORT_ACTIVITY_ID = 0;
+    protected static final int MERGE_ACTIVITY_ID = 1;
+
+    protected final int[] sortFields;
+    protected final INormalizedKeyComputerFactory firstKeyNormalizerFactory;
+    protected final IBinaryComparatorFactory[] comparatorFactories;
+    protected final int framesLimit;
+
+    public AbstractSorterOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        super(spec, 1, 1);
+        this.framesLimit = framesLimit;
+        this.sortFields = sortFields;
+        this.firstKeyNormalizerFactory = firstKeyNormalizerFactory;
+        this.comparatorFactories = comparatorFactories;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    public abstract SortActivity getSortActivity(ActivityId id);
+
+    public abstract MergeActivity getMergeActivity(ActivityId id);
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        SortActivity sa = getSortActivity(new ActivityId(odId, SORT_ACTIVITY_ID));
+        MergeActivity ma = getMergeActivity(new ActivityId(odId, MERGE_ACTIVITY_ID));
+
+        builder.addActivity(this, sa);
+        builder.addSourceEdge(0, sa, 0);
+
+        builder.addActivity(this, ma);
+        builder.addTargetEdge(0, ma, 0);
+
+        builder.addBlockingEdge(sa, ma);
+    }
+
+    public static class SortTaskState extends AbstractStateObject {
+        public List<GeneratedRunFileReader> generatedRunFileReaders;
+        public ISorter sorter;
+
+        public SortTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+
+        }
+    }
+
+    protected abstract class SortActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public SortActivity(ActivityId id) {
+            super(id);
+        }
+
+        protected abstract AbstractSortRunGenerator getRunGenerator(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider) throws HyracksDataException;
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                final IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private AbstractSortRunGenerator runGen;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    runGen = getRunGenerator(ctx, recordDescProvider);
+                    runGen.open();
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    runGen.nextFrame(buffer);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    SortTaskState state = new SortTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+                    runGen.close();
+                    state.generatedRunFileReaders = runGen.getRuns();
+                    state.sorter = runGen.getSorter();
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info("InitialNumberOfRuns:" + runGen.getRuns().size());
+                    }
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    runGen.fail();
+                }
+            };
+            return op;
+        }
+    }
+
+    protected abstract class MergeActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MergeActivity(ActivityId id) {
+            super(id);
+        }
+
+        protected abstract AbstractExternalSortRunMerger getSortRunMerger(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, IFrameWriter writer, ISorter sorter,
+                List<GeneratedRunFileReader> runs, IBinaryComparator[] comparators, INormalizedKeyComputer nmkComputer,
+                int necessaryFrames);
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                final IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOperatorNodePushable op = new AbstractUnaryOutputSourceOperatorNodePushable() {
+
+                @Override
+                public void initialize() throws HyracksDataException {
+                    SortTaskState state = (SortTaskState) ctx
+                            .getStateObject(new TaskId(new ActivityId(getOperatorId(), SORT_ACTIVITY_ID), partition));
+                    List<GeneratedRunFileReader> runs = state.generatedRunFileReaders;
+                    ISorter sorter = state.sorter;
+                    IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+                    for (int i = 0; i < comparatorFactories.length; ++i) {
+                        comparators[i] = comparatorFactories[i].createBinaryComparator();
+                    }
+                    INormalizedKeyComputer nmkComputer = firstKeyNormalizerFactory == null ? null
+                            : firstKeyNormalizerFactory.createNormalizedKeyComputer();
+                    AbstractExternalSortRunMerger merger = getSortRunMerger(ctx, recordDescProvider, writer, sorter,
+                            runs, comparators, nmkComputer, framesLimit);
+                    merger.process();
+                }
+            };
+            return op;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/Algorithm.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/Algorithm.java
new file mode 100644
index 0000000..bdf27ba
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/Algorithm.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+public enum Algorithm {
+    QUICK_SORT,
+    MERGE_SORT
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortOperatorDescriptor.java
new file mode 100644
index 0000000..36d0c1b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortOperatorDescriptor.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+
+public class ExternalSortOperatorDescriptor extends AbstractSorterOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private Algorithm alg = Algorithm.MERGE_SORT;
+    private EnumFreeSlotPolicy policy = EnumFreeSlotPolicy.LAST_FIT;
+    private final int outputLimit;
+
+    public ExternalSortOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, Algorithm alg) {
+        this(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor, alg,
+                EnumFreeSlotPolicy.LAST_FIT);
+    }
+
+    public ExternalSortOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            IBinaryComparatorFactory[] comparatorFactories, RecordDescriptor recordDescriptor) {
+        this(spec, framesLimit, sortFields, null, comparatorFactories, recordDescriptor);
+    }
+
+    public ExternalSortOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        this(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                Algorithm.MERGE_SORT, EnumFreeSlotPolicy.LAST_FIT);
+    }
+
+    @Override
+    public AbstractSorterOperatorDescriptor.SortActivity getSortActivity(ActivityId id) {
+        return new AbstractSorterOperatorDescriptor.SortActivity(id) {
+            @Override
+            protected AbstractSortRunGenerator getRunGenerator(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescProvider) throws HyracksDataException {
+                return new ExternalSortRunGenerator(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories,
+                        recordDescriptors[0], alg, policy, framesLimit, outputLimit);
+            }
+        };
+    }
+
+    @Override
+    public AbstractSorterOperatorDescriptor.MergeActivity getMergeActivity(ActivityId id) {
+        return new AbstractSorterOperatorDescriptor.MergeActivity(id) {
+            @Override
+            protected ExternalSortRunMerger getSortRunMerger(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescProvider, IFrameWriter writer, ISorter sorter,
+                    List<GeneratedRunFileReader> runs, IBinaryComparator[] comparators,
+                    INormalizedKeyComputer nmkComputer, int necessaryFrames) {
+                return new ExternalSortRunMerger(ctx, sorter, runs, sortFields, comparators, nmkComputer,
+                        recordDescriptors[0], necessaryFrames, outputLimit, writer);
+            }
+        };
+    }
+
+    public ExternalSortOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, Algorithm alg, EnumFreeSlotPolicy policy) {
+        this(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor, alg,
+                policy, Integer.MAX_VALUE);
+    }
+
+    public ExternalSortOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, Algorithm alg, EnumFreeSlotPolicy policy, int outputLimit) {
+        super(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor);
+        if (framesLimit <= 1) {
+            throw new IllegalStateException();// minimum of 2 fames (1 in,1 out)
+        }
+        this.alg = alg;
+        this.policy = policy;
+        this.outputLimit = outputLimit;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunGenerator.java
new file mode 100644
index 0000000..3075719
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunGenerator.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+
+public class ExternalSortRunGenerator extends AbstractExternalSortRunGenerator {
+
+    public ExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, int framesLimit) throws HyracksDataException {
+        this(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDesc, alg,
+                EnumFreeSlotPolicy.LAST_FIT, framesLimit);
+    }
+
+    public ExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, EnumFreeSlotPolicy policy, int framesLimit)
+                    throws HyracksDataException {
+        this(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDesc, alg, policy, framesLimit,
+                Integer.MAX_VALUE);
+    }
+
+    public ExternalSortRunGenerator(IHyracksTaskContext ctx, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDesc, Algorithm alg, EnumFreeSlotPolicy policy, int framesLimit, int outputLimit)
+                    throws HyracksDataException {
+        super(ctx, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDesc, alg, policy, framesLimit,
+                outputLimit);
+    }
+
+    @Override
+    protected RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(ExternalSortRunGenerator.class.getSimpleName());
+        return new RunFileWriter(file, ctx.getIOManager());
+    }
+
+    @Override
+    protected IFrameWriter getFlushableFrameWriter(RunFileWriter writer) throws HyracksDataException {
+        return writer;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunMerger.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunMerger.java
new file mode 100644
index 0000000..e773a3b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ExternalSortRunMerger.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+
+public class ExternalSortRunMerger extends AbstractExternalSortRunMerger {
+
+    private final int[] sortFields;
+
+    public ExternalSortRunMerger(IHyracksTaskContext ctx, ISorter sorter, List<GeneratedRunFileReader> runs,
+            int[] sortFields, IBinaryComparator[] comparators, INormalizedKeyComputer nmkComputer,
+            RecordDescriptor recordDesc, int framesLimit, int topK, IFrameWriter writer) {
+        super(ctx, sorter, runs, comparators, nmkComputer, recordDesc, framesLimit, topK, writer);
+        this.sortFields = sortFields;
+    }
+
+    @Override
+    protected IFrameWriter prepareSkipMergingFinalResultWriter(IFrameWriter nextWriter) throws HyracksDataException {
+        return nextWriter;
+    }
+
+    @Override
+    protected RunFileWriter prepareIntermediateMergeRunFile() throws HyracksDataException {
+        FileReference newRun = ctx.createManagedWorkspaceFile(ExternalSortRunMerger.class.getSimpleName());
+        return new RunFileWriter(newRun, ctx.getIOManager());
+    }
+
+    @Override
+    protected IFrameWriter prepareIntermediateMergeResultWriter(RunFileWriter mergeFileWriter)
+            throws HyracksDataException {
+        return mergeFileWriter;
+    }
+
+    @Override
+    protected IFrameWriter prepareFinalMergeResultWriter(IFrameWriter nextWriter) throws HyracksDataException {
+        return nextWriter;
+    }
+
+    @Override
+    protected int[] getSortFields() {
+        return sortFields;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterMergeSort.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterMergeSort.java
new file mode 100644
index 0000000..f1f1b1b
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterMergeSort.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+
+public class FrameSorterMergeSort extends AbstractFrameSorter {
+
+    private int[] tPointersTemp;
+
+    public FrameSorterMergeSort(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) throws HyracksDataException {
+        this(ctx, bufferManager, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                Integer.MAX_VALUE);
+    }
+
+    public FrameSorterMergeSort(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, int outputLimit) throws HyracksDataException {
+        super(ctx, bufferManager, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                outputLimit);
+    }
+
+    @Override
+    void sortTupleReferences() throws HyracksDataException {
+        if (tPointersTemp == null || tPointersTemp.length < tPointers.length) {
+            tPointersTemp = new int[tPointers.length];
+        }
+        sort(0, tupleCount);
+    }
+
+    @Override
+    public void close() {
+        super.close();
+        tPointersTemp = null;
+    }
+
+    void sort(int offset, int length) throws HyracksDataException {
+        int step = 1;
+        int end = offset + length;
+        /** bottom-up merge */
+        while (step < length) {
+            /** merge */
+            for (int i = offset; i < end; i += 2 * step) {
+                int next = i + step;
+                if (next < end) {
+                    merge(i, next, step, Math.min(step, end - next));
+                } else {
+                    System.arraycopy(tPointers, i * 4, tPointersTemp, i * 4, (end - i) * 4);
+                }
+            }
+            /** prepare next phase merge */
+            step *= 2;
+            int[] tmp = tPointersTemp;
+            tPointersTemp = tPointers;
+            tPointers = tmp;
+        }
+    }
+
+    /**
+     * Merge two subarrays into one
+     */
+    private void merge(int start1, int start2, int len1, int len2) throws HyracksDataException {
+        int targetPos = start1;
+        int pos1 = start1;
+        int pos2 = start2;
+        int end1 = start1 + len1 - 1;
+        int end2 = start2 + len2 - 1;
+        while (pos1 <= end1 && pos2 <= end2) {
+            int cmp = compare(pos1, pos2);
+            if (cmp <= 0) {
+                copy(pos1, targetPos);
+                pos1++;
+            } else {
+                copy(pos2, targetPos);
+                pos2++;
+            }
+            targetPos++;
+        }
+        if (pos1 <= end1) {
+            int rest = end1 - pos1 + 1;
+            System.arraycopy(tPointers, pos1 * 4, tPointersTemp, targetPos * 4, rest * 4);
+        }
+        if (pos2 <= end2) {
+            int rest = end2 - pos2 + 1;
+            System.arraycopy(tPointers, pos2 * 4, tPointersTemp, targetPos * 4, rest * 4);
+        }
+    }
+
+    private void copy(int src, int dest) {
+        tPointersTemp[dest * 4] = tPointers[src * 4];
+        tPointersTemp[dest * 4 + 1] = tPointers[src * 4 + 1];
+        tPointersTemp[dest * 4 + 2] = tPointers[src * 4 + 2];
+        tPointersTemp[dest * 4 + 3] = tPointers[src * 4 + 3];
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterQuickSort.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterQuickSort.java
new file mode 100644
index 0000000..cf864f6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/FrameSorterQuickSort.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+
+public class FrameSorterQuickSort extends AbstractFrameSorter {
+
+    public FrameSorterQuickSort(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) throws HyracksDataException {
+        this(ctx, bufferManager, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                Integer.MAX_VALUE);
+    }
+
+    public FrameSorterQuickSort(IHyracksTaskContext ctx, IFrameBufferManager bufferManager, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor, int outputLimit) throws HyracksDataException {
+        super(ctx, bufferManager, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor,
+                outputLimit);
+    }
+
+    @Override
+    void sortTupleReferences() throws HyracksDataException {
+        sort(0, tupleCount);
+    }
+
+    void sort(int offset, int length) throws HyracksDataException {
+        int m = offset + (length >> 1);
+
+        int a = offset;
+        int b = a;
+        int c = offset + length - 1;
+        int d = c;
+        while (true) {
+            while (b <= c) {
+                int cmp = compare(b, m);
+                if (cmp > 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, a++, b);
+                }
+                ++b;
+            }
+            while (c >= b) {
+                int cmp = compare(c, m);
+                if (cmp < 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, c, d--);
+                }
+                --c;
+            }
+            if (b > c)
+                break;
+            swap(tPointers, b++, c--);
+        }
+
+        int s;
+        int n = offset + length;
+        s = Math.min(a - offset, b - a);
+        vecswap(tPointers, offset, b - s, s);
+        s = Math.min(d - c, n - d - 1);
+        vecswap(tPointers, b, n - s, s);
+
+        if ((s = b - a) > 1) {
+            sort(offset, s);
+        }
+        if ((s = d - c) > 1) {
+            sort(n - s, s);
+        }
+    }
+
+    private void swap(int x[], int a, int b) {
+        for (int i = 0; i < 4; ++i) {
+            int t = x[a * 4 + i];
+            x[a * 4 + i] = x[b * 4 + i];
+            x[b * 4 + i] = t;
+        }
+    }
+
+    private void vecswap(int x[], int a, int b, int n) {
+        for (int i = 0; i < n; i++, a++, b++) {
+            swap(x, a, b);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HeapSortRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HeapSortRunGenerator.java
new file mode 100644
index 0000000..648be02
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HeapSortRunGenerator.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.IFramePool;
+import org.apache.hyracks.dataflow.std.buffermanager.IDeletableTupleBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableDeletableTupleMemoryManager;
+
+public class HeapSortRunGenerator extends AbstractSortRunGenerator {
+    protected final IHyracksTaskContext ctx;
+    protected final int frameLimit;
+    protected final int topK;
+    protected final int[] sortFields;
+    protected final INormalizedKeyComputerFactory nmkFactory;
+    protected final IBinaryComparatorFactory[] comparatorFactories;
+    protected final RecordDescriptor recordDescriptor;
+    protected ITupleSorter tupleSorter;
+    protected IFrameTupleAccessor inAccessor;
+
+    public HeapSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int topK, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        super();
+        this.ctx = ctx;
+        this.frameLimit = frameLimit;
+        this.topK = topK;
+        this.sortFields = sortFields;
+        this.nmkFactory = firstKeyNormalizerFactory;
+        this.comparatorFactories = comparatorFactories;
+        this.inAccessor = new FrameTupleAccessor(recordDescriptor);
+        this.recordDescriptor = recordDescriptor;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        IFramePool framePool = new VariableFramePool(ctx, (frameLimit - 1) * ctx.getInitialFrameSize());
+        IDeletableTupleBufferManager bufferManager = new VariableDeletableTupleMemoryManager(framePool, recordDescriptor);
+        tupleSorter = new TupleSorterHeapSort(ctx, bufferManager, topK, sortFields, nmkFactory, comparatorFactories);
+        super.open();
+    }
+
+    @Override
+    public ISorter getSorter() throws HyracksDataException {
+        return tupleSorter;
+    }
+
+    @Override
+    protected RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(HeapSortRunGenerator.class.getSimpleName());
+        return new RunFileWriter(file, ctx.getIOManager());
+    }
+
+    @Override
+    protected IFrameWriter getFlushableFrameWriter(RunFileWriter writer) throws HyracksDataException {
+        return writer;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        inAccessor.reset(buffer);
+        for (int i = 0; i < inAccessor.getTupleCount(); i++) {
+            if (!tupleSorter.insertTuple(inAccessor, i)) {
+                flushFramesToRun();
+                if (!tupleSorter.insertTuple(inAccessor, i)) {
+                    throw new HyracksDataException("The given tuple is too big to insert into the sorting memory.");
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HybridTopKSortRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HybridTopKSortRunGenerator.java
new file mode 100644
index 0000000..9be4bc6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/HybridTopKSortRunGenerator.java
@@ -0,0 +1,115 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.nio.ByteBuffer;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.io.RunFileWriter;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.FrameFreeSlotPolicyFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFrameMemoryManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+
+public class HybridTopKSortRunGenerator extends HeapSortRunGenerator {
+    private static final Logger LOG = Logger.getLogger(HybridTopKSortRunGenerator.class.getName());
+
+    private static final int SWITCH_TO_FRAME_SORTER_THRESHOLD = 2;
+    private IFrameSorter frameSorter = null;
+    private int tupleSorterFlushedTimes = 0;
+
+    public HybridTopKSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int topK, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        super(ctx, frameLimit, topK, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor);
+    }
+
+    @Override
+    public ISorter getSorter() throws HyracksDataException {
+        if (tupleSorter != null) {
+            return tupleSorter;
+        } else if (frameSorter != null) {
+            return frameSorter;
+        }
+        return null;
+    }
+
+    @Override
+    protected RunFileWriter getRunFileWriter() throws HyracksDataException {
+        FileReference file = ctx.getJobletContext()
+                .createManagedWorkspaceFile(HybridTopKSortRunGenerator.class.getSimpleName());
+        return new RunFileWriter(file, ctx.getIOManager());
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        inAccessor.reset(buffer);
+        if (tupleSorter != null) {
+            boolean isBadK = false;
+            for (int i = 0; i < inAccessor.getTupleCount(); i++) {
+                if (!tupleSorter.insertTuple(inAccessor, i)) {
+                    flushFramesToRun();
+                    isBadK = true;
+                    if (!tupleSorter.insertTuple(inAccessor, i)) {
+                        throw new HyracksDataException("The given tuple is too big to insert into the sorting memory.");
+                    }
+                }
+            }
+            if (isBadK) {
+                tupleSorterFlushedTimes++;
+                if (tupleSorterFlushedTimes > SWITCH_TO_FRAME_SORTER_THRESHOLD) {
+                    if (tupleSorter.hasRemaining()) {
+                        flushFramesToRun();
+                    }
+                    tupleSorter.close();
+                    tupleSorter = null;
+                    if (LOG.isLoggable(Level.FINE)) {
+                        LOG.fine("clear tupleSorter");
+                    }
+                }
+            }
+        } else {
+            if (frameSorter == null) {
+                VariableFrameMemoryManager bufferManager = new VariableFrameMemoryManager(
+                        new VariableFramePool(ctx, (frameLimit - 1) * ctx.getInitialFrameSize()),
+                        FrameFreeSlotPolicyFactory.createFreeSlotPolicy(EnumFreeSlotPolicy.BIGGEST_FIT,
+                                frameLimit - 1));
+                frameSorter = new FrameSorterMergeSort(ctx, bufferManager, sortFields, nmkFactory, comparatorFactories,
+                        recordDescriptor, topK);
+                if (LOG.isLoggable(Level.FINE)) {
+                    LOG.fine("create frameSorter");
+                }
+            }
+            if (!frameSorter.insertFrame(buffer)) {
+                flushFramesToRun();
+                if (!frameSorter.insertFrame(buffer)) {
+                    throw new HyracksDataException("The given frame is too big to insert into the sorting memory.");
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IFrameSorter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IFrameSorter.java
new file mode 100644
index 0000000..5f3d528
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IFrameSorter.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFrameSorter extends ISorter {
+
+    int getFrameCount();
+
+    boolean insertFrame(ByteBuffer inputBuffer) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IRunGenerator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IRunGenerator.java
new file mode 100644
index 0000000..02880dd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/IRunGenerator.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+
+/**
+ * @author pouria
+ *         Interface for the Run Generator
+ */
+public interface IRunGenerator extends IFrameWriter {
+
+    /**
+     * @return the list of generated (sorted) runs
+     */
+    List<GeneratedRunFileReader> getRuns();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ISorter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ISorter.java
new file mode 100644
index 0000000..3fb2b54
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ISorter.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISorter {
+
+    boolean hasRemaining();
+
+    void reset() throws HyracksDataException;
+
+    void sort() throws HyracksDataException;
+
+    void close() throws HyracksDataException;
+
+    int flush(IFrameWriter writer) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ITupleSorter.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ITupleSorter.java
new file mode 100644
index 0000000..ed318a2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/ITupleSorter.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ITupleSorter extends ISorter {
+    int getTupleCount();
+
+    boolean insertTuple(IFrameTupleAccessor frameTupleAccessor, int index) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/InMemorySortOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/InMemorySortOperatorDescriptor.java
new file mode 100644
index 0000000..521c2ae
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/InMemorySortOperatorDescriptor.java
@@ -0,0 +1,183 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractStateObject;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.buffermanager.FrameFreeSlotPolicyFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.IFrameBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFrameMemoryManager;
+import org.apache.hyracks.dataflow.std.buffermanager.VariableFramePool;
+
+public class InMemorySortOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private static final int SORT_ACTIVITY_ID = 0;
+    private static final int MERGE_ACTIVITY_ID = 1;
+
+    private final int[] sortFields;
+    private INormalizedKeyComputerFactory firstKeyNormalizerFactory;
+    private IBinaryComparatorFactory[] comparatorFactories;
+
+    public InMemorySortOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] sortFields,
+            IBinaryComparatorFactory[] comparatorFactories, RecordDescriptor recordDescriptor) {
+        this(spec, sortFields, null, comparatorFactories, recordDescriptor);
+    }
+
+    public InMemorySortOperatorDescriptor(IOperatorDescriptorRegistry spec, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        super(spec, 1, 1);
+        this.sortFields = sortFields;
+        this.firstKeyNormalizerFactory = firstKeyNormalizerFactory;
+        this.comparatorFactories = comparatorFactories;
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        SortActivity sa = new SortActivity(new ActivityId(odId, SORT_ACTIVITY_ID));
+        MergeActivity ma = new MergeActivity(new ActivityId(odId, MERGE_ACTIVITY_ID));
+
+        builder.addActivity(this, sa);
+        builder.addSourceEdge(0, sa, 0);
+
+        builder.addActivity(this, ma);
+        builder.addTargetEdge(0, ma, 0);
+
+        builder.addBlockingEdge(sa, ma);
+    }
+
+    private static class SortTaskState extends AbstractStateObject {
+        private FrameSorterMergeSort frameSorter;
+
+        private SortTaskState(JobId jobId, TaskId taskId) {
+            super(jobId, taskId);
+        }
+
+        @Override
+        public void toBytes(DataOutput out) throws IOException {
+        }
+
+        @Override
+        public void fromBytes(DataInput in) throws IOException {
+        }
+    }
+
+    private class SortActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public SortActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOperatorNodePushable op = new AbstractUnaryInputSinkOperatorNodePushable() {
+                private SortTaskState state;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    state = new SortTaskState(ctx.getJobletContext().getJobId(),
+                            new TaskId(getActivityId(), partition));
+
+                    IFrameBufferManager frameBufferManager = new VariableFrameMemoryManager(
+                            new VariableFramePool(ctx, VariableFramePool.UNLIMITED_MEMORY),
+                            FrameFreeSlotPolicyFactory.createFreeSlotPolicy(EnumFreeSlotPolicy.LAST_FIT));
+
+                    state.frameSorter = new FrameSorterMergeSort(ctx, frameBufferManager, sortFields,
+                            firstKeyNormalizerFactory, comparatorFactories, recordDescriptors[0]);
+                    state.frameSorter.reset();
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    if (!state.frameSorter.insertFrame(buffer)) {
+                        throw new HyracksDataException("Failed to insert the given frame into sorting buffer. "
+                                + "Please increase the sorting memory budget to enable the in-memory sorting, "
+                                + "or you could use ExternalSort instead.");
+                    }
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    state.frameSorter.sort();
+                    ctx.setStateObject(state);
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+            };
+            return op;
+        }
+    }
+
+    private class MergeActivity extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public MergeActivity(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, final int partition, int nPartitions) {
+            IOperatorNodePushable op = new AbstractUnaryOutputSourceOperatorNodePushable() {
+                @Override
+                public void initialize() throws HyracksDataException {
+                    try {
+                        writer.open();
+                        SortTaskState state = (SortTaskState) ctx.getStateObject(
+                                new TaskId(new ActivityId(getOperatorId(), SORT_ACTIVITY_ID), partition));
+                        state.frameSorter.flush(writer);
+                    } catch (Throwable th) {
+                        writer.fail();
+                        throw new HyracksDataException(th);
+                    } finally {
+                        writer.close();
+                    }
+                }
+            };
+            return op;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/RunMergingFrameReader.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/RunMergingFrameReader.java
new file mode 100644
index 0000000..f001bed
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/RunMergingFrameReader.java
@@ -0,0 +1,199 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.Comparator;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.std.sort.util.GroupFrameAccessor;
+import org.apache.hyracks.dataflow.std.util.ReferenceEntry;
+import org.apache.hyracks.dataflow.std.util.ReferencedPriorityQueue;
+
+public class RunMergingFrameReader implements IFrameReader {
+    private final IHyracksTaskContext ctx;
+    private final List<? extends IFrameReader> runCursors;
+    private final List<? extends IFrame> inFrames;
+    private final int[] sortFields;
+    private final IBinaryComparator[] comparators;
+    private final INormalizedKeyComputer nmkComputer;
+    private final RecordDescriptor recordDesc;
+    private final int topK;
+    private int tupleCount;
+    private FrameTupleAppender outFrameAppender;
+    private ReferencedPriorityQueue topTuples;
+    private int[] tupleIndexes;
+    private IFrameTupleAccessor[] tupleAccessors;
+
+    public RunMergingFrameReader(IHyracksTaskContext ctx, List<? extends IFrameReader> runs,
+            List<? extends IFrame> inFrames, int[] sortFields, IBinaryComparator[] comparators,
+            INormalizedKeyComputer nmkComputer, RecordDescriptor recordDesc) {
+        this(ctx, runs, inFrames, sortFields, comparators, nmkComputer, recordDesc, Integer.MAX_VALUE);
+    }
+
+    public RunMergingFrameReader(IHyracksTaskContext ctx, List<? extends IFrameReader> runs,
+            List<? extends IFrame> inFrames, int[] sortFields, IBinaryComparator[] comparators,
+            INormalizedKeyComputer nmkComputer, RecordDescriptor recordDesc, int topK) {
+        this.ctx = ctx;
+        this.runCursors = runs;
+        this.inFrames = inFrames;
+        this.sortFields = sortFields;
+        this.comparators = comparators;
+        this.nmkComputer = nmkComputer;
+        this.recordDesc = recordDesc;
+        this.topK = topK;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        tupleCount = 0;
+        tupleAccessors = new IFrameTupleAccessor[runCursors.size()];
+        outFrameAppender = new FrameTupleAppender();
+        Comparator<ReferenceEntry> comparator = createEntryComparator(comparators);
+        topTuples = new ReferencedPriorityQueue(runCursors.size(), comparator, sortFields, nmkComputer);
+        tupleIndexes = new int[runCursors.size()];
+        for (int i = 0; i < runCursors.size(); i++) {
+            tupleIndexes[i] = 0;
+            int runIndex = topTuples.peek().getRunid();
+            runCursors.get(runIndex).open();
+            if (runCursors.get(runIndex).nextFrame(inFrames.get(runIndex))) {
+                tupleAccessors[runIndex] = new GroupFrameAccessor(ctx.getInitialFrameSize(), recordDesc);
+                tupleAccessors[runIndex].reset(inFrames.get(runIndex).getBuffer());
+                setNextTopTuple(runIndex, tupleIndexes, runCursors, inFrames, tupleAccessors, topTuples);
+            } else {
+                closeRun(runIndex, runCursors, tupleAccessors);
+                topTuples.pop();
+            }
+        }
+    }
+
+    @Override
+    public boolean nextFrame(IFrame outFrame) throws HyracksDataException {
+        outFrameAppender.reset(outFrame, true);
+        while (!topTuples.areRunsExhausted() && tupleCount < topK) {
+            ReferenceEntry top = topTuples.peek();
+            int runIndex = top.getRunid();
+            IFrameTupleAccessor fta = top.getAccessor();
+            int tupleIndex = top.getTupleIndex();
+
+            if (!outFrameAppender.append(fta, tupleIndex)) {
+                return true;
+            } else {
+                tupleCount++;
+            }
+            ++tupleIndexes[runIndex];
+            setNextTopTuple(runIndex, tupleIndexes, runCursors, inFrames, tupleAccessors, topTuples);
+        }
+
+        if (outFrameAppender.getTupleCount() > 0) {
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        for (int i = 0; i < runCursors.size(); ++i) {
+            closeRun(i, runCursors, tupleAccessors);
+        }
+    }
+
+    private static void setNextTopTuple(int runIndex, int[] tupleIndexes, List<? extends IFrameReader> runCursors,
+            List<? extends IFrame> inFrames, IFrameTupleAccessor[] tupleAccessors, ReferencedPriorityQueue topTuples)
+            throws HyracksDataException {
+        boolean exists = hasNextTuple(runIndex, tupleIndexes, runCursors, inFrames, tupleAccessors);
+        if (exists) {
+            topTuples.popAndReplace(tupleAccessors[runIndex], tupleIndexes[runIndex]);
+        } else {
+            topTuples.pop();
+            closeRun(runIndex, runCursors, tupleAccessors);
+        }
+    }
+
+    private static boolean hasNextTuple(int runIndex, int[] tupleIndexes, List<? extends IFrameReader> runCursors,
+            List<? extends IFrame> inFrames, IFrameTupleAccessor[] tupleAccessors) throws HyracksDataException {
+        if (tupleAccessors[runIndex] == null || runCursors.get(runIndex) == null) {
+            return false;
+        } else if (tupleIndexes[runIndex] >= tupleAccessors[runIndex].getTupleCount()) {
+            IFrame frame = inFrames.get(runIndex);
+            if (runCursors.get(runIndex).nextFrame(frame)) {
+                tupleIndexes[runIndex] = 0;
+                tupleAccessors[runIndex].reset(frame.getBuffer());
+                return hasNextTuple(runIndex, tupleIndexes, runCursors, inFrames, tupleAccessors);
+            } else {
+                return false;
+            }
+        } else {
+            return true;
+        }
+    }
+
+    private static void closeRun(int index, List<? extends IFrameReader> runCursors,
+            IFrameTupleAccessor[] tupleAccessors)
+            throws HyracksDataException {
+        if (runCursors.get(index) != null) {
+            runCursors.get(index).close();
+            runCursors.set(index, null);
+            tupleAccessors[index] = null;
+        }
+    }
+
+    private Comparator<ReferenceEntry> createEntryComparator(final IBinaryComparator[] comparators) {
+        return new Comparator<ReferenceEntry>() {
+            public int compare(ReferenceEntry tp1, ReferenceEntry tp2) {
+                int nmk1 = tp1.getNormalizedKey();
+                int nmk2 = tp2.getNormalizedKey();
+                if (nmk1 != nmk2) {
+                    return ((((long) nmk1) & 0xffffffffL) < (((long) nmk2) & 0xffffffffL)) ? -1 : 1;
+                }
+                IFrameTupleAccessor fta1 = tp1.getAccessor();
+                IFrameTupleAccessor fta2 = tp2.getAccessor();
+                byte[] b1 = fta1.getBuffer().array();
+                byte[] b2 = fta2.getBuffer().array();
+                int[] tPointers1 = tp1.getTPointers();
+                int[] tPointers2 = tp2.getTPointers();
+
+                for (int f = 0; f < sortFields.length; ++f) {
+                    int c;
+                    try {
+                        c = comparators[f].compare(b1, tPointers1[2 * f + 1], tPointers1[2 * f + 2], b2,
+                                tPointers2[2 * f + 1], tPointers2[2 * f + 2]);
+                        if (c != 0) {
+                            return c;
+                        }
+                    } catch (HyracksDataException e) {
+                        throw new IllegalArgumentException(e);
+                    }
+
+                }
+                int runid1 = tp1.getRunid();
+                int runid2 = tp2.getRunid();
+                return runid1 < runid2 ? -1 : (runid1 == runid2 ? 0 : 1);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TopKSorterOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TopKSorterOperatorDescriptor.java
new file mode 100644
index 0000000..5df09c6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TopKSorterOperatorDescriptor.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+
+public class TopKSorterOperatorDescriptor extends AbstractSorterOperatorDescriptor {
+
+    private final int topK;
+
+    public TopKSorterOperatorDescriptor(IOperatorDescriptorRegistry spec, int framesLimit, int topK, int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories,
+            RecordDescriptor recordDescriptor) {
+        super(spec, framesLimit, sortFields, firstKeyNormalizerFactory, comparatorFactories, recordDescriptor);
+        this.topK = topK;
+    }
+
+    @Override
+    public SortActivity getSortActivity(ActivityId id) {
+        return new SortActivity(id) {
+            @Override
+            protected AbstractSortRunGenerator getRunGenerator(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescProvider) {
+                return new HybridTopKSortRunGenerator(ctx, framesLimit, topK, sortFields, firstKeyNormalizerFactory,
+                        comparatorFactories, recordDescriptors[0]);
+
+            }
+        };
+    }
+
+    @Override
+    public MergeActivity getMergeActivity(ActivityId id) {
+        return new MergeActivity(id) {
+            @Override
+            protected ExternalSortRunMerger getSortRunMerger(IHyracksTaskContext ctx,
+                    IRecordDescriptorProvider recordDescProvider, IFrameWriter writer, ISorter sorter,
+                    List<GeneratedRunFileReader> runs, IBinaryComparator[] comparators,
+                    INormalizedKeyComputer nmkComputer, int necessaryFrames) {
+                return new ExternalSortRunMerger(ctx, sorter, runs, sortFields, comparators, nmkComputer,
+                        recordDescriptors[0], necessaryFrames, topK, writer);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java
new file mode 100644
index 0000000..a5ec88a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/TupleSorterHeapSort.java
@@ -0,0 +1,274 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.buffermanager.IDeletableTupleBufferManager;
+import org.apache.hyracks.dataflow.std.buffermanager.ITuplePointerAccessor;
+import org.apache.hyracks.dataflow.std.structures.IResetableComparable;
+import org.apache.hyracks.dataflow.std.structures.IResetableComparableFactory;
+import org.apache.hyracks.dataflow.std.structures.MaxHeap;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public class TupleSorterHeapSort implements ITupleSorter {
+
+    private static final Logger LOGGER = Logger.getLogger(TupleSorterHeapSort.class.getName());
+
+    class HeapEntryFactory implements IResetableComparableFactory<HeapEntry> {
+        @Override
+        public IResetableComparable<HeapEntry> createResetableComparable() {
+            return new HeapEntry();
+        }
+    }
+
+    class HeapEntry implements IResetableComparable<HeapEntry> {
+        int nmk;
+        TuplePointer tuplePointer;
+
+        public HeapEntry() {
+            tuplePointer = new TuplePointer();
+            nmk = 0;
+        }
+
+        @Override
+        public int compareTo(HeapEntry o) {
+            if (nmk != o.nmk) {
+                return ((((long) nmk) & 0xffffffffL) < (((long) o.nmk) & 0xffffffffL)) ? -1 : 1;
+            }
+            bufferAccessor1.reset(tuplePointer);
+            bufferAccessor2.reset(o.tuplePointer);
+            byte[] b1 = bufferAccessor1.getBuffer().array();
+            byte[] b2 = bufferAccessor2.getBuffer().array();
+
+            for (int f = 0; f < comparators.length; ++f) {
+                int fIdx = sortFields[f];
+                int s1 = bufferAccessor1.getAbsFieldStartOffset(fIdx);
+                int l1 = bufferAccessor1.getFieldLength(fIdx);
+
+                int s2 = bufferAccessor2.getAbsFieldStartOffset(fIdx);
+                int l2 = bufferAccessor2.getFieldLength(fIdx);
+                int c;
+                try {
+                    c = comparators[f].compare(b1, s1, l1, b2, s2, l2);
+                } catch (HyracksDataException e) {
+                    throw new IllegalStateException(e);
+                }
+                if (c != 0) {
+                    return c;
+                }
+            }
+            return 0;
+        }
+
+        public void reset(int nmkey) {
+            nmk = nmkey;
+        }
+
+        @Override
+        public void reset(HeapEntry other) {
+            nmk = other.nmk;
+            tuplePointer.reset(other.tuplePointer);
+        }
+    }
+
+    private final IDeletableTupleBufferManager bufferManager;
+    private final ITuplePointerAccessor bufferAccessor1;
+    private final ITuplePointerAccessor bufferAccessor2;
+    private final int topK;
+    private final FrameTupleAppender outputAppender;
+    private final IFrame outputFrame;
+    private final int[] sortFields;
+    private final INormalizedKeyComputer nkc;
+    private final IBinaryComparator[] comparators;
+
+    private HeapEntry maxEntry;
+    private HeapEntry newEntry;
+
+    private MaxHeap heap;
+    private boolean isSorted;
+
+    public TupleSorterHeapSort(IHyracksTaskContext ctx, IDeletableTupleBufferManager bufferManager, int topK,
+            int[] sortFields,
+            INormalizedKeyComputerFactory firstKeyNormalizerFactory, IBinaryComparatorFactory[] comparatorFactories)
+            throws HyracksDataException {
+        this.bufferManager = bufferManager;
+        this.bufferAccessor1 = bufferManager.createTupleAccessor();
+        this.bufferAccessor2 = bufferManager.createTupleAccessor();
+        this.topK = topK;
+        this.outputFrame = new VSizeFrame(ctx);
+        this.outputAppender = new FrameTupleAppender();
+        this.sortFields = sortFields;
+        this.nkc = firstKeyNormalizerFactory == null ? null : firstKeyNormalizerFactory.createNormalizedKeyComputer();
+        this.comparators = new IBinaryComparator[comparatorFactories.length];
+        for (int i = 0; i < comparatorFactories.length; ++i) {
+            comparators[i] = comparatorFactories[i].createBinaryComparator();
+        }
+
+        this.heap = new MaxHeap(new HeapEntryFactory(), topK);
+        this.maxEntry = new HeapEntry();
+        this.newEntry = new HeapEntry();
+        this.isSorted = false;
+    }
+
+    @Override
+    public int getTupleCount() {
+        return heap.getNumEntries();
+    }
+
+    @Override
+    public boolean insertTuple(IFrameTupleAccessor frameTupleAccessor, int index) throws HyracksDataException {
+        if (isSorted) {
+            throw new HyracksDataException(
+                    "The Heap haven't be reset after sorting, the order of using this class is not correct.");
+        }
+        int nmkey = getPNK(frameTupleAccessor, index);
+        if (heap.getNumEntries() >= topK) {
+            heap.peekMax(maxEntry);
+            if (compareTuple(frameTupleAccessor, index, nmkey, maxEntry) >= 0) {
+                return true;
+            }
+        }
+
+        newEntry.reset(nmkey);
+        if (!bufferManager.insertTuple(frameTupleAccessor, index, newEntry.tuplePointer)) {
+            return false;
+        }
+        if (heap.getNumEntries() < topK) {
+            heap.insert(newEntry);
+        } else {
+            bufferManager.deleteTuple(maxEntry.tuplePointer);
+            heap.replaceMax(newEntry);
+        }
+        return true;
+    }
+
+    private int getPNK(IFrameTupleAccessor fta, int tIx) {
+        if (nkc == null) {
+            return 0;
+        }
+        int sfIdx = sortFields[0];
+        return nkc.normalize(fta.getBuffer().array(), fta.getAbsoluteFieldStartOffset(tIx, sfIdx),
+                fta.getFieldLength(tIx, sfIdx));
+    }
+
+    private int compareTuple(IFrameTupleAccessor frameTupleAccessor, int tid, int nmkey, HeapEntry maxEntry)
+            throws HyracksDataException {
+        if (nmkey != maxEntry.nmk) {
+            return ((((long) nmkey) & 0xffffffffL) < (((long) maxEntry.nmk) & 0xffffffffL)) ? -1 : 1;
+        }
+        bufferAccessor2.reset(maxEntry.tuplePointer);
+        byte[] b1 = frameTupleAccessor.getBuffer().array();
+        byte[] b2 = bufferAccessor2.getBuffer().array();
+
+        for (int f = 0; f < comparators.length; ++f) {
+            int fIdx = sortFields[f];
+            int s1 = frameTupleAccessor.getAbsoluteFieldStartOffset(tid, fIdx);
+            int l1 = frameTupleAccessor.getFieldLength(tid, fIdx);
+
+            int s2 = bufferAccessor2.getAbsFieldStartOffset(fIdx);
+            int l2 = bufferAccessor2.getFieldLength(fIdx);
+            int c = comparators[f].compare(b1, s1, l1, b2, s2, l2);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public boolean hasRemaining() {
+        return getTupleCount() > 0;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        bufferManager.reset();
+        heap.reset();
+        isSorted = false;
+    }
+
+    @Override
+    @SuppressWarnings("deprecation")
+    public void sort() throws HyracksDataException {
+        IResetableComparable[] entries = heap.getEntries();
+        int count = heap.getNumEntries();
+        Arrays.sort(entries, 0, count, entryComparator);
+        isSorted = true;
+    }
+
+    private static final Comparator<IResetableComparable> entryComparator = new Comparator<IResetableComparable>() {
+        @Override
+        public int compare(IResetableComparable o1, IResetableComparable o2) {
+            return o1.compareTo(o2);
+        }
+    };
+
+    @Override
+    public void close() throws HyracksDataException {
+        heap = null;
+        bufferManager.close();
+        isSorted = false;
+    }
+
+    @Override
+    @SuppressWarnings("deprecation")
+    public int flush(IFrameWriter writer) throws HyracksDataException {
+        outputAppender.reset(outputFrame, true);
+        int maxFrameSize = outputFrame.getFrameSize();
+        int numEntries = heap.getNumEntries();
+        IResetableComparable[] entries = heap.getEntries();
+        int io = 0;
+        for (int i = 0; i < numEntries; i++) {
+            HeapEntry minEntry = (HeapEntry) entries[i];
+            bufferAccessor1.reset(minEntry.tuplePointer);
+            int flushed = FrameUtils
+                    .appendToWriter(writer, outputAppender, bufferAccessor1.getBuffer().array(),
+                            bufferAccessor1.getTupleStartOffset(), bufferAccessor1.getTupleLength());
+            if (flushed > 0) {
+                maxFrameSize = Math.max(maxFrameSize, flushed);
+                io++;
+            }
+        }
+        maxFrameSize = Math.max(maxFrameSize, outputFrame.getFrameSize());
+        outputAppender.write(writer, true);
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(
+                    "Flushed records:" + numEntries + "; Flushed through " + (io + 1) + " frames");
+        }
+        return maxFrameSize;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppender.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppender.java
new file mode 100644
index 0000000..5485d5d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppender.java
@@ -0,0 +1,248 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort.util;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+
+/**
+ * This is a special frame which is used in TupleMemoryBuffer.
+ * This frame has a special structure to organize the deleted spaces.
+ * Specifically, the endOffset of the deleted tuple will be set as negative number.
+ * And we add a special <code>deleted_space</code> field at the last 4 bytes to remember how many bytes has been deleted.
+ */
+public class DeletableFrameTupleAppender implements IAppendDeletableFrameTupleAccessor {
+
+    private static final int SIZE_DELETED_SPACE = 4;
+    private final RecordDescriptor recordDescriptor;
+    private ByteBuffer buffer;
+    private int tupleCountOffset;
+    private int tupleCount;
+    private int freeDataEndOffset;
+    private int deletedSpace;
+    private byte[] array;   // to speed up the array visit a little
+
+    public DeletableFrameTupleAppender(RecordDescriptor recordDescriptor) {
+        this.recordDescriptor = recordDescriptor;
+    }
+
+    private int getTupleCountOffset() {
+        return FrameHelper.getTupleCountOffset(buffer.capacity()) - SIZE_DELETED_SPACE;
+    }
+
+    private int getFreeDataEndOffset() {
+        return tupleCount == 0 ? 0 : Math.abs(IntSerDeUtils.getInt(array, tupleCountOffset - tupleCount * 4));
+    }
+
+    private void setFreeDataEndOffset(int offset) {
+        assert (offset >= 0);
+        IntSerDeUtils.putInt(array, tupleCountOffset - tupleCount * 4, offset);
+    }
+
+    private void setTupleCount(int count) {
+        IntSerDeUtils.putInt(array, tupleCountOffset, count);
+    }
+
+    private void setDeleteSpace(int count) {
+        IntSerDeUtils.putInt(array, buffer.capacity() - SIZE_DELETED_SPACE, count);
+    }
+
+    private int getPhysicalTupleCount() {
+        return IntSerDeUtils.getInt(array, tupleCountOffset);
+    }
+
+    private int getDeletedSpace() {
+        return IntSerDeUtils.getInt(array, buffer.capacity() - SIZE_DELETED_SPACE);
+    }
+
+    @Override
+    public void clear(ByteBuffer buffer) throws HyracksDataException {
+        this.buffer = buffer;
+        this.array = buffer.array();
+        tupleCountOffset = getTupleCountOffset();
+        setTupleCount(0);
+        setDeleteSpace(0);
+        resetCounts();
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+        this.array = buffer.array();
+        tupleCountOffset = getTupleCountOffset();
+        resetCounts();
+    }
+
+    private void resetCounts() {
+        deletedSpace = getDeletedSpace();
+        tupleCount = getPhysicalTupleCount();
+        freeDataEndOffset = getFreeDataEndOffset();
+    }
+
+    /**
+     * Append the record into the frame. This method will not validate the space, please make sure space is enough
+     * by calling {@link #getContiguousFreeSpace()}
+     *
+     * @param tupleAccessor
+     * @param tIndex
+     * @return
+     * @throws HyracksDataException
+     */
+    @Override
+    public int append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException {
+        byte[] src = tupleAccessor.getBuffer().array();
+        int tStartOffset = tupleAccessor.getTupleStartOffset(tIndex);
+        int length = tupleAccessor.getTupleLength(tIndex);
+        System.arraycopy(src, tStartOffset, array, freeDataEndOffset, length);
+        setTupleCount(++tupleCount);
+        freeDataEndOffset += length;
+        setFreeDataEndOffset(freeDataEndOffset);
+        return tupleCount - 1;
+    }
+
+    @Override
+    public void delete(int tupleIndex) {
+        int endOffset = getTupleEndOffset(tupleIndex);
+        if (endOffset > 0) {
+            setTupleEndOffset(tupleIndex, -endOffset);
+            deletedSpace += endOffset - getTupleStartOffset(tupleIndex);
+            setDeleteSpace(deletedSpace);
+        }
+    }
+
+    @Override
+    public void reOrganizeBuffer() {
+        if (deletedSpace <= 0) {
+            return;
+        }
+        reclaimDeletedEnding();
+
+        freeDataEndOffset = 0;
+        int endOffset = 0;
+        for (int i = 0; i < tupleCount; i++) {
+            int startOffset = Math.abs(endOffset);
+            endOffset = getTupleEndOffset(i);
+            if (endOffset >= 0) {
+                int length = endOffset - startOffset;
+                assert ( length >= 0);
+                if (freeDataEndOffset != startOffset) {
+                    System.arraycopy(array, startOffset, array, freeDataEndOffset, length);
+                }
+                freeDataEndOffset += length;
+            }
+            setTupleEndOffset(i, freeDataEndOffset);
+        }
+        setFreeDataEndOffset(freeDataEndOffset);
+        deletedSpace = 0;
+        setDeleteSpace(0);
+    }
+
+    private void reclaimDeletedEnding() {
+        for (int i = tupleCount - 1; i >= 0; i--) {
+            int endOffset = getTupleEndOffset(i);
+            if (endOffset < 0) {
+                tupleCount--;
+            } else {
+                break;
+            }
+        }
+        setTupleCount(tupleCount);
+    }
+
+    @Override
+    public int getTotalFreeSpace() {
+        return getContiguousFreeSpace() + deletedSpace;
+    }
+
+    @Override
+    public int getContiguousFreeSpace() {
+        return getTupleCountOffset() - tupleCount * 4 - freeDataEndOffset;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return recordDescriptor.getFieldCount();
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return recordDescriptor.getFieldCount() * 4;
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return IntSerDeUtils.getInt(array, getTupleStartOffset(tupleIndex) + fIdx * 4);
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return fIdx == 0 ? 0 : IntSerDeUtils.getInt(array, getTupleStartOffset(tupleIndex) + (fIdx - 1) * 4);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return getFieldEndOffset(tupleIndex, fIdx) - getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        int endOffset = getTupleEndOffset(tupleIndex);
+        if (endOffset < 0) {
+            return endOffset + getTupleStartOffset(tupleIndex);
+        }
+        return endOffset - getTupleStartOffset(tupleIndex);
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return IntSerDeUtils.getInt(array, tupleCountOffset - 4 * (tupleIndex + 1));
+    }
+
+    private void setTupleEndOffset(int tupleIndex, int offset) {
+        IntSerDeUtils.putInt(array, tupleCountOffset - 4 * (tupleIndex + 1), offset);
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        int offset = tupleIndex == 0 ? 0 : IntSerDeUtils.getInt(array, tupleCountOffset - 4 * tupleIndex);
+        return Math.abs(offset);
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + getFieldSlotsLength() + getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public int getTupleCount() {
+        return tupleCount;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupFrameAccessor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupFrameAccessor.java
new file mode 100644
index 0000000..cac50e7
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupFrameAccessor.java
@@ -0,0 +1,174 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort.util;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+/**
+ * This {@code GroupFrameAccessor} access a group of logical frames which are stored in one physical
+ * continuous ByteBuffer. It is used in a RunFileReader which can read several frames at once, and we
+ * can use this accessor to parse the returned data as one frame. In the caller's view there is only
+ * one frame which simply the caller's work.
+ */
+public class GroupFrameAccessor implements IFrameTupleAccessor {
+
+    private class InnerFrameInfo implements Comparable<Integer> {
+        int start;
+        int length;
+        int tupleCount;
+
+        InnerFrameInfo(int start, int length, int tupleCount) {
+            this.start = start;
+            this.length = length;
+            this.tupleCount = tupleCount;
+        }
+
+        @Override
+        public int compareTo(Integer o) {
+            return -o.compareTo(tupleCount);
+        }
+    }
+
+    private final RecordDescriptor recordDescriptor;
+    private final int minFrameSize;
+    private final FrameTupleAccessor frameTupleAccessor;
+    private int lastTupleIndex;
+    private int lastFrameId;
+    private ByteBuffer buffer;
+    private List<InnerFrameInfo> innerFrameInfos;
+
+    public GroupFrameAccessor(int minFrameSize, RecordDescriptor recordDescriptor) {
+        this.minFrameSize = minFrameSize;
+        this.recordDescriptor = (recordDescriptor);
+        this.frameTupleAccessor = new FrameTupleAccessor(recordDescriptor);
+        this.innerFrameInfos = new ArrayList<>();
+    }
+
+    @Override
+    public int getFieldCount() {
+        return recordDescriptor.getFieldCount();
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return frameTupleAccessor.getFieldSlotsLength();
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return frameTupleAccessor.getFieldEndOffset(resetSubTupleAccessor(tupleIndex), fIdx);
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return frameTupleAccessor.getFieldStartOffset(resetSubTupleAccessor(tupleIndex), fIdx);
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return frameTupleAccessor.getFieldLength(resetSubTupleAccessor(tupleIndex), fIdx);
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        return frameTupleAccessor.getTupleLength(resetSubTupleAccessor(tupleIndex));
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return frameTupleAccessor.getTupleEndOffset(resetSubTupleAccessor(tupleIndex));
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        return frameTupleAccessor.getTupleStartOffset(resetSubTupleAccessor(tupleIndex));
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        return frameTupleAccessor.getAbsoluteFieldStartOffset(resetSubTupleAccessor(tupleIndex), fIdx);
+    }
+
+    @Override
+    public int getTupleCount() {
+        return innerFrameInfos.size() > 0 ? innerFrameInfos.get(innerFrameInfos.size() - 1).tupleCount : 0;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+        this.lastTupleIndex = -1;
+        this.lastFrameId = -1;
+        parseGroupedBuffer(0, buffer.limit());
+    }
+
+    private void parseGroupedBuffer(int start, int stop) {
+        this.innerFrameInfos.clear();
+        int i = start;
+        while (i < stop) {
+            int unitSize = FrameHelper.deserializeNumOfMinFrame(buffer, i) * minFrameSize;
+            if (unitSize == 0) { // run consumed.
+                break;
+            }
+            if (i + unitSize > stop) { // contains future partial run, stop here
+                break;
+            }
+            frameTupleAccessor.reset(buffer, i, unitSize);
+            this.innerFrameInfos
+                    .add(new InnerFrameInfo(i, unitSize, getTupleCount() + frameTupleAccessor.getTupleCount()));
+            i += unitSize;
+        }
+        buffer.position(i); // reading stops here.
+    }
+
+    private int resetSubTupleAccessor(int tupleIndex) {
+        assert tupleIndex < getTupleCount();
+        if (innerFrameInfos.size() == 1) {
+            return tupleIndex;
+        }
+        if (tupleIndex == lastTupleIndex) {
+            return lastFrameId > 0 ? lastTupleIndex - innerFrameInfos.get(lastFrameId - 1).tupleCount : lastTupleIndex;
+        }
+        int subFrameId = Collections.binarySearch(innerFrameInfos, tupleIndex);
+        if (subFrameId >= 0) {
+            subFrameId++;
+        } else {
+            subFrameId = -subFrameId - 1;
+        }
+        frameTupleAccessor.reset(buffer, innerFrameInfos.get(subFrameId).start, innerFrameInfos.get(subFrameId).length);
+        lastTupleIndex = tupleIndex;
+        lastFrameId = subFrameId;
+        return lastFrameId > 0 ? lastTupleIndex - innerFrameInfos.get(lastFrameId - 1).tupleCount : lastTupleIndex;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupVSizeFrame.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupVSizeFrame.java
new file mode 100644
index 0000000..d9460aa
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/GroupVSizeFrame.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort.util;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class GroupVSizeFrame extends VSizeFrame {
+
+    public GroupVSizeFrame(IHyracksCommonContext ctx, int frameSize)
+            throws HyracksDataException {
+        super(ctx, frameSize);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (buffer.position() > 0 && buffer.hasRemaining()) {
+            movePartialFutureToStartPosition();
+        } else {
+            buffer.clear();
+        }
+    }
+
+    private void movePartialFutureToStartPosition() {
+        assert buffer.hasArray();
+        if (!FrameHelper.hasBeenCleared(buffer, buffer.position())) {
+            buffer.compact();
+            FrameHelper.clearRemainingFrame(buffer, buffer.position()); // mark it to make reset idempotent
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/IAppendDeletableFrameTupleAccessor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/IAppendDeletableFrameTupleAccessor.java
new file mode 100644
index 0000000..31ea07d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/sort/util/IAppendDeletableFrameTupleAccessor.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort.util;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Basically, it is an union of the {@link IFrameTupleAccessor} and {@link IFrameTupleAppender}.
+ * Moreover, it has the delete function as well.
+ * This is a special TupleAccessor used for TopK sorting.
+ * In HeapSort, or other Tuple-based operators, we need to append the tuple, access the arbitrary previously
+ * inserted tuple, and delete the previously inserted tuple.
+ */
+public interface IAppendDeletableFrameTupleAccessor extends IFrameTupleAccessor {
+
+    /**
+     * Prepare to write on this buffer
+     *
+     * @param buffer
+     * @throws HyracksDataException
+     */
+    void clear(ByteBuffer buffer) throws HyracksDataException;
+
+    /**
+     * Append tuple content to this buffer. Return the new tid as a handle to the caller.
+     *
+     * @param tupleAccessor
+     * @param tIndex
+     * @return
+     * @throws HyracksDataException
+     */
+    int append(IFrameTupleAccessor tupleAccessor, int tIndex) throws HyracksDataException;
+
+    /**
+     * Remove the certain tuple by tid
+     *
+     * @param tid
+     */
+    void delete(int tid);
+
+    /**
+     * Reorganize the space to remove the unused space and make the free space contiguous.
+     */
+    void reOrganizeBuffer();
+
+    /**
+     * @return how many free space in total in the buffer, including the fragmented space
+     */
+    int getTotalFreeSpace();
+
+    /**
+     * @return how many contiguous free space in the buffer.
+     */
+    int getContiguousFreeSpace();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/AbstractHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/AbstractHeap.java
new file mode 100644
index 0000000..d9a62c8
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/AbstractHeap.java
@@ -0,0 +1,158 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import java.util.Arrays;
+
+import org.apache.hyracks.util.MathUtil;
+
+public abstract class AbstractHeap implements IHeap<IResetableComparable> {
+    protected static final int NOT_EXIST = -1;
+    protected static final int MAX_INITIAL_CAPACITY = 1024;
+    protected IResetableComparable[] entries;
+    protected IResetableComparable tempEntry;
+    protected IResetableComparableFactory factory;
+    protected int numEntry;
+
+    public AbstractHeap(IResetableComparableFactory factory, int capacity) {
+        capacity = Math.min(MAX_INITIAL_CAPACITY, Math.max(1, capacity));
+        this.entries = new IResetableComparable[capacity];
+        this.numEntry = 0;
+        this.tempEntry = factory.createResetableComparable();
+        this.factory = factory;
+    }
+
+    @Override
+    public void insert(IResetableComparable element) {
+        if (numEntry >= entries.length) {
+            entries = Arrays.copyOf(entries, entries.length * 2);
+        }
+        if (entries[numEntry] == null) {
+            entries[numEntry] = factory.createResetableComparable();
+        }
+        entries[numEntry++].reset(element);
+        bubbleUp(numEntry - 1);
+    }
+
+    protected abstract void bubbleUp(int i);
+
+    protected abstract void trickleDown(int i);
+
+    protected void swap(int cid, int pid) {
+        tempEntry.reset(entries[cid]);
+        entries[cid].reset(entries[pid]);
+        entries[pid].reset(tempEntry);
+    }
+
+    protected int compareTo(int i, int j) {
+        return entries[i].compareTo(entries[j]);
+    }
+
+    @Override
+    public boolean isEmpty() {
+        return numEntry == 0;
+    }
+
+    @Override
+    public void reset() {
+        Arrays.fill(entries, null);
+        numEntry = 0;
+    }
+
+    /**
+     * By getting the entries it can manipulate the entries which may violate the Heap property.
+     * Use with care.
+     *
+     * @return
+     */
+    @Deprecated
+    public IResetableComparable[] getEntries() {
+        return entries;
+    }
+
+    @Override
+    public int getNumEntries() {
+        return numEntry;
+    }
+
+    protected int getLevel(int cid) {
+        return MathUtil.log2Floor(cid + 1);
+    }
+
+    static int getParentId(int cid) {
+        return cid < 1 ? NOT_EXIST : (cid - 1) / 2;
+    }
+
+    static int getLeftChild(int id, int numEntry) {
+        int cid = id * 2 + 1;
+        return cid >= numEntry ? NOT_EXIST : cid;
+    }
+
+    protected int getLeftChild(int id) {
+        return getLeftChild(id, numEntry);
+    }
+
+    static int getRightChild(int id, int numEntry) {
+        int cid = id * 2 + 2;
+        return cid >= numEntry ? NOT_EXIST : cid;
+    }
+
+    protected int getRightChild(int id) {
+        return getRightChild(id, numEntry);
+    }
+
+    protected int getGrandParentId(int id) {
+        int pid = getParentId(id);
+        return pid == NOT_EXIST ? NOT_EXIST : getParentId(pid);
+    }
+
+    protected boolean isDirectChild(int id, int childId) {
+        return id == getParentId(childId);
+    }
+
+    protected int getMinChild(int id) {
+        int min = NOT_EXIST;
+        if (id != NOT_EXIST) {
+            min = getLeftChild(id, numEntry);
+            if (min != NOT_EXIST) {
+                int rightCid = getRightChild(id, numEntry);
+                if (rightCid != NOT_EXIST) {
+                    min = compareTo(rightCid, min) < 0 ? rightCid : min;
+                }
+            }
+        }
+        return min;
+    }
+
+    protected int getMaxChild(int id) {
+        int max = NOT_EXIST;
+        if (id != NOT_EXIST) {
+            max = getLeftChild(id, numEntry);
+            if (max != NOT_EXIST) {
+                int rightCid = getRightChild(id, numEntry);
+                if (rightCid != NOT_EXIST) {
+                    max = compareTo(rightCid, max) > 0 ? rightCid : max;
+                }
+            }
+        }
+        return max;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IHeap.java
new file mode 100644
index 0000000..aebfd24
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IHeap.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IHeap<T> {
+    /**
+     * Inserts a new element into the selectionTree
+     *
+     * @param element to be inserted
+     */
+    void insert(T element);
+
+    /**
+     * @return True of the selection tree does not have any element, false
+     * otherwise
+     */
+    boolean isEmpty();
+
+    /**
+     * Removes all the elements in the tree
+     */
+    void reset();
+
+    /**
+     * Return the number of the inserted tuples
+     *
+     * @return
+     */
+    int getNumEntries();
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMaxHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMaxHeap.java
new file mode 100644
index 0000000..a0157d9
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMaxHeap.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IMaxHeap<T> extends IHeap<T> {
+    /**
+     * Removes and returns the largest element in the tree.
+     * Make sure the heap is not empty (by {@link #isEmpty()}) before calling this method
+     *
+     * @param result
+     */
+    void getMax(T result);
+
+    /**
+     * Returns (and does NOT remove) the largest element in the tree
+     *
+     * @param result is the object that will eventually contain maximum entry
+     *               pointer
+     */
+    void peekMax(T result);
+
+    /**
+     * Removes the current max and insert a new element.
+     * Normally it is a faster way to call getMax() && insert() together
+     *
+     * @param newElement
+     */
+    void replaceMax(T newElement);
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinHeap.java
new file mode 100644
index 0000000..e00fef2
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinHeap.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IMinHeap<T> extends IHeap<T> {
+    /**
+     * Removes and returns the smallest element in the tree.
+     * Make sure the heap is not empty (by {@link #isEmpty()}) before calling this method
+     *
+     * @param result
+     */
+    void getMin(T result);
+
+    /**
+     * Returns (and does NOT remove) the smallest element in the tree
+     *
+     * @param result is the object that will eventually contain minimum entry
+     *               pointer
+     */
+    void peekMin(T result);
+
+    /**
+     * Removes the current min and insert a new element.
+     * Normally it is a faster way to call getMin() && insert() together
+     *
+     * @param newElement
+     */
+    void replaceMin(T newElement);
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinMaxHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinMaxHeap.java
new file mode 100644
index 0000000..277dc9f
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IMinMaxHeap.java
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IMinMaxHeap<T> extends IMinHeap<T>, IMaxHeap<T> {
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetable.java
new file mode 100644
index 0000000..4d278a0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetable.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IResetable<T> {
+    void reset(T other);
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparable.java
new file mode 100644
index 0000000..1b202e5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparable.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IResetableComparable<T> extends IResetable<T>, Comparable<T>{
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparableFactory.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparableFactory.java
new file mode 100644
index 0000000..d5aa198
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/IResetableComparableFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public interface IResetableComparableFactory<T> {
+    IResetableComparable<T> createResetableComparable();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java
new file mode 100644
index 0000000..8cd6792
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/ISerializableTable.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.structures;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISerializableTable {
+
+    void insert(int entry, TuplePointer tuplePointer) throws HyracksDataException;
+
+    void delete(int entry);
+
+    boolean getTuplePointer(int entry, int offset, TuplePointer tuplePointer);
+
+    int getFrameCount();
+
+    int getTupleCount();
+
+    int getTupleCount(int entry);
+
+    void reset();
+
+    void close();
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MaxHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MaxHeap.java
new file mode 100644
index 0000000..4c9d05d
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MaxHeap.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public class MaxHeap extends AbstractHeap implements IMaxHeap<IResetableComparable> {
+
+    public MaxHeap(IResetableComparableFactory factory, int capacity) {
+        super(factory, capacity);
+    }
+
+    @Override
+    protected void bubbleUp(int i) {
+        int pid = getParentId(i);
+        if (pid != NOT_EXIST && compareTo(pid, i) < 0) {
+            swap(pid, i);
+            bubbleUp(pid);
+        }
+    }
+
+    @Override
+    protected void trickleDown(int i) {
+        int maxChild = getMaxChild(i);
+        if (maxChild != NOT_EXIST && compareTo(i, maxChild) < 0) {
+            swap(maxChild, i);
+            trickleDown(maxChild);
+        }
+    }
+
+    @Override
+    public void getMax(IResetableComparable result) {
+        result.reset(entries[0]);
+        numEntry--;
+        if (numEntry > 0) {
+            entries[0].reset(entries[numEntry]);
+            trickleDown(0);
+        }
+    }
+
+    @Override
+    public void peekMax(IResetableComparable result) {
+        result.reset(entries[0]);
+    }
+
+    @Override
+    public void replaceMax(IResetableComparable newElement) {
+        entries[0].reset(newElement);
+        trickleDown(0);
+    }
+}
+
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinHeap.java
new file mode 100644
index 0000000..2fa8968
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinHeap.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public class MinHeap extends AbstractHeap implements IMinHeap<IResetableComparable> {
+
+    public MinHeap(IResetableComparableFactory factory, int capacity) {
+        super(factory, capacity);
+    }
+
+    @Override
+    protected void bubbleUp(int i) {
+        int pid = getParentId(i);
+        if (pid != NOT_EXIST && compareTo(pid, i) > 0) {
+            swap(pid, i);
+            bubbleUp(pid);
+        }
+    }
+
+    @Override
+    protected void trickleDown(int i) {
+        int minChild = getMinChild(i);
+        if (minChild != NOT_EXIST && compareTo(i, minChild) > 0) {
+            swap(minChild, i);
+            trickleDown(minChild);
+        }
+    }
+
+    @Override
+    public void getMin(IResetableComparable result) {
+        result.reset(entries[0]);
+        numEntry--;
+        if (numEntry > 0) {
+            entries[0].reset(entries[numEntry]);
+            trickleDown(0);
+        }
+    }
+
+    @Override
+    public void peekMin(IResetableComparable result) {
+        result.reset(entries[0]);
+    }
+
+    @Override
+    public void replaceMin(IResetableComparable newElement) {
+        entries[0].reset(newElement);
+        trickleDown(0);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeap.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeap.java
new file mode 100644
index 0000000..e7065a1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeap.java
@@ -0,0 +1,221 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+public class MinMaxHeap extends AbstractHeap implements IMinMaxHeap<IResetableComparable> {
+
+    public MinMaxHeap(IResetableComparableFactory factory, int capacity) {
+        super(factory, capacity);
+    }
+
+    @Override
+    protected void bubbleUp(int cid) {
+        int pid = getParentId(cid);
+        if (isAtMinLevel(cid)) {
+            if (pid != NOT_EXIST && entries[pid].compareTo(entries[cid]) < 0) {
+                swap(cid, pid);
+                bubbleUpMax(pid);
+            } else {
+                bubbleUpMin(cid);
+            }
+        } else { // isAtMaxLevel
+            if (pid != NOT_EXIST && entries[pid].compareTo(entries[cid]) > 0) {
+                swap(cid, pid);
+                bubbleUpMin(pid);
+            } else {
+                bubbleUpMax(cid);
+            }
+        }
+    }
+
+    private void bubbleUpMin(int id) {
+        int gp = getGrandParentId(id);
+        if (gp != NOT_EXIST && entries[gp].compareTo(entries[id]) > 0) {
+            swap(gp, id);
+            bubbleUpMin(gp);
+        }
+    }
+
+    private void bubbleUpMax(int id) {
+        int gp = getGrandParentId(id);
+        if (gp != NOT_EXIST && entries[gp].compareTo(entries[id]) < 0) {
+            swap(gp, id);
+            bubbleUpMax(gp);
+        }
+    }
+
+    private boolean isAtMinLevel(int cid) {
+        return getLevel(cid) % 2 == 0;
+    }
+
+    /**
+     * Make sure to check the {@link #isEmpty()} before calling this function.
+     *
+     * @param result
+     */
+    @Override
+    public void getMin(IResetableComparable result) {
+        result.reset(entries[0]);
+        numEntry--;
+        if (numEntry > 0) {
+            entries[0].reset(entries[numEntry]);
+            trickleDown(0);
+        }
+    }
+
+    @Override
+    public void getMax(IResetableComparable result) {
+        int max = getMaxChild(0);
+        if (max == NOT_EXIST) {
+            getMin(result);
+            return;
+        }
+        result.reset(entries[max]);
+        numEntry--;
+        if (numEntry > max) {
+            entries[max].reset(entries[numEntry]);
+            trickleDown(max);
+        }
+    }
+
+    @Override
+    protected void trickleDown(int id) {
+        if (isAtMinLevel(id)) {
+            trickleDownMin(id);
+        } else {
+            trickleDownMax(id);
+        }
+    }
+
+    private void trickleDownMax(int id) {
+        int maxId = getMaxOfDescendents(id);
+        if (maxId == NOT_EXIST) {
+            return;
+        }
+        if (isDirectChild(id, maxId)) {
+            if (entries[id].compareTo(entries[maxId]) < 0) {
+                swap(id, maxId);
+            }
+        } else {
+            if (entries[id].compareTo(entries[maxId]) < 0) {
+                swap(id, maxId);
+                int pid = getParentId(maxId);
+                if (entries[maxId].compareTo(entries[pid]) < 0) {
+                    swap(pid, maxId);
+                }
+                trickleDownMax(maxId);
+            }
+        }
+    }
+
+    private void trickleDownMin(int id) {
+        int minId = getMinOfDescendents(id);
+        if (minId == NOT_EXIST) {
+            return;
+        }
+        if (isDirectChild(id, minId)) {
+            if (entries[id].compareTo(entries[minId]) > 0) {
+                swap(id, minId);
+            }
+        } else { // is grand child
+            if (entries[id].compareTo(entries[minId]) > 0) {
+                swap(id, minId);
+                int pid = getParentId(minId);
+                if (entries[minId].compareTo(entries[pid]) > 0) {
+                    swap(pid, minId);
+                }
+                trickleDownMin(minId);
+            }
+        }
+    }
+
+    private int getMaxOfDescendents(int id) {
+        int max = getMaxChild(id);
+        if (max != NOT_EXIST) {
+            int leftMax = getMaxChild(getLeftChild(id));
+            if (leftMax != NOT_EXIST) {
+                max = entries[leftMax].compareTo(entries[max]) > 0 ? leftMax : max;
+                int rightMax = getMaxChild(getRightChild(id));
+                if (rightMax != NOT_EXIST) {
+                    max = entries[rightMax].compareTo(entries[max]) > 0 ? rightMax : max;
+                }
+            }
+        }
+        return max;
+    }
+
+    private int getMinOfDescendents(int id) {
+        int min = getMinChild(id);
+        if (min != NOT_EXIST) {
+            int leftMin = getMinChild(getLeftChild(id));
+            if (leftMin != NOT_EXIST) {
+                min = entries[leftMin].compareTo(entries[min]) < 0 ? leftMin : min;
+                int rightMin = getMinChild(getRightChild(id));
+                if (rightMin != NOT_EXIST) {
+                    min = entries[rightMin].compareTo(entries[min]) < 0 ? rightMin : min;
+                }
+            }
+        }
+        return min;
+    }
+
+    public boolean isEmpty() {
+        return numEntry == 0;
+    }
+
+    /**
+     * Make sure to call the {@link #isEmpty()} before calling this function
+     *
+     * @param result is the object that will eventually contain minimum entry
+     */
+    @Override
+    public void peekMin(IResetableComparable result) {
+        result.reset(entries[0]);
+    }
+
+    @Override
+    public void peekMax(IResetableComparable result) {
+        int maxChild = getMaxChild(0);
+        if (maxChild == NOT_EXIST) {
+            peekMin(result);
+            return;
+        }
+        result.reset(entries[maxChild]);
+    }
+
+    @Override
+    public void replaceMin(IResetableComparable newElement) {
+        entries[0].reset(newElement);
+        trickleDown(0);
+    }
+
+    @Override
+    public void replaceMax(IResetableComparable newElement) {
+        int maxChild = getMaxChild(0);
+        if (maxChild == NOT_EXIST) {
+            replaceMin(newElement);
+            return;
+        }
+        entries[maxChild].reset(newElement);
+        bubbleUp(maxChild);
+        trickleDown(maxChild);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTable.java
new file mode 100644
index 0000000..8699c10
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTable.java
@@ -0,0 +1,323 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.structures;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksFrameMgrContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * An entry in the table is: #elements, #no-empty elements; fIndex, tIndex;
+ * fIndex, tIndex; .... <fIndex, tIndex> forms a tuple pointer
+ */
+public class SerializableHashTable implements ISerializableTable {
+
+    private static final int INT_SIZE = 4;
+    private static final int INIT_ENTRY_SIZE = 4;
+
+    private IntSerDeBuffer[] headers;
+    private List<IntSerDeBuffer> contents = new ArrayList<IntSerDeBuffer>();
+    private List<Integer> frameCurrentIndex = new ArrayList<Integer>();
+    private final IHyracksFrameMgrContext ctx;
+    private final int frameCapacity;
+    private int currentLargestFrameIndex = 0;
+    private int tupleCount = 0;
+    private int headerFrameCount = 0;
+    private TuplePointer tempTuplePointer = new TuplePointer();
+
+    public SerializableHashTable(int tableSize, final IHyracksFrameMgrContext ctx) throws HyracksDataException {
+        this.ctx = ctx;
+        int frameSize = ctx.getInitialFrameSize();
+
+        int residual = tableSize * INT_SIZE * 2 % frameSize == 0 ? 0 : 1;
+        int headerSize = tableSize * INT_SIZE * 2 / frameSize + residual;
+        headers = new IntSerDeBuffer[headerSize];
+
+        IntSerDeBuffer frame = new IntSerDeBuffer(ctx.allocateFrame().array());
+        contents.add(frame);
+        frameCurrentIndex.add(0);
+        frameCapacity = frame.capacity();
+    }
+
+    @Override
+    public void insert(int entry, TuplePointer pointer) throws HyracksDataException {
+        int hFrameIndex = getHeaderFrameIndex(entry);
+        int headerOffset = getHeaderFrameOffset(entry);
+        IntSerDeBuffer header = headers[hFrameIndex];
+        if (header == null) {
+            header = new IntSerDeBuffer(ctx.allocateFrame().array());
+            headers[hFrameIndex] = header;
+            resetFrame(header);
+            headerFrameCount++;
+        }
+        int frameIndex = header.getInt(headerOffset);
+        int offsetIndex = header.getInt(headerOffset + 1);
+        if (frameIndex < 0) {
+            // insert first tuple into the entry
+            insertNewEntry(header, headerOffset, INIT_ENTRY_SIZE, pointer);
+        } else {
+            // insert non-first tuple into the entry
+            insertNonFirstTuple(header, headerOffset, frameIndex, offsetIndex, pointer);
+        }
+        tupleCount++;
+    }
+
+    @Override
+    public void delete(int entry) {
+        int hFrameIndex = getHeaderFrameIndex(entry);
+        int headerOffset = getHeaderFrameOffset(entry);
+        IntSerDeBuffer header = headers[hFrameIndex];
+        if (header != null) {
+            int frameIndex = header.getInt(headerOffset);
+            int offsetIndex = header.getInt(headerOffset + 1);
+            if (frameIndex >= 0) {
+                IntSerDeBuffer frame = contents.get(frameIndex);
+                int entryUsedItems = frame.getInt(offsetIndex + 1);
+                frame.writeInt(offsetIndex + 1, 0);
+                tupleCount -= entryUsedItems;
+            }
+        }
+    }
+
+    @Override
+    public boolean getTuplePointer(int entry, int offset, TuplePointer dataPointer) {
+        int hFrameIndex = getHeaderFrameIndex(entry);
+        int headerOffset = getHeaderFrameOffset(entry);
+        IntSerDeBuffer header = headers[hFrameIndex];
+        if (header == null) {
+            dataPointer.frameIndex = -1;
+            dataPointer.tupleIndex = -1;
+            return false;
+        }
+        int frameIndex = header.getInt(headerOffset);
+        int offsetIndex = header.getInt(headerOffset + 1);
+        if (frameIndex < 0) {
+            dataPointer.frameIndex = -1;
+            dataPointer.tupleIndex = -1;
+            return false;
+        }
+        IntSerDeBuffer frame = contents.get(frameIndex);
+        int entryUsedItems = frame.getInt(offsetIndex + 1);
+        if (offset > entryUsedItems - 1) {
+            dataPointer.frameIndex = -1;
+            dataPointer.tupleIndex = -1;
+            return false;
+        }
+        int startIndex = offsetIndex + 2 + offset * 2;
+        while (startIndex >= frameCapacity) {
+            ++frameIndex;
+            startIndex -= frameCapacity;
+        }
+        frame = contents.get(frameIndex);
+        dataPointer.frameIndex = frame.getInt(startIndex);
+        dataPointer.tupleIndex = frame.getInt(startIndex + 1);
+        return true;
+    }
+
+    @Override
+    public void reset() {
+        for (IntSerDeBuffer frame : headers)
+            if (frame != null)
+                resetFrame(frame);
+
+        frameCurrentIndex.clear();
+        for (int i = 0; i < contents.size(); i++) {
+            frameCurrentIndex.add(0);
+        }
+
+        currentLargestFrameIndex = 0;
+        tupleCount = 0;
+    }
+
+    @Override
+    public int getFrameCount() {
+        return headerFrameCount + contents.size();
+    }
+
+    public int getTupleCount() {
+        return tupleCount;
+    }
+
+    @Override
+    public int getTupleCount(int entry) {
+        int hFrameIndex = getHeaderFrameIndex(entry);
+        int headerOffset = getHeaderFrameOffset(entry);
+        IntSerDeBuffer header = headers[hFrameIndex];
+        if (header != null) {
+            int frameIndex = header.getInt(headerOffset);
+            int offsetIndex = header.getInt(headerOffset + 1);
+            if (frameIndex >= 0) {
+                IntSerDeBuffer frame = contents.get(frameIndex);
+                int entryUsedItems = frame.getInt(offsetIndex + 1);
+                return entryUsedItems;
+            }
+        }
+        return 0;
+    }
+
+    @Override
+    public void close() {
+        int nFrames = contents.size();
+        for (int i = 0; i < headers.length; i++)
+            headers[i] = null;
+        contents.clear();
+        frameCurrentIndex.clear();
+        tupleCount = 0;
+        currentLargestFrameIndex = 0;
+        ctx.deallocateFrames(nFrames);
+    }
+
+    private void insertNewEntry(IntSerDeBuffer header, int headerOffset, int entryCapacity, TuplePointer pointer)
+            throws HyracksDataException {
+        IntSerDeBuffer lastFrame = contents.get(currentLargestFrameIndex);
+        int lastIndex = frameCurrentIndex.get(currentLargestFrameIndex);
+        int requiredIntCapacity = entryCapacity * 2;
+        int startFrameIndex = currentLargestFrameIndex;
+
+        if (lastIndex + requiredIntCapacity >= frameCapacity) {
+            IntSerDeBuffer newFrame;
+            startFrameIndex++;
+            do {
+                if (currentLargestFrameIndex >= contents.size() - 1) {
+                    newFrame = new IntSerDeBuffer(ctx.allocateFrame().array());
+                    currentLargestFrameIndex++;
+                    contents.add(newFrame);
+                    frameCurrentIndex.add(0);
+                } else {
+                    currentLargestFrameIndex++;
+                    frameCurrentIndex.set(currentLargestFrameIndex, 0);
+                }
+                requiredIntCapacity -= frameCapacity;
+            } while (requiredIntCapacity > 0);
+            lastIndex = 0;
+            lastFrame = contents.get(startFrameIndex);
+        }
+
+        // set header
+        header.writeInt(headerOffset, startFrameIndex);
+        header.writeInt(headerOffset + 1, lastIndex);
+
+        // set the entry
+        lastFrame.writeInt(lastIndex, entryCapacity - 1);
+        lastFrame.writeInt(lastIndex + 1, 1);
+        lastFrame.writeInt(lastIndex + 2, pointer.frameIndex);
+        lastFrame.writeInt(lastIndex + 3, pointer.tupleIndex);
+        int newLastIndex = lastIndex + entryCapacity * 2;
+        newLastIndex = newLastIndex < frameCapacity ? newLastIndex : frameCapacity - 1;
+        frameCurrentIndex.set(startFrameIndex, newLastIndex);
+
+        requiredIntCapacity = entryCapacity * 2 - (frameCapacity - lastIndex);
+        while (requiredIntCapacity > 0) {
+            startFrameIndex++;
+            requiredIntCapacity -= frameCapacity;
+            newLastIndex = requiredIntCapacity < 0 ? requiredIntCapacity + frameCapacity : frameCapacity - 1;
+            frameCurrentIndex.set(startFrameIndex, newLastIndex);
+        }
+    }
+
+    private void insertNonFirstTuple(IntSerDeBuffer header, int headerOffset, int frameIndex, int offsetIndex,
+            TuplePointer pointer) throws HyracksDataException {
+        IntSerDeBuffer frame = contents.get(frameIndex);
+        int entryItems = frame.getInt(offsetIndex);
+        int entryUsedItems = frame.getInt(offsetIndex + 1);
+
+        if (entryUsedItems < entryItems) {
+            frame.writeInt(offsetIndex + 1, entryUsedItems + 1);
+            int startIndex = offsetIndex + 2 + entryUsedItems * 2;
+            while (startIndex >= frameCapacity) {
+                ++frameIndex;
+                startIndex -= frameCapacity;
+            }
+            frame = contents.get(frameIndex);
+            frame.writeInt(startIndex, pointer.frameIndex);
+            frame.writeInt(startIndex + 1, pointer.tupleIndex);
+        } else {
+            int capacity = (entryItems + 1) * 2;
+            header.writeInt(headerOffset, -1);
+            header.writeInt(headerOffset + 1, -1);
+            int fIndex = frame.getInt(offsetIndex + 2);
+            int tIndex = frame.getInt(offsetIndex + 3);
+            tempTuplePointer.frameIndex = fIndex;
+            tempTuplePointer.tupleIndex = tIndex;
+            this.insertNewEntry(header, headerOffset, capacity, tempTuplePointer);
+            int newFrameIndex = header.getInt(headerOffset);
+            int newTupleIndex = header.getInt(headerOffset + 1);
+
+            for (int i = 1; i < entryUsedItems; i++) {
+                int startIndex = offsetIndex + 2 + i * 2;
+                int startFrameIndex = frameIndex;
+                while (startIndex >= frameCapacity) {
+                    ++startFrameIndex;
+                    startIndex -= frameCapacity;
+                }
+                frame = contents.get(startFrameIndex);
+                fIndex = frame.getInt(startIndex);
+                tIndex = frame.getInt(startIndex + 1);
+                tempTuplePointer.frameIndex = fIndex;
+                tempTuplePointer.tupleIndex = tIndex;
+                insertNonFirstTuple(header, headerOffset, newFrameIndex, newTupleIndex, tempTuplePointer);
+            }
+            insertNonFirstTuple(header, headerOffset, newFrameIndex, newTupleIndex, pointer);
+        }
+    }
+
+    private void resetFrame(IntSerDeBuffer frame) {
+        for (int i = 0; i < frameCapacity; i++)
+            frame.writeInt(i, -1);
+    }
+
+    private int getHeaderFrameIndex(int entry) {
+        int frameIndex = entry * 2 / frameCapacity;
+        return frameIndex;
+    }
+
+    private int getHeaderFrameOffset(int entry) {
+        int offset = entry * 2 % frameCapacity;
+        return offset;
+    }
+
+    private static class IntSerDeBuffer {
+
+        private byte[] bytes;
+
+        public IntSerDeBuffer(byte[] data) {
+            this.bytes = data;
+        }
+
+        public int getInt(int pos) {
+            int offset = pos * 4;
+            return ((bytes[offset] & 0xff) << 24) + ((bytes[offset + 1] & 0xff) << 16)
+                    + ((bytes[offset + 2] & 0xff) << 8) + ((bytes[offset + 3] & 0xff) << 0);
+        }
+
+        public void writeInt(int pos, int value) {
+            int offset = pos * 4;
+            bytes[offset++] = (byte) (value >> 24);
+            bytes[offset++] = (byte) (value >> 16);
+            bytes[offset++] = (byte) (value >> 8);
+            bytes[offset++] = (byte) (value);
+        }
+
+        public int capacity() {
+            return bytes.length / 4;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/TuplePointer.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/TuplePointer.java
new file mode 100644
index 0000000..71f9639
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/structures/TuplePointer.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.structures;
+
+public class TuplePointer implements IResetable<TuplePointer> {
+    public static final int INVALID_ID = -1;
+    public int frameIndex;
+    public int tupleIndex;
+
+    public TuplePointer() {
+        this(INVALID_ID, INVALID_ID);
+    }
+
+    public TuplePointer(int frameId, int tupleId) {
+        reset(frameId, tupleId);
+    }
+
+    public void reset(TuplePointer other) {
+        reset(other.frameIndex, other.tupleIndex);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (this == o)
+            return true;
+        if (o == null || getClass() != o.getClass())
+            return false;
+
+        TuplePointer that = (TuplePointer) o;
+
+        if (frameIndex != that.frameIndex)
+            return false;
+        return tupleIndex == that.tupleIndex;
+
+    }
+
+    @Override
+    public int hashCode() {
+        int result = frameIndex;
+        result = 31 * result + tupleIndex;
+        return result;
+    }
+
+    public void reset(int frameId, int tupleId) {
+        this.frameIndex = frameId;
+        this.tupleIndex = tupleId;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/union/UnionAllOperatorDescriptor.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/union/UnionAllOperatorDescriptor.java
new file mode 100644
index 0000000..06497d5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/union/UnionAllOperatorDescriptor.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.union;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputOperatorNodePushable;
+
+public class UnionAllOperatorDescriptor extends AbstractOperatorDescriptor {
+    public UnionAllOperatorDescriptor(IOperatorDescriptorRegistry spec, int nInputs,
+            RecordDescriptor recordDescriptor) {
+        super(spec, nInputs, 1);
+        recordDescriptors[0] = recordDescriptor;
+    }
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        UnionActivityNode uba = new UnionActivityNode(new ActivityId(getOperatorId(), 0));
+        builder.addActivity(this, uba);
+        for (int i = 0; i < inputArity; ++i) {
+            builder.addSourceEdge(i, uba, i);
+        }
+        builder.addTargetEdge(0, uba, 0);
+    }
+
+    private class UnionActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public UnionActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                        throws HyracksDataException {
+            RecordDescriptor inRecordDesc = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);
+            return new UnionOperator(ctx, inRecordDesc);
+        }
+    }
+
+    private class UnionOperator extends AbstractUnaryOutputOperatorNodePushable {
+        private int nOpened;
+        private int nClosed;
+        private boolean failed;
+
+        public UnionOperator(IHyracksTaskContext ctx, RecordDescriptor inRecordDesc) {
+            nOpened = 0;
+            nClosed = 0;
+        }
+
+        @Override
+        public int getInputArity() {
+            return inputArity;
+        }
+
+        @Override
+        public IFrameWriter getInputFrameWriter(int index) {
+            return new IFrameWriter() {
+                @Override
+                public void open() throws HyracksDataException {
+                    synchronized (UnionOperator.this) {
+                        if (++nOpened == 1) {
+                            writer.open();
+                        }
+                    }
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    synchronized (UnionOperator.this) {
+                        writer.nextFrame(buffer);
+                    }
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                    synchronized (UnionOperator.this) {
+                        if (!failed) {
+                            writer.fail();
+                        }
+                        failed = true;
+                    }
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                    synchronized (UnionOperator.this) {
+                        if (++nClosed == inputArity) {
+                            // a single close
+                            writer.close();
+                        }
+                    }
+                }
+
+                @Override
+                public void flush() throws HyracksDataException {
+                    synchronized (UnionOperator.this) {
+                        writer.flush();
+                    }
+                }
+            };
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/DeserializedOperatorNodePushable.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/DeserializedOperatorNodePushable.java
new file mode 100644
index 0000000..e641920
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/DeserializedOperatorNodePushable.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameDeserializer;
+import org.apache.hyracks.dataflow.common.comm.io.SerializingDataWriter;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.base.IOpenableDataWriterOperator;
+
+public final class DeserializedOperatorNodePushable extends AbstractUnaryInputOperatorNodePushable {
+    private final IHyracksTaskContext ctx;
+
+    private final IOpenableDataWriterOperator delegate;
+
+    private final FrameDeserializer deserializer;
+
+    public DeserializedOperatorNodePushable(IHyracksTaskContext ctx, IOpenableDataWriterOperator delegate,
+            RecordDescriptor inRecordDesc) {
+        this.ctx = ctx;
+        this.delegate = delegate;
+        deserializer = inRecordDesc == null ? null : new FrameDeserializer(inRecordDesc);
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc)
+            throws HyracksDataException {
+        delegate.setDataWriter(index, new SerializingDataWriter(ctx, recordDesc, writer));
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        delegate.close();
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        deserializer.reset(buffer);
+        while (!deserializer.done()) {
+            delegate.writeData(deserializer.deserializeRecord());
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        delegate.open();
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        delegate.fail();
+    }
+
+    @Override
+    public String getDisplayName() {
+        return "Deserialized(" + delegate + ")";
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        delegate.flush();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/FrameTuplePairComparator.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/FrameTuplePairComparator.java
new file mode 100644
index 0000000..c74fe04
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/FrameTuplePairComparator.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.buffermanager.ITuplePointerAccessor;
+
+public class FrameTuplePairComparator {
+    private final int[] keys0;
+    private final int[] keys1;
+    private final IBinaryComparator[] comparators;
+
+    public FrameTuplePairComparator(int[] keys0, int[] keys1, IBinaryComparator[] comparators) {
+        this.keys0 = keys0;
+        this.keys1 = keys1;
+        this.comparators = comparators;
+    }
+
+    public int compare(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+            throws HyracksDataException {
+        int tStart0 = accessor0.getTupleStartOffset(tIndex0);
+        int fStartOffset0 = accessor0.getFieldSlotsLength() + tStart0;
+
+        int tStart1 = accessor1.getTupleStartOffset(tIndex1);
+        int fStartOffset1 = accessor1.getFieldSlotsLength() + tStart1;
+
+        for (int i = 0; i < keys0.length; ++i) {
+            int fIdx0 = keys0[i];
+            int fStart0 = accessor0.getFieldStartOffset(tIndex0, fIdx0);
+            int fEnd0 = accessor0.getFieldEndOffset(tIndex0, fIdx0);
+            int fLen0 = fEnd0 - fStart0;
+
+            int fIdx1 = keys1[i];
+            int fStart1 = accessor1.getFieldStartOffset(tIndex1, fIdx1);
+            int fEnd1 = accessor1.getFieldEndOffset(tIndex1, fIdx1);
+            int fLen1 = fEnd1 - fStart1;
+
+            int c = comparators[i].compare(accessor0.getBuffer().array(), fStart0 + fStartOffset0, fLen0, accessor1
+                    .getBuffer().array(), fStart1 + fStartOffset1, fLen1);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+
+    public int compare(IFrameTupleAccessor accessor0, int tIndex0, ITuplePointerAccessor bufferAccessor)
+            throws HyracksDataException {
+        int tStart0 = accessor0.getTupleStartOffset(tIndex0);
+        int fStartOffset0 = accessor0.getFieldSlotsLength() + tStart0;
+
+        for (int i = 0; i < keys0.length; ++i) {
+            int fIdx0 = keys0[i];
+            int fStart0 = accessor0.getFieldStartOffset(tIndex0, fIdx0);
+            int fEnd0 = accessor0.getFieldEndOffset(tIndex0, fIdx0);
+            int fLen0 = fEnd0 - fStart0;
+
+            int fStart1 = bufferAccessor.getAbsFieldStartOffset(keys1[i]);
+            int fLen1 = bufferAccessor.getFieldLength(keys1[i]);
+
+            int c = comparators[i].compare(accessor0.getBuffer().array(), fStart0 + fStartOffset0, fLen0, bufferAccessor
+                    .getBuffer().array(), fStart1, fLen1);
+            if (c != 0) {
+                return c;
+            }
+        }
+        return 0;
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferenceEntry.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferenceEntry.java
new file mode 100644
index 0000000..8eb5c2e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferenceEntry.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public class ReferenceEntry {
+    private final int runid;
+    private IFrameTupleAccessor acccessor;
+    private int tupleIndex;
+    private int[] tPointers;
+
+    public ReferenceEntry(int runid, FrameTupleAccessor fta, int tupleIndex, int[] keyFields,
+            INormalizedKeyComputer nmkComputer) {
+        super();
+        this.runid = runid;
+        this.acccessor = fta;
+        this.tPointers = new int[1 + 2 * keyFields.length];
+        if (fta != null) {
+            initTPointer(fta, tupleIndex, keyFields, nmkComputer);
+        }
+    }
+
+    public int getRunid() {
+        return runid;
+    }
+
+    public IFrameTupleAccessor getAccessor() {
+        return acccessor;
+    }
+
+    public void setAccessor(IFrameTupleAccessor fta) {
+        this.acccessor = fta;
+    }
+
+    public int[] getTPointers() {
+        return tPointers;
+    }
+
+    public int getTupleIndex() {
+        return tupleIndex;
+    }
+
+    public int getNormalizedKey() {
+        return tPointers[0];
+    }
+
+    public void setTupleIndex(int tupleIndex, int[] keyFields, INormalizedKeyComputer nmkComputer) {
+        initTPointer(acccessor, tupleIndex, keyFields, nmkComputer);
+    }
+
+    private void initTPointer(IFrameTupleAccessor fta, int tupleIndex, int[] keyFields,
+            INormalizedKeyComputer nmkComputer) {
+        this.tupleIndex = tupleIndex;
+        byte[] b1 = fta.getBuffer().array();
+        for (int f = 0; f < keyFields.length; ++f) {
+            int fIdx = keyFields[f];
+            tPointers[2 * f + 1] = fta.getAbsoluteFieldStartOffset(tupleIndex, fIdx);
+            tPointers[2 * f + 2] = fta.getFieldLength(tupleIndex, fIdx);
+            if (f == 0) {
+                if (nmkComputer != null) {
+                    tPointers[0] = nmkComputer.normalize(b1, tPointers[1], tPointers[2]);
+                } else {
+                    tPointers[0] = 0;
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferencedPriorityQueue.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferencedPriorityQueue.java
new file mode 100644
index 0000000..cc6c2d9
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/ReferencedPriorityQueue.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import java.io.IOException;
+import java.util.BitSet;
+import java.util.Comparator;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+
+public class ReferencedPriorityQueue {
+    private final ReferenceEntry entries[];
+    private final int size;
+    private final BitSet runAvail;
+    private int nItems;
+
+    private final Comparator<ReferenceEntry> comparator;
+    private final INormalizedKeyComputer nmkComputer;
+    private final int[] keyFields;
+
+    public ReferencedPriorityQueue(int initSize, Comparator<ReferenceEntry> comparator, int[] keyFields,
+            INormalizedKeyComputer nmkComputer) {
+        if (initSize < 1)
+            throw new IllegalArgumentException();
+        this.comparator = comparator;
+        this.nmkComputer = nmkComputer;
+        this.keyFields = keyFields;
+        nItems = initSize;
+        size = (initSize + 1) & 0xfffffffe;
+        entries = new ReferenceEntry[size];
+        runAvail = new BitSet(size);
+        runAvail.set(0, initSize, true);
+        for (int i = 0; i < size; i++) {
+            entries[i] = new ReferenceEntry(i, null, -1, keyFields, nmkComputer);
+        }
+    }
+
+    /**
+     * Retrieve the top entry without removing it
+     *
+     * @return the top entry
+     */
+    public ReferenceEntry peek() {
+        return entries[0];
+    }
+
+    /**
+     * compare the new entry with entries within the queue, to find a spot for
+     * this new entry
+     *
+     * @param fta
+     * @return runid of this entry
+     * @throws IOException
+     */
+    public int popAndReplace(IFrameTupleAccessor fta, int tIndex) {
+        ReferenceEntry entry = entries[0];
+        entry.setAccessor(fta);
+        entry.setTupleIndex(tIndex, keyFields, nmkComputer);
+
+        add(entry);
+        return entry.getRunid();
+    }
+
+    /**
+     * Push entry into priority queue
+     *
+     * @param e the new Entry
+     */
+    private void add(ReferenceEntry e) {
+        ReferenceEntry min = entries[0];
+        int slot = (size >> 1) + (min.getRunid() >> 1);
+
+        ReferenceEntry curr = e;
+        while (!runAvail.isEmpty() && slot > 0) {
+            int c = 0;
+            if (!runAvail.get(entries[slot].getRunid())) {
+                // run of entries[slot] is exhausted, i.e. not available, curr
+                // wins
+                c = 1;
+            } else if (entries[slot].getAccessor() != null /*
+                                                            * entries[slot] is
+                                                            * not MIN value
+                                                            */
+                    && runAvail.get(curr.getRunid() /* curr run is available */)) {
+
+                if (curr.getAccessor() != null) {
+                    c = comparator.compare(entries[slot], curr);
+                } else {
+                    // curr is MIN value, wins
+                    c = 1;
+                }
+            }
+
+            if (c <= 0) { // curr lost
+                // entries[slot] swaps up
+                ReferenceEntry tmp = entries[slot];
+                entries[slot] = curr;
+                curr = tmp;// winner to pass up
+            }// else curr wins
+            slot >>= 1;
+        }
+        // set new entries[0]
+        entries[0] = curr;
+    }
+
+    /**
+     * Pop is called only when a run is exhausted
+     *
+     * @return
+     */
+    public ReferenceEntry pop() {
+        ReferenceEntry min = entries[0];
+        runAvail.clear(min.getRunid());
+        add(min);
+        nItems--;
+        return min;
+    }
+
+    public boolean areRunsExhausted() {
+        return runAvail.isEmpty();
+    }
+
+    public int size() {
+        return nItems;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/SelectionTree.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/SelectionTree.java
new file mode 100644
index 0000000..873e8ab
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/SelectionTree.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import java.util.BitSet;
+
+public class SelectionTree {
+    private int size;
+
+    private Entry[] entries;
+
+    private int[] losers;
+
+    private BitSet available;
+
+    public SelectionTree(Entry[] e) {
+        size = (e.length + 1) & 0xfffffffe;
+        available = new BitSet(size);
+        available.set(0, e.length, true);
+        losers = new int[size];
+        entries = e;
+        for (int i = 0; i < size; ++i) {
+            losers[i] = -1;
+        }
+        for (int i = 0; i < size; ++i) {
+            int slot = (size + i) >> 1;
+
+            if (i < entries.length) {
+                available.set(i, entries[i].advance());
+            }
+            int currIdx = i;
+            while (slot > 0) {
+                int cmp = 0;
+                if (losers[slot] < 0 || currIdx < 0) {
+                    cmp = losers[slot] < 0 ? -1 : 1;
+                } else if (!available.get(losers[slot])) {
+                    cmp = 1;
+                } else if (available.get(currIdx)) {
+                    if (currIdx <= i) {
+                        cmp = entries[losers[slot]].compareTo(entries[currIdx]);
+                    } else {
+                        cmp = 1;
+                    }
+                }
+
+                if (cmp <= 0) {
+                    int tmp = losers[slot];
+                    losers[slot] = currIdx;
+                    currIdx = tmp;
+                }
+                slot >>= 1;
+            }
+            losers[0] = currIdx;
+        }
+    }
+
+    public Entry peek() {
+        if (entries.length == 0) {
+            return null;
+        }
+        return entries[losers[0]];
+    }
+
+    public void pop() {
+        int winner = losers[0];
+        int slot = (size + winner) >> 1;
+
+        boolean avail = entries[winner].advance();
+        if (!avail) {
+            entries[winner] = null;
+        }
+        available.set(winner, avail);
+        int currIdx = winner;
+        while (!available.isEmpty() && slot > 0) {
+            int cmp = 0;
+            if (!available.get(losers[slot])) {
+                cmp = 1;
+            } else if (available.get(currIdx)) {
+                cmp = entries[losers[slot]].compareTo(entries[currIdx]);
+            }
+
+            if (cmp <= 0) {
+                int tmp = losers[slot];
+                losers[slot] = currIdx;
+                currIdx = tmp;
+            }
+            slot >>= 1;
+        }
+        losers[0] = currIdx;
+    }
+
+    public interface Entry extends Comparable<Entry> {
+        public abstract boolean advance();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/StringSerializationUtils.java b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/StringSerializationUtils.java
new file mode 100644
index 0000000..7eab6c0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/main/java/org/apache/hyracks/dataflow/std/util/StringSerializationUtils.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.util;
+
+import java.util.Arrays;
+
+public class StringSerializationUtils {
+    public static String toString(Object object) {
+        if (object instanceof Object[]) {
+            return Arrays.deepToString((Object[]) object);
+        } else {
+            return String.valueOf(object);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractFramePoolTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractFramePoolTest.java
new file mode 100644
index 0000000..3e4e578
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractFramePoolTest.java
@@ -0,0 +1,144 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.BUDGET;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.MIN_FRAME_SIZE;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.NUM_MIN_FRAME;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.commonFrameManager;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertNull;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractFramePoolTest {
+    IFramePool pool;
+
+    @Test
+    public void testGetMinFrameSize() throws Exception {
+        assertEquals(MIN_FRAME_SIZE, commonFrameManager.getInitialFrameSize());
+        assertEquals(MIN_FRAME_SIZE, pool.getMinFrameSize());
+    }
+
+    @Test
+    public void testGetMemoryBudgetBytes() throws Exception {
+        assertEquals(BUDGET, pool.getMemoryBudgetBytes());
+    }
+
+    protected void testAllocateShouldFailAfterAllSpaceGetUsed() throws HyracksDataException {
+        for (int i = 0; i < NUM_MIN_FRAME; i++) {
+            assertNull(pool.allocateFrame(MIN_FRAME_SIZE));
+        }
+    }
+
+    protected HashSet<ByteBufferPtr> testAllocateAllSpacesWithMinFrames() throws HyracksDataException {
+        HashSet<ByteBufferPtr> set = new HashSet<>();
+        for (int i = 0; i < NUM_MIN_FRAME; i++) {
+            testAllocateNewBuffer(set, MIN_FRAME_SIZE);
+        }
+        return set;
+    }
+
+    protected void testAllocateNewBuffer(HashSet<ByteBufferPtr> set, int frameSize) throws HyracksDataException {
+        ByteBuffer buffer = pool.allocateFrame(frameSize);
+        assertNotNull(buffer);
+        assertEquals(buffer.capacity(), frameSize);
+        assertTrue(!set.contains(new ByteBufferPtr(buffer)));
+        set.add(new ByteBufferPtr(buffer));
+    }
+
+    /**
+     * Pool will become 1,2,3,4,5
+     *
+     * @throws HyracksDataException
+     */
+    protected Set<ByteBufferPtr> testAllocateVariableFrames() throws HyracksDataException {
+        int budget = BUDGET;
+        int allocate = 0;
+        int i = 1;
+        Set<ByteBufferPtr> set = new HashSet<>();
+        while (budget - allocate >= i * MIN_FRAME_SIZE) {
+            ByteBuffer buffer = pool.allocateFrame(i * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            set.add(new ByteBufferPtr(buffer));
+            allocate += i++ * MIN_FRAME_SIZE;
+        }
+        return set;
+    }
+
+    protected void testShouldFindTheMatchFrames(Set<?> set) throws HyracksDataException {
+        pool.reset();
+        List<Integer> list = Arrays.asList(1, 2, 3, 4, 5);
+
+        for (int i = 0; i < list.size(); i++) {
+            ByteBuffer buffer = pool.allocateFrame(list.get(i) * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            assertTrue(set.contains(new ByteBufferPtr(buffer)));
+            assertEquals(list.get(i) * MIN_FRAME_SIZE, buffer.capacity());
+        }
+        pool.reset();
+        for (int i = list.size() - 1; i >= 0; i--) {
+            ByteBuffer buffer = pool.allocateFrame(list.get(i) * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            assertTrue(set.contains(new ByteBufferPtr(buffer)));
+            assertEquals(list.get(i) * MIN_FRAME_SIZE, buffer.capacity());
+        }
+
+        Collections.shuffle(list);
+        pool.reset();
+        for (int i = 0; i < list.size(); i++) {
+            ByteBuffer buffer = pool.allocateFrame(list.get(i) * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            assertTrue(set.contains(new ByteBufferPtr(buffer)));
+            assertEquals(list.get(i) * MIN_FRAME_SIZE, buffer.capacity());
+        }
+
+    }
+
+    public static class ByteBufferPtr {
+        ByteBuffer bytebuffer;
+
+        public ByteBufferPtr(ByteBuffer buffer) {
+            bytebuffer = buffer;
+        }
+
+        @Override
+        public int hashCode() {
+            return bytebuffer.hashCode();
+        }
+
+        @Override
+        public boolean equals(Object obj) {
+            return this.bytebuffer == ((ByteBufferPtr) obj).bytebuffer;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTupleMemoryManagerTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTupleMemoryManagerTest.java
new file mode 100644
index 0000000..cdf8834
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/AbstractTupleMemoryManagerTest.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.junit.Assert.assertEquals;
+
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Random;
+
+import org.apache.hyracks.api.comm.FixedSizeFrame;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+import org.apache.hyracks.dataflow.std.sort.Utility;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+
+public abstract class AbstractTupleMemoryManagerTest {
+    ISerializerDeserializer[] fieldsSerDer = new ISerializerDeserializer[] {
+            IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() };
+    RecordDescriptor recordDescriptor = new RecordDescriptor(fieldsSerDer);
+    ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(recordDescriptor.getFieldCount());
+    FrameTupleAccessor inFTA = new FrameTupleAccessor(recordDescriptor);
+    Random random = new Random(System.currentTimeMillis());
+
+    abstract ITuplePointerAccessor getTupleAccessor();
+
+    protected void assertEachTupleInFTAIsInBuffer(Map<Integer, Integer> map, Map<TuplePointer, Integer> mapInserted) {
+        ITuplePointerAccessor accessor = getTupleAccessor();
+        for (Map.Entry<TuplePointer, Integer> entry : mapInserted.entrySet()) {
+            accessor.reset(entry.getKey());
+            int dataLength = map.get(entry.getValue());
+            assertEquals((int) entry.getValue(),
+                    IntSerDeUtils.getInt(accessor.getBuffer().array(), accessor.getAbsFieldStartOffset(0)));
+            assertEquals(dataLength, accessor.getTupleLength());
+        }
+        assertEquals(map.size(), mapInserted.size());
+    }
+
+    protected Map<Integer, Integer> prepareFixedSizeTuples(
+            int tuplePerFrame,
+            int extraMetaBytePerFrame,
+            int extraMetaBytePerRecord) throws HyracksDataException {
+        Map<Integer, Integer> dataSet = new HashMap<>();
+        ByteBuffer buffer = ByteBuffer.allocate(Common.BUDGET);
+        FixedSizeFrame frame = new FixedSizeFrame(buffer);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        appender.reset(frame, true);
+
+        int sizePerTuple = (Common.MIN_FRAME_SIZE - 1 - tuplePerFrame * 4 - 4 - extraMetaBytePerFrame) / tuplePerFrame;
+        int sizeChar =
+                sizePerTuple - extraMetaBytePerRecord - fieldsSerDer.length * 4 - 4 - 2; //2byte to write str length
+        assert (sizeChar > 0);
+        for (int i = 0; i < Common.NUM_MIN_FRAME * tuplePerFrame; i++) {
+            tupleBuilder.reset();
+            tupleBuilder.addField(fieldsSerDer[0], i);
+            tupleBuilder.addField(fieldsSerDer[1], Utility.repeatString('a', sizeChar));
+            if (!appender.append(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray(), 0,
+                    tupleBuilder.getSize())) {
+                assert false;
+            }
+            dataSet.put(i, tupleBuilder.getSize() + tupleBuilder.getFieldEndOffsets().length * 4);
+        }
+        inFTA.reset(buffer);
+        return dataSet;
+    }
+
+    protected Map<Integer, Integer> prepareVariableSizeTuples() throws HyracksDataException {
+        Map<Integer, Integer> dataSet = new HashMap<>();
+        ByteBuffer buffer = ByteBuffer.allocate(Common.BUDGET);
+        FixedSizeFrame frame = new FixedSizeFrame(buffer);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        appender.reset(frame, true);
+
+        for (int i = 0; true; i++) {
+            tupleBuilder.reset();
+            tupleBuilder.addField(fieldsSerDer[0], i);
+            tupleBuilder.addField(fieldsSerDer[1], Utility.repeatString('a', i));
+            if (!appender.append(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray(), 0,
+                    tupleBuilder.getSize())) {
+                break;
+            }
+            dataSet.put(i, tupleBuilder.getSize() + tupleBuilder.getFieldEndOffsets().length * 4);
+        }
+        inFTA.reset(buffer);
+        return dataSet;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/Common.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/Common.java
new file mode 100644
index 0000000..7389aab
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/Common.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+
+public class Common {
+    static int MIN_FRAME_SIZE = 256;
+    static int NUM_MIN_FRAME = 15;
+    static int BUDGET = NUM_MIN_FRAME * MIN_FRAME_SIZE;
+
+    static FrameManager commonFrameManager = new FrameManager(MIN_FRAME_SIZE);
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/DeletableFramePoolTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/DeletableFramePoolTest.java
new file mode 100644
index 0000000..2a84e0e
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/DeletableFramePoolTest.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.BUDGET;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.MIN_FRAME_SIZE;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.commonFrameManager;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNull;
+
+import java.util.HashSet;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DeletableFramePoolTest extends AbstractFramePoolTest {
+
+    @Before
+    public void setUp() {
+        pool = new DeallocatableFramePool(commonFrameManager, BUDGET);
+    }
+
+    DeallocatableFramePool getPool() {
+        return (DeallocatableFramePool) pool;
+    }
+
+    @Test
+    public void testAllocateBuffers() throws HyracksDataException {
+        testAllocateAllSpacesWithMinFrames();
+    }
+
+    @Test
+    public void testCanNotAllocateMore() throws HyracksDataException {
+        testAllocateAllSpacesWithMinFrames();
+        assertNull(pool.allocateFrame(MIN_FRAME_SIZE));
+    }
+
+    @Test
+    public void testReusePreAllocatedBuffer() throws HyracksDataException {
+        HashSet<ByteBufferPtr> set = testAllocateAllSpacesWithMinFrames();
+        for (ByteBufferPtr ptr : set) {
+            getPool().deAllocateBuffer(ptr.bytebuffer);
+        }
+        HashSet<ByteBufferPtr> set2 = testAllocateAllSpacesWithMinFrames();
+        assertEquals(set, set2);
+    }
+
+    @Test
+    public void testMergeCase() throws HyracksDataException {
+        HashSet<ByteBufferPtr> set = testAllocateAllSpacesWithMinFrames();
+        for (ByteBufferPtr ptr : set) {
+            getPool().deAllocateBuffer(ptr.bytebuffer);
+        }
+        set.clear();
+        int i = 1;
+        for (int sum = 0; sum + MIN_FRAME_SIZE * i <= BUDGET; i++) {
+            sum += MIN_FRAME_SIZE * i;
+            testAllocateNewBuffer(set, MIN_FRAME_SIZE * i);
+        }
+        assertNull(pool.allocateFrame(MIN_FRAME_SIZE * i));
+        for (ByteBufferPtr ptr : set) {
+            getPool().deAllocateBuffer(ptr.bytebuffer);
+        }
+        set.clear();
+        testAllocateNewBuffer(set, BUDGET);
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBestFitUsingTreeMapTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBestFitUsingTreeMapTest.java
new file mode 100644
index 0000000..992c7f6
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBestFitUsingTreeMapTest.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.junit.Assert.assertEquals;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class FrameFreeSlotBestFitUsingTreeMapTest {
+
+    static int size = 10;
+
+    FrameFreeSlotSmallestFit policy;
+
+    @Before
+    public void intial() {
+        policy = new FrameFreeSlotSmallestFit();
+    }
+
+    @Test
+    public void testAll() {
+
+        for (int i = 0; i < size; i++) {
+            policy.pushNewFrame(i, i);
+            assertEquals(i, policy.popBestFit(i));
+        }
+        assertEquals(-1, policy.popBestFit(0));
+
+        for (int i = 0; i < size; i++) {
+            policy.pushNewFrame(i, i);
+        }
+        for (int i = 0; i < size; i++) {
+            assertEquals(i, policy.popBestFit(i));
+        }
+
+    }
+
+    @Test
+    public void testReset(){
+        testAll();
+        policy.reset();
+        testAll();
+    }
+
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirstTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirstTest.java
new file mode 100644
index 0000000..88a54bd
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotBiggestFirstTest.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static junit.framework.Assert.assertEquals;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class FrameFreeSlotBiggestFirstTest {
+
+    static int size = 10;
+
+    FrameFreeSlotBiggestFirst policy;
+
+    @Before
+    public void intial() {
+        policy = new FrameFreeSlotBiggestFirst(size);
+    }
+
+    @Test
+    public void testAll() {
+
+        for (int i = 0; i < size; i++) {
+            policy.pushNewFrame(i, i);
+            assertEquals(i, policy.popBestFit(i));
+        }
+        assertEquals(-1, policy.popBestFit(0));
+
+        for (int i = 0; i < size; i++) {
+            policy.pushNewFrame(i, i);
+        }
+        for (int i = 0; i < size; i++) {
+            assertEquals(size - i - 1, policy.popBestFit(0));
+        }
+
+        for (int i = 0; i < size; i++) {
+            policy.pushNewFrame(i, i);
+        }
+        for (int i = 0; i < size / 2; i++) {
+            assertEquals(size - i - 1, policy.popBestFit(size / 2));
+        }
+        assertEquals(-1, policy.popBestFit(size / 2));
+        for (int i = 0; i < size / 2; i++) {
+            assertEquals(size / 2 - i - 1, policy.popBestFit(0));
+        }
+
+    }
+
+    @Test
+    public void testReset() {
+        testAll();
+        policy.reset();
+        testAll();
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFitTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFitTest.java
new file mode 100644
index 0000000..87b1b91
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/FrameFreeSlotLastFitTest.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Before;
+import org.junit.Test;
+
+public class FrameFreeSlotLastFitTest {
+
+    FrameFreeSlotLastFit zeroPolicy;
+    FrameFreeSlotLastFit unifiedPolicy;
+    FrameFreeSlotLastFit ascPolicy;
+    FrameFreeSlotLastFit dscPolicy;
+
+    static final int size = 10;
+    static final int medium = 5;
+
+    @Before
+    public void setUp() throws Exception {
+        zeroPolicy = new FrameFreeSlotLastFit(0);
+        unifiedPolicy = new FrameFreeSlotLastFit(size);
+        ascPolicy = new FrameFreeSlotLastFit(size);
+        dscPolicy = new FrameFreeSlotLastFit(size);
+    }
+
+    @Test
+    public void testPushAndPop() throws Exception {
+        for (int i = 0; i < size; i++) {
+            unifiedPolicy.pushNewFrame(i, medium);
+        }
+        for (int i = 0; i < size; i++) {
+            assertTrue(unifiedPolicy.popBestFit(medium) == size - i - 1);
+        }
+        assertTrue(unifiedPolicy.popBestFit(0) == -1);
+
+        for (int i = 0; i < size / 2; i++) {
+            ascPolicy.pushNewFrame(i, i);
+            assertEquals(ascPolicy.popBestFit(medium), -1);
+            dscPolicy.pushNewFrame(i, size - i - 1);
+            assertEquals(dscPolicy.popBestFit(medium), i);
+        }
+
+        for (int i = size / 2; i < size; i++) {
+            ascPolicy.pushNewFrame(i, i);
+            assertEquals(ascPolicy.popBestFit(medium), i);
+            dscPolicy.pushNewFrame(i, size - i - 1);
+            assertEquals(dscPolicy.popBestFit(medium), -1);
+        }
+
+        ascPolicy.reset();
+        for (int i = 0; i < size; i++) {
+            ascPolicy.pushNewFrame(size - i, size - i);
+        }
+
+        for (int i = 0; i < size; i++) {
+            assertEquals(size - i, ascPolicy.popBestFit(size - i));
+        }
+    }
+
+    @Test
+    public void testReset() throws Exception {
+        testPushAndPop();
+
+        zeroPolicy.reset();
+        unifiedPolicy.reset();
+        ascPolicy.reset();
+        dscPolicy.reset();
+        testPushAndPop();
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManagerTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManagerTest.java
new file mode 100644
index 0000000..ce31108
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VPartitionTupleBufferManagerTest.java
@@ -0,0 +1,159 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+import org.junit.Before;
+import org.junit.Test;
+
+public class VPartitionTupleBufferManagerTest extends AbstractTupleMemoryManagerTest {
+
+    VPartitionTupleBufferManager bufferManager;
+    final int PARTITION = 4;
+
+    @Before
+    public void setup() throws HyracksDataException {
+        IPartitionedMemoryConstrain constrain = new IPartitionedMemoryConstrain() {
+            @Override
+            public int frameLimit(int partitionId) {
+                return Integer.MAX_VALUE;
+            }
+        };
+        bufferManager = new VPartitionTupleBufferManager(Common.commonFrameManager, constrain, PARTITION,
+                Common.BUDGET);
+    }
+
+    @Test
+    public void testGetNumPartitions() throws Exception {
+        assertEquals(PARTITION, bufferManager.getNumPartitions());
+    }
+
+    @Test
+    public void testGetNumTuples() throws Exception {
+        testNumTuplesAndSizeIsZero();
+    }
+
+    @Test
+    public void testInsertToFull() throws HyracksDataException {
+        Map<Integer, Integer> inMap = prepareFixedSizeTuples(10, 0, 0);
+        for (int pid = 0; pid < PARTITION; pid++) {
+            assertInsertOnePartitionToFull(pid, inMap);
+            bufferManager.reset();
+        }
+    }
+
+    @Test
+    public void testInsertClearSequence() throws HyracksDataException {
+        Map<Integer, Integer> inMap = prepareFixedSizeTuples(10, 0, 0);
+        for (int pid = 0; pid < PARTITION; pid++) {
+            assertInsertOnePartitionToFull(pid, inMap);
+            bufferManager.reset();
+        }
+    }
+
+    private void assertInsertOnePartitionToFull(int pid, Map<Integer, Integer> inMap) throws HyracksDataException {
+        testNumTuplesAndSizeIsZero();
+
+        Map<TuplePointer, Integer> outMap = testInsertOnePartitionToFull(pid);
+        assertEquals(outMap.size(), bufferManager.getNumTuples(pid));
+        assertEquals(Common.BUDGET, bufferManager.getPhysicalSize(pid));
+        testCanNotInsertToAnyPartitions();
+        assertEachTupleInFTAIsInBuffer(inMap, outMap);
+
+    }
+
+    private void testCanNotInsertToAnyPartitions() throws HyracksDataException {
+        for (int i = 0; i < PARTITION; i++) {
+            assertFalse(bufferManager.insertTuple(i, tupleBuilder.getByteArray(), tupleBuilder.getFieldEndOffsets(), 0,
+                    tupleBuilder.getSize(), null));
+        }
+    }
+
+    private Map<TuplePointer, Integer> testInsertOnePartitionToFull(int idpart) throws HyracksDataException {
+        Map<TuplePointer, Integer> tuplePointerIntegerMap = new HashMap<>();
+
+        for (int i = 0; i < inFTA.getTupleCount(); i++) {
+            TuplePointer tuplePointer = new TuplePointer();
+            copyDataToTupleBuilder(inFTA, i, tupleBuilder);
+            if (!bufferManager.insertTuple(idpart, tupleBuilder.getByteArray(), tupleBuilder.getFieldEndOffsets(), 0,
+                    tupleBuilder.getSize(), tuplePointer)) {
+                assert false;
+            }
+            tuplePointerIntegerMap.put(tuplePointer,
+                    IntSerDeUtils.getInt(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(i, 0)));
+        }
+        return tuplePointerIntegerMap;
+
+    }
+
+    private static void copyDataToTupleBuilder(FrameTupleAccessor inFTA, int tid, ArrayTupleBuilder tupleBuilder)
+            throws HyracksDataException {
+        tupleBuilder.reset();
+        for (int fid = 0; fid < inFTA.getFieldCount(); fid++) {
+            tupleBuilder.addField(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(tid, fid),
+                    inFTA.getFieldLength(tid, fid));
+        }
+    }
+
+    private void testNumTuplesAndSizeIsZero() {
+        for (int i = 0; i < bufferManager.getNumPartitions(); ++i) {
+            assertEquals(0, bufferManager.getNumTuples(i));
+            assertEquals(0, bufferManager.getPhysicalSize(0));
+        }
+    }
+
+    @Test
+    public void testClearPartition() throws Exception {
+
+        Map<Integer, Integer> inMap = prepareFixedSizeTuples(10, 0, 0);
+        for (int pid = 0; pid < PARTITION; pid++) {
+            assertInsertOnePartitionToFull(pid, inMap);
+            assertClearFullPartitionIsTheSameAsReset();
+        }
+    }
+
+    private void assertClearFullPartitionIsTheSameAsReset() throws HyracksDataException {
+        for (int i = 0; i < PARTITION; i++) {
+            bufferManager.clearPartition(i);
+        }
+        testNumTuplesAndSizeIsZero();
+    }
+
+    @Test
+    public void testClose() throws Exception {
+        testInsertToFull();
+        bufferManager.close();
+    }
+
+    @Override
+    ITuplePointerAccessor getTupleAccessor() {
+        return bufferManager.getTupleAccessor(recordDescriptor);
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePoolTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePoolTest.java
new file mode 100644
index 0000000..8dbe1f0
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramePoolTest.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.BUDGET;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.MIN_FRAME_SIZE;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.NUM_MIN_FRAME;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.commonFrameManager;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertNull;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.Set;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class VariableFramePoolTest extends AbstractFramePoolTest {
+
+    @Before
+    public void setUp() throws Exception {
+        pool = new VariableFramePool(commonFrameManager, BUDGET);
+    }
+
+    @Test
+    public void testAllocateUniformFrameShouldSuccess() throws Exception {
+        testAllocateAllSpacesWithMinFrames();
+        testAllocateShouldFailAfterAllSpaceGetUsed();
+        pool.reset();
+        testAllocateAllSpacesWithMinFrames();
+        pool.close();
+    }
+
+    @Test
+    public void testResetShouldReuseExistingFrames() throws HyracksDataException {
+        Set<?> set1 = testAllocateAllSpacesWithMinFrames();
+        pool.reset();
+        Set<?> set2 = testAllocateAllSpacesWithMinFrames();
+        assertEquals(set1, set2);
+        pool.close();
+    }
+
+    @Test
+    public void testCloseShouldNotReuseExistingFrames() throws HyracksDataException {
+        Set<?> set1 = testAllocateAllSpacesWithMinFrames();
+        pool.close();
+        Set<?> set2 = testAllocateAllSpacesWithMinFrames();
+        assertFalse(set1.equals(set2));
+        pool.close();
+    }
+
+    @Test
+    public void testShouldReturnLargerFramesIfFitOneIsUsed() throws HyracksDataException {
+        Set<?> set = testAllocateVariableFrames();
+        pool.reset();
+        testShouldFindTheMatchFrames(set);
+        pool.reset();
+
+        // allocate seq: 1, 1, 2, 3, 4
+        ByteBuffer placeBuffer = pool.allocateFrame(MIN_FRAME_SIZE);
+        assertTrue(set.contains(new ByteBufferPtr(placeBuffer)));
+        for (int i = 1; i <= 4; i++) {
+            ByteBuffer buffer = pool.allocateFrame(i * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            assertTrue(set.contains(new ByteBufferPtr(buffer)));
+        }
+        assertNull(pool.allocateFrame(MIN_FRAME_SIZE));
+        pool.close();
+    }
+
+    @Test
+    public void testShouldMergeIfNoLargerFrames() throws HyracksDataException {
+        Set<?> set = testAllocateAllSpacesWithMinFrames();
+        pool.reset();
+        int chunks = 5;
+        for (int i = 0; i < NUM_MIN_FRAME; i += chunks) {
+            ByteBuffer buffer = pool.allocateFrame(chunks * MIN_FRAME_SIZE);
+            assertNotNull(buffer);
+            assertTrue(!set.contains(new ByteBufferPtr(buffer)));
+        }
+    }
+
+    @Test
+    public void testUseMiddleSizeFrameAndNeedToMergeSmallAndBigger() throws HyracksDataException {
+        Set<?> set = testAllocateVariableFrames();
+        pool.reset();
+        // allocate seq: 3, 6, 1;
+        ByteBuffer buffer = pool.allocateFrame(3 * MIN_FRAME_SIZE);
+        assertTrue(set.contains(new ByteBufferPtr(buffer)));
+        buffer = pool.allocateFrame(6 * MIN_FRAME_SIZE);
+        assertFalse(set.contains(new ByteBufferPtr(buffer)));
+        buffer = pool.allocateFrame(1 * MIN_FRAME_SIZE);
+        assertTrue(set.contains(new ByteBufferPtr(buffer)));
+        assertEquals(5 * MIN_FRAME_SIZE, buffer.capacity());
+        pool.reset();
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramesMemoryManagerTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramesMemoryManagerTest.java
new file mode 100644
index 0000000..9d4a9a1
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableFramesMemoryManagerTest.java
@@ -0,0 +1,175 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.BUDGET;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.MIN_FRAME_SIZE;
+import static org.apache.hyracks.dataflow.std.buffermanager.Common.NUM_MIN_FRAME;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Random;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.comm.FixedSizeFrame;
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+
+public class VariableFramesMemoryManagerTest {
+    VariableFrameMemoryManager framesMemoryManager;
+    FrameTupleAccessor fta;
+    Random random;
+    List<IFrame> frameList;
+
+    @Before
+    public void setUp() throws Exception {
+        VariableFramePool framePool = new VariableFramePool(Common.commonFrameManager, BUDGET);
+        FrameFreeSlotLastFit policy = new FrameFreeSlotLastFit(NUM_MIN_FRAME);
+        framesMemoryManager = new VariableFrameMemoryManager(framePool, policy);
+        RecordDescriptor recordDescriptor = new RecordDescriptor(new ISerializerDeserializer[] { null });
+        fta = new FrameTupleAccessor(recordDescriptor);
+        random = new Random(System.currentTimeMillis());
+        frameList = new ArrayList<>();
+    }
+
+    @Test
+    public void testNormalIncomingFrames() throws HyracksDataException {
+        HashMap<Integer, Integer> tupleSet = prepareTuples();
+        for (IFrame frame : frameList) {
+            assertTrue(framesMemoryManager.insertFrame(frame.getBuffer()) >= 0);
+        }
+        assertEquals(NUM_MIN_FRAME, framesMemoryManager.getNumFrames());
+        assertEveryTupleInFTAIsInFrameMemoryManager(tupleSet, framesMemoryManager);
+    }
+
+    @Test
+    public void testRandomTuplesAreAllStoredInBuffer() throws HyracksDataException {
+        Map<Integer, Integer> tupleSet = prepareRandomTuples();
+        for (IFrame frame : frameList) {
+            if (framesMemoryManager.insertFrame(frame.getBuffer()) < 0) {
+                fta.reset(frame.getBuffer());
+                for (int i = 0; i < fta.getTupleCount(); ++i) {
+                    int id = parseTuple(fta.getBuffer(),
+                            fta.getTupleStartOffset(i) + fta.getFieldStartOffset(i, 0) + fta.getFieldSlotsLength());
+                    tupleSet.remove(id);
+                    //                    System.out.println(
+                    //                            "can't appended id:" + id + ",frameSize:" + frame.getInitialFrameSize());
+                }
+            }
+        }
+        assertEveryTupleInFTAIsInFrameMemoryManager(tupleSet, framesMemoryManager);
+        framesMemoryManager.reset();
+    }
+
+    @Test
+    public void testResetShouldWork() throws HyracksDataException {
+        testNormalIncomingFrames();
+        framesMemoryManager.reset();
+        testRandomTuplesAreAllStoredInBuffer();
+        framesMemoryManager.reset();
+        testRandomTuplesAreAllStoredInBuffer();
+    }
+
+    @Test
+    public void testCloseShouldAlsoWork() throws HyracksDataException {
+        testRandomTuplesAreAllStoredInBuffer();
+        framesMemoryManager.close();
+        testRandomTuplesAreAllStoredInBuffer();
+        framesMemoryManager.close();
+        testRandomTuplesAreAllStoredInBuffer();
+    }
+
+    private HashMap<Integer, Integer> prepareRandomTuples() throws HyracksDataException {
+        frameList.clear();
+        HashMap<Integer, Integer> set = new HashMap<>(NUM_MIN_FRAME);
+        int[] fieldSlot = { 0 };
+        int id = 0;
+        int size = 0;
+        while (size < BUDGET) {
+            int tupleLength = random.nextInt(BUDGET / 3) + 4;
+            IFrame frame = new FixedSizeFrame(Common.commonFrameManager
+                    .allocateFrame(FrameHelper.calcAlignedFrameSizeToStore(1, tupleLength, MIN_FRAME_SIZE)));
+            IFrameTupleAppender appender = new FrameTupleAppender();
+            appender.reset(frame, true);
+            //            System.out.println("id:" + id + ",frameSize:" + frame.getInitialFrameSize() / MIN_FRAME_SIZE);
+            ByteBuffer buffer = ByteBuffer.allocate(tupleLength);
+            buffer.putInt(0, id);
+            assertTrue(appender.append(fieldSlot, buffer.array(), 0, buffer.capacity()));
+            set.put(id++, tupleLength);
+            size += frame.getFrameSize();
+            frameList.add(frame);
+        }
+        return set;
+    }
+
+    private HashMap<Integer, Integer> prepareTuples() throws HyracksDataException {
+        frameList.clear();
+        HashMap<Integer, Integer> set = new HashMap<>(NUM_MIN_FRAME);
+        for (int i = 0; i < NUM_MIN_FRAME; ++i) {
+            IFrame frame = new FixedSizeFrame(Common.commonFrameManager.allocateFrame(MIN_FRAME_SIZE));
+            IFrameTupleAppender appender = new FrameTupleAppender();
+            appender.reset(frame, true);
+
+            int[] fieldSlot = { 0 };
+            ByteBuffer buffer = ByteBuffer.allocate(MIN_FRAME_SIZE / 2);
+            buffer.putInt(0, i);
+            appender.append(fieldSlot, buffer.array(), 0, buffer.capacity());
+            set.put(i, buffer.capacity());
+            frameList.add(frame);
+        }
+        return set;
+    }
+
+    private void assertEveryTupleInFTAIsInFrameMemoryManager(Map<Integer, Integer> tupleSet,
+            VariableFrameMemoryManager framesMemoryManager) {
+        BufferInfo info = new BufferInfo(null, -1, -1);
+        for (int i = 0; i < framesMemoryManager.getNumFrames(); ++i) {
+            framesMemoryManager.getFrame(i, info);
+            fta.reset(info.getBuffer(), info.getStartOffset(), info.getLength());
+            for (int t = 0; t < fta.getTupleCount(); t++) {
+                int id = parseTuple(fta.getBuffer(), fta.getTupleStartOffset(t) + fta.getFieldSlotsLength() + fta
+                        .getFieldStartOffset(t, 0));
+                //                System.out.println("frameid:" + i + ",tuple:" + t + ",has id:" + id + ",length:" +
+                //                        (fta.getTupleEndOffset(t) - fta.getTupleStartOffset(t) - fta.getFieldSlotsLength()));
+                assertTrue(tupleSet.remove(id) == fta.getTupleEndOffset(t) - fta.getTupleStartOffset(t) - fta
+                        .getFieldSlotsLength());
+            }
+        }
+        assertTrue(tupleSet.isEmpty());
+    }
+
+    private int parseTuple(ByteBuffer buffer, int fieldStartOffset) {
+        return buffer.getInt(fieldStartOffset);
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableTupleMemoryManagerTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableTupleMemoryManagerTest.java
new file mode 100644
index 0000000..036cd41
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/buffermanager/VariableTupleMemoryManagerTest.java
@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.buffermanager;
+
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.Map;
+
+import org.apache.hyracks.api.comm.FixedSizeFrame;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+import org.apache.hyracks.dataflow.std.structures.TuplePointer;
+import org.junit.Before;
+import org.junit.Test;
+
+public class VariableTupleMemoryManagerTest extends AbstractTupleMemoryManagerTest {
+    VariableDeletableTupleMemoryManager tupleMemoryManager;
+    final int EXTRA_BYTES_FOR_DELETABLE_FRAME = 4;
+
+    @Before
+    public void setup() {
+        VariableFramePool framePool = new VariableFramePool(Common.commonFrameManager, Common.BUDGET);
+        tupleMemoryManager = new VariableDeletableTupleMemoryManager(framePool, recordDescriptor);
+    }
+
+    @Test
+    public void testInsertTupleToMemoryManager() throws HyracksDataException {
+        int iTuplePerFrame = 3;
+        Map<Integer, Integer> mapPrepare = prepareFixedSizeTuples(iTuplePerFrame, EXTRA_BYTES_FOR_DELETABLE_FRAME, 0);
+        Map<TuplePointer, Integer> mapInserted = insertInFTAToBufferShouldAllSuccess();
+        assertEachTupleInFTAIsInBuffer(mapPrepare, mapInserted);
+    }
+
+    @Test
+    public void testReset() throws HyracksDataException {
+        testInsertVariableSizeTupleToMemoryManager();
+        tupleMemoryManager.reset();
+        testInsertTupleToMemoryManager();
+        tupleMemoryManager.reset();
+        testInsertVariableSizeTupleToMemoryManager();
+    }
+
+    @Test
+    public void testDeleteTupleInMemoryManager() throws HyracksDataException {
+        int iTuplePerFrame = 3;
+        Map<Integer, Integer> mapPrepare = prepareFixedSizeTuples(iTuplePerFrame, EXTRA_BYTES_FOR_DELETABLE_FRAME, 0);
+        Map<TuplePointer, Integer> mapInserted = insertInFTAToBufferShouldAllSuccess();
+        deleteRandomSelectedTuples(mapPrepare, mapInserted, 1);
+        assertEachTupleInFTAIsInBuffer(mapPrepare, mapInserted);
+    }
+
+    @Test
+    public void testReOrganizeSpace() throws HyracksDataException {
+        int iTuplePerFrame = 3;
+        Map<Integer, Integer> mapPrepare = prepareFixedSizeTuples(iTuplePerFrame, EXTRA_BYTES_FOR_DELETABLE_FRAME, 0);
+        Map<Integer, Integer> copyMap = new HashMap<>(mapPrepare);
+        Map<TuplePointer, Integer> mapInserted = insertInFTAToBufferShouldAllSuccess();
+        ByteBuffer buffer = deleteRandomSelectedTuples(mapPrepare, mapInserted, mapPrepare.size() / 2);
+        inFTA.reset(buffer);
+        //The deletable frame buffer will keep the deleted slot untouched, which will take more space.
+        // the reason is to not reuse the same TuplePointer outside.
+        Map<TuplePointer, Integer> mapInserted2 = insertInFTAToBufferMayNotAllSuccess();
+        assertTrue(mapInserted2.size() > 0);
+    }
+
+    @Test
+    public void testReOrganizeVariableSizeTuple() throws HyracksDataException {
+        Map<Integer, Integer> map = prepareVariableSizeTuples();
+        Map<TuplePointer, Integer> mapInserted = insertInFTAToBufferCouldFailForLargerTuples(map);
+        Map<Integer, Integer> copyMap = new HashMap<>(map);
+
+        ByteBuffer buffer = deleteRandomSelectedTuples(map, mapInserted, map.size() / 2);
+        inFTA.reset(buffer);
+
+        Map<TuplePointer, Integer> mapInserted2 = insertInFTAToBufferCouldFailForLargerTuples(copyMap);
+        Map<TuplePointer, Integer> mergedMap = new HashMap<>(mapInserted);
+        mergedMap.putAll(mapInserted2);
+
+        assertEachTupleInFTAIsInBuffer(copyMap, mergedMap);
+    }
+
+    @Test
+    public void testInsertVariableSizeTupleToMemoryManager() throws HyracksDataException {
+        Map<Integer, Integer> map = prepareVariableSizeTuples();
+        Map<TuplePointer, Integer> mapInserted = insertInFTAToBufferCouldFailForLargerTuples(map);
+        assertEachTupleInFTAIsInBuffer(map, mapInserted);
+    }
+
+    @Override
+    ITuplePointerAccessor getTupleAccessor() {
+        return tupleMemoryManager.createTupleAccessor();
+    }
+
+    private Map<TuplePointer, Integer> insertInFTAToBufferShouldAllSuccess() throws HyracksDataException {
+        Map<TuplePointer, Integer> tuplePointerIntegerMap = new HashMap<>();
+        for (int i = 0; i < inFTA.getTupleCount(); i++) {
+            TuplePointer tuplePointer = new TuplePointer();
+            assertTrue(tupleMemoryManager.insertTuple(inFTA, i, tuplePointer));
+            tuplePointerIntegerMap.put(tuplePointer,
+                    IntSerDeUtils.getInt(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(i, 0)));
+        }
+        return tuplePointerIntegerMap;
+    }
+
+    private Map<TuplePointer, Integer> insertInFTAToBufferMayNotAllSuccess() throws HyracksDataException {
+        Map<TuplePointer, Integer> tuplePointerIntegerMap = new HashMap<>();
+        for (int i = 0; i < inFTA.getTupleCount(); i++) {
+            TuplePointer tuplePointer = new TuplePointer();
+            if (!tupleMemoryManager.insertTuple(inFTA, i, tuplePointer)) {
+                break;
+            }
+            tuplePointerIntegerMap.put(tuplePointer,
+                    IntSerDeUtils.getInt(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(i, 0)));
+        }
+        return tuplePointerIntegerMap;
+    }
+
+    private Map<TuplePointer, Integer> insertInFTAToBufferCouldFailForLargerTuples(Map<Integer, Integer> map)
+            throws HyracksDataException {
+        Map<TuplePointer, Integer> tuplePointerIdMap = new HashMap<>();
+        int i = 0;
+        for (; i < inFTA.getTupleCount(); i++) {
+            TuplePointer tuplePointer = new TuplePointer();
+            if (!tupleMemoryManager.insertTuple(inFTA, i, tuplePointer)) {
+                break;
+            }
+            tuplePointerIdMap.put(tuplePointer,
+                    IntSerDeUtils.getInt(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(i, 0)));
+        }
+        for (; i < inFTA.getTupleCount(); i++) {
+            map.remove(IntSerDeUtils.getInt(inFTA.getBuffer().array(), inFTA.getAbsoluteFieldStartOffset(i, 0)));
+        }
+        return tuplePointerIdMap;
+    }
+
+    private ByteBuffer deleteRandomSelectedTuples(Map<Integer, Integer> map, Map<TuplePointer, Integer> mapInserted,
+            int minNumOfRecordTobeDeleted)
+            throws HyracksDataException {
+        ByteBuffer buffer = ByteBuffer.allocate(Common.BUDGET);
+        FixedSizeFrame frame = new FixedSizeFrame(buffer);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        appender.reset(frame, true);
+
+        assert (minNumOfRecordTobeDeleted < mapInserted.size());
+        int countDeleted = minNumOfRecordTobeDeleted + random.nextInt(mapInserted.size() - minNumOfRecordTobeDeleted);
+
+        ITuplePointerAccessor accessor = tupleMemoryManager.createTupleAccessor();
+        for (int i = 0; i < countDeleted; i++) {
+            Iterator<Map.Entry<TuplePointer, Integer>> iter = mapInserted.entrySet().iterator();
+            assert (iter.hasNext());
+            Map.Entry<TuplePointer, Integer> pair = iter.next();
+            accessor.reset(pair.getKey());
+            appender.append(accessor.getBuffer().array(), accessor.getTupleStartOffset(), accessor.getTupleLength());
+            map.remove(pair.getValue());
+            tupleMemoryManager.deleteTuple(pair.getKey());
+            iter.remove();
+        }
+        return buffer;
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/file/CursorTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/file/CursorTest.java
new file mode 100644
index 0000000..c067313
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/file/CursorTest.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.file;
+
+import java.io.BufferedReader;
+import java.io.FileInputStream;
+import java.io.IOException;
+import java.io.InputStreamReader;
+import java.nio.charset.StandardCharsets;
+import java.nio.file.Paths;
+
+import org.junit.Assert;
+
+import junit.framework.Test;
+import junit.framework.TestCase;
+import junit.framework.TestSuite;
+
+public class CursorTest extends TestCase {
+
+    /**
+     * Create the test case
+     *
+     * @param testName
+     *            name of the test case
+     */
+    public CursorTest(final String testName) {
+        super(testName);
+    }
+
+    /**
+     * @return the suite of tests being tested
+     */
+    public static Test suite() {
+        return new TestSuite(CursorTest.class);
+    }
+
+    /**
+     *
+     */
+    public void test() {
+        FileInputStream in = null;
+        BufferedReader reader = null;
+        try {
+            in = new FileInputStream(
+                    Paths.get(getClass().getResource("/data/beer.txt").toURI()).toAbsolutePath().toString());
+            reader = new BufferedReader(new InputStreamReader(in, StandardCharsets.UTF_8));
+            // skip header
+            final FieldCursorForDelimitedDataParser cursor = new FieldCursorForDelimitedDataParser(reader, ',', '"');
+            // get number of fields from header (first record is header)
+            cursor.nextRecord();
+            int numOfFields = 0;
+            int expectedNumberOfRecords = 7307;
+            while (cursor.nextField()) {
+                numOfFields++;
+            }
+
+            int recordNumber = 0;
+            while (cursor.nextRecord()) {
+                int fieldNumber = 0;
+                while (cursor.nextField()) {
+                    if (cursor.isDoubleQuoteIncludedInThisField) {
+                        cursor.eliminateDoubleQuote(cursor.buffer, cursor.fStart, cursor.fEnd - cursor.fStart);
+                        cursor.fEnd -= cursor.doubleQuoteCount;
+                    }
+                    fieldNumber++;
+                }
+                if ((fieldNumber > numOfFields) || (fieldNumber < numOfFields)) {
+                    System.err.println("Test case failed. Expected number of fields in each record is " + numOfFields
+                            + " and record number " + recordNumber + " was found to have " + fieldNumber);
+                    Assert.assertTrue(false);
+                }
+                recordNumber++;
+            }
+            if (recordNumber != expectedNumberOfRecords) {
+                System.err.println("Test case failed. Expected number of records is " + expectedNumberOfRecords
+                        + " and records was found to be " + recordNumber);
+                Assert.assertTrue(false);
+            } else {
+                System.err.println("TEST PASSED: " + recordNumber + " were lexed successfully.");
+            }
+        } catch (final Exception e) {
+            e.printStackTrace();
+            assert (false);
+        } finally {
+            try {
+                reader.close();
+            } catch (final IOException e) {
+                e.printStackTrace();
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/Utility.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/Utility.java
new file mode 100644
index 0000000..5e0f986
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/Utility.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort;
+
+public class Utility {
+
+    public static String repeatString(char ch, int times) {
+        return new String(new char[times]).replace('\0', ch);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppenderTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppenderTest.java
new file mode 100644
index 0000000..863f778
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/sort/util/DeletableFrameTupleAppenderTest.java
@@ -0,0 +1,238 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.sort.util;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+
+import org.apache.commons.lang3.ArrayUtils;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.IntSerDeUtils;
+import org.apache.hyracks.dataflow.std.sort.Utility;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.junit.Before;
+import org.junit.Test;
+
+public class DeletableFrameTupleAppenderTest {
+    DeletableFrameTupleAppender appender;
+    ISerializerDeserializer[] fields = new ISerializerDeserializer[] {
+            IntegerSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(),
+    };
+    RecordDescriptor recordDescriptor = new RecordDescriptor(fields);
+    ArrayTupleBuilder builder = new ArrayTupleBuilder(recordDescriptor.getFieldCount());
+    static final char TEST_CH = 'x';
+
+    int cap = 256;
+
+    @Before
+    public void initial() throws HyracksDataException {
+        appender = new DeletableFrameTupleAppender(recordDescriptor);
+    }
+
+    @Test
+    public void testClear() throws Exception {
+        ByteBuffer buffer = ByteBuffer.allocate(cap);
+        appender.clear(buffer);
+        assertTrue(appender.getBuffer() == buffer);
+        assertTrue(appender.getTupleCount() == 0);
+        assertTrue(appender.getContiguousFreeSpace() == cap - 4 - 4);
+    }
+
+    ByteBuffer makeAFrame(int capacity, int count, int deletedBytes) throws HyracksDataException {
+        ByteBuffer buffer = ByteBuffer.allocate(capacity);
+        int metaOffset = capacity - 4;
+        buffer.putInt(metaOffset, deletedBytes);
+        metaOffset -= 4;
+        buffer.putInt(metaOffset, count);
+        metaOffset -= 4;
+        for (int i = 0; i < count; i++, metaOffset -= 4) {
+            makeARecord(builder, i);
+            for (int x = 0; x < builder.getFieldEndOffsets().length; x++) {
+                buffer.putInt(builder.getFieldEndOffsets()[x]);
+            }
+            buffer.put(builder.getByteArray(), 0, builder.getSize());
+            assert (metaOffset > buffer.position());
+            buffer.putInt(metaOffset, buffer.position());
+
+        }
+        return buffer;
+    }
+
+    void makeARecord(ArrayTupleBuilder builder, int i) throws HyracksDataException {
+        builder.reset();
+        builder.addField(fields[0], i + 1);
+        builder.addField(fields[1], Utility.repeatString(TEST_CH, i + 1));
+    }
+
+    int assertTupleIsExpected(int i, int dataOffset) {
+        int lenStrMeta = UTF8StringUtil.getNumBytesToStoreLength(i);
+        int tupleLength = 2 * 4 + 4 + lenStrMeta + i + 1;
+        assertEquals(dataOffset, appender.getTupleStartOffset(i));
+        assertEquals(tupleLength, appender.getTupleLength(i));
+
+        assertEquals(dataOffset + 2 * 4, appender.getAbsoluteFieldStartOffset(i, 0));
+        assertEquals(4, appender.getFieldLength(i, 0));
+        assertEquals(i + 1,
+                IntSerDeUtils.getInt(appender.getBuffer().array(), appender.getAbsoluteFieldStartOffset(i, 0)));
+        assertEquals(dataOffset + 2 * 4 + 4, appender.getAbsoluteFieldStartOffset(i, 1));
+        assertEquals(lenStrMeta + i + 1, appender.getFieldLength(i, 1));
+        return tupleLength;
+    }
+
+    @Test
+    public void testReset() throws Exception {
+        ByteBuffer buffer = ByteBuffer.allocate(cap);
+        appender.reset(buffer);
+        assertTrue(appender.getBuffer() == buffer);
+        assertTrue(appender.getTupleCount() == 0);
+        assertTrue(appender.getContiguousFreeSpace() == cap - 4 - 4);
+
+        int count = 10;
+        int deleted = 7;
+        buffer = makeAFrame(cap, count, deleted);
+        int pos = buffer.position();
+        appender.reset(buffer);
+        assertTrue(appender.getBuffer() == buffer);
+        assertTrue(appender.getTupleCount() == count);
+        assertTrue(appender.getContiguousFreeSpace() == cap - 4 - 4 - count * 4 - pos);
+        assertTrue(appender.getTotalFreeSpace() == appender.getContiguousFreeSpace() + deleted);
+
+        int dataOffset = 0;
+        for (int i = 0; i < count; i++) {
+            dataOffset += assertTupleIsExpected(i, dataOffset);
+        }
+    }
+
+    @Test
+    public void testAppend() throws Exception {
+        int count = 10;
+        ByteBuffer bufferRead = makeAFrame(cap, count, 0);
+        DeletableFrameTupleAppender accessor = new DeletableFrameTupleAppender(recordDescriptor);
+        accessor.reset(bufferRead);
+        ByteBuffer bufferWrite = ByteBuffer.allocate(cap);
+        appender.clear(bufferWrite);
+        for (int i = 0; i < accessor.getTupleCount(); i++) {
+            appender.append(accessor, i);
+        }
+        for (int i = 0; i < bufferRead.capacity(); i++) {
+            assertEquals(bufferRead.get(i), bufferWrite.get(i));
+        }
+    }
+
+    @Test
+    public void testDelete() throws Exception {
+        int count = 10;
+        int deleteSpace = 0;
+        ByteBuffer buffer = makeAFrame(cap, count, deleteSpace);
+        appender.reset(buffer);
+
+        int freeSpace = appender.getContiguousFreeSpace();
+        for (int i = 0; i < appender.getTupleCount(); i++) {
+            deleteSpace += assertDeleteSucceed(i, freeSpace, deleteSpace);
+            int innerOffset = deleteSpace;
+            for (int j = i + 1; j < appender.getTupleCount(); j++) {
+                innerOffset += assertTupleIsExpected(j, innerOffset);
+            }
+        }
+    }
+
+    @Test
+    public void testResetAfterDelete() throws Exception {
+        testDelete();
+        appender.reset(appender.getBuffer());
+        assertEquals(cap - appender.getTupleCount() * 4 - 4 - 4, appender.getTotalFreeSpace());
+
+    }
+
+    int assertDeleteSucceed(int i, int freeSpaceBeforeDelete, int deleteSpace) {
+        int startOffset = appender.getTupleStartOffset(i);
+        int endOffset = appender.getTupleEndOffset(i);
+        int tupleLength = appender.getTupleLength(i);
+
+        appender.delete(i);
+
+        assertEquals(startOffset, appender.getTupleStartOffset(i));
+        assertEquals(-endOffset, appender.getTupleEndOffset(i));
+        assertEquals(-tupleLength, appender.getTupleLength(i));
+        assertEquals(freeSpaceBeforeDelete, appender.getContiguousFreeSpace());
+        assertEquals(deleteSpace + tupleLength + freeSpaceBeforeDelete, appender.getTotalFreeSpace());
+        return tupleLength;
+    }
+
+    @Test
+    public void testAppendAndDelete() throws Exception {
+        int cap = 1024;
+        int count = 10;
+        int deleteSpace = 0;
+        ByteBuffer buffer = makeAFrame(cap, count, deleteSpace);
+        int dataOffset = buffer.position();
+        appender.reset(buffer);
+
+        int freeSpace = appender.getContiguousFreeSpace();
+        int[] deleteSet = new int[] { 1, 3, 5 };
+        for (int i = 0; i < deleteSet.length; i++) {
+            deleteSpace += assertDeleteSucceed(deleteSet[i], freeSpace, deleteSpace);
+        }
+
+        ByteBuffer bufferRead = makeAFrame(cap, count * 2, 0);
+        DeletableFrameTupleAppender accessor = new DeletableFrameTupleAppender(recordDescriptor);
+        accessor.reset(bufferRead);
+
+        for (int i = count; i < accessor.getTupleCount(); i++) {
+            int id = appender.append(accessor, i);
+            dataOffset += assertTupleIsExpected(i, dataOffset);
+            assertEquals(i, id);
+        }
+
+        appender.reOrganizeBuffer();
+        dataOffset = 0;
+        for (int i = 0; i < appender.getTupleCount(); i++) {
+            if (ArrayUtils.contains(deleteSet, i)) {
+                continue;
+            }
+            dataOffset += assertTupleIsExpected(i, dataOffset);
+        }
+    }
+
+    @Test
+    public void testReOrganizeBuffer() throws Exception {
+        int count = 10;
+        testDelete();
+        appender.reOrganizeBuffer();
+        ByteBuffer bufferRead = makeAFrame(cap, count, 0);
+        DeletableFrameTupleAppender accessor = new DeletableFrameTupleAppender(recordDescriptor);
+        accessor.reset(bufferRead);
+        for (int i = 0; i < accessor.getTupleCount(); i++) {
+            appender.append(accessor, i);
+        }
+        for (int i = 0; i < bufferRead.capacity(); i++) {
+            assertEquals(bufferRead.get(i), appender.getBuffer().get(i));
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/AbstracHeapTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/AbstracHeapTest.java
new file mode 100644
index 0000000..56108ea
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/AbstracHeapTest.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.util.Random;
+
+public class AbstracHeapTest {
+    Random random = new Random(System.currentTimeMillis());
+
+    class IntFactory implements IResetableComparableFactory<Int> {
+        @Override
+        public IResetableComparable<Int> createResetableComparable() {
+            return new Int();
+        }
+    }
+
+    class Int implements IResetableComparable<Int> {
+        int i;
+
+        public Int() {
+            i = 0;
+        }
+
+        public Int(int i) {
+            this.i = i;
+        }
+
+        @Override
+        public void reset(Int other) {
+            i = other.i;
+        }
+
+        @Override
+        public int compareTo(Int o) {
+            return Integer.compare(i, o.i);
+        }
+    }
+
+    protected void assertGetMinHeapIsSorted(IMinHeap minHeap) {
+        int count = minHeap.getNumEntries();
+        Int minI = new Int();
+        Int peekI = new Int();
+        int preI = Integer.MIN_VALUE;
+        while (!minHeap.isEmpty()) {
+            count--;
+            minHeap.peekMin(peekI);
+            minHeap.getMin(minI);
+            assertTrue(peekI.compareTo(minI) == 0);
+            assertTrue(preI <= minI.i);
+            preI = minI.i;
+        }
+        assertEquals(0, count);
+    }
+
+    protected void assertGetMaxHeapIsSorted(IMaxHeap maxHeap) {
+        int count = maxHeap.getNumEntries();
+        Int maxI = new Int();
+        Int peekI = new Int();
+        int preI = Integer.MAX_VALUE;
+        while (!maxHeap.isEmpty()) {
+            count--;
+            maxHeap.peekMax(peekI);
+            maxHeap.getMax(maxI);
+            assertTrue(peekI.compareTo(maxI) == 0);
+            assertTrue(preI >= maxI.i);
+            preI = maxI.i;
+        }
+        assertEquals(0, count);
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MaxHeapTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MaxHeapTest.java
new file mode 100644
index 0000000..16b24c4
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MaxHeapTest.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Test;
+
+public class MaxHeapTest extends AbstracHeapTest {
+    @Test
+    public void testInitialMinHeap() {
+        int capacity = 10;
+        MaxHeap maxHeap = new MaxHeap(new IntFactory(), capacity);
+        assertTrue(maxHeap.isEmpty());
+        assertEquals(0, maxHeap.getNumEntries());
+    }
+
+    @Test
+    public void testInsertSmallAmountElements() {
+        int capacity = 10;
+        MaxHeap maxHeap = new MaxHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            maxHeap.insert(new Int(capacity - i));
+        }
+        assertEquals(capacity, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+
+        assertGetMaxHeapIsSorted(maxHeap);
+
+        for (int i = 0; i < capacity; i++) {
+            maxHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+        assertGetMaxHeapIsSorted(maxHeap);
+    }
+
+    @Test
+    public void testInsertLargerThanCapacityElements() {
+        int capacity = 10;
+        MaxHeap maxHeap = new MaxHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            maxHeap.insert(new Int(capacity - i));
+        }
+        assertEquals(capacity, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+        assertGetMaxHeapIsSorted(maxHeap);
+
+        for (int i = 0; i < capacity * 10; i++) {
+            maxHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity * 10, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+        assertGetMaxHeapIsSorted(maxHeap);
+
+    }
+
+    @Test
+    public void testReplaceMax() {
+        int capacity = 10;
+        MaxHeap maxHeap = new MaxHeap(new IntFactory(), capacity);
+        for (int i = capacity; i < capacity * 2; i++) {
+            maxHeap.insert(new Int(i));
+        }
+        assertEquals(capacity, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+
+        for (int i = 0; i < capacity; i++) {
+            maxHeap.replaceMax(new Int(i));
+        }
+        assertEquals(capacity, maxHeap.getNumEntries());
+        assertFalse(maxHeap.isEmpty());
+
+        Int maxI = new Int();
+        Int peekI = new Int();
+        int i = 0;
+        while (!maxHeap.isEmpty()) {
+            maxHeap.peekMax(peekI);
+            maxHeap.getMax(maxI);
+            assertTrue(peekI.compareTo(maxI) == 0);
+            assertEquals(  i++, capacity - 1 - maxI.i);
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinHeapTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinHeapTest.java
new file mode 100644
index 0000000..1a5fba3
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinHeapTest.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Test;
+
+public class MinHeapTest extends AbstracHeapTest{
+
+    @Test
+    public void testInitialMinHeap() {
+        int capacity = 10;
+        MinHeap minHeap = new MinHeap(new IntFactory(), capacity);
+        assertTrue(minHeap.isEmpty());
+        assertEquals(0, minHeap.getNumEntries());
+    }
+
+    @Test
+    public void testInsertSmallAmountElements() {
+        int capacity = 10;
+        MinHeap minHeap = new MinHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            minHeap.insert(new Int(capacity - i));
+        }
+        assertEquals(capacity, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+
+        assertGetMinHeapIsSorted(minHeap);
+
+        for (int i = 0; i < capacity; i++) {
+            minHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+        assertGetMinHeapIsSorted(minHeap);
+    }
+
+    @Test
+    public void testInsertLargerThanCapacityElements() {
+        int capacity = 10;
+        MinHeap minHeap = new MinHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            minHeap.insert(new Int(capacity - i));
+        }
+        assertEquals(capacity, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+        assertGetMinHeapIsSorted(minHeap);
+
+        for (int i = 0; i < capacity * 10; i++) {
+            minHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity * 10, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+        assertGetMinHeapIsSorted(minHeap);
+
+    }
+
+    @Test
+    public void testReplaceMin() {
+        int capacity = 10;
+        MinHeap minHeap = new MinHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            minHeap.insert(new Int(i));
+        }
+        assertEquals(capacity, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+
+        for (int i = capacity; i < capacity * 2; i++) {
+            minHeap.replaceMin(new Int(i));
+        }
+        assertEquals(capacity, minHeap.getNumEntries());
+        assertFalse(minHeap.isEmpty());
+
+        Int minI = new Int();
+        Int peekI = new Int();
+        int i = 0;
+        while (!minHeap.isEmpty()) {
+            minHeap.peekMin(peekI);
+            minHeap.getMin(minI);
+            assertTrue(peekI.compareTo(minI) == 0);
+            assertEquals(i++ + capacity, minI.i);
+        }
+    }
+
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeapTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeapTest.java
new file mode 100644
index 0000000..1c7baa5
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/MinMaxHeapTest.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.junit.Test;
+
+public class MinMaxHeapTest extends AbstracHeapTest {
+
+    @Test
+    public void testInitialMinMaxHeap() {
+        int capacity = 10;
+        MinMaxHeap minHeap = new MinMaxHeap(new IntFactory(), capacity);
+        assertTrue(minHeap.isEmpty());
+        assertEquals(0, minHeap.getNumEntries());
+    }
+
+    @Test
+    public void testInsertElements() {
+        int capacity = 10;
+        MinMaxHeap minMaxHeap = new MinMaxHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity * 10; i++) {
+            minMaxHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity * 10, minMaxHeap.getNumEntries());
+        assertFalse(minMaxHeap.isEmpty());
+        assertGetMinHeapIsSorted(minMaxHeap);
+
+        for (int i = 0; i < capacity * 10; i++) {
+            minMaxHeap.insert(new Int(random.nextInt()));
+        }
+        assertEquals(capacity * 10, minMaxHeap.getNumEntries());
+        assertGetMaxHeapIsSorted(minMaxHeap);
+    }
+
+    @Test
+    public void testReplaceMin() {
+        int capacity = 10;
+        MinMaxHeap minMaxHeap = new MinMaxHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            minMaxHeap.insert(new Int(i));
+        }
+        assertEquals(capacity, minMaxHeap.getNumEntries());
+        assertFalse(minMaxHeap.isEmpty());
+
+        for (int i = capacity; i < capacity * 2; i++) {
+            minMaxHeap.replaceMin(new Int(i));
+        }
+        assertEquals(capacity, minMaxHeap.getNumEntries());
+        assertFalse(minMaxHeap.isEmpty());
+
+        Int minI = new Int();
+        Int peekI = new Int();
+        int i = 0;
+        while (!minMaxHeap.isEmpty()) {
+            minMaxHeap.peekMin(peekI);
+            minMaxHeap.getMin(minI);
+            assertTrue(peekI.compareTo(minI) == 0);
+            assertEquals(i++ + capacity, minI.i);
+        }
+    }
+
+    @Test
+    public void testReplaceMax() {
+        int capacity = 10;
+        MinMaxHeap minMaxHeap = new MinMaxHeap(new IntFactory(), capacity);
+        for (int i = 0; i < capacity; i++) {
+            minMaxHeap.insert(new Int(i + capacity));
+        }
+        assertEquals(capacity, minMaxHeap.getNumEntries());
+        assertFalse(minMaxHeap.isEmpty());
+
+        Int maxI = new Int();
+        for (int i = capacity; i < capacity * 2; i++) {
+            minMaxHeap.peekMax(maxI);
+            minMaxHeap.replaceMax(new Int(i - capacity));
+        }
+        assertEquals(capacity, minMaxHeap.getNumEntries());
+        assertFalse(minMaxHeap.isEmpty());
+
+        System.out.println();
+        Int peekI = new Int();
+        int i = 0;
+        while (!minMaxHeap.isEmpty()) {
+            minMaxHeap.peekMax(peekI);
+            minMaxHeap.getMax(maxI);
+            assertTrue(peekI.compareTo(maxI) == 0);
+            assertEquals(capacity - i - 1, maxI.i);
+            i++;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTableTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTableTest.java
new file mode 100644
index 0000000..5893f35
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/structures/SerializableHashTableTest.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.dataflow.std.structures;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+import org.junit.Before;
+import org.junit.Test;
+
+public class SerializableHashTableTest {
+
+    SerializableHashTable nsTable;
+    final int NUM_PART = 101;
+    TuplePointer pointer = new TuplePointer(0, 0);
+    final int num = 1000;
+
+    @Before
+    public void setup() throws HyracksDataException {
+        nsTable = new SerializableHashTable(NUM_PART, new FrameManager(256));
+    }
+
+    @Test
+    public void testBatchDeletePartition() throws Exception {
+        testInsert();
+        for (int i = 0; i < NUM_PART; i++) {
+            nsTable.delete(i);
+            assertFalse(nsTable.getTuplePointer(i, 0, pointer));
+            assertEquals(0, nsTable.getTupleCount(i));
+
+            for (int j = i; j < num; j += NUM_PART) {
+                pointer.reset(j, j);
+                nsTable.insert(i, pointer);
+            }
+
+            assertGetValue();
+        }
+    }
+
+    @Test
+    public void testInsert() throws Exception {
+        for (int i = 0; i < num; i++) {
+            pointer.reset(i, i);
+            nsTable.insert(i % NUM_PART, pointer);
+        }
+        assertGetValue();
+    }
+
+    private void assertGetValue() {
+        int loop = 0;
+        for (int i = 0; i < num; i++) {
+            assertTrue(nsTable.getTuplePointer(i % NUM_PART, loop, pointer));
+            assertTrue(pointer.frameIndex == i);
+            if (i % NUM_PART == NUM_PART - 1) {
+                loop++;
+            }
+        }
+        for (int i = 0; i < NUM_PART; i++) {
+            assertTrue(nsTable.getTupleCount(i) == 10 || nsTable.getTupleCount(i) == 9);
+        }
+
+    }
+
+    @Test
+    public void testGetCount() throws Exception {
+        assertAllPartitionsCountIsZero();
+    }
+
+    private void assertAllPartitionsCountIsZero() {
+        for (int i = 0; i < NUM_PART; i++) {
+            assertEquals(0, nsTable.getTupleCount(i));
+        }
+    }
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/test/util/SelectionTreeTest.java b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/test/util/SelectionTreeTest.java
new file mode 100644
index 0000000..213f573
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/java/org/apache/hyracks/dataflow/std/test/util/SelectionTreeTest.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.dataflow.std.test.util;
+
+import junit.framework.Assert;
+
+import org.junit.Test;
+
+import org.apache.hyracks.dataflow.std.util.SelectionTree;
+import org.apache.hyracks.dataflow.std.util.SelectionTree.Entry;
+
+public class SelectionTreeTest {
+    @Test
+    public void sortMergeTest() {
+        SelectionTree.Entry[] entries = new SelectionTree.Entry[5];
+        for (int i = 0; i < entries.length; ++i) {
+            entries[i] = new MergeEntry(0, i * entries.length + i, entries.length);
+        }
+        SelectionTree tree = new SelectionTree(entries);
+        SelectionTree.Entry e;
+        int last = Integer.MIN_VALUE;
+        while ((e = tree.peek()) != null) {
+            MergeEntry me = (MergeEntry) e;
+            if (me.i < last) {
+                Assert.fail();
+            }
+            last = me.i;
+            tree.pop();
+        }
+    }
+
+    private static class MergeEntry implements SelectionTree.Entry {
+        private int i;
+        private int max;
+        private int step;
+
+        public MergeEntry(int min, int max, int step) {
+            this.max = max;
+            this.step = step;
+            i = min - step;
+        }
+
+        @Override
+        public int compareTo(Entry o) {
+            return i < ((MergeEntry) o).i ? -1 : (i == ((MergeEntry) o).i ? 0 : 1);
+        }
+
+        @Override
+        public boolean advance() {
+            if (i > max) {
+                return false;
+            }
+            i += step;
+            return true;
+        }
+    }
+}
diff --git a/hyracks/hyracks-dataflow-std/src/test/resources/data/beer.txt b/hyracks/hyracks-dataflow-std/src/test/resources/data/beer.txt
new file mode 100644
index 0000000..f42700a
--- /dev/null
+++ b/hyracks/hyracks-dataflow-std/src/test/resources/data/beer.txt
@@ -0,0 +1,7308 @@
+id,flags,expiration,cas,value,rev,vbid,dtype
+alameda_brewhouse,0,0,244368670720,"{""name"":""Alameda Brewhouse"",""city"":""Portland"",""state"":""Oregon"",""code"":""97213"",""country"":""United States"",""phone"":""1-503-460-9025"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4765 NE Fremont""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5484,""lon"":-122.619}}",1,30,1
+abbey_wright_brewing_valley_inn,0,0,244371881984,"{""name"":""Abbey Wright Brewing/Valley Inn"",""city"":""Williamsport"",""state"":""Pennsylvania"",""code"":""17702"",""country"":""United States"",""phone"":""570.326.3383"",""website"":""http://www.valleyinnonline.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""204 Valley Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2225,""lon"":-77.0369}}",1,36,1
+allguer_brauhaus_ag_kempten,0,0,244377518080,"{""name"":""Allguer Brauhaus AG Kempten"",""city"":""Kempten"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)831-/-2050-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Beethovenstrae 7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.7487,""lon"":10.5694}}",1,51,1
+ali_i_brewing,0,0,244368670721,"{""name"":""Ali`i Brewing"",""city"":""Honolulu"",""state"":""Hawaii"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":21.3069,""lon"":-157.858}}",1,30,1
+asheville_pizza_and_brewing_co,0,0,244371947520,"{""name"":""Asheville Pizza and Brewing Co."",""city"":""Asheville"",""state"":""North Carolina"",""code"":""28804"",""country"":""United States"",""phone"":""(828) 254-1281"",""website"":""http://www.ashevillepizza.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Asheville Brewpub, Brewery, Movie Theater and Pizzeria all rolled into 2 great places to meet and eat. Award winning beer and award winning pizza."",""address"":[""675 Merrimon Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6221,""lon"":-82.5536}}",1,36,1
+amstel_brouwerij-amstel_light,0,0,244377583616,"{""name"":""Amstel Light"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amstel_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,51,1
+allagash_brewing-allagash_fluxus_09,0,0,244368736256,"{""name"":""Allagash Fluxus 09"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,30,1
+atwater_block_brewing-dirty_blond,0,0,244372013056,"{""name"":""Dirty Blond"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Made with unmalted wheat, coriander and orange peel to help you live smart and enjoy everyday!"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,36,1
+andechser_klosterbrauerei,0,0,244377649152,"{""name"":""Andechser Klosterbrauerei"",""city"":""Andechs"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8152-/-376-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bergstrae 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.9775,""lon"":11.185}}",1,51,1
+allentown_brew_works,0,0,244368736257,"{""name"":""Allentown Brew Works"",""city"":""Allentown"",""state"":""Pennsylvania"",""code"":""18101"",""country"":""United States"",""phone"":""610.433.7777"",""website"":""http://www.thebrewworks.com/allentown-brewworks/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Allentown Brew Works is housed inside the historic Harold's Furniture Building at 812 W Hamilton Street. Years in the making, the new Allentown restaurant and brewery are part of the continuing vision of the Fegley family that established the original Bethlehem Brew Works in 1998. Proud to be part of the resurging downtown, the 400 seat restaurant is a testament to the vibrant heartbeat that thrives in this Queen City. Offering two and a half levels of dining, plus state of the art banquet facilities in The Hamilton Room, and multiple bars offering different atmospheres, as well as an outdoor casual Biergarten and a new seductive lower level lounge � Silk."",""address"":[""814 W Hamilton St""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.6016,""lon"":-75.474}}",1,30,1
+atwater_block_brewing-dunkel,0,0,244372013057,"{""name"":""Dunkel"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our malty, sweet dark lager is a hometown favorite. Our Dunkel is packed with subtle roasted malt flavors without the excessive bitterness and heaviness of many dark beers and has a balanced hop finish.\r\n\r\nGABF Gold Winner"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+anheuser_busch-budweiser,0,0,244377649153,"{""name"":""Budweiser"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,51,1
+allguer_brauhaus_ag_kempten-bayrisch_hell,0,0,244368801792,"{""name"":""Bayrisch Hell"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allguer_brauhaus_ag_kempten"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+atwater_block_brewing-pilsner,0,0,244372078592,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+arcadia_brewing-india_pale_ale,0,0,244377649154,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+american_river_brewing,0,0,244368801793,"{""name"":""American River Brewing"",""city"":""Auburn"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.8966,""lon"":-121.077}}",1,30,1
+atwater_block_brewing-x_line,0,0,244372078593,"{""name"":""X-Line"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+august_schell_brewing-caramel_bock,0,0,244377714688,"{""name"":""Caramel Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""august_schell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+anderson_valley_brewing-summer_solstice_cerveza_crema,0,0,244368867328,"{""name"":""Summer Solstice Cerveza Crema"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""This copper colored ale is smooth, malty, and lightly sweet, with a delicate hint of spice for that oh-so-drinkable, extra velvety flavor.  The character is lighter in body than its cousin our wildly popular Winter Solstice Seasonal Ale.  This is a silky, creamy dream, perfect as a warm weather beer.\"""",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,30,1
+avery_brewing_company-czar_imperial_stout,0,0,244372078594,"{""name"":""Czar Imperial Stout"",""abv"":11.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+bbc_brewing_co_llc-dark_star,0,0,244377714689,"{""name"":""Dark Star"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,51,1
+augusta_brewing-tannhauser,0,0,244368867329,"{""name"":""Tannhauser"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augusta_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+bear_republic_brewery-apex,0,0,244372078595,"{""name"":""Apex"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Crafted with a blend of American and English malts and aggressively hopped with Pacific Northwest hops, this beer reflects what our brewers believe to be the Apex of IPA."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,36,1
+big_time_brewing-trombipulator,0,0,244377714690,"{""name"":""Trombipulator"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+augustiner_brau_munchen-weissbier,0,0,244368932864,"{""name"":""Weißbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augustiner_brau_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,30,1
+bierbrouwerij_st_christoffel-robertus,0,0,244372078596,"{""name"":""Robertus"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_st_christoffel"",""updated"":""2010-07-22 20:00:20"",""description"":""Christoffel Robertus is a low-fermenting ruby-red beer, brewed in the Münchener-style. It is a malty, fresh beer with a light sweetness. The typical hop bitterness found in Blond, is very lightly present in Robertus. The use of an extensive amount of selected barley gives Robertus the special malty taste and aroma."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+boston_beer_company-samuel_adams_irish_red,0,0,244377780224,"{""name"":""Samuel Adams Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Malty and slightly sweet, balanced by earthy notes from the hops.  The gentle rain and fertile soil of Ireland helped inspire this style of ale, known for being remarkably balanced. Pale and Caramel malts give the beer its rich, deep red color and distinctive caramel flavor. The sweetness of the malt is pleasantly balanced by a pronounced hop bitterness and an earthy note from the East Kent Goldings hops. Samuel Adams® Irish Red finishes smooth and leaves you wanting to take another sip."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,51,1
+baron_brewing_company-baron_pilsner,0,0,244368932865,"{""name"":""Baron Pilsner"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""baron_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our pilsner is a traditional Northern German Style Pilsner. It has a fantastic malty aroma with a slight spice from the hops. The head is brilliant white and floats on the clean pale lager. The sparkling mouthfeel gives way to a soft malt sweetness that is followed by a long, dry, crisp finish. The balanced clean finish taunts the mouth to take another drink. Lagered for a minimum of 8-12 weeks to ensure smoothness and drinkability.\r\n\r\nAll ingredients for the beer are imported from Germany. Brewed in accordance to the German Beer Purity Law (Reinheitsgebot) of 1516."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,30,1
+big_buck_brewery_and_steakhouse_2-stout,0,0,244372144128,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_buck_brewery_and_steakhouse_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+brasserie_de_saint_sylvestre-3_monts,0,0,244377780225,"{""name"":""3 Monts"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_saint_sylvestre"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+bavaria-club_colombia,0,0,244368932866,"{""name"":""Club Colombia"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavaria"",""updated"":""2010-07-22 20:00:20"",""description"":""La mejor cerveza de Colombia.""}",1,30,1
+bootleggers_steakhouse_and_brewery-34th_street_porter,0,0,244372144129,"{""name"":""34th Street Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,36,1
+brasserie_des_gants,0,0,244377780226,"{""name"":""Brasserie des Gants"",""city"":""Irchonwelz"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-068-28-79-36"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""rue du Castel, 19""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.6204,""lon"":3.7592}}",1,51,1
+bear_republic_brewery-big_bear_black_stout,0,0,244368998400,"{""name"":""Big Bear Black Stout"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Big Bear, as the name implies, is a hefty, black, Russian Imperial-style stout. This bold stout boasts a rich, caramel sweetness lavished by a robust, deep-roasted heartiness you can sink your teeth into. ...Big Bear's bold flavors are produced using a blend of Belgian and English roasted barley and crystal malts. Some unique flavors come forth in the malt character. ...Louisiana sweet molasses and dark brown sugar. This dark brew is well hopped with Chinook and Cascade hops, which are somewhat, masked by the malt. This is a balanced bold brew boasting an A.V.B. of 8.1% that can creep up on you, \""so don't get mauled\"". It has a dry roasted quality that masks its' high alchohol content, so drink responsibly. 2004 California State Fair, Silver Medal Winner; 2002 World Beer Cup, Gold Medal Winner; \r\n2002 Annual Bistro Beer Festival, Hayward, Gold Medal Winner; 2001 North American Brewers' Award, Honorable Mention - og 1.076, ABV 8.1%, IBU 68."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,30,1
+bootleggers_steakhouse_and_brewery,0,0,244372144130,"{""name"":""Bootleggers Steakhouse and Brewery"",""city"":""Bakersfield"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.3733,""lon"":-119.019}}",1,36,1
+brasserie_du_benin-ngoma_awooyo_special,0,0,244377780227,"{""name"":""Ngoma Awooyo Special"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_du_benin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+berliner_kindl_brauerei_ag,0,0,244368998401,"{""name"":""Berliner Kindl Brauerei AG"",""city"":""Berlin"",""state"":""Berlin"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)30-/-68992-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Werbellinstrasse 50""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":52.4793,""lon"":13.4293}}",1,30,1
+boston_beer_company-samuel_adams_scotch_ale,0,0,244372144131,"{""name"":""Samuel Adams Scotch Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a brew for adventurous beer drinkers. It is brewed with four malts: two row pale Harrington, Munich malt, chocolate malt, and a rare peat smoked malt commonly used by distillers of Scotch malt whiskey. This unique malt gives Samuel Adams® Scotch Ale its distinct, subtle smoky character and deep amber hue. Samuel Adams® Scotch Ale is brewed using traditional English hops, Goldings and Fuggles. This is a big brew dominated by malt flavors and aromas, rich and full bodied, slightly sweet. Its layered malt complexity lingers to a smooth and silky finish."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,36,1
+brauerei_schwelm-hefe_weizen,0,0,244495941632,"{""name"":""Hefe-Weizen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_schwelm"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,51,1
+21st_amendment_brewery_cafe-amendment_pale_ale,0,0,244375420928,"{""name"":""Amendment Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich golden hue color. Floral hop with sweet malt aroma. Medium mouth feel with malt sweetness, hop quenching flavor and well-balanced bitterness."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+bill_s_tavern_brewhouse-thundermuck_stout,0,0,244369063936,"{""name"":""Thundermuck Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bill_s_tavern_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+boulder_beer_company-gabf_25th_year_beer,0,0,244372209664,"{""name"":""GABF 25th Year Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,36,1
+brewer_s_art-proletary,0,0,244495941633,"{""name"":""Proletary"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewer_s_art"",""updated"":""2010-07-22 20:00:20"",""description"":""Black, smooth and easy to drink, this is a beer for the people!""}",1,51,1
+alesmith_brewing-old_numbskull_2003,0,0,244375420929,"{""name"":""Old Numbskull 2003"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+birrificia_le_baladin-nora,0,0,244369063937,"{""name"":""Nora"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birrificia_le_baladin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+brasserie_des_cimes-yeti,0,0,244372209665,"{""name"":""Yeti"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_des_cimes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+brewmasters_restaurant_and_brewery_south,0,0,244495941634,"{""name"":""Brewmasters Restaurant and Brewery South"",""city"":""Kenosha"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.5847,""lon"":-87.8212}}",1,51,1
+amherst_brewing_company-boltwood_bock,0,0,244375420930,"{""name"":""Boltwood Bock"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Light in color, full bodied and very malty, this lager has a toasted malt flavor. Brewed in February and usually on tap by May with a keg of the previous year's batch."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,45,1
+bj_s_restaurant_and_brewery-p_m_porter,0,0,244369063938,"{""name"":""P.M. Porter"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,30,1
+brasserie_du_bocq-triple_moine,0,0,244372275200,"{""name"":""Triple Moine"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_du_bocq"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+brouwerij_abdij_saint_sixtus-trappist_westvleteren_12,0,0,244496007168,"{""name"":""Trappist Westvleteren 12"",""abv"":11.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_abdij_saint_sixtus"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian beer has an everlasting tast.  It has been choosen as the best beer in the world for several years!"",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,51,1
+anderson_valley_brewing-nitro_stout,0,0,244375420931,"{""name"":""Nitro Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+bj_s_restaurant_and_brewery-piranha_pale_ale,0,0,244369129472,"{""name"":""Piranha Pale Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+brasserie_dupont,0,0,244488732672,"{""name"":""Brasserie Dupont"",""city"":""Tourpes"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-069-67-10-66"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Basse 5""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.5718,""lon"":3.6508}}",1,36,1
+brouwerij_bavik_de_brabandere-petrus_aged_pale,0,0,244496007169,"{""name"":""Petrus Aged Pale"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+bell_s_brewery_inc-batch_8000,0,0,244375486464,"{""name"":""Batch 8000"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Batch 8,000 is part of our commemorative series celebrating our progress with special brews. Our 8,000th batch is a special recipe to be brewed only once. It is wheat ale spiced with Coriander, Orange Peel, and Paradise Seed. Best consumed fresh."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,45,1
+boulevard_brewing_company-single_wide_i_p_a,0,0,244369129473,"{""name"":""Single-Wide I.P.A."",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The latest addition to the Boulevard family of year-around beers, Single-Wide I.P.A. is our take on a style that originated in 18th century Great Britain. This American version -- inspired by our Smokestack Series Double-Wide I.P.A. -- boasts a heady combination of six varieties of hops, some of which were employed for dry-hopping."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+brasserie_fantme,0,0,244488798208,"{""name"":""Brasserie Fantme"",""city"":""Soy"",""state"":""Luxembourg"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)86-47-70-44"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Pral 8""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.286,""lon"":5.5127}}",1,36,1
+brouwerij_de_gouden_boom-blanche_de_bruges,0,0,244496007170,"{""name"":""Blanche de Bruges"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_gouden_boom"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+boston_beer_company-samuel_adams_honey_porter,0,0,244375486465,"{""name"":""Samuel Adams Honey Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark, full flavored English porter with Scottish heather honey.  Samuel Adams® Honey Porter is a full-flavored, full-bodied English porter with a substantial roasted malt character, offering a smooth, rounded finish. This beer is brewed with traditional English Ale hops and is dry-hopped with East Kent Goldings, known for their spicy aroma and distinctive, earthy flavor. We brew Honey Porter with Scottish heather honey which balances the spiciness of the hops.\r\n\r\nThis brew is the perfect complement to glazed ham, spicy chili, and roasted vegetables like beets and carrots, which bring out the herbal notes found in the hops and the sweetness of the honey. Samuel Adams® Honey Porter also pairs well with rich desserts such as baklava and molasses cookies."",""style"":""Porter"",""category"":""Irish Ale""}",1,45,1
+brasserie_de_blaugies-biere_darbyste,0,0,244369129474,"{""name"":""Bière Darbyste"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_blaugies"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,30,1
+brasserie_la_caracole,0,0,244488798209,"{""name"":""Brasserie La Caracole"",""city"":""Falmignoul"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":""32-082-74-40-80"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Cte Marie-Thrse 86""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.2024,""lon"":4.8914}}",1,36,1
+brouwerij_nacional_balashi,0,0,244496072704,"{""name"":""Brouwerij Nacional Balashi"",""city"":"""",""state"":"""",""code"":"""",""country"":""Aruba"",""phone"":""297 854805"",""website"":""http://www.balashi.com/balashi/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,51,1
+boulevard_brewing_company-bully_porter,0,0,244375486466,"{""name"":""Bully! Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The intense flavors of dark-roasted malt in Boulevard’s rendition of the classic English porter are perfectly balanced by a generous and complex hop character. Bully! Porter’s robust nature makes it the ideal companion to a variety of foods, from seafood to chocolate."",""style"":""Porter"",""category"":""Irish Ale""}",1,45,1
+brasserie_de_brunehaut-brasserie_de_brunehaut_bio_biere_ambree_organic,0,0,244369195008,"{""name"":""Brasserie de Brunehaut Bio Bière Ambrée (Organic)"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber copper color with a beige head.\r\nCaramel malt aromas reminiscent of vanilla, along with toffee, butterscotch and ripe fruits. Top-fermented and bottle-conditioned, this is a clean, refreshing regional 'artisan' beer.\r\nHazy amber to brown coloured beer, with a fluffy off-white head. Nice aroma of spices, yeast and oak.  The alcohol subtle. Flavour is moderately spicy and slightly fruity, with balanced hops. \r\nThis beer is certified organic."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,30,1
+brauerei_beck-st_pauli_girl_beer,0,0,244488863744,"{""name"":""St.Pauli Girl Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+brouwerij_sint_jozef,0,0,244496072705,"{""name"":""Brouwerij Sint-Jozef"",""city"":""Opitter"",""state"":""Limburg"",""code"":"""",""country"":""Belgium"",""phone"":""32-089-86-47-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Itterplein 19""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1168,""lon"":5.6464}}",1,51,1
+brasserie_de_tahiti-hinano,0,0,244375552000,"{""name"":""Hinano"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_tahiti"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+brasserie_ellezelloise-la_biere_des_collines_van_de_saisis,0,0,244486373376,"{""name"":""La Bière des Collines van de Saisis"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_ellezelloise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+brauerei_beck,0,0,244488863745,"{""name"":""Brauerei Beck"",""city"":""Bremen"",""state"":""Bremen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)421-/-50940"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Am Deich 18-19""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":53.0787,""lon"":8.7901}}",1,36,1
+burgerbrau_wolnzach-hell,0,0,244496072706,"{""name"":""Hell"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burgerbrau_wolnzach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+brasserie_pietra,0,0,244492533760,"{""name"":""Brasserie Pietra"",""city"":""Furiani"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-04.95.30.14.70"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Route de la Marana""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":42.6483,""lon"":9.4529}}",1,45,1
+brasserie_grain_d_orge,0,0,244486504448,"{""name"":""Brasserie Grain D'Orge"",""city"":""Ronchin"",""state"":"""",""code"":"""",""country"":""France"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Once named Brasserie Jeanne D'Arc, this Brewery had changed their name due to change in management."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.6054,""lon"":3.0775}}",1,30,1
+brauerei_gbr_maisel_kg,0,0,244488863746,"{""name"":""Brauerei Gbr. Maisel KG"",""city"":""Bayreuth"",""state"":"""",""code"":""95445"",""country"":""Germany"",""phone"":""+49 (0) 9 21/4 01-0"",""website"":""http://www.maisel.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hindenburgstrasse 9""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.9477,""lon"":11.5659}}",1,36,1
+cains-fa,0,0,244496138240,"{""name"":""FA"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cains"",""updated"":""2011-05-17 03:15:54"",""description"":""FA is no small beer: despite its deceptively pale golden colour, it boasts a big, smooth flavour and strong punch. Brewed with the finest English malts, and conditioned in cask with dry hops to produce fresh hop aromas and a fuller flavour, delighting the mouth and stimulating the tongue."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,51,1
+brauhaus_johann_albrecht_konstanz-weizen,0,0,244492599296,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_konstanz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,45,1
+breckenridge_brewery-471_extra_esb,0,0,244486504449,"{""name"":""471 Extra ESB"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+breckenridge_bbq_of_omaha-raspberry_porter,0,0,244488863747,"{""name"":""Raspberry Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+chama_river_brewing-rye_on,0,0,244496138241,"{""name"":""Rye On"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chama_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+brausttte_der_steirerbrau_aktiengesellschaft,0,0,244492664832,"{""name"":""Brausttte der Steirerbrau Aktiengesellschaft"",""city"":""Graz"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0316/502-3545"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Reiningshausstrae 1-7""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.0679,""lon"":15.4417}}",1,45,1
+brewery_budweiser_budvar,0,0,244486569984,"{""name"":""Brewery Budweiser Budvar"",""city"":"""",""state"":""Ceske Budejovice"",""code"":"""",""country"":""Czech Republic"",""phone"":"""",""website"":""http://www.budvar.cz/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":48.9739,""lon"":14.475}}",1,30,1
+breckenridge_brewery-autumn_ale,0,0,244488929280,"{""name"":""Autumn Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+cherryland_brewing,0,0,244496138242,"{""name"":""Cherryland Brewing"",""city"":""Sturgeon Bay"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.8342,""lon"":-87.377}}",1,51,1
+brewdog_ltd-paradox_speyside,0,0,244492664833,"{""name"":""Paradox Speyside"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,45,1
+bridgeport_brewing-old_knucklehead_1992,0,0,244486569985,"{""name"":""Old Knucklehead 1992"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+brewery_de_troch-chapeau_exotic_lambic,0,0,244488994816,"{""name"":""Chapeau Exotic Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,36,1
+clipper_city_brewing_co-pale_ale,0,0,244496203776,"{""name"":""Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+brewery_creek_brewing-irish_stout,0,0,244492664834,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Guinness\"" is the prototype of all modern stouts. Many people, however, don't realize that there are different varieties of \""Guinness\"" brewed around the world. \""Draught Guinness* and \""Foreign Extra Stout\"" are the two primary types brewed in Ireland. Foreign Extra is the one I have emulated. It is closer in style to the London Porters of old than to modern stout. Very dark and rich, not as dry as Draught, about 6% abv and around 60 IBUs (that's hop bitterness). I used \""First Gold\"" hops because that's what I could get. Guinness use Nitrogen mixed with carbon dioxide to dispense their stout which adds to the creamy mouth-feel. BTW: The \""Imported\"" Guinness you buy here in the US comes from Canada. It could just as well be brewed in the US but the common wisdom in the brewing world is that Americans prefer \""imported\"" beers and will pay more for them."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+broughton_ales-kinmount_willie_stout,0,0,244486569986,"{""name"":""Kinmount Willie Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broughton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+bridgeport_brewing-blue_heron_pale_ale,0,0,244488994817,"{""name"":""Blue Heron Pale Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+dark_horse_brewing_co-fore_smoked_stout,0,0,244496203777,"{""name"":""Fore Smoked Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with all malted barley and peat malt (smoked malt). This beer is full bodied with chocolate, roasted barley flavors, and a smokey almost BBQ finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+brewmasters_restaurant_and_brewery_south-cherry_ice,0,0,244492730368,"{""name"":""Cherry Ice"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,45,1
+brouwerij_sterkens,0,0,244486569987,"{""name"":""Brouwerij Sterkens"",""city"":""Hoogstraten-Meer"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":""32-03-317-00-50"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Meerdorp 20""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.4439,""lon"":4.7386}}",1,30,1
+bridgeport_brewing-bottle_conditioned_porter,0,0,244488994818,"{""name"":""Bottle Conditioned Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,36,1
+deschutes_brewery-bachelor_esb,0,0,244628062208,"{""name"":""Bachelor ESB"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Standing alone, distant from the Three Sisters mountains nestled to the north, Bachelor Butte was originally called \""Brother Jonathan\"" and then simply \""The Bachelor\"" before becoming widely known today as Mt. Bachelor."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,51,1
+bridgeport_brewing-esb,0,0,244492730369,"{""name"":""ESB"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+browar_okocim-o_k_beer,0,0,244486635520,"{""name"":""O.K. Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_okocim"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+brooklyn_brewery-brooklyn_lager,0,0,244489060352,"{""name"":""Brooklyn Lager"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brooklyn Lager, the Brewery's flagship label, is New York's \""hometown\"" beer, brewed to a pre-Prohibition recipe that dates back to the days when Brooklyn was the brewing capital of the East Coast. Brooklyn Lager has won numerous awards. Wrote Michael Jackson in the Simon & Schuster Pocket Guide to Beer: \""The dry-hopped, fresh, flowery, firm, flavourful, Brooklyn Lager **-*** started well, in 1988, and has gained in character since.\""""}",1,36,1
+desnoes_geddes_ltd-dragon_stout,0,0,244628127744,"{""name"":""Dragon Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""desnoes_geddes_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+brouwerij_oud_beersel-oude_gueuze_vielle,0,0,244492730370,"{""name"":""Oude Gueuze Vielle"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_oud_beersel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,45,1
+bull_bush_pub_brewery-royal_arms_ipa,0,0,244486635521,"{""name"":""Royal Arms IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+brouwerij_bosteels-triple_karmeliet,0,0,244489060353,"{""name"":""Triple Karmeliet"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bosteels"",""updated"":""2010-07-22 20:00:20"",""description"":""LOOK:\r\nTripel Karmeliet is a very refi ned and complex golden-to-bronze brew with a fantastic creamy head. These characteristics derive not only from the grains used but also from restrained hopping with Styrians and the fruity nature (banana and vanilla) of the house yeast.\r\n\r\nSMELL:\r\nVery refined and complex. Hints of vanilla mixed with citrus aromas.\r\n\r\nTASTE:\r\nTripel Karmeliet has not only the lightness and freshness of wheat, but also the creaminess of oats together with a spicy lemony almost quinine\r\ndryness."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,36,1
+dix_barbecue_brewery-red_truck_ale,0,0,244628127745,"{""name"":""Red Truck Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,51,1
+brouwerij_van_den_bossche-kerst_pater_special_christmas_beer,0,0,244492795904,"{""name"":""Kerst Pater Special Christmas Beer"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_den_bossche"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+cains,0,0,244486701056,"{""name"":""Cains"",""city"":""Liverpool"",""state"":""Merseyside"",""code"":""L8 5XJ"",""country"":""United Kingdom"",""phone"":""01517098734"",""website"":""http://www.cains.co.uk/"",""type"":""brewery"",""updated"":""2011-05-17 03:05:10"",""description"":""Cains is a brewery in Liverpool, England, founded in 1858 by Irish immigrant Robert Cain. \n\nCain had begun his brewing career aged 24 when he purchased a pub and brewed his own ales. Within 25 years of founding his brewery, Cain had established over 200 pubs. Robert Cain passed away in 1907 and the brewery still lives on to this day. \n\nOne of the most iconic beer brands in the UK Cain's has gone from strength to strength since being taken over by Indian brothers Sudarghara and Ajmail Dusanj in 2002. Cains now exports it's famous beers worldwide to the USA, Denmark, China, Ireland, India and Australia."",""address"":[""Robert Cain Brewery"",""Stanhope St""]}",1,30,1
+brouwerij_sterkens-bokrijks_kruikenbier,0,0,244489060354,"{""name"":""Bokrijks Kruikenbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+dixie_brewing,0,0,244628193280,"{""name"":""Dixie Brewing"",""city"":""New Orleans"",""state"":""Louisiana"",""code"":""70119"",""country"":""United States"",""phone"":""1-504-822-8711"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2401 Tulane Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":29.9606,""lon"":-90.0871}}",1,51,1
+c_b_potts_of_cheyenne-big_horn_fort_collins_stout,0,0,244492795905,"{""name"":""Big Horn Fort Collins Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+caldera_brewing-caldera_ipa,0,0,244486701057,"{""name"":""Caldera IPA"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Available in 12 oz. cans and kegs.  An American-style India Pale Ale brewed with plenty of body and an assertive hop profile."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+brouwerij_the_musketiers-troubadour,0,0,244489125888,"{""name"":""Troubadour"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_the_musketiers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+dogfish_head_craft_brewery-black_blue,0,0,244628258816,"{""name"":""Black & Blue"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A belgian-style Strong ale fermented with blackberries and blueberries."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,51,1
+captain_lawrence_brewing_company,0,0,244492795906,"{""name"":""Captain Lawrence Brewing Company"",""city"":""Pleasantville"",""state"":""New York"",""code"":""10570"",""country"":""United States"",""phone"":""914-741-BEER"",""website"":""http://www.captainlawrencebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Captain Lawrence beers are craft brewed in Pleasantville New York. We offer tastings and tours on Fridays from 4pm to 7pm, and Saturdays from 12pm  6pm."",""address"":[""99 Castleton Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.126,""lon"":-73.7896}}",1,45,1
+captain_lawrence_brewing_company-captin_lawrence_liquid_gold,0,0,244486701058,"{""name"":""Captin Lawrence Liquid Gold"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Don't let the golden color fool you - this isn't your father's lite beer!\r\n\r\nBrewed with imported German malts and US-grown hops, this beer is a full-flavored introduction to craft-brewed beer. We add the hops late in the boil, allowing you to enjoy the flavor and aroma of the hops without an aggressive bitterness."",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,30,1
+brouwerij_van_steenberge-ertvelds_wit,0,0,244489125889,"{""name"":""Ertvelds Wit"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+egan_brewing-1916_irish_stout,0,0,244628258817,"{""name"":""1916 Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+carlow_brewing_company-o_hara_s_celtic_stout,0,0,244492861440,"{""name"":""O'Hara's Celtic Stout"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlow_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Unlike the image, does not have the creamy head like many Irish stouts (Beamish, Guinness, Murphys) and as a result lighter on the stomach and nice with a meal. Very distinctive taste which may put off those not accustomed to drinking stouts.I would recommend it for the more adventurous pallette.\r\n\r\nRoast barley comes through in the taste."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+carolina_brewery-lager,0,0,244486766592,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carolina_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+butterfield_brewing_1,0,0,244489125890,"{""name"":""Butterfield Brewing #1"",""city"":""Fresno"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.7477,""lon"":-119.772}}",1,36,1
+engel_brauerei_schwbisch_gmnd_lang,0,0,244628258818,"{""name"":""Engel Brauerei Schwbisch Gmnd Lang"",""city"":""Schwbisch Gmnd"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""D-73525 Schwbisch Gmnd""]}",1,51,1
+castle_springs_brewery,0,0,244492861441,"{""name"":""Castle Springs Brewery"",""city"":""Moultonborough"",""state"":""New Hampshire"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.7548,""lon"":-71.3967}}",1,45,1
+coastal_fog_brewing-brandenburg_gate_marzen,0,0,244486766593,"{""name"":""Brandenburg Gate Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coastal_fog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,30,1
+alaskan_brewing-alaskan_barley_wine_ale,0,0,244368277504,"{""name"":""Alaskan Barley Wine Ale"",""abv"":10.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Alaskan Barley Wine is produced in small batches each year. Typically this higher alcohol beverage is brewed in the spring, cellared in the tunnels of the Alaska-Juneau Gold Mine for the summer and retrieved in time for its release at the Great Alaska Beer and Barley Wine Festival in January. The cool tunnels of the mine shaft provide natural refrigeration and a prime environment for the aging process. \r\n\r\nLike a fine wine, Alaskan Barley Wine can be aged for years. The bottling of the 2007 vintage of Alaskan Barley Wine will allow individuals to age it to their liking. “We figured we’d leave it up to individuals as to how long to age their Alaskan Barley Wine,” said Quality Assurance Analyst Ryan Harvey. “Some people like barley wines fresh, and others store it for years.”"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,29,1
+climax_brewing_copmany-climax_ipa,0,0,244489191424,"{""name"":""Climax IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""This American-style, hop-driven beer starts with a citrus flavor, followed by two layers of caramel, and finishes on a hoppy note."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,36,1
+flat_earth_brewing_company-angry_planet_pale_ale,0,0,244628324352,"{""name"":""Angry Planet Pale Ale"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flat_earth_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+cervecera_cuauhtmoc_moctezuma-dos_equis_special_lager,0,0,244492926976,"{""name"":""Dos Equis Special Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+cooperstown_brewing_company-backyard_india_pale_ale,0,0,244486766594,"{""name"":""Backyard India Pale Ale"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Back Yard\"" is a golden India Pale Ale. Historically, ale shipped to India in the 19th Century was brewed to higher gravities so that it could mature during the long sea voyage. English brewers also hopped these ales heavily to protect them from spoiling. The term \""India pale Ale\"" or \""I.P.A.\"" is still used by brewers to denote a super-premium, hoppy pale ale style. Backyard IPA is no exception. English pale barley malt is predominant in this beer with just a small amount of crystal malt. It is well bittered with Cluster and Cascade hops and finished with a mix of local hop and larger amounts of Fuggle hop."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,30,1
+amherst_brewing_company-north_pleasant_pale_ale,0,0,244368343040,"{""name"":""North Pleasant Pale Ale"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Light gold in color, slightly malty and hoppy, with a mild flowery hop finish."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+climax_brewing_copmany-climax_oktoberfest,0,0,244489191425,"{""name"":""Climax Oktoberfest"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Oktoberfest is typically available from August to November and has toasty caramel and malty flavor.  It is made from German Noble Hops and massive amounts of Münich Malt, which give it an orange color."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+flossmoor_station_brewery-kilt_kicker_wee_heavy,0,0,244628324353,"{""name"":""Kilt Kicker Wee Heavy"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,51,1
+cervecera_hondurea-port_royal_export,0,0,244492926977,"{""name"":""Port Royal Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_hondurea"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+coors_brewing_golden_brewery-blue_moon_abbey_ale,0,0,244486766595,"{""name"":""Blue Moon Abbey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+anheuser_busch-michelob_ultra,0,0,244368343041,"{""name"":""Michelob Ultra"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+clipper_city_brewing_co-heavy_seas_prosit_imperial_oktoberfest_lager,0,0,244489191426,"{""name"":""Heavy Seas Prosit! Imperial Oktoberfest Lager"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Malt focused, made with five types of grain including Vienna and Munich malts – plus a secret extra malt that we use only in our Prosit! Consider this bomber to be the burly big brother to our Clipper City MarzHon, a three year in a row winner at the Great American Beer Festival. We’ve balanced the sweetness of the malt with three kinds of hops making this one of the boldest marzen style lagers you’ll ever try.\r\n\r\n5 Kinds of Malt, 3 Kinds of Hops\r\nestimated ABV 9% estimated IBU 25"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+flying_dog_brewery-old_scratch_lager,0,0,244628324354,"{""name"":""Old Scratch Lager"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This dog enjoys his days in the sun... Old Scratch Amber Lager is a malty, mellow beer that is fermented at medium temperatures to develop both ale and lager characteristics. \""Gold Scratch\"" raises the standard in the amber lager category."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,51,1
+cooper_s_cave_ale_company,0,0,244492992512,"{""name"":""Cooper's Cave Ale Company"",""city"":""Glens Falls"",""state"":""New York"",""code"":""12801"",""country"":""United States"",""phone"":""518.792.0007"",""website"":""http://www.cooperscaveale.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Cooper's Cave Ale Company, Ltd. Micro Brewery is the realized goal of three ale lovers, Ed, Pat and Adrian Bethel. A passion for great English style ales led us to commercially produce small quantities on a brewing system which we built. We gladly welcome visitors to our brewery and tasting room, and now we welcome you to learn more about Cooper's Cave Ale Company."",""address"":[""2 Sagamore Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.3177,""lon"":-73.64}}",1,45,1
+coronado_brewing_company-outlet_stout,0,0,244486832128,"{""name"":""Outlet Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Extremely dark in color, with a malty flavor dominated by caramel and chocolate malts and a slight hoppy bitterness. This full-bodied ale has a nice smooth lasting finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+appalachian_brewing_company-hoppy_trails_india_pale_ale,0,0,244368408576,"{""name"":""Hoppy Trails India Pale Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This IPA is an exciting beer with a floral in aroma and an incredible hop flavor. The maltiness is increased (over a regular pale ale) to help balance the aggressive hop usage. This contributes to the higher alcohol content as well. \r\nWhen India was part of the British Empire, pale ale shipped to the troops would often spoil due to the rough voyage and temperature extremes. The brewers had a theory that if they loaded the beer with extra hops, the hops would preserve the beer. Of course, this added significantly to the beer’s flavor and aroma. When the troops returned to Britain, they had become \""hop-heads\"", appreciating the beauty of the hop \""over-influence\"". Regular pale ale was simply not enough anymore! A new beer style, India Pale Ale, had been created: an aggressively hoppy and now quite happy to be home pale ale."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+coopers_brewery-coopers_best_extra_stout,0,0,244489256960,"{""name"":""Coopers Best Extra Stout"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Now here's a beer with punch! \r\n\r\nCoopers Best Extra Stout is a beacon for lovers of a hearty brew. With its robust flavour it is everything a stout should be. \r\n\r\nBrewed naturally using a top fermentation method, Coopers Stout's unique rich, dark texture comes from specially roasted black malt. \r\n\r\nCoopers Best Extra Stout contains no additives and no preservatives."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+founders_hill_brewing-founders_light,0,0,244628389888,"{""name"":""Founders Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+coronado_brewing_company-coronado_golden_ale,0,0,244493058048,"{""name"":""Coronado Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This golden colored ale is smooth, light in flavor, crisp and very similar to a European-style pilsner. Our Golden ale is delicately hopped with traditional pilsner style Czech Saaz hops. It is one of our most popular beers and considered our gateway beer."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,45,1
+crabtree_brewery,0,0,244486832129,"{""name"":""Crabtree Brewery"",""city"":""Greeley"",""state"":""Colorado"",""code"":""80631"",""country"":""United States"",""phone"":""[970] 356-0516"",""website"":""http://www.crabtreebrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Crabtree Brewing Company is dedicated to serving the environment, the community, our customers, and our valued employees.  Requiring the best ingredients to support unique premium beers.  Keeping a dynamic business mind while remaining modestly profitable.   Employing technology, embracing ethics, growing to meet the needs of our customers and employees, and having fun doing what we love�.Making Great Beer."",""address"":[""625 3rd St. #D""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.4313,""lon"":-104.688}}",1,30,1
+appalachian_brewing_company-mountain_lager,0,0,244368408577,"{""name"":""Mountain Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Dortmunder-Export style of beer was developed in Westfalen, Germany, and is a classic light lager with great character. This style boasts a light golden blonde color and exhibits a moderate hop palate. The finish of our Mountain Lager is rich yet mellow.\r\nOur brewers have developed this beer as a tribute to the Appalachian Mountains where we live and play."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+coronado_brewing_company-uptown_brown,0,0,244489256961,"{""name"":""Uptown Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+frederick_brewing,0,0,244628389889,"{""name"":""Frederick Brewing"",""city"":""Frederick"",""state"":""Maryland"",""code"":""20176"",""country"":""United States"",""phone"":""1-888-258-7434"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4607 Wedgewood Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.3628,""lon"":-77.4265}}",1,51,1
+crane_river_brewpub_and_cafe-homestead_pale_ale,0,0,244493058049,"{""name"":""Homestead Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+dark_horse_brewing_co,0,0,244618821632,"{""name"":""Dark Horse Brewing Co."",""city"":""Marshall"",""state"":""Michigan"",""code"":""49068"",""country"":""United States"",""phone"":""269-781-9940"",""website"":""http://www.darkhorsebrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""511 S. Kalamazoo Ave.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.2667,""lon"":-84.9641}}",1,30,1
+barley_brothers_brewery_and_grill-tripppleberry_wheat,0,0,244368408578,"{""name"":""Tripppleberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_brothers_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,29,1
+crane_river_brewpub_and_cafe-good_life_stout,0,0,244489256962,"{""name"":""Good Life Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+full_sail_brewing_1,0,0,244628455424,"{""name"":""Full Sail Brewing #1"",""city"":""Hood River"",""state"":""Oregon"",""code"":""97031"",""country"":""United States"",""phone"":""1-541-386-2281"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""506 Columbia Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.7103,""lon"":-121.515}}",1,51,1
+degroen_s_grill,0,0,244625637376,"{""name"":""DeGroen's Grill"",""city"":""Baltimore"",""state"":""Maryland"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.2904,""lon"":-76.6122}}",1,45,1
+de_halve_maan-straffe_hendrik_brugse,0,0,244618887168,"{""name"":""Straffe Hendrik Brugse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_halve_maan"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+barley_island_brewing-flat_belly_american_wheat,0,0,244368474112,"{""name"":""Flat Belly American Wheat"",""abv"":3.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+denver_chophouse_and_brewery-lucky_u_denver_special_bitter,0,0,244621705216,"{""name"":""Lucky U Denver Special Bitter"",""abv"":4.46,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+granite_city_food_brewery_saint_cloud-northern_light,0,0,244754808832,"{""name"":""Northern Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+dempsey_s_restaurant_brewery-holiday_wheat_bock,0,0,244625702912,"{""name"":""Holiday Wheat Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dempsey_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,45,1
+de_proef_brouwerij-lozen_boer_abt,0,0,244618887169,"{""name"":""Lozen Boer Abt"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+belhaven_brewery-st_andrews_ale,0,0,244368474113,"{""name"":""St. Andrews Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belhaven_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+desnoes_geddes_ltd,0,0,244621770752,"{""name"":""Desnoes & Geddes Ltd"",""city"":""Kingston"",""state"":"""",""code"":"""",""country"":""Jamaica"",""phone"":""1-876-923-9291"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""214 Spanish Town""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":33.9858,""lon"":-96.6515}}",1,36,1
+gray_brewing-honey_ale,0,0,244754874368,"{""name"":""Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+deschutes_brewery-mirror_mirror,0,0,244625702913,"{""name"":""Mirror Mirror"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Reserve Series romance all began with our first release of this limited-edition brew. Mirror Mirror, born of a double batch of Mirror Pond Pale Ale, is an inspired, barrel-aged barley wine layered with intriguing nuances. Explore this latest incarnation and enjoy its delicious complexity in every sip."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,45,1
+delafield_brewhaus-hops_and_glory_american_ale,0,0,244618887170,"{""name"":""Hops and Glory American Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+big_river_brewing-dry_stout,0,0,244368539648,"{""name"":""Dry Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,29,1
+dock_street_beer,0,0,244621770753,"{""name"":""Dock Street Beer"",""city"":""West Philly"",""state"":""Pennsylvania"",""code"":""19143"",""country"":""United States"",""phone"":""(215)-726-2337"",""website"":""http://www.dockstreetbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""701 S. 50th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9478,""lon"":-75.2229}}",1,36,1
+green_bay_brewing-hinterland_pale_ale,0,0,244754939904,"{""name"":""Hinterland Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+diamond_knot_brewery_alehouse-possession_porter,0,0,244625768448,"{""name"":""Possession Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,45,1
+dempsey_s_restaurant_brewery-golden_eagle,0,0,244618952704,"{""name"":""Golden Eagle"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dempsey_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+boss_browar_witnica_s_a,0,0,244368539649,"{""name"":""BOSS Browar Witnica S.A."",""city"":""Witnica"",""state"":"""",""code"":"""",""country"":""Poland"",""phone"":""48-(95)-751-51-14"",""website"":""http://www.browar-witnica.pl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ul. Marii Konopnickiej 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":52.6739,""lon"":14.9004}}",1,29,1
+drake_s_brewing-maibock,0,0,244621836288,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""drake_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,36,1
+greenshields_brewery_and_pub-greenshields_pale_ale,0,0,244755005440,"{""name"":""Greenshields Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+diebels_privatbrauerei-german_premium_dark,0,0,244625768449,"{""name"":""German Premium Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diebels_privatbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,45,1
+diamond_knot_brewery_alehouse-golden_ale,0,0,244618952705,"{""name"":""Golden Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+boston_beer_company-samuel_adams_imperial_white,0,0,244368605184,"{""name"":""Samuel Adams Imperial White"",""abv"":10.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams® Imperial White is a new perspective on the classic witbier style.  Witbiers are normally light and refreshing with a fruity finish and we wanted to see how these characteristics would stand up when we amped up the recipe.  We were totally blown away by the flavors that were created by this beer.\r\n\r\nThis is not just a more intense version of our spring seasonal Samuel Adams® White Ale.  Imperial White is a new recipe that stands on it own merits.  In fact, it is more of a wine substitute than just another refreshing witbier.  This is a beer that should be sipped and savored and you"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,29,1
+egan_brewing-nitro_pale,0,0,244621836289,"{""name"":""Nitro Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+hacker_pschorr_bru-alt_munich_dark,0,0,244755005441,"{""name"":""Alt Munich Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hacker_pschorr_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+egan_brewing-abbot_pennings_trippel,0,0,244625768450,"{""name"":""Abbot Pennings Trippel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+duck_rabbit_craft_brewery-duck_rabbit_schwarzbier,0,0,244618952706,"{""name"":""Duck-Rabbit Schwarzbier"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duck_rabbit_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,30,1
+brasserie_de_brunehaut-abbaye_de_st_amand,0,0,244368605185,"{""name"":""Abbaye de St Amand"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""A unique 7% Belgian blonde ale, flavoured with juniper berries. The beer has bittersweet malt flavours, and a heady perfumed aroma of orange and juniper."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,29,1
+egan_brewing-o_tay_bockwheat,0,0,244621836290,"{""name"":""O-Tay Bockwheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+hausbrauerei_zum_schlssel-altbier,0,0,244755070976,"{""name"":""Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hausbrauerei_zum_schlssel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,51,1
+f_x_matt_brewing,0,0,244625833984,"{""name"":""F.X. Matt Brewing"",""city"":""Utica"",""state"":""New York"",""code"":""13502"",""country"":""United States"",""phone"":""1-800-690-3181-x222"",""website"":""http://www.saranac.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""811 Edward Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.1045,""lon"":-75.2452}}",1,45,1
+egan_brewing,0,0,244619018240,"{""name"":""Egan Brewing"",""city"":""De Pere"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.4489,""lon"":-88.0604}}",1,30,1
+brasserie_de_l_abbaye_val_dieu-winter,0,0,244368605186,"{""name"":""Winter"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_val_dieu"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+ej_phair_brewing_company_and_alehouse-marzen,0,0,244621836291,"{""name"":""Marzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ej_phair_brewing_company_and_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+industrias_la_constancia_ilc-suprema,0,0,244755070977,"{""name"":""Suprema"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""industrias_la_constancia_ilc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+firehouse_brewing-smoke_jump_stout,0,0,244625833985,"{""name"":""Smoke Jump Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+el_ahram_company,0,0,244619018241,"{""name"":""el ahram company"",""city"":"""",""state"":"""",""code"":"""",""country"":""Egypt"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,30,1
+brasserie_mcauslan-st_ambroise_pale_ale,0,0,244485914624,"{""name"":""St-Ambroise Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_mcauslan"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+elk_creek_cafe_and_aleworks-elk_creek_copper_ale,0,0,244621901824,"{""name"":""Elk Creek Copper Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""This beautifully colored ale strikes an agreeable balance between malt and hops. Caramel + toffee notes from the use of more highly kilned malts step up to complement this beers assertive hop profile."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,36,1
+iron_springs_pub_brewery-fairfax_coffee_porter,0,0,244755070978,"{""name"":""Fairfax Coffee Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+fish_brewing_company_fish_tail_brewpub-mudshark_porter,0,0,244625833986,"{""name"":""Mudshark Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,45,1
+emery_pub,0,0,244619018242,"{""name"":""Emery Pub"",""city"":""Emeryville"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.8313,""lon"":-122.285}}",1,30,1
+brasseries_kronenbourg-1664,0,0,244485914625,"{""name"":""1664"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasseries_kronenbourg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+empyrean_brewing_company,0,0,244621901825,"{""name"":""Empyrean Brewing Company"",""city"":""Lincoln"",""state"":""Nebraska"",""code"":""68508"",""country"":""United States"",""phone"":""1-402-434-5959"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""729 Q Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8155,""lon"":-96.7105}}",1,36,1
+island_brewing_company,0,0,244755136512,"{""name"":""Island Brewing Company"",""city"":""Carpinteria"",""state"":""California"",""code"":""93013"",""country"":""United States"",""phone"":""1-805-745-8272"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5049 Sixth Street""]}",1,51,1
+3_fonteinen_brouwerij_ambachtelijke_geuzestekerij,0,0,244380663808,"{""name"":""3 Fonteinen Brouwerij Ambachtelijke Geuzestekerij"",""city"":""Beersel"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-02-/-306-71-03"",""website"":""http://www.3fonteinen.be/index.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hoogstraat 2A""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7668,""lon"":4.3081}}",1,60,1
+fitger_s_brewhouse_brewery_and_grill-habanero,0,0,244625899520,"{""name"":""Habañero"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+esser_s_cross_plains_brewery-esser_s_best,0,0,244619083776,"{""name"":""Esser's Best"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""esser_s_cross_plains_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""German Style Lager"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+bricktown_brewery,0,0,244485914626,"{""name"":""Bricktown Brewery"",""city"":""Dubuque"",""state"":""Iowa"",""code"":""52001"",""country"":""United States"",""phone"":""1-563-582-0608"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""299 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.4965,""lon"":-90.6652}}",1,29,1
+engine_house_9-barleywine,0,0,244621967360,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+jacob_leinenkugel_brewing_company,0,0,244755136513,"{""name"":""Jacob Leinenkugel Brewing Company"",""city"":""Chippewa Falls"",""state"":""Wisconsin"",""code"":""54729"",""country"":""United States"",""phone"":""1-715-723-5557"",""website"":""http://www.leinie.com/welcome.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Jefferson Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.9449,""lon"":-91.3968}}",1,51,1
+512_brewing_company-512_alt,0,0,244380663809,"{""name"":""(512) ALT"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""(512) ALT is a German-style amber ale that is fermented cooler than typical ales and cold conditioned like a lager. ALT means “old” in German and refers to a beer style made using ale yeast after many German brewers had switched to newly discovered lager yeast. This ale has a very smooth, yet pronounced, hop bitterness with a malty backbone and a characteristic German yeast character. Made with 98% Organic 2-row and Munch malts and US noble hops."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,60,1
+flatlander_s_restaurant_brewery-prairie_wheat_beer,0,0,244625899521,"{""name"":""Prairie Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+f_x_matt_brewing-pomegranate_wheat,0,0,244619083777,"{""name"":""Pomegranate Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This wholesome combination of unfiltered wheat beer and real pomegranate juice makes a smooth refreshing beer with all the goodness of pomegranate. Look for a light body with a slight tart finish and golden straw color."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,30,1
+brooklyn_brewery-brooklyn_summer_ale,0,0,244485980160,"{""name"":""Brooklyn Summer Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""It is light with a bit of a citrus flavor.  A pretty standard summer seasonal."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,29,1
+esser_s_cross_plains_brewery-esser_s_cross_plains_special,0,0,244621967361,"{""name"":""Esser's Cross Plains Special"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""esser_s_cross_plains_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,36,1
+john_harvard_s_brewhouse_wilmington,0,0,244755202048,"{""name"":""John Harvard's Brewhouse - Wilmington"",""city"":""Wilmington"",""state"":""Delaware"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.7458,""lon"":-75.5467}}",1,51,1
+adnams_co-nut_brown_ale,0,0,244380729344,"{""name"":""Nut Brown Ale"",""abv"":3.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+flying_dog_brewery-garde_dog,0,0,244625965056,"{""name"":""Garde Dog"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Proving the French may actually know something we don't... Garde Dog is a traditional French Biere de Garde or \""beer for keeping\"". This classic farmhouse ale was brewed in March for drinking during the spring and summer months. With it's toasted aroma and spicy, malty sweetness Garde Dog will liberate you from the winter doldrum.""}",1,45,1
+f_x_matt_brewing-roggen_bock,0,0,244619083778,"{""name"":""Roggen Bock"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the tradition of great German Bock beers with only German malts and hops, using 20% rye, malt to give it a distinctive spicy, yet smooth character. You'll love the rich flavors and deep red color of this unique German Brew."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,30,1
+broughton_ales-black_douglas,0,0,244486045696,"{""name"":""Black Douglas"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broughton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+fauerbach_brewing_company-fauerbach_export,0,0,244622032896,"{""name"":""Fauerbach Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fauerbach_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Actually a Dortmunder/Export style"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+kelmer_s_brewhouse-independence_ale,0,0,244755202049,"{""name"":""Independence Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kelmer_s_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+anheuser_busch-michelob_hop_hound_amber_wheat,0,0,244380729345,"{""name"":""Michelob Hop Hound Amber Wheat"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Unfiltered American amber wheat ale brewed with a blend of imported and domestic hops for a balanced slightly citrus hop aroma and caramel malty taste."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,60,1
+flying_dog_brewery-woody_creek_white,0,0,244625965057,"{""name"":""Woody Creek White"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our tribute to the town we consider to be \""Gonzo Ground Zero\""... Woody Creek White is a traditional Belgian-style Wit Beer, brewed with unique ingredients like orange peel and coriander, resulting in a refreshing and slightly citrus flavor, perfect for the \""Dog Days of Summer\""."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,45,1
+f_x_matt_brewing-saranac_oatmeal_stout,0,0,244619149312,"{""name"":""Saranac Oatmeal Stout"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Oatmeal Stout is brewed with a delicate balance of the finest grown oats, selected hops, and our traditional ale yeast. Look for a sweet, dark chocolate and roasted taste."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,30,1
+brouwerij_boon-pertotale_faro,0,0,244486045697,"{""name"":""Pertotale Faro"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_boon"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+faultline_brewing_2-best_bitter,0,0,244622032897,"{""name"":""Best Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+klosterbrauerei_weltenburg-winter_traum,0,0,244755202050,"{""name"":""Winter-Traum"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_weltenburg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,51,1
+atwater_block_brewing,0,0,244380729346,"{""name"":""Atwater Block Brewing"",""city"":""Detroit"",""state"":""Michigan"",""code"":""48207"",""country"":""United States"",""phone"":""1-313-877-9205"",""website"":""http://www.atwaterbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Atwater Block Brewery, located in Detroit's historic Rivertown district is housed in a 1916 factory warehouse that was founded in March of 1997. Our brewing process however, is over 200 years old. We are able to brew our brands in the true heritage style of German lagers. With our imported Kasper Schultz brew house, only the finest malt and hops from Germany are used to brew our lagers and only the finest American hops for our specialty Ale's. Atwater block beers are distinctly fresh and flavorful, which is why we have a slogan We drink all we can and sell the rest..  Atwater Block Brewery is carrying on the rich history of breweries in Detroit, we are THE brewery of the D."",""address"":[""237 Joseph Campau Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3372,""lon"":-83.0186}}",1,60,1
+fordham_brewing,0,0,244626030592,"{""name"":""Fordham Brewing"",""city"":""Annapolis"",""state"":""Maryland"",""code"":""21401"",""country"":""United States"",""phone"":""1-410-216-9730"",""website"":""http://www.ramsheadtavern.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""95 Cathedral Street, Suite 200""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.9773,""lon"":-76.4948}}",1,45,1
+faultline_brewing_1,0,0,244619149313,"{""name"":""Faultline Brewing #1"",""city"":""Sunnyvale"",""state"":""California"",""code"":""94086"",""country"":""United States"",""phone"":""1-408-736-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1235 Oakmead Parkway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.387,""lon"":-121.993}}",1,30,1
+brouwerij_de_dolle_brouwers-oerbier,0,0,244486045698,"{""name"":""Oerbier"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+firehouse_grill_brewery,0,0,244622032898,"{""name"":""Firehouse Grill & Brewery"",""city"":""Sunnyvale"",""state"":""California"",""code"":""94086"",""country"":""United States"",""phone"":""1-408-773-9500"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""111 South Murphy Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.3775,""lon"":-122.03}}",1,36,1
+left_hand_brewing_company-widdershins_barleywine,0,0,244755202051,"{""name"":""Widdershins Barleywine"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+bad_frog_brewery_company,0,0,244380729347,"{""name"":""Bad Frog Brewery Company"",""city"":""Rose City"",""state"":""Michigan"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.4214,""lon"":-84.1167}}",1,60,1
+founders_hill_brewing-blacksmith_stout,0,0,244626030593,"{""name"":""Blacksmith Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+fitger_s_brewhouse_brewery_and_grill-el_nino_ipa,0,0,244619149314,"{""name"":""El Niño IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+brouwerij_de_dolle_brouwers,0,0,244486045699,"{""name"":""Brouwerij De Dolle Brouwers"",""city"":""Esen"",""state"":""West-Vlaanderen"",""code"":""BE-8160"",""country"":""Belgium"",""phone"":"""",""website"":""http://www.dedollebrouwers.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Roeselarestraat 12b""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.0281,""lon"":2.9038}}",1,29,1
+flying_bison_brewing,0,0,244622098432,"{""name"":""Flying Bison Brewing"",""city"":""Buffalo"",""state"":""New York"",""code"":""14207"",""country"":""United States"",""phone"":""1-716-873-1557"",""website"":""http://www.flyingbisonbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""For more than 800 years, brewing beer has been regulated by laws in Germany. A long tradition that all the German brewers still obey to: In 1165 the first fine for serving bad beer was imposed in Augsburg. From 1487 onwards every brewer in Munich had to confirm on an oath to the ducal Rentmeister of Upper Bavaria, stating that he would not use any ingredients but barley, hops, and water to brew beer. Originally, this oath was valid in Munich only. In 1987 it was renewed by the Munich brewers."",""address"":[""491 Ontario Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.9561,""lon"":-78.8966}}",1,36,1
+lwenbru_munich,0,0,244877557760,"{""name"":""Lwenbru Munich"",""city"":""Toronto"",""state"":""Ontario"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Toronto ON""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.7379,""lon"":-79.5714}}",1,51,1
+barley_creek_brewing-rescue_ipa,0,0,244380729348,"{""name"":""Rescue IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Hopped four separate times with pure Centennial hops for one of the hoppiest brews around. With a nice dry finish, Rescue IPA is our Mug Club's favorite."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,60,1
+frontwaters_restaurant_and_brewing,0,0,244626030594,"{""name"":""Frontwaters Restaurant and Brewing"",""city"":""Marblehead"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.5403,""lon"":-82.7355}}",1,45,1
+flensburger_brauerei-flensburger_pilsner,0,0,244619214848,"{""name"":""Flensburger Pilsner"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flensburger_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,30,1
+brouwerij_st_bernardus-grotten_brown,0,0,244486111232,"{""name"":""Grotten Brown"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""The latest acquisition “Grottenbier” was created by Master Brewer Pierre Celis. It is an aromatic dark beer with 6.5% alcohol content.\r\n\r\nIn the marl pits in Kanne ( Belgium) and Valkenburg (the Netherlands), deep under the ground, you can taste the Grottenbier in a constant temperature of 11° Celsius.\r\n\r\nAs it is the case with Champagne, the bottles are placed in a “pupitre” with results in an additional fermentation. \r\n\r\nThis beer with a high fermentation with a second fermentation in the bottle has been pointed out as one of the best 10 present-day beers by beer guru Michael Jackson."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,29,1
+fratellos_restaurant_and_brewery-fox_tail_amber_ale,0,0,244622098433,"{""name"":""Fox Tail Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,36,1
+maclay_and_co-the_only_oat_malt_stout_in_the_world,0,0,244877557761,"{""name"":""The Only Oat Malt Stout In The World"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maclay_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+barrel_house_brewing_co-cumberland_pale_ale,0,0,244380794880,"{""name"":""Cumberland Pale Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barrel_house_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Early Cincinnati brewers shipping their beers into Tennessee would generously hop their beer to prevent spoilage during the long arduous trip over the Cumberland Trail. This classic interpretation of the American Pale Ale features a solid foundation of pale malt loaded with fresh Cascade hops. Here’s to getting where you’re going!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+gasthof_brauerei_zum_frohsinn,0,0,244626096128,"{""name"":""Gasthof-Brauerei zum Frohsinn"",""city"":""Arbon"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-71-474-84-84"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Romanshornerstrasse 15""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5171,""lon"":9.43}}",1,45,1
+goose_island_beer_company_clybourn-honest_stout,0,0,244619214849,"{""name"":""Honest Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+brouwerij_van_hoegaarden,0,0,244486111233,"{""name"":""Brouwerij van Hoegaarden"",""city"":""Hoegaarden"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-016-76-98-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Stoopkensstraat 46""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7778,""lon"":4.8877}}",1,29,1
+full_sail_brewing_1-wassail_winter_ale,0,0,244622098434,"{""name"":""Wassail Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,36,1
+mad_anthony_brewing-auburn,0,0,244877623296,"{""name"":""Auburn"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+bavarian_barbarian_brewing_company-headbangerz_brown_ale,0,0,244380794881,"{""name"":""Headbangerz Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavarian_barbarian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Headbangerz Brown Ale is based on an English brown ale style. Its color is a demonic, dark reddish-brown. This beer is subtly sweet and punctuated with roasty, nutty flavors. The hops take a back seat and simply complement the malt character.  Headbangerz Brown Ale is perfect for any Autumn outdoor activities or for relaxing on Summer evenings. Headbangerz Brown Ale is named in honor of Barbarian Chief's, Mike Hiller, hardworking former co-workers – heavy metal freaks and masters of metal fabrication."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+goose_island_beer_company_fulton_street-stockyard_oatmeal_stout,0,0,244626096129,"{""name"":""Stockyard Oatmeal Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,45,1
+goose_island_beer_company_fulton_street-oatmeal_stout,0,0,244619214850,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+c_b_potts_of_cheyenne-big_horn_light,0,0,244486176768,"{""name"":""Big Horn Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+glacial_lakes_brewing-pale,0,0,244622163968,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glacial_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+magic_hat-thumbsucker,0,0,244877623297,"{""name"":""Thumbsucker"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Vermont Imperial Stout\r\nPast the dark and into the deep lies this stout and hearty hale ale from a far off forsaken age. Black like shimmering shades of furthest night, this ale will warm your cold limbs and light your mind's fire.\r\n\r\nThumbsucker(tm), big full-bodied, dark beer with a rich, roasted malt flavor and balanced by an assertive hop bitterness, is our salute to the rarest Imperial Stouts of lore."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,51,1
+belfast_bay_brewing_company,0,0,244380794882,"{""name"":""Belfast Bay Brewing Company"",""city"":""Belfast"",""state"":""Maine"",""code"":""4915"",""country"":""United States"",""phone"":""207-338-4216"",""website"":""http://www.belfastbaybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""100 Searsport Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.4295,""lon"":-68.975}}",1,60,1
+great_divide_brewing-samurai,0,0,244752056320,"{""name"":""Samurai"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Looking for something a little different? Brewed with rice and barley malts, Samurai is an easy drinking, unfiltered ale that changes the status quo for unfiltered beers. The addition of rice gives Samurai a slightly fruity, crisp, refreshing and clean taste. This is definitely not your everyday unfiltered beer.""}",1,45,1
+gottberg_brew_pub-heavenly_helles,0,0,244619280384,"{""name"":""Heavenly Helles"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+camerons_brewery_company-long_leg_english_fuggles_hop_ale,0,0,244486176769,"{""name"":""Long Leg English Fuggles Hop Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""camerons_brewery_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+golden_pacific_brewing-golden_gate_copper_ale,0,0,244622163969,"{""name"":""Golden Gate Copper Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,36,1
+main_street_beer_company_1,0,0,244877688832,"{""name"":""Main Street Beer Company #1"",""city"":""Richmond"",""state"":""Virginia"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.543,""lon"":-77.4691}}",1,51,1
+bell_s_brewery_inc-kalamazoo_stout,0,0,244380794883,"{""name"":""Kalamazoo Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A full-bodied stout with plenty of roast flavor. Kalamazoo Stout is available year round, leading our vast portfolio of stouts."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,60,1
+great_divide_brewing-titan_ipa,0,0,244752121856,"{""name"":""Titan IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditionally India Pale Ales, the hoppiest of all pales, were brewed with more alcohol and large quantities of hops in order to survive the lengthy ocean journey from the U.K. to India. Unlike our brewing forefathers, Great Divide enjoys the modern benefits of refrigeration and we don’t have any plans to ship Titan IPA to India. Instead, we brew Titan IPA for hop disciples – independent beer drinkers seeking out robust, flavorful beers characterized by their abundance of hops flavor, aroma and bitterness. As a big, aggressively hopped India Pale Ale, Titan IPA fills this bill – beginning with piney hop aromas and citrus hop flavors, and finishing with a rich, malty sweetness that is carefully balanced with crisp hop bitterness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,45,1
+granite_city_food_brewery_saint_cloud-broad_ax_stout,0,0,244746289152,"{""name"":""Broad Ax Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+carlsberg_bryggerierne-jacobsen_dark_lager,0,0,244486176770,"{""name"":""Jacobsen Dark Lager"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlsberg_bryggerierne"",""updated"":""2010-07-22 20:00:20"",""description"":""Original Dark Lager is brewed according to J.C. Jacobsen's original recipe. The colour is chestnut. It has a Hersbrucker hiop aroma while the floor malted Munich malt adds a caramel character. The carbonisation is gentle and the hop bitterness is soft. Enjoy at 6-8C.""}",1,29,1
+goose_island_beer_company_fulton_street-summertime_kolsch,0,0,244622229504,"{""name"":""Summertime Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+martini_brauerei,0,0,244877688833,"{""name"":""Martini-Brauerei"",""city"":""Kassel"",""state"":""Hessen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)561-/-7885-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Klnische Strae 94-104""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.3175,""lon"":9.4793}}",1,51,1
+big_rock_brewery-traditional_ale,0,0,244380794884,"{""name"":""Traditional Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+green_bay_brewing-hinterland_maple_bock,0,0,244752121857,"{""name"":""Hinterland Maple Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+great_divide_brewing-great_divide_saison,0,0,244746354688,"{""name"":""Great Divide Saison"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our homage to the beers that have quenched the thirst of Belgian farm workers for centuries. Brewed with barley, wheat and rice and fermented at high temperatures with a special blend of four different yeast strains, Saison is fruity and slightly tart, with a dry finish that makes it that rarest of treats–a beer as refreshing as it is complex."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,30,1
+celis_brewery-raspberry,0,0,244486242304,"{""name"":""Raspberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""celis_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,29,1
+grumpy_troll_restaurant_and_brewery-grumpy_two,0,0,244748517376,"{""name"":""Grumpy Two"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+mckenzie_brew_house-french_country_spring_beer,0,0,244877688834,"{""name"":""French Country Spring Beer"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+big_sky_brewing-scape_goat_pale_ale,0,0,244380794885,"{""name"":""Scape Goat Pale Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scape Goat is our award-winning Pale Ale. It is a very smooth brew, refreshing and well-balanced. Scape Goat took home the Gold Medal from the North American Brewers' Association competitions as the best English-style pale ale brewed west of the Mississippi, but only because it is the best. Scape Goat is brewed with pale, crystal malts, and Kent Goldings and Crystal Hops. Scape Goat is 3.8% alcohol by weight and 4.7% by volume."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+green_bay_brewing-hinterland_pub_draught,0,0,244752187392,"{""name"":""Hinterland Pub Draught"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+green_mill_brewing_saint_paul-kabeelo_lodge_lager,0,0,244746354689,"{""name"":""Kabeelo Lodge Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+celis_brewery,0,0,244486242305,"{""name"":""Celis Brewery"",""city"":""Austin"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":30.2672,""lon"":-97.7431}}",1,29,1
+hair_of_the_dog_brewing,0,0,244748517377,"{""name"":""Hair of the Dog Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97202"",""country"":""United States"",""phone"":""1-503-232-6585"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4509 SE 23rd Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.4901,""lon"":-122.643}}",1,36,1
+mckenzie_brew_house-unicorn_amber_ale,0,0,244877688835,"{""name"":""Unicorn Amber Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,51,1
+bison_brewing,0,0,244380860416,"{""name"":""Bison Brewing"",""city"":""Berkeley"",""state"":""California"",""code"":""94704"",""country"":""United States"",""phone"":""1-510-841-7734"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2598 Telegraph Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.8634,""lon"":-122.259}}",1,60,1
+green_mill_brewing_saint_paul-gunflint_gold_ale,0,0,244752187393,"{""name"":""Gunflint Gold Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+grolsche_bierbrouwerij-grolsch_pilsner_speciale,0,0,244746354690,"{""name"":""Grolsch Pilsner Speciale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grolsche_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""Grolsch Speciale Pilsner is a special version of the Grolsch Premium Pilsner. It has a fruitier taste than the Premium Pilsner."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,30,1
+central_waters_brewing_company,0,0,244486242306,"{""name"":""Central Waters Brewing Company"",""city"":""Amherst"",""state"":""Wisconsin"",""code"":""54406"",""country"":""United States"",""phone"":""1-715-824-2739"",""website"":""http://www.centralwaters.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewing since 1998, Central Waters Brewing Company is built on the solid reputation of producing the finest quality beer in Central Wisconsin: Ouisconsing Red Ale, Happy Heron Pale Ale, Mudpuppy Porter, and many more."",""address"":[""351 Allen Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.4419,""lon"":-89.2797}}",1,29,1
+hapa_s_brew_haus_and_restaurant-red_sky_amber_lager,0,0,244748582912,"{""name"":""Red Sky Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+mehana_brewing-beer,0,0,244877754368,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mehana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+21st_amendment_brewery_cafe-potrero_esb,0,0,244380860416,"{""name"":""Potrero ESB"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditional English E.S.B. made with English malt and hops. Fruity aroma with an imparted tart flavor brought about by replicating the water profile in England at Burton on Trent."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,61,1
+brasserie_de_vervifontaine,0,0,244380860417,"{""name"":""Brasserie de Vervifontaine"",""city"":""Jalhay-Vervifontaine"",""state"":""Lige"",""code"":"""",""country"":""Belgium"",""phone"":""32-087-64-83-03"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Vervierfontaine 100""]}",1,60,1
+heavenly_daze_brewery_and_grill-amber_daze,0,0,244752252928,"{""name"":""Amber Daze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,45,1
+heartland_brewery_union_square-farmer_jon_s_oatmeal_stout,0,0,244746420224,"{""name"":""Farmer Jon's Oatmeal Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":""Hearty, creamy oatmeal stout has hints of espresso and an elegant dark chocolate sweetness. Flavor and aroma are characteristic of Espresso and Dark Chocolate. It has a rich, silky, full, and complex body with a long, rich, smooth finish."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,30,1
+cervejaria_de_macau-lager,0,0,244486307840,"{""name"":""Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_de_macau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+harbor_city_brewing-main_street_brown_ale,0,0,244748582913,"{""name"":""Main Street Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harbor_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+midnight_sun_brewing_co-meltdown_double_ipa,0,0,244877819904,"{""name"":""Meltdown Double IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The days are long but the season is short. So what gives? Sleep! After doing more before midnight than most Outsiders do in a week, Alaskans deserve some down time. And these moments of relaxation demand more than that ordinary, non-distinct lawn mower beer. Celebrate a day well done with a beer done well—a seriously delicious IPA with some scorchin’ hops. \r\n\r\nOur new seasonal double IPA is designed to keep you incredibly hopped up spring through summer."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,51,1
+abbaye_de_maredsous-8,0,0,244380925952,"{""name"":""8"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_de_maredsous"",""updated"":""2010-07-22 20:00:20"",""description"":""Moortgat's Maredsous 8 is a fine strong dubbel that is sweet when young but develops a stout like flavour as it ages."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,61,1
+brauerei_reissdorf,0,0,244499283968,"{""name"":""Brauerei Reissdorf"",""city"":""Kln"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2236-/-9655-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Emil-Hoffmann-Strae 4-10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.8753,""lon"":6.9944}}",1,60,1
+heineken_international-lager_beer,0,0,244752252929,"{""name"":""Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_international"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+hoppin_frog_brewery-smashing_berry_dark,0,0,244746420225,"{""name"":""Smashing Berry Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Fresh, natural fruit flavor and a hint of chocolate malt makes this dark beer something really special. The just picked, fresh fruit flavor is very evident in this beer."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,30,1
+cj_s_brewery_grill,0,0,244486307841,"{""name"":""CJ's Brewery & Grill"",""city"":""La Jolla"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.8575,""lon"":-117.876}}",1,29,1
+hc_berger_brewing-rauchbier,0,0,244748582914,"{""name"":""Rauchbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hc_berger_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+midnight_sun_brewing_co-obliteration_vi,0,0,244877819905,"{""name"":""Obliteration VI"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion & purpose, we present this series of experimental hop-driven beers. Using different hop varieties & brewing techniques, we aim to educate the palate & challenge the hophead in you.\r\n\r\nObliteration VI is a Double IPA brewed with Summit, Summit and Summit; 95 IBU’s"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,51,1
+anheuser_busch-bud_light_golden_wheat,0,0,244380991488,"{""name"":""Bud Light Golden Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,61,1
+breckenridge_brewery-avalanche_amber,0,0,244499349504,"{""name"":""Avalanche Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,60,1
+hoffbrau_steaks_brewery_1-buffalo_ale,0,0,244752252930,"{""name"":""Buffalo Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+idaho_brewing-dr_hops_pale_ale,0,0,244746485760,"{""name"":""Dr. Hops Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""idaho_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+cricket_hill-colonel_blide_s_cask_ale,0,0,244486373376,"{""name"":""Colonel Blide's Cask Ale"",""abv"":5.5,""ibu"":31.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-12-06 13:08:34"",""description"":""A tasty, moderately hoppy, easy to drink beer with an orange marmalade hue with a frothy, off-white head. An herbal hop aroma with a hint of lemon and pine. This beer is not overly bitter, with orangy citrus and pine hop with slight earthy notes! There is a malty biscuit flavor that balances the hops. Makes me wish I had some Fish & Chips!!"",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,29,1
+hereford_hops_restaurant_and_brewpub_1-lichthaus_lager,0,0,244748648448,"{""name"":""Lichthaus Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+midnight_sun_brewing_co-uranus_100_brettanomyces_golden_ale,0,0,244877819906,"{""name"":""Uranus - 100% Brettanomyces Golden Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Uranus, ruler of the heavens, reigns supreme with beauty and brilliance. Gloriously gold in color, URANUS Golden Ale holds title to our first 100% Brettanomyces fermentation and conditioning. Brewed by mere mortals and blessed by the beer gods, this ale deserves to be worshipped."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,51,1
+back_road_brewery-millennium_lager,0,0,244380991489,"{""name"":""Millennium Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic pilsner."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,61,1
+brewery_corsendonk-monk_pale_ale_agnus_dei,0,0,244499349505,"{""name"":""Monk Pale Ale / Agnus Dei"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_corsendonk"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+hoppers_seafood_grill-uno_mas,0,0,244752252931,"{""name"":""Uno Mas"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppers_seafood_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+iron_springs_pub_brewery-kent_lake_kolsch,0,0,244746485761,"{""name"":""Kent Lake Kolsch"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+cropton_brewery,0,0,244486373377,"{""name"":""Cropton Brewery"",""city"":""Pickering"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01751)-417330"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Cropton""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":54.2912,""lon"":-0.8406}}",1,29,1
+hirschbru_privatbrauerei_hss,0,0,244748648449,"{""name"":""Hirschbru Privatbrauerei Hss"",""city"":""Sonthofen"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8321-/-6633-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Grntenstrae 7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5132,""lon"":10.279}}",1,36,1
+milly_s_tavern,0,0,244877885440,"{""name"":""Milly's Tavern"",""city"":""Manchester"",""state"":""New Hampshire"",""code"":""3102"",""country"":""United States"",""phone"":""1-603-625-4444"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""500 Commercial Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.9945,""lon"":-71.4674}}",1,51,1
+bear_republic_brewery-racer_5_ipa,0,0,244381057024,"{""name"":""Racer 5 IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a hoppy IPA. Did I say hops? Your brewer is a hop head! This is a full bodied beer using American grains. The goal was to create a base for showing off the unique floral qualities of two Pacific Northwest hops, Columbus and Cascade. Columbus is a new hybrid High Alpha Acid hop used mostly for bittering, but used heavily as an aromatic in this strong brew. Cascade is the balance that ties the malt and bittering hops together. It is a true specialty ale and is our brewer's statement on this style."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+brewery_de_troch-chapeau_peche_lambic,0,0,244499349506,"{""name"":""Chapeau Pêche Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,60,1
+jack_s_brewing,0,0,244752318464,"{""name"":""Jack's Brewing"",""city"":""Fremont"",""state"":""California"",""code"":""94538"",""country"":""United States"",""phone"":""1-510-796-2036"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""39176 Argonaut Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.5441,""lon"":-121.988}}",1,45,1
+james_page_brewing,0,0,244746485762,"{""name"":""James Page Brewing"",""city"":""Minneapolis"",""state"":""Minnesota"",""code"":""55413"",""country"":""United States"",""phone"":""1-612-789-0400"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1500 Jackson Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.0039,""lon"":-93.2502}}",1,30,1
+delafield_brewhaus-amber,0,0,244618493952,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,29,1
+jack_s_brewing-red_ale,0,0,244748713984,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+mishawaka_brewing-four_horsemen_ale,0,0,244877885441,"{""name"":""Four Horsemen Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,51,1
+bent_river_brewing,0,0,244381057025,"{""name"":""Bent River Brewing"",""city"":""Moline"",""state"":""Illinois"",""code"":""61265"",""country"":""United States"",""phone"":""1-309-797-2722"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1413 Fifth Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5059,""lon"":-90.5171}}",1,61,1
+bridgeport_brewing,0,0,244499415040,"{""name"":""BridgePort Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97209"",""country"":""United States"",""phone"":""1-503-241-7179"",""website"":""http://www.bridgeportbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1313 NW Marshall Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5311,""lon"":-122.685}}",1,60,1
+jobber_s_canyon_restaurant_brewery-tip_top_pale_ale,0,0,244752318465,"{""name"":""Tip Top Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jobber_s_canyon_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+karl_strauss_brewery_gardens_sorrento_mesa-endless_summer_gold,0,0,244746551296,"{""name"":""Endless Summer Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+dempsey_s_restaurant_brewery-bad_bear_brown,0,0,244618559488,"{""name"":""Bad Bear Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dempsey_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,29,1
+karl_strauss_brewery_gardens_sorrento_mesa-amber_lager,0,0,244748713985,"{""name"":""Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+mishawaka_brewing-wall_street_wheat_ale,0,0,244877885442,"{""name"":""Wall Street Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+big_buck_brewery-big_buck_beer,0,0,244381057026,"{""name"":""Big Buck Beer"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_buck_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A standard American-style beer and our flagship brand.  A small amount of corn is added to the grist to give the brew a smooth character.  Features a rich, golden color and a light malt character balanced with a mild dose of hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,61,1
+burton_bridge_brewery-olde_expensive_ale,0,0,244499415041,"{""name"":""Olde Expensive Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burton_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,60,1
+joboy_s_brew_pub-manheim_red,0,0,244752318466,"{""name"":""Manheim Red"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joboy_s_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship beer, is amber to red in color with a medium body, slight caramel sweetness, and a balance more towards malt than hops. This beer is a true crowd-pleaser and keeps you coming back for more."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,45,1
+kelmer_s_brewhouse-krystal,0,0,244746551297,"{""name"":""Krystal"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kelmer_s_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+deschutes_brewery-brocken_top_bock,0,0,244618559489,"{""name"":""Brocken Top Bock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Broken Top Bock is a malt forward, high gravity lager with a subtle aroma and warming sweetness.  Czech Saaz hops balance a diverse malt composition that creates the flavor, color and mouth feel.  The lager yeast chosen for this beer plays an important role in the flavor contribution, adding sweet fruit overtones.  This bock boasts a clever 7% alcohol by volume so don’t let it “kick” you off of your stool."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,29,1
+keg_microbrewery_restaurant-pale_ale,0,0,244748713986,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keg_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+mission_springs_brewing-oatmeal_stout,0,0,244877950976,"{""name"":""Oatmeal Stout"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mission_springs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+big_ridge_brewing-17_cream_ale,0,0,244381057027,"{""name"":""#17 Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,61,1
+caledonian_brewing-double_dark,0,0,244499415042,"{""name"":""Double Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caledonian_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+joshua_huddy_s_brew_pub_and_grill-amber,0,0,244752384000,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joshua_huddy_s_brew_pub_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,45,1
+kona_brewing,0,0,244746551298,"{""name"":""Kona Brewing"",""city"":""Kailua-Kona"",""state"":""Hawaii"",""code"":""96740"",""country"":""United States"",""phone"":""1-808-334-1133"",""website"":""http://www.konabrewingco.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""75-5629 Kuakini Highway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":19.642,""lon"":-155.996}}",1,30,1
+dix_barbecue_brewery-red_truck_lager,0,0,244618625024,"{""name"":""Red Truck Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+king_and_barnes,0,0,244748779520,"{""name"":""King and Barnes"",""city"":""Horsham"",""state"":""West Sussex"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.0638,""lon"":-0.327}}",1,36,1
+nebraska_brewing_company,0,0,244877950977,"{""name"":""Nebraska Brewing Company"",""city"":""Papillion"",""state"":""Nebraska"",""code"":""68046"",""country"":""United States"",""phone"":""1-402-934-7100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7474 Towne Center Parkway #101""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.244,""lon"":-107.879}}",1,51,1
+big_time_brewing-bhagwan_s_best_ipa,0,0,244381122560,"{""name"":""Bhagwan's Best IPA"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Building on a classic English style and adding some uniquely Northwest touches, Bhagwan's Best has developed fiercely loyal following wherever it is served.  Bursting with local hop flavor, bitterness, and aroma, it is a particular treat when served dry-hopped and cask-conditioned on Big Time's beer engine. O.G. 16 Plato (1.064), alcohol is approximately 5% by weight."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+cedar_brewing-pardon_me_porter,0,0,244499480576,"{""name"":""Pardon Me Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,60,1
+la_jolla_brew_house-stout,0,0,244752384001,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+kulmbacher_brauerei_ag-eisbock,0,0,244746616832,"{""name"":""Eisbock"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,30,1
+dixon_s_downtown_grill-angel_amber,0,0,244618625025,"{""name"":""Angel Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixon_s_downtown_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,29,1
+knig_ludwig_schlobrauerei_kaltenberg-konig_ludwig_weissbier_hell,0,0,244748779521,"{""name"":""König Ludwig Weissbier Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knig_ludwig_schlobrauerei_kaltenberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,36,1
+north_coast_brewing_company-old_rasputin_russian_imperial_stout,0,0,244877950978,"{""name"":""Old Rasputin Russian Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Produced in the tradition of 18th Century English brewers who supplied the court of Russia's Catherine the Great, Old Rasputin seems to develop a cult following wherever it goes. It's a rich, intense brew with big complex flavors and a warming finish."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,51,1
+blue_point_brewing-oatmeal_stout,0,0,244381122561,"{""name"":""Oatmeal Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,61,1
+celis_brewery-white,0,0,244499546112,"{""name"":""White"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""celis_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+labatt_ontario_breweries,0,0,244752384002,"{""name"":""Labatt Ontario Breweries"",""city"":""London"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-519-663-5050"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""150 Simcoe Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.9778,""lon"":-81.2467}}",1,45,1
+lake_placid_pub_brewery-lake_placid_frostbite_ale,0,0,244746616833,"{""name"":""Lake Placid Frostbite Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_placid_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+dragonmead_microbrewery-erik_the_red,0,0,244618690560,"{""name"":""Erik the Red"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An Irish style red (amber) beer. Light in finish but bold in taste. Melanoidin malt is added for the red color and the spicy finish comes through from the Chinook hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,29,1
+kostritzer_schwarzbierbrauerei-schwarzbier,0,0,244748779522,"{""name"":""Schwarzbier"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kostritzer_schwarzbierbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,36,1
+oconomowoc_brewing-alt,0,0,244878016512,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oconomowoc_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,51,1
+blue_point_brewing-oktoberfest,0,0,244381122562,"{""name"":""Oktoberfest"",""abv"":5.01,""ibu"":28.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-12-20 15:35:15"",""description"":""Blue Point Octoberfest is another palate-pleasing seasonal brew. Originally brewed in 1810 to celebrate the betrothal of the Crown Prince of Bavaria, Blue Point continues the celebration by traditionally brewing this special malty amber lager every October. Octoberfest lager is stored cold for 2 months to ensure its distinct smooth flavor. Tap a pint and celebrate the season!"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,61,1
+cervejaria_sudbrack-eisenbahn_weizenbock,0,0,244499546113,"{""name"":""Eisenbahn Weizenbock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_sudbrack"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,60,1
+lakefront_brewery-pumpkin_lager,0,0,244752449536,"{""name"":""Pumpkin Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+lakefront_brewery-klisch,0,0,244746682368,"{""name"":""Klisch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+elliott_bay_brewery_and_pub,0,0,244618690561,"{""name"":""Elliott Bay Brewery and Pub"",""city"":""Seattle"",""state"":""Washington"",""code"":""98116"",""country"":""United States"",""phone"":""1-206-932-8695"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4720 California Avenue SW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5604,""lon"":-122.387}}",1,29,1
+kulmbacher_brauerei_ag-monchshof_premium_schwarzbier,0,0,244748845056,"{""name"":""Mönchshof Premium Schwarzbier"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""Schwarzbier means \""black beer\"" in German. It is a medium-bodied, malt-accented dark brew, very opaque and deep-sepia in color, with a chewy texture and a firm, creamy, long-lasting head. In spite of its dark color, it comes across as a soft and elegant brew that is rich, mild, and surprisingly balanced. It never tastes harsh, toasty or acrid. The beer is often referred to as a Schwarzpils, a \""black Pils,\"" but, unlike a blond Pils, which can be assertively bitter, the hop bitterness in Schwarzbier is always gentle and subdued.\r\n\r\nIn a glass, Schwarzbier looks much like a British dark ale, but looks can be deceiving. Schwarzbier, unlike a British ale, has a clean lager taste that leaves next to no perception of fruitiness on the palate. Instead, Schwarzbier produces very mild, almost bittersweet, notes of chocolate, coffee, and vanilla. Like most traditional German lagers, Schwarzbier has a malty middle, but the sweetness is never cloying or overpowering. The beer is moderately to well attenuated and the finish tends to be dry. Its alcohol level by volume is in the range of 4.5 to 5%, rarely higher. To accentuate the Schwarzbier's dark elegance and appealing head, always serve it in a tall, fluted or tulip-shaped glass."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,36,1
+otto_s_pub_and_brewery-apricot_wheat,0,0,244878016513,"{""name"":""Apricot Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A light American wheat ale with the delicate aroma and flavor of apricot.  ABV  4.7%"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,51,1
+bluegrass_brewing_company_inc,0,0,244381122563,"{""name"":""Bluegrass Brewing Company, Inc."",""city"":""Louisville"",""state"":""Kentucky"",""code"":""40207"",""country"":""United States"",""phone"":""502-899-7070"",""website"":""http://www.bbcbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The original Bluegrass Brewing Company opened in 1993 at this location, 3929 Shelbyville Road, near Westport Rd., & Chenoweth, & Breckenridge Lanes. It is the city's oldest remaining brewpub and was the first to make a significant mark on the national brewpub and microbrewery scene. Louisville's best beer is made at this location, and large glass windows in the back dining room allow you to witness the brewing operation. The headbrewer is Jerry Gnagy, assisted by Sam Cruz and Cody Mingus."",""address"":[""3929 Shelbyville Rd.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.253,""lon"":-85.654}}",1,61,1
+cheshire_cat_brewery-fat_cat,0,0,244499611648,"{""name"":""Fat Cat"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cheshire_cat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+lammin_sahti_oy,0,0,244752449537,"{""name"":""Lammin Sahti Oy"",""city"":""Lammi"",""state"":"""",""code"":""0"",""country"":""Finland"",""phone"":""358-3-633-5444"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Liesontie 554""]}",1,45,1
+mcmenamins_mill_creek-nebraska_bitter,0,0,244869431296,"{""name"":""Nebraska Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+etna_brewing-export,0,0,244618690562,"{""name"":""Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""etna_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+liberty_steakhouse_and_brewery-rocket_s_red_ale,0,0,244748845057,"{""name"":""Rocket's Red Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A blend of Pacific Northwest hops and three different caramel malts combine to give this beer its unique character."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,36,1
+otto_s_pub_and_brewery-otto_s_weizenbock,0,0,244878016514,"{""name"":""Otto's Weizenbock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong dark German style wheat bock. This wheat beer is estery like the hefeweizen, but bigger with more of everything."",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,51,1
+boston_beer_company-samuel_adams_cream_stout,0,0,244381122564,"{""name"":""Samuel Adams Cream Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Cappucino of beers. Roasty, smooth and sweet.\r\nSamuel Adams® Cream Stout is a true cream stout, balancing body and sweetness with the natural spiciness of grain and hand selected English hops. Our Brewers use generous portions of roasted chocolate and caramel malts as well as unroasted barley to impart a fullness of body, a roasty malt character and rich, creamy head. Its dark mahogany color make it almost as easy on the eyes as it is on the palate."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+coopers_brewery-coopers_sparkling_ale,0,0,244499611649,"{""name"":""Coopers Sparkling Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The ale by which all others should be measured. With its famous cloudy sediment and its distinctive balance of malt, hops and fruity characters, the old 'Red Label' is a tasty slice of Coopers history. \r\n\r\nLittle has changed since Thomas Cooper produced his first batch of Coopers Sparkling Ale in 1862. It's still brewed naturally using the century old top fermentation method and it still tastes great! \r\n\r\nSparkling Ale contains no additives or preservatives."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,60,1
+latrobe_brewing,0,0,244752449538,"{""name"":""Latrobe Brewing"",""city"":""Latrobe"",""state"":""Pennsylvania"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.3212,""lon"":-79.3795}}",1,45,1
+michigan_brewing-big_mac,0,0,244869496832,"{""name"":""Big Mac"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Made popular in the 19th century in Dortmunder, Germany, these pale golden lagers exhibit a classic clean character with notes of biscuity malts. Bitterness is akin to a German Pilsner with an aromatic aroma. Mouthfeel is firm and even, with an overall dry tone."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+fish_brewing_company_fish_tail_brewpub-blonde_ale,0,0,244618690563,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+live_oak_brewing,0,0,244871331840,"{""name"":""Live Oak Brewing"",""city"":""Austin"",""state"":""Texas"",""code"":""78702"",""country"":""United States"",""phone"":""1-512-385-2299"",""website"":""http://www.liveoakbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Live Oak Brewing Company is truly a home-grown Austin enterprise. Two of Austin's own homebrews, Chip McElroy and Brian Peters, literally hand-built the brewery and were the two main brewers, keg washers, delivery persons, and proselytizers. Live Oak has grown since then, but we are still just as passionate about providing delicious old-world style beers that are rarely commercially available. Our special beers are brewed in limited quantities in a small east Austin brewery and are available in fine pubs and restaurants in Austin, Dallas, Houston, Alpine, Marathon, San Marcos and San Antonio."",""address"":[""3301-B East Fifth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.2541,""lon"":-97.7055}}",1,36,1
+paulaner-hefeweizen,0,0,245001814016,"{""name"":""Hefeweizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""Paulaner Hefe-Weißbier is the best-selling beer by the Paulaner Brewery. Specially produced top-fermented yeast is what gives it its unmistakeable character: sparkling light, fruity, and just a tiny bit bitter. Because it is not filtered during the brewing process, it retains its originality and the many vitamins, minerals and trace elements.\r\n\r\nHefe Weissbier Naturtrüb:\r\n12.5% original wort; 5.5% alcohol; 44 kcal/100 ml"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,51,1
+brasserie_mcauslan-st_ambroise_oatmeal_stout,0,0,244499742720,"{""name"":""St-Ambroise Oatmeal Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_mcauslan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,61,1
+cooperstown_brewing_company-old_slugger_pale_ale,0,0,244499611650,"{""name"":""Old Slugger Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Old Slugger\"" is a hearty Pale Ale, copper in color, crisp malty fullness on the front of the palate and lingering hop bitterness on the back with a dry finish.  It is brewed with four barley malts, including two-row English pale and crystal malts, balanced with Mt. Hood, Cascade and Fuggle hops, and fermented in open vessels by Ringwood Yeast, a true top-fermenting ale yeast. \""Old Slugger\"" is the flagship beer of the Cooperstown Brewing Company and was first brewed in July 1995 and bottled in November 1995."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+le_cheval_blanc,0,0,244752449539,"{""name"":""Le Cheval Blanc"",""city"":""Montreal"",""state"":""Quebec"",""code"":""0"",""country"":""Canada"",""phone"":""1-514-522-0211"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""809 Rue Ontario Est""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.5181,""lon"":-73.5642}}",1,45,1
+midnight_sun_brewing_co-envy,0,0,244869562368,"{""name"":""Envy"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""ENVY Imperial Pilsner obsessively desires to be better than the world’s most common lager. Envy vies for attention with its beautifully bright, golden color and tightly-formed crown. Intense yet true pilsner malt provides the perfect base for profuse citrus, floral and spicy hop flavor. Envy achieves distinction, making other beers turn green.""}",1,30,1
+goose_island_beer_company_clybourn-strong_brown_ale,0,0,244618756096,"{""name"":""Strong Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,29,1
+lost_coast_brewery-hefeweizen,0,0,244871331841,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+privatbrauerei_bolten-alt,0,0,245001879552,"{""name"":""Alt"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_bolten"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,51,1
+brennerei_distillerie_radermacher-rader_ambree,0,0,244499808256,"{""name"":""Rader Ambrée"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brennerei_distillerie_radermacher"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+corner_pub,0,0,244499611651,"{""name"":""Corner Pub"",""city"":""Reedsburg"",""state"":""Wisconsin"",""code"":""53959"",""country"":""United States"",""phone"":""1-608-524-8989"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""100 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.5323,""lon"":-90.0099}}",1,60,1
+lion_nathan_australia_hunter_street,0,0,244875001856,"{""name"":""Lion Nathan Australia  Hunter Street"",""city"":""Sydney"",""state"":""New South Wales"",""code"":"""",""country"":""Australia"",""phone"":""61-(02)-9320-2200"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Level 15, 20 Hunter Street""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-33.8687,""lon"":151.217}}",1,45,1
+minocqua_brewing_company-rye_porter,0,0,244869562369,"{""name"":""Rye Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark, full bodied ale has a hint of rye accompanied by chocolate malt. The perfect brew for relaxed sipping!"",""style"":""Porter"",""category"":""Irish Ale""}",1,30,1
+gordon_biersch_brewing-golden_export,0,0,244618756097,"{""name"":""Golden Export"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+main_street_alehouse-eager_beaver_ipa,0,0,244871397376,"{""name"":""Eager Beaver IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,36,1
+privatbrauerei_erdinger_weissbru-weissbier_pikantus,0,0,245001879553,"{""name"":""Weißbier Pikantus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_erdinger_weissbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,51,1
+broughton_ales-border_gold_oranic_ale,0,0,244499808257,"{""name"":""Border Gold Oranic Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broughton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""According to legend, gold panned from the crystal clear Border streams of the Yarrow valley, nearby the site of the Broughton Ales brewery, was used to make the third wedding ring of Mary Queen of Scots.\r\n \r\nThis golden coloured ale is brewed with a skilful blend of organically grown hops and malt, and pure Scottish water to the exacting standards required by Soil Association Certification Ltd. of the United Kingdom.\r\n\r\nThe end result is a light golden coloured, clean tasting beer with an excellent hop aroma and aftertaste.\r\n\r\nAt 6.0% ABV a premium ale for those who know and care about what they eat and drink.\r\n\r\nBorder Gold has won several awards, the most recent being a bronze medal in the International Brewing Awards in Munich 2005."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,61,1
+crooked_river_brewing,0,0,244499677184,"{""name"":""Crooked River Brewing"",""city"":""Cleveland"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.4995,""lon"":-81.6954}}",1,60,1
+long_trail_brewing_co,0,0,244875067392,"{""name"":""Long Trail Brewing Co"",""city"":""Bridgewater Corners"",""state"":""Vermont"",""code"":""5035"",""country"":""United States"",""phone"":""802) 672-5011"",""website"":""http://www.longtrail.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Long Trail Brewery is a microbrewery located in Bridgewater, Vermont, USA. It was opened in May of 1989 by Andy Pherson, who now serves both as the company's president and brewmaster. The company's first brewery was located in the basement of the Bridgewater Woolen Mill in Vermont's Green Mountains, but by 1995 the company had become popular enough that it was able to relocate to a state-of-the-art brewery and visitor center (featuring an open-air deck overlooking the Ottaquechee River) in Bridgewater Corners, VT."",""address"":[""Route 4 & 100A""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.5882,""lon"":-72.6563}}",1,45,1
+montana_brewing-harvest_ale,0,0,244869627904,"{""name"":""Harvest Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+gottberg_brew_pub-bugeater_brown_ale,0,0,244618821632,"{""name"":""Bugeater Brown Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,29,1
+michigan_brewing-celis_pale_bock,0,0,244871397377,"{""name"":""Celis Pale Bock"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian, lightly spiced pale ale. This caramel colored, light-bodied brew has a mild caramel flavor, a hint of orange peel and coriander and slight hop bitterness."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,36,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-dpa,0,0,245001945088,"{""name"":""DPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+3_fonteinen_brouwerij_ambachtelijke_geuzestekerij-drie_fonteinen_kriek,0,0,244381188096,"{""name"":""Drie Fonteinen Kriek"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""3_fonteinen_brouwerij_ambachtelijke_geuzestekerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,62,1
+brouwerij_liefmans-goudenband_1999,0,0,244499808258,"{""name"":""Goudenband 1999"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+crooked_waters_brewing,0,0,244499677185,"{""name"":""Crooked Waters Brewing"",""city"":""Peoria"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.6936,""lon"":-89.589}}",1,60,1
+lowenbrau_brauerei-dunkel,0,0,244875132928,"{""name"":""Dunkel"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lowenbrau_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+nordsj_grdsbryggeri-ostgota_blabars,0,0,244869627905,"{""name"":""Östgöta Blåbärs"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nordsj_grdsbryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+great_dane_pub_and_brewing_1-old_scratch_barleywine_2000,0,0,244745961472,"{""name"":""Old Scratch Barleywine 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+mickey_finn_s_brewery-wee_heavy,0,0,244871462912,"{""name"":""Wee Heavy"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,36,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-summer_brau,0,0,245001945089,"{""name"":""Summer Brau"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+abita_brewing_company-strawberry,0,0,244381188097,"{""name"":""Strawberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:55:43"",""description"":""Strawberry Harvest Lager is a wheat beer made with real Louisiana strawberries."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,62,1
+bulmer_cider-strongbow_cider,0,0,244499873792,"{""name"":""Strongbow Cider"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bulmer_cider"",""updated"":""2010-07-22 20:00:20"",""description"":""Strongbow is a brand of cider manufactured in England by Bulmers. It is the UK's most popular cider[citation needed], accounting for more than half of the draught cider sold in British pubs. Strongbow is also unique in that it is produced with a Royal Warrant."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,61,1
+daleside_brewery,0,0,244499742720,"{""name"":""Daleside Brewery"",""city"":""Harrogate"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01423)-880022"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Camwal Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":53.9999,""lon"":-1.501}}",1,60,1
+mad_anthony_brewing-harry_baals_stout,0,0,244875198464,"{""name"":""Harry Baals Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+oggi_s_pizza_and_brewing_vista-torrey_pines_ipa,0,0,244869627906,"{""name"":""Torrey Pines IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,30,1
+great_divide_brewing-bee_sting_honey_ale,0,0,244746027008,"{""name"":""Bee Sting Honey Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+mill_steakhouse-5280_roadhouse_ghost_town_brown,0,0,244871462913,"{""name"":""5280 Roadhouse Ghost Town Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mill_steakhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+pyramid_alehouse_brewery_and_restaurant_berkeley,0,0,245001945090,"{""name"":""Pyramid Alehouse, Brewery and Restaurant - Berkeley"",""city"":""Berkeley"",""state"":""California"",""code"":""94710"",""country"":""United States"",""phone"":""1-510-528-9880"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""901 Gilman Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5917,""lon"":-122.335}}",1,51,1
+alltech_s_lexington_brewing_company-limestone_crisp_hoppy_pale_ale_discontinued,0,0,244381188098,"{""name"":""Limestone Crisp-Hoppy Pale Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alltech_s_lexington_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+cains-2008_culture_beer,0,0,244499873793,"{""name"":""2008 Culture Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cains"",""updated"":""2011-05-17 03:27:08"",""description"":""A full, clean and refreshing pale coloured bitter with an abundance of citrus hop character created by the blend of dry and late hopping techniques.\n\nIt also has subtle hints of malt and fruit on aroma and palate which gives the beer a well rounded balance."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,61,1
+de_dochter_van_de_korenaar,0,0,244631928832,"{""name"":""de dochter van de korenaar"",""city"":""baarle-hertog"",""state"":"""",""code"":""2387"",""country"":""Belgium"",""phone"":""0032 14699800"",""website"":""http://www.dedochtervandekorenaar.be"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""pastoor de katerstraat 24""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.4421,""lon"":4.9232}}",1,60,1
+mad_river_brewing-double_india_pale_ale,0,0,244875198465,"{""name"":""Double India Pale Ale"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+old_hat_brewery-alt,0,0,244869627907,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,30,1
+great_lakes_brewing-edmund_fitzgerald_porter,0,0,244746027009,"{""name"":""Edmund Fitzgerald Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,29,1
+minhas_craft_brewery-berghoff_original_lager_beer,0,0,244871462914,"{""name"":""Berghoff Original Lager Beer"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minhas_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+ramapo_valley_brewery-demon_fuel,0,0,245002010624,"{""name"":""Demon Fuel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ramapo_valley_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+amherst_brewing_company,0,0,244381253632,"{""name"":""Amherst Brewing Company"",""city"":""Amherst"",""state"":""Massachusetts"",""code"":""1002"",""country"":""United States"",""phone"":""413-253-4400"",""website"":""http://www.amherstbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Amherst Brewing Company is a full-service brewpub located in downtown Amherst, Massachusetts. Our 10-Barrel brewery is visible from the bar and produces some of the finest ales and lagers for serving in our 150-seat restaurant and 100-seat lounge and game room. Brewery tours can be made by appointment. Our giant, brass-top bar seats over 30 people and is fully stocked, including Single Malt Scotches and Small Batch Bourbons. An additional 40 seats are available on our seasonal patio; the best place in town to relax and enjoy an ABC draft or specialty brew while watching passersby. --From Amherst Website"",""address"":[""24 North Pleasant Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.3763,""lon"":-72.5199}}",1,62,1
+cj_s_brewery_grill-mocha_joe,0,0,244499939328,"{""name"":""Mocha Joe"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cj_s_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+devil_mountain_brewing-black_honey_ale,0,0,244631994368,"{""name"":""Black Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""devil_mountain_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,60,1
+mambo_beer-beer,0,0,244875198466,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mambo_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+oyster_bar_bistro_and_brewery-lighthouse_ale,0,0,244869693440,"{""name"":""Lighthouse Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oyster_bar_bistro_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+great_waters_brewing_company,0,0,244746092544,"{""name"":""Great Waters Brewing Company"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":""55102"",""country"":""United States"",""phone"":""1-651-224-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""426 St.Peter Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9467,""lon"":-93.097}}",1,29,1
+moon_river_brewing_company-dixie_crystal,0,0,244871528448,"{""name"":""Dixie Crystal"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Belgian Trippel tradition calls for a moderately heavy grist of golden pilsner malt and \""Candy\"" sugar that sends the yeast into overdrive. We used local Dixie Crystal."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,36,1
+restaurant_isarbru-stationsweizen,0,0,245002010625,"{""name"":""Stationsweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""restaurant_isarbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,51,1
+anheuser_busch-bud_light,0,0,244381253633,"{""name"":""Bud Light"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Introduced nationally in 1982, Bud Light is brewed using a blend of domestic and imported hops as well as a combination of barley malts and rice. It contains more malt and hops by ratio of ingredients than Budweiser, which gives the brew a distinctively clean and crisp taste."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,62,1
+cooper_s_cave_ale_company-radeau_red_ale,0,0,244500004864,"{""name"":""Radeau Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Cooper's Cave Ale Company's flagship ale is an Irish Red Ale. Three English Malts and one Belgian Munich Malt make up the grain bill. It is a full bodied Red Ale packed with flavor, blended with American Nugget hops for bitterness and East Kent Golding for flavor and aroma. This ale has turned the heads of many \""dyed in the wool\"" American lager drinkers."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,61,1
+dixon_s_downtown_grill-wazee_wheat,0,0,244632059904,"{""name"":""Wazee Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixon_s_downtown_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,60,1
+manayunk_brewery_and_restaurant-slam_dunkel,0,0,244875264000,"{""name"":""Slam Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+pike_pub_and_brewery-weisse,0,0,244992770048,"{""name"":""Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+harpoon_brewery_boston-harpoon_leviathan,0,0,244746092545,"{""name"":""Harpoon Leviathan"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""Harpoon Leviathan Imperial IPA will challenge your senses and your palate. As the vibrant aroma rushes out of your glass you will notice the blend of piney and tropical fruit notes.  At first sip, this big beer starts with apowerful hop bitterness up front and an aggressive hop flavor and character throughout. \r\n\r\nLeviathan Imperial IPA is brewed with tons of pale malt and just enough caramel malt to provide a sweet malt body to balance the hop intensity. We used copious amounts of a variety of hops including Chinook, Centennial, Simcoe, and Amarillo at various points during the boil to create a complex hop flavor and clean lingering bitter finish. We then fermented the beer with Harpoon’s own versatile proprietary yeast.   Finally, we dry hopped at a rate of over 1 lb a barrel to produce this beer’s massive aroma."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,29,1
+nicolet_brewing-oktoberfest,0,0,244871528449,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+rogue_ales-morimoto_black_obi_soba_ale,0,0,245002010626,"{""name"":""Morimoto Black Obi Soba Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""The Morimoto Black Obi Soba Ale is part of the Rogue Ales Signature Series with internationally acclaimed Chef Masaharu Morimoto--a James Beard awarded chef and one of the stars of the Food Network series, Iron Chef. \r\n\r\nBlack Obi Soba Ale is dedicated to Phred Kaufmann, Rogues Distributor in Japan for the past decade--an International Rogue who runs Beer Inn Mugishutei in Sapporo (http://www.ezo-beer.com/index-e.html). Black Obi Soba is brewed with roasted buckwheat and malts (2-row pale, Munich, C-15, c-60 and Weyermann - note, this beer contains Gluten) providing a rich nut-laced flavor, while the 3 hop varieties (Horizon. Sterling and Cascade) blend to provide a refreshing zest. Morimoto Black Obi Soba Ale is packaged in a 22oz screened bottle and is available in select markets.\r\nTo learn more about the Chef, visit Morimotos web page."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,51,1
+anheuser_busch-jack_s_pumpkin_spice_ale,0,0,244381253634,"{""name"":""Jack's Pumpkin Spice Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Our fall seasonal is a subtle, well-balanced ale, copper in color, offering rich, full flavors and aromas of pumpkin and spices."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,62,1
+coronado_brewing_company-mermaids_red_ale,0,0,244500004865,"{""name"":""Mermaids Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A well balanced, medium-to full bodied beer, red in color and very flavorful. The red color and slight caramel-roasted flavor comes from generous amounts of caramel malts and a touch of chocolate malts. Well hopped to balance the malty sweetness, and dry-hopped with cascade for a full hop flavor and aroma."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,61,1
+dogfish_head_craft_brewery-chateau_jiahu,0,0,244632059905,"{""name"":""Chateau Jiahu"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""9000 year old Chateau Jiahu stands apart as the most ancient, chemically-attested alcoholic beverage in the world. Its recreation is based on painstaking excavation by Chinese archaeologists of Jiahuin the Yellow River basin, state-of-the-art microanalysis of pottery residues by American laboratories, and the inspired \""Neolithic\"" brewing of Dogfish Head Craft Brewery. Chateau Jiahu, then as now, opens a window into the world of our ancestors."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,60,1
+margaritaville_brewing_company-lone_palm_ale,0,0,244875264001,"{""name"":""Lone Palm Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""margaritaville_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,45,1
+pyramid_ales_brewery-pyramid_hefe_weizen,0,0,244992835584,"{""name"":""Pyramid Hefe Weizen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed by the original Wheat Beer Pioneers, Pyramid Hefe Weizen is left unfiltered for extra flavor and aroma. \r\n\r\nHandcrafted with 60% malted wheat (10% more than Bavarian tradition calls for), our award-winning Hefe Weizen is unsurpassed in quality and exceptionally smooth and refreshing for the whole beer experience."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,30,1
+harvey_son_lewes-elizabethan_ale,0,0,244746092546,"{""name"":""Elizabethan Ale"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvey_son_lewes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+nodding_head_brewpub,0,0,244871528450,"{""name"":""Nodding Head Brewpub"",""city"":""Philadelphia"",""state"":""Pennsylvania"",""code"":""19102"",""country"":""United States"",""phone"":""1-215-569-9525"",""website"":""http://www.noddinghead.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1516 Sansom Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9502,""lon"":-75.1666}}",1,36,1
+ruppaner_brauerei,0,0,245002076160,"{""name"":""Ruppaner-Brauerei"",""city"":""Konstanz"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7531-/-9373-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hoheneggstrae 41-51""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6855,""lon"":9.208}}",1,51,1
+appleton_brewing,0,0,244381253635,"{""name"":""Appleton Brewing"",""city"":""Appleton"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.2619,""lon"":-88.4154}}",1,62,1
+crane_river_brewpub_and_cafe-zoo_brew_25,0,0,244500004866,"{""name"":""Zoo Brew 25"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,61,1
+dogfish_head_craft_brewery-fort,0,0,244632059906,"{""name"":""Fort"",""abv"":18.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong ale brewed with a ridiculous amount of pureed raspberries (over a ton of em!)."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,60,1
+marin_brewing-hefe_weiss,0,0,244875329536,"{""name"":""Hefe Weiss"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+red_oak_brewery,0,0,244992901120,"{""name"":""Red Oak Brewery"",""city"":""Whitsett"",""state"":""North Carolina"",""code"":""27377"",""country"":""United States"",""phone"":""1-888-Red-Oaks"",""website"":""http://www.redoakbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Red Oak Brew Pub was opened in February of 1991. In addition to brewing according to the Law of Purity, we decided not to filter or pasteurize our Bavarian Lagers to ensure the vitamins remain whole for that rich, mellow taste. Within months of opening the pub we began selling Red Oak to other accounts in the Greensboro area. In no time the 6 original aging tanks were maxed out so we added on to the building and installed 13 new tanks. By 2001 Red Oaks popularity had grown so much that we were brewing 24/7...and out of aging capacity. We began the search for a location to build a larger brewery with space to accommodate future growth.  After settling on a 12 acre tract along I 40/85 between Greensboro and Burlington in 2003...we began discussions with 3 Bavarian Brewery fabricators. Rolec of Cheming, Bavaria was chosen to supply the new brewery; and in 2005 construction began on the building to house it.  By the summer of 2007 Red Oak was ready to open the nation's most modern computerized brewing facility...consistently producing the Freshest, Purest, Bavarian Lagers in America."",""address"":[""6901 Konica Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.0613,""lon"":-79.5695}}",1,30,1
+harviestoun_brewery,0,0,244746158080,"{""name"":""Harviestoun Brewery"",""city"":""Alva"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01259)-769100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hillfoots Business Village""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":56.1531,""lon"":-3.8006}}",1,29,1
+north_country_brewery-paddlers_pale_ale,0,0,244871593984,"{""name"":""Paddlers Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This clean, crisp ale was dry-hopped and is as refreshing as a plunge in the Slippery Rock Creek."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+saint_louis_brewery_schlafy_tap_room-schlafly_barleywine,0,0,245002076161,"{""name"":""Schlafly Barleywine"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,51,1
+arthur_guinness_son-foreign_extra_stout,0,0,244381253636,"{""name"":""Foreign Extra Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arthur_guinness_son"",""updated"":""2010-12-20 15:44:53"",""description"":""Foreign Extra Stout is brewed with generous hops and roasted barley for a bittersweet balance & full-flavored, natural bite. Developed over 200 years ago for global export from Ireland, the addition of extra hops ensured this Stout would arrive to its destination in perfect condition. Today, Guinness Foreign Extra Stout is enjoyed by millions of people around the world."",""style"":""Foreign (Export)-Style Stout"",""category"":""Irish Ale""}",1,62,1
+diamond_knot_brewery_alehouse-brown_ale,0,0,244632387584,"{""name"":""Brown Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,61,1
+eddie_mcstiff_s_brewpub,0,0,244632059907,"{""name"":""Eddie McStiff's Brewpub"",""city"":""Moab"",""state"":""Utah"",""code"":""84532"",""country"":""United States"",""phone"":""1-435-259-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""57 South Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.5725,""lon"":-109.551}}",1,60,1
+mckenzie_brew_house-east_kent_ipa,0,0,244875329537,"{""name"":""East Kent IPA"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,45,1
+rock_bottom_restaurant_brewery_milwaukee-hefeweizen,0,0,244992901121,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,30,1
+hops_grillhouse_brewery_cherry_creek-lightning_bold_gold,0,0,244746158081,"{""name"":""Lightning Bold Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_grillhouse_brewery_cherry_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+oregon_trader_brewing-russian_imperial_stout,0,0,244871593985,"{""name"":""Russian Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oregon_trader_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+san_marcos_brewery_grill,0,0,245002076162,"{""name"":""San Marcos Brewery & Grill"",""city"":""San Marcos"",""state"":""California"",""code"":""92069"",""country"":""United States"",""phone"":""1-760-471-0050"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1080 West San Marcos Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.1345,""lon"":-117.191}}",1,51,1
+australian_brewing_corporation-king_lager,0,0,244381319168,"{""name"":""King Lager"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""australian_brewing_corporation"",""updated"":""2010-07-22 20:00:20"",""description"":""King Lager is brewed to an all Australian full strength formula in Germany, by the Giessener Brauhaus who have over 100 years of brewing knowledge. Made 100% naturally, King Lager complies with the strict German Purity Law of 1516 resulting in a superior tasting lager of world standing.\r\n\r\nOnly the highest quality barley malt, hops, water and yeast, have been combined to give King Lager its unique malt character and crisp, distinctive taste.\r\n\r\nThe sophisticated King Lager packaging reflects the quality of this exceptional, full flavoured beer. The sleek, contoured bottle, stylish 4 pack design and premium labelling makes this lager stand out amongst the best in any environment. \r\n\r\nKing Lager is full strength with 5.2% alc/vol, 20 beers to a case and 375ml of classic, crisp, clean beer in every bottle.\r\n\r\nMake your move now to King Lager – it’s world class"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,62,1
+diamond_knot_brewery_alehouse-industrial_ipa,0,0,244632453120,"{""name"":""Industrial IPA"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""This one's a butt-kicker! Essentially, the same recipe as the IPA, but with approximately 25% more grain and twice the hops!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,61,1
+edelweissbrauerei_farny-edelweiss,0,0,244632125440,"{""name"":""Edelweiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""edelweissbrauerei_farny"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,60,1
+mendocino_brewing_hopland-blue_heron_pale_ale,0,0,244875329538,"{""name"":""Blue Heron Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+rock_bottom_restaurant_brewery_milwaukee-honey_creek_pale_ale,0,0,244992901122,"{""name"":""Honey Creek Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+hops_haven_brew_haus,0,0,244746223616,"{""name"":""Hops Haven Brew Haus"",""city"":""Sheboygan"",""state"":""Wisconsin"",""code"":""53081"",""country"":""United States"",""phone"":""1-920-457-4677"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1327 North 14th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.7594,""lon"":-87.7228}}",1,29,1
+orlando_brewing-orlando_blonde_ale,0,0,244871593986,"{""name"":""Orlando Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orlando_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+sand_creek_brewing_company-whiskey_barrel_whitetail_cream_ale,0,0,245002141696,"{""name"":""Whiskey Barrel Whitetail Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+backwater_brewing-cat_tail_pale_ale,0,0,244381319169,"{""name"":""Cat Tail Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""backwater_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+eagle_brewing-golden,0,0,244632453121,"{""name"":""Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eagle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+egan_brewing-smokey_the_beer,0,0,244632125441,"{""name"":""Smokey the Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+michigan_brewing-superior_stout,0,0,244875395072,"{""name"":""Superior Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""All the good stuff and just a little bit more. Michigan Brewing Company is proud to offer this thick and creamy stout with all the roasted, coffee-like flavor you can handle. Need we say more?"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+sabmiller_india-peroni,0,0,244992966656,"{""name"":""Peroni"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Peroni Nastro Azzurro is an intensely crisp and refreshing lager beer, with\r\nan unmistakable touch of Italian style\r\nhttp://www.sabmiller.in/brands_peroni.html\r\nPeroni Beer, Peroni Lager Beer, Peroni Nastro Azzurro Bee"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,30,1
+humboldt_brewing-black_xantus,0,0,244746223617,"{""name"":""Black Xantus"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A bourbon barrel aged Imperial Stout infused with coffee."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,29,1
+pabst_brewing_company,0,0,244871659520,"{""name"":""Pabst Brewing Company"",""city"":""San Antonio"",""state"":""Texas"",""code"":""78296"",""country"":""United States"",""phone"":""1-800-935-2337"",""website"":""http://www.pabst.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At Pabst Brewing Company, we make beer with history, with a sense of place. From Milwaukee to Motown, through the Pacific Northwest and back East again, our brands are like family and hometown friends. And we should know a little something about regional pride: Since we started in 1844, we've welcomed 24 new states into the Union. Today, Pabst crafts over 25 classic brews with strict adherence to original standards of quality. Our brands rack up national and international festival awards. Most important, they continue to make memories in the places that mean a lot to our consumers."",""address"":[""PO Box 1661""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":29.43,""lon"":-98.49}}",1,36,1
+saxer_brewing-pilsner,0,0,245002141697,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saxer_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+barley_island_brewing-60_shilling_scotch_ale,0,0,244381319170,"{""name"":""60 Shilling Scotch Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+abbaye_de_maredsous,0,0,244381384704,"{""name"":""Abbaye de Maredsous"",""city"":""Dene"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)82-69-82-11"",""website"":""http://www.maredsous10.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue de Maredsous, 11""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.3093,""lon"":4.7646}}",1,63,1
+egan_brewing-stuvenbrau_maibock,0,0,244632518656,"{""name"":""Stüvenbräu Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,61,1
+elysian_brewery_public_house-zephyrus_pilsner,0,0,244632190976,"{""name"":""Zephyrus Pilsner"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+middle_ages_brewing-old_marcus_ale,0,0,244875395073,"{""name"":""Old Marcus Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Typically Yorkshire. A strong Ale in which all English grown hop varieties are used. The grassy earthy character of Kent Goldings hops is the keynote in the aroma and finish. Try with fish and chips or a meat pie."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,45,1
+santa_barbara_brewing-pacific_pale,0,0,244992966657,"{""name"":""Pacific Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_barbara_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+humboldt_brewing-summer_nectar_wheat_ale,0,0,244746289152,"{""name"":""Summer Nectar Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+pete_s_brewing-bohemian_pilsner,0,0,244995325952,"{""name"":""Bohemian Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+schooner_brewery-oktoberfest,0,0,245002141698,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,51,1
+barley_john_s_brewpub-wild_brunette,0,0,244381319171,"{""name"":""Wild Brunette"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+allentown_brew_works-hop_explosion,0,0,244381450240,"{""name"":""Hop Explosion"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoppiest Brew Works beer ever? The smell of grapefruit, a sweet malt flavor, and oh by the way, lots of hop bitterness. Brewed in the tradition of West Coast ales, we have put loads of malt and hops in our kettle to come up with this sensational ale. Brewed with pale, and crystal malts, hopped with Tomahawks for Yakima Valley, WA. This beer styled has made many a microbrewery famous and this one is sure to please all those who love hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+elgood_sons,0,0,244632518657,"{""name"":""Elgood & Sons"",""city"":""Wisbech"",""state"":""Cambridge"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wisbech PE13 1LN""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.6643,""lon"":0.1595}}",1,61,1
+emerson_brewing,0,0,244632190977,"{""name"":""Emerson Brewing"",""city"":""Dunedin"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""64-(03)-477-1812"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""14 Wickliffe Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-45.872,""lon"":170.518}}",1,60,1
+midnight_sun_brewing_co-venus_belgian_style_quadrupel,0,0,244875460608,"{""name"":""Venus - Belgian-style Quadrupel"",""abv"":16.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Venus—goddess of love and beauty—exudes grace and voluptuousness. Indulgent with lush dark malts and sensuous star anise, VENUS is decadent and divine in body and spirit. Leisure lounging in French oak Cabernet Sauvignon wine casks results in a lovely liquid feast of fabulously luxurious flavors."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,45,1
+schloss_eggenberg-samichlaus_bier_2006,0,0,244993032192,"{""name"":""Samichlaus Bier 2006"",""abv"":14.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schloss_eggenberg"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed only once a year on December 6. Samichlaus is aged for 10 months before bottling. This beer is perhaps the rarest in the world. Samichlaus may be aged for many years to come. Older vintages become more complex with a creamy warming finish.""}",1,30,1
+lammin_sahti_oy-kataja_olut_ivb,0,0,244746289153,"{""name"":""Kataja Olut IVB"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lammin_sahti_oy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+philadelphia_brewing_co-kenziger,0,0,244995391488,"{""name"":""Kenziger"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""philadelphia_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a real drinkin' beer! - a golden session ale that boasts both a European birthright and a thirst-quenching Philadelphia sensibility. Ke n zinger is refreshingly crisp and smooth, with a spirited flavor that grabs the attention of taste buds everywhere. Get some!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,36,1
+schussenrieder_erlebnisbrauerei-weisse,0,0,245002207232,"{""name"":""Weiße"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schussenrieder_erlebnisbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,51,1
+beach_brewing-harvest_gold,0,0,244381384704,"{""name"":""Harvest Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+appalachian_brewing_company-ipa_series_zeus,0,0,244381515776,"{""name"":""IPA Series (Zeus)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A series of single hop, small batch IPAs brewed in Camp Hill. These IPAs showcase the bitterness, flavor, and aroma of each particular hop variety."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+english_ales_brewery,0,0,244632518658,"{""name"":""English Ales Brewery"",""city"":""Marina"",""state"":""California"",""code"":""93933"",""country"":""United States"",""phone"":""1-831-883-3000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""223 Reindollar Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.6802,""lon"":-121.804}}",1,61,1
+fitger_s_brewhouse_brewery_and_grill-farmhouse_reserve,0,0,244632190978,"{""name"":""Farmhouse Reserve"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+mikkeller,0,0,244875460609,"{""name"":""Mikkeller"",""city"":""København"",""state"":"""",""code"":"""",""country"":""Denmark"",""phone"":""45-4162-3489"",""website"":""http://www.mikkeller.dk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Slien 2, 2. tv""]}",1,45,1
+schooner_brewery-ranger_red,0,0,244993032193,"{""name"":""Ranger Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,30,1
+marin_brewing-albion_amber_ale,0,0,244869103616,"{""name"":""Albion Amber Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,29,1
+philadelphia_brewing_co-newbold_ipa,0,0,244995391489,"{""name"":""Newbold IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""philadelphia_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Hop shortage be damned! We love IPA's, Philadelphia loves IPA's, we're going to brew an IPA. Rekindle your passion for your favorite Phi ladelphia brewery by enjoying our substantial, aromatic India Pale Ale. Newbold is aggressively hopped, with a crimson hue and depth of flavor that will satisfy the most demanding devotee of this revived style. Newbold I.P.A. tells it like it is."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,36,1
+sierra_nevada_brewing_co-india_pale_ale,0,0,245002207233,"{""name"":""India Pale Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+beach_chalet_brewery-fleishhacker_stout,0,0,244381384705,"{""name"":""Fleishhacker Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_chalet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,62,1
+bamberger_mahr_s_bru-weisse,0,0,244381515777,"{""name"":""Weisse"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,63,1
+estes_park_brewery-stinger_wild_honey_wheat,0,0,244632584192,"{""name"":""Stinger Wild Honey Wheat"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We put close to a half a pound of Colorado honey per case in this wheat ale. The honey adds a sweetness and raises the alcohol content slightly. We use Mount hood and hallertau hops."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,61,1
+flour_city_brewing,0,0,244632190979,"{""name"":""Flour City Brewing"",""city"":""Rochester"",""state"":""New York"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.161,""lon"":-77.6109}}",1,60,1
+moonlight_brewing-baritone_red,0,0,244875460610,"{""name"":""Baritone Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moonlight_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,45,1
+selin_s_grove_brewing_co-shade_mountain_oatmeal_stout,0,0,244993097728,"{""name"":""Shade Mountain Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""selin_s_grove_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,30,1
+maritime_pacific_brewing-jolly_roger,0,0,244869169152,"{""name"":""Jolly Roger"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+pike_pub_and_brewery-old_bawdy_2006,0,0,244995457024,"{""name"":""Old Bawdy 2006"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+simmerberg_brusttt_und_taferne-dunkles_weissbier,0,0,245002207234,"{""name"":""Dunkles Weissbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+bootleggers_steakhouse_and_brewery-double_zz_raspberry_wheat,0,0,244381384706,"{""name"":""Double ZZ Raspberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,62,1
+barley_s_brewing_1-pilsner,0,0,244381515778,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_s_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+f_x_matt_brewing-saranac_extra_special_bitter,0,0,244632584193,"{""name"":""Saranac Extra Special Bitter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Bitters are popular pub beers in England and are closely related to the more well known pales ales. Saranac Extra Special Bitter has a rich, malty taste balanced by the pleasant bitterness of Williamette Hops. The finish is dry with a hint of the Foral English Fuggle and Spicy Saaz hop. Enjoy!"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,61,1
+flyers_restraunt_and_brewery-sick_duck_imperial_stout,0,0,244632256512,"{""name"":""Sick Duck Imperial Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich and very dark Imperial Stout that has a complex flavor profile with hints of molasses and caramel.  Brewed in July to allow time for aging, Sick Duck finishes very smooth for such a big beer."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,60,1
+morland_and_co-old_speckled_hen,0,0,244875460611,"{""name"":""Old Speckled Hen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""morland_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,45,1
+ship_inn_brewpub,0,0,244993097729,"{""name"":""Ship Inn Brewpub"",""city"":""Milford"",""state"":""New Jersey"",""code"":""8848"",""country"":""United States"",""phone"":""1-800-651-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""61 Bridge Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.5684,""lon"":-75.0954}}",1,30,1
+mash_house_restaurant_and_brewery-hoppy_hour_ipa,0,0,244869169153,"{""name"":""Hoppy Hour IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mash_house_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+pike_pub_and_brewery,0,0,244995457025,"{""name"":""Pike Pub and Brewery"",""city"":""Seattle"",""state"":""Washington"",""code"":""98101"",""country"":""United States"",""phone"":""1-206-622-6044"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1415 First Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6081,""lon"":-122.34}}",1,36,1
+sixpoint_craft_ales-righteous_ale,0,0,245002207235,"{""name"":""Righteous Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sixpoint_craft_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Righteous Ale is actually a Rye Beer, brewed with a high amount of hops."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,51,1
+brauerei_locher_ag-leermond_bier,0,0,244500070400,"{""name"":""Leermond Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_locher_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+belfast_bay_brewing_company-lobster_ale,0,0,244381515779,"{""name"":""Lobster Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belfast_bay_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+firehouse_brewing-wilderness_wheat,0,0,244632649728,"{""name"":""Wilderness Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,61,1
+founders_brewing-dirty_bastard_scotch_style_ale,0,0,244632256513,"{""name"":""Dirty Bastard Scotch Style Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Founders flagship beer. Dirty Bastard is an absolute beautiful beer to behold. Dark ruby in color and brewed with ten varieties of imported malts this beer continuously lives up to its reputation as a bold and powerful ale. Dirty Bastard is complex in the finish with hints of smoke and peat paired with a malty richness, finalized with a good bit of hop attitude.  This beer ain't for the wee lads."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,60,1
+nelson_brewing-paddywhack_ipa,0,0,244875526144,"{""name"":""Paddywhack IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nelson_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,45,1
+south_shore_brewery-porter,0,0,245111062528,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,30,1
+matilda_bay_brewing-redback_original_malt_wheat_beer,0,0,244869234688,"{""name"":""Redback Original Malt Wheat Beer"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""matilda_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+rail_house_restaurant_and_brewpub-silver_cream,0,0,244995457026,"{""name"":""Silver Cream"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+slab_city_brewing-ale,0,0,245002272768,"{""name"":""Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+brouwerij_abdij_saint_sixtus-trappist_westvleteren_8,0,0,244500070401,"{""name"":""Trappist Westvleteren 8"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_abdij_saint_sixtus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,62,1
+bierbrouwerij_de_koningshoeven-la_trappe_dubbel,0,0,244381581312,"{""name"":""La Trappe Dubbel"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,63,1
+flatlander_s_restaurant_brewery-winter_delight,0,0,244632649729,"{""name"":""Winter Delight"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,61,1
+four_peaks_brewing-belgian_wit,0,0,244632256514,"{""name"":""Belgian Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Belgian Wits originated in Belgium, in the area of Brabant just east of Brussels. This are was a part of the Netherlands in the early 1800's and was the wheat growing region. In this era, the Dutch basically controlled the spice trade, thus, coriander as well as Curacao orange peel made its way into the beer. Spices were used well before the widespread use of hops in beer. At one point there were more than thirty breweries producing a Wit, but overtime the style died off and in 1954 the last of the breweries ceased operations. One of the most famous brands of Belgian Wits is Hoegaarden (pronounced \""Who Garden\"") produced by Pierre Celis back in 1966. This revived the style and by the 1980's it was popular again!\r\n\r\nBelgian Wits are similar to a Hefeweizen with respect to the cloudiness of the beer and some phenolic (clove) and tart flavors. Wits should have white, rocky head when poured and should be almost white in appearance, hence the name. \r\n\r\nYou will smell oranges and coriander which is different than a Hefeweizen that smells of banana and clove. Our version of a Belgian Wit is called \""Hoof - Hearted Wit,\"" and it is brewed to style with dried bitter and sweet orange peel and coriander seeds."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,60,1
+new_holland_brewing_company-ichabod,0,0,244875526145,"{""name"":""Ichabod"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ichabod combines malted barley and real pumpkin with cinnamon and nutmeg in a delicious and inviting brew. A rewarding complement to many dishes, Ichabod pairs well with autumnal foods such as poultry and root vegetables. After dinner, try it with your favorite dessert!"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,45,1
+spilker_ales-hopluia,0,0,245111128064,"{""name"":""Hopluia"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spilker_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,30,1
+michigan_brewing-celis_grand_cru,0,0,244869234689,"{""name"":""Celis Grand Cru"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A GABF Gold Medal winner for 2007, this Belgian style strong ale, bright and golden colored is brewed with a hint of orange peel and coriander. This balanced, pleasant to drink brew, will sneak up on you. Consume with caution."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,29,1
+red_star_brewery_grille-golden_light,0,0,244995522560,"{""name"":""Golden Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,36,1
+sly_fox_brewhouse_and_eatery_royersford-featherweight_lager,0,0,245119844352,"{""name"":""Featherweight Lager"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+brouwerij_kerkom-bloesem_bink,0,0,244500135936,"{""name"":""Bloesem Bink"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_kerkom"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+bierbrouwerij_de_koningshoeven-la_trappe_quadrupel_2000_2001,0,0,244381581313,"{""name"":""La Trappe Quadrupel 2000/2001"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+flying_fish_brewing_company-esb_ale,0,0,244632649730,"{""name"":""ESB Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This ESB is a classic British extra special bitter made fresh with an American slant. A beautiful copper color with an amber head, this classic style features five different malts, including imported English malts, and three hop varieties. The rich malty start features caramel notes that develop into a smooth, pleasurable hop finish."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,61,1
+full_sail_brewing_1-very_special_pale_golden_ale,0,0,244632322048,"{""name"":""Very Special Pale Golden Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+north_country_brewery-squirrel_s_nut_brown,0,0,244875526146,"{""name"":""Squirrel's Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This smooth Ale has an even display of hop bitterness and bold malt flavor, with a hint of nutty flavor from the dark malt, to produce a superior brown ale taste"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,45,1
+steamworks-the_great_pumpkin_ale,0,0,245111193600,"{""name"":""The Great Pumpkin Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""A spiced ale that tastes just like pumpkin pie in a glass.\r\n\r\nThe Pumpkin Ale is a malty, copper coloured brew that's spiced with cinnamon, cloves, nutmeg and ginger. We add 100 lbs of pumpkin directly to the mash and the resulting beer tastes just like pumpkin pie in a glass."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,30,1
+midnight_sun_brewing_co-full_curl_scotch_ale,0,0,244869234690,"{""name"":""Full Curl Scotch Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Full Curl Scotch Ale is brewed in the traditional Wee Heavy Scotch strong ale style. (This is not to be confused with the lighter-bodied Scottish ale style.) All about malt, Full Curl pours dark brown with a tan head. Its medium body provides sustenance while its strength boosts courage. With a stiff mug of Full Curl under your belt, you may even have what it takes to don a kilt."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,29,1
+redhook_ale_brewery-hoptoberfest,0,0,244995522561,"{""name"":""Hoptoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+spaten_franziskaner_brau-franziskaner_hefe_weissbier_dunkel,0,0,245119844353,"{""name"":""Franziskaner Hefe-Weissbier Dunkel"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":""Franziskaner Hefe-Weisse Dunkel wins supporters with its refreshing yet aromatic and full-bodied flavour. This dark, cloudy specialty is a special treat for weiss beer connoisseurs and bock beer aficionados.\r\n\r\nAll of Franziskaner's weiss beer products - Hefe-Weisse Hell and Hefe-Weisse Dunkel - are top-fermentation beers noted for their agreeable carbonation levels and zesty wheat flavour. The consistently high quality of our products makes Franziskaner weiss beers a refreshing taste sensation of a special sort. All Franziskaner weiss beers are brewed in strict adherence to the Bavarian Purity Law of 1516.""}",1,51,1
+brouwerij_van_steenberge-bruegel_amber_ale,0,0,244500135937,"{""name"":""Bruegel Amber Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+bj_s_restaurant_and_brewery,0,0,244381581314,"{""name"":""BJ's Restaurant and Brewery"",""city"":""Brea"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":""714-990-2095"",""website"":""http://www.bjsrestaurants.com/beer.aspx"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""600 Brea Mall""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.9132,""lon"":-117.889}}",1,63,1
+fort_collins_brewery-chocolate_stout,0,0,244632649731,"{""name"":""Chocolate Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fort_collins_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+glen_ellyn_sports_brew-black_forest_dunkelweizen,0,0,244632322049,"{""name"":""Black Forest Dunkelweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+northwest_brewwrks,0,0,244875591680,"{""name"":""Northwest Brewwrks"",""city"":""Kirkland"",""state"":""Washington"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.6815,""lon"":-122.209}}",1,45,1
+stout_brothers_public_house-celtic_cross_stout,0,0,245111193601,"{""name"":""Celtic Cross Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,30,1
+midnight_sun_brewing_co-obliteration_i,0,0,244869300224,"{""name"":""Obliteration I"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion and purpose, we present this series of hop-centric beers. Using different hop varieties and brewing techniques, we aim to capture bold, distinct hop characteristics in aroma, flavor and finish. While we explore the world of hops, we invite you to learn along with us: these beers offer an incredible opportunity to experience the diversity of hops while engaging the palate and obliterating the senses.\r\n\r\nObliteration I is a Double IPA, heavily hopped with a big malt base. Its aroma is pungent with citrus, onion, and a touch of alcohol. The sweetness of caramel malt is offset with spice and pepper flavors that lead into an overwhelmingly bitter finish."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,29,1
+remington_watson_smith_brewing-nocturn,0,0,244995588096,"{""name"":""Nocturn"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""remington_watson_smith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,36,1
+sprecher_brewing-ipa,0,0,245119909888,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,51,1
+bube_s_brewery-bube_s_red_ale,0,0,244500201472,"{""name"":""Bube's Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This was the first draught on tap in November 2001. It has developed to a very quaffable ale. the slight sweet malt flavor is balanced with East Kent Golding hops to produce this delicious reddish-amber ale."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+blitz_weinhard_brewing-hazelnut_stout,0,0,244381646848,"{""name"":""Hazelnut Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blitz_weinhard_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+four_peaks_brewing-8th_street_ale,0,0,244632715264,"{""name"":""8th Street Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Now In Bottles!! Our award winning 8th Street Ale is based on an English-style \""Best Bitter\"" which is the most common ale served in British pubs. What makes 8th Street Ale uncommon is its mellow bitterness and its slightly sweet malt flavor. It's aroma is derived from rare, imported Kentish hops, and lots of them.\r\nAlcohol content approximately 4.5% by volume (ALWAYS ON TAP!!)"",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,61,1
+golden_city_brewery-brain_damage,0,0,244632322050,"{""name"":""Brain Damage"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_city_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,60,1
+oggi_s_pizza_and_brewing_vista-sweet_spot_hefe,0,0,244875591681,"{""name"":""Sweet Spot Hefe"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,45,1
+sweetwater_brewing_atlanta-georgia_brown,0,0,245111193602,"{""name"":""Georgia Brown"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_atlanta"",""updated"":""2010-07-22 20:00:20"",""description"":""It's definitely one of the finer American Brown Ales. A deep, copper colored, mild brown ale.\r\n\r\nSGB is accentuated by a slight nuttiness from its malt character. Designed to be a session beer it has a real smooth finish with a subtle hop character."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,30,1
+midnight_sun_brewing_co-pride,0,0,244869300225,"{""name"":""Pride"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""RIDE Belgian-style Strong Pale Ale boasts a glorious deep gold color and an amazing yet arrogant head. Plentiful pale malt creates beautiful, agile body. Assertive hops and Belgian yeast achieve charismatic floral and spice notes in aroma and flavor. But Pride’s predominant and unique character comes from its exposure to Brettanomyces in French oak Chardonnay barrels. At once tart and refreshing yet earthy and musty, Pride is unlike most beers on earth. And it’s bitter, lingering finish demands another sip. \r\n\r\nAwarded a BRONZE medal at World Beer Cup 2008, Pride has much too much to boast about."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,29,1
+rock_bottom_restaurant_brewery_minneapolis-big_horn_nut_brown_ale,0,0,244995653632,"{""name"":""Big Horn Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+spring_house_brewing_company-two_front_teeth_holiday_ale,0,0,245119909889,"{""name"":""Two Front Teeth Holiday Ale"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""We welcome the release of “Two Front Teeth Holiday Ale” a Belgian style Saison with subtle real cherry flavoring.  What a good way to drown out in-laws by enjoying a pint or two of this recent release from Spring House Brewing Company.  This is not for the faint palate; this holiday offering is coming in at 9.4% ABV!  We hope you stop by for a taste or a Growler fill but unfortunately you have to stop in for this one.  Enjoy!"",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,51,1
+bull_bush_pub_brewery-allgood_amber_ale,0,0,244500267008,"{""name"":""Allgood Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+boston_beer_company-sam_adams_light,0,0,244381646849,"{""name"":""Sam Adams Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Great tasting yet drinkable, with a clean smooth finish.  Sam Adams Light® is not just a lighter version of our Samuel Adams Boston Lager® but rather the culmination of over two years of tireless research and brewing trials to create a flavorful Light beer. And it has proved to be worth the wait. Brewed using only the finest two row malt and German Noble hops it has a smooth, complex roasted malt character that is superbly balanced with the subtle orange fruit notes of the Noble hops. Sam Adams Light® finishes crisp and smooth without any lingering bitterness, leaving you yearning for more."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,63,1
+front_street_brewery-hefeweizen,0,0,244632715265,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""front_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,61,1
+goose_island_beer_company_fulton_street-hex_nut_brown_ale,0,0,244632387584,"{""name"":""Hex Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+on_tap_bistro_brewery-alt_er_ego_amber,0,0,244875591682,"{""name"":""Alt-Er-Ego Amber"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,45,1
+the_alchemist-rapture,0,0,245111259136,"{""name"":""Rapture"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,30,1
+midnight_sun_brewing_co-rumbah_double_rum_bock,0,0,244869300226,"{""name"":""RUMBAH Double Rum Bock"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Beer Description:\r\nThis double bock provides smooth sailin' in rough seas. The fact that this luscious lager was aged in rum barrels creates the illusion that the open sea is a safe place. And while riding out these waves of grain, you may fall victim to the dangers of pirates, rum, bock. OK...maybe the beach is a bit over-rated."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,29,1
+rogue_ales-oregon_golden_ale,0,0,244995653633,"{""name"":""Oregon Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Oregon Golden Ale is the original Rogue brew dating back to 1988 and the days of the old Ashland brewpub location (which was destroyed by a flood several years ago). Deep golden in color with a rich malty aroma. Delicately smooth and crisp flavor and an herbal finish. Oregon Golden Ale is created from Northwest Harrington and Klages, and Maier Munich Malts (18% speciality grains, .19 lbs grain per bottle). Kent Golding and Cascade hops. Oregon Golden Ale is available in a 22-ounce bottle (the 12-ounce 6-pack was phased out in early 2005), and on draft."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,36,1
+st_georgenbru_modschiedler_kg-keller_bier,0,0,245119975424,"{""name"":""Keller-Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_georgenbru_modschiedler_kg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+bull_bush_pub_brewery-stonehenge_stout,0,0,244500267009,"{""name"":""Stonehenge Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,62,1
+boulevard_brewing_company-boulevard_unfiltered_wheat,0,0,244381646850,"{""name"":""Boulevard Unfiltered Wheat"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Boulevard Unfiltered Wheat Beer is a lively, refreshing ale with a naturally citrusy flavor and distinctive cloudy appearance. This easy-drinking American-style wheat beer has become our most popular offering, and the best-selling craft beer in the Midwest."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,63,1
+gaslight_brewery-harvest_ale,0,0,244632780800,"{""name"":""Harvest Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,61,1
+green_mill_brewing_saint_paul,0,0,244758020096,"{""name"":""Green Mill Brewing - Saint Paul"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":""55105"",""country"":""United States"",""phone"":""1-651-698-0353"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""57 Hamline Avenue South""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.9398,""lon"":-93.1568}}",1,60,1
+pacific_coast_brewing-harvest_wheat,0,0,244998930432,"{""name"":""Harvest Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+the_church_brew_works-heavenly_hefeweizen,0,0,245111259137,"{""name"":""Heavenly Hefeweizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""I’m sure everyone here knows, Pittsburgh has some humid summers.  What can you do to escape the heat and enjoy yourself?  Well I’ve got the answer.  How about a light thirst quenching Hefe Weizen (pronounced hefa Vite zen) in the cool environment of our Hop Garden patio.  I can hear you wondering, what is a hefe weizen?  Allay your fears my friends because I’m going to tell you.  A hefe weizen is a special style of beer made with malted wheat and malted barley.  Hefe weizens are from Germany.  This beer is top fermented (an ale) with a very special yeast.  The Hop levels are kept deliberately low in order to bring out the character of the yeast.  If you notice the nose of the beer, it has a clove-like or fruity aroma.  The grain bill includes 50% wheat malt and 50% barley malt.  It is served very carbonated and a touch cloudy.  It is cloudy because it is served unfiltered.  The remaining yeast contributes flavor, adds B vitamins, and improves the beer as it ages."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,30,1
+midnight_sun_brewing_co-wrath,0,0,244869300227,"{""name"":""Wrath"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""WRATH Belgian-style Double IPA is fiercely bitter with notes of spice and earth. Its fury slowly and purposefully unfurls on the tongue, relentlessly bringing on more and more enraged flavor with each sip. \r\n\r\nWrath wreaks havoc on your taste buds. Anything you drink after this may as well be water."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,29,1
+rowland_s_calumet_brewery-calumet_bock,0,0,244995719168,"{""name"":""Calumet Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,36,1
+standing_stone_brewing_company-standing_stone_lager,0,0,245119975425,"{""name"":""Standing Stone Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A dry, crisp refreshing filtered lager.  A good balance between sweet malt and light bitter hops.  This beer is made with a Southern German lager yeast, Saaz, and Hershbrucker hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,51,1
+daas-daas_organic_witte,0,0,244500267010,"{""name"":""Daas Organic Witte"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daas"",""updated"":""2010-07-22 20:00:20"",""description"":""The Daas Organic Witte is very well received by women beer drinkers; it is a naturally cloudy Belgian wheat beer. Its fruity blend of subtle citrus (baked oranges) and spice (coriander) flavors compliment its crispy dry and bitter hop finish."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,62,1
+brasserie_artisanale_de_rulles-triple,0,0,244381712384,"{""name"":""Triple"",""abv"":8.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_artisanale_de_rulles"",""updated"":""2010-12-20 16:14:15"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,63,1
+george_gale_company-horndean_special_bitter_hsb,0,0,244632780801,"{""name"":""Horndean Special Bitter / HSB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""george_gale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+hanssens_artisanal,0,0,244758085632,"{""name"":""Hanssens Artisanal"",""city"":""Dworp"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-02-/-380-31-33"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Vroenenbosstraat 15""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.729,""lon"":4.2971}}",1,60,1
+pearl_street_brewery-old_skeezer_barley_wine,0,0,244998995968,"{""name"":""Old Skeezer Barley Wine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pearl_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+thomas_hooker_brewing,0,0,245111259138,"{""name"":""Thomas Hooker Brewing"",""city"":""Bloomfield"",""state"":""Connecticut"",""code"":""6002"",""country"":""United States"",""phone"":""860-242-3111"",""website"":""http://www.hookerbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Tastings every Saturday from 12-6pm, and 1st and 3rd Friday of every month from 5-8."",""address"":[""16 Tobey Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.8087,""lon"":-72.7108}}",1,30,1
+milwaukee_ale_house-pull_chain_pail_ale,0,0,244869365760,"{""name"":""Pull Chain Pail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+saint_arnold_brewing-saint_arnold_brown_ale,0,0,244995719169,"{""name"":""Saint Arnold Brown Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A beautiful, deep copper brown ale. It has a full, malty body with hints of chocolate, a touch of sweetness and a light hop flavor. A complex malt character is created by combining five different types of malts. It has a rich, creamy head with a fine lace. The light fruitiness, characteristic of ales, is derived from a proprietary yeast strain. \r\n\r\nSaint Arnold Brown Ale is best consumed at 45-50° Fahrenheit."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,36,1
+stone_brewing_co-arrogant_bastard_ale,0,0,245119975426,"{""name"":""Arrogant Bastard Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+day_brewing,0,0,244632911872,"{""name"":""Day Brewing"",""city"":""Marrero"",""state"":""Louisiana"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":29.8994,""lon"":-90.1004}}",1,62,1
+brasserie_des_franches_montagnes-cuvee_du_7eme,0,0,244381712385,"{""name"":""Cuvée du 7ème"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_des_franches_montagnes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+glen_ellyn_sports_brew-evolutionary_ipa,0,0,244632780802,"{""name"":""Evolutionary IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+hapa_s_brew_haus_and_restaurant-paradise_pale_lager,0,0,244758085633,"{""name"":""Paradise Pale Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+pivovar_starobrno,0,0,244999061504,"{""name"":""Pivovar Starobrno"",""city"":""Brno"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-543-516-111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hlinky 12""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.1911,""lon"":16.5918}}",1,45,1
+troegs_brewing-troegs_splinter_beer_red,0,0,245111259139,"{""name"":""Tröegs Splinter Beer Red"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Before filtering the final batch of 2008 Mad Elf we racked some beer into bourbon barrels for six weeks of tender loving care. After bottling, we aged the beer for approximately eight months. This allows the tart cherries to push to the front. Subtle vanilla, bourbon, charred wood, coconut and toasted nut endnotes emanate from Splinter Red."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,30,1
+mogollon_brewing_company-horny_toad_ipa,0,0,244869365761,"{""name"":""Horny Toad IPA"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mogollon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""If you like big, bold, pronounced hop character, then this beer is for you.  One taste and you’ll find yourself right smack in the middle of Hop Head Heaven!  But this beer has more to offer than just hops.  We use tons of the finest malted barley available to balance out this beer.  The result of our efforts is a beer with a magnitude of hop aroma and bite, yet perfectly balanced with a clean, crisp malty flavor.  WARNING: This beer is not intended for the masses that prefer a mild domestic beer,  It’s big, bold characteristics and 7.1% a.b.v. are not intended for the weak."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+saint_somewhere_brewing_company-pays_du_soleil,0,0,244995784704,"{""name"":""Pays du Soleil"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_somewhere_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber ale with Palmetto berries and hibiscus."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,36,1
+sudwerk_privatbrauerei_hbsch-hefe_weizen,0,0,245119975427,"{""name"":""Hefe Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sudwerk_privatbrauerei_hbsch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,51,1
+de_leyerth_brouwerijen,0,0,244632911873,"{""name"":""De Leyerth Brouwerijen"",""city"":""Ruiselede"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-/-68-89-99"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Krommekeerstraat 21""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.0811,""lon"":3.3699}}",1,62,1
+brasserie_la_binchoise,0,0,244500332544,"{""name"":""Brasserie La Binchoise"",""city"":""Binche"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)64-37-01-75"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Faubourg St Paul 38""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.408,""lon"":4.1659}}",1,63,1
+glen_ellyn_sports_brew-smoked_porter,0,0,244632780803,"{""name"":""Smoked Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,61,1
+hereford_hops_steakhouse_and_brewpub_3-st_edmunds_strong_porter,0,0,244758085634,"{""name"":""St. Edmunds Strong Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,60,1
+pivzavod_baltika-baltika_5,0,0,244999061505,"{""name"":""Baltika #5"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivzavod_baltika"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+vermont_pub_brewery,0,0,245111324672,"{""name"":""Vermont Pub & Brewery"",""city"":""Burlington"",""state"":""Vermont"",""code"":""5401"",""country"":""United States"",""phone"":""(802) 865-0500"",""website"":""http://www.vermontbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""VPB is the third oldest brewpub on the East Coast."",""address"":[""144 College St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.4773,""lon"":-73.2144}}",1,30,1
+montana_brewing-whitetail_wheat,0,0,244869365762,"{""name"":""Whitetail Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+sanford_s_grub_and_pub-oil_can_stout,0,0,244995784705,"{""name"":""Oil Can Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sanford_s_grub_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+three_floyds_brewing-apocalypse_cow,0,0,245120040960,"{""name"":""Apocalypse Cow"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,51,1
+de_proef_brouwerij-tripel_krullekop,0,0,244632977408,"{""name"":""Tripel Krullekop"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+brauerei_spezial-ungespundetes,0,0,244500332545,"{""name"":""Ungespundetes"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_spezial"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+golden_gate_park_brewery-celebration_red,0,0,244632846336,"{""name"":""Celebration Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_gate_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,61,1
+high_falls_brewing-dundee_india_pale_ale,0,0,244758151168,"{""name"":""Dundee India Pale Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""It takes a bit of seasoning to understand that bitter can be a good thing. \r\n\r\nWhen you’re a child, you want everything to be sweet. When you’re a teenager, you want everything to be sweeeeet. But when you get a bit wiser and acquire some taste, you realize that bitter is an excellent alternative. It’s a sign of complexity. It’s a sign of maturity. It’s a sign of the times. Face it, modern life demands a little bitterness every once in a while. \r\n\r\nWhen you are in the mood for something bitter, Dundee IPA is hop bitterness at its finest. As the youngsters would say, that’s sweet.\r\n\r\nAn aggressively hopped IPA brewed with Amarillo and Simcoe hops. Blended Crystal malts balance the flavors with a distinctive spicy aroma and a long, crisp finish."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,60,1
+rahr_sons_brewing_company-rahr_s_winter_warmer,0,0,244999061506,"{""name"":""Rahr's Winter Warmer"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Warm up the long, cold nights of winter with Rahr's latest seasonal offering. Wonderfully robust, rich and full-bodied, Rahr's Winter Warmer is crated in the fine British tradition of holiday ales. Perfect for either holiday gatherings or quiet evenings at home."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,45,1
+wh_brakspear_sons,0,0,245747875840,"{""name"":""WH Brakspear & Sons"",""city"":""Henley-on-Thames"",""state"":""Oxford"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.5375,""lon"":-0.9046}}",1,30,1
+aldaris,0,0,244378238976,"{""name"":""Aldaris"",""city"":""Rga"",""state"":"""",""code"":"""",""country"":""Latvia"",""phone"":""371-70-23-200"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Tvaika iela 44""]}",1,53,1
+monteith_s_brewing_co,0,0,244869365763,"{""name"":""Monteith's Brewing Co."",""city"":""Greymouth"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":"""",""website"":""http://www.monteiths.com/nz/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Cnr Turumaha and Herbert St""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-42.4505,""lon"":171.207}}",1,29,1
+santa_fe_brewing_company-viszolay_belgian,0,0,244995784706,"{""name"":""Viszolay Belgian"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Viszolay is a distinctly continental ale with a hint of the southwest. Belgian malt, Bavarian and Czech hops, and a secret blend of German and Belgian yeast strains provide this beer, inspired by the Trappist’s Dubbel style ale, with a strong traditional base, while a hint of New Mexico wildflower honey infuses it with that ethereal quality that we New Mexicans simply call, “enchanting”. Like the Trappist ales from which it sprung, Viszolay is light and refreshing. The hop’s subtle notes are overpowered by complex fruity flavors derived from the Belgian yeast, leaving Viszolay a very drinkable (yet rather potent) addition to the Santa Fe Brewing Company’s family of beers."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,36,1
+thunderhead_brewery-dark_wheat,0,0,245120040961,"{""name"":""Dark Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+del_mar_stuft_pizza_and_brewing,0,0,244632977409,"{""name"":""Del Mar Stuft Pizza and Brewing"",""city"":""San Diego"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.7153,""lon"":-117.157}}",1,62,1
+breckenridge_brewery-lucky_u_denver_special_bitter,0,0,244500332546,"{""name"":""Lucky U Denver Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+goose_island_beer_company_fulton_street-goose_island_ipa,0,0,244632846337,"{""name"":""Goose Island IPA"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Goose Island website:\r\n\r\n\""Our IPA recalls a time when ales shipped from England to India were highly hopped to preserve their distinct taste during the long journey. The result, quite simply a hop lover's dream. And this classic ale adds a fruity aroma, set off by a dry malt middle, to ensure that the long hop finish is one you'll remember.\"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+hops_haven_brew_haus-port_washington_pier_96_lager,0,0,244758216704,"{""name"":""Port Washington Pier 96 Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,60,1
+richbrau_brewing_company-richbrau_india_pale_ale,0,0,244999127040,"{""name"":""Richbrau India Pale Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A hops showcase in aroma, flavor and bitterness. We used the delightful Amarillo hop as the most prominent choice."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,45,1
+wharf_rat-oliver_esb,0,0,245747875841,"{""name"":""Oliver ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wharf_rat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,30,1
+alesmith_brewing,0,0,244378304512,"{""name"":""AleSmith Brewing"",""city"":""San Diego"",""state"":""California"",""code"":""92126"",""country"":""United States"",""phone"":""1-858-549-9888"",""website"":""http://alesmith.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9368 Cabot Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.892,""lon"":-117.144}}",1,53,1
+moonlight_brewing-4868_dark_wheat,0,0,244869431296,"{""name"":""4868 Dark Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moonlight_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,29,1
+scuttlebutt_brewing,0,0,244995850240,"{""name"":""Scuttlebutt Brewing"",""city"":""Everett"",""state"":""Washington"",""code"":""98201"",""country"":""United States"",""phone"":""1-425-257-9316"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1524 West Marine View Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.9975,""lon"":-122.214}}",1,36,1
+thunderhead_brewery-russian_imperial_stout,0,0,245120106496,"{""name"":""Russian Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,51,1
+delafield_brewhaus-noch_einmal_dunkel,0,0,244633042944,"{""name"":""Noch Einmal Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+breckenridge_brewery-oatmeal_stout,0,0,244500398080,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+great_waters_brewing_company-golden_prairie_blond,0,0,244758347776,"{""name"":""Golden Prairie Blond"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+industrija_piva_i_sokova_trebjesa,0,0,244758216705,"{""name"":""Industrija Piva I Sokova Trebjesa"",""city"":""Nikic"",""state"":"""",""code"":"""",""country"":""Serbia and Montenegro"",""phone"":""381-83-242-433"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Njegoseva 18""]}",1,60,1
+river_west_brewing-maibock,0,0,244999127041,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,45,1
+wychwood_brewery-old_devil,0,0,245747941376,"{""name"":""Old Devil"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,30,1
+bandana_brewery-eagle_lake_pale_ale,0,0,244378304513,"{""name"":""Eagle Lake Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+nodding_head_brewpub-spring_ale,0,0,244869431297,"{""name"":""Spring Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+sierra_nevada_brewing_co-porter,0,0,244995915776,"{""name"":""Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nDark and rich, Sierra Nevada Porter is a delicious, medium-bodied ale with a creamy head. The Porter’s smooth flavor (malty with hints of caramel) comes from a blend of deep-roasted barley malts.\r\n\r\n\r\n“…there can be little doubt that this is one of the best porters being brewed anywhere in the world today.”\r\n\r\n— Christopher Finch, A Connoisseur’s Guide \r\nto the World’s Best Beer\r\n\r\nFIRST PLACE\r\nCalifornia Brewers Festival (Robust Porter: 2000)\r\nColorado State Fair (Porter: 1996)"",""style"":""Porter"",""category"":""Irish Ale""}",1,36,1
+tied_house_cafe_brewery_san_jose-cascade_amber,0,0,245120106497,"{""name"":""Cascade Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,51,1
+diamond_knot_brewery_alehouse-lighthouse_ale,0,0,244633042945,"{""name"":""Lighthouse Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+brick_brewing-premium_lager,0,0,244500398081,"{""name"":""Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brick_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+green_bay_brewing-barley_wine_2001,0,0,244758347777,"{""name"":""Barley Wine 2001"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+john_harvard_s_brewhouse_wilmington-scottish_ale,0,0,244758216706,"{""name"":""Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brewhouse_wilmington"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+schlossbru,0,0,244999127042,"{""name"":""Schlossbru"",""city"":""Dornbirn"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-05572-/-386-683"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Oberdorferstrae 9""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.4097,""lon"":9.7514}}",1,45,1
+yuengling_son_brewing-yuengling_porter,0,0,245748006912,"{""name"":""Yuengling Porter"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Yuengling Dark Brewed Porter is an original specialty beer that has been brewed expressly for tavern owners and family trade since 1829. We are proud to be recognized as one of the largest porter producers in the US. An authentic craft-style beer, our Porter calls for a generous portion of caramel and dark roasted malts, which deliver a rich full-bodied flavor and creamy taste with slight tones of chocolate evident in every sip. It pours dark, topped with a thick foamy head, and imparts a faint malty aroma. This smooth and robust Porter has a unique character that complements any meal from steak or seafood to chocolate desserts. Yuengling Dark Brewed Porter is enjoyed by even the most discerning consumer for its flawless taste and unwavering quality."",""style"":""Porter"",""category"":""Irish Ale""}",1,30,1
+barley_brothers_brewery_and_grill-blonde_ale,0,0,244378304514,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_brothers_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+park_city_brewing-tie_die_red,0,0,244992311296,"{""name"":""Tie Die Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""park_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,29,1
+smuttynose_brewing_co-big_a_ipa,0,0,245113683968,"{""name"":""Big A IPA"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Big A IPA has earned its share of praise over the last few years. In 2004 the New York Times named it its top IPA , and in 2007 Mens Journal Magazine included it on its list of 25 best beers in America. The last of each year's edition typically leaves our warehouse around mid-May, and, as always, it doesn't last long. \r\n\r\nStash Wojciechowski, the “Killer Kielbasa,” created this bonafide India Pale Ale recipe exclusively for the Smuttynose Big Beer Series."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,36,1
+titletown_brewing-oktoberfest,0,0,245120106498,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,51,1
+duvel_moortgat,0,0,244633042946,"{""name"":""Duvel Moortgat"",""city"":""Breendonk"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":""32-038-86-71-21"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Breendonkdorp 58""]}",1,62,1
+bridgeport_brewing-old_knucklehead_2003,0,0,244500463616,"{""name"":""Old Knucklehead 2003"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+heavenly_daze_brewery_and_grill-el_rey_cerveza,0,0,244758413312,"{""name"":""El Rey Cerveza"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,61,1
+joshua_huddy_s_brew_pub_and_grill-pale_ale,0,0,244758216707,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joshua_huddy_s_brew_pub_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+scottish_newcastle_plc,0,0,244999192576,"{""name"":""Scottish & Newcastle PLC"",""city"":""Edinburgh"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0131)-528-2000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""33 Ellersly Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":55.9465,""lon"":-3.2485}}",1,45,1
+big_buck_brewery,0,0,244378304515,"{""name"":""Big Buck Brewery"",""city"":""Gaylord"",""state"":""Michigan"",""code"":""49735"",""country"":""United States"",""phone"":"""",""website"":""http://www.bigbuck.com/gaylord.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The large dining room provides ample seating with a separate full bar.  From choice cuts of aged beef, including a 20-ounce Porterhouse, or a 9-ounce Filet Mignon, menu selections range from fine steaks, chicken, pork and seafood entrees, to a tempting selection of appetizers. Our chef's daily dessert specials complete your dining experience.  Join our master brewer for a tour of the operating brewery and taste test our newest brew, or visit our Northwoods inspired gift shop for a selection of unusual gifts. Featuring our glass walled, 15,000 barrel capacity brewery, Big Buck offers 8 signature beers along with seasonal specialty brews sure to please the most discriminating palate.   Enjoy dinner or drinks on our deck during the season.  Watch your favorite team or make a presentation on one of our many large screen televisions.  Our child and adult game rooms are available for your pre or post dining entertainment. With advance notice, special hours and special menus, including breakfast menus, may be arranged!"",""address"":[""550 South Wisconsin Avenue""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":45.0223,""lon"":-84.6826}}",1,53,1
+paulaner-hacker_pschorr_weisse_bock,0,0,244992376832,"{""name"":""Hacker-Pschorr Weisse Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,29,1
+snowshoe_brewing_sonora,0,0,245113683969,"{""name"":""Snowshoe Brewing - Sonora"",""city"":""Sonora"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.9841,""lon"":-120.382}}",1,36,1
+top_of_the_hill_restaurant_and_brewery-bitter,0,0,245120172032,"{""name"":""Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""top_of_the_hill_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+elgood_sons-flag_porter_1825_original,0,0,244633108480,"{""name"":""Flag Porter 1825 Original"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elgood_sons"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,62,1
+brouwerij_de_ranke-xx_bitter,0,0,244500463617,"{""name"":""XX Bitter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_ranke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+hoffbrau_steaks_brewery_2-windmill_wheat_ale,0,0,244758413313,"{""name"":""Windmill Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,61,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_real_ginger_brew,0,0,244758216708,"{""name"":""Hitachino Nest Real Ginger Brew"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+scuttlebutt_brewing-hefe_weizen,0,0,244999192577,"{""name"":""Hefe Weizen"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+bj_s_restaurant_and_brewery-nutty_brewnette,0,0,244378370048,"{""name"":""Nutty Brewnette"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,53,1
+pivovar_hradec_krlov-black_lion_lev_czech_premium_dark_beer,0,0,244992442368,"{""name"":""Black Lion Lev Czech Premium Dark Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_hradec_krlov"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+south_shore_brewery-chocolate_mint_stout,0,0,245113749504,"{""name"":""Chocolate Mint Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+upper_mississippi_brewing,0,0,245120172033,"{""name"":""Upper Mississippi Brewing"",""city"":""Clinton"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8445,""lon"":-90.1887}}",1,51,1
+empyrean_brewing_company-maple_nut_brown,0,0,244633108481,"{""name"":""Maple Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,62,1
+brouwerij_duysters-loterbol,0,0,244500529152,"{""name"":""Loterbol"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_duysters"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+hoppin_frog_brewery-hop_master_s_abbey_belgian_style_double_ipa,0,0,244758413314,"{""name"":""Hop Master's Abbey Belgian-style Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""American hops and Belgian abbey beer flavors intermingle to create a spicy and assertive beer style all their own. Citrusy character from select hops dominate this assertive Double I.P.A., complimented by a unique Belgian flavor to add complexity and ultimate beer satisfaction. The result is a flavor combination that’s a whirlwind of taste sensations."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,61,1
+kulmbacher_mnchshof_bru,0,0,244758216709,"{""name"":""Kulmbacher Mnchshof Bru"",""city"":""Kulmbach"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.1077,""lon"":11.453}}",1,60,1
+sierra_leone_brewery-star_beer,0,0,244999258112,"{""name"":""Star Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_leone_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""• Millions of golden bubbles\r\n• Sparkling brightness\r\n• Refreshing taste\r\n• Cascading foam head\r\n• Cold filtered for quality\r\n\r\nhttp://www.slbrewery.com/index.php?option=com_content&task=view&id=18&Itemid=36""}",1,45,1
+blue_cat_brew_pub-wigged_pig_wheat,0,0,244378370049,"{""name"":""Wigged Pig Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+raccoon_river_brewing-bandit_ipa,0,0,244992507904,"{""name"":""Bandit IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+st_peter_s_brewery-old_style_porter,0,0,245113749505,"{""name"":""Old-Style Porter"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,36,1
+walldorff_brew_pub-padawan_pale_ale,0,0,245751152640,"{""name"":""Padawan Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""A mild pleasant ale with lingering hoppy notes."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,51,1
+feldschlosschen_ag,0,0,244633108482,"{""name"":""Feldschlößchen AG"",""city"":""Dresden"",""state"":""Sachsen"",""code"":""1189"",""country"":""Germany"",""phone"":"""",""website"":""http://www.feldschloesschen.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Cunnersdorfer Str. 25""]}",1,62,1
+brouwerij_van_steenberge-monk_s_cafe,0,0,244500529153,"{""name"":""Monk's Cafe"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""A sweet and sour beer that gets its flavor from mixing old and new ales. An unusual, yet perfect, combination.""}",1,63,1
+jack_s_brewing-hefeweizen,0,0,244758478848,"{""name"":""Hefeweizen"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,61,1
+lakefront_brewery-cream_city_pale_ale,0,0,244758282240,"{""name"":""Cream City Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+sierra_nevada_brewing_co-sierra_nevada_pale_ale,0,0,244999258113,"{""name"":""Sierra Nevada Pale Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nOur most popular beer, Sierra Nevada Pale Ale, is a delightful interpretation of a classic style. It has a deep amber color and an exceptionally full-bodied, complex character. Generous quantities of premium Cascade hops give the Pale Ale its fragrant bouquet and spicy flavor. \r\n\r\n“Sierra Nevada Pale Ale is the flagship beer, the one that made Chico famous. It is a flawless beer that opens with bright, perky high notes of maltiness and orange blossom and segues into a delectable hoppiness.”\r\n\r\n– Elaine Louie, Premier Beer—A Guide to America's Best Bottled Microbrews\r\n \r\n   \r\n  \r\nGOLD MEDAL WINNER\r\nGreat American Beer Festival (American Pale Ale: 1995, 1994, 1993; \r\nClassic English Pale Ale: 1992; Pale Ale: 1990, 1989, 1987)"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+boddington_s_brewery-pub_ale_draught,0,0,244378370050,"{""name"":""Pub Ale Draught"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boddington_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+rahr_sons_brewing_company-blonde_lager,0,0,244992507905,"{""name"":""Blonde Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""It's our very first beer - golden medium-bodied and brewed as a traditional Munich Helles style pale lager. It features a rounded maltiness without being too heavy. And like every proud Texan, it has a good head, is pleaseant but never overly sweet."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+stone_cellar_brewpub_restaurant-stout,0,0,245113749506,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_cellar_brewpub_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+wedge_brewery,0,0,245751218176,"{""name"":""Wedge Brewery"",""city"":""Asheville"",""state"":""NC"",""code"":""28801-3128"",""country"":""United States"",""phone"":""828-505-2792"",""website"":""http://wedgebrewing.com/"",""type"":""brewery"",""updated"":""2011-05-23 10:34:59"",""description"":""The Wedge Brewing Co. is located in the lower level of the Wedge Studios situated in the River Arts District of Asheville, N.C. The building is a classic brick warehouse adjacent  to the railroad tracks. The original use of the structure was probably as a food warehouse. The space the brewery is in at onetime stored slaughtered hogs.\n    We chose this location because it is in the last frontier of Asheville.\n    We chose this specific space because it is a perfect fit for our brewing system and gives\nus great outdoor potential."",""address"":[""125B Roberts St""]}",1,51,1
+firestone_walker_brewing_company-union_jack_india_pale_ale,0,0,244633174016,"{""name"":""Union Jack India Pale Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firestone_walker_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The newest member of the Firestone family, Union Jack is the aggressive IPA that you’ve been searching for. Citrus, pineapple, and a full chewy malt profile finish clean on your palate. Over 70 IBUs and 7.5% alcohol by volume, Union Jack won’t have any problem competing with the big India Pale Ales. A beer true to its origins; deeply hopped and bolstered for a long voyage."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,62,1
+browar_zywiec-krakus,0,0,244500529154,"{""name"":""Krakus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_zywiec"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+357,0,0,244369719296,"{""name"":""357"",""city"":"""",""state"":"""",""code"":"""",""country"":"""",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,32,1
+jacob_leinenkugel_brewing_company-auburn_ale,0,0,244758478849,"{""name"":""Auburn Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,61,1
+lancaster_brewing_co-lancaster_limited_triple,0,0,244758282241,"{""name"":""Lancaster Limited Triple"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,60,1
+silverado_brewing,0,0,244999323648,"{""name"":""Silverado Brewing"",""city"":""Saint Helena"",""state"":""California"",""code"":""94574"",""country"":""United States"",""phone"":""1-707-967-9876"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3020 St. Helena Highway North""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.5243,""lon"":-122.497}}",1,45,1
+boss_browar_witnica_s_a-mocny_boss_boss_beer,0,0,244378435584,"{""name"":""Mocny BOSS / BOSS Beer"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boss_browar_witnica_s_a"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+red_star_brewery_grille-greensburg_lager,0,0,244992507906,"{""name"":""Greensburg Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+taylor_s_crossing_brewing-mad_scow_stout,0,0,245113749507,"{""name"":""Mad Scow Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+weinkeller_brewery_berwyn-kristall_weiss,0,0,245751218177,"{""name"":""Kristall Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,51,1
+fish_brewing_company_fish_tail_brewpub-light,0,0,244633174017,"{""name"":""Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+budjovick_mansk_pivovar-samson_crystal_lager_beer,0,0,244500594688,"{""name"":""Samson Crystal Lager Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""budjovick_mansk_pivovar"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+512_brewing_company-512_wit,0,0,244369784832,"{""name"":""(512) Wit"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Made in the style of the Belgian wheat beers that are so refreshing, (512) Wit is a hazy ale spiced with coriander and domestic grapefruit peel. 50% US Organic 2-row malted barley and 50% US unmalted wheat and oats make this a light, crisp ale well suited for any occasion."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,32,1
+jobber_s_canyon_restaurant_brewery-oktoberfest,0,0,244758478850,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jobber_s_canyon_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,61,1
+legacy_brewing_co-hedonism_ale,0,0,244758282242,"{""name"":""Hedonism Ale"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legacy_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Wickedly tasty red ale packed with a full aroma from dry hopping and a massive hop flavor. Specially brewed with all European malts and West Coast whole flower hops. The result is a rich ruby red color; lacy collar and a feast of hop aroma and flavor."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,60,1
+sonoran_brewing_company-burning_bird_pale_ale,0,0,245117288448,"{""name"":""Burning Bird Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sonoran_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Burning Bird is our representation of the Phoenix, our city’s namesake, a mythical bird which lived 500 years, consumed itself by fire, then was reborn from its ashes. Like the phoenix of old, this pale ale is reborn from the time when fabulous hoppy brews were more than mere myths."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,45,1
+boulder_beer_company-never_summer_ale,0,0,244378435585,"{""name"":""Never Summer Ale"",""abv"":5.94,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Winter Warmer"",""category"":""Other Style""}",1,53,1
+redhook_ale_brewery-sunrye,0,0,244992507907,"{""name"":""SunRye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+the_livery-bourbon_barrel_aged_cousin_jax,0,0,245113815040,"{""name"":""Bourbon Barrel Aged Cousin Jax"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Way up in the Keewenaw Peninsula in Michigans UP, Mt. Bohemia ski area has a powder run hidden at the top called \""Cousin Jack\"" (named after the Cornish miners)that winds its' way steeply through the rocks and trees. AAAHHH WINTER!!! Double the Belgian Malt, double the Amarillo hops-a perfect way to end any day. Everyones' favorite cousin!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,36,1
+flyers_restraunt_and_brewery-catalina_common_lager,0,0,244633174018,"{""name"":""Catalina Common Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This copper colored lager is brewed with hybrid yeast that ferments at warmer temps, giving that clean refreshing taste of a lager with the slight fruitiness of an ale."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+burton_bridge_brewery,0,0,244500594689,"{""name"":""Burton Bridge Brewery"",""city"":""Burton-upon-Trent"",""state"":""Staffordshire"",""code"":""DE14 1SY"",""country"":""United Kingdom"",""phone"":""44-(01283)-510573"",""website"":""http://www.burtonbridgebrewery.co.uk/Index.shtml"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bridge Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":52.8065,""lon"":-1.6225}}",1,63,1
+aksarben_brewing_bop,0,0,244369850368,"{""name"":""Aksarben Brewing (BOP)"",""city"":""Omaha"",""state"":""Nebraska"",""code"":""68130"",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This brewery is closed."",""address"":[""11337 Davenport St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2603,""lon"":-96.0903}}",1,32,1
+jolly_pumpkin_artisan_ales-e_s_bam,0,0,244758478851,"{""name"":""E.S. Bam"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An Extra Special Farmhouse Ale. A Bam celebration of excess. More malt, more hops, same vivacious personality."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,61,1
+lift_bridge_brewery-biscotti,0,0,244758282243,"{""name"":""Biscotti"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lift_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We drew inspiration from Steve’s Grandmother’s holiday biscotti recipe to create this one of a kind brew. By utilizing an array of malts, oats, wheat, pure local honey, light European hops and delicately spicing with Grains of Paradise, Madagascar vanilla beans, whole star anise, all brought together with traditional Belgian yeast, the result is a cloudy, deep copper colored, complex experience. This delight to the senses should be served in a 12 ounce footed glass and allowed to warm to 50 degrees to fully gather the malt and spice spectrum."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,60,1
+south_australian_brewing-old_australia_stout,0,0,245117353984,"{""name"":""Old Australia Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_australian_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+boulder_beer_company,0,0,244378435586,"{""name"":""Boulder Beer Company"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80301"",""country"":""United States"",""phone"":""1-303-444-8448"",""website"":""http://boulderbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2880 Wilderness Place""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0267,""lon"":-105.248}}",1,53,1
+river_horse_brewing_company-tripel_horse,0,0,244992573440,"{""name"":""Tripel Horse"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Notice a unique aromatic nose with a hint of vanilla esters, which comes from the Belgian ale yeast. Tripel Horse has a big body and rich mouth feel and finishes mostly dry with only a touch of sweetness. If you shy from some of the sweeter Belgian ales, we think you will enjoy this one. The palate improves with age, so keep some on hand and you can ride Tripel Horse down a new path with each opened bottle."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,29,1
+titletown_brewing-winter_gale_spiced_ale,0,0,245113815041,"{""name"":""Winter Gale Spiced Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+flying_fish_brewing_company,0,0,244633239552,"{""name"":""Flying Fish Brewing Company"",""city"":""Cherry Hill"",""state"":""New Jersey"",""code"":""8003"",""country"":""United States"",""phone"":""(856) 489-0061"",""website"":""http://www.flyingfish.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""When Gene Muller founded Flying Fish Brewing Co. in 1995, he did so first on the World Wide Web - making it the world's first virtual microbrewery. That early Web site helped generate positive press coverage and helped attract the investors needed to make the virtual brewery a real one. Muller said the idea was to make the Web site This Old House meets the World Wide Web�letting people go behind the taps and see the thousands of details needed to put a microbrewery together.  He also wanted to give beer lovers a chance, via their computers, to roll up their cyber-sleeves and help build the brewery. The site let beer lovers help select and name beers, design t-shirts and labels, volunteer to be a taste-tester and even apply for a job as a brewer. Visitors to the Web site can sign up for FlyingFishMail a monthly e-mail newsletter which now boasts more than 12,000 subscribers. Muller, who got into the brewing field to become a brewer, trained at Chicago's Siebel Institute of Technology, America's oldest brewing school. He quickly realized someone was going to have to run the day-to-day business of the brewery and now serves as President and Head Janitor (though not necessarily in that order). Flying Fish Brewing Company is located in Cherry Hill, New Jersey, approximately seven miles east of Philadelphia. In a state that once boasted 50 breweries, it is the first microbrewery in Southern New Jersey and the first new brewery built in that part of the state in more than half a century. From its opening in late 1996, Flying Fish has tripled its capacity and become the largest of the approximately 20 craft breweries in the state. Head brewer Casey Hughes now produces four full-time styles, as well as a variety of seasonal beers.   The key word to describe all Flying Fish beers is balance. The beers are full-flavored, yet highly drinkable. Flavors harmonize, not fight for individual attention. Hopping is generous, but to style. Seeing beer as equal to, if not superior to, wine, Flying Fish beers are designed to complement food. Because of this effort, one can walk into any fine restaurant in the Philadelphia region and be pretty sure of finding a Flying Fish beer available. Flying Fish beers were the first in the region to be featured at the Great British Beer Festival, Oregon Brewers Festival and Canada's Biere de Mondial Festival. They have also won several medals at the Real Ale Festival in Chicago, the World Beer Championships and is the only New Jersey brewery featured in the 2000 book Best American Beers."",""address"":[""1940 Olney Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9121,""lon"":-74.9701}}",1,62,1
+caldera_brewing-dry_hop_red,0,0,244500594690,"{""name"":""Dry Hop Red"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A red ale dry hopped with three different hop varieties.""}",1,63,1
+alaskan_brewing-alaskan_amber,0,0,244369850369,"{""name"":""Alaskan Amber"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Alt. The name of this beer style comes from the German word \""alt\"" meaning \""old\"". This refers to the aging that alts undergo since they ferment more slowly and at colder temperatures than most ales. Slow fermentation helps condition the flavors in Alaskan Amber, contributing to its overall balance and smoothness.\r\n\r\nRichly malty and long on the palate, with just enough hop backing to make this beautiful amber colored \""alt\"" style beer notably well balanced.\r\n\r\nAlaskan Amber is made from glacier-fed water and a generous blend of the finest quality European and Pacific Northwest hop varieties and premium two-row pale and specialty malts.  Our water originates in the 1,500 square-mile Juneau Ice Field and the more than 90 inches of rainfall we receive each year."",""style"":""Old Ale"",""category"":""British Ale""}",1,32,1
+jolly_pumpkin_artisan_ales-luciernaga,0,0,244758544384,"{""name"":""Luciérnaga"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An artisan pale ale brewed in the Grand Cru tradition. Enjoy its golden effervescence and gentle hop aroma. Coriander and Grains of Paradise round out the spicy palate, melting o so softly into a silken finish of hoppiness and bliss! Make any season a celebration!"",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,61,1
+mad_river_brewing-jamaica_brand_red_ale,0,0,244881555456,"{""name"":""Jamaica Brand Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+st_stan_s_brewing_co,0,0,245117353985,"{""name"":""St. Stan's Brewing Co."",""city"":""Modesto"",""state"":""California"",""code"":""95354"",""country"":""United States"",""phone"":""1-209-606-2739"",""website"":""http://www.ststans.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""821 L Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.6417,""lon"":-121.004}}",1,45,1
+boulevard_brewing_company-boulevard_dry_stout,0,0,244378501120,"{""name"":""Boulevard Dry Stout"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Velvety black and perfectly opaque, our bottled Dry Stout is the somewhat livelier companion to our popular draught version of this enduring style. This surprisingly smooth, drinkable beer is a delightful harmony of smoky roasted flavors and tangy, coffee-like notes."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+river_west_brewing-marzen,0,0,244992573441,"{""name"":""Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,29,1
+trap_rock_restaurant_and_brewery-octoberfest,0,0,245113815042,"{""name"":""Octoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,36,1
+foothills_brewing_company,0,0,244633305088,"{""name"":""Foothills Brewing Company"",""city"":""Winston-Salem"",""state"":""North Carolina"",""code"":""27101"",""country"":""United States"",""phone"":""(336) 777-3348"",""website"":""http://www.foothillsbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""638 W. 4th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.0973,""lon"":-80.2509}}",1,62,1
+capital_brewery-capital_fest_beer,0,0,244500660224,"{""name"":""Capital Fest Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,63,1
+alaus_darykla_kalnapilis,0,0,244369850370,"{""name"":""Alaus Darykla Kalnapilis"",""city"":""Panevys"",""state"":"""",""code"":"""",""country"":""Lithuania"",""phone"":""370-45-505223"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Taikos aleja 1""]}",1,32,1
+jt_whitney_s_brewpub_and_eatery-koln_kolsch,0,0,244758544385,"{""name"":""Köln Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+magic_hat-chaotic_chemistry,0,0,244881555457,"{""name"":""Chaotic Chemistry"",""abv"":10.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Aged Barleywine Ale infused with the copper glow of more than 1,000 setting suns.  This exceptional offering has infinite body... a big, sweet malty tumult followed by a long, balanced, hop symphony."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,60,1
+stevens_point_brewery-spring_bock,0,0,245117353986,"{""name"":""Spring Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,45,1
+brasserie_d_orval-orval_trappist_ale,0,0,244378566656,"{""name"":""Orval Trappist Ale"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_orval"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,53,1
+rock_art_brewery-rock_art_american_red_ale,0,0,244992573442,"{""name"":""Rock Art American Red Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_art_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The unofficial name for this beer is “Super Glide”. Malty rich with a hint of spicy hops and roasted grains. This beer is one smooth ride with a clean finish! We brewed this one with American Pale, oats, flaked barley, black, chocolate, red malt, melandolin malt. American hops include Magnum, Centennial, Liberty and Crystal. Enjoy!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,29,1
+troegs_brewing-troegs_splinter_beer_gold,0,0,245113815043,"{""name"":""Tröegs Splinter Beer Gold"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The transformation of Scratch #3-2007 to Splinter Gold has been a slow rest in oak wine barrels dosed with brettanomyces. During a two-year aging period the horsy flavors of the brett combined with the Westmalle yeast used during primary fermentation to create a complex blend of flavors. Bone-dry and 12% abv, Splinter Gold is highly carbonated."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,36,1
+fordham_brewing-copper_head_ale,0,0,244633305089,"{""name"":""Copper Head Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fordham_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+captain_lawrence_brewing_company-brown_bird_brown_ale,0,0,244500660225,"{""name"":""Brown Bird Brown Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Named after the little birds that fly by the brewery looking for grain after the weather turns cold, this was originally to be a Fall/Winter seasonal. Clearly we underestimated the market for this smooth and malty brown ale, and we have decided to keep it for year round enjoyment."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+alesmith_brewing-speedway_stout,0,0,244369915904,"{""name"":""Speedway Stout"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A HUGE Imperial Stout that weighs in at an impressive 12% ABV! As if that's not enough, we added pounds of coffee for a little extra kick. Our special-edition Brewer's Reserve Speedway Stout, which is aged in Bourbon barrels, has been rated the #1 BEST BEER IN THE WORLD at ratebeer.com. It was also featured on CNBC's \""Squawk Box\"" in a segment on the best dark beers in America."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,32,1
+jt_whitney_s_brewpub_and_eatery-mad_badger_barley_wine,0,0,244758609920,"{""name"":""Mad Badger Barley Wine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+main_street_alehouse,0,0,244881555458,"{""name"":""Main Street Alehouse"",""city"":""Gresham"",""state"":""Oregon"",""code"":""97030"",""country"":""United States"",""phone"":""1-503-669-0569"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""333 North Main Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.5001,""lon"":-122.431}}",1,60,1
+stone_brewing_co-old_guardian_barley_wine_2003,0,0,245117419520,"{""name"":""Old Guardian Barley Wine 2003"",""abv"":9.91,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+brasserie_de_l_abbaye_des_rocs-blanche_double,0,0,244378566657,"{""name"":""Blanche Double"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+rogue_ales-chipotle_ale,0,0,244992638976,"{""name"":""Chipotle Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Dedicated to Spanish author Juan de la Cueva, who, in 1575, wrote of a an dish that combined seedless chipotles with beer: Chipotle Ale is based on Rogues American Amber Ale, but delicately spiced with smoked jalapeno (chipotle) chile peppers. Deep amber in color with a tight head, rich malty aroma, delicately smooth and crisp flavor, and subtle chipotle chili finish. Chipotle Ale is created from Northwest Harrington, Klages, and Maier Munich Malts; Willamette and Cascade hops; and Chipolte (smoked jalapeno) Peppers. Available in a 22-ounce (12/case), 12-ounce (24 loose/case) screened bottles, and on draft. Blend it with Rogue Chocolate Stout and create a Mole black and tan!""}",1,29,1
+tyranena_brewing-fighting_finches_bock,0,0,245113880576,"{""name"":""Fighting Finches Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Finches will get you if you don’t watch out!\"" In the early days of southern Wisconsin, falling into the clutches of the \""Fighting Finches\"" was the ultimate threat. Moses Finch fathered 21 offspring whose most notable talents were stealing horses and robbing stagecoaches. From their stronghold in the impenetrable marshes west of Lake Mills, the Finches raided the farms of local settlers and held up the early travelers between Madison and Milwaukee.\r\n\r\nThe Finches are long gone, but their legend lives on. So enjoy a pint of our Fighting Finches Bock… or you better watch out, ‘cause the Finches are gonna get you!"",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,36,1
+greene_king-olde_suffolk,0,0,244758806528,"{""name"":""Olde Suffolk"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greene_king"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,62,1
+carlsberg_bryggerierne-47_bryg,0,0,244500660226,"{""name"":""47 Bryg"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlsberg_bryggerierne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,63,1
+america_s_brewing-sweeney_stout,0,0,244369981440,"{""name"":""Sweeney Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+keg_microbrewery_restaurant-stout,0,0,244758609921,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keg_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+manayunk_brewery_and_restaurant-bohemian_blonde,0,0,244881620992,"{""name"":""Bohemian Blonde"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest beer – pale blonde in color with a crisp, softly sweet malt flavor, smooth finish and very subtle bitterness. Went to the final judging table at the GABF alongwith the Mega Breweries last year!"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,60,1
+stroh_brewery_company,0,0,245117419521,"{""name"":""Stroh Brewery Company"",""city"":""Tampa"",""state"":""Florida"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":27.9494,""lon"":-82.4651}}",1,45,1
+brauerei_reissdorf-kolsch,0,0,244496728064,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_reissdorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+rogue_ales-rogue_smoke,0,0,244992638977,"{""name"":""Rogue Smoke"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Rogue Smoke(previously known as Welkommen on draft) is a German style Rauchbier (Smoke Beer), which was inspired by the Fall of the Berlin Wall. Most rauch brews are bottom fermented, however Rogue Smoke, is top fermented. It is orange-amber in hue with a delicate smoke aroma and flavor with an intense hop finish.\r\n\r\nIn All About Beer, August, 1995 issue, Christopher Brooks writes \""Alder wood, indigenous to the Northwest, is the smoking agent, though a small amount of Bamberg malt is used in the mash, too. Beech is drier than alder, reports brewmaster John Maier, so we use a little of that for added complexity. Welkommen, a smoky, nutty ale, is also very dry, which given the 15 pounds of hops (perle and Saaz) added to each 15-barrel batch, is no surprise.\"" The seven medals in nine years which Rogue Smoke won at theGreat American Beer Festival in Denver are also a tribute to this unusual brew.\r\n\r\nRogue Smoke is brewed with Great Western Harrington, Klages, Munich, Hugh Baird Crystal, Carastan (30-37 and 13-17), Chucks Alderwood Smoked Munich and Bamberg Beechwood Smoked malts; plus Perle and Saaz hops. Rogue Smoke is available in the classic 22-ounce seriograph bottle (replacing the older 7 ounce bottle) and on draft.""}",1,29,1
+umpqua_brewing-no_doubt_stout,0,0,245113880577,"{""name"":""No Doubt Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""umpqua_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+greenshields_brewery_and_pub-pilsner,0,0,244758806529,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+chimay_abbaye_notre_dame_de_scourmont-chimay_doree,0,0,244500725760,"{""name"":""Chimay Dorée"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chimay_abbaye_notre_dame_de_scourmont"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed from very similar ingredients as the Red, but paler and spiced differently. It is intended only to be drunk at the abbey or at the nearby inn Auberge de Poteaupré which is associated with the abbey. The monks themselves drink this variety rather than the stronger three. The Dorée is not sold commercially and the rare bottles which make their way out are through unofficial sources. Even the brewery's own web site makes no mention of this variety."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,63,1
+anderson_valley_brewing-boont_amber_ale,0,0,244369981441,"{""name"":""Boont Amber Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+kostritzer_schwarzbierbrauerei-oktoberfest,0,0,244758675456,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kostritzer_schwarzbierbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,61,1
+mendocino_brewing_saratoga_springs-white_ale,0,0,244881620993,"{""name"":""White Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_saratoga_springs"",""updated"":""2010-07-22 20:00:20"",""description"":""This Limited Edition unfiltered Belgian Style Ale, brewed with premium unmatted wheat has a crisp & refreshing flavor. This thirst quenching ale has a blend of sweet orange peel, a subtle hint of coriander and a delicate twist of lemon."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,60,1
+sweet_water_tavern_and_brewery,0,0,245117419522,"{""name"":""Sweet Water Tavern and Brewery"",""city"":""Sterling"",""state"":""Virginia"",""code"":""20121"",""country"":""United States"",""phone"":""(703) 449-1108"",""website"":""http://www.greatamericanrestaurants.com/sweetMainSter/index.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""45980 Waterview Plaza""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.0324,""lon"":-77.4097}}",1,45,1
+brauerei_spezial-rauchbier_lager,0,0,244496793600,"{""name"":""Rauchbier Lager"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_spezial"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+saint_louis_brewery_schlafy_tap_room-schlafly_tripel,0,0,244992704512,"{""name"":""Schlafly Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+union_barrel_works-union_barrel_works_lager,0,0,245113946112,"{""name"":""Union Barrel Works Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Dortmunder style lager with full body and deep golden color. Brewed using four specialty malts with moderate hopping for a smooth clean flavor and aroma."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,36,1
+grolsche_bierbrouwerij-grolsch_amber_ale,0,0,244758872064,"{""name"":""Grolsch Amber Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grolsche_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,62,1
+cooperstown_brewing_company-nine_men_ale,0,0,244500725761,"{""name"":""Nine Men Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Nine Man\"" is a golden ale, brewed from English pale and crystal malts, and with torrified wheat.  It is bittered with Cascade and Cluster hops and finished with Cascade hops.  \""Nine Man Ale\"" was first brewed as a summer seasonal beer in 1996.   It was kegged the first season but not bottled until the opening of the baseball season in April 1997."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,63,1
+appalachian_brewing_company-jolly_scot_scottish_ale,0,0,244369981442,"{""name"":""Jolly Scot Scottish Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This flavorful sweet ale has a smooth malt finish balanced against a light hop flavor. This beer is very quaffable and has become a brewpub favorite throughout the United States. \r\n\""Jolly Scot\"" was a famed local beer produced by R.H. Graupners Brewery that was located at 10th and Market – one block from our brewery."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,32,1
+krogh_s_restaurant_and_brewpub-packs_a_punch_porter,0,0,244758675457,"{""name"":""Packs A Punch Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,61,1
+mendocino_brewing_saratoga_springs,0,0,244881686528,"{""name"":""Mendocino Brewing - Saratoga Springs"",""city"":""Saratoga Springs"",""state"":""New York"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.mendobrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0831,""lon"":-73.7846}}",1,60,1
+sweetwater_brewing_casper-surefire_stout,0,0,245117485056,"{""name"":""Surefire Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_casper"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,45,1
+brauhaus_johann_albrecht_konstanz-kupfer,0,0,244496793601,"{""name"":""Kupfer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_konstanz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+saint_somewhere_brewing_company-saison_athene,0,0,244992704513,"{""name"":""Saison Athene"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_somewhere_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A bottle conditioned Saison with a spicy and moderately hoppy profile true to the traditions of the farmhouse ales of Wallonia.\r\n\r\n A spiced saison with chamomile, rosemary and black pepper."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,29,1
+upstream_brewing_old_market-old_market_stout,0,0,245113946113,"{""name"":""Old Market Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+grupo_modelo-negra_modelo,0,0,244758872065,"{""name"":""Negra Modelo"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grupo_modelo"",""updated"":""2010-07-22 20:00:20"",""description"":""Negra Modelo has long been the dark beer alternative for Mexican beer drinkers. It has been identified as one of the few surviving examples of Vienna style lager - a style that was largely replaced in European breweries with Oktoberfest, a slightly lighter lager, in the early twentieth century. \r\nNegra Modelo pours with an off-white, medium head. The body is clear with a rich amber/copper color. The aroma is sweet with hints of apple. The impression at the first sip is sweet. This gives way only a bit to some hops bitterness which gives some balance but leaves the beer firmly in the sweet category. It has no real lager snap at the end, just lingering hops. This actually makes the second sip more balanced than the first.\r\n\r\nThere is some complexity and depth here but the flavors are very delicate. They are obliterated by the aggressive flavors of the Mexican food that Modelo is often served with making it a sweet balance to the savory and sometimes hot cuisine."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+copper_kettle_brewery-celebration_wheat,0,0,244500725762,"{""name"":""Celebration Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_kettle_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A nice traditional cloudy wheat beer. It is light in color with a banana and yeasty fragrance. This would go nice on a hot summer day or anytime you want a refreshing drink."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,63,1
+appleton_brewing-adler_brau_winter_ale,0,0,244369981443,"{""name"":""Adler Bräu Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,32,1
+kulmbacher_brauerei_ag-monchshof_original_pils,0,0,244758740992,"{""name"":""Mönchshof Original Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+moosejaw_pizza_dells_brewing_company-oktoberfest,0,0,244881686529,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,60,1
+taylor_s_restaurant_and_brewery-nut_brown,0,0,245117485057,"{""name"":""Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,45,1
+brauhaus_johann_albrecht_konstanz-messing,0,0,244496859136,"{""name"":""Messing"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_konstanz"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+schooner_brewery,0,0,244992704514,"{""name"":""Schooner Brewery"",""city"":""Dallas"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.803,""lon"":-96.7699}}",1,29,1
+wachusetts_brewing_company-wachusetts_ipa,0,0,245748858880,"{""name"":""Wachusetts IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wachusetts_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Nice Hoppy IPA - available in MA & NY only"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,36,1
+harbor_city_brewing,0,0,244758937600,"{""name"":""Harbor City Brewing"",""city"":""Port Washington"",""state"":""Wisconsin"",""code"":""53074"",""country"":""United States"",""phone"":""1-262-284-3118"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""535 West Grand Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.3871,""lon"":-87.8795}}",1,62,1
+daas,0,0,244500791296,"{""name"":""Daas"",""city"":""Tournai"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":""442032865958"",""website"":""http://www.daasbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Daas beers are organically brewed Belgium beer produced in Hainaut the famous Belgian province known for its fine hand crafted beers."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.6059,""lon"":3.3884}}",1,63,1
+barley_brothers_brewery_and_grill-kickstart_oatmeal_stout,0,0,244370046976,"{""name"":""Kickstart Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_brothers_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+aksarben_brewing_bop-bavarian_bock,0,0,244366180352,"{""name"":""Bavarian Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,24,1
+lancaster_brewing_co-celtic_rose,0,0,244758740993,"{""name"":""Celtic Rose"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our version of the traditional Irish Amber Ale. This beer combines the richness of German and Austrian malts with the delicate and spicy British hops for a taste worthy of the Red Rose City."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,61,1
+moylan_s_brewery_restaurant-white_christmas,0,0,244881752064,"{""name"":""White Christmas"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+tied_house_cafe_brewery_san_jose-new_world_wheat,0,0,245117485058,"{""name"":""New World Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+brewpub_on_the_green-independence_ale,0,0,244496859137,"{""name"":""Independence Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewpub_on_the_green"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+shipyard_brewing_portland-pugsley_s_signature_series_xxxx_ipa,0,0,244992770048,"{""name"":""Pugsley's Signature Series XXXX IPA"",""abv"":9.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":""XXXX IPA is a non-traditional American IPA with a brilliant copper color and the classic citrus nose of Cascade hops. This beer demonstrates a unique balance of malt-inspired, delicate red grapefruit sweetness and lingering hop dryness. The OG and final ABV provide the structure and body to balance the harmony of distinct flavours. Cascade, Warrior, Summit and Glacier Hops are used for bittering and Cascade Hops are added for dry hopping after fermentation. This hop blend is well balanced with Malted Wheat, Pale Ale, Crystal, and Caramalt Malts. To fully enjoy all the flavours, this ale is best drunk at 55 degrees Fahrenheit. This beer pairs well with Cajun dishes, blackened fish, and BBQ. XXXX draws its name from the British brewing convention of using X’s to denote style. 70 BU’s, 1.092 OG, 9.25% ABV."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,29,1
+weyerbacher_brewing_company-house_ale,0,0,245748924416,"{""name"":""House Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""House Ale, our 4.5% session ale, was first brewed in 2006.  Our goal was to brew a beer that was a little bit lower in alcohol, but did not lack for body and flavor. We're sure you'll agree, that's just what we achieved with this tasty brew.  Brewed with Pale, Caramunich, and Carapils malt for flavor and body, then hopped exclusively with expensive Tettnang hops, a very delicate, delicious hops that perfectly fits this beer with just the right snap of flavor.   Available only in Pennsylvania, in our Variety Pack Case."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,36,1
+hook_ladder_brewing_company,0,0,244758937601,"{""name"":""Hook & Ladder Brewing Company"",""city"":""Silver Spring"",""state"":""Maryland"",""code"":""20910"",""country"":""United States"",""phone"":""301.565.4522"",""website"":""http://www.hookandladderbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At Hook & Ladder Brewing we believe in great beer in the company of good friends, so we bring you three great beers for your drinking pleasure (please drink responsibly). Each of our beers is carefully crafted with the finest quality ingredients for a distinctive taste we know you will enjoy. Try one tonight, you just might get hooked. Through our own experiences in the fire and rescue service we have chosen the Hook & Ladder as a symbol of pride and honor to pay tribute to the brave men and women who serve and protect our communities."",""address"":[""8113 Fenton St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.9911,""lon"":-77.0237}}",1,62,1
+denmark_brewing-valhalla_ale,0,0,244633305088,"{""name"":""Valhalla Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denmark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+big_buck_brewery_and_steakhouse_2,0,0,244370046977,"{""name"":""Big Buck Brewery and Steakhouse #2"",""city"":""Grand Rapids"",""state"":""Michigan"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.9634,""lon"":-85.6681}}",1,32,1
+aksarben_brewing_bop-witbier,0,0,244366180353,"{""name"":""Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+legends_brewhouse_eatery_of_green_bay-light,0,0,244758740994,"{""name"":""Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legends_brewhouse_eatery_of_green_bay"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+nodding_head_brewpub-3c_extreme,0,0,244881752065,"{""name"":""3C Extreme"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+tunner_s_guild_brewing_systems-rock_river_lager_beer,0,0,245117485059,"{""name"":""Rock River Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tunner_s_guild_brewing_systems"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,45,1
+brouwerij_de_achelse_kluis-trappist_blond,0,0,244496859138,"{""name"":""Trappist Blond"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+sierra_nevada_brewing_co-dark_wheat,0,0,244992770049,"{""name"":""Dark Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+wild_river_brewing_and_pizza_cave_junction-esb,0,0,245748989952,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_river_brewing_and_pizza_cave_junction"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,36,1
+hoppin_frog_brewery-smashing_berry_ale,0,0,244759003136,"{""name"":""Smashing Berry Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An abundance of fresh, natural fruit flavor makes this beer something special. You would think we picked the fruit moments before brewing."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,62,1
+deschutes_brewery-jubel_2000,0,0,244633370624,"{""name"":""Jubel 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,63,1
+big_dog_s_brewing_company-black_lab_stout,0,0,244370112512,"{""name"":""Black Lab Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_dog_s_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+amherst_brewing_company-puffers_smoked_porter,0,0,244366245888,"{""name"":""Puffers Smoked Porter"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark, full bodied ale with a prominent smoked malt flavor"",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+lowenbrau_brauerei-original,0,0,244881883136,"{""name"":""Original"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lowenbrau_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+o_grady_s_brewery_and_pub_1-haymarket_pilsner,0,0,244881817600,"{""name"":""Haymarket Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,60,1
+tunner_s_guild_brewing_systems,0,0,245117550592,"{""name"":""Tunner's Guild Brewing Systems"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.9442,""lon"":-93.0861}}",1,45,1
+bullfrog_brewery-billtown_blonde,0,0,244496924672,"{""name"":""Billtown Blonde"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This lightly colored ale has a delicate floral aroma and flavor reminiscent of Williamsports first breweries, clean and crisp with just a touch of lingering sweetness leading to a dry, balanced finish.""}",1,53,1
+spaten_franziskaner_brau-munchner_hell_premium_lager,0,0,245110538240,"{""name"":""Münchner Hell / Premium Lager"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,29,1
+wynkoop_brewing-sagebrush_stout,0,0,245748989953,"{""name"":""Sagebrush Stout"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark, deeply roasted and full-bodied ale. Rich with kisses of chocolate, coffee and oats, it's a glorious version of an American-style stout. A longtime house favorite."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,36,1
+jj_bitting_brewing-hop_garden_pale_ale,0,0,244759003137,"{""name"":""Hop Garden Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jj_bitting_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+devil_mountain_brewing-5_malt_ale,0,0,244633370625,"{""name"":""5 Malt Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""devil_mountain_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+birra_moretti,0,0,244370112513,"{""name"":""Birra Moretti"",""city"":""Udine"",""state"":"""",""code"":"""",""country"":""Italy"",""phone"":""39-800-1859.00"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Viale Venezia 9""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.0597,""lon"":13.2269}}",1,32,1
+anderson_valley_brewing-hop_ottin_ipa,0,0,244366311424,"{""name"":""Hop Ottin IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Hop Ottin' IPA is as hoppy as they come. The name means \""hard working hops,\"" in Boontling, and that tells it all. Generous additions of high-alpha Pacific Northwest hops added during a vigorous boil, plus traditional dry hopping, with whole hop cones, give this ale a delicious citrus aroma, and an intense hoppy bite. This IPA is a hop lover's dream."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,24,1
+magic_hat-feast_of_fools,0,0,244881948672,"{""name"":""Feast of Fools"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Holiday Offering\r\nIn pre-christian times, the Celebration of darkness and light was marked with great halls filled with smoke & mirrors. Guilded goblets brimming with seasonal brews were lifted to lips, speaking a language no longer known. \r\nCenturies pass.\r\n\r\nThe winter wind finds its way through heavy wood doors. There is a solemn business of monks to be done. But also brewing, a season of celebration is about to begin....\r\nMore years pass.\r\nThe modern age. \r\nThe present connects the past through the brewer's art and a new beer is born.\r\nFeast of Fools... \r\nA perfect dessert beer brewed exclusively for the holiday season.  Hand bottled, champagne corked. \r\nOur inky, rich, black stout, with the addition of raspberries."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,61,1
+oak_creek_brewery-village_nut_brown_ale,0,0,244881817601,"{""name"":""Village Nut Brown Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+upper_mississippi_brewing-hefeweizen,0,0,245117550593,"{""name"":""Hefeweizen"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upper_mississippi_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,45,1
+callahan_s_pub_and_brewery-mesa_pale_ale,0,0,244496924673,"{""name"":""Mesa Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""callahan_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+sprecher_brewing-winter_brew,0,0,245110669312,"{""name"":""Winter Brew"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A flavorful blend of dark roasted and sweet caramel malts defines this smooth and robust lager. The rich, nourishing flavors of a full-bodied Munich bock make this Bavarian-style brew perfect for those long winter nights."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,29,1
+yards_brewing-yards_brawler,0,0,245748989954,"{""name"":""Yards Brawler"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Boasting superior taste and champion flavor, the Brawler is crafted in the style of English session ales. This malt-forward, ruby colored ale is great for when you want to go a few rounds."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,36,1
+keesmann_bru,0,0,244759003138,"{""name"":""Keesmann Bru"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-26646"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wunderburg 5""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.8904,""lon"":10.9056}}",1,62,1
+diebels_privatbrauerei-alt,0,0,244633436160,"{""name"":""Alt"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diebels_privatbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+bj_s_restaurant_and_brewery-harvest_hefeweizen,0,0,244370178048,"{""name"":""Harvest Hefeweizen"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,32,1
+appalachian_brewing_company-batch_666,0,0,244366311425,"{""name"":""Batch 666"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Winter Warmer"",""category"":""Other Style""}",1,24,1
+maritime_pacific_brewing-portage_bay_pilsener,0,0,244882014208,"{""name"":""Portage Bay Pilsener"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+pacific_beach_brewhouse-over_the_line_stout,0,0,244881883136,"{""name"":""Over The Line Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_beach_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,60,1
+upstream_brewing_old_market-irish_red,0,0,245117550594,"{""name"":""Irish Red"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+cedar_brewing-flying_aces_ale,0,0,244496990208,"{""name"":""Flying Aces Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+standing_stone_brewing_company-standing_stone_india_pale_ale,0,0,245110669313,"{""name"":""Standing Stone India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This unfiltered ale retains a medium maltiness and body and features a flowery hop perfume and pleasant bitterness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+yuengling_son_brewing,0,0,245749055488,"{""name"":""Yuengling & Son Brewing"",""city"":""Pottsville"",""state"":""Pennsylvania"",""code"":""17901"",""country"":""United States"",""phone"":""570-622-0153"",""website"":""http://www.yuengling.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""310 Mill Creek Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7,""lon"":-76.1747}}",1,36,1
+king_and_barnes-worthington_white_shield,0,0,244759068672,"{""name"":""Worthington White Shield"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""king_and_barnes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+duck_rabbit_craft_brewery-duck_rabbit_porter,0,0,244633436161,"{""name"":""Duck-Rabbit Porter"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duck_rabbit_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Duck-Rabbit Porter is very dark in color. This robust porter features a pronounced flavor of roasted grains reminiscent of dark chocolate. Also, Paul and Brandon add oats to the grist to give a subtle round silkiness to the mouthfeel. We’re confident that you’re really going to love this yummy porter!"",""style"":""Porter"",""category"":""Irish Ale""}",1,63,1
+black_sheep_brewery-ale,0,0,244370178049,"{""name"":""Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""black_sheep_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+appleton_brewing-adler_brau_doppel_bock_beer,0,0,244366311426,"{""name"":""Adler Bräu Doppel Bock Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,24,1
+mckenzie_brew_house,0,0,244882014209,"{""name"":""McKenzie Brew House"",""city"":""Glen Mills"",""state"":""Pennsylvania"",""code"":""19342"",""country"":""United States"",""phone"":""1-610-361-9800"",""website"":""http://www.mckenziebrewhouse.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""451 Wilmington-West Chester Pike""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.8658,""lon"":-75.5442}}",1,61,1
+paulaner-paulaner_oktoberfest,0,0,245005680640,"{""name"":""Paulaner Oktoberfest"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""Paulaner Oktoberfestbier is festive, full-flavoured and ultra delicious, and is brewed specially for the most famous festival in the world. Every year, more than one million liters are served at the Oktoberfest. You can create your own \""beer tent atmosphere\"" at home with this golden yellow, mildly hoppy seasonal speciality - but only between July and October.\r\n\r\nOktoberfest Bier:\r\n13.7% original wort; 6.0% alcohol; 50 kcal/100 ml"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,60,1
+valley_brewing_company,0,0,245117616128,"{""name"":""Valley Brewing Company"",""city"":""Stockton"",""state"":""California"",""code"":""95204"",""country"":""United States"",""phone"":""(209) 464-2739"",""website"":""http://www.valleybrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1950 W. Fremont St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.9551,""lon"":-121.322}}",1,45,1
+central_city_brewing_company-red_racer_india_pale_ale,0,0,244496990209,"{""name"":""Red Racer India Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,53,1
+stoudt_s_brewery-scarlet_lady_ale,0,0,245110669314,"{""name"":""Scarlet Lady Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This English-style ale is brewed with Marris Otter and Caramel malts for a rich, reddish-copper color and smooth malty palate.  The use of bittering and aroma addition hops balances the regal, sweet maltiness and imparts a softly perfumed aroma"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,29,1
+lancaster_brewing_co-amish_four_grain,0,0,244759068673,"{""name"":""Amish Four Grain"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our multi-grain pale ale summons the sweetness of oats, the complexity of rye and the smoothness of malted wheat, balanced by a generous dry-hopping of imported, noble Saaz hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+eastern_shore_brewing,0,0,244633436162,"{""name"":""Eastern Shore Brewing"",""city"":""St Michaels"",""state"":""Maryland"",""code"":""21663"",""country"":""United States"",""phone"":""410.745.8010"",""website"":""http://www.easternshorebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Offering beers for every taste including: St. Michaels Blonde Ale, St. Michaels LT, Not So Pale Ale and seasonal beers...Ameri-Hefe & Ameri-Wheat. Stop by the tasting room and sample a few beers. We anticipate being open by Labor Day 2008."",""address"":[""605 S. Talbot St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.7814,""lon"":-76.2222}}",1,63,1
+black_sheep_brewery,0,0,244370178050,"{""name"":""Black Sheep Brewery"",""city"":""Ripon"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01765)-689227"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wellgarth""]}",1,32,1
+augusta_brewing,0,0,244366376960,"{""name"":""Augusta Brewing"",""city"":""Augusta"",""state"":""Missouri"",""code"":""63332"",""country"":""United States"",""phone"":""1-636-482-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5221 Water Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.5702,""lon"":-90.8802}}",1,24,1
+middle_ages_brewing-middle_ages_raspberry_ale,0,0,244882014210,"{""name"":""Middle Ages Raspberry Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A scintillating ale with just the right amount of hops and ripe berry flavor."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,61,1
+quigleys,0,0,245005746176,"{""name"":""Quigleys"",""city"":""Pawleys Island"",""state"":""South Carolina"",""code"":""29585"",""country"":""United States"",""phone"":""(843) 237-7010"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Former brewer at Liberty Brewpub in Myrtle Beach is the owner/brewer at this new brewpub in the middle of golf country."",""address"":[""257 Willbrook Blvd""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":33.4905,""lon"":-79.116}}",1,60,1
+walldorff_brew_pub-amber_waves,0,0,245750169600,"{""name"":""Amber Waves"",""abv"":4.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""A clean crisp ale with a beautiful reddish caramel color and a superb balance of hops and malts."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,45,1
+cervecera_del_pacfico,0,0,244497055744,"{""name"":""Cervecera del Pacfico"",""city"":""Mazatln"",""state"":""Sinaloa"",""code"":"""",""country"":""Mexico"",""phone"":""52-1-28-71-6011"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Calz.Gabriel Leyva y Melchor Ocampo""]}",1,53,1
+taylor_s_restaurant_and_brewery-pale_ale,0,0,245110669315,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+main_street_brewing-brown_ale,0,0,244882341888,"{""name"":""Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,62,1
+edelweissbrauerei_farny-alt_durrener_weisse,0,0,244633501696,"{""name"":""Alt-Dürrener-Weiße"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""edelweissbrauerei_farny"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+blue_cat_brew_pub-red_toad_amber_ale,0,0,244370243584,"{""name"":""Red Toad Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+barley_island_brewing-rust_belt_porter,0,0,244366376961,"{""name"":""Rust Belt Porter"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+monte_carlo_casino_and_brewpub,0,0,244882079744,"{""name"":""Monte Carlo Casino and Brewpub"",""city"":""Las Vegas"",""state"":""Nevada"",""code"":""89109"",""country"":""United States"",""phone"":""1-702-730-7438"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.1286,""lon"":-115.171}}",1,61,1
+remington_watson_smith_brewing,0,0,245005746177,"{""name"":""Remington Watson Smith Brewing"",""city"":""Waukesha"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0117,""lon"":-88.2315}}",1,60,1
+weissbierbrauerei_hopf,0,0,245750169601,"{""name"":""Weissbierbrauerei Hopf"",""city"":""Miesbach"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8025-/-2959-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Schtzenstrae 8-10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.794,""lon"":11.8311}}",1,45,1
+commonwealth_brewing_1,0,0,244497121280,"{""name"":""Commonwealth Brewing #1"",""city"":""Boston"",""state"":""Massachusetts"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.3584,""lon"":-71.0598}}",1,53,1
+the_bruery-autumn_maple,0,0,245110734848,"{""name"":""Autumn Maple"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with 17 lbs. of yams per barrel (in other words, a lot of yams!), this autumn seasonal is a different take on the “pumpkin” beer style. Brewed with cinnamon, nutmeg, allspice, vanilla, molasses, and maple syrup, and fermented with our traditional Belgian yeast strain, this bold and spicy beer is perfect on a cold autumn evening."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,29,1
+maritime_pacific_brewing-salmon_bay_e_s_b,0,0,244882341889,"{""name"":""Salmon Bay E.S.B."",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+eel_river_brewing-triple_exultation_old_ale,0,0,244633501697,"{""name"":""Triple Exultation Old Ale"",""abv"":9.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,63,1
+blue_ridge_brewing,0,0,244370243585,"{""name"":""Blue Ridge Brewing"",""city"":""Greenville"",""state"":""South Carolina"",""code"":""29601"",""country"":""United States"",""phone"":""1-864-232-4677"",""website"":""http://www.blueridgebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Born in the foothills of the Blue Ridge Mountains, Greenville's Brew-Pub continues to pay homage to one simple creed, to provide our customers the very best we can! We're as proud of Chef Rich's House-Made Menu as we are of Jay's Freshly Crafted Brews!"",""address"":[""217 North Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.8531,""lon"":-82.3983}}",1,32,1
+black_sheep_brewery-riggwelter_yorkshire_ale,0,0,244366376962,"{""name"":""Riggwelter Yorkshire Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""black_sheep_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+512_brewing_company,0,0,244366573568,"{""name"":""(512) Brewing Company"",""city"":""Austin"",""state"":""Texas"",""code"":""78745"",""country"":""United States"",""phone"":""512.707.2337"",""website"":""http://512brewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(512) Brewing Company is a microbrewery located in the heart of Austin that brews for the community using as many local, domestic and organic ingredients as possible."",""address"":[""407 Radam, F200""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.2234,""lon"":-97.7697}}",1,25,1
+monteith_s_brewing_co-monteith_s_celtic_beer,0,0,244882079745,"{""name"":""Monteith's Celtic Beer"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""monteith_s_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Monteith’s Celtic Beer is considered an ‘Irish-style ale’ in the heritage of beers of a burnt-red colour traditionally brewed in the Emerald Isle.\r\n\r\nMonteith’s Celtic Beer has a dry roasted malt flavour characteristic of this style of brewing. This malty characteristic and crisp dryness is derived from malts of the roasted chocolate malt style. The hop character is medium to allow the chocolate malts to show through.\r\n\r\nMonteith’s brewers have been able to develop traditional ale fermentation characters while allowing the interesting roasted malt notes to come through in the aroma."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,61,1
+rogue_ales-jittery_frog,0,0,245005811712,"{""name"":""Jittery Frog"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""This special coffee stout includes NAFTA approved, organic, shade grown coffee beans from Costa Rica, Indonesia, and Ethiopia roasted by the brewmaster at local coffee roaster Red Twig in Edmonds, Wa.  Hints of your morning cup are evident in the aroma, flavor and finish of this breakfast beer (but not just for breakfast).  \r\nNo Chemicals, Additives or Preservatives.""}",1,60,1
+white_oak_cider,0,0,245750169602,"{""name"":""White Oak Cider"",""city"":""Newberg"",""state"":""Oregon"",""code"":""97132"",""country"":""United States"",""phone"":""1-503-538-0349"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""18452 NE Ribbon Ridge Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.3498,""lon"":-123.073}}",1,45,1
+coors_brewing_golden_brewery-harvest_moon_pumpkin,0,0,244497121281,"{""name"":""Harvest Moon Pumpkin"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This amber-colored, naturally pumpkin flavored ale is brewed only in the autumn and combines the flavor of vine-ripened pumpkin and spices. If you're in the mood for something unique and different to go along with the change of season, autumn is the perfect time to try Blue Moon™ Pumpkin Ale. Available mid-September through December."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,53,1
+the_livery-555_ipa,0,0,245110734849,"{""name"":""555 IPA"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""A true North American IPA! All North American malts, Northwest Mt. Hood hops, and American Ale yeast all blend for a perfectly balanced bitter ale."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,29,1
+midnight_sun_brewing_co-gluttony,0,0,244882407424,"{""name"":""Gluttony"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""GLUTTONY Triple IPA overindulges the palate with profound malt, powerful hops and abundant body. Its deep decadent golden orange color presents an appetizing invitation for extravagant enjoyment. Its aroma entices with citrus, pine and alcohol while the flavor provides a smorgasbord of sweet malt, fresh tangerine/grapefruit and a resinous hop character that lingers well beyond the finish. \r\n\r\nGLUTTONY...More than a mouthful."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,62,1
+egan_brewing-enkel_biter,0,0,244633567232,"{""name"":""Enkel Biter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+boston_beer_company-longshot_hazelnut_brown,0,0,244370243586,"{""name"":""Longshot Hazelnut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+bootleggers_steakhouse_and_brewery-voluptuous_blonde,0,0,244366442496,"{""name"":""Voluptuous Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+abhi_brewery,0,0,244366573569,"{""name"":""Abhi Brewery"",""city"":"""",""state"":"""",""code"":"""",""country"":""India"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2011-09-27 00:35:48"",""description"":"""",""address"":[]}",1,25,1
+monteith_s_brewing_co-monteith_s_summer_ale,0,0,244882079746,"{""name"":""Monteith's Summer Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""monteith_s_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Monteith’s Summer Ale is a refreshingly different beer. The opportunity to rediscover some flavour highlights of beer styles enjoyed on summer days past, and bring them back to life.\r\n\r\nAt the end of last century, in England, Europe and the Americas and in New Zealand, there was still an adherence to brew with barley, wholesome grains, hops and other traditional brewing spices.\r\n\r\nMonteith’s Summer Ale is a bright gold beer with great body from four different malts. Spiced with a single hop variety and a touch of history - a little Rata honey. Subtle, but enough to make all the difference. The result is a truly refreshing herbal spiced beer brewed for the Summer Season — a splendid thirst quencher.\r\n\r\nMonteith’s Summer Ale enjoyed ice-cold with a simple range of fruits, perhaps refreshing wedge of orange or lime. Alternatively, match with summer salads and stir-frys to complement the light flavours."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,61,1
+rothaus_brauerei-dunkles,0,0,245005811713,"{""name"":""Dunkles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+wild_duck_brewing-imperial_sasquatch,0,0,245750235136,"{""name"":""Imperial Sasquatch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_duck_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+copper_kettle_brewery-potbelly_porter,0,0,244497186816,"{""name"":""Potbelly Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_kettle_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Porter has a deep dark color and a light creamy head. The aroma and flavor lingers of burnt grains and roasted coffe. We hope you enjoy this special brew."",""style"":""Porter"",""category"":""Irish Ale""}",1,53,1
+the_lost_abbey-serpents_stout,0,0,245110800384,"{""name"":""Serpents Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""The history of the bible and religion is indeed the struggle of good vs. evil. Our Serpent’s Stout recognizes the evil of the dark side that we all struggle with. This is a massively thick and opaque beer that begs the saints to join the sinners in their path to a black existence. 10.5% ABV and available in 750 ml bottles and on draft at select locations."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,29,1
+midnight_sun_brewing_co-oak_aged_imperial_chocolate_pumpkin_porter,0,0,244882407425,"{""name"":""Oak-Aged Imperial Chocolate Pumpkin Porter"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This version is even lovelier than the original. Share with your sweetie."",""style"":""Porter"",""category"":""Irish Ale""}",1,62,1
+elysian_brewery_public_house-the_immortal_ipa,0,0,244633567233,"{""name"":""The Immortal IPA"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+boulevard_brewing_company-bouldevard_zon,0,0,244370243587,"{""name"":""Bouldevard ZŌN"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Boulevard’s summer seasonal is our interpretation of a classic Belgian witbier. ZŌN (Flemish for “sun”) combines the subtle flavors of coriander and orange peel with other traditional ingredients to create a delightful, refreshing summertime brew. Available from May through August, in bottles and draught."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,32,1
+brasserie_de_la_senne-zinnebir,0,0,244366442497,"{""name"":""Zinnebir"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_la_senne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,24,1
+abita_brewing_company-christmas_ale,0,0,244366639104,"{""name"":""Christmas Ale"",""abv"":5.5,""ibu"":38.0,""srm"":35.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-12-19 09:11:43"",""description"":""Abita Christmas Ale is an American style Brown Ale. It is hopped with Willamette, Cascade, and Columbus hops and has a good hop flavor and aroma."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_pale_ale,0,0,244882145280,"{""name"":""Nøgne Ø Pale Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing light and hoppy ale. Probably our best allrounder.  Recommended serving temperature 8°C/45°F.  Ideal with barbequed or smoked meat dishes."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,61,1
+saint_arnold_brewing-divine_reserve_9,0,0,245005811714,"{""name"":""Divine Reserve 9"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Important: let this beer warm to at least 50° before enjoying.  This beer is black with some ruby highlights.  The nose is full of pumpkin pie spices and some alcohol.  There are notes of nutmeg, caraway and vanilla.  The taste starts with chocolate malt with a hint of spice and rolls into a warm spicy alcohol taste which has the effect of creating the balance that usually comes from the hop bitter.  There is some hop bitter on the finish, but not much.  Overall, this beer finishes relatively dry for such a big beer.  As it warms, the spices move forward in the taste and the chocolate moves to the finish.  The pumpkin provides a pleasant undertone and a nice mouthfeel.  The spices will probably fade some over time; they mellowed considerably while still in the fermenter."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,60,1
+york_brewery-yorkshire_terrier_premium_cask_bitter,0,0,245750235137,"{""name"":""Yorkshire Terrier Premium Cask Bitter"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""york_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,45,1
+coronado_brewing_company-islandweizen,0,0,244497186817,"{""name"":""Islandweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Coronado 'Islandweizen' is our version of an American-styled Hefeweizen or unfiltered wheat beer. It's lightly hopped with Nobel Tettnang and Saaz hops to create a great full-bodied beer. This refreshing beer can be enjoyed with a slice of lemon."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,53,1
+the_round_barn_winery_brewery-round_barn_cocoa_stout,0,0,245110865920,"{""name"":""Round Barn Cocoa Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_round_barn_winery_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Cocoa Stout boasts a beautiful black body and tan head with notes of roasted barley, coffee, and bittersweet chocolate. Enjoy with dessert ‹ especially good in a float with vanilla ice cream. Round Barn beer is bottle conditioned, decant into a pint glass before drinking for the best taste experience. Contains lactose (milk sugar)."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,29,1
+minneapolis_town_hall_brewery-hope_king_scotch_ale,0,0,244882472960,"{""name"":""Hope & King Scotch Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hope and King is a full-body brew and is rich in malt complexity. Brewed with both English and American barley and many, many specialty malts this deeply colored ale has hints of roasted chocolate, caramel and raisins with very little hop presence. Our interpretation of the classic ale that originated in Glasgow, Scotland."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,62,1
+empyrean_brewing_company-solar_flare_summer_ale,0,0,244633632768,"{""name"":""Solar Flare Summer Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+brasserie_de_tahiti,0,0,244370309120,"{""name"":""Brasserie de Tahiti"",""city"":""Tahiti"",""state"":"""",""code"":"""",""country"":""French Polynesia"",""phone"":""689-467600"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""BP 597""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-17.6797,""lon"":-149.407}}",1,32,1
+brasserie_de_vervifontaine-biere_du_lion,0,0,244366442498,"{""name"":""Bière du Lion"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_vervifontaine"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+abita_brewing_company-honey_rye_ale,0,0,244366639105,"{""name"":""Honey Rye Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:54:55"",""description"":""This beer is not very bitter which allows the flavors of the rye and honey to come through. The result is a full bodied, sweet, and malty beer."",""style"":""Specialty Honey Lager or Ale"",""category"":""Other Style""}",1,25,1
+o_hanlon_s_brewing_company_ltd,0,0,244882145281,"{""name"":""O'Hanlon's Brewing Company Ltd."",""city"":""Exeter"",""state"":""Devon"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01404)-822412"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Great Barton Farm""]}",1,61,1
+scharer_s_little_brewery-scharer_s_lager,0,0,245005877248,"{""name"":""Scharer's Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scharer_s_little_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional German-style lager, fermented at 7-9°C and lagered at 4°C for 4-6 weeks. The storage produces a soft, natural carbonation. Full-bodied with high bitterness and hop flavour and a dry finish. Hoppy aromatic nose. Available on draught or in 780 mL champagne-style bottles. Can be difficult to acquire."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,60,1
+courthouse_pub-canadian_light,0,0,244497252352,"{""name"":""Canadian Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""courthouse_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+the_st_louis_brewrey,0,0,245110865921,"{""name"":""The St. Louis Brewrey"",""city"":""St. Louis"",""state"":""MO"",""code"":""63103"",""country"":""United States"",""phone"":""314-241-2337"",""website"":""http://http://www.schlafly.com"",""type"":""brewery"",""updated"":""2011-02-10 07:49:03"",""description"":""The Schlafly Tap Room first opened its doors in 1991 and proudly holds the distinction of being the first new brewpub in Missouri since Prohibition."",""address"":[""2100 Locust Street""]}",1,29,1
+new_albanian_brewing-solidarity,0,0,244882472961,"{""name"":""Solidarity"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_albanian_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,62,1
+engine_house_9-tacoma_brew,0,0,244633632769,"{""name"":""Tacoma Brew"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+brauerei_gasthof_zur_krone-kellerpils,0,0,244487290880,"{""name"":""Kellerpils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gasthof_zur_krone"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brasserie_des_cimes,0,0,244366508032,"{""name"":""Brasserie des Cimes"",""city"":""Aix les Bains"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-04.79.88.16.80"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""152 Avenue St Simond""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.7075,""lon"":5.9153}}",1,24,1
+agassiz_brewing,0,0,244366704640,"{""name"":""Agassiz Brewing"",""city"":""Winnipeg"",""state"":""Manitoba"",""code"":""0"",""country"":""Canada"",""phone"":""1-204-233-4677"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 42008""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.7652,""lon"":-97.1539}}",1,25,1
+oasis_brewery_annex-brown_ale,0,0,244882210816,"{""name"":""Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oasis_brewery_annex"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,61,1
+scottish_newcastle_breweries-newcastle_brown_ale,0,0,245005877249,"{""name"":""Newcastle Brown Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scottish_newcastle_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,60,1
+daleside_brewery-morocco_ale,0,0,244497252353,"{""name"":""Morocco Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daleside_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+three_floyds_brewing-alpha_klaus_xmas_porter,0,0,245110865922,"{""name"":""Alpha Klaus Xmas Porter"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,29,1
+new_glarus_brewing_company-staghorn_oktoberfest,0,0,244882472962,"{""name"":""Staghorn Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,62,1
+erie_brewing_company-sunshie_wit,0,0,244633632770,"{""name"":""Sunshie Wit"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Hot, Hazy summer days call for a craft beer that refreshes. Have no fear – Sunshine Wit is here! Sunshine Wit is a refreshingly smart-assed ale that will satisfy, especially when the mercury is rising. Add a slice of orange for an extra blast of flavor! Sunshine Wit is a “white ale” or “wit” – a hazy yellow wheat beer with a subtle citrus flavor and remarkable drinkability at 4.0% alcohol by volume. Let sunshine wit help you chill out on the hottest, humid, heat-stricken days of summer."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,63,1
+brauerei_im_fchschen,0,0,244487356416,"{""name"":""Brauerei im Fchschen"",""city"":""Düsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-211-/-13747-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ratinger Strasse 28""]}",1,32,1
+brasserie_des_gants-gouyasse_goliath,0,0,244366508033,"{""name"":""Gouyasse / Goliath"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_des_gants"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+alpine_beer_company-duet,0,0,244366704641,"{""name"":""Duet"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alpine_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A West Coast IPA. Our original single IPA made with Simcoe and Amarillo hops “in harmony.” 1.065 OG 45 IBU 7%ABV"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+odell_brewing-odell_ipa,0,0,244882210817,"{""name"":""Odell IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We took the traditional IPA, originally shipped from England to India in the 1700's, and made it bolder and more flavorful - American Style. We've added new varieties of highly aromatic American hops to create a distinctive bitterness profile and an incredible hop character."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+south_county_brewing_co-south_county_munich_dunkel_lager,0,0,245122924544,"{""name"":""South County Munich Dunkel Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_county_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Crisp and smooth. This beer is deep amber in color. Toasty, malty flavor. Full-bodied with a clean finish.""}",1,60,1
+de_dochter_van_de_korenaar-embrasse,0,0,244628979712,"{""name"":""embrasse"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_dochter_van_de_korenaar"",""updated"":""2010-07-22 20:00:20"",""description"":""pure-malt dark ale.\r\nrich and intense. good mix between imperial stout (but not as intense) and quadrupel. The beer has real balance and a luxurious mouthfeel"",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,53,1
+thunderhead_brewery-autumn_strong_lager,0,0,245110931456,"{""name"":""Autumn Strong Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,29,1
+new_holland_brewing_company-night_tripper,0,0,244882538496,"{""name"":""Night Tripper"",""abv"":10.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Night Tripper is an Imperial Stout for a Fat Tuesday release. Dark, mysterious and poetic, Night Tripper's abundance of roasted malts, combined with flaked barley create a rich, roasty beer with deeply intense and lush flavors. Night Tripper's layered, nuanced tones invite intrigue and reward a curious palate."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,62,1
+f_x_matt_brewing-saranac_nut_brown_ale,0,0,244633632771,"{""name"":""Saranac Nut Brown Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Nut Brown Ale's soft mellow malt character is rich and smooth with a medium body. Look for hints of toasted malt flavor, slight hop bitterness and amber brown color."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+brauhaus_sion-kolsch,0,0,244487356417,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sion"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brasserie_ellezelloise-la_quintine_blonde,0,0,244483686400,"{""name"":""La Quintine Blonde"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_ellezelloise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+amerisports_brew_pub,0,0,244366770176,"{""name"":""Amerisports Brew Pub"",""city"":""Kansas City"",""state"":""Missouri"",""code"":""64161"",""country"":""United States"",""phone"":""1-816-414-7000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""8201 NE Birmingham Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.1551,""lon"":-94.482}}",1,25,1
+odell_brewing,0,0,244882210818,"{""name"":""Odell Brewing"",""city"":""Fort Collins"",""state"":""Colorado"",""code"":""80524"",""country"":""United States"",""phone"":""1-888-887-2797"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""800 East Lincoln Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.5894,""lon"":-105.063}}",1,61,1
+speakeasy_ales_and_lagers-prohibition_pale_ale,0,0,245122990080,"{""name"":""Prohibition Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""speakeasy_ales_and_lagers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+denver_chophouse_and_brewery,0,0,244629045248,"{""name"":""Denver ChopHouse and Brewery"",""city"":""Denver"",""state"":""Colorado"",""code"":""80202"",""country"":""United States"",""phone"":""1-303-296-0800"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1735 19th Street #100""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7553,""lon"":-104.997}}",1,53,1
+thunderhead_brewery_2-modern_monks_belgian_blonde,0,0,245110931457,"{""name"":""Modern Monks Belgian Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+niagara_falls_brewing-apple_ale,0,0,244882538497,"{""name"":""Apple Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,62,1
+fitzpatrick_s_brewing-hawk_rye,0,0,244633698304,"{""name"":""Hawk Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitzpatrick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+brauhaus_sternen-oktoberfest,0,0,244487356418,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sternen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,32,1
+brasserie_lefebvre-abbaye_de_floreffe_double,0,0,244483686401,"{""name"":""Abbaye de Floreffe Double"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_lefebvre"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+asahi_breweries-asahi_super_dry,0,0,244366770177,"{""name"":""Asahi Super Dry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""asahi_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+ohio_brewing,0,0,244882210819,"{""name"":""Ohio Brewing"",""city"":""Niles"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.1828,""lon"":-80.7654}}",1,61,1
+springfield_brewing,0,0,245123055616,"{""name"":""Springfield Brewing"",""city"":""Springfield"",""state"":""Missouri"",""code"":""65806"",""country"":""United States"",""phone"":""1-417-832-8277"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""305 South Market Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.2079,""lon"":-93.2955}}",1,60,1
+aksarben_brewing_bop-harvest_brown,0,0,244366966784,"{""name"":""Harvest Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+dick_s_brewing,0,0,244629110784,"{""name"":""Dick's Brewing"",""city"":""Centralia"",""state"":""Washington"",""code"":""98531"",""country"":""United States"",""phone"":""1-800-586-7760"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5945 Prather Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.7713,""lon"":-123.007}}",1,53,1
+timmermans-timmermans_gueuze,0,0,245110996992,"{""name"":""Timmermans Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,29,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_saison,0,0,244882538498,"{""name"":""Nøgne Ø Saison"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""One of our most refreshing brews, made for those hot summer days, but satisfying year 'round. Recommended serving temperature 8°C/45°F. Goes well with seafood, particularly oysters."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,62,1
+florida_beer_company,0,0,244633698305,"{""name"":""Florida Beer Company"",""city"":""Melbourne"",""state"":""Florida"",""code"":""32901"",""country"":""United States"",""phone"":""321-728-3412"",""website"":""http://www.floridabeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2500 S. Harbor City Blvd.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":28.0707,""lon"":-80.6012}}",1,63,1
+brauhaus_sternen-weizentrumpf,0,0,244487421952,"{""name"":""Weizentrumpf"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sternen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,32,1
+brauerei_beck-beck_s_light,0,0,244483751936,"{""name"":""Beck's Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-12-20 16:12:12"",""description"":"""",""style"":""European Low-Alcohol Lager"",""category"":""German Lager""}",1,24,1
+avery_brewing_company-the_beast_grand_cru,0,0,244366770178,"{""name"":""The Beast Grand Cru"",""abv"":14.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Beast is a seducer - accommodating, complicated, powerful, dark and created to last the ages. With a deep burgundy color and aromas of honey, nutmeg, mandarin orange and pineapple, this massive and challenging brew has flavors akin to a beautiful Carribean rum. Dates, plums, raisins and molasses are dominant in a rich vinous texture. Cellarable for 10+ years."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,25,1
+okanagan_spring_brewery,0,0,244882276352,"{""name"":""Okanagan Spring Brewery"",""city"":""Vernon"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-800-663-7037"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2801 - 27A Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.2613,""lon"":-119.277}}",1,61,1
+storm_brewing-highland_scottish_ale,0,0,245123055617,"{""name"":""Highland Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""storm_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""While hugely popular in Scotland, this style of beer escapes most North Americans. Designed and brewed by the Scottish punk rocker David “Malty” Macanulty, this creamy, nutty, malty, dark ale is true to its origins. David drives James crazy over this beer, insisting on rigid fermentation temperatures, traditional mild hops for bittering, and even some weird caramelizing ritual as the kettle is being filled. The beer continues to undergo subtle evolutionary changes because the stubborn Scottish bastard will never be satisfied."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,60,1
+anheuser_busch-michelob_irish_red,0,0,244367032320,"{""name"":""Michelob Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Born of Irish tradition, this all-malt ale uses kilned and toasted malts to produce its all-natural, signature red shade. A beer with exceptional balance, Irish Red displays an initial sweetness that fades to a clean, dry finish."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,26,1
+dix_barbecue_brewery,0,0,244629110785,"{""name"":""Dix Barbecue & Brewery"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-682-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""871 Beatty Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2766,""lon"":-123.115}}",1,53,1
+tollemache_and_cobbold_brewery,0,0,245110996993,"{""name"":""Tollemache and Cobbold Brewery"",""city"":""Ipswich"",""state"":""Suffolk"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.0593,""lon"":1.1557}}",1,29,1
+oldenberg_brewery-nut_brown_ale,0,0,244882604032,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oldenberg_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,62,1
+flying_bison_brewing-bird_of_prey_ipa,0,0,244633698306,"{""name"":""Bird of Prey IPA"",""abv"":8.26,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our true English style IPA. Bready English Malt gives this beer a firm backbone to hang truckloads of East Kent Golding Hops on. Available on draft at the brewery and select “Beer Geek Bars” Feb. March April (if it lasts that long)."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,63,1
+brew_kettle_taproom_smokehouse_bop,0,0,244487421953,"{""name"":""Brew Kettle Taproom & Smokehouse BOP"",""city"":""Strongsville"",""state"":""Ohio"",""code"":""44136"",""country"":""United States"",""phone"":""1-440-239-8788"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""8377 Pearl Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.347,""lon"":-81.8226}}",1,32,1
+brauerei_beck-haacke_beck,0,0,244483751937,"{""name"":""Haacke-Beck"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+back_road_brewery-maple_city_gold,0,0,244366770179,"{""name"":""Maple City Gold"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""No, there is no maple flavor here, just a great beer with a good name.  LaPorte, Indiana is known as the \""Maple City\"" because of its trees.  This German style Oktoberfest lager beer has a golden copper color and intense malty flavor.  We make this beer 4 times a year, but it is hard to find because it goes so fast.  Give it a try and you may find it worthy of the gold.... or at least another round"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,25,1
+olde_peninsula_brewpub_and_restaurant-double_cream_oatmeal_stout,0,0,244882276353,"{""name"":""Double Cream Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+sturgeon_bay_brewing,0,0,245123055618,"{""name"":""Sturgeon Bay Brewing"",""city"":""Sturgeon Bay"",""state"":""Wisconsin"",""code"":""54235"",""country"":""United States"",""phone"":""1-920-746-7611"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.8342,""lon"":-87.377}}",1,60,1
+appleton_brewing-adler_brau_pumpkin_spice,0,0,244367032321,"{""name"":""Adler Bräu Pumpkin Spice"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+dubuque_brewing_and_bottling-star_big_muddy_brown,0,0,244629110786,"{""name"":""Star Big Muddy Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dubuque_brewing_and_bottling"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+tooth_s-sheaf_stout,0,0,245111062528,"{""name"":""Sheaf Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tooth_s"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,29,1
+otter_creek_brewing_wolaver_s_organic_ales-otter_creek_russian_imperial_stout,0,0,244882669568,"{""name"":""Otter Creek Russian Imperial Stout"",""abv"":10.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""The style was first brewed in England for the Russian Czar and it is the king of stouts. Plenty of big malt flavors- chocolate and roasted- and high alcohol with lower carbonation and mild hops. \r\nWe brewed this beer with double the malts and four times the hops of regular stouts!\r\n\r\nOtter Creek Russian Imperial Stout clocks in around 10% ABV- a beer to be savored responsibly. True to style, this beer will last for years so you may want to stock up on a few bottles for your cellar while it's available.\r\n\r\nRussian Imperial Stouts pair well with creamy cheeses such as camembert (we recommend Vermont-made!), decadent chocolate desserts, or a hearty meal."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,62,1
+flying_fish_brewing_company-exit_11_hoppy_american_wheat,0,0,244633763840,"{""name"":""Exit 11 - Hoppy American Wheat"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Exit 11 Hoppy American Wheat Ale is the second in their wildly popular Exit Series of Big Bottle Beers. Exit 11 is a confluence of styles and ingredients, just as Exit 11 is the point in New Jersey where the Garden State Parkway, the New Jersey Turnpike and several other highways come together.\r\n\r\n“Exit 11 is the point on the Turnpike where the Garden State Parkway branches off and takes hundreds of thousands of travelers to the renowned Jersey Shore,” says Flying Fish Founder Gene Muller.  “Our Exit 11 Wheat Ale is a fresh, citrus-y summer beer perfect for beachgoers and those who only wish they were headed ‘downa shore’.”\r\n\r\nExit 11 is an American-style wheat beer brewed with English ale yeast and three Pacific Northwest hops, Columbus, Palisade and Amarillo.  It is brewed with 50% Belgian pale malt and 50% white wheat, and is an ideal summer thirst quencher, with its bouquet of tangerines and apricots. Exit 11 is available only during this one-time release, and only until it sells out across New Jersey, Pennsylvania and Delaware."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,63,1
+brewer_s_art-resurrection,0,0,244487421954,"{""name"":""Resurrection"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewer_s_art"",""updated"":""2010-07-22 20:00:20"",""description"":""During the fermentation of the first batch of this Abbey-style dubbel, the yeast \""died\"" and was \""resurrected\"" by brewer Chris Cashell. Made with five types of barley malt and lots of sugar, this beer is quite flavorful, without being too sweet."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,32,1
+brauerei_beck-oktoberfest,0,0,244483751938,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,24,1
+baltika_breweries,0,0,244366835712,"{""name"":""Baltika Breweries"",""city"":""St. Petersburg"",""state"":"""",""code"":""194292"",""country"":""Russia"",""phone"":""(812)325-93-25"",""website"":""http://baltikabeer.com/"",""type"":""brewery"",""updated"":""2011-02-15 19:35:41"",""description"":""* The leader on the Russian beer market\n* One of the leading European producers of beer\n* The Baltika brand is Europe's second largest in terms of sales\n* The Company accounts for more than 80% of all Russian beer exports\n* Product is exported to 42 countries\n* 10 breweries: 2 factories in St. Petersburg and factories in Rostov-on-Don, Tula, Samara, Khabarovsk, Yaroslavl, Voronezh, Chelyabinsk, and Krasnoyarsk.\n* Around 12,000 employees"",""address"":[""6 Verkhny per., d. 3""]}",1,25,1
+olde_peninsula_brewpub_and_restaurant-midnight_stout,0,0,244882276354,"{""name"":""Midnight Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+sullivan_s_black_forest_brew_haus_grill-sherwood_forest_ipa,0,0,245123055619,"{""name"":""Sherwood Forest IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,60,1
+arcadia_brewing-imperial_stout,0,0,244367097856,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,26,1
+duck_rabbit_craft_brewery,0,0,244629176320,"{""name"":""Duck-Rabbit Craft Brewery"",""city"":""Farmville"",""state"":""North Carolina"",""code"":""27828"",""country"":""United States"",""phone"":""(252) 753-7745"",""website"":""http://www.duckrabbitbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4519 W. Pine Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6003,""lon"":-77.5971}}",1,53,1
+utenos_alus,0,0,245111062529,"{""name"":""Utenos Alus"",""city"":""Utena"",""state"":"""",""code"":"""",""country"":""Lithuania"",""phone"":""370-39-69-023"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Pramons gatv 12""]}",1,29,1
+otto_s_pub_and_brewery-red_mo_ale,0,0,244882669569,"{""name"":""Red Mo Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An American red ale brewed with Northern Brewer for the bittering and Liberty in the hopback.  Very malty and crisp, this ale has all the fun without the AMD.  ABV  5.0%"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+founders_brewing-founders_kentucky_breakfast,0,0,244633763841,"{""name"":""Founders Kentucky Breakfast"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A bit of backwoods pleasure without the banjo. This stout is brewed with a hint of coffee and vanilla then aged in oak bourbon barrels. Our process ensures that strong bourbon undertones come through in the finish in every batch we brew. We recommend decanting at room temperature and best enjoyed in a brandy snifter."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,63,1
+brooklyn_brewery-black_chocolate_stout,0,0,244487487488,"{""name"":""Black Chocolate Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+brauerei_fssla-gold_pils,0,0,244483817472,"{""name"":""Gold-Pils"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_fssla"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+biddy_early_brewery,0,0,244366835713,"{""name"":""Biddy Early Brewery"",""city"":""Ennis"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":""353-065-6836742"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Inagh""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.3293,""lon"":-96.6253}}",1,25,1
+pacific_rim_brewing-vashon_old_stock_ale,0,0,245005877248,"{""name"":""Vashon Old Stock Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+the_alchemist,0,0,245123121152,"{""name"":""The Alchemist"",""city"":""Waterbury"",""state"":""Vermont"",""code"":""5676"",""country"":""United States"",""phone"":""(802) 244-4120"",""website"":""http://www.alchemistbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Alchemist is a 7 barrel brew pub specializing in hand-crafted beer and casual pub fare. All of our ales are brewed in our basement brewery, which was designed and installed by our brewer and co-proprietor John Kimmich. We use only the finest imported malts and domestic hops available to bring you the tastiest and finest selection of beers in Vermont!"",""address"":[""23 South Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.3372,""lon"":-72.756}}",1,60,1
+arcadia_brewing-sky_high_rye,0,0,244367097857,"{""name"":""Sky High Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+egan_brewing-irish_ale,0,0,244629176321,"{""name"":""Irish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,53,1
+water_street_brewery-pale_ale,0,0,245747744768,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+otto_s_pub_and_brewery,0,0,244882735104,"{""name"":""Otto's Pub and Brewery"",""city"":""State College"",""state"":""Pennsylvania"",""code"":""16803"",""country"":""United States"",""phone"":""814-867-6886"",""website"":""http://www.ottospubandbrewery.com/index.php"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Otto's typically offers a selection of 9-11 beers on draft. These include seasonal offerings as well as some of our favorite year-round ales and lagers including our special cask-conditioned ales. All of our beers are brewed on-premises at Otto's for the utmost freshness and quality control. They are made with the finest ingredients available, all of our skill, and a true love for the craft of brewing. Enjoy!"",""address"":[""2105 N. Atherton St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.8098,""lon"":-77.9101}}",1,62,1
+founders_hill_brewing-blackburn_doppelbock,0,0,244633829376,"{""name"":""Blackburn Doppelbock"",""abv"":7.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,63,1
+brouwerij_bavik_de_brabandere-witte_ezel,0,0,244487487489,"{""name"":""Witte Ezel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brauerei_fssla-lagerbier,0,0,244483817473,"{""name"":""Lagerbier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_fssla"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+big_rock_brewery-albino_rhino_discontinued,0,0,244366835714,"{""name"":""Albino Rhino (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+panther_brewing_company,0,0,245005942784,"{""name"":""Panther Brewing Company"",""city"":""Utica"",""state"":""New York"",""code"":""13502"",""country"":""United States"",""phone"":""1-800-568-2553"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Utica NY 13502""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.1467,""lon"":-75.1779}}",1,61,1
+the_round_barn_winery_brewery-round_barn_amber_ale,0,0,245123121153,"{""name"":""Round Barn Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_round_barn_winery_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Amber Ale is a deep, copper ale with rich notes of caramel balanced with a hop finish, making it a great all-around beer that pairs well with roasted meats or a favorite sandwich. Round Barn beer is bottle conditioned, decant into a pint glass before drinking for the best taste experience."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,60,1
+arthur_guinness_son-guinness_250th_anniversary_stout,0,0,244367163392,"{""name"":""Guinness 250th Anniversary Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arthur_guinness_son"",""updated"":""2010-07-22 20:00:20"",""description"":""To mark the 250 year anniversary of the signing of the lease on St. Jame's Gate Brewery by Arthur Guinness, we introduce a special commemorative stout. This premium recipe provides a refreshing taste, which underlies the complex flavor of stout."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,26,1
+egan_brewing-thyme_of_the_saison,0,0,244629176322,"{""name"":""Thyme of the Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+water_street_lake_country-bavarian_weiss_beer,0,0,245747810304,"{""name"":""Bavarian Weiss Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,29,1
+pennichuck_brewing_company-bagpiper_s_scottish_ale,0,0,245006139392,"{""name"":""Bagpiper's Scottish Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,62,1
+fratellos_restaurant_and_brewery-rye,0,0,244633829377,"{""name"":""Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+brouwerij_de_landtsheer-malheur_black_chocolate_2003,0,0,244487487490,"{""name"":""Malheur Black Chocolate 2003"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_landtsheer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brauerei_gasthof_zur_krone,0,0,244483817474,"{""name"":""Brauerei & Gasthof zur Krone"",""city"":""Tettnang"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7542-/-7452"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brenplatz 7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6715,""lon"":9.5888}}",1,24,1
+big_sky_brewing,0,0,244366901248,"{""name"":""Big Sky Brewing"",""city"":""Missoula"",""state"":""Montana"",""code"":""59808"",""country"":""United States"",""phone"":""1-800-559-2774"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5417 Trumpeter Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.9223,""lon"":-114.073}}",1,25,1
+paulaner-hacker_pschorr_dunkel_weisse,0,0,245005942785,"{""name"":""Hacker-Pschorr Dunkel Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+tommyknocker_brewery_and_pub-pick_axe_pale_ale,0,0,245123121154,"{""name"":""Pick Axe Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""Pick Axe Pale Ale is a classic American Pale Ale which uses premium hops and barley to impart a full bodied characteristic that dances on your tongue and titillates your palate."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+backcountry_brewery-peak_one_porter,0,0,244367163393,"{""name"":""Peak One Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""backcountry_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+fox_river_brewing_1-trolleycar_stout,0,0,244629176323,"{""name"":""Trolleycar Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+weinkeller_brewery_berwyn-dusseldorfer_doppelbock,0,0,245747810305,"{""name"":""Dusseldorfer Doppelbock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,29,1
+pennichuck_brewing_company-saint_florian_s_doppelbock,0,0,245006204928,"{""name"":""Saint Florian's Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,62,1
+glen_ellyn_sports_brew-red,0,0,244633894912,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+brouwerij_t_ij,0,0,244487553024,"{""name"":""Brouwerij 't IJ"",""city"":""Amsterdam"",""state"":"""",""code"":""0"",""country"":""Netherlands"",""phone"":""31-020-3201786"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Funenkade 7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":52.3666,""lon"":4.9263}}",1,32,1
+brewdog_ltd-dogma,0,0,244483883008,"{""name"":""Dogma"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Dogma is an innovative, enigmatic ale brewed with guarana, poppy seeds and kola nut all blended together with Scottish heather honey. A conspiracy of transcontinental ingredients infused with some devastatingly BrewDog imaginative thinking.\r\n\r\nThe flavours, intricacies and nuances of this beer are best enjoyed while musing over some obscure 17th Century philosophical meanderings, such as:\r\n\r\n\""If we disbelieve everything because we cannot certainly know all things we will do much, what as wisely as he who would not use his wings but sit still and perish because he had no wings to fly.\""\r\nJohn Locke.\r\n\r\nThis beer is not cool. You may think it is, but that is just a beautiful lie fabricated by clowns and gypsies."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,24,1
+boston_beer_works-boston_red,0,0,244366901249,"{""name"":""Boston Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+plzesk_prazdroj_pivovar_radegast-premium,0,0,245006008320,"{""name"":""Premium"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""plzesk_prazdroj_pivovar_radegast"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+tongerlo-tongerlo_dubbel_bruin,0,0,245123121155,"{""name"":""Tongerlo Dubbel Bruin"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tongerlo"",""updated"":""2010-07-22 20:00:20"",""description"":""DOUBLE BROWN 6°\r\nRed brown beer with a smooth gentle aroma, a full flavour and a slightly roasted aftertaste."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,60,1
+bandana_brewery-mankato_gold,0,0,244367228928,"{""name"":""Mankato Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+free_state_brewing,0,0,244629241856,"{""name"":""Free State Brewing"",""city"":""Lawrence"",""state"":""Kansas"",""code"":""66044"",""country"":""United States"",""phone"":""1-785-843-4555"",""website"":""http://freestatebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""636 Massachusetts""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.9718,""lon"":-95.2357}}",1,53,1
+weyerbacher_brewing_company-prophecy,0,0,245747810306,"{""name"":""Prophecy"",""abv"":9.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Prophecy is our third ale to be aged in bourbon barrels. We've taken our Merry Monks' Ale and carefully aged it in bourbon barrels. The result is a fabulous unique ale, softened with hints of vanilla and oak, with an intriguing finish to it. Prophecy is a limited release so when it's here, be sure to grab a case or two to lay away before its gone. 9.3% ABV."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,29,1
+pleasanton_main_street_brewery-honey_wheat,0,0,245006204929,"{""name"":""Honey Wheat"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+gordon_biersch_brewing-bock,0,0,244633894913,"{""name"":""Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,63,1
+bube_s_brewery-bube_s_kiwi_strawberry_wheat,0,0,244487553025,"{""name"":""Bube's Kiwi-Strawberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The perfect thirst quenching summertime ale. The subtle flavor of kiwi and strawberry blend with traditional German wheat and hops. Great for a hot summer day."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,32,1
+brewery_belle_vue,0,0,244483883009,"{""name"":""Brewery Belle-Vue"",""city"":""Molenbeek"",""state"":""Brussel"",""code"":"""",""country"":""Belgium"",""phone"":""32-024-12-44-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Delaunoystraat 58/60""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.8527,""lon"":4.3311}}",1,24,1
+brasserie_clarysse,0,0,244366901250,"{""name"":""Brasserie Clarysse"",""city"":""Oudenaarde"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-055-31-17-21"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Krekelput 16-18""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8431,""lon"":3.6077}}",1,25,1
+prescott_brewing_company-manzanita_red,0,0,245006008321,"{""name"":""Manzanita Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,61,1
+traquair_house_brewery,0,0,245123186688,"{""name"":""Traquair House Brewery"",""city"":""Innerleithen"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01896)-830323"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Innerleithen EH44 6PW""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":55.619,""lon"":-3.0636}}",1,60,1
+barley_creek_brewing-antler_brown_ale,0,0,244367228929,"{""name"":""Antler Brown Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional American style brown ale has medium body with a sweet Carastan maltiness. A rich deep chocolate color, our Antler Brown Ale is mildly hopped with Mt. Hood hops. Check out the Antler tap handle... locally grown! This has been our most popular beer over the years... a very easy drinking brew."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+fuller_smith_turner_pbc-london_porter,0,0,244629241857,"{""name"":""London Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,53,1
+wychwood_brewery_company_ltd-duchy_originals_organic_english_ale,0,0,245747875840,"{""name"":""Duchy Originals Organic English Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,29,1
+pripps_ringnes_bryggerier-d_carnegie_and_company_porter,0,0,245006204930,"{""name"":""D. Carnegie and Company Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pripps_ringnes_bryggerier"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,62,1
+gordon_biersch_brewing-gordon_biersch_marzen,0,0,244633894914,"{""name"":""Gordon Biersch Marzen"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+capital_brewery-capital_wisconsin_amber,0,0,244487618560,"{""name"":""Capital Wisconsin Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+brooklyn_brewery-local_2,0,0,244483883010,"{""name"":""Local 2"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,24,1
+brasserie_d_achouffe-chouffe_bok,0,0,244366901251,"{""name"":""Chouffe-Bok"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_achouffe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-thomas_kemper_belgian_white,0,0,245006008322,"{""name"":""Thomas Kemper Belgian White"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+valley_brewing_company-hitman_gold,0,0,245123186689,"{""name"":""Hitman Gold"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Hitman Gold is an American Pale Ale. The flavor is smooth but aggressively hopped with Simcoe Hops. The beer is best described as a “mini-IPA”. The beer is inspired by the famous wrestler Bret The Hitman Hart, who also is the artist who designed and drew the logo."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,60,1
+bavaria,0,0,244367228930,"{""name"":""Bavaria"",""city"":""Barranquilla"",""state"":"""",""code"":"""",""country"":""Colombia"",""phone"":"""",""website"":""http://www.bavaria.com.co"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Fundada en abril de 1889 Cervecería Águila tiene una capacidad de producción de 3.234.000 hectolitros de cerveza al año, con los cuales atiende los departamentos del Sucre, Magdalena, Atlántico, Bolívar, Guajira, Cesar y la Isla de San Andrés. Produce y distribuye las marcas Águila, Club Colombia, Costeñita, además de cerveza en barril; Agua Brisa en diferentes presentaciones y Pony Malta. Esta planta tiene su origen en la Cervecería Barranquilla que empieza operaciones el 10 de abril de 1913 y años más tarde, en 1933, se une a la Cervecería Bolívar, convirtiéndose en la Cervecería Barranquilla y Bolívar S.A. El 3 de marzo de 1967 la compañía tomó el nombre de Cervecería Águila S.A. En diciembre de 2002 se fusionó con Bavaria S.A. convirtiéndose en una planta estratégica para el proceso de exportaciones de la compañía. Desde octubre de 2005, Bavaria es parte de SABMiller, segunda cervecera mundial en volumen, con operaciones en cuatro continentes y una producción que supera los 170 millones de hectolitros de cerveza anuales en más de 170 marcas."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":10.9639,""lon"":-74.7964}}",1,26,1
+glenwood_canyon_brewing_company,0,0,244629241858,"{""name"":""Glenwood Canyon Brewing Company"",""city"":""Glenwood Springs"",""state"":""Colorado"",""code"":""81601"",""country"":""United States"",""phone"":""1-970-945-1276"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""402 Seventh Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.5476,""lon"":-107.323}}",1,53,1
+yards_brewing-yards_philadelphia_pale_ale,0,0,245747875841,"{""name"":""Yards Philadelphia Pale Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Not to be boastful, but we honestly believe that all other ales pale in comparison to this one. Brewed with pilsner malt, Philadelphia Pale Ale is crisp and hoppy, bursting with citrus flavors and aromas.\r\n\r\nPhiladelphia Pale Ale was named one of the best Pale Ales in the country by the New York Times."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,29,1
+pyramid_alehouse_brewery_and_restaurant_seattle-krystal_weizen,0,0,245006204931,"{""name"":""Krystal Weizen"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+great_lakes_brewing-burning_river_pale_ale,0,0,244759068672,"{""name"":""Burning River Pale Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An assertively hopped American Pale Ale with citrusy and piney Cascade hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,63,1
+clipper_city_brewing_co-peg_leg_stout,0,0,244487618561,"{""name"":""Peg Leg Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A dry Imperial stout with rich black color and aromas of roasted coffee, molasses, dark chocolate, toffee and caramel. Rich, powerful, and lingering."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,32,1
+brouwerij_het_anker-gouden_carolus_tripel,0,0,244483948544,"{""name"":""Gouden Carolus Tripel"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_het_anker"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+brasserie_de_saint_sylvestre-gavroche_french_red_ale,0,0,244366966784,"{""name"":""Gavroche French Red Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_saint_sylvestre"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-weizenberry,0,0,245006008323,"{""name"":""Weizenberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,61,1
+valley_forge_brewing,0,0,245123186690,"{""name"":""Valley Forge Brewing"",""city"":""Wayne"",""state"":""Pennsylvania"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.0439,""lon"":-75.3881}}",1,60,1
+baxter_brewing,0,0,244367228931,"{""name"":""Baxter Brewing"",""city"":""Lewiston"",""state"":""ME"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Planned to begin brewing in fall 2010."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.1004,""lon"":-70.2148}}",1,26,1
+goose_island_beer_company_clybourn-smooth_oatmeal_stout,0,0,244629241859,"{""name"":""Smooth Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+aass_brewery,0,0,244367425536,"{""name"":""Aass Brewery"",""city"":""Drammen"",""state"":"""",""code"":"""",""country"":""Norway"",""phone"":""47-32-26-60-00"",""website"":""http://www.aass.no"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Aass Brewery was established in 1834 and is the oldest brewery in Norway today. It is located in the city of Drammen, approximately 25 miles south of our capital, Oslo. You will spot it at the banks of the Drammen River at the very same place as it has been since 1834. The annual production of beer is aprox. 10 mill liter (85 000 barrels), and together with the production of 18 mill liters of soft drinks and mineralwater it gives employment to approximately 150 people.  You may wonder how we got our name ? It was a young fellow with the name Poul Lauritz Aass that bought the brewery in 1860. Since then it has been in the same family, and is today run by the 4th generation of Aass. (By the way - A real Norwegian viking would pronounce it Ouse)  The brewery is proud of its history. To us the quality of what we produce has always been and always will be the main issue. In 1516, Duke Wilhelm of Bavaria established a law admitting only malted barley, hops yeast, and water as ingredients in the production of beer. The law is known as the purity law and Aass Brewery is still loyal to Duke Wilhelm of Bavaria. In Norway the brewery is known for outstanding quality and large number of different beer types."",""address"":[""Ole Steensgt. 10 Postboks 1530""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":59.7451,""lon"":10.2135}}",1,27,1
+rogue_ales-american_amber_ale,0,0,245006270464,"{""name"":""American Amber Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Tawny amber in color with a coffee aroma and tight head. A delicate roasted malt accent, generous use of hops and a smooth finish. American Amber, originally known as Ashland Amber (created at Rogues original brewpub in Ashland, Oregon which was destroyed by flooding several years ago), is created from Northwest Harrington and Klages, 95-115 and 135-165 Crystal Malts. Kent Golding and Cascade Hops. American Amber is available in a 22-ounce bottle, 12-ounce 6-pack (new for 2005), and on draft."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+greene_king-wexford_irish_cream_ale,0,0,244759134208,"{""name"":""Wexford Irish Cream Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greene_king"",""updated"":""2010-07-22 20:00:20"",""description"":""Based on a traditional Irish recipe from county Wexford that dates back to 1810, we use only the best ingredients to ensure that our Wexford Ale has a smooth mellow creaminess we believe you will enjoy."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,63,1
+clipper_city_brewing_co-winter_storm,0,0,244487618562,"{""name"":""Winter Storm"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our \""winter warmer\"" ale, brewed with copious helpings of English malts and US and English hops, a ruddy hued \""Imperial ESB\"" in style. Full malty flavors dancing with powerful hop aromas and a lingering, firm hop bitterness. Seasonally available from mid October to February.\r\n\r\nGold Medal, International Pale Ale Category- World Beer Cup"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,32,1
+brouwerij_huyghe-delirium_noel,0,0,244483948545,"{""name"":""Delirium Noël"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_huyghe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,24,1
+brasserie_du_bocq,0,0,244366966785,"{""name"":""Brasserie du Bocq"",""city"":""Purnode"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":""32-083-61-07-80"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue de la Brasserie 4""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.3114,""lon"":4.9435}}",1,25,1
+ramapo_valley_brewery,0,0,245006073856,"{""name"":""Ramapo Valley Brewery"",""city"":""Hillburn"",""state"":""New York"",""code"":""10931"",""country"":""United States"",""phone"":""1-845-369-7827"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""143 Highway 59 Building 6""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.1151,""lon"":-74.147}}",1,61,1
+voodoo_brewing_co_llc-gran_met,0,0,245752266752,"{""name"":""Gran Met"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Gran Met (Grand Master) is an Ale made from our Propriatery yeast from a small brewery in Belgium. We use Cane and Beet sugar, along with German Pilsner Malt to create the unique flavor of this age old style. We also use a unique fermentation process of slowly adding the sugars to the fermentation during fermentation. This allows the yeast to more slowly ferment the beer without overloading the yeast. This process allows for a more clean, tight flavor profile.10% alc by vol. \r\n\r\nBottle Conditioned and Refermented."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,60,1
+beach_brewing-red_rock,0,0,244367294464,"{""name"":""Red Rock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,26,1
+gottberg_brew_pub-pioneer_pale_ale_discontinued,0,0,244629307392,"{""name"":""Pioneer Pale Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+abita_brewing_company-strawberry_harvest_lager,0,0,244367425537,"{""name"":""Strawberry Harvest Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,27,1
+rogue_ales-morimoto_imperial_pilsner,0,0,245006270465,"{""name"":""Morimoto Imperial Pilsner"",""abv"":8.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Imperial Pilsner, part of the Morimoto Signature Series, was launched in September 2003. The beer was selected by internationally acclaimed Chef Masaharu Morimoto--a James Beard awarded chef and one of the stars of the Food Network series, Iron Chef. \r\n\r\nBrewed with four ingredients: 100% French Pilsner Malt, 100% Sterling Hops, Free Range Coastal Water and Czech Pilsner Yeast. Imperial Pilsner is golden in color with a dry hop floral aroma and intense hop bitterness supported by a big malty backbone. Available in a swing-top 750 mil ceramic bottle and 13.2 gallon sankey kegs.\r\nTo learn more about the Chef, visit Morimotos web page.""}",1,62,1
+grupo_modelo-corona_light,0,0,244759134209,"{""name"":""Corona Light"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grupo_modelo"",""updated"":""2010-12-20 16:15:31"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,63,1
+coniston_brewing-old_man_ale,0,0,244487684096,"{""name"":""Old Man Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coniston_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brouwerij_van_eecke-het_kapittel_abt,0,0,244484014080,"{""name"":""Het Kapittel Abt"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_eecke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+brauerei_und_altbierkche_pinkus_mller-organic_ur_pils,0,0,244484276224,"{""name"":""Organic Ur Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_und_altbierkche_pinkus_mller"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+red_kettle_brewing,0,0,245006073857,"{""name"":""Red Kettle Brewing"",""city"":""Encinitas"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.037,""lon"":-117.292}}",1,61,1
+warwick_valley_wine_co-doc_s_hard_apple_cider,0,0,245752332288,"{""name"":""Doc's Hard Apple Cider"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""warwick_valley_wine_co"",""updated"":""2010-12-20 16:23:00"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,60,1
+bison_brewing-organic_barley_wine_ale_2005,0,0,244367294465,"{""name"":""Organic Barley Wine Ale 2005"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+great_dane_pub_and_brewing_1-crop_circle_wheat,0,0,244755529728,"{""name"":""Crop Circle Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,53,1
+alaskan_brewing-alaskan_white_ale,0,0,244367491072,"{""name"":""Alaskan White Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Alaskan White Ale has a soft, slightly sweet base with the unique spice aroma of coriander and crisp, citrus finish of orange peel. A light and effervescent body combined with the smooth palate creates a complex and delicate beer that is deliciously refreshing in any season."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,27,1
+rogue_ales-old_crustacean_barleywine_2005,0,0,245006270466,"{""name"":""Old Crustacean Barleywine 2005"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+hanssens_artisanal-oudbeitje,0,0,244759199744,"{""name"":""Oudbeitje"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hanssens_artisanal"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,63,1
+cugino_brewing_company-beer,0,0,244487684097,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cugino_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+browar_okocim-okocim_porter,0,0,244484014081,"{""name"":""Okocim Porter"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_okocim"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+breckenridge_bbq_of_omaha-india_pale_ale,0,0,244484341760,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+rock_bottom_restaurant_brewery_milwaukee-pilsner,0,0,245006073858,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+wynkoop_brewing-railyard_ale,0,0,245752332289,"{""name"":""Railyard Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship brew is a smooth, amber beer that combines the malty goodness of an Octoberfest lager with the slight fruitiness of an ale. Hearty but refreshing."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,60,1
+bootleggers_steakhouse_and_brewery-bourbon_street_stout,0,0,244367294466,"{""name"":""Bourbon Street Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,26,1
+great_northern_tavern_and_brewery-empire_builder_stout,0,0,244755595264,"{""name"":""Empire Builder Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_northern_tavern_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+american_river_brewing-oatmeal_stout,0,0,244367556608,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""american_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,27,1
+rogue_ales-red_fox,0,0,245006336000,"{""name"":""Red Fox"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+harpoon_brewery_boston-harpoon_celtic_ale,0,0,244759199745,"{""name"":""Harpoon Celtic Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,63,1
+de_proef_brouwerij-andelot_cuvee_diabolique,0,0,244619739136,"{""name"":""Andelot Cuvee Diabolique"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+c_b_potts_of_cheyenne-big_horn_big_red_ale,0,0,244484079616,"{""name"":""Big Horn Big Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,24,1
+breckenridge_brewery-summer_bright_ale,0,0,244484407296,"{""name"":""Summer Bright Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+sam_choy_s_breakfast_lunch_crab_big_aloha_brewery-bumbucha_stout,0,0,245006073859,"{""name"":""Bumbucha Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sam_choy_s_breakfast_lunch_crab_big_aloha_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,61,1
+zea_rotisserie_and_brewery-abby_road_belgian_ale,0,0,245752332290,"{""name"":""Abby Road Belgian Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,60,1
+boulevard_brewing_company-boulevard_maibock,0,0,244367360000,"{""name"":""Boulevard Maibock"",""abv"":5.95,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""First introduced in 2008, Boulevard Maibock is a new, limited-release seasonal brew. A welcome sign of Spring, this beer is a traditional German lager, lighter in color than other bocks. Boulevard’s Maibock is a distinctive, refreshing take on this springtime classic."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,26,1
+great_waters_brewing_company-brown_trout_brown,0,0,244755595265,"{""name"":""Brown Trout Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,53,1
+andechser_klosterbrauerei-doppelbock_dunkel,0,0,244367556609,"{""name"":""Doppelbock Dunkel"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""andechser_klosterbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,27,1
+salt_lake_brewing_squatters-black_forest_schwarzbier,0,0,245006336001,"{""name"":""Black Forest Schwarzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""salt_lake_brewing_squatters"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,62,1
+hereford_hops_restaurant_and_brewpub_1-whitetail_ale,0,0,244759199746,"{""name"":""Whitetail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,63,1
+dick_s_brewing-silk_lady,0,0,244619804672,"{""name"":""Silk Lady"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+captain_lawrence_brewing_company-captain_s_reserve_imperial_ipa,0,0,244484079617,"{""name"":""Captain's Reserve Imperial IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is a salute to the ingenuity and creativity of the American craft brewers. A uniquely American style of beer, the Double or Imperial IPA, has become the calling card of many craft brewers who aren't afraid to push the limits of what hops can add to a beer. This beer is big and hoppy - not for the faint of heart! Be prepared to experience sensory overload as you savor this Imperial IPA."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,24,1
+brewery_ommegang-hennepin_farmhouse_ale,0,0,244484407297,"{""name"":""Hennepin Farmhouse Ale"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_ommegang"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+sarah_hughes_brewery,0,0,245006073860,"{""name"":""Sarah Hughes Brewery"",""city"":""Dudley"",""state"":""West Midlands"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dudley DY3 1JE""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.5435,""lon"":-2.1156}}",1,61,1
+brasserie_des_franches_montagnes,0,0,244367360001,"{""name"":""Brasserie des Franches-Montagnes"",""city"":""Saignelgier"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-32-951-26-26"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chemin des Buissons 8""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.2543,""lon"":7.0026}}",1,26,1
+green_flash_brewing-green_flash_imperial_india_pale_ale,0,0,244755660800,"{""name"":""Green Flash Imperial India Pale Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,53,1
+anheuser_busch-bud_extra,0,0,244367622144,"{""name"":""Bud Extra"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally known as \""B to the E\""""}",1,27,1
+schooner_s_grille_brewery,0,0,245006336002,"{""name"":""Schooner's Grille & Brewery"",""city"":""Antioch"",""state"":""California"",""code"":""94531"",""country"":""United States"",""phone"":""1-925-776-1800"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4250 Lone Tree Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.9669,""lon"":-121.783}}",1,62,1
+hoppin_frog_brewery-hoppin_to_heaven_ipa,0,0,244759265280,"{""name"":""Hoppin' To Heaven IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Raise your glass to the heavens in a toast to HOPS – the spice of beer! This classic American I.P.A. features the finest American hops to add a spicy, assertive, and citrusy character to its full-bodied, rich malt taste"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+double_mountain_brewery_taproom-double_mountain_altbier,0,0,244619804673,"{""name"":""Double Mountain Altbier"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""double_mountain_brewery_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":""This special German-style ale is still made faithfully in Dusseldorf, just down the road from Cologne. Our interpretation is light brown in color and cleanly malty, with a crisp hoppy bitterness in the finish. \r\nBrewed with organic Pilsner and Munich malt; Chocolate and wheat malt, and imported Spalt hops."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,32,1
+carolina_beer_company,0,0,244484079618,"{""name"":""Carolina Beer Company"",""city"":""Mooresville"",""state"":""North Carolina"",""code"":""28115"",""country"":""United States"",""phone"":""(704) 799-2337"",""website"":""http://www.carolinabeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""110 Barley Park Lane""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6231,""lon"":-80.8011}}",1,24,1
+bricktown_brewery-laughing_ass,0,0,244484407298,"{""name"":""Laughing Ass"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bricktown_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+sequoia_brewing_conoabt,0,0,245006139392,"{""name"":""Sequoia Brewing Conoabt"",""city"":""Fresno"",""state"":""California"",""code"":""93728"",""country"":""United States"",""phone"":""1-559-264-5521"",""website"":""http://www.sequoiabrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""777 East Olive Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.7582,""lon"":-119.802}}",1,61,1
+brasserie_dubuisson-scaldis_bush_amber_12,0,0,244367360002,"{""name"":""Scaldis / Bush Amber 12%"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dubuisson"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+hansa_bryggeri-premium,0,0,244755660801,"{""name"":""Premium"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hansa_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+appalachian_brewing_company-ipa_series_simcoe,0,0,244367622145,"{""name"":""IPA Series (Simcoe)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A series of single hop, small batch IPAs brewed in Camp Hill. These IPAs showcase the bitterness, flavor, and aroma of each particular hop variety."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,27,1
+shipyard_brewing_portland-export_ale,0,0,245006336003,"{""name"":""Export Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+hubcap_brewery_and_kitchen-rainbow_trout_stout,0,0,244759265281,"{""name"":""Rainbow Trout Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hubcap_brewery_and_kitchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+dragonmead_microbrewery-broken_paddle,0,0,244619870208,"{""name"":""Broken Paddle"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""If you like your beer on the bitter side then this one's for you. This American Style IPA uses Pale Ale, Munich, and Caramunich malt blest with Cascade, Chinook, Willamette and Centennial (dry hopped) hops to create a brew that is fit for the crazy American hop addicts."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,32,1
+chelsea_brewing_company-checker_cab_blonde_ale,0,0,244484145152,"{""name"":""Checker Cab Blonde Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chelsea_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+brouwerij_de_landtsheer-malheur_12,0,0,244484472832,"{""name"":""Malheur 12"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_landtsheer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+sly_fox_brewhouse_and_eatery_royersford-sly_fox_christmas_ale,0,0,245123252224,"{""name"":""Sly Fox Christmas Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""This malty, full-bodied red ale is made with traditional mulling spices: Ginger, Clove, All Spice, Cinnamon & Nutmeg. If this one doesn't get you into the Christmas spirit, you truly are a Scrooge."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,61,1
+brasserie_lefebvre-saison_1900,0,0,244484603904,"{""name"":""Saison 1900"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_lefebvre"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+highland_brewing_company-oatmeal_porter,0,0,244755726336,"{""name"":""Oatmeal Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A unique Highland creation, this robust beer is black in color, very malty with hints of chocolate-roasted flavor and a well balanced hop character.\r\n\r\nIBU: 32\r\nAlcohol content: 5.8% by volume\r\nHops: Chinook, Willamette and Cascade\r\n\r\nCalories per 12 oz. 191.16\r\nCarbs per 12 oz. 19.42"",""style"":""Porter"",""category"":""Irish Ale""}",1,53,1
+appalachian_brewing_company-volks_weizenbock,0,0,244367622146,"{""name"":""Volks Weizenbock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Volks Weizenbock combines the strong malty component of a bock bier with the tangy, spiciness of the Hefe Weizen.  This beer is brewed 1 1/2 times stronger than our Hefe Weizen and is aged commensurately longer for extra smoothness!  \r\nVolks Weizenbock is \""The Peoples Beer\""!"",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,27,1
+allagash_brewing-grand_cru,0,0,244364279808,"{""name"":""Grand Cru"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+sierra_nevada_brewing_co-harvest_ale_2007,0,0,245006336004,"{""name"":""Harvest Ale 2007"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,62,1
+indian_wells_brewing-desert_pale_ale,0,0,244759265282,"{""name"":""Desert Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""indian_wells_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,63,1
+empyrean_brewing_company-summer_common,0,0,244619870209,"{""name"":""Summer Common"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+clipper_city_brewing_co-hang_ten,0,0,244484145153,"{""name"":""Hang Ten"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Hang Ten is the Heavy Seas wheat beer you’ve been waiting for. A classic German-style weizen bock, slightly cloudy and bursting with flavor. Hang on and surf the Heavy Seas wave! Seasonally available in July while supplies last."",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,24,1
+california_cider_company-ace_fermented_honey_cider,0,0,244484472833,"{""name"":""Ace Fermented Honey Cider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""california_cider_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+south_australian_brewing,0,0,245123252225,"{""name"":""South Australian Brewing"",""city"":""Adelaide"",""state"":""South Australia"",""code"":"""",""country"":""Australia"",""phone"":""61-(09)-8354-8666"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""107 Port Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-34.9111,""lon"":138.575}}",1,61,1
+brasserie_mcauslan,0,0,244484669440,"{""name"":""Brasserie McAuslan"",""city"":""Montreal"",""state"":""Quebec"",""code"":""H4C 2G"",""country"":""Canada"",""phone"":""1-514-939-3060"",""website"":""http://www.mcauslan.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5080 Rue St-Ambroise""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.4682,""lon"":-73.5913}}",1,26,1
+hornsby_s_pubdrafts_ltd,0,0,244755726337,"{""name"":""Hornsby's Pubdrafts Ltd."",""city"":""Modesto"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""600 Yosemite Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.6345,""lon"":-120.982}}",1,53,1
+back_road_brewery-back_road_american_pale_ale,0,0,244367687680,"{""name"":""Back Road American Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""If you are looking for a straight shooting quaffable beer with plenty of hops, this is it.  Straw colored from plump North American 2-row malted barley and deliciously hopped with Cascades from the USA, any patriot can enjoy this beer.  Cascade hops have a pleasant taste and fresh smell best described as florally or mildly citrusy.  A nice balance is struck between the malt and hops.  So how about it Yank?  Put that capitalism to work and buy some today!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+appleton_brewing-adler_brau_bucky_brau_barleywine,0,0,244364345344,"{""name"":""Adler Bräu Bucky Brau Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+spoetzl_brewery-shiner_bock,0,0,245123645440,"{""name"":""Shiner Bock"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+jacob_leinenkugel_brewing_company-red_lager,0,0,244759330816,"{""name"":""Red Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+faultline_brewing_2-stout,0,0,244619870210,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+court_avenue_brewing-black_hawk_stout,0,0,244484145154,"{""name"":""Black Hawk Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,24,1
+captain_lawrence_brewing_company-nor_easter,0,0,244484472834,"{""name"":""Nor' Easter"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a truly unique brew, combining some unusual elements to create a powerful, yet flavorful brew. I brewed a similar beer to this one back in 1998, while I was home brewing out in California. Only this time around I decided to age it in bourbon barrels to add a new element to the already rich sensory profile. The combination of dark malt, elderberries and bourbon barrels makes for an interesting tasting experience. This is a sippin’ beer, so sit back by the fire and enjoy. 12% alcohol by volume."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,25,1
+southern_tier_brewing_co-iniquity_imperial_black_ale,0,0,245123317760,"{""name"":""Iniquity Imperial Black Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The hexagram talisman has been used around the world for centuries to invoke magic and good luck. The six–point star is also the customary symbol of the brewer, representing the essential aspects of purity: water, hops, grain, malt, yeast, and of course, the brewer. Wishes of good fortune often collaborate with the brewer’s creativity to yield dramatic results. We carefully chose the name for this Imperial India Black Ale, Iniquity – a word opposing goodness. Why? This beer is contrary to what one may expect from an IPA; this is an ale as black as night. It is the antithesis of Unearthly. Some may consider it an immoral act to blacken an ale. We suggest they don’t rely on conventional standards. Allow the darkness to consume you. Cheers!""}",1,61,1
+brasserie_pietra-ambree_chestnut_beer,0,0,244484669441,"{""name"":""Ambrée / Chestnut Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_pietra"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+joshua_huddy_s_brew_pub_and_grill-porter,0,0,244755726338,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joshua_huddy_s_brew_pub_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,53,1
+bamberger_mahr_s_bru-pilsner,0,0,244367687681,"{""name"":""Pilsner"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+barley_s_brewing_1-j_scott_francis_esb,0,0,244364410880,"{""name"":""J. Scott Francis ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_s_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+st_francis_abbey_brewery,0,0,245123710976,"{""name"":""St. Francis Abbey Brewery"",""city"":""Kilkenny"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":"""",""website"":""http://www.diageo.ie/Company/Brewing/KilKenny/CompanyBrewingKilkenny"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.6538,""lon"":-7.248}}",1,62,1
+jarre_creek_ranch_brewing,0,0,244759330817,"{""name"":""Jarre Creek Ranch Brewing"",""city"":""Castle Rock"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.3722,""lon"":-104.856}}",1,63,1
+fitzpatrick_s_brewing,0,0,244619935744,"{""name"":""Fitzpatrick's Brewing"",""city"":""Iowa City"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.6611,""lon"":-91.5302}}",1,32,1
+court_avenue_brewing-esb,0,0,244484210688,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+cat_s_paw_home_brew-monkeyboy_ale,0,0,244484472835,"{""name"":""MonkeyBoy Ale"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cat_s_paw_home_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Made for Wedding"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,25,1
+southern_tier_brewing_co-oak_aged_unearthly_imperial_pale_ale,0,0,245123317761,"{""name"":""Oak Aged Unearthly Imperial Pale Ale"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,61,1
+brauerei_aying_franz_inselkammer_kg-jahrhundert_bier,0,0,244484669442,"{""name"":""Jahrhundert-Bier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+jw_lees_and_co_brewers_ltd,0,0,244755726339,"{""name"":""JW Lees and Co (Brewers) Ltd."",""city"":""Manchester"",""state"":""Manchester"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0161)-6432487"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Middleton Junction""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.5412,""lon"":-2.1734}}",1,53,1
+barley_john_s_brewpub,0,0,244367687682,"{""name"":""Barley John's Brewpub"",""city"":""New Brighton"",""state"":""Minnesota"",""code"":""55112"",""country"":""United States"",""phone"":""1-651-636-4670"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""781 Old Highway 8 SW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.036,""lon"":-93.1984}}",1,27,1
+barrel_house_brewing_co-redlegg_ale,0,0,244364410881,"{""name"":""RedLegg Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barrel_house_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""In the old days, runners who made it to third base were rewarded with a mug of beer! This is the way the game was meant to be played; pitchers throwing side- armed and a half barrel on the field. Our Red Legg Ale is an American Amber Ale with a rich, malty flavor, slightly sweet on the finish. An All-Star in any line- up!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+staatliches_hofbrauhaus_in_munchen-hofbrau_oktoberfestbier,0,0,245123710977,"{""name"":""Hofbräu Oktoberfestbier"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""staatliches_hofbrauhaus_in_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":""Hofbräu brews a rich, full-bodied beer which goes down ideally with traditional Bavarian cuisine. With its deliciously bitter taste and alcoholic content of 6.3% volume, Hofbräu Oktoberfestbier is as special as the Beer Festival itself.\r\n\r\nType: Bottom-fermented, light festive beer"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,62,1
+jolly_pumpkin_artisan_ales-madrugada_obscura,0,0,244759330818,"{""name"":""Madrugada Obscura"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian inspired stout that is as dark as a moonless midnight, brimming of roasted malts and bitter hops. It will keep you good company in all places, be thay light or dark."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+fort_collins_brewery-the_kidd_lager,0,0,244619935745,"{""name"":""The Kidd Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fort_collins_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,32,1
+de_leyerth_brouwerijen-urthel_hibernius_quentum_ale,0,0,244616593408,"{""name"":""Urthel Hibernius Quentum Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+cedar_brewing-ribleymeister_light,0,0,244484538368,"{""name"":""Ribleymeister Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+st_austell_brewery,0,0,245123383296,"{""name"":""St. Austell Brewery"",""city"":""St. Austell"",""state"":""Cornwall"",""code"":""PL25 4BY"",""country"":""United Kingdom"",""phone"":""0845 2411122"",""website"":""http://www.staustellbrewery.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""63 Trevarthian Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.3416,""lon"":-4.7883}}",1,61,1
+brauerei_grieskirchen_ag-jorger_weisse_hell,0,0,244484669443,"{""name"":""Jörger Weiße Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_grieskirchen_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,26,1
+kaiserdom_privatbrauerei_bamberg-meranier_schwarzbier,0,0,244755791872,"{""name"":""Meranier Schwarzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kaiserdom_privatbrauerei_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,53,1
+baron_brewing_company-baron_helles_bock,0,0,244367687683,"{""name"":""Baron Helles Bock"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""baron_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Helles-Bock is similar to a traditional Maibock. Bocks are traditionally brewed in the winter / early spring months and are served during the spring / early summer months. The Helles Bock has a copper golden color with a brilliant white head. The body showcases a clean sweet maltiness that is offset by just enough hops to balance it. Very smooth and easy, drinkable yet deceptive at 6.4%.\r\n\r\nAll ingredients for the beer are imported from Germany. Brewed in accordance to the German Beer Purity Law (Reinheitsgebot) of 1516."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,27,1
+basil_t_s_brew_pub_and_italian_grill,0,0,244364410882,"{""name"":""Basil T's Brew Pub and Italian Grill"",""city"":""Toms River"",""state"":""New Jersey"",""code"":""8753"",""country"":""United States"",""phone"":""1-732-244-7566"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1171 Hooper Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.9767,""lon"":-74.1829}}",1,20,1
+stadsbrouwerij_de_hemel-nieuw_ligt_grand_cru_2006,0,0,245123710978,"{""name"":""Nieuw Ligt Grand Cru 2006"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stadsbrouwerij_de_hemel"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+jt_whitney_s_brewpub_and_eatery-badger_red_ale,0,0,244759396352,"{""name"":""Badger Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+glacier_brewhouse-black_rye_bock,0,0,244620001280,"{""name"":""Black Rye Bock"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glacier_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark lager combines the characteristics of three winter beer styles. All three of these styles traditionally come from the colder harsher areas of Europe. The styles are (1) Black Beer (aka schwartzbier) originating from the former East Germany); (2) Rye Beer which at one time was only made in hardier areas of Eastern and Baltic Europe; and (3) Bock Beer which is widely known as a higher alcohol lager of Northern Germany. Our Black Rye Bock has a distinctive bitter chocolate palate and black color reminiscent of a black beer. The spiciness from the rye malt shines through in the flavor. The high alcohol balanced with malty sweetness rounds out this cold season bock. Smooth drinking with a punch makes this lager a perfect quaffer for our Arctic winter. 6.2% alcohol by volume."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,32,1
+de_proef_brouwerij-flemish_primitive_wild_ale_pig_nun,0,0,244616658944,"{""name"":""Flemish Primitive Wild Ale (Pig Nun)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+central_city_brewing_company,0,0,244484538369,"{""name"":""Central City Brewing Company"",""city"":""Surrey"",""state"":""British Columbia"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":""http://www.centralcitybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""13450 - 102 Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.1873,""lon"":-122.85}}",1,25,1
+steamworks-sour_cherry_ale,0,0,245123383297,"{""name"":""Sour Cherry Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""An intriguing fruit beer brewed with fresh sour cherries.\r\n\r\nOur Sour Cherry Ale is inspired by the centuries old Belgian tradition of brewing beer with cherries. This high gravity brew undergoes a slow second fermentation with tons of fresh, whole Montmorency cherries from a local orchard in the Fraser Valley. The result is a most intriguing beer with an elegant cherry perfume, a tart, fruity flavour, and a subtle almondy finish."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,61,1
+brauhaus_johann_albrecht_dsseldorf,0,0,244484734976,"{""name"":""Brauhaus Johann Albrecht - Dsseldorf"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)211-/-570129"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Niederkasseler Strae 104""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.2404,""lon"":6.7516}}",1,26,1
+kessler_brewing-wild_west_beer,0,0,244755791873,"{""name"":""Wild West Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kessler_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+beach_chalet_brewery-essex_s_o_b,0,0,244367753216,"{""name"":""Essex S.O.B."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_chalet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+bell_s_brewery_inc-lager_beer,0,0,244364476416,"{""name"":""Lager Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""As refreshingly crisp as a morning swim in a Great Lake, this brew is crafted with Pils and Munich malts. The pronounced hop character of this golden lager sparks thoughts of sandy beaches and rocky islands."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+stone_brewing_co-levitation_ale,0,0,245123776512,"{""name"":""Levitation Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,62,1
+keihan_uji_kotsu-busby_stout,0,0,244759396353,"{""name"":""Busby Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keihan_uji_kotsu"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+golden_gate_park_brewery-four_sheets_cream_ale,0,0,244620001281,"{""name"":""Four Sheets Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_gate_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+dempsey_s_restaurant_brewery-spring_bock,0,0,244616658945,"{""name"":""Spring Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dempsey_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,24,1
+cigar_city_brewing-guava_grove_ale,0,0,244484538370,"{""name"":""Guava Grove Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Guava Grove is a Saison which is fermented with guava. The guava adds sweetness and acidity to the prodigious fruity esters imparted by the warm fermentation temperatures  of the Belgian yeast strain."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,25,1
+stone_brewing_co-4th_anniversary_ipa,0,0,245123383298,"{""name"":""4th Anniversary IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,61,1
+brewdog_ltd-77_lager,0,0,244484734977,"{""name"":""77 Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A Lager that actually tastes of something?\r\n\r\nYou have to be kidding, right?\r\n\r\n77 lager is made with 100% malt and whole leaf hops.\r\n\r\nIt contains no preservatives, additives, cheap substitutes or any other junk.\r\n\r\nMaybe we are crazy. So what?\r\n\r\nTaste 77 Lager and we are pretty sure you will agree that the fine line between genius and insanity has just become a little more blurred."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,26,1
+lakefront_brewery-beer_line_2000,0,0,244755791874,"{""name"":""Beer Line 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+belize_brewing,0,0,244367753217,"{""name"":""Belize Brewing"",""city"":""Belize City"",""state"":"""",""code"":"""",""country"":""Belize"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 1068""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":17.4977,""lon"":-88.1867}}",1,27,1
+bersaglier,0,0,244364476417,"{""name"":""Bersaglier"",""city"":""San Martin"",""state"":""Buenos Aires"",""code"":""1650"",""country"":""Argentina"",""phone"":""(54)-011-4713-6557"",""website"":""http://www.bersaglier.com.ar/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Calle 92 N� 101""]}",1,20,1
+stoudt_s_brewery-smooth_hoperator,0,0,245123776513,"{""name"":""Smooth Hoperator"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,62,1
+kleinbrouwerij_de_glazen_toren-canaster_winter_scotch,0,0,244759396354,"{""name"":""Canaster Winter Scotch"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kleinbrouwerij_de_glazen_toren"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+goose_island_beer_company_fulton_street-matilda,0,0,244620001282,"{""name"":""Matilda"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+dixon_s_downtown_grill-uncle_dunkel,0,0,244616724480,"{""name"":""Uncle Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixon_s_downtown_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+costal_extreme_brewing_company-newport_storm_hurricane_amber_ale,0,0,244484603904,"{""name"":""Newport Storm Hurricane Amber Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""costal_extreme_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The first offering from the Coastal Extreme Brewing Company blends some of the world's finest ingredients into a delightful beer. In producing our amber ale, we selected the highest quality European and American malts and hops. This ale has a malt character which is delicately balanced with its hop profile so that consumers of all levels enjoy drinking it. Hurricane Amber Ale is a full flavored beer which clearly has more taste than other domestic and imported light beers while at the same time does not overpower the drinker with heavy body or excessive bitterness. So find yourself a cold 'Hurricane' and ENJOY!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+stone_brewing_co-stone_pale_ale,0,0,245123448832,"{""name"":""Stone Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship ale, Stone Pale Ale is our Southern California interpretation of the classic British pale ale style. Deep amber in color, Stone Pale Ale is robust and full flavored. A delicate hop aroma is complemented by a rich maltiness. This is an ale for those who have learned to appreciate distinctive flavor. Stone Pale Ale is great by itself, or with food that requires a beer of character."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,61,1
+brouwerij_bosteels-deus_brut_des_flandres,0,0,244484734978,"{""name"":""Deus Brut des Flandres"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bosteels"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+liefmans_breweries,0,0,244755857408,"{""name"":""Liefmans Breweries"",""city"":""Dentergem"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-63-36-81"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wontergemstraat 42""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9649,""lon"":3.422}}",1,53,1
+bent_river_brewing-pale_ale,0,0,244367753218,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bent_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+big_time_brewing-prime_time_pale_ale,0,0,244364476418,"{""name"":""Prime Time Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+the_livery-the_livery_hefe_weizen,0,0,245123842048,"{""name"":""The Livery Hefe Weizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""A lightly hopped, refreshing, Bavarian style wheat ale that has hints of banana and clove in the finish. Available May until October."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,62,1
+left_hand_brewing_company,0,0,244759461888,"{""name"":""Left Hand Brewing Company"",""city"":""Longmont"",""state"":""Colorado"",""code"":""80501"",""country"":""United States"",""phone"":""1-303-772-0258"",""website"":""http://www.lefthandbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1265 Boston Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.1587,""lon"":-105.113}}",1,63,1
+gordon_biersch_brewing-dunkles,0,0,244620066816,"{""name"":""Dunkles"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+dreher_srgyrak_zrt-dreher_classic,0,0,244616724481,"{""name"":""Dreher Classic"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dreher_srgyrak_zrt"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,24,1
+dixon_s_downtown_grill-platte_valley_pale_ale,0,0,244616986624,"{""name"":""Platte Valley Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixon_s_downtown_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+stone_brewing_co-sublimely_self_righteous_ale,0,0,245123448833,"{""name"":""Sublimely Self-Righteous Ale"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Brace yourself, bereaved fans of Stone 11th Anniversary Ale, for your joyous new day has finally come! It’s like your first crush–you know, the one who broke your heart when she/he decided to go to the junior prom with what’s-their-name–has suddenly come back to you to go for a cruise down the main drag on Friday night. It’s like…it’s like finding that long lost gold watch, given to you by your father, who got it from his father, who got it from his father. It’s like when your best buddy in the world, Sam the family dog, finally sauntered up the front porch steps one sunny afternoon after having been on a six-week runaway. Yes, it’s just like that.\r\n\r\nAnd it’s like this: A brilliantly hopped double IPA–providing a wake up call of floral and citrus aromas–backed up by a deliciously smooth and dark roasted maltiness. You get the best of both worlds with this black double IPA.""}",1,61,1
+brouwerij_rodenbach-alexander,0,0,244484800512,"{""name"":""Alexander"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_rodenbach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+lion_brewery_ceylon_ltd-imperial_premium_malt_pilsner,0,0,244878409728,"{""name"":""Imperial Premium Malt Pilsner"",""abv"":8.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lion_brewery_ceylon_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Lion Imperial Lager, from Sri Lanka, is brewed using the finest natural ingredients - delivering a rich smooth taste and refreshment. Enjoy its bite.""}",1,53,1
+bierbrouwerij_bavaria-holland_beer,0,0,244367753219,"{""name"":""Holland Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_bavaria"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+birrificia_le_baladin-super,0,0,244364476419,"{""name"":""Super"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birrificia_le_baladin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+three_needs_brewery_and_taproom-peat_smoked_altbier,0,0,245123842049,"{""name"":""Peat Smoked Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_needs_brewery_and_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,62,1
+lwenbru_zrich-lowen_weisse,0,0,244882735104,"{""name"":""Löwen Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lwenbru_zrich"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,63,1
+granville_island_brewing-brockton_black_lager,0,0,244747010048,"{""name"":""Brockton Black Lager"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,32,1
+dux_de_lux,0,0,244616724482,"{""name"":""Dux de Lux"",""city"":""Queenstown"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""03 442 9688"",""website"":""http://www.thedux.co.nz/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""16 Church Street PO Box 684""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-45.0331,""lon"":168.661}}",1,24,1
+dragonmead_microbrewery-dubbel_dragon,0,0,244617052160,"{""name"":""Dubbel Dragon"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This Dubbel style Belgian beer is created in the great Belgian tradition. Pale Malt, Caramel and Special B Malts impart a unique sweetness to this beer. The traditional Belgian yeast fully ferments the Belgian Candi Sugar to give a satisfying taste that is twice what a Belgian pale delivers."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,25,1
+taiwan_tobacco_and_wine_monopoly_board,0,0,245123514368,"{""name"":""Taiwan Tobacco and Wine Monopoly Board"",""city"":""Taipei"",""state"":"""",""code"":"""",""country"":""Taiwan, Province of China"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Taipei""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":25.026,""lon"":121.472}}",1,61,1
+brown_street_brewery-aussie_lager,0,0,244484800513,"{""name"":""Aussie Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+lost_coast_brewery-dunkel_hefeweizen,0,0,244878475264,"{""name"":""Dunkel Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+big_horn_brewing_the_ram_2-schaumbergfest,0,0,244367753220,"{""name"":""Schaumbergfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_horn_brewing_the_ram_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,27,1
+black_creek_historic_brewery,0,0,244364541952,"{""name"":""Black Creek Historic Brewery"",""city"":""Toronto"",""state"":""Ontario"",""code"":""M3J 2P3"",""country"":""Canada"",""phone"":""416 736-1733"",""website"":""http://www.blackcreekbrewery.ca/"",""type"":""brewery"",""updated"":""2011-06-08 07:07:47"",""description"":""Black Creek Historic Brewery recreates the techniques, tools and recipes used by brewers in 1860s Ontario. Our Brewmasters do everything by hand on a small scale. It's a great place to learn about beer because, unlike a modern commercial brewery, you can see every step in the process for yourself. And, no one else has a Brewmaster ready to welcome visitors in period costume.\n\nIn the 1860s there were 155 registered breweries in Ontario, and countless smaller operations. Black Creek Historic Brewery is the first in this province to replicate the brewing processes of that era, when there was no electricity or refrigeration, no stainless steel tanks or bottling plants.\n\nThe equipment at Black Creek Historic Brewery is made mainly of wood and copper, and the beer ferments the way it was done in the old days, with wooden barrels to age the beer. Malted barley is shoveled by hand into the wort tun where it is boiled into a mash. After filtering the solids through a linen cloth, the sugary liquid is boiled and hops are added, both for flavouring and as a natural preservative. Once the boiling is complete, the beer is put in barrels where the yeast is added. A short time later, the beer is ready!\n\nVisitors can sample the beer at cellar temperature, the way it was enjoyed in the past, or drink a chilled pint in the pub, the way many people prefer it today. Either way, you"",""address"":[""Black Creek Pioneer Village"",""1000 Murray Ross Parkway""]}",1,20,1
+troegs_brewing-oatmeal_stout,0,0,245123842050,"{""name"":""Oatmeal Stout"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Tröegs Oatmeal Stout is our interpretation of the classic dry stout style. Dark and creamy with hints of chocolate and black currants, our Oatmeal Stout includes a healthy dose of Centennial and Chinook hops creating a unique stout perfect for the late Fall and Winter."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,62,1
+marzoni_s_brick_oven_brewing_co-stone_mason_stout,0,0,244882800640,"{""name"":""Stone Mason Stout"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Creamy and Dark with a Dry Roasted Finish"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+great_dane_pub_and_brewing_2-black_earth_porter,0,0,244747075584,"{""name"":""Black Earth Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,32,1
+finnegans-irish_amber,0,0,244616790016,"{""name"":""Irish Amber"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":2147483647,""type"":""beer"",""brewery_id"":""finnegans"",""updated"":""2010-12-03 17:58:29"",""description"":""Finnegans Irish Amber is brewed with potatoes and three varieties of imported two-row malts. The beer is pale amber in color but light in body. A gentle hop bitterness compliments its complex malt character. \n\nFinnegans is currently available on tap and in liquor stores throughout the state of Minnesota. Finnegans is unique in that 100% of the profits are donated to The Finnegans Community Fund which disburses grants to help the working poor and at-risk youth throughout Minnesota. "",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,24,1
+dragonmead_microbrewery-excalibur_barleywine,0,0,244617052161,"{""name"":""Excalibur Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+the_bruery-black_orchard,0,0,245123514369,"{""name"":""Black Orchard"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Black Orchard is an unfiltered, bottle conditioned Belgian-style black wheat beer, or “black wit”, if you will. This dark but surprisingly light bodied beer is very drinkable while still having character and complexity. Chamomile is added for its floral aroma, while the coriander and citrus peel give the characteristics of a traditional witbier.""}",1,61,1
+21st_amendment_brewery_cafe-general_pippo_s_porter,0,0,244364607488,"{""name"":""General Pippo's Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep toffee color with rich roasty and subtle hop aroma. Chocolate flavors dominate the palate and interact with back-end sweetness."",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+bull_bush_pub_brewery-portsmouth_pale,0,0,244484866048,"{""name"":""Portsmouth Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+main_street_station_casino_brewery_and_hotel-hibernator_doppelbock,0,0,244878540800,"{""name"":""Hibernator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_station_casino_brewery_and_hotel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,53,1
+big_river_brewing-vienna_lager,0,0,244367753221,"{""name"":""Vienna Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+blue_point_brewing-sour_cherry_imperial_stout,0,0,244364541953,"{""name"":""Sour Cherry Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-12-20 15:37:54"",""description"":""An extremely complex version of the classic Russian beer style. Roasted, black, and chocolate malts deliver multi-layered coffee and sherry notes in a surprisingly smooth package. The beer is then matured with just a kiss of real sour red cherries."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,20,1
+tyranena_brewing-bitter_woman_ipa,0,0,245123907584,"{""name"":""Bitter Woman IPA"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Lest we forget Aunt Cal, an early resident of Lake Mills.  Local history remembers her for blindly running into a hitching post and saying, \""Excuse me, Dr. Dodge!\""  It was said that she was an old sweetheart of the famous American poet, Henry Wadsworth Longfellow.  And she still had the love letters to prove it!  Sadly, Aunt Cal never wed.  We brewed our Bitter Woman IPA the way we imagine Aunt Cal may have been, very fruity and intensely bitter.  So lift up a pint of Bitter Woman IPA and toast Aunt Cal and the bitter woman you know.  Cheers!\r\n\r\nBitter Woman IPA is our Wisconsin variation of an India Pale Ale.  This beer is intensely bitter with a mighty hop flavor and aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,62,1
+metropolitan_brewing-dynamo_copper_lager,0,0,244882800641,"{""name"":""Dynamo Copper Lager"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""metropolitan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""If malt and hops are the two poles of brewing, this beer is the gently spinning sweet spot between them. First, you’ll notice the spicy aromas of Perle and Hallertau hops. Then - wipe the foam off the tip of your nose - dive into the toasty flavors of Vienna and Munich malts. Dynamo starts strong and finishes crisp and smooth. The balanced flavors, aromas, and even the coppery-red tones of this beer go great with everything. Fear no pairing. The best time to enjoy Dynamo is when you’re thirsty.\r\n\r\nDynamo Copper Lager goes great with pizza, neighborhood block parties, spring rolls, first dates, football games, whiskey, tapas, the Sunday newspaper, late-night burritos, veggie omelets, business lunches, grilled mushrooms, pretzels, political debate, corn-on-the-cob, classic sci-fi flicks, mixed greens, campfires, salmon, billiards, cherry pie, rock shows, pumpernickel, salsa, grand openings, peanuts, sewing bees, extra sharp cheddar cheese, and holidays.""}",1,63,1
+great_dane_pub_and_brewing_2,0,0,244747141120,"{""name"":""Great Dane Pub and Brewing #2"",""city"":""Fitchburg"",""state"":""Wisconsin"",""code"":""53711"",""country"":""United States"",""phone"":""1-608-442-9000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2980 Cahill Main""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0177,""lon"":-89.4232}}",1,32,1
+fox_river_brewing_1-golden_ale,0,0,244616790017,"{""name"":""Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,24,1
+duclaw-snake_oil,0,0,244617052162,"{""name"":""Snake Oil"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""Just like the miracle cure-alls of old, Professor Wagner’s Imperial Pilsner possesses no verifiable medicinal qualities whatsoever. And yet, taken internally, this golden elixir is guaranteed to cure what ails you. Snake Oil is a crisp, Medium-bodied lager with a complex maltiness and heavy hop presence – well-rounded and refreshing.""}",1,25,1
+the_church_brew_works-church_brew_oktoberfest,0,0,245123514370,"{""name"":""Church Brew Oktoberfest"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Oktoberfest is a light amber colored beer.  It is malty in both flavor and aroma making it a delicate beer which is very drinkable. The hop bitterness is kept low to accentuate the maltiness.  Notice the crisp clean character and enjoy.  We brewed three batches of this beer so that we can bottle some of it in order to enhance our bottle beer selection."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,61,1
+aberdeen_brewing,0,0,244364673024,"{""name"":""Aberdeen Brewing"",""city"":""Valparaiso"",""state"":""Indiana"",""code"":"""",""country"":""United States"",""phone"":""(219) 548-3300"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""210 Aberdeen Dr.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.4392,""lon"":-87.1078}}",1,21,1
+caldera_brewing-pilot_rock_porter,0,0,244484866049,"{""name"":""Pilot Rock Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth, creamy, chocolate laden porter."",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+martini_brauerei-kasseler_premium_pils,0,0,244878540801,"{""name"":""Kasseler Premium Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""martini_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+big_rock_brewery-buzzard_breath_discontinued,0,0,244367818752,"{""name"":""Buzzard Breath (discontinued)"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+boston_beer_company-samuel_adams_summer_ale,0,0,244364541954,"{""name"":""Samuel Adams Summer Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""right and citrusy, brewed with mysterious grains of paradise.\r\nSamuel Adams® Summer Ale is an American wheat ale. This summer seasonal uses malted wheat as well as lemon zest and grains of paradise, a rare pepper from Africa first used as a brewing spice in the 13th Century to create a crisp and spicy flavor and body. The ale fermentation imparts a background tropical fruit note reminiscent of mangos and peaches. All of these come together to create a quenching, clean finishing beer perfect for those warm Summer days"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,20,1
+uehara_shuzou_co_ltd_echigo_beer_pub,0,0,245123907585,"{""name"":""Uehara Shuzou Co. Ltd. / Echigo Beer Pub"",""city"":"""",""state"":"""",""code"":"" 953-0076"",""country"":""Japan"",""phone"":""+81 0256-72-0640"",""website"":""http://www.echigo-beer.jp/"",""type"":""brewery"",""updated"":""2011-07-23 20:36:03"",""description"":"""",""address"":[""Niigata-ken Nishikanbara-gun""]}",1,62,1
+michigan_brewing-sunset_amber_lager,0,0,244882866176,"{""name"":""Sunset Amber Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing, crisp and clean amber colored lager. Made in a Vienna-style with distinct caramel malt flavor and aroma."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+greenshields_brewery_and_pub,0,0,244747141121,"{""name"":""Greenshields Brewery and Pub"",""city"":""Raleigh"",""state"":""North Carolina"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.7721,""lon"":-78.6386}}",1,32,1
+full_sail_brewing_1-old_boardhead_2006,0,0,244616790018,"{""name"":""Old Boardhead 2006"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+fifty_fifty_brewing_co-donner_party_porter,0,0,244617117696,"{""name"":""Donner Party Porter"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Sustenance to get you through those long, cold winters, the Donner Party Porter is another of FiftyFifty's flagship beers. Reminiscent of dark chocolate, espresso, and dark dried fruits with a long complex finish, this beer is good for one of those nights where you've dug yourself into a snow bank because the ski trip didn't go quite as planned. Deep brown with mahogany highlights, the hops and malt are very well balanced leaving one to contemplate the myriad of flavors as the beer warms. Moderate to slightly heavy, this beer is heaven in a glass."",""style"":""Porter"",""category"":""Irish Ale""}",1,25,1
+thirsty_dog_brewing-12_dogs_christmas_ale,0,0,245123579904,"{""name"":""12 Dogs Christmas Ale"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Spiced for the holidays with honey, cinnamon, ginger, nutmeg and Santa's secret recipe.""}",1,61,1
+abita_brewing_company,0,0,244364738560,"{""name"":""Abita Brewing Company"",""city"":""Abita Springs"",""state"":""Louisiana"",""code"":""70420"",""country"":""United States"",""phone"":""800-737-2311"",""website"":""http://www.abita.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Founded in 1986, the Abita Brewing Company is nestled in the piney woods 30 miles north of New Orleans. In its first year, the brewery produced 1,500 barrels of beer. We had no idea what we started. Customers loved our beer! By 1994, we outgrew the original site (now our 100 seat brew pub) and were forced to move up the road to a larger facility to keep up with demand. Today, we brew over 62,000 barrels of beer and 3,000 barrels of root beer, and we're still growing! But don't let our growth fool you. Our lagers and ales are still brewed in small batches, hand-crafted by a team of dedicated workers with only the highest ideals of quality. This pride, along with our brewing process, is what creates our great brews. Abita uses only the finest ingredients  British and American barley, German yeast, European and Washington State hops and the pure artesian water of Abita Springs. In Abita, we are blessed with the purest of water. Drawn from our deep wells, our pristine water is not altered in any way. Abita Beer has no preservatives, additives or stabilizers and is cold filtered. The result is beer that is the finest and freshest tasting as proven by our loyal customers and great chefs of the south who use Abita Beer in their recipes. We're proud of our brewery and the beers we make. Try Abita Beer today and taste a bit of the South!"",""address"":[""PO Box 1510""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":30.5049,""lon"":-89.944}}",1,21,1
+cambridge_brewing-tall_tale_pale_ale,0,0,244484931584,"{""name"":""Tall Tale Pale Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cambridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Big and bold, our Pale Ale distinguishes itself by its huge, fresh hop aroma and flavor. A combination of Cascade and Centennial hops, both in the kettle and during an extensive dry-hopped conditioning time, gives this beer its nectarious flavor."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+michigan_brewing-sebewaing_beer,0,0,244878540802,"{""name"":""Sebewaing Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A commemorative brew styled after the Sebewaing Brewing Company's signature beer. The Sebewaing Brewing Company brewed from 1880 until 1965. This brew was commissioned for the town of Sebewaing's 150th anniversary celebration."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+brasserie_la_binchoise-reserve_speciale_speciale_noel,0,0,244485128192,"{""name"":""Reserve Speciale / Spéciale Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_binchoise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+boulder_beer_company-hazed_infused_dry_hopped_ale,0,0,244364607488,"{""name"":""Hazed & Infused Dry-Hopped Ale"",""abv"":4.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+upstream_brewing_company_at_legacy-espresso_stout,0,0,245123907586,"{""name"":""Espresso Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,62,1
+mickey_finn_s_brewery,0,0,244882866177,"{""name"":""Mickey Finn's Brewery"",""city"":""Libertyville"",""state"":""Illinois"",""code"":""60048"",""country"":""United States"",""phone"":""1-847-362-6688"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""412 North Milwaukee Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.2872,""lon"":-87.9538}}",1,63,1
+hair_of_the_dog_brewing-adam,0,0,244747206656,"{""name"":""Adam"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,32,1
+gatz_brauhaus,0,0,244616855552,"{""name"":""Gatz Brauhaus"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.2249,""lon"":6.7757}}",1,24,1
+fitger_s_brewhouse_brewery_and_grill-xxx_english_ale,0,0,244617117697,"{""name"":""XXX English Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+thunderhead_brewery,0,0,245123579905,"{""name"":""Thunderhead Brewery"",""city"":""Kearney"",""state"":""Nebraska"",""code"":""68847"",""country"":""United States"",""phone"":""1-308-237-1558"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""18 East 21st Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.6966,""lon"":-99.0815}}",1,61,1
+appalachian_brewing_company-rauchbock,0,0,244364738561,"{""name"":""Rauchbock"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This smoked bock is made with the finest smoked malt from Bamberg, Germany. The malts are kilned over aged beechwood chips which gives this deep copper ale a mellow smoky flavor.""}",1,21,1
+chimay_abbaye_notre_dame_de_scourmont-chimay_triple_chimay_white,0,0,244484931585,"{""name"":""Chimay Triple (Chimay White)"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chimay_abbaye_notre_dame_de_scourmont"",""updated"":""2010-07-22 20:00:20"",""description"":""Named Cinq Cents in 75 cl (25.4 fl.oz.) bottles, this beer with its typical golden colour, its slightly hazy appearance and its fine head is especially characterised by its aroma which results from an agreeable combination of fresh hops and yeast. \r\n\r\nThe beer's flavour, as sensed in the mouth, comes from the smell of hops: above all it is the fruity notes of muscat and raisins that give this beer a particularly attractive aroma. \r\n\r\nThe aroma complements the touch of bitterness. There is no acidity, but an after-bitterness which melts in the mouth.\r\n\r\nThis top fermented Trappist beer, refermented in the bottle, is not pasteurised."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,26,1
+microbrouwerij_achilles,0,0,244878606336,"{""name"":""Microbrouwerij Achilles"",""city"":""Itegem"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dulft 9A""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1028,""lon"":4.7269}}",1,53,1
+brauhaus_sternen,0,0,244485193728,"{""name"":""Brauhaus Sternen"",""city"":""Frauenfeld"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-052-728-99-09"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hohenzornstrasse 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5585,""lon"":8.9006}}",1,27,1
+brasserie_du_bocq-blanche_de_namur,0,0,244364607489,"{""name"":""Blanche de Namur"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_du_bocq"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+upstream_brewing_old_market-india_pale_ale,0,0,245123973120,"{""name"":""India Pale Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Our India Pale Ale is a full-bodied, golden-colored ale that is exceptionally refreshing. The “Double” refers to the beer’s huge hop character and malt base that give this beer its great complexity."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,62,1
+middle_ages_brewing-tenth_anniversery_ale,0,0,244882866178,"{""name"":""Tenth Anniversery Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the style of an American Double IPA in celebration of our 10th anniversary. This beer is golden in color, has medium to full body, intense hop bitterness, flavor and aroma. Ten additions of American hops are made throughout the brewing process."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,63,1
+hair_of_the_dog_brewing-blue_dot_double_india_pale_ale,0,0,244747206657,"{""name"":""Blue Dot Double India Pale Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,32,1
+goose_island_beer_company_clybourn-christmas_ale,0,0,244616921088,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+flyers_restraunt_and_brewery-first_flight_amber_ale,0,0,244617183232,"{""name"":""First Flight Amber Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our first beer brewed right here at Flyers.  This ale has brownish red hues with a mild maltiness balanced by an herbal hop character without being bitter."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+timmermans-timmermans_lambicus_blanche,0,0,245123579906,"{""name"":""Timmermans lambicus Blanche"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+appleton_brewing-adler_brau_holiday_ale,0,0,244364738562,"{""name"":""Adler Bräu Holiday Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,21,1
+cigar_city_brewing-maduro_oatmeal_brown_ale,0,0,244484997120,"{""name"":""Maduro Oatmeal Brown Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Maduro is a Northern English-style brown ale with some American affectations. It is unlike the typical American Brown Ale, as it doesn’t have the big hop character common in American-brewed Brown Ales. And Maduro is higher in alcohol than the common English brown ale. Maduro also has oats, in the malt bill which imparts a silky body and aids in making the roasted, toasted and chocolate components mesh together in Maduro's complex malt profile. The end result is a remarkably full flavored yet approachable and sessionable brown ale that pairs well with cigars."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+milwaukee_ale_house-downtown_lites_honey_ale,0,0,244878606337,"{""name"":""Downtown Lites Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,53,1
+brick_brewing-waterloo_dark,0,0,244485259264,"{""name"":""Waterloo Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brick_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+brasserie_fantme-speciale_noel,0,0,244482048000,"{""name"":""Speciale Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_fantme"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+van_honsebrouch,0,0,245123973121,"{""name"":""Van Honsebrouch"",""city"":""Ingelmunster"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.9205,""lon"":3.2541}}",1,62,1
+midnight_sun_brewing_co-pluto_belgian_style_golden_strong_ale,0,0,244882931712,"{""name"":""Pluto - Belgian-style Golden Strong Ale"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""P9 = 9th [non-] planet from The [Midnight] Sun\r\n\r\nNamed after the ruler of the underworld, PLUTO was re-classified as a non-planet in AUG 2006. Here we celebrate our “Fallen Planet” by creating a Belgian-style Golden Strong Ale, aged in French oak Chardonnay barrels with Brettanomyces. Appropriately, the devil’s in the details. \r\n\r\nLOGISTICS LOG: \r\ndesigned to represent the \""Fallen Planet\"" with a Belgian beer style that includes beers traditionally named after the devil. primary fermentation and aging in stainless steel. phenomenal funk flavors realized with aging in oak barrels affected with Brettanomyces. bottle-conditioning achieved with secondary fermentation. devil-may-care data continues to develop.\r\n\r\nAvailability:\r\nAK - draft and 22-oz bottles (limited release begins 08/29/2008)"",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,63,1
+harvey_son_lewes-christmas_ale,0,0,244747272192,"{""name"":""Christmas Ale"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvey_son_lewes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+gordon_biersch_brewing-czech_lager,0,0,244616921089,"{""name"":""Czech Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+flying_dog_brewery-classic_pale_ale,0,0,244617248768,"{""name"":""Classic Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Doggie Style Pale Ale \r\nMeet the Alpha of the pack ... Flying Dog Classic Pale Ale is brilliant amber in color and dry hopped with buckets full of Cascades for an unrivaled hop flavor and aroma. This is a true representation of an American-style pale ale, using the finest ingredients. Flying Dog Classic Pale Ale is a multi-award winning product and is consistently ranked as one of the best pale ales in the U.S. This is what craft beer is all about."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+tooth_s,0,0,245123645440,"{""name"":""Tooth's"",""city"":""Sydney"",""state"":""New South Wales"",""code"":"""",""country"":""Australia"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-33.8671,""lon"":151.207}}",1,61,1
+ballast_point_brewing-dorado_double_ipa,0,0,244364804096,"{""name"":""Dorado Double IPA"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,21,1
+cooperstown_brewing_company-pride_of_milford_special_ale,0,0,244484997121,"{""name"":""Pride of Milford Special Ale"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Pride of Milford\"" is a very special ale with a tapestry of complex flavors and aromas. It is brewed with five malts and fermented with the Ringwood yeast at a higher temperature which gives this beer a uniqueness all its own. \""Pride\"" has a distinctive reddish copper color. It is strong and rich beer. When \""Pride\"" was first brewed in December 1999, many thought the flavor and aromas of this beer had fruit overtones. No fruit or adjunct flavoring is added to this beer. The unique flavor comes from our special brewing process.""}",1,26,1
+monte_carlo_casino_and_brewpub-jackpot_pale,0,0,244878606338,"{""name"":""Jackpot Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""monte_carlo_casino_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+broughton_ales,0,0,244485259265,"{""name"":""Broughton Ales"",""city"":""The Borders"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01899)-830345"",""website"":""http://www.broughtonales.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Broughton""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":55.6145,""lon"":-3.4107}}",1,27,1
+brasserie_la_choulette,0,0,244482113536,"{""name"":""Brasserie La Choulette"",""city"":""Hordain"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.27.35.72.44"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""16 rue des Ecoles""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.2601,""lon"":3.3125}}",1,20,1
+walldorff_brew_pub-state_street_oatmeal_stout,0,0,245752397824,"{""name"":""State Street Oatmeal Stout"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark rich full-bodied stout with a dense creamy head.  Full of character and very satisfying."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,62,1
+mikkeller-simcoe_single_hop_ipa,0,0,244882931713,"{""name"":""Simcoe Single Hop IPA"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mikkeller"",""updated"":""2010-07-22 20:00:20"",""description"":""The first in a new series of single hop IPA's from Mikkeller. Brewed with Simcoe, known for many great US micro-brews. An extremely fresh-hopped IPA."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+hoffbrau_steaks_brewery_2-red_lager,0,0,244747272193,"{""name"":""Red Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+great_dane_pub_and_brewing_1-old_scratch_barleywine_1996,0,0,244743602176,"{""name"":""Old Scratch Barleywine 1996"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+founders_brewing-founders_pale_ale,0,0,244617248769,"{""name"":""Founders Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A testament to Cascade hops in a bottle. Our medium-bodied, Pale Ale has a distinctive floral hop aroma and refreshing citrus flavor. Founders Pale Ale has a slight malty sweetness with a balanced hop finish. A perfect beer to enjoy while mowing the lawn, boating, grilling with friends or just taking it easy."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+umpqua_brewing-summer_wheat,0,0,245123645441,"{""name"":""Summer Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""umpqua_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,61,1
+beck_s-beck_s,0,0,244364804097,"{""name"":""Beck´s"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beck_s"",""updated"":""2010-07-22 20:00:20"",""description"":""German Pilsner beer, with quite a bit of hops taste."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,21,1
+corner_pub-porter,0,0,244484997122,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""corner_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+moosejaw_pizza_dells_brewing_company-blonde_bock,0,0,244878671872,"{""name"":""Blonde Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,53,1
+cameron_s_brewing,0,0,244485259266,"{""name"":""Cameron's Brewing"",""city"":""Oakville"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-905-849-8282"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1165 Invicta Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.4745,""lon"":-79.6775}}",1,27,1
+brauerei_gasthof_zur_krone-kronenbier,0,0,244482179072,"{""name"":""Kronenbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gasthof_zur_krone"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+weyerbacher_brewing_company-unfiltered_double_simcoe_ipa,0,0,245752397825,"{""name"":""Unfiltered Double Simcoe IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""In 750ml corked ’n’ caged bottles this will be and unfiltered, fully bottle conditioned version of the super popular Double Simcoe. Expect Cask taste in a bottle, with more pronounced hoppy flavor and aroma due to being unfiltered. Also, carbonation will be a bit higher as is usual in our cork n cage series in keeping with tradition. It all comes together to form a uniquely great experience for hopheads."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,62,1
+milagro_brewery_and_grill-silver,0,0,244882997248,"{""name"":""Silver"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milagro_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+512_brewing_company-512_bruin,0,0,244365131776,"{""name"":""(512) Bruin"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""At once cuddly and ferocious, (512) BRUIN combines a smooth, rich maltiness and mahogany color with a solid hop backbone and stealthy 7.6% alcohol. Made with Organic 2 Row and Munich malts, plus Chocolate and Crystal malts, domestic hops, and a touch of molasses, this brew has notes of raisins, dark sugars, and cocoa, and pairs perfectly with food and the crisp fall air."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,22,1
+hopworks_urban_brewery-survival_stout,0,0,244747272194,"{""name"":""Survival Stout"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Beer of the Ancients! Barley (Egyptian), Wheat (Mesopotamian), Oats (Egyptian), Amaranth (Aztec), Quinoa (Incan), Spelt (Mesopotamian), and Kamut (Egyptian) sustain the soul with a nutrients cultivated through the millennia. Finished with 15 pounds of cold-pressed Stumptown Hairbender espresso. Unlock the mystery entombed in darkness."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,32,1
+great_lakes_brewing-ohio_city_oatmeal_stout,0,0,244743667712,"{""name"":""Ohio City Oatmeal Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth and creamy medium-bodied stout with soft malty notes and dry finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,24,1
+four_peaks_brewing-hefeweizen,0,0,244617248770,"{""name"":""Hefeweizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a Bavarian ale which uses 51% wheat malt in the recipe. Very low bitterness. It is unfiltered so the characteristic cloudiness is achieved. The haze comes from suspended yeast. Hefe-Weizen literally means \""yeast-wheat.\"" The aroma is reminiscent of cloves and banana and is put out by the yeast. While some of this aroma carries over to the flavor, the dominant flavor is the malty wheat. \r\n\r\nAlcohol content approximately 5.0% by volume (ALWAYS ON TAP!!)"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,25,1
+victory_brewing-hard_times_lager,0,0,245123645442,"{""name"":""Hard Times Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+bell_s_brewery_inc-hell_hath_no_fury_ale,0,0,244364804098,"{""name"":""Hell Hath No Fury Ale"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A brew that gives you either sympathy for the devil or the courage to face him. Goes especially well with your favorite lost my girl/truck/dog/trailer song."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,21,1
+court_avenue_brewing-pointer_brown_ale,0,0,244484997123,"{""name"":""Pointer Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+ninkasi_brewing,0,0,244878671873,"{""name"":""Ninkasi Brewing"",""city"":""Eugene"",""state"":""Oregon"",""code"":""97402"",""country"":""United States"",""phone"":""877-7-NINKASI"",""website"":""http://www.ninkasibrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""272 Van Buren St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.0569,""lon"":-123.11}}",1,53,1
+capital_city_brewing_company-irish_red_ale,0,0,244485259267,"{""name"":""Irish Red Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Just in time for St. Patrick’s day, this Irish style red ale definitely has a big malt profile.  This beer is the antithesis of our Amber Waves ale.  It has a low hop bitterness and aroma, this allows the caramel malt flavors to dominate.  It has a medium body, and is very easy going down."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,27,1
+brauerei_leibinger-edel_pils,0,0,244482179073,"{""name"":""Edel-Pils"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_leibinger"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+widmer_brothers_brewing-widmer_w_08,0,0,245752528896,"{""name"":""Widmer W'08"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""widmer_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Our Brewmasters' Release - The three different red, caramelized, and dark wheat malts give this beer an intense red color that runs as deep as the flavor. The toasted grain flavors blend perfectly with the subtle spiciness of the hops just as the entirety fades to a smooth quick finish. 2007 Great American Beer Festival Silver Medal Award Winner.\""\r\n-Widmer Brothers Brewing Company"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,62,1
+mogollon_brewing_company-wapiti_amber_ale,0,0,244882997249,"{""name"":""Wapiti Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mogollon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our flagship ale.  The label for this beer is adorned with the majestic Wapiti (aka elk).  Wapiti are abundant in northern Arizona.  They are large and beautiful creatures, which is why we chose this animal to represent this beer.  Wapiti Amber Ale is hand crafted with mountain pure water, two row malted barley, yeast and Yakima Valley hops.  Our brewers use traditional methods to create this full-bodied amber ale with a distinct hoppy aroma.  Wapiti Amber Ale should be enjoyed cool, not cold, to best experience the complex character and flowery aroma.  Serve at 43-47 deg F."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+abita_brewing_company-abita_jockamo_ipa,0,0,244365197312,"{""name"":""Abita Jockamo IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,22,1
+humboldt_brewing,0,0,244747337728,"{""name"":""Humboldt Brewing"",""city"":""Arcata"",""state"":""California"",""code"":""95521"",""country"":""United States"",""phone"":""1-707-826-2739"",""website"":""http://www.humboldtbrews.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""856 10th Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.87,""lon"":-124.087}}",1,32,1
+greenshields_brewery_and_pub-amber,0,0,244743667713,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,24,1
+fox_river_brewing_1-nut_brown_ale,0,0,244617314304,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+warsteiner_brauerei-warsteiner_premium_dunkel,0,0,245752397824,"{""name"":""Warsteiner Premium Dunkel"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""warsteiner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,61,1
+bellows_brew_crew-red,0,0,244364869632,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,21,1
+crabby_larry_s_brewpub_steak_crab_house-golden_treasure,0,0,244485062656,"{""name"":""Golden Treasure"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":""For those who enjoy a clean, crisp, refreshing beer this medium copper colored brew is perfect. With its low level of hop bitterness and slightly sweet flavor it is one of our lightest ales. We use the lightest grains with Kent Goldings and Liberty hops. This beer is an excellent choice for the not so brave."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,26,1
+north_country_brewery-amber_waves_of_grain,0,0,244878671874,"{""name"":""Amber Waves of Grain"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An amber-colored beer, lightly hopped, with a nice malty finish; go ahead, salute your brew."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,53,1
+carmel_brewing,0,0,244485324800,"{""name"":""Carmel Brewing"",""city"":""Salinas"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.6777,""lon"":-121.656}}",1,27,1
+brewdog_ltd-hardcore_ipa,0,0,244482244608,"{""name"":""Hardcore IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""This little bottle has a grandiloquent story to tell.\r\n\r\n2,204 malted Maris Otter grains gave all they had to offer the world to provide the robustly delicate toffee malt canvas for the ensuing epic.\r\n\r\n6 Hop Cones willingly sacrificed themselves in fiery cauldron that is our brew kettle to ensure your mouth is left feeling punished and puckering for more.\r\n\r\n9,900,000,000 yeast cells frantically fermented their little hearts out as the sugars were magically turned into alcohol in the dark depths of our fermentation tanks.\r\n\r\nThis explicit ale has more hops and bitterness that any other beer brewed in the UK. This is an extreme beer rollercoaster for freaks, gypsies and international chess superstars."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,20,1
+wild_river_brewing_and_pizza_cave_junction-dark,0,0,245752528897,"{""name"":""Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_river_brewing_and_pizza_cave_junction"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,62,1
+moylan_s_brewery_restaurant-imperial_stout,0,0,244883062784,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+aksarben_brewing_bop-heater,0,0,244365328384,"{""name"":""Heater"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+lost_coast_brewery-indica_india_pale_ale,0,0,244869955584,"{""name"":""Indica India Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+half_moon_bay_brewing-pillar_point_pale_ale,0,0,244743733248,"{""name"":""Pillar Point Pale Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,24,1
+freeminer_brewery-trafalgar_ipa,0,0,244617314305,"{""name"":""Trafalgar IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""freeminer_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+big_buck_brewery-raspberry_wheat,0,0,244364869633,"{""name"":""Raspberry Wheat"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_buck_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An American wheat beer made with malted barley and malted wheat.  Lightly flavored with pure fruit to impart a subtle raspberry nose, a delicate fruit flavor and a slight pink hue."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,21,1
+crescent_city_brewhouse-pilsner,0,0,244485128192,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crescent_city_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+o_grady_s_brewery_and_pub_1-blacksmith_bitter_ale,0,0,244878671875,"{""name"":""Blacksmith Bitter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+carolina_brewery-stout,0,0,244485324801,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carolina_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,27,1
+brouwerij_de_smedt-affligem_tripel,0,0,244482244609,"{""name"":""Affligem Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_smedt"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+new_glarus_brewing_company-fat_squirrel_nut_brown_ale,0,0,244883062785,"{""name"":""Fat Squirrel Nut Brown Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""One deceptively spring like winter day, Brewmaster Dan walked home from the brewery, sat down to dinner and said, \""Boy, there are some fat squirrels out there. They're running all over the place. I think I should brew a Fat Squirrel Nut Brown Ale.\"" Deb agreed and so another beer legend was born. \r\n\r\n100% Wisconsin malt of six different varieties impart the natural toasted color to this bottle conditioned unfiltered ale. Clean hazelnut notes result from these carefully chosen barley malts. Hops from Slovenia, Bavaria and the Pacific Northwest give Fat Squirrel its backbone. \r\n\r\nWhen the going gets tough, remember to relax a moment and enjoy the \""Fat Squirrel\"" in your neighborhood."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+alaskan_brewing-breakup_bock,0,0,244365328385,"{""name"":""Breakup Bock"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,22,1
+lwenbru_munich-premium_lager,0,0,244870021120,"{""name"":""Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lwenbru_munich"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+hanssens_artisanal-oude_gueuze,0,0,244743733249,"{""name"":""Oude Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hanssens_artisanal"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,24,1
+gaslight_brewery,0,0,244617314306,"{""name"":""Gaslight Brewery"",""city"":""South Orange"",""state"":""New Jersey"",""code"":""7079"",""country"":""United States"",""phone"":""1-973-762-7077"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""15 South Orange Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7465,""lon"":-74.2594}}",1,25,1
+big_time_brewing,0,0,244364935168,"{""name"":""Big Time Brewing"",""city"":""Seattle"",""state"":""Washington"",""code"":""98105"",""country"":""United States"",""phone"":""1-206-545-4509"",""website"":""http://www.bigtimebrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Big Time's brewery is a 14 barrel JV Northwest system consisting of a gas fired brew kettle, an infusion mash tun with mixer, a hot liquor back, a wort cooler, (5) 14 barrel fermenters, a diatomaceous earth filter, a bright beer tank, and (12) 7 bbl serving tanks.  We sell most of our beer at the pub but do wholesale a limited number of kegs to a few Seattle area taverns. We currently brew approximately 1,500 barrels of beer per year"",""address"":[""4133 University Way NE""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6576,""lon"":-122.313}}",1,21,1
+dark_horse_brewing_co-double_crooked_tree_i_p_a,0,0,244485128193,"{""name"":""Double Crooked Tree I.P.A."",""abv"":13.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From their website:\r\n\""Have you read the description for the regular Crooked Tree yet? Well this beer is almost the same just double. We actually took the Crooked Tree recipe and doubled all of the ingredients except the water, just the way a DOUBLE should be made. Big hops balanced with tons of malt give this beer a huge body. Although this beer is as cool as \""the Fonz\""  when first purchased, it gets really mellow and smooth with some age. After a year or two stored in a cool dark place you'll notice the heavy caramel and malt flavors are trying to sneak past the hops, they’re just not fast enough. This beer is hugely delicious so it will need your undivided attention (the chores can wait....trust us).\"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,26,1
+portland_brewing-zig_zag_lager,0,0,245002731520,"{""name"":""Zig Zag Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+cervejaria_de_macau,0,0,244485390336,"{""name"":""Cervejaria de Macau"",""city"":""Macao"",""state"":"""",""code"":"""",""country"":""Macao"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Unit 1-B, Blk. A, Edf. Ind. Fei Tong""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":19.7219,""lon"":-101.225}}",1,27,1
+brouwerij_sterkens-poorter,0,0,244482310144,"{""name"":""Poorter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+new_glarus_brewing_company-zwickel,0,0,244883128320,"{""name"":""Zwickel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+alesmith_brewing-x_extra_pale_ale,0,0,244365328386,"{""name"":""X Extra Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+magic_hat-hocus_pocus,0,0,244870021121,"{""name"":""Hocus Pocus"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Our take on a classic summer ale.  A toast to weeds, rays, and summer haze.  A light, crisp ale for mowing lawns, hitting lazy fly balls, and communing with nature, Hocus Pocus is offered up as a summer sacrifice to clodless days.\r\n\r\nIts malty sweetness finishes tart and crisp and is best apprediated with a wedge of orange."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,32,1
+harvest_moon_brewery_cafe,0,0,244743733250,"{""name"":""Harvest Moon Brewery / Cafe"",""city"":""New Brunswick"",""state"":""New Jersey"",""code"":""8901"",""country"":""United States"",""phone"":""1-732-249-6666"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""392 George Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.4962,""lon"":-74.4441}}",1,24,1
+golden_valley_brewery_and_pub-tannen_bomb,0,0,244617314307,"{""name"":""Tannen Bomb"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_valley_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+bj_s_restaurant_and_brewery-tatonka_stout,0,0,244364935169,"{""name"":""Tatonka Stout"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,21,1
+dark_horse_brewing_co-too_cream_stout,0,0,244617379840,"{""name"":""Too Cream Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is made with milk sugar (lactose) which gives this beer a nice creamy mouth feel which mingles with hints of chocolate and roasty flavors."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,26,1
+privat_brauerei_schmucker_ober_mossau_kg,0,0,245002731521,"{""name"":""Privat-Brauerei Schmucker Ober-Mossau KG"",""city"":""Mossautal"",""state"":""Hessen"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.6747,""lon"":8.925}}",1,53,1
+coopers_brewery-coopers_premium_light,0,0,244485390337,"{""name"":""Coopers Premium Light"",""abv"":2.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coopers Premium Light is brewed using malted barley and no sugar.  Coopers has used traditional lager brewing techniques to produce a full-flavoured light beer.  The light has a fresh aroma with clean floral hop notes, excellent head and colour presentation."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,27,1
+brouwerij_van_steenberge-steenbrugge_tripel_blond,0,0,244482310145,"{""name"":""Steenbrugge Tripel Blond"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+new_holland_brewing_company-cabin_fever,0,0,244883193856,"{""name"":""Cabin Fever"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Robust in character yet smooth in delivery, Cabin Fever is a roasty brown ale and a hearty, comforting companion for long, mind-bending winters. Its rye, roast and raisin notes play off a subtle caramel sweetness and culminate in a dry finish. Excellent with roasts, stews, caramelized onions and snowfall."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+america_s_brewing-honey_wheat_ale,0,0,244365393920,"{""name"":""Honey Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+marine_pub_brewhouse,0,0,244870021122,"{""name"":""Marine Pub & Brewhouse"",""city"":""Burnaby"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-435-2245"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5820 Marine Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2055,""lon"":-122.978}}",1,32,1
+heavenly_daze_brewery_and_grill-derailer_esb,0,0,244743733251,"{""name"":""Derailer ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+gottberg_brew_pub-stuvenbrau_maibock,0,0,244617379840,"{""name"":""Stüvenbräu Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,25,1
+blue_cat_brew_pub-arkham_stout,0,0,244364935170,"{""name"":""Arkham Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+de_struise_brouwers,0,0,244617445376,"{""name"":""De Struise Brouwers"",""city"":""Woesten"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":""http://www.struisebrouwers.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Woesten""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.9229,""lon"":2.7518}}",1,26,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-imperial_hefeweizen,0,0,245002797056,"{""name"":""Imperial Hefeweizen"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+coors_brewing_golden_brewery-coors_original,0,0,244485390338,"{""name"":""Coors Original"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coors beer, first introduced by Adolph Coors in April, 1874, is brewed in the Rockies for a uniquely crisp, clean and drinkable \""Mile High Taste.\""\r\n\r\nDuring World War II, Coors aided the war effort by setting aside half its beer for sale to the military.  When the service men and women returned home to states outside of Coors' original 11-state marketing region, they spread the word about the beer's taste and quality -- which became known as the \""Coors Mystique.\""\r\n\r\nPrior to its national expansion in the 1980s, Coors' limited distribution left consumers in the eastern U.S. wanting a taste of the Rocky Mountains' finest beer. President Gerald Ford was known to take several cases of Coors on his Air Force One during return trips to the White House.\r\n\r\nIn September 1893, Coors competed for the first time at the Chicago World's Fair and won awards for brilliancy, flavor, chemical analysis and commercial flavor.  The award-winning legacy of the brew continues and in recent years Coors beer has won a number of honors at beer festivals."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,27,1
+burgerbrau_wolnzach,0,0,244482310146,"{""name"":""Bürgerbräu Wolnzach"",""city"":""Wolnzach"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8442-/-955514"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Am Brunnen 2""]}",1,20,1
+new_jersey_beer_company,0,0,244883193857,"{""name"":""New Jersey Beer Company"",""city"":""North Bergen"",""state"":""NJ"",""code"":""07047"",""country"":""United States"",""phone"":"""",""website"":""http://www.njbeerco.com"",""type"":""brewery"",""updated"":""2010-11-17 14:11:59"",""description"":""New Jersey Beer Co. is dedicated to crafting quality beer for all; from the occasional beer drinker to the beer aficionado. We believe that good products come from good people, and strive to do our very best for our community and our customers. We believe we can provide happiness through doing what we love, and that a good beer can make the good times great."",""address"":[""4201 Tonnelle Avenue""]}",1,63,1
+anheuser_busch,0,0,244365393921,"{""name"":""Anheuser-Busch"",""city"":""Saint Louis"",""state"":""Missouri"",""code"":""63118"",""country"":""United States"",""phone"":""1-800-342-5283"",""website"":""http://www.anheuser-busch.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Anheuser-Busch operates 12 breweries in the United States, 14 in China and one in the United Kingdom. Anheuser-Busch's operations and resources are focused on adding to life's enjoyment not only through the responsible consumption of beer by adults, but through theme park entertainment and packaging.  In the United States, the company holds a 48.5 percent share of U.S. beer sales. Worldwide, Anheuser-Busch's beer sales volume was 128.4 million barrels in 2007.  The St. Louis-based company's subsidiaries include one of the largest U.S. manufacturers of aluminum beverage containers and one of the world's largest recyclers of aluminum beverage cans. Anheuser-Busch also has interests in malt production, rice milling, real estate development, turf farming, metalized and paper label printing, bottle production and transportation services."",""address"":[""One Busch Place""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.5983,""lon"":-90.209}}",1,22,1
+maritime_pacific_brewing-yo_ho_ho_christmas_ale_2001,0,0,244870021123,"{""name"":""Yo Ho Ho Christmas Ale 2001"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+heller_bru_trum-schlenkerla_helles_lagerbier,0,0,244743798784,"{""name"":""Schlenkerla Helles Lagerbier"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heller_bru_trum"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+great_bear_brewing,0,0,244744126464,"{""name"":""Great Bear Brewing"",""city"":""Wasilla"",""state"":""Alaska"",""code"":""99654"",""country"":""United States"",""phone"":""1-907-373-4782"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""238 North Boundary Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":61.5816,""lon"":-149.439}}",1,25,1
+boon_rawd_brewery-singha_gold,0,0,244365000704,"{""name"":""Singha Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boon_rawd_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+512_brewing_company-512_pale,0,0,244365656064,"{""name"":""(512) Pale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""With Organic 2-row malted barley, (512) Pale is a copper colored American Pale Ale that balances earthy hop bitterness and hop flavor with a rich malty body."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+delafield_brewhaus-hopfenteufel_alt_bier,0,0,244617445377,"{""name"":""Hopfenteufel Alt Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+raccoon_lodge_and_brewpub_cascade_brewing-cascade_apricot_ale,0,0,245002797057,"{""name"":""Cascade Apricot Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Features the intense aroma of fresh-picked, slow ripened Northwest apricots warmed by the summer sun. Based on a Belgian Tripel, this beer went through 16 months lactic fermentation and aging in French oak wine barrels."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,53,1
+crane_river_brewpub_and_cafe-weizen,0,0,244485455872,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+central_waters_brewing_company-satin_solstice_imperial_stout,0,0,244482375680,"{""name"":""Satin Solstice Imperial Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This smooth, creamy stout and a crackling fireplace are the perfect answer to a wintery evening in Wisconsin. The rich coffee flavor compliments the \""warm, fuzzy feeling\"" you get from the abundant alcohol. Enjoy in moderation."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,20,1
+nicolet_brewing-winter_fest_beer,0,0,244883259392,"{""name"":""Winter Fest Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,63,1
+appleton_brewing-adler_brau_cherry_creek_cherry_flavored_lager,0,0,244365459456,"{""name"":""Adler Bräu Cherry Creek Cherry Flavored Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+mercury_brewing_company-ipswich_dark_ale,0,0,244870086656,"{""name"":""Ipswich Dark Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich in color and bold in taste, our U.S. style Brown Ale combines roasted malt with two additions of specialty selected hops to produce a well-balanced ale with a satisfying finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,32,1
+high_point_wheat_beer_company-ramstein_winter_wheat,0,0,244743798785,"{""name"":""Ramstein Winter Wheat"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_point_wheat_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Also referred to as a Doppelbock, this is the strongest beer made by High Point. Rich creamy head with bouquet of wheat malt, black current, clove, and apple. Deep full flavors of caramel and chocolate malt balance with hops for a smooth warming character. The finish is smooth and malty leading to a subtle alcohol and dark caramel finish. The wonderful balance of this beer provides a complex profile that hides the 9.5% alcohol content. The perfect companion for a cold winter night."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,24,1
+great_divide_brewing-great_divide_dunkel_weiss,0,0,244744192000,"{""name"":""Great Divide Dunkel Weiss"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Think of it as a hefeweizen’s older brother. A hearty mix of wheat and dark German barley malts gives it a medium body and muddy brown hue, while our proprietary yeast strain provides the signature notes of banana and clove. If you like wheat beers, come to the Dunkel side. You won’t be disappointed. Just don’t put any lemon in it.""}",1,25,1
+boon_rawd_brewery,0,0,244365000705,"{""name"":""Boon Rawd Brewery"",""city"":""Bangkok"",""state"":"""",""code"":"""",""country"":""Thailand"",""phone"":""66-(662)-669-2050"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""999 Samsen Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":13.7783,""lon"":100.509}}",1,21,1
+abita_brewing_company-abita_amber,0,0,244365721600,"{""name"":""Abita Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:46:53"",""description"":""Abita Amber is a Munich style lager. It has a smooth, malty, slightly caramel flavor and a rich amber color."",""style"":""Vienna-Style Lager"",""category"":""German Lager""}",1,23,1
+delafield_brewhaus-pewaukee_porter,0,0,244617445378,"{""name"":""Pewaukee Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+raccoon_lodge_and_brewpub_cascade_brewing,0,0,245002862592,"{""name"":""Raccoon Lodge and Brewpub / Cascade Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97225"",""country"":""United States"",""phone"":""(503) 296-0110"",""website"":""http://www.raclodge.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7424 SW Beaverton-Hillsdale Hwy""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.4856,""lon"":-122.754}}",1,53,1
+denver_chophouse_and_brewery-oatmeal_stout,0,0,244617904128,"{""name"":""Oatmeal Stout"",""abv"":6.54,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,27,1
+cerveceria_bucanero-fuerte,0,0,244482375681,"{""name"":""Fuerte"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cerveceria_bucanero"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+north_coast_brewing_company-old_stock_ale_2007,0,0,244883259393,"{""name"":""Old Stock Ale 2007"",""abv"":11.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,63,1
+appleton_brewing-adler_brau_weiss,0,0,244365459457,"{""name"":""Adler Bräu Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,22,1
+midnight_sun_brewing_co-cosmic_black_witbier,0,0,244870086657,"{""name"":""Cosmic Black Witbier"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Close your eyes. The delicate aroma, flavor, texture of this beer whisper “witbier”. Now open your eyes. The color is deceiving. You take another sip. Yes, witbier … but black as night. It is something quite peculiar—BuT it is brilliant—something shimmering and [not so] white."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,32,1
+highland_brewing_company-cattail_peak,0,0,244743864320,"{""name"":""Cattail Peak"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An invigorating wheat beer with 100% organic grains, a hint of rye and the tang and hue of organic hibiscus, this refreshing brew is as cool as the breeze that blows down from Mount Mitchell to Cattail Peak. Enjoy this delicious creation when the hottest summer day demands the best of the Blue Ridge."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,24,1
+green_mill_brewing_saint_paul-big_island_porter,0,0,244744192001,"{""name"":""Big Island Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,25,1
+boulder_beer_company-killer_penguin,0,0,244365000706,"{""name"":""Killer Penguin"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,21,1
+aksarben_brewing_bop-brout,0,0,244365721601,"{""name"":""Brout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+dockside_brewing-johnston_pilsener,0,0,244617510912,"{""name"":""Johnston Pilsener"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+ridgeway_brewing-warm_welcome_nut_browned_ale,0,0,245002862593,"{""name"":""Warm Welcome Nut Browned Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,53,1
+deschutes_brewery-cinder_cone_red,0,0,244617969664,"{""name"":""Cinder Cone Red"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Cinder Cone Red's diverse selection of hops and barley captivates thirsty palates with its toffee-like flavor, intense citrus aroma and defined bitterness.\r\n\r\nLocated on the northern slope of Mt. Bachelor, the Cinder Cone was also known as \""Red Hill\"" due to its reddish color that is revealed as the seasons change, the weather warms and the snow melts.  It's spring. Time to get outside."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,27,1
+cervejaria_kaiser_brasil-xingu,0,0,244482375682,"{""name"":""Xingu"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_kaiser_brasil"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,20,1
+oak_creek_brewery-oak_creek_micro_light,0,0,244883259394,"{""name"":""Oak Creek Micro Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,63,1
+barley_s_casino_brewing_company,0,0,244365524992,"{""name"":""Barley's Casino & Brewing Company"",""city"":""Henderson"",""state"":""Nevada"",""code"":""89014"",""country"":""United States"",""phone"":""1-702-458-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4500 East Sunset Road #30""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.0721,""lon"":-115.075}}",1,22,1
+minocqua_brewing_company-pale_ale,0,0,244870152192,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An amber-colored ale with a pronounced floral aroma and a flavor contributed by Cascade hops. Hop lovers will savor this bold version of an American classic."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+hook_ladder_brewing_company-hook_ladder_golden_ale,0,0,244743864321,"{""name"":""Hook & Ladder Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_ladder_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A crisp, clean American Ale. Perfect for extinguishing your fiery thirst or when you crave an ice-cold beer. A great step up in flavor from the macro-produced American and imported beers."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,24,1
+green_mill_brewing_saint_paul-grand_marais_pale_ale,0,0,244744192002,"{""name"":""Grand Marais Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+brasserie_brouwerij_cantillon,0,0,244365066240,"{""name"":""Brasserie-Brouwerij Cantillon"",""city"":""Anderlecht"",""state"":""Brussel"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)2-521-49-28"",""website"":""http://www.cantillon.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Gheudestraat 56""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.8416,""lon"":4.3355}}",1,21,1
+allentown_brew_works-steelgaarden_wit,0,0,244365787136,"{""name"":""Steelgaarden Wit"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Unfiltered Belgian Style beer is brewed with special yeast that lends a unique refreshing flavor to the beer. Brewed with Chamomile, Curacao Orange peel and Coriander to create a smooth citrus finish. Usually enjoyed with a slice of lemon."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,23,1
+dogfish_head_craft_brewery-burton_baton,0,0,244617510913,"{""name"":""Burton Baton"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+route_66_brewery-imperial_pale_ale,0,0,245002862594,"{""name"":""Imperial Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,53,1
+endehouse_brewery_and_restaurant-dunkelweiss,0,0,244617969665,"{""name"":""Dunkelweiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""endehouse_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+chama_river_brewing,0,0,244482441216,"{""name"":""Chama River Brewing"",""city"":""Albuquerque"",""state"":""New Mexico"",""code"":""87109"",""country"":""United States"",""phone"":""1-505-342-1800"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4939 Pan American Freeway NE""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.14,""lon"":-106.6}}",1,20,1
+oasis_brewery_annex,0,0,244883324928,"{""name"":""Oasis Brewery Annex"",""city"":""Boulder"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.015,""lon"":-105.271}}",1,63,1
+big_river_brewing-extra_special_bitter,0,0,244365524993,"{""name"":""Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+minocqua_brewing_company-red_ale,0,0,244870217728,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Deserving of its name, this red/amber colored ale is sure to knock you off your feet. Crystal and caramel malts contribute to a balance of sweetness and smoothness."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+hook_norton_brewery-old_hooky,0,0,244743864322,"{""name"":""Old Hooky"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_norton_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+gulpener_bierbrouwerij-dort,0,0,244744257536,"{""name"":""Dort"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gulpener_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,25,1
+brasserie_d_ecaussinnes-ultrabrune,0,0,244365066241,"{""name"":""Ultrabrune"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_ecaussinnes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+amstel_brouwerij,0,0,244365787137,"{""name"":""Amstel Brouwerij"",""city"":""Amsterdam"",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":""800-022-9885"",""website"":""http://www.amstel.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Antwoordnummer 7181""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.3738,""lon"":4.8909}}",1,23,1
+eddie_mcstiff_s_brewpub-chestnut_brown_ale,0,0,244617576448,"{""name"":""Chestnut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eddie_mcstiff_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+rush_river_brewing,0,0,245002928128,"{""name"":""Rush River Brewing"",""city"":""River Falls"",""state"":""Wisconsin"",""code"":""54022"",""country"":""United States"",""phone"":""1-715-426-2054"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""990 Antler Court""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.8902,""lon"":-92.6378}}",1,53,1
+f_x_matt_brewing-saranac_lager,0,0,244618035200,"{""name"":""Saranac Lager"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A simple well-made Classic American Lager brewed with only choice ingredients. It is extremely mellow refreshingly smooth, glass after glass."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+chicago_brewing,0,0,244482441217,"{""name"":""Chicago Brewing"",""city"":""Las Vegas"",""state"":""Nevada"",""code"":""89117"",""country"":""United States"",""phone"":""1-702-254-3333"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2201 South Fort Apache Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.1476,""lon"":-115.298}}",1,20,1
+orlando_brewing,0,0,244883324929,"{""name"":""Orlando Brewing"",""city"":""Orlando"",""state"":""Florida"",""code"":""32806"",""country"":""United States"",""phone"":""(407) 872-1117"",""website"":""http://www.orlandobrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""They have a wide variety of beers made on premises, with more than a dozen on tap. Bar is is in an industrial area and is kinda bare, but it's got good beer, and good people, and that's what counts. Try the 'Monk-in-the-trunk' stay the hell away from the Winter Park beer.  Bottles, and kegs available as well."",""address"":[""1301 Atlanta Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":28.5265,""lon"":-81.3827}}",1,63,1
+bj_s_restaurant_and_brewery-jeremiah_red,0,0,244365524994,"{""name"":""Jeremiah Red"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,22,1
+mohrenbrauerei_august_huber-spezial,0,0,244870217729,"{""name"":""Spezial"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mohrenbrauerei_august_huber"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+hops_haven_brew_haus-triple_h,0,0,244743929856,"{""name"":""Triple \""H\"""",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,24,1
+hacker_pschorr_bru,0,0,244744257537,"{""name"":""Hacker-Pschorr Bru"",""city"":""Mnchen"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":48.1391,""lon"":11.5802}}",1,25,1
+brasserie_de_brunehaut-abbaye_de_saint_martin_brune,0,0,244365066242,"{""name"":""Abbaye de Saint-Martin Brune"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""Abbaye Saint-Martin Brune was named World's Best Abbey (Dark) Beer @ the 2009 World Beer Awards (London). Aroma of caramel and liquorice.  Less sweet than most traditional Dark Abbey Ales. Many people prefer this double at room temperature. It is especially popular when paired with dessert.\r\nAbbye St. Martin Ales are pure Belgium."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,21,1
+atlanta_brewing_company-red_brick_double_chocolate_oatmeal_porter,0,0,244365852672,"{""name"":""Red Brick Double Chocolate Oatmeal Porter"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atlanta_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter brewed with lots of chocolate malt and roasted barley. This gives the beer its nearly black color and coffee and dark chocolate flavors. These flavors are then tempered with the use of flaked oats which provide an almost creamy texture to the beer. The 7.7% abv is deceptive but is not completely unnoticed."",""style"":""Porter"",""category"":""Irish Ale""}",1,23,1
+egan_brewing-cinco_de_mayo_cerveza_jalapeno,0,0,244617576449,"{""name"":""Cinco de Mayo Cerveza Jalapeño"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+s_a_damm-estrella_levante_especial,0,0,245002928129,"{""name"":""Estrella Levante Especial"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""s_a_damm"",""updated"":""2011-07-14 08:53:33"",""description"":"""",""style"":""Baltic-Style Porter"",""category"":""Other Lager""}",1,53,1
+faultline_brewing_1-pilsner,0,0,244618035201,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+cooper_s_cave_ale_company-pathfinder_s_porter,0,0,244482441218,"{""name"":""Pathfinder's Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Pathfinder's Porter is a robust, dark and hoppy ale originally brewed for street urchins of London. Our version does the job for the Glens Falls urchins of today."",""style"":""Porter"",""category"":""Irish Ale""}",1,20,1
+oskar_blues_grill_and_brew-dale_s_pale_ale,0,0,244883324930,"{""name"":""Dale's Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Dale's Pale Ale is our flagship beer and America's first hand-canned craft beer. It's an assertive but deftly balanced beer (somewhere between an American pale ale and an India Pale Ale) brewed with hefty amounts of European malts and American hops.\r\n\r\nIt features a merengue-like head, a copper color, and a hoppy nose, thanks to a big post-boil addition of Centennial hops. To complement its hoppy first impression, Dale's also sports a rich middle of malts and hops, and a bracing finish. Dale's is 6.5% alcohol by volume, and features 65 International Bittering Units.\r\n\r\nWe think of it as the perfect, everyday beer for hopheads like us. Dale's Pale Ale's rich flavor has helped us make many new fans, and its numerous honors have helped us kick huge holes in the misconceptions regarding cans."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,63,1
+boston_beer_company-samuel_adams_old_fezziwig_ale,0,0,244365590528,"{""name"":""Samuel Adams Old Fezziwig Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Spicy and Bold, a big Christmas cookie of a beer.\r\nSamuel Adams® Old Fezziwig® Ale is the Christmas cookie of beer. Bursting with spices of the season and a remarkably full body, it helps those long winter nights pass much quicker. The full body hits the palate first with a depth of malt character ranging from sweeter toffee and caramel notes to the more dark, roasty chocolate notes. Then come the spices in full force. Cinnamon, ginger and orange peel dance on the tongue bringing with them the celebratory spirit that goes hand in hand with the season.""}",1,22,1
+moosejaw_pizza_dells_brewing_company-light_ale,0,0,244870217730,"{""name"":""Light Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+ithaca_beer_company-partly_sunny,0,0,244743929857,"{""name"":""Partly Sunny"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Partly Sunny is hazy-straw colored wheat beer with coriander, and generous amounts of lemon zest. It's a light refreshing beer with a subtle spicy start and a smooth citrus finish."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,24,1
+half_moon_bay_brewing,0,0,244744257538,"{""name"":""Half Moon Bay Brewing"",""city"":""Princeton by the Sea"",""state"":""California"",""code"":""94019"",""country"":""United States"",""phone"":""1-650-728-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""390 Capistrano Road""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.4903,""lon"":-122.435}}",1,25,1
+brasserie_de_l_abbaye_val_dieu-grand_cru,0,0,244365131776,"{""name"":""Grand Cru"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_val_dieu"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+atwater_block_brewing-hell,0,0,244365852673,"{""name"":""Hell"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Atwater Block beers are brewed using traditional German methods to create a distinctly fresh and flavorful character. Our classic Helles (German for Pale) is a crisp lager that is sure to please."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+einbecker_brauhaus_ag-ur_bock_hell,0,0,244617576450,"{""name"":""Ur-Bock Hell"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""einbecker_brauhaus_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,26,1
+saint_louis_brewery_schlafy_tap_room-schlafly_esb,0,0,245002928130,"{""name"":""Schlafly ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+512_brewing_company-512_whiskey_barrel_aged_double_pecan_porter,0,0,244375617536,"{""name"":""(512) Whiskey Barrel Aged Double Pecan Porter"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our first barrel project is in kegs and on it’s way to beer bars around Austin. This is a bigger, bolder version of our mainstay Pecan Porter, with a richer finish. Two months on recently emptied Jack Daniels select barrels imparted a wonderful vanilla character from the oak and a pleasant amount of whiskey nose and flavor. All in all, I’m really proud of the hard work and effort put into this beer. Our first attempt at brewing it and our first attempt at managing barrels has paid off for everyone! Seek out this beer, but don’t put it off. There is a very limited number of kegs available and it might go fast…"",""style"":""Porter"",""category"":""Irish Ale""}",1,46,1
+firehouse_brewery_restaurant,0,0,244618100736,"{""name"":""Firehouse Brewery & Restaurant"",""city"":""Red Oak"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.0117,""lon"":-95.2272}}",1,27,1
+coors_brewing_golden_brewery-rising_moon_spring_ale,0,0,244482506752,"{""name"":""Rising Moon Spring Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed only in spring. Has a crisp taste, thanks to the kieffer lime leaves and lime added in. Has a light amber color and absolutely delicious!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+pelican_pub_brewery,0,0,245006401536,"{""name"":""Pelican Pub & Brewery"",""city"":""Pacific City"",""state"":""Oregon"",""code"":""97135"",""country"":""United States"",""phone"":""1-503-965-7007"",""website"":""http://www.pelicanbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""33180 Cape Kiwanda Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.2152,""lon"":-123.97}}",1,63,1
+brasserie_brouwerij_cantillon-kriek_lambic,0,0,244365590529,"{""name"":""Kriek-Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,22,1
+moylan_s_brewery_restaurant-old_blarney_barleywine,0,0,244870283264,"{""name"":""Old Blarney Barleywine"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+jennings_brewery-sneck_lifter,0,0,244743929858,"{""name"":""Sneck Lifter"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jennings_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark beer with a reddish tinge derived from the use of coloured malts, full of complex flavours, which create an intriguing beer of great character.\r\n\r\nIn Northern English dialect sneck means door latch and a sneck lifter was a man’s last sixpence which enabled him to lift the latch of a pub door and buy himself a pint, hoping to meet friends there who might treat him to one or two more."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,24,1
+heavenly_daze_brewery_and_grill-backpacker_ipa,0,0,244744323072,"{""name"":""Backpacker IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+breckenridge_brewery-trademark_english_pale,0,0,244482637824,"{""name"":""Trademark English Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,21,1
+back_road_brewery-back_road_ale,0,0,244365852674,"{""name"":""Back Road Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Back Road Brewery's flagship beer, and first original recipe of 1997, is also our house beer.  This mildly hopped copper colored brew has a rich smooth taste.  Hop varieties such as Styrian Goldings and English Fuggles are used to balance the beers maltiness.  A technique called dry hopping is used after fermentation to add fresh herbal aroma.  It is a great session beer and was made to satisfy a wide variety of palates.  Drink and enjoy LaPorte County's first production craft beer."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+ellersick_brewing_big_e_ales,0,0,244617641984,"{""name"":""Ellersick Brewing Big E Ales"",""city"":""Lynnwood"",""state"":""Washington"",""code"":""98036"",""country"":""United States"",""phone"":""425-672-7051"",""website"":""http://www.ellersickbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Mission Statement: Dedicated to serving our clients on a personal level. We specialize in unusually cool dispensing methods.   To make sure your quality brew takes on an impressive experience.  Please view our product page for innovate systems and amazing Ales. Call today for a personal evaluation of your beer enhanced production, home remedy, or beer emergency!"",""address"":[""5030 208th ST SW Ste. A""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.8099,""lon"":-122.302}}",1,26,1
+scuttlebutt_brewing-homeport_blonde,0,0,245002928131,"{""name"":""Homeport Blonde"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+abbaye_notre_dame_du_st_remy-rochefort_10,0,0,244375617537,"{""name"":""Rochefort 10"",""abv"":11.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_notre_dame_du_st_remy"",""updated"":""2010-07-22 20:00:20"",""description"":""Reddish-brown colour, with a very compact head and an aroma of figs, feels like honey in the mouth. The alcohol profile is a major component in the flavour of this rich ale. It is very similar to 6 and 8, but has much more of everything. Some may find the high alcohol content to be disagreeable."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,46,1
+flatlander_s_restaurant_brewery-bockbier,0,0,244618100737,"{""name"":""Bockbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,27,1
+coronado_brewing_company-idiot_ipa,0,0,244482506753,"{""name"":""Idiot IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The CBC Idiot IPA is an all natural India Pale Ale. A big beer with an 8.5% ABV and brewed with over 3 lbs of hops per barrell. Watch out, this unfiltered \""San Diego IPA\"" has been known to reduce even the most intelligent to a blithering \""idiot\""."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,20,1
+pete_s_brewing-wicked_springfest,0,0,245006401537,"{""name"":""Wicked Springfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,63,1
+brasserie_dubuisson-scaldis_noel_bush_noel,0,0,244365656064,"{""name"":""Scaldis Noël / Bush Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dubuisson"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+moylan_s_brewery_restaurant,0,0,244870283265,"{""name"":""Moylan's Brewery & Restaurant"",""city"":""Novato"",""state"":""California"",""code"":""94945"",""country"":""United States"",""phone"":""1-415-898-4677"",""website"":""http://www.moylans.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""15 Rowland Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.0941,""lon"":-122.557}}",1,32,1
+john_harvard_s_brewhouse_wilmington-winterfest_lager,0,0,244743995392,"{""name"":""Winterfest Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brewhouse_wilmington"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,24,1
+hereford_hops_restaurant_and_brewpub_1,0,0,244744323073,"{""name"":""Hereford & Hops Restaurant and Brewpub #1"",""city"":""Escanaba"",""state"":""Michigan"",""code"":""49829"",""country"":""United States"",""phone"":""1-906-789-1945"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""624 Ludington Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.7458,""lon"":-87.056}}",1,25,1
+brewery_creek_brewing-belgian_wheat,0,0,244482703360,"{""name"":""Belgian Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+back_road_brewery-english_mild,0,0,244365918208,"{""name"":""English Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,23,1
+elysian_brewery_public_house-bete_blanche,0,0,244617641985,"{""name"":""Bête Blanche"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+skagit_river_brewing-trumpeter,0,0,245002993664,"{""name"":""Trumpeter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+aldaris-luksusa,0,0,244375617538,"{""name"":""Luksusa"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aldaris"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+flying_bison_brewing-buffalo_lager,0,0,244618100738,"{""name"":""Buffalo Lager"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Light bodied golden beer, very balanced flavor with soft, clean finish. Available bottles at your favorite store and at an increasing # of bars."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+crabby_larry_s_brewpub_steak_crab_house-pale_ale,0,0,244482572288,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+pike_pub_and_brewery-auld_acquaintance_spiced_ale,0,0,245006467072,"{""name"":""Auld Acquaintance Spiced Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+brouwerij_abdij_der_trappisten_van_westmalle-westmalle_trappist_tripel,0,0,244482965504,"{""name"":""Westmalle Trappist Tripel"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_abdij_der_trappisten_van_westmalle"",""updated"":""2010-07-22 20:00:20"",""description"":""Was first brewed in 1934 and the recipe has not changed since 1956. It is made with pale candy sugar and has a very pale color produced from a mash of light pilsener malts. Styrian Goldings hops are used along with some German varieties and the classic Saaz pilsener hop. After a long secondary fermentation, the Tripel Westmalle is bottled with a dose of sugar and yeast. This beer holds up well in the bottle over time and seems to soften with age."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,22,1
+northwoods_brewpub_grill,0,0,244870283266,"{""name"":""Northwoods Brewpub Grill"",""city"":""Eau Claire"",""state"":""Wisconsin"",""code"":""54701"",""country"":""United States"",""phone"":""1-715-552-0510"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3560 Oakwood Mall Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.7776,""lon"":-91.4433}}",1,32,1
+jolly_pumpkin_artisan_ales-bam_biere,0,0,244743995393,"{""name"":""Bam Bière"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An artisan farmhouse ale that is golden, naturally cloudy, bottle conditioned and dry hopped for a perfectly refreshing balance of spicy malts, hops and yeast."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,24,1
+hereford_hops_steakhouse_and_brewpub_3-christmas_ale,0,0,244744323074,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+brewery_creek_brewing-dunkel_doppel_weizen_bock,0,0,244482703361,"{""name"":""Dunkel Doppel Weizen Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,21,1
+barley_island_brewing-blind_tiger_pale_ale,0,0,244365983744,"{""name"":""Blind Tiger Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+engine_house_9-belgian_white,0,0,244617707520,"{""name"":""Belgian White"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+skol_breweries,0,0,245002993665,"{""name"":""Skol Breweries"",""city"":""Maharashtra"",""state"":"""",""code"":"""",""country"":""India"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Uran""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":18.88,""lon"":72.94}}",1,53,1
+alesmith_brewing-lil_devil,0,0,244375683072,"{""name"":""Lil Devil"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+golden_valley_brewery_and_pub,0,0,244618100739,"{""name"":""Golden Valley Brewery and Pub"",""city"":""McMinnville"",""state"":""Oregon"",""code"":""97128"",""country"":""United States"",""phone"":""1-503-472-2739"",""website"":""http://www.goldenvalleybrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""980 NE Fourth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.2104,""lon"":-123.189}}",1,27,1
+de_halve_maan-brugse_zot,0,0,244614889472,"{""name"":""Brugse Zot"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_halve_maan"",""updated"":""2010-07-22 20:00:20"",""description"":""Brugse Zot is a goldenblond beer with a rich froth and a fruity flavouring. The beer is brewed with four different kinds of malt and two aromatic varieties of hop which give the beer its unique taste.\r\nWith an alcochol degrees proof of 6 % Vol it is a well balanced, easy drinking beer with character.\r\nBrugse Zot is a natural beer born out of a selection of only the best ingredients. Thanks to the refermentation in the bottle, the beer has a longer natural life."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,20,1
+pinehurst_village_brewery-double_eagle_brown_ale,0,0,245006467073,"{""name"":""Double Eagle Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pinehurst_village_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+brouwerij_artois,0,0,244483031040,"{""name"":""Brouwerij Artois"",""city"":""Leuven"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-016-24-71-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Vaartstraat 94""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8853,""lon"":4.7008}}",1,22,1
+o_hara_s_brewpub_and_restaurant-quarry_rock_red,0,0,244870283267,"{""name"":""Quarry Rock Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_hara_s_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+jw_lees_and_co_brewers_ltd-harvest_ale_1998,0,0,244744060928,"{""name"":""Harvest Ale 1998"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,24,1
+highland_brewing_company-st_terese_s_pale_ale,0,0,244744323075,"{""name"":""St.Terese's Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A golden pale having a slightly malty body balanced by an assertive American hop flavor. This pale ale displays a delicate hop nose due to the process of dry hopping. A crisp and refreshing beer perfect for any occasion.\r\n\r\nIBU: 24\r\nAlcohol content: 5.2% by volume\r\nHops: Chinook and Cascade\r\n\r\nCalories per 12 oz. 170.1\r\nCarbs per 12 oz. 15.65"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+brooklyn_brewery-saison_de_brooklyn,0,0,244482768896,"{""name"":""Saison De Brooklyn"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The second beer of the Brewmaster's reserve line, Saison de Brooklyn is brewed in the style produced by old farmhouse breweries in Belgium and France. Well-hopped and fermented to a crisp dryness, Saisons were brewed in the spring to sustain farmers through the summer. Saison de Brooklyn is boldly hoppy, dry and flinty, with a bright spicy, citric aroma and pillowy white head. This beer has remarkable versatility with food, complementing spicy dishes particularly well."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,21,1
+bayern_brewing-hefeweizen,0,0,244365983745,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayern_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+f_x_matt_brewing-saranac_single_malt,0,0,244617707521,"{""name"":""Saranac Single Malt"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We use 100% Scottish Maris Otter Malt. Traditionally used in the distilling industry. The combination of the Scottish Malt and slow aging process produces a unique brew as distinctive as single malt whiskey with a flavor than any other beer."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,26,1
+spring_house_brewing_company-goofy_foot_summer_wheat,0,0,245120368640,"{""name"":""Goofy Foot Summer Wheat"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is lighter style and dry to the palate and with the distinct flavor of wheat makes for a perfect thirst-quenching beer. It is the ideal drink for beer drinker who appreciates tradition and personality in their beer, but also seeks a lighter, refreshing style, perfect for the summer months."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,53,1
+amherst_brewing_company-amherst_esb,0,0,244375683073,"{""name"":""Amherst ESB"",""abv"":5.35,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber in color, medium body with very hoppy aroma and bitter finish. Dry hopped with Oregon Goldings"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,46,1
+granite_city_food_brewery_omaha-broad_axe_stout,0,0,244744978432,"{""name"":""Broad Axe Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,27,1
+dock_street_beer-bubbly_wit,0,0,244615020544,"{""name"":""Bubbly Wit"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""A swanky interpretation of a double strength wheat beer, fermented solely by champagne yeast. Notes of tart citrus and white grape soothe the pallet in this sparkling ale."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,20,1
+pleasanton_main_street_brewery,0,0,245006532608,"{""name"":""Pleasanton Main Street Brewery"",""city"":""Pleasanton"",""state"":""California"",""code"":""94566"",""country"":""United States"",""phone"":""1-925-462-8218"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""830 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.6645,""lon"":-121.873}}",1,63,1
+brouwerij_de_keersmaeker-mort_subite_gueuze_lambic,0,0,244483031041,"{""name"":""Mort Subite Gueuze Lambic"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_keersmaeker"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,22,1
+olde_main_brewing-off_kil_ter_scottish_ale,0,0,244870348800,"{""name"":""Off KIL Ter Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_japanese_classic_ale,0,0,244744060929,"{""name"":""Hitachino Nest Japanese Classic Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,24,1
+hops_haven_brew_haus-port_washington_old_port_porter,0,0,244744388608,"{""name"":""Port Washington Old Port Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,25,1
+brouwerij_lindemans-peche_pecheresse,0,0,244482768897,"{""name"":""Pêche / Pecheresse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_lindemans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,21,1
+beamish_crawford,0,0,244365983746,"{""name"":""Beamish & Crawford"",""city"":""Cork"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":""353-21-911100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""South Main Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.897,""lon"":-8.4769}}",1,23,1
+fitger_s_brewhouse_brewery_and_grill-big_boat_oatmeal_stout,0,0,244617773056,"{""name"":""Big Boat Oatmeal Stout"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,26,1
+st_john_brewers,0,0,245120434176,"{""name"":""St John Brewers"",""city"":""St. John"",""state"":""Virgin Islands"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.stjohnbrewers.com/index.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":18.3368,""lon"":-64.7281}}",1,53,1
+anacortes_brewing,0,0,244375748608,"{""name"":""Anacortes Brewing"",""city"":""Anacortes"",""state"":""Washington"",""code"":""98221"",""country"":""United States"",""phone"":""360-588-1720"",""website"":""http://www.anacortesrockfish.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our brewers focus on high quality ingredients, a carefully controlled process and delicate handling to provide one of the best beers you will find in the industry. We operate a seven barrel brewery designed and installed by Sound Brewing Systems of Seattle with vessels fabricated by Ripley Stainless in British Columbia. Our brewery features a cold room specially designed for lagering to provide our beers with a traditional character and complexity."",""address"":[""320 Commercial Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.5193,""lon"":-122.613}}",1,46,1
+gray_brewing-bower_city_pale_ale,0,0,244744978433,"{""name"":""Bower City Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+dogfish_head_craft_brewery-punkin_ale,0,0,244615020545,"{""name"":""Punkin Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A full-bodied brown ale with smooth hints of pumpkin and brown sugar. Perfect to warm-up with, as the season cools."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,20,1
+raccoon_river_brewing-barnstormer_pale_ale,0,0,245006532609,"{""name"":""Barnstormer Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,63,1
+brouwerij_liefmans-lucifer,0,0,244483096576,"{""name"":""Lucifer"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+onopa_brewing-oatmeal_stout,0,0,244870348801,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""onopa_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+klosterbru_bamberg-bockbier,0,0,244744060930,"{""name"":""Bockbier"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbru_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,24,1
+icobes_b_v_b_a,0,0,244744454144,"{""name"":""ICOBES b.v.b.a."",""city"":""Evergem"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)9-/-253-61-82"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Durmakker 23""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1007,""lon"":3.6934}}",1,25,1
+capital_brewery-capital_maibock,0,0,244482768898,"{""name"":""Capital Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,21,1
+bibiana_brewing-hop_stuffed_pale_ale,0,0,244366049280,"{""name"":""Hop-Stuffed Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bibiana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+flossmoor_station_brewery-panama_limited_red_ale,0,0,244617773057,"{""name"":""Panama Limited Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+staatliches_hofbrauhaus_in_munchen,0,0,245120499712,"{""name"":""Staatliches Hofbräuhaus in München"",""city"":""München"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-92105-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hofbräuallee 1""]}",1,53,1
+angelic_brewing-london_porter,0,0,244375748609,"{""name"":""London Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""angelic_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,46,1
+great_dane_pub_and_brewing_2-coffee_ale,0,0,244745043968,"{""name"":""Coffee Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+dortmunder_actien_brauerei_dab-hansa_pils,0,0,244615086080,"{""name"":""Hansa Pils"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dortmunder_actien_brauerei_dab"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,20,1
+rahr_sons_brewing_company-iron_thistle,0,0,245006532610,"{""name"":""Iron Thistle"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Break out the bagpipes with your lederhosen! We’re proud to present our Iron Thistle Scotch Ale – Rahr’s first National Grand Champion winner. This dark, Scottish ale has a bold taste dominated by a smooth, sweet maltiness balanced with a low, hoppy bitterness. So don your kilts and enjoy. Here’s to your health – Slàinte! Prosit!"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,63,1
+brouwerij_van_steenberge-head_trip,0,0,244483096577,"{""name"":""Head Trip"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""Sweet with some\r\ntropical flavors, some banana, a hint of clove."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,22,1
+oskar_blues_grill_and_brew-mama_s_little_yella_pils,0,0,244870348802,"{""name"":""Mama's Little Yella Pils"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Mama’s Little Yella Pils - Our upcoming new canned good is a small-batch version of the beer that made Pilsen, Czechoslovakia famous. Mama’s is made with hearty amounts of pale malt, German specialty malts, and a blend of traditional (Saaz) and 21st century Bavarian hops. Our first canned lager, it’s also fermented at cool temperatures with a German yeast.\r\n\r\nThis tasteful reality Czech is the perfect antidote for the watered-down versions of pilsner clogging America’s shelves. And Mama’s gentle hopping (about 35 IBUs) and low ABV (just 5.3%) mean we’re finally honoring consumer requests for a delicious but less-challenging beer. (Hey, we like a good low-dose session beer, too.) Look for our Gold Metal Winner on US shelves in March.\r\n\r\nSadly, the Feds rejected our “Take Two and Call Us in the Morning” line on the can."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,32,1
+labatt_ontario_breweries-genuine_lager,0,0,244744060931,"{""name"":""Genuine Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally introduced in 1992, Genuine Lager has evolved into a truly definitive Canadian Lager. Balancing a blend of quality aromatic and bittering hops with its medium body, Genuine Lager is a smooth, refreshing and easy-drinking beer with a subtle hop aroma and a hint of malty sweetness."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,24,1
+industrias_la_constancia_ilc-premier,0,0,244744454145,"{""name"":""Premier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""industrias_la_constancia_ilc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+carlsberg_sverige_ab-falcon_lagrad_gammelbrygd,0,0,244482834432,"{""name"":""Falcon Lagrad Gammelbrygd"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlsberg_sverige_ab"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,21,1
+big_boss_brewing_company-angry_angel,0,0,244366049281,"{""name"":""Angry Angel"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_boss_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Kölsch is a refreshingly pale German style Ale. It is cold fermented and cold conditioned to achieve a beautiful balance between biscuit malt flavors and floral hop notes. It is light bodied and finishes somewhat dry to enhance it's easy drinking nature.""}",1,23,1
+frederic_robinson_ltd-double_hop_premium_ale,0,0,244617773058,"{""name"":""Double Hop Premium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frederic_robinson_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+standing_stone_brewing_company-standing_stone_amber_ale,0,0,245120565248,"{""name"":""Standing Stone Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A light copper-colored ale with moderate hoppiness which exhibits a spicy hint of fruit, notable maltiness and a medium body."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,53,1
+australian_brewing_corporation,0,0,244375748610,"{""name"":""Australian Brewing Corporation"",""city"":""Little River"",""state"":""Victoria"",""code"":""3211"",""country"":""Australia"",""phone"":""+61 (03) 5283 1161"",""website"":""http://www.australianbrewingcorporation.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""229-255 Old Melbourne Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-37.968,""lon"":144.525}}",1,46,1
+heavenly_daze_brewery_and_grill-daze_scottish_ale,0,0,244745043969,"{""name"":""Daze Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+dubuque_brewing_and_bottling-champions_clubhouse_classic,0,0,244615086081,"{""name"":""Champions Clubhouse Classic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dubuque_brewing_and_bottling"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,20,1
+red_lodge_ales-bent_nail_ipa,0,0,245006532611,"{""name"":""Bent Nail IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_lodge_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,63,1
+budjovick_budvar,0,0,244483096578,"{""name"":""Budjovick Budvar"",""city"":""esk Budjovice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-387-705-111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Karoliny Svtl 4""]}",1,22,1
+penn_brewery,0,0,244993556480,"{""name"":""Penn Brewery"",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":""15212"",""country"":""United States"",""phone"":""412-237-9400"",""website"":""http://www.pennbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Pennsylvania Brewing Company, founded in 1986 by Tom Pastorius to brew authentic German beers, was the first craft brewer in Pennsylvania and a pioneer in the microbrewery movement. The brewery and its restaurant are located in the former Eberhardt and Ober Brewery in the historic Deutschtown section of Pittsburgh's North Side, where beer has been made since 1848. The buildings are listed on the National Register of Historic Sites. Penn Brewery is an authentic German brewery in every detail; from its solid copper brewhouse imported from Germany, fermentation and aging tanks, filtration equipment, kegging and bottling equipment to its imported ingredients, recipes, methods and German brewmaster. All beers are made in accordance with the German beer purity law called the Reinheitsgebot which means that only the four classic ingredients are used in our beer: malted barley (and/or wheat), hops, water and yeast. Adjuncts such as corn and rice are never used. Preservatives and stabilizers are never used. High gravity brewing is never done. Just real, honest, all natural beer made the way it's made in Germany!"",""address"":[""800 Vinial St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4569,""lon"":-79.9915}}",1,32,1
+alaskan_brewing,0,0,244376076288,"{""name"":""Alaskan Brewing"",""city"":""Juneau"",""state"":""Alaska"",""code"":""99801"",""country"":""United States"",""phone"":""1-907-780-5866"",""website"":""http://www.alaskanbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The popularity of our beers has led to heroic efforts to keep up with the demand. We claim the unofficial record for production on a 10 barrel brewing system, with a whopping 42 batches in a single week. The addition of a new, 100-barrel brewhouse in 1995, and a Sankey-type keg system installed the following year, finally made it possible for us to serve the entire Pacific Northwest and later the Desert Southwest.  Brewing beer in Alaska isn't easy. In the coastal community of Juneau, without road connections to the lower 48 states, everything arrives and leaves by water or air, and the weather always has the last word.  We have learned to coordinate shipments for barges that couldn't dock in high winds, ferries that broke down, airplanes that overheaded, and trucks delayed by spring thaws that turned the roads to mush. We learned which suppliers were willing to airlift supplies and spare parts on short notice (at $1 per pound). We mastered wiring, plumbing, waste disposal and air quality control. We discovered that, if you had to, you could pour concrete in January by thawing the ground with heaters. Ah, but it all seems worthwhile if you can go home to a dinner of king crab or fresh halibut."",""address"":[""5429 Shaune Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":58.3573,""lon"":-134.49}}",1,47,1
+lancaster_brewing_co-shoo_fly_porter,0,0,244744126464,"{""name"":""Shoo-Fly Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Lancaster Brewing Company’s newest release is their limited series of Shoo-Fly Porter. From the heart of Pennsylvania Dutch Country comes a delicious porter made with Lancaster County molasses, eight different malts and grains, and four different styles of hops. This beer has a deep, rich, brown color, medium to full body, and finishes with a smooth mouth feel."",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+ithaca_beer_company-cascazilla,0,0,244744454146,"{""name"":""Cascazilla"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The name CascaZilla is a play on both the name of our local Cascadilla Gorge and the monster amounts of Cascade hops in this beer. This red ale gets its distinctive color from a healthy portion of caramel malt, which also lends some body and sweetness to the beer. The predominant flavor and aroma of this beer, however, is brought to you by the fresh American hops. If you haven't done so yet, treat yourself to Ithaca Beer's new monstrously hoppy Red Ale."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+cervejaria_sudbrack-eisenbahn_dourada,0,0,244482834433,"{""name"":""Eisenbahn Dourada"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_sudbrack"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+big_horn_brewing_the_ram_2,0,0,244366114816,"{""name"":""Big Horn Brewing @ The RAM 2"",""city"":""Wheeling"",""state"":""Illinois"",""code"":""60090"",""country"":""United States"",""phone"":""1-847-520-1222"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""700 North Milwaukee Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1511,""lon"":-87.9144}}",1,23,1
+front_street_brewery-cherry_ale,0,0,244617838592,"{""name"":""Cherry Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""front_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,26,1
+standing_stone_brewing_company-standing_stone_hefeweizen,0,0,245120565249,"{""name"":""Standing Stone Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This unfiltered wheat ale has very low bitterness.  A Bavarian hefeweizen yeast is used which imparts a banana and clove aroma."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,53,1
+ballast_point_brewing-big_eye_ipa,0,0,244375814144,"{""name"":""Big Eye IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""ndia Pale Ale is a style of beer that was developed in England during the period of the British Empire. It is derived from bitter ales but contains even more alcohol and hops. This helped preserve the beer on its long sea journey around Cape Hope to India.\r\n\r\nBritish troops returning from India brought their love of this beer back with them so breweries began brewing it for the home market as well. Sadly, the style had mostly died out in England by the late twentieth century.\r\n\r\nAmerican home brewers began to brew I.P.A. because of their love for the intense hoppiness of the style. In time American I.P.A.s became much more aggressively bitter and hoppy than their historical predecessors.\r\n\r\nBig Eye I.P.A. is our version of this wonderful style.  American Centennial hops are  used exclusively to bitter, flavor, finish, and dry hop the Big Eye. Its full hop flavor is guaranteed to please the palate of the true hop head."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,46,1
+heineken_switzerland-original_ittinger_klosterbrau,0,0,244745043970,"{""name"":""Original Ittinger Klosterbräu"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_switzerland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+dunedin_brewery,0,0,244615151616,"{""name"":""Dunedin Brewery"",""city"":""Dunedin"",""state"":"""",""code"":""34698"",""country"":""United States"",""phone"":""727 736 0606"",""website"":""http://www.dunedinbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""From their webpage - Fermenting since 1996 and still going strong, we handcraft all of our ales for your enjoyment from our Piper's Pale Ale to our Apricot Wheat. Located on the west coast of Florida in the Scottish heritage town of Dunedin, Florida we work hard to produce quality ales for our thirsty friends all over Florida. With 9 ales brewed year round and 5 or more seasonal offerings throughout the year there is sure to be be an ale to fit your taste!"",""address"":[""937 Douglas Ave""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":28.014,""lon"":-82.7876}}",1,20,1
+redhook_ale_brewery-blonde_ale,0,0,245006598144,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+caledonian_brewing-golden_promise_traditional_scottish_ale,0,0,244483162112,"{""name"":""Golden Promise Traditional Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caledonian_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+port_brewing_company,0,0,244993556481,"{""name"":""Port Brewing Company"",""city"":""San Marcos"",""state"":""California"",""code"":""92069"",""country"":""United States"",""phone"":""(760) 891-0272"",""website"":""http://www.portbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We officially opened on May 5th 2006. Now we will be able to make up to 5000 barrels of beer enabling you more chances to drink your favorite Port Brewed beers at home and around town. More impressive is our oak barrel room where we age our barrel aged specialty beers. Come check out our tasting bar on Fridays and Saturdays where you can get bottles, jugs & merchandise to go while you sample what we've been brewing!"",""address"":[""155 Mata Way Suite 104""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.1406,""lon"":-117.15}}",1,32,1
+ali_i_brewing-pau_hana_porter,0,0,244376076289,"{""name"":""Pau Hana Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,47,1
+little_creatures_brewery,0,0,244867072000,"{""name"":""Little Creatures Brewery"",""city"":""Fremantle"",""state"":""WA"",""code"":""6160"",""country"":""Australia"",""phone"":""+61 8 9430 5155"",""website"":""http://www.littlecreatures.com.au/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""40 Mews Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-32.0597,""lon"":115.745}}",1,24,1
+ithaca_beer_company-pale_ale,0,0,244744519680,"{""name"":""Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Made with generous amounts of west coast hops, our Pale Ale boasts a fragrant aroma and a pleasant hop bite. It has a deep golden color, and nicely balances the bitterness of the hops with the sweetness of the malt. Whether you know hops or not, our Pale Ale will appeal to all those looking for a refreshing, well balanced ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+charles_wells_ltd,0,0,244482834434,"{""name"":""Charles Wells Ltd."",""city"":""Bedford"",""state"":""Bedford"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01234)-272766"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Havelock Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":52.1321,""lon"":-0.4815}}",1,21,1
+brasserie_d_ecaussinnes-ultra_ambree,0,0,244366114817,"{""name"":""Ultra Ambrée"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_ecaussinnes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+goose_island_beer_company_clybourn-smooth_india_pale_ale,0,0,244617838593,"{""name"":""Smooth India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+standing_stone_brewing_company-standing_stone_saison,0,0,245120565250,"{""name"":""Standing Stone Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian \""seasonal\"" ale brewed during winter for the spring and summer months.  This is a crisp, refreshing beer with hints of spice and fruit."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,53,1
+bass_brewers-ale,0,0,244375814145,"{""name"":""Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bass_brewers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+highland_brewing_company-gaelic_ale,0,0,244745109504,"{""name"":""Gaelic Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep amber colored American ale, featuring a rich malty body. Cascade and Willamette hops add a complex hop flavor and aroma. This ale is exceptionally balanced between malty sweetness and delicate hop bitterness.\r\n\r\nIBU: 32\r\nAlcohol content: 5.8% by volume\r\nHops: Chinook, Willamette and Cascade\r\n\r\nCalories per 12 oz. 172.5\r\nCarbs per 12 oz. 17.86"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,27,1
+egan_brewing-rye_i_oughta,0,0,244615151617,"{""name"":""Rye I Oughta...!"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+ridgeway_brewing-seriously_bad_elf,0,0,245006598145,"{""name"":""Seriously Bad Elf"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+capital_brewery-capital_rustic_ale,0,0,244483162113,"{""name"":""Capital Rustic Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+port_washington_brewing-pier_96_lager,0,0,244993622016,"{""name"":""Pier 96 Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_washington_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+america_s_brewing-hemp_ale,0,0,244376141824,"{""name"":""Hemp Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+long_trail_brewing_co-belgian_white,0,0,244867137536,"{""name"":""Belgian White"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Belgian White Ale is modeled after the original Belgian Witbiers brewed in monasteries during the early 14th century. The soft notes of citrus and spice are topped with a light, fluffy head that finishes clean and crisp. This all natural ale is our latest seasonal brew, perfect for lounging lake-side or celebrating at trail's end."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,24,1
+jack_russell_brewing,0,0,244744519681,"{""name"":""Jack Russell Brewing"",""city"":""Camino"",""state"":""California"",""code"":""95709"",""country"":""United States"",""phone"":""1-877-457-2725"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2380 Larsen Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.7563,""lon"":-120.679}}",1,25,1
+coach_s_norman,0,0,244482899968,"{""name"":""Coach's Norman"",""city"":""Norman"",""state"":""Oklahoma"",""code"":""73069"",""country"":""United States"",""phone"":""1-405-360-5726"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""102 West Main""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.2205,""lon"":-97.4439}}",1,21,1
+brauerei_aying_franz_inselkammer_kg-oktober_fest_marzen,0,0,244483293184,"{""name"":""Oktober Fest - Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,23,1
+goose_island_beer_company_fulton_street-oktoberfest,0,0,244617838594,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,26,1
+steamworks-heroica_oatmeal_stout,0,0,245120565251,"{""name"":""Heroica Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""There are some things in life that require a certain sense of bravado: these might include ordering a quadruple espresso, deciding to sleep without a nightlight, or choosing to live in a region of the continent that is gradually sinking into the Pacific Ocean. If you're no longer scared of the dark, then there's no reason to be afraid of our stout. A generous portion of rolled oats and lots of black roasted barley give this beer a warm, roasted nose, and a distinct dryness that succumbs to waves of lingering satisfaction."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,53,1
+bbc_brewing_co_llc-hoppy_hefe,0,0,244375814146,"{""name"":""Hoppy Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""It is a nice example of a Hefeweizen."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+hoppin_frog_brewery-frog_s_hollow_double_pumpkin_ale,0,0,244745109505,"{""name"":""Frog's Hollow Double Pumpkin Ale"",""abv"":8.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""There's a Place just south they call Frog's Hollow, with cauldrons afire in Fall, and they only speak in whispers of the name. There's a brewery they say who has the secret, of spices picked just right. With a crying shout, they'll knock it out, and hand you this Frog's delight."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,27,1
+elysian_brewery_public_house-bifrost_winter_ale,0,0,244615151618,"{""name"":""BiFröst Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+rock_bottom_restaurant_brewery_denver,0,0,245006598146,"{""name"":""Rock Bottom Restaurant & Brewery - Denver"",""city"":""Denver"",""state"":""Colorado"",""code"":""80202"",""country"":""United States"",""phone"":""1-303-534-7616"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1001 16th Street #A-100""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.7472,""lon"":-104.995}}",1,63,1
+celis_brewery-pale_rider,0,0,244483227648,"{""name"":""Pale Rider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""celis_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-weisse_hefe_weizen,0,0,244993622017,"{""name"":""Weisse Hefe-Weizen"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,32,1
+anchor_brewing-old_foghorn_2006,0,0,244376141825,"{""name"":""Old Foghorn 2006"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+magic_hat-odd_notion_summer_08,0,0,244867203072,"{""name"":""Odd Notion Summer 08"",""abv"":3.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""A stupendous Midland Mild Ale whose epic malt infused acts of sweet caramel sensations leave all who pour it speechless.  Its roasted notes of sun soaked grain are appearing in the Summer Variety Show in a not to be missed engagement.  Brewed with Belgian Candi Sugar.""}",1,24,1
+jolly_pumpkin_artisan_ales-bam_noire,0,0,244744519682,"{""name"":""Bam Noire"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark, smooth, delicious.  Aromas of worn leather and cool autumn nights. Notes of sweet plum and toasted raisin, hints of coffee and cacao. Lingering tart and refreshing finish.  Only available for a few short months.  Not to be missed."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,25,1
+cold_spring_brewing,0,0,244482899969,"{""name"":""Cold Spring Brewing"",""city"":""Cold Spring"",""state"":""Minnesota"",""code"":""56320"",""country"":""United States"",""phone"":""1-320-685-8686"",""website"":""http://www.coldspringbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Cold Spring Brewery in Cold Spring is on the original Red River trail. Used by the pioneering trail blazers, trappers and settlers to replenish water supplies from the pure cold spring which the town is named today. The spring is one of the purest sources of water in North America.  The spring comes from an underground prehistoric glacial lake filtered through granite over hundreds of years. There are certain pure elements in the water that are absolutely perfect for brewing world class beers.  The brewery has been modernized and rebuilt over the past several years, and is now a state-of-the-art brewery and beverage product development and production facility."",""address"":[""219 Red River Avenue North""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.4582,""lon"":-94.4291}}",1,21,1
+brauerei_schwelm-pils,0,0,244483358720,"{""name"":""Pils"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_schwelm"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+gordon_biersch_brewing-blonde_bock,0,0,244617904128,"{""name"":""Blonde Bock"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,26,1
+steamworks-pilsner,0,0,245120565252,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Pilsner is a true beer drinker's beer inspired by the first golden lagers brewed in the Czech town of Pilsn. This full-bodied lager is hopped with copious amounts of Sterling hops, lending it a refreshing, citrusy finish."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,53,1
+bell_s_brewery_inc-special_double_cream_stout,0,0,244375879680,"{""name"":""Special Double Cream Stout"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Sweeter and smoother than Kalamazoo Stout. A beer for special winter occasions. Great with chocolate desserts."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,46,1
+issaquah_brewhouse-farm_frog,0,0,244745109506,"{""name"":""Farm Frog"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""issaquah_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+emery_pub-amber,0,0,244615217152,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emery_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+rock_bottom_restaurant_brewery_minneapolis-st_paul_pilsner,0,0,245006663680,"{""name"":""St. Paul Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+city_brewing_company_llc-lager_beer,0,0,244483227649,"{""name"":""Lager Beer"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""city_brewing_company_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+reaperale-mortality_stout,0,0,244993687552,"{""name"":""Mortality Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""reaperale"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+appalachian_brewing_company-dom_blonde_kolsch,0,0,244376141826,"{""name"":""Dom Blonde Kölsch"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The first in a series of two new specialty beers coming this year! This Kölsch-styled ale is clean, crisp, and delicately balanced. It has very subtle pear flavors and aromas. The subdued maltiness leads to a pleasantly refreshing finish. A fantastic summer brew!\r\n\r\nThe Kölner Dom (Cologne Cathedral), is one of the best-known architectural monuments in Germany and has been Cologne's most famous landmark since its completion in the late 19th century. True Kölsch can only be brewed if the brewery has a view of this famous cathedral, thus its’ appearance on our tap markers.""}",1,47,1
+marin_brewing-point_reyes_porter,0,0,244867203073,"{""name"":""Point Reyes Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+jt_whitney_s_brewpub_and_eatery-raspy_raspberry_weiss,0,0,244744519683,"{""name"":""Raspy Raspberry Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,25,1
+courage_brewery,0,0,244482899970,"{""name"":""Courage Brewery"",""city"":""Tadcaster"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01937)-832091"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Tadcaster LS24 9SA""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.8846,""lon"":-1.2652}}",1,21,1
+brouwerij_bavik_de_brabandere-petrus_oud_bruin,0,0,244483358721,"{""name"":""Petrus Oud Bruin"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+grupo_modelo-corona_extra,0,0,244744585216,"{""name"":""Corona Extra"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grupo_modelo"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+sturgeon_bay_brewing-last_stop_stout,0,0,245120630784,"{""name"":""Last Stop Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sturgeon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,53,1
+bierbrouwerij_de_koningshoeven-tilburg_s_dutch_brown_ale,0,0,244375879681,"{""name"":""Tilburg's Dutch Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,46,1
+jacob_leinenkugel_brewing_company-leinenkugel_s_berry_weiss,0,0,244745175040,"{""name"":""Leinenkugel's Berry Weiss"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,27,1
+f_x_matt_brewing-saranac_bock,0,0,244615217153,"{""name"":""Saranac Bock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Bock is not from the bottom of the barrel! It is a rich malty beer brewed with traditional German ingredients and aged for months to give it a smooth malty character. Look for a rich full-bodied beer."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,20,1
+rogue_ales-kells_irish_style_lager,0,0,245006663681,"{""name"":""Kells Irish Style Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1998 the McAleese Brothers, owners of Kells Irish Pubs in Portland, OR, Seattle, WA, and San Francisco, CA, wanted to make an American beer that would float Guinness. \r\n\r\nGerard and Patrick McAleese asked John Maier to create a beer with a green apple bite flavor profile. It took four batches to get it just right. John used acidulated malts imported from Europe to get the crisp, lemony/apple flavor the McAleese Brothers wanted. The bottle label reflects the McAleese family heritage, puctures the Kells Irish Pub logo, and a traditional Irish flutist. \r\n\r\nThe first Kells Irish Pub opened in Seattle in October 1983 in Post Alley, above the historic Pike Place Market. The restaurant will remind you of the Old Country with its warm, cozy atmosphere and traditional surroundings. Theres also a patio outside thats a great place to feel the breeze from the Puget Sound and the buzz from the Market. Kells has Seattles largest selection of Single Malt Scotch. \r\n\r\nThe Kells Irish Pub in Portland is a local landmark and has been named the #1 Irish Entertainment venue in America. Sit by the fire, belly up to the bar, check out the cigar room, and dont miss the St. Patricks Day Festival, the largest Irish Fest in Oregon. \r\n\r\nThe Pub in San Francisco is next to the historic North Beach neighborhood and reflects the Old World charm and hospitality the McAleese family brought with them from Ireland. \r\n\r\nKells Irish Lager has won world-wide acclaim by winning 8 medals from the World Beer Championship and a Gold Medal at the Australian International Beer Awards. \r\n\r\nKells Irish Lager is brewed with 7 ingredients: Great Western Pale, Crystal, Wheat and Acidulated Malts; Sterling Hops; Free Range COastal Water and Czech Pilsner Yeast."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+clner_hofbrau_frh-kolsch,0,0,244483227650,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clner_hofbrau_frh"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+richbrau_brewing_company-old_nick_pale_ale,0,0,244993687553,"{""name"":""Old Nick Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our pale ale is located toward the lighter side of the beer spectrum and we hope it will serve as a stepping stone into the more flavorful world of craft beer. Amber, caramel, fruity, hoppy and bitter."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+arcadia_brewing,0,0,244376207360,"{""name"":""Arcadia Brewing"",""city"":""Battle Creek"",""state"":""Michigan"",""code"":""49017"",""country"":""United States"",""phone"":""1-269-963-9690"",""website"":""http://www.arcadiaales.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""103 West Michigan Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.322,""lon"":-85.1851}}",1,47,1
+mckenzie_brew_house-light_lager,0,0,244867203074,"{""name"":""Light Lager"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,24,1
+karl_strauss_brewery_gardens_sorrento_mesa-downtown_after_dark,0,0,244744585216,"{""name"":""Downtown After Dark"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+crescent_city_brewhouse-weiss_beer,0,0,244482899971,"{""name"":""Weiss Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crescent_city_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,21,1
+brouwerij_de_landtsheer-malheur_10,0,0,244483424256,"{""name"":""Malheur 10"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_landtsheer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+harpoon_brewery_boston-harpoon_winter_warmer,0,0,244744650752,"{""name"":""Harpoon Winter Warmer"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""Winter Warmer was Harpoon’s first seasonal beer.  It was designed to be enjoyed during the holiday season. \r\n\r\nWhen you bring a glass of this dark copper ale to your lips to take your first sip you will notice the aroma of cinnamon.  There is no aromatic hop added that might overpower the distinct spice scent.  The medium body of this beer is formed from caramel and pale malts.  These create enough body to support the spices without making the beer excessively rich.  Bittering hops are added to counter the sweetness of the malt and spice.  The finish of the beer is a blend of cinnamon and nutmeg.  The combination of these two spices results in a balanced, pumpkin-pie flavor. \r\n\r\nThe overall character is a smooth, medium bodied ale spiced with cinnamon and nutmeg"",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,26,1
+alaskan_brewing-alaskan_smoked_porter,0,0,244375027712,"{""name"":""Alaskan Smoked Porter"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Smoked Beer. Known as \""rauchbier\"" in Germany, smoke-flavored beers were virtually unknown in the U.S. until Alaskan Smoked Porter was developed in 1988.\r\n\r\nThe dark, robust body and pronounced smoky flavor of this limited edition beer make it an adventuresome taste experience. Alaskan Smoked porter is produced in limited \""vintages\"" each year and unlike most beers, may be aged in the bottle much like fine wine.\r\n\r\nWater, five types of malt, 2 varieties of hops and yeast with no adjuncts, no preservatives and no pasteurization. Our glacier-fed water originates in the 1,500 square-mile Juneau Ice Field. Prior to brewing, selected malts are smoked in small batches under carefully controlled conditions in a commercial food smoker using local alder wood."",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+tempo,0,0,245120630785,"{""name"":""Tempo"",""city"":"""",""state"":"""",""code"":"""",""country"":""Israel"",""phone"":"""",""website"":""http://www.tempo.co.il/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,53,1
+bison_brewing-red_oak_ale,0,0,244375879682,"{""name"":""Red Oak Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+jasper_ridge_brewery-red_earth_pale_ale,0,0,244745240576,"{""name"":""Red Earth Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jasper_ridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+flossmoor_station_brewery-imperial_eclipse_stout,0,0,244615217154,"{""name"":""Imperial Eclipse Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+roost_brewery-esb,0,0,245006729216,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roost_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+cold_spring_brewing-hefe_weiss,0,0,244483227651,"{""name"":""Hefe Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cold_spring_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+ridgeway_brewing-ivanhoe,0,0,244993687554,"{""name"":""Ivanhoe"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+avery_brewing_company-dugana_ipa,0,0,244376207361,"{""name"":""DuganA IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Lupulin Rapture Incarnate! As fervent  devotees of hops, we found ourselves on a quest to create a transcendental IPA capable of quenching our voracious lupulin desires. Our mantra became \""unity of bitterness, hop flavor and aroma.\"" Enlightened, duganA IPA was born: A brutally bitter, dank, piney and resinous ale designed for those seeking a divine hop experience."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,47,1
+midnight_sun_brewing_co-arctic_rhino_coffee_porter,0,0,244867268608,"{""name"":""Arctic Rhino Coffee Porter"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Inspired by local artist & roaster Michael Allen's eccentricly-named blend of coffee beans, Midnight Sun's brewers designed a beer recipe and infusion process that perfectly captures the alluring aroma, satisfying flavor and curious legend of Allen's Arctic Rhino Coffee. \r\n\r\nArctic Rhino Coffee Porter combines two quintessential Pacific Northwest favorites: coffee and ale. The result is wonderfully romantic and robust--a duel-fueled porter that melds charismatic dark malt with freshly roasted coffee beans. The (un)rest is up to you."",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+lakefront_brewery-riverwest_stein_beer,0,0,244744585217,"{""name"":""Riverwest Stein Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Delicious"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+dick_s_brewing-barley_wine_ale,0,0,244615282688,"{""name"":""Barley Wine Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+brouwerij_duvel_moortgat,0,0,244483424257,"{""name"":""Brouwerij Duvel Moortgat"",""city"":""Breendonk"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""oday, the Duvel Moortgat group, founded in 1871, is an independent producer of authentic speciality beers and premium brands. Around the world, the group is considered to be the leading producer of blond, bottle conditioned, high fermentation beers, a dominant position owed largely to the success of its best-selling product Duvel. A niche player, Duvel Moortgat occupies a leading position in the strategic segments of speciality beers and premium brands like Duvel, Maredsous, Bel Pils and Vedett. The group markets Steendonk white beer in a joint venture with the Palm brewery. Duvel Moortgat has also entered the market of natural fruit juices with a 70% participation in the quality juice producer Freya. Today, the group's beers are exported to over 40 countries. Duvel Moortgat has also taken a firm foothold in Central Europe, thanks to a 50% participation in the Czech Bernard brewery, renowned for its premium Pilsners. The group has launched itself into the market of artisan premium beers through the acquisition of the American Ommegang brewery. Duvel Moortgat has also been listed on the Brussels Euronext stock exchange since 1999."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.2206,""lon"":4.3997}}",1,23,1
+hida_takayama_brewing_agricultural_company,0,0,244744650753,"{""name"":""Hida Takayama Brewing Agricultural Company"",""city"":""Takayama"",""state"":""Chubu"",""code"":"""",""country"":""Japan"",""phone"":""81-0577-35-0365"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""999 Matsumoto-cho""]}",1,26,1
+allagash_brewing-double_ale,0,0,244375093248,"{""name"":""Double Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+titletown_brewing-toasted_oats_molasses_brown_ale,0,0,245120630786,"{""name"":""Toasted Oats & Molasses Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,53,1
+boston_beer_company-samuel_adams_coastal_wheat,0,0,244375945216,"{""name"":""Samuel Adams Coastal Wheat"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""For our take on the classic hefeweizen style our search for unique ingredients led us to the Eureka and Lisbon varieties of lemon grown in three different regions of California.  These particular lemons added the perfect balance of citrus tartness and sweetness to accent the taste of the beer.  The spiciness of the Hallertau Mittelfruh and Spalt Spalter hops balance out the slightly sweet character of our brewery’s own signature wheat malt, resulting in a crisp and refreshing wheat beer with a subtle lemon aroma and flavor."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+jobber_s_canyon_restaurant_brewery-porter,0,0,244745240577,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jobber_s_canyon_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,27,1
+fuller_smith_turner_pbc-1845_celebration_ale,0,0,244615217155,"{""name"":""1845 Celebration Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+russian_river_brewing-pliny_the_elder,0,0,245006729217,"{""name"":""Pliny the Elder"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A true leader in the hop-wars of the west coast, Pliny the Elder hits you over the head with hoppy bitterness and manages to smooth the rough edges out enough to become an enjoyable brew."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,63,1
+crane_river_brewpub_and_cafe-carhenge_wheat,0,0,244483293184,"{""name"":""Carhenge Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+rio_salado_brewing,0,0,244993687555,"{""name"":""Rio Salado Brewing"",""city"":""Tempe"",""state"":""Arizona"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.4148,""lon"":-111.909}}",1,32,1
+bavarian_barbarian_brewing_company-2x4_india_pale_ale,0,0,244376207362,"{""name"":""2x4 India Pale Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavarian_barbarian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""2x4 India Pale Ale (7% ABV, 65 IBUs) sports Columbus, Nugget and Amarillo hops for a spicy, citrusy blend in both flavor and aroma.  Backed by golden pale malts and a kick from flaked rye, the hops are pleasantly robust with just the right touch of bitterness at the end."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,47,1
+miller_brewing-milwaukees_best,0,0,244867268609,"{""name"":""Milwaukees Best"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,24,1
+marin_brewing-triple_dipsea_belgian,0,0,244867530752,"{""name"":""Triple Dipsea Belgian"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+dick_s_brewing-ipa,0,0,244615348224,"{""name"":""IPA"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,21,1
+brouwerij_st_bernardus-grotten_flemish_ale,0,0,244483489792,"{""name"":""Grotten Flemish Ale"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,23,1
+highland_brewing_company-black_mountain_bitter,0,0,244744716288,"{""name"":""Black Mountain Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A style of Pale Ale, Black Mountain Bitter will be lightly hopped with traditional British hop varieties to balance the malt sweetness yet encourage it to tend toward the dry side. We recently received our organic certification from Clemson University after undergoing a rigid inspection and two-month compliance process. Although this represents a big step for Highland, the idea of an all organic product is consistent with our corporate ethos and embrace of natural traditional brewing methods."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,26,1
+amherst_brewing_company-two_sisters_imperial_stout,0,0,244375158784,"{""name"":""Two Sisters Imperial Stout"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark, rich, hearty, smooth and chocolaty. The two siloettes on the logo are Marina and Kshusha adopted from Russia by Amherst Brewing Company's owners, John and Terrie."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,44,1
+traquair_house_brewery-jacobite_ale,0,0,245120630787,"{""name"":""Jacobite Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""traquair_house_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+boston_beer_company-samuel_adams_octoberfest,0,0,244375945217,"{""name"":""Samuel Adams OctoberFest"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The first thing you notice when pouring a glass of this seasonal beer is the color. Samuel Adams® Octoberfest has a rich, deep golden amber hue which itself is reflective of the season. Samuel Adams® Octoberfest is a malt lover's dream, masterfully blending together five roasts of barley to create a delicious harmony of sweet flavors including caramel and toffee. The beer is kept from being overly sweet by the elegant bitterness imparted by the German Noble hops. Samuel Adams® Octoberfest provides a wonderful transition from the lighter beers of summer to the winter's heartier brews."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,46,1
+kross_brewing-brueghel_blonde,0,0,244745240578,"{""name"":""Brueghel Blonde"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kross_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,27,1
+goose_island_beer_company_clybourn-barleywine,0,0,244615282688,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+smuttynose_brewing_co-old_brown_dog_ale,0,0,245123973120,"{""name"":""Old Brown Dog Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Old Brown Dog has been cited as a classic example of the “American Brown Ale” style of beer. Compared to a typical English Brown Ale, Old Brown Dog is fuller-bodied and more strongly hopped.\r\n\r\nOld Brown Dog has been around for many years. It was first brewed in 1988 at the Northampton Brewery. In 1989 it won a silver medal in its category (American Brown Ale) at the Great American Beer Festival in Denver."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,63,1
+amicas_pizza_microbrews_and_more-loyal_duke_scotch_ale,0,0,244376272896,"{""name"":""Loyal Duke Scotch Ale"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amicas_pizza_microbrews_and_more"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,48,1
+de_proef_brouwerij-flemish_primitive_wild_ale_demon_fish,0,0,244615741440,"{""name"":""Flemish Primitive Wild Ale (Demon Fish)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+salopian_brewery-entire_butt_english_porter,0,0,244993753088,"{""name"":""Entire Butt English Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""salopian_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,32,1
+beermann_s_beerwerks_brewpub,0,0,244376207363,"{""name"":""Beermann's Beerwerks BrewPub"",""city"":""Lincoln"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.8916,""lon"":-121.293}}",1,47,1
+milwaukee_ale_house-session_ale,0,0,244867268610,"{""name"":""Session Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,24,1
+marzoni_s_brick_oven_brewing_co-highway_22_wheat,0,0,244867596288,"{""name"":""Highway 22 Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Light-Bodied, Pleasantly Tart, American-Style Wheat"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,25,1
+el_ahram_company-stella,0,0,244615348225,"{""name"":""stella"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""el_ahram_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Stella is the most famous brand of beer in Egypt. It has been manufactured in Egypt since the 19th century and so many Egyptian, and actually many experienced travelers, prefer it to any other kind of beer. One will not find a single bar in Egypt that doesn’t sell Stella or even have the Stella logo on the bar or shop. Stella can even be found in many bars in Europe""}",1,21,1
+cambridge_brewing-wheaten_ale,0,0,244483489793,"{""name"":""Wheaten Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cambridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+iron_hill_brewery_newark-pig_iron_porter,0,0,244744781824,"{""name"":""Pig Iron Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_newark"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+appleton_brewing-adler_brau_fox_classic_river_ale,0,0,244375158785,"{""name"":""Adler Bräu Fox Classic River Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+victory_brewing-sunrise_weissbier,0,0,245751480320,"{""name"":""Sunrise Weissbier"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""As invigorating as the morning rays of the summer sun, Sunrise Weissbier satisfies when the heat is on, too. This unfiltered, Bavarian style ale is true to its origins with all ingredients except for the water having been imported from Germany. It remains unfiltered to feature the tangy, fruity flavors of its unique yeast. The imported German malt contributes greatly to add a crisp, citric snap that makes this beer a superb summertime refresher."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,53,1
+boston_beer_works-fenway_american_pale_ale,0,0,244376010752,"{""name"":""Fenway American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+kulmbacher_brauerei_ag-reichelbrau_eisbock,0,0,244745240579,"{""name"":""Reichelbräu Eisbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,27,1
+govnor_s_public_house-shamrock_stout,0,0,244741963776,"{""name"":""Shamrock Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+spaten_franziskaner_brau-franziskaner_hefe_weissbier_hell_franziskaner_club_weiss,0,0,245124038656,"{""name"":""Franziskaner Hefe-Weissbier Hell  / Franziskaner Club-Weiss"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,63,1
+appalachian_brewing_company-celtic_knot_irish_red,0,0,244376338432,"{""name"":""Celtic Knot Irish Red"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This wonderful red ale has a perfect balance of hops and malt.  The clean finish will leave your palate begging for more."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+deschutes_brewery-inversion_ipa,0,0,244615806976,"{""name"":""Inversion IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""After several months of experimentation, energy and obsession, Deschutes Brewery’s brewers have triumphed once again.  Inversion I.P.A.'s trio of American hops delivers an over-the-top nose with hints of orange and grapefruit.  Inversion is then dry-hopped for seven days resulting in an added hoppy kick.  To balance the hop character, Deschutes’ brewers used crystal and caraston malts that weave throughout the beer providing soft, complex caramel flavors. \r\n\r\nJust like clear days up on the mountain, Inversion I.P.A. will deliver a path to higher ground.  Inversion I.P.A. is a phenomenal NW-style I.P.A., beckoning all beer drinkers and enticing I.P.A. lovers to invert their world and find clarity above the routine of the everyday."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,22,1
+sandlot_brewery_at_coors_field-barleywine,0,0,244993818624,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sandlot_brewery_at_coors_field"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+black_toad_brewing_company,0,0,244376207364,"{""name"":""Black Toad Brewing Company"",""city"":""Chicago"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chicago IL 60612""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8817,""lon"":-87.6926}}",1,47,1
+mogollon_brewing_company,0,0,244867334144,"{""name"":""Mogollon Brewing Company"",""city"":""Flagstaff"",""state"":""Arizona"",""code"":""86001"",""country"":""United States"",""phone"":"""",""website"":""http://www.mogbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Mogollon Brewing Company, LLC, and High Spirits Distillery is a small, 20 bbl micro brewery and distillery. Our beers and spirits are hand crafted from the finest ingredients available and we use pure mountain water.  The artwork found on our labels is the embodiment of, and is inspired by, Northern Arizona wildlife.  Mogollon Brewing takes its name from the Mogollon Plateau which sits at 7000 feet above sea level.   We are now located at 4366 Huntington Drive in Flagstaff, AZ.  This is a brand new 4500 square foot building designed and built specifically for brewing beer and distilling spirits."",""address"":[""4366 Huntington Dr""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.2156,""lon"":-111.59}}",1,24,1
+mckenzie_brew_house-abbey_8,0,0,244867596289,"{""name"":""Abbey 8"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+elk_creek_cafe_and_aleworks-brookie_brown_ale,0,0,244615348226,"{""name"":""Brookie Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Proof that all dark beers, like trout, are not created equal. Chocolate and caramel malt flavors are at the heart of this very accessible and drinkable brown ale."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,21,1
+catamount_brewing,0,0,244483489794,"{""name"":""Catamount Brewing"",""city"":""White River Junction"",""state"":""Vermont"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.649,""lon"":-72.3193}}",1,23,1
+iron_springs_pub_brewery-casey_jones_imperial_ipa,0,0,244744781825,"{""name"":""Casey Jones Imperial IPA"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,26,1
+atlanta_brewing_company,0,0,244375158786,"{""name"":""Atlanta Brewing Company"",""city"":""Atlanta"",""state"":""Georgia"",""code"":""30318"",""country"":""United States"",""phone"":""404-355-5558"",""website"":""http://www.atlantabrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2323 Defoor Hills Rd NW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.818,""lon"":-84.4353}}",1,44,1
+water_street_lake_country,0,0,245751480321,"{""name"":""Water Street Lake Country"",""city"":""Delafield"",""state"":""Wisconsin"",""code"":""53018"",""country"":""United States"",""phone"":""1-262-646-7878"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3191 Golf Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0525,""lon"":-88.3663}}",1,53,1
+brasserie_de_blaugies-moneuse_speciale_noel,0,0,244376010753,"{""name"":""Moneuse Speciale Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_blaugies"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+la_jolla_brew_house-wheat,0,0,244745306112,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,27,1
+granville_island_brewing_company-hefeweizen,0,0,244742029312,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,20,1
+st_francis_abbey_brewery-smithwick_s,0,0,245124038657,"{""name"":""Smithwick's"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_francis_abbey_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,63,1
+arcadia_brewing-arcadia_esb,0,0,244376338433,"{""name"":""Arcadia ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+diamond_bear_brewing_co-southern_blonde,0,0,244615872512,"{""name"":""Southern Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_bear_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+schlossbru-weizen,0,0,244993818625,"{""name"":""Weizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlossbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,32,1
+brasserie_brouwerij_cantillon-vigneronne,0,0,244376207365,"{""name"":""Vigneronne"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":""The name Vigneronne Cantillon was given in 1987. This name reminds us that, while it belongs to the beer patrimony, the spontaneous fermentation, the ageing in the barrels for several years and the addition of grapes make it a distant cousin of certain white wines.\r\n\r\nIn spite of its success, the Vigneronne represents less than 5% of the total production of the Cantillon brewery. In order to obtain grapes which are as mature as possible, we buy them at the end of the season. Every year, 1000 kilos of white italian grapes are delivered at the Cantillon brewery in the beginning of October."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,47,1
+moon_river_brewing_company-wild_wacky_wit,0,0,244867334145,"{""name"":""Wild Wacky Wit"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Wit (white) beer is an old style Belgian wheat-ale, spiced with Curacao bitter orange peel and corriander. Light and exotic... A party in your mouth!"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,24,1
+michigan_brewing-celis_white,0,0,244867661824,"{""name"":""Celis White"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional Belgian Whitbierre is the multiple gold medal winning Pierre Celis original. White and cloudy in appearance, brewed with wheat and seasoned with orange peel and coriander. A refreshing unfiltered ale that is both sweet and tart."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,25,1
+f_x_matt_brewing-saranac_scotch_ale,0,0,244615413760,"{""name"":""Saranac Scotch Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Scotch Ale is a full-bodied, malty sweet ale. True to Scottish brewing tradition, this malty flavor and deep copper brown color are a result of Scottish two row malt and roasted barley."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,21,1
+cherryland_brewing-apple_bach,0,0,244483555328,"{""name"":""Apple Bach"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cherryland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,23,1
+iron_springs_pub_brewery-chazz_cat_rye,0,0,244744847360,"{""name"":""Chazz Cat Rye"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+barfer_das_kleine_brauhaus,0,0,244375224320,"{""name"":""Barfer - das kleine Brauhaus"",""city"":""Ulm"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)731-/-6021110"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lautenberg 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3979,""lon"":9.9899}}",1,44,1
+wdi_bru_huus-ur_pils,0,0,245751480322,"{""name"":""Ur-Pils"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,53,1
+brasserie_grain_d_orge-belzebuth,0,0,244493123584,"{""name"":""Belzebuth"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_grain_d_orge"",""updated"":""2010-07-22 20:00:20"",""description"":""Beer of top fermentation, Belzebuth represents the achievement of a more than one hundred year-old know-how, the one of the Brewery Grain d'Orge. Under its copper colour, it hides a strong character for the lovers of sensations. It owes its strength to the subtle mixture of pure malts, hops and yeasts especially selected by our Master-Brewer.\r\n\r\nAt one time this beer was 15%. After the name change it was lowered to 13%."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,46,1
+lancaster_brewing_co-rare_rooster_summer_rye_ale,0,0,244745306113,"{""name"":""Rare Rooster Summer Rye Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Extra Pale Ale with a subtle Rye flavor, this beer Pours a light orange-amber color with a thin light beige head. A refreshing summer beer.\r\n\r\nAvailable at the Brewery from April - September"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+green_bay_brewing-hinterland_weizen_bier,0,0,244742094848,"{""name"":""Hinterland Weizen Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,20,1
+stieglbrauerei_zu_salzburg_gmbh-stiegl_goldbrau,0,0,245124038658,"{""name"":""Stiegl Goldbräu"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""This wonderfully refreshing beer specialty from Stiegl, Austria’s largest privately owned brewery is brewed in strict adherence with the 1516 purity law of only using water, malt and hops. Stiegl-Goldbräu is an Austrian styled beer with its own distinctive Salzburg lager flavor. The 12o original gravity is unparalleled in its even taste and ability to refresh. It is mildly hopped is golden in color has a great head with a superb finish. Stiegl-Goldbräu is considered by many connoisseurs to be the world’s finest beer."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,63,1
+arthur_guinness_son-harp_lager,0,0,244376403968,"{""name"":""Harp Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arthur_guinness_son"",""updated"":""2010-07-22 20:00:20"",""description"":""The best selling premium irish import lager in the world today.  This rich, golden pilsner style lager, with a smooth, refreshing hoppy taste, is brewed the irish way, using only the finest barley and pure spring water from the Cooley Mountains of Dundalk, Ireland."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+diebels_privatbrauerei,0,0,244615872513,"{""name"":""Diebels Privatbrauerei"",""city"":""Issum"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2835-/-30-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brauerei-Diebels-Strae 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.5331,""lon"":6.4213}}",1,22,1
+sherlock_s_home-gold_crown_lager,0,0,244993818626,"{""name"":""Gold Crown Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sherlock_s_home"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brasserie_de_silly-la_divine_tripel_amber,0,0,244376272896,"{""name"":""La Divine Tripel Amber"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+new_belgium_brewing-new_belgium_trippel_belgian_style_ale,0,0,244867334146,"{""name"":""New Belgium Trippel Belgian Style Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Trippel Belgian Style Ale (pronounced triple) opens with a bold blast of hops that slowly gives way to the fruity esters implied by our Belgian yeast strain. The Three Graces hand-painted on the label are Zeus’s daughters Aglaia (splendor), Euphrosyne (mirth) and Thalia (good cheer). In the Belgian tradition of brewing singles, doubles and triples, Trippel is the strongest with the longest fermentation. Remarkably smooth and complex, our bottle-conditioned Trippel is spiced with a trace of coriander."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,24,1
+mudshark_brewing-full_moon_belgian_white_ale,0,0,244867661825,"{""name"":""Full Moon Belgian White Ale"",""abv"":7.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mudshark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgium Wheat Ale, Spiced With Orange Reel & Coriander, Strong & Smooth"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,25,1
+fish_brewing_company_fish_tail_brewpub-whistling_pig_hefeweizen,0,0,244615413761,"{""name"":""Whistling Pig Hefeweizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+coast_range_brewing,0,0,244483555329,"{""name"":""Coast Range Brewing"",""city"":""Gilroy"",""state"":""California"",""code"":""95020"",""country"":""United States"",""phone"":""1-408-842-1000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7050 Monterey Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.0013,""lon"":-121.566}}",1,23,1
+klosterbrauerei_weltenburg-barock_dunkel,0,0,244744847361,"{""name"":""Barock-Dunkel"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_weltenburg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+barley_john_s_brewpub-dark_knight,0,0,244375224321,"{""name"":""Dark Knight"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+widmer_brothers_brewing,0,0,245751545856,"{""name"":""Widmer Brothers Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97227"",""country"":""United States"",""phone"":""1-503-281-2437"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""929 North Russell Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5408,""lon"":-122.676}}",1,53,1
+brauerei_spezial-rauchbier_weissbier,0,0,244493123585,"{""name"":""Rauchbier Weissbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_spezial"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+left_coast_brewing-pale,0,0,244745371648,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+hansa_bryggeri-fatol,0,0,244742094849,"{""name"":""Fatøl"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hansa_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+stone_brewing_co-ruination_ipa,0,0,245124038659,"{""name"":""Ruination IPA"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,63,1
+barley_island_brewing-whose_ear_red_ale,0,0,244376403969,"{""name"":""Whose Ear? Red Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+dix_barbecue_brewery-tropical_lager,0,0,244615872514,"{""name"":""Tropical Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+sierra_nevada_brewing_co-celebration_ale,0,0,244993884160,"{""name"":""Celebration Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nThe long, cold nights of winter are a little brighter with Celebration® Ale. Wonderfully robust and rich, Celebration® Ale is dry-hopped for a lively, intense aroma. Brewed especially for the holidays, it is perfect for a festive gathering or for a quiet evening at home. \r\n\r\n"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,32,1
+amherst_brewing_company-massatucky_brown,0,0,244374306816,"{""name"":""Massatucky Brown"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Light brown medium bodied ale. Smooth, malty and slightly roasted flavor."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,42,1
+brewery_at_martha_s_vineyard-extra_stout,0,0,244493647872,"{""name"":""Extra Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_at_martha_s_vineyard"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,47,1
+new_holland_brewing_company-sundog,0,0,244867399680,"{""name"":""Sundog"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Sundog is an amber ale as deep as the copper glow of a Lake Michigan sunset. Its biscuit malt give Sundog a toasty character and a subtle malty sweetness. Sundog brings out the best in grilled foods, caramelized onions, nutty cheese, barbecue, or your favorite pizza."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,24,1
+new_belgium_brewing-frambozen,0,0,244867727360,"{""name"":""Frambozen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,25,1
+flyers_restraunt_and_brewery-afterburner_ipa,0,0,244615413762,"{""name"":""Afterburner IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A hop lover's delight!  Our I.P.A. is loaded with Ahtanum, Tohmahawk, Palisade, East Kent, Goldings and finished with the ever popular Cascades, balanced with generous amounts of floor malted crisp Maris Otter barley."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,21,1
+coniston_brewing,0,0,244483555330,"{""name"":""Coniston Brewing"",""city"":""Coniston"",""state"":""Cumbria"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01539)-441133"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Coppermines Road""]}",1,23,1
+kona_brewing-lilikoi_wheat_ale,0,0,244744912896,"{""name"":""Lilikoi Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,26,1
+bbc_brewing_co_llc-american_pale_ale,0,0,244375224322,"{""name"":""American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+abita_brewing_company-fall_fest,0,0,244374765568,"{""name"":""Fall Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Abita Fall Fest is an Octoberfest lager available September-November. It is brewed with German Hersbrucker hops and pale, crystal and chocolate malts.\r\n\r\nThe result is a full-bodied, malty beer with a strong hop character and a beautiful amber color.\r\n\r\nCelebrate the season with Abita Fall Fest and your favorite German food"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,43,1
+wye_valley_brewery,0,0,245751611392,"{""name"":""Wye Valley Brewery"",""city"":""Stoke Lacy"",""state"":""Hereford and Worcester"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01885)-490505"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Stoke Lacy HR7 4HG""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.1496,""lon"":-2.5507}}",1,53,1
+breckenridge_bbq_of_omaha-avalanche_amber,0,0,244493189120,"{""name"":""Avalanche Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,46,1
+liberty_steakhouse_and_brewery-liberty_pale_ale,0,0,244745371649,"{""name"":""Liberty Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This copper-colored ale has an intense bitterness and a floral hop aroma. Hops added during aging contribute to its distinct dryness."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+hereford_hops_steakhouse_and_brewpub_3-esb,0,0,244742094850,"{""name"":""ESB"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+stout_brothers_public_house,0,0,245124104192,"{""name"":""Stout Brothers Public House"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0389,""lon"":-87.9065}}",1,63,1
+barley_s_casino_brewing_company-sublimator_doppelbock,0,0,244376403970,"{""name"":""Sublimator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_s_casino_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,48,1
+dogfish_head_craft_brewery-festina_peche,0,0,244615938048,"{""name"":""Festina Pêche"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing neo-BerlinerWeisse fermented with honest-to-goodness peaches to (get this!) 4.5% abv! Because extreme beers don't have to be extremely boozy! Available in 4-pack and draft during the sweaty months.""}",1,22,1
+sierra_nevada_brewing_co-celebration_ale_1992,0,0,244993884161,"{""name"":""Celebration Ale 1992"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,32,1
+anderson_valley_brewing-barney_flats_oatmeal_stout,0,0,244374372352,"{""name"":""Barney Flats Oatmeal Stout"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""With its deep, dark brown-black color, thick, full-bodied, velvety-smooth mouth feel, mocha character, and, strong yet subtle hop bite,  Barney Flats Oatmeal Stout  is one of the thickest, richest, and most complex stouts on the market today. In 1990, it became our first gold medal winner, at the Great American Beer Festival.  Barney Flats  was judged so superior to the other stouts that no other medals were even awarded in its catagory. Try it and see why Stewart Kallen described it as, \""Slippery, creamy, dark, and sweet as a Pacific May morning,\"" in his book,  The 50 Greatest Beers in the World\r\n\r\nBarney Flats Oatmeal Stout Most recently won the Silver Medal at the 2004 World Beer Cup® and the Bronze Medal at the 2004 GABF , as well as several other medals . Click the blue ribbon to see the entire list.\r\n\r\nAs with all of our products, Barney Flats Oatmeal Stout is never sterile filtered nor heat pasteurized, and should be stored in refrigeration. However, to fully enjoy its rich and complex flavor, it should be served between 40° and 45°F"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+brewery_corsendonk,0,0,244493713408,"{""name"":""Brewery Corsendonk"",""city"":""Oud-Turnhout"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Steenweg op Mol 118""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.3144,""lon"":4.989}}",1,47,1
+new_holland_brewing_company-zoomer,0,0,244867399681,"{""name"":""Zoomer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing wheat ale, Zoomer is brewed to quench your summer thirst. American-grown wheat provides Zoomer's straw color and its soft, clean body. With subtle, yet flavorful hints of citrus fruit in its finish, Zoomer is the perfect companion to all things summer. Food pairings include artisan cheeses, fresh greens, fish and chicken."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,24,1
+new_river_brewing-pale_ale,0,0,244867727361,"{""name"":""Pale Ale"",""abv"":5.52,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+four_peaks_brewing-alt_ball_and_chain,0,0,244615479296,"{""name"":""Alt Ball and Chain"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer was brewed in honor of our brewer Melissa's wedding to fellow brewer Derek Osbourne of B.J.'s in Chandler. The Alt Ball and Chain is a German Altbier. These beers are generally full-bodied with sweet malt flavor. The crispness, dry finish, and moderate hop aroma make an alt a great beer for summertime enjoyment. Our Alt has been lagering in our cellar for two weeks and contains 5.2% abv."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,21,1
+coopers_brewery-coopers_original_pale_ale,0,0,244483620864,"{""name"":""Coopers Original Pale Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Guaranteed to turn heads, this is the beer that inspired a new generation of ale drinkers. With its fruity character, and robust flavour, Coopers Pale Ale is perfect for every occasion. \r\n\r\nNaturally fermented in the 'Burton-on-Trent' style, a secondary fermentation creates the trademark sediment that gives 'Pale' its fine cloudy appearance. This cloudy residue can be stirred through the beer by tipping or rolling the bottle before drinking. \r\n\r\nPale Ale has no additives or preservatives."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,23,1
+liberty_steakhouse_and_brewery-miss_liberty_lager,0,0,244744912897,"{""name"":""Miss Liberty Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is an all-malt lager, brewed with a subtle blend of German hops. Cool fermentation, followed by extended aging, produces a delicate and mild flavor."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+belize_brewing-belikin_stout,0,0,244375289856,"{""name"":""Belikin Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belize_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+adnams_co-adnams_fisherman,0,0,244374831104,"{""name"":""Adnams Fisherman"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The Winter seasonal from Adnams, Fisherman is described as an old ale. If your local pub has the good sense to serve cask beer, look for Fisherman on draught from January through March.\r\n\r\nClean and refreshing yet dark and mysterious, Fisherman is a deep coppery red, conjuring roasted nuts and dark chocolate, with a lingering taste of liquorice and dried fruits."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+broad_ripple_brewing-red,0,0,244493189121,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,46,1
+long_trail_brewing_co-long_trail_hefeweizen,0,0,244868251648,"{""name"":""Long Trail Hefeweizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Here is our \""Wheat Beer with Yeast\"", or Hefeweizen. Beers brewed with a high proportion of wheat yield a crisp and refreshing flavor profile, while the addition of our special yeast adds a blend of complex citrus and spice flavors."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,27,1
+hoepfner_privatbrauerei,0,0,244742160384,"{""name"":""Hoepfner Privatbrauerei"",""city"":""Karlsruhe"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)721-/-6183-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Haid-und-Neu-Strae 18""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.0125,""lon"":8.4264}}",1,20,1
+strangford_lough_brewing_company_ltd-st_patrick_s_ale,0,0,245124104193,"{""name"":""St Patrick's Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""strangford_lough_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep copper coloured traditional Irish Ale with highly developed and complex flavours. St Patrick’s Ale/Dark is brewed with four malts and two hops, carefully married together to complement eachother producing a satisfying full flavour, ending with a Styrian late hop for a truly brilliant finish."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,63,1
+bayerische_staatsbrauerei_weihenstephan-hefe_weissbier,0,0,244376469504,"{""name"":""Hefe Weissbier"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,48,1
+dogfish_head_craft_brewery-red_white,0,0,244615938049,"{""name"":""Red & White"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big, belgian-style Wit brewed with coriander and orange peel and fermented with Pinot Noir juice. After fermentation a fraction of the batch is aged in Oregon Pinot Noir barrels, and another fraction is aged on oak staves. The beer is blended together before packaging.\r\n\r\nThis has been one of our most popular Limited Edition beers at both our Rehoboth Beach, DE brewpub and at festivals. It successfully marries the refreshing citrusy qualities of a Belgian-style white beer with the robust complexity of a bold red wine."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,22,1
+skagit_river_brewing-dutch_girl_lager,0,0,244993949696,"{""name"":""Dutch Girl Lager"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+appalachian_brewing_company-peregrine_pilsner,0,0,244374372353,"{""name"":""Peregrine Pilsner"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Czechoslovakian style Pilsner is golden in color and hopped with a bunch of genuine Czechoslovakian Saaz hops. These hops provide a special floral aroma and a delightfully hoppy finish.\r\nPeregrine Falcons were recently reintroduced to the Harrisburg area as well as other large cities in Pennsylvania. This Falcon is one of the fastest birds, reaching speeds in excess of 200 miles per hour. Its unique ability to rid urban areas of its nemesis, the pigeon, has cities throughout the region clamoring for the Peregrine as a permanent resident."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,42,1
+brewery_ommegang,0,0,244493713409,"{""name"":""Brewery Ommegang"",""city"":""Cooperstown"",""state"":""New York"",""code"":""13326"",""country"":""United States"",""phone"":""1-800-544-1809"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""656 County Highway 33""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.6818,""lon"":-74.9255}}",1,47,1
+northwoods_brewpub_grill-bandit_brown,0,0,244867399682,"{""name"":""Bandit Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,24,1
+new_road_brewhouse-peckiomen_pils,0,0,244867792896,"{""name"":""Peckiomen Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_road_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+fratellos_restaurant_and_brewery-what_the_helles_bock,0,0,244615544832,"{""name"":""What the Helles Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,21,1
+copper_eagle_brewing-copper_wheat,0,0,244483620865,"{""name"":""Copper Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_eagle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+long_trail_brewing_co-hibernator,0,0,244867858432,"{""name"":""Hibernator"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This robust and malty brew will take the bite from a cold winter night."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,26,1
+big_ridge_brewing,0,0,244375289857,"{""name"":""Big Ridge Brewing"",""city"":""Surrey"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-574-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""15133 Highway 10""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.1049,""lon"":-122.69}}",1,44,1
+alameda_brewhouse-irvington_porter,0,0,244374896640,"{""name"":""Irvington Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alameda_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+brouwerij_de_landtsheer,0,0,244493189122,"{""name"":""Brouwerij De Landtsheer"",""city"":""Buggenhout"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-052-33-39-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mandekenstraat 179""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.0228,""lon"":4.1572}}",1,46,1
+meantime_brewing_company_limited,0,0,244868317184,"{""name"":""Meantime Brewing Company Limited"",""city"":""Greenwich"",""state"":""London"",""code"":""SE7 8RX"",""country"":""United Kingdom"",""phone"":""44-(020)-8293-1111"",""website"":""http://www.meantimebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2 Penhall Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.4899,""lon"":0.038}}",1,27,1
+hofbru_kaltenhausen_salzachtal-edelweiss_hefetrub,0,0,244742160385,"{""name"":""Edelweiss Hefetrüb"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hofbru_kaltenhausen_salzachtal"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,20,1
+summit_brewing,0,0,245124104194,"{""name"":""Summit Brewing"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":""55102"",""country"":""United States"",""phone"":""1-651-265-7800"",""website"":""http://www.summitbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""910 Montreal Circle""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9139,""lon"":-93.1396}}",1,63,1
+bell_s_brewery_inc-amber_ale,0,0,244376469505,"{""name"":""Amber Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship beer is made from mostly pale malt with some Munich and caramel malts. This gives it a slightly sweet flavor that is balanced by a melange of American hops. The result is a deep copper color and rich flavor."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+drake_s_brewing,0,0,244616003584,"{""name"":""Drake's Brewing"",""city"":""San Leandro"",""state"":""California"",""code"":""94577"",""country"":""United States"",""phone"":""1-510-562-0866"",""website"":""http://drinkdrakes.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1933 Davis Street #177""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7176,""lon"":-122.182}}",1,22,1
+skagit_river_brewing,0,0,244994015232,"{""name"":""Skagit River Brewing"",""city"":""Mount Vernon"",""state"":""Washington"",""code"":""98273"",""country"":""United States"",""phone"":""1-360-336-2884"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""404 South Third Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.4192,""lon"":-122.335}}",1,32,1
+appleton_brewing-adler_brau_marquette_pilsner,0,0,244374437888,"{""name"":""Adler Bräu Marquette Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+bridgeport_brewing-bridgeport_india_pale_ale,0,0,244493778944,"{""name"":""Bridgeport India Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our award-winning IPA sparkles with effervescence, the result of natural-conditioning, a process where the beer is double-fermented in each bottle, keg or cask. Brewed with a blend of five hop varieties, BridgePort IPA presents a floral, citrusy aroma and full hop flavor, while downplaying the bitterness.  The beer pours smooth in the glass, emitting its signature golden glow."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+orchard_street_brewery,0,0,244867465216,"{""name"":""Orchard Street Brewery"",""city"":""Bellingham"",""state"":""Washington"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":48.7596,""lon"":-122.488}}",1,24,1
+olde_peninsula_brewpub_and_restaurant,0,0,244867792897,"{""name"":""Olde Peninsula Brewpub and Restaurant"",""city"":""Kalamazoo"",""state"":""Michigan"",""code"":""49007"",""country"":""United States"",""phone"":""1-269-343-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 East Michigan Avenue""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":42.2936,""lon"":-85.5778}}",1,25,1
+frstliche_brauerei_thurn_und_taxis_regensburg-schierlinger_roggen,0,0,244615544833,"{""name"":""Schierlinger Roggen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frstliche_brauerei_thurn_und_taxis_regensburg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+duclaw-hellrazer,0,0,244616331264,"{""name"":""Hellrazer"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""From the first sip this American-style India Pale Ale gets in your face with an unruly hop bitterness, big floral flavors and aroma, and just enough malt character to keep you from giving in and acting up."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+mad_river_brewing-steelhead_extra_stout,0,0,244867923968,"{""name"":""Steelhead Extra Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,26,1
+birra_moretti-birra_moretti_la_rossa,0,0,244375289858,"{""name"":""Birra Moretti La Rossa"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birra_moretti"",""updated"":""2010-07-22 20:00:20"",""description"":""Birra Moretti La Rossa is a double boch beer produced using high quality 100% malted barley, giving it a rich sweet taste and an intense fragrance of roasted malt. The amber color that characterizes the beer, comes from the kind of malt used in the recipe (malt is dried, roasted barley). Another key ingredient is hops, the variety used is particularly aromatic, giving a characteristic bitter aftertaste and a delicate fragrance to the beer. The Master Brewers advise a service temperature between 10° and 12° C."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,44,1
+allguer_brauhaus_ag_kempten-winterfestival,0,0,244374896641,"{""name"":""Winterfestival"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allguer_brauhaus_ag_kempten"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,43,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis-achel_blond_5,0,0,244493254656,"{""name"":""Achel Blond 5°"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_der_sint_benedictusabdij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,46,1
+middle_ages_brewing-dragonslayer,0,0,244868317185,"{""name"":""Dragonslayer"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the style of a Russian Imperial Stout. Strong, chocolatety and aggressively hopped with finest English hops."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,27,1
+hoffbrau_steaks_brewery_1-windmill_wheat_ale,0,0,244742160386,"{""name"":""Windmill Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,20,1
+the_narragansett_brewing_company,0,0,245124169728,"{""name"":""The Narragansett Brewing Company"",""city"":""Providence"",""state"":""Rhode Island"",""code"":""2903"",""country"":""United States"",""phone"":""401.437.8970"",""website"":""http://www.narragansettbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Famous New England Brand, went defunct in the 1980's but has been revived in 2005, with a tasty lager. Locally available in New England"",""address"":[""60 Ship Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.819,""lon"":-71.4097}}",1,63,1
+big_boss_brewing_company,0,0,244376469506,"{""name"":""Big Boss Brewing Company"",""city"":""Raleigh"",""state"":""North Carolina"",""code"":""27604"",""country"":""United States"",""phone"":""919-834-0045"",""website"":""http://www.bigbossbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1249-A Wicker Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.8104,""lon"":-78.6179}}",1,48,1
+east_end_brewing_company,0,0,244616003585,"{""name"":""East End Brewing Company"",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":""15208"",""country"":""United States"",""phone"":""412-537-2337"",""website"":""http://www.eastendbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6923 Susquehanna St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4553,""lon"":-79.9043}}",1,22,1
+stoudt_s_brewery-abbey_triple,0,0,245111848960,"{""name"":""Abbey Triple"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Triple is a strong, full-bodied Belgian abbey-style ale. The authentic Belgian yeast strain used in fermentation contributes to a rich array of spicy, phenolic, and fruit-like flavors and noticeable alcoholic warmth. This unfiltered ale has an irresistible pale orange-colored hazy glow."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,32,1
+augustiner_brau_munchen-edelstoff,0,0,244374437889,"{""name"":""Edelstoff"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augustiner_brau_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+brouwerij_de_dolle_brouwers-dulle_teve_mad_bitch,0,0,244493778945,"{""name"":""Dulle Teve / Mad Bitch"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+oskar_blues_grill_and_brew-ten_fidy,0,0,244867465217,"{""name"":""Ten Fidy"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Ten FIDY Imperial Stout - Now (11-21-07) available in cans, our winter seasonal beer is immensely viscous and loaded with neck-deep flavors of chocolate, malt, coffee, cocoa and oats.\r\n\r\nIt's the beer equivalent of decadently rich milkshake made with malted-milk balls and Heaven’s best chocolate ice cream. Ten FIDY is about 10% ABV and is made with enormous amounts of two-row malts, chocolate malts, roasted barley, flaked oats and hops. Its huge-but-comforting flavors hide a whopping 98 IBUs that are deftly tucked underneath the beer’s mountains of malty goodness.\r\n\r\nTen FIDY is the ultimate Rocky Mountain winter warmer, and further proof of the creative muscle of our beloved brewing staff. Look for fourpacks of Ten FIDY in select beer stores in Colorado. Out of state? We hope to send a few cases to a few of our other states in early '08."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,24,1
+on_tap_bistro_brewery-golden_triangle_triple,0,0,244867792898,"{""name"":""Golden Triangle Triple"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+full_sail_brewing_1-session_premium_lager,0,0,244615544834,"{""name"":""Session Premium Lager"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+elk_creek_cafe_and_aleworks,0,0,244616331265,"{""name"":""Elk Creek Cafe and Aleworks"",""city"":""Millheim"",""state"":""Pennsylvania"",""code"":""16854"",""country"":""United States"",""phone"":""(814) 349-8850"",""website"":""http://www.elkcreekcafe.net/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Head Brewer Tim Yarrington makes beers that people want to drink.  With over 12 years brewing experience under his belt, founding the brewery operations at Long Valley Pub & Brewery in New Jersey and resurrecting Time Square Brewery in Manhatten, Brewer Tim brings a good sense of what beers people enjoy drinking to Elk Creek Aleworks.  Winning Gold and Bronze medals for his Porter and Bitter at the prestigous Great American Beer Festival attests to the fact that his peers also think he makes great beer. Drawing inspiration primarily from traditional English ale brewing, Tim makes balanced beers, giving both malt and hops prominence in every pint.  In addition to our rotating selection of seasonal brews, we offer six outstanding House Standards year 'round.  Without doubt, there's a pint for you!"",""address"":[""100 West Main Street PO Box 432""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8911,""lon"":-77.477}}",1,23,1
+marquette_harbor_brewery_and_restaurant-canadian_blonde_ale,0,0,244867923969,"{""name"":""Canadian Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marquette_harbor_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+birrificia_le_baladin-noel,0,0,244375289859,"{""name"":""Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birrificia_le_baladin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,44,1
+anheuser_busch-michelob_pale_ale,0,0,244374896642,"{""name"":""Michelob Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+brouwerij_duysters,0,0,244493254657,"{""name"":""Brouwerij Duysters"",""city"":""Diest"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-013-77-10-07"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Michel Theysstraat 58A""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9882,""lon"":5.0554}}",1,46,1
+middle_ages_brewing-im_paled_ale,0,0,244868382720,"{""name"":""Im Paled Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A complex and artistically balanced multi-layered IPA (India Pale Ale) with an intense finish of cascade hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,27,1
+abita_brewing_company-andygator,0,0,244373454848,"{""name"":""Andygator"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Andygator is a fearsome beast...much too big for any little bottle. Don't let his toothy grin, slightly sweet flavor and subtle fruit aroma fool you: this cold-blooded creature is a Helles Doppelbock that can sneak up on you. Sip, don't gulp and taste the wild of Abita Andygator"",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,40,1
+hoppin_frog_brewery-outta_kilter_wee_heavy_scotch_red_ale,0,0,244742225920,"{""name"":""Outta Kilter Wee-Heavy Scotch Red Ale"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich, malty flavors of caramelized and toasted grains dominate this strong Scotch ale. A hint of rye adds a crisp, Scotch-like, old-world beer character, reminiscent of a simpler life from centuries ago. “It is a wee bit heavy”"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,20,1
+thirsty_dog_brewing,0,0,245124169729,"{""name"":""Thirsty Dog Brewing"",""city"":""Akron"",""state"":""Ohio"",""code"":""44311"",""country"":""United States"",""phone"":""330-252-2739"",""website"":""http://www.thirstydog.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Here at the Thirsty Dog Brewing Company, full flavor, delicate balance, texture & aroma combine to make beer an infinitely complex experience, and one that can be thoroughly enjoyable. Each of our beers are meticulously hand crafted in small batches using the finest ingredients. High quality malted barley is the source of the beer's sweetness & body. Select American & European hops are used to balance the malt sweetness, and , at times, add special flavors & aromas to the beer. Our careful selection of ingredients, along with specially designed recipes & brewing processes, give Thirsty Dog beers their unique flavor profiles that can be hard to find in today's mass market. one size fits all society. Our microbrewed beers are far more diverse in range and character then the small spectrum of mass-marketed beers offered to the American public by the large national breweries. Enjoy the diversity, Unleash the flavor today., Welcome to Thirsty Dog Brewing Company, and welcome to great beer!"",""address"":[""529 Grant St. Suite B""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.0689,""lon"":-81.5172}}",1,63,1
+big_hole_brewing,0,0,244376469507,"{""name"":""Big Hole Brewing"",""city"":""Belgrade"",""state"":""Montana"",""code"":""59714"",""country"":""United States"",""phone"":""1-800-793-6656"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""401 East Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.7736,""lon"":-111.172}}",1,48,1
+edelweissbrauerei_farny-hofgutsbier,0,0,244616134656,"{""name"":""Hofgutsbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""edelweissbrauerei_farny"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+sudwerk_privatbrauerei_hbsch,0,0,245111848961,"{""name"":""Sudwerk Privatbrauerei Hbsch"",""city"":""Davis"",""state"":""California"",""code"":""95616"",""country"":""United States"",""phone"":""1-530-756-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2001 Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.5472,""lon"":-121.726}}",1,32,1
+augustiner_brau_munchen-maximator,0,0,244374503424,"{""name"":""Maximator"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augustiner_brau_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,42,1
+cape_ann_brewing,0,0,244493844480,"{""name"":""Cape Ann Brewing"",""city"":""Gloucester"",""state"":""Massachusetts"",""code"":""1930"",""country"":""United States"",""phone"":""1-866-233-7636"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""27 Commercial Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.6102,""lon"":-70.6664}}",1,47,1
+oskar_blues_grill_and_brew,0,0,244867465218,"{""name"":""Oskar Blues Grill and Brew"",""city"":""Lyons"",""state"":""Colorado"",""code"":""80540"",""country"":""United States"",""phone"":""1-303-823-6685"",""website"":""http://www.oskarblues.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""303 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.2246,""lon"":-105.268}}",1,24,1
+orkney_brewery-dark_island,0,0,244867858432,"{""name"":""Dark Island"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orkney_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark Island is an iconic beer: a standard-bearer for traditional Scottish ales. In cask, this beer has twice won CAMRA’s Champion Beer of Scotland.\r\nOn the nose, this dark beer offers bitter chocolate, figs, toffee and hints of fruit.\r\n\r\nOn the palate, this resolves into beautiful, silky-smooth, coffee-and-chocolate flavours, followed by figs, dates and dried fruits, with a very appealing, lingering aftertaste of fruits and hop bitterness."",""style"":""Scottish-Style Light Ale"",""category"":""British Ale""}",1,25,1
+goose_island_beer_company_clybourn-blonde_ale,0,0,244615610368,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+ettaler_klosterbetriebe_abteilung_brauerei_destillerie-kloster_edel_hell,0,0,244616396800,"{""name"":""Kloster Edel-Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ettaler_klosterbetriebe_abteilung_brauerei_destillerie"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+marzoni_s_brick_oven_brewing_co,0,0,244867923970,"{""name"":""Marzoni's Brick Oven & Brewing Co"",""city"":""Duncansville"",""state"":""Pennsylvania"",""code"":""16635"",""country"":""United States"",""phone"":""814-695-2931"",""website"":""http://www.marzonis.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Marzoni's beers are brewed on premise, utilizing the finest ingredients available. Beers brewed at Marzoni's are dispensed directly from our chilled serving tanks to the tap stations on the bar for the freshest beer around! On any given day, there are at least 8 beers on tap, not to mention house-brewed root beer. Brewery tours are available!"",""address"":[""165 Patchway Road""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.4234,""lon"":-78.4339}}",1,26,1
+blue_cat_brew_pub-big_bad_dog_old_english_ale,0,0,244375289860,"{""name"":""Big Bad Dog Old English Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,44,1
+appalachian_brewing_company-water_gap_wheat,0,0,244374896643,"{""name"":""Water Gap Wheat"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This light refreshing wheat beer is sure to delight. Our special yeast and blend of malted and unmalted wheat provide the haze in our unfiltered style ale. This beer is traditionally served with a lemon slice on the side. \r\nThere are many water gaps along the Appalachian Trail. These water gaps were established where large rivers cut through the Appalachian Mountain Range. The Susquehanna River creates one of the more visually appealing water gaps just north of Harrisburg in the area at the Dauphin Narrows."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,43,1
+brouwerij_het_anker-grand_cru_of_the_emperor,0,0,244493320192,"{""name"":""Grand Cru of the Emperor"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_het_anker"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+midnight_sun_brewing_co-greed,0,0,244868382721,"{""name"":""Greed"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With a summer release in mind, GREED Belgian-style Single was created miserly—relatively speaking—with one type of malt and two varieties of hops. At 5% ABV and 30 IBUs, Greed is the lightest in our series of 2007 Deadly Sin Beers. However, the Belgian yeast used in fermentation and conditioning contributes an earthy, somewhat spicy flavor and a crisp finish. We invite you to be greedy before it’s gone. \r\n\r\nGREED...Less [for you] is More [for me]."",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,27,1
+alaskan_brewing-alaskan_stout,0,0,244373520384,"{""name"":""Alaskan Stout"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Oatmeal Stout. The origins of Oatmeal Stout go back hundreds of years when oats were added to Stouts to promote a healthier image than other beers available during that time period.\r\n\r\nThe unique blend of the oats and malts in Alaskan Stout produce a balanced, smooth beer with hints of coffee and caramel.\r\n\r\nAlaskan Stout is made from glacier-fed water and a generous belnd of European and Pacific Northwest hop varieties and premium two-row and specialty malts. Our water originates in the 1,500 square-mile Juneau Ice Field and the from the more than 90 inches of rainfall Juneau receives each year."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,40,1
+inbev-jupiler,0,0,244742225921,"{""name"":""Jupiler"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""inbev"",""updated"":""2010-07-22 20:00:20"",""description"":""Jupiler is the most famous and most popular beer in Belgium. This delicious lager is brewed with the finest ingredients (malt, maize, water, hop, yeast), using undisputed craftsmanship, ensuring an outstanding beer quality. Jupiler offers refreshment on a wide variety of occasions, thanks to its digestibility and accessible taste. Jupiler (5,2 % ABV) is ideally served at a temperature of 3°C. The low-alcoholic variant Jupiler N.A. (0.5%) should be served at 1-2°C.\r\n\r\nJupiler has an outspoken image of masculinity, courage and adventure. Furthermore, Jupiler understands men like no other brand and shares their best moments. This combination of male bonding, self-confidence and self-relativation, speaks to all men and makes Jupiler an ally on their road through life.\r\n\r\nJupiler is the official sponsor of the highest Belgian football division, the Jupiler League, and also supports the Belgian national football team. Just like football, Jupiler is all about competence and ruggedness, effort and effort reward, team spirit and... festivity!"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,20,1
+three_floyds_brewing-behemoth_barley_wine,0,0,245124235264,"{""name"":""Behemoth Barley Wine"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,63,1
+big_time_brewing-scarlet_fire_ipa,0,0,244376535040,"{""name"":""Scarlet Fire IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+efes_moscow_brewery,0,0,244616134657,"{""name"":""Efes Moscow Brewery"",""city"":""Moskva"",""state"":""Moskva"",""code"":"""",""country"":""Russia"",""phone"":""7-(095)-797-98-00"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ul. Podolskikh Kursantov, 15 B""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":55.7558,""lon"":37.6176}}",1,22,1
+t_bonz_gill_grill_and_brewery-cooper_river_red,0,0,245111914496,"{""name"":""Cooper River Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+bierbrouwerij_de_koningshoeven-la_trappe_enkel_la_trappe_blond,0,0,244374503425,"{""name"":""La Trappe Enkel / La Trappe Blond"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,42,1
+21st_amendment_brewery_cafe,0,0,244373782528,"{""name"":""21st Amendment Brewery Cafe"",""city"":""San Francisco"",""state"":""California"",""code"":""94107"",""country"":""United States"",""phone"":""1-415-369-0900"",""website"":""http://www.21st-amendment.com/"",""type"":""brewery"",""updated"":""2010-10-24 13:54:07"",""description"":""The 21st Amendment Brewery offers a variety of award winning house made brews and American grilled cuisine in a comfortable loft like setting. Join us before and after Giants baseball games in our outdoor beer garden. A great location for functions and parties in our semi-private Brewers Loft. See you soon at the 21A!"",""address"":[""563 Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7825,""lon"":-122.393}}",1,41,1
+carlton_and_united_breweries,0,0,244493844481,"{""name"":""Carlton and United Breweries"",""city"":""Melbourne"",""state"":""Victoria"",""code"":"""",""country"":""Australia"",""phone"":""61-(03)-9342-5511"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""77 Southbank Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-37.8231,""lon"":144.967}}",1,47,1
+oy_sinebrychoff_ab-porter_iv,0,0,244867530752,"{""name"":""Porter IV"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oy_sinebrychoff_ab"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,24,1
+pacific_rim_brewing-rat_city_ipa,0,0,244990803968,"{""name"":""Rat City IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+gottberg_brew_pub-fire_in_the_hole,0,0,244615610369,"{""name"":""Fire in the Hole!"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+faultline_brewing_2,0,0,244616462336,"{""name"":""Faultline Brewing #2"",""city"":""Walnut Creek"",""state"":""California"",""code"":""94596"",""country"":""United States"",""phone"":""1-925-938-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.8855,""lon"":-122.033}}",1,23,1
+mendocino_brewing_hopland-frolic_shipwreck_1850_ale,0,0,244867989504,"{""name"":""Frolic Shipwreck 1850 Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,26,1
+boulder_beer_company-mojo_risin_double_ipa,0,0,244375355392,"{""name"":""Mojo Risin' Double IPA"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,44,1
+arcobrau_grafliches_brauhaus-bavarian_dark_wheat_beer,0,0,244374962176,"{""name"":""Bavarian Dark Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcobrau_grafliches_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+brouwerij_rodenbach-grand_cru,0,0,244493385728,"{""name"":""Grand Cru"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_rodenbach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+midnight_sun_brewing_co-saturn_belgian_style_fresh_hop_ipa,0,0,244868382722,"{""name"":""Saturn - Belgian-style Fresh Hop IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""In tribute to its namesake god of agriculture, SATURN celebrates a bountiful Pacific Northwest hop harvest. Ample malt sets the stage for this end-of-season party. Fresh Cascade and Centennial hops from Yakima Valley mingle with Belgian yeasts to impart abundant spice and earthiness."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,27,1
+alpirsbacher_klosterbru-spezial,0,0,244373520385,"{""name"":""Spezial"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alpirsbacher_klosterbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+iron_hill_brewery_wilmingon-iron_hill_belgian_tripel,0,0,244742225922,"{""name"":""Iron Hill Belgian Tripel"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditional Belgian-style golden ale, complex aroma and flavor of plums, spice and bananas with a refreshing balanced bitterness.""}",1,20,1
+timmermans-timmermans_forest_fruit,0,0,245124235265,"{""name"":""Timmermans Forest Fruit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,63,1
+bj_s_restaurant_and_brewery-nit_wit,0,0,244376535041,"{""name"":""Nit Wit"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,48,1
+elysian_brewery_public_house-whoville_weizenbock,0,0,244616134658,"{""name"":""Whoville Weizenbock"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,22,1
+tailgate_beer,0,0,245111980032,"{""name"":""Tailgate Beer"",""city"":""San Diego"",""state"":""California"",""code"":""92155"",""country"":""United States"",""phone"":""619.466.2337"",""website"":""http://www.tailgatebeer.com/indexmain.php"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6648 Reservoir Ln""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.7732,""lon"":-117.055}}",1,32,1
+bierbrouwerij_de_koningshoeven-la_trappe_tripel,0,0,244374503426,"{""name"":""La Trappe Tripel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,42,1
+adnams_co-adnams_explorer,0,0,244373848064,"{""name"":""Adnams Explorer"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A golden bitter suffused with the aromas of a grapefruit grove. The massive citrus attack will burst on your palate allowing all the flavours of the imported New World hops to deliver their fruity bitterness."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,41,1
+cervecera_cuauhtmoc_moctezuma-carta_blanca,0,0,244493910016,"{""name"":""Carta Blanca"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+penn_brewery-penn_dark,0,0,244990476288,"{""name"":""Penn Dark"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Munich and various roasted malts give it a very malty, rich flavor with a hint of burnt flavor. 100% imported Hallertau hops, moderate bitterness and aroma.""}",1,24,1
+port_brewing_company-old_viscosity,0,0,244990869504,"{""name"":""Old Viscosity"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Not your Dad's Wimpy 30 Weight is how our original label used to describe this massive chewy and thick beer. Code named by our brewers-\""The Big Black Nasty,\"" this is monstrous dark ale is brewed to no particular style. Thick and sludgy like oil from the crankcase of a wheat threshing combine, Old Viscosity blurs the boundaries of Porter, Stout, Old Ale and Barleywines.\r\n\r\nA blended beer that mixes old and new brewing traditions into one finished beer, Old Viscosity starts out with 80% of the packaged beer produced from a stainless steel fermentation. It then joins another 20% Barrel Aged Old Viscosity (from a previous batch) that has been aging in bourbon barrels. The blend of the two beers yields an incredibly rich and luscious ale that reveals chocolate and cocoa notes melded to silky body of burnt wood, vanilla and ash.\r\n\r\nMalts- Two Row, Wheat, Domestic and English Crystal, Carafa III and Chocolate Malts\r\nHops- German Magnum \r\nYeast- White Labs California Ale and Proprietary Yeast Strains\r\n\r\nOriginal Gravity- 1.092\r\nTerminal Gravity- 1.014\r\n10.5 % ABV\r\n\r\nDraft- Available in Southern California and Arizona 22 Oz Bottles and Cases- At Port Brewing San Marcos and Pizza Port Carlsbad, San Clemente and Solana Beach and wherever better beers are sold."",""style"":""Old Ale"",""category"":""British Ale""}",1,25,1
+gottberg_brew_pub-irish_porter_discontinued,0,0,244615610370,"{""name"":""Irish Porter (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+firehouse_brewery_restaurant-lemon_wheat,0,0,244616462337,"{""name"":""Lemon Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,23,1
+mercury_brewing_company-ipswich_porter,0,0,244867989505,"{""name"":""Ipswich Porter"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Named due to it's popularity with London railroad porters, it's known for its dark, rich, and roasty notes."",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+brasserie_d_achouffe-houblon,0,0,244375355393,"{""name"":""Houblon"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_achouffe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+ateck_pivovar,0,0,244374962177,"{""name"":""ateck Pivovar"",""city"":""atec"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-415-710-781"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ikovo nmst 81""]}",1,43,1
+brouwerij_st_bernardus-st_bernardus_tripel,0,0,244493385729,"{""name"":""St. Bernardus Tripel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer, with high fermentation, has a pale amber colour and a flowery, fruity taste with a harmonious balance between sweet and sour (8% alcohol content). \r\nThis beer has a thick and vivid froth and strikes by its balanced taste with a delicate bitterness."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,46,1
+millrose_brewing,0,0,244868448256,"{""name"":""Millrose Brewing"",""city"":""South Barrington"",""state"":""Illinois"",""code"":""60010"",""country"":""United States"",""phone"":""1-847-382-7673"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""45 South Barrington Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.0855,""lon"":-88.1411}}",1,27,1
+anheuser_busch-shock_top,0,0,244373585920,"{""name"":""Shock Top"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Shock Top is an unfiltered Belgian-style wheat ale (also known as a “White” or “Wit” beer due to its appearance) that is naturally cloudy with a billowy white foam head, light golden hue and slight taste of orange citrus peel and coriander."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,40,1
+ithaca_beer_company,0,0,244742291456,"{""name"":""Ithaca Beer Company"",""city"":""Ithaca"",""state"":""New York"",""code"":""14850"",""country"":""United States"",""phone"":""1-607-273-0766"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""600 Elmira Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.4145,""lon"":-76.5315}}",1,20,1
+titletown_brewing-princess_of_darkness_porter,0,0,245124235266,"{""name"":""Princess of Darkness Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,63,1
+boston_beer_company-hard_core_crisp_apple_cider,0,0,244376535042,"{""name"":""Hard Core Crisp Apple Cider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+fifty_fifty_brewing_co-manifesto_pale_ale,0,0,244616200192,"{""name"":""Manifesto Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""We at FiftyFifty believe that beer is good. Especially this beer. Manifesto is one of FiftyFifty's flagship beers. This beer is a delight for those who take pleasure in craft beers and are looking for something that they can enjoy a few pints of. Manifesto has a restrained malt backbone of flavor with mild biscuit and caramel notes, and the hop character is light to moderate with mild earthiness evolving to a slightly more moderate citrus/piney finish. This is a beer of principle."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+the_blind_bat_brewery_llc-old_walt_smoked_wit,0,0,245111980033,"{""name"":""Old Walt Smoked Wit"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_blind_bat_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""A smoked wit, you say? \r\nYup. \r\n\r\nResearching smoked beers led me to a world of smoked wheat beers, particularly a smoked wheat beer popular in Poland about 100 years ago. (I'll list that one as one of the Blind Bat beers when I'm happy with the test batches and am ready to offer it to the public.) I didn't find anything about smoked wit beers, but decided to experiment a bit (a wit is a wheat beer). I like it, and hope you will too. \r\n\r\nPictured on the label is Long Island's old Walt Whitman, enjoying a smoke and a book in what is purported to be his favorite spot in his native West Hills. Long Island's springtime is awakening all around him."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,32,1
+bierbrouwerij_de_koningshoeven-quadrupel,0,0,244374503427,"{""name"":""Quadrupel"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+aksarben_brewing_bop-bourbon_imperial_stout,0,0,244373913600,"{""name"":""Bourbon Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aksarben_brewing_bop"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+coopers_brewery-dark_ale,0,0,244493910017,"{""name"":""Dark Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark brew full of promise. Coopers Dark Ale is a journey in taste, starting fresh and creamy, and finishing with a lingering coffee flavour. \r\n\r\nConditioned and naturally brewed using the top fermentation method, Coopers 'Dark' is made using roasted and chocolate malts, giving it a rich dark colour and unique flavour. \r\n\r\nCoopers Dark Ale has no additives and no preservatives."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,47,1
+pete_s_brewing-pete_s_wicked_wanderlust_cream_ale,0,0,244990541824,"{""name"":""Pete's Wicked Wanderlust Cream Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pete’s winter seasonal Wanderlust Cream Ale, is a velvety smooth brew offering endless fascination. Pete’s Wicked Wanderlust Cream Ale is a light amber brew with a rhapsody of Cluster hops and select Munich and wheat malts. The rich, creamy taste invites you on a journey of wonderment and intrigue. Sit back. Enjoy the ride."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,24,1
+raccoon_lodge_and_brewpub_cascade_brewing-cascade_cuvee_du_jongleur,0,0,244990869505,"{""name"":""Cascade Cuvée Du Jongleur"",""abv"":8.41,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A careful blending of select barrels of Flanders Reds and soured Belgian Triples aged in oak for up to 18 months. Then blended with fresh 25° Plato Blond Quadruppel. Hand-bottled, corked and then aged allowing lactic fermentation.""}",1,25,1
+gottberg_brew_pub-model_a_tor_doppelbock,0,0,244615675904,"{""name"":""Model-A-Tor Doppelbock"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,21,1
+firestone_walker_brewing_company-double_barrel_ale,0,0,244616527872,"{""name"":""Double Barrel Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firestone_walker_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A British Pale Ale never tasted so fresh. We challenge our good friends across the pond to match this one. Can’t be done. We’ve honored the traditions of the great British Pale brewers of Burton-on-Trent using our patented Firestone Union oak barrels. You’re left with a mild blend of vanilla and toasted oak flavor touched with an elegant hint of English noble hops. DBA is the flagship of our company and wildly popular."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,23,1
+mickey_finn_s_brewery-porter,0,0,244867989506,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+brasserie_d_achouffe,0,0,244375355394,"{""name"":""Brasserie D'Achouffe"",""city"":""Houffalize-Achouffe"",""state"":""Luxembourg"",""code"":"""",""country"":""Belgium"",""phone"":""32-061-28-81-47"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue du Village 32""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.1507,""lon"":5.7442}}",1,44,1
+backcountry_brewery-old_smoky,0,0,244374962178,"{""name"":""Old Smoky"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""backcountry_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+brouwerij_st_feuillien-triple,0,0,244493385730,"{""name"":""Triple"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_feuillien"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+milwaukee_ale_house-rye_i_oughta,0,0,244868448257,"{""name"":""Rye I Oughta"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+avery_brewing_company-maharaja_the,0,0,244373585921,"{""name"":""Maharaja, The"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""From Website:\r\nMaharaja is derived from the sanskrit words mahat, - \""great\"" and rajan - \""king\"". Much like its namesake, this imperial IPA is regal, intense and mighty. With hops and malts as his servants, he rules both with a heavy hand. The Maharaja flaunts his authority over a deranged amount of hops: tangy, vibrant and pungent along with an insane amount of malted barley - fashioning a dark amber hue and exquisite malt essence.\r\n\r\nThis newest Avery Dictator completes the \""Dictator Series\"" joining the likes of The Kaiser & The Czar. Be aware that The Maharaja is a limited release only available for the summer. Welcome to his kingdom!\r\n\r\nAvailability:\r\n    * 22 oz. bottles\r\n    * 5.17 gallon keg\r\n    * 15.5 gallon keg\r\n    * Available March through August\r\n\r\nABV:\r\n    * 10.5% (2008)\r\n    * 9.78% (2007)"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,40,1
+jobber_s_canyon_restaurant_brewery,0,0,244742291457,"{""name"":""Jobber's Canyon Restaurant & Brewery"",""city"":""Omaha"",""state"":""Nebraska"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.254,""lon"":-95.9993}}",1,20,1
+trailhead_brewing_company-missouri_brown_dark_ale,0,0,245124235267,"{""name"":""Missouri Brown Dark Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,63,1
+brauerei_aying_franz_inselkammer_kg-ur_weisse,0,0,244493975552,"{""name"":""Ur-Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,48,1
+flossmoor_station_brewery-roundhouse_raspberry_wheat_ale,0,0,244616200193,"{""name"":""Roundhouse Raspberry Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,22,1
+the_church_brew_works-blast_furnace_oatmeal_stout,0,0,245111980034,"{""name"":""Blast Furnace Oatmeal Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Stouts have typically been a staple beverage in the UK.  There are many variations of stouts available. You can find dry stouts, milk stouts, Imperial stouts, American stouts, and even stouts made with oats.\r\n\r\nAt the Church Brew Works we have crafted delicious Toasted Oatmeal Stout.  The oats were blended with the best barley malt we have – and we didn’t stop there.  To give this beer a wonderful roasted flavor, we added unmalted, very darkly roasted barley.  The roasted barley is mixed with a generous portion of chocolate colored malt giving the Blast Furnace Stout a beautiful ruby hue.\r\n\r\nWe used our finest hops unsparingly to create a delicately balanced bitterness with a rich roastiness and fresh hop aroma. The Fuggles and East Kent Goldings hops were added with heavy hands at two different times.  This unbridled addition grants a full hop flavor to our heavenly drink.\r\n\r\nA typical oatmeal stout is a bit lower in alcohol than most other stouts as does the Blast Furnace Stout.  Ours, though not typical, does have a welcome medium body.  As you drink this beer, notice the rich, creamy brown head.  Drink it slowly and savor the flavors.  We don’t think you will be disappointed.  Beer is not just for breakfast anymore."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,32,1
+big_bang_brewery_closed,0,0,244374568960,"{""name"":""Big Bang Brewery (Closed)"",""city"":""San Francisco"",""state"":""California"",""code"":""94107"",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""650 Fifth Street #403""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7756,""lon"":-122.398}}",1,42,1
+alpine_beer_company-pure_hoppiness,0,0,244373979136,"{""name"":""Pure Hoppiness"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alpine_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A West Coast Double IPA\r\nSo mega-hopped it will take you to hop heaven. We’ve used hops in the boil, more hops in the giant hopback, and added to that, an incredible amount of dry-hopping for that cutting-edge “hop bite.” Once you’ve tasted this unique beer, all others pale in comparison. 1.072 OG Classified IBU 8%ABV"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,41,1
+coors_brewing_golden_brewery,0,0,244493910018,"{""name"":""Coors Brewing - Golden Brewery"",""city"":""Golden"",""state"":""Colorado"",""code"":""80401"",""country"":""United States"",""phone"":""1-866-812-2337"",""website"":""http://www.coors.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1873, as the United States approached its centennial year, its people were busy building a new kind of nation. It was thirsty work. And that's where Coors Brewing Company came in. When we began in that same year, we were a small, family-owned brewery, located at the foot of the Rocky Mountains. We were busy creating the same kind of crisp, refreshing beer we're known for today. While hundreds of such family-owned breweries have come and gone in the years since, we believe the reasons for our success are simple. We've never compromised on quality in producing our award-winning brews and we've never lost sight of our rich Rocky Mountain heritage. Just as important, we've always believed in doing well by doing good. We treat our employees with respect, we support the local communities where we do business, and we strive to protect the environment. That's just how we do business."",""address"":[""311 Tenth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7599,""lon"":-105.219}}",1,47,1
+port_brewing_company-amigo_lager,0,0,244990541825,"{""name"":""Amigo Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Because everyone needs a friend.  It seems only natural that with San Diego being one of the closest cities to the Mexican Border that you would find a beer like Amigo.  Brewed in the San Diego Lager style, this all malt lager is a refreshing way to start or finish a drinking session.  The product of a true lager fermentation, this beer is crisp and lighter in body than most ales of similar strength making it a friendly choice for any occasion.\r\n\r\nMalts- Pilsner and Two Row\r\nHops- German Magnum and Czech Saaz\r\nYeast- White Labs German Lager \r\n\r\nOriginal Gravity- 1.048\r\nTerminal Gravity- 1.010\r\n5.0% ABV\r\n\r\nDraft- Available in Southern California and Arizona"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,24,1
+raccoon_lodge_and_brewpub_cascade_brewing-cascade_sang_royal,0,0,244990869506,"{""name"":""Cascade Sang Royal"",""abv"":8.87,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Northwest style sour red is a bottled version of our popular Mouton Rouge. This blend of barrels, with up to 16 months of oak barrel lactic fermentation and oak barrel aging, features dark fruit, sour, oak and funk flavors that sweep over your taste buds like an incoming tide.""}",1,25,1
+great_divide_brewing-denver_pale_ale_dpa,0,0,244742356992,"{""name"":""Denver Pale Ale / DPA"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Historically Great Divide’s flagship beer, DPA’s record speaks for itself. By continually garnering national and international recognition, DPA has risen to become one of the most award-winning English-style pale ales in the world.\r\n\r\nSporting a brilliant copper hue and an assertive floral hop aroma, DPA is known for its smooth, malty middle, which is expertly complemented with hearty and complex hop flavor. DPA’s extraordinary hop finish is marked by crisp yet moderate hop bitterness. Its well-balanced profile makes DPA the perfect beer to accompany a hearty mountain picnic or a night on the town. For those who seek beers characterized by excitement, flavor and distinction, Denver Pale Ale is the natural choice."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,21,1
+flyers_restraunt_and_brewery-humbles_blond_ale,0,0,244616527873,"{""name"":""Humbles Blond Ale"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest beer in body and color, Humbles has proven to be our most popular offering."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,23,1
+middle_ages_brewing-syracuse_pale_ale,0,0,244868055040,"{""name"":""Syracuse Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Sparkling golden ale with a complexity of malt and hop flavor brewed in a similar style to a turn of the century Canadian ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+brasserie_de_silenrieux-joseph_spelt_ale,0,0,244375355395,"{""name"":""Joseph Spelt Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silenrieux"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+barley_john_s_brewpub-little_barley_bitter,0,0,244374962179,"{""name"":""Little Barley Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+brouwerij_van_steenberge,0,0,244493451264,"{""name"":""Brouwerij Van Steenberge"",""city"":""Ertvelde"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-09-344-50-71"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lindenlaan 25""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1766,""lon"":3.7462}}",1,46,1
+mishawaka_brewing-lake_effect_pale_ale,0,0,244868448258,"{""name"":""Lake Effect Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+avery_brewing_company-salvation,0,0,244373585922,"{""name"":""Salvation"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,40,1
+kaiserdom_privatbrauerei_bamberg-kellerbier,0,0,244742291458,"{""name"":""Kellerbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kaiserdom_privatbrauerei_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+unibroue-16,0,0,245124300800,"{""name"":""16"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,63,1
+brauhaus_am_waldschlosschen-waldschlosschen_dunkel,0,0,244494041088,"{""name"":""Waldschlösschen Dunkel"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_am_waldschlosschen"",""updated"":""2010-07-22 20:00:20"",""description"":""dark, bottom-fermented, more on the sweet side, made of 100% barley malt  according to ther description, very good to meat"",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,48,1
+four_peaks_brewing,0,0,244616200194,"{""name"":""Four Peaks Brewing"",""city"":""Tempe"",""state"":""Arizona"",""code"":""85281"",""country"":""United States"",""phone"":""1-480-303-9967"",""website"":""http://www.fourpeaks.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1340 East Eighth Street #103""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.4194,""lon"":-111.916}}",1,22,1
+thirsty_dog_brewing-hoppus_maximus,0,0,245112045568,"{""name"":""Hoppus Maximus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The complex charactor of American hops and amber colored caramel malts make it crisp & refreshing."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,32,1
+black_toad_brewing_company-dark_ale,0,0,244374568961,"{""name"":""Dark Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""black_toad_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,42,1
+anchor_brewing-wheat,0,0,244373979137,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+copper_dragon_brewing-saison,0,0,244493975552,"{""name"":""Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_dragon_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+rail_house_restaurant_and_brewpub-scottish_ale,0,0,244990607360,"{""name"":""Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+raccoon_river_brewing-stonecutter_stout,0,0,244990869507,"{""name"":""Stonecutter Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,25,1
+great_lakes_brewing-barrel_select_pils,0,0,244742422528,"{""name"":""Barrel Select Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+golden_valley_brewery_and_pub-dundee_porter,0,0,244616527874,"{""name"":""Dundee Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_valley_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,23,1
+midnight_sun_brewing_co-fahrwasser_fairway_pilsner,0,0,244868055041,"{""name"":""Fahrwasser Fairway Pilsner"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Reid is our onsite go-to beer guy who handles the bulk of our to-go beer sales. Reid is a full-time UAA student who manages to sell beer at MSBC, run a side welding business, keep the golf discs flying all year-round & create music with his band, Bushwood. He wrote and performed his song \""No 9 to 5\"", which resonates his idea of a fairway to heaven.\r\n\r\nFAHRWASSER means \""fair water\"" or \""fairway\"". This inspired pilsner breaks par with every sip.\r\n\r\nAvailability:\r\nAK - draft and 22-oz bottles (limited release begins 05/15/2009)"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,26,1
+brasserie_de_silly,0,0,244375355396,"{""name"":""Brasserie de Silly"",""city"":""Silly"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-068-55-16-95"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Ville Basse 141""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.6493,""lon"":3.9242}}",1,44,1
+bell_s_brewery_inc-consecrator_doppelbock_beer,0,0,244374962180,"{""name"":""Consecrator Doppelbock Beer"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional dopplebock fermented with a Bohemian lager yeast. Reddish brown in color, with a mild hop profile, Consecrator is a well balanced, full bodied beer with hints of caramel and molasses in its smooth, malty finish."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,43,1
+adnams_co-broadside_ale,0,0,244357988352,"{""name"":""Broadside Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich fruitcake aromas – almonds, zest and conserved fruit. A wonderful balance of malt and hop flavours. A beer to savour and rich in flavour."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,1,1
+budjovick_mansk_pivovar,0,0,244493451265,"{""name"":""Budjovick Mansk Pivovar"",""city"":""esk Budjovice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-038-866-201"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lidick  51""]}",1,46,1
+molson_breweries_of_canada-red_jack,0,0,244868513792,"{""name"":""Red Jack"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,27,1
+barley_john_s_brewpub-stockyard_ipa,0,0,244373585923,"{""name"":""Stockyard IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+laconner_brewing-pseudo_lambic_framboise,0,0,244742356992,"{""name"":""Pseudo Lambic Framboise"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""laconner_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,20,1
+unibroue,0,0,245124300801,"{""name"":""Unibroue"",""city"":""Chambly"",""state"":""Quebec"",""code"":"""",""country"":""Canada"",""phone"":""1-450-658-7658"",""website"":""http://www.unibroue.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""There is more to certain beers than simple refreshment. Unibroue has raised the standards of conventional beer in by brewing craftsman beers for savouring.  Of incomparable quality and a taste, the beers at Unibroue are entirely natural, contain no chemical additives or preservatives, and are made with first quality ingredients.  Rediscover beer with Unibroue. You will never taste beer the same way again!"",""address"":[""80 Des Carrires""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.4416,""lon"":-73.2595}}",1,63,1
+brausttte_der_steirerbrau_aktiengesellschaft-gosser,0,0,244494041089,"{""name"":""Gösser"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brausttte_der_steirerbrau_aktiengesellschaft"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+fuller_smith_turner_pbc-india_pale_ale,0,0,244616265728,"{""name"":""India Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+thirsty_dog_brewing-spiced_pumpkin_ale,0,0,245112045569,"{""name"":""Spiced Pumpkin Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with summer's harvest of pumpkin, squash, honey, ginger, and love of great beers."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,32,1
+blucreek_brewing_company-altbier,0,0,244374634496,"{""name"":""Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blucreek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,42,1
+anheuser_busch-beach_bum_blonde_ale,0,0,244374044672,"{""name"":""Beach Bum Blonde Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Beach Bum Blonde Ale is a traditional American \r\nblonde ale with a slightly spicy hop note and balanced malty flavor."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,41,1
+dark_horse_brewing_co-crooked_tree_ipa,0,0,244493975553,"{""name"":""Crooked Tree IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Inspired by West Coast I.P.A.'s, but brewed with Michigan style. The Crooked Tree is heavily dry hopped to give it a big aroma of pine and citrus. The flavors are big, yet very balanced between fresh hops and malt. Often described as \""grapefruit\"" our hops give this beer an excellent fruit flavor that finishes dry, crisp, and clean. It will pour a nice deep copper color with a bit of haziness. Because of our almost patented \""Intense Transfer Methods\"" our Crooked Tree has won several medals in the India Pale Ale category."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+randy_s_fun_hunters_brewery_restaurant_and_banquet_center-amber_lager,0,0,244990607361,"{""name"":""Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""randy_s_fun_hunters_brewery_restaurant_and_banquet_center"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,24,1
+real_ale_brewing_company-firemans_4,0,0,244990935040,"{""name"":""Firemans #4"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""real_ale_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Smooth blend of malt, citrus and fruit"",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,25,1
+great_waters_brewing_company-old_bastard,0,0,244742422529,"{""name"":""Old Bastard"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,21,1
+gordon_biersch_brewing,0,0,244616527875,"{""name"":""Gordon Biersch Brewing"",""city"":""San Jose"",""state"":""California"",""code"":""95112"",""country"":""United States"",""phone"":""1-408-278-1008"",""website"":""http://www.gordonbiersch.com/brewery"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""357 East Taylor Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.3526,""lon"":-121.893}}",1,23,1
+new_holland_brewing_company-blue_goat,0,0,244868055042,"{""name"":""Blue Goat"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Chestnut in color with a nutty malt profile from its signature Munich malt. A muted hop presence and smooth caramelized body culminate in a clean, dry finish. Excellent choice for hearty meals with dark flavors and sauces. Grilled meats, musty cheeses or pecan pie.""}",1,26,1
+brasserie_lefebvre,0,0,244492140544,"{""name"":""Brasserie Lefebvre"",""city"":""Quenast"",""state"":""Brabant Wallon"",""code"":"""",""country"":""Belgium"",""phone"":""32-067-67-07-66"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chemin du Croly 52""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.6746,""lon"":4.1509}}",1,44,1
+bierbrouwerij_st_christoffel,0,0,244375027712,"{""name"":""Bierbrouwerij St.Christoffel"",""city"":""Roermond"",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":""31-71.51.56.085"",""website"":""http://www.christoffelbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Beerbrewery St. Christoffel is a relatively young brewery, founded in 1986. Our brewery is situated in the former coalmining-town Roermond in Dutch Limburg and named after the patronsaint of Roermond: Saint Christoffel. The brewery started very small and was at first situated behind a house. In 1995 the brewery moved to her present facility. With moving there, the brewingcapacity greatly enhanced due to new brewing-, fermenting- and lagerfacilities. Christoffel brews according to the German Reinheitsgebot von 1516: which means the brewingprocess takes place in a completely natural way. Around the year 1990, Christoffel Blond was awarded 3 years in a row with the Dutch title: Best Beer from the Netherlands."",""address"":[""Metaalweg 10""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1684,""lon"":6.0515}}",1,43,1
+aktienbrauerei_kaufbeuren,0,0,244358053888,"{""name"":""Aktienbrauerei Kaufbeuren"",""city"":""Kaufbeuren"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8341-/-430430"",""website"":""http://www.aktien-brauerei.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hohe Buchleuthe 3""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.8781,""lon"":10.6161}}",1,1,1
+caldera_brewing-dark_lager,0,0,244493451266,"{""name"":""Dark Lager"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A German-style Munich Duenkle.  Dark and smooth.  Release date:  February 1."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+moose_s_tooth_pub_and_pizzeria-wild_country_raspberry_wheat,0,0,244868513793,"{""name"":""Wild Country Raspberry Wheat"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moose_s_tooth_pub_and_pizzeria"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with wheat and barley malts and flavored with pureed raspberries, this pink-hued, slightly tart ale gives a clean sip."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,27,1
+bayerische_staatsbrauerei_weihenstephan-korbinian,0,0,244373651456,"{""name"":""Korbinian"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,40,1
+lewis_clark_brewing_company,0,0,244742356993,"{""name"":""Lewis & Clark Brewing Company"",""city"":""Helena"",""state"":""Montana"",""code"":""59601"",""country"":""United States"",""phone"":""(406) 442-5960"",""website"":""http://lewisandclarkbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""939 Getchell Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.5977,""lon"":-112.037}}",1,20,1
+union_barrel_works-round_boy_stout,0,0,245124300802,"{""name"":""Round Boy Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A nutritious st our that has a distinct, smooth and firm body. Specialty malts create a hint of nuttiness, coffee, chocolate, and roasted flavors."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,63,1
+breckenridge_brewery-hefe_proper_ale,0,0,244494106624,"{""name"":""Hefe Proper Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+gilde_brauerei-lindener_spezial,0,0,244616265729,"{""name"":""Lindener Spezial"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gilde_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+thunderhead_brewery_2-grand_cru,0,0,245112111104,"{""name"":""Grand Cru"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+boston_beer_company-samuel_adams_boston_ale,0,0,244374634497,"{""name"":""Samuel Adams Boston Ale"",""abv"":4.94,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth, refined version of a classic ale.\r\nSamuel Adams® Boston Ale was first brewed to celebrate the opening of our Boston Brewery. Like Samuel Adams Boston Lager®, it was an old family recipe that was rescued by Jim Koch from his father's attic. Samuel Adams® Boston Ale, a Stock Ale, has a complex, caramel malt character balanced with distinct spicy and herbal hop notes. Our proprietary ale yeast imparts a variety of fruit and ester notes in both the nose and flavor which are indicative of the style."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,42,1
+anheuser_busch-green_valley_wild_hop_lager,0,0,244374044673,"{""name"":""Green Valley Wild Hop Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+de_proef_brouwerij-slaapmutske_triple_nightcap,0,0,244626620416,"{""name"":""Slaapmutske Triple Nightcap"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+redfish_new_orleans_brewhouse-angry_monk,0,0,244990607362,"{""name"":""Angry Monk"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redfish_new_orleans_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+richbrau_brewing_company-richbrau_abbey_style_ale,0,0,244990935041,"{""name"":""Richbrau Abbey-Style Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This recipe is meant to replicate a Belgian Abbey-style ale. Tart from the Belgian yeast but malty and sweet from the addition of rock candy sugar. Reddish brown in color."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,25,1
+hereford_hops_steakhouse_and_brewpub_3-hefeweizen,0,0,244742422530,"{""name"":""Hefeweizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+granville_island_brewing_company-english_bay_pale_ale,0,0,244743208960,"{""name"":""English Bay Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+north_coast_brewing_company,0,0,244868120576,"{""name"":""North Coast Brewing Company"",""city"":""Fort Bragg"",""state"":""California"",""code"":""95437"",""country"":""United States"",""phone"":""1-707-964-2739"",""website"":""http://www.northcoastbrewing.com/home.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""455 North Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.4466,""lon"":-123.806}}",1,26,1
+brauerei_gss,0,0,244492140545,"{""name"":""Brauerei Gss"",""city"":""Leoben-Gss"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-38-42/20-90-58-"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brauhausgasse 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.3625,""lon"":15.0947}}",1,44,1
+big_buck_brewery-buck_naked,0,0,244375027713,"{""name"":""Buck Naked"",""abv"":3.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_buck_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An American-style \""light beer\"".  Formulated to appeal to those who prefer a lighter tasting brew."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,43,1
+alvinne_picobrouwerij-podge_belgian_imperial_stout,0,0,244358053889,"{""name"":""Podge Belgian Imperial Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alvinne_picobrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+canadian_brewery,0,0,244493516800,"{""name"":""Canadian Brewery"",""city"":""Saskatoon"",""state"":""Saskatchewan"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.1344,""lon"":-106.648}}",1,46,1
+pabst_brewing_company-st_ides,0,0,244868513794,"{""name"":""St Ides"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""St. Ides High Gravity Premium Malt Liquor is the brand of choice with the new generation of malt liquor drinkers. With its high quality, high strength flavor, St. Ides compliments the lifestyle of the fast paced, urban, edgy malt liquor drinker of today.""}",1,27,1
+big_time_brewing-old_rip_oatmeal_stout,0,0,244373651457,"{""name"":""Old Rip Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,40,1
+long_valley_pub_brewery-oatmeal_stout,0,0,244865171456,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+victory_brewing-victory_lager,0,0,245752528896,"{""name"":""Victory Lager"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Perfectly balanced, this authentic version of a German helles-style lager satisfies gloriously. Lean, German malts and fine European hops offer subtle harmony."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+brewmasters_restaurant_and_brewery_south-oatmeal_stout,0,0,244494106625,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+alaskan_brewing-alaskan_summer_ale,0,0,244357660672,"{""name"":""Alaskan Summer Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Based on the traditional style of Kölsch beer brewed in Cologne, Germany.\r\n\r\nAlaskan Summer Ale balances a softly malted palate with the clean freshness of Hallertauer hops. In the tradition of the style, neither overpowers the other. Both hops and malt come together to refresh and renew the palate. The straw-gold color and easy drinkability are an enjoyable way to celebrate summer.\r\n\r\nAlaskan Summer Ale is made from glacier-fed water and a generous blend of European and Pacific Northwest hop varieties and premium two-row and specialty malts. Our water originates in the 1,500 square-mile Juneau Ice Field and from the more than 90 inches of rainfall Juneau receives each year.""}",1,0,1
+gordon_biersch_brewing-gordon_biersch_schwarzbier,0,0,244616265730,"{""name"":""Gordon Biersch Schwarzbier"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,22,1
+tied_house_cafe_brewery_san_jose-amber_light,0,0,245112111105,"{""name"":""Amber Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,32,1
+brasserie_de_blaugies,0,0,244374634498,"{""name"":""Brasserie de Blaugies"",""city"":""Blaugies"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-065-65-03-60"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue de la Frontire, 435""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.3693,""lon"":3.827}}",1,42,1
+appalachian_brewing_company-wildflower_honey_wheat,0,0,244374044674,"{""name"":""Wildflower Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This American wheat beer is infused with 20% wildflower honey resulting in a light, semi-sweet refreshing beverage.  This beer represents the next evolution of Sophie’s Sparkling Ale as we have added the wheat base, essentially combining two of our most popular beers. This will be brewed in Camp Hill and distributed in limited quantity to Harrisburg and Gettysburg."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+delafield_brewhaus-oats_and_barley_stout,0,0,244626620417,"{""name"":""Oats and Barley Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,47,1
+rogue_ales-dead_guy_ale,0,0,244990607363,"{""name"":""Dead Guy Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Gratefully dedicated to the Rogue in each of us. In the early 1990s Dead Guy Ale was created as a private tap sticker to celebrate the Mayan Day of the Dead (November 1st, All Souls Day) for Casa U Betcha in Portland, Oregon. The Dead Guy design proved popular and was incorporated into a bottled product a few years later with Maierbock as the elixir. Strangely, the association with the Grateful Dead is pure coincidence.\r\n\r\nDead Guy is a German-style Maibock made with Rogues proprietary \""PacMan\"" ale yeast. It is deep honey in color with a malty aroma, rich hearty flavor and a well balanced finish. Dead Guy is created from Northwest Harrington, Klages, Maier Munich and Carastan malts, along with Perle and Saaz Hops. Dead Guy Ale is available in 22-ounce bottles, 12-ounce 6-pack, and on draft."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,24,1
+ridgeway_brewing-very_bad_elf_special_reserve_ale,0,0,244991000576,"{""name"":""Very Bad Elf Special Reserve Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+hoffbrau_steaks_brewery_1-yellow_rose_cream_ale,0,0,244742488064,"{""name"":""Yellow Rose Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+great_dane_pub_and_brewing_2-old_glory_american_pale_ale,0,0,244743274496,"{""name"":""Old Glory American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+o_gara_s_bar_grill-cork_brown_ale,0,0,244868120577,"{""name"":""Cork Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+brauerei_schtzengarten-st_galler_landbier,0,0,244492140546,"{""name"":""St. Galler Landbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_schtzengarten"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+brauhaus_am_waldschlosschen,0,0,244491812864,"{""name"":""Brauhaus am Waldschlösschen"",""city"":""Dresden"",""state"":""Sachsen"",""code"":""1099"",""country"":""Germany"",""phone"":""+49 351 - 652 39 00"",""website"":""http://www.waldschloesschen.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""traditional brew house, founded 1836, make their beer and just sell it in house"",""address"":[""Am Brauhaus 8b""]}",1,43,1
+angelic_brewing-shakedown_nut_brown,0,0,244358053890,"{""name"":""Shakedown Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""angelic_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,1,1
+capital_brewery-capital_dark_doppelbock,0,0,244493516801,"{""name"":""Capital Dark Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,46,1
+palm_breweries,0,0,244991590400,"{""name"":""Palm Breweries"",""city"":""Steenhuffel"",""state"":""Brabant"",""code"":""1840"",""country"":""Belgium"",""phone"":""+32 (0)52 31 74 11"",""website"":""http://www.palmbreweries.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brouwerij Palm is the brewery of the top-fermented beers from Brabant; in the rural settings of Steenhuffel between Antwerp and Brussels. The duchy of Brabant has a tradition of using all the best ingredients nature has to offer. The Brabant draught horse once was Belgium's most important export product. To emphasise how proud they are of their region of Brabant, Brouwerij Palm uses the Brabant draught horse as a logo for its top-fermented beer Special Palm."",""address"":[""Steenhuffeldorp 3""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9953,""lon"":4.2835}}",1,27,1
+birrificia_le_baladin,0,0,244373651458,"{""name"":""Birrificia Le Baladin"",""city"":""Piozzo"",""state"":"""",""code"":""0"",""country"":""Italy"",""phone"":""39-0173-795431"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Piazza V Luglio, 15""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.5153,""lon"":7.8922}}",1,40,1
+maritime_pacific_brewing-firkin_ipa,0,0,244865236992,"{""name"":""Firkin IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,20,1
+wachusetts_brewing_company-green_monsta_ale,0,0,245752594432,"{""name"":""Green Monsta Ale"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wachusetts_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A BIG PALE ALE with an awsome balance of Belgian malts with Fuggles and East Kent Golding hops."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,63,1
+breznak,0,0,244494172160,"{""name"":""Breznak"",""city"":"""",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":"""",""website"":""http://drinksunion.qbizm.cz/de/pages/vyrobky_p_breznak.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,48,1
+allentown_brew_works-pumpkin_ale,0,0,244357726208,"{""name"":""Pumpkin Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Holiday beer is made with real pumpkins, cloves, ginger, all-spice, nutmeg and cinnamon. This light copper colored winter ale will tantalize your taste buds. Pumkin pie in a glass!"",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,0,1
+grand_teton_brewing_2-old_faithful_ale,0,0,244742750208,"{""name"":""Old Faithful Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grand_teton_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""ur Old Faithful Ale is a Pale Golden Ale with a crisp body and light malt sweetness. We cold condition this ale to give it a pleasantly smooth character and dry palate. The Willamette and imported UK Goldings hops give this beer a light floral hop aroma, making it exceptionally easy to drink."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+traquair_house_brewery-bear_ale,0,0,245112111106,"{""name"":""Bear Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""traquair_house_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+brasserie_de_l_abbaye_des_rocs-brune,0,0,244374700032,"{""name"":""Brune"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+appleton_brewing-adler_brau_tailgate_amber,0,0,244374110208,"{""name"":""Adler Bräu Tailgate Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,41,1
+dix_barbecue_brewery-game_day,0,0,244626685952,"{""name"":""Game Day"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+roy_pitz_brewing_company,0,0,244990672896,"{""name"":""Roy Pitz Brewing Company"",""city"":""Chambersburg"",""state"":""Pennsylvania"",""code"":""17201"",""country"":""United States"",""phone"":""717-496-8753"",""website"":""http://roypitz.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""140 North Third Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.939,""lon"":-77.6566}}",1,24,1
+rogue_ales-honey_cream_ale,0,0,244991000577,"{""name"":""Honey Cream Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Honey Cream Ale is fermented warm like traditional cream ales but features an added twist--wildflower honey from Oregon. Honey imparts a dry, refreshing character to the beer because it ferments almost completely. The honey comes from a beekeeper in Blodgett, a tiny town 20 miles east of Newport.\r\n\r\nRogues Honey Cream Ale is a light, smooth, medium bodied ale, with a creamy head, hints of honey and a crisp light finish. Brewed with two-row Harrington, Klages and Munich malts and Crystal hops. Discontined for distribution in late 2005, available on tap only at Rogue Ales Public Houses."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,25,1
+hoppin_frog_brewery-gulden_fraug_belgian_ale,0,0,244742488065,"{""name"":""Gulden Fraug Belgian Ale"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Smooth malt flavors of this golden Belgian-style abbey ale are complimented by traditional imported ingredients. A slightly spicy and complex flavor makes this European celebration-style beer unique and refreshing"",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,21,1
+great_dane_pub_and_brewing_2-old_scratch_barleywine_1997,0,0,244743340032,"{""name"":""Old Scratch Barleywine 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+orlio_organic-orlio_common_ale,0,0,244868186112,"{""name"":""Orlio Common Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orlio_organic"",""updated"":""2010-07-22 20:00:20"",""description"":""A light to medium bodied deep golden ale that starts with an elegantly creamy malt complexity and ends with a firm but understated hop finish that balances the initial sweetness with a touch of bitterness.""}",1,26,1
+brauhaus_johann_albrecht_konstanz-herbstbeer,0,0,244492206080,"{""name"":""Herbstbeer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_konstanz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,44,1
+brewer_s_art-ozzy,0,0,244491812865,"{""name"":""Ozzy"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewer_s_art"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewer's Art's answer to the Belgian \""devil\"" beers (i.e. Lucifer, Duvel, etc.). Both rich and dry, this beer is all too easy to consume in large quantities. Hopped with Styrian Goldings."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,43,1
+arcadia_brewing-london_porter,0,0,244358053891,"{""name"":""London Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+carver_brewing_co-iron_horse_oatmeal_stout,0,0,244493516802,"{""name"":""Iron Horse Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carver_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""One of these beers is available all of the time. Our heartiest beers emphasize roasted malts and the generous use of hops. Creamy, smooth and always nitrogenated, these beers are nearly a meal or a dessert in themselves."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,46,1
+pennichuck_brewing_company-backdraft_chocolate_porter,0,0,244991655936,"{""name"":""BackDraft Chocolate Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,27,1
+blue_ridge_brewing-colonel_paris_pale_ale,0,0,244373716992,"{""name"":""Colonel Paris Pale Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic American pale ale with a taste not unlike fresh citrus follwed by a crisp and spicy bitterness."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+marshall_wharf_brewing_company,0,0,244865302528,"{""name"":""Marshall Wharf Brewing Company"",""city"":""Belfast"",""state"":""Maine"",""code"":""4915"",""country"":""United States"",""phone"":""207-338-1707"",""website"":""http://www.marshallwharf.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2 Pinchy Lane""]}",1,20,1
+weinkeller_brewery_berwyn,0,0,245752659968,"{""name"":""Weinkeller Brewery - Berwyn"",""city"":""Berwyn"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8506,""lon"":-87.7937}}",1,63,1
+bridgeport_brewing-black_strap_stout,0,0,244494172161,"{""name"":""Black Strap Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+anheuser_busch-bare_knuckle_stout,0,0,244357791744,"{""name"":""Bare Knuckle Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+great_northern_tavern_and_brewery,0,0,244742815744,"{""name"":""Great Northern Tavern and Brewery"",""city"":""Keystone"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.6042,""lon"":-105.948}}",1,22,1
+triple_rock_brewery,0,0,245112176640,"{""name"":""Triple Rock Brewery"",""city"":""Berkeley"",""state"":""California"",""code"":""94704"",""country"":""United States"",""phone"":""1-510-843-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1920 Shattuck Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.8734,""lon"":-122.269}}",1,32,1
+brasserie_de_l_abbaye_val_dieu-brune_brown,0,0,244374700033,"{""name"":""Brune / Brown"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_val_dieu"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+atwater_block_brewing-kolsch,0,0,244374110209,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+dix_barbecue_brewery-ipa,0,0,244626685953,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+saint_arnold_brewing-elissa_ipa,0,0,244990672897,"{""name"":""Elissa IPA"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional India Pale Ale, the Elissa IPA is very hoppy with a properly balanced malty body. Elissa has huge hop additions in the kettle that give it a wonderful bitterness and is then dry-hopped in the fermenter to create the pleasant floral, hoppy nose. Our reverse osmosis water makes the bitter very soft with no harsh notes to it. The maltiness is derived from British Maris Otter malt. Its rich flavor stands up to the hops that would otherwise dominate this beer. The Elissa is an authentic version of an India Pale Ale (IPA) style."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,24,1
+routh_street_brewery_and_grille-oktoberfest,0,0,244991000578,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,25,1
+hops_grillhouse_brewery_cherry_creek-thoroughbred_red,0,0,244742553600,"{""name"":""Thoroughbred Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_grillhouse_brewery_cherry_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,21,1
+grupo_modelo-modelo_especial,0,0,244743340033,"{""name"":""Modelo especial"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grupo_modelo"",""updated"":""2010-07-22 20:00:20"",""description"":""Handcrafted with all-natural ingredients, Modelo Especial has built a solid reputation as a classic, thirst-quenching beer. The brand represents the can-package of Grupo Modelo's portfolio and is also available in non-returnable bottles.\r\n\r\nModelo Especial is a must for those looking to capture the flavor of Mexico. Modelo Especial has 145 calories per 12 ounce serving."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,23,1
+otto_s_pub_and_brewery-spring_creek_lager,0,0,244868186113,"{""name"":""Spring Creek Lager"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A Vienna-style lager with a smooth malt palate and a dry finish. ABV 5.2%"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+brauhaus_sion,0,0,244492206081,"{""name"":""Brauhaus Sion"",""city"":""Kln"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)221-/-2578540"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Unter Taschenmacher 5-7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.9394,""lon"":6.9594}}",1,44,1
+brewery_creek_brewing-mahogany_ale,0,0,244491878400,"{""name"":""Mahogany Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+anchor_brewing-our_special_ale_1995,0,0,244358381568,"{""name"":""Our Special Ale 1995"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+atlantic_brewing_company-bar_harbor_blueberry_ale,0,0,244358053892,"{""name"":""Bar Harbor Blueberry Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atlantic_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""It does have a nice hint of wheat and blueberries to it.""}",1,1,1
+cerveceria_bucanero,0,0,244493582336,"{""name"":""Cerveceria Bucanero"",""city"":""Holguin"",""state"":"""",""code"":"""",""country"":""Cuba"",""phone"":""53-(5324)-46-8226"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Circunvalacin Sur Km. 3 1/2""]}",1,46,1
+pivovar_nchod-primator_double_24_primator_double_bock_beer,0,0,244991655937,"{""name"":""Primátor Double 24% / Primátor Double Bock Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_nchod"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,27,1
+brasserie_bnifontaine-castelain_blond_biere_de_garde,0,0,244373716993,"{""name"":""Castelain Blond Biere de Garde"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_bnifontaine"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+mcguire_s_irish_pub_and_brewery_pensacola,0,0,244865302529,"{""name"":""McGuire's Irish Pub and Brewery - Pensacola"",""city"":""Pensacola"",""state"":""Florida"",""code"":""32501"",""country"":""United States"",""phone"":""1-850-433-6789"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""600 East Gregory Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.4181,""lon"":-87.2024}}",1,20,1
+western_reserve_brewing,0,0,245752659969,"{""name"":""Western Reserve Brewing"",""city"":""Cleveland"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.4995,""lon"":-81.6954}}",1,63,1
+abbaye_notre_dame_du_st_remy-rochefort_8,0,0,244358184960,"{""name"":""Rochefort 8"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_notre_dame_du_st_remy"",""updated"":""2010-07-22 20:00:20"",""description"":""Yellowish-brown colour, with a more pronounced aroma, more fruits and a slight amount of Demi-Sec. This variety constitutes the largest proportion of production.""}",1,2,1
+brouwerij_boon-mariage_parfait_1995,0,0,244494237696,"{""name"":""Mariage Parfait 1995"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_boon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,48,1
+appalachian_brewing_company-pennypacker_porter,0,0,244357791745,"{""name"":""Pennypacker Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This full-bodied dry cousin of the stout has a slight roast flavor and is dark brown in color with a red hue. This is London’s classic beer style named for the baggage carriers that appreciated it so much.\r\nGovernor Pennypacker was one of Pennsylvania’s more notable politicians. He oversaw the construction and held the lavish ceremonies designating the opening of the Commonwealth’s beautiful Capitol Building"",""style"":""Porter"",""category"":""Irish Ale""}",1,0,1
+greenshields_brewery_and_pub-munich_summer_fest,0,0,244742881280,"{""name"":""Munich Summer Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,22,1
+troegs_brewing-scratch_21_2009_artisan_ale,0,0,245112176641,"{""name"":""Scratch #21 2009 - Artisan Ale"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #21-2009 is an exercise in deconstruction and minimalism. This Belgian Ale has distinct roots in The Mad Elf minus some key components.\r\n \r\nThe cherries? Gone.\r\nThe honey? Gone.\r\nThe chocolate malt? Gone.\r\n\r\nWait, this sounds familiar. It almost sounds like a naked version of The Mad Elf.\r\n \r\nComing in just under 8% ABV, this unfiltered golden beauty shows off the pronounced yeast flavor that made The Mad Elf famous as well as a touch of alcohol and some mellow malt flavors."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,32,1
+brauhaus_brew_hall-scotch_ale,0,0,244491419648,"{""name"":""Scotch Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_brew_hall"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally brewed exclusively for beer shows, this award-winning ale has always been a Brau Brothers favorite! This is not your typical Scotch Ale. Combined with traditional malt\r\nsweetness is a distinct smoke flavor derived from authentic peat-smoked malt. This beer will change your opinion about Scottish ales due to its drinkability. Hop flavor and bitterness are minor, yet balance out this malty beer.\r\n\r\nBrau Scotch Ale is copper to amber in color with an off-white head of tightly laced bubbles. Wide-bowled glassware will allow the sweet and smoky aroma to escape. This ale can be served from 34- 50 degrees Fahrenheit. Lower temps will make it easier to drink while higher temps will enhance both malt and hop flavor. Portion control is important as this beer."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,42,1
+augustiner_brau_munchen-pils,0,0,244374110210,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augustiner_brau_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+dostal_alley,0,0,244626685954,"{""name"":""Dostal Alley"",""city"":""Central City"",""state"":""Colorado"",""code"":""80427"",""country"":""United States"",""phone"":""1-303-582-1610"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Dostal Alley""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.8019,""lon"":-105.514}}",1,47,1
+samuel_smith_old_brewery_tadcaster-winter_welcome_1996_1997,0,0,244990672898,"{""name"":""Winter Welcome 1996-1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+rowland_s_calumet_brewery-calumet_wheat,0,0,244991066112,"{""name"":""Calumet Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+jurupa_valley_brewing-double_chocolate_stout,0,0,244742553601,"{""name"":""Double Chocolate Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jurupa_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+harmon_brewing_company-puget_brown_porter,0,0,244743405568,"{""name"":""Puget Brown Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harmon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our brown porter is brewed with eight different malts to produce a smooth, well balanced, dark beer. A specially roasted barley provides a hint of chocolate. 5.6% ABV"",""style"":""Porter"",""category"":""Irish Ale""}",1,23,1
+pacific_beach_brewhouse-blonde,0,0,244868186114,"{""name"":""Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_beach_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+breckenridge_brewery-471_ipa,0,0,244492206082,"{""name"":""471 IPA"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoppy? Brother, 471 IPA redefines hoppy. 471 is a small batch, limited edition ale that was created by our Brewmaster to separate the weak from the strong. 471 is a double IPA, that combines Pale, Munich, Caramel-30, Carapils and Torrified Wheat malts, with Chinook, Centennial, Simcoe and Fuggles hops. It has a big sweet mouthfeel, followed by more hoppiness than you've ever had at one time. Enjoy."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,44,1
+broad_ripple_brewing-wheat_beer,0,0,244491878401,"{""name"":""Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+anderson_valley_brewing-winter_solstice_seasonal_ale_2002,0,0,244358381569,"{""name"":""Winter Solstice Seasonal Ale 2002"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+bar_harbor_brewing_company-thunder_hole_ale,0,0,244358119424,"{""name"":""Thunder Hole Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bar_harbor_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,1,1
+chelsea_brewing_company-blueberry_wheat,0,0,244493582337,"{""name"":""Blueberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chelsea_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,46,1
+pivovar_velk_popovice-kozel_premium,0,0,244991655938,"{""name"":""Kozel Premium"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_velk_popovice"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+brasserie_de_brunehaut-brasserie_de_brunehaut_bio_biere_blonde_organic,0,0,244373782528,"{""name"":""Brasserie De Brunehaut Bio Bière Blonde (Organic)"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic Belgian blonde ale from the Hainaut region in the southwest Belgium, near the French border. Top-fermented and bottle-conditioned, this is a clean, refreshing regional 'artisan' beer.\r\nThis organic blonde ale presents a nice yeasty nose, long-lasting head and a spicy, earthy note on the palate."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,40,1
+mckenzie_brew_house-irish_red_ale,0,0,244865368064,"{""name"":""Irish Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+weyerbacher_brewing_company-twelve,0,0,245752659970,"{""name"":""Twelve"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our 12th anniversary brew is a Rye Barleywine.  Checking in at 10.2% abv, Twelve is being released in July and through the end of the year.   Made from 50% Rye Malt and 50% Barley Malt, this strong ale is extremely viscous. The rye adds a tantalizing note of flavor on the palate with a hint of tartness you've come to expect from Rye.  Slightly warm when its young, the beer will age very well, perhap 5 years or more.  We're guessing that peak taste will be in the 1 to 2 year old range, with 3 and 4 not far behind.  Be sure to lay some down in your collection."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,63,1
+abita_brewing_company-abita_golden,0,0,244358184961,"{""name"":""Abita Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:49:38"",""description"":""Abita Golden is a crisp, clean continental lager. Just four ingredients are all it takes."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+brouwerij_bosteels,0,0,244494237697,"{""name"":""Brouwerij Bosteels"",""city"":""Buggenhout"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-052-33-22-82"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kerkstraat 92""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.0138,""lon"":4.2018}}",1,48,1
+appalachian_brewing_company-zoigl_star_lager,0,0,244357791746,"{""name"":""Zoigl Star Lager"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Zoigl is a golden, unfiltered lager beer which was originally brewed only in the region of Eastern Bavaria, between Franconia and the Czech Republic. For centuries, Zoigl was brewed in brewhouses owned by the town or an association of small brewers. \r\n\r\nThe Zoigl-Star, a six-angular star similar to the Star of David, was the sign of brewers in the middle ages. The star symbolizes the three elements (water, earth, and fire) and the three ingredients (water, malt, and hops) used for brewing. The importance of the yeast was not yet known in the 1400’s."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+harmon_brewing_company-mt_takhoma_blonde_ale,0,0,244742946816,"{""name"":""Mt. Takhoma Blonde Ale"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harmon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""German Pilsner Malt and a touch of flaked wheat are used to produce this light bodied, straw colored ale. Horizon and Glacier hops provide the balance. This beer finishes crisp and dry. Try this with and orange slice. 3.8% ABV"",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,22,1
+twin_rivers_brewing-imperial_stout,0,0,245112176642,"{""name"":""Imperial Stout"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+brouwerij_bavik_de_brabandere,0,0,244491485184,"{""name"":""Brouwerij Bavik - De Brabandere"",""city"":""Bavikhove"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-56-71-13-79"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rijksweg 33""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8628,""lon"":3.2992}}",1,42,1
+beach_brewing-magic_brew,0,0,244374175744,"{""name"":""Magic Brew"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,41,1
+duneland_brewhouse_pub_and_restaurant,0,0,244626751488,"{""name"":""Duneland Brewhouse Pub and Restaurant"",""city"":""Michigan City"",""state"":""Indiana"",""code"":""46360"",""country"":""United States"",""phone"":""1-219-878-9180"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.7075,""lon"":-86.895}}",1,47,1
+sapporo_breweries_chuo-draft,0,0,244990738432,"{""name"":""Draft"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sapporo_breweries_chuo"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,24,1
+rush_river_brewing-the_unforgiven_amber_ale,0,0,244991131648,"{""name"":""The Unforgiven Amber Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rush_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+jw_lees_and_co_brewers_ltd-manchester_star_ale,0,0,244742553602,"{""name"":""Manchester Star Ale"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,21,1
+hoppy_brewing_company-liquid_sunshine_blonde_ale,0,0,244743405569,"{""name"":""Liquid Sunshine Blonde Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppy_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""s a unique, all-natural style of beer that currently falls under the category of a Specialty Ale. In other words, there is no true category for this beer... Characterized by its distinctive Mount Hood hop aroma and beautiful blonde color, Liquid Sunshine™ is brewed at a low temperature to create a nice light dry finish. Using only the finest 2-row malted barley, wheat, rye, and great northwestern grown hops, this combination results in a clean, crisp, and uniquely refreshing beer. As usual, no artificial preservatives have been added to our beer during and/or after the brewing process...\r\nThere’s nothing like it under the sun!!!"",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,23,1
+pacific_rim_brewing-puget_porter,0,0,244991262720,"{""name"":""Puget Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,26,1
+breckenridge_brewery,0,0,244492271616,"{""name"":""Breckenridge Brewery"",""city"":""Denver"",""state"":""Colorado"",""code"":""80204"",""country"":""United States"",""phone"":""303-623-2739"",""website"":""http://www.breckbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""471 Kalamath Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7236,""lon"":-105.001}}",1,44,1
+brouwerij_van_steenberge-gulden_draak,0,0,244491943936,"{""name"":""Gulden Draak"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""Gulden Draak is a beer in a class of its own. It is a beer that is rich and glowing, so full of its very own characteristic flavour, that it reminds some who try it of chocolate and others of coffee. In 1998 Gulden Draak was crowned “best beer in the world” by the American Tasting Institute! This beer has won many other awards too. Gulden Draak is named for the golden statue at the top of the clock tower of the Belgian city of Gent. The statue was originally given to the city of Constantinople by the Norse King Sigrid Magnusson in 1111, during the crusades; hence the form of a Viking ship that the beast was given. During a later crusade, Boudewijn IX (Count of Flanders and Emperor of Constantinople) took it back to Flanders with him because it was so beautiful. In 1382, the cities of Brugge and Gent did battle for the statue. Gent won.""}",1,43,1
+appalachian_brewing_company-abbey_roade_belgian_ale,0,0,244358381570,"{""name"":""Abbey Roade Belgian Ale"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Abbey Roade is brewed in the tradition of the famous Belgian Abbey-style ales.  This wonderful brew is soft and sweet up front.  The complex and spicy middle palate is in most part due to the generous addition of dark Belgian candy sugar.  This semi-dry ale has notes of ripe plum and pear with a peppery finish. \r\nThe origins of the Abbey-style ale date back to the Middle Ages.  Monks residing in monasteries, called Abbeys, brewed beer as a source of nutrition during their frequent and often lengthy fasting periods."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,3,1
+bayerische_staatsbrauerei_weihenstephan-festbier,0,0,244358119425,"{""name"":""Festbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,1,1
+chimay_abbaye_notre_dame_de_scourmont-chimay_premiere_chimay_red,0,0,244493582338,"{""name"":""Chimay Première (Chimay Red)"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chimay_abbaye_notre_dame_de_scourmont"",""updated"":""2010-07-22 20:00:20"",""description"":""First sold in 75 cl (25.4 fl.oz.) bottles, it is noted for its coppery colour which makes it particularly attractive.\r\n\r\nTopped with a creamy head, it gives off a light, fruity apricot aroma produced by the fermentation. The taste perceived in the mouth is a balance confirming the fruity nuances noticed in the fragrance. \r\n\r\nIts taste, which imparts a silky sensation to the tongue, is made refreshing by a light touch of bitterness. To the palate, the taster perceives a pleasant astringency which complements the flavour qualities of this beer very harmoniously.\r\n\r\nThis top fermented Trappist beer, refermented in the bottle, is not pasteurised."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,46,1
+pivovary_staropramen-staropramen,0,0,244991721472,"{""name"":""Staropramen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovary_staropramen"",""updated"":""2010-07-22 20:00:20"",""description"":""Classic famous czech beer from Praha, one of the best beers of the world"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,27,1
+brasserie_duyck-jenlain_st_druon_de_sebourg,0,0,244490633216,"{""name"":""Jenlain St Druon de Sebourg"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_duyck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+mcmenamins_mill_creek-porter,0,0,244865368065,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,20,1
+whitbread_beer_company-mackeson_xxx_stout,0,0,245752725504,"{""name"":""Mackeson XXX Stout"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""whitbread_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Sweet Stout"",""category"":""British Ale""}",1,63,1
+abita_brewing_company-abita_light_beer,0,0,244358184962,"{""name"":""Abita Light Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:50:18"",""description"":""Uniquely hand-crafted using 100% all natural ingredients: The result is the smoothest, most flavorful light beer."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,2,1
+brouwerij_st_bernardus,0,0,244494237698,"{""name"":""Brouwerij St. Bernardus"",""city"":""Watou"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-057/38.80.21"",""website"":""http://www.sintbernardus.be"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Trappistenweg 23""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8425,""lon"":2.6362}}",1,48,1
+august_schell_brewing,0,0,244357857280,"{""name"":""August Schell Brewing"",""city"":""New Ulm"",""state"":""Minnesota"",""code"":""56073"",""country"":""United States"",""phone"":""800-770-5020"",""website"":""http://www.schellsbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The August Schell Brewing Company is a brewing company in New Ulm, Minnesota. It was founded by German immigrants August Schell and Jacob Bernhardt in 1860 and passed into the possession of the Schell family in 1866. It is the second oldest family-owned brewery in America and became the oldest and largest brewery in Minnesota when the company bought the Grain Belt rights in 2002."",""address"":[""1860 Schell Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.2896,""lon"":-94.449}}",1,0,1
+harviestoun_brewery-bitter_and_twisted,0,0,244742946817,"{""name"":""Bitter and Twisted"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harviestoun_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+union_barrel_works,0,0,245112242176,"{""name"":""Union Barrel Works"",""city"":""Reamstown"",""state"":""Pennsylvania"",""code"":""17567"",""country"":""United States"",""phone"":""717-335-7837"",""website"":""http://www.unionbarrelworks.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Union Barrel Works is a restaurant and brew pub located in Reamstown, Pennsylvania in an historic building which originally functioned as a hardware store. It later became Reamstown Garment and was a sewing factory. The building itself was built in 1911 and still has the original hardwood maple floors and authentic tin ceiling. Come visit us for a great atmosphere, better food and excellent beer!"",""address"":[""6 N. Reamstown Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.2118,""lon"":-76.1232}}",1,32,1
+brouwerij_de_block-satan_gold,0,0,244491485185,"{""name"":""Satan Gold"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_block"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+beamish_crawford-genuine_irish_stout,0,0,244374175745,"{""name"":""Genuine Irish Stout"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beamish_crawford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+elysian_brewing_tangletown-foster_child_australian_lager,0,0,244626751489,"{""name"":""Foster Child Australian Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewing_tangletown"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+simmerberg_brusttt_und_taferne-weizen,0,0,244990738433,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,24,1
+scuttlebutt_brewing-sequoia_red,0,0,244991131649,"{""name"":""Sequoia Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,25,1
+kleinbrouwerij_de_glazen_toren-ondineke_oilsjtersen_tripel,0,0,244742619136,"{""name"":""Ondineke Oilsjtersen Tripel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kleinbrouwerij_de_glazen_toren"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+humboldt_brewing-redwood_amber,0,0,244743471104,"{""name"":""Redwood Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,23,1
+pinnacle_peak_patio_steakhouse_microbrewery,0,0,244991262721,"{""name"":""Pinnacle Peak Patio Steakhouse & Microbrewery"",""city"":""Scottsdale"",""state"":""Arizona"",""code"":""85255"",""country"":""United States"",""phone"":""1-480-563-5133"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10426 East Jomax Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.7268,""lon"":-111.853}}",1,26,1
+broad_ripple_brewing-stout,0,0,244492271617,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+bulldog_brewing-aztec_amaranth_ale,0,0,244492009472,"{""name"":""Aztec Amaranth Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bulldog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+atwater_block_brewing-alt,0,0,244358381571,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,3,1
+bayern_brewing,0,0,244358119426,"{""name"":""Bayern Brewing"",""city"":""Missoula"",""state"":""Montana"",""code"":""59801"",""country"":""United States"",""phone"":""1-406-721-1482"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1507 Montana Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.8726,""lon"":-114.02}}",1,1,1
+courthouse_pub,0,0,244493647872,"{""name"":""Courthouse Pub"",""city"":""Manitowoc"",""state"":""Wisconsin"",""code"":""54220"",""country"":""United States"",""phone"":""1-920-686-1166"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1001 South Eighth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.0886,""lon"":-87.6576}}",1,46,1
+pivzavod_baltika-baltika_9,0,0,244991721473,"{""name"":""Baltika #9"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivzavod_baltika"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+brauerei_schumacher-alt,0,0,244490633217,"{""name"":""Alt"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_schumacher"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,40,1
+mcmullen_sons,0,0,244865368066,"{""name"":""McMullen & Sons"",""city"":""Hertford"",""state"":""Hertfordshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01992)-584911"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""26 Old Cross""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.7975,""lon"":-0.0806}}",1,20,1
+yazoo_brewing-esb,0,0,245752725505,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,63,1
+allentown_brew_works-fegley_s_amber_lager,0,0,244358184963,"{""name"":""Fegley's Amber Lager"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber Colored lager with a nice caramel malt flavor backed by a nice dose of Imported Hersbrucker Hops for a nice easy drinking lager."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,2,1
+brouwerij_st_feuillien-brune_bruin,0,0,244494237699,"{""name"":""Brune / Bruin"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_feuillien"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+avery_brewing_company-old_jubilation_ale,0,0,244357857281,"{""name"":""Old Jubilation Ale"",""abv"":8.0,""ibu"":30.0,""srm"":0.0,""upc"":7,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-12-19 09:56:02"",""description"":""A winter strong ale with mahogany hue, a hint of hazelnuts and a finish reminiscent of mocha and toffee. No spices, just a perfect blend of five specialty malts."",""style"":""Strong Ale"",""category"":""British Ale""}",1,0,1
+harviestoun_brewery-old_engine_oil,0,0,244742946818,"{""name"":""Old Engine Oil"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harviestoun_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,22,1
+upstream_brewing_company_at_legacy-blackstone_stout,0,0,245112242177,"{""name"":""Blackstone Stout"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,32,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis-achel_trappist_extra,0,0,244491550720,"{""name"":""Achel Trappist Extra"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_der_sint_benedictusabdij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+bell_s_brewery_inc-best_brown_ale,0,0,244374175746,"{""name"":""Best Brown Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich brown ale perfect for the fall and winter. Plenty of malt character and smooth sweet finish give this brown ale its distinct character."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,41,1
+f_x_matt_brewing-saranac_pumpkin_ale,0,0,244626817024,"{""name"":""Saranac Pumpkin Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Pumpkin Ale is brewed with Pumpkin, Cinnamon, Allspice, Cloves, Ginger and Vanilla. Look for a full-body and amber color. We're sure you'll enjoy this special brew!"",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,47,1
+ska_brewing_company-modus_hoperandi,0,0,244990738434,"{""name"":""Modus Hoperandi"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,24,1
+sharktooth_brewing-big_kahuna_brown,0,0,244991131650,"{""name"":""Big Kahuna Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+kona_brewing-black_sand_porter,0,0,244742619137,"{""name"":""Black Sand Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+independence_brew_pub-belgian_singel,0,0,244743471105,"{""name"":""Belgian Singel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+pyramid_alehouse_brewery_and_restaurant_seattle-5_000_year_ale,0,0,244991328256,"{""name"":""5,000 Year Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+brouwerij_verhaeghe,0,0,244492271618,"{""name"":""Brouwerij Verhaeghe"",""city"":""Vichte"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-056-77-70-32"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Beukenhofstraat 96""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8322,""lon"":3.3884}}",1,44,1
+cedar_brewing-red_rocket_amber_ale,0,0,244492009473,"{""name"":""Red Rocket Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+512_brewing_company-512_ipa,0,0,244358774784,"{""name"":""(512) IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""(512) India Pale Ale is a big, aggressively dry-hopped American IPA with smooth bitterness (~65 IBU) balanced by medium maltiness. Organic 2-row malted barley, loads of hops, and great Austin water create an ale with apricot and vanilla aromatics that lure you in for more."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,5,1
+bell_s_brewery_inc-bell_s_cherry_stout,0,0,244358447104,"{""name"":""Bell's Cherry Stout"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich and powerful beer with tart cherry appeal, make this a fine stout."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,3,1
+big_ridge_brewing-old_sullivan_porter,0,0,244358119427,"{""name"":""Old Sullivan Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+duclaw-misfit_red,0,0,244626096128,"{""name"":""Misfit Red"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""This medium bodied amber ale has a smooth, malt character with a hint of roasted (dark) malt flavor. This beer has just enough hops to balance and goes well with many foods."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,46,1
+pony_express_brewing,0,0,244991721474,"{""name"":""Pony Express Brewing"",""city"":""Olathe"",""state"":""Kansas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.8814,""lon"":-94.8191}}",1,27,1
+brauerei_spezial,0,0,244490698752,"{""name"":""Brauerei Spezial"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-24304"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Obere Knigsstrae 10""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.8942,""lon"":10.8855}}",1,40,1
+mendocino_brewing_hopland-red_tail_ale,0,0,244865433600,"{""name"":""Red Tail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+yuengling_son_brewing-yuengling_lager,0,0,245752791040,"{""name"":""Yuengling Lager"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Yuengling Traditional Lager is an iconic American lager famous for its rich amber color and medium-bodied flavor. Brewed with roasted caramel malt for a subtle sweetness and a combination of cluster and cascade hops, this true original promises a well balanced taste with very distinct character. Its exceptional flavor and smooth finish is prevalently enjoyed by consumers with even the most discerning tastes. Our flagship brand, Yuengling Traditional Lager is an American favorite delivering consistent quality and refreshment that never disappoints. In fact, it's so widely known and unique in its class, in some areas you can ask for it simply by the name \""Lager.\"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,63,1
+amherst_brewing_company-patriots_pilsner,0,0,244358250496,"{""name"":""Patriots Pilsner"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional European Pilsner light in body and color. This brew possesses mild hoppy flavors and a crisp clean finish. It is made with traditional European hops: Hallertau and Saaz."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,2,1
+bube_s_brewery-bube_s_india_pale_ale_ipa,0,0,244494303232,"{""name"":""Bube's India Pale Ale (IPA)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Bube's rendition of this classic style is made with fine 2-row malted barley and West Coast hops. A wonderful malt finish with a delicate citrus aroma, reminiscent of its Old-World cousin."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+basil_t_s_brew_pub_and_italian_grill-bad_seed_pumpkin_ale,0,0,244357857282,"{""name"":""Bad Seed Pumpkin Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""basil_t_s_brew_pub_and_italian_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+abita_brewing_company-restoration_pale_ale,0,0,244358578176,"{""name"":""Restoration Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Abita Restoration Pale Ale was created after the back-to-back hurricanes devastated Louisiana. With your help, the abita Brewing Company raised over $500,000 for hurricane relief. This brilliant, golden pale ale has a rich body, mild bitterness and a snappy, fresh citrus hop flavor and aroma. Cold filtered and brewed in small batches using no additives or preservatives, the Abita Company is proud to be Louisiana True."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+heineken_international-heineken,0,0,244742946819,"{""name"":""Heineken"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_international"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+victory_brewing-v_12,0,0,245748203520,"{""name"":""V-12"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Heady with a aromatic fruity start and taste, this amber ale features hints of pear and apricot in its well-nuanced flavor. The initial impression of fruitiness concludes in a refreshing dryness that begs you to sip again. Be fore- warned, this ale is immense as it registers 12% abv."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,32,1
+caldera_brewing-dry_hop_orange,0,0,244491550721,"{""name"":""Dry Hop Orange"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A conundrum in the world of beer.  This ale does not fit any conventional beer style.  Orange in color only, this beer has hop characteristics of oranges and tangerines.""}",1,42,1
+bell_s_brewery_inc-winter_white_ale,0,0,244374241280,"{""name"":""Winter White Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A Wheat Ale brewed with American Wheat and a proprietary blend of Hefe and classic Belgian-style yeasts. A refreshing winter alternative created from the subtle fusion of two classic flavors."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,41,1
+founders_brewing-founders_black_rye,0,0,244626817025,"{""name"":""Founders Black Rye"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer will surprise you with a big hop flavor and a toasty sweet aroma. Pours black from the chocolate and de-bitterized black rye malts. This ale is medium bodied and is well flavored with hints of toffee, nutty undertones and a dry crisp finish."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,47,1
+sudwerk_privatbrauerei_hbsch-marzen,0,0,245108441088,"{""name"":""Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sudwerk_privatbrauerei_hbsch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,24,1
+sierra_nevada_brewing_co,0,0,244991131651,"{""name"":""Sierra Nevada Brewing Co."",""city"":""Chico"",""state"":""California"",""code"":""95928"",""country"":""United States"",""phone"":""1-530-893-3520"",""website"":""http://www.sierranevada.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1075 East 20th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7246,""lon"":-121.816}}",1,25,1
+krogh_s_restaurant_and_brewpub-gold,0,0,244742684672,"{""name"":""Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+iron_city_brewing_co-ic_light,0,0,244743471106,"{""name"":""IC Light"",""abv"":4.15,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""IC Light is an original, not a watered down copy, and brewed to be light from start to finish."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,23,1
+pyramid_alehouse_brewery_and_restaurant_seattle-hefeweizen,0,0,244991328257,"{""name"":""Hefeweizen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+browar_warka-warka_strong,0,0,244492271619,"{""name"":""Warka Strong"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_warka"",""updated"":""2010-07-22 20:00:20"",""description"":""European Strong Lager"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+corner_pub-ipa,0,0,244492009474,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""corner_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+abbaye_de_maredsous-6,0,0,244358840320,"{""name"":""6"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_de_maredsous"",""updated"":""2010-07-22 20:00:20"",""description"":""Blonde Ales are one of the fastest growing beer styles in Belgium, France and the UK. Moorgat's Maredsous 6 is an easy drinking Blonde with a balance of graininess and aromatic hop."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,5,1
+big_hole_brewing-mythical_white_grand_cru,0,0,244358447105,"{""name"":""Mythical White Grand Cru"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_hole_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+boston_beer_company-samuel_adams_holiday_porter,0,0,244358119428,"{""name"":""Samuel Adams Holiday Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Traditional, British style. Robust and full bodied.  Introduced as a member of the Winter Classics Mix Pack in 2004, Samuel Adams® Holiday Porter with its rich malt complexity has become a favorite among our winter seasonal brews. In total, five varieties of malted barley are used in the brewing process including a variety of German malt called Carafa®. The Carafa® gives our Holiday Porter its smooth, roasted malt character. Add generous portions of imported hops to the mix and one has a brew that is both robust and high in drinkability."",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+egan_brewing-raspberry_ginger_mead,0,0,244626227200,"{""name"":""Raspberry Ginger Mead"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+privatbrauerei_bolten,0,0,244991787008,"{""name"":""Privatbrauerei Bolten"",""city"":""Korschenbroich"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2161-/-61790-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rheydter-Strae 138""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.1833,""lon"":6.4993}}",1,27,1
+brauhaus_brew_hall,0,0,244490764288,"{""name"":""Brauhaus Brew Hall"",""city"":""Lucan"",""state"":""Minnesota"",""code"":""56255"",""country"":""United States"",""phone"":""1-507-747-2796"",""website"":""http://www.braubrothersbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We are very excited to introduce Brau Brothers Brewing Company, LLC. We are a locally owned and operated brewery, producing strictly for a local and regional market. We like to stay close to the beer we produce as well as to the people who drink it. Our modest scale allows us to be more flexible, dynamic, and closer to retailers as well as beer drinkers."",""address"":[""111 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.4105,""lon"":-95.4107}}",1,40,1
+mississippi_brewing_co,0,0,244865433601,"{""name"":""Mississippi Brewing Co."",""city"":""Utica"",""state"":""New York"",""code"":""11042"",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":40.687,""lon"":-73.708}}",1,20,1
+yingyi,0,0,91351115366400,"{""click"":""to edit"",""new in 2.0"":""there are no reserved field names""}",1,63,1
+anchor_brewing-old_foghorn_2002,0,0,244358250497,"{""name"":""Old Foghorn 2002"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+bube_s_brewery-bube_s_munich_lager,0,0,244494303233,"{""name"":""Bube's Munich Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+berliner_kindl_brauerei_ag-weisse,0,0,244357857283,"{""name"":""Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""berliner_kindl_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+adnams_co,0,0,244358578177,"{""name"":""Adnams & Co."",""city"":""Southwold"",""state"":""Suffolk"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01502)-727200"",""website"":""http://www.adnams.co.uk"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Adnams is one of England's oldest and most respected breweries, but despite its rich heritage and enduring fame, Adnams is not a company willing to rest on its laurels. Its continued commitment to quality and innovative packaging designs has made it Britain's fastest growing brewery over the last two years. To top it off, Adnams' head brewer was recently chosen as Britain's Brewer of the Year by a panel of his peers. The aggressive team at Adnams is raring to go and keen to make a mark in the U.S."",""address"":[""IP18 6JW""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.3277,""lon"":1.6802}}",1,4,1
+heineken_international,0,0,244743012352,"{""name"":""Heineken International"",""city"":"""",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":"""",""website"":""http://www.heineken.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,22,1
+wdi_bru_huus-hell,0,0,245748203521,"{""name"":""Hell"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+capital_brewery-capital_munich_dark,0,0,244491616256,"{""name"":""Capital Munich Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+bellows_brew_crew-wheat,0,0,244374241281,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+gasthof_brauerei_zum_frohsinn-dunkel,0,0,244626817026,"{""name"":""Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthof_brauerei_zum_frohsinn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+tap_room_brewing_company,0,0,245108506624,"{""name"":""Tap Room Brewing Company"",""city"":""La Crosse"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.taproom21.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.8014,""lon"":-91.2396}}",1,24,1
+siletz_roadhouse_brewery-black_diamond_imperial_porter,0,0,244991197184,"{""name"":""Black Diamond Imperial Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,25,1
+left_hand_brewing_company-black_jack_porter,0,0,244742684673,"{""name"":""Black Jack Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+issaquah_brewhouse-frosty_frog,0,0,244743471107,"{""name"":""Frosty Frog"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""issaquah_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+river_horse_brewing_company-belgian_freeze_winter_ale,0,0,244991393792,"{""name"":""Belgian Freeze Winter Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""As the days grow shorter and frost becomes snow, our Belgian Freeze winter ale is the perfect remedy to loosen the spirits. This deep amber tonic is brewed with lots of roasted caramel malt for body and warmth to bring in the holidays and see you through the spring."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,26,1
+bube_s_brewery-bube_s_brown_ale,0,0,244492337152,"{""name"":""Bube's Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Another one of our first recipes, which we have improved with experience. This ale is pleasantly malty with nutty and toffee like undertones. East Kent Golding hops were used to compliment this English style ale."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+cricket_hill-circket_hill_american_ale,0,0,244492075008,"{""name"":""Circket Hill American Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-07-22 20:00:20"",""description"":""Our American Ale is a favorite everywhere - an amber ale with a wonderful balance of caramel sweetness and hop flavor. The aroma has a slight note of citrus and rock candy. There is not an imported Ale on the market that tastes this fresh!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+ale_asylum,0,0,244358840321,"{""name"":""Ale Asylum"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53704"",""country"":""United States"",""phone"":""6086633926"",""website"":""http://www.aleasylum.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""HOURS OF OPERATION:"",""address"":[""3698 Kinsman Blvd""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.1257,""lon"":-89.3253}}",1,5,1
+big_ridge_brewing-brotherhood_black_tan,0,0,244358447106,"{""name"":""Brotherhood Black & Tan"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,3,1
+boulevard_brewing_company-boulevard_pale_ale,0,0,244358184960,"{""name"":""Boulevard Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Boulevard Pale Ale is a smooth, fruity, well-balanced beer with year-round appeal. A variety of caramel malts impart a rich flavor and amber color, while liberal use of whole hops adds zest and aroma. Pale Ale is the first beer we brewed, and continues to be a perennial favorite."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+egan_brewing-sod_off_baldrick,0,0,244626227201,"{""name"":""Sod Off, Baldrick"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+rail_house_restaurant_and_brewpub-pilsner_discontinued,0,0,244991787009,"{""name"":""Pilsner (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,27,1
+brouwerij_bockor,0,0,244490764289,"{""name"":""Brouwerij Bockor"",""city"":""Bellegem"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-056-21-51-71"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kwabrugstraat 5""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7767,""lon"":3.2785}}",1,40,1
+mogollon_brewing_company-apache_trout_stout,0,0,244865433602,"{""name"":""Apache Trout Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mogollon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""From Arizona’s high country comes Apache Trout Stout, a robust, full bodied, top fermented ale.  Our brewers use mountain pure water, select roasted barley, hops and yeast to create this traditional style.  Savor the balanced, roasted malt flavor and the lingering sweetness that makes this dry stout a cool weather treat."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,20,1
+ali_i_brewing-macadamia_nut_brown_ale,0,0,244359364608,"{""name"":""Macadamia Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+barley_island_brewing,0,0,244358250498,"{""name"":""Barley Island Brewing"",""city"":""Noblesville"",""state"":""Indiana"",""code"":""46060"",""country"":""United States"",""phone"":""1-317-770-5280"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""639 Conner Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0453,""lon"":-86.0155}}",1,2,1
+cains-dark_mild,0,0,244494368768,"{""name"":""Dark Mild"",""abv"":3.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cains"",""updated"":""2011-05-17 03:19:48"",""description"":""This is a smooth, full flavoured, truly dark mild with a rich creamy head. It has a full body and distinctive roasted malt taste, balanced by its fresh hop character. Complex flavours and aromas are achieved by blending deeply roasted malt and adding a selected blend of English hops, including dry hops, to the cask conditioned beer."",""style"":""English-Style Dark Mild Ale"",""category"":""British Ale""}",1,48,1
+big_boss_brewing_company-hell_s_belle,0,0,244357857284,"{""name"":""Hell's Belle"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_boss_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This style originated in Belgium to compete with the pilsners from Czechoslovakia, Germany, and Poland. It is a fruity ale with very strong carbonation, with complex, spicy flavors like cloves."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,0,1
+alesmith_brewing-ipa,0,0,244358578178,"{""name"":""IPA"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,4,1
+hoffbrau_steaks_brewery_1-black_rock_bock,0,0,244743012353,"{""name"":""Black Rock Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,22,1
+whitbread_beer_company-ale,0,0,245748269056,"{""name"":""Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""whitbread_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,32,1
+capital_city_brewing_company,0,0,244491616257,"{""name"":""Capital City Brewing Company"",""city"":""Washington"",""state"":""District of Columbia"",""code"":""20005"",""country"":""United States"",""phone"":""202.628.2222"",""website"":""http://www.capcitybrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Washington DC's first brewpub since prohibition, Capitol City Brewing Co. opened its doors in 1992. Our first location still stands in Downtown DC, at 11th and H St., NW. Our company policy is to bring the fine craft of brewing to every person who lives and visits our region, as well as treating them to a wonderful meal and a great experience."",""address"":[""1100 New York Ave, NW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.8999,""lon"":-77.0272}}",1,42,1
+big_time_brewing-slam_dunkelweizen,0,0,244374306816,"{""name"":""Slam Dunkelweizen"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+george_gale_company-conquest_ale,0,0,244626817027,"{""name"":""Conquest Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""george_gale_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,47,1
+taylor_brewing,0,0,245108506625,"{""name"":""Taylor Brewing"",""city"":""Lombard"",""state"":""Illinois"",""code"":""60148"",""country"":""United States"",""phone"":""1-630-990-8700"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""717 East Butterfield Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.8358,""lon"":-88.0091}}",1,24,1
+siletz_roadhouse_brewery-spruce_ale,0,0,244991197185,"{""name"":""Spruce Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+little_apple_brewing-blarney_stone_stout,0,0,244865695744,"{""name"":""Blarney Stone Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+jj_bitting_brewing-cali_steam_locomotive,0,0,244743536640,"{""name"":""Cali \""Steam\"" Locomotive"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jj_bitting_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+rock_bottom_restaurant_brewery_chicago,0,0,244991459328,"{""name"":""Rock Bottom Restaurant & Brewery - Chicago"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60610"",""country"":""United States"",""phone"":""1-312-755-9339"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 West Grand Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.8915,""lon"":-87.6284}}",1,26,1
+cambridge_brewing-charles_river_porter,0,0,244492402688,"{""name"":""Charles River Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cambridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Charles River Porter\r\n\r\nDeep and dark, full-bodied and robust, our Porter is crammed full of rich, roasted malt character. With underlying notes of fruitness, caramel and toffee, it finishes with a strong hop presence"",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+dark_horse_brewing_co-plead_the_5th_imperial_stout,0,0,244492075009,"{""name"":""Plead the 5th Imperial Stout"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""It's big and full bodied with lots of roasted malts and balanced with heavy hops to put this imperial in a league of its own."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,43,1
+amherst_brewing_company-graduation_ale,0,0,244358840322,"{""name"":""Graduation Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Golden pale ale, slightly hoppy. Brewed each May for the upcoming graduates. It took you four hard years to graduate so we made this one easy to drink. Congratulations!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,5,1
+big_rock_brewery-grasshopper,0,0,244358447107,"{""name"":""Grasshopper"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,3,1
+brauerei_gasthof_zur_krone-see_weizen_bio_hefeweizen,0,0,244474380288,"{""name"":""See-Weizen Bio-Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gasthof_zur_krone"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,1,1
+egan_brewing-steinworthy_oktoberfest,0,0,244626227202,"{""name"":""Steinworthy Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,46,1
+rail_house_restaurant_and_brewpub-stout_discontinued,0,0,244991787010,"{""name"":""Stout (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,27,1
+brouwerij_de_smedt,0,0,244490764290,"{""name"":""Brouwerij De Smedt"",""city"":""Opwijk"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-052-35-99-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ringlaan 18""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.971,""lon"":4.191}}",1,40,1
+molson_breweries_of_canada-molson_canadian,0,0,244865499136,"{""name"":""Molson Canadian"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":""Molson beers are imported directly from Canada.  Crystal-clear, pure Canadian water, the finest Canadian prairie grains and select European hops give Molson a brewing heritage that dates back to 1786.\r\n\r\nMolson Canadian is Molson Brewing Company's flagship brand.  Starting with crystal clear water, malted barley and the finest hops, Molson Canadian is slowly fermented to produce a smooth, refreshing beer with a genuine taste. Clean and clear, crisp and cold, Molson Canadian is a classic lager."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+allentown_brew_works-pig_pen_pilsener,0,0,244359364609,"{""name"":""Pig Pen Pilsener"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Crisp Clean and refreshing Golden Lager brewed with German Malt and Hops for an authentic flavor. Pig Pen Pils is a great introduction into the world of Craft Brewed beer."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,7,1
+big_sky_brewing-powder_hound_winter_ale,0,0,244358250499,"{""name"":""Powder Hound Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Two words describe Montana winters... Cold, dark, and snowy. And we wouldn't have it any other way, because it's the only time of year for Powder Hound, our Northern Rockies Winter Ale. Rich malt taste and an avalanche of hops will make you want to say these three words- \""I'll have another Powder Hound!\""  \r\n\r\nSince Powder Hound is our own creation, it does not fit neatly into a style. Some folks would call it an \""Old Ale\"" and others might call it a \""Winter Warmer\"". Regardless of what you call it, Powder Hound satisfies, with the fine, hand-selected British hops fully complementing the smooth malt notes. After a day on the snow, enjoy a Powder Hound Winter Ale. Available November through March."",""style"":""Old Ale"",""category"":""British Ale""}",1,2,1
+capitol_city_brewing_4-prohibition_porter,0,0,244494368769,"{""name"":""Prohibition Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capitol_city_brewing_4"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+bison_brewing-bison_chocolate_stout,0,0,244357922816,"{""name"":""Bison Chocolate Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""This richly textured, roasty dry stout has a boost of bitter and charismatic flavor from the addition of cocoa powder in the mash. We blend five unique organic malts to create Bison's most award winning beer.\"" from http://bisonbrew.com/chocolate-stout.asp\r\n\r\nAnd I concur.  This is a relatively mild stout, with a malty rich flavor.  Adding this to my list of preferred beers.""}",1,0,1
+anchor_brewing-our_special_ale_1994,0,0,244358643712,"{""name"":""Our Special Ale 1994"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+hook_ladder_brewing_company-hook_ladder_lighter,0,0,244743012354,"{""name"":""Hook & Ladder Lighter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_ladder_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The right choice when you desire a flavorful beer with a 'lighter' body. Only 94 calories!"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,22,1
+abita_brewing_company-s_o_s,0,0,244359102464,"{""name"":""S.O.S"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:48:20"",""description"":""Save Our Shores (S.O.S) is an unfiltered weizen pils and has a brilliant golden color. A Charitable Pilsner"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,6,1
+cervecera_cuauhtmoc_moctezuma-cerveza_sol,0,0,244491681792,"{""name"":""Cerveza Sol"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,42,1
+brasserie_la_caracole-nostradamus,0,0,244491026432,"{""name"":""Nostradamus"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_caracole"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+gold_coast_brewery-golden_harvest_weizenbier,0,0,244626882560,"{""name"":""Golden Harvest Weizenbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gold_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,47,1
+the_lost_abbey-lost_and_found_abbey_ale,0,0,245108572160,"{""name"":""Lost and Found Abbey Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""Lost and Found- Modeled after the great Trappist and Monastic beers that inspired the founding of our brewery. A richly deep garnet colored ale created from a blend of Domestic and imported malts. As part of our commitment to interesting brewing endeavors, Chef Vince created a special raisin puree for this beer. Malts, raisins and a fantastic yeast strain working in harmony produce a beer of amazing complexity and depth. Available in 750ml bottles and on draft at select inspired locations."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,24,1
+slab_city_brewing-holiday_ale,0,0,244991197186,"{""name"":""Holiday Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+magnolia_pub_and_brewery-cole_porter,0,0,244865695745,"{""name"":""Cole Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+lagunitas_brewing_company-maximus_ale,0,0,244743536641,"{""name"":""Maximus Ale"",""abv"":8.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+russian_river_brewing-parking_violation,0,0,244991459329,"{""name"":""Parking Violation"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Wouldn't it suck to have a job where nobody likes you? And, regardless of your name, people always call you Rita, as in \""Lovely Rita?\"" Sometimes people just shorten it to the simpler \""meter maid.\"" The funny thing about that is the Webster dictionary defines a \""meter maid\"" as \""a female member of a police department who is assigned to write tickets for parking violations.\"" You have to wonder how the male \""meter maids\"" feel about that! Parking Violation is an American style pale ale using lots of American hops, lots of quarters, and several trips back and forth to the parking lot. So, remember to drink responsibly and feed your meter."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+central_waters_brewing_company-happy_heron_pale_ale,0,0,244492402689,"{""name"":""Happy Heron Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This crisp, zesty American pale is characterized by the sharp bitterness missing in many domestic pale ales. The clean finish and slight fruity notes help make our flagship brew a delightful treat."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+dark_horse_brewing_co-three_guy_off_the_scale_barley_wine,0,0,244492075010,"{""name"":""Three Guy Off The Scale Barley Wine"",""abv"":15.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A barley wine style ale brewed to 15% alc with hints of raisin, chocolate, carmel, sherry, cherry, and alcohol, just to name a few and this beer will only get better with age."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,43,1
+appalachian_brewing_company-sophie_s_sparkling_ale,0,0,244358840323,"{""name"":""Sophie's Sparkling Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Braggart Mead styled ale is light and refreshing with an essence of orange blossoms, pear, and honey in the aroma and a balanced fruity and clean finish. \r\n\r\nThis style was developed by our Brewmaster to have the perfect carbonation and crispness on our summer’s hot and humid Pennsylvania days.""}",1,5,1
+big_sky_brewing-crystal_ale,0,0,244358447108,"{""name"":""Crystal Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+brouwerij_abdij_der_trappisten_van_westmalle,0,0,244474445824,"{""name"":""Brouwerij Abdij der Trappisten van Westmalle"",""city"":""Westmalle"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":""32-033-12-05-35"",""website"":""http://www.trappistwestmalle.be"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""or more than 200 years the Westmalle Trappists have chosen a life of prayer and work. That is their true vocation, entirely in accordance with the rule of Saint Benedict. Monks, he stipulates, have to provide for themselves. hus there is also a brewery within the abbey. The monks deliberately keep production small, with special care for man and the environment. And because profit is not their motive, they spend the surplus from it on charity work and on people in need."",""address"":[""Antwerpsesteenweg 476""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.2974,""lon"":4.6881}}",1,1,1
+elysian_brewery_public_house-ambrosia_maibock,0,0,244626292736,"{""name"":""Ambrosia Maibock"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,46,1
+red_star_brewery_grille-red_star_pilsner,0,0,244991852544,"{""name"":""Red Star Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,27,1
+brouwerij_van_den_bossche,0,0,244490764291,"{""name"":""Brouwerij Van Den Bossche"",""city"":""Sint-Lievens-Esse"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-054-50-04-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""St Lievensplein 16""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8564,""lon"":3.8845}}",1,40,1
+moylan_s_brewery_restaurant-irish_dry_stout,0,0,244865499137,"{""name"":""Irish Dry Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+alpine_beer_company-nelson,0,0,244359364610,"{""name"":""Nelson"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alpine_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Golden Rye IPA.\r\nAn outstanding hop from New Zealand, Nelson Sauvin, is generously used throughout the brewing and dry-hopping of this unique beer. European rye is added for a smooth, malty addition to flavor. 1.065 OG 7%ABV"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+boston_beer_company-samuel_adams_brown_ale,0,0,244358250500,"{""name"":""Samuel Adams Brown Ale"",""abv"":5.35,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""rk in color yet medium bodied. Rich and smooth.\r\nSamuel Adams® Brown Ale is a study in flavor, body, and style. Supported by an interesting blend of malts, it shines with a deep mahogany luster. The roasted malt blend is complex and deep as well, with notes of biscuit, nut and caramel. The hops are imported from Europe; Noble Spalt from Germany and citrusy Goldings, a traditional British ale hop selected from a single farm in East Kent. With moderate hop bitterness, a deep malt body, and a fruity ale fermentation character, Samuel Adams® Brown Ale satisfies the soul and doesn"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+cervecera_jerome-cerveza_diablo,0,0,244494368770,"{""name"":""Cerveza Diablo"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_jerome"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+blackstone_restaurant_brewery-chaser_pale,0,0,244357922817,"{""name"":""Chaser Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blackstone_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+anheuser_busch-bud_dry,0,0,244358643713,"{""name"":""Bud Dry"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Introduced in 1989 Bud Dry is the first dry-brewed beer produced by an American brewer. It is brewed with select hops, grains and barley malt, which results in a lighter body and less-sweet taste. As with all Anheuser-Busch beers, it is cold-filtered for a smooth draft taste, but then goes through a second cold-filtered finishing process to provide its unique taste."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,4,1
+hoppin_frog_brewery-wild_frog_wheat,0,0,244743077888,"{""name"":""Wild Frog Wheat"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditional German-style, unfiltered wheat beer, with a lively balanced flavor. Although no fruit or spices were used in the brewing, these flavors are created by fermentation with special yeast from the oldest brewery in the world. Try Wild Frog Wheat with a slice of orange for a crisp, refreshing experience"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,22,1
+ali_i_brewing-kona_coffee_stout,0,0,244359168000,"{""name"":""Kona Coffee Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,6,1
+cheshire_cat_brewery-black_cat_stout,0,0,244491681793,"{""name"":""Black Cat Stout"",""abv"":6.15,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cheshire_cat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+brauhaus_brew_hall-brau_light,0,0,244491091968,"{""name"":""Brau Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_brew_hall"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+goose_island_beer_company_clybourn-kriek,0,0,244626882561,"{""name"":""Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,47,1
+three_floyds_brewing-munsterfest,0,0,245108572161,"{""name"":""Munsterfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,24,1
+spoetzl_brewery-shiner_kosmos_reserve,0,0,245108768768,"{""name"":""Shiner Kosmos Reserve"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Kosmos Spoetzl knew how to brew great beer. Born in Bavaria, Kosmos’ mastery of German brewing carried him as far as Egypt before he found his way to the small Texas town of Shiner. Our proud brewery still carries his name and commitment to excellence in brewing. This full-flavored, hop-jacked lager is every bit as unique as the man himself and our way of saluting the brewmaster who started it all."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+main_street_brewery-hop_daddy_ipa,0,0,244865761280,"{""name"":""Hop Daddy IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,21,1
+lakefront_brewery-old_3rd_street_xxx_belgian_strong_ale,0,0,244743536642,"{""name"":""Old 3rd Street XXX Belgian Strong Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+abbaye_de_maredsous-10,0,0,244360216576,"{""name"":""10"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_de_maredsous"",""updated"":""2010-07-22 20:00:20"",""description"":""Moortgat's Maredsous 10 is an orangy-blond big sweet tripel nudging into a barley wine."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,9,1
+sabmiller_india-haywards_2000,0,0,244991459330,"{""name"":""Haywards 2000"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Haywards 2000 H2K is India's only beer with an ABV of 5.5%, whilst the rest of the beers are either less than 5% or greater than 7.5% - 8%\r\n\r\nTaste:  Rich, smooth and crisp taste \r\nMalts:  Indian malts, 6 row barley \r\nHops:  Hop extract from Germany and Indian hops palate \r\nColour:  Gold  \r\nAvailability:  Parts of India  \r\nFermentation process: Bottom-fermented  \r\nServing temperature:  7 - 9 °C  \r\nPackaging:  650 ml and 330 ml glass bottle and 330 ml cans  \r\n\r\nhttp://www.sabmiller.in/brands_haywards_2000.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+cervecera_nacional-atlas_lager,0,0,244492468224,"{""name"":""Atlas Lager"",""abv"":3.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_nacional"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+dock_street_beer-dock_street_amber,0,0,244624785408,"{""name"":""Dock Street Amber"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""Dock Street Amber is a classic, top fermented ale and is the company flagship beer. \r\n\r\nIt is brewed with American Cascade hops and two row imported pale and caramel malts and then dry hopped. Our traditional brewing process gives this beer its subtle, complex and fruity character and its distinctive hop \""nose.\"" The result is an exceptionally balanced premium full bodied ale that finishes clean and smooth on the palate. It appeals to gourmets and beer aficionados.\r\n\r\nOur goal in brewing the Dock Street Amber was to produce a phenomenal tasting American beer. At the time it was created, most all full-bodied beers were imports.\"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+august_schell_brewing-grain_belt,0,0,244358905856,"{""name"":""Grain Belt"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""august_schell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer has changed hands a bit over its 60+ year history - first brewed by the Grain Belt Brewery in Minneapolis, then by the now-defunct Minnesota Brewing and currently by August Schell Brewing Co. in New Ulm."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+big_time_brewing-black_mulligan_dublin_stout,0,0,244358512640,"{""name"":""Black Mulligan Dublin Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+brouwerij_duvel_moortgat-maredsous_10_tripple,0,0,244474511360,"{""name"":""Maredsous 10 Tripple"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_duvel_moortgat"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1963, the Benedictine abbey of Maredsous entrusted the production and sales of the famed Maredsous beers to Duvel Moortgat. The monks continue to exercise strict control over its recipes and quality standards right up to today.\r\n\r\n \r\n\r\nRegardless of what colour or taste you choose, the Maredsous range has everything to intrigue you. These aromatic, delicate, fruity and velvety beers supplement each other in a perfect harmony as far as both colour and taste experience are concerned.\r\n\r\nThe blonde Maredsous with 6% alcohol content, the brown one with 8% alcohol content and the triple one with 10% alcohol content ripen first for two full months before they depart to their final destination. The specific bottle fermentation, refined by the brewery for its main brand Duvel, also give the Maredsous abbey beers an extra dimension. \t \r\n\r\nAbout Maredsous\r\n\r\nThe triple Maredsous with 10% alcohol content is one of the favourite beers of Michael Jackson, the outstanding beer ’pope’:\r\n\""These beers have long been my favourites. Above all the 10° is an especially tasty beer.\"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,1,1
+faultline_brewing_1-best_bitter,0,0,244626292737,"{""name"":""Best Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+richbrau_brewing_company,0,0,244991852545,"{""name"":""Richbrau Brewing Company"",""city"":""Richmond"",""state"":""Virginia"",""code"":""23219"",""country"":""United States"",""phone"":""(804) 644-3018"",""website"":""http://www.richbrau.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1214 East Cary St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.5356,""lon"":-77.4338}}",1,27,1
+brouwerij_van_steenberge-tikka_gold,0,0,244490829824,"{""name"":""Tikka Gold"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+nebraska_brewing_company-porter,0,0,244865499138,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,20,1
+anchor_brewing-liberty_ale,0,0,244359430144,"{""name"":""Liberty Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""San Francisco's famouse Liberty Ale was first brewed on the 18th of April, 1975 to celebrate the 200th anniversary of Paul Revere's historic ride. It is virtually handmade by the brewers of Anchor Steam Beer in one of the smallest and most traditional breweries in the world. Liberty Ale is made with the finest barley malt, fresh, whole hops, top fermenting yeast, pure water and the simple natural methods which reflect our exceptional respect for the ancient art of brewing. It is \""dry hopped,\"" a classic ale tradition, and slowly completes its fermentation in sealed vats in our cellars. This unique process creates Liberty Ale's distinctive bouquet and uncommonly delicate, entirely natural carbonation."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+brasserie_de_brunehaut,0,0,244358316032,"{""name"":""Brasserie de Brunehaut"",""city"":""Brunehaut"",""state"":""Hainaut"",""code"":""7623"",""country"":""Belgium"",""phone"":""32-069-34-64-11"",""website"":""http://www.brunehaut.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An artisanal (non-conglomerate) brewer, Brunehaut employs ancient Belgian brewing recipes, dating from the First Crusade and documented from 1096. Combining top (in-bottle) fermentation with modern production technologies, Brunehaut's signature ales include Dubble and Tripel bottle-conditioned ales, consistent with 1500+-year-old Belgian brewing traditions. Three bio (organic) beers, distributed under the Brunehaut label, use organic gains, grown by the brewers, within ten kilometers of the brewhaus."",""address"":[""Rue de Panneries 17""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.5109,""lon"":3.3883}}",1,2,1
+cervecera_jerome-cerveza_roja,0,0,244494434304,"{""name"":""Cerveza Roja"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_jerome"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,48,1
+bobcat_cafe_brewery,0,0,244357922818,"{""name"":""Bobcat Cafe & Brewery"",""city"":""Bristol"",""state"":""Vermont"",""code"":""5443"",""country"":""United States"",""phone"":""(802) 453-3311"",""website"":""http://www.bobcatcafe.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Nestled at the foot of the Green Mountains & located right in the heart of Bristol, The Bobcat Cafe & Brewery is just walking distance from the town green, downtown shopping & the Crystal Palace B&B. Established in 2001, this popular, community oriented cafe & brewery features a wide selection of house brewed beers, a diverse menu to meet any taste, carefully selected wines & a full bar."",""address"":[""4 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.1332,""lon"":-73.0784}}",1,0,1
+anheuser_busch-bud_ice,0,0,244358643714,"{""name"":""Bud Ice"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Actually an Ice Lager. Introduced in 1984."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+illinois_brewing-newmarket_pale_ale,0,0,244743077889,"{""name"":""Newmarket Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""illinois_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+amherst_brewing_company-bankers_gold,0,0,244359168001,"{""name"":""Bankers Gold"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Just another day at the bank. Very light, mild ale with a subtle hop finish. Brewed once a year in early Spring."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,6,1
+circle_v_brewing,0,0,244491681794,"{""name"":""Circle V Brewing"",""city"":""Indianapolis"",""state"":""Indiana"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.7684,""lon"":-86.158}}",1,42,1
+breckenridge_bbq_of_omaha,0,0,244491157504,"{""name"":""Breckenridge BBQ of Omaha"",""city"":""Omaha"",""state"":""Nebraska"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.254,""lon"":-95.9993}}",1,41,1
+gottberg_brew_pub-old_powerhouse_lager_discontinued,0,0,244626948096,"{""name"":""Old Powerhouse Lager (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+thunder_canyon_brewery,0,0,245108572162,"{""name"":""Thunder Canyon Brewery"",""city"":""Tucson"",""state"":""Arizona"",""code"":""85741"",""country"":""United States"",""phone"":""1-520-797-2652"",""website"":""http://www.thundercanyonbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7401 North La Cholla Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.3407,""lon"":-111.015}}",1,24,1
+stieglbrauerei_zu_salzburg_gmbh-columbus_pils,0,0,245108834304,"{""name"":""Columbus Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,25,1
+maisel_bru-benediktiner_dunkel,0,0,244865761281,"{""name"":""Benediktiner Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maisel_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+lancaster_brewing_co-gold_star_pilsner,0,0,244743536643,"{""name"":""Gold Star Pilsner"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Crisp and refreshing, this classic Bohemian Pilsner brings noble hop flavor and traditional German maltiness into perfect union before another healthy dose of imported hops tips the scales towards a decidedly hoppy finish."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,23,1
+anchor_brewing-old_foghorn_1996,0,0,244360282112,"{""name"":""Old Foghorn 1996"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+sacramento_brewing_company-sacramento_bock,0,0,244991524864,"{""name"":""Sacramento Bock"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A stronger German lager brewed with lots and lots of Munich malt for a toasty bready like aroma."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,26,1
+charlie_and_jake_s_brewery_and_bbq,0,0,244492468225,"{""name"":""Charlie and Jake's Brewery and BBQ"",""city"":""Melbourne"",""state"":""Florida"",""code"":""32940"",""country"":""United States"",""phone"":""1-321-752-7675"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6300 North Wickham Road #137""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":28.2126,""lon"":-80.6734}}",1,44,1
+dogfish_head_craft_brewery-aprihop,0,0,244624850944,"{""name"":""Aprihop"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with luscious apricots, finished with whole-leaf hops. A \""fruit beer for hop heads...\"" Ale Street News"",""style"":""Fruit Beer"",""category"":""Other Style""}",1,43,1
+ballast_point_brewing-black_marlin_porter,0,0,244358905857,"{""name"":""Black Marlin Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ballast Point Black Marlin Porter is a rich dark chocolaty Porter with a distinctive American hop character.  It is a great beer to go with hearty foods and is surprisingly one of the few beers that goes well with dessert. One of our favorite combinations here at Ballast Point is Black Marlin Porter with apple pie a la mode."",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+black_creek_historic_brewery-black_creek_porter,0,0,244358512641,"{""name"":""Black Creek Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""black_creek_historic_brewery"",""updated"":""2011-06-08 07:10:06"",""description"":""Porter is a dark-coloured beer developed in the 1750s. Porter has a heavier flavour and aroma and a slightly sweet taste. Its name probably originates in the belief that this strong, nourishing drink was ideal for hard-working porters and labourers. Black Creek Porter is wonderful on its own, or with salty snacks.\n\n"",""style"":""Smoke Beer"",""category"":""Other Style""}",1,3,1
+browar_namyslow_sp_z_o_o,0,0,244474511361,"{""name"":""Browar Namysłów Sp. z o.o."",""city"":""Namysłów"",""state"":"""",""code"":"""",""country"":""Poland"",""phone"":""48-(077)-40-39-100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ul. Bolesawa Chrobrego 26""]}",1,1,1
+fifty_fifty_brewing_co-rockslide_ipa,0,0,244626292738,"{""name"":""Rockslide IPA"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""If being in one of the coldest places in the US isn't extreme enough, the contents of this beer may very well redefine your commitment to the pursuit of hops. Rockslide IPA is brewed in the 'West Coast' style with aggressive amounts of American hops such as Amarillo, Centennial and Summit hops. You are greeted with a full frontal assault of citrus/grapefruit/pine hop character, followed up with malt to balance the mouthfeel. This beer is all about hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,46,1
+ridgeway_brewing-criminally_bad_elf,0,0,244991852546,"{""name"":""Criminally Bad Elf"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+bube_s_brewery-bube_s_stout,0,0,244490829825,"{""name"":""Bube's Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark full bodied stout is perfect with a meal or as a meal. Rolled oats give this beer an enjoyable mouthfeel while chocolate and roasted malts lend to its distinctive flavor."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,40,1
+new_belgium_brewing-big_shot_seasonal_ale,0,0,244865564672,"{""name"":""Big Shot Seasonal Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,20,1
+allentown_brew_works-rude_elf_s_reserve,0,0,244359757824,"{""name"":""Rude Elf's Reserve"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Our silver medal winning Belgian style Holiday beer brewed with dark Belgian candied sugar and special spices. This brew has a spicy aroma and flavor with a sweet malt taste. At 10.5% alcohol it is sure to warm you up during the Holiday season."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,8,1
+arcadia_brewing-hopmouth_double_ipa,0,0,244359430145,"{""name"":""Hopmouth Double IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The first in our Brew Crew Big Beer Series, Hopmouth Double IPA is a hop lover’s delight!  Deep amber hue with a generous white head, Hopmouth showcases a rich, toasty flavor and a sweet caramel notes as a result of the high-quality Maris Otter Malt, imported from the UK.  The hops are right up front in the aroma, reminiscent of citrus and pine, while the resin-like flavors linger well after the last sip.\r\n\r\nThis is a BIG beer.  True to our original vision, we have achieved a level of balance and drinkability rarely found in this style.  Delicious on its own, Hopmouth is also a brilliant pair with many boldly-flavored foods, including many cheeses and desserts."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,7,1
+brasserie_de_l_abbaye_des_rocs-montagnarde,0,0,244358316033,"{""name"":""Montagnarde"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+city_brewing_company_llc-winter_porter,0,0,244494434305,"{""name"":""Winter Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""city_brewing_company_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+brasserie_de_brunehaut-brasserie_de_brunehaut_bio_biere_blanche_organic,0,0,244357922819,"{""name"":""Brasserie de Brunehaut Bio Bière Blanche (Organic)"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic Belgian 'white beer' from the Hainaut region in the southwest Belgium, near the French border. Top-fermented and bottle-conditioned, this is a clean, refreshing regional 'artisan' beer.\r\nPresents a light hazy yellow colour with citrus and coriander aromas and fairly subtle malt and hops on the palate. The finish is dry and satisfying. Hazy yellow golden colour. Lemon custard, lime zest, and delicate spice melange aromas. Well-balanced, a frothy entry leads to a dryish medium body of nuts, baked oranges, and slightly phenolic mineral flavors. Finishes with a metallic ore dust, salt, and dried lemon fade. This beer is certified as organic."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,0,1
+avery_brewing_company-ale_to_the_chief,0,0,244358643715,"{""name"":""Ale To The Chief"",""abv"":8.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Ale to the Chief! We the Brewers of Avery Brewing Company, in order to form a more perfect ale, require new leadership that can liberate us from our quagmires in foreign lands; embrace environmentally sound energy alternatives to imported oil; heal our ailing healthcare system; free us from tyrannical debt and resurrect the collapsing dollar. We hereby pledge to provide him with an ample amount of our Presidential Pale Ale to support in the struggle for the aforementioned goals! Hail to the New Chief!\"" \r\n\r\nSo reads the label of Ale to the Chief, the latest limited release brew from Avery Brewing Company brewed to bid a fond farewell to our current Commander in Chief and welcome a new administration. Our thought process for this beer was rather simple: take the classic American Pale Ale, use American ingredients like West Coast Cascade hops and the American Ale yeast strain (a first for Avery Brewing) and produce a beer in the Avery tradition with intense, in-your-face flavor. This Presidential Pale Ale has a pungent nose of citrusy, green Cascade hops along with a medium body and a lingering bitter finish. Ale to the Chief! is a limited release brew, get some while it lasts!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,4,1
+jever_brewery,0,0,244743077890,"{""name"":""Jever Brewery"",""city"":""Jever, Germany"",""state"":"""",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":""http://www.jever.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.5757,""lon"":7.9003}}",1,22,1
+aspen_brewing_company,0,0,244359233536,"{""name"":""Aspen Brewing Company"",""city"":""Aspen"",""state"":""Colorado"",""code"":""81611"",""country"":""United States"",""phone"":"""",""website"":""http://aspenbrewingcompany.com"",""type"":""brewery"",""updated"":""2010-11-08 08:40:44"",""description"":"""",""address"":[""555 North Mill Street""]}",1,6,1
+clipper_city_brewing_co-yule_tide,0,0,244491747328,"{""name"":""Yule Tide"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The latest addition to Baltimore's own Clipper City Brewing Company - Mutiny Fleet is their holiday brew Yule Tide, a Belgian style triple ale, which like the rest of the Mutiny Fleet is distributed in 22 ounce bombers."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,42,1
+breckenridge_brewery-christmas_ale,0,0,244491157505,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,41,1
+gray_brewing-irish_style_ale,0,0,244752973824,"{""name"":""Irish Style Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+thunderhead_brewery-black_sheep_espresso_stout,0,0,245108637696,"{""name"":""Black Sheep Espresso Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+sullivan_s_black_forest_brew_haus_grill-38_special_bitter,0,0,245108899840,"{""name"":"".38 Special Bitter"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Don't let the name scare you, this is an easy drinker, slightly sweet and bitter."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,25,1
+marshall_brewing_company-sundown_wheat,0,0,244865826816,"{""name"":""Sundown Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marshall_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,21,1
+lanchester_brewing,0,0,244743602176,"{""name"":""Lanchester Brewing"",""city"":""Durham"",""state"":""Durham"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Durham DH7 0NT""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":54.8229,""lon"":-1.7457}}",1,23,1
+appalachian_brewing_company-grinnin_grizzly_spiced_ale,0,0,244360282113,"{""name"":""Grinnin' Grizzly Spiced Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This amber ale is dosed with cinnamon, nutmeg, ginger, and fresh orange zest. It is well balanced with low hop flavor and nice hint of the spices in the finish. This spiced ale is not overbearing; rather it is smooth and very drinkable."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+saint_louis_brewery_schlafy_tap_room-schlafly_hefeweizen,0,0,244991524865,"{""name"":""Schlafly Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+crabby_larry_s_brewpub_steak_crab_house-anne_bonny_irish_stout,0,0,244492468226,"{""name"":""Anne Bonny Irish Stout"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":""How about trying a glass of traditional Irish stout. Our stout however is not particularly dry and has overtones of dark chocolate and toffee. The infused nitrogen gives a wonderful cascading effect in the glass and a rich, creamy head. Particularly tasty when paired with our oysters on the half shell.""}",1,44,1
+dux_de_lux-ginger_tom,0,0,244624850945,"{""name"":""Ginger Tom"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dux_de_lux"",""updated"":""2010-07-22 20:00:20"",""description"":""An old fashioned style ginger beer brewed naturally with honey, malt, lemon and fresh root ginger, leaving you with a refreshing crisp zesty flavour."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,43,1
+ballast_point_brewing-calico_amber_ale,0,0,244358905858,"{""name"":""Calico Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Calico Amber Ale was inspired by the beers of England. In England most of the beer is some kind of \""bitter\"".  Bitter is a style that became popular in the late 1800's. The most famous examples are brewed in Burton on Trent.  This hard water gives these beer a pleasantly dry bitter finish, hence the name \""bitter.\""  A brewery usually brews several bitters of various alcohol strengths.  The lowest in alcohol (and usually flavor) is called \""bitter\"" or \""ordinary bitter.\""  A step up in alcohol and hop character gives us \""best bitter\"" or \""special bitter.\""  Finally a beer is made that is full of hop aroma and flavor, has a maltiness to match, and a generous amount of alcohol is called an \""extra special bitter\"" or E.S.B.\r\n\r\nAlthough inspired by the British Ales  Ballast Point Calico Amber Ale uses distinctive American hops, which give not only the crisp bitterness to balance the malt, but also a hint of floral aroma. We brew Calico Amber Ale with 100% malt and use 4 different malts to give it a rich complexity.  The blend of crystal  malts give it flavors including toffee and caramel.  A blend of American Cascade and Centennial hops provide a counterpoint to the malt.  Finally our proprietary yeast provides a fruity background and a Madeira like richness that rounds out this gold medal winning ale."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,5,1
+boulevard_brewing_company-nut_cracker_ale,0,0,244358512642,"{""name"":""Nut Cracker Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Nutcracker Ale is Boulevard’s holiday gift for real beer lovers. This hearty, warming brew is a classic winter ale, deep amber in color, with hints of molasses balanced by the “spiciness” of freshly harvested Chinook hops."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,3,1
+brown_street_brewery-stout,0,0,244474511362,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+fish_brewing_company_fish_tail_brewpub-blind_pig_dunkelweizen,0,0,244626358272,"{""name"":""Blind Pig Dunkelweizen"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+rogue_ales-honey_orange_wheat,0,0,244991918080,"{""name"":""Honey Orange Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Honey Orange Wheat is an unfiltered wheat beer and has flavors of honey and orange balanced with a nice medium-sweet malt character. It is medium bodied with no harsh bitterness and a nice honey-orange finish. It is made from Northwest Two-Row and Wheat Malts; Willamette Hops; #48 Oregon Wildflower Honey, Orange Juice, and Free Range Coastal Waters. It is currently available on draft."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,27,1
+bube_s_brewery-wet_hop_requiem_ipa,0,0,244490829826,"{""name"":""Wet Hop Requiem IPA"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This beauty is a complete work of art! Bryan and I picked 22 lbs of fresh Cascade hops from 3 gigantic hop vines Bryan has at his house. Hops produce an overabundance of hop cones and we were there for the picking. Even after 22 lbs, we hardly put a dent in the yield! So...here we are 3 weeks later, the beer is on tap and it is the freshest...hoppiest...flavorful beer you can imagine! Needless to say, we are proud of this beauty from the ground, up! We wanted a full-flavored IPA, so Bryan suggested we use our Requiem IPA recipe, and calculate for fresh, whole hop cones. Worked beautifully!! We ended up with an IPA with so much up-front flavor you would think you are enjoying a high octane Imperial! Instead, this is a middle-of-the-road IPA, at 5.2% abv!! This just goes to show how a hugely flavorful IPA can be loaded-up with fresh ingredients and come out the other end, a tasty LOW octane, treat! Bryan and I hope you get to stop in soon to try this one out! We decorated Bube's with some of the actual hop vines we pulled from. For the true hophead, you will be in heaven. And for the all-around beer enthusiasts, we hope you can appreciate the creativity in this beer. I know I'm proud to say I had a hand in this one!!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+north_coast_brewing_company-scrimshaw_pilsner_style_beer,0,0,244865564673,"{""name"":""Scrimshaw Pilsner Style Beer"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for the delicate engravings popularized by 19th century seafarers, Scrimshaw is a fresh tastingPilsner brewed in the finest European tradition using Munich malt and, Hallertauer and Tettnang hops. Scrimshaw has a subtle hop character, a crisp, clean palate, and a dry finish."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,20,1
+amherst_brewing_company-olde_8_anniversary_ale,0,0,244359757825,"{""name"":""Olde #8 Anniversary Ale"",""abv"":6.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed for August each year to celebrate our Anniversary this strong ales maltiness is balenced by a generous amount of hops"",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,8,1
+back_road_brewery,0,0,244359495680,"{""name"":""Back Road Brewery"",""city"":""LaPorte"",""state"":""Indiana"",""code"":""46350"",""country"":""United States"",""phone"":""1-219-362-7623"",""website"":""http://www.backroadbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""310 Perry Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.6124,""lon"":-86.7268}}",1,7,1
+brasserie_de_la_senne-equinox_dark_belgian_winter,0,0,244358316034,"{""name"":""Equinox Dark Belgian Winter"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_la_senne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+craftsman_brewing-heavenly_hefe,0,0,244494434306,"{""name"":""Heavenly Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""craftsman_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,48,1
+brasserie_dubuisson-clovis,0,0,244357922820,"{""name"":""Clovis"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dubuisson"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+barley_s_2_smokehouse_and_brewpub-robert_burns_scottish_ale,0,0,244358643716,"{""name"":""Robert Burns Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_s_2_smokehouse_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+knig_ludwig_schlobrauerei_kaltenberg-konig_ludwig_dunkel,0,0,244743143424,"{""name"":""König Ludwig Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knig_ludwig_schlobrauerei_kaltenberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+belhaven_brewery-twisted_thistle_india_pale_ale,0,0,244359233537,"{""name"":""Twisted Thistle India Pale Ale"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belhaven_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+crested_butte_brewery_pub-red_lady_ale,0,0,244491747329,"{""name"":""Red Lady Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crested_butte_brewery_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+breznak-breznak_dunkles_dark,0,0,244491157506,"{""name"":""Breznak Dunkles/Dark"",""abv"":3.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breznak"",""updated"":""2010-07-22 20:00:20"",""description"":""Very good dark beer. Not as heavy as stout."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,41,1
+great_lakes_brewing-commodore_perry_ipa,0,0,244753039360,"{""name"":""Commodore Perry IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A medium-bodied and well hopped India Pale Ale with a dry, fruity aftertaste."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+titletown_brewing-english_esb,0,0,245108637697,"{""name"":""English ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+summit_brewing-extra_pale_ale,0,0,245108965376,"{""name"":""Extra Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,25,1
+mcmenamins_mill_creek-terminator_stout,0,0,244865826817,"{""name"":""Terminator Stout"",""abv"":6.45,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":""Black as the darkest night, rich as the most decadent dessert, Terminator is for the true stout lover. This is a full bodied and flavor packed ale which draws it's robust complexity from kiln-baked specialty grains. Look for a wide array of toasted, chocolate, nutty and coffee-like flavors in every pint! The devoted swear by it, and it remains one of our top selling ales year after year."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+le_cheval_blanc-apocalypse_buckwheat_ale_coup_de_grisou,0,0,244743602177,"{""name"":""Apocalypse Buckwheat Ale / Coup de Grisou"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""le_cheval_blanc"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+bamberger_mahr_s_bru-der_weisse_bock,0,0,244360347648,"{""name"":""Der Weisse Bock"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,9,1
+saint_louis_brewery_schlafy_tap_room,0,0,244991524866,"{""name"":""Saint Louis Brewery / Schlafy Tap Room"",""city"":""Saint Louis"",""state"":""Missouri"",""code"":""63103"",""country"":""United States"",""phone"":""1-314-241-2337"",""website"":""http://www.schlafly.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2100 Locust Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.633,""lon"":-90.21}}",1,26,1
+crane_river_brewpub_and_cafe-platte_valley_esb,0,0,244492468227,"{""name"":""Platte Valley ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+egan_brewing-pride_of_de_pere,0,0,244624916480,"{""name"":""Pride of De Pere"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+barley_john_s_brewpub-wit,0,0,244358971392,"{""name"":""Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brasserie_de_blaugies-la_moneuse,0,0,244358512643,"{""name"":""La Moneuse"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_blaugies"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+abita_brewing_company-abbey_ale,0,0,244377845760,"{""name"":""Abbey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:51:39"",""description"":""Abbey Ale is a strong malty ale brewed in the style of the Trappist Monks. 22oz bottles only"",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,52,1
+bt_mcclintic_beer_company,0,0,244474511363,"{""name"":""BT McClintic Beer Company"",""city"":""Beloit"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.5083,""lon"":-89.0318}}",1,1,1
+foster_s_australia_ltd-foster_s_special_bitter,0,0,244626358273,"{""name"":""Foster's Special Bitter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""foster_s_australia_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""http://www.fostersbeer.com/home.aspx?fullbrowser=h"",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,46,1
+santa_fe_brewing_company,0,0,244991983616,"{""name"":""Santa Fe Brewing Company"",""city"":""Santa Fe"",""state"":""New Mexico"",""code"":""87508"",""country"":""United States"",""phone"":""505.424.3333"",""website"":""http://www.santafebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""35 Fire Place""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.5966,""lon"":-106.052}}",1,27,1
+bullfrog_brewery-edgar_i_p_a,0,0,244490895360,"{""name"":""Edgar I.P.A."",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""As the story goes, I was redesigning our I.P.A. to be bigger and better but as it came together it started to take on a life of its own. After much deliberation and several pints of our new creation we decided to name him after the master of macabre, Edgar Allen Poe, as a tribute to his aptly named short story \""HOP FROG.\"" As Edgar fermented and spewed his almost abusive hop aroma throughout the pub, his legend and our thirst grew until finally one day, he was released into the world. We hope Edgar amuses you as much as he has us but stay on his good side because much like the story, this Hop Frog bites back!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+northwoods_brewpub_grill-bubba,0,0,244865630208,"{""name"":""Bubba"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+amherst_brewing_company-righteous_red,0,0,244359757826,"{""name"":""Righteous Red"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Reddish amber in color, mild and malty with hop aroma and finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+barley_john_s_brewpub-old_eight_porter,0,0,244359495681,"{""name"":""Old Eight Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+brasserie_de_silly-la_divine_double_blond,0,0,244358381568,"{""name"":""La Divine Double Blond"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+crane_river_brewpub_and_cafe-oktoberfest_ale,0,0,244494499840,"{""name"":""Oktoberfest Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,48,1
+brasserie_thiriez-xtra,0,0,244473921536,"{""name"":""XTra"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_thiriez"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+bbc_brewing_co_llc,0,0,244358709248,"{""name"":""BBC Brewing Co., LLC"",""city"":""Louisville"",""state"":""Kentucky"",""code"":""40202"",""country"":""United States"",""phone"":""1-502-584-2739"",""website"":""http://www.bluegrassbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Bluegrass Brewing Co is proud to be the largest microbrewery located in the state of Kentucky. Reaching back over one hundred years, the city of Louisville has a rich and complex brewing history; a history that has provided BBC with a strong foundation on which to build and grow. It is a challenge we enthusiastically look forward to everyday. Led by our fearless brew master David Pierce who has been brewing award winning BBC beers for over fourteen years, our brewing philosophy is an audacious style that allows us to work diligently with the entire palette of malts and hops. This diligence and discipline is carefully brought to every batch that is brewed at Bluegrass Brewing Co. To truly enjoy life you have to love what you do�and we love brewing. Our sole focus relies on consistency and producing the best beer available. We hope that you will taste that bold style in every BBC beer that you drink. Enjoy great craft beer wherever you live and remember this most important piece of advice: Don't Buy Beer From Strangers . . . Support Your Local Brewery!"",""address"":[""636 East Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.2546,""lon"":-85.7401}}",1,4,1
+lakefront_brewery,0,0,244743143425,"{""name"":""Lakefront Brewery"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":""53212"",""country"":""United States"",""phone"":""1-414-372-8800"",""website"":""http://www.lakefrontbrewery.com/index.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Started in 1987, the microbrewery located on the Milwaukee River has become a Milwaukee landmark.  Its rich history includes partnerships with local taverns, preservation of local historical pieces, unique tours, family style dining options and most importantly, great beer. President Russ Klisch said it all started with his brother, Jim.  Jim expressed interest in beer making near his birthday and Russ humored him by purchasing him a book on the subject.  Jim read the book and brewed the beer.  Although not known, according to Russ, as a gourmet cook, Jim made a good beer.  Russ was impressed and decided he could do it better.  In short, sibling competitiveness and common interest lead both to entering contests in beer making.  They both received awards, and family and friends encouraged them to start the business. Their family had roots in the beer industry as well.  Their grandfather worked for Schlitz driving a street sweeper and a truck.  Russ Klisch remembers him bringing home short fills to his dad.  He recalls, even as a kid, that it was a cool job if you got to bring beer home at night.  Taverns were also owned by several family members. With that family history and their common interest in beer making, the brothers started their business.  They decided to start small.  Initially, they bought an old pizza bakery building down the street from their home in Riverwest.  They liked the location and the fact that they could walk there from home.  They sold their first barrel on December 2, 1987.  They stayed at that location until winter of 1998."",""address"":[""1872 North Commerce Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0547,""lon"":-87.9053}}",1,22,1
+bell_s_brewery_inc-two_hearted_ale,0,0,244359233538,"{""name"":""Two Hearted Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""India Pale Ale style well suited for Hemingway-esque trips to the Upper Peninsula. American malts and enormous hop additions give this beer a crisp finish and incredible floral hop aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,6,1
+cricket_hill-fall_festivus_ale,0,0,244491747330,"{""name"":""Fall Festivus Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-12-06 13:12:47"",""description"":""Our Fall release is a harvest Ale with a lighter amber color and a beige head with good retention. There is a good balance of earthy malt and a blend of floral and pine hops in the nose. Biscuit notes mixing with caramel sweetness.do their job to complement the rest of the flavors.This is an enjoyable seasonal for sure!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,42,1
+brouwerij_boon-kriek,0,0,244491223040,"{""name"":""Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_boon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,41,1
+green_bay_brewing,0,0,244753039361,"{""name"":""Green Bay Brewing"",""city"":""Green Bay"",""state"":""Wisconsin"",""code"":""54303"",""country"":""United States"",""phone"":""1-888-604-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""313 Dousman Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.5189,""lon"":-88.0196}}",1,47,1
+triple_rock_brewery-porter,0,0,245108637698,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triple_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+tailgate_beer-tailgate_light,0,0,245108965377,"{""name"":""Tailgate Light"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""Why settle for a watered down version of delicious barley and hops when the TailGate Beer Light will make you a convert to the world of light ales. Eat hardy, and enjoy a light beer with serious flavor, lower calories and the most serious attention to the powers that flavor beer.  A nose of citrus and spice with a tongue of vanilla are just a few of the very unique flavors to grace your senses in this Light Ale.  This is the light beer lovers of beer have been waiting for.  This is not a watered down version of a good idea."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,25,1
+mendocino_brewing_ukiah,0,0,244865826818,"{""name"":""Mendocino Brewing - Ukiah"",""city"":""Ukiah"",""state"":""California"",""code"":""95482"",""country"":""United States"",""phone"":""1-707-463-2627"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1601 Airport Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.1326,""lon"":-123.201}}",1,21,1
+liefmans_breweries-vondel,0,0,244743602178,"{""name"":""Vondel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liefmans_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+barley_creek_brewing-superhop_ale,0,0,244360347649,"{""name"":""Superhop Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+saxer_brewing-jack_frost_winter_doppelbock,0,0,244991590400,"{""name"":""Jack Frost Winter Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saxer_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,26,1
+cricket_hill,0,0,244492533760,"{""name"":""Cricket Hill"",""city"":""Fairfield"",""state"":""New Jersey"",""code"":""7004"",""country"":""United States"",""phone"":""973-276-9415"",""website"":""http://www.crickethillbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We believe that New Jersey is starting to learn what the rest of the country already knows; that local microbrews are some of the best beers in the world! Finally, curious beer drinkers are stepping out from under the mind-numbing barrage of large brewery advertising and deciding for themselves what they like. Our beers are designed for those curious drinkers. The large breweries use fillers in their beer; Corn or Rice are the most frequently used. Most good beer should be all Barley, in the same way that good hamburgers are all beef. Barley is expensive and the more fillers that are used, the better the profits! Cricket Hill Beers are 100% Barley as are most great beers. Please take the time to taste different local beers. I am certain that those who decide not to let television dictate what they drink are ready for a wonderful adventure into the world of Beer!"",""address"":[""24 Kulick Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8726,""lon"":-74.2964}}",1,44,1
+engine_house_9-firehouse_red,0,0,244624916481,"{""name"":""Firehouse Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+bass_brewers-bass_pale_ale,0,0,244358971393,"{""name"":""Bass Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bass_brewers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,5,1
+brasserie_des_gants-saison_voisin,0,0,244358512644,"{""name"":""Saison Voisin"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_des_gants"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+abita_brewing_company-purple_haze,0,0,244377911296,"{""name"":""Purple Haze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Purple Haze is a crisp, American style wheat beer with raspberry puree added after filtration. Therefore, you may see raspberry pulp in the beer. The raspberries provide the lager with a subtle purple coloration and haze, a fruity aroma, and a tartly sweet taste."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,52,1
+climax_brewing_copmany-climax_barleywine_style_ale,0,0,244474576896,"{""name"":""Climax Barleywine-Style Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed for our 10th Anniversary, the Barleywine is a bottle conditioned ale that's meant to be laid down and enjoyed for years to come. Up front it has a hop nose and hop flavor on the tongue that fades into malty overtones with flavors of vanilla that go into chocolate. As it has aged, we've noticed flavors of dates and raisins as well."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,1,1
+founders_hill_brewing-hidden_river_red_ale,0,0,244626358274,"{""name"":""Hidden River Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+scuttlebutt_brewing-porter,0,0,244991983617,"{""name"":""Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,27,1
+bullfrog_brewery-susquehanna_oatmeal_stout,0,0,244490895361,"{""name"":""Susquehanna Oatmeal Stout"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big, burly Oatmeal Stout full of chocolate, caramelized malt and coffee flavors. This stout has a rich mouthfeel and a smooth, roasty finish."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,40,1
+oggi_s_pizza_and_brewing_vista-california_gold,0,0,244865630209,"{""name"":""California Gold"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+anheuser_busch-michelob_beer,0,0,244359823360,"{""name"":""Michelob Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Michelob is a malty and full-bodied lager with an elegant European hop profile.\"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+bayern_brewing-dancing_trout_ale,0,0,244359495682,"{""name"":""Dancing Trout Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayern_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+brasserie_ellezelloise,0,0,244474642432,"{""name"":""Brasserie Ellezelloise"",""city"":""Ellezelles"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-068-54-31-60"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Guinaumont 75""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7428,""lon"":3.6875}}",1,2,1
+crooked_river_brewing-original_esb,0,0,244494499841,"{""name"":""Original ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crooked_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+brauhaus_sternen-huusbier_schwarz,0,0,244473987072,"{""name"":""Huusbier Schwarz"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sternen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,0,1
+belhaven_brewery-scottish_ale,0,0,244358709249,"{""name"":""Scottish Ale"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belhaven_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Malty and hoppy, we at Belhaven love the classic Scottish Ale and we've been brewing it longer than any of the other beers we produce. Delivering a sweet, smooth and creamy finish, Scottish Ale has a stunning ruby colour in the glass. Magic."",""style"":""Scottish-Style Light Ale"",""category"":""British Ale""}",1,4,1
+liberty_steakhouse_and_brewery-amber_waves,0,0,244743208960,"{""name"":""Amber Waves"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+bellows_brew_crew-steam_lager,0,0,244359299072,"{""name"":""Steam Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+devil_mountain_brewing,0,0,244624457728,"{""name"":""Devil Mountain Brewing"",""city"":""Cincinnati"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.1361,""lon"":-84.5031}}",1,42,1
+brouwerij_de_keersmaeker,0,0,244491223041,"{""name"":""Brouwerij De Keersmaeker"",""city"":""Kobbegem"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-02-454-11-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lierput 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9098,""lon"":4.2505}}",1,41,1
+grumpy_troll_restaurant_and_brewery-rye_bock,0,0,244753039362,"{""name"":""Rye Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,47,1
+triumph_brewing_of_new_hope-kellerbier,0,0,245108703232,"{""name"":""Kellerbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_new_hope"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,24,1
+taiwan_tobacco_and_wine_monopoly_board-beer,0,0,245108965378,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taiwan_tobacco_and_wine_monopoly_board"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+midnight_sun_brewing_co-obliteration_v,0,0,244865892352,"{""name"":""Obliteration V"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion and purpose, we present this series of hop-centric beers. Using different hop varieties and brewing techniques, we aim to capture bold, distinct hop characteristics in aroma, flavor and finish. While we explore the world of hops, we invite you to learn along with us: these beers offer an incredible opportunity to experience the diversity of hops while engaging the palate and obliterating the senses.\r\n\r\nObliteration V is yet another exciting Double IPA. Its aroma is pungent with fragrant notes of citrus, spice, pine and alcohol. A sturdy malt platform provides the perfect stage for showcasing these high alpha-acid hops, creating flavors and textures that entice then intrigue. Living up to its name, Obliteration V finishes with poignant bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,21,1
+live_oak_brewing-liberation_ale,0,0,244866678784,"{""name"":""Liberation Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""With about 6.0% ABV, this one will surely warm the ol' gullet during a cold central Texas winter - both days! Our India Pale Ale (IPA) is light in color and strong in hop character. Dry hopping with Cascade hops, gives this winter favorite a delicious citrus note reminiscent of a Texas Ruby Red. Yes, it's warming but you don't need to be huddled around the furnace to enjoy this one! IPA fans really love this ale during a beautiful Texas winter on the porch or indoors. Available December - April"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+bethlehem_brew_works,0,0,244360347650,"{""name"":""Bethlehem Brew Works"",""city"":""Bethlehem"",""state"":""Pennsylvania"",""code"":""18018"",""country"":""United States"",""phone"":""610.882.1300"",""website"":""http://www.thebrewworks.com/bethlehem-brew-works"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established on April 15, 1998 by the Fegley Family, Bethlehem Brew Works successfully captured the essence of Bethlehem's steel industry in a 250 seat brewpub. Signature beers include Steelworkers' Oatmeal Stout, Valley Golden ale, and the award winning Fegley's ESB. In addition, three seasonal taps have been frequented with beers ranging from Pale Ales and Wheats to Pumpkin Ale and Belgian Lambics. Accompanying the six beers brewed right in the restaurant is a full bar specializing in single malt scotches, small batch bourbons, and specialty martinis. Open seven days a week, BBW offers lunch and dinner featuring many items which incorporate the handcrafted beer into their recipes. Golden Ale Hummus, Beer and Cheese Soup, Brewschetta, Diamond Plate Pork, and Beer-Marinated Portabella Napoleon are just a hint of what the menu has to offer."",""address"":[""569 Main St""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.622,""lon"":-75.382}}",1,9,1
+southend_brewery_and_smokehouse_charleston-scarlet_ale,0,0,245109293056,"{""name"":""Scarlet Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,26,1
+delafield_brewhaus-dock_light_golden_ale,0,0,244625113088,"{""name"":""Dock Light Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+erie_brewing_company-railbender_ale,0,0,244624982016,"{""name"":""Railbender Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Erie, Pennsylvania was an important railroad hub in the mid–nineteenth century, the city being the site where three sets of track gauges met. Railbender Ale, Erie Brewing Co.’s flagship ale, named after the laborers who laid the railroad tracks is brewed with pride, strength and purity symbolic of Erie’s historic railroad’s and railroad workers. Railbender, a strong Scottish style ale smooth malt flavor and astonishing drinkability will have you \""Hopping on the train and riding off the rails.\"" All Aboard!"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,43,1
+belhaven_brewery-wee_heavy,0,0,244359036928,"{""name"":""Wee Heavy"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belhaven_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,5,1
+brasserie_ellezelloise-la_quintine_ambree_amber,0,0,244474970112,"{""name"":""La Quintine Ambrée / Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_ellezelloise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+aktienbrauerei_kaufbeuren-jubilaums_german_pils,0,0,244377911297,"{""name"":""Jubiläums German Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aktienbrauerei_kaufbeuren"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+coastal_fog_brewing,0,0,244474576897,"{""name"":""Coastal Fog Brewing"",""city"":""Concord"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.978,""lon"":-122.031}}",1,1,1
+fox_river_brewing_1-uber_sticke_altbier,0,0,244626423808,"{""name"":""Über-Sticke Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,46,1
+sea_dog_brewing_company-sea_dog_blue_paw_wheat,0,0,244991983618,"{""name"":""Sea Dog Blue Paw Wheat"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sea_dog_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our unique contribution to the fruit ale category features the nutty quench of wheat ale combined with the delightful aromatics and subtle fruit flavor contributed by Maine wild blueberries."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,27,1
+cedar_brewing-oktoberfest,0,0,244490895362,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,40,1
+ohio_brewing-verich_gold,0,0,244865630210,"{""name"":""Verich Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ohio_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+anheuser_busch-michelob_honey_lager,0,0,244359823361,"{""name"":""Michelob Honey Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+bear_republic_brewery-racer_x,0,0,244359495683,"{""name"":""Racer X"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This bold winter ale follows English brewing traditions, but with our California twist. Bold hops, but balanced ... It's a double IPA!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,7,1
+brauereigasthof_adler-zwickelbier,0,0,244474642433,"{""name"":""Zwickelbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauereigasthof_adler"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+daleside_brewery-ripon_jewel_ale,0,0,244494499842,"{""name"":""Ripon Jewel Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daleside_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+brouwerij_de_achelse_kluis-trappist_extra,0,0,244473987073,"{""name"":""Trappist Extra"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+bell_s_brewery_inc-the_oracle_dipa,0,0,244358709250,"{""name"":""The Oracle DIPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A double IPA that is sure to make you as all-knowing as Pythia.  It’s just a matter of interpretation."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,4,1
+loaf_and_stein_brewing-blonde,0,0,244866285568,"{""name"":""Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""loaf_and_stein_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+big_ridge_brewing-lager,0,0,244359299073,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,6,1
+dick_s_brewing-bottleworks_ipa,0,0,244624457729,"{""name"":""Bottleworks IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,42,1
+bullfrog_brewery-fast_eddies_pale_ale,0,0,244491223042,"{""name"":""Fast Eddies Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Named in honor of Ed Kiessling, the worlds greatest contractor. This American pale ale is assertively hopped and dangerously drinkable. Hopheads rejoice!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+hoffbrau_steaks_brewery_1,0,0,244753104896,"{""name"":""Hoffbrau Steaks Brewery #1"",""city"":""Addison"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.9618,""lon"":-96.8292}}",1,47,1
+unibroue-1837,0,0,245108703233,"{""name"":""1837"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""1837 is a blonde beer that is slightly cloudy. It contains 7% alcohol and is refermented in the bottle. Following the brewing tradition of the great abbey beers, it is made with a blend of Quebec-grown raw wheat, lightly roasted barley and a hint of spices. It is a truly refreshing beer."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,24,1
+tennent_caledonian_brewery,0,0,245109030912,"{""name"":""Tennent Caledonian Brewery"",""city"":""Glasgow"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0141)-552-6552"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""161 Duke Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":55.8593,""lon"":-4.2324}}",1,25,1
+mississippi_brewing_co-mississippi_mud_black_tan,0,0,244865892353,"{""name"":""Mississippi Mud Black & Tan"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mississippi_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A-It's got a nice dark tan texture to it. The description on the bottle says it all.\r\n\r\nS-It's got a coffee like smell to it. It smells pretty good.\r\n\r\nT- It tastes a tad like Bass with a hint of coffee to it. At least to me it had a coffee taste. It's got a nice even taste. It's not too strong and not too weak. It's a happy medium.\r\n\r\nM-It feels good when swallowing. It leaves a mild aftertaste but it's a good aftertaste.\r\n\r\nD-Well I drank the whole jug w/ no problem and enjoyed myself so that spoke for itself.\r\n\r\nOverall, I recommend this beer. If you find it, it's worth having. It goes well when watching a movie too.\r\n\r\nServing type: bottle""}",1,21,1
+long_trail_brewing_co-long_trail_ale,0,0,244866744320,"{""name"":""Long Trail Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Long Trail Ale is a full-bodied amber ale modeled after the \""Alt-biers\"" of Düsseldorf, Germany."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,23,1
+bibiana_brewing,0,0,244360413184,"{""name"":""Bibiana Brewing"",""city"":""Urbana"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.1106,""lon"":-88.2073}}",1,9,1
+spoetzl_brewery-shiner_bohemian_black_lager,0,0,245109358592,"{""name"":""Shiner Bohemian Black Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+desnoes_geddes_ltd-red_stripe_lager_beer,0,0,244625113089,"{""name"":""Red Stripe Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""desnoes_geddes_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+estes_park_brewery-long_s_peak_raspberry_wheat,0,0,244624982017,"{""name"":""Long's Peak Raspberry Wheat"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is one of our most popular beers. It is a light and refreshing raspberry-flavored wheat ale.  We use pure raspberry extract to give this beer its fruity aroma and flavor."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,43,1
+berliner_kindl_schultheiss_brauerei-original_berliner_weisse,0,0,244359036929,"{""name"":""Original Berliner Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""berliner_kindl_schultheiss_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brauerei_und_altbierkche_pinkus_mller-obergarig_munster_alt,0,0,244475035648,"{""name"":""Obergärig / Münster Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_und_altbierkche_pinkus_mller"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,3,1
+anheuser_busch-michelob_dunkel_weisse,0,0,244377976832,"{""name"":""Michelob Dunkel Weisse"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Dunkel Weisse fills a glass like few beers can. The pour releases banana and clove aromas. Roasted malt flavor is complemented by caramel and chocolate undertones. Then a crisp finish refreshes the palate. Undeniable proof that brewing is truly an art."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,52,1
+coronado_brewing_company-mermaid_red,0,0,244474576898,"{""name"":""Mermaid Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,1,1
+full_sail_brewing_1-nugget,0,0,244626489344,"{""name"":""Nugget"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,46,1
+sierra_nevada_brewing_co-sierra_nevada_imperial_stout,0,0,244991983619,"{""name"":""Sierra Nevada Imperial Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,27,1
+cervecera_nacional-balboa_cerveza_pilsner,0,0,244490960896,"{""name"":""Balboa Cerveza Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_nacional"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,40,1
+oriental_brewery-ob_lager,0,0,244865630211,"{""name"":""OB Lager"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oriental_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""OB Lager is a pale lager available in cans and bottles, and served on draft in Korea."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+asahi_breweries,0,0,244359823362,"{""name"":""Asahi Breweries"",""city"":""Tokyo"",""state"":""Kanto"",""code"":"""",""country"":""Japan"",""phone"":""81-(03)-5608-5129"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""23-1 Azumabashi 1-chome""]}",1,8,1
+bear_republic_brewery-red_rocket_ale,0,0,244359561216,"{""name"":""Red Rocket Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The brew of choice for mountain bikers, and adventurous types worldwide. (Are you excited now!) This fiery red ale is not for the weak at heart. It originally started out as a Scottish red ale but has taken on flavors of its own. This is a very complex recipe using five different grains to achieve its unique flavor. The caramel malt used is a mixture of Belgian Caravienne and Hugh Bairds Crystal malts. Red Rocket is a full bodied, hoppy brew which finishes on the pallet with caramel malts. Centennial and Cascade hops are used for bittering and aroma.2004 L.A. Commercial Brewing Competition, Gold Medal Winner; 2004 West Coast Commercial Brewers Competition, First Place; 2003 California State Fair, Gold MedalWinner; 2002 California State Fair, Silver Medal Winner; 2001 California State Fair Gold Medal Winner; 2001 Real Ale Festival, Chicago, Bronze Medal Winner; 2000 California State Fair, Bronze Medal Winner; 1999 Great American Beer Festival, Silver Medal Winner; 1998 Great American Beer Festival, Silver Medal Winner - og 1.067, ABV 6.8%, IBU 65+."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+broad_ripple_brewing-ipa,0,0,244474707968,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,2,1
+dc_brau-the_public,0,0,244626948096,"{""name"":""The Public"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dc_brau"",""updated"":""2011-08-08 19:07:15"",""description"":""The Public"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+brouwerij_oud_beersel,0,0,244474052608,"{""name"":""Brouwerij Oud Beersel"",""city"":""Beersel"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Laarheiestraat 230""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7586,""lon"":4.3012}}",1,0,1
+bellows_brew_crew,0,0,244358709251,"{""name"":""Bellows Brew Crew"",""city"":""Watertown"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.1947,""lon"":-88.729}}",1,4,1
+mad_anthony_brewing-red,0,0,244866351104,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+brasserie_brouwerij_cantillon-iris_1996,0,0,244359299074,"{""name"":""Iris 1996"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,6,1
+dieu_du_ciel-peche_mortel,0,0,244624523264,"{""name"":""Péché Mortel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dieu_du_ciel"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+c_b_potts_of_cheyenne-big_horn_bluesberry,0,0,244491288576,"{""name"":""Big Horn Bluesberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+inveralmond_brewery-lia_fail_stone_of_destiny_ale,0,0,244753104897,"{""name"":""Lia Fail Stone of Destiny Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""inveralmond_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+upstream_brewing_old_market-blackstone_stout,0,0,245108768768,"{""name"":""Blackstone Stout"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Bold with a soft finish, our darkest beer has plenty of malt flavor with undertones of coffee and chocolate. The addition of oatmeal to the brew adds extra smoothness and a thick creamy head."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,24,1
+thirsty_dog_brewing-airship_light,0,0,245109030913,"{""name"":""Airship Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A blonde ale that is very light in color and body with no bitterness. A thirst quenching, American light-bodied blonde ale."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,25,1
+mogollon_brewing_company-heffevonom_bavarian_wheat,0,0,244865957888,"{""name"":""Heffevonom Bavarian Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mogollon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A truly delicious beer, Heffevenom is a medium bodied, lightly hopped wheat beer brewed in the true Bavarian tradition.  Our brewers combine mountain pure water, select wheat and domestic malted grain, hops and yeast to create a highly refreshing ale with a pronounced banana and clove bouquet. Perfect with a slice of lemon as garnish."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,21,1
+long_valley_pub_brewery-grist_mill_golden,0,0,244866744321,"{""name"":""Grist Mill Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+bootleggers_steakhouse_and_brewery-irish_red,0,0,244360413185,"{""name"":""Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+sports_city_cafe_brewery-red_ale,0,0,245109358593,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sports_city_cafe_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+dockside_brewing-haupenthal_hefeweizen,0,0,244625178624,"{""name"":""Haupenthal Hefeweizen"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,44,1
+flatlander_s_restaurant_brewery-eighty_shilling_ale,0,0,244624982018,"{""name"":""Eighty Shilling Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+abhi_brewery-abhi_beer,0,0,244367818752,"{""name"":""Abhi beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abhi_brewery"",""updated"":""2011-09-27 00:36:14"",""description"":"""",""style"":""Bamberg-Style Bock Rauchbier"",""category"":""German Lager""}",1,28,1
+big_sky_brewing-ipa,0,0,244359036930,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In Montana, many classic memories are made right after someone says, “Hold my beer and watch this.” These bold, assertive moments deserve a bold, assertive beer – Big Sky IPA. A distinct hop presence and malty backbone will leave you refreshed and ready for your moment of glory. Hang on tight and enjoy the ride."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,5,1
+brew_makers-rosed_porter,0,0,244475101184,"{""name"":""Rosed Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brew_makers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+appleton_brewing-adler_brau_ginseng_lager,0,0,244377976833,"{""name"":""Adler Bräu Ginseng Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+de_proef_brouwerij-k_o_blond_beer,0,0,244606500864,"{""name"":""K-O Blond Beer"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+gilde_brauerei-pilsener,0,0,244626489345,"{""name"":""Pilsener"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gilde_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+sioux_falls_brewing-canary_wheat,0,0,244992049152,"{""name"":""Canary Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sioux_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,27,1
+coopers_brewery-coopers_mild_ale,0,0,244490960897,"{""name"":""Coopers Mild Ale"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This ale is the product of brewing with a selection of barley and wheat malt, and with no added sugar. This traditional brewing approach provides the smooth malt character which is balanced by a triple hopping of the brew with Pride of Ringwood and Saaz hops. The brew has fermented similarly to its stablemates Pale and Sparkling Ale, with the customary secondary fermentation in the bottle and can."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,40,1
+port_brewing_company-shark_attack_double_red_ale,0,0,244988772352,"{""name"":""Shark Attack Double Red Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+aspen_brewing_company-conundrum_red_ale,0,0,244359888896,"{""name"":""Conundrum Red Ale"",""abv"":7.0,""ibu"":65.0,""srm"":13.0,""upc"":0,""type"":""beer"",""brewery_id"":""aspen_brewing_company"",""updated"":""2010-11-08 08:45:46"",""description"":""Have you ever heard of an ESB? In most cases, it stands for Extra Special Bitter, and man is this red extra special. Conundrum walks the line between a malt-centric sweet ale and a hop-centric bitter ale so well, it"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+belhaven_brewery,0,0,244359561217,"{""name"":""Belhaven Brewery"",""city"":""East Lothian"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0)1368-862734"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Spott Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":55.997,""lon"":-2.5098}}",1,7,1
+broad_ripple_brewing,0,0,244474707969,"{""name"":""Broad Ripple Brewing"",""city"":""Indianapolis"",""state"":""Indiana"",""code"":""46220"",""country"":""United States"",""phone"":""1-317-253-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""842 East 65th Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.8735,""lon"":-86.1427}}",1,2,1
+diamondback_brewery,0,0,244627013632,"{""name"":""Diamondback Brewery"",""city"":""Cleveland"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.4995,""lon"":-81.6954}}",1,48,1
+cheshire_cat_brewery-arrogant_brit,0,0,244474052609,"{""name"":""Arrogant Brit"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cheshire_cat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+21st_amendment_brewery_cafe-oyster_point_oyster_stout,0,0,244379222016,"{""name"":""Oyster Point Oyster Stout"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep black color. Chocolate milk color head, providing an array of Belgian lace. Toffee and light roasty aromas and flavors. A malty sweet taste is evident but, this rich oatmeal based stout finishes dry. Made with 20 lbs. of oysters, in the boil, from our good friends at Hog Island Oyster Company."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,56,1
+birrificio_torrechiara,0,0,244358709252,"{""name"":""Birrificio Torrechiara"",""city"":""Torrechiara"",""state"":"""",""code"":"""",""country"":""Italy"",""phone"":""39-0521355113"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Strada Pilastro 35""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.6601,""lon"":10.2814}}",1,4,1
+main_street_brewing,0,0,244866351105,"{""name"":""Main Street Brewing"",""city"":""Dallas"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.803,""lon"":-96.7699}}",1,22,1
+brauerei_wieselburg,0,0,244476084224,"{""name"":""Brauerei Wieselburg"",""city"":""Wieselburg"",""state"":"""",""code"":""3250"",""country"":""Austria"",""phone"":""+43-(0)7416-501-0"",""website"":""http://www.wieselburger.at"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":48.1306,""lon"":15.1386}}",1,6,1
+dieu_du_ciel,0,0,244624523265,"{""name"":""Dieu du Ciel"",""city"":""Montréal"",""state"":""Quebec"",""code"":"""",""country"":""Canada"",""phone"":""1-514-490-9555"",""website"":""http://www.dieuduciel.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""29 Laurier Ouest""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5228,""lon"":-73.5928}}",1,42,1
+caldera_brewing,0,0,244491288577,"{""name"":""Caldera Brewing"",""city"":""Ashland"",""state"":""Oregon"",""code"":""97520"",""country"":""United States"",""phone"":""1-541-482-4677"",""website"":""http://www.calderabrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""540 Clover Lane""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1844,""lon"":-122.663}}",1,41,1
+jack_s_brewing-boys_of_summer_wheat,0,0,244753170432,"{""name"":""Boys of Summer Wheat"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+valley_forge_brewing-red_coat_ale,0,0,245108768769,"{""name"":""Red Coat Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_forge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,24,1
+thirstybear_brewing-golden_vanilla_ale,0,0,245109030914,"{""name"":""Golden Vanilla Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+moosejaw_pizza_dells_brewing_company-schmitz_pale_ale_no_5,0,0,244865957889,"{""name"":""Schmitz Pale Ale No. 5"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,21,1
+lowenbrau_brauerei-schwarze_weisse,0,0,244866744322,"{""name"":""Schwarze Weisse"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lowenbrau_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+brasserie_de_la_senne-zinnebir_xmas,0,0,244360413186,"{""name"":""Zinnebir Xmas"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_la_senne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+sprecher_brewing-sprecher_abbey_triple,0,0,245109358594,"{""name"":""Sprecher Abbey Triple"",""abv"":8.41,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian Trappist triple yeast culture balanced with the finest imported pale barley, Belgian aromatic malt and oats, gives this golden ale a fruity bouquet and a light refined taste."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,26,1
+duck_rabbit_craft_brewery-duck_rabbit_milk_stout,0,0,244625178625,"{""name"":""Duck-Rabbit Milk Stout"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duck_rabbit_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Duck-Rabbit Milk Stout is a traditional full-bodied stout brewed with lactose (milk sugar). The subtle sweetness imparted by the lactose balances the sharpness of the highly roasted grains which give this delicious beer its black color."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,44,1
+flour_city_brewing-ironhead_porter_old_no_3,0,0,244624982019,"{""name"":""Ironhead Porter Old No. 3"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flour_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+america_s_brewing-schwartzbier,0,0,244367818753,"{""name"":""Schwartzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,28,1
+brasserie_de_l_abbaye_de_scourmont_trappistes-premiere_red,0,0,244359102464,"{""name"":""Première (Red)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_de_scourmont_trappistes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brouwerij_abdij_der_trappisten_van_westmalle-westmalle_trappist_dubbel,0,0,244475166720,"{""name"":""Westmalle Trappist Dubbel"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_abdij_der_trappisten_van_westmalle"",""updated"":""2010-07-22 20:00:20"",""description"":""Westmalle Dubbel is a dark, reddish-brown Trappist beer with a secondary fermentation in the bottle. The creamy head has the fragrance of special malt and leaves an attractive lace pattern in the glass. The flavour is rich and complex, herby and fruity with a fresh-bitter finish. It is a balanced quality beer with a soft feel in the mouth and a long, dry aftertaste. The Dubbel contains 7% alcohol.""}",1,3,1
+augustiner_brau_munchen,0,0,244378042368,"{""name"":""Augustiner-Bräu München"",""city"":""München"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-519940"",""website"":""http://www.augustiner-braeu.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Augustiner Bräu is a brewery located in Munich, Germany. Established in 1328, it is Munich's oldest brewery and produces some of Munich's most popular brands of beer."",""address"":[""Landsberger Strae 35""]}",1,52,1
+delafield_brewhaus-fruhlingzeit_maibock,0,0,244606566400,"{""name"":""Frühlingzeit Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,1,1
+goose_island_beer_company_clybourn-goose_island_imperial_ipa,0,0,244626489346,"{""name"":""Goose Island Imperial IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,46,1
+sly_fox_brewhouse_and_eatery_royersford-royal_weisse,0,0,245109751808,"{""name"":""Royal Weisse"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,27,1
+coors_brewing_golden_brewery-zima_clear,0,0,244490960898,"{""name"":""Zima Clear"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Zima is redefining refreshment. Zima flavored malt beverages are a great choice for adult consumers who seek variety and new and different products. Zima was reformulated in 2007 and is available in three citrus-based flavors.\r\n\r\nZima is lighter in carbonation and alcohol content, making it more drinkable and lower in calories than the old formula.""}",1,40,1
+portsmouth_brewery-wheat_wine,0,0,244988772353,"{""name"":""Wheat Wine"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portsmouth_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+august_schell_brewing-dark,0,0,244359888897,"{""name"":""Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""august_schell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+bell_s_brewery_inc,0,0,244359561218,"{""name"":""Bell's Brewery Inc."",""city"":""Galesburg"",""state"":""Michigan"",""code"":""49053"",""country"":""United States"",""phone"":""269.382.2338"",""website"":""http://www.bellsbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In 2003, Bell's proudly opened a new production brewery in nearby Comstock, Michigan. The new brewery has now seen three major additions and encompasses 60,000 square feet of building on a 24 acre site The Quality Assurance department has thrived in the new facilities, implementing procedures and techniques that assure that Bell's is consistently putting out the very best beer possible. Total brewing capacity now stands at 140,000 bbls. At the Kalamazoo Avenue location, an historical rehabilitation has brought about a pleasant architectural change to the city landscape.  Our ongoing goal is to brew thoughtfully, creatively and artistically. We strive to bring an authentic and pleasant experience to all of our customers through our unique ales and beers. We look forward to sharing our beers with you."",""address"":[""8938 Krum Ave.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.2843,""lon"":-85.4538}}",1,7,1
+brooklyn_brewery-east_india_pale_ale,0,0,244474773504,"{""name"":""East India Pale Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,2,1
+dixie_brewing-blackened_voodoo,0,0,244627013633,"{""name"":""Blackened Voodoo"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixie_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Inspired by old-world brewing methods, this bewitching all-malt brew is a darkly rich, exotic lager, crafted with a touch of magical New Orleans spirit."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+clipper_city_brewing_co-below_decks,0,0,244474052610,"{""name"":""Below Decks"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Created to celebrate Clipper City’s 10th Anniversary – extremely limited and “vintage” dated – this extravagantly malty barley wine will show well upon release but continue to evolve for years. Seasonally available in December while supplies last. Voted #1 beer by Mahaffey’s Pub."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,0,1
+alvinne_picobrouwerij,0,0,244379222017,"{""name"":""Alvinne Picobrouwerij"",""city"":""Ingelmunster"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-/-30-55-17"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Oostrozebekestraat 114""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.919,""lon"":3.2632}}",1,56,1
+bottom_s_up_brewing,0,0,244358709253,"{""name"":""Bottom's Up Brewing"",""city"":""Pinedale"",""state"":""Wyoming"",""code"":""82941"",""country"":""United States"",""phone"":""1-307-367-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""402 West Pine Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.8666,""lon"":-109.866}}",1,4,1
+maritime_pacific_brewing,0,0,244866351106,"{""name"":""Maritime Pacific Brewing"",""city"":""Seattle"",""state"":""Washington"",""code"":""98107"",""country"":""United States"",""phone"":""1-206-782-6181"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1514 NW Leary Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6637,""lon"":-122.377}}",1,22,1
+brauhaus_onuma-kolsch,0,0,244476084225,"{""name"":""Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_onuma"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+dogfish_head_craft_brewery-squall_ipa,0,0,244624588800,"{""name"":""Squall IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An unfiltered and 100% bottle-conditioned version of 90 Minute IPA that's dry-hopped with Palisade, Amarillo, Simcoe, Cascade, CTZ, and Willamette hops. Brewed to honor the Rogue Gallery in Portland, Maine, who will also be releasing a DFH designed clothing line in the summer of '09."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,42,1
+cervecera_centro_americana_s_a-moza,0,0,244491288578,"{""name"":""Moza"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_centro_americana_s_a"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,41,1
+jasper_ridge_brewery-jasper_brown_ale,0,0,244753170433,"{""name"":""Jasper Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jasper_ridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,47,1
+water_tower_brewing,0,0,245747154944,"{""name"":""Water Tower Brewing"",""city"":""Eden Prairie"",""state"":""Minnesota"",""code"":""55344"",""country"":""United States"",""phone"":""1-952-941-8773"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.8652,""lon"":-93.4095}}",1,24,1
+thunderhead_brewery-storm_ale,0,0,245109030915,"{""name"":""Storm Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+murphy_s_wagon_wheel-bock_dark,0,0,244865957890,"{""name"":""Bock Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""murphy_s_wagon_wheel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,21,1
+magnolia_pub_and_brewery-krolsch,0,0,244866809856,"{""name"":""Krölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+brasserie_dupont-moinette_blonde,0,0,244477132800,"{""name"":""Moinette Blonde"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+staatliches_hofbrauhaus_in_munchen-starkbier,0,0,245109424128,"{""name"":""Starkbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""staatliches_hofbrauhaus_in_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,26,1
+duvel_moortgat-duvel,0,0,244625244160,"{""name"":""Duvel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duvel_moortgat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,44,1
+fox_river_brewing_1-titan_porter,0,0,244625047552,"{""name"":""Titan Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+appalachian_brewing_company-kipona_fest,0,0,244367818754,"{""name"":""Kipona Fest"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Oktoberfest style Marzen is a favorite at the famous Bavarian fall beer festivals. The distinct toasted malt flavor of this amber lager finishes quite crisp due to the extensive lagering of this beer. One sip and you’ll swear you’re in Munich.\r\n\r\n\""Kipona\"" is the Indian word for \""sparkling water\"". Each year, over Labor Day weekend, Harrisburg celebrates Kipona with a carnival and festival along the Susquehanna River and on City Island."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,28,1
+brasserie_de_silly-saison,0,0,244359102465,"{""name"":""Saison"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brouwerij_de_landtsheer-malheur_mm,0,0,244475166721,"{""name"":""Malheur MM"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_landtsheer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+ballast_point_brewing,0,0,244378042369,"{""name"":""Ballast Point Brewing"",""city"":""San Diego"",""state"":""California"",""code"":""92110"",""country"":""United States"",""phone"":""1-800-581-2739"",""website"":""http://www.ballastpoint.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Ballast Point Brewing Company is one of San Diego's Premiere Breweries. We started out modestly as Home Brew Mart in 1992. Our goal was to teach others how to brew quality handcrafted beer at home. In 1996 the brewery was installed by New World Brewing Systems in the space behind our retail store and production began in September. In May of 2005 we open our second brewery in Scripps Ranch.  We currently distribute five of our favorite beers, Yellowtail Pale Ale,  Calico Amber Ale , Big Eye I.P.A., Black Marlin Porter and Wahoo Wheat Beer to a thirsty San Diego.  Come to our brewery and we will gladly give you a tour and allow you to sample our newest selection of beers. Currently our beer is available in twelve ounce bottles to 15.5 gallon kegs. We also offer half gallon and gallon glass jugs to go. Kegs are available for rent to the public with a minimum deposit.  The name for our brewery comes from the point where Juan Rodriguez Cabrillo first set foot in California. Located on the Point Loma Peninsula, Ballast Point is considered the gateway to San Diego Harbor. Stones from this area were used as ballast in the cargo holds of sailing ships returning to the eastern seaboard. Many New England streets are still lined with the cobblestones brought back from San Diego."",""address"":[""5401 Linda Vista Road #406""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.7668,""lon"":-117.195}}",1,52,1
+deschutes_brewery-twilight_ale,0,0,244606566401,"{""name"":""Twilight Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Stretching the longer summer days into Twilight!  There is something magical about the time of day that falls between light and dark, the high-desert summer day fading into a warm evening with brilliant skies.\r\n\r\nTwilight Ale is a lighter, but full flavored ale with a balanced malt profile and a harmonious blend of four hops.  A final dry hopping of bold Amarillos creates the distinctive finishing touch.  Twilight is best enjoyed when chilled and consumed outdoors."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+goose_island_beer_company_fulton_street-india_pale_ale,0,0,244626489347,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+snipes_mountain_microbrewery_restaurant,0,0,245109817344,"{""name"":""Snipes Mountain Microbrewery & Restaurant"",""city"":""Sunnyside"",""state"":""Washington"",""code"":""98944"",""country"":""United States"",""phone"":""1-509-837-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""905 Yakima Valley Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.3284,""lon"":-120.008}}",1,27,1
+corner_pub-weizen,0,0,244491026432,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""corner_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,40,1
+privatbrauerei_gaffel-kolsch,0,0,244988837888,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_gaffel"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+avery_brewing_company-reverend_the,0,0,244359888898,"{""name"":""Reverend, The"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Belgian-Style Quadrupel Ale"",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,8,1
+big_boss_brewing_company-bad_penny,0,0,244359626752,"{""name"":""Bad Penny"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_boss_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark brown ale is slightly sweet with a caramel and dark fruit finish. A show case of fine English malts, floor malted the old way. We use pale, chocolate, and crystal malts to produce a complex, but easy drinking dark ale. Very reminescent of northern English ales."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+brouwerij_de_regenboog,0,0,244474773505,"{""name"":""Brouwerij De Regenboog"",""city"":""Assebroek"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-050/37.38.33"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Astridlaan 134""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.1968,""lon"":3.2527}}",1,2,1
+double_mountain_brewery_taproom-india_red_ale_the_ira,0,0,244627079168,"{""name"":""India Red Ale (The \""IRA\"")"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""double_mountain_brewery_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":""The “IRA”, as it’s known around here, marries a ruby red color and rich body with the hop flavors of an IPA. Our unique ale yeast strain adds a delicious layer of complexity. One of the first beers we made, and an enduring favorite."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+coast_range_brewing-desperado_pale_ale,0,0,244474052611,"{""name"":""Desperado Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_range_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,0,1
+amherst_brewing_company-raspberry_brown_ale,0,0,244379287552,"{""name"":""Raspberry Brown Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Massatucky Brown Ale with a subtle raspberry flavoring"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,56,1
+boulevard_brewing_company,0,0,244358774784,"{""name"":""Boulevard Brewing Company"",""city"":""Kansas City"",""state"":""Missouri"",""code"":""64108"",""country"":""United States"",""phone"":""1-816-474-7095"",""website"":""http://www.blvdbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2501 Southwest Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.0821,""lon"":-94.5965}}",1,4,1
+michigan_brewing-wheatland_wheat,0,0,244866416640,"{""name"":""Wheatland Wheat"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""True Hefeweizen yeast and malted wheat give this ale its authentic German flavor and aroma. Hints of banana flavor and aroma are present in this medium to full bodied, pale colored cloudy, unfiltered ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+brewery_belle_vue-gueuze,0,0,244476149760,"{""name"":""Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_belle_vue"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,6,1
+dry_gulch_brewing-where_the_helles_albuquerque,0,0,244624588801,"{""name"":""Where The Helles Albuquerque"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dry_gulch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+climax_brewing_copmany-climax_cream_ale,0,0,244491288579,"{""name"":""Climax Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Cream Ale is a light, crisp, yellow ale with hop-notes and citrus flavors. It's a smooth, easy drinking summer beer that's perfect for drinking on hot days and with light fare such as seafood and salads."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,41,1
+jj_bitting_brewing-bad_boy_oktoberfest,0,0,244753170434,"{""name"":""Bad Boy Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jj_bitting_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,47,1
+weinkeller_brewery_berwyn-amber_ale,0,0,245747154945,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,24,1
+titletown_brewing-imperial_ipa,0,0,245109096448,"{""name"":""Imperial IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+myanmar_brewery_and_distillery-lager_beer,0,0,244866023424,"{""name"":""Lager Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""myanmar_brewery_and_distillery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+manayunk_brewery_and_restaurant-summer_gold,0,0,244866809857,"{""name"":""Summer Gold"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+brauerei_gasthof_zur_krone-pils,0,0,244477132801,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gasthof_zur_krone"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+stoudt_s_brewery-stoudt_s_american_pale_ale,0,0,245109424129,"{""name"":""Stoudt's American Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This uniquely American beer offers a crisp, medium body with a light amber color.  Generous additions of Cascade hops provide a refreshing bitterness and vibrant citrus aroma."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,26,1
+egan_brewing-toil_and_trubbel_dubbel,0,0,244625244161,"{""name"":""Toil and Trubbel Dubbel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+friesisches_brauhaus_zu_jever-pilsener,0,0,244625047553,"{""name"":""Pilsener"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""friesisches_brauhaus_zu_jever"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+appalachian_brewing_company-purist_pale_ale,0,0,244367884288,"{""name"":""Purist Pale Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our light copper pale ale has a delicate malt attribute balanced by an aggressive hop flavor and aroma. Many American micros have developed their own version of this classic English style beer. Our brewers anticipate that you will enjoy their variation. \r\nHikers on the Appalachian Trail are considered \""purist hikers\"" if they cover every inch of the trail during the hike. Our brewers refuse to compromise the quality of our products with the \""purist hiker\"" in mind."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+brauerei_beck-dark,0,0,244475756544,"{""name"":""Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brouwerij_van_eecke,0,0,244475166722,"{""name"":""Brouwerij Van Eecke"",""city"":""Watou"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-057-42-20-05"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Douvieweg 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.8612,""lon"":2.6615}}",1,3,1
+belfast_bay_brewing_company-mcgovern_s_oatmeal_stout,0,0,244378107904,"{""name"":""McGovern's Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""belfast_bay_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,52,1
+dock_street_beer-summer_session,0,0,244606631936,"{""name"":""Summer Session"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth refreshing American Wheat Ale brewed with fresh ginger. This Summer Session is much more exciting than the one you had to sit through in high school."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,1,1
+goose_island_beer_company_fulton_street,0,0,244626554880,"{""name"":""Goose Island Beer Company - Fulton Street"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60612"",""country"":""United States"",""phone"":""1-800-466-7363"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1800 West Fulton Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.8871,""lon"":-87.6721}}",1,46,1
+southern_tier_brewing_co-unearthly_imperial_india_pale_ale,0,0,245109817345,"{""name"":""Unearthly Imperial India Pale Ale"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""At the Southern Tier Brewing Company, vigorously hopped beer is our standard and inspiration. We continue a commitment to innovation with our most aggressive offering yet. Unearthly is a manifestation of the brewer’s craft; skillfully balancing art and the forces of nature to produce a divine liquid. Delicately pour a taste into a fluted glass. Smell the enchanting aromas of the hops waft forward as your first sip divulges this beer’s fervent soul. To underestimate Unearthly is to trifle with the mysteries of the universe, so please consume wisely."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,27,1
+crane_river_brewpub_and_cafe-flaming_crane_chili_beer,0,0,244491026433,"{""name"":""Flaming Crane Chili Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+pyramid_alehouse_brewery_and_restaurant_seattle-amber_weizen,0,0,244988837889,"{""name"":""Amber Weizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,20,1
+bavarian_barbarian_brewing_company-weldspatter_ipa,0,0,244359954432,"{""name"":""Weldspatter IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavarian_barbarian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Weldspatter IPA is not your typical India Pale Ale. First of all, it isn’t as aggressively hopped as many other American versions. Second, it isn’t quite as pale. Balance is a lovely thing in beers and Weldspatter IPA achieves balance without compromising hop presence. The hop flavor and aroma abound, but the bitterness is held in check to give our IPA a pleasant malt character as well."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+boston_beer_company-longshot_american_pale_ale,0,0,244359626753,"{""name"":""Longshot American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+brouwerij_liefmans-goudenband_1996,0,0,244474773506,"{""name"":""Goudenband 1996"",""abv"":3.98,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+edelweissbrauerei_farny,0,0,244627079169,"{""name"":""Edelweissbrauerei Farny"",""city"":""Kilegg"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7522-/-9788-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Drren 5""]}",1,48,1
+coors_brewing_golden_brewery-killian_s_irish_red,0,0,244474118144,"{""name"":""Killian's Irish Red"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Killian's Irish Red is a traditional lager with an authentic Irish heritage, based on the Killian family's recipe created for the Killian's brewery in Enniscorthy, Ireland in 1864. Coors acquired the rights to brew and market the product in America and Killian's was introduced to the U.S. in 1981.\r\n\r\nKillian's Irish Red derives its distinctive red-amber color and taste from a special caramel malt that has been roasted at a high temperature longer and more slowly than most malts. There are no coloring agents or artificial additives used in brewing Killian's. The brew is known for its rich amber color and thick, creamy head."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+arcadia_brewing-scotch_ale,0,0,244379287553,"{""name"":""Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,56,1
+brasal_brasserie_allemande-special_amber_lager,0,0,244358774785,"{""name"":""Special Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasal_brasserie_allemande"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+mill_creek_brewpub,0,0,244866416641,"{""name"":""Mill Creek Brewpub"",""city"":""Walla Walla"",""state"":""Washington"",""code"":""99362"",""country"":""United States"",""phone"":""1-509-522-2440"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""11 North Palouse""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.0697,""lon"":-118.336}}",1,22,1
+bricktown_brewery-vanilla,0,0,244476149761,"{""name"":""Vanilla"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bricktown_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+empyrean_brewing_company-black_jack_stout,0,0,244624588802,"{""name"":""Black Jack Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+coach_s_norman-ipa,0,0,244491354112,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coach_s_norman"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,41,1
+john_harvard_s_brew_house_harvard_square,0,0,244753235968,"{""name"":""John Harvard's Brew House - Harvard Square"",""city"":""Cambridge"",""state"":""Massachusetts"",""code"":""2138"",""country"":""United States"",""phone"":""1-617-868-3585"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""33 Dunster Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3724,""lon"":-71.1193}}",1,47,1
+wells_and_youngs_brewing_company_ltd-young_s_winter_warmer,0,0,245747220480,"{""name"":""Young's Winter Warmer"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wells_and_youngs_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""The definitive winter beer and a longtime favourite, Winter Warmer has been making annual appearances on the bar every winter since the 1950s. A rich, ruby-coloured beer, luscious and fullbodied, with a splendid nutty flavour."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,24,1
+tommyknocker_brewery_and_pub-imperial_nut_brown,0,0,245109096449,"{""name"":""Imperial Nut Brown"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-12-20 15:59:17"",""description"":""Commemorating the 10th anniversary of Tommyknocker Brewery, this special brew is meticulously crafted with pure maple syrup, the highest quality chocolate and crystal malts and is accented with the finest blend of European and American hops. Imperial Nut Brown Ale, at 9.8% alcohol by volume, is a bigger, bolder version of their Maple Nut Brown."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,25,1
+new_belgium_brewing-saison,0,0,244866023425,"{""name"":""Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+mckenzie_brew_house-black_lab_stout,0,0,244866875392,"{""name"":""Black Lab Stout"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,23,1
+brauerei_gss-dark_beer_stiftsbrau,0,0,244477198336,"{""name"":""Dark Beer / Stiftsbräu"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gss"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+sturgeon_bay_brewing-summer_wheat,0,0,245109424130,"{""name"":""Summer Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sturgeon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+abita_brewing_company-abita_purple_haze,0,0,244370309120,"{""name"":""Abita Purple Haze"",""abv"":4.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Purple Haze is a crisp, American style wheat beer with raspberry puree added after filtration. Therefore, you may see raspberry pulp in the beer. The raspberries provide the lager with a subtle purple coloration and haze, a fruity aroma, and a tartly sweet taste."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,33,1
+elliott_bay_brewery_and_pub-no_doubt_stout,0,0,244625244162,"{""name"":""No Doubt Stout"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+full_sail_brewing_1-slip_knot_imperial_ipa_2006,0,0,244625047554,"{""name"":""Slip Knot Imperial IPA 2006"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+appleton_brewing-adler_brau_downtown_brown,0,0,244367884289,"{""name"":""Adler Bräu Downtown Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,28,1
+brauerei_beck-st_pauli_girl_special_dark,0,0,244475822080,"{""name"":""St.Pauli Girl Special Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+brouwerij_verhaeghe-duchesse_de_bourgogne,0,0,244475232256,"{""name"":""Duchesse de Bourgogne"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_verhaeghe"",""updated"":""2010-07-22 20:00:20"",""description"":""DUCHESSE DE BOURGOGNE\r\nfrom Brouwerij Verhaeghe is the traditional Flemish red ale. This refreshing ale is matured in oak casks; smooth with a rich texture and interplay of passion fruit, and chocolate, and a long, dry and acidic finish. After the first and secondary fermentation, the beer goes for maturation into the oak barrels for 18 months. The final product is a blend of younger 8 months old beer with 18 months old beer. The average age of the Duchesse de Bourgogne before being bottled is 12 months.""}",1,3,1
+big_rock_brewery,0,0,244378107905,"{""name"":""Big Rock Brewery"",""city"":""Calgary"",""state"":""Alberta"",""code"":""0"",""country"":""Canada"",""phone"":""1-403-720-3239"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5555 76th Avenue SE""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.9847,""lon"":-113.956}}",1,52,1
+dogfish_head_craft_brewery-75_minute_ipa,0,0,244606631937,"{""name"":""75 Minute IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Johnny Cask has entered the building! We’ve retrofitted a 15 barrel tank to perfectly produce a very special cask conditioned ale (so, we have a little time to play around during winters at the Delaware coast). This beer, known as Dogfish Head 75 Minute IPA is a blend of 60 and 90 Minute IPAs with a special whole leaf cascade dry-hopping session."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,1,1
+gray_brewing-cream_ale,0,0,244752515072,"{""name"":""Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+spoetzl_brewery,0,0,245109882880,"{""name"":""Spoetzl Brewery"",""city"":""Shiner"",""state"":""Texas"",""code"":""77984"",""country"":""United States"",""phone"":""1-800-574-4637"",""website"":""http://www.shiner.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""603 East Brewery Street""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":29.426,""lon"":-97.1607}}",1,27,1
+dry_gulch_brewing,0,0,244623540224,"{""name"":""Dry Gulch Brewing"",""city"":""Albuquerque"",""state"":""New Mexico"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.0845,""lon"":-106.651}}",1,40,1
+pyramid_ales_brewery-pyramid_thunderhead_ipa,0,0,244988903424,"{""name"":""Pyramid Thunderhead IPA"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""It took only a couple of rounds of India's finest for the 19th century British Colonists to write home, \""Either send us some good beer or we're outta here.\"" India Pale Ale is what was sent. Originally made extra hoppy to survive the voyage, it's unique flavor also survived the Colonists finicky tastes and became and instant favorite back home.\r\n\r\nPyramid India Pale Ale has the distinctively hoppy flavor and aroma craft beer enthusiasts demand. Abundant helpings of Columbus hops gives this ale an astonishing 67 IBU's - truly a beer for bold tastes! The distinguished Celebrator Beer News aptly named this brew \""hophead nectar\"" (June/July issue, 1998)."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,20,1
+big_time_brewing-atlas_amber_ale,0,0,244359954433,"{""name"":""Atlas Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+boston_beer_company-samuel_adams_winter_lager,0,0,244359626754,"{""name"":""Samuel Adams Winter Lager"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Bold and rich, with a touch of holiday spice\r\nThe first thing one notices in a Samuel Adams® Winter Lager is its color: the deep brown of winter. Then comes the magical aroma which promises something special on the tongue. The warm aroma of cinnamon and ginger which blends with the roasty sweetness of the malted barley and hint of citrus from the orange peel. And after that first sip the promise is fulfilled. On the palate Samuel Adams® Winter Lager is rich and full bodied, robust and warming, a wonderful way to enjoy the cold evenings that come with this season."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,7,1
+brouwerij_sterkens-st_paul_triple,0,0,244474773507,"{""name"":""St. Paul Triple"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+elgood_sons-norvig_ale,0,0,244627144704,"{""name"":""Norvig Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elgood_sons"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+copper_kettle_brewery,0,0,244474118145,"{""name"":""Copper Kettle Brewery"",""city"":""Millmont"",""state"":""Pennsylvania"",""code"":""17845"",""country"":""United States"",""phone"":""270-342-1638"",""website"":""http://www.ckbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Copper Kettle Brewery is an up and coming brewery owned by Harold Kerlin and Russ Eisenhuth. We have been independently brewing beer for the past 6 years. In 2006 we won First place in the Sam Adams Longshot contest for the northeast region of the U.S. with our Potbelly Porter. After that we decided to start our own brewery. The Brewery is located in just outside of Laurelton PA. We are a small production brewery using a one barrel brewing system. We hope to produce around 50 barrels a year. At present we are making 4 different styles of beer. A Wheat beer, Porter, Grand Cru, and Belgian Dubbel. All of our beer is unfiltered, and bottle conditioned. Our beers are now available at the Bull Run Inn, Market St., Lewisburg, The Beer Barn, Lewisburg and Wehr's Beverages, Mifflinburg."",""address"":[""339 Fairground Rd""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":40.8942,""lon"":-77.1971}}",1,0,1
+atwater_block_brewing-vanilla_java_porter,0,0,244379353088,"{""name"":""Vanilla Java Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter made with chocolate malt.  We blend it with Vanilla and Java beans, and balance it with U.S. Golding Hops."",""style"":""Porter"",""category"":""Irish Ale""}",1,56,1
+512_brewing_company-512_pecan_porter,0,0,244372996096,"{""name"":""(512) Pecan Porter"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Nearly black in color, (512) Pecan Porter is made with Organic US 2-row and Crystal malts along with Baird’s Chocolate and Black malts. Its full body and malty sweetness are balanced with subtle pecan aroma and flavor from locally grown pecans. Yet another true Austin original!"",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+brasal_brasserie_allemande,0,0,244358774786,"{""name"":""Brasal-Brasserie Allemande"",""city"":""LaSalle"",""state"":""Quebec"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.4289,""lon"":-73.6313}}",1,4,1
+minneapolis_town_hall_brewery-oak_aged_single_malt,0,0,244866482176,"{""name"":""Oak Aged Single Malt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+brouwerij_liefmans-gluhkriek,0,0,244476149762,"{""name"":""Gluhkriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,6,1
+empyrean_brewing_company-dark_german_lager,0,0,244624588803,"{""name"":""Dark German Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+coors_brewing_golden_brewery-blue_moon_belgian_white,0,0,244491354113,"{""name"":""Blue Moon Belgian White"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Blue Moon Belgian White, Belgian-style wheat ale, is a refreshing, medium-bodied, unfiltered Belgian-style wheat ale spiced with fresh coriander and orange peel for a uniquely complex taste and an uncommonly smooth finish.\r\n\r\nThe name \""Belgian White\"" is a reference to the cloudy white, opaque appearance of the beer. \""Belgian White\"" also refers to the style of beer, which has been brewed in Belgium for about 300 years. This type of ale is brewed with malt, wheat and oats. It is unfiltered, which allows protein and yeast to remain suspended in the beer and creates the cloudy appearance. This also adds to the smoothness and full body of the beer.\r\n\r\nPutting a new twist on the lime ritual, Blue Moon is traditionally served with a slice of orange.  Blue Moon was launched in 1995."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,41,1
+kalamazoo_brewing-third_coast_ale,0,0,244753235969,"{""name"":""Third Coast Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kalamazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+yards_brewing-general_washington_tavern_porter,0,0,245747220481,"{""name"":""General Washington Tavern Porter"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""By George, I think we've got it.\r\n\r\nDays of debate and deliberation at Independence Hall were often followed by nights of debate and deliberation (and a few libations) at the City Tavern, where our forefathers would gather to exchange revolutionary ideas.\r\n\r\nRich and warming with a deep garnet hue, the molasses-based Tavern Porter™ reflects Washington's admiration of Philadelphia-style porters and follows a recipe Washington used himself, when brewing beer to satisfy his thirsty field officers.\r\n\r\nEnjoy a taste of history, courtesy of Yards Brewing Company, Philadelphia's premier brewer and bottler.\r\n\r\nHistorical note: Our new brewery is located just blocks away from the site of Robert Hair's brewery, where Washington's favorite Philadelphia Porter was crafted."",""style"":""Porter"",""category"":""Irish Ale""}",1,24,1
+trap_rock_restaurant_and_brewery-yorkshire_stout,0,0,245109096450,"{""name"":""Yorkshire Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,25,1
+new_glarus_brewing_company-solstice_wheat,0,0,244866023426,"{""name"":""Solstice Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,21,1
+middle_ages_brewing-winter_wheat,0,0,244866875393,"{""name"":""Winter Wheat"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Subtle Seasonal spices, in this dark, rich wheat beer are smooth and easy for the discerning palate."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,23,1
+brauerei_herrenhausen,0,0,244477198337,"{""name"":""Brauerei Herrenhausen"",""city"":""Hannover"",""state"":""Niedersachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)511-/-7907-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Herrenhuser Strae 83-99""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":52.3935,""lon"":9.6814}}",1,9,1
+tenaya_creek_restaurant_and_brewery,0,0,245109489664,"{""name"":""Tenaya Creek Restaurant and Brewery"",""city"":""Las Vegas"",""state"":""Nevada"",""code"":""89128"",""country"":""United States"",""phone"":""1-702-362-7335"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3101 North Tenaya Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.2154,""lon"":-115.251}}",1,26,1
+alesmith_brewing-grand_cru_2003,0,0,244370374656,"{""name"":""Grand Cru 2003"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+empyrean_brewing_company-empyrean_oktoberfest,0,0,244625309696,"{""name"":""Empyrean Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,44,1
+gottberg_brew_pub-impromptu_pale_ale,0,0,244625113088,"{""name"":""Impromptu Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+ballast_point_brewing-wahoo_wheat_beer,0,0,244367949824,"{""name"":""Wahoo Wheat Beer"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ballast Point Wahoo Wheat Beer is created using the same ingredients that were once used in Belgium. Flaked unmalted wheat, oats and malted barley comprise the grain. The unmalted wheat has a high protein content, which causes the beer to be hazy, thus giving it a cloudy, or \""white\"" appearance. A special yeast gives a refreshing tangy flavor that is different from both the sour Weiss beers of Berlin or the banana and clovey Weizens of Bavaria. The mild hopping allows the unique malts to show through and does not conflict with the subtleties of the citrus spicing. This unique citrus character is created by adding a blend of curacao (bitter orange), sweet orange and coriander to the boil. White beers are light and refreshing, yet provide a complex reminder that interesting high quality beer does not have to be bitter and dark. Ballast Point Wahoo Wheat Beer is the perfect beer for sunny San Diego."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,28,1
+brimstone_brewing-stone_beer,0,0,244475887616,"{""name"":""Stone Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brimstone_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+caldera_brewing-ashland_amber,0,0,244475232257,"{""name"":""Ashland Amber"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A crisp, well-balanced, refreshing amber.  Simplicity is the key to this recipe."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+blicks_brewing,0,0,244378107906,"{""name"":""Blicks Brewing"",""city"":""Colorado Springs"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.8339,""lon"":-104.821}}",1,52,1
+dogfish_head_craft_brewery-chicory_stout,0,0,244606631938,"{""name"":""Chicory Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark beer made with a touch of roasted chicory, organic Mexican coffee, St. John's Wort, and licorice root. Brewed with whole-leaf Cascade and Fuggles hops, the grains include pale, roasted & oatmeal."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+grolsche_bierbrouwerij,0,0,244752515073,"{""name"":""Grolsche Bierbrouwerij"",""city"":""Enschede"",""state"":""Overijssel"",""code"":""7548 XA"",""country"":""Netherlands"",""phone"":""+31-(0)53-4833333"",""website"":""http://www.grolsch.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Royal Grolsch B.V. is one of the largest breweries in the Netherlands. It is best known for its 'beugel' bottle design."",""address"":[""Brouwerslaan 1""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":52.2081,""lon"":6.8163}}",1,46,1
+stieglbrauerei_zu_salzburg_gmbh-stiegl_leicht,0,0,245109882881,"{""name"":""Stiegl Leicht"",""abv"":3.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a light beer with a full taste and a third less alcohol so therefore 30% less calories. It is ideal for beer lovers who prefer light beers but do not want to renounce the taste."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,27,1
+engine_house_9-india_pale_ale,0,0,244623605760,"{""name"":""India Pale Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+rahr_sons_brewing_company-rahr_s_oktoberfest,0,0,244988903425,"{""name"":""Rahr's Oktoberfest"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""O'zapft is!\"" The cry of happy beer drinkers at the start of the Munich Oktoberfest, which in German means \""The keg is tapped!\"" Rahr's Oktoberfest Celebration Lager is a traditional Marssen style Oktobefest lager - dark amber in color, super smooth, medium body with a sweet malty finish. True to tradition, this is a classic Oktoberfest Lager."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,20,1
+big_time_brewing-faux_paddy_irish_ale,0,0,244360019968,"{""name"":""Faux Paddy Irish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+brasserie_brouwerij_cantillon-bruocsella_1900_grand_cru,0,0,244359692288,"{""name"":""Bruocsella 1900 Grand Cru"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,7,1
+brouwerij_van_honsebrouck-brigand,0,0,244474839040,"{""name"":""Brigand"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_honsebrouck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+elk_creek_cafe_and_aleworks-double_rainbow_ipa,0,0,244627144705,"{""name"":""Double Rainbow IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for the spectacular and complete double rainbow that appeared in the northwest sky just outside the brewhouse during the inaugural mash in. With a foot in both the new and old worlds, this IPA is generously dry-hopped with English Fuggles, resulting in a strong, deep golden, very fresh, and fruity English flavor and aroma."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,48,1
+crabby_larry_s_brewpub_steak_crab_house-summer_lager,0,0,244474183680,"{""name"":""Summer Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+backwater_brewing,0,0,244379353089,"{""name"":""Backwater Brewing"",""city"":""Winona"",""state"":""Minnesota"",""code"":""55987"",""country"":""United States"",""phone"":""1-507-452-2103"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1429 West Service Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.0486,""lon"":-91.6774}}",1,56,1
+alpirsbacher_klosterbru-pils,0,0,244373061632,"{""name"":""Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alpirsbacher_klosterbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+brasserie_du_benin,0,0,244358774787,"{""name"":""Brasserie du Benin"",""city"":""Lom"",""state"":"""",""code"":"""",""country"":""Togo"",""phone"":""228-215-062"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""BP 896""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":32.3906,""lon"":-93.3739}}",1,4,1
+moylan_s_brewery_restaurant-india_pale_ale,0,0,244866482177,"{""name"":""India Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+brouwerij_sterkens-st_sebastiaan_dark,0,0,244476149763,"{""name"":""St. Sebastiaan Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+fifty_fifty_brewing_co,0,0,244624654336,"{""name"":""Fifty Fifty Brewing Co."",""city"":""Truckee"",""state"":""California"",""code"":""96161"",""country"":""United States"",""phone"":""530.587.BEER"",""website"":""http://www.fiftyfiftybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""11197 Brockway Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.322,""lon"":-120.163}}",1,42,1
+courthouse_pub-munich_dunkel,0,0,244491419648,"{""name"":""Munich Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""courthouse_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+la_jolla_brew_house-india_pale_ale,0,0,244753301504,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+traquair_house_brewery-house_ale,0,0,245109161984,"{""name"":""House Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""traquair_house_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,25,1
+niagara_falls_brewing-best_bitter,0,0,244866088960,"{""name"":""Best Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+millstream_brewing-schild_brau_amber,0,0,244866940928,"{""name"":""Schild Brau Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millstream_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+brauerei_schumacher,0,0,244477263872,"{""name"":""Brauerei Schumacher"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)211-/-828902-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Oststrae 123""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.2216,""lon"":6.7853}}",1,9,1
+terminal_gravity_brewing-ipa,0,0,245109489665,"{""name"":""IPA"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terminal_gravity_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,26,1
+alesmith_brewing-horny_devil,0,0,244370440192,"{""name"":""Horny Devil"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+engine_house_9-porter,0,0,244625309697,"{""name"":""Porter"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+great_lakes_brewing-traditional_lager,0,0,244751269888,"{""name"":""Traditional Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+bard_s_tale_beer_company,0,0,244367949825,"{""name"":""Bard's Tale Beer Company"",""city"":""Lee's Summit"",""state"":""Missouri"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""211 NW Ward Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.9169,""lon"":-94.3943}}",1,28,1
+bristol_brewing-winter_warlock_oatmeal_stout,0,0,244475887617,"{""name"":""Winter Warlock Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bristol_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,5,1
+copper_kettle_brewery-lucky_393_grand_cru,0,0,244475297792,"{""name"":""Lucky 393 Grand Cru"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_kettle_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is medium dark in color but it has a light body and a smooth mouthfeel. Coriander and orange will surround your senses and keep you coming back for more."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,3,1
+boiler_room_brewpub-colorado_belle_dark,0,0,244378107907,"{""name"":""Colorado Belle Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boiler_room_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+dogfish_head_craft_brewery-raison_d_extra,0,0,244606697472,"{""name"":""Raison D'Extra"",""abv"":20.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A bigger, bolder version of our Raison D'Etre.\r\n\r\nThis is a bulbous, brown ale brewed with a bunch of malt, brown sugar and raisins.\r\n\r\nIn case you care... the average 12 oz. serving has approximately 425 calories."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,1,1
+half_moon_bay_brewing-illuminator_doppelbock,0,0,244752580608,"{""name"":""Illuminator Doppelbock"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,46,1
+stoudt_s_brewery-stoudt_s_pils,0,0,245109948416,"{""name"":""Stoudt's Pils"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Reflective of the traditional German style, Stoudt's Pils is delicately dry with firm bitterness.  This crispness of Saaz hops and a dry malt finish make the Pilsener an excellent aperitif."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,27,1
+engine_house_9-spring_bock,0,0,244623671296,"{""name"":""Spring Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,40,1
+ramapo_valley_brewery-christmas_ale,0,0,244988903426,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ramapo_valley_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+binding_brauerei_ag,0,0,244360019969,"{""name"":""Binding Brauerei AG"",""city"":""Frankfurt am Main"",""state"":""Hessen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)69-/-60650"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Darmstdter Landstrae 185""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.0943,""lon"":8.6913}}",1,8,1
+brasserie_la_caracole-amber,0,0,244476346368,"{""name"":""Amber"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_caracole"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+bryggeriet_lfabrikken,0,0,244474839041,"{""name"":""Bryggeriet lfabrikken"",""city"":""Tisvildeleje"",""state"":"""",""code"":"""",""country"":""Denmark"",""phone"":""45-70-20-79-30"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hollselund Strandvej 74""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":56.0746,""lon"":12.1161}}",1,2,1
+elk_creek_cafe_and_aleworks-poe_paddy_porter,0,0,244627210240,"{""name"":""Poe Paddy Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for our beloved State Park this Robust Porter draws its uniquely enticing roasted character from a thoughtful combination of malts. Generous hop additions ensure a satisfying beer drinking experience."",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+craftsman_brewing,0,0,244474183681,"{""name"":""Craftsman Brewing"",""city"":""Pasadena"",""state"":""California"",""code"":""91103"",""country"":""United States"",""phone"":""1-626-296-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1260 Lincoln Avenue #100""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.1696,""lon"":-118.159}}",1,0,1
+bamberger_mahr_s_bru,0,0,244379353090,"{""name"":""Bamberger Mahr's-Bru"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-91517-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wunderburg 10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.8901,""lon"":10.9067}}",1,56,1
+anchor_brewing-our_special_ale_1992,0,0,244373061633,"{""name"":""Our Special Ale 1992"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+brauerei_aying_franz_inselkammer_kg-brau_weisse,0,0,244475297792,"{""name"":""Bräu-Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,4,1
+nebraska_brewing_company-eos_hefeweizen,0,0,244866547712,"{""name"":""EOS Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,22,1
+capital_brewery-bavarian_lager,0,0,244476215296,"{""name"":""Bavarian Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+flatlander_s_restaurant_brewery,0,0,244624654337,"{""name"":""Flatlander's Restaurant & Brewery"",""city"":""Lincolnshire"",""state"":""Illinois"",""code"":""60069"",""country"":""United States"",""phone"":""1-847-821-1234"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 Village Green""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":42.2031,""lon"":-87.9302}}",1,42,1
+crane_river_brewpub_and_cafe-porter,0,0,244491419649,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+lagunitas_brewing_company-ruben_the_jets,0,0,244753301505,"{""name"":""Ruben & The Jets"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Ale is Brewed in Honor of the 40th Anniversary Release of this Album."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,47,1
+21st_amendment_brewery_cafe-south_park_blonde,0,0,244372602880,"{""name"":""South Park Blonde"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Light golden color. Sweet dry aroma with crisp, clear bitterness. Brewed with imported German hops.The perfect beer to have when you'd like to have more than one."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,38,1
+triumph_brewing_of_princeton-honey_wheat,0,0,245109161985,"{""name"":""Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,25,1
+nicolet_brewing-blonde,0,0,244866088961,"{""name"":""Blonde"",""abv"":3.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+mission_springs_brewing-blonde_draft,0,0,244866940929,"{""name"":""Blonde Draft"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mission_springs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+bristol_brewing,0,0,244477263873,"{""name"":""Bristol Brewing"",""city"":""Colorado Springs"",""state"":""Colorado"",""code"":""80906"",""country"":""United States"",""phone"":""1-719-633-2555"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1647 South Tejon Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.8097,""lon"":-104.826}}",1,9,1
+the_livery-thoms_special_ale,0,0,245109489666,"{""name"":""Thoms Special Ale"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""This deep copper colored Ale is named after Steve's homebrew buddy Thom Phillips, who has had a part in helping to formulate some of the final Ale recipes at the Livery. Hints of caramel make their way through the aromatic bitterness of Centennial hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,26,1
+ali_i_brewing-golden_ale,0,0,244370440193,"{""name"":""Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+ettaler_klosterbetriebe_abteilung_brauerei_destillerie-kloster_dunkel,0,0,244625375232,"{""name"":""Kloster Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ettaler_klosterbetriebe_abteilung_brauerei_destillerie"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+green_flash_brewing-hop_hed_red_ale,0,0,244751269889,"{""name"":""Hop Hed Red Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Resinous hop character and bitterness balance the rich carmel malt base. We took it a step further and Amarillo dry-hopped the brew to 45 ibu's, creating refreshing and savory hop flavors and aromas. Is it red IPA? That's your call."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+bavarian_barbarian_brewing_company,0,0,244368015360,"{""name"":""Bavarian Barbarian Brewing Company"",""city"":""Williamsport"",""state"":""Pennsylvania"",""code"":""17701"",""country"":""United States"",""phone"":""570.332.5050"",""website"":""http://www.bavarianbarbarian.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Bavarian Barbarian Brewing Company is Williamsport's first production brewery since the 1950's. The brewery, which occupies 9,000 square feet at 429 W. 3rd St in Williamsport, Pennsylvania, was founded by Mike Hiller in July 2007.  Though a native of South Williamsport, Barbarian Chief, Mike Hiller, first entered the craft brewing industry in 1997 as an Account Services Associate for Legendary Distributors, Ltd., of Richmond, Virginia. After nearly a year of distributing beer, an opportunity arose for Mike to work as a brewer for Legend Brewing Company. Mike worked with five other brewers to perform duties at all levels of production including brewing, cellar work, cleaning and maintenance.  After nearly four years of service at Legend Brewing Company, Mike moved to Boston, MA, so his wife, Kira, could attend grad school. Tired of listening to him whine about how much he missed brewing, Kira gave him a home brewing kit as an anniversary gift. Mike began brewing whenever he could find the time. He developed the recipes for Hammerin' Ale, Headbangerz Brown Ale, Square Feet Wheat, Weldspatter I.P.A. and several other beers in five-gallon batches on his apartment's balcony.  Mike was also commissioned by friends and co-workers to brew beer for special occasions.  In fact, Square Feet Wheat was actually first brewed for an art gallery opening featuring works by the Barbarian's logo and label designer, Erick Thomas.  After reading Brewing Up a Business: Adventures in Entrepreneurship by Sam Calagione of Dogfish Head Brewery fame, Mike was inspired to start his own brewery. He spent eight months researching and writing a business plan. Another year was spent gathering support and revising his business plans. Thanks to the support of family, friends and other area businessmen who believed in Mike's dream, Bavarian Barbarian Brewing Company is now a reality."",""address"":[""429 W. 3rd St""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.238,""lon"":-77.0103}}",1,28,1
+brouwerij_bockor-bellegems_bruin,0,0,244475953152,"{""name"":""Bellegems Bruin"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bockor"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+crabby_larry_s_brewpub_steak_crab_house-dead_man_walkin_ipa,0,0,244475297793,"{""name"":""Dead Man Walkin' IPA"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":""This extra hoppy ale is characteristic of the classic pale ales. Using the very flavorful Mount Hood and Liberty hops we have created classic IPA goodness every sailor knows."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+borsodi_sorgyar,0,0,244378173440,"{""name"":""Borsodi Sörgyár"",""city"":""Böcs"",""state"":"""",""code"":"""",""country"":""Hungary"",""phone"":"""",""website"":""http://www.borsodisorgyar.hu/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,52,1
+dogfish_head_craft_brewery-zwaanend_ale,0,0,244606697473,"{""name"":""Zwaanend,ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A neo-traditional Rye Bok brewed to commerate the 375th Anniversary of the First Town in the First State."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,1,1
+hampshire_brewery,0,0,244752646144,"{""name"":""Hampshire Brewery"",""city"":""Romsey"",""state"":""Hampshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01794)-830529"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6-8 Romsey Industrial Estate""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.9889,""lon"":-1.4989}}",1,46,1
+straub_brewery-straub_light,0,0,245109948417,"{""name"":""Straub Light"",""abv"":3.16,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""straub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,27,1
+flying_fish_brewing_company-oktoberfish,0,0,244623736832,"{""name"":""OktoberFish"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""First released in 2002, and sold out in two weeks. A tribute to the classic Fest styles of Germany the O'Fish uses European malts hops and yeast. A beautiful reddish color, a savory malt profile and nice hop flavor, make this Fest beer quite drinkable. OktoberFish is great with food and especially great with Lederhosen."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,40,1
+river_west_brewing-light,0,0,244988968960,"{""name"":""Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+bitburger_brauerei,0,0,244360019970,"{""name"":""Bitburger Brauerei"",""city"":""Bitburg"",""state"":""Rheinland-Pfalz"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)6561-/-14-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Römermauer 3""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.974,""lon"":6.5227}}",1,8,1
+brauerei_leibinger-hefe_weizen,0,0,244476346369,"{""name"":""Hefe-Weizen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_leibinger"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+capital_brewery-garten_brau_fest,0,0,244474904576,"{""name"":""Garten Bräu Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,2,1
+empyrean_brewing_company-luna_sea_amber,0,0,244627210241,"{""name"":""Luna Sea Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+crescent_city_brewhouse-black_forest,0,0,244474249216,"{""name"":""Black Forest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crescent_city_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+baron_brewing_company-baron_oktoberfest,0,0,244379418624,"{""name"":""Baron Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""baron_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Baron Oktoberfest is a traditional German Style Oktoberfest / Marzen. Deep copper/amber in color with a rich but light malt flavor. Finishes crisp and easy, leaving the mouth desiring more. We age the Oktoberfest for a full three months to guarantee a fantastically smooth beer.\r\n\r\nAll ingredients for the beer are imported from Germany. Brewed in accordance to the German Beer Purity Law (Reinheitsgebot) of 1516."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,56,1
+appleton_brewing-adler_brau_oatmeal_stout,0,0,244373127168,"{""name"":""Adler Bräu Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,39,1
+breckenridge_brewery-471_pilsner,0,0,244475363328,"{""name"":""471 Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+nethergate_brewery_co_ltd-augustinian_ale,0,0,244866547713,"{""name"":""Augustinian Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nethergate_brewery_co_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+capital_brewery-capital_kloster_weizen,0,0,244476215297,"{""name"":""Capital Kloster Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,6,1
+four_peaks_brewing-sunbru_kolsch_style_ale,0,0,244624654338,"{""name"":""Sunbru Kölsch Style Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A very light golden ale that is malty sweet, almost honey-like in the nose. This ale has a light to medium body and a very delicate flavor. Easy drinking, it has very low bitterness and a soft dry finish. 5.2% alcohol/volume. This style originates from the city of Cologne, Germany where all twenty eight breweries are dedicated to brewing only Kölsch. Coming soon in cans. (ALWAYS ON TAP!!)""}",1,42,1
+denver_chophouse_and_brewery-singletrack_copper_ale,0,0,244623933440,"{""name"":""Singletrack Copper Ale"",""abv"":5.57,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+liberty_steakhouse_and_brewery-liberty_unfiltered_wheat_ale,0,0,244753301506,"{""name"":""Liberty Unfiltered Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This light ale is an American interpretation of a German classic. It's not filtered and has a pleasantly tart flavor. Served with a lemon wedge."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,47,1
+aass_brewery-bock_beer,0,0,244372668416,"{""name"":""Bock Beer"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aass_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Aass Bock is a dark \""lager\"" also produced in accordance with the \""Purity law\"". \r\n\r\nThe malted barely is produced in the Scandinavian countries. It is a combination of bayer-, color- and caramel malt. \r\n\r\nWe use the very best of hops from the Hallertau area in Germany, and the water is pure Norwegian mountain water. \r\n\r\nThe Aass Bock is largered at cool temperatures, and it is allowed to mature for as long as 6 months before bottling. \r\n\r\nThe beer is sold in a caracteristic nice-looking green bottle containing 11.2 fl. oz or 330 ml."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,38,1
+triumph_brewing_of_princeton-scottish_ale,0,0,245109161986,"{""name"":""Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,25,1
+north_coast_brewing_company-old_stock_ale_2002,0,0,244866088962,"{""name"":""Old Stock Ale 2002"",""abv"":11.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,21,1
+mogollon_brewing_company-superstition_pale_ale,0,0,244866940930,"{""name"":""Superstition Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mogollon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""If you are searching for a light, refreshing pale ale, your search is over!  Superstition Pale Ale is named after the Superstition Mountains which are just east of Phoenix.  This American pale ale is brewed using mountain pure water, select domestic grain, yeast and hops from the Pacific Northwest.  Superstition is copper in color with a clean, malty fullness and finishes with pronounced hop bitterness.  Perfect for enjoying on a warm Arizona day."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+brouwerij_liefmans-goudenband_2002,0,0,244477329408,"{""name"":""Goudenband 2002"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+three_floyds_brewing-chubby_brown,0,0,245109555200,"{""name"":""Chubby Brown"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,26,1
+alltech_s_lexington_brewing_company-kentucky_ale,0,0,244370505728,"{""name"":""Kentucky Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alltech_s_lexington_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+fish_brewing_company_fish_tail_brewpub-poseidon_imperial_stout,0,0,244625375233,"{""name"":""Poseidon Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+hair_of_the_dog_brewing-golden_rose,0,0,244751269890,"{""name"":""Golden Rose"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+bell_s_brewery_inc-bell_s_christmas_ale,0,0,244368015361,"{""name"":""Bell's Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A Scotch Ale, “brewed with 100% Michigan barley and a blend of Pacific Northwest and Michigan hops.”"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,28,1
+brown_street_brewery-south_of_the_border_light,0,0,244475953153,"{""name"":""South of the Border Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+de_proef_brouwerij-andelot_euphorique,0,0,244607287296,"{""name"":""Andelot Euphorique"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+boss_browar_witnica_s_a-porter_czarny_boss_black_boss_porter,0,0,244378173441,"{""name"":""Porter Czarny Boss / Black BOSS Porter"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boss_browar_witnica_s_a"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+egan_brewing-eganator_doppelbock,0,0,244606697474,"{""name"":""Eganator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,1,1
+hapa_s_brew_haus_and_restaurant,0,0,244752646145,"{""name"":""Hapa*s Brew Haus and Restaurant"",""city"":""Kihei"",""state"":""Hawaii"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":20.7592,""lon"":-156.457}}",1,46,1
+the_bruery-trade_winds_tripel,0,0,245110013952,"{""name"":""Trade Winds Tripel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Summer seasonal, Trade Winds Tripel is a Belgian-style Golden Ale with a Southeast Asian twist. Instead of using candi sugar (typical for such a beer), we use rice in the mash to lighten the body and increase the gravity, and spice with Thai Basil. The result is an aromatic, digestible and complex beer made for a lazy summer evening."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,27,1
+founders_hill_brewing,0,0,244623736833,"{""name"":""Founders Hill Brewing"",""city"":""Downers Grove"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8089,""lon"":-88.0112}}",1,40,1
+rogue_ales-hoppy_frog,0,0,244988968961,"{""name"":""Hoppy Frog"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A Northwest Style IPA. Nice Balance of Malt and Hops, not too extreme in either direction. 2 Ingredients: Maris Otter Malt, Amarillo Hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,20,1
+blackstone_restaurant_brewery,0,0,244360085504,"{""name"":""Blackstone Restaurant & Brewery"",""city"":""Nashville"",""state"":""Tennessee"",""code"":""37203"",""country"":""United States"",""phone"":""1-615-327-9969"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1918 West End Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.152,""lon"":-86.7989}}",1,8,1
+brewery_corsendonk-abbey_brown_ale_pater,0,0,244476411904,"{""name"":""Abbey Brown Ale / Pater"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_corsendonk"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+cheshire_cat_brewery-pilsner,0,0,244474904577,"{""name"":""Pilsner"",""abv"":4.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cheshire_cat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+erie_brewing_company-ol_red_cease_and_desist,0,0,244627210242,"{""name"":""Ol' Red Cease and Desist"",""abv"":10.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Erie Brewing presents the Beer formally known as Red Ryder BIG BEER - A beer dubiously awarded two cease and desist letters for its name. Ol’ Red Cease and Desist brings more to the table than just a big malty flavor and climaxing warming sensation…a legal record! This beer so recognized and loved by many deserves a unique name to match its unique history. What better name than Ol’ Red Cease and Desist – a name inspired by the long arm of the law!"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,48,1
+cugino_brewing_company-light,0,0,244474314752,"{""name"":""Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cugino_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+bayerische_staatsbrauerei_weihenstephan-hefeweissbier_dunkel,0,0,244379418625,"{""name"":""Hefeweissbier Dunkel"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+athenian_brewery,0,0,244373127169,"{""name"":""Athenian Brewery"",""city"":""Athens"",""state"":"""",""code"":""0"",""country"":""Greece"",""phone"":""30-210-5384911"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""102 Kifissou Avenue""]}",1,39,1
+brennerei_distillerie_radermacher-rader_blonde,0,0,244475428864,"{""name"":""Rader Blonde"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brennerei_distillerie_radermacher"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+niagara_falls_brewing-maple_wheat,0,0,244866547714,"{""name"":""Maple Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+cervezas_alhambra-negra,0,0,244476215298,"{""name"":""Negra"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervezas_alhambra"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,6,1
+fratellos_restaurant_and_brewery-caber_tossing_scottish_ale,0,0,244624719872,"{""name"":""Caber Tossing Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+alaskan_brewing-alaskan_ipa,0,0,244362444800,"{""name"":""Alaskan IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""India Pale Ales are characterized by intense hop flavor and aroma accompanied by higher alcohol content. This style possesses medium maltiness and body while also being crisp and dry. Citrus flavors and aromas are moderate to very strong.\r\n\r\nAlaskan IPA is honey gold in color with a fruity, citrus aroma. An enticing blend of hops and our dry hopping process, in which hops are added directly to tanks during fermentation, give this brew a very intense, complex aromatic character with a refreshing hop finish.\r\n\r\nAlaskan IPA is made from glacier-fed water and a generous blend of the finest quality European and Pacific Northwest hop varieties and premium two-row and specialty malts. Our water originates in the 1,500-square-mile Juneau Ice Field and from more than 90 inches of rainfall each year."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+diamond_knot_brewery_alehouse-e_s_b,0,0,244623998976,"{""name"":""E.S.B."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+little_apple_brewing-bovine_belgian_winter_ale,0,0,244875919360,"{""name"":""Bovine Belgian Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+aass_brewery-gull_classic,0,0,244372733952,"{""name"":""Gull Classic"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aass_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Aass Classic\"" is a classical \""lager\"" The beer is slightly darker in color than our Genuine Pilsner. It is of course produced in accordance with the \""Purity law\"". \r\n\r\nThe malted barely is produced in the Scadinavian countries. It is a combination of pilsner-, bayer- and caramelmalt. We use the famous Sazer and Hallertau hops, and the water is as pure as the Norwegian nature. \r\n\r\nThe Classic is largered at cool temperatures, and it is allowed to mature for approximately 3 months before bottling. \r\n\r\nThe beer is sold in caracteristic nice looking green bottel containing 11.2 fl. oz or 330 ml."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+troegs_brewing-java_head_stout,0,0,245109161987,"{""name"":""Java Head Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We teamed up with St. Thomas Roasters of Linglestown, PA to create a special blend of espresso beans. They added Kenyan beans to the mix because of a strong citrus flavor that compliments the hops. Creating an environment akin a French press, the beans are combined with whole flower hops in the hopback, and the hot wort passes through the vessel on the way to fermentation giving Java Head a lush coffee espresso nose and hints of coffee flavor. There is a silky quality to the mouthfeel and a citrus aromas from the combination of Kenyan beans and whole flower hops."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,25,1
+oakham_ales-jeffrey_hudson_bitter,0,0,244866154496,"{""name"":""Jeffrey Hudson Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oakham_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+moosejaw_pizza_dells_brewing_company-weissbier,0,0,244867006464,"{""name"":""Weissbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,23,1
+brouwerij_sterkens-st_paul_double,0,0,244477329409,"{""name"":""St. Paul Double"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+titletown_brewing-roundhouse_rye,0,0,245109555201,"{""name"":""Roundhouse Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,26,1
+amherst_brewing_company-half_in_the_bagpipe,0,0,244370505729,"{""name"":""Half in the Bagpipe"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber in color, full-bodied strong ale with a prominent malt flavor delicately balanced with Goldings hops. Made with a hint of molasses, this beer is usually on tap for Super Bowl with a keg or two of the previous year's batch."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,33,1
+founders_brewing-founders_imperial_stout,0,0,244625375234,"{""name"":""Founders Imperial Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A fine companion to end a meal or relax in front of the hearth with, this robust ale will cellar well for years. Brewed with ten varieties of malted barley this stout is extremely smooth, complex and rich in body. We recommend serving at cellar temperature. Sit back and enjoy its richness and complexity, your about to drink the ultimate winter warmer."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,44,1
+hale_s_ales_3-drawbridge_blonde,0,0,244751335424,"{""name"":""Drawbridge Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+big_river_brewing-blonde_ale,0,0,244368015362,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+buzzards_bay_brewing_inc-olde_buzzard_lager,0,0,244475953154,"{""name"":""Olde Buzzard Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""buzzards_bay_brewing_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Lager (Dortmund-style) is brewed with pale, Munich and Vienna malts and is moderately hopped with Hallertauer hops. Dortmund is an industrial, steel-making town and its lagers are hearty, easy drinking brewskies. The hops balance the malt but not overtly so. A great brew for the end of a hard day at work. Winner of the Gold Medal for Best European Style Pilsner at the 2000 Great American Beer Festival , Gold Medal at the 5th and 6th Great International Beer Festival, Silver Medals at the 7th Great International Beer Festival and 9th Great International Beer Festival, and Bronze Medal at the 8th Great International Beer Festival and 11th Great International Beer Festival!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+dragonmead_microbrewery-imperial_stout,0,0,244607352832,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+boston_beer_company-longshot_black_lager,0,0,244378173442,"{""name"":""Longshot Black Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+empyrean_brewing_company-espresso_porter,0,0,244606763008,"{""name"":""Espresso Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+hertog_jan,0,0,244752646146,"{""name"":""Hertog Jan"",""city"":""Arcen"",""state"":"""",""code"":""5944 EN Arcen"",""country"":""Netherlands"",""phone"":"""",""website"":""http://www.hertogjan.nl/site/"",""type"":""brewery"",""updated"":""2011-06-15 04:59:30"",""description"":"""",""address"":[""Kruisweg 44""]}",1,46,1
+the_cambridge_house-copper_hill_kolsch,0,0,245110013953,"{""name"":""Copper Hill Kolsch"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_cambridge_house"",""updated"":""2010-07-22 20:00:20"",""description"":""German Style Light Ale. Smooth, easy drinking with subtle noble hop character.""}",1,27,1
+four_peaks_brewing-abbey_normal_ale,0,0,244623736834,"{""name"":""Abbey Normal Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian Double Abbey."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,40,1
+rothaus_brauerei-export,0,0,244989034496,"{""name"":""Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+boston_beer_company-samuel_adams_black_lager,0,0,244360085505,"{""name"":""Samuel Adams Black Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""When one sees a beer with a darker complexion these days, more often than not it"",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,8,1
+brewery_de_troch-chapeau_framboise_lambic,0,0,244476411905,"{""name"":""Chapeau Framboise Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,7,1
+columbia_bay_brewery_restaurant_and_pub,0,0,244474904578,"{""name"":""Columbia Bay Brewery Restaurant and Pub"",""city"":""Lake Villa"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.417,""lon"":-88.074}}",1,2,1
+f_x_matt_brewing-saranac_black_diamond_bock,0,0,244627275776,"{""name"":""Saranac Black Diamond Bock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Black Diamond Bock is a rich, malty brew, made with traditional German malts and hops and fermented with a lager yeast. Aged for months for a rich but smooth malty taste. A nice reward for enduring your winter months."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,48,1
+dockside_brewing-pelican_bay_brown,0,0,244605976576,"{""name"":""Pelican Bay Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,0,1
+bayerische_staatsbrauerei_weihenstephan-original_lager,0,0,244379418626,"{""name"":""Original Lager"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+bamberger_mahr_s_bru-christmas_bock,0,0,244373127170,"{""name"":""Christmas Bock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,39,1
+brewdog_ltd,0,0,244475428865,"{""name"":""BrewDog Ltd"",""city"":""Fraserburgh"",""state"":"""",""code"":"""",""country"":""United Kingdom"",""phone"":""+44 1346 519 009"",""website"":""http://brewdog.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""AB43 8UE""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":57.683,""lon"":-2.003}}",1,4,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_bitter,0,0,244866547715,"{""name"":""Nøgne Ø Bitter"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A light session ale, with an assertive hop aroma of E K Golding.  Great beer to pair with lots of different food - a good allround."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,22,1
+clipper_city_brewing_co-small_craft_warning,0,0,244476280832,"{""name"":""Small Craft Warning"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""We call this beer an Über Pils - a pilsner style bock lager. Rich, malty, and well rounded but with a firm structure of noble hops. Surprisingly pale in color for such a powerful, complex beer. Available year round beginning Feb. 05'.\r\n\r\nSilver Medal- World Beer Championship 2007"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,6,1
+friesisches_brauhaus_zu_jever,0,0,244624719873,"{""name"":""Friesisches Brauhaus zu Jever"",""city"":""Jever"",""state"":""Niedersachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)4461-/-13-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Elisabethufer 18""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":53.5755,""lon"":7.9016}}",1,42,1
+america_s_brewing,0,0,244362510336,"{""name"":""America's Brewing"",""city"":""Aurora"",""state"":""Illinois"",""code"":""60505"",""country"":""United States"",""phone"":""1-630-264-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""205 North Broadway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.7605,""lon"":-88.309}}",1,15,1
+dick_s_brewing-lava_rock_porter,0,0,244623998977,"{""name"":""Lava Rock Porter"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+magnolia_pub_and_brewery-golden_bitter,0,0,244875919361,"{""name"":""Golden Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+allagash_brewing-tripel_reserve,0,0,244372733953,"{""name"":""Tripel Reserve"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+upstream_brewing_company_at_legacy-dundee_export_90_scotch_ale,0,0,245109227520,"{""name"":""Dundee Export 90 Scotch Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+ohio_brewing-alt_ernative_amber,0,0,244866154497,"{""name"":""Alt-ernative Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ohio_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,21,1
+niagara_falls_brewing-gritstone_premium_ale,0,0,244867006465,"{""name"":""Gritstone Premium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,23,1
+brouwerij_the_musketiers,0,0,244477329410,"{""name"":""Brouwerij The Musketiers"",""city"":""Ursel"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)-9-226-42-76"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Tramstraat 8""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1287,""lon"":3.4785}}",1,9,1
+tommyknocker_brewery_and_pub-butthead_doppelbock,0,0,245109620736,"{""name"":""Butthead Doppelbock"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""High Gravity Butt Head Doppelbock Lager is brewed with a generous amount of roasted malts producing caramel sweetness and rich mouthfeel. Why Butt Head? Try one. You'll enjoy \""big brew\"" flavor with the intensity of a \""head butting\"" Bighorn Ram!"",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,26,1
+anderson_valley_brewing,0,0,244370505730,"{""name"":""Anderson Valley Brewing"",""city"":""Boonville"",""state"":""California"",""code"":""95415"",""country"":""United States"",""phone"":""1-800-207-2337"",""website"":""http://avbc.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""17700 Boonville Rd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.0014,""lon"":-123.356}}",1,33,1
+fox_river_brewing_1,0,0,244625440768,"{""name"":""Fox River Brewing #1"",""city"":""Oshkosh"",""state"":""Wisconsin"",""code"":""54901"",""country"":""United States"",""phone"":""1-920-232-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1501 Arboretum Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.0342,""lon"":-88.5608}}",1,44,1
+hapa_s_brew_haus_and_restaurant-stealth_dark_ale,0,0,244751400960,"{""name"":""Stealth Dark Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+birrificio_torrechiara-panil_barriquee,0,0,244368080896,"{""name"":""Panil Barriquée"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birrificio_torrechiara"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+buzzards_bay_brewing_inc,0,0,244476018688,"{""name"":""Buzzards Bay Brewing Inc."",""city"":""Westport"",""state"":""Massachusetts"",""code"":""2790"",""country"":""United States"",""phone"":""(508) 636-2288"",""website"":""http://www.buzzardsbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""98 Horseneck Rd""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5713,""lon"":-71.0571}}",1,5,1
+eel_river_brewing-certified_organic_amber_ale,0,0,244607418368,"{""name"":""Certified Organic Amber Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Eel River Brewing Company, brewers of California's first Certified Organic Ale, proudly brings you our Organic Amber Ale. Unique in flavor and purity, this medium bodied beer has a hoppy bouquet and a distinctive rich taste with a caramel-like sweetness that is balanced with a liberal dose of certified organic Pacific Gems and Hallertau hops, imported from New Zealand. Pure taste, pure ingredients, pure good."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+boston_beer_company-samuel_adams_cranberry_lambic,0,0,244378173443,"{""name"":""Samuel Adams Cranberry Lambic"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams Cranberry Lambic is a fruit beer that draws its flavor not just from the cranberries it is brewed with, but also from the unique fermentation character imparted by the rare wild yeast strain. The result is a flavor rich in fruitiness and reminiscent of cranberries and bananas, cloves and nutmeg. The yeast fermentation also will create a slight sourness on the sides of the palate, a signature of the original Lambic style which, with the subtle cereal note from the wheat malt, remind its drinker that, as fruity a beer as this is, it is still a beer."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,52,1
+faultline_brewing_2-burton_pale_ale,0,0,244606763009,"{""name"":""Burton Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+hoepfner_privatbrauerei-porter,0,0,244752646147,"{""name"":""Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoepfner_privatbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,46,1
+trap_rock_restaurant_and_brewery-blackforest_lager,0,0,245110013954,"{""name"":""Blackforest Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,27,1
+four_peaks_brewing-arizona_peach,0,0,244623802368,"{""name"":""Arizona Peach"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The dominating character of this beer is of course peach flavor and aroma. It is a little more subtle than most fruit beers which makes it more approachable. Light in body and color. \r\n\r\nAlcohol content of approximately 4.0% by volume (ALWAYS ON TAP!!)"",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,40,1
+rothaus_brauerei-helles,0,0,244989034497,"{""name"":""Helles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+bottom_s_up_brewing-strom_bomb_stout,0,0,244360085506,"{""name"":""Strom Bomb Stout"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bottom_s_up_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,8,1
+brouwerij_huyghe-duinen_tripel,0,0,244476477440,"{""name"":""Duinen Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_huyghe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+cooperstown_brewing_company,0,0,244474904579,"{""name"":""Cooperstown Brewing Company"",""city"":""Milford"",""state"":""New York"",""code"":""13807"",""country"":""United States"",""phone"":""607-286-9330"",""website"":""http://www.cooperstownbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""River Street, P.O. Box 276""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":42.5893,""lon"":-74.9403}}",1,2,1
+far_west_ireland_brewing-wild_banshee_barleywine,0,0,244627275777,"{""name"":""Wild Banshee Barleywine"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""far_west_ireland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+dogfish_head_craft_brewery-theobroma,0,0,244606042112,"{""name"":""Theobroma"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is based on chemical analysis of pottery fragments found in Honduras which revealed the earliest known alcoholic chocolate drink used by early civilizations to toast special occasions.  The discovery of this beverage pushed back the earliest use of cocoa for human consumption more than 500 years to 1200 BC.  As per the analysis, Dogfish Head’s Theobroma (translated into 'food of the gods') is brewed with Aztec cocoa powder and cocoa nibs, honey, chilies, and annatto (fragrant tree seeds).""}",1,0,1
+bear_republic_brewery-hop_rod_rye,0,0,244379418627,"{""name"":""Hop Rod Rye"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Essentially a strong American IPA made with 20% rye malt. Darker in color, Hop Rod Rye boasts a huge hop aroma and flavor accompanied by a slightly sweet, malty finish."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,56,1
+bandana_brewery,0,0,244373192704,"{""name"":""Bandana Brewery"",""city"":""Mankato"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.1636,""lon"":-93.9994}}",1,39,1
+brewery_budweiser_budvar-budweiser_budvar_czechvar,0,0,244475428866,"{""name"":""Budweiser Budvar (Czechvar)"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_budweiser_budvar"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Czech Premium Lager is beer for light beer lovers. The most gentle heads of the high quality Žatec hop, virgin clear natural water and granules of selected species of Moravian barley make it the beverage of real experts. \r\n\r\nThe 700-year long tradition in production of České Budějovice beer and the unique, 90-day period of maturity increase its unique character. You can taste Budweiser Budvar Czech Premium Lager with all your senses. First of all you will delight your eyes with its beautiful colour and rich dense foam, then you will feel the fine aroma of the hops, in your palm you will stroke the dewy glass and, in the end, you will taste the fine to medium strong bitterness. You will remember well, our perfect lager."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,4,1
+northwoods_brewpub_grill-irish_red,0,0,244866613248,"{""name"":""Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+denmark_brewing,0,0,244608598016,"{""name"":""Denmark Brewing"",""city"":""Denmark"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.3478,""lon"":-87.8273}}",1,6,1
+golden_pacific_brewing-hibernator_winter_ale,0,0,244624785408,"{""name"":""Hibernator Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+amherst_brewing_company-workingman_s_wheat,0,0,244362510337,"{""name"":""Workingman's Wheat"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Light crisp American style wheat with a medium hop finish. Made using 25% German wheat malt. Brewed and on tap each summer."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,15,1
+dortmunder_actien_brauerei_dab-original,0,0,244623998978,"{""name"":""Original"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dortmunder_actien_brauerei_dab"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+maritime_pacific_brewing-islander_pale_ale,0,0,244875919362,"{""name"":""Islander Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+anheuser_busch-michelob_hefeweizen,0,0,244372733954,"{""name"":""Michelob Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+ushers_of_trowbridge-ipa,0,0,245109293056,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ushers_of_trowbridge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,25,1
+oso-dank,0,0,244866220032,"{""name"":""Dank"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oso"",""updated"":""2011-03-16 09:06:54"",""description"":""Anniversary offering, Imperial Red. Heavily hopped and oak aged, very balanced. 12 oz. bottles; 4 pack. ABV: 9.2%"",""style"":""Imperial or Double Red Ale"",""category"":""North American Ale""}",1,21,1
+nikenjayamochi_kadoya_honten_co,0,0,244867072000,"{""name"":""Nikenjayamochi Kadoya Honten Co."",""city"":"""",""state"":"""",""code"":"""",""country"":""Japan"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,23,1
+brouwerij_van_honsebrouck-st_louis_gueuze,0,0,244477329411,"{""name"":""St. Louis Gueuze"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_honsebrouck"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,9,1
+trailhead_brewing_company-riverboat_raspberry_flavored_beer,0,0,245109686272,"{""name"":""Riverboat Raspberry flavored Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,26,1
+anheuser_busch-michelob_amber_bock,0,0,244370571264,"{""name"":""Michelob Amber Bock"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Michelob AmerBock is American-style bock beer with a rich, malty and smooth taste that is hearty and full-bodied, yet finishes cleanly. Anheuser-Busch introduced this premium-plus beer nationally in 1995."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+full_sail_brewing_1-india_pale_ale,0,0,244625440769,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+heineken_switzerland,0,0,244751400961,"{""name"":""Heineken Switzerland"",""city"":""Winterthur"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-052-/-264-41-41"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Haldenstrasse 69""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5077,""lon"":8.7302}}",1,43,1
+blue_point_brewing-spring_fling,0,0,244368080897,"{""name"":""Spring Fling"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+catamount_brewing-porter,0,0,244476018689,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""catamount_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+federation_brewery-angel_ale,0,0,244607418369,"{""name"":""Angel Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""federation_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,3,1
+boston_beer_company-samuel_adams_imperial_stout,0,0,244378238976,"{""name"":""Samuel Adams Imperial Stout"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams Imperial Stout is our take on the stouts brewed by 18th century English brewers for the Russian Imperial Court of Catherine II. The special malted barley in this intense and massive brew delivers rich flavours like dark chocolate, coffee and anise."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,52,1
+faultline_brewing_2-golden,0,0,244606763010,"{""name"":""Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+iron_hill_brewery_wilmingon-ironbound_ale,0,0,244752711680,"{""name"":""Ironbound Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""Hold onto your beer mugs, because this medium-bodied beer has been overwhelmed with hop additions. Brewed as an American pale ale, it's a celebration of American hop varieties: Cascade, Crystal, Centennial and Chinook. You won't be disappointed."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+uerige_obergrige_hausbrauerei-doppelsticke,0,0,245110079488,"{""name"":""DoppelSticke"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uerige_obergrige_hausbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,27,1
+four_peaks_brewing-barrel_aged_blind_date_ale,0,0,244623802369,"{""name"":""Barrel-Aged Blind Date Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This is the old tried and true Blind Date Ale of old. It is based on an English Olde Ale but has an addition of 300 pounds of Arizona grown Medjool dates. The dates contribute a complexity and sweetness that the malt alone cannot. This Blind Date has been aged for three months in Jim Beam oak bourbon barrels. The oak and bourbon lend flavors of vanilla, wood, and of course, bourbon. These flavors layered with the dates created a big, multi-leveled ale. The alcohol content is about 7.5% alc/vol. You'll have to get to Four Peaks quick since we only have a few kegs of this unique beer."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,40,1
+roy_pitz_brewing_company-truly_honest_ale,0,0,244989100032,"{""name"":""Truly Honest Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our signature brew that started it all. This beer is made with four different specialty malts including two foreign caramel malts, a pale malt, and a toasted malt. These malts impart a subtle toasted/sweet taste. This malty brew is than graced with floral and aroma hops which balance the maltiness of this brew and leaves behind a smooth finish on the palate. Top notch ingredients and a truly \""Honest\"" taste makes this a seriously drinkable ale, unlike many other bitter American ales."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+brasserie_de_l_abbaye_des_rocs-triple_imperiale,0,0,244360151040,"{""name"":""Triple Impériale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+brouwerij_sterkens-st_paul_blond,0,0,244476477441,"{""name"":""St. Paul Blond"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+aktienbrauerei_kaufbeuren-st_martin_doppelbock,0,0,244361986048,"{""name"":""St. Martin Doppelbock"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aktienbrauerei_kaufbeuren"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,14,1
+coronado_brewing_company,0,0,244474970112,"{""name"":""Coronado Brewing Company"",""city"":""Coronado"",""state"":""California"",""code"":""92118"",""country"":""United States"",""phone"":""1-619-437-4452"",""website"":""http://www.coronadobrewingcompany.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Coronado Brewing Company, in beautiful Coronado (located just a few minutes from downtown San Diego) welcomes you to come and enjoy quality handcrafted beers and delicious food in a casual family environment. Join us for a refreshing pint while we make you one of our signature pizzas or calzones in the wood fired oven, or choose from a wide selection of fresh seafood, steaks, pastas and dining specials. The Coronado Brewing Company is perfect for a quick lunch, a relaxing beverage or a wonderful dinner. If you're a sports fan come relax with a cold beer and an appetizer while watching your favorite team on one of our many HD TV's. Open 7 days a week from 11:00 am (until closing) & offering a weekly happy hour (M-F) from (2-5pm)."",""address"":[""170 Orange Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":32.6976,""lon"":-117.173}}",1,2,1
+firehouse_grill_brewery-bitter,0,0,244627275778,"{""name"":""Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+dragonmead_microbrewery-crooked_door,0,0,244606107648,"{""name"":""Crooked Door"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The American hop Cascade is used to give this brew its classic American Aroma. Pale and Crystal malt from the U.S. are used to give this beer a medium body and high hop flavor. This beer goes down easily and opens the door to a world of microbrewed beers."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,0,1
+big_sky_brewing-summer_honey_seasonal_ale,0,0,244379484160,"{""name"":""Summer Honey Seasonal Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Summer Honey is a full-flavored summer seasonal ale. Brewed with a unique, balanced blend of spices, Northwest Hops, and Montana honey. Summer Honey is brewed during the early days of spring and released around the first of May each year. Light colored, light bodied, and very drinkable, Summer Honey sacrifices nothing to create a flavorful beer that can be enjoyed during the height of the Summer. Available April through September"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+barfer_das_kleine_brauhaus-schwarze,0,0,244373192705,"{""name"":""Schwarze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barfer_das_kleine_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,39,1
+brick_brewing,0,0,244475494400,"{""name"":""Brick Brewing"",""city"":""Formosa"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-519-367-2995"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Old Brewery Lane""]}",1,4,1
+o_gara_s_bar_grill-amber_bock,0,0,244866613249,"{""name"":""Amber Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,22,1
+diamond_bear_brewing_co-irish_red,0,0,244608663552,"{""name"":""Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_bear_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+green_bay_brewing-luna_stout,0,0,244751007744,"{""name"":""Luna Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+anchor_brewing,0,0,244362575872,"{""name"":""Anchor Brewing"",""city"":""San Francisco"",""state"":""California"",""code"":""94107"",""country"":""United States"",""phone"":""1-415-863-8350"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1705 Mariposa Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7635,""lon"":-122.401}}",1,15,1
+drake_s_brewing-sir_francis_stout,0,0,244624064512,"{""name"":""Sir Francis Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""drake_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+maritime_pacific_brewing-nightwatch_dark_ale,0,0,244875984896,"{""name"":""Nightwatch Dark Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,47,1
+atlantic_brewing_company,0,0,244372799488,"{""name"":""Atlantic Brewing Company"",""city"":""Bar Harbor"",""state"":""Maine"",""code"":""4609"",""country"":""United States"",""phone"":""207-288-BEER"",""website"":""http://www.atlanticbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Atlantic Brewing Company began brewing in 1991, on the eve of the microbrewing revolution. We have steadily grown over the years by having a strong commitment to tradition, quality and service. As a result, we have become the number one beer of the Bar Harbor region.  In the spirit of old world tradition, our beers are sold and distributed by small independents (not national brands). Our beers are now available in select areas throughout the eastern US. We only brew 60 kegs per day, which allows us to still maintain our commitment to craftsmanship. The result is that our beers enjoy great respect in the beer community. Visit our Tasting Room for more information about our standard ales.  Our new facility was built on the site of an old farm a few miles from downtown Bar Harbor. It was designed to create a more visitor friendly environment similar to country wineries and breweries found throughout Europe."",""address"":[""15 Knox Rd.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.3996,""lon"":-68.334}}",1,38,1
+vivungs_bryggeri-romakloster,0,0,245747286016,"{""name"":""Romakloster"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vivungs_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,25,1
+oso,0,0,244866220033,"{""name"":""Oso"",""city"":""Plover"",""state"":""WI"",""code"":""54467"",""country"":""United States"",""phone"":""715-254-2163"",""website"":""http://www.osobrewing.com/Home.php"",""type"":""brewery"",""updated"":""2011-03-16 09:05:15"",""description"":"""",""address"":[""1812 Post Road""]}",1,21,1
+oasis_brewery_and_restaurant,0,0,244867072001,"{""name"":""Oasis Brewery and Restaurant"",""city"":""Boulder"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.015,""lon"":-105.271}}",1,23,1
+brown_street_brewery-amber,0,0,244477394944,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+troegs_brewing-scratch_13_2008,0,0,245109686273,"{""name"":""Scratch #13 2008"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,26,1
+arcadia_brewing-nut_brown,0,0,244370571265,"{""name"":""Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,33,1
+full_sail_brewing_1-pale_ale,0,0,244625571840,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+hereford_hops_steakhouse_and_brewpub_3,0,0,244751466496,"{""name"":""Hereford & Hops Steakhouse and Brewpub #3"",""city"":""Wausau"",""state"":""Wisconsin"",""code"":""54401"",""country"":""United States"",""phone"":""1-715-849-3700"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2201 Sherman Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.9518,""lon"":-89.6657}}",1,43,1
+boston_beer_company-samuel_adams_double_bock,0,0,244368080898,"{""name"":""Samuel Adams Double Bock"",""abv"":8.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Intense and warming, a meal in a bottle.\r\nOne can not help but appreciate Samuel Adams® Double Bock's huge malt character. We use an enormous amount of malt, half a pound per bottle, to brew this intensely rich lager. Its deep brown-ruby color is all made in the kettle - no black malt is used, resulting in a rich sweetness that is free of the rough taste of burnt malt. All that remains is the velvet smooth flavor and mouthfeel of the two row malt. Samuel Adams® Double Bock's intense malt character is balanced with a subtle piney, citrus hop note from the German Noble hops.\r\n\r\nDue to legal restrictions, Samuel Adams® Double Bock can not be sold in the states of Alabama, Arizona, Georgia, Iowa, Louisiana, Missouri, North Carolina, Ohio, South Carolina, Tennessee, and West Virginia."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,28,1
+cold_spring_brewing-stite_golden_pilsner,0,0,244476018690,"{""name"":""Stite Golden Pilsner"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cold_spring_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+federation_brewery-northumbrian_brown_ale,0,0,244607418370,"{""name"":""Northumbrian Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""federation_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,3,1
+boston_beer_works-hercules_stong_ale,0,0,244378238977,"{""name"":""Hercules Stong Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+faultline_brewing_2-india_pale_ale,0,0,244606828544,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+iron_hill_brewery_wilmingon-light_lager,0,0,244752711681,"{""name"":""Light Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+unibroue-11,0,0,245110079489,"{""name"":""11"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+fuller_smith_turner_pbc-london_pride,0,0,244623867904,"{""name"":""London Pride"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+ruppaner_brauerei-kristall_weizen,0,0,244989100033,"{""name"":""Kristall Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+brasserie_de_silly-double_enghien_blonde_ale,0,0,244360151041,"{""name"":""Double Enghien Blonde Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+browar_zywiec,0,0,244476477442,"{""name"":""Browar Zywiec"",""city"":""Zywiec"",""state"":"""",""code"":""34-300"",""country"":""Poland"",""phone"":""48-0-33-614-614"",""website"":""http://www.zywiec.com.pl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ul. Browarna 88""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.6622,""lon"":19.1742}}",1,7,1
+allagash_brewing-allagash_white,0,0,244362051584,"{""name"":""Allagash White"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our interpretation of a traditional Belgian wheat beer, Allagash White is unique and truly refreshing. Brewed with a generous portion of wheat and our own special blend of spices, this beer is light and slightly cloudy in appearance, with a spicy aroma. Overall, it is a beer that is very drinkable and smooth any time of the year.\r\n\r\n\r\n\r\nAvailable in: 12 oz and 750 ml bottles, 15.5 and 5.17 gal kegs\r\nABV: 5.0%\r\nOriginal Gravity: 1048\r\nRecommended Serving Temp: 34°F to 50°F"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,14,1
+dempsey_s_restaurant_brewery-red_rooster,0,0,244606959616,"{""name"":""Red Rooster"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dempsey_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+fitzpatrick_s_brewing-celtic_stout,0,0,244627341312,"{""name"":""Celtic Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitzpatrick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+drake_s_brewing-jolly_roger,0,0,244606107649,"{""name"":""Jolly Roger"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""drake_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+binding_brauerei_ag-lager,0,0,244379484161,"{""name"":""Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""binding_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+barley_brothers_brewery_and_grill-beachballs_red_ale,0,0,244373192706,"{""name"":""Beachballs Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_brothers_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+brouwerij_het_anker-gouden_carolus_hopsinjoor,0,0,244475494401,"{""name"":""Gouden Carolus Hopsinjoor"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_het_anker"",""updated"":""2010-07-22 20:00:20"",""description"":""Gouden Carolus Hopsinjoor completes the taste pallet of the gamma Carolus-beers.  \r\n\r\n\""Hopsinjoor\"" is a wordplay to for one thing the several hops which were used, and on the other hand the typical character of Mechelen of Gouden Carolus: the figure \""opsinjoor\"" is intertwined with the history of Mechelen.  \r\n\r\n4 types of hops are used: Golding, Spalt, Hallertau and Saaz. These hops were fractioned at several times in the cooking process in order to keep a maximum of aroma.\r\n\r\nRegarding to taste we can say that the beer has a gentle, but nevertheless bitter aftertaste. Gold-yellow colour. Hoppy aroma."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,4,1
+old_dominion_brewing_co-oak_barrel_stout,0,0,244866613250,"{""name"":""Oak Barrel Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_dominion_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Dominion Oak Barrel Stout raises the bar for American stouts. We use smoked and peated malts to create an intricate malt foundation.  Willamette and Cascade hops balance the malt character and our method of dry hopping with vanilla beans and oak chips pushes the depth of our stout's flavor spectrum even further."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,22,1
+diamond_bear_brewing_co,0,0,244608663553,"{""name"":""Diamond Bear Brewing Co."",""city"":""Little Rock"",""state"":""Arkansas"",""code"":""72201"",""country"":""United States"",""phone"":""1-501-708-2739"",""website"":""http://www.diamondbear.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""323-C Cross Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.7473,""lon"":-92.2839}}",1,6,1
+harbor_city_brewing-mile_rock_amber_ale,0,0,244751073280,"{""name"":""Mile Rock Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harbor_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,42,1
+anheuser_busch-michelob_golden_pilsner,0,0,244362575873,"{""name"":""Michelob Golden Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,15,1
+duck_rabbit_craft_brewery-duck_rabbit_amber_ale,0,0,244624064513,"{""name"":""Duck-Rabbit Amber Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duck_rabbit_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Duck-Rabbit Amber Ale is a medium bodied beer with a lovely tawny copper or bronze color. This brew emphasizes malt complexity with layered caramel malt flavors. We put a lot of effort into getting this amber ale just right and we're extremely proud of the result!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,41,1
+mckenzie_brew_house-5_czars_imperial_stout,0,0,244875984897,"{""name"":""5 Czars Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,47,1
+atwater_block_brewing-wheat,0,0,244372799489,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+wainwright_brewing,0,0,245747286017,"{""name"":""Wainwright Brewing"",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":"""",""country"":""United States"",""phone"":""1-412-692-1144"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3410 Sassafras Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.4616,""lon"":-79.9653}}",1,25,1
+pint_s_pub_brewery_and_freehouse-gael_force_scottish_export,0,0,244989296640,"{""name"":""Gael Force Scottish Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pint_s_pub_brewery_and_freehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+paulaner-hell,0,0,244990148608,"{""name"":""Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+bull_bush_pub_brewery-yuel_fuel,0,0,244477394945,"{""name"":""Yuel Fuel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+troegs_brewing-scratch_18_2009,0,0,245109686274,"{""name"":""Scratch #18 2009"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We started with the same grain bill as Scratch #12 (IPA) and substituted 25% rye for the base malt giving Scratch #18 a creamy mouth feel and a full-bodied taste.\r\n\r\nMount Hood and Chinook hops are combined here for flavoring and aroma, and Warrior hops are used for overall bitterness.\r\n\r\nThe rye plays off the Mount Hood hops, with both ingredients releasing an herbal, spicy flavor. Cheers."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,26,1
+asahi_breweries-edomae,0,0,244370571266,"{""name"":""Edomae"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""asahi_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+goose_island_beer_company_clybourn-bourbon_county_brand_coffee_stout,0,0,244625571841,"{""name"":""Bourbon County Brand Coffee Stout"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""Everyday Goose Island smells the wonderful coffee roasting next to our brewery at Chicago's Intelligentsia Coffee and Tea. They put the same passion and skill into their coffee as Goose Island does with its beer. This excellent stout is made with Black Cat Espresso beans from our friends next door. You'll like the combination."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,44,1
+high_falls_brewing-dundee_porter,0,0,244751466497,"{""name"":""Dundee Porter"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""More and more we’re becoming a nation of milquetoasts. And nowhere is that more evident than in our beer—puny liquids without calories, carbs, or cojones. \r\n\r\nBut it needn’t be that way, my friend! Sure, we don’t want to make a living shoveling coal or washing clothes on a rock. But we can recapture the more robust spirit of a time gone by.\r\n\r\nDundee Porter is a throwback to a different era—when times were tough and so were the people. They drank big beers, slapped each other on the back, and toasted the good life—even though they only saw it from a distance. \r\n\r\nWith Dundee Porter, you can get a taste of it.\r\n\r\nBig and malty flavor from aromatic dark-roasted grains balanced by a subtle hint of hops. Deep color and rich caramel flavor."",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+boston_beer_company-samuel_adams_pale_ale,0,0,244368146432,"{""name"":""Samuel Adams Pale Ale"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams® Pale Ale is a delicious, lighter bodied beer with a delightfully fresh taste. Its unique blend of two row malts add a rich harmony of sweet flavors that are complimented by the traditional earthy hop character imparted by authentic British hops. The fermentation character of the ale yeast adds a rich bouquet of fruit and ester notes that add another layer of complexity to this popular style"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+courthouse_pub-munich_helles,0,0,244476018691,"{""name"":""Munich Helles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""courthouse_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+flying_bison_brewing-aviator_red,0,0,244607418371,"{""name"":""Aviator Red"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Buffalo’s favorite red ale. Ruby red and malty flavored with a medium body and a spicy hop signature to balance. Available in bottles and on draft"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+brasserie_de_l_abbaye_des_rocs-blonde,0,0,244378238978,"{""name"":""Blonde"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+flagstaff_brewing-blackbird_porter,0,0,244606828545,"{""name"":""Blackbird Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flagstaff_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+alesmith_brewing-grand_cru_2006,0,0,244360871936,"{""name"":""Grand Cru 2006"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+iron_hill_brewery_wilmingon-vienna_red_lager,0,0,244752777216,"{""name"":""Vienna Red Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""This amber Austrian lager has a distinct bready malt aroma and flavor, followed by a crisp, clean finish typical of lager styles. The nose also shows plenty of the spicy hop aroma contributed by the use of Saaz hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+upstream_brewing_old_market-railyard_ale,0,0,245110079490,"{""name"":""Railyard Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,27,1
+golden_pacific_brewing-pale_ale,0,0,244623867905,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+russian_river_brewing-pliny_the_younger,0,0,244989165568,"{""name"":""Pliny the Younger"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pliny the Younger was Pliny the Elder's nephew, in the case of this beer, the \""Younger\"" is a triple IPA. Pliny the Younger is hopped three times more than our standard IPA, and is dry hopped four different times."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,20,1
+brauerei_c_a_veltins_gmbh_co,0,0,244476739584,"{""name"":""Brauerei C. & A. Veltins GmbH & Co."",""city"":""Meschede"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2934-/-959-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""An der Streue""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.3055,""lon"":8.1259}}",1,8,1
+bull_bush_pub_brewery-tower_esb,0,0,244476542976,"{""name"":""Tower ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+america_s_brewing-payton_pilsner,0,0,244362051585,"{""name"":""Payton Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+dick_s_brewing-grand_cru,0,0,244606959617,"{""name"":""Grand Cru"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+flying_dog_brewery-snake_dog_ipa,0,0,244627341313,"{""name"":""Snake Dog IPA"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""More cunning than a snake in the bush... Snake Dog India Pale Ale is a Colorado-style IPA, power hopped with specialty hops from the Pacific Northwest. This is the brewery's hop monster, and the citrus fruit aroma will hypnotize the senses of the most hardcore of craft drinkers."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+egan_brewing-cow_palace_scotch_ale_2001,0,0,244606173184,"{""name"":""Cow Palace Scotch Ale 2001"",""abv"":11.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,0,1
+brasserie_brouwerij_cantillon-iris,0,0,244379484162,"{""name"":""Iris"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,56,1
+bell_s_brewery_inc-porter,0,0,244373192707,"{""name"":""Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter for all occasions. A blend of dark malts give this beer flavors of coffee and chocolate with subtle roasted notes.Gold medal winner in the Brown Porter category Brewers Association World Beer Cup 2008."",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+bulldog_brewing,0,0,244475494402,"{""name"":""Bulldog Brewing"",""city"":""Fresno"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.7477,""lon"":-119.772}}",1,4,1
+pete_s_brewing-wicked_winter_brew,0,0,244989689856,"{""name"":""Wicked Winter Brew"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,22,1
+diamond_knot_brewery_alehouse,0,0,244608729088,"{""name"":""Diamond Knot Brewery & Alehouse"",""city"":""Mukilteo"",""state"":""Washington"",""code"":""98275"",""country"":""United States"",""phone"":""1-425-355-4488"",""website"":""http://www.diamondknot.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""621 Front Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.9485,""lon"":-122.305}}",1,6,1
+harvest_moon_brewery_cafe-british_nut_brown,0,0,244751073281,"{""name"":""British Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvest_moon_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,42,1
+anheuser_busch-pacific_ridge_pale_ale,0,0,244362575874,"{""name"":""Pacific Ridge Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+elysian_brewing_tangletown-ak_47_malt_liquor,0,0,244624130048,"{""name"":""AK-47 Malt Liquor"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewing_tangletown"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+midnight_sun_brewing_co-descent_imperial_abbey_ale,0,0,244875984898,"{""name"":""Descent Imperial Abbey Ale"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Beer Description:\r\nThis deep amber Imperial Abbey Ale melds malt and earth, spice and fruit to create a wonderful vehicle to wind down the day. Belgian yeast contributes flavor notes that accent the raisins and grains of paradise used in the brewing process. With strength and stamina, DESCENT is deliberately impetuous in its mission."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,47,1
+bad_frog_brewery_company-amber_lager,0,0,244372799490,"{""name"":""Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bad_frog_brewery_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+yegua_creek_brewing_dallas-oktoberfest,0,0,245747351552,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,25,1
+pint_s_pub_brewery_and_freehouse,0,0,244989362176,"{""name"":""Pint's Pub Brewery and Freehouse"",""city"":""Denver"",""state"":""Colorado"",""code"":""80204"",""country"":""United States"",""phone"":""1-303-534-7543"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""211 West 13th Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.7369,""lon"":-104.991}}",1,21,1
+pelican_pub_brewery-india_pelican_ale,0,0,244990214144,"{""name"":""India Pelican Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pelican_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+carlsberg_sverige_ab-carnegie_stark_porter,0,0,244477394946,"{""name"":""Carnegie Stark-Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlsberg_sverige_ab"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,9,1
+two_brothers_brewing-prairie_path_golden_ale,0,0,245109686275,"{""name"":""Prairie Path Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+barfer_das_kleine_brauhaus-rotgold_pils,0,0,244370571267,"{""name"":""Rotgold-Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barfer_das_kleine_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+goose_island_beer_company_clybourn-geordie_brown_ale,0,0,244625637376,"{""name"":""Geordie Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+hoffbrau_steaks_brewery_2-scottish_ale,0,0,244751532032,"{""name"":""Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+boston_beer_works,0,0,244368146433,"{""name"":""Boston Beer Works"",""city"":""Boston"",""state"":""Massachusetts"",""code"":""2215"",""country"":""United States"",""phone"":""1-617-536-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""61 Brookline Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.347,""lon"":-71.0989}}",1,28,1
+de_proef_brouwerij-flemish_primitive_wild_ale_pin_head,0,0,244608008192,"{""name"":""Flemish Primitive Wild Ale (Pin Head)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+four_peaks_brewing-blind_date_ale,0,0,244607483904,"{""name"":""Blind Date Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""One of a kind ale. Brewed with 600 pounds of Arizona grown Medjool Dates added to the kettle. 1998 Gold Medal GABF. Alcohol content varies as every brew is slightly different. Usually very strong with sherry or port-like flavors. Brewed quarterly. Alcohol content approximately 7-9% by volume.""}",1,3,1
+brauerei_aying_franz_inselkammer_kg,0,0,244496203776,"{""name"":""Brauerei Aying Franz Inselkammer KG"",""city"":""Aying"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8095-/-9065-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Zornedinger Strae 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.9706,""lon"":11.7808}}",1,52,1
+flat_branch_pub_brewing-blackberry_ale,0,0,244606828546,"{""name"":""Blackberry Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flat_branch_pub_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A great summer fruit beer, with 168 pounds of blackberry puree added to a light ale base. The blackberries add a distinct purple haze, and hopping is light to allow the berries to be the featured flavor. The ABV is 5.2% and hop bitterness is 22 BU's."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+alpirsbacher_klosterbru,0,0,244360937472,"{""name"":""Alpirsbacher Klosterbru"",""city"":""Alpirsbach"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7444-/-67-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Marktplatz 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3457,""lon"":8.4031}}",1,11,1
+isle_of_skye_brewing_company,0,0,244752777217,"{""name"":""Isle of Skye Brewing Company"",""city"":""Isle of Skye"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01470)-542477"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""The Pier""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":56.4907,""lon"":-4.2026}}",1,46,1
+victory_brewing-storm_king_imperial_stout,0,0,245747482624,"{""name"":""Storm King Imperial Stout"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""With a huge, Pacific Northwest hop aroma & character upfront, Storm King subsides into massive, roast malt complexity. More flavor than mere words can adequately describe. Rich and substantial, it will warm your heart."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,27,1
+golden_pacific_brewing,0,0,244623867906,"{""name"":""Golden Pacific Brewing"",""city"":""Berkeley"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.8716,""lon"":-122.273}}",1,40,1
+second_street_brewery,0,0,244989165569,"{""name"":""Second Street Brewery"",""city"":""Santa Fe"",""state"":""New Mexico"",""code"":""87505"",""country"":""United States"",""phone"":""1-505-982-3030"",""website"":""http://www.secondstreetbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1814 Second Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.6631,""lon"":-105.966}}",1,20,1
+brauereigasthof_adler-spezial,0,0,244476739585,"{""name"":""Spezial"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauereigasthof_adler"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+burton_bridge_brewery-burton_porter,0,0,244476542977,"{""name"":""Burton Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burton_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,7,1
+andrew_s_brewing,0,0,244362117120,"{""name"":""Andrew's Brewing"",""city"":""Lincolnville"",""state"":""Maine"",""code"":""4849"",""country"":""United States"",""phone"":""(207) 763-3305"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Andy Hazen is a workhorse of a brewer. From start to finish, he is a one-man operation. The former cabinetmaker is also a self-reliant Mainer through and through. He was originally an all-grain homebrewer who decided to take it to the next level when his friends expressed interest in his beers. He designed the 12-barrel brewing system himself and enlisted a local welder to help put it together. Hazen notes that when you live in Maine, you have to find some service to provide to others in order to survive. For him, brewing is the service he provides to his local community. Located in the rolling hills of Lincolnville, Maine, Andrew's is housed in a renovated farmhouse next to Hazen's home. Finding the brewery is more than half the battle. Have no fear, however, as everyone knows about Andrew's. Also, be aware that due to some thieving souls, the brewery no longer has any signage to announce its existence to the visiting public. The only indication that a brewery exists in the farmhouse are the occasional keg deliveries in Hazen's front yard. And Hazen hasn't been quick to replace the sign either. While he welcomes visitors, you have to remember to clear a path for the busy brewer. Like many other unsung small brewers, running his 5OO-barrel per year brewery is a seven day a week operation for Hazen. Watching Hazen run the brewery is a little like watching Willy Wonka run the Chocolate Factory. When I visit him during a bottling day, Hazen runs between the bottling line and the packaging supplies in a hurried yet methodical manner. He stands up bottles on the line, starts the machine, slides his way across the brewhouse to the packaging materials, and hand assembles the six-packs that will hold the soon-to-be bottled beer. Andrew's beer is straightforward, unassuming and entirely enjoyable. His product line includes the St. Nick Porter, the Northern Brown Ale, the English Pale Ale, and the summer seasonal Ruby's Golden Ale. A celebration of the Amarillo hop, Hazen's English Pale Ale is a delightfully balanced product that neither over or underwhelms the palate.  from beerscribe.com"",""address"":[],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.3516,""lon"":-69.1401}}",1,14,1
+dockside_brewing-cartwright_pale_ale,0,0,244607025152,"{""name"":""Cartwright Pale Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+founders_brewing-founders_red_s_rye,0,0,244627341314,"{""name"":""Founders Red's Rye"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pours a spectacular crimson red with a creamy tan head. Brewed with four varieties of Belgian caramel malts imparting a sweet richness. Red's Rye is impressively balanced with its hop bitterness and huge citrus bouquet achieved from the immense amarillo dry hop. The generous amount of malted rye used accentuates a spicy crisp finish."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,48,1
+el_toro_brewing_company,0,0,244606173185,"{""name"":""El Toro Brewing Company"",""city"":""Morgan Hill"",""state"":""California"",""code"":""95037"",""country"":""United States"",""phone"":""408-782-2739"",""website"":""http://www.eltorobrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Geno and Cindy Acevedo founded El Toro Brewing Company in the summer of 1992. After much planning, research and construction business was begun in March of 1994. The brewery is a small 17-barrel (527 gallon) batch system and operates on the Acevedo's rural residential property.  Within seven months of opening El Toro Brewing Company received its first national recognition at the 1994 Great American Beer Festival (GABF). One of its flagships El Toro Oro Golden Ale won a coveted Gold Medal for English Pale Ale. At the 1996 GABF Poppy Jasper Amber Ale, the brewery's other flagship beer, won a Silver Medal for English Brown Ale. It is a mild yet robust brown ale. The 1997 GABF saw El Toro garner another Gold Medal for the American styled wheat beer named after the brewer's father-in-law, William Jones Wheat Beer.  After 16 years of planning, Geno and Cindy Acevedo of Morgan Hill finally opened a brewpub on November 25 2006. El Toro Brewpub is a two floored building with patio. Inside is the world's only Poppy Jasper Bar. Featuring over 45 feet of gorgeously inlaid and polished Poppy Jasper rock into its surface. To the back of the large mirrored bar you will find over 25 beers and handcrafted sodas on tap. We also have a gleaming copper Pub Brewing system 3 BBL (100 gallon) brewery. Live music and dancing will also be a regular nighttime happening at the brewpub consisting of mostly local bands playing cover type and original Rock, Blues, Jazz and Reggae."",""address"":[""17605 Monterey Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.1553,""lon"":-121.676}}",1,0,1
+brasserie_d_orval-petite_orval,0,0,244379549696,"{""name"":""Petite Orval"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_orval"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,56,1
+bierbrouwerij_de_koningshoeven-tripel,0,0,244373258240,"{""name"":""Tripel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+caldera_brewing-hopportunity_knocks_ale,0,0,244475559936,"{""name"":""Hopportunity Knocks Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""IPA brewed with 100% Centennial hops. Big round mouthfeel, very perfumey. Different from our canned IPA. Gotta love the Pacific NW!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,4,1
+pinehurst_village_brewery-double_eagle_golden_ale,0,0,244989755392,"{""name"":""Double Eagle Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pinehurst_village_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+dick_s_brewing-pale_ale,0,0,244608729089,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+high_falls_brewing-dundee_festive_ale,0,0,244751138816,"{""name"":""Dundee Festive Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""So did you ever ask yourself...what exactly is there to be festive about during the holidays? Your brother in-law snoring on the air mattress? (Boy, let’s hope that’s snoring.) The variety of toys with realistic sound effects? Fruit cake?\r\n\r\nDundee Festive Ale may be one of the few exceptions. One sip of the carefully matched seasonal spices and you realize that the holidays are worth paying...waiting for.\r\n\r\nOh, there may be one other thing to be festive about. There’s a 13 to 1 chance against your brother in-law’s plane leaving on time. But at least there’s a chance.\r\n\r\nFestively hearty and full bodied with a mild nutmeg, allspice, cinnamon, and orange peel spice character and subtle crystal malt flavor."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,42,1
+bandana_brewery-rapidan_brown,0,0,244362575875,"{""name"":""Rapidan Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+f_x_matt_brewing-saranac_caramel_porter,0,0,244624195584,"{""name"":""Saranac Caramel Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Caramel Porter is a Robust, flavorful porter Reminiscent of a by-gone era. True to brewing tradition, we've used dark caramel malt, as well as Fuggles and East Kent Goldings hops for smooth, yet slightly bitter, roasted flavor, look for hints of the real caramel used in brewing this delicious beer!"",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+miller_brewing-milwaukee_s_best_light,0,0,244876050432,"{""name"":""Milwaukee's Best Light"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Milwaukee's Best Light is Miller Brewing Company's lead low-calorie brand in the near-premium segment. Brewed to uncompromising standards using select pale malt, cereal grains and yeast, this is a smooth, highly drinkable beer at an affordable price. Available nationwide, Miller first rolled out Milwaukee's Best Light in 1986 with an ambition to become the beer choice for guys. Our marketing, including sponsorship with the World Series of Poker and award-winning TV spots, takes a humorous approach to reinforce the idea that \""Men should act like men and light beer should taste like beer.\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,47,1
+barley_creek_brewing-angler_black_lager,0,0,244372799491,"{""name"":""Angler Black Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark and delightful, this is an easy-drinking brew. Once a seasonal favorite now we brew it all the time as part of our variety case. Brewed with five different malts and three different hops, then pitched with Bavarian lager yeast."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,38,1
+port_washington_brewing-old_port_porter,0,0,244989362177,"{""name"":""Old Port Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_washington_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+port_brewing_company-high_tide_ipa,0,0,244990214145,"{""name"":""High Tide IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""ach and every fall, we experience a coastal experience in San Diego known as the \""Super High Tide.\"" This happens later in the Fall Season when the tidal swings reach a range of about 8 feet in difference between low and high tides. When this happens, there are days when the tide just gets too high and flattens out the surf. The lineups shut down and surfers are left to wait until the High Tide recedes.\r\n\r\nWhile waiting for the tides to shift in your favor, might we suggest a High Tide IPA? Brewed only once each year to coincide with the Hop Harvest in Yakima Washington, High Tide IPA is made with 180 lbs of Fresh Hops per batch that are plucked from the vines and sent straight to our brewery. We skip the whole drying and processing stage which means the hops are ultra fresh and full of flavors we can't normally get. Like grapes, Hops are only harvested one time each year and as such, we make what we can when we get them."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+charlie_and_jake_s_brewery_and_bbq-anniversary_ale,0,0,244477394947,"{""name"":""Anniversary Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""charlie_and_jake_s_brewery_and_bbq"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+upstream_brewing_old_market-firehouse_esb,0,0,245109751808,"{""name"":""Firehouse ESB"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""A Silver Medal winner at the 2005 Great \r\nAmerican Beer Festival in the Bitter category, our \r\nExtra Special Bitter (ESB) is a medium-bodied ale \r\nhighly hopped and loaded with flavor."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,26,1
+baron_brewing_company-baron_schwarzbier,0,0,244370636800,"{""name"":""Baron Schwarzbier"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""baron_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Baron Schwarzbier is a classic German black lager, deep black with ruby and brown highlights. At first the Schwarzbier starts with a slight roasty nose and taste, followed by a faint chocolate-malty body with a very crisp, clean, lagered finish. Lagered for an average of 10-12 weeks to provide a very smooth, easy drinking Schwarzbier with full flavor provided by the dark malts. \r\n\r\nAll ingredients for the beer are imported from Germany. Brewed in accordance to the German Beer Purity Law (Reinheitsgebot) of 1516."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,33,1
+gordash_brewing_company-holy_mackerel_special_golden_ale,0,0,244625637377,"{""name"":""Holy Mackerel Special Golden Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordash_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,44,1
+illinois_brewing-amber_plus,0,0,244751532033,"{""name"":""Amber Plus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""illinois_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+brasserie_brouwerij_cantillon-rose_de_gambrinus,0,0,244368211968,"{""name"":""Rosé de Gambrinus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,28,1
+de_proef_brouwerij-flemish_primitive_wild_ale_spoon_whacker,0,0,244608073728,"{""name"":""Flemish Primitive Wild Ale (Spoon Whacker)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+four_peaks_brewing-oatmeal_stout,0,0,244607483905,"{""name"":""Oatmeal Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Oatmeal Stout is definitely a local favorite but it gets its origins from one of London's oldest breweries. The Oatmeal Stout differs from the popular Irish stout in its more subtle roastiness and subdued dryness. The addition of flaked oats rounds out these sometimes harsh characteristics producing a velvet smooth ale. This black stout has a flavor profile unique to all of North America. Subtlety is not a strong point as it is a stout after all, rich and eminently drinkable. \r\n\r\nAlcohol content of approximately 5.0% by volume (ALWAYS ON TAP!!)"",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,3,1
+brauerei_c_a_veltins_gmbh_co-pilsner,0,0,244496269312,"{""name"":""Pilsner"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_c_a_veltins_gmbh_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+21st_amendment_brewery_cafe-double_trouble_ipa,0,0,244360413184,"{""name"":""Double Trouble IPA"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep, golden, rich malt flavor huge citrus, fruity grassy, ethanol sweetness aroma with a profound bitterness, yet balanced malt back bone with grapefruit, mellow citric overtones. Dry hopped three times in the fermenter. Brewed with over 65 lbs of hops for 300 gallons of beer. The beer to bring world peace and end the war. Bronze Medal - 2006 Imperial IPA Festival at the Bistro in Hayward, California."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,10,1
+fratellos_restaurant_and_brewery-winnebago_wheat,0,0,244606894080,"{""name"":""Winnebago Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,1,1
+anchor_brewing-old_foghorn_2001,0,0,244360937473,"{""name"":""Old Foghorn 2001"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+jaipur_restaurant_and_brewpub,0,0,244752777218,"{""name"":""Jaipur Restaurant and Brewpub"",""city"":""Omaha"",""state"":""Nebraska"",""code"":""68144"",""country"":""United States"",""phone"":""1-402-392-7331"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10922 Elm Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2328,""lon"":-96.0825}}",1,46,1
+water_street_brewery-bavarian_weiss_beer,0,0,245747482625,"{""name"":""Bavarian Weiss Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,27,1
+goose_island_beer_company_clybourn-maduro,0,0,244623933440,"{""name"":""Maduro"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,40,1
+skagit_river_brewing-skibbereen_stout,0,0,244989231104,"{""name"":""Skibbereen Stout"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+breckenridge_bbq_of_omaha-mountain_wheat,0,0,244476805120,"{""name"":""Mountain Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+burton_bridge_brewery-empire_india_pale_ale,0,0,244476542978,"{""name"":""Empire India Pale Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burton_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,7,1
+ball_und_brauhaus_watzke,0,0,244362117121,"{""name"":""Ball- und Brauhaus Watzke"",""city"":""Dresden"",""state"":""Sachsen"",""code"":""1139"",""country"":""Germany"",""phone"":"""",""website"":""http://www.watzke.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kötzschenbroder Str. 1""]}",1,14,1
+eastern_shore_brewing-ameri_hefe,0,0,244607025153,"{""name"":""Ameri-Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eastern_shore_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+glacial_lakes_brewing-red,0,0,244627406848,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glacial_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+empyrean_brewing_company-collapsar_oatmeal_stout,0,0,244606238720,"{""name"":""Collapsar Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+brasserie_de_l_abbaye_des_rocs-blanche_des_honnelles,0,0,244379549697,"{""name"":""Blanche des Honnelles"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+big_ridge_brewing-light_lager,0,0,244373258241,"{""name"":""Light Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+captain_lawrence_brewing_company-golden_delicious,0,0,244475559937,"{""name"":""Golden Delicious"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""There’s nothing quite likes Mom’s apple pie…But I am willing to bet this beer is pretty darn close.  An American Tripel, dry-hoped with Amarillo hops and aged in Apple Brandy barrels from one of this country’s oldest distilleries.  The tropical aroma of the hops and the delicate apple aroma from the barrels are a perfect match.  Straight from the Captain’s cellar to yours, we hope you enjoy."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,4,1
+pumphouse_brewery_restaurant,0,0,244989820928,"{""name"":""Pumphouse Brewery & Restaurant"",""city"":""Longmont"",""state"":""Colorado"",""code"":""80501"",""country"":""United States"",""phone"":""1-303-702-0881"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""540 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.1688,""lon"":-105.102}}",1,22,1
+dockside_brewing-marina_light_lager,0,0,244608729090,"{""name"":""Marina Light Lager"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+hoppy_brewing_company-stony_face_red_ale,0,0,244751138817,"{""name"":""Stony Face Red Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppy_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoppy’s gift to those who like their beers Malty. Dark Caramel and Chocolate Malts lend their deep crimson silkiness, and judicious additions of Nugget and Cascade hops give just enough bitterness for balance. Ask your server’s favorite beer and it’s probably this one."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,42,1
+barley_brothers_brewery_and_grill-bighorn_ipa,0,0,244362641408,"{""name"":""Bighorn IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_brothers_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+fish_brewing_company_fish_tail_brewpub-organic_india_pale_ale,0,0,244624195585,"{""name"":""Organic India Pale Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""Fish Tale Organic India Pale Ale is a medium-bodied beer with a rich golden color. The organic pale and crystal malts lay down a firm malt body. This provides the backbone for an assertive hop profile featuring organic Pacific Gem. The moment the Mighty Fish Brewers sampled this pungent and resinous New Zealand hop, they knew it would be perfect for their Organic I.P.A. The result: A Cascadian treasure."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,41,1
+milly_s_tavern-weathertop_doppelbock,0,0,244876050433,"{""name"":""Weathertop Doppelbock"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milly_s_tavern"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,47,1
+barley_island_brewing-hazelnut_brown,0,0,244372799492,"{""name"":""Hazelnut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_island_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+portland_brewing,0,0,244989427712,"{""name"":""Portland Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97210"",""country"":""United States"",""phone"":""1-503-226-7623"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2730 NW 31st Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5415,""lon"":-122.713}}",1,21,1
+prairie_rock_brewing_elgin-prairie_light,0,0,244990214146,"{""name"":""Prairie Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+cheshire_cat_brewery,0,0,244477460480,"{""name"":""Cheshire Cat Brewery"",""city"":""Arvada"",""state"":""Colorado"",""code"":""80002"",""country"":""United States"",""phone"":""1-303-431-9000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7803 Ralston Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.8023,""lon"":-105.084}}",1,9,1
+walnut_brewery,0,0,245747351552,"{""name"":""Walnut Brewery"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80302"",""country"":""United States"",""phone"":""(303) 447-1345"",""website"":""http://www.walnutbrewery.com/"",""type"":""brewery"",""updated"":""2011-03-01 13:26:24"",""description"":"""",""address"":[""1123 Walnut Street""]}",1,26,1
+baron_brewing_company,0,0,244370636801,"{""name"":""Baron Brewing Company"",""city"":""Seattle"",""state"":""Washington"",""code"":""98108"",""country"":""United States"",""phone"":""206.764.1213"",""website"":""http://www.baronbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Mike Baker and Jeff Smiley founded Baron Brewing in the beginning of 2003. A brewery has been in the works for sometime. Lots of discussions on what if we had a brewery were had, over lots of good German beer. The opportunity came for us to travel to Germany to really get involved with the German brewing process and ideology - as well as sample the best beer on earth. After that trip, the direction of the brewery was set. German beer had to be re-discovered by the population. After many discussions on opening a brewery and a trip to Germany, the dream became reality. We found an existing brewery to purchase - Lunar Brewing. After purchasing Lunar and getting approved for all the necessary licensing, Baron is ready to go. On June 14th, the world of Seattle will have the chance to finally taste and purchase Baron Beer. The first style of many to be released is our flagship beer - Munich Lager.That is all for the history. We are growing on a daily basis and plan to be around for quite some time."",""address"":[""1605 S 93rd Building E Unit L""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.5203,""lon"":-122.312}}",1,33,1
+granite_city_food_brewery_saint_cloud,0,0,244751663104,"{""name"":""Granite City Food & Brewery - Saint Cloud"",""city"":""Saint Cloud"",""state"":""Minnesota"",""code"":""56301"",""country"":""United States"",""phone"":""1-320-203-9000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3945 Second Street South""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.5498,""lon"":-94.2067}}",1,44,1
+iron_hill_brewery_wilmingon-kryptonite_imperial_ipa,0,0,244751597568,"{""name"":""Kryptonite Imperial IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""American style double IPA, full bodied malt flavor supports a ridiculous amount of hops, giving it pronounced bitterness and overwhelming hop flavor and aroma. Made with 5 pounds of hops per barrel."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,43,1
+brasserie_dupont-biere_de_miel,0,0,244368211969,"{""name"":""Bière de Miel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+delafield_brewhaus,0,0,244608139264,"{""name"":""Delafield Brewhaus"",""city"":""Delafield"",""state"":""Wisconsin"",""code"":""53018"",""country"":""United States"",""phone"":""1-262-646-7821"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3832 Hillside Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0481,""lon"":-88.3553}}",1,5,1
+golden_valley_brewery_and_pub-chehalem_mountain_ipa,0,0,244607483906,"{""name"":""Chehalem Mountain IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_valley_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+brauerei_im_fchschen-alt,0,0,244496334848,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_im_fchschen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,52,1
+512_brewing_company-one,0,0,244360413185,"{""name"":""One"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""512_brewing_company"",""updated"":""2010-07-29 14:11:16"",""description"":""Our first anniversary release is a Belgian-style strong ale that is amber in color, with a light to medium body. Subtle malt sweetness is balanced with noticeable hop flavor, light raisin and mildly spicy, cake-like flavors, and is finished with local wildflower honey aromas. Made with 80% Organic Malted Barley, Belgian Specialty grains, Forbidden Fruit yeast, domestic hops and Round Rock local wildflower honey, this beer is deceptively high in alcohol. "",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,10,1
+full_sail_brewing_1-old_boardhead_1999,0,0,244606894081,"{""name"":""Old Boardhead 1999"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+asheville_pizza_and_brewing_co-roland_s_esb,0,0,244361003008,"{""name"":""Roland's ESB"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""asheville_pizza_and_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Cascade hops lend this ale a lively and spirited edge that perfectly complements its effervescent amber maltiness."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,11,1
+keesmann_bru-weissbier,0,0,244752842752,"{""name"":""Weissbier"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keesmann_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+william_kuether_brewing,0,0,245747482626,"{""name"":""William Kuether Brewing"",""city"":""Clear Lake"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.2519,""lon"":-92.2713}}",1,27,1
+granville_island_brewing,0,0,244750352384,"{""name"":""Granville Island Brewing"",""city"":""Kelowna"",""state"":""British Columbia"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1125 Richter Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.8945,""lon"":-119.488}}",1,40,1
+slab_city_brewing-shawano_gold,0,0,244989231105,"{""name"":""Shawano Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+breckenridge_brewery-remarkable_vanilla_porter,0,0,244476805121,"{""name"":""Remarkable Vanilla Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Awesome Porter! Smooth, the vanilla makes this beer very drinkable.  Enjoy!!"",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+cambridge_brewing-regatta_golden,0,0,244476608512,"{""name"":""Regatta Golden"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cambridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the tradition of the fresh, blond ales of Cologne, Germany, our Golden ale is light in body, crisp and very refreshing. Its soft malt flavor is balanced by delicate, spicy hop flavors and finishes.""}",1,7,1
+baltimore_washington_beer_works,0,0,244362182656,"{""name"":""Baltimore-Washington Beer Works"",""city"":""Baltimore"",""state"":""Maryland"",""code"":""21284"",""country"":""United States"",""phone"":""410.321.1892"",""website"":""http://www.ravenbeer.com/home.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Baltimore-Washington Beer Works, of Baltimore, Maryland is the first to have launched a beer in another country before ever being produced at home. Production first occurred in Germany prior to any in America.  The Raven was originally produced in the Black Forest and still is produced in the Black Forest region of Baden-Württemberg. The small town of Nagold, south of Stuttgart and west of the university town of Tübingen, is where the Anker Brewery can be found.   BWBW was founded by Stephen Demczuk of Baltimore, who was partner in Europe's first beer-of-the-month club, Beer Around the World. He, along with Baltimorean, Jim Seay and German beer importer Mr. Wolfgang Stark, styled a beer that would be appealing to the masses, drinkable and enjoyed by both the lager and ale drinker. From the assistance of master brewer Mr. Hans-Martin Walz of Anker Brewery, came The Raven, a beer brewed in honor of Baltimore's literary genius, Edgar Allan Poe. After more than a year operating in Europe, the world's most competitive beer market, production of The Raven began in Baltimore in June of 1998."",""address"":[""P.O. Box 9829""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.42,""lon"":-76.54}}",1,14,1
+egan_brewing-moll_dubh_irish_ale,0,0,244607025154,"{""name"":""Moll Dubh Irish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,2,1
+gottberg_brew_pub-all_american_lager_discontinued,0,0,244627406849,"{""name"":""All-American Lager (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+engine_house_9-irish_stout,0,0,244606238721,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+brasserie_dubuisson,0,0,244379549698,"{""name"":""Brasserie Dubuisson"",""city"":""Pipaix"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-069-67-22-21"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chause de Mons 28""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.5779,""lon"":3.5554}}",1,56,1
+big_river_brewing-nut_brown_ale,0,0,244373258242,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+catawba_valley_brewing_company-firewater_indian_pale_ale,0,0,244475559938,"{""name"":""Firewater Indian Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""catawba_valley_brewing_company"",""updated"":""2011-02-16 12:38:43"",""description"":""This golden straw colored IPA is made with 5 varieties of malts and 6 massive hop additions.  It is outstanding in flavor and aromatics."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,4,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-amber_lager,0,0,244989886464,"{""name"":""Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,22,1
+dragonmead_microbrewery-breath_of_the_dragon_english_bitter,0,0,244608794624,"{""name"":""Breath of the Dragon English Bitter"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This fine English style Best Bitter is made with Imported English Pale Ale, Aromatic and Caramel malts. Galena and Willamette Hops add a moderate bittering level to make this a refreshing example of an English Bitter."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,6,1
+hopworks_urban_brewery-secession_black_india_pale_ale_cda,0,0,244751138818,"{""name"":""Secession Black India Pale Ale (CDA)"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Secession is a Black IPA, or Cacadian Dark Ale.  This emerging beer style is characterized by an alliance of North-west hop flavors as formidable as the Cascade Mountain Range and roasted malts as dark as a moonless night.  Join the party and uncap a revolution!""}",1,42,1
+big_time_brewing-snow_melt_nitrogen_pale,0,0,244362641409,"{""name"":""Snow Melt Nitrogen Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+aldaris-porteris,0,0,244361592832,"{""name"":""Porteris"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aldaris"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,13,1
+flat_branch_pub_brewing,0,0,244624195586,"{""name"":""Flat Branch Pub & Brewing"",""city"":""Columbia"",""state"":""Missouri"",""code"":""65201"",""country"":""United States"",""phone"":""(573) 499-0400"",""website"":""http://www.flatbranch.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""From great seasonal beers like an imperial stout, pumkin ale, or maibock to all-year ales, lagers, and stouts, this micro-brewery has it all!"",""address"":[""115 S. Fifth St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.95,""lon"":-92.3323}}",1,41,1
+mohrenbrauerei_august_huber,0,0,244876115968,"{""name"":""Mohrenbrauerei August Huber"",""city"":""Dornbirn"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-55-72-/-37-77-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Doktor-Waibel-Strae 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.4123,""lon"":9.7443}}",1,47,1
+bayerische_staatsbrauerei_weihenstephan-kristall_weissbier,0,0,244372865024,"{""name"":""Kristall Weissbier"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bayerische_staatsbrauerei_weihenstephan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+privatbrauerei_erdinger_weissbru,0,0,244989493248,"{""name"":""Privatbrauerei Erdinger Weissbru"",""city"":""Erding"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8122-/-4090"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Franz-Brombach-Strae 1-20""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3153,""lon"":11.8911}}",1,21,1
+river_west_brewing-bullfrog_bitter_esb,0,0,244990279680,"{""name"":""Bullfrog Bitter ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+clipper_city_brewing_co-heavy_seas_big_dipa,0,0,244477460481,"{""name"":""Heavy Seas Big DIPA"",""abv"":10.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Big DIPA – Double IPA,  is the first in the Heavy Seas Special Edition Series due to be released in mid June.  Hopped 3 times in the brewing process, Big DIPA has an earthy hop aroma.  In keeping with the Heavy Seas philosophy we've made a big beer with a surprising balance. The best part is that you’ll hardly notice it’s 10.6% ABV (est). The label artwork was created by Kurt Krol, one of our brewers who also helped to develop the recipe."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,9,1
+wisconsin_brewing-rainbow_red_ale,0,0,245747351553,"{""name"":""Rainbow Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wisconsin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,26,1
+bell_s_brewery_inc-third_coast_beer,0,0,244370702336,"{""name"":""Third Coast Beer"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A golden beer brewed with pale malts. Large American hop additions contribute a crisp refreshing bitterness. A tribute to the Great Lakes, T.C.B. is a truly quaffable beer."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,33,1
+hair_of_the_dog_brewing-fred,0,0,244751728640,"{""name"":""Fred"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2002,0,0,244751597569,"{""name"":""Harvest Ale 2002"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,43,1
+brauerei_gasthof_zur_krone-coronator_helle_doppelbock,0,0,244485455872,"{""name"":""Coronator Helle Doppelbock"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gasthof_zur_krone"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,28,1
+desnoes_geddes_ltd-guinness_foreign_extra,0,0,244608139265,"{""name"":""Guinness Foreign Extra"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""desnoes_geddes_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,5,1
+goose_island_beer_company_clybourn-bourbon_county_stout,0,0,244607549440,"{""name"":""Bourbon County Stout"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in honor of the 1000th batch at our original Clybourn brewpub. A liquid as dark and dense as a black hole with thick foam the color of a bourbon barrel. The nose is an intense mix of charred oak, chocolate, vanilla, caramel and smoke. One sip has more flavor than your average case of beer. A great cigar beer."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,3,1
+brauhaus_faust-krausen_naturtrub,0,0,244496334849,"{""name"":""Kräusen Naturtrüb"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_faust"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+aass_brewery-classic_special_brew,0,0,244360478720,"{""name"":""Classic Special Brew"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aass_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+goose_island_beer_company_clybourn-kilgubbin_irish_ale,0,0,244606894082,"{""name"":""Kilgubbin Irish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,1,1
+bbc_brewing_co_llc-cask_hefe,0,0,244361003009,"{""name"":""Cask Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""It is a good clean hefe."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,11,1
+knig_brauerei,0,0,244752842753,"{""name"":""Knig Brauerei"",""city"":""Duisburg"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)203-/-455-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Friedrich-Ebert-Strae 255-263""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.5314,""lon"":6.7418}}",1,46,1
+wolf_pack_brewing-lone_mountain_altbier,0,0,245747613696,"{""name"":""Lone Mountain Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wolf_pack_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,27,1
+great_dane_pub_and_brewing_2-sugar_river_esb,0,0,244750417920,"{""name"":""Sugar River ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+spring_house_brewing_company-seven_gates_pale_ale,0,0,245106868224,"{""name"":""Seven Gates Pale Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The story of the Seven Gates comes from rural Pennsylvania, not far from the Spring House Brewery. According to the legend, a mental asylum for the criminally insane stood in the middle of a dense forest. Surrounding the asylum were seven concentric gates, preventing would-be escapees. One terrifying night, the asylum caught fire, test link causing the inmates to flee into the menacing forest. As the tale goes, the former asylum residents were trapped by the seven gates, and eventually succumbed to the perils of the forest. The locals swear that the tormented souls of the inmates will torture anyone brave enough to attempt passage through the Seven Gates of the forest.\r\n\r\nSpring House Brewing Co. honors the local legend by producing a terrifyingly delicious brew that is as familiar as a friendly forest, yet possesses a mysterious quality that will haunt you from the first taste. The enormous, hopped flavor and the meticulous craftsmanship that goes into each bottle will have you believing that the master brewer must be a direct descendent of the former asylum residents."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,20,1
+brooklyn_brewery-brown_ale,0,0,244476805122,"{""name"":""Brown Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A mix of Northern and Southern English Brown Ales, blending 6 malts into an All-American beer."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,8,1
+castle_springs_brewery-lucknow_india_pale_ale,0,0,244476608513,"{""name"":""Lucknow India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""castle_springs_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+bar_harbor_brewing_company,0,0,244362182657,"{""name"":""Bar Harbor Brewing Company"",""city"":""Bar Harbor"",""state"":""Maine"",""code"":""4609"",""country"":""United States"",""phone"":""(207) 288-4592"",""website"":""http://www.barharborbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""8 Mt. Desert Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.3875,""lon"":-68.2046}}",1,14,1
+elm_city_brewing_co,0,0,244607090688,"{""name"":""Elm City Brewing Co"",""city"":""Keene"",""state"":""New Hampshire"",""code"":""3431"",""country"":""United States"",""phone"":""(603) 355-3335"",""website"":""http://www.elmcitybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""222 West St # 46""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.9324,""lon"":-72.2867}}",1,2,1
+granville_island_brewing_company-island_lager,0,0,244753367040,"{""name"":""Island Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+f_x_matt_brewing-saranac_black_forest,0,0,244606238722,"{""name"":""Saranac Black Forest"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Bavarian black beer with distinctive carmel malt sweetness and rich creamy trademark head. Flavorful, yet smooth; it is very drinkable!"",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,0,1
+brauerei_aying_franz_inselkammer_kg-celebrator,0,0,244497776640,"{""name"":""Celebrator"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":""Profoundly dark, rich elixir with a complex fruitiness of roasted malt and whole hop flowers. Semi-dry finish."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,56,1
+bj_s_restaurant_and_brewery-brewhouse_blonde,0,0,244373323776,"{""name"":""Brewhouse Blonde"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+cedar_brewing-golden_hawk_wheat_beer,0,0,244475625472,"{""name"":""Golden Hawk Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+redhook_ale_brewery-winterhook_robust_winter_ale_1993,0,0,244989886465,"{""name"":""Winterhook Robust Winter Ale 1993"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+egan_brewing-best_bull,0,0,244608794625,"{""name"":""Best Bull"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+jolly_pumpkin_artisan_ales-biere_de_mars,0,0,244751204352,"{""name"":""Biere de Mars"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A sustaining beer that is brewed to comfort in the gusty ides of March and welcome in a wealth of warmer weather."",""style"":""Old Ale"",""category"":""British Ale""}",1,42,1
+bloomington_brewing_company,0,0,244362641410,"{""name"":""Bloomington Brewing Company"",""city"":""Bloomington"",""state"":""Indiana"",""code"":""47402"",""country"":""United States"",""phone"":""812.323-2112"",""website"":""http://bbc.bloomington.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established by One World Enterprises in 1989, Lennie's introduced gourmet pizza to Bloomington, and has since become one of the town's most popular and eclectic eateries. Lennie's set another local landmark in 1994, with the addition of the first commercial brewery in Monroe county and the first brewpub in Southern Indiana. Open until Midnight Sunday through Thursday and until 1 a.m. on Friday and Saturday, Lennie's menu topped by award-winning beer from the BBC and an extensive wine offering appeals to those looking for a quick lunch, a relaxing dinner, an enjoyable happy hour, or a few late-night ales."",""address"":[""1795 E 10th St,""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.1716,""lon"":-86.5104}}",1,15,1
+alesmith_brewing-anvil_ale,0,0,244361658368,"{""name"":""Anvil Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+flossmoor_station_brewery-old_420_wheat_wine,0,0,244624261120,"{""name"":""Old 420 Wheat Wine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+moylan_s_brewery_restaurant-moylans_hopsickle_imperial_ale,0,0,244876115969,"{""name"":""Moylans Hopsickle Imperial Ale"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""In celebration of the hop,,,,, This is a \""Hop\"" tribute, worthy of a Kings Imperial Court! Enjoy the blast of fresh Tomahawk, Chinook and Anthanum Hops as they stimulate the taste buds in a truly Imperial Fashion. Pucker up!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,47,1
+bbc_brewing_co_llc-bourbon_barrel_smoked_porter,0,0,244372865025,"{""name"":""Bourbon Barrel Smoked Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Think of Guinness but with a \""smooth bite\"" to it. This is a wonder beer for those of us who enjoy a porter."",""style"":""Porter"",""category"":""Irish Ale""}",1,38,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-esb,0,0,244989493249,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+rothaus_brauerei-pilsner,0,0,244990279681,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+cooper_s_cave_ale_company-cooper_s_cave_tavern_ale,0,0,244477526016,"{""name"":""Cooper's Cave Tavern Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Tavern Ale is a traditional English Bitter, dry bodied and light in color. This sessions ale utilizes Northdown and Kent Golding Hops. Tavern Ale is the creation of Assistant Brewer Adrian Bethel."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,9,1
+wychwood_brewery-scarecrow_ale,0,0,245747417088,"{""name"":""Scarecrow Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,26,1
+bellows_brew_crew-dunkle,0,0,244370702337,"{""name"":""Dunkle"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+hereford_hops_restaurant_and_brewpub_1-peninsula_porter,0,0,244751794176,"{""name"":""Peninsula Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+kalamazoo_brewing-great_lakes_amber_ale,0,0,244751597570,"{""name"":""Great Lakes Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kalamazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+brewery_de_troch-chapeau_mirabelle_lambic,0,0,244485521408,"{""name"":""Chapeau Mirabelle Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,28,1
+diamondback_brewery-framboise,0,0,244608204800,"{""name"":""Framboise"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamondback_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,5,1
+goose_island_beer_company_fulton_street-bourbon_county_stout_2007,0,0,244607549441,"{""name"":""Bourbon County Stout 2007"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+brewdog_ltd-hop_rocker,0,0,244496334850,"{""name"":""Hop Rocker"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,52,1
+abita_brewing_company-satsuma_wit,0,0,244360478721,"{""name"":""Satsuma Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:56:18"",""description"":""This Wit beer has a sweet and subtle citrus flavor with a touch of spice that is cool and refreshing."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,10,1
+abbaye_de_leffe-leffe_blonde,0,0,244361134080,"{""name"":""Leffe Blonde"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_de_leffe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,12,1
+granite_city_food_brewery_omaha-northern_light_lager,0,0,244734361600,"{""name"":""Northern Light Lager"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,1,1
+beach_brewing-hornet_tail_ipa,0,0,244361068544,"{""name"":""Hornet Tail IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,11,1
+labatt_ontario_breweries-labatt_bleue_dry,0,0,244752842754,"{""name"":""Labatt Bleue Dry"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Bleue Dry, the second addition to the Bleue family, is brewed with the same care and attention to detail as Labatt Bleue. Labatt Bleue Dry is mashed longer than regular beers to leave less carbohydrate (sugar) in the finished beer, giving a clean, crisp finish. Using select aromatic hops and a blend of the finest quality North American barley malts, this lager is clean-flavoured with no aftertaste."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,46,1
+wolf_tongue_brewery,0,0,245747613697,"{""name"":""Wolf Tongue Brewery"",""city"":""Nederland"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Closed."",""address"":[""35 E. First St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.9619,""lon"":-105.51}}",1,27,1
+great_divide_brewing-st_bridget_s_porter,0,0,244750417921,"{""name"":""St. Bridget's Porter"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""St. Bridget, a legendary Irish saint, created a sensation by turning her bathwater into beer. What better way to celebrate her worthy miracle than with our zymurgistic tribute to her feat: St. Bridget’s Porter. St. Bridget’s is a smooth and elegant brown porter. Brimming with coffee and chocolate characteristics from dark barley malts, St. Bridget’s is carefully hopped to provide the perfect complement to its malty robustness. This beer is a “must have” beer for all porter lovers.\r\n\r\nPrepare yourself for a religious experience"",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+staatliches_hofbrauhaus_in_munchen-maibock,0,0,245106933760,"{""name"":""Maibock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""staatliches_hofbrauhaus_in_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,20,1
+brooklyn_brewery-oktoberfest,0,0,244476805123,"{""name"":""Oktoberfest"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Please enjoy Brooklyn Oktoberfest, a rich, malty version of the beer brewed for the fall festival which originated in Germany with the betrothal of the Crown Prince of Bavaria in 1810. Brooklyn Oktoberfest is in the marzen style, an amber lager beer brewed in March and stored cold through the summer for sale in autumn."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+cervecera_nacional,0,0,244476608514,"{""name"":""Cervecera Nacional"",""city"":""El Dorado"",""state"":"""",""code"":"""",""country"":""Panama"",""phone"":""507-236-1400"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Va Ricardo J. Alfaro y Transistmica""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.4316,""lon"":-78.6569}}",1,7,1
+bayerische_staatsbrauerei_weihenstephan,0,0,244362248192,"{""name"":""Bayerische Staatsbrauerei Weihenstephan"",""city"":""Freising"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8161-/-536-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Alte Akademie 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3952,""lon"":11.7288}}",1,14,1
+elysian_brewing_tangletown,0,0,244607090689,"{""name"":""Elysian Brewing - TangleTown"",""city"":""Seattle"",""state"":""Washington"",""code"":""98103"",""country"":""United States"",""phone"":""1-206-547-5929"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2106 North 55th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6688,""lon"":-122.334}}",1,2,1
+great_dane_pub_and_brewing_1-old_kentucky_stout,0,0,244753432576,"{""name"":""Old Kentucky Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+f_x_matt_brewing-saranac_black_tan,0,0,244606304256,"{""name"":""Saranac Black & Tan"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A beer lover's dream! This classic irish stout and amber lager blend is malty, yet pleasantly bitter with many complex flavor notes. Look for a deep brown-black color and full-body.""}",1,0,1
+brauerei_fssla-zwergla,0,0,244497842176,"{""name"":""Zwergla"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_fssla"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+bluegrass_brewing_company_inc-altbier,0,0,244373323777,"{""name"":""Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bluegrass_brewing_company_inc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+central_city_brewing_company-iceberg_copper_bock,0,0,244475625473,"{""name"":""Iceberg Copper Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,4,1
+rock_bottom_restaurant_brewery_milwaukee-belgian_trippel,0,0,244989886466,"{""name"":""Belgian Trippel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+eldridge_pope_and_co,0,0,244608794626,"{""name"":""Eldridge, Pope and Co."",""city"":""Dorchester"",""state"":""Dorset"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,6,1
+karlovacka_pivovara-crno_pivo,0,0,244751204353,"{""name"":""Crno Pivo"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karlovacka_pivovara"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+boulder_beer_company-mojo_india_pale_ale,0,0,244362641411,"{""name"":""MoJo India Pale Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+anchor_brewing-our_special_ale_1997,0,0,244361723904,"{""name"":""Our Special Ale 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+flying_dog_brewery-dogtoberfest_octoberfest,0,0,244624261121,"{""name"":""Dogtoberfest Octoberfest"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dogtoberfest are shrouded in mystery, but scholars think it has everything to do with an insane German king and a crazed Oompah band. You can read the full historical record of Dogtoberfest at FlyingDogAles.com. Dogtoberfest is deep mahogany in color with an intriguing caramel finish and brewed with 100% imported German ingredients for a true German flavor."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,41,1
+mudshark_brewing-dry_heat_hefeweizen,0,0,244876181504,"{""name"":""Dry Heat Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mudshark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""70% Wheat Malt Makes This A Light & Refreshing Ale For A Hot Day!"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,47,1
+beermann_s_beerwerks_brewpub-lincolnshire_mild,0,0,244372865026,"{""name"":""Lincolnshire Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beermann_s_beerwerks_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,38,1
+rahr_sons_brewing_company-rahr_s_red,0,0,244989493250,"{""name"":""Rahr's Red"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Rahr's Red is a delicious, medium-bodied red lager. Notes of caramel with a sound malt character. Not too hoppy, very smooth."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,21,1
+roy_pitz_brewing_company-ludwig_s_revenge,0,0,244990279682,"{""name"":""Ludwig's Revenge"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This brew was inspired by the historical burning of our hometown of Chambersburg, PA in July 1864. During the burning, the brewery in town, \""Ludwigs Brewery\"" operated by George Ludwig was burned to the ground by Confederate soldiers under Gen. McCausland. In remembrance of this event we created a German style rauchbier, or dark smoked lager. This beer uses all its ingredients from Bamberg, Germany, which is where the style was born and in by coincidence, the same area where Ludwig himself was born and taught to brew. It is made with a special birch wood smoked malt that imparts a light smoky aroma, taste, and dryness to the palate. The pilsner malt and noble German hops are used to balance this dryness making it very enjoyable as well as different. We believe this beer resembles how Ludwig himself might have brewed it over 100 years ago.""}",1,23,1
+crescent_city_brewhouse,0,0,244477526017,"{""name"":""Crescent City Brewhouse"",""city"":""New Orleans"",""state"":""Louisiana"",""code"":""70130"",""country"":""United States"",""phone"":""1-888-819-9330"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""527 Decatur Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":29.9558,""lon"":-90.0641}}",1,9,1
+yuengling_son_brewing-yuengling_black_and_tan,0,0,245747417089,"{""name"":""Yuengling Black and Tan"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Yuengling Original Black & Tan is a pioneer brand that models a traditional English Half & Half. Introduced in 1986, Yuengling produced one of the first hand-crafted draft blends to lead this style of American brewing. Black & Tan combines our popular Dark Brewed Porter and Premium Beer to create a brew that is rich and dark in color, with a well balanced flavor that finishes smooth and satisfying. It has a faint sweetness with hints of caramel and coffee from the dark roasted malts. One sip and you'll appreciate how Yuengling raised the bar with our Original Black & Tan.""}",1,26,1
+birra_forst-sixtus,0,0,244370702338,"{""name"":""Sixtus"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birra_forst"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,33,1
+hoffbrau_steaks_brewery_2-rodeo_red,0,0,244751794177,"{""name"":""Rodeo Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+knigsegger_walderbru,0,0,244751597571,"{""name"":""Knigsegger WalderBru"",""city"":""Knigseggwald"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7587-/-9504-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hauptstrae 6""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.9262,""lon"":9.4204}}",1,43,1
+brewery_ommegang-abbey_dubbel,0,0,244485521409,"{""name"":""Abbey Dubbel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_ommegang"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,28,1
+dinkelacker_schwaben_bru-cd_pils,0,0,244608204801,"{""name"":""CD-Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dinkelacker_schwaben_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,5,1
+gordon_biersch_brewing-gordon_biersch_hefeweizen,0,0,244607549442,"{""name"":""Gordon Biersch Hefeweizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,3,1
+brewdog_ltd-tactical_nuclear_penguin,0,0,244496400384,"{""name"":""Tactical Nuclear Penguin"",""abv"":32.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""This is the worlds strongest ever beer, ever (yes ever).\r\n\r\nNo Penguins  were harmed in the making of this beer; some humans did get very, very cold though. It was worth it.\r\n\r\nThe Antarctic name, inducing schizophrenia, of this Ÿber-imperial stout originates from the amount of time it spent exposed to extreme cold. This beer was initially double barrel aged for 14 months; maturing in the deep, rich oak of Scottish whisky casks. After this epic maturation the beer was then frozen, then frozen again, then frozen again.\r\n\r\nThis is an extremely strong beer, it should be enjoyed in small servings and with an air of aristocratic nonchalance. In exactly the same manner that you would enjoy a fine whisky, a Frank Zappa album or a visit from a friendly yet anxious ghost."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,52,1
+agassiz_brewing-catfish_cream_ale,0,0,244360478722,"{""name"":""Catfish Cream Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""agassiz_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+abita_brewing_company-wheat,0,0,244361199616,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:52:34"",""description"":""Abita Wheat is a lager, not ale, and contains a generous amount of wheat which produces a clean, simple flavor."",""style"":""Vienna-Style Lager"",""category"":""German Lager""}",1,12,1
+green_mountain_beverage,0,0,244734361601,"{""name"":""Green Mountain Beverage"",""city"":""Middlebury"",""state"":""Vermont"",""code"":""5753"",""country"":""United States"",""phone"":""1-802-873-9045"",""website"":""http://www.gmbeverage.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Green Mountain Beverage is nestled in a valley near the historic Green Mountains in Middlebury, Vermont. This is where we operate our Green Mountain Cidery (our own word we created from a derivative of brewery) and we have become the number one producer of premium alcoholic draft ciders in the U.S. Throughout these pristine areas of the Green Mountains, people are committed to preserving nature's beauty and still today carry on the long standing tradition of taking pride in their work and the products they create which are truly special. Here at Green Mountain Beverage, we also carry on these traditions. Our ciders are a unique combination of nature's best ingredients, our skills, commitment and pride in our work."",""address"":[""153 Pond Lane""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.0344,""lon"":-73.1735}}",1,1,1
+blue_corn_caf_and_brewery_albuquerque,0,0,244361068545,"{""name"":""Blue Corn Caf and Brewery - Albuquerque"",""city"":""Albuquerque"",""state"":""New Mexico"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.0845,""lon"":-106.651}}",1,11,1
+labatt_ontario_breweries-labatt_blue,0,0,244752908288,"{""name"":""Labatt Blue"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Blue is the best-selling Canadian beer in the world. Introduced in 1951 as Labatt Pilsener, it was named for the colour of its label by fans of the Winnipeg Blue Bombers football team. Blue was the first brand in Canada with a twist-off cap and won the silver medal in the International Lager category at the 1998 Brewing Industry International Awards. Labatt Blue, brewed using specially selected aromatic hops, is a well-balanced, fully matured, full-flavoured beer with a fruity character and a slightly sweet aftertaste."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+great_divide_brewing-wild_raspberry_ale,0,0,244750483456,"{""name"":""Wild Raspberry Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""What better way to surprise a beer lover than with a fruit beer that tastes like beer? Nine years ago, we began our quest to provide beer lovers with a worthy fruit beer, by rolling out Wild Raspberry Ale. Our mantra is that real fruit makes real beer, so we ferment Wild Raspberry Ale with hundreds of pounds of real red and black raspberries. We steadfastly refuse to fall prey to extracts and cheap syrups. Sure, squirting syrup into a keg of beer and rolling it around on the floor is easy, but the taste is...  fake! Over the past nine years, we have stayed true to our commitment to real fruit, no matter what the time, expense, or late season frosts have thrown our way. One year, Mother Nature delivered a late cold snap that was so severe, we had to pre-order 85% of the harvestable U.S. black raspberry crop, just to meet the demand for Wild Raspberry Ale.\r\n\r\nOur efforts do not go unrewarded – Wild Raspberry Ale is a truly effervescent, ruby red ale that achieves the almost impossible balance between malted barley and tart raspberry fruitiness. Its naturally tart character makes Wild Raspberry the ultimate accompaniment to spicy Mexican food or on its own as a stand-alone session beer."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,40,1
+taylor_brewing-weisen,0,0,245106999296,"{""name"":""Weisen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,20,1
+brooklyn_brewery-winter_ale,0,0,244476870656,"{""name"":""Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A seasonal winter beer from Brooklyn"",""style"":""Winter Warmer"",""category"":""Other Style""}",1,8,1
+cervejaria_sudbrack,0,0,244476674048,"{""name"":""Cervejaria Sudbrack"",""city"":""Blumenau"",""state"":""Santa Catarina"",""code"":"""",""country"":""Brazil"",""phone"":""55-(47)-3488-7371"",""website"":""http://www.eisenbahn.com.br/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rua Bahia, 5181""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-26.8914,""lon"":-49.1223}}",1,7,1
+bell_s_brewery_inc-batch_7000,0,0,244362248193,"{""name"":""Batch 7000"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""Batch 7000 is part of our commemorative series celebrating our progress with special brews. Our 7,000th batch is a special recipe to be brewed only once."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,14,1
+empyrean_brewing_company-festive_ale_2006,0,0,244607090690,"{""name"":""Festive Ale 2006"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+great_dane_pub_and_brewing_1-uber_apa,0,0,244753432577,"{""name"":""Uber APA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+faultline_brewing_1-hefe_weizen,0,0,244606304257,"{""name"":""Hefe Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,0,1
+breckenridge_bbq_of_omaha-strong_scotch_ale,0,0,244497842177,"{""name"":""Strong Scotch Ale"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,56,1
+boston_beer_company-samuel_adams_boston_lager,0,0,244373389312,"{""name"":""Samuel Adams Boston Lager"",""abv"":4.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams Boston Lager® is the best example of the fundamental characteristics of a great beer, offering a full, rich flavor that is both balanced and complex. It is brewed using a decoction mash, a time consuming, traditional four vessel brewing process discarded by many contemporary brewers. This process brings forth a rich sweetness from the malt that makes it well worth the effort. Samuel Adams Boston Lager® also uses only the finest of ingredients including two row barley, as well as German Noble aroma hops. The exclusive use of two row barley not only imparts a full, smooth body but also gives the beer a wide spectrum of malt flavor ranging from slightly sweet to caramel to slightly roasted. The Noble hops varieties, Hallertau Mittelfruh and Tettnang Tettnanger, add a wide range of floral, piney and citrus notes, which are present from the aroma, through the flavor, to the lingering smooth finish. We take great pride in the Noble hops used in our beers. They are hand selected by Jim Koch and our other brewers from the world's oldest hops growing area. Among the world's most expensive, they cost twenty times as much as other hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+city_brewing_company_llc-amber_ale,0,0,244475625474,"{""name"":""Amber Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""city_brewing_company_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,4,1
+rockyard_brewing,0,0,244989952000,"{""name"":""Rockyard Brewing"",""city"":""Castle Rock"",""state"":""Colorado"",""code"":""80109"",""country"":""United States"",""phone"":""1-303-814-9273"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""880 West Castleton Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.4091,""lon"":-104.87}}",1,22,1
+elysian_brewery_public_house-elysian_fields_pale_ale,0,0,244608860160,"{""name"":""Elysian Fields Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+klosterbru_bamberg-bamberger_schwarzla,0,0,244751204354,"{""name"":""Bamberger Schwärzla"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbru_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,42,1
+brasserie_de_l_abbaye_de_scourmont_trappistes-cinq_cents_white,0,0,244362641412,"{""name"":""Cinq Cents (White)"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_de_scourmont_trappistes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+andechser_klosterbrauerei-hell,0,0,244361723905,"{""name"":""Hell"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""andechser_klosterbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+founder_s_restaurant_brewing,0,0,244624261122,"{""name"":""Founder's Restaurant & Brewing"",""city"":""Alexandria"",""state"":""Virginia"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.8048,""lon"":-77.0469}}",1,41,1
+new_belgium_brewing-ranger_india_pale_ale,0,0,244876181505,"{""name"":""Ranger India Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ever met a New Belgium Beer Ranger? They are our beloved folks out in the field. Spanning all 26 of our states from the Pacific to the Atlantic, our Beer Rangers do their best to protect, to pour and to partake. And explore many a beer from many a brewery, they do. The fellows up in the Northwest kept calling for “more hops!” Soon it became a common theme across the land. Rangers, fans and craft lovers everywhere were searching for hoppier beers. \r\n\r\nSo, here it finally is – New Belgium’s foray into the true American India Pale Ales. Bring out the hops! This clear amber beauty bursts at the starting gate with an abundance of hops: Cascade (citrus), Chinook (floral/citrus), and Simcoe (fruity) lead off the beer, with Cascade added again for an intense dry hop flavor. Brewed with pale and dark caramel malts that harmonize the hop flavor from start to finish, Ranger is a sessionable splendor for all you hopinistas. Thank your Beer Ranger!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+bethlehem_brew_works-cassis_reserve_lambic_06,0,0,244372865027,"{""name"":""Cassis Reserve Lambic ‘06"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bethlehem_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Aged for over a year! This traditional classic Belgisn style lambic is brewed using several varieties of Belgian lambic yeast and a generous amount of black currant concentrate to create a complex tart flavor. This brew is sure to become a Brew Works favorite!"",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,38,1
+reaperale,0,0,244989558784,"{""name"":""ReaperAle"",""city"":""Foothill Ranch"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.6864,""lon"":-117.66}}",1,21,1
+s_a_damm-estrella_damm,0,0,244990345216,"{""name"":""Estrella Damm"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""s_a_damm"",""updated"":""2010-07-22 20:00:20"",""description"":""Estrella means star in Spanish and as its name suggests the brand has become a star to the people of Barcelona. It has evolved with the city reflecting its character - sophisticated and passionate yet at the same time relaxed and welcoming."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+cricket_hill-cricket_hill_hopnotic,0,0,244477591552,"{""name"":""Cricket Hill Hopnotic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-07-22 20:00:20"",""description"":""No mere beverage could satisfy the thirst of the courageous and gallant soldiers who stood guardover the colonies of the British Empire. Their thirst could only be quenched by a full-bodied hearty Ale; an Ale balanced with rich flavorful hops. We are proud to offer our interpretation of this English style India Pale Ale for those who loong for the time when once your duty was complete, the taste of a fine Ale was reward enough for a job well done."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,9,1
+mikeb,0,0,91386755481600,"{""click"":""to edit"",""new in 2.0"":""there are no reserved field names""}",1,26,1
+bison_brewing-organic_belgian_ale,0,0,244370702339,"{""name"":""Organic Belgian Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+hoffbrau_steaks_brewery_2-shawnee_amber_ale,0,0,244751794178,"{""name"":""Shawnee Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,44,1
+krogh_s_restaurant_and_brewpub-log_cabin_nut_brown,0,0,244751663104,"{""name"":""Log Cabin Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,43,1
+brewmasters_restaurant_and_brewery_south-kenosha_gold,0,0,244485586944,"{""name"":""Kenosha Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+dogfish_head_craft_brewery-palo_santo_marron,0,0,244608204802,"{""name"":""Palo Santo Marron"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Palo Santo Marron (Holy Tree Brown)\r\n\r\nAn unfiltered, unfettered, unprecedented brown ale aged in handmade wooden brewing vessels. The caramel and vanilla complexity unique to this beer comes from the exotic Paraguayan Palo Santo wood from which these tanks were crafted. Palo Santo means \""holy tree\"" and it's wood has been used in South American wine-making communities. \r\n\r\nThis beer is a 12% abv, highly roasty, and malty brown ale aged on the Palo Santo wood.  It was a huge hit at our Rehoboth Beach brewpub when first released in November of 2006, so it's coming back... into full production!\r\n\r\n At 10,000 gallons each, these are the largest wooden brewing vessels built in America since before Prohibition.\r\n\r\nClick below to watch \""Take Time,\"" the short film we released with the first full-production batch of Palo Santo Marron in February 2008.\r\n\r\nIt's all very exciting. We have wood. Now you do too."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,5,1
+granite_city_food_brewery_omaha,0,0,244735016960,"{""name"":""Granite City Food & Brewery - Omaha"",""city"":""Omaha"",""state"":""Nebraska"",""code"":""68114"",""country"":""United States"",""phone"":""1-402-393-5000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1001 North 102nd Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2672,""lon"":-96.0714}}",1,3,1
+brewdog_ltd-tokyo,0,0,244496465920,"{""name"":""Tokyo*"",""abv"":18.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,52,1
+alltech_s_lexington_brewing_company-limestone_bavarian_style_bock_discontinued,0,0,244360478723,"{""name"":""Limestone Bavarian Style Bock (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alltech_s_lexington_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,10,1
+alltech_s_lexington_brewing_company-limestone_english_style_porter_discontinued,0,0,244361199617,"{""name"":""Limestone English Style Porter (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alltech_s_lexington_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,12,1
+hop_back_brewery-entire_stout,0,0,244734427136,"{""name"":""Entire Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hop_back_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+bootleggers_steakhouse_and_brewery-summer_wheat,0,0,244361068546,"{""name"":""Summer Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bootleggers_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+laconner_brewing-extra_special_bitter,0,0,244752908289,"{""name"":""Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""laconner_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+grizzly_peak_brewing-iambic_lambic,0,0,244750483457,"{""name"":""Iambic Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grizzly_peak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,40,1
+the_alchemist-shut_the_hell_up,0,0,245106999297,"{""name"":""Shut The Hell Up"",""abv"":3.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""An American mild ale brewed with Horizon hops. The crisp, bitter finish is helpd up by a balanced malt body."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,20,1
+brouwerij_de_regenboog-vuuve,0,0,244476870657,"{""name"":""Vuuve"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_regenboog"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+climax_brewing_copmany-climax_nut_brown_ale,0,0,244476674049,"{""name"":""Climax Nut Brown Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""This style of beer is based on the English Mild, which was a combination of a stout and a lighter beer favored by coal miners in Scotland, Ireland and North England.\r\nWe've brought together the grains used to make both a Stout and a Pale Ale and balanced them in our Nut Brown Ale to produce a beer with a chocolate and molasses flavor and hints of caramel and coffee in the background."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+bitburger_brauerei-premium_beer,0,0,244362248194,"{""name"":""Premium Beer"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bitburger_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""Bitburger guarantees premium quality and enjoyment. Drawing on almost 200 years of expertise, the full-bodied, light, Bitburger Premium Beer is of course brewed according to the German Purity Law. Its popular, dry-finished, hoppy taste has secured Bitburger Premium Beer position as Germany's no. 1 draught beer.\r\n\r\n-http://www.bitburger.com/bitburger_beers/bitburger_premium_beer/product_bitburger_premium_beer/index.html"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,14,1
+affligem_brouwerij,0,0,244380205056,"{""name"":""Affligem Brouwerij"",""city"":""Opwijk"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":""052/35 83 57"",""website"":""http://www.affligembeer.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.9699,""lon"":4.1892}}",1,59,1
+flyers_restraunt_and_brewery-spitfire_best_bitter,0,0,244607156224,"{""name"":""Spitfire Best Bitter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An English style ale, copper in color with subtle English malt hints balanced nicely with fresh Washington grown Yakima Valley hops."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,2,1
+greenshields_brewery_and_pub-nut_brown_ale,0,0,244753498112,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,48,1
+fish_brewing_company_fish_tail_brewpub-leviathan_2004,0,0,244606369792,"{""name"":""Leviathan 2004"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+brewmasters_restaurant_and_brewery_south-southport_amber,0,0,244497907712,"{""name"":""Southport Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+boston_beer_company-samuel_adams_cherry_wheat,0,0,244373389313,"{""name"":""Samuel Adams Cherry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ale brewed with Cherries, crisp and fruity with a hint of honey.  Samuel Adams Cherry Wheat® follows the centuries old American tradition of brewing beer with native ingredients, in this case Michigan cherries as well as a touch of honey. The sweet fruitiness of the cherries is balanced against the crisp, cereal note from the malted wheat and the subtle citrus flavor from the Noble hops. The end result is a sweet, refreshing beer that is light on the palate but long on complexity."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,39,1
+coast_range_brewing-barleywine,0,0,244475691008,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_range_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+ross_valley_brewing,0,0,244989952001,"{""name"":""Ross Valley Brewing"",""city"":""Fairfax"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.9871,""lon"":-122.589}}",1,22,1
+emmett_s_tavern_and_brewery-german_pilsner,0,0,244608860161,"{""name"":""German Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emmett_s_tavern_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+loaf_and_stein_brewing,0,0,244873691136,"{""name"":""Loaf and Stein Brewing"",""city"":""Eagle River"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.9172,""lon"":-89.2443}}",1,42,1
+brauerei_beck-beer,0,0,244479819776,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_beck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+barrel_house_brewing_co-duveneck_s_dortmunder,0,0,244361723906,"{""name"":""Duveneck's Dortmunder"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barrel_house_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Frank Duveneck was a famous Cincinnati painter who produced such masterpieces as Whistling Boy andOld Man In a Fur Cap. Our Dortmunder is a medium- bodied golden lager showcasing a delicious malt profile balanced with Noble German hops. This beer is designed to satisfy even the stodgiest of old beer curmudgeons!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+founders_brewing-curmudgeon,0,0,244624326656,"{""name"":""Curmudgeon"",""abv"":9.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Old Ale conjures up thoughts of classic sea fairing ports, there local pubs and the weathered fisherman that frequent them. In traditional style Curmudgeon is brewed with an intense focus on the malt bill creating a very strong, rich, malty characteristic and a sweetness indicative of its cousin the barleywine. We are especially proud of the balance in this beer making it deceptively smooth and drinkable at 9.3% alcohol by volume."",""style"":""Old Ale"",""category"":""British Ale""}",1,41,1
+nor_wester_brewery_and_public_house-hefe_weizen,0,0,244876181506,"{""name"":""Hefe Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nor_wester_brewery_and_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+big_ridge_brewing-red_truck_ale,0,0,244372930560,"{""name"":""Red Truck Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+red_star_brewery_grille-iron_horse_stout,0,0,244989558785,"{""name"":""Iron Horse Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+santa_rosa_brewing,0,0,244990345217,"{""name"":""Santa Rosa Brewing"",""city"":""Santa Rosa"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.4405,""lon"":-122.714}}",1,23,1
+dillon_dam_brewery-dam_straight_lager,0,0,244609974272,"{""name"":""Dam Straight Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dillon_dam_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+blacksburg_brewing_company-blacksburger_pils,0,0,244370767872,"{""name"":""Blacksburger Pils"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blacksburg_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,33,1
+hop_back_brewery,0,0,244751859712,"{""name"":""Hop Back Brewery"",""city"":""Salisbury"",""state"":""Wiltshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01725)-510986"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Unit 21-24 Batten Road Industrial Estate""]}",1,44,1
+lake_louie_brewing-premium_ale,0,0,244751663105,"{""name"":""Premium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_louie_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+brewmasters_restaurant_and_brewery_south-weissenheimer_wheat,0,0,244485586945,"{""name"":""Weissenheimer Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,28,1
+dogfish_head_craft_brewery-raison_d_etre,0,0,244608270336,"{""name"":""Raison D'Etre"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep, mahogany ale brewed with beet sugar, green raisins, and Belgian-style yeast. As complex as a fine, red wine. Voted \""American Beer of the Year\"" in January 2000 by Malt Advocate Magazine."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,5,1
+great_dane_pub_and_brewing_1-imperial_stout,0,0,244735016961,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+bridgeport_brewing-old_knucklehead_1997,0,0,244496465921,"{""name"":""Old Knucklehead 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+amerisports_brew_pub-hofbrauhaus_brewery_biergarten_vienna_velvet,0,0,244360544256,"{""name"":""Hofbrauhaus Brewery & Biergarten Vienna Velvet"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amerisports_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+anchor_brewing-small_beer,0,0,244361265152,"{""name"":""Small Beer"",""abv"":3.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,12,1
+hopworks_urban_brewery-hub_lager,0,0,244734492672,"{""name"":""HUB Lager"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Czech style pilsner is all malt all the time-no choicest rice or corn syrup here! Whole flower Czech Saaz hops balance the delicate honey flavor of our organic Canadian grown pilsner malt creating a golden beer with depth of character."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,1,1
+brasserie_bnifontaine,0,0,244361068547,"{""name"":""Brasserie Bnifontaine"",""city"":""Bnifontaine"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.21.08.68.68"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""13, rue Pasteur""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.4852,""lon"":2.8306}}",1,11,1
+left_hand_brewing_company-warrior_ipa,0,0,244752908290,"{""name"":""Warrior IPA"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,46,1
+heartland_brewery_union_square-full_moon_barley_wine_ale,0,0,244750483458,"{""name"":""Full Moon Barley Wine Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+the_bruery-loakal_red,0,0,245106999298,"{""name"":""Loakal Red"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2011-01-06 22:26:41"",""description"":""75% American Red Ale, 25% Ale Aged in American Oak Barrels.  A brash American Red ale, dripping with citrusy Centennial hops, mellowed by a touch of oak.  Aromas of toffee, citrus, crushed herbs, vanilla and fresh sawn oak.  Complex!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,20,1
+brouwerij_lindemans-cuvee_rene_grand_cru_gueuze_lambic,0,0,244476870658,"{""name"":""Cuvée René Grand Cru Gueuze Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_lindemans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,8,1
+clipper_city_brewing_co-chesapeake_amber_ale,0,0,244476674050,"{""name"":""Chesapeake Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+boddington_s_brewery,0,0,244362313728,"{""name"":""Boddington's Brewery"",""city"":""Manchester"",""state"":""Manchester"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.4807,""lon"":-2.2344}}",1,14,1
+allagash_brewing-four,0,0,244380270592,"{""name"":""Four"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+flying_fish_brewing_company-farmhouse_summer_ale,0,0,244607156225,"{""name"":""Farmhouse Summer Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A tribute to the highly drinkable \""every day\"" beers from French-speaking Belgium. Contains Belgian two-row pale malt and 7% wheat. This beer is lightly filtered with an earthy, spicy hop character from imported Styrian Goldings hops and a beautiful rich creamy head from the wheat."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,2,1
+hale_s_ales_3-red_menace_big_amber,0,0,244753498113,"{""name"":""Red Menace Big Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+fuller_smith_turner_pbc-vintage_ale_1999,0,0,244606369793,"{""name"":""Vintage Ale 1999"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,0,1
+broughton_ales-old_jock_ale,0,0,244497907713,"{""name"":""Old Jock Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broughton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+boulder_beer_company-flashback_anniversary_ale,0,0,244373389314,"{""name"":""Flashback Anniversary Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Flashback Anniversary Ale is an India-Brown Ale with 6.8% ABV. This is the first beer we’ve made here that uses one single hop variety (Cascade) in the recipe in five separate additions. The fresh Cascade hop aroma and flavor is perfectly balanced with the dark roasted grains, making Flashback a very unique beer. We’re calling it an India Brown Ale to help illustrate its flavor to the consumer. It’s hoppy like an IPA but dark and roasty like a Brown Ale. Put them together and voila! Flashback at its finest!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+coastal_fog_brewing-hefeweizen,0,0,244475691009,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coastal_fog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,4,1
+routh_street_brewery_and_grille-big_black_stout,0,0,244989952002,"{""name"":""Big Black Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,22,1
+epic_brewing_company,0,0,244608860162,"{""name"":""Epic Brewing Company"",""city"":""Auckland"",""state"":"""",""code"":""2145"",""country"":""New Zealand"",""phone"":""+64 21 632 337"",""website"":""http://epicbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""186 James Fletcher Drive, Otahuhu""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-36.9489,""lon"":174.821}}",1,6,1
+mad_crab_restaurant_and_brewery-sturgeon_stout,0,0,244873691137,"{""name"":""Sturgeon Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_crab_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+brauerei_und_altbierkche_pinkus_mller,0,0,244479885312,"{""name"":""Brauerei und Altbierkche Pinkus Mller"",""city"":""Mnster"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)251-/-45151"",""website"":""http://www.pinkus-mueller.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kreuzstrae 4-10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.9657,""lon"":7.6214}}",1,15,1
+bierbrouwerij_st_christoffel-christoffel_blond,0,0,244361789440,"{""name"":""Christoffel Blond"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_st_christoffel"",""updated"":""2010-07-22 20:00:20"",""description"":""Born as “Christoffel Bier” this was the first beer brewed by Christoffel. After the introduction of Christoffel Robertus, this beer was named Blond refering to the colour of the beer.  Blond is a low-fermenting beer with 6% alc.vol.\r\n\r\nBlond has a full body, a very balanced taste and a beautiful bitterness due to a generous addition of fresh hop during the brewing-process. The aroma is fruity and Blond has a fresh taste with a pleasant, hoppy finish."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,13,1
+gaslight_brewery-perfect_stout,0,0,244624326657,"{""name"":""Perfect Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+oconomowoc_brewing-amber_rye_lager,0,0,244876247040,"{""name"":""Amber Rye Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oconomowoc_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+boston_beer_company-samuel_adams_triplebock_1994,0,0,244372930561,"{""name"":""Samuel Adams Triplebock 1994"",""abv"":17.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+redhook_ale_brewery-nut_brown_ale,0,0,244989558786,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,21,1
+schloss_eggenberg-samichlaus_bier_2005,0,0,244990345218,"{""name"":""Samichlaus Bier 2005"",""abv"":14.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schloss_eggenberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,23,1
+dock_street_beer-bohemian_dock_street_pilsner,0,0,244610039808,"{""name"":""Bohemian Dock Street Pilsner"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""Bohemian Dock Street Pilsner is brewed in the style of the original Pilsner beers of Bohemia, in what is now the Czech Republic, in a tradition that dates to 1842. We use costly Bohemian Saaz hops and pale imported malts to produce its rich golden color, and soft malty flavor using traditional techniques of the old world. True Pilsners are the most difficult to brew as there are no dark malts or flavorings used to mask flaws. Pilsner is the best known style of beer in the world. A good pilsner balances hops and malts to a refreshing, clean tasting, every-mood kind of beer. The Bohemian can stand alone or join a party easily."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,9,1
+blacksburg_brewing_company,0,0,244370767873,"{""name"":""Blacksburg Brewing Company"",""city"":""Blacksburg"",""state"":""Virginia"",""code"":""24063"",""country"":""United States"",""phone"":"""",""website"":""http://www.blacksburgbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Blacksburg Brewing Co. (BBC) is an independent specialty brewer of premium beer.  As mandated by the Reinheitsgebot (German Purity Law), our beer is brewed with only 4 ingredients: water, barley malt, hops, and yeast.  The best beer requires the best ingredients, so we purchase them regardless of the cost.  We pay a premium to import the Cadillac of barley malt from Bamberg, and our hops from The Hallertau are the best that money can buy, period."",""address"":[""P.O. Box 315""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.23,""lon"":-80.41}}",1,33,1
+hoppin_frog_brewery-d_o_r_i_s_the_destroyer_double_imperial_stout,0,0,244751859713,"{""name"":""D.O.R.I.S. the Destroyer Double Imperial Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This extreme Double Oatmeal Russian Imperial Stout will overwhelm, satisfy, and destroy your taste buds like no other!! D.O.R.I.S. is even darker, hoppier, and stronger than our gold medal winning B.O.R.I.S. The Crusher Stout. Dry hopped and first wort hopped and first wort hopped with the finest American hops for a great Imperial hops for a great Imperial Stout experience! Enjoy the darkness!"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,44,1
+lowenbrau_brauerei,0,0,244874215424,"{""name"":""Löwenbräu Brauerei"",""city"":""München"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-5200-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Nymphenburger Straße 4""]}",1,43,1
+bricktown_brewery-munich_dunkel,0,0,244485586946,"{""name"":""Munich Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bricktown_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+double_mountain_brewery_taproom-double_mountain_pale_ale,0,0,244608270337,"{""name"":""Double Mountain Pale Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""double_mountain_brewery_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":""It’s easy to forget just how dynamite a well-made pale ale can treat you. Our Pale combines softness from our Pilsner malt,  a touch of sweetness from English crystal malt, and plenty of fruity, resinous Northwest hop flavor. The finish is dry, clean and refreshing."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,5,1
+green_bay_brewing-hinterland_honey_wheat,0,0,244735016962,"{""name"":""Hinterland Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,3,1
+brouwerij_boon-framboise_1997,0,0,244496465922,"{""name"":""Framboise 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_boon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,52,1
+anchor_brewing-our_special_ale_1996,0,0,244360609792,"{""name"":""Our Special Ale 1996"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+anheuser_busch-budweiser_american_ale,0,0,244361265153,"{""name"":""Budweiser American Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Budweiser American Ale is brewed with barley from America's heartland and dry hopped with Cascade hops from the Pacific Northwest.\r\n\r\nAvailable Fall 2008."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+humboldt_brewing-gold_rush,0,0,244734492673,"{""name"":""Gold Rush"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+abbaye_notre_dame_du_st_remy-rochefort_6,0,0,244379746304,"{""name"":""Rochefort 6"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_notre_dame_du_st_remy"",""updated"":""2010-07-22 20:00:20"",""description"":""eddish colour, almost like autumn leaves, very consistent texture with a slightly spicy aroma and an intense taste of caramel, fruit, and hints of raisins. It is only brewed about once per year, representing approximately 1% of total beer production, thus is quite difficult to obtain."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,58,1
+brasserie_de_silenrieux,0,0,244361134080,"{""name"":""Brasserie De Silenrieux"",""city"":""Cerfontaine-Silenrieux"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":""32-071-63-32-01"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue de Noupr s/n""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.2248,""lon"":4.4102}}",1,11,1
+lift_bridge_brewery-farm_girl_saison,0,0,244752973824,"{""name"":""Farm Girl Saison"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lift_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This pale golden, Belgian-influenced ale is for everyone: Farm Girl, wannabe Farm Girl. In the Belgian Farmhouse tradition, this brew has a dry malt finish and a spiciness that only Belgian yeasts can create. Smooth and well rounded... this one can please anyone in any situation, whether you are on the water, in the sun, or hiding from winter's chill."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,46,1
+hoffbrau_steaks_brewery_1-texas_special_101_porter,0,0,244750548992,"{""name"":""Texas Special 101 Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+tin_whistle_brewing-killer_beer_dark_honey_ale,0,0,245107064832,"{""name"":""Killer Beer Dark Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tin_whistle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,20,1
+bt_mcclintic_beer_company-mclennium,0,0,244476870659,"{""name"":""McLennium"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bt_mcclintic_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+court_avenue_brewing-vimalt_wheat,0,0,244476674051,"{""name"":""Vimalt Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,7,1
+boston_beer_company-samuel_adams_blackberry_witbier,0,0,244362379264,"{""name"":""Samuel Adams Blackberry Witbier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""We brewed this traditional witbier with orange peel and coriander, and then added a hint of blackberry. The flavor is very complex with malt and cereal notes, intense spice and citrus flavors and a smooth, sweet/tart finish. It will be available in January in its own 6-pack and in the Samuel Adams® Brewmaster's Collection Variety 6 & 12-packs."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,14,1
+america_s_brewing-aurora_amber_ale,0,0,244380270593,"{""name"":""Aurora Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+fordham_brewing-oyster_stout,0,0,244607156226,"{""name"":""Oyster Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fordham_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,2,1
+hale_s_ales_3-troll_porter,0,0,244753498114,"{""name"":""Troll Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+gold_coast_brewery,0,0,244606435328,"{""name"":""Gold Coast Brewery"",""city"":""Sanctuary Cove"",""state"":""Queensland"",""code"":"""",""country"":""Australia"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-27.8539,""lon"":153.359}}",1,0,1
+brouwerij_de_achelse_kluis,0,0,244497907714,"{""name"":""Brouwerij De Achelse Kluis"",""city"":""Achel"",""state"":""Limburg"",""code"":"""",""country"":""Belgium"",""phone"":""32-011-80-07-60"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""De Kluis 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.2986,""lon"":5.4896}}",1,56,1
+21st_amendment_brewery_cafe-bitter_american,0,0,244362903552,"{""name"":""Bitter American"",""abv"":3.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""An American session beer. Loaded with hop character and a malty presence, but lower in alcohol."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,17,1
+boulevard_brewing_company-boulevard_irish_ale,0,0,244373454848,"{""name"":""Boulevard Irish Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Irish Ale, Boulevard’s spring seasonal beer, is our Midwestern tribute to the legendary red ales of old Ireland. Our recipe combines six kinds of pale and roasted barley malts to provide a rich, toasty flavor and tawny reddish hue."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,39,1
+coors_brewing_golden_brewery-keystone_light,0,0,244475756544,"{""name"":""Keystone Light"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,4,1
+rowland_s_calumet_brewery-calumet_kolsch,0,0,244990017536,"{""name"":""Calumet Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+erie_brewing_company,0,0,244608925696,"{""name"":""Erie Brewing Company"",""city"":""Erie"",""state"":""Pennsylvania"",""code"":""16501"",""country"":""United States"",""phone"":""(814) 459-7741"",""website"":""http://www.eriebrewingco.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1213 Veshecco Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1112,""lon"":-80.113}}",1,6,1
+magic_hat-scumptious_spring_lager_vinyl,0,0,244873756672,"{""name"":""Scumptious Spring Lager (Vinyl)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Magic Hat's seasonal Lager is also called Vinyl""}",1,42,1
+brewdog_ltd-the_physics,0,0,244479950848,"{""name"":""The Physics"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,15,1
+big_time_brewing-coal_creek_porter,0,0,244361789441,"{""name"":""Coal Creek Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_time_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,13,1
+gasthaus_brauerei_max_moritz,0,0,244624326658,"{""name"":""Gasthaus-Brauerei Max & Moritz"",""city"":""Kressbronn am Bodensee"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7543-/-6508"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Weinbichl 6""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6064,""lon"":9.6061}}",1,41,1
+olde_peninsula_brewpub_and_restaurant-winter_wheat,0,0,244876312576,"{""name"":""Winter Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+brasserie_brouwerij_cantillon-lambic_2002,0,0,244372930562,"{""name"":""Lambic 2002"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+rogue_ales-roughstock_ale,0,0,244989558787,"{""name"":""Roughstock Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""a special bottle dedicated to Jim Steen, member of the Professional Rodeo Coyboys Association and rogue extrodinaire."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,21,1
+scotch_irish_brewing,0,0,244990410752,"{""name"":""Scotch Irish Brewing"",""city"":""Carleton Place"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-613-257-7845"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""40 Bennett Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.1279,""lon"":-76.13}}",1,23,1
+doemens_e_v,0,0,244610039809,"{""name"":""Doemens e.V."",""city"":""Grfelfing"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-85805-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Stefanusstrae 8""]}",1,9,1
+borsodi_sorgyar-borsodi,0,0,244370767874,"{""name"":""Borsodi"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""borsodi_sorgyar"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,33,1
+hubcap_brewery_and_kitchen-beaver_tail_brown_ale,0,0,244751859714,"{""name"":""Beaver Tail Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hubcap_brewery_and_kitchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+mad_anthony_brewing-old_fort_porter,0,0,244874280960,"{""name"":""Old Fort Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+brooklyn_brewery-black_ops,0,0,244485652480,"{""name"":""Black Ops"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brooklyn Black Ops does not exist. However, if it did exist, it would be a robust stout concocted by the Brooklyn brewing team under cover of secrecy and hidden from everyone else at the brewery. Supposedly “Black ops” was aged for four months in bourbon barrels, bottled flat, and re-fermented with Champagne yeast, creating big chocolate and coffee flavors with a rich underpinning of vanilla-like oat notes. They say there are only 1,000 cases. We have no idea what they’re talking about."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,28,1
+eel_river_brewing-certified_organic_porter,0,0,244608270338,"{""name"":""Certified Organic Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+grumpy_troll_restaurant_and_brewery-lager,0,0,244735082496,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,3,1
+brouwerij_de_dolle_brouwers-bos_keun,0,0,244496465923,"{""name"":""Bos Keun"",""abv"":8.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,52,1
+arthur_guinness_son-guinness_draught,0,0,244360609793,"{""name"":""Guinness Draught"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arthur_guinness_son"",""updated"":""2011-02-28 17:13:18"",""description"":"""",""style"":""Classic Irish-Style Dry Stout"",""category"":""Irish Ale""}",1,10,1
+avery_brewing_company-samael_s_oak_aged_ale,0,0,244361265154,"{""name"":""Samael's Oak-aged Ale"",""abv"":14.5,""ibu"":41.0,""srm"":12.5,""upc"":7,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-12-19 09:47:16"",""description"":""A super-caramelly, oak-aged English-style strong ale. The oak is very apparent in this rich and high gravity ale. Additional depth and complexity result in a woody and cask-like nose, with a pronounced vanilla flavor on the palate. As of 2007, the use of additional roasted malt has resulted in subtle bitternes to balance the natural sweetness."",""style"":""Strong Ale"",""category"":""British Ale""}",1,12,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2005_port,0,0,244734492674,"{""name"":""Harvest Ale 2005 (Port)"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+allentown_brew_works-apricot_ale,0,0,244379811840,"{""name"":""Apricot Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Unfiltered wheat beer brewed with apricots creating a smooth and thirst quenching full flavored fruit beer."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,58,1
+brasserie_de_silly-double_enghien_bruin,0,0,244361134081,"{""name"":""Double Enghien Bruin"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+lighthouse_brewing,0,0,244875657216,"{""name"":""Lighthouse Brewing"",""city"":""Victoria"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-888-862-7500"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2 - 836 Devonshire Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.4358,""lon"":-123.396}}",1,46,1
+jt_whitney_s_brewpub_and_eatery-dunkle_weiss,0,0,244750548993,"{""name"":""Dunkle Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+titletown_brewing-discombobulator_maibock,0,0,245107064833,"{""name"":""Discombobulator Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,20,1
+bull_bush_pub_brewery-hefeweizen,0,0,244476936192,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,8,1
+de_proef_brouwerij,0,0,244609056768,"{""name"":""De Proef Brouwerij"",""city"":""Lochristi-Hijfte"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-09-/-356.71.02"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Doornzelestraat 20""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1159,""lon"":3.8158}}",1,7,1
+boundary_bay_brewery_and_bistro,0,0,244362379265,"{""name"":""Boundary Bay Brewery and Bistro"",""city"":""Bellingham"",""state"":""Washington"",""code"":""98227"",""country"":""United States"",""phone"":""1-360-647-5593"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1107 Railroad Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.7475,""lon"":-122.481}}",1,14,1
+arcadia_brewing-lake_superior_esb,0,0,244380336128,"{""name"":""Lake Superior ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+fratellos_restaurant_and_brewery-fox_river_golden_ale,0,0,244607221760,"{""name"":""Fox River Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+hanssens_artisanal-oude_kriek,0,0,244753563648,"{""name"":""Oude Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hanssens_artisanal"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,48,1
+golden_gate_park_brewery-buffalo_nutty_brown,0,0,244606435329,"{""name"":""Buffalo Nutty Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_gate_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,0,1
+brouwerij_het_anker-gouden_carolus_noel,0,0,244497907715,"{""name"":""Gouden Carolus Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_het_anker"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+affligem_brouwerij-affligem_dubbel,0,0,244362903553,"{""name"":""Affligem Dubbel"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""affligem_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""A reddish-brown abbey ale brewed with dark malts. The secondary fermentation gives a fruity aroma and a unique, spicy character with a distinctive aftertaste. Secondary fermentation in the bottle. Contains barley malt."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,17,1
+brasserie_de_brunehaut-abbaye_de_saint_martin_triple,0,0,244373454849,"{""name"":""Abbaye de Saint-Martin Triple"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""Three varieties of malt and three of hops create the robust character of this St. Martin triple abbey ale.\r\nAbbye St. Martin Ales are pure Belgium."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,39,1
+cugino_brewing_company,0,0,244475756545,"{""name"":""Cugino Brewing Company"",""city"":""Batavia"",""state"":""Illinois"",""code"":""60510"",""country"":""United States"",""phone"":""1-630-761-8888"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1501 East Wilson""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.8539,""lon"":-88.2776}}",1,4,1
+russell_brewing-blonde_ale,0,0,244990017537,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+estes_park_brewery-estes_park_porter,0,0,244608925697,"{""name"":""Estes Park Porter"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Porters are dark ales without the roasted malt character of a stout. Our porter is a brown porter with a very smooth, balanced profile."",""style"":""Porter"",""category"":""Irish Ale""}",1,6,1
+magic_hat-single_chair_ale,0,0,244873756673,"{""name"":""Single Chair Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""A Commemmorative Brew Single Chair celebrating the uniqueness of the Mad River Glen Cooperative Ski Area in Vermont. \r\n\r\nMedium bodied & ideally balanced for all tastes, Single Chair Ale's tempting light golden color, heady aroma & smooth liquid go down effortlessly and often!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,42,1
+brouwerij_de_ranke-pere_noel,0,0,244479950849,"{""name"":""Père Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_ranke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+boscos_memphis_brewing,0,0,244361789442,"{""name"":""Boscos Memphis Brewing"",""city"":""Germantown"",""state"":""Tennessee"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.0868,""lon"":-89.8101}}",1,13,1
+gordash_brewing_company-holy_mackerel_mack_in_black,0,0,244624392192,"{""name"":""Holy Mackerel Mack In Black"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordash_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,41,1
+pabst_brewing_company-pabst_blue_ribbon,0,0,244876312577,"{""name"":""Pabst Blue Ribbon"",""abv"":4.74,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""PBR is not just any beer- so you would expect the history to be a bit unusual, and it is. Pabst was originally called \""Select,\"" but people started asking for that \""Blue Ribbon\"" beer in 1882 when we started tying silk ribbons to the bottles. We officially added the words \""Blue Ribbon\"" to the bottle in 1895.\r\n\r\nPabst was the first brewery to put beer in cans back in 1935. This was Blue Ribbon beer but it was called \""Export\"" when sold in the can. Our first cans had a picture of a can opener on the side with instructions on how to open the can of beer, with the can opener.\r\n\r\nToday, this classic American brew has been adopted by a whole new generation of PBR drinkers. Currently, PBR is one of the fastest growing domestic beer brands. When you're this good, quality always comes through-PBR ME ASAP!"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,47,1
+brasserie_dubuisson-scaldis_prestige,0,0,244372996096,"{""name"":""Scaldis Prestige"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dubuisson"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+rothaus_brauerei-hefeweissbier,0,0,244989624320,"{""name"":""Hefeweissbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,21,1
+sleeping_lady_brewing_company,0,0,244990410753,"{""name"":""Sleeping Lady Brewing Company"",""city"":""Anchorage"",""state"":""Alaska"",""code"":""99501"",""country"":""United States"",""phone"":""(907) 277-7727"",""website"":""http://www.alaskabeers.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""717 W. 3rd Ave""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":61.2196,""lon"":-149.896}}",1,23,1
+dogfish_head_craft_brewery-midas_touch_golden_elixir,0,0,244610039810,"{""name"":""Midas Touch Golden Elixir"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This recipe is the actual oldest-known fermented beverage in the world! Our recipe showcases the known ingredients of barley, white Muscat grapes, honey & saffron found in the drinking vessels in King Midas' tomb! Somewhere between a beer, wine and mead, this smooth, dry ale will please with Chardonnay or I.P.A. drinker alike.""}",1,9,1
+boston_beer_company-samuel_adams_triplebock_1995,0,0,244370767875,"{""name"":""Samuel Adams Triplebock 1995"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+issaquah_brewhouse,0,0,244751925248,"{""name"":""Issaquah Brewhouse"",""city"":""Issaquah"",""state"":""Washington"",""code"":""98027"",""country"":""United States"",""phone"":""1-425-557-1911"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""35-C West Sunset Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.53,""lon"":-122.037}}",1,44,1
+mad_anthony_brewing,0,0,244874280961,"{""name"":""Mad Anthony Brewing"",""city"":""Fort Wayne"",""state"":""Indiana"",""code"":""46802"",""country"":""United States"",""phone"":""1-260-426-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2002 Broadway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.0677,""lon"":-85.1524}}",1,43,1
+brouwerij_artois-stella_artois,0,0,244485652481,"{""name"":""Stella Artois"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_artois"",""updated"":""2010-07-22 20:00:20"",""description"":""Stella Artois was first brewed as a Christmas beer in leuven. It was named Stella from the star of Christmas, and Artois after Sebastian Artois, founder of the brewery. It's brewed to perfection using the original Stella Artois yeast and the celebrated Saaz hops. It's the optimum premium lager, with it's full flavour and clean crisp taste."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+egan_brewing-freys_weizen,0,0,244608335872,"{""name"":""Freys Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,5,1
+hale_s_ales_3-wee_heavy_winter_ale,0,0,244735082497,"{""name"":""Wee Heavy Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,3,1
+brouwerij_lindemans-kriek,0,0,244496531456,"{""name"":""Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_lindemans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,52,1
+asheville_pizza_and_brewing_co-shiva_ipa,0,0,244360609794,"{""name"":""Shiva IPA"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""asheville_pizza_and_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A generous portion of American hops create a crisp citrus nose combined with a light, sweet finish – a well balanced beer that destroys the paradigm of an IPA."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,10,1
+back_road_brewery-belle_gunness_stout,0,0,244361330688,"{""name"":""Belle Gunness Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A notorious drink that's as dark as its' namesakes history!!  It is named after the infamous LaPorte, Indiana serial killer herself, Belle Gunness of 1908.  This Irish-style dry stout is amazingly smooth to drink.  You will taste chocolate, coffee and roasty flavors in every sip.  Don't be afraid of the dark.  A true dark beer lover would die to try it.  It definitely would not kill you to dig some up."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+kaiser_bru,0,0,244734558208,"{""name"":""Kaiser-Bru"",""city"":""Neuhaus"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9156-/-88-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Oberer Markt 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.6283,""lon"":11.5498}}",1,1,1
+allguer_brauhaus_ag_kempten-cambonator_doppelbock,0,0,244379811841,"{""name"":""Cambonator Doppelbock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allguer_brauhaus_ag_kempten"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+brasserie_mcauslan-griffon_brown_ale,0,0,244477919232,"{""name"":""Griffon Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_mcauslan"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+magic_hat-odd_notion_winter_07,0,0,244875657217,"{""name"":""Odd Notion Winter 07"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+klosterbrauerei_weltenburg-asam_bock,0,0,244750614528,"{""name"":""Asam-Bock"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_weltenburg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,40,1
+trade_winds_brewing-gingerwheat,0,0,245107064834,"{""name"":""Gingerwheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trade_winds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,20,1
+callahan_s_pub_and_brewery-red,0,0,244476936193,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""callahan_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+deschutes_brewery-hop_henge_imperial_ipa,0,0,244609122304,"{""name"":""Hop Henge Imperial IPA"",""abv"":8.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""HOP HENGE IMPERIAL IPA – The Ultimate in Hop Innovation \r\n\r\nHop Henge Imperial IPA returns to the Bond Street Series line-up this April in extreme fashion. Staying true to the experimental nature of the series and the “never settle” philosophy of Deschutes, our brewers went back to the drawing board to create an amplified version of last year’s monument to hops.\r\n\r\nHead Brewer Brett Porter says, “This is a truly exciting and groundbreaking beer. We reformulated everything about the hop recipe to give Hop Henge an extraordinary aroma and flavor similar to a fresh hop beer.” In addition to the Cascade and Centennial hops, Deschutes Brewery is experimenting with a hop variety so new that it has yet to be named.\r\n\r\nThe team here at Bend Public House recommends Hop Henge as the perfect accompaniment for a variety of spicy foods, so be sure to have a bottle handy next time you make a batch of hot wings and go for the five alarm award. The high-octane hoppiness is a wildly refreshing antidote to a wide array of hot foods.\r\n\r\nLimited Availability April through June.\r\n\r\nDon’t miss this amazing hop experiment that is sure to leave your taste buds begging for more.\r\n\r\n-http://www.deschutesbrewery.com/Brews/Bond+Street+Series/default.aspx\r\n\r\nAvailable April through June.\r\n\r\nHop Henge I.P.A. was first brewed in 2006 as an agressive West Coast style I.P.A. In 2007, Hop Henge is going Imperial!  Several pounds of  Centennial, Cascade and Northern Brewer hops are in each barrel with a heavy dry-hop presence to top it off.  A blend of crystal, pale and caraston malts creates an overall biscuity characteristic that is dense and muscular, building the alcohol base to support the monstrous hop profile.\r\n\r\nLike the rest of the Bond Street Series, Hop Henge highlights the creativity and curiosity of our brewers.  Bolder than its English ancestors, with huge hops and a bitter finish, this IPA is no wallflower.\r\n\r\nAlcohol By Volume: 8.1%\r\n\t\r\n\r\nIBU 95\r\n\r\nWhen one of our brewers suggested we name our new IPA Hop Henge, he also came up with the idea of actually recreating Stonehenge, only with hop bales.  We were up for the challenge and even though the weather did not want to cooperate, we pulled it off and threw a party afterwards.\r\n\t\r\n\r\n\r\nphoto: chris mather\r\nRatings, Awards & Notables\r\n\r\nWorld's Best Strong Pale Ale (Imperial IPA)\r\n2007 World Beer Awards\r\n\r\nWorld's 50 Best Beers\r\n2006 International Beer Challenge\r\n\r\nGold Medal, 92 Points\r\n2006 World Beer Championships\r\n\r\nSilver Medal, India Pale Ale Category\r\n2006 Australian International Beer Awards\r\n\r\nModern Brewery Age, February 12, 2007\r\n5 out 5 stars \r\nHop Henge started its life as an India Pale Ale, but this year it was bumped up to “Imperial IPA” status, with a hefty dose of additional hops.\r\n“This one is lovely,” said taster Tom Conti. “They got it just right.”\r\nIt pours out a deep amber, with an appealing rocky head, and rich hop aroma wafting from the glass. “They sure dosed it with a lot of hops...[there’s] a lot of hop bitterness in the taste,” one taster observed.\r\nIn addition to the Imperial-level hopping, Hop Henge also boasts Imperial-level alcohol content, with 8.1% a.b.v.\r\nThis was the top-rated beer during its tasting session, and tasters had to dig deep for new superlatives to describe it. “This is a beautiful beer,” concluded taster Gregg Glaser. “Full of flavor and hops and malt and hops again.”\r\n“Not for the timid,” said taster Robert Lachman.\r\n\r\n-http://www.deschutesbrewery.com/BrewPub/OnTap/125352.aspx"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,7,1
+brasserie_brouwerij_cantillon-cuvee_des_champions_2003_2004,0,0,244362379266,"{""name"":""Cuvée des Champions 2003-2004"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,14,1
+atwater_block_brewing-voodoo_vator,0,0,244380336129,"{""name"":""Voodoo Vator"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This one is black and sweet!  Its malty character is derived from two carmel malts along with Munich malt to create the smoothest high gravity beer this side of the \""pond\""."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,59,1
+frederick_brewing-hempen_ale,0,0,244607221761,"{""name"":""Hempen Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frederick_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+hc_berger_brewing-colorado_kolsch_ale,0,0,244753563649,"{""name"":""Colorado Kölsch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hc_berger_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+govnor_s_public_house-dingle_dubbel,0,0,244606435330,"{""name"":""Dingle Dubbel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+brouwerij_huyghe-delirium_tremens,0,0,244497973248,"{""name"":""Delirium Tremens"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_huyghe"",""updated"":""2010-07-22 20:00:20"",""description"":""The particular character and the unique taste of \""Delirium Tremens\"" result from the use of three different kinds of yeast. Its very original packing, which resembles cologne ceramics, and the colourful label contribute to its success."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,56,1
+appalachian_brewing_company-broad_street_barleywine,0,0,244362969088,"{""name"":""Broad Street Barleywine"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Barley Wine is dark red in color and has an original gravity of 1.120 (24 Plato). The malt complexity of this classic ale style is incredible.\r\n\r\nThe Broad Street Market is located just blocks from the Appalachian Brewing Company. This indoor farmers market was built in 1863 and is one of the oldest continuously operating farmers markets in the United States. The beautiful brick façade and natural wood doors are typical of the structures in Downtown Harrisburg; including our own building."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,17,1
+brasserie_la_choulette-framboise,0,0,244490043392,"{""name"":""Framboise"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_choulette"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+de_friese_bierbrouwerij_us_heit,0,0,244607614976,"{""name"":""De Friese Bierbrouwerij Us Heit"",""city"":""Bolsward"",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":""31-(0)515-577-449"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Snekerstraat 43""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":53.0606,""lon"":5.5342}}",1,4,1
+samuel_smith_old_brewery_tadcaster-winter_welcome_2008_2009,0,0,244990017538,"{""name"":""Winter Welcome 2008-2009"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Winter Warmer"",""category"":""Other Style""}",1,22,1
+f_x_matt_brewing-saranac_season_s_best,0,0,244608925698,"{""name"":""Saranac Season's Best"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with a special blend of domestic and Belgian malts for a delicate nut-like character, you'll love this Lager's rich taste and signature hop aroma. The exceptional full-bodied taste reflects our Brewery's extraordinary commitment to brewing beers of the highest standard of quality."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,6,1
+mckenzie_brew_house-farmhouse_saison,0,0,244873756674,"{""name"":""Farmhouse Saison"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+allagash_brewing-speciale_reserve_ale,0,0,244362706944,"{""name"":""Speciale Reserve Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allagash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+brouwerij_huyghe,0,0,244479950850,"{""name"":""Brouwerij Huyghe"",""city"":""Melle"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-092-52-15-01"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brusselse Steenweg 282""]}",1,15,1
+boulder_beer_company-sweaty_betty_blonde,0,0,244361854976,"{""name"":""Sweaty Betty Blonde"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,13,1
+great_dane_pub_and_brewing_1,0,0,244750680064,"{""name"":""Great Dane Pub and Brewing #1"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53703"",""country"":""United States"",""phone"":""1-608-284-0000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""123 East Doty Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0745,""lon"":-89.3802}}",1,41,1
+pete_s_place-choc_american_lager,0,0,244999651328,"{""name"":""Choc American Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_place"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+brauerei_aying_franz_inselkammer_kg-altbairisch_dunkel,0,0,244489650176,"{""name"":""Altbairisch Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_aying_franz_inselkammer_kg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+russian_river_brewing,0,0,244989624321,"{""name"":""Russian River Brewing"",""city"":""Santa Rosa"",""state"":""California"",""code"":""95404"",""country"":""United States"",""phone"":""1-707-545-2337"",""website"":""http://www.russianriverbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At Russian River Brewing Company we focus on traditional aggressively hopped California style ales, Belgian style ales, and barrel aged beers. We brew a full line up of ales and lagers for our pub and for limited distribution."",""address"":[""725 Fourth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.4418,""lon"":-122.712}}",1,21,1
+sly_fox_brewhouse_and_eatery_royersford-helles_bock,0,0,245107916800,"{""name"":""Helles Bock"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,23,1
+dogfish_head_craft_brewery,0,0,244610105344,"{""name"":""Dogfish Head Craft Brewery"",""city"":""Milton"",""state"":""Delaware"",""code"":""19968"",""country"":""United States"",""phone"":""1-888-834-3474"",""website"":""http://www.dogfish.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6 Cannery Village Center""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":38.7683,""lon"":-75.3107}}",1,9,1
+boston_beer_works-kenmore_kolsch,0,0,244370767876,"{""name"":""Kenmore Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+jacob_leinenkugel_brewing_company-creamy_dark,0,0,244751925249,"{""name"":""Creamy Dark"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+mad_river_brewing-steelhead_scotch_porter,0,0,244874346496,"{""name"":""Steelhead Scotch Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+brouwerij_bavik_de_brabandere-petrus_speciale,0,0,244485652482,"{""name"":""Petrus Speciale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+empyrean_brewing_company-festive_ale_2007,0,0,244608335873,"{""name"":""Festive Ale 2007"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+highland_brewing_company,0,0,244735148032,"{""name"":""Highland Brewing Company"",""city"":""Asheville"",""state"":""North Carolina"",""code"":""28803"",""country"":""United States"",""phone"":""(828) 299-7223"",""website"":""http://www.highlandbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Nestled in the Blue Ridge Mountains in Asheville, North Carolina, Highland Brewing Company brews the finest and freshest ales in the Southeast.  For more than a decade, we have produced an impressive array of ales, from the best-selling Gaelic to our popular winter seasonal, Cold Mountain Ale."",""address"":[""12 Old Charlotte Highway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.5716,""lon"":-82.4991}}",1,3,1
+brouwerij_st_feuillien,0,0,244496531457,"{""name"":""Brouwerij St-Feuillien"",""city"":""Le Roeulx"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)64-31-18-18"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""20, rue d'Houdeng""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.5018,""lon"":4.1086}}",1,52,1
+avery_brewing_company-hog_heaven_barleywine,0,0,244360675328,"{""name"":""Hog Heaven Barleywine"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This dangerously drinkable garnet beauty is a hop lover's delight.  The intense dry-hop nose and the alcohol content are perfectly balanced for a caramel candy-like malt finish.  This is a serious beer for serious beer afficianados and it only gets better with age.  Cellerable for 3 years."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,10,1
+bandana_brewery-madelia_mild,0,0,244361330689,"{""name"":""Madelia Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,12,1
+klosterbrauerei_neuzelle-black_abbot_schwarzer_abt,0,0,244734558209,"{""name"":""Black Abbot / Schwarzer Abt"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_neuzelle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,1,1
+anchor_brewing-anchor_steam,0,0,244379877376,"{""name"":""Anchor Steam"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+brewdog_ltd-trashy_blonde,0,0,244477984768,"{""name"":""Trashy Blonde"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A titillating, neurotic, peroxide, punk of a pale ale. Combining attitude, style substance and a little bit of low self esteem for good measure; what would your mother say?\r\n\r\nYou really should just leave it alone...\r\n\r\n...but you just cant get the compulsive malt body and gorgeous dirty blonde colour out of your head. The seductive lure of the sassy passion fruit hop proves too much to resist. All that is even before we get onto the fact that there are no additives preservatives, pasteurization or strings attached.\r\n\r\nAll wrapped up with the customary Brewdog bite and imaginative twist. This trashy blonde is going to get you into a lot of trouble."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,11,1
+mcmenamins_mill_creek-i_m_pale,0,0,244875722752,"{""name"":""I.M. Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+kuhnhenn_brewing,0,0,244750614529,"{""name"":""Kuhnhenn Brewing"",""city"":""Warren"",""state"":""Michigan"",""code"":""48092"",""country"":""United States"",""phone"":""1-586-979-8361"",""website"":""http://www.kbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5919 Chicago Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.5278,""lon"":-83.0472}}",1,40,1
+trade_winds_brewing-hula_berry,0,0,245107130368,"{""name"":""Hula Berry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trade_winds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,20,1
+cameron_s_brewing-auburn_ale,0,0,244476936194,"{""name"":""Auburn Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cameron_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+dillon_dam_brewery,0,0,244609187840,"{""name"":""Dillon Dam Brewery"",""city"":""Dillon"",""state"":""Colorado"",""code"":""80435"",""country"":""United States"",""phone"":""1-970-262-7777"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""100 Little Dam Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":39.6282,""lon"":-106.059}}",1,7,1
+brasserie_val_de_sambre,0,0,244479361024,"{""name"":""Brasserie Val de Sambre"",""city"":""Goze"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-071-56-20-73"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Vandervelde 273""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.3682,""lon"":4.3266}}",1,14,1
+back_road_brewery-midwest_ipa,0,0,244380336130,"{""name"":""Midwest IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""back_road_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""It means India Pale Ale.  It's all about the hops on this one.  Brewers use hops to add bitterness and aroma to their beers.  If not for hops your beer would be too sweet.  Our IPA uses plenty of Chinook and Columbus hops from the Pacific Northwest.  The flavor can best be described as strong resiny grapefruit.  The long drawn out hop flavor is essential to the character of the beer.  So smack your buds on this one all you HOP HEADS."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+golden_city_brewery,0,0,244607287296,"{""name"":""Golden City Brewery"",""city"":""Golden"",""state"":""Colorado"",""code"":""80401"",""country"":""United States"",""phone"":""1-303-279-8092"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""920 Twelfth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7546,""lon"":-105.224}}",1,2,1
+hite_brewery-hite,0,0,244753629184,"{""name"":""Hite"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hite_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hite lager is golden in colour and is styled upon traditional European and American lagers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+half_moon_bay_brewing-paddle_out_stout,0,0,244734164992,"{""name"":""Paddle Out Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+brouwerij_van_honsebrouck,0,0,244498038784,"{""name"":""Brouwerij Van Honsebrouck"",""city"":""Ingelmunster"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-33-51-60"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Oostrozebekestraat 43""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9201,""lon"":3.2579}}",1,56,1
+arcadia_brewing-big_dick_s_olde_ale,0,0,244362969089,"{""name"":""Big Dick's Olde Ale"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Somewhat of a cousin to Barleywine, Big Dick’s is a classic English-style Olde Ale.  Sweet and full-bodied malt flavors are complemented by a fragrant but mild hop bitterness.  Sweet, bready malt aromas combine with rich flavors of dark fruit, brown sugar, caramel, and sweet nuts. A beer for keeping, Big Dick’s Olde Ale will age gracefully, while fruity flavors continue to develop and bitterness will subside.\r\n\r\nThis is not only a BIG beer, it is a Well-Endowed Ale!  We took a traditional English-style Ale and made it our own.  Delightful on its own or as a digestif with a full-bodied cigar, Big Dick’s is also big enough to stand up to many boldly-flavored foods."",""style"":""Old Ale"",""category"":""British Ale""}",1,17,1
+brasserie_lefebvre-blanche_de_bruxelles_mannekin_pis,0,0,244490043393,"{""name"":""Blanche de Bruxelles Mannekin Pis"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_lefebvre"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+deschutes_brewery-cascade_golden_ale,0,0,244607680512,"{""name"":""Cascade Golden Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Gracing the expansive Western skyline in Central Oregon, the Three Sisters—Faith, Hope and Charity—are three prominent peaks in the Cascade mountain range.  Local folklore credits the naming to 19th Century fur trappers."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+san_diego_brewing-amber,0,0,244990083072,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+firehouse_grill_brewery-pale_ale,0,0,244608991232,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+meantime_brewing_company_limited-london_porter,0,0,244873822208,"{""name"":""London Porter"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""meantime_brewing_company_limited"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,42,1
+allagash_brewing,0,0,244362772480,"{""name"":""Allagash Brewing"",""city"":""Portland"",""state"":""Maine"",""code"":""4103"",""country"":""United States"",""phone"":""1-800-330-5385"",""website"":""http://www.allagash.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Allagash Brewing Company sold its first batch of beer in the summer of 1995. The Allagash story, however, has roots that go much further back then the ten years the Portland, Maine brewery has been in operation. The roots go into the early 1990's when founder Rob Tod saw something missing in the American beer market. They are interwoven in the craft brewing movement that has allowed the creativity of brewers to flourish over the last twenty years, and those same roots have ties that go back centuries-to the monasteries of Belgium, whose own ancient brewing methods are now practiced today by the brewers of Allagash. Allagash began as a one-man operation, with Tod assuming all brewing duties in a small space located in a building on the outskirts of the maritime city of Portland. Tod had worked in brewery settings before and recognized a void within the craft brewing movement. While both German and British styles had become prevalent throughout the U.S., the ever-creative Belgian-styles were very difficult to find. Through his travels, Tod had sampled many of these unique beers and felt that the flavors and traditions of this European nation needed to be shared with the American drinking public. He designed a small 15-barrel brewhouse specifically to embrace the Belgian tradition of beer making, gathered the finest array of authentic raw materials and began his quest towards the production of traditional Belgian style ales. Allagash began with the release of its Allagash White, modeled after the traditional White beers of Belgium. Also referred to as wit beers, they get their unique flavor from the use of wheat in place of barley, Curacao orange peel and the careful sprinkling of coriander and other spices. Allagash combined these ingredients with their very own proprietary Belgian yeast strain to create the remarkably unique and refreshing beer that is today their flagship brand. Allagash White developed a strong cult following around the Portland area where it was available at selected draft accounts. Due to its immediate success, the beer was soon made available in 12-ounce six-packs throughout the state of Maine. With the success of the first brand, Rob realized two things: The public was asking for some new styles and the workload was getting to be too much for one person. Soon after, two experienced brewers were hired and Allagash released their second brew, Allagash Double Ale. Using the philosophy and techniques created by the Trappist Monks of Belgium centuries ago, the staff created this beer using seven different malts, a traditional sugar, and their own Belgian yeast strain. The result was another unique yet balanced beer crafted in the classic Belgian style. To truly appreciate the classic styles and brewing traditions of Belgium, one must experience beer created in the classic Belgian package. This is why Allagash, after an extensive period of research, released their distinctive Reserve line of cork finished 750 ML bottles. This unique line employs the ancient tradition referred to as the méthode champenoise. The technique calls for two fermentations, one in the Brewery's fermenting tanks and the second in the bottle itself. It is this second fermentation that produces a notable increase in carbonation, a softer mouthfeel, and beers of remarkable complexity. This method of bottle conditioning leaves a small amount of yeast in the bottle, creating what is known as a living beer. As a result, these styles have a greatly enhanced shelf life and some styles will age exceptionally, much like a fine wine. Just as the styles originate in Belgium, so does the package itself. To insure authenticity, Allagash imports the bottles and corks directly from the same country that designed the techniques. This enables the beers to reach carbonation levels similar to champagne while allowing the corks to pop characteristically upon serving. Today, Allagash still remains one of very few breweries in North America using this distinctive package. From the very beginning, Allagash has strived to produce the finest Belgian-style and experimental ales this side of the Atlantic. It began as New England's original Belgian-Style brewery and has grown into one of the industry's most distinguished and well-respected brands. Following the time-tested brewing traditions of ancient Belgium, Allagash now produces a broad-ranging portfolio of artisanal beers with uncompromising quality."",""address"":[""100 Industrial Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.7028,""lon"":-70.3166}}",1,16,1
+caldera_brewing-pilsener_bier,0,0,244479950851,"{""name"":""Pilsener Bier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A true German-style pilsener, fermented at 43 degrees and cold lagered for eight weeks."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,15,1
+brasserie_de_cazeau,0,0,244361854977,"{""name"":""Brasserie de Cazeau"",""city"":"""",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Farm-brewery located in South Belgium."",""address"":[]}",1,13,1
+grizzly_peak_brewing,0,0,244750680065,"{""name"":""Grizzly Peak Brewing"",""city"":""Ann Arbor"",""state"":""Michigan"",""code"":""48104"",""country"":""United States"",""phone"":""1-734-741-7325"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""120 West Washington Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.2805,""lon"":-83.749}}",1,41,1
+piece-top_heavy_hefeweizen,0,0,244999716864,"{""name"":""Top Heavy Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""piece"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,47,1
+brauerei_herrenhausen-weizen_bier,0,0,244489650177,"{""name"":""Weizen Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_herrenhausen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+s_a_damm-estrella_levante_sin_0_0_alcohol,0,0,244989624322,"{""name"":""Estrella Levante Sin 0.0% Alcohol"",""abv"":1.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""s_a_damm"",""updated"":""2011-07-14 08:54:53"",""description"":"""",""style"":""Baltic-Style Porter"",""category"":""Other Lager""}",1,21,1
+sly_fox_brewhouse_and_eatery_royersford-route_113_ipa,0,0,245107982336,"{""name"":""Route 113 IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""A big, flavorful IPA for all the hopheads out there, brewed with British Pale and Crystal malts, and hopped with Centennial, Cascade, German Northern Brewer, & UK East Kent Goldings. Bold and spicy."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+east_end_brewing_company-east_end_witte,0,0,244610105345,"{""name"":""East End Witte"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""east_end_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A \""Belgian White\"" wheat beer, gently spiced with (new!) coriander and bitter orange peel. Light bodied with hints of orange and lemon. A great beer for hot weather or for those looking for something lighter all year round."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,9,1
+brasserie_artisanale_de_rulles,0,0,244370767877,"{""name"":""Brasserie Artisanale de Rulles"",""city"":""Habay-Rulles"",""state"":""Luxembourg"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)63-41-18-38"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Maurice Grevisse 36""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.7185,""lon"":5.5571}}",1,33,1
+karl_strauss_brewery_gardens_sorrento_mesa-red_trolley_ale,0,0,244751990784,"{""name"":""Red Trolley Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,44,1
+midnight_sun_brewing_co-bathtub_gin_gruit_ale,0,0,244874346497,"{""name"":""Bathtub Gin Gruit Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This gruit ale was inspired by the Phish song of the same name. A traditional gruit in style, Bathtub Gin was brewed without hops. Instead Ben spiced his beer with botanicals typically used to flavor gin: juniper berries, orris root, angelica root, grains of paradise, lemon peel, orange peel and coriander. The result is intensely fragrant, flavorful and fabulous."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,43,1
+bullfrog_brewery-inspiration_red,0,0,244485718016,"{""name"":""Inspiration Red"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big addition of caramel and Munich malts give this beer its rich mahogany color along with its juicy palate. Its medium body and wonderful balance of hops from the Pacific Northwest make this a luscious and aromatic brew."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+erie_brewing_company-golden_fleece_maibock,0,0,244608335874,"{""name"":""Golden Fleece Maibock"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""As spring emerges, Golden Fleece Maibock captures center stage. This fine lager is a pleasurable reward for enduring the doldrums of Erie Pennsylvania’s harsh Lake-Effect ice and snowstorms. Celebrate the transition into spring! Golden Fleece Maibock’s deep golden color leads into a sweet malty flavor with a light hop finish. Maibock says, “RAM IT” to winter with 8.5% alcohol by volume – just enough to take the chill off your day."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,5,1
+hops_haven_brew_haus-maslifter_oktoberfest,0,0,244735148033,"{""name"":""Maslifter Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,3,1
+aass_brewery-genuine_pilsner,0,0,244378894336,"{""name"":""Genuine Pilsner"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aass_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Aass Genuine Pilsner is a premium \""lager\"" produced in accordance with the \""Purity law\"". The malted barely is a pilsnermalt produced in the Sandinavian countries. We use the very best of hops known under the name as Sazer and Hallertau, and the liquid is pure Norwegian mountain water.\r\n\r\nThe pilsner is largered at cool temperatures, and it is allowed to mature for as long at 3 months before bottling. \r\n\r\nThe beer is sold in a caracteristic nice- looking green bottel containing 11.2 fl. oz or 330 ml."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,55,1
+brouwerij_verhaeghe-vichtenaar,0,0,244496531458,"{""name"":""Vichtenaar"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_verhaeghe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+avery_brewing_company,0,0,244360740864,"{""name"":""Avery Brewing Company"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80303"",""country"":""United States"",""phone"":""1-877-844-5679"",""website"":""http://www.averybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established in 1993, Avery Brewing Co. is a family owned and operated micro-brewery dedicated to brewing the finest quality English and Belgian style ales.. From humble beginnings, brewing 800 barrels of three different beers in 1994, we have progressed to brewing 13,000 barrels of twenty different beers in 2007. We attribute this success to beer drinkers gravitating to beers with more interesting flavor profiles. The unique flavor complexity of Avery beers occurs through a combination of sparing no expense with regard to ingredients and our hopping methods. Sparing no expense means using lots of specialty malts, imported hops, such as Styrian Goldings, and imported Belgian candy sugar."",""address"":[""5763 Arapahoe Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0166,""lon"":-105.219}}",1,10,1
+barley_creek_brewing-old_99_barley_wine,0,0,244361330690,"{""name"":""Old '99 Barley Wine"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""First brewed in 1998 to be served on our fifth anniversary (December 15, 1999), this beer just gets better every year. And, every year around our anniversary, we brew a new vintage. With an original gravity of 1099, this Barley Wine is dark and sweet, and is served in a snifter like an after-dinner drink. You'll want to savor it slowly."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,12,1
+lafayette_brewing,0,0,244734558210,"{""name"":""Lafayette Brewing"",""city"":""Lafayette"",""state"":""Indiana"",""code"":""47901"",""country"":""United States"",""phone"":""1-765-742-2591"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""622 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4194,""lon"":-86.89}}",1,1,1
+appalachian_brewing_company-anniversary_maibock,0,0,244379877377,"{""name"":""Anniversary Maibock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Maibock style was traditionally produced in the winter and released in early May to celebrate the coming of Spring. This malty lager is deep golden in color and medium in body. The finish holds a bold sweetness that is balanced by a subtle hop flavor and aroma. \r\n\r\nWe will be releasing this beer every spring in celebration of our Anniversary."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,58,1
+brewery_de_troch-chapeau_tropical_lambic,0,0,244477984769,"{""name"":""Chapeau Tropical Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,11,1
+midnight_sun_brewing_co-panty_peeler_tripel,0,0,244875722753,"{""name"":""Panty Peeler Tripel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Free spirited Panty Peeler pours rambunctiously into your glass, releasing its engaging aroma. Curacao (bitter) orange peel and coriander create a beautiful yet bolder tripel by infusing color, citrus and spice. Belgian yeast adds playful character. Bottle conditioning assures a perfectly heady experience.\r\n\r\nBrewed as a Belgian tripel but with American boldness, Panty Peeler is delicious yet spirited. Originally named Extreme Polar White Bier, it got nicknamed \""Panty Peeler\"" along the way. Then we translated it to French for a while: E'pluche-culotte. Now we're back to calling it Panty Peeler and we've kicked up the coriander and orange peel to represent its original design.\r\n\r\nAvailability:\r\nAK - 22-oz bottles (year-round) and draft (on occasion)\r\nOR - 22-oz bottles (year-round)"",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,46,1
+labatt_ontario_breweries-labatt_crystal,0,0,244750614530,"{""name"":""Labatt Crystal"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Crystal was introduced to Ontario in the late 1800s as one of the first lagers brewed by Labatt. World-renowned Saaz hops are used to give this beer a clean, almost sweet taste which nicely balances the fuller body, higher bitterness and richer taste typically associated with traditional lagers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,40,1
+victory_brewing-v_saison,0,0,245746696192,"{""name"":""V-Saison"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our latest release in the V Series of bottle conditioned, Belgian-inspired ales is heady with an earthy, aromatic hop start. Involving hops from the Czech Republic, Germany and England, this flavorful ale slides into flavors of honey and mildly tart fruit. Leaving a refreshing impression of  dryness, this is a quenching, invigorating ale, despite it substantial strength  at 7.5% abv."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,20,1
+cervecera_jerome-rubia,0,0,244476936195,"{""name"":""Rubia"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_jerome"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+egan_brewing-cow_palace_scotch_ale_2000,0,0,244609253376,"{""name"":""Cow Palace Scotch Ale 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,7,1
+brauerei_hrlimann,0,0,244479361025,"{""name"":""Brauerei Hrlimann"",""city"":""Zrich"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-01-/-288-26-26"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brandschenkestrasse 150""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.3642,""lon"":8.5245}}",1,14,1
+barley_creek_brewing,0,0,244380401664,"{""name"":""Barley Creek Brewing"",""city"":""Tannersville"",""state"":""Pennsylvania"",""code"":""18372"",""country"":""United States"",""phone"":""1-570-629-9399"",""website"":""http://www.barleycreek.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Located in Tannersville, right off route 80's exit 299 in between the Crossings Outlet Stores and Camelback Ski area (Camelbeach Water Park, Barley Creek is the Pocono Mountains' Original Brewpub and Restaurant, where you can always find great food, freshly brewed beer, a comfortable atmosphere, friendly people, and a unique place to kick back, relax and have a great time. Bring your friends, bring your family, bring your friends' families. We are open every day at 11:01am, and serve dinner till about 10pm. On Friday and Saturday we are serving dinner till about 11:00pm. The bar stays open a little longer (so you can finish your fun if you ordered food just before the kitchen closed) Cheers!"",""address"":[""RR 1 Box 185""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.0523,""lon"":-75.3354}}",1,59,1
+gottberg_brew_pub-toil_trubbel_dubbel,0,0,244607287297,"{""name"":""Toil & Trubbel Dubbel"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+hoffbrau_steaks_brewery_1-oktoberfest,0,0,244753629185,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,48,1
+hapa_s_brew_haus_and_restaurant-moonset_lager,0,0,244734164993,"{""name"":""Moonset Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+c_b_potts_of_cheyenne-big_horn_hefeweizen,0,0,244498038785,"{""name"":""Big Horn Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,56,1
+baltika_breweries-baltika_6,0,0,244362969090,"{""name"":""Baltika 6"",""abv"":7.0,""ibu"":20.0,""srm"":30.0,""upc"":2147483647,""type"":""beer"",""brewery_id"":""baltika_breweries"",""updated"":""2011-02-15 20:00:29"",""description"":""appearance:  deep, dark brown to black, deep tan head\nsmell/taste: sweet, malty, roasted coffee, molasses\nfull-bodied, smooth, minimal carbonation \n"",""style"":""Baltic-Style Porter"",""category"":""Other Lager""}",1,17,1
+brauerei_gbr_maisel_kg-maisel_s_weisse_kristall,0,0,244490108928,"{""name"":""Maisel's Weisse Kristall"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_gbr_maisel_kg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,39,1
+dick_s_brewing-cream_stout,0,0,244607746048,"{""name"":""Cream Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,4,1
+saxer_brewing,0,0,244990083073,"{""name"":""Saxer Brewing"",""city"":""Lake Oswego"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.4207,""lon"":-122.671}}",1,22,1
+flat_earth_brewing_company-flat_earth_belgian_style_pale_ale,0,0,244608991233,"{""name"":""Flat Earth Belgian-style Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flat_earth_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,6,1
+michigan_brewing-high_seas_ipa,0,0,244873822209,"{""name"":""High Seas IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our interpretation of a legendary style ale is not for the timid. Assertively hoppy and dangerously seductive. A skillful blend of three premium barley malts with generous amounts of Northern Brewer and Cascade Hops creates a special ale to satisfy even the most demanding palate."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,42,1
+amherst_brewing_company-heather_ale,0,0,244362772481,"{""name"":""Heather Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""2003 Silver medal winner herb and spice catagory Great American Beer Fest, made without hops, 100% heather flowers giving it a flowery aroma, subtle sweetness, and crisp, clean finish."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,16,1
+carmel_brewing-amber_ale,0,0,244480016384,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carmel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,15,1
+brasserie_de_l_abbaye_des_rocs-ambree,0,0,244361854978,"{""name"":""Ambree"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+grolsche_bierbrouwerij-grolsch_premium_weizen,0,0,244750811136,"{""name"":""Grolsch Premium Weizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grolsche_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""Grolsch Premium Weizen is the main wheat beer made by Grolsch.\r\nIt is made according to the German Reinheitsgebot (\""German Beer Purity Law\""), meaning that it is made exclusively with (wheat)malt, water, hoppes and barley."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+pinehurst_village_brewery-double_eagle_scotch_ale,0,0,244999716865,"{""name"":""Double Eagle Scotch Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pinehurst_village_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+brouwerij_lindemans,0,0,244489650178,"{""name"":""Brouwerij Lindemans"",""city"":""Vlezenbeek"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-025-69-03-90"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lenniksebaan 257""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.818,""lon"":4.2307}}",1,38,1
+sacramento_brewing_company-brewhouse_lager,0,0,244989624323,"{""name"":""Brewhouse Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A light all malt lager with delicate hop finish."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+sprecher_brewing-hefe_weiss,0,0,245108047872,"{""name"":""Hefe Weiss"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This coarse-filtered wheat ale is fermented with a German yeast culture for a refreshingly light spiciness and hints of citrus fruit. A cloudy appearance and an immense creamy head are characteristic of this lightly hopped Bavarian Brew."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,23,1
+eder_heylands,0,0,244610105346,"{""name"":""Eder & Heylands"",""city"":""Großostheim"",""state"":""Bavaria"",""code"":""63762"",""country"":""Germany"",""phone"":""+49 6026 5090"",""website"":""http://www.eder-heylands.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Eder & HeylandS is a privately owned brewery in the north-western part of Bavaria (about 50 km east of Frankfurt). The brewery was founded in 1872 and is ever since managed by the Eder's family."",""address"":[""Aschaffenburger Straße 3-5""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.9211,""lon"":9.0715}}",1,9,1
+brasserie_brouwerij_cantillon-gueuze_bio_organic_gueuze,0,0,244370833408,"{""name"":""Gueuze Bio / Organic Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,33,1
+kirin_brewery_company_ltd,0,0,244751990785,"{""name"":""Kirin Brewery Company, Ltd"",""city"":"""",""state"":"""",""code"":"""",""country"":""Japan"",""phone"":"""",""website"":""http://www.kirin.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,44,1
+midnight_sun_brewing_co-rondy_brew_2009,0,0,244874346498,"{""name"":""Rondy Brew 2009"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""RondyBrew 2009 is a rendezvous of playful pale malts and feisty American hops, designed to exhilarate your winter-weary soul. This copper-colored ale delivers citrusy and refreshing hop aroma and flavor.\r\n\r\nThis year’s label features Rondy’s hottest event: The Running of the Reindeer. If you’re suffering from cabin fever, get out and run with the herd. But ready, set, RUN because this beer is only available for a limited time.\r\n\r\nRondyBrew adds refreshment and celebration to the festive fare and entertaining events enjoyed during Anchorage’s Fur Rondy Festival."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+bullfrog_brewery,0,0,244485718017,"{""name"":""Bullfrog Brewery"",""city"":""Williamsport"",""state"":""Pennsylvania"",""code"":""17701"",""country"":""United States"",""phone"":""570.326.4700"",""website"":""http://www.bullfrogbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Bullfrog Brewery, located in downtown Williamsport, Pa, is an award-winning microbrewery / restaurant and has quickly grown into one of the largest attractions in Northcentral Pennsylvania. Established in August, 1996, our goal is to provide a pleasant atmosphere and the best in food and beer. The Bullfrog Brewery, in competition with thousands of craft-brewed beers from different breweries around the world, recently won a World Beer Cup Gold Medal and Silver Medal. Along with our award-winning brews we offer live entertainment, ranging from jazz to Celtic music and everything in between. So come on in, explore the site and then make plans to stop in and enjoy the best brewery in all of Northcentral Pennsylvania."",""address"":[""231 W. Fourth Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2404,""lon"":-77.0057}}",1,28,1
+faultline_brewing_1-india_pale_ale_ipa,0,0,244608401408,"{""name"":""India Pale Ale (IPA)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,5,1
+jack_s_brewing-penalty_shot_porter,0,0,244735148034,"{""name"":""Penalty Shot Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+alaus_darykla_kalnapilis-export,0,0,244378894337,"{""name"":""Export"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaus_darykla_kalnapilis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+burton_bridge_brewery-thomas_sykes_barleywine,0,0,244496531459,"{""name"":""Thomas Sykes Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burton_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+backcountry_brewery,0,0,244360740865,"{""name"":""Backcountry Brewery"",""city"":""Frisco"",""state"":""Colorado"",""code"":""80443"",""country"":""United States"",""phone"":""1-970-668-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""720 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.5765,""lon"":-106.094}}",1,10,1
+biddy_early_brewery-red_biddy_real_biddy,0,0,244361396224,"{""name"":""Red Biddy / Real Biddy"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""biddy_early_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+lakefront_brewery-cattail_ale,0,0,244734623744,"{""name"":""Cattail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+arcadia_brewing-anglers_ale,0,0,244379877378,"{""name"":""Anglers Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+bridgeport_brewing-beer_town_brown,0,0,244478050304,"{""name"":""Beer Town Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+minhas_craft_brewery-berghoff_hefeweizen,0,0,244875788288,"{""name"":""Berghoff Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minhas_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+lobkowiczk_pivovar_vysok_chlumec,0,0,244872839168,"{""name"":""Lobkowiczk Pivovar Vysok Chlumec"",""city"":""Vysok Chlumec"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-318-865-321"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""CZ-262 52 Vysok Chlumec""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.6206,""lon"":14.3837}}",1,40,1
+viking_brewing,0,0,245746696193,"{""name"":""Viking Brewing"",""city"":""Dallas"",""state"":""Wisconsin"",""code"":""54733"",""country"":""United States"",""phone"":""1-715-837-1824"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""234 Dallas Street West""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.2585,""lon"":-91.8181}}",1,20,1
+chelsea_brewing_company-henry_hudson_ipa,0,0,244477001728,"{""name"":""Henry Hudson IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chelsea_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+eldridge_pope_and_co-royal_oak_pale_ale,0,0,244609253377,"{""name"":""Royal Oak Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eldridge_pope_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+brauerei_locher_ag,0,0,244479361026,"{""name"":""Brauerei Locher AG"",""city"":""Appenzell"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-071-/-787-13-18"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Alte Eggerstandenstrasse 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.3301,""lon"":9.4135}}",1,14,1
+barley_s_brewing_1-pale_ale,0,0,244380467200,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_s_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+great_divide_brewing-hot_shot_esb,0,0,244734623744,"{""name"":""Hot Shot ESB"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""HotShot ESB is an easy-drinking and remarkably smooth Extra Special Bitter, brewed in the classic-English style. More assertively hopped than ordinary bitters, light copper-colored HotShot showcases clean hop flavors, balanced by its slightly fruity nose and light-caramel malt character.\r\n\r\nWhile HotShot is one of Great Divide’s easiest-drinking and lower alcohol beers, its complex flavor profile makes it the perfect session beer for craft beer lovers."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,2,1
+hoffbrau_steaks_brewery_2-yellow_rose_cream_ale,0,0,244753694720,"{""name"":""Yellow Rose Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+hereford_hops_steakhouse_and_brewpub_3-lichthouse_lager,0,0,244734230528,"{""name"":""Lichthouse Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+c_b_potts_of_cheyenne-big_horn_wyoming_blonde,0,0,244498038786,"{""name"":""Big Horn Wyoming Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+barley_creek_brewing-iron_arm_belgian_style_wheat,0,0,244363034624,"{""name"":""Iron Arm Belgian Style Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian-style summer favorite. Malted wheat, Pale, Munich and Cara Vienna malt, then moderately hopped with Saaz and a double dose of Hallertau. Served unfiltered with an orange wedge, this is fun in a glass."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,17,1
+brauerei_und_altbierkche_pinkus_mller-jubilate_special_reserve_anniversary_ale,0,0,244490174464,"{""name"":""Jubilate Special Reserve Anniversary Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_und_altbierkche_pinkus_mller"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+dogfish_head_craft_brewery-90_minute_ipa,0,0,244607746049,"{""name"":""90 Minute IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Esquire Magazine calls our 90 Minute .IPA., \""perhaps the best I.P.A. in America.\"" An Imperial I.P.A. brewed to be savored from a snifter. A big beer with a great malt backbone that stands up to the extreme hopping rate. This beer is an excellent candidate for use with Randall The Enamel Animal!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,4,1
+seabright_brewery-amber,0,0,244990083074,"{""name"":""Amber"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+george_gale_company-millennium_brew,0,0,244609056768,"{""name"":""Millennium Brew"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""george_gale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+alaskan_brewing-alaskan_pale,0,0,244378632192,"{""name"":""Alaskan Pale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Golden Ale. A blonde, lighter bodied beer with a floral aroma and a crisp, hoppy finish that's not bitter. The hop character of Alaskan Pale is due to dry hopping by hand during the fermentation process.\r\n\r\nA clean, softly malted body with a hint of citrus overtones, followed by a hop-accented dry, crisp finish.\r\n\r\nAlaskan Pale is made from glacier-fed water and a generous blend or European and Pacific Northwest hop varieties and premium two-row pale and specialty malts. Our water originates in the 1,500 square-mile Juneau Ice Field and the more than 90 inches or rainfall we receive each year."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,54,1
+mickey_finn_s_brewery-imperial_delusion,0,0,244873887744,"{""name"":""Imperial Delusion"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+anchor_brewing-porter,0,0,244362772482,"{""name"":""Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,16,1
+cigar_city_brewing-marshal_zhukov_s_imperial_stout,0,0,244480016385,"{""name"":""Marshal Zhukov's Imperial Stout"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Russian Imperial Stout is dedicated to Gregory Zhukov. Arguably one of World War II's finest generals and a man bold enough to appreciate the rich, complex flavors of a beer brewed to fortify a body through the Russian winter. Like military geniuses, Russian Imperial Stouts reach their peak with a little age on them, so we release Marshal Zhukov's Russian Imperial Stout in sweltering August so that it will be at peak flavor come January or February.\r\n\r\nOpaque black in color, the aroma has notes of espresso, chocolate, dark sweet toffee with hints of black strap molasses. The flavor starts with an unsweetened chocolate character and supporting notes of herbal dryness from English hop varietals. It then moves into dark toffee sweetness and closes with a slap of roasty espresso. Zhukov's Imperial Stout pairs well with Mushroom Solyanka, dark chocolate, cherries and ground wars in Russia.  Enjoy, comrade."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,15,1
+brauhaus_johann_albrecht_dsseldorf-kupfer,0,0,244478902272,"{""name"":""Kupfer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_dsseldorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+harpoon_brewery_boston-harpoon_ufo_hefeweizen,0,0,244750811137,"{""name"":""Harpoon UFO Hefeweizen"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""From Harpoon's site:\r\n\r\n\""UFO Hefeweizen is an American unfiltered wheat beer.  Perhaps UFO’s initial sensory perception is also its most prominent: a cloudy golden color and a dense, frothy head.  The yeast, which has not been filtered out, accounts for the cloudiness of UFO.  Wheat malt tends to create a larger head than barley malt, the cereal grain most often used in brewing.  When served in a traditional wheat beer glass with a lemon, UFO presents an appealing and distinctive visual image.\r\n\r\nThe aroma has a faint but clear citrus-like character.  This is produced by the special yeast and accounts for the Bavarian tradition of serving hefeweizens with a lemon.  The lemon accentuates the yeast’s fruity, tart fragrance.  UFO has a soft mouthfeel and a refreshing, light body.  The wheat malts and subtle hopping give the beer a mild, delicate flavor.  UFO has a clean finish.  Unlike some imported hefeweizens, UFO does not have the spicy, tropical flavors typical of European-brewed style.\r\n\r\nThe overall character is a cloudy appearance with a citrus-like aroma, light body, and clean finish.  Serve with a lemon.\"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,41,1
+pinehurst_village_brewery,0,0,244999782400,"{""name"":""Pinehurst Village Brewery"",""city"":""Aberdeen"",""state"":""North Carolina"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.1315,""lon"":-79.4295}}",1,47,1
+brouwerij_sint_jozef-limburgse_witte,0,0,244489781248,"{""name"":""Limburgse Witte"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sint_jozef"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+salado_creek_brewing_company-honey_bock,0,0,244989689856,"{""name"":""Honey Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""salado_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,21,1
+stevens_point_brewery-augsburger_dark,0,0,245108047873,"{""name"":""Augsburger Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,23,1
+egan_brewing-abbot_pennings_grand_cru,0,0,244610105347,"{""name"":""Abbot Pennings Grand Cru"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+brasserie_d_achouffe-mcchouffe,0,0,244370833409,"{""name"":""McChouffe"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_achouffe"",""updated"":""2010-07-22 20:00:20"",""description"":""Description : Dark Ale, strong, spicy, lightly hoppy, with evoluting taste. Natural Beer, bottle refermented, unfiltered, not pasteurised and without any additives\r\n\r\nAlcohol : 8,5% alc./vol.\r\n\r\nOriginal gravity : 16 °Plato\r\n\r\nStorage : Store the bottles vertically in a cold place, sheltered from light. The yeast deposit can either be drunk or left according to taste\r\n\r\nServe at : 8 to 12°C (botlle)"",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,33,1
+lake_superior_brewing-old_man_winter_warmer_2002,0,0,244751990786,"{""name"":""Old Man Winter Warmer 2002"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_superior_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+midnight_sun_brewing_co-sockeye_red_ipa,0,0,244874412032,"{""name"":""Sockeye Red IPA"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+butte_creek_brewing-organic_porter,0,0,244485718018,"{""name"":""Organic Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""butte_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,28,1
+flying_fish_brewing_company-exit_16_wild_rice_double_ipa,0,0,244608401409,"{""name"":""Exit 16 - Wild Rice Double IPA"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The fourth stop on our multi-year trip to explore New Jersey takes us to one of the most maligned places in the state- the Hackensack Meadowlands. It’s the place usually identified with landfills, pipelines, mob burials (alleged) and sports teams that say they’re from New York.\r\n\r\nAlthough no longer home to forests of giant cedars and salt hay marshes teeming with aquatic life, the Meadowlands is still an amazingly diverse ecosystem providing vital animal and plant habitat. In a nod to a once common food plant here, we’ve brewed this beer with wild rice. We also used brown and white rice, as well as two malts.\r\n\r\nRice helps the beer ferment dry to better showcase the five different hops we’ve added. Lots and lots of them. We then dry-hopped this Double IPA with even more-generous additions of Chinook and Citra hops to create a nose that hints at tangerine, mango, papaya and pine."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,5,1
+john_harvard_s_brewhouse_wilmington-pale_ale,0,0,244735213568,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brewhouse_wilmington"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,3,1
+ali_i_brewing-macadamia_nut_brown,0,0,244378959872,"{""name"":""Macadamia Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+callahan_s_pub_and_brewery-christmas_ale,0,0,244496596992,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""callahan_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+barley_john_s_brewpub-sunny_summer_ale,0,0,244360806400,"{""name"":""Sunny Summer Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_john_s_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+bill_s_tavern_brewhouse,0,0,244361396225,"{""name"":""Bill's Tavern & Brewhouse"",""city"":""Cannon Beach"",""state"":""Oregon"",""code"":""97110"",""country"":""United States"",""phone"":""1-503-436-2202"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""188 North Hemlock""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.8981,""lon"":-123.961}}",1,12,1
+liberty_steakhouse_and_brewery-patriot_porter,0,0,244734623745,"{""name"":""Patriot Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+arcadia_brewing-starboard_stout,0,0,244379942912,"{""name"":""Starboard Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,58,1
+broad_ripple_brewing-extra_special_bitter,0,0,244478050305,"{""name"":""Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+new_holland_brewing_company-red_tulip,0,0,244875788289,"{""name"":""Red Tulip"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A red ale with rich and smooth flavors of malted barley, balanced by underlying hints of dark fruit. Brewed in homage to our hometown tulip festival, Red Tulip evokes spring’s renewing spirit. Excellent with roasted pork, red-meats and dried fruit.""}",1,46,1
+magic_hat-odd_notion_spring_08,0,0,244872904704,"{""name"":""Odd Notion Spring 08"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,40,1
+walking_man_brewery,0,0,245746761728,"{""name"":""Walking Man Brewery"",""city"":""Stevenson"",""state"":""Washington"",""code"":""98648"",""country"":""United States"",""phone"":""509.427.5520"",""website"":""http://www.walkingmanbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""240 SW First Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.6922,""lon"":-121.885}}",1,20,1
+clipper_city_brewing_co,0,0,244477001729,"{""name"":""Clipper City Brewing Co."",""city"":""Baltimore"",""state"":""Maryland"",""code"":""21227"",""country"":""United States"",""phone"":""1-410-247-7822"",""website"":""http://www.ccbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At Clipper City our mission is to bring back the local brewery, and to do it in such a way that we are more than just a fringe player, but a positive part of our area. To accomplish this mission we have created a broad portfolio of products and brands with enough diversity that we have at least one beer that can appeal to everyone. Whether your preference is for a classic American style lager beer, or a big, challenging Hop Cubed Ale, we have a something that will suit your taste. Our goal is to brew beers for people who dare to walk up to the edge of the mountain and actually jump forward.  Our beers are for those who chart a bolder course.   Our brewery is named for the famed Clipper ship - first developed and built in our home port of Baltimore. The Clipper ship is the symbol for a strong nautical and maritime heritage with a commitment to craftsmanship of the highest caliber. It captures both the hardy nature of our working class history and the romance of what lies on the seas ahead. Why be normal when you can be EXTRAARGHdinary?  We believe in bringing beer drinkers the quality and flavor of a handcrafted beer while supporting the local communities we serve."",""address"":[""4615-B Hollins Ferry Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.2308,""lon"":-76.6751}}",1,8,1
+elysian_brewery_public_house-avatar_jasmine_ipa,0,0,244609253378,"{""name"":""Avatar Jasmine IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+brimstone_brewing,0,0,244479426560,"{""name"":""Brimstone Brewing"",""city"":""Frederick"",""state"":""Maryland"",""code"":""20176"",""country"":""United States"",""phone"":""1-888-258-7434"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4607 Wedgewood Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.3628,""lon"":-77.4265}}",1,14,1
+beach_chalet_brewery-alexander_alt,0,0,244380467201,"{""name"":""Alexander Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_chalet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,59,1
+green_bay_brewing-helles_bock,0,0,244734689280,"{""name"":""Helles Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,2,1
+holsten_brauerei-edel,0,0,244753694721,"{""name"":""Edel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""holsten_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+high_point_wheat_beer_company,0,0,244734230529,"{""name"":""High Point Wheat Beer Company"",""city"":""Butler"",""state"":""New Jersey"",""code"":""7405"",""country"":""United States"",""phone"":""(973) 838-7400"",""website"":""http://www.ramsteinbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Founded in 1994, the High Point Brewing Company is the first exclusive wheat beer brewery in America. The founder and driving force of High Point is award-winning homebrewer, Greg Zaccardi. After working as a brewer in southern Germany, Greg returned to the US to open his brewery. His Ramstein beers are made with the same care and precision he learned in Germany. In fact, the wheat, barley, hops and yeast used in Ramstein are all imported directly from Bavaria."",""address"":[""22 Park Place""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.0016,""lon"":-74.3403}}",1,0,1
+capital_brewery-capital_prairie_gold,0,0,244498104320,"{""name"":""Capital Prairie Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,56,1
+beach_chalet_brewery-playland_pale_ale,0,0,244363100160,"{""name"":""Playland Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_chalet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+brauereigasthof_adler,0,0,244490174465,"{""name"":""Brauereigasthof Adler"",""city"":""Herbertingen"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7586-/-378"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ortsstrae 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.0778,""lon"":9.3996}}",1,39,1
+dragonmead_microbrewery-armageddon_grand_cru,0,0,244607811584,"{""name"":""Armageddon Grand Cru"",""abv"":11.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Grand Crus are traditionally known as \""The best beer that a brewery makes.\"" This Belgian-style quad lives up to that name and then some. Available once a year, in May to celebrate our Anniversary."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,4,1
+ship_inn_brewpub-esb,0,0,244990083075,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ship_inn_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+grand_teton_brewing_2,0,0,244736065536,"{""name"":""Grand Teton Brewing #2"",""city"":""Victor"",""state"":""Idaho"",""code"":""83455"",""country"":""United States"",""phone"":""1-208-787-9000"",""website"":""http://www.grandtetonbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""430 Old Jackson Highway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.5984,""lon"":-111.108}}",1,6,1
+anheuser_busch-sun_dog_amber_wheat,0,0,244378632193,"{""name"":""Sun Dog Amber Wheat"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Sun Dog is an unfiltered beer, with a naturally cloudy appearance and fuller texture which allows it to stand up to spicy foods like Thai noodle salads and Cuban sandwiches.  The beer is best served in a tall, wide-mouthed glass which opens up the aromas of the beer and showcases its beautiful long-lasting head of white foam."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,54,1
+minocqua_brewing_company-40_golden_lager,0,0,244873887745,"{""name"":""#40 Golden Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+appalachian_brewing_company-susquehanna_stout,0,0,244362772483,"{""name"":""Susquehanna Stout"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This representation of the classic Irish Dry Stout has a smooth roast flavor due to the use of specially roasted barley. The barley kernels are kilned at very high temperatures until they are dark brown to black in color. \r\nThe Susquehanna River is named after the Susquehannock Indians who settled in our area. This shallow river is over one mile wide in the Harrisburg area and flows from southern New York through Pennsylvania to the Chesapeake Bay."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+commonwealth_brewing_1-famous_porter,0,0,244480016386,"{""name"":""Famous Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""commonwealth_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,15,1
+brouwerij_bavik_de_brabandere-petrus_gouden_tripel_ale,0,0,244478967808,"{""name"":""Petrus Gouden Tripel Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+heller_bru_trum,0,0,244750811138,"{""name"":""Heller Bru Trum"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-56060"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dominikanerstrae 6""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.892,""lon"":10.8853}}",1,41,1
+portsmouth_brewery-5_c_s_ipa,0,0,244999782401,"{""name"":""5 C's IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portsmouth_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our interpretation of a West Coast IPA is golden, medium-bodied ale that is very hop forward.  The use of Cascade, Chinook, Columbus, Centennial and Crystal hops makes this beer a hophead’s dream."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+brouwerij_van_den_bossche-buffalo_belgian_stout,0,0,244489781249,"{""name"":""Buffalo Belgian Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_den_bossche"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+schloss_eggenberg-doppelbock_dunkel,0,0,244989689857,"{""name"":""Doppelbock Dunkel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schloss_eggenberg"",""updated"":""2010-07-22 20:00:20"",""description"":""DoppelBock Dunkel has a pleasant full and creamy body, with a cofeeish aroma. Nicely warming with toffeelike malty sweetness, balanced by a hoppy-bitterness in the finish."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,21,1
+storm_brewing-precipitation_pilsner,0,0,245108047874,"{""name"":""Precipitation Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""storm_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A true North German Style Pilsner. Light in body and packed full of Czech Saaz hops. The distinctive Pilsner aroma and dry, refreshing taste make a great accompaniment to a hot Vanouver day."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,23,1
+egan_brewing-wilsteraner_altbier,0,0,244610170880,"{""name"":""Wilsteraner Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,9,1
+brasserie_de_l_abbaye_de_scourmont_trappistes,0,0,244370833410,"{""name"":""Brasserie de l'Abbaye de Scourmont (Trappistes)"",""city"":""Chimay-Forges"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-060-21-30-63"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Route de Rond Point 294""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.9842,""lon"":4.3111}}",1,33,1
+lion_nathan_australia_hunter_street-hahn_special_vintage_2000,0,0,244874608640,"{""name"":""Hahn Special Vintage 2000"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lion_nathan_australia_hunter_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,44,1
+mill_creek_brewpub-penitentiary_porter,0,0,244874412033,"{""name"":""Penitentiary Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mill_creek_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,43,1
+carver_brewing_co-colorado_trail_nut_brown_ale,0,0,244485718019,"{""name"":""Colorado Trail Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carver_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The slightly roasted flavor and nutty palate with a hint of hops make this beer subtle and drinkable."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,28,1
+founders_brewing-double_trouble_imperial_ipa,0,0,244608466944,"{""name"":""Double Trouble Imperial IPA"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,5,1
+jolly_pumpkin_artisan_ales-oro_de_calabaza,0,0,244735213569,"{""name"":""Oro de Calabaza"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the Franco-Belgian tradition of strong golden ales.  Spicy and peppery with a gentle hop bouquet and the beguiling influence of wild yeast."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,3,1
+alpine_beer_company,0,0,244378959873,"{""name"":""Alpine Beer Company"",""city"":""Alpine"",""state"":""California"",""code"":""91901"",""country"":""United States"",""phone"":""1-619-445-2337"",""website"":""http://www.alpinebeerco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2351 Alpine Boulevard""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":32.8355,""lon"":-116.765}}",1,55,1
+captain_lawrence_brewing_company-sun_block_belgian_style_witte,0,0,244496596993,"{""name"":""Sun Block - Belgian Style Witte"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer was created as a summer thirst quencher, because we all know how hot and humid it can get in New York during the summer. We brewed this beer using both coriander and orange peel in the boil to increase both the aroma and flavor of this beer. Make sure you don’t get burned this summer, drink your Sun Block."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,52,1
+beach_brewing,0,0,244360806401,"{""name"":""Beach Brewing"",""city"":""Orlando"",""state"":""Florida"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":28.5383,""lon"":-81.3792}}",1,10,1
+birra_forst,0,0,244361396226,"{""name"":""Birra Forst"",""city"":""Lagundo / Algund"",""state"":"""",""code"":""0"",""country"":""Italy"",""phone"":""39-0473-260111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Via Val Venosta, 8""]}",1,12,1
+lwenbru_zrich,0,0,244857438208,"{""name"":""Lwenbru Zrich"",""city"":""Zrich"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brandschenkestrasse 150""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.3642,""lon"":8.5245}}",1,1,1
+arthur_guinness_son-guinness_extra_stout,0,0,244379942913,"{""name"":""Guinness Extra Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arthur_guinness_son"",""updated"":""2010-07-22 20:00:20"",""description"":""GUINNESS® Extra Stout is steeped in heritage - a whole costume drama in a bottle. It"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,58,1
+brouwerij_alken_maes-grimbergen_blonde,0,0,244478050306,"{""name"":""Grimbergen Blonde"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_alken_maes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+nordsj_grdsbryggeri,0,0,244875788290,"{""name"":""Nordsj Grdsbryggeri"",""city"":""Motala"",""state"":"""",""code"":"""",""country"":""Sweden"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":58.5366,""lon"":15.0373}}",1,46,1
+manayunk_brewery_and_restaurant-schuylkill_punch,0,0,244872904705,"{""name"":""Schuylkill Punch"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""Ruby colored ale fermented with over 500 pounds of real black and red raspberries for a distinct berry aroma and a tart, sweet flavor. This beer is gently filtered to preserve its delicate profile and is made with both Belgian Ale Yeast and our Proprietary Lager Strain."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,40,1
+wild_goose_brewery_llc,0,0,245746761729,"{""name"":""Wild Goose Brewery, LLC"",""city"":""Fredrick"",""state"":""Maryland"",""code"":""21703"",""country"":""United States"",""phone"":""(301) 694-7899"",""website"":""http://www.wildgoosebrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4607 Wedgewood Blvd.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.3628,""lon"":-77.4265}}",1,20,1
+crabby_larry_s_brewpub_steak_crab_house-calico_jack_amber_ale,0,0,244477067264,"{""name"":""Calico Jack Amber Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, malty beer made with classic American hops for a full and complex flavor. Very smooth in aroma and palate. The caramel overtones leave a nice finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+erie_brewing_company-fallenbock,0,0,244609318912,"{""name"":""Fallenbock"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""History states that the first Oktoberfest was on October 12, 1810: For the commemoration of the marriage between Crown Prince Ludwig and Princess Therese of Saxe-Hildburghausen. Keeping up with Erie Brewing’s German brewing influence, our brewer creates Fallenbock, a classic Oktoberfest lager that is a harmonious marriage of classic malts and hops that has a wonderful clean and crisp flavor to celebrate Autumn and Oktoberfest."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,7,1
+brouwerij_boon,0,0,244479426561,"{""name"":""Brouwerij Boon"",""city"":""Lembeek"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-2-356-66-44"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Fonteinstraat 65""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7123,""lon"":4.2197}}",1,14,1
+beach_chalet_brewery,0,0,244380467202,"{""name"":""Beach Chalet Brewery"",""city"":""San Francisco"",""state"":""California"",""code"":""94121"",""country"":""United States"",""phone"":""1-415-386-8439"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1000 Great Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7694,""lon"":-122.51}}",1,59,1
+grumpy_troll_restaurant_and_brewery,0,0,244734689281,"{""name"":""Grumpy Troll Restaurant and Brewery"",""city"":""Mount Horeb"",""state"":""Wisconsin"",""code"":""53572"",""country"":""United States"",""phone"":""1-608-437-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""105 South Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0081,""lon"":-89.7383}}",1,2,1
+hook_norton_brewery-best_bitter,0,0,244753694722,"{""name"":""Best Bitter"",""abv"":3.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_norton_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+hofmark_brauerei,0,0,244734230530,"{""name"":""Hofmark Brauerei"",""city"":""Cham"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9971-/-3301"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hofmarkstrae 15""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.1672,""lon"":12.6399}}",1,0,1
+carlsberg_bryggerierne-elephant,0,0,244498104321,"{""name"":""Elephant"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlsberg_bryggerierne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,56,1
+bell_s_brewery_inc-bell_s_batch_9000,0,0,244363100161,"{""name"":""Bell's Batch 9000"",""abv"":12.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Black, dense, and rich, this is a great ale for the cellar.\"" This big brew is made with molasses and brewer's licorice."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,17,1
+brewdog_ltd-rip_tide,0,0,244490174466,"{""name"":""Rip Tide"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong, silky smooth imperial stout with a deep, dark ruby appearance. Mocha, bitter chocolate, liquorice and dark cherry flavours prevail, before the balanced, warming and encapsulating finish.\r\n\r\nA contemporary Scottish take on an age old Russian classic style originally brewed for the Tsars. Our interpretation brings together hops from both sides of the Atlantic, amazing flavoured malts and dark sugars.\r\n\r\nLike the original BrewDog, this beer would never bite you but would much rather give you a lick on the face. Look Out!\r\n\r\nServing Suggestion: Enjoy with an air of aristocratic nonchalance"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,39,1
+elysian_brewery_public_house-cyclops_barleywine,0,0,244607811585,"{""name"":""Cyclops Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+sierra_nevada_brewing_co-bigfoot_1999,0,0,244990148608,"{""name"":""Bigfoot 1999"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+green_bay_brewing-marzenbier,0,0,244736065537,"{""name"":""Marzenbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,6,1
+asahi_breweries-kuronama,0,0,244378632194,"{""name"":""Kuronama"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""asahi_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+mountain_sun_pub_brewery-altmans_alt,0,0,244873887746,"{""name"":""Altmans Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mountain_sun_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,42,1
+arcadia_brewing-cocoa_loco,0,0,244362838016,"{""name"":""Cocoa Loco"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""arcadia_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Great chocolate stoudt."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,16,1
+copper_dragon_brewing,0,0,244480081920,"{""name"":""Copper Dragon Brewing"",""city"":""Carbondale"",""state"":""Illinois"",""code"":""62901"",""country"":""United States"",""phone"":""1-618-549-3348"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.7273,""lon"":-89.2168}}",1,15,1
+brouwerij_bavik_de_brabandere-wittekerke,0,0,244478967809,"{""name"":""Wittekerke"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+holsten_brauerei-astra_urtyp,0,0,244750811139,"{""name"":""Astra Urtyp"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""holsten_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+prescott_brewing_company-liquid_amber,0,0,244999847936,"{""name"":""Liquid Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,47,1
+abbaye_de_leffe,0,0,244369195008,"{""name"":""Abbaye de Leffe"",""city"":""Dinant"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dinant""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.2606,""lon"":4.9122}}",1,31,1
+brown_street_brewery,0,0,244489781250,"{""name"":""Brown Street Brewery"",""city"":""Rhinelander"",""state"":""Wisconsin"",""code"":""54501"",""country"":""United States"",""phone"":""1-715-369-2100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""16 North Brown Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.638,""lon"":-89.4127}}",1,38,1
+slab_city_brewing-milkhouse_stout,0,0,244989689858,"{""name"":""Milkhouse Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+stout_brothers_public_house-underground_ipa,0,0,245108113408,"{""name"":""Underground IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+erie_brewing_company-misery_bay_ipa,0,0,244610170881,"{""name"":""Misery Bay IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The view from Oliver Perry Monument across Lake Erie’s historic Misery Bay provides a constant reminder of the hardships endured during the Battle of Lake Erie. Misery Bay IPA is brewed as a tribute to Misery Bay and Graveyard Pond, final resting place for many brave sailors and soldiers. Misery Bay IPA offers a complex malt profile loaded with American hops at 75 IBU’s, and finishes at 6.5 % alcohol by volume."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,9,1
+brasserie_de_la_senne,0,0,244370833411,"{""name"":""Brasserie de la Senne"",""city"":""Sint-Pieters-Leeuw"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-0497-/-93.23.75"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Victor Nonnemansstraat 40a""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7853,""lon"":4.2437}}",1,33,1
+little_apple_brewing-prairie_pale,0,0,244874608641,"{""name"":""Prairie Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+millstream_brewing-maifest,0,0,244874412034,"{""name"":""Maifest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millstream_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,43,1
+cedar_brewing-helles_honey_bock,0,0,244485783552,"{""name"":""Helles Honey Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,28,1
+goose_island_beer_company_clybourn-honker_s_ale,0,0,244608466945,"{""name"":""Honker's Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""Honker’s Ale combines a spicy hop aroma with a rich malt middle to create a perfectly balanced ale that is immensely drinkable. A smooth, drinkable English Bitter for those looking for more from their beer."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,5,1
+krogh_s_restaurant_and_brewpub-old_krogh_oatmeal_stout,0,0,244735213570,"{""name"":""Old Krogh Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+anheuser_busch-bud_ice_light,0,0,244379025408,"{""name"":""Bud Ice Light"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Introduced in 1994."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+cedar_brewing-summer_alt,0,0,244496662528,"{""name"":""Summer Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,52,1
+bierbrouwerij_bavaria-hollandia,0,0,244360806402,"{""name"":""Hollandia"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_bavaria"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+bj_s_restaurant_and_brewery-bj_s_annual_grand_cru,0,0,244361396227,"{""name"":""BJ's Annual Grand Cru"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,12,1
+magic_hat-jinx,0,0,244857438209,"{""name"":""Jinx"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""An ale for dancing bonfires and falling leaves.\r\nJinx prepares the bones for snow. It's a full bodied strong ale the color of maple's golden leaves in the season's fading sun.  Finished with a touch of peat-smoked whiskey malt, Jinx offers sweet, toasty aromas of caramel, tea, and smoke.  Deep flavors of dark candy sugar and warming alcohol notes are balanced by a spicy hop bitterness."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,1,1
+ballast_point_brewing-sculpin_india_pale_ale,0,0,244380008448,"{""name"":""Sculpin India Pale Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Sculpin IPA is a testament to our humble beginnings as Home Brew Mart. Founded in 1992, the Mart continues to be a catalyst for the San Diego brewing scene, setting the trend for handcrafted ales. Inspired by our customers, employees and brewers, the Sculpin IPA is bright with aromas of apricot, peach, mango and lemon. Its lighter body also brings out the crispness of the hops. This delicious Ballast Point Ale took a Bronze Medal at the 2007 Great American Beer Festival in the Pro Am category. The Sculpin fish has poisonous spikes on its fins that can give a strong sting. Ironically, the meat from a Sculpin is considered some of the most tasty. Something that has a sting but tastes great, sounds like a Ballast Point India Pale Ale."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,58,1
+brouwerij_strubbe,0,0,244478115840,"{""name"":""Brouwerij Strubbe"",""city"":""Ichtegem"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-58-81-16"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Markt 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.0923,""lon"":3.01}}",1,11,1
+oggi_s_pizza_and_brewing_vista-irish_stout,0,0,244875788291,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,46,1
+marquette_harbor_brewery_and_restaurant-amber_ale,0,0,244872904706,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marquette_harbor_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,40,1
+wild_river_brewing_and_pizza_cave_junction-nut_brown_ale,0,0,245746761730,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_river_brewing_and_pizza_cave_junction"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,20,1
+cucapa_brewing_company-cucapa_honey_ale,0,0,244477067265,"{""name"":""Cucapa Honey Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cucapa_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Craft Amber Ale, brewed using Honey from Northern Mexico."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+erie_brewing_company-mad_anthony_s_ale,0,0,244609318913,"{""name"":""Mad Anthony's Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Anthony Wayne adopted a military career at the outset of the American Revolutionary War, where his military exploits and fiery personality quickly earned him a promotion to the rank of brigadier general and the sobriquet of \""Mad Anthony\"". Erie Brewing Co’s Classic American Pale Ale features a balanced malt and hop flavor, which we feel the Nutty General would approve of despite his revolutionary tendencies."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+brouwerij_de_block-satan_red,0,0,244479426562,"{""name"":""Satan Red"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_block"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+blue_point_brewing,0,0,244380532736,"{""name"":""Blue Point Brewing"",""city"":""Patchogue"",""state"":""New York"",""code"":""11772"",""country"":""United States"",""phone"":""1-631-475-6944"",""website"":""http://www.bluepointbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""161 River Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7591,""lon"":-73.0215}}",1,59,1
+harpoon_brewery_boston-harpoon_munich_dark,0,0,244734689282,"{""name"":""Harpoon Munich Dark"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""Harpoon Munich Dark is a blend of dark malts that creates a deeper hue than some other beers brewed in this style. The grains which create a malty chocolate-like flavor also add a warm malty nose that mingles with the subtle hop aroma. This medium bodied beer is balanced quite well with a moderately bitter hop finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+hoppy_brewing_company-hoppy_face_amber_ale,0,0,244753760256,"{""name"":""Hoppy Face Amber Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppy_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Is an award-winning, traditional, all-natural style of beer that falls under the category of a \""West Coast\"" India Pale Ale (IPA). Characterized by its high hop content, high alcohol content and deep amber color, Hoppy Face™ is brewed using water with a high mineral content. Using only the finest 2-row malted barley and great northwestern grown hops, this combination results in a clean, crisp, well-balanced beer. As usual, no artificial preservatives have been added to our beer during and/or after the brewing process...\r\nIt will put a smile on your face!!!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+hoppin_frog_brewery-hop_dam_triple_ipa,0,0,244734230531,"{""name"":""Hop Dam Triple IPA"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Some say “bigger is better!”. At Hoppin’ Frog, we built a massive hop dam to handle the enormous amount of hops added to this colossal American Triple I.P.A. An intense experience of citrus and piney hop character is complimented by layers of rich malt flavor. Behold our new standard for hoppy beers."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,0,1
+cheshire_cat_brewery-ipa,0,0,244498104322,"{""name"":""IPA"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cheshire_cat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,56,1
+bierbrouwerij_de_koningshoeven,0,0,244363100162,"{""name"":""Bierbrouwerij De Koningshoeven"",""city"":""Berkel-Enschot"",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":""31-013-5358147"",""website"":""http://www.latrappe.nl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Eindhovenseweg 3""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.544,""lon"":5.1285}}",1,17,1
+brouwerij_het_anker,0,0,244490240000,"{""name"":""Brouwerij Het Anker"",""city"":""Mechelen"",""state"":""Antwerpen"",""code"":"""",""country"":""Belgium"",""phone"":""32-015-28-71-47"",""website"":""http://www.hetanker.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Guido Gezellelaan 49""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.0325,""lon"":4.473}}",1,39,1
+elysian_brewery_public_house-the_wise_esb,0,0,244607877120,"{""name"":""The Wise ESB"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,4,1
+silver_gulch_brewing_company,0,0,244990148609,"{""name"":""Silver Gulch Brewing Company"",""city"":""Fox"",""state"":""Alaska"",""code"":""99708"",""country"":""United States"",""phone"":""(907) 452-2739"",""website"":""http://www.ptialaska.net/~gbrady/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Silver Gulch Brewing and Bottling Co. has been in operation since February 1998 in the small mining community of Fox, Alaska, located about 10 miles north of Fairbanks on the Steese Highway. Silver Gulch Brewing grew from brewmaster Glenn Brady's home-brewing efforts in 5-gallon batches to its current capacity of 24-barrel (750 gallon) batches."",""address"":[""2195 Old Steese Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":64.9583,""lon"":-147.622}}",1,22,1
+heller_bru_trum-aecht_schlenkerla_rauchbier_marzen,0,0,244736131072,"{""name"":""Aecht Schlenkerla Rauchbier Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heller_bru_trum"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+bamberger_mahr_s_bru-hell,0,0,244378697728,"{""name"":""Hell"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+nodding_head_brewpub-ich_bin_ein_berliner_weisse,0,0,244873887747,"{""name"":""Ich Bin Ein Berliner Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+bass_brewers,0,0,244362838017,"{""name"":""Bass Brewers"",""city"":""Burton-upon-Trent"",""state"":""Staffordshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01283)-513347"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""137 High Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":52.8046,""lon"":-1.6281}}",1,16,1
+de_halve_maan-straffe_hendrik_bruin,0,0,244612726784,"{""name"":""Straffe Hendrik Bruin"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_halve_maan"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+brouwerij_liefmans-liefmans_kriekbier,0,0,244479033344,"{""name"":""Liefmans Kriekbier"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_liefmans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,13,1
+hook_norton_brewery-twelve_days,0,0,244750876672,"{""name"":""Twelve Days"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_norton_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+pyramid_alehouse_brewery_and_restaurant_seattle-tilted_kilt_ale,0,0,244999913472,"{""name"":""Tilted Kilt Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,47,1
+abita_brewing_company-satsuma_harvest_wit,0,0,244369260544,"{""name"":""Satsuma Harvest Wit"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Real Louisiana Satsumas, golden wheat, oats and the finest barley create Abita Satsuma Harvest Wit. Pale and cloudy, like the haze on a hot summer day, this white beer has a sweet and subtle citrus flavor with a touch of spice that is cool and refreshing. \r\n\r\nAbita Satsuma Harvest Wit is very versatile and can compliment a number of dishes. This brew pairs well with salads, fish, shrimp and lobster, as long as the dishes are not too spicy. Thai dishes, which often have citric notes in their flavor profile, would also perfectly compliment the orange flavors in Abita Satsuma Harvest Wit."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,31,1
+c_b_potts_of_cheyenne-big_horn_buttface_amber,0,0,244489846784,"{""name"":""Big Horn Buttface Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+southern_star_brewing_company-buried_hatchet_stout,0,0,245107130368,"{""name"":""Buried Hatchet Stout"",""abv"":8.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_star_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Jet-black in color, this monster smells of coffee and chocolate.  The taste is much of the same, with hints of creamy toffee and roasted malt.  Smooth and delicious, this medium bodied ale is all about the malts, but has enough hop bitterness to be balanced."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+taylor_brewing-palpitations_porter,0,0,245108113409,"{""name"":""Palpitations Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,23,1
+fish_brewing_company_fish_tail_brewpub-monkfish_tripel,0,0,244610236416,"{""name"":""Monkfish Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+brasserie_de_saint_sylvestre,0,0,244370898944,"{""name"":""Brasserie De Saint Sylvestre"",""city"":""St-Sylvestre-Cappel"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.28.40.15.49"",""website"":""http://www.brasserie-st-sylvestre.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""121, rue de la Chapelle""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7975,""lon"":2.5412}}",1,33,1
+marble_brewery,0,0,244874674176,"{""name"":""Marble Brewery"",""city"":""Albuquerque"",""state"":""New Mexico"",""code"":""87102"",""country"":""United States"",""phone"":""505.243.2739"",""website"":""http://marblebrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Marble Brewery is located in beautiful Downtown Albuquerque area, conveniently located near Interstate 25 and just a stone's throw from the railroad tracks. Our spacious tap room and extensive bar is complimented by an equally expansive patio that offers plenty of shaded, picnic-style seating. For both beer lovers and curious and thirsty tourists, a visit to Marble Brewery is a must when in Albuquerque."",""address"":[""111 Marble Ave NW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.0928,""lon"":-106.647}}",1,44,1
+millstream_brewing-schokolade_bock,0,0,244874477568,"{""name"":""Schokolade Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millstream_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,43,1
+cervecera_hondurea,0,0,244485783553,"{""name"":""Cervecera Hondurea"",""city"":""San Pedro Sula"",""state"":"""",""code"":"""",""country"":""Honduras"",""phone"":""504-550-0100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Carretera a Puerto Corts""]}",1,28,1
+goose_island_beer_company_clybourn,0,0,244608532480,"{""name"":""Goose Island Beer Company - Clybourn"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60614"",""country"":""United States"",""phone"":""1-800-466-7363"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1800 North Clybourn Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9137,""lon"":-87.6543}}",1,5,1
+lakefront_brewery-eastside_dark,0,0,244735279104,"{""name"":""Eastside Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+anheuser_busch-green_valley_stone_mill_pale_ale,0,0,244379025409,"{""name"":""Green Valley Stone Mill Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+clipper_city_brewing_co-loose_cannon_hop3_ale,0,0,244496662529,"{""name"":""Loose Cannon Hop3 Ale"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Loose Cannon Hop3 Ale - called Hop 3 (hop cubed) ale to reflect the enormous amount of hops in this beer: over 3 pounds per barrel! Also the beer is hopped 3 ways - in the kettle, in the hop back, and dry hopped. Winner of the Overall Best of Show Award in the Maryland State Governor's Cup 2005 Competition and voted the #1 IPA by Mahaffey’s Pub. We are very excited about this new product and have decided to make this beer available year round!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,52,1
+brasserie_de_la_senne-stouterik_the_brussels_stout,0,0,244360871936,"{""name"":""Stouterik / The Brussels Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_la_senne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+21st_amendment_brewery_cafe-21a_ipa,0,0,244376535040,"{""name"":""21A IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep golden color. Citrus and piney hop aromas. Assertive malt backbone supporting the overwhelming bitterness. Dry hopped in the fermenter with four types of hops giving an explosive hop aroma. Many refer to this IPA as Nectar of the Gods. Judge for yourself. Now Available in Cans!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+blue_cat_brew_pub,0,0,244361461760,"{""name"":""Blue Cat Brew Pub"",""city"":""Rock Island"",""state"":""Illinois"",""code"":""61201"",""country"":""United States"",""phone"":""1-309-788-8247"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""113 18th Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5118,""lon"":-90.5746}}",1,12,1
+main_street_beer_company_1-sweet_stout,0,0,244857503744,"{""name"":""Sweet Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_beer_company_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+big_bang_brewery_closed-space_aged_lager,0,0,244380008449,"{""name"":""Space-Aged Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_bang_brewery_closed"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+browar_okocim,0,0,244478115841,"{""name"":""Browar Okocim"",""city"":""Brzesko"",""state"":"""",""code"":"""",""country"":""Poland"",""phone"":""48-0146865000"",""website"":""http://www.okocim.pl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ul. Browarna 14""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.9622,""lon"":20.6003}}",1,11,1
+oggi_s_pizza_and_brewing_vista,0,0,244875853824,"{""name"":""Oggi's Pizza and Brewing - Vista"",""city"":""Vista"",""state"":""California"",""code"":""92083"",""country"":""United States"",""phone"":""1-760-295-3581"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""425 South Melrose Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.2029,""lon"":-117.255}}",1,46,1
+mendocino_brewing_hopland-black_hawk_stout,0,0,244872970240,"{""name"":""Black Hawk Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,40,1
+woodforde_s_norfolk_ales-norfolk_nog_old_dark_ale,0,0,245746827264,"{""name"":""Norfolk Nog Old Dark Ale"",""abv"":99.99,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""woodforde_s_norfolk_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,20,1
+de_leyerth_brouwerijen-urthel_tonicum_finiboldhus,0,0,244609646592,"{""name"":""Urthel Tonicum Finiboldhus"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+f_x_matt_brewing-saranac_pale_ale,0,0,244609384448,"{""name"":""Saranac Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A beer that would make the English jealous! This true English Pale Ale is rich and fruity, yet finishes crisp. You'll love the copper amber color and medium body."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+brouwerij_liefmans,0,0,244479492096,"{""name"":""Brouwerij Liefmans"",""city"":""Oudenaarde"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-055-31-13-92"",""website"":""http://www.liefmans.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 Aalststraat""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8439,""lon"":3.617}}",1,14,1
+boscos_memphis_brewing-dunkel,0,0,244380532737,"{""name"":""Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boscos_memphis_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+heartland_brewery_union_square-indiana_pale_ale,0,0,244734754816,"{""name"":""Indiana Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+hoptown_brewing-copper_wheat,0,0,244753825792,"{""name"":""Copper Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoptown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+issaquah_brewhouse-oak_stout,0,0,244734230532,"{""name"":""Oak Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""issaquah_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+costal_extreme_brewing_company,0,0,244498104323,"{""name"":""Costal Extreme Brewing Company"",""city"":""Middletown"",""state"":""Rhode Island"",""code"":""2842"",""country"":""United States"",""phone"":""(401) 849-5232"",""website"":""http://www.newportstorm.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""307 Oliphant Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.537,""lon"":-71.2796}}",1,56,1
+big_sky_brewing-moose_drool_brown_ale,0,0,244363100163,"{""name"":""Moose Drool Brown Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""It's chocolate brown in color with a creamy texture. A malty beer with just enough hop presence to keep it from being too sweet. The aroma mostly comes from the malt with a hint of spice added by the hops. Moose Drool is brewed with pale, caramel, chocolate, and whole black malts; and Kent Goldings, Liberty, and Willamette hops. It has an original gravity of 13 degrees Plato, and is 4.2% alcohol by weight, 5.3% by volume."",""style"":""Porter"",""category"":""Irish Ale""}",1,17,1
+bullfrog_brewery-smoked_porter,0,0,244490240001,"{""name"":""Smoked Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big, RICH dark ale with a complex combination of beechwood smoked malts, chocolate, coffee and caramel flavors rounding out the beers smooth creamy body."",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+engine_house_9-imperial_pale,0,0,244607877121,"{""name"":""Imperial Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+socorro_springs_brewing,0,0,245107458048,"{""name"":""Socorro Springs Brewing"",""city"":""Socorro"",""state"":""New Mexico"",""code"":""87801"",""country"":""United States"",""phone"":""1-505-838-0650"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1012 North California Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.0701,""lon"":-106.893}}",1,22,1
+illinois_brewing,0,0,244736131073,"{""name"":""Illinois Brewing"",""city"":""Bloomington"",""state"":""Illinois"",""code"":""61701"",""country"":""United States"",""phone"":""1-309-829-2805"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""102 North Center Street #111""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.4787,""lon"":-88.9946}}",1,6,1
+bandana_brewery-anniversary_ale,0,0,244378697729,"{""name"":""Anniversary Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,54,1
+northwoods_brewpub_grill-white_weasel_beer,0,0,244873953280,"{""name"":""White Weasel Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+bear_republic_brewery-heritage_scottish_ale,0,0,244362838018,"{""name"":""Heritage Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,16,1
+de_leyerth_brouwerijen-urthel_hop_it,0,0,244612792320,"{""name"":""Urthel Hop-It"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,15,1
+brouwerij_roman-ename_tripel,0,0,244479033345,"{""name"":""Ename Tripel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_roman"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+independence_brewing_co-jasparilla,0,0,244750876673,"{""name"":""Jasparilla"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Brilliantly golden, Jasperilla is a unique take on an old ale. Biscuity malt flavors meld with subtle plum and berry notes, produced by a special blend of English Old Ale and Chico yeasts. Brewed once a year, and aged for six months prior to release, the Jasperilla is smooth despite its 9% abv.\r\nJasper dressed as Hosehead from Strange Brew\r\n\r\nWe named this beer after our dog Jasper because he has brought so much joy to our lives. We got Jasper from a local dog rescue group called Mixed Breed Rescue. He has been a constant source of smiles and kept our spirits high through many late nights and long hours at the brewery.\r\n\r\nJasperilla is so good and smooth that you'll beg like a dog for more, roll over for a belly rub, howl at the moon...you get the picture."",""style"":""Old Ale"",""category"":""British Ale""}",1,41,1
+rahr_sons_brewing_company-rahr_s_bucking_bock,0,0,244999913473,"{""name"":""Rahr's Bucking Bock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Bucking Bock - it's a traditional German Spring Bock Beer - golden in color and mildly hopped...... Kick'n in at 8% alcohol - it has a smooth malty character that will surely thaw you out after a long cold winter. Spring is here and so is Rahr's Bucking Bock!"",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,47,1
+amherst_brewing_company-cascade_ipa,0,0,244369326080,"{""name"":""Cascade IPA"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Light in color, medium body, with a hop bitterness and Cascade hop finish."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,31,1
+captain_lawrence_brewing_company-captain_lawrence_xtra_gold,0,0,244489846785,"{""name"":""Captain Lawrence Xtra Gold"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is the result of the marriage between two very distinct beer styles; the Belgian Tripel & American IPA. We have taken the best qualities from both styles and allowed them to shine through. The fruity and spicy notes from the imported Belgian yeast strain & the pungent flavors and aromas of the American grown Amarillo hops flow seamlessly together to create this flavorful ale.  Straight from the Captain’s cellar to yours, we hope you enjoy."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,38,1
+southern_tier_brewing_co-farmer_s_tan_imperial_pale_lager,0,0,245107195904,"{""name"":""Farmer's Tan Imperial Pale Lager"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Neolithic humans evolved from nomadic hunters into a more settled agricultural society, changing life forever. The ‘founder’ crops they raised included wheat and barley. It is little surprise that the first examples of brewing appeared during this age.\r\n\r\nBrewers owe much to the epoch. Similarly, we thank our farmer friends of today for cultivating the ingredients the are responsible for the beers we now enjoy. Their laborious days spent ourdoors under the hot sun earn them respect, as well as a mark of distinction: the farmer's tan. Yes, the inevitable red and white hallmark of hard work."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,21,1
+terrapin_beer_company-terrapin_coffee_oatmeal_imperial_stout,0,0,245108113410,"{""name"":""Terrapin Coffee Oatmeal Imperial Stout"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Black as night, this coffee stout is thick, rich and full of real coffee flavor. Brewed with the Terrapin Wake-n-Bake coffee blend created by Terrapin & Jittery Joe’s Coffee."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,23,1
+fitger_s_brewhouse_brewery_and_grill-witchtree_esb,0,0,244610236417,"{""name"":""Witchtree ESB"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+brasserie_du_bouffay-ambr,0,0,244370898945,"{""name"":""Ambr"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_du_bouffay"",""updated"":""2011-10-04 00:25:39"",""description"":"""",""style"":""Out of Category"",""category"":""Other Style""}",1,33,1
+marzoni_s_brick_oven_brewing_co-locke_mountain_light,0,0,244874674177,"{""name"":""Locke Mountain Light"",""abv"":3.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Refreshing Light-Bodied Golden Lager"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,44,1
+minocqua_brewing_company,0,0,244874477569,"{""name"":""Minocqua Brewing Company"",""city"":""Minocqua"",""state"":""Wisconsin"",""code"":""54548"",""country"":""United States"",""phone"":""1-715-356-2600"",""website"":""http://www.minocquabrewingcompany.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""238 Lake Shore Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.8722,""lon"":-89.7097}}",1,43,1
+coast_brewing-beau_rivage_bock,0,0,244485783554,"{""name"":""Beau Rivage Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+granite_city_food_brewery_saint_cloud-london_banker_esb,0,0,244735737856,"{""name"":""London Banker ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+left_coast_brewing-hop_juice_double_ipa,0,0,244735279105,"{""name"":""Hop Juice Double IPA"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Here at Left Coast Brewing Co. we pride ourselves on being one of the first breweries to pioneer a Double IPA style beer. In 2003, we brewed our first Double IPA, and haven't looked back since. This hop monster uses Premium American 2- Row and a touch of light crystal malt to create a solid malt foundation. The recipe calls for hops to be used in every step of the brewing process; in the mash, in a hop back, in the fermenter, and in the bright tanks. We use hop extract, hop pellets and hop flowers, hence the name Hop Juice. Hop Juice spends more than 4 weeks dry hopping in the fermenter and the bright beer tank. It is approximately 9.4% abv and has massive IBUs. Hop usage is over 4lbs per barrel. Hopeheads, step up to the plate!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,3,1
+atwater_block_brewing-salvation,0,0,244379025410,"{""name"":""Salvation"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our version of India Pale Ale. Brewed with European malts and Northwest hops and then generously Dry Hopped with Cascade Hops for a nice citrus finish. Truly a Salvation for all Hop Heads."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,55,1
+coast_brewing-biloxi_light,0,0,244496662530,"{""name"":""Biloxi Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,52,1
+brasseries_kronenbourg,0,0,244477591552,"{""name"":""Brasseries Kronenbourg"",""city"":""Strasbourg"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.88.27.44.88"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""68 route d'Oberhausbergen""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.593,""lon"":7.7149}}",1,10,1
+alaskan_brewing-alaskan_esb,0,0,244376600576,"{""name"":""Alaskan ESB"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Extra Special Bitter Ale. Alaskan ESB is darker and hoppier and is brewed and fermented at different temperatures than our popular Alt-style Amber. It has an exquisite copper color derived from Crystal malt and an aggressive, yet pleasant hop character.\r\n\r\nMalty with roasted overtones, Alaskan ESB has a crisp finish resulting from the use of premium Northwest hops.\r\n\r\nAlaskan ESB is made from glacier-fed water and a generous blend of the finest quality European and Pacific Northwest hop varieties and premium two-row and specialty malts. Our water originates in the 1,500 square-mile Juneau Ice Field and from the more than 90 inches of rainfall we receive each year."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,49,1
+brasserie_clarysse-st_hermes_abbey_ale,0,0,244361461761,"{""name"":""St.Hermes Abbey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_clarysse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+main_street_station_casino_brewery_and_hotel,0,0,244857569280,"{""name"":""Main Street Station Casino, Brewery and Hotel"",""city"":""Las Vegas"",""state"":""Nevada"",""code"":""89101"",""country"":""United States"",""phone"":""1-800-713-8933"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 North Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.1755,""lon"":-115.145}}",1,1,1
+blue_cat_brew_pub-river_back_jack_ipa,0,0,244380008450,"{""name"":""River Back Jack IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,58,1
+bube_s_brewery-bube_s_kolsch,0,0,244478115842,"{""name"":""Bube's Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Clean, crisp, easy drinking Colonge, Germany style ale. Kolsch's smoothness comes from special Kolsch yeast, German Hallertau hops, a slow fermentation and lager like conditioning.""}",1,11,1
+on_tap_bistro_brewery-patriot_pale_ale,0,0,244875853825,"{""name"":""Patriot Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+michigan_brewing-golden_pheasant,0,0,244872970241,"{""name"":""Golden Pheasant"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brightly filtered, highly carbonated, golden premium-style lager. It is lightly hopped with Polish Lublin hops. The beer will appeal to those who prefer the lighter American style beers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,40,1
+youngs_company_brewery-oatmeal_stout,0,0,245746827265,"{""name"":""Oatmeal Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,20,1
+devil_s_canyon-full_boar,0,0,244609712128,"{""name"":""Full Boar"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""devil_s_canyon"",""updated"":""2011-07-28 19:06:02"",""description"":"""",""style"":""Out of Category"",""category"":""Other Style""}",1,8,1
+faultline_brewing_1-belgian_abbey,0,0,244609384449,"{""name"":""Belgian Abbey"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+brouwerij_lindemans-framboise,0,0,244479492097,"{""name"":""Framboise"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_lindemans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,14,1
+boston_beer_company-samuel_adams_hallertau_imperial_pilsner,0,0,244380598272,"{""name"":""Samuel Adams Hallertau Imperial Pilsner"",""abv"":8.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An amazing treat for hops lovers.\r\n\r\nSamuel Adams Hallertau Imperial Pilsner is a celebration of the extraordinary Hallertau Mittelfrueh hop variety. This rare Noble Bavarian hop, considered to be one of the best in the world, is prized for its quality and aromatic characteristics.\r\n\r\nThe beer, which is a deep golden color with a rich, creamy head, gives off an intense and complex Noble hop aroma unlike any other brew. With the first sip, beer enthusiasts will experience an explosion of hop flavor. The intensity of deep citrus, spicy Noble hop flavor is balanced with the slight sweetness from the malt. Due to the quality of the hops, this beer remains balanced and smoothly drinkable from beginning to end. The lingering \""hop signature\"" is an amazing treat for hops lovers.""}",1,59,1
+herkimer_pub_brewery-kolsch,0,0,244734754817,"{""name"":""Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""herkimer_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+hoptown_brewing-paint_the_town_red,0,0,244753825793,"{""name"":""Paint the Town Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoptown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+jack_russell_brewing-best_bitter_ale,0,0,244734296064,"{""name"":""Best Bitter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+denmark_brewing-continental_pilsner,0,0,244630093824,"{""name"":""Continental Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denmark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+blue_cat_brew_pub-off_the_rail_pale_ale,0,0,244363165696,"{""name"":""Off The Rail Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_cat_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+burgerbrau_wolnzach-nikolausbier_altfrankisches_dunkel,0,0,244490240002,"{""name"":""Nikolausbier Altfränkisches Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burgerbrau_wolnzach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+fish_brewing_company_fish_tail_brewpub-old_woody_2005,0,0,244607877122,"{""name"":""Old Woody 2005"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,4,1
+southampton_publick_house-double_white,0,0,245107523584,"{""name"":""Double White"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southampton_publick_house"",""updated"":""2010-07-22 20:00:20"",""description"":""What do brewmasters do in their free time? If you're Phil Markowski, the obsesseive brewmaster of Southampton, you brew at home, of course! Phil turned his fascination with Belgian-style white ales into a quest to master one of the most challenging beers to brew. Using rustic ingredients like un-malted wheat, Phil experimented over his stove until he felt it was perfect. Take one taste and you'll agree, Phil got it \""white.\"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,22,1
+inbev,0,0,244736196608,"{""name"":""InBev"",""city"":""Leuven"",""state"":"""",""code"":""3000"",""country"":""Belgium"",""phone"":"""",""website"":""http://www.inbev.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In a few words InBev is the world's leading brewer, realizing 14.4 billion euro in 2007. The company has a strong, balanced portfolio, holding the number one or number two position in over 20 key markets  more than any other brewer. It has a key presence in both developed and developing markets. Headquartered in Leuven, Belgium, InBev employs almost 89 000 people worldwide. With sales in over 130 countries, the company works through six operational zones: North America, Western Europe, Central and Eastern Europe, Asia Pacific, Latin America North, and Latin America South."",""address"":[""Brouwerijplein 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8865,""lon"":4.7069}}",1,6,1
+bell_s_brewery_inc-expedition_stout,0,0,244378763264,"{""name"":""Expedition Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""The vintage port of American stout. A good ale for the cellar. Well suited for November storms and trips across the Sahara."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,54,1
+oaken_barrel_brewing-razz_wheat,0,0,244873953281,"{""name"":""Razz-Wheat"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oaken_barrel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,42,1
+bell_s_brewery_inc-big_porch_ale,0,0,244362838019,"{""name"":""Big Porch Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is brewed especially for the Grand Hotel located on Mackinaw Island, Michigan."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,16,1
+denver_chophouse_and_brewery-pale_ale,0,0,244612857856,"{""name"":""Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+brouwerij_st_bernardus-abt_12,0,0,244479098880,"{""name"":""Abt 12"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""The absolute top quality in the hierarchy of the St. Bernardus beers. It is also the beer with the highest alcohol content (10.50 %).\r\nA dark ivory coloured beer with a high fermentation. \r\n\r\nThe show piece of the brewery. Thanks to its soft and unconditionally genuine aroma, the beer can be smoothly tasted.  The Abt has a very fruity flavour."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,13,1
+iron_hill_brewery_wilmingon,0,0,244750876674,"{""name"":""Iron Hill Brewery - Wilmingon"",""city"":""Wilmington"",""state"":""Delaware"",""code"":""19805"",""country"":""United States"",""phone"":""1-302-658-8200"",""website"":""http://www.ironhillbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We're passionate about producing distinctive, full-flavored handcrafted beers, accompanied by freshfromscratch New American cuisine in a comfortable, casual atmosphere. Our goal has always been to provide food and beer that is inspired, consistently crafted and presented by a knowledgeable and courteous service staff."",""address"":[""620 South Madison Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.745,""lon"":-75.5561}}",1,41,1
+rahr_sons_brewing_company-rahr_s_summertime_wheat,0,0,244999913474,"{""name"":""Rahr's Summertime Wheat"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""There is nothing more refreshing than a cold SUMMERTIME WHEAT at the end of a hot Texas day. This refreshing, lightly hopped ale has unique banana and clove-like characteristics. It is unfiltered so the yeast character comes through with a light but full body."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,47,1
+anchor_brewing-christmas_ale_2003,0,0,244369326081,"{""name"":""Christmas Ale 2003"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+cervecera_jerome-cerveza_negra,0,0,244489846786,"{""name"":""Cerveza Negra"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_jerome"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+stone_brewing_co-vertical_epic_10_10_10,0,0,245107261440,"{""name"":""Vertical Epic 10.10.10"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-12-20 15:55:46"",""description"":""Fermented with the legendary Ardennes strain of Belgian yeast, 10.10.10 is a Belgian Strong Pale Ale brewed with pale malt and triticale (a cross of wheat and rye), hopped with German Perle hops, and steeped with chamomile during the whirlpool stage. In secondary fermentation, we added a juice blend of Muscat, Gewurztraminer, and Sauvignon Blanc grape varieties."",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,21,1
+the_cambridge_house,0,0,245108178944,"{""name"":""The Cambridge House"",""city"":""Granby"",""state"":""Connecticut"",""code"":""6035"",""country"":""United States"",""phone"":""(860) 653-BREW"",""website"":""http://www.cambridgebrewhouse.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The best brewery in the Connecticut river valley.  Hands down!  It serves 2 beers that have won a total of 3 gold medals at big beer fests."",""address"":[""357 Salmon Brook Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9658,""lon"":-72.793}}",1,23,1
+founders_hill_brewing-heritage_wheat,0,0,244610301952,"{""name"":""Heritage Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+brauerei_spezial-rauchbier_marzen,0,0,244487684096,"{""name"":""Rauchbier Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_spezial"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+metropolitan_brewing,0,0,244874739712,"{""name"":""Metropolitan Brewing"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60640"",""country"":""United States"",""phone"":"""",""website"":""http://www.metrobrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5121 N Ravenswood Ave,""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.975,""lon"":-87.674}}",1,44,1
+moose_s_tooth_pub_and_pizzeria-dark_knight,0,0,244874543104,"{""name"":""Dark Knight"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moose_s_tooth_pub_and_pizzeria"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark Knight (Baltic Porter) A Baltic porter is kind of a cross between an English porter and an Imperial Stout. Ours features a rich maltiness with hints of caramel, toffee and chocolate in both the flavor and aroma. Restrained hopping contributes a smooth full finish.""}",1,43,1
+dark_horse_brewing_co-one_oatmeal_stout,0,0,244485849088,"{""name"":""One Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Number one in a series of five stouts produced to help ease you through the cold and grey midwestern winters. This beer is full bodied with hints of chocolate, roasted barley, coffee flavors and a nice creamy head."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,28,1
+granville_island_brewing_company-cypress_honey_lager,0,0,244735803392,"{""name"":""Cypress Honey Lager"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+lift_bridge_brewery,0,0,244735279106,"{""name"":""Lift Bridge Brewery"",""city"":""Stillwater"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.liftbridgebrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.0565,""lon"":-92.8222}}",1,3,1
+augustiner_brau_munchen-dunkel,0,0,244379090944,"{""name"":""Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""augustiner_brau_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+coors_brewing_golden_brewery-coors_light,0,0,244496728064,"{""name"":""Coors Light"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coors Light is Coors Brewing Company's largest-selling brand and the fourth best-selling beer in the U.S. Introduced in 1978, Coors Light has been a favorite in delivering the ultimate in cold refreshment for more than 25 years. The simple, silver-toned can caught people's attention and the brew became nicknamed the \""Silver Bullet\"" as sales climbed."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,52,1
+brauhaus_faust,0,0,244477657088,"{""name"":""Brauhaus Faust"",""city"":""Miltenberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9371-/-9713-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hauptstrae 219""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.6993,""lon"":9.2492}}",1,10,1
+alaskan_brewing-winter_ale,0,0,244376600577,"{""name"":""Winter Ale"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alaskan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""English Olde Ale. Traditionally malty with the warming sensation of alcohol, Olde Ales are brewed in the fall as winter warmers.\r\n\r\nBrewed in the style of an English Olde Ale, this ale balances the sweet heady aroma of spruce tips with the clean crisp finish of noble hops. Its malty richness is complemented by the warming sensation of alcohol.\r\n\r\nAlaskan Winter is made from glacier-fed water, Sitka spruce tips and a generous blend of the finest quality European and Pacific Northwest hop varieties and specialty malts. Our water originates in the 1,500-square-mile Juneau Ice Field and from the more than 90 inches of rainfall we receive each year."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,49,1
+brasserie_de_brunehaut-mont_st_aubert,0,0,244361527296,"{""name"":""Mont St. Aubert"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic Belgian Bière de Garde - full of fruity esters, alcohol phenols, Belgian malts, noble hops and a dry, refreshing after-taste.  Award-wining Mont Saint-Aubert received 'World's Best\"" recognition in the Bière de Garde category during the 2009 World Beer Awards (London).\r\nIn 2008 Mont Saint-Aubert took Silver medals in the Belgian-Style Pale Strong Ale category at the Brewers Association World Beer Cup and the Australian International Beer Awards.""}",1,12,1
+meantime_brewing_company_limited-india_pale_ale,0,0,244857569281,"{""name"":""India Pale Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""meantime_brewing_company_limited"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+bonfire_brewery-promethean_porter,0,0,244380073984,"{""name"":""Promethean Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bonfire_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,58,1
+bull_bush_pub_brewery-fall_fest,0,0,244478181376,"{""name"":""Fall Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,11,1
+otter_creek_brewing_wolaver_s_organic_ales-otter_creek_imperial_india_pale_ale,0,0,244875853826,"{""name"":""Otter Creek Imperial India Pale Ale"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally brewed for thirsty British troops stationed on the subcontinent of India, India Pale Ales had to withstand the sea voyage around Africa. Brewers need to take full advantage of two preservatives at the time: hops and alcohol. They increased their hopping rates, doubled  their malt useage to increase alcohol content, and dry-hopped the brew before it set out on its voyage.\r\nOur Imperial IPA carries on this tradition- and then some!  The fruity and citrusy hop aroma intermingles perfectly with an assertive malty backbone.  Our brewers added a generous supply of hops to this brew throughout the entire process to provide an enormous hop flavor and balance the elevated alcohol content.\r\n\r\nThis beer is 11% alcohol by volume, and 135 IBU!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,46,1
+minocqua_brewing_company-beekeepers_honey_ale,0,0,244872970242,"{""name"":""Beekeepers Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+aberdeen_brewing-scottish_ale,0,0,244372275200,"{""name"":""Scottish Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aberdeen_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+dogfish_head_craft_brewery-olde_school_barleywine,0,0,244609777664,"{""name"":""Olde School Barleywine"",""abv"":15.04,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,8,1
+firehouse_brewing-barely_blond,0,0,244609384450,"{""name"":""Barely Blond"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+brouwerij_verhaeghe-echte_kriek,0,0,244479557632,"{""name"":""Echte Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_verhaeghe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+boston_beer_works-ipa,0,0,244380598273,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+hofbru_kaltenhausen_salzachtal-edelweiss_dunkel_weissbier,0,0,244734754818,"{""name"":""Edelweiss Dunkel Weissbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hofbru_kaltenhausen_salzachtal"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+humboldt_brewing-stout,0,0,244753825794,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+kessler_brewing-doppelbock,0,0,244734296065,"{""name"":""Doppelbock"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kessler_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,0,1
+deschutes_brewery-hop_trip_fresh_hop_pale_ale,0,0,244630159360,"{""name"":""Hop Trip Fresh Hop Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This Fresh Hop Pale Ale is all about celebrating the hop harvest in the fall.  Fresh picked hops have to be added to the brew immediately and in abundance.  Roughly 270 pounds of Crystal hops from Doug Weathers' farm outside Salem, Oregon will be added to the 50 barrel batch in addition to some dry kilned whole flower hops.  That adds up to approximately 5.5 pounds of hops per barrel brewed.  Another deliciously interesting beer in our Bond Street Series."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,56,1
+boiler_room_brewpub,0,0,244363165697,"{""name"":""Boiler Room Brewpub"",""city"":""Laughlin"",""state"":""Nevada"",""code"":""89029"",""country"":""United States"",""phone"":""1-702-298-4000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2100 Casino Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.1584,""lon"":-114.573}}",1,17,1
+cedar_brewing-dunkelweisse,0,0,244490305536,"{""name"":""Dunkelweisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+fratellos_restaurant_and_brewery-oatmeal_stout,0,0,244607942656,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,4,1
+southampton_publick_house-english_pale_ale,0,0,245107589120,"{""name"":""English Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southampton_publick_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,22,1
+issaquah_brewhouse-bourbon_barrel_stout,0,0,244736196609,"{""name"":""Bourbon Barrel Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""issaquah_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+big_river_brewing-pilsner,0,0,244378763265,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+okanagan_spring_brewery-premium_lager,0,0,244873953282,"{""name"":""Premium Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""okanagan_spring_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+boston_beer_company-samuel_adams_spring_ale,0,0,244362838020,"{""name"":""Samuel Adams Spring Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+deschutes_brewery-buzzsaw_brown,0,0,244612857857,"{""name"":""Buzzsaw Brown"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""By 1915, Bend, Oregon, was alive with the sound of the buzz saw, as two of the country's largest pine sawmills set up shop on the banks of the Deschutes River.  The mills are  gone now, but the smokestacks still stand testament to Bend's humble beginnings. \r\n\r\nBuzzsaw Brown is an easy-drinking beer that is refreshing after a hard day’s work. The timber mills in Bend may be closed, but whether your adventure includes a day of scaling rock faces, hitting 18 holes or skiing the slopes in spring, Buzzsaw Brown is the perfect end to a fun-filled day.\r\n\r\n“Buzzsaw Brown is one of my favorite beers,” says Deschutes Brewery Brewmaster Larry Sidor. “The unique combination of European and American malts makes it a very food friendly beer that pairs well with a wide variety of flavors.”"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+brouwerij_st_bernardus-prior_8,0,0,244479098881,"{""name"":""Prior 8"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""This noble delicious beer with a high fermentation has a ruby purple colour with a full malty and fruity taste (8% alcohol content). \r\n\r\nThis beer has a beautiful round froth due to the second fermentation with a taste that creates a perfect balance between sweet and sour."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,13,1
+james_page_brewing-iron_range_amber_lager,0,0,244750942208,"{""name"":""Iron Range Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""james_page_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+railway_brewing-ipa_pale_ale,0,0,244999979008,"{""name"":""IPA Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""railway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+andechser_klosterbrauerei-weissbier_dunkel,0,0,244369391616,"{""name"":""Weißbier Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""andechser_klosterbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+circle_v_brewing-bullseye_bitter_esb,0,0,244489846787,"{""name"":""Bullseye Bitter ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""circle_v_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+straub_brewery,0,0,245107261441,"{""name"":""Straub Brewery"",""city"":""St. Mary's"",""state"":""Pennsylvania"",""code"":""15857"",""country"":""United States"",""phone"":""814-834-2875"",""website"":""http://www.straubbeer.com/index.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""303 Sorg Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.4277,""lon"":-78.5539}}",1,21,1
+the_livery-double_paw,0,0,245108178945,"{""name"":""Double Paw"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""A single malt and single hop version of an American Brewers classic style. This is definitely our hoppiest beer and quickly becoming a hop head cult classic!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,23,1
+gasthaus_brauerei_max_moritz-hefeweizen,0,0,244610301953,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthaus_brauerei_max_moritz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,9,1
+bridgeport_brewing-haymaker_extra_pale_ale,0,0,244487749632,"{""name"":""Haymaker Extra Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+millstream_brewing-colony_oatmeal_stout,0,0,244874739713,"{""name"":""Colony Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millstream_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+new_belgium_brewing-2_below,0,0,244874543105,"{""name"":""2° Below"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pull on your wool socks and crack open a 2° Below Ale. This tasty winter warmer started life as a small batch beer brewed for the Al Johnson Uphill Downhill – a telemark ski race in Crested Butte, Colorado. The Uphill Downhill celebrates the exploits of Al Johnson, letter carrier extraordinaire, who delivered mail by ski in the late 1800’s. Dry hopping during fermentation creates a floral nose with a hint of pepper and spicy, subtle undertones. 2° Below provides a bright, hoppy palate and a cheery warm afterglow."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,43,1
+deschutes_brewery-green_lakes_organic_ale,0,0,244618231808,"{""name"":""Green Lakes Organic Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Discover Deschutes Brewery’s intriguing amber ale, our Ode to Mother Earth. Experience its mellow malt profile intertwined with subtly surprising hop flavors. Green Lakes Organic Ale is brewed with five types of 100% organic malted barley and balanced with Liberty and Salmon-Safe Sterling hops. Easy to drink. Easy on the Environment. Downright Delicious. Who knew celebrating Mother Earth could taste so good.\r\n\r\nAfter working with Oregon Tilth for nearly six months, Deschutes Brewery received organic certification for its 50 barrel brew house and can now brew tasty organic ales for year-round enjoyment.\r\n\r\nFish need cool clean water. So do you. That’s why we sourced Salmon-Safe certified Sterling hops for our first organic beer. The way these flavorful, rich hops are grown makes sure that streams are shaded and there is not runoff to nearby waterways. That way the rivers stay cool and clean for migrating salmon. Not only is our Green Lakes beer organic, it helps protect our rivers as well."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+great_lakes_brewing-eliot_ness_amber_lager,0,0,244735803393,"{""name"":""Eliot Ness Amber Lager"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An amber lager with rich, fragrant malt flavors balanced by crisp, noble hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+loaf_and_stein_brewing-red_ale,0,0,244858290176,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""loaf_and_stein_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+aviator_brewing_company,0,0,244379090945,"{""name"":""Aviator Brewing Company"",""city"":""Fuquay Varina"",""state"":""North Carolina"",""code"":""27526"",""country"":""United States"",""phone"":""(919)567-BEER"",""website"":""http://www.aviatorbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""209 Technology Park Lane""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6197,""lon"":-78.8085}}",1,55,1
+coronado_brewing_company-island_pale_ale_ipa,0,0,244496728065,"{""name"":""Island Pale Ale (IPA)"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Islander IPA is a powerful West Coast IPA. This beer bites back with an intense hoppy zing and high alcohol content. The Islander IPA is dry hopped with tons of Centennial & Chinook hops and its fruity aroma will win your approval."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,52,1
+brauhaus_johann_albrecht_konstanz-nickelbier,0,0,244477722624,"{""name"":""Nickelbier"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_konstanz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,10,1
+allguer_brauhaus_ag_kempten_brausttte_leuterschach-sailerbrau_rauchenfels_steinweizen,0,0,244376666112,"{""name"":""Sailerbräu Rauchenfels Steinweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allguer_brauhaus_ag_kempten_brausttte_leuterschach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+brasserie_de_l_abbaye_des_rocs-speciale_noel,0,0,244361527297,"{""name"":""Spéciale Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+mikkeller-beer_geek_breakfast,0,0,244857569282,"{""name"":""Beer Geek Breakfast"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mikkeller"",""updated"":""2010-07-22 20:00:20"",""description"":""Breakfast is the most important meal of the day, many say, and if you are a beer geek there is no better way to start the day than with a powerful, complex morning stout. The unique mix of oats and coffee gives this beer large body and power, while the coffee, at the same time, creates a nice balance."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,1,1
+bonfire_brewery,0,0,244380073985,"{""name"":""Bonfire Brewery"",""city"":""Northville"",""state"":""Michigan"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.4311,""lon"":-83.4833}}",1,58,1
+capital_brewery-capital_oktoberfest,0,0,244478181377,"{""name"":""Capital Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,11,1
+panther_brewing_company-three_stooges_beer,0,0,244999323648,"{""name"":""Three Stooges Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""panther_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,46,1
+moab_brewery-scorpion_pale_ale,0,0,244873035776,"{""name"":""Scorpion Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moab_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+abita_brewing_company-turbodog,0,0,244372340736,"{""name"":""Turbodog"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Abita Turbodog is a dark brown ale brewed with Willamette hops and a combination of British pale, crystal and chocolate malts.\r\n\r\nThis combination gives Turbodog its rich body and color and a sweet chocolate-toffee like flavor. Turbodog began as a specialty ale but has gained a huge loyal following and has become one of our three flagship brews.\r\n\r\nJust a bit stronger than our other brews, so . . .beware of the dog!"",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,37,1
+estes_park_brewery-trail_ridge_red,0,0,244609777665,"{""name"":""Trail Ridge Red"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our red is a special bitter. This means it has medium body and mild bitterness. These balance well with the rich copper color. We use American hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+flat_earth_brewing_company,0,0,244609449984,"{""name"":""Flat Earth Brewing Company"",""city"":""St. Paul"",""state"":""Minnesota"",""code"":""55116"",""country"":""United States"",""phone"":"""",""website"":""http://flatearthbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""After years of careful planning  and mortgaging everything  the Flat Earth Brewing Company was brought to life in 2007 by head brewer Jeff Williamson and his wife Cathie. In search of a calmer life and an even better beer, Jeff turned his passion for brewing into a career. After a temporary stint at Northern Brewer and a job as an assistant brewer at Minneapolis Town Hall Brewery, Flat Earth opened in Saint Paul and set out to create beers not normally found in the upper Midwest. Flat Earth's distinctive brews are often inspired by the couple's travels and time spent in conversation with family and friends. The company's brewing on the edge philosophy is reflected in its stylish interpretation of traditional brewing assumptions. Today, Flat Earth Brewing produces a variety of artisan ales and lagers every month. As the beers roll out of the brewery, you're sure to see a theme develop around their names  a hint of conspiracy, perhaps. The names are meant to get people thinking and talking. Whether you enjoy Flat Earth beers at home or out with friends, there are no secrets when it comes to good beer."",""address"":[""2035 Benson Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.9084,""lon"":-93.1538}}",1,7,1
+carmel_brewing-hefeweizen,0,0,244479557633,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carmel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+boulder_beer_company-singletrack_copper_ale,0,0,244380663808,"{""name"":""Singletrack Copper Ale"",""abv"":4.97,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+humboldt_brewing-pale_ale,0,0,244734820352,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+kenya_breweries-tusker_premium_lager,0,0,244753825795,"{""name"":""Tusker Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kenya_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_xh,0,0,244734296066,"{""name"":""Hitachino Nest XH"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark ale with a tan head. Subtle sake flavor from cask aging."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,0,1
+egan_brewing-princess_of_darkness_porter,0,0,244630224896,"{""name"":""Princess of Darkness Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,56,1
+21st_amendment_brewery_cafe-watermelon_wheat,0,0,244377124864,"{""name"":""Watermelon Wheat"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""The definition of summer in a pint glass. This unique, American-style wheat beer, is brewed with 400 lbs. of fresh pressed watermelon in each batch. Light turbid, straw color, with the taste and essence of fresh watermelon. Finishes dry and clean. Now Available in Cans!"",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,50,1
+bonaventure_brewing_co-bonaventure_pale_ale,0,0,244363165698,"{""name"":""Bonaventure Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bonaventure_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Light amber color and a mild malty background. Well-hopped featuring Cascade hops with a distinct floral finish."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+celis_brewery-grand_cru,0,0,244490371072,"{""name"":""Grand Cru"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""celis_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+gordon_biersch_brewing-gordon_biersch_czech_lager,0,0,244607942657,"{""name"":""Gordon Biersch Czech Lager"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,4,1
+st_peter_s_brewery-cream_stout,0,0,245107589121,"{""name"":""Cream Stout"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,22,1
+jt_whitney_s_brewpub_and_eatery,0,0,244736196610,"{""name"":""JT Whitney's Brewpub and Eatery"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53711"",""country"":""United States"",""phone"":""1-608-274-1776"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""674 South Whitney Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.0519,""lon"":-89.4737}}",1,6,1
+blue_corn_caf_and_brewery_albuquerque-plaza_porter,0,0,244378763266,"{""name"":""Plaza Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_corn_caf_and_brewery_albuquerque"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+old_dominion_brewing_co,0,0,244874018816,"{""name"":""Old Dominion Brewing Co."",""city"":""Dover"",""state"":""Delaware"",""code"":""19901"",""country"":""United States"",""phone"":""(302) 678-4810"",""website"":""http://www.olddominion.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1284 McD Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.154,""lon"":-75.4884}}",1,42,1
+brauerei_grieskirchen_ag,0,0,244480081920,"{""name"":""Brauerei Grieskirchen AG"",""city"":""Grieskirchen"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-72-48/607-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Stadtplatz 14""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.2351,""lon"":13.8292}}",1,16,1
+dock_street_beer-rye_ipa,0,0,244612857858,"{""name"":""Rye IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""An aggressively hopped American Style Pale Ale brewed with Simcoe and Amarillo hops. The use of 20% rye gives this ale a unique dry and spicy character."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+brouwerij_van_steenberge-augustijn_ale,0,0,244479164416,"{""name"":""Augustijn Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+john_harvard_s_brew_house_harvard_square-framingham_maibock,0,0,244750942209,"{""name"":""Framingham Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brew_house_harvard_square"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,41,1
+real_ale_brewing_company-full_moon_pale_rye_ale,0,0,245000044544,"{""name"":""Full Moon Pale Rye Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""real_ale_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Tawny red and full of malt and hops, Full Moon's unique flavor truly satisfies. The smooth sweetness of malted rye and barley is complemented by generous helpings of Willamette and Cascade hops, resulting in an assertive American amber ale."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,47,1
+anheuser_busch-redbridge,0,0,244369391617,"{""name"":""Redbridge"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Redbridge beer doesn’t need to make promises to stand out from the crowd; its very essence sets it apart. Redbridge is made without wheat or barley, so the approximately 3.2 million consumers who are unable to drink beer made with barley due to Celiac Disease or because they follow a wheat-free or gluten-free diet can once again enjoy a great tasting beer. Redbridge is a rich, full-bodied lager brewed from sorghum for a well-balanced, moderately hopped taste."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+coastal_fog_brewing-pale,0,0,244489912320,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coastal_fog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+thirsty_dog_brewing-orthus_belgian_dubbel,0,0,245107261442,"{""name"":""Orthus Belgian Dubbel"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Orthus was the two-headed hell hound brother of Cerberus, the three-headed dog that guarded the gates of hell. Orthus is a Belgian Dubbel brown in color, 7 grains, 3 hops, Trappist high gravity yeast. Very Drinkable."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,21,1
+the_round_barn_winery_brewery-round_barn_summer_wheat,0,0,245108178946,"{""name"":""Round Barn Summer Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_round_barn_winery_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An unpretentious American pale wheat beer, our Summer Wheat pours a cloudy golden-orange, just like a sunset over Lake Michigan. Its assertive wheat flavor is complimented with hints of citrus zest. Garnish with a slice of orange or lemon. Round Barn beer is bottle conditioned, decant into a weizen glass before drinking for the best taste experience."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,23,1
+glen_ellyn_sports_brew-g_e_lite,0,0,244610301954,"{""name"":""G.E. Lite"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+brouwerij_girardin,0,0,244487749633,"{""name"":""Brouwerij Girardin"",""city"":""Sint-Ulriks-Kapelle"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-024-52-64-19"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lindenbergstraat 10""]}",1,33,1
+minneapolis_town_hall_brewery-smoked_porter,0,0,244874805248,"{""name"":""Smoked Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+o_gara_s_bar_grill-sligo_red,0,0,244874543106,"{""name"":""Sligo Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+dragonmead_microbrewery-final_absolution,0,0,244618231809,"{""name"":""Final Absolution"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dragonmead's signature product! This is the ultimate Belgian style. The very high gravity of this beer is balanced by the smoothness of its finish. Banana and Clove aromas come from the Belgian yeast strain combining with the generous dose of Belgian Candi Sugar. The Saaz hops help to give this beer a balanced bitterness with no noticeable hop aroma."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,28,1
+grumpy_troll_restaurant_and_brewery-trailside_wheat,0,0,244735803394,"{""name"":""Trailside Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,5,1
+martini_brauerei-weissbier_dunkel,0,0,244858355712,"{""name"":""Weissbier Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""martini_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+bell_s_brewery_inc-octoberfest_beer,0,0,244379156480,"{""name"":""Octoberfest Beer"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A coppery amber lager that showcases a full bodied, malty flavor that is balanced by a refreshing bitterness derived from fine noble hops."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,55,1
+crested_butte_brewery_pub,0,0,244496728066,"{""name"":""Crested Butte Brewery &  Pub"",""city"":""Crested Butte"",""state"":""Colorado"",""code"":""81224"",""country"":""United States"",""phone"":""1-970-349-5026"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""226 Elk Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.8698,""lon"":-106.987}}",1,52,1
+brewery_vivant-vivant_tripel,0,0,244477722625,"{""name"":""Vivant Tripel"",""abv"":9.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_vivant"",""updated"":""2011-06-22 12:22:12"",""description"":""A classic golden ale, with subtle esters of banana and bubblegum. This beer pours with a creamy head and ends with a sweetness of light Belgian candi sugars. Our brewmaster aged this ale for an extended period to round out the flavors. A great traditional Belgian brew. "",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,10,1
+anchor_brewing-anchor_summer_beer,0,0,244376666113,"{""name"":""Anchor Summer Beer"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Anchor Summer is the first American wheat beer in modern times. Our first brew of this light and refreshing beer was in the summer of 1984.\r\n\r\nAnchor Summer is an all-malt beer, and over 50% of its malt comes from malted wheat. It is fermented with a Triticum aestivum, AKA wheat traditional top-fermenting \""ale\"" yeast because we prefer the clean flavors developed by this yeast. We believe that this style best celebrates the refreshingly light flavor of malted wheat. You may notice that the head on this beer is unusually abundant, with a consistency similar to whipped egg whites. This is due to protein contributed by the wheat.\r\n\r\nThe brewers at Anchor are proud to have revived not only rich hearty dark beers, but also this light crisp style of a modern American wheat beer.\r\n\r\nSummer getaway Wheat malt contributes to an unusual lightness and dryness to the palate, and this—combined with the distinctive flavor of the wheat—makes for a perfect thirst-quenching beverage. It is the ideal drink for beer lovers who appreciate tradition and character in their beer, but also seek a lighter, refreshing style, perfect for warm weather.\r\n\r\n-http://www.anchorbrewing.com/beers/summerbeer.htm"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,49,1
+brasserie_duyck-jenlain_blonde,0,0,244478312448,"{""name"":""Jenlain Blonde"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_duyck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+moosehead_breweries-moosehead_lager,0,0,244857634816,"{""name"":""Moosehead Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosehead_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,1,1
+boston_beer_company-samuel_adams_noble_pils,0,0,244380073986,"{""name"":""Samuel Adams Noble Pils"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Samuel Adams Noble Pils is one of the only brews made with all five Noble hops from the world’s growing regions. its bright flavor and lively, citrus hop character reminds us that the warm days of spring are just a few weeks away."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,58,1
+carlsberg_sverige_ab,0,0,244478181378,"{""name"":""Carlsberg Sverige AB"",""city"":""Falkenberg"",""state"":"""",""code"":"""",""country"":""Sweden"",""phone"":""46-08-757-70-00"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""rstadvgen""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":56.9002,""lon"":12.5405}}",1,11,1
+pivovar_herold_beznice,0,0,244999389184,"{""name"":""Pivovar Herold Beznice"",""city"":""Beznice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-318-682-047"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Nadrazni ul.""]}",1,46,1
+murphy_s_wagon_wheel,0,0,244873035777,"{""name"":""Murphy's Wagon Wheel"",""city"":""Hastings"",""state"":""Nebraska"",""code"":""68901"",""country"":""United States"",""phone"":""1-402-463-3011"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""107 North Lincoln Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.5843,""lon"":-98.3912}}",1,40,1
+adnams_co-adnam_s_suffolk_special_bitter,0,0,244372340737,"{""name"":""Adnam's Suffolk Special Bitter"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Adnams Suffolk Special Bitter, at 4.5% alcohol by volume, is a dry, crisp, refreshing, and distinctly hoppy example of its style.\r\n\r\nThis beer is also available in some markets in tradtional cask form, as Adnams Bitter. At only 3.7% alcohol, Adnams Bitter is the classic English 'ordinary,' though we think you'll agree that there's full of flavor.\r\n\r\nDespite its rich heritage and enduring fame, Adnams is not a company willing to rest on its laurels. Its continued commitment to quality and innovative packaging designs has made it Britain’s fastest growing brewery over the last two years. To top it off, Adnams’ head brewer was recently chosen as Britain’s Brewer of the Year by a panel of his peers."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,37,1
+faultline_brewing_1-stout,0,0,244609777666,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,8,1
+founders_brewing-centennial_ipa,0,0,244609449985,"{""name"":""Centennial IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Selected as a benchmark for the Beer Judge Certification Program used in all American based beer judgings. Centennial IPA has quickly become the IPA of choice. Pour yourself a pint of this complex flavorful ale and bask in the frothy head's floral bouquet. Relish the immense citrus accents, achieved by the abundance of dry hopping. This ale's sweet, malty undertones balance the hop character with a finish that never turns too bitter."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+carver_brewing_co-old_oak_amber_ale,0,0,244479623168,"{""name"":""Old Oak Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carver_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A well balanced American Amber Ale. Smooth malt character balanced with a healthy dose of Cascade hops aged on oak chips - our most popular beer."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,14,1
+brasserie_dupont-saison_vielle_provision,0,0,244498956288,"{""name"":""Saison Vielle Provision"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+industrias_la_constancia_ilc-regia_extra,0,0,244734820353,"{""name"":""Regia Extra"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""industrias_la_constancia_ilc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_sweet_stout,0,0,244753891328,"{""name"":""Hitachino Nest Sweet Stout"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+knig_brauerei-pilsener,0,0,244734296067,"{""name"":""Pilsener"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knig_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+etna_brewing,0,0,244630224897,"{""name"":""Etna Brewing"",""city"":""Etna"",""state"":""California"",""code"":""96027"",""country"":""United States"",""phone"":""1-530-467-5277"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""131 Callahan""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.4559,""lon"":-122.846}}",1,56,1
+3_fonteinen_brouwerij_ambachtelijke_geuzestekerij-oude_geuze,0,0,244377124865,"{""name"":""Oude Geuze"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""3_fonteinen_brouwerij_ambachtelijke_geuzestekerij"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,50,1
+boston_beer_company-samuel_adams_chocolate_bock,0,0,244363231232,"{""name"":""Samuel Adams Chocolate Bock"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,17,1
+cervecera_cuauhtmoc_moctezuma-tecate,0,0,244490371073,"{""name"":""Tecate"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+gottberg_brew_pub-tin_lizzie_hefeweizen,0,0,244607942658,"{""name"":""Tin Lizzie Hefeweizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,4,1
+stieglbrauerei_zu_salzburg_gmbh-paracelsus_zwickl,0,0,245107589122,"{""name"":""Paracelsus Zwickl"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""Paracelsus Zwickl is a natural beer specialty with a mellow impression on the tongue. The aftertaste unfolds a slight bitterness. Zwickl-beer is not filtered and therefore shows some cloudiness due to rests of yeast, minerals and trace elements.\r\n\r\nThis very special beer is brewing at its best using a sophisticated recipe combined with love and dedication. Stiegl only uses excellent ingredients from Austrian agricultural suppliers, applying biological techniques. As a result of this Paracelsus Zwickl beer was awarded the Bio-Austria certificate. Bio-production is subject to strict yearly controls by “Austria-Bio-Guaranty”.\r\n\r\n“Bier is a really divine medicine”. This quotation comes from Paracelsus (1493 – 1541). He was a well known physician, forward thinker and visionary who lived in Salzburg for many years. He found out that beer had healing powers.""}",1,22,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2006,0,0,244736262144,"{""name"":""Harvest Ale 2006"",""abv"":11.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,6,1
+brasserie_d_achouffe-biere_de_mars,0,0,244378828800,"{""name"":""Bière de Mars"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_achouffe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+olde_peninsula_brewpub_and_restaurant-haymarket_ale,0,0,244874018817,"{""name"":""Haymarket Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,42,1
+brauerei_hrle,0,0,244480147456,"{""name"":""Brauerei Hrle"",""city"":""Leutkirch im Allgäu"",""state"":""Baden-Württemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7561-/-9828-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Am Hopfengarten 5""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.8243,""lon"":10.0239}}",1,16,1
+edelweissbrauerei_farny-humpis_original_naturtrub,0,0,244612857859,"{""name"":""Humpis-Original Naturtrub"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""edelweissbrauerei_farny"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+browar_zywiec-porter,0,0,244479164417,"{""name"":""Porter"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_zywiec"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,13,1
+jolly_pumpkin_artisan_ales-noel_de_calabaza,0,0,244750942210,"{""name"":""Noel de Calabaza"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep mahogany and malty, layered hops, figs, raisins, sugar plums, cashews betwixt rum laden truffles.""}",1,41,1
+rock_bottom_restaurant_brewery_denver-falcon_pale_ale,0,0,245000044545,"{""name"":""Falcon Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_denver"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+appalachian_brewing_company-trail_blaze_organic_brown_ale,0,0,244369391618,"{""name"":""Trail Blaze Organic Brown Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Trail Blaze Organic American Brown Ale exhibits a beautiful deep copper color and an evident hop bitterness & aroma.  This is balanced against roasted caramel-like characteristics and hints of chocolate. \r\n\r\nOur first in a series of organic beers is named for the markers that keep a hiker on the correct path.  Many of the hiking trails in our area have simple to very distinguished trail blazes.  After a long hike, there is nothing better at the end of the trail than ABC organic ale."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,31,1
+commonwealth_brewing_1-golden_ale,0,0,244489912321,"{""name"":""Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""commonwealth_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+thirsty_dog_brewing-stud_service_stout,0,0,245107326976,"{""name"":""Stud Service Stout"",""abv"":3.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional dry Irish Stout. Very Flavorful while low in calories and alcohol. An easy drinking “session beer” that has a nice caramel flavor an smooth finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,21,1
+three_floyds_brewing-robert_the_bruce_scottish_ale,0,0,245108244480,"{""name"":""Robert the Bruce Scottish Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A big malty body from chocolate and roasted malts, well balanced with just the right combination of hops. Robust yet smooth, a true malt-lover's delight."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,23,1
+glenwood_canyon_brewing_company-dos_rios_vienna_lager,0,0,244610367488,"{""name"":""Dos Rios Vienna Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glenwood_canyon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+brouwerij_van_hoegaarden-hoegaarden,0,0,244487749634,"{""name"":""Hoegaarden"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_hoegaarden"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoegaarden is the authentic Belgian wheat or white beer. It has a unique and extremely complex brewing process whereby the brand is first top fermented and then is refermented within the bottle - ending up in a unique cloudy-white appearance. The brand's unique appearance is mirrored by its one-of-a-kind taste - sweet and sour beer with a little bitterness, slightly spicy, with a strong touch of coriander and a hint of orange, perfect for warm summer days, instead of other refreshing beverages. Refreshing, a little quirky, and decidedly different - naturally."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,33,1
+mishawaka_brewing-raspberry_wheat_ale,0,0,244874805249,"{""name"":""Raspberry Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,44,1
+otto_s_pub_and_brewery-spruce_creek_lager,0,0,244874608640,"{""name"":""Spruce Creek Lager"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This light refreshing American lager has a malty smooth character and low hop bitterness."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+einbecker_brauhaus_ag,0,0,244618297344,"{""name"":""Einbecker Brauhaus AG"",""city"":""Einbeck"",""state"":""Niedersachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)5561-/-797-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Papenstrae 4-7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.8162,""lon"":9.8643}}",1,28,1
+heineken_hungaria,0,0,244735868928,"{""name"":""Heineken Hungária"",""city"":""Sopron"",""state"":"""",""code"":"""",""country"":""Hungary"",""phone"":"""",""website"":""http://www.heinekenhungaria.hu/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Known before Soproni Sörgyár"",""address"":[]}",1,5,1
+mcmenamins_mill_creek-irish_stout,0,0,244858421248,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+brasserie_de_silenrieux-sara_buckwheat_ale,0,0,244379156481,"{""name"":""Sara Buckwheat Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silenrieux"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+de_proef_brouwerij-zoetzuur_flemish_ale,0,0,244628455424,"{""name"":""Zoetzuur Flemish Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+brooklyn_brewery,0,0,244477722626,"{""name"":""Brooklyn Brewery"",""city"":""Brooklyn"",""state"":""New York"",""code"":""11211"",""country"":""United States"",""phone"":""1-718-486-7422"",""website"":""http://www.brooklynbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""79 North Eleventh Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7215,""lon"":-73.9575}}",1,10,1
+anchor_brewing-old_foghorn_1998,0,0,244376666114,"{""name"":""Old Foghorn 1998"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+brasserie_la_caracole-saxo,0,0,244478377984,"{""name"":""Saxo"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_caracole"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+new_belgium_brewing-fat_tire_amber_ale,0,0,244857634817,"{""name"":""Fat Tire Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Named in honor of our founder Jeff's bike trip through Belgium, Fat Tire Amber Ale marks a turning point in the young electrical engineer's home brewing. \r\n\r\nBelgian beers use a far broader pallet of ingredients (fruits, spices, esoteric yeast strains) than German or English styles. Jeff found the Belgian approach freeing. Upon his return, Jeff created Fat Tire and Abbey Belgian Ale, (assuming Abbey would be his big gun). He and his wife, Kim traveled around sampling their homebrews to the public. \r\n\r\nFat Tire's appeal quickly became evident. People liked everything about it. Except the name. Fat Tire won fans is in its sense of balance: toasty, biscuit-like malt flavors coasting in equilibrium with hoppy freshness."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,1,1
+boston_beer_company-samuel_adams_white_ale,0,0,244380139520,"{""name"":""Samuel Adams White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Spicy yet smooth. Brewed with 10 exotic spices.\r\nThis beer's roots are in Belgium, and the classic Wit biers produced by Belgium's brewers. The style gets its name from the white, milky appearance of this unfiltered wheat ale. The brewers of Samuel Adams® beer, taking inspiration from the Belgians, have created a classic of their own. On the malt side, we use malted two row Pale barley, malted wheat, and Munich malt to give this beer a crisp, malty, cereal finish and smooth mouth feel. The hops used are Noble Tettnang Tettnanger hops. At the end of the kettle boil, we add a proprietary spice blend to give Samuel Adams® White Ale a unique and complex flavor, without being overpowering or cloying. The spice blend includes orange and lemon peel, dried plum, grains of paradise, coriander, anise, hibiscus, rose hips, tamarind, and vanilla. It is this special blend of spices that gives Samuel Adams® White Ale its unique character, complexity and refreshing drinkability. The beer is coarse filtered, leaving a white haze from the malt proteins. Our proprietary top fermenting ale yeast ferments the beer, imparting its signature character - bright and slightly fruity."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,58,1
+central_city_brewing_company-steelhead_stout,0,0,244478181379,"{""name"":""Steelhead Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,11,1
+privatbrauerei_erdinger_weissbru-oktoberfest_weizen,0,0,244999389185,"{""name"":""Oktoberfest Weizen"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_erdinger_weissbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+new_zealand_breweries_limited-speight_s_gold_medal_ale,0,0,244873035778,"{""name"":""Speight's Gold Medal Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_zealand_breweries_limited"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,40,1
+21st_amendment_brewery_cafe-563_stout,0,0,244371423232,"{""name"":""563 Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep black color, toasted black burnt coffee flavors and aroma. Dispensed with Nitrogen through a slow-flow faucet giving it the characteristic cascading effect, resulting in a rich dense creamy head."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+adnams_co-adnams_tally_ho,0,0,244372406272,"{""name"":""Adnams Tally Ho"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""adnams_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The original winter warmer, Tally-Ho is actually a barley wine brewed to a nineteenth century recipe. It's sweet; it's heart-warming; it's rich - but watch out, it's got a kick like a drayman's horse!"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,37,1
+firestone_walker_brewing_company-firestole_pale_31,0,0,244609843200,"{""name"":""Firestole Pale 31"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firestone_walker_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""One of the most award-winning American style pale ales in the country. This is the American beer style that started a revolution in taste. We’ve taken the classic British pale ale and elevated it with a wonderful dose of northwest American hops. A crisp floral hop aroma precedes a medium-bodied clean finishing ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,8,1
+founders_brewing-rubaeus,0,0,244609515520,"{""name"":""Rubaeus"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""As promised Founders Brewing Company has created something unlike the rest. Amongst this summers over croweded race to cloudy wheat beers, we have decided to embark down a path all our own. Using only fresh rasberries, rubaeus translates into intese flavors combined with a no hesitation malt bill. In fermentation we add fresh rasberries at five separate stages to achieve the ulttimate balance between tartness and sweetness."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,7,1
+cerveceria_la_constancia,0,0,244479623169,"{""name"":""Cervecería La Constancia"",""city"":""San Salvador"",""state"":"""",""code"":"""",""country"":""El Salvador"",""phone"":""2231-5143"",""website"":""http://www.laconstancia.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,14,1
+brasserie_fantme-dark_white,0,0,244499021824,"{""name"":""Dark White"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_fantme"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+jacob_leinenkugel_brewing_company-fireside_nut_brown,0,0,244734820354,"{""name"":""Fireside Nut Brown"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+kona_brewing-pipeline_porter,0,0,244753891329,"{""name"":""Pipeline Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pipeline Porter is smooth and dark with a distinctive roasty aroma and earthy complexity from its diverse blends of premium malted barley. This celebration of malt unites with freshly roasted 100% Kona coffee grown at Cornwell Estate on Hawaii’s Big Island, lending a unique roasted aroma and flavor. A delicate blend of hops rounds out this palate-pleasing brew."",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+lafayette_brewing-black_angus_oatmeal_stout,0,0,244734296068,"{""name"":""Black Angus Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lafayette_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+f_x_matt_brewing-saranac_brown_ale,0,0,244630290432,"{""name"":""Saranac Brown Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Brown Ale is brewed with American malt and hops, and traditional ale yeast. Look for a sweet, chocolaty taste, with balanced bitterness resulting in a full flavored but smoothly drinkable beer."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,56,1
+anchor_brewing-christmas_ale_2007,0,0,244377124866,"{""name"":""Christmas Ale 2007"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+boulder_beer_company-cold_hop,0,0,244363296768,"{""name"":""Cold Hop"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,17,1
+cigar_city_brewing-jai_alai_ipa,0,0,244490436608,"{""name"":""Jai Alai IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Jai Alai IPA is a monster interpretation of an American IPA. In fact, it is so big that it equals the alcohol of some double IPAs on the market. Our IPA uses 6 different hop varietals, with Simcoe hops only being used for dry hopping. The rest of the hop additions are blended at different IBU's (International Bittering Units) in groups of three hops per addition in order to create more hop complexity. At CCB, we love hops but also feel that balance is important for IPAs. So Jai Alai features a sturday caramel malt component which helps to create balance, staving off hop astringency. Ultimately, Jai Alai is a very strong interpretation of a single American IPA. We hope that it makes Tampa Bay natives happy because this is head brewer Wayne Wamble's favorite Cigar City beer and he'd love to share one with you!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,39,1
+great_dane_pub_and_brewing_2-stone_of_scone_scotch_ale,0,0,244735344640,"{""name"":""Stone of Scone Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,4,1
+stone_brewing_co-9th_anniversary_ipa,0,0,245107654656,"{""name"":""9th Anniversary IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,22,1
+knigsegger_walderbru-walderbrau_export,0,0,244736262145,"{""name"":""WalderBräu Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knigsegger_walderbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+brasserie_d_ecaussinnes,0,0,244378828801,"{""name"":""Brasserie d'Ecaussinnes"",""city"":""Ecaussinnes"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-067-/-34-22-77"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""rue Restaumont, 118""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.5593,""lon"":4.1365}}",1,54,1
+oskar_blues_grill_and_brew-gordon,0,0,244874084352,"{""name"":""Gordon"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Gordon is a hybrid version of strong ale, somewhere between an Imperial Red and a Double IPA. We make it with six different malts and three types of hops, then dry-hop it with a mutha lode of Amarillo hops. It is 8.7% alcohol by volume, and has 85 International Bittering Units. \r\n\r\nIt features a gooey, resiny aroma and a luscious mouthfeel. Gordon is brewed with dash of chocolate malt in it, to round out its load of hops and balance the beer. The result is an assertive yet exceptionally smooth version of strong beer.\r\n\r\nWe brew Gordon in tribute to the late Gordon Knight. In addition to opening some of Colorado’s first microbreweries, Knight was a Vietnam vet, grade-A citizen, and huge promoter of craft beer. He lost his life in 2002 while fighting a wild fire outside of Lyons, Colorado.\r\n\r\nOriginally our winter seasonal beer, it has become a cult favorite of extreme-beer lovers, so we now brew occasional batches of Gordon throughout the year. Released in bottles in 2003 and 2004, Gordon is now sold in four packs of hand-labeled cans and on draft in select markets.\r\n\r\n--http://www.oskarblues.com/brew/"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,42,1
+breckenridge_brewery-471_double_ipa,0,0,244480212992,"{""name"":""471 Double IPA"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,16,1
+egan_brewing-hefeweizen,0,0,244612923392,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,15,1
+butte_creek_brewing,0,0,244479164418,"{""name"":""Butte Creek Brewing"",""city"":""Chico"",""state"":""California"",""code"":""95928"",""country"":""United States"",""phone"":""1-530-894-7906"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""945 West Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7245,""lon"":-121.848}}",1,13,1
+kulmbacher_mnchshof_bru-original_pils,0,0,244751007744,"{""name"":""Original Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_mnchshof_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+rock_bottom_restaurant_brewery_minneapolis-eric_the_red,0,0,245000044546,"{""name"":""Eric the Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,47,1
+bamberger_mahr_s_bru-ungespundet_lager_hefetrub,0,0,244369457152,"{""name"":""Ungespundet Lager Hefetrub"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+coors_brewing_golden_brewery-coors_extra_gold_lager,0,0,244489977856,"{""name"":""Coors Extra Gold Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coors' Extra Gold Lager is a rich, full-flavored lager that has a deep golden color.  Extra Gold Lager starts with the slow aging of its roasted malts, which are then combined with its other premium ingredients and slow-brewed to produce this exceptional, refined lager."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+titletown_brewing-belgian_summer_ale,0,0,245107326977,"{""name"":""Belgian Summer Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+timmermans-timmermans_faro,0,0,245108244481,"{""name"":""Timmermans  Faro"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+gottberg_brew_pub-princess_of_darkness_porter,0,0,244610367489,"{""name"":""Princess of Darkness Porter"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,9,1
+brouwerij_van_hoegaarden-original_white_ale,0,0,244487815168,"{""name"":""Original White Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_hoegaarden"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoegaarden, both unique and very refreshing, is an authentic Belgian wheat beer. In fact, it is the original “Wit” beer! First brewed in 1445, this top-fermented beer is refermented in the bottle or keg. Hoegaarden has a distinctive, cloudy yellow colour and a uniquely refined taste that balances a slight spiciness from a touch of coriander and orange peel.""}",1,33,1
+nebraska_brewing_company-brunette_nut_brown_ale,0,0,244874805250,"{""name"":""Brunette Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+pete_s_brewing-wicked_ale,0,0,244998209536,"{""name"":""Wicked Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pete's Wicked Ale is an experience out of the ordinary. Our tantalizing ruby-brown ale with distinctive malts and aromatic Brewers Gold hops is sure to stir up an urge to get loose."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,43,1
+elliott_bay_brewery_and_pub-riot_ale,0,0,244618362880,"{""name"":""Riot Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+hoffbrau_steaks_brewery_2-dunkel_weizen,0,0,244735868929,"{""name"":""Dunkel Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+mia_and_pia_s_pizzeria_and_brewhouse-kalamath_basin_ipa,0,0,244858421249,"{""name"":""Kalamath Basin IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mia_and_pia_s_pizzeria_and_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+brasserie_de_silly-scotch,0,0,244379222016,"{""name"":""Scotch"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_silly"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+dogfish_head_craft_brewery-60_minute_ipa,0,0,244628520960,"{""name"":""60 Minute IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship beer. A session India Pale Ale brewed with Warrior, Amarillo & 'Mystery Hop X.' A powerful East Coast I.P.A. with a lot of citrusy hop character. THE session beer for beer geeks like us!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,52,1
+brouwerij_de_block,0,0,244477788160,"{""name"":""Brouwerij De Block"",""city"":""Merchtem-Peizegem"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-052-37-21-59"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Nieuwbaan 92""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.985,""lon"":4.2226}}",1,10,1
+anderson_valley_brewing-horn_of_the_bear_barleywine,0,0,244376731648,"{""name"":""Horn of the Bear Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+brauerei_hrlimann-hexen_brau,0,0,244478377985,"{""name"":""Hexen Bräu"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_hrlimann"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+new_holland_brewing_company-full_circle,0,0,244857700352,"{""name"":""Full Circle"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A kölsch-style beer, Full Circle is a refreshing celebration of our brewery’s belief in balance. The soft, well-rounded malt character, light hop profile and crisp finish bring us back around to the familiar tastes of classic, thirst-quenching beer. We recommend Full Circle with fish and just about anything from the grill.""}",1,1,1
+brasserie_bnifontaine-castelain_st_amand_french_country_ale,0,0,244380139521,"{""name"":""Castelain St.Amand French Country Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_bnifontaine"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+cervecera_centro_americana_s_a,0,0,244478246912,"{""name"":""Cervecera Centro Americana S.A."",""city"":""Guatemala City"",""state"":"""",""code"":"""",""country"":""Guatemala"",""phone"":""502-288-1555-/-289-1"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3ra.Av.Norte Final, Finca El Zapote, Zona 2""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":14.6133,""lon"":-90.5353}}",1,11,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-weisse_dunkel,0,0,244999454720,"{""name"":""Weisse Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+o_gara_s_bar_grill-irish_gold,0,0,244873101312,"{""name"":""Irish Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+21st_amendment_brewery_cafe-north_star_red,0,0,244370898944,"{""name"":""North Star Red"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""21st_amendment_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep amber color. Subtle hop floral nose intertwined with sweet crystal malt aromas. Rich malt flavors supporting a slight bitterness finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,34,1
+aass_brewery-juleol,0,0,244371488768,"{""name"":""Juleøl"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aass_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Norwegian Juleøl can be traced back more that 1000 years. The \""Gulatinglov\"", one of the first Norwegian laws written in the 9th century, has a chapter on brewing beer for the midwinter celebration in January. The festivities were held to celebrate the Norse Gods; Odin, Frøy and Njord as well as the \""return\"" of the sun.\r\nFurthermore, the tradition was adopted by the Vikings that brought Christianity to the country between 1000 and 1100. They moved the tradition to December in connection with the birth of Jesus. \r\nIn those days a farmer that did not set aside the best crop to produce the beer could lose his house to the king and the church. The law has been changed, but we promise you that we still use the very best of malt, yeast, hops, and pure Norwegian water to produce our Christmas beer.\r\n\r\nAass Juleøl has won most of the Norwegian Juleøl taste test conducted over time. For those of you that know what \""lutefisk\"" is, Aass Juleøl is the perfect choice of beverage to this traditional Norwegian dish."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,35,1
+anderson_valley_brewing-winter_solstice_seasonal_ale_1992,0,0,244372406273,"{""name"":""Winter Solstice Seasonal Ale 1992"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+first_coast_brewing-golden_lager,0,0,244609843201,"{""name"":""Golden Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""first_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+gaslight_brewery-pirate_pale,0,0,244609515521,"{""name"":""Pirate Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+chelsea_brewing_company,0,0,244479623170,"{""name"":""Chelsea Brewing Company"",""city"":""New York"",""state"":""New York"",""code"":""10011"",""country"":""United States"",""phone"":""212.336.6440"",""website"":""http://chelseabrewingco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Chelsea Brewing Company, rated the best brewery in New York, is a first class waterfront restaurant and the only micro-brewery in Manhattan located at pier 59.With over 15 years of experience, and 8 National Awards, we are proud to serve up to 27 natural hand-crafted ales and specialty beers using only the finest malts and hops from around the world. We offer beer tastings, brewery tours and group packages."",""address"":[""Chelsea Piers, Pier 59""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":40.7457,""lon"":-74.0086}}",1,14,1
+brewery_creek_brewing,0,0,244499087360,"{""name"":""Brewery Creek Brewing"",""city"":""Mineral Point"",""state"":""Wisconsin"",""code"":""53565"",""country"":""United States"",""phone"":""1-608-987-3298"",""website"":""http://www.brewerycreek.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewery Creek.  It's where we live.  It's where we work.  When we started this project we decided to pursue three businesses.  Just so we wouldn't get bored.  The lodging business includes five rooms at the Inn, and two Cottages on Shake Rag Street.  Then there is the Brewpub Restaurant in the Commerce Street building.  Last but certainly not least is the Brewery Creek Brewing Company, behind the glass doors of the restaurant. Our brewery is a modern, 15-barrel brew house capable of making up to 3,000 barrels of beer per year. I an make ales or lagers, but mostly it has been ales, which tend to have a more complex flavor profile.  I can use a simple one step infusion mash, or more elaborate multi-temperature steps."",""address"":[""23 Commerce Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.8606,""lon"":-90.1772}}",1,59,1
+jacob_leinenkugel_brewing_company-hefeweizen,0,0,244734820355,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+live_oak_brewing-oaktoberfest,0,0,244876312576,"{""name"":""Oaktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A fall classic, our Oaktoberfest emphasizes rich malt flavor. We use German malt and hops to give it an authentic Bavarian character. The rich, maltiness of this brew is a good match with spicy cuisine, as well as barbecue. Live Oak Oaktoberfest will certainly raise the level of enjoyment at your next fall gathering. Available September - December"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,48,1
+lakefront_brewery-organic_extra_special_bitter,0,0,244734361600,"{""name"":""Organic Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+fifty_fifty_brewing_co-imperial_eclipse_stout,0,0,244630290433,"{""name"":""Imperial Eclipse Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,56,1
+anderson_valley_brewing-deep_enders_dark,0,0,244377190400,"{""name"":""Deep Enders Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+brasserie_d_ecaussinnes-ultrablonde,0,0,244363296769,"{""name"":""Ultrablonde"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_ecaussinnes"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+climax_brewing_copmany,0,0,244490436609,"{""name"":""Climax Brewing Copmany"",""city"":""Roselle Park"",""state"":""New Jersey"",""code"":""7204"",""country"":""United States"",""phone"":""(908) 620-9585"",""website"":""http://www.climaxbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""112 Valley Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.6598,""lon"":-74.283}}",1,39,1
+great_divide_brewing-old_ruffian,0,0,244735410176,"{""name"":""Old Ruffian"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Old Ruffian is a hefty, hop-forward Barley Wine. Seemingly mellow at first sniff, with its subtle fruit aromas and complex caramel sweetness, this deep mahogany-hued ale quickly shows its true character marked by bold hop flavors and massive hop bitterness. Old Ruffian’s rich, slightly creamy, caramel malt mouthfeel balances its grapefruit, pine, and floral hop flavors, working wonders on your palate."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,4,1
+sweetwater_brewing_atlanta-blue,0,0,245107654657,"{""name"":""Blue"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_atlanta"",""updated"":""2010-07-22 20:00:20"",""description"":""Sweetwater Blue is a unique light bodied ale enhanced with a hint of fresh blueberries. This euphoric experience begins with an appealing blueberry aroma and finishes as a surprisingly thirst-quenching ale."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,22,1
+lakefront_brewery-bock,0,0,244736262146,"{""name"":""Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,6,1
+brasserie_de_l_abbaye_val_dieu-triple,0,0,244378828802,"{""name"":""Triple"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_val_dieu"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+oskar_blues_grill_and_brew-old_chub,0,0,244874149888,"{""name"":""Old Chub"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Old Chub is a Scottish strong ale brewed with hearty amounts of seven different malts, including crystal and chocolate malts, and a smidge of US and UK hops. Old Chub also gets a dash of beechwood-smoked grains imported from Bamburg, Germany, home of the world's greatest smoked beers. Old Chub is 8% alcohol by volume.  While Dale's satisfies our hop addiction, Old Chub takes care of our deep affections for malt.  The cola-colored beer (almost black) features a tan head, a creamy, skim-milk mouthfeel, and rich, semi-sweet flavors of caramel and chocolate throughout. The addition of smoked grains gives Old Chub a delicate kiss of smoke on the finish.  Old Chub is the beer equivalent of a lightly smoked single malt scotch, or your favorite dark chocolate. We call it Rocky Mountain Mutha's Milk. People who tell us defiantly, \""I don't drink dark beer,\"" often fall deeply in love with Old Chub. We can't blame them."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,42,1
+brewery_de_troch,0,0,244480212993,"{""name"":""Brewery De Troch"",""city"":""Ternat"",""state"":""Vlaams Brabant"",""code"":"""",""country"":""Belgium"",""phone"":""32-02-582-10-27"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Langestraat 20""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.853,""lon"":4.1649}}",1,16,1
+elysian_brewery_public_house,0,0,244612923393,"{""name"":""Elysian Brewery & Public House"",""city"":""Seattle"",""state"":""Washington"",""code"":""98122"",""country"":""United States"",""phone"":""1-206-860-1920"",""website"":""http://www.elysianbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1221 East Pike Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.614,""lon"":-122.316}}",1,15,1
+cigar_city_brewing-big_sound_scotch_ale,0,0,244479229952,"{""name"":""Big Sound Scotch Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Big Sound Scotch Ale is dedicated to our good buddy Gino, the most punk rock bagpiper you'll ever meet, and the rest of the men and women of Tampa Bay Pipes and Drums. Brown in color, Big Sound has huge notes of dark sweet toffee with underlying mild notes of coffee in the aroma. The flavor starts with a slight note of cherry and then opens into a Goliath of a malt character with notes of dark sweet toffee, slight hints of coffee and mild notes of toasted bread in the finish. Big Sound Scotch Ale pairs well with Haggis, Highland Games, Huge Heads and Enormous Pillows and of course Bagpipe music."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,13,1
+laconner_brewing,0,0,244751007745,"{""name"":""LaConner Brewing"",""city"":""LaConner"",""state"":""Washington"",""code"":""98257"",""country"":""United States"",""phone"":""1-360-466-1415"",""website"":""http://www.insidelaconner.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""117 South First Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3917,""lon"":-122.495}}",1,41,1
+ross_valley_brewing-kolsch,0,0,245000110080,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ross_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+barley_creek_brewing-navigator_golden_ale,0,0,244369522688,"{""name"":""Navigator Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Another one of our most popular brews. Navigator Gold has a crisp and slighly hoppy finish. It's cold filtered and moderately carbonated."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,31,1
+crescent_city_brewhouse-steam,0,0,244489977857,"{""name"":""Steam"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crescent_city_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+titletown_brewing-weizen_bock,0,0,245107326978,"{""name"":""Weizen Bock"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,21,1
+timmermans-timmermans_kriek,0,0,245108244482,"{""name"":""Timmermans Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,23,1
+gottberg_brew_pub-wilsteraner_altbier,0,0,244610367490,"{""name"":""Wilsteraner Altbier"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,9,1
+bull_bush_pub_brewery-barleywine,0,0,244487815169,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+o_grady_s_brewery_and_pub_1-chicago_fire,0,0,244874870784,"{""name"":""Chicago Fire"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+pete_s_place,0,0,244998275072,"{""name"":""Pete's Place"",""city"":""Krebs"",""state"":""Oklahoma"",""code"":""74554"",""country"":""United States"",""phone"":""1-918-423-2042"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""120 SW Eighth Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":34.9251,""lon"":-95.7253}}",1,43,1
+f_x_matt_brewing-saranac_chocolate_amber,0,0,244618362881,"{""name"":""Saranac Chocolate Amber"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""There comes a time every year in the Adirondacks when a heavier, more malty brew compliments the cold winter months. This brew showcases a variety of dark roasted malts, producing a beer with a rich chocolaty flavor.""}",1,28,1
+jacob_leinenkugel_brewing_company-big_butt_doppelbock,0,0,244735868930,"{""name"":""Big Butt Doppelbock"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,5,1
+miller_brewing-miller_genuine_draft_64,0,0,244858421250,"{""name"":""Miller Genuine Draft 64"",""abv"":2.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,3,1
+brasserie_duyck-biere_de_noel,0,0,244497580032,"{""name"":""Bière de Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_duyck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+dortmunder_actien_brauerei_dab-traditional,0,0,244628520961,"{""name"":""Traditional"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dortmunder_actien_brauerei_dab"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,52,1
+cervejaria_sudbrack-eisenbahn_escura,0,0,244477788161,"{""name"":""Eisenbahn Escura"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_sudbrack"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,10,1
+anheuser_busch-michelob_ultra_amber,0,0,244376731649,"{""name"":""Michelob Ultra Amber"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Michelob ULTRA Amber is an American-style amber lager that boasts a beautifully rich, dark-amber color with a full-bodied, malty taste that also is low in calories and carbohydrates."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+brennerei_distillerie_radermacher,0,0,244478443520,"{""name"":""Brennerei-Distillerie Radermacher"",""city"":""Raeren"",""state"":""Lige"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)87-85.82.32"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Spitalstrasse 50""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.6718,""lon"":6.122}}",1,12,1
+nodding_head_brewpub-60_shilling,0,0,244857700353,"{""name"":""60 Shilling"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""lighter Scotish-Style Ale... amber in color with plenty of maltiness... reminds us all that sometime there just aren't enough O's in smooth"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,1,1
+brasserie_de_cazeau-tournay_black,0,0,244380205056,"{""name"":""Tournay Black"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_cazeau"",""updated"":""2010-07-22 20:00:20"",""description"":""Tournay Black is a bottle conditioned, Belgian stout brewed by Brasserie de Cazeau which is a farm-brewery located in the south of Belgium.  It was originally brewed as a winter ale under the name Tournay de Noel, but later became a year-round release.  They didn't provide much specific detail about how it was brewed except to say that it is made with water, malts, candi-sugar, hops, and yeast.  It is 7.6% ABV with a recommended drinking temperature of +/- 50 degrees.  The brewer states that the tasting notes are of, \""roasted malts, coffee, bitter chocolate, earth, and cigar ash.\""  Well, I am a prodigious cigar smoker and I can't say that I would want to consume the ash."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,58,1
+coast_brewing-biloxi_blonde,0,0,244478246913,"{""name"":""Biloxi Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+raccoon_river_brewing-maibock,0,0,244999454721,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,46,1
+oak_creek_brewery-king_crimson,0,0,244873101313,"{""name"":""King Crimson"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,40,1
+abita_brewing_company-triple_citra_hopped_satsuma_wit,0,0,244370964480,"{""name"":""Triple Citra Hopped Satsuma Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abita_brewing_company"",""updated"":""2011-08-15 11:53:48"",""description"":""Similar to the Harvest Wit but with a lot more punch. A very pronounce citrus aroma with a triple hop flavor makes for one great beer."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,34,1
+ali_i_brewing-amber_ale,0,0,244371488769,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ali_i_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,35,1
+arthur_guinness_son,0,0,244372471808,"{""name"":""Arthur Guinness & Son"",""city"":""Dublin"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":"""",""website"":""http://www.guinness.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""St. James's Gate""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.3433,""lon"":-6.2846}}",1,37,1
+flatlander_s_restaurant_brewery-locomotive_stout,0,0,244609843202,"{""name"":""Locomotive Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,8,1
+glen_ellyn_sports_brew-equinox_e_s_b,0,0,244609515522,"{""name"":""Equinox E.S.B."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+chimay_abbaye_notre_dame_de_scourmont,0,0,244479688704,"{""name"":""Chimay (Abbaye Notre Dame de Scourmont)"",""city"":""Chimay"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":""+32 (0)60 21 03 27"",""website"":""http://www.chimay.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Chimay is an authentic Trappist beer that is it is brewed within a Trappist monastery, under the control and responsibility of the monastic community. Only 6 beers in Belgium can carry the appellation Trappist: Chimay, Orval, Rochefort, Westmalle, Westvleteren and Achel."",""address"":[""Route de Charlemagne 8""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.0355,""lon"":4.3777}}",1,14,1
+brouwerij_het_anker-gouden_carolus_ambrio_1471,0,0,244499087361,"{""name"":""Gouden Carolus Ambrio 1471"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_het_anker"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+jasper_ridge_brewery-iron_red_ale,0,0,244734885888,"{""name"":""Iron Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jasper_ridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,2,1
+lost_coast_brewery-downtown_brown,0,0,244876378112,"{""name"":""Downtown Brown"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth, full-bodied nut brown ale, lightly hopped with a hint of roasted chocolate and crystal malts.  This ale is dark in color without the heavy taste of porter or stout."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,48,1
+lang_creek_brewry,0,0,244734361601,"{""name"":""Lang Creek Brewry"",""city"":""Marion"",""state"":""Montana"",""code"":""59925"",""country"":""United States"",""phone"":""(406) 858-2200"",""website"":""http://langcreekbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Good beer here!!"",""address"":[""655 Lang Creek Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.014,""lon"":-115.011}}",1,0,1
+firehouse_brewing,0,0,244630290434,"{""name"":""Firehouse Brewing"",""city"":""Rapid City"",""state"":""South Dakota"",""code"":""57701"",""country"":""United States"",""phone"":""1-605-348-1915"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""610 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.0812,""lon"":-103.227}}",1,56,1
+angelic_brewing-bacchanal_blonde,0,0,244377190401,"{""name"":""Bacchanal Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""angelic_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+brasserie_d_orval,0,0,244363296770,"{""name"":""Brasserie d'Orval"",""city"":""Villers-devant-Orval"",""state"":""Luxembourg"",""code"":"""",""country"":""Belgium"",""phone"":""32-061-31-12-61"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Abbaye de Notre-Dame d'Orval""]}",1,17,1
+coast_brewing-sunset_amber,0,0,244490436610,"{""name"":""Sunset Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+great_lakes_brewing-christmas_ale,0,0,244735410177,"{""name"":""Christmas Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A holiday ale brewed with honey and spiced with fresh ginger and cinnamon. Availability, November to December.""}",1,4,1
+t_bonz_gill_grill_and_brewery-raspberry_wheat,0,0,245107654658,"{""name"":""Raspberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,22,1
+lancaster_brewing_co,0,0,244736262147,"{""name"":""Lancaster Brewing Co."",""city"":""Lancaster"",""state"":""Pennsylvania"",""code"":""17602"",""country"":""United States"",""phone"":""717-391-6258"",""website"":""http://www.lancasterbrewing.com/index.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We brew our beer in the heart of Lancaster County, Pennsylvania with great respect for the old traditions of brewing. Our master brewer, Christian Heim, has a strong commitment to quality and uses advanced brewing techniques to produce a consistent and high quality beer. Savor the hopped aromas as they come alive and accentuate the wholesome malt flavors in our ales and lagers."",""address"":[""302 N. Plum St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0438,""lon"":-76.2984}}",1,6,1
+brasserie_la_caracole-troublette,0,0,244497317888,"{""name"":""Troublette"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_caracole"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+ottakringer_brauerei_ag,0,0,244874215424,"{""name"":""Ottakringer Brauerei AG"",""city"":""Wien"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""0043 (0) 1 491000"",""website"":""http://www.ottakringer.at/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ottakringerstrasse 91""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.2133,""lon"":16.3229}}",1,42,1
+brewery_ommegang-rare_vos,0,0,244480278528,"{""name"":""Rare Vos"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_ommegang"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,16,1
+estes_park_brewery-samson_stout,0,0,244612923394,"{""name"":""Samson Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our commemorative ale honors Samson the elk. This is an oatmeal stout that is full-bodied with a wonderful roasted flavor and just a touch of sweetness."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,15,1
+city_brewing_company_llc,0,0,244479229953,"{""name"":""City Brewing Company, LLC"",""city"":""La Crosse"",""state"":""Wisconsin"",""code"":""54601"",""country"":""United States"",""phone"":""1-608-785-4200"",""website"":""http://www.citybrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""City Brewing Company is a premier, state-of-the-art beverage production and packaging company located in La Crosse, WI.  Our facility has been transformed from a historical brewery into a facility capable of manufacturing and packaging beers, teas, soft drinks, energy drinks and other new age beverages.  Our packaging capacity of over 50 million cases makes us one of the largest beverage producers in the country."",""address"":[""925 South Third Street""]}",1,13,1
+laughing_dog_brewing,0,0,244751007746,"{""name"":""Laughing Dog Brewing"",""city"":""Ponderay"",""state"":""Idaho"",""code"":""83852"",""country"":""United States"",""phone"":""208-263-9222"",""website"":""http://www.laughingdogbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Great Local brew.  They have 5 main brews, but the 2 I love most are their Pale Ale and Cream Ale.  The Pale Ale has a great hoppy finish, while the Cream Ale has a nice smooth taste. They also have a few other great brews!"",""address"":[""55 Emerald Industrial Park Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.3003,""lon"":-116.538}}",1,41,1
+route_66_brewery-winter_wheat,0,0,245000110081,"{""name"":""Winter Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+basil_t_s_brew_pub_and_italian_grill-apple_ale,0,0,244369522689,"{""name"":""Apple Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""basil_t_s_brew_pub_and_italian_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,31,1
+crooked_waters_brewing-steamboat_oatmeal_stout,0,0,244489977858,"{""name"":""Steamboat Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crooked_waters_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+tommyknocker_brewery_and_pub-cocoa_porter,0,0,245107392512,"{""name"":""Cocoa Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+troegs_brewing-scratch_16_2008,0,0,245108310016,"{""name"":""Scratch #16 2008"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #16-2008 combines the bitterness of two aroma hops, the lush sweetness of honey and malt and an earthly yeast taste creating a Winter Warmer designed to ward off the coldest days.\r\n\r\nThe dark, rich amber color comes from a combination of molasses and crystal malts; the Thames Valley brings a distinct earthly flavor; white the blend of hops creates fruity (Amarillo) and piney (Cluster) bitterness.\r\n\r\nThe Winter Warmer ends with a slight warming sensation from the elevated alcohol content.  Enjoy this one throughout the winter months.  Cheers."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,23,1
+gottberg_brew_pub,0,0,244610433024,"{""name"":""Gottberg Brew Pub"",""city"":""Columbus"",""state"":""Nebraska"",""code"":""68601"",""country"":""United States"",""phone"":""1-402-562-6488"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2804 13th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.4295,""lon"":-97.3623}}",1,9,1
+burgerbrau_wolnzach-roggenbier,0,0,244487815170,"{""name"":""Roggenbier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""burgerbrau_wolnzach"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+oakshire,0,0,244874870785,"{""name"":""Oakshire"",""city"":""Eugene"",""state"":""Or"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2011-07-07 07:44:13"",""description"":"""",""address"":[]}",1,44,1
+ph_woods_diner_and_brewery-hard_woods_pale,0,0,244998340608,"{""name"":""Hard Woods Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ph_woods_diner_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+f_x_matt_brewing-saranac_golden_pilsner,0,0,244618362882,"{""name"":""Saranac Golden Pilsner"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Pilsener is a light bodied American Wheat Beer that is judiciously hopped with Cascade and Tettnang hops. \""Dry-Hopping\"" imparts the distinctive hop aroma and finish. Look for a smooth, crisp taste and brilliant golden color. Enjoy!"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,28,1
+jolly_pumpkin_artisan_ales-calabaza_blanca,0,0,244735934464,"{""name"":""Calabaza Blanca"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Aged in large oak casks and refermented in the bottle, Calabaza Blanca is a Belgian Biere Blanche. Spiced with orange peel and corriander, you'll find it refreshingly tart, with a wonderfully dry finish."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,5,1
+minneapolis_town_hall_brewery-bright_spot_golden_ale,0,0,244858421251,"{""name"":""Bright Spot Golden Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This American-style golden ale is our lightest, in both color and flavor. Bright Spot is brewed with locally malted 2-row barley and the finest American, Czech and German hops lending a well-balanced, refreshing taste. A compliment to nearly any of our menu choices."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,3,1
+brouwerij_de_gouden_boom,0,0,244497580033,"{""name"":""Brouwerij de Gouden Boom"",""city"":""Brugge"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.2094,""lon"":3.2252}}",1,55,1
+dostal_alley-powder_keg_raspberry_porter,0,0,244628586496,"{""name"":""Powder Keg Raspberry Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dostal_alley"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+coopers_brewery-birell,0,0,244477788162,"{""name"":""Birell"",""abv"":0.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Birell has all the hallmarks of a great premium beer, rich colour, full malty flavour and the ability to quench a thirst, with one important difference - virtually no alcohol. \r\n\r\nBrewed under license in Australia by Coopers, Birell is made using only the finest Australian malted barley, hops and yeast, with no artificial additives or preservatives.\r\n\r\nCoopers Birell may be found in most supermarkets (375ml bottles or cans)."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,10,1
+appalachian_brewing_company-coconut_porter,0,0,244376797184,"{""name"":""Coconut Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Based on the winning Homebrew Contest entry by John Slotterback and Fred Rogers, this dark, roasty porter is infused with fresh coconut which produces a sweet finish.  The coconut balances the chocolaty notes, producing a taste not unlike German chocolate cake in a glass! This will be brewed in Camp Hill and distributed in limited quantity to Harrisburg and Gettysburg."",""style"":""Porter"",""category"":""Irish Ale""}",1,49,1
+brewery_ommegang-three_philosophers,0,0,244478443521,"{""name"":""Three Philosophers"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_ommegang"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,12,1
+north_country_brewery-friar_s_porter,0,0,244857765888,"{""name"":""Friar's Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This robust porter has a lot of caramel and chocolate flavor balanced with the flavor and aroma of fuggle hops."",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+brasserie_de_l_abbaye_des_rocs-grand_cru,0,0,244380205057,"{""name"":""Grand Cru"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+coast_brewing-steel_head_stout,0,0,244478246914,"{""name"":""Steel Head Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,11,1
+red_lodge_ales,0,0,244999454722,"{""name"":""Red Lodge Ales"",""city"":""Red Lodge"",""state"":""Montana"",""code"":""59068"",""country"":""United States"",""phone"":""1-406-446-4607"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""417 North Broadway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.1913,""lon"":-109.247}}",1,46,1
+oakshire-watershed_ipa,0,0,244873101314,"{""name"":""Watershed IPA"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oakshire"",""updated"":""2011-07-07 07:44:10"",""description"":"""",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,40,1
+amherst_brewing_company-honey_pilsner,0,0,244370964481,"{""name"":""Honey Pilsner"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Crisp light lager, slightly malty with subtle hints of wildflower honey. Finished with Hallertau and Saaz hops"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,34,1
+alltech_s_lexington_brewing_company-limestone_1897_original_amber_ale_discontinued,0,0,244371488770,"{""name"":""Limestone 1897 Original Amber Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alltech_s_lexington_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,35,1
+avery_brewing_company-fourteen,0,0,244372471809,"{""name"":""Fourteen"",""abv"":9.46,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+free_state_brewing-old_backus_barleywine_1997,0,0,244609908736,"{""name"":""Old Backus Barleywine 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""free_state_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,8,1
+golden_gate_park_brewery-frambosia,0,0,244609515523,"{""name"":""Frambosia"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_gate_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,7,1
+climax_brewing_copmany-climax_wheat_ale,0,0,244479688705,"{""name"":""Climax Wheat Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoffmann Hefeweizen is our newest offering and is a traditional German wheat beer made from 60% wheat malt and 40% barley malt. Wheat Ales such as this typically have banana and clove flavors but as Dave dislikes clove, he used a special yeast to strengthen the banana flavors. Hefeweizen is a nice, light, crisp summer beer that can be served with lemon or flavored syrups."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,14,1
+brouwerij_van_steenberge-piraat_10_5,0,0,244499087362,"{""name"":""Piraat 10.5%"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Piraat is a 'living' beer, which means that after the primary fermentation in the keg, the beer also continues to evolve during the secondary fermentation in the bottle or in the keg after packaging. This is a world-class amber colored beer. American beer connoisseurs give it 98 out of 100. No other beer scores better. The flavor is so complex and so rich that every swallow conjures up new associations. Note the spicy light sweetness, which is richly balanced with the robust bitterness of the hops. It is an adventure of a beer, a treat.\"""",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,59,1
+keg_microbrewery_restaurant-brown,0,0,244734885889,"{""name"":""Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keg_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+mad_river_brewing_company,0,0,244876443648,"{""name"":""Mad River Brewing Company"",""city"":""Blue Lake"",""state"":""California"",""code"":""95525"",""country"":""United States"",""phone"":""707-668-4151"",""website"":""http://www.madriverbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewmaster Bob Smith's dream to open a small brewery began in the late seventies. Seeking knowledge and ingredients Smith joined with a small number of individuals who were laying the foundation of the craft beer movement in California. With a small group of investors Smith formed Mad River Brewing Company in 1989. Now in our 2nd decade we continue our commitment to producing fine ales combining the most traditional brewing methods with an environmentally sound approach. For centuries the English have been known for their brewing expertise. At Mad River Brewing Company we are long on tradition and continue to handcraft our ales in the truest sense. Our award winning ales have become renowned for their unique flavor profile and consistent quality."",""address"":[""101 Taylor Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.8786,""lon"":-123.992}}",1,48,1
+lost_coast_brewery-8_ball_stout,0,0,244857110528,"{""name"":""8-Ball Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,0,1
+firehouse_grill_brewery-red_ale,0,0,244630290435,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+anheuser_busch-natural_light,0,0,244377255936,"{""name"":""Natural Light"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,50,1
+brasserie_fantme-chocolat,0,0,244480671744,"{""name"":""Chocolat"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_fantme"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+coronado_brewing_company-point_loma_porter,0,0,244490502144,"{""name"":""Point Loma Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter, very dark in color and a roasted malt flavor from chocolate malts. Its slight bitterness is rightfully balanced with a sweet smooth finish. A full-bodied beer with medium hop bitterness and aroma."",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+great_lakes_brewing-glockenspiel,0,0,244735410178,"{""name"":""Glockenspiel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,4,1
+tailgate_beer-tailgate_amber_wave,0,0,245107720192,"{""name"":""Tailgate Amber Wave"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""Why put everything in a category? Live outside the box. The ‘flagship’ of TailGate Beer, Amber Wave, is a completely unique and individual beer that raises the standards and breaks all the molds.\r\n\r\nAmber Wave was inspired by America's amber waves of grain and is as unique as apple pie.  The intellectuals behind TailGate Beer created this dark, rose colored ale that drinks like honey and lingers of light caramel, with notes of chocolate and sweet subtle hops. Surprise yourself, and others, with your sophisticated palate and acute ability to find the best beer brewed for drinking, not sampling."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+left_hand_brewing_company-juju_ginger,0,0,244736327680,"{""name"":""JuJu Ginger"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+brauerei_fssla,0,0,244497317889,"{""name"":""Brauerei Fssla"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-26516"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Obere Knigsstrae 19-21""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.8942,""lon"":10.8855}}",1,54,1
+pivara_skopje,0,0,244997816320,"{""name"":""Pivara Skopje"",""city"":""Skopje"",""state"":"""",""code"":"""",""country"":""Macedonia, the Former Yugoslav Republic of"",""phone"":"""",""website"":""http://www.pivaraskopje.com.mk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.0038,""lon"":21.4522}}",1,42,1
+broad_ripple_brewing-porter,0,0,244480278529,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,16,1
+fitger_s_brewhouse_brewery_and_grill,0,0,244612988928,"{""name"":""Fitger's Brewhouse, Brewery and Grill"",""city"":""Duluth"",""state"":""Minnesota"",""code"":""55804"",""country"":""United States"",""phone"":""1-218-726-1392"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""600 East Superior Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.7926,""lon"":-92.0909}}",1,15,1
+deschutes_brewery-red_chair_ipa,0,0,244612005888,"{""name"":""Red Chair IPA"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Red Chair IPA is named after the oldest operating lift at Mt. Bachelor, a classic old school double that locals flock to on fresh powder mornings. This beer has been wildly popular with our pub regulars, who always seem to know when we have hit on something special. \r\n\r\nThis IPA is a bright copper beauty with a solid head and perfect lacing that typifies Deschutes ales. It has a plush body with satiny caramel flavors derived from seven varieties of malt. Despite all of this, Red Chair is still a hop forward ale, but not in the way many have gotten used to. You will find no cloying, mouth puckering bitterness here. In its place a straight up succulent citrus punch to the nose."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,13,1
+magnolia_pub_and_brewery,0,0,244873232384,"{""name"":""Magnolia Pub and Brewery"",""city"":""San Francisco"",""state"":""California"",""code"":""94117"",""country"":""United States"",""phone"":""1-415-864-7468"",""website"":""http://www.magnoliapub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1398 Haight Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.7702,""lon"":-122.445}}",1,41,1
+russian_river_brewing-supplication,0,0,245000110082,"{""name"":""Supplication"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brown ale aged in Pinot Noir wine barrels for one year with sour cherries, Brettanomyces yeast, and Lactobacillus & Pedicoccus bacteria.""}",1,47,1
+bell_s_brewery_inc-third_coast_old_ale,0,0,244369522690,"{""name"":""Third Coast Old Ale"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A barley wine with deep amber color. The brandy of ales, this beer has vintage character and will mature in the bottle at cellar temperature for years."",""style"":""Old Ale"",""category"":""British Ale""}",1,31,1
+de_struise_brouwers-black_albert,0,0,244622622720,"{""name"":""Black Albert"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_struise_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,38,1
+tucher_bru-bajuvator_doppelbock,0,0,245107392513,"{""name"":""Bajuvator Doppelbock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tucher_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,21,1
+twin_ports_brewing-bourbon_barrel_scotch_ale,0,0,245108310017,"{""name"":""Bourbon Barrel Scotch Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_ports_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+great_dane_pub_and_brewing_1-black_earth_porter,0,0,244737376256,"{""name"":""Black Earth Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,9,1
+camerons_brewery_company,0,0,244487880704,"{""name"":""Camerons Brewery Company"",""city"":""Harltepool"",""state"":""Cleveland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01429)-266-666"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lion Brewery""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.4995,""lon"":-81.6954}}",1,33,1
+oasis_brewery_and_restaurant-pale_ale,0,0,244874936320,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oasis_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-ipa,0,0,244998340609,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+faultline_brewing_1-kolsch,0,0,244618428416,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_beer,0,0,244736000000,"{""name"":""Hitachino Nest Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,5,1
+minneapolis_town_hall_brewery-west_bank_pub_ale,0,0,244858486784,"{""name"":""West Bank Pub Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Most welcoming British pubs off a house ale or \""pub ale\"" — this is ours. We use only the finest English barley, hops and yeast to create this classic English-style pale ale. It is noted for its nice malt flavor balanced with a medium hop presence. The pub ale is often referred to as our house \""session beer\"" (a beer you can drink a number of and not fall off your barstool)."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,3,1
+brouwerij_van_eecke-poperings_hommel_ale,0,0,244497645568,"{""name"":""Poperings Hommel Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_eecke"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+dragonmead_microbrewery-bronze_griffin,0,0,244628586497,"{""name"":""Bronze Griffin"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Sweet Orange Blossom Honey is combined with Belgian two-row malted barley and Munich malt to create another Belgian classic. Tetternger and E. Kent Goldings hops are added to round out the finish of this beer. The aroma of the honey remains without the sugary sweetness."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,52,1
+cooperstown_brewing_company-strike_out_stout,0,0,244477853696,"{""name"":""Strike Out Stout"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Strike Out\"" is brewed with 6 malts including a balanced portion of chocolate and crystal malts. It is also brewed with 5% flaked oats for a velvet-like mouth feel. English pale, Munich and black malt, plus roasted barley round out the malt bill. Considerably lower in alcohol than both Benchwarmer Porter and Old Slugger Pale Ale, \""Strike Out\"" is a well-rounded stout, opaque black in color with a roasted palate."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,10,1
+appalachian_brewing_company-hinterland_hefe_weizen,0,0,244376797185,"{""name"":""Hinterland Hefe Weizen"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A special German wheat ale yeast produces clove and banana flavors during fermentation leaving this unfiltered beer with an incredibly spicy and fruity complexity!\r\n\r\nOur Brewmaster has acquired many medals at the Great American Beer Festival for this beer style. A difficult, four-step infusion mash schedule produces the complexity of this traditional beer style."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,49,1
+bridgeport_brewing-old_knucklehead_1999,0,0,244478443522,"{""name"":""Old Knucklehead 1999"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+oak_creek_brewery-pullman_porter,0,0,244857765889,"{""name"":""Pullman Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+brasserie_du_bouffay,0,0,244380205058,"{""name"":""Brasserie du Bouffay"",""city"":""Carquefou"",""state"":"""",""code"":""44470"",""country"":""France"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2011-10-04 00:24:33"",""description"":""La Brasserie du Bouffay est situ"",""address"":[""54 Rue des Monceaux""]}",1,58,1
+coniston_brewing-premium_xb_bluebird_bitter,0,0,244478312448,"{""name"":""Premium XB Bluebird Bitter"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coniston_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+restaurant_isarbru,0,0,244999520256,"{""name"":""Restaurant Isarbru"",""city"":""Pullach im Isartal"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-798961"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kreuzeckstrae 23""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.0708,""lon"":11.5311}}",1,46,1
+ohio_brewing-fest,0,0,244873166848,"{""name"":""Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ohio_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,40,1
+amicas_pizza_microbrews_and_more,0,0,244371030016,"{""name"":""Amicas Pizza, Microbrews and More"",""city"":""Salida"",""state"":""Colorado"",""code"":""81201"",""country"":""United States"",""phone"":""1-719-539-5219"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""136 East Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.535,""lon"":-105.992}}",1,34,1
+anheuser_busch-michelob_light,0,0,244371554304,"{""name"":""Michelob Light"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Michelob Light is a full-flavored and rich-tasting light lager offering a malty sweetness and aromatic hop profile\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,35,1
+ballast_point_brewing-yellowtail_pale_ale,0,0,244372471810,"{""name"":""Yellowtail Pale Ale"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""So where can you taste a Kolsch? There are no Kolsches being imported into the United States. So you could fly to Cologne. A better idea is to come to Ballast Point Brewing Company and try our Yellowtail Pale Ale Kolsch. We make it with 5% Wheat, finish hop it with Liberty and Tettnanger hops, and ferment it with a yeast we borrowed from a brewery in Cologne. So come on in and enjoy a taste of the Rhineland!!""}",1,37,1
+glen_ellyn_sports_brew,0,0,244609908737,"{""name"":""Glen Ellyn Sports Brew"",""city"":""Glen Ellyn"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8775,""lon"":-88.067}}",1,8,1
+goose_island_beer_company_clybourn-dublin_stout,0,0,244609581056,"{""name"":""Dublin Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+clipper_city_brewing_co-red_sky_at_night,0,0,244479688706,"{""name"":""Red Sky at Night"",""abv"":7.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is brewed in the Belgian Saison style (country farm house ale). A potent yet delicate ale, brewed with a unique Belgian yeast which develops a spicy, fruity flavor. Enormously complex. Available from May to around August."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,14,1
+bube_s_brewery,0,0,244499152896,"{""name"":""Bube's Brewery"",""city"":""Mount Joy"",""state"":""Pennsylvania"",""code"":""17552"",""country"":""United States"",""phone"":""717) 653-2056"",""website"":""http://www.bubesbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Bube's Brewery is located within the original brewery's icehouse. The mash/lauter tun and kettle have a 3.5 bbl capacity (approximately 110 gallons.) The brewers usually brew two consecutive batches to meet the capacity of the 10 bbl fermenters. In the brewery there are two 10 bbl fermenters and one 10 bbl conditioning tank for lagered beer."",""address"":[""102 North Market Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.1119,""lon"":-76.5031}}",1,59,1
+kralovsky_pivovar_krusovice-imperial_czech_premium_lager,0,0,244734885890,"{""name"":""Imperial Czech Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kralovsky_pivovar_krusovice"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+malt_shovel_brewery-james_squire_australian_best_ale_limited_release,0,0,244876509184,"{""name"":""James Squire Australian Best Ale Limited Release"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""malt_shovel_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+manayunk_brewery_and_restaurant-brilliant_barstool,0,0,244857176064,"{""name"":""Brilliant Barstool"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""A true English session ale brewed in the pale ale style using ye olde techniques of yesteryear. Specially crafted to inspire you and your thirstiest mates barstool conversations. Light copper in colour. This pint is quite malty with just enough East Kent hops for a nice, earthy hoppiness. Naturally cask conditioned, this may be served a little cold for a true Brit but is a \r\ncomplimentary double nod to one of the 1st beer styles. Cheers mate!"",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,0,1
+flossmoor_station_brewery-pullman_nut_brown_ale,0,0,244630355968,"{""name"":""Pullman Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+anheuser_busch-ziegenbock_amber,0,0,244377255937,"{""name"":""Ziegenbock Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+brauerei_herrenhausen-premium_pilsener,0,0,244480737280,"{""name"":""Premium Pilsener"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_herrenhausen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+crane_river_brewpub_and_cafe-sod_house_altbier,0,0,244490567680,"{""name"":""Sod House Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+harpoon_brewery_boston-harpoon_brown_session_ale,0,0,244735410179,"{""name"":""Harpoon Brown Session Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""Harpoon Brown is brewed to accentuate the sweeter, rounder notes derived from six different malts, including a de-husked chocolate malt that adds a hint of chocolate. The blend of these malts produces a beer that is complex and delicious without being heavy. This drinkable beer is perfect as a session beer or paired with foods.\r\n\r\nThis is the first year-round Harpoon beer the brewery has released in almost a decade.  While the craft beer industry has seen a growing trend in \""extreme\"" beers, the brewers of Harpoon wanted to create something they could sit down and enjoy over an extended period of time - a session beer.  At 4.3% alcohol by volume, the Harpoon Brown Ale has the lowest alcohol content of all Harpoon beers.\r\n\r\nHarpoon Brown Ale will be available in bottles and on draft beginning in March 2007.  An evening of celebrations to toast the beer's release will be held at locations throughout New England on Thursday, March 8th, including tastings at Harpoon's breweries in Boston, MA and Windsor, VT"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,4,1
+the_bruery-saison_de_lente,0,0,245107785728,"{""name"":""Saison De Lente"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Spring Saison is light blonde in color with a fresh hoppiness and a wild and rustic Brettanomyces character. Lighter in color and alcohol than our Saison Rue, yet equally complex in its own way. Perfect for warmer weather and Spring celebrations."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,22,1
+lion_brewery_ceylon_ltd,0,0,244859535360,"{""name"":""Lion Brewery Ceylon Ltd."",""city"":""Colombo"",""state"":"""",""code"":"""",""country"":""Sri Lanka"",""phone"":""94-331535-42"",""website"":""http://www.lionbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""No-254, Colombo Road""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.7548,""lon"":-9.1883}}",1,6,1
+brauereigasthof_adler-pils,0,0,244497383424,"{""name"":""Pils"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauereigasthof_adler"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+pizza_beer-mamma_mia_pizza_beer,0,0,244997881856,"{""name"":""Mamma Mia! Pizza Beer"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizza_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""An ale flavored with fresh tomatoes, oregano, basil and garlic."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,42,1
+brouwerij_nacional_balashi-balashi,0,0,244480278530,"{""name"":""Balashi"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_nacional_balashi"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,16,1
+flossmoor_station_brewery-zephyr_golden_ale,0,0,244612988929,"{""name"":""Zephyr Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+dock_street_beer-satellite_stout,0,0,244612071424,"{""name"":""Satellite Stout"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dock_street_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""A bold roasty stout with 50lbs of organic fair trade espresso beans. A tribute to the best coffee house in town. Coffee lovers will easily embrace this delicious brew."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,13,1
+malt_shovel_brewery-james_squire_india_pale_ale,0,0,244873297920,"{""name"":""James Squire India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""malt_shovel_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+sabmiller_india-haywards_black,0,0,245000175616,"{""name"":""Haywards Black"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Haywards Black, India’s first genuine stout beer , is handcrafted from a rich blend of the world famous Caledon valley dark roasted barley malt along with a blend of imported and locally produced pale malts. New Zealand’s super alpha hops give Haywards Black a unique and pleasantly bitter taste with a hop like aroma. The Dark Roasted malt provides a rich dark colouring along with a unique smoky taste and aroma. The Slow brewing process which incorporates specially managed yeast creates the creamy head and the rich smooth taste that stout is so much loved for. \r\n\r\nhttp://www.sabmiller.in/brands_haywards_black.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+bellows_brew_crew-stout,0,0,244369588224,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,31,1
+deschutes_brewery-jubelale,0,0,244622688256,"{""name"":""Jubelale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Did you know that Jubelale was the first beer ever bottled by Deschutes Brewery?  Highly anticipated every fall, Jubelale is in a category of its own with a flavor and following that is impossible to match.  Dark crystal malt creates that “luscious” holiday note while the roasty flavor and bountiful hops excite your tastebuds, reminding you why Jubelale is the perfect holiday beer"",""style"":""Winter Warmer"",""category"":""Other Style""}",1,38,1
+two_brothers_brewing-domaine_dupage_french_country_ale,0,0,245107392514,"{""name"":""Domaine DuPage French Country Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Domaine DuPage is a rural, northern France, amber colored ale. This well balanced beer is full and sweet up front with caramel, toasty, and fruity characters. The finish has a gentle floral and spicy hop balance that cleanses the palate."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,21,1
+tyranena_brewing-stone_teepee_pale_ale,0,0,245108375552,"{""name"":""Stone Teepee Pale Ale"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The legend of Tyranena began 3,000 years ago, with a group of pyramids and effigy mounds constructed in a remote valley formed by a vast, slow-moving glacier.  \r\n\r\nToday, these ancient \""stone tepees\"" lie 60 feet below the surface of Rock Lake in Jefferson County, Wisconsin.  No one is certain how or why they were built, but many have speculated on their origin, purpose and the people who built them.  \r\n\r\nWe invite you to develop your own theories on the legend and mystery of Tyranena while enjoying a Stone Tepee Pale Ale.\r\n\r\n Stone Tepee Pale Ale is brewed in the tradition of an American pale ale.  This beer celebrates the American hop, with its characteristic bitterness, flavor and aroma."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+great_divide_brewing-fresh_hop_pale_ale,0,0,244737376257,"{""name"":""Fresh Hop Pale Ale"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The September hop harvest is a once-a-year opportunity to brew with fresh hops, also called “wet hops.” Given the perishable nature of just-harvested hop cones, they are shipped overnight to Great Divide shortly after harvest. The morning of the scheduled hop delivery in Denver, Great Divide’s brewers begin brewing Fresh Hop and are ready to hop the beer just as the fresh hops are delivered.\r\n\r\nUsing fresh hops is a big endeavor, requiring four to five times the volume of hops compared to the usual process of using pelletized hops. This complex process brings impressive results: Fresh Hop is an American-Style Pale Ale with moderate hop bitterness marked by a unique and intensely grassy hop flavor and aroma. Fresh Hop is a superbly refreshing, medium bodied, light-copper colored pale ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+chimay_abbaye_notre_dame_de_scourmont-chimay_grand_reserve_chimay_blue,0,0,244487880705,"{""name"":""Chimay Grand Reserve(Chimay Blue)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chimay_abbaye_notre_dame_de_scourmont"",""updated"":""2010-07-22 20:00:20"",""description"":""Named Grande Réserve in 75 cl (25.4 fl.oz.) bottles, it is principally distinguished by its character of a strong beer. \r\n\r\nThis is a beer whose fragrance of fresh yeast with a light, flowery rosy touch is especially pleasant. \r\n\r\nIts flavour, noticed when tasting it, only accentuates the pleasant sensations perceived in the aroma , while revealing a light but pleasant touch of roasted malt.\r\n\r\nThis top fermented Trappist beer , refermented in the bottle, is not pasteurised.""}",1,33,1
+oconomowoc_brewing,0,0,244874936321,"{""name"":""Oconomowoc Brewing"",""city"":""Oconomowoc"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.1117,""lon"":-88.4993}}",1,44,1
+aldaris-zelta,0,0,244363755520,"{""name"":""Zelta"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aldaris"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+rogue_ales-uber_pilsner,0,0,244998406144,"{""name"":""Über Pilsner"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A German style Pilsner, pale gold in color, medium bodied with a malty aroma and a crisp hop bitterness (100% Sterling hops). Uber Pils is brewed with three Great Western and two Weyermann malts, Czech Pils Yeast and Free Range Coastal Waters. UberFest Pils is available in the classic Rogue 22-ounce bottle and kegs, from late autumn through early spring. No Chemicals, Additives, or Preservatives"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,43,1
+fish_brewing_company_fish_tail_brewpub-wild_salmon_pale_ale,0,0,244618428417,"{""name"":""Wild Salmon Pale Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+liefmans_breweries-all_saints_belgian_white_ale,0,0,244736000001,"{""name"":""All Saints Belgian White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liefmans_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+north_country_brewery-double_vision_ipa,0,0,244858552320,"{""name"":""Double Vision IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Double your fun, double your pleasure and try and stay out of double trouble with this hopped up I.P.A."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+brouwerij_van_honsebrouck-kasteel_bier_brune,0,0,244497645569,"{""name"":""Kasteel Bier Brune"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_honsebrouck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+dublin_brewing,0,0,244628586498,"{""name"":""Dublin Brewing"",""city"":""Dublin"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.3441,""lon"":-6.2675}}",1,52,1
+court_avenue_brewing-capital_raspberry_wheat,0,0,244477853697,"{""name"":""Capital Raspberry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,10,1
+atlantic_brewing_company-bar_harbor_real_ale,0,0,244376797186,"{""name"":""Bar Harbor Real Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atlantic_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A good, clean nutbrown ale with a malty body. This is our most popular ale due to its smooth and malty flavor.\r\n\r\nWe use a mixture of pale, crystal and black malts in this one, and our primary hop is Target, though we also add some Whitbread Goldings Variation as well.\r\n\r\nThe Real Ale is best fresh, so fresh in fact, that it's great right out of the bright tank.""}",1,49,1
+brouwerij_abdij_saint_sixtus-trappist_westvleteren_blonde,0,0,244478443523,"{""name"":""Trappist Westvleteren Blonde"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_abdij_saint_sixtus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,12,1
+onopa_brewing-nut_brown_ale,0,0,244857765890,"{""name"":""Nut Brown Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""onopa_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,1,1
+breckenridge_bbq_of_omaha-oatmeal_stout,0,0,244498628608,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_bbq_of_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,58,1
+daleside_brewery-old_legover,0,0,244478312449,"{""name"":""Old Legover"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daleside_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+routh_street_brewery_and_grille-classic_pale,0,0,244999520257,"{""name"":""Classic Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+old_hat_brewery-stubbins_stout,0,0,244873166849,"{""name"":""Stubbins Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,40,1
+angelic_brewing,0,0,244371030017,"{""name"":""Angelic Brewing"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53703"",""country"":""United States"",""phone"":""1-608-257-2707"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0785,""lon"":-89.382}}",1,34,1
+anheuser_busch-natural_ice,0,0,244371554305,"{""name"":""Natural Ice"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,35,1
+brasserie_brouwerij_cantillon-classic_gueuze,0,0,244372537344,"{""name"":""Classic Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_brouwerij_cantillon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,37,1
+goose_island_beer_company_fulton_street-christmas_ale,0,0,244609908738,"{""name"":""Christmas Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+gottberg_brew_pub-jack_of_spades_schwarzbier,0,0,244609581057,"{""name"":""Jack of Spades Schwarzbier"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,7,1
+coast_range_brewing-auld_lang_syne,0,0,244479754240,"{""name"":""Auld Lang Syne"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_range_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+butterfield_brewing_1-pale_bock,0,0,244499152897,"{""name"":""Pale Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""butterfield_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,59,1
+lakefront_brewery-lakefront_ipa,0,0,244734951424,"{""name"":""Lakefront IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,2,1
+manhattan_beach_brewing-pier_pale_ale,0,0,244876509185,"{""name"":""Pier Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manhattan_beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+manhattan_beach_brewing-blonde,0,0,244857241600,"{""name"":""Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manhattan_beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+four_peaks_brewing-caulfield_s_rye,0,0,244630355969,"{""name"":""Caulfield's Rye"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our rye beer is made with 20% flaked rye and rye malt. The addition of rye creates a dry, spicy flavor with a crisp, grainy aroma. We went with a lighter color and lower bitterness to compliment these flavors. It has an alcohol content of around 4.9%."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,56,1
+appalachian_brewing_company,0,0,244377255938,"{""name"":""Appalachian Brewing Company"",""city"":""Harrisburg"",""state"":""Pennsylvania"",""code"":""17110"",""country"":""United States"",""phone"":""717.221.1080"",""website"":""http://www.abcbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Appalachian Brewing Company is a unique large-capacity microbrewery and full-service brewpub located at 50 North Cameron Street Harrisburg, PA."",""address"":[""50 N. Cameron St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.2659,""lon"":-76.8753}}",1,50,1
+brauerei_schtzengarten,0,0,244480802816,"{""name"":""Brauerei Schtzengarten"",""city"":""Sankt-Gallen"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-071-/-243-43-43"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""St. Jakobstrasse 37""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.4301,""lon"":9.3794}}",1,17,1
+crane_river_brewpub_and_cafe-whooping_wheat,0,0,244490567681,"{""name"":""Whooping Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+hochstiftliches_brauhaus_in_bayern,0,0,244735475712,"{""name"":""Hochstiftliches Brauhaus in Bayern"",""city"":""Motten"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9748-/-71-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brckenauer Strae 6""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.3949,""lon"":9.7724}}",1,4,1
+triumph_brewing_of_princeton-amber_ale,0,0,245107785729,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,22,1
+lion_brewery_inc-lionshead,0,0,244859600896,"{""name"":""Lionshead"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lion_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,6,1
+brewmasters_restaurant_and_brewery_south-icemaster,0,0,244497448960,"{""name"":""Icemaster"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+pony_express_brewing-tornado_ale,0,0,244997947392,"{""name"":""Tornado Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pony_express_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,42,1
+cains-ipa,0,0,244480344064,"{""name"":""IPA"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cains"",""updated"":""2011-05-17 03:17:57"",""description"":""IPA is one of Cains"",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,16,1
+flying_dog_brewery-kerberos,0,0,244612988930,"{""name"":""Kerberos"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The long-awaited arrival of our Belgian-style Tripel is upon us. Named after the mythical Greek three-headed dog that guards the gates of hell, Kerberos is a traditional Belgian-style Tripel with a dark golden color has a sweet flavor with a dry and spicy finish. This nectar of the Gods is deceptively strong at 8.5% and is bottle conditioned for an authentic flavor."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,15,1
+dogfish_head_craft_brewery-indian_brown_ale,0,0,244612071425,"{""name"":""Indian Brown Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A cross between a Scotch Ale, an I.P.A., and an American Brown, this beer is well-hopped and malty at the same time. It is brewed with Aromatic barley and caramelized brown sugar."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,13,1
+mcmullen_sons-special_reserve_anniversary_porter,0,0,244873297921,"{""name"":""Special Reserve Anniversary Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmullen_sons"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+saint_arnold_brewing,0,0,245000175617,"{""name"":""Saint Arnold Brewing"",""city"":""Houston"",""state"":""Texas"",""code"":""77092"",""country"":""United States"",""phone"":""1-713-686-9494"",""website"":""http://www.saintarnold.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Saint Arnold Brewing Company, located in Houston, is Texas' Oldest Craft Brewery. Our goal is to brew world class beers and deliver them to our customers as fresh as possible making them the best beers in Texas. Our customers are beer lovers - people that appreciate great, full-flavored beers.  Our small crew of seventeen does everything at the brewery: brew the beer, filter the beer, keg the beer, bottle the beer, sell the beer and drink the beer. For us, this is a passion, not a job. We believe that this comes through in the beers we make. Our beers have soul.  "",""address"":[""2522 Fairway Park Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":29.8123,""lon"":-95.4675}}",1,47,1
+bethlehem_brew_works-arc_weld_alt,0,0,244369588225,"{""name"":""Arc Weld Alt"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bethlehem_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Smooth and malty dark copper German ale common to Duseldorf. Brewed with imported Munich malts, tettnang hops and imported yeast giving this brew a unique flovor."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,31,1
+dillon_dam_brewery-extra_special_bitter,0,0,244622688257,"{""name"":""Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dillon_dam_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+upstream_brewing_company_at_legacy,0,0,245107458048,"{""name"":""Upstream Brewing Company at Legacy"",""city"":""Omaha"",""state"":""Nebraska"",""code"":""68130"",""country"":""United States"",""phone"":""1-402-778-0100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""17070 Wright Plaza""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2331,""lon"":-96.1811}}",1,21,1
+victory_brewing-dark_lager,0,0,245108375553,"{""name"":""Dark Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,23,1
+great_waters_brewing_company-capitol_esb,0,0,244737441792,"{""name"":""Capitol ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+cigar_city_brewing-humidor_series_jai_alai_cedar_aged_india_pale_ale,0,0,244487880706,"{""name"":""Humidor Series Jai Alai Cedar Aged India Pale Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cigar_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""he Humidor Series is a rotating offering of Cigar City Brewing beer aged on cedar. Cedar has a more subtle effect on beer than more traditional woods like oak. But, we think that once you taste it you’ll agree that cedar deserves a place alongside oak in the brewer’s wood-aging toolbox."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,33,1
+onopa_brewing-porter,0,0,244874936322,"{""name"":""Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""onopa_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+america_s_brewing-golden_light,0,0,244363821056,"{""name"":""Golden Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""america_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,19,1
+sabmiller_india-knock_out,0,0,244998406145,"{""name"":""Knock Out"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Country of origin:  India \r\nBeer type:  Lager  \r\nAlcohol content by volume: < 8 % by volume  \r\nCarbohydrates: - \r\nTaste:  Smooth and strong with a rich malty taste  \r\nMalts:  Indian malts, 6 row barley  \r\nHops:  Hops extract from Germany and Indian hops palate  \r\nColour:  Golden yellow  \r\nAvailability:  India  \r\nFermentation process: Bottom-fermented  \r\nServing temperature:  7 - 9 °C  \r\nPackaging:  650 ml, 330 ml Indian standard glass bottle ; 500 ml cans and 330 ml cans,( in select markets)  \r\n\r\nhttp://www.sabmiller.in/brands_knock-out.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+flatlander_s_restaurant_brewery-olde_orchard_ale,0,0,244618493952,"{""name"":""Olde Orchard Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,28,1
+long_valley_pub_brewery-esb,0,0,244859076608,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+north_country_brewery,0,0,244858552321,"{""name"":""North Country Brewery"",""city"":""Slippery Rock"",""state"":""Pennsylvania"",""code"":""16057"",""country"":""United States"",""phone"":""(724)-794-BEER"",""website"":""http://www.northcountrybrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Nestled in the heart of downtown Slippery Rock, North Country Brewery typically features 10-15 beers that rotate seasonally.  While this unique restaurant and brewery inhabits a former funeral home, it is quite lively inside.  Featuring a great menu and fun events, North Country Brewery is a great stop for any beer lover."",""address"":[""141 South Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.0638,""lon"":-80.0556}}",1,3,1
+budjovick_mansk_pivovar-samson_crystal_diplomat_dark_beer,0,0,244497711104,"{""name"":""Samson Crystal Diplomat Dark Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""budjovick_mansk_pivovar"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+egan_brewing-old_gak_strong_ale,0,0,244628652032,"{""name"":""old gak strong ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,52,1
+d_l_geary_brewing_company-geary_s_pale_ale,0,0,244477853698,"{""name"":""Geary's Pale Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""d_l_geary_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""A classic British pale ale with a nod to the legendary beers of Burton-on-Trent. Copper-colored, dry, clean and crisp with lots of late hope taste in an appetizing complex with ale fruitiness from imported Hampshire yeast.\"" ~ http://www.gearybrewing.com/pages/pale.php"",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,10,1
+august_schell_brewing-weizen,0,0,244376862720,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""august_schell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,49,1
+brouwerij_de_achelse_kluis-trappist_bruin_bier_biere_brune,0,0,244478509056,"{""name"":""Trappist Bruin Bier / Bière Brune"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+ottakringer_brauerei_ag-ottakringer_helles,0,0,244857831424,"{""name"":""Ottakringer Helles"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ottakringer_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+bricktown_brewery-get_fuggled,0,0,244498694144,"{""name"":""Get Fuggled"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bricktown_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+de_proef_brouwerij-flemish_primitive_wild_ale_surly_bird,0,0,244610891776,"{""name"":""Flemish Primitive Wild Ale (Surly Bird)"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+san_marcos_brewery_grill-oatmeal_stout,0,0,244999520258,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,46,1
+oregon_trail_brewery-bourbon_barrel_porter,0,0,244873232384,"{""name"":""Bourbon Barrel Porter"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oregon_trail_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,40,1
+anheuser_busch-michelob_winter_s_bourbon_cask_ale,0,0,244371030018,"{""name"":""Michelob Winter's Bourbon Cask Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""During even the coldest of weather, warm up to the smooth, robust taste of our Winter's Bourbon Cask Ale. Full of rich aromas that you find in the winter months, hints of vanilla and flavorful hops, this is a beer that is great for pouring into a large tulip glass and enjoying with friends around a fireplace."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,34,1
+appalachian_brewing_company-ipa_series_horizon,0,0,244371554306,"{""name"":""IPA Series (Horizon)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appalachian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A series of single hop, small batch IPAs brewed in Camp Hill. These IPAs showcase the bitterness, flavor, and aroma of each particular hop variety."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+brasserie_de_l_abbaye_val_dieu,0,0,244372537345,"{""name"":""Brasserie de l'Abbaye Val-Dieu"",""city"":""Aubel"",""state"":""Lige"",""code"":"""",""country"":""Belgium"",""phone"":""32-087-68-75-87"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Val Dieu 225""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.7046,""lon"":5.822}}",1,37,1
+granite_city_food_brewery_saint_cloud-oktoberfest,0,0,244736983040,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,8,1
+grand_teton_brewing_2-teton_ale,0,0,244736393216,"{""name"":""Teton Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grand_teton_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+columbia_bay_brewery_restaurant_and_pub-da_bier_altbier,0,0,244479754241,"{""name"":""Da Bier Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""columbia_bay_brewery_restaurant_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,14,1
+calhoun_s_microbrewery,0,0,244499218432,"{""name"":""Calhoun's Microbrewery"",""city"":""Knoxville"",""state"":""Tennessee"",""code"":""37919"",""country"":""United States"",""phone"":""1-865-673-3377"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6515 Kingston Pike""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.932,""lon"":-84.012}}",1,59,1
+listermann_brewing_company-42_cream_ale,0,0,244857896960,"{""name"":""#42 Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""listermann_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,2,1
+mcmullen_sons-special_reserve_oatmeal_ale,0,0,244876509186,"{""name"":""Special Reserve Oatmeal Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmullen_sons"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+marzoni_s_brick_oven_brewing_co-patchway_pale_ale,0,0,244857241601,"{""name"":""Patchway Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Nicely Hopped, Medium Bodied Pale Ale"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,0,1
+fratellos_restaurant_and_brewery-sesquicentennial_light_ale,0,0,244630355970,"{""name"":""Sesquicentennial Light Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+athenian_brewery-athenian,0,0,244377255939,"{""name"":""Athenian"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""athenian_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+brooklyn_brewery-local_1,0,0,244480802817,"{""name"":""Local 1"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brooklyn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In Williamsburg, Brooklyn, we forge barley malt and hops from Germany, aromatic raw sugar from Mauritius and yeast from Belgium into our latest beer, Brooklyn Local 1.\r\n\r\nBehind the full golden color you'll find an alluring aroma, a dynamic complex of flavors, Belgian flair, Brooklyn fortitude and a dusting of our special yeast. To create this beer, we use the old technique of 100% bottle re-fermentation, a practice now rare even in Europe. It gives this beer a palate of unusual depth. Enjoy it locally or globally, as an aperitif or with your favorite dishes. It is particularly nice with spicy seafood and with fine cheeses."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,17,1
+crane_river_brewpub_and_cafe-zlate_pivo_golden_beer,0,0,244490567682,"{""name"":""Zlaté Pivo Golden Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+hoppin_frog_brewery-b_o_r_i_s_the_crusher_oatmeal_imperial_stout,0,0,244735541248,"{""name"":""B.O.R.I.S. The Crusher Oatmeal-Imperial Stout"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This Bodacious Oatmeal Russian Imperial Stout will crush you like no other! This is the grand-daddy of all stout styles, with an intensely deep roasted and full bodied flavor. A robust hop character adds a refreshing balance."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,4,1
+triumph_brewing_of_princeton-bengal_gold_india_pale_ale,0,0,245107851264,"{""name"":""Bengal Gold India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+little_apple_brewing-bison_brown_ale,0,0,244859600897,"{""name"":""Bison Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,6,1
+bridgeport_brewing-old_knucklehead_2000,0,0,244497448961,"{""name"":""Old Knucklehead 2000"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+port_washington_brewing,0,0,244997947393,"{""name"":""Port Washington Brewing"",""city"":""Port Washington"",""state"":""Wisconsin"",""code"":""53074"",""country"":""United States"",""phone"":""1-262-377-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.3872,""lon"":-87.8756}}",1,42,1
+cambridge_brewing-cambridge_amber,0,0,244480344065,"{""name"":""Cambridge Amber"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cambridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Well balanced, medium-bodied, with a deep amber-red color, this beer's complex palate covers all the bases. A malty caramel sweetness is followed by notes of chocolate and a dry, slightly roasty finish, complemented by a touch of fruity, spicy hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,16,1
+folx_les_caves-grottenbier,0,0,244612988931,"{""name"":""Grottenbier"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""folx_les_caves"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+east_end_brewing_company-ugly_american,0,0,244612071426,"{""name"":""Ugly American"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""east_end_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""THE UGLY AMERICAN is a perfectly enjoyable classic Belgian Trippel corrupted almost beyond recognition with a completely inappropriate amount of US hops. Only in America can such excessive excesses be fully appreciated, celebrated, and enjoyed...and for now, only at East End Brewing! To make this one a little more cellar-able, and a lot more portable, it's going into the bottle."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,13,1
+meckatzer_lwenbru-weiss_gold,0,0,244873363456,"{""name"":""Weiss-Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""meckatzer_lwenbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+sherlock_s_home-queen_anne_light,0,0,245000175618,"{""name"":""Queen Anne Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sherlock_s_home"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+big_dog_s_brewing_company,0,0,244369588226,"{""name"":""Big Dog's Brewing Company"",""city"":""Las Vegas"",""state"":""Nevada"",""code"":""89130"",""country"":""United States"",""phone"":""1-702-645-1404"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4543 North Rancho Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.2426,""lon"":-115.236}}",1,31,1
+duck_rabbit_craft_brewery-duck_rabbit_brown_ale,0,0,244622753792,"{""name"":""Duck-Rabbit Brown Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duck_rabbit_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Duck-Rabbit Brown Ale is an American brown ale brewed with loads of hops from start to finish (it’s hoppy and beautifully bitter). Amarillo hops in the boil provide a spicy citrusy bitterness. Saaz dry hops in the fermentor provide a refined flowery aroma. These hops are supported by a grain bill of seven varieties of malt. Oh yeah!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,38,1
+utah_brewers_cooperative-wasatch_polygamy_porter,0,0,245107458049,"{""name"":""Wasatch Polygamy Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""utah_brewers_cooperative"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,21,1
+viking_brewing-big_swede_swedish_style_imperial_stout,0,0,245747023872,"{""name"":""Big Swede Swedish-Style Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""viking_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,23,1
+green_bay_brewing-hinterland_amber_ale,0,0,244737441793,"{""name"":""Hinterland Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+commonwealth_brewing_1-special_old_ale,0,0,244487946240,"{""name"":""Special Old Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""commonwealth_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,33,1
+otter_creek_brewing_wolaver_s_organic_ales,0,0,244875001856,"{""name"":""Otter Creek Brewing & Wolaver's Organic Ales"",""city"":""Middlebury"",""state"":""Vermont"",""code"":""5753"",""country"":""United States"",""phone"":""1-888-473-0727"",""website"":""http://www.ottercreekbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Otter Creek beers are craft brewed with the finest domestic malts and hops available."",""address"":[""793 Exchange Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.0197,""lon"":-73.1693}}",1,44,1
+anheuser_busch-michelob_black_tan,0,0,244363886592,"{""name"":""Michelob Black & Tan"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+saint_arnold_brewing-saint_arnold_amber_ale,0,0,244998471680,"{""name"":""Saint Arnold Amber Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A well balanced, full flavored, amber ale. It has a rich, malty body with a pleasant caramel character derived from a specialty Caravienne malt. A complex hop aroma, with a hint of floral and citrus comes from a combination of Cascades and Liberty hops. It has a rich, creamy head with a fine lace. The light fruitiness, characteristic of ales, is derived from a proprietary yeast strain. \r\n\r\nSaint Arnold Amber Ale is best consumed at 50 - 55° Fahrenheit."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,43,1
+abbaye_de_leffe-brune_brown,0,0,244363362304,"{""name"":""Brune (Brown)"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""abbaye_de_leffe"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark brown with a nice tan head.\r\nSweet and aromatic.\r\nSmooth and best served cold from a goblet or chalice.\r\n\r\nI have had this on tab, in a 12oz bottle and 1 liter bottle.  It is very common on to be on tap in Belgium and Paris as well as in a bottle in the UK.\r\n\r\nI have not seen it in the US nor can I find a distributor that could get it.""}",1,18,1
+gaslight_brewery-bulldog_blonde,0,0,244618493953,"{""name"":""Bulldog Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+main_street_alehouse-powell_porter,0,0,244859076609,"{""name"":""Powell Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+northwoods_brewpub_grill-dark_walnut_stout,0,0,244858617856,"{""name"":""Dark Walnut Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,3,1
+california_cider_company-ace_pear_cider,0,0,244497711105,"{""name"":""Ace Pear Cider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""california_cider_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+egan_brewing-who_the_helles_chuck,0,0,244628652033,"{""name"":""Who The Helles Chuck?"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+deep_creek_brewing,0,0,244610498560,"{""name"":""Deep Creek Brewing"",""city"":""McHenry"",""state"":""Maryland"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.5584,""lon"":-79.3528}}",1,10,1
+aviator_brewing_company-old_bulldog_extra_special,0,0,244376862721,"{""name"":""Old BullDog Extra Special"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aviator_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A hearty extra special beer or basically a pale ale on steroids.  A dark amber beer with a rich blend of  malts.  The base malt is full kilned pale 2-row barley and is combined with full tasting crystal malt.  This beer has a great heavy late hop addition of East Kent Goldings (that cost us our lunch money for weeks...). ALWAYS AVAILABLE or at least we try."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,49,1
+brouwerij_lindemans-gueuze_cuvee_rene,0,0,244478574592,"{""name"":""Gueuze Cuvée René"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_lindemans"",""updated"":""2010-07-22 20:00:20"",""description"":""A golden hue sets off the wonderful almost champagne like taste.""}",1,12,1
+pacific_beach_brewhouse-crystal_pier_pale_ale,0,0,244857831425,"{""name"":""Crystal Pier Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_beach_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+bridgeport_brewing-porter,0,0,244498759680,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bridgeport_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,58,1
+double_mountain_brewery_taproom,0,0,244610957312,"{""name"":""Double Mountain Brewery & Taproom"",""city"":""Hood River"",""state"":""Oregon"",""code"":""97031"",""country"":""United States"",""phone"":""541-387-0042"",""website"":""http://www.doublemountainbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Matt Swihart and Charlie Devereux founded Double Mountain in 2007 with a clear mission: make great beer for craft beer fans. Ours is a brewers' brewery, with an uncompromising focus on beer quality. From the beginning, our goal was to make beers that we liked to drink. All of our beers are served up unfiltered and long-aged, to deliver maximum flavor and character. The beers can be very complex and assertive, but with the ultimate goal of proper balance. We aim to satisfy both the hardcore aficionados and the more casual craft beer fan, all in the same glass."",""address"":[""8 Fourth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.71,""lon"":-121.515}}",1,11,1
+sand_creek_brewing_company-groovy_beer,0,0,244999585792,"{""name"":""Groovy Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,46,1
+pacific_rim_brewing-driftwood_ale,0,0,244997160960,"{""name"":""Driftwood Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+backwater_brewing-wingdam_wheat,0,0,244371095552,"{""name"":""Wingdam Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""backwater_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,34,1
+arcobrau_grafliches_brauhaus,0,0,244371619840,"{""name"":""Arcobrau Grafliches Brauhaus"",""city"":""Moos"",""state"":""Baden-Wurttemberg"",""code"":""94554"",""country"":""Germany"",""phone"":""09938 / 918 180"",""website"":""http://www.arcobraeu.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Schlossalle 1""]}",1,35,1
+brasserie_dupont-avec_les_bons_voeux,0,0,244372602880,"{""name"":""Avec Les Bons Voeux"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+great_dane_pub_and_brewing_1-bourbon_barleywine,0,0,244737048576,"{""name"":""Bourbon Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+green_flash_brewing,0,0,244736458752,"{""name"":""Green Flash Brewing"",""city"":""Vista"",""state"":""California"",""code"":""92083"",""country"":""United States"",""phone"":""1-760-597-9012"",""website"":""http://www.greenflashbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1430 Vantage Court #104A""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.136,""lon"":-117.225}}",1,7,1
+d_l_geary_brewing_company,0,0,244479819776,"{""name"":""D.L. Geary Brewing Company"",""city"":""Portland"",""state"":""Maine"",""code"":""4103"",""country"":""United States"",""phone"":"""",""website"":""http://www.gearybrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The D.L. Geary Brewing Company was incorporated in October, 1983 by David and Karen Geary who shared the vision of producing world class products on a small scale for local and regional consumption. At that time, there were only 13 so-called microbreweries in the United States, almost all of them in California and the Pacific Northwest. In the winter of 1984, David Geary began a period of training and research in Scotland and England. With the help of Peter Maxwell Stuart, a Scottish nobleman and brewer who arranged introductions and itineraries, he worked in a half-dozen small commercial breweries from the highlands of Scotland to the south coast of England."",""address"":[""38 Evergreen Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.7076,""lon"":-70.3149}}",1,14,1
+cervejaria_kaiser_brasil,0,0,244499218433,"{""name"":""Cervejaria Kaiser Brasil"",""city"":""Ponta Grossa"",""state"":""Paran"",""code"":"""",""country"":""Brazil"",""phone"":""55-(42)-219-2000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Avenida Tocantins, 199 / Caixa Postal 621""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-25.1688,""lon"":-50.1298}}",1,59,1
+mad_crab_restaurant_and_brewery-pirates_pilsner,0,0,244857896961,"{""name"":""Pirates Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_crab_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+mickey_finn_s_brewery-gudenkrisp_kolsch,0,0,244876574720,"{""name"":""Güdenkrisp Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+mercury_brewing_company-1084_barleywine,0,0,244857241602,"{""name"":""1084 Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,0,1
+front_street_brewery,0,0,244630421504,"{""name"":""Front Street Brewery"",""city"":""Davenport"",""state"":""Iowa"",""code"":""52801"",""country"":""United States"",""phone"":""1-563-322-1569"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""208 East River Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5202,""lon"":-90.5725}}",1,56,1
+atwater_block_brewing-mai_bock,0,0,244377321472,"{""name"":""MAI-BOCK"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional german helles bock, golden in color and brewed with only the finest imported malt and hops. The distinct malty sweetness is balanced by a pronounced hop finish. Brewed to Welcome the Spring Season."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+brouwerij_de_dolle_brouwers-stille_nacht,0,0,244480802818,"{""name"":""Stille Nacht"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+de_halve_maan-brugse_zot_double,0,0,244623147008,"{""name"":""Brugse Zot Double"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_halve_maan"",""updated"":""2010-07-22 20:00:20"",""description"":""Besides the goldenblond ale, a darker version of the townbeer has been created : Brugse Zot double, with 7,5 % Vol alc. It is brewed with 6 special kinds of malt, which give the beer a rich taste. The worldly renowned Tcheque Saaz hop from Zatec has been chosen to give the beer this unique bitter note. Brugse Zot double is a fill and stronger beer, highly appreciated by the beerlovers."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,39,1
+hoppy_brewing_company,0,0,244735541249,"{""name"":""Hoppy Brewing Company"",""city"":""Sacramento"",""state"":""California"",""code"":""95819"",""country"":""United States"",""phone"":""1-916-451-4677"",""website"":""http://www.hoppy.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Currently, our company is growing our full service brewpub here in Sacramento, while at the same time self-distributing our products to retailers in the Sacramento area. We are brewing all of our products here in Sacramento and have 10 products on tap here at the brewpub. In addition, our current California distribution network consists of just one hard working distributor: A & D Distributing. We utilize this established distributor in their selected market to sell principally to the packaged/bottle market through authorized retail outlets, and the on-premises draft market through establishments licensed to serve alcoholic beverages. Our core products (i.e., Hoppy Face, Liquid Sunshine and Total Eclipse) are currently available in draft and 22 ounce bottles, and only available in the Sacramento and San Jose areas, but that will likely change as we continue to expand this year."",""address"":[""6300 Folsom Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.5551,""lon"":-121.43}}",1,4,1
+upstream_brewing_old_market-capitol_premium_pale_ale,0,0,245107851265,"{""name"":""Capitol Premium Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Our English-style pale ale is a medium-bodied \r\namber beer. Light, malty flavors combine with aromatic \r\nhops for a beer that is thirst quenching and easy \r\nto drink. One of our most popular beers."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,22,1
+mad_crab_restaurant_and_brewery-wheat,0,0,244859666432,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_crab_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,6,1
+brouwerij_alken_maes,0,0,244497448962,"{""name"":""Brouwerij Alken-Maes"",""city"":""Jumet"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-071-34-02-22"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue Derbque 7""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.4431,""lon"":4.4147}}",1,54,1
+porterhouse_restaurant_and_brewpub,0,0,244998012928,"{""name"":""Porterhouse Restaurant and Brewpub"",""city"":""Lahaska"",""state"":""Pennsylvania"",""code"":""18931"",""country"":""United States"",""phone"":""1-215-794-9373"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5775 Lower Mountain Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.3341,""lon"":-75.012}}",1,42,1
+capitol_city_brewing_4,0,0,244480344066,"{""name"":""Capitol City Brewing #4"",""city"":""Arlington"",""state"":""Virginia"",""code"":""22206"",""country"":""United States"",""phone"":""1-703-578-3888"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2700 South Quincy Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.8411,""lon"":-77.0869}}",1,16,1
+fratellos_restaurant_and_brewery-fox_light,0,0,244613054464,"{""name"":""Fox Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,15,1
+elysian_brewery_public_house-loki,0,0,244612071427,"{""name"":""Loki"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+mercury_brewing_company-ipswich_harvest,0,0,244873363457,"{""name"":""Ipswich Harvest"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Highly regarded among hop-lovers, our Harvest Ale is a balanced and flavorful autumnal offering, to be enjoyed during the cool, crisp days of fall. We use a darker Caramunich malt and just a touch of chocolate malt along with a blend of Warrior, Ahtanum, and Columbus hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,41,1
+ship_inn_brewpub-golden_wheat_light,0,0,245000241152,"{""name"":""Golden Wheat Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ship_inn_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+blue_point_brewing-toasted_lager,0,0,244369653760,"{""name"":""Toasted Lager"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""TOASTED LAGER\r\n\r\nBlue Point Brewing's award-winning Toasted Lager is our flagship product. Copper in color this brew is made from six different malts including: English Pale, Crystal, Munich, Carapils, Wheat and Belgian Caravienna. Toasted Lager displays a balanced flavor of malt and hop which makes for easy drinking. Special lager yeast is used to produce that long lasting, smooth finish. The \""toasted\"" part of the name refers to our direct-fire brew kettle’s hot flames that impart a toasted flavor to our most popular microbrew."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+eel_river_brewing,0,0,244622753793,"{""name"":""Eel River Brewing"",""city"":""Fortuna"",""state"":""California"",""code"":""95540"",""country"":""United States"",""phone"":""1-707-725-2739"",""website"":""http://eelriverbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1777 Alamar Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.5793,""lon"":-124.153}}",1,38,1
+valley_brewing_company-uberhoppy_imperial_ipa,0,0,245107458050,"{""name"":""Uberhoppy Imperial IPA"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A massively hopped Imperial IPA brewed to celebrate Valley Brews 10th anniversary. 1 pound of hops were added every 10 minutes during a 100 minute boil, a total of 10 different boiling hops. 4 different fresh hops were used in the hopback and then the beer was passed through a chamber containing 10 lbs of fresh hops on the way from the serving tanks to the bar taps. Hopperiffic."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,21,1
+vintage_50_restaurant_and_brew_lounge-50_cat_ipa,0,0,245747023873,"{""name"":""50 CAT IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vintage_50_restaurant_and_brew_lounge"",""updated"":""2010-07-22 20:00:20"",""description"":""An American style India Pale Ale. This medium bodied, light bronze hued brew has an aggressive hop character and flavor from the use of American hops in dry hopping. Our interpretation comes in at 13.0 degrees plato with IBU’s in the mid 40’s. The American hop varietals used as Kettle additions were Amarillo and Chinook and this was dry hopped with Chinook as well."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,23,1
+green_flash_brewing-west_coast_ipa,0,0,244737507328,"{""name"":""West Coast IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This West Coast-Style India Pale Ale is extravagantly hopped, full flavored, medium bodied and copper colored. A menagerie of hops is combined throughout the brewing process to impart specific characteristics. Hops used include Simcoe for a unique fruitiness and grapefruit zest, Columbus for strong hop pungency, Centennial for pine and citrus notes, and Cascade for floral aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,9,1
+deschutes_brewery-the_abyss,0,0,244620066816,"{""name"":""The Abyss"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Abyss has immeasurable depth inviting you to explore and discover its rich, complex profile. Hints of molasses, licorice and other alluring flavors draw you in further and further with each sip. And at 11% alcohol by volume, you will want to slowly savor each and every ounce. \r\n\r\nNovember 2008 marks the third release of this dark and mysterious imperial stout. Limited availability in wax-dipped 22-ounce bottles and on draft at a few select establishments. \r\n\r\n“The Abyss was one of those beers I didn’t want to end. I was totally blown away - this is precious stuff.” Christian DeBenedetti, beer writer and Men’s Journal contributor"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,33,1
+pleasanton_main_street_brewery-zone_7_porter,0,0,244998602752,"{""name"":""Zone 7 Porter"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+appleton_brewing-adler_brau_classic_porter,0,0,244363886593,"{""name"":""Adler Bräu Classic Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+san_diego_brewing-grantville_gold,0,0,244998471681,"{""name"":""Grantville Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+alesmith_brewing-wee_heavy,0,0,244363362305,"{""name"":""Wee Heavy"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""alesmith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,18,1
+granite_city_food_brewery_saint_cloud-victory_lager,0,0,244745371648,"{""name"":""Victory Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+maritime_pacific_brewing-clipper_gold_hefeweizen,0,0,244859142144,"{""name"":""Clipper Gold Hefeweizen"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+old_hat_brewery-apple_ale,0,0,244858617857,"{""name"":""Apple Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,3,1
+capital_brewery,0,0,244497711106,"{""name"":""Capital Brewery"",""city"":""Middleton"",""state"":""Wisconsin"",""code"":""53562"",""country"":""United States"",""phone"":""1-608-836-7100"",""website"":""http://www.capital-brewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7734 Terrace Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0949,""lon"":-89.5163}}",1,55,1
+element_brewing_company,0,0,244628652034,"{""name"":""Element Brewing Company"",""city"":""Millers Falls"",""state"":""MA"",""code"":""01349"",""country"":""United States"",""phone"":""413-835-6340"",""website"":""http://www.elementbeer.com"",""type"":""brewery"",""updated"":""2011-04-18 05:17:29"",""description"":""Nano Brewery specializing in bottle conditioned ales."",""address"":[""30 Bridge St""]}",1,52,1
+deschutes_brewery-black_butte_xxi,0,0,244610498561,"{""name"":""Black Butte XXI"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""It usually means bigger. Richer. And we can think of no better way to describe the taste of this even-bolder take on our classic, Black Butte Porter. Black Butte XX is an imperial porter with a lot more malt and hops, a wealth of coffee, cocoa nibs and aged in bourbon oak barrels. XX. It also means 20. Enjoy one during our 20th anniversary. On the flavor scale - It’s legendary."",""style"":""Porter"",""category"":""Irish Ale""}",1,10,1
+barfer_das_kleine_brauhaus-blonde,0,0,244376862722,"{""name"":""Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barfer_das_kleine_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+brouwerij_roman,0,0,244478574593,"{""name"":""Brouwerij Roman"",""city"":""Oudenaarde"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-055-45-54-01"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hauwaart 105""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.831,""lon"":3.6759}}",1,12,1
+paulaner-1634_urtyp_hell,0,0,244980711424,"{""name"":""1634 Urtyp Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+brouwerij_de_dolle_brouwers-special_extra_export_stout,0,0,244498759681,"{""name"":""Special Extra Export Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+fish_brewing_company_fish_tail_brewpub-winterfish_ale,0,0,244610957313,"{""name"":""WinterFish Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,11,1
+santa_rosa_brewing-wee_heavy,0,0,244999585793,"{""name"":""Wee Heavy"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_rosa_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,46,1
+paulaner-hacker_pschorr_original_oktoberfest,0,0,244997226496,"{""name"":""Hacker-Pschorr Original Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,40,1
+ballast_point_brewing-navigator_doppelbock,0,0,244371161088,"{""name"":""Navigator Doppelbock"",""abv"":8.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,34,1
+bbc_brewing_co_llc-hell_for_certain,0,0,244371619841,"{""name"":""Hell for Certain"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bbc_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+brauerei_leibinger-edel_spezial,0,0,244489256960,"{""name"":""Edel-Spezial"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_leibinger"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+hereford_hops_steakhouse_and_brewpub_3-schwarzbier,0,0,244737048577,"{""name"":""Schwarzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,8,1
+grolsche_bierbrouwerij-grolsch_dunkel_weizen,0,0,244736458753,"{""name"":""Grolsch Dunkel Weizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grolsche_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""Grolsch Dunkel Weizen is the darker version of Grolsch Premium Weizen."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,7,1
+de_friese_bierbrouwerij_us_heit-us_heit_dubbel_tarwe_bier,0,0,244612333568,"{""name"":""Us Heit Dubbel Tarwe Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_friese_bierbrouwerij_us_heit"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,14,1
+cherryland_brewing-cherry_rail,0,0,244499218434,"{""name"":""Cherry Rail"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cherryland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,59,1
+magic_hat-circus_boy,0,0,244857962496,"{""name"":""Circus Boy"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""THE Hefeweizen.  Unfiltered and unfettered, Circus Boy is a unique and refreshing American-style Hefeweizen.  Is he a who? Or a what? Or perhaps some of both? \r\n\r\nBrewed with organic lemongrass."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+mickey_finn_s_brewery-main_street_raz,0,0,244876574721,"{""name"":""Main Street Raz"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,48,1
+middle_ages_brewing-the_duke_of_winship,0,0,244857241603,"{""name"":""The Duke of Winship"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A sensual dark brew with the softness of a Scotch ale crafted with the malt make-up of an English Porter."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,0,1
+frstliche_brauerei_thurn_und_taxis_regensburg,0,0,244630421505,"{""name"":""Frstliche Brauerei Thurn Und Taxis Regensburg"",""city"":""Regensburg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9451-/-412"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Waffnergasse 6-8""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.0156,""lon"":12.0913}}",1,56,1
+aviator_brewing_company-hotrod_red,0,0,244377321473,"{""name"":""HotRod Red"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""aviator_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A somewhat classic Irish Red Ale.  This ale is feisty and a bit hoppy.  There is a malty sweetness and a somewhat dry finish.  Traditional East Kent Goldings but with a nice touch of Cascade and dash of roasted barley give this ale a great taste. ALWAYS AVAILABLE...or at least we try."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,50,1
+brouwerij_de_smedt-affligem_dobbel,0,0,244480868352,"{""name"":""Affligem Dobbel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_smedt"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+de_leyerth_brouwerijen-urthel_novicius_vertus,0,0,244623212544,"{""name"":""Urthel Novicius Vertus"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+indian_wells_brewing-mojave_red,0,0,244735541250,"{""name"":""Mojave Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""indian_wells_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+vetter_s_alt_heidelberger_brauhaus,0,0,245107916800,"{""name"":""Vetter�s Alt Heidelberger Brauhaus"",""city"":""Heidelberg"",""state"":""Baden-Württemberg"",""code"":""69117"",""country"":""Germany"",""phone"":"""",""website"":""http://www.brauhaus-vetter.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Founded 1987, Vetter Old Heidelberg Brewpub, was the first Bewpub in Heidelberg."",""address"":[""Steingasse 9""]}",1,22,1
+mammoth_brewing-amber,0,0,244859666433,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mammoth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,6,1
+brouwerij_de_ranke-guldenberg,0,0,244497448963,"{""name"":""Guldenberg"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_ranke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+prairie_rock_brewing_elgin-ale,0,0,244998012929,"{""name"":""Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,42,1
+cedar_brewing,0,0,244480409600,"{""name"":""Cedar Brewing"",""city"":""Cedar Rapids"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.9625,""lon"":-91.6918}}",1,16,1
+furstlich_furstenbergische_brauerei-pils,0,0,244613054465,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""furstlich_furstenbergische_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+endehouse_brewery_and_restaurant-porter,0,0,244612136960,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""endehouse_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,13,1
+michigan_brewing-russian_imperial_stout,0,0,244873428992,"{""name"":""Russian Imperial Stout"",""abv"":10.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Take an India Pale Ale and feed it steroids!  Although open to the same interpretation as its sister styles, you should expect something robust, malty, alcoholic and with a hop profile that might rip your tongue out. The Imperial usage comes from Russian Imperial stout, a style of strong stout originally brewed in England for the Russian Imperial Court of the late 1700s; though Double IPA is often the preferred name."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,41,1
+shipwrecked_brew_pub-bayside_blonde_ale,0,0,245000241153,"{""name"":""Bayside Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipwrecked_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+bonaventure_brewing_co,0,0,244369653761,"{""name"":""Bonaventure Brewing Co"",""city"":""Los Angeles"",""state"":""California"",""code"":""90071"",""country"":""United States"",""phone"":""(213) 236-0802"",""website"":""http://www.bonaventurebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Local beers brewed on-site on the 4th floor patio of the Bonaventure Hotel. Terrific views of Downtown LA, traditional American food, friendly staff, local flavor."",""address"":[""404 South Figueroa Street #418""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.0532,""lon"":-118.256}}",1,31,1
+egan_brewing-j_s_stout,0,0,244622819328,"{""name"":""J&S; Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+wainwright_brewing-evil_eye_ale,0,0,245746892800,"{""name"":""Evil Eye Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wainwright_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+walldorff_brew_pub-hopnoxxxious,0,0,245747089408,"{""name"":""Hopnoxxxious"",""abv"":7.45,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""This hophead's delight contains 7 hop additions. A malt background balances the hoppy bitterness for a complex flavor."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,23,1
+grizzly_bay_brewing-hammerhead_red,0,0,244737507329,"{""name"":""Hammerhead Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grizzly_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+diamond_knot_brewery_alehouse-icebreaker_barley_wine,0,0,244620132352,"{""name"":""Icebreaker Barley Wine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-wiesen_edel_weisse,0,0,244998668288,"{""name"":""Wiesen Edel Weisse"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,44,1
+avery_brewing_company-karma,0,0,244363886594,"{""name"":""Karma"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,19,1
+sapporo_breweries_chuo,0,0,244998471682,"{""name"":""Sapporo Breweries - Chuo"",""city"":""Tokyo"",""state"":""Kanto"",""code"":"""",""country"":""Japan"",""phone"":""81-(03)-3572-6111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10-1 Ginza 7-chome, Chuo-ku""]}",1,43,1
+allentown_brew_works-pawn_shop_porter,0,0,244363362306,"{""name"":""Pawn Shop Porter"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""allentown_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark brown with ruby highlights this brew has a deep chocolate flavor backed by a smooth caramel finish. Brewed with English malt and hops for an authentic flavor"",""style"":""Porter"",""category"":""Irish Ale""}",1,18,1
+green_flash_brewing-barleywine,0,0,244745437184,"{""name"":""Barleywine"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our American-style Barleywine undergoes a three hour boil to intensify the caramel malts and the enormous Pacific Northwest hop charge. The result is a rich, estery brew with toffee notes and citrus hop flavors layered throughout. Enjoy this brew fresh today or lay it down for aging to see how the flavors of each vintage evolve."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,28,1
+mcguire_s_irish_pub_and_brewery_pensacola-what_the_gent_on_the_floor_is_having_1997,0,0,244859207680,"{""name"":""What the Gent on the Floor is Having 1997"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcguire_s_irish_pub_and_brewery_pensacola"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+otter_creek_brewing_wolaver_s_organic_ales-stovepipe_porter,0,0,244858617858,"{""name"":""Stovepipe Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Stovepipe Porter is made in the traditional porter stlye, and is a favorite with all porter lovers. Ruby-black in color, Stovepipe Porter has a rich palate and a roasted, hoppy aroma. It is delicious on its own or with a meal, and tastes great with chocolate."",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+cerveceria_la_constancia-caguama,0,0,244497776640,"{""name"":""Caguama"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cerveceria_la_constancia"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,55,1
+elk_creek_cafe_and_aleworks-winkleblink_ale,0,0,244628717568,"{""name"":""Winkleblink Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""This light colored ale gains its subtle, bread-like flavor from a balance of gently kilned malted barley and choice malted wheat. A restrained addition of hops, contributes a pleasingly delicate floral aroma."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,52,1
+doemens_e_v-1809,0,0,244610564096,"{""name"":""1809"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""doemens_e_v"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+bavarian_barbarian_brewing_company-hammerin_ale,0,0,244376862723,"{""name"":""Hammerin' Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavarian_barbarian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Hammerin’ Ale is the Barbarian’s first beer. Brewed to be a well-balanced, easy-going beer, Hammerin’ Ale comes from a rather simple recipe which yields a deep amber color and a sublime balance of malt character and hop flavors. This beer goes very well with grilled meats and is meant to be enjoyed year-round. Hammerin’ Ale is an excellent choice for “Barbarians” who are new to craft beer."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,49,1
+brouwerij_slaghmuylder-witkap_pater_tripel,0,0,244478574594,"{""name"":""Witkap-Pater Tripel"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_slaghmuylder"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+abbaye_notre_dame_du_st_remy,0,0,244379549696,"{""name"":""Abbaye Notre Dame du St Remy"",""city"":""Rochefort"",""state"":""Namur"",""code"":"""",""country"":""Belgium"",""phone"":""32-084/22.01.47"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rue de l'Abbaye 8""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.1999,""lon"":5.2277}}",1,57,1
+pleasanton_main_street_brewery-pleasanton_pale,0,0,244980711425,"{""name"":""Pleasanton Pale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+brouwerij_kerkom,0,0,244498759682,"{""name"":""Brouwerij Kerkom"",""city"":""Kerkom"",""state"":""Limburg"",""code"":"""",""country"":""Belgium"",""phone"":""32-011-68-20-87"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Naamsesteenweg 469""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.7763,""lon"":5.166}}",1,58,1
+flyers_restraunt_and_brewery-peacemaker_porter,0,0,244611022848,"{""name"":""Peacemaker Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter in style, a dark and full bodied ale with hints of roasted barley and flavors of coffee and bitter sweet chocolate on the palate."",""style"":""Porter"",""category"":""Irish Ale""}",1,11,1
+schloss_eggenberg-urbock_23,0,0,244999651328,"{""name"":""Urbock 23°"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schloss_eggenberg"",""updated"":""2010-07-22 20:00:20"",""description"":""Schloss Eggenberg Urbock 23° is one of the strongest beers in the world. We keep the Urbock 23° in our Schloss cellars for 9 months until it is dark gold and strongly matured. Urbock 23° has received the highest acknowledgments and honours at international exhibitions and world evaluations. It is brewed exclusively from natural raw ingredients after the purity requirement of 1516. Schloss Eggenberg Urbock is filled in a 0.33 litre designer bottle embossed with Schloss Eggenberg and in barrels for the export (20 and 30 litre)."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,46,1
+ridgeway_brewing-ipa,0,0,244997226497,"{""name"":""IPA"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+bear_republic_brewery-xp_pale_ale,0,0,244371161089,"{""name"":""XP Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,34,1
+bear_republic_brewery,0,0,244371619842,"{""name"":""Bear Republic Brewery"",""city"":""Healdsburg"",""state"":""California"",""code"":""95448"",""country"":""United States"",""phone"":""1-707-433-2337"",""website"":""http://www.bearrepublic.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""345 Healdsburg Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.6112,""lon"":-122.871}}",1,35,1
+brauerei_und_altbierkche_pinkus_mller-organic_hefewizen,0,0,244489322496,"{""name"":""Organic Hefewizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_und_altbierkche_pinkus_mller"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,37,1
+herkimer_pub_brewery,0,0,244737048578,"{""name"":""Herkimer Pub & Brewery"",""city"":""Minneapolis"",""state"":""Minnesota"",""code"":""55408"",""country"":""United States"",""phone"":""1-612-821-0101"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2922 Lyndale Avenue South""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9491,""lon"":-93.2885}}",1,8,1
+hale_s_ales_3-el_jefe_weizen_ale,0,0,244736458754,"{""name"":""El Jefe Weizen Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+de_proef_brouwerij-andelot_angelique,0,0,244612399104,"{""name"":""Andelot Angelique"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+crabby_larry_s_brewpub_steak_crab_house-crabby_larry_s_irish_red_ale,0,0,244499283968,"{""name"":""Crabby Larry's Irish Red Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crabby_larry_s_brewpub_steak_crab_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich and smooth on the pallate this ale is a near perfect \""Irish Red\"". A variety of hops, Mt. Hood, Liberty & Fuggles combined with some roasted barley make an agreeable brew."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,59,1
+michigan_brewing-mackinac_pale_ale,0,0,244857962497,"{""name"":""Mackinac Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic American style pale ale. A well balanced, light copper colored, medium bodied ale with a distinctive hop bitterness and aroma."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+moylan_s_brewery_restaurant-kilt_lifter_scottish_ale,0,0,244876574722,"{""name"":""Kilt Lifter Scottish Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,48,1
+mill_steakhouse,0,0,244857307136,"{""name"":""Mill Steakhouse"",""city"":""Littleton"",""state"":""Colorado"",""code"":""80120"",""country"":""United States"",""phone"":""1-303-798-5280"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5798 South Rapp Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.612,""lon"":-105.019}}",1,0,1
+g_heileman_brewing-special_export,0,0,244630421506,"{""name"":""Special Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""g_heileman_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+bamberger_mahr_s_bru-hefeweissbier,0,0,244377321474,"{""name"":""Hefeweißbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bamberger_mahr_s_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,50,1
+brouwerij_strubbe-vlas_kop,0,0,244480868353,"{""name"":""Vlas Kop"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_strubbe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+denver_chophouse_and_brewery-redwing,0,0,244623212545,"{""name"":""Redwing"",""abv"":4.73,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+isle_of_skye_brewing_company-wee_beast,0,0,244735606784,"{""name"":""Wee Beast"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""isle_of_skye_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,4,1
+yaletown_brewing-downtown_brown,0,0,245747023872,"{""name"":""Downtown Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yaletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,22,1
+marshall_brewing_company,0,0,244859666434,"{""name"":""Marshall Brewing Company"",""city"":""Tulsa"",""state"":""Oklahoma"",""code"":""74104"",""country"":""United States"",""phone"":""(918) 292-8781"",""website"":""http://marshallbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""618 S. Wheeling Ave""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":36.152,""lon"":-95.9647}}",1,6,1
+cains-finest_bitter,0,0,244497448964,"{""name"":""Finest Bitter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cains"",""updated"":""2011-05-17 03:09:21"",""description"":""A regular winner of awards for quality and flavour, and winner of the silver medal at the International Brewing Industry Awards 2002, this refreshing yet full-bodied bitter is a favourite with beer drinkers everywhere. The rich flavours of premium malt and goldings hops are unmistakable in this well balanced, traditionally brewed bitter."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,54,1
+privatbrauerei_erdinger_weissbru-erdinger_weizen,0,0,244998012930,"{""name"":""Erdinger Weizen"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_erdinger_weissbru"",""updated"":""2010-07-22 20:00:20"",""description"":""The famous Bavarian specialty\r\n\r\nErdinger Weissbier 'crystal clear' is particularly welcome as a tasty thirst-quencher for hot summer days.\r\n\r\nThis specialty wheat beer gets its 'crystal clear' appearance from a particularly long filtration process, known in the industry as \""fine filtration\"", whereby the beer becomes completely clear.\r\n\r\nThis gives Erdinger Weissbier 'crystal clear' its sparkling and refreshing character - which also makes it the ideal wheat beer for warm summer days.\r\n\r\nBrewed in strict accordance with our own traditional recipe, Erdinger Weissbier 'crystal clear' meets the highest quality standards and satisfies the most sophisticated palate."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,42,1
+cervecera_cuauhtmoc_moctezuma-dos_equis_amber_lager,0,0,244480409601,"{""name"":""Dos Equis Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+george_bateman_and_son_ltd-victory_ale,0,0,244613054466,"{""name"":""Victory Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""george_bateman_and_son_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+engine_house_9-hefeweizen,0,0,244612136961,"{""name"":""Hefeweizen"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engine_house_9"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,13,1
+midnight_sun_brewing_co-kodiak_brown_nut_brown_ale,0,0,244873428993,"{""name"":""Kodiak Brown Nut Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Rugged yet smooth, Kodiak Brown Ale balances caramel and roasted malts with enticing Northwest hops. Inspired by the adventurous spirit readily found in Alaska, Kodiak Brown Ale invites you to take the road less traveled. Like true Alaskans, we are not afraid of the dark."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,41,1
+shipyard_brewing_portland-fuggles_ipa,0,0,245000241154,"{""name"":""Fuggles IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,47,1
+boston_beer_company-samuel_adams_utopias_mmiv,0,0,244369653762,"{""name"":""Samuel Adams Utopias MMIV"",""abv"":24.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+egan_brewing-queen_of_clubs_schwarzbier,0,0,244622819329,"{""name"":""Queen of Clubs Schwarzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,38,1
+wedge_brewery-iron_rail_ipa,0,0,245746892801,"{""name"":""Iron Rail IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wedge_brewery"",""updated"":""2011-05-23 10:39:09"",""description"":""English Style India Pale Ale, Maris Otter 2-row, Canadian Honey Malt and Belgian Crystal.\nCentennial, Kent Golding, and Cascade are added Five times during the process, including Dry Hopping.\n\nAroma: Earthy, Citrusy, and Resinous\nTasting/Flavor: Orangy and Sugary Apricots\nFinish: Malt Sweetness Balanced by Dry Hops"",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,21,1
+warsteiner_brauerei-warsteiner_premium_oktoberfest,0,0,245747089409,"{""name"":""Warsteiner Premium Oktoberfest"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""warsteiner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,23,1
+high_falls_brewing,0,0,244737507330,"{""name"":""High Falls Brewing"",""city"":""Rochester"",""state"":""New York"",""code"":""14605"",""country"":""United States"",""phone"":""1-585-263-9446"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""445 St.Paul Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.1646,""lon"":-77.6155}}",1,9,1
+diamond_knot_brewery_alehouse-steamer_glide_stout,0,0,244620197888,"{""name"":""Steamer Glide Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,33,1
+pyramid_ales_brewery-hart_espresso_stout,0,0,244998668289,"{""name"":""Hart Espresso Stout"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,44,1
+avery_brewing_company-mephistopheles_stout,0,0,244363886595,"{""name"":""Mephistopheles Stout"",""abv"":16.03,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""avery_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+schussenrieder_erlebnisbrauerei-pils,0,0,244998471683,"{""name"":""Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schussenrieder_erlebnisbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+alltech_s_lexington_brewing_company,0,0,244363427840,"{""name"":""Alltech's Lexington Brewing Company"",""city"":""Lexington"",""state"":""Kentucky"",""code"":""40508"",""country"":""United States"",""phone"":""1-859-887-3406"",""website"":""http://www.kentuckyale.com/kentuckyale/Index.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Producers of Kentucky Ale brand.   Also a very esteemed educational institution, specializing in distilling sciences and fermentation sciences."",""address"":[""401 Cross Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.0501,""lon"":-84.5088}}",1,18,1
+hacker_pschorr_bru-original_oktoberfest,0,0,244745502720,"{""name"":""Original Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hacker_pschorr_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,28,1
+midnight_sun_brewing_co-sloth,0,0,244859207681,"{""name"":""Sloth"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""SLOTH Belgian-style Imperial Stout is deliberately dark as hell. The pour is slow and sluggish. Its head is menacing, becoming torn and tattered Belgian lace on the sides of the glass as you cautiously consume this brew—sip by insidious sip. \r\n\r\nThe aroma is sweet from heavy malt and big alcohol with notes of vanilla, coconut and whiskey from the oak. The depth & breadth of roasted malt flavors loiters on the palate while the robust finish lingers, well, forever. \r\n\r\nSLOTH...Just add couch."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,5,1
+pacific_coast_brewing-gray_whale,0,0,244981432320,"{""name"":""Gray Whale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,3,1
+copper_eagle_brewing-guinea_pig_amber_ale,0,0,244497776641,"{""name"":""Guinea Pig Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_eagle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,55,1
+faultline_brewing_1-belgian_tripel,0,0,244628717569,"{""name"":""Belgian Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+dubuque_brewing_and_bottling,0,0,244610564097,"{""name"":""Dubuque Brewing and Bottling"",""city"":""Dubuque"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.5006,""lon"":-90.6646}}",1,10,1
+bavarian_barbarian_brewing_company-square_feet_wheat,0,0,244376862724,"{""name"":""Square Feet Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bavarian_barbarian_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Square Feet Wheat is loosely based on a Berliner Weisse style of beer from Germany. It has a refreshing, yet slight wheat and malt sweetness that is supported by a distinct hop presence. On hot Summer days, Square Feet Wheat will cool you off. Bring it along to pool parties, picnics and backyard cookouts. Instead of a boring wedge of lemon or orange, try Square Feet Wheat with a splash of raspberry extract or a dash of essence of Woodruff – both a customary addition to Berliner Weisse beers in Berlin.""}",1,49,1
+brouwerij_st_bernardus-biere_blanche,0,0,244478574595,"{""name"":""Bière Blanche"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+allguer_brauhaus_ag_kempten_brausttte_leuterschach,0,0,244379615232,"{""name"":""Allguer Brauhaus AG Kempten, Brausttte Leuterschach"",""city"":""Marktoberdorf"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8342-/-9647-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Schwendener Strae 18""]}",1,57,1
+port_brewing_company-bombshell_barleywine,0,0,244980776960,"{""name"":""Bombshell Barleywine"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+brouwerij_st_bernardus-pater_6,0,0,244498825216,"{""name"":""Pater 6"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""This name became a reference. This beer is mostly pointed out with its product name: “a Paterke”. \r\n\r\nThis “Paterke” is a chestnut coloured dark beer with a high fermentation (6.7 alcohol content) and a full taste."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,58,1
+flying_dog_brewery-k_9_cruiser_winter_ale,0,0,244611022849,"{""name"":""K-9 Cruiser Winter Ale"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The psycho in the pack... K-9 Cruiser is a dark, sweet and malty winter warmer that will captivate any adventurous craft brew drinker. A true Flying Dog original, K-9 Cruiser is the perfect brew to warm you up in those cold winter months."",""style"":""Old Ale"",""category"":""British Ale""}",1,11,1
+sierra_nevada_brewing_co-bigfoot_1997,0,0,244999651329,"{""name"":""Bigfoot 1997"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+rivers_effortless_dining,0,0,244997292032,"{""name"":""Rivers Effortless Dining"",""city"":""Salt Lake City"",""state"":""Utah"",""code"":""84121"",""country"":""United States"",""phone"":""1-801-733-6600"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.638,""lon"":-111.69}}",1,40,1
+bell_s_brewery_inc-oberon_ale,0,0,244371161090,"{""name"":""Oberon Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""An American wheat ale brewed with Saaz hops. Spicy and fruity, Oberon is the color and scent of a summer afternoon."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,34,1
+bell_s_brewery_inc-pale_ale,0,0,244371685376,"{""name"":""Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing, blond colored pale ale. Bell's pale ale is made almost exclusively from pale malt. It expresses a spicy floral hop aroma and taste."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+brauhaus_onuma,0,0,244489322497,"{""name"":""Brauhaus Onuma"",""city"":""Onuma"",""state"":""Hokkaido"",""code"":"""",""country"":""Japan"",""phone"":""81-0138-67-2227"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Onuma""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0646,""lon"":141.347}}",1,37,1
+high_falls_brewing-genesee_cream_ale,0,0,244737114112,"{""name"":""Genesee Cream Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+hannen_brauerei-alt,0,0,244736524288,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hannen_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+dempsey_s_restaurant_brewery,0,0,244612464640,"{""name"":""Dempsey's Restaurant & Brewery"",""city"":""Petaluma"",""state"":""California"",""code"":""94952"",""country"":""United States"",""phone"":""1-707-765-9694"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""50 East Washington Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.2362,""lon"":-122.64}}",1,14,1
+de_dochter_van_de_korenaar-bravoure,0,0,244631339008,"{""name"":""Bravoure"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_dochter_van_de_korenaar"",""updated"":""2010-07-22 20:00:20"",""description"":""copper -coloured complex tasting ale with a soft smokey taste combined with some caramel-malt to give it a long lasting chocolate-like aftertaste""}",1,59,1
+middle_ages_brewing-wailing_wench,0,0,244857962498,"{""name"":""Wailing Wench"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark and robust brewed in the style of a American strong ale, full bodied and screaming with hops.""}",1,2,1
+nebraska_brewing_company-cardinal_pale_ale,0,0,244876574723,"{""name"":""Cardinal Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+miller_brewing-red_dog,0,0,244857307137,"{""name"":""Red Dog"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,0,1
+gore_range_brewery,0,0,244630487040,"{""name"":""Gore Range Brewery"",""city"":""Edwards"",""state"":""Colorado"",""code"":""81632"",""country"":""United States"",""phone"":""1-970-926-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""105 Edwards Village Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.6441,""lon"":-106.596}}",1,56,1
+bandana_brewery-saint_peter_red,0,0,244377387008,"{""name"":""Saint Peter Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+brown_street_brewery-czech_pilsner,0,0,244480933888,"{""name"":""Czech Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+dortmunder_actien_brauerei_dab-hansa_imported_dortmunder,0,0,244623278080,"{""name"":""Hansa Imported Dortmunder"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dortmunder_actien_brauerei_dab"",""updated"":""2010-07-22 20:00:20"",""description"":""Surviving beer from the Dortmunder Hansa-Brauerei before being acquired by Actien."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+jacob_leinenkugel_brewing_company-leinenkugel_s_sunset_wheat,0,0,244735606785,"{""name"":""Leinenkugel's Sunset Wheat"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,4,1
+mia_and_pia_s_pizzeria_and_brewhouse,0,0,244859666435,"{""name"":""Mia and Pia's Pizzeria and Brewhouse"",""city"":""Klamath Falls"",""state"":""Oregon"",""code"":""97603"",""country"":""United States"",""phone"":""1-541-884-4880"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3545 Summers Lane (restaurant)""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.2249,""lon"":-121.782}}",1,6,1
+cleveland_chophouse_and_brewery,0,0,244497448965,"{""name"":""Cleveland ChopHouse and Brewery"",""city"":""Cleveland"",""state"":""Ohio"",""code"":""44113"",""country"":""United States"",""phone"":""1-216-623-0909"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""824 West St.Clair Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.4995,""lon"":-81.6994}}",1,54,1
+privatbrauerei_hofmhl,0,0,244998012931,"{""name"":""Privatbrauerei Hofmhl"",""city"":""Eichsttt"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8421-/-9808-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hofmhlstrae 10""]}",1,42,1
+cervecera_jerome,0,0,244480409602,"{""name"":""Cervecera Jerome"",""city"":""Mendoza"",""state"":"""",""code"":"""",""country"":""Argentina"",""phone"":""54-0261-4320449"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mendoza""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-32.8902,""lon"":-68.844}}",1,16,1
+glacial_lakes_brewing,0,0,244613054467,"{""name"":""Glacial Lakes Brewing"",""city"":""New York Mills"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":46.518,""lon"":-95.3761}}",1,15,1
+ettaler_klosterbetriebe_abteilung_brauerei_destillerie,0,0,244612136962,"{""name"":""Ettaler Klosterbetriebe Abteilung Brauerei & Destillerie"",""city"":""Ettal"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8822-/-74450"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kaiser-Ludwig-Platz 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.569,""lon"":11.0942}}",1,13,1
+midnight_sun_brewing_co-obliteration_ii,0,0,244873494528,"{""name"":""Obliteration II"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion and purpose, we present this series of hop-centric beers. Using different hop varieties and brewing techniques, we aim to capture bold, distinct hop characteristics in aroma, flavor and finish. While we explore the world of hops, we invite you to learn along with us: these beers offer an incredible opportunity to experience the diversity of hops while engaging the palate and obliterating the senses.\r\n\r\nObliteration II is yet another dynamic Double IPA. Its aroma is intense with fragrant notes of citrus, spice, pine and alcohol. A sturdy malt platform provides the perfect stage for showcasing these high alpha-acid hops, creating flavors and textures that entice then intrigue. Obliteration II finishes with poignant bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,41,1
+skagit_river_brewing-highwater_porter,0,0,245000306688,"{""name"":""Highwater Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,47,1
+brasserie_de_l_abbaye_des_rocs-belgian_burgundy_ale,0,0,244369719296,"{""name"":""Belgian Burgundy Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_des_rocs"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+empyrean_brewing_company-dark_side_vanilla_porter,0,0,244622819330,"{""name"":""Dark Side Vanilla Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+weinkeller_brewery_berwyn-marzen,0,0,245746892802,"{""name"":""Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,21,1
+wild_onion_brewing-paddy_pale_ale,0,0,245747089410,"{""name"":""Paddy Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_onion_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,23,1
+holsten_brauerei,0,0,244737572864,"{""name"":""Holsten-Brauerei"",""city"":""Hamburg"",""state"":""Hamburg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)40-/-381010"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Holstenstrae 224""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":53.5621,""lon"":9.9451}}",1,9,1
+dinkelacker_schwaben_bru-sanwald_dunkelweizen,0,0,244620197889,"{""name"":""Sanwald Dunkelweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dinkelacker_schwaben_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+redhook_ale_brewery-wheat_hook,0,0,244998668290,"{""name"":""Wheat Hook"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+ballast_point_brewing-come_about_imperial_stout,0,0,244363952128,"{""name"":""Come About Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ballast_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,19,1
+shepherd_neame-bishops_finger_kentish_strong_ale,0,0,244998537216,"{""name"":""Bishops Finger Kentish Strong Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shepherd_neame"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+anchor_brewing-bock,0,0,244363427841,"{""name"":""Bock"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anchor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,18,1
+half_moon_bay_brewing-mavericks_amber_ale,0,0,244745502721,"{""name"":""Mavericks Amber Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+minneapolis_town_hall_brewery-smoked_helles_lager,0,0,244859207682,"{""name"":""Smoked Helles Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This light german style Helles Lager was brewed with a small percentage of beechwood smoked malt. Light and delicate east drinking lager"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+ph_woods_diner_and_brewery,0,0,244981497856,"{""name"":""PH Woods Diner and Brewery"",""city"":""Moreno Valley"",""state"":""California"",""code"":""92553"",""country"":""United States"",""phone"":""1-951-653-3850"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""23060 Alessandro Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.9176,""lon"":-117.26}}",1,3,1
+dick_s_brewing-danger_ale,0,0,244629700608,"{""name"":""Danger Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,55,1
+fifty_fifty_brewing_co-trifecta_belgian_style_tripel,0,0,244628717570,"{""name"":""Trifecta Belgian Style Tripel"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""There are hundreds of Trappist Monasteries in the world, many of them make fruitcake. This beer is not made by Monks nor does it resemble fruitcake. Furthermore, Truckee has no Trappist Monastery and that, my friend, is why we at FiftyFifty bring you Trifecta. This is one of FiftyFifty's seasonal ales, and is a high alcohol Belgian style beer. Brewed with inspiration from Belgian Trappist Ales, Trifecta also includes locally grown Purple Sage Honey. With a complex spiciness tempered by the sweeter notes from the sage honey, flavors of spicy sage, alcohol, and mild malt sweetness are apparent, and sage and clove like aromas predominate. Coming in at over 8%, this beer is deceptively strong."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,52,1
+duclaw-venom,0,0,244610629632,"{""name"":""Venom"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""This American-Style Pale Ale is aggressively hopped giving it a citrusy flavor and aroma. No antidote needed. This beer is dark-golden, medium-bodied and very “hoppy.” It is American-style because American-grown hops are used rather that European."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+bj_s_pizza_grill_and_brewery_jantzen_beach-whiskey_stout,0,0,244376928256,"{""name"":""Whiskey Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bj_s_pizza_grill_and_brewery_jantzen_beach"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+brouwerij_sterkens-st_paul_special,0,0,244478640128,"{""name"":""St. Paul Special"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+amherst_brewing_company-lewmeister_oktoberfest,0,0,244379615233,"{""name"":""Lewmeister Oktoberfest"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""amherst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Amber, full-bodied lager made in the traditional style with German hops. Brewed in early August and put on tap with a keg of the previous years batch by October of each year. This beer is brewed in memory of \""Lewis\"", the owners beer-drinking long-haired Dachsund, who passed away at 17-1/2 on 8/17/99."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,57,1
+port_brewing_company-z_u_later_doppelbock,0,0,244980776961,"{""name"":""Z-U-Later Doppelbock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,1,1
+brouwerij_sterkens-st_sebastiaan_golden,0,0,244498825217,"{""name"":""St. Sebastiaan Golden"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+flying_fish_brewing_company-imperial_espresso_porter,0,0,244611022850,"{""name"":""Imperial Espresso Porter"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This robust dark brew has been created using rich Colombian dark roast coffee to celebrate our 10th anniversary in royal fashion. The enticing regal aromas of toffee and licorice lead to the coronation of taste; a palate of malty richness exhibiting chocolate and coffee notes, balanced by the noble and novel Mt. Rainer hop, all topped with a rich creamy crown. This very special offering will warm your soul and lift your spirits. Oh yeah, it also packs a royal kick at 8% alcohol."",""style"":""Porter"",""category"":""Irish Ale""}",1,11,1
+sly_fox_brewhouse_and_eatery_royersford-seamus_irish_red,0,0,245117616128,"{""name"":""Seamus Irish Red"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+rogue_ales-artisan_lager,0,0,244997292033,"{""name"":""Artisan Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A vienna style lager"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,40,1
+bellows_brew_crew-pretty_girl_pilsner,0,0,244371161091,"{""name"":""Pretty Girl Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+bierbrouwerij_bavaria-de_horste_vermeer_traditional_dutch_ale,0,0,244371685377,"{""name"":""De Horste Vermeer Traditional Dutch Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_bavaria"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+brauhaus_sternen-honey_brown_ale,0,0,244489388032,"{""name"":""Honey Brown Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sternen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+hopworks_urban_brewery,0,0,244737114113,"{""name"":""Hopworks Urban Brewery"",""city"":""Portland"",""state"":""Oregon"",""code"":""97202"",""country"":""United States"",""phone"":""(503) 201-8957"",""website"":""http://hopworksbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""HUB is Portland's first Eco-Brewpub to offer all organic handcrafted beers, fresh local ingredients, and a sustainable building with a relaxed and casual atmosphere. Brewmaster Christian Ettinger has spent the past year and half constructing his dream brewpub.  HUB incorporates all aspects of sustainability.  From composting to rain barrels, and from pervious pavers to hand dryers, we have made every effort to protect our future with a thoughtful alternative.  Hopworks has four distinct areas including a family friendly restaurant with play area, a vibrant bicycle bar, banquet mezzanine, and outdoor beer-garden.  Our 20 barrel brewery produces 3000 barrels a year and provides our restaurant with ten different HUB organic beers on tap and two cask ales at all times. We have parking for seventy cars, eight motorcycles and up to fifty bikes.  Our world-class beer, New York style pizza, and wonderful staff are some of the best you will find anywhere."",""address"":[""2944 SE Powell Blvd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.4969,""lon"":-122.635}}",1,8,1
+harpoon_brewery_windsor-esb,0,0,244736524289,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_windsor"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+denver_chophouse_and_brewery-pilsner,0,0,244612464641,"{""name"":""Pilsner"",""abv"":4.99,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+denver_chophouse_and_brewery-buffalo_gold,0,0,244631404544,"{""name"":""Buffalo Gold"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+midnight_sun_brewing_co-old_whiskers,0,0,244858028032,"{""name"":""Old Whiskers"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our perennial summer seasonal beer, first brewed in Summer 1995 when we opened. \r\n\r\nAffectionately called \""Spunky and Chunky\"", Old Whiskers Hefeweizen is a traditional Bavarian-style unfiltered wheat beer. Created with equal parts malted wheat and pale two-row malt, Old Whiskers is lightly hopped to style. A unique Bavarian strain of yeast imparts a clove- or banana-like aroma and flavor. (We swear we did not put cloves into the brew. It is the magical powers of The Yeast.) Old Whisker is delicious and refeshing--the perfect summer quencher, served with or without a slice of lemon."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+new_glarus_brewing_company-tripel,0,0,244876640256,"{""name"":""Tripel"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+mudshark_brewing-upriver_lager,0,0,244857307138,"{""name"":""UpRiver Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mudshark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Light American Lager, Our Lightest, Lowest Carb. Beer"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,0,1
+gottberg_brew_pub-all_american_gold,0,0,244630487041,"{""name"":""All-American Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+beach_chalet_brewery-endless_summer_cream_ale,0,0,244377387009,"{""name"":""Endless Summer Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""beach_chalet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+bryggeriet_lfabrikken-porter,0,0,244480933889,"{""name"":""Porter"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bryggeriet_lfabrikken"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,17,1
+eder_heylands-schlappeseppl_export,0,0,244623278081,"{""name"":""Schlappeseppl Export"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eder_heylands"",""updated"":""2010-07-22 20:00:20"",""description"":""A classically brewed export beer with a slight aroma of hops.\r\n\r\n\r\nAwarded with the gold medal by\r\nGerman Agriculture Society-DLG\r\n2005, 2006 and 2007\r\nMonde Selection, Brüssel 2003 and 2005\r\n2007 with Grand Gold\r\nand with the silver medal by\r\nWorld Beer Cup, Colorado 2002"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+john_martin_sa,0,0,244735606786,"{""name"":""John Martin sa"",""city"":""Genval"",""state"":"""",""code"":""1332"",""country"":""Belgium"",""phone"":"""",""website"":""http://www.anthonymartin.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""rue du cerf""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":50.7298,""lon"":4.508}}",1,4,1
+midnight_sun_brewing_co-jupiter_belgian_style_champagne_trippel,0,0,244859731968,"{""name"":""Jupiter - Belgian-style \""Champagne\"" Trippel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,6,1
+coast_brewing-ruby_red_lager,0,0,244497514496,"{""name"":""Ruby Red Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+randy_s_fun_hunters_brewery_restaurant_and_banquet_center-wheat_ale,0,0,244998078464,"{""name"":""Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""randy_s_fun_hunters_brewery_restaurant_and_banquet_center"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,42,1
+cervejaria_sudbrack-eisenbahn_south_american_pale_ale_s_a_p_a,0,0,244480475136,"{""name"":""Eisenbahn South American Pale Ale (S.A.P.A.)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_sudbrack"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+goose_island_beer_company_fulton_street-pils,0,0,244613120000,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+firehouse_brewery_restaurant-stout,0,0,244612202496,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,13,1
+millstream_brewing,0,0,244873494529,"{""name"":""Millstream Brewing"",""city"":""Amana"",""state"":""Iowa"",""code"":""52203"",""country"":""United States"",""phone"":""1-319-622-3672"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""835 48th Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.7972,""lon"":-91.8652}}",1,41,1
+south_shore_brewery-cream_ale,0,0,245117943808,"{""name"":""Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+brewery_de_troch-chapeau_fraises_lambic,0,0,244486832128,"{""name"":""Chapeau Fraises Lambic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_de_troch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,31,1
+engine_house_9,0,0,244622884864,"{""name"":""Engine House #9"",""city"":""Tacoma"",""state"":""Washington"",""code"":""98406"",""country"":""United States"",""phone"":""1-253-272-3435"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""611 North Pine""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.256,""lon"":-122.473}}",1,38,1
+wild_onion_brewing,0,0,245746892803,"{""name"":""Wild Onion Brewing"",""city"":""Lake Barrington"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.2108,""lon"":-88.1652}}",1,21,1
+wychwood_brewery-black_wych_stout,0,0,245747089411,"{""name"":""Black Wych Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,23,1
+hops_grillhouse_brewery_cherry_creek-alligator_ale,0,0,244737572865,"{""name"":""Alligator Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_grillhouse_brewery_cherry_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+duneland_brewhouse_pub_and_restaurant-salmon_tail_pale_ale,0,0,244620263424,"{""name"":""Salmon Tail Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duneland_brewhouse_pub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+rivers_effortless_dining-porter,0,0,244998733824,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rivers_effortless_dining"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,44,1
+bandana_brewery-kasota_ipa,0,0,244363952129,"{""name"":""Kasota IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bandana_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+sierra_nevada_brewing_co-bigfoot,0,0,244998537217,"{""name"":""Bigfoot"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nThis year marks the 25th release of Bigfoot®. Our award-winning barleywine boasts a dense, fruity bouquet, an intense flavor palate and a deep reddish-brown color. Its big maltiness is superbly balanced by a wonderfully bittersweet hoppiness. \r\n\r\n"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,43,1
+anderson_valley_brewing-high_rollers_wheat_beer,0,0,244363427842,"{""name"":""High Rollers Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anderson_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+hapa_s_brew_haus_and_restaurant-el_nino_pale_ale,0,0,244745502722,"{""name"":""El Niño Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+moon_river_brewing_company,0,0,244859273216,"{""name"":""Moon River Brewing Company"",""city"":""Savannah"",""state"":""Georgia"",""code"":""31401"",""country"":""United States"",""phone"":""912.447.0943"",""website"":""http://www.moonriverbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Moon River Brewing Company is founded on our obsession with creating the ideal restaurant and brewery experience. Striving for this ideal, we are committed to providing three basic services. We are dedicated, first and foremost, to providing you with a comfortable and relaxing environment with prompt and cheerful service. Secondly, we are committed to serving you a delicious variety of freshly prepared foods. Our kitchen is a boiling pot of diversity, offering a range of dishes from simple comfort food to eclectic gourmet cuisine. Finally, we are undeniably passionate about serving great beer."",""address"":[""21 W. Bay St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":32.081,""lon"":-81.0915}}",1,5,1
+pivovar_v_hurbanove,0,0,244981497857,"{""name"":""Pivovar v Hurbanove"",""city"":""Hurbanovo"",""state"":"""",""code"":"""",""country"":""Slovakia"",""phone"":""421-35---765-41-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Novozamocka Cesta 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.8809,""lon"":18.1972}}",1,3,1
+ej_phair_brewing_company_and_alehouse,0,0,244629766144,"{""name"":""EJ Phair Brewing Company and Alehouse"",""city"":""Concord"",""state"":""California"",""code"":""94520"",""country"":""United States"",""phone"":""1-925-691-4253"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2151 Salvio Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.978,""lon"":-122.034}}",1,55,1
+fish_brewing_company_fish_tail_brewpub-10_squared_10,0,0,244628783104,"{""name"":""10 Squared (10²)"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""The Mighty Fish Brewers first produced Ten Squared Anniversary Ale to celebrate Fish Brewing Company’s tenth anniversary. The ale was so good and the response to it so overwhelmingly positive that it has become the crown jewel of REEL ALEs. Ten different hops: Horizon, Chinook, Columbus, Willamette, Tradition, Northern Brewer, Santiam, Tettnanger, Cascade and Golding, in the order of their use -- give Ten Squared a unique hop character which has to be tasted to be believed. \r\n\r\nEven with 100 IBUs, this brew sports a strong malt backbone. Two-row Pale, Caramel 40, Caramel 75, Special B and Aromatic malts impart remarkable balance for such a hop monster. This is smooth ale with surprising similarities to ten year old malt whiskey. Produced for the holidays, 10 102 Anniversary Ale is usually available into late spring."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,52,1
+f_x_matt_brewing-saranac_imperial_stout,0,0,244610695168,"{""name"":""Saranac Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Imperial Stout is part of our \""High Peaks Series,\"" a line of beers that are bigger, more complex and flavorful; beers that are meant to be sipped and savored. Saranac Imperial Stout is brewed with 11 malts to balance a deliciouse chocolate and coffee roasted flavor with a spicy herbal character of the generous kettle and dry hops."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,10,1
+bj_s_pizza_grill_and_brewery_jantzen_beach,0,0,244376928257,"{""name"":""BJ's Pizza, Grill, and Brewery - Jantzen Beach"",""city"":""Portland"",""state"":""Oregon"",""code"":""97217"",""country"":""United States"",""phone"":""1-503-289-5566"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""12105 North Center Avenue""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.5235,""lon"":-122.676}}",1,49,1
+bull_bush_pub_brewery,0,0,244478640129,"{""name"":""Bull & Bush Pub & Brewery"",""city"":""Denver"",""state"":""Colorado"",""code"":""80246"",""country"":""United States"",""phone"":""1-303-759-0333"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4700 Cherry Creek Drive South""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.705,""lon"":-104.936}}",1,12,1
+anheuser_busch-bud_light_lime,0,0,244379680768,"{""name"":""Bud Light Lime"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Exactly what it says, Bud Light and Lime. Brewed in Georgia."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,57,1
+prescott_brewing_company-ponderosa_ipa,0,0,244980776962,"{""name"":""Ponderosa IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,1,1
+calhoun_s_microbrewery-cherokee_red_ale,0,0,244498825218,"{""name"":""Cherokee Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""calhoun_s_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+four_peaks_brewing-kilt_lifter_scottish_style_ale,0,0,244611088384,"{""name"":""Kilt Lifter  Scottish-Style Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our award-winning Flagship ale is now in bottles!! This is an ale made in the tradition of the great strong ales of Scotland. Amber colored, malty sweet with underlying note of smokiness. \r\n\r\nAlcohol content approximately 6.0% by volume (ALWAYS ON TAP!!)"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,11,1
+sly_fox_brewhouse_and_eatery_royersford,0,0,245117681664,"{""name"":""Sly Fox Brewhouse and Eatery - Royersford"",""city"":""Royersford"",""state"":""Pennsylvania"",""code"":""19468"",""country"":""United States"",""phone"":""1-610-948-8088"",""website"":""http://www.slyfoxbeer.com/index1.asp"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A full production brewery and accompanying restaurant opened in 2004 by the owners of Sly Fox Brewhouse & Eatery in nearby Phoenixville. The 20bbl brewhouse packages a wide range of beers in 12oz cans, 22oz bottles and 750ml bottles. Pikeland Pils, a multiple GABF Gold Medal Winner, and O'Reilly's Stout, a nitro-poured, draught-only beer named after brewer Brian O'Reilly's grandfather are among its most popular beers, on and off premises, as are such Belgian-style delights as Incubus Tripel, Ichor Quadrupel, Saison Vos & Black Raspberry Reserve. Sly Fox is also noted for its Bock Beers (see listing for the Phoenixville pub for more details) and annual Christmas Ale."",""address"":[""312 North Lewis Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.1943,""lon"":-75.534}}",1,46,1
+rogue_ales-chocolate_stout,0,0,244997292034,"{""name"":""Chocolate Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""The recipe for Rogue Chocolate Stout was created several years ago for export to Japan. The exported twelve ounce Chocolate Bear Beer bottle label is in Kanji and features a teddy bear with a pink heart on his belly. Chocolate Stout was released for Valentines Day in 2001 in a twenty-two ounce bottle for the US market. The label features a Roguester (Sebbie Buhler) on the label. The bottled of Chocolate Stout is available on a very limited basis in the US, so get it while you can! \r\n\r\nHedonistic! Ebony in color with a rich creamy head. The mellow flavor of oats, chocolate malts, and real chocolate are balanced perfectly with the right amount of hops for a bittersweet finish. Chocolate Stout is brewed with 10 ingredients: Northwest Harrington and Klages, Crystal 135-165 and Beeston Chocolate Malts, Cascade Hops, Rolled Oats and Roasted Barley, Natural Chocolate Flavor, Free Range Coastal Waters and PacMan Yeast. Chocolate Stout is available year-round only in the classic 22-ounce bottle and on draft."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,40,1
+big_river_brewing,0,0,244371226624,"{""name"":""Big River Brewing"",""city"":""Richmond"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-271-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""180 - 14200 Entertainment Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.1344,""lon"":-123.065}}",1,34,1
+big_sky_brewing-trout_slayer,0,0,244371750912,"{""name"":""Trout Slayer"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_sky_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Trout Slayer is a filtered wheat ale, fermented at cool temperatures, making it a smooth drinkable session beer. Brewed with Palisade, Glacier, and Mt. Hood hops, this straw colored beer is sure to please any craft beer drinker. IBU 35 SRM 5 ABV 4.7%"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,35,1
+brewery_creek_brewing-dark_mild,0,0,244489388033,"{""name"":""Dark Mild"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""To quote Dr. John Harrison, a great influence on my brewing, \""Mild ale is the only beer with an uninterrupted history from medieval times to the present day.\"" The \""mild\"" means low hop bitterness, \""...which is the only essential feature of a mild ale.\"" They can be light or dark in color, high or low in alcohol, dry or sweet. This is difficult for modern style wiennies to grasp. How can one style be so many things? How can I judge it good or bad?. The current Brewery Creek Dark Mild is medium brown, soft hops and about 3.5% abv. It could be a bit more estery. It is a lovely style."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,37,1
+iron_city_brewing_co-iron_city,0,0,244737179648,"{""name"":""Iron City"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Iron City has been the ‘Burgh’s signature beer since 1861. This premium lager has become a proud tradition of the city and its people. Just try to imagine a Pittsburgh football, baseball or hockey game without an ice cold Iron.\r\n\r\nWe still brew Iron City fresh daily – but now, instead of delivering it to Pittsburgh neighborhoods in horse-drawn buggies, we deliver it to your favorite hangouts. You can get an Iron at national restaurant chains, upscale eateries, and – of course – your favorite local bar. You can also find it at more than 330 regional beer distributors. Because Iron City is brewed locally, it goes from the brewery to you within a matter of days. You won’t find a fresher beer anywhere in Pittsburgh!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+heller_bru_trum-aecht_schlenkerla_rauchbier_urbock,0,0,244736524290,"{""name"":""Aecht Schlenkerla Rauchbier Urbock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heller_bru_trum"",""updated"":""2010-07-22 20:00:20"",""description"":""A smoked bock beer for Bamberg's strong beer season (October through December). Matured for months in ancient rock-cellars underneath Bamberg and tapped freshly from the oakwood cask. Similar to, but much bigger than the classic Maerzen style."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,7,1
+devil_s_canyon,0,0,244612530176,"{""name"":""Devil's Canyon"",""city"":""Belmont"",""state"":""CA"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2011-07-28 19:03:35"",""description"":"""",""address"":[]}",1,14,1
+denver_chophouse_and_brewery-wild_turkey_bourbon_stout,0,0,244631404545,"{""name"":""Wild Turkey Bourbon Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+miller_brewing-miller_chill,0,0,244858028033,"{""name"":""Miller Chill"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Launched in 2007, Miller Chill is the only light beer brewed with a hint of lime and a pinch of salt to provide a truly refreshing beer experience. Through all of our marketing efforts, beer drinkers will see that Miller Chill is a celebration and fusion of the best of two cultures, great light beer from America and the chelada style from Mexico. It's the new alternative in mainstream low-cal beers ... one that provides a crisper, smoother, more refreshing beer experience."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,2,1
+niagara_falls_brewing-weisse_beer,0,0,244876640257,"{""name"":""Weisse Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+namibia_breweries,0,0,244857307139,"{""name"":""Namibia Breweries"",""city"":""Windhoek"",""state"":"""",""code"":"""",""country"":""Namibia"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 206""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-22.5589,""lon"":17.0825}}",1,0,1
+gray_brewing-witbier,0,0,244756643840,"{""name"":""Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+bethlehem_brew_works-ch_47_pale_ale,0,0,244377387010,"{""name"":""CH-47 Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bethlehem_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""This light copper, dry finishing American Pale Ale is an excellent addition to the Brew Works fleet of pale ales. A hefty sling load weight of Chinook hops gives this beer its distinctive bite. Chinook and Amarillo hops contribute to its almost citrus aroma. A hopheads delight!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+cervecera_cuauhtmoc_moctezuma-bohemia_clasica,0,0,244480933890,"{""name"":""Bohemia Clásica"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+egan_brewing-blonde_ale,0,0,244623278082,"{""name"":""Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,39,1
+jolly_pumpkin_artisan_ales-weizen_bam_biere,0,0,244735672320,"{""name"":""Weizen Bam Bière"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Ruddy golden, with yeast driven esters of banana, spicy clove, and nutmeg all wrapped up with a generous dose of rapscillion delight."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,4,1
+midnight_sun_brewing_co-oosik_amber_ale,0,0,244859731969,"{""name"":""Oosik Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Oosik Amber Ale is a true German-style altbier, brewed with pale, Munich and crystal malts. Deep amber with copper highlights, Oosik sports a toasted and caramel malt profile, balanced by traditional noble hops. A special yeast strain ferments this ale at cooler lager temperatures, giving it a smooth malt character and a clean finish. \r\n\r\nWant to hang—so to speak—for a while? Oosik Amber Ale gives you hang time. Great flavor, big mouthfeel, satisfying finish…all in a session-worthy beer. Compare it to other ambers—Oosik rules. Look for our 20-inch Oosik tap in better beer bars throughout AK. \r\n\r\nYou can't just have a little Oosik. \r\n\r\nBUY the Oosik \""Love is Hard\"" tee - men's and women's styles available.\r\n\r\nAvailability:\r\nAK - draft (year-round)"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,6,1
+coast_range_brewing-california_blonde_ale,0,0,244497514497,"{""name"":""California Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coast_range_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+river_west_brewing-spiced_porter,0,0,244998078465,"{""name"":""Spiced Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+cervezas_alhambra,0,0,244480475137,"{""name"":""Cervezas Alhambra"",""city"":""Granada"",""state"":"""",""code"":"""",""country"":""Spain"",""phone"":""34-958817205"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Avenida de Murcia, 1""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":37.1875,""lon"":-3.6018}}",1,16,1
+grand_teton_brewing_1,0,0,244739997696,"{""name"":""Grand Teton Brewing #1"",""city"":""Wilson"",""state"":""Wyoming"",""code"":""83014"",""country"":""United States"",""phone"":""1-307-733-9000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1295 North West Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.4988,""lon"":-110.877}}",1,15,1
+fish_brewing_company_fish_tail_brewpub,0,0,244612202497,"{""name"":""Fish Brewing Company & Fish Tail Brewpub"",""city"":""Olympia"",""state"":""Washington"",""code"":""98501"",""country"":""United States"",""phone"":""1-360-943-3650"",""website"":""http://www.fishbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""From our home in beautiful Olympia, Washington, Fish Brewing Company has been hand-crafting ales of Northwest proportions since 1993. Then, using a system cobbled from brewing and dairy equipment, we brewed for our neighbors up and down Puget Sound. Growing steadily since, Fish is now an award-winning craft brewer with distribution throughout the Pacific Northwest and beyond."",""address"":[""515 Jefferson Street SE""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.0437,""lon"":-122.897}}",1,13,1
+minhas_craft_brewery-berghoff_oktoberfest_beer,0,0,244873494530,"{""name"":""Berghoff Oktoberfest Beer"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minhas_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,41,1
+south_shore_brewery-pale_ale,0,0,245118009344,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+brewery_vivant,0,0,244486897664,"{""name"":""Brewery Vivant"",""city"":""Grand Rapids"",""state"":""MI"",""code"":""49506"",""country"":""United States"",""phone"":""616 719 1604"",""website"":""http://breweryvivant.com"",""type"":""brewery"",""updated"":""2011-06-22 12:19:30"",""description"":""Brewery Vivant is the realization of years of dreaming and much discussion of what a great brewery can be. What makes our brewery different from the rest is the way we approach our craft and operate our business. The core of Brewery Vivant can be found at the crossroads of three passions:\n\n   1. Our love of the tradition and artistic approach of the Belgian & French styles of beers\n   2. Devotion to using local sources for ingredients and running our business according to the three pillars of sustainability; Environmental Integrity, Social Equity, and Economic Viability\n   3. Sharing the experience of how beer and food can be paired to uplift the enjoyment of both\n"",""address"":[""925 Cherry Street SE""]}",1,31,1
+foster_s_australia_ltd,0,0,244622884865,"{""name"":""Foster's Australia Ltd."",""city"":"""",""state"":"""",""code"":"""",""country"":""Australia"",""phone"":"""",""website"":""http://www.fostersbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Foster's Lager is the largest selling Australian beer brand in the world with more than 100 million cases of Foster's consumed worldwide every year. Brewed in nine countries and over 20 plants, Foster's Lager is widely sold and distributed throughout Australia, Asia, the Pacific, Europe, the Americas and the Middle East. It is the world's third most widely distributed brand, available in more than 150 countries. Foster's Lager is the international flagship brand for the Foster's group. -http://www.fosters.com.au/enjoy/beer/fosters_the_brand.htm"",""address"":[]}",1,38,1
+yellowstone_valley_brewing-grizzly_wulff_wheat,0,0,245746958336,"{""name"":""Grizzly Wulff Wheat"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yellowstone_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,21,1
+illinois_brewing-porter_from_hell,0,0,244737572866,"{""name"":""Porter From Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""illinois_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,9,1
+eel_river_brewing-certified_organic_extra_pale_ale,0,0,244620263425,"{""name"":""Certified Organic Extra Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+rivertowne_pour_house-leroy_s_brown_ale,0,0,244998733825,"{""name"":""LeRoy's Brown Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rivertowne_pour_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in honor of Andrew’s Grandfather LeRoy, this big bad nut brown ale has a fantastic malt character made up of caramel and chocolate flavors. One taste and you will see why this is the baddest beer in the whole damn town!!!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+barley_creek_brewing-mountaineer_maibock,0,0,244363952130,"{""name"":""Mountaineer Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A German style lager. Light in color, with medium to full body and mild hop bitterness."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,19,1
+sierra_nevada_brewing_co-bigfoot_2001,0,0,244998537218,"{""name"":""Bigfoot 2001"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+anheuser_busch-spring_heat_spiced_wheat,0,0,244363427843,"{""name"":""Spring Heat Spiced Wheat"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+heineken_international-dark_lager,0,0,244745568256,"{""name"":""Dark Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_international"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+mussel_inn-strong_ox,0,0,244859273217,"{""name"":""Strong Ox"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mussel_inn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+portsmouth_brewery-bottle_rocket_ipa,0,0,244981563392,"{""name"":""Bottle Rocket IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portsmouth_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An explosion of hops dominate this deep golden ale. Brewed with four varieties of hops & dry hopped with three other hops, the flavor is powerful. Not a harsh bitterness, but a full hop flavor."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+elliott_bay_brewery_and_pub-alembic_pale,0,0,244629831680,"{""name"":""Alembic Pale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+fitzpatrick_s_brewing-prairie_thunder_pale_ale,0,0,244628783105,"{""name"":""Prairie Thunder Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitzpatrick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+faultline_brewing_2-hefe_weizen,0,0,244610695169,"{""name"":""Hefe Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,10,1
+blue_point_brewing-fresh_hops_pale_ale,0,0,244376928258,"{""name"":""Fresh Hops Pale Ale"",""abv"":5.0,""ibu"":36.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-12-20 15:32:12"",""description"":""Blue Point Brewing's Pale Ale has a light golden color but explodes with a rich full-flavor. This refreshing ale is top-fermented and hopped at four different stages of the brewing process. English pale malt lends complexity to this brew. Small amounts of Wheat and Carapils round out the malt bill. Brewed to satisfy the hop lover, this pale ale has an immediate floral-citrus flavor that pervades the overall character of this hoppy, quenching microbrew."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+captain_lawrence_brewing_company-captin_lawrence_smoked_porter,0,0,244478705664,"{""name"":""Captin Lawrence Smoked Porter"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A complex beer, with layers of flavors unfolding as this beer slides down your throat. Before the introduction of indirect-fired malt kilns, all beers had a smoky flavor. Today only a handful of brewers produce beer reminiscent of those of the past. We use imported German smoked malt to add depth and complexity to our Smoked Porter."",""style"":""Porter"",""category"":""Irish Ale""}",1,12,1
+anheuser_busch-budweiser_select,0,0,244379680769,"{""name"":""Budweiser Select"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Bud Select is a new beer offering a bold taste with a full and distinct flavor that finishes clean. Budweiser Select was developed using two-row and roasted specialty malts for a rich color. It offers excellent drinkability and a taste that does not linger."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,57,1
+pugsley_brewing_llc,0,0,244980842496,"{""name"":""Pugsley Brewing LLC"",""city"":""Portland"",""state"":""Maine"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.6615,""lon"":-70.2553}}",1,1,1
+cambridge_brewing,0,0,244498825219,"{""name"":""Cambridge Brewing"",""city"":""Cambridge"",""state"":""Massachusetts"",""code"":""2139"",""country"":""United States"",""phone"":""1-617-494-1994"",""website"":""http://www.cambrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Kendall Square #100""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3664,""lon"":-71.0911}}",1,58,1
+fratellos_restaurant_and_brewery-trolleycar_stout,0,0,244611153920,"{""name"":""Trolleycar Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,11,1
+smuttynose_brewing_co-robust_porter,0,0,245117681665,"{""name"":""Robust Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This hearty, mahogany colored ale is brewed to evoke the dark, full-bodied ales that were a favorite of dockworkers and warehousemen (hence the name “Porter”) in 19th century London. It is a good bet that when Dickens’ Mr. Pickwick sat down for a pint, we would have been drinking an ale much like our Robust Porter.This is a smooth and very drinkable beer, characterized by its well-balanced malt and hops, plus subtle notes of coffee and chocolate."",""style"":""Porter"",""category"":""Irish Ale""}",1,46,1
+saint_louis_brewery_schlafy_tap_room-dry_hopped_apa,0,0,244997357568,"{""name"":""Dry-Hopped APA"",""abv"":5.9,""ibu"":50.0,""srm"":10.6,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2011-02-07 14:26:33"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+blackstone_restaurant_brewery-nut_brown_ale,0,0,244371226625,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blackstone_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,34,1
+bison_brewing-organic_gingerbread_ale,0,0,244371750913,"{""name"":""Organic Gingerbread Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+brimstone_brewing-big_ale,0,0,244489388034,"{""name"":""Big Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brimstone_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,37,1
+iron_hill_brewery_wilmingon-irish_red_ale,0,0,244737179649,"{""name"":""Irish Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+hereford_hops_restaurant_and_brewpub_1-wolverine_wheat_beer,0,0,244736589824,"{""name"":""Wolverine Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+diamond_knot_brewery_alehouse-ipa,0,0,244612530177,"{""name"":""IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""OUR FLAGSHIP BEER, the one for which we're known throughout the Puget Sound. Columbus hops impart intense bitterness with flavors of grapefruit and a hint of cedar."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+deschutes_brewery-black_butte_porter,0,0,244631470080,"{""name"":""Black Butte Porter"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Towering high above Central Oregon, jetting into clear blue skies, Black Butte can be seen for miles.  From its base flows the legendary Metolius River--with its source hidden deep beneath ancient lava flows. \r\n\r\nBlack Butte Porter, crafted from chocolate and crystal malts, is Deschutes Brewery’s flagship brand.  With a rich and distinctive flavor, this porter has enjoyed a loyal and passionate following since its first pint in 1988."",""style"":""Porter"",""category"":""Irish Ale""}",1,59,1
+moab_brewery-dead_horse_ale,0,0,244858093568,"{""name"":""Dead Horse Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moab_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+northwoods_brewpub_grill-birch_wood_ale,0,0,244876640258,"{""name"":""Birch Wood Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+new_belgium_brewing-la_folie,0,0,244857372672,"{""name"":""La Folie"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""La Folie Wood-Aged Biere, is our original wood-conditioned beer, resting in French Oak barrels between one and three years before being bottled. . Peter Bouckaert, came to us from Rodenbach – home of the fabled sour red. Our La Folie emulates the spontaneous fermentation beers of Peter’s beloved Flanders with sour apple notes, a dry effervescence, and earthy undertones. New in 2010, we'll do a single bottling of La Folie for the year. Collect the 22oz unique to 2010 designed bottle and start a yearly wood-aged collection of goodness.""}",1,0,1
+great_divide_brewing-oak_aged_yeti_imperial_stout,0,0,244756709376,"{""name"":""Oak Aged Yeti Imperial Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Crack open Yeti Imperial Stout’s sophisticated sibling – Oak Aged Yeti Imperial Stout. Although these beers come from the same clan, they have entirely different personalities. Aging on a blend of French and toasted oak chips infuses a subtle oak and vanilla character into Yeti’s already intense chocolate, roasted coffee malt flavor and hugely assertive hop profile. Who says you can’t tame a Yeti?"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,56,1
+bierbrouwerij_de_koningshoeven-dubbel,0,0,244377452544,"{""name"":""Dubbel"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bierbrouwerij_de_koningshoeven"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+chelsea_brewing_company-sunset_red_ale,0,0,244480999424,"{""name"":""Sunset Red Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chelsea_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+elysian_brewery_public_house-perseus_porter,0,0,244623278083,"{""name"":""Perseus Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewery_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+keg_microbrewery_restaurant,0,0,244735672321,"{""name"":""Keg Microbrewery & Restaurant"",""city"":""Stevens Point"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.5236,""lon"":-89.5746}}",1,4,1
+montana_brewing-sandbagger_gold,0,0,244859797504,"{""name"":""Sandbagger Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+coeur_d_alene_brewing_company,0,0,244497514498,"{""name"":""Coeur d'Alene Brewing Company"",""city"":""Coeur d'Alene"",""state"":""Idaho"",""code"":""83814"",""country"":""United States"",""phone"":""(208) 664-2739"",""website"":""http://www.cdabrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""209 Lakeside Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6745,""lon"":-116.784}}",1,54,1
+sabmiller_india-foster_s_lager_beer,0,0,244998078466,"{""name"":""Foster's Lager Beer"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Foster's® Lager is a uniquely Australian beer, brewed with the finest sun-dried malted barley, the purest water, and Foster's® own specially bred 'Pride of Ringwood' hops imported directly from Australia to give the beer an authentic flavor. Foster's® Lager Beer has always been at the forefront of brewing technology and the Foster's® Lager brewed today is the result of over a century of attention of the brewing art. Quality has been the strength of Foster's® since its earliest days and remains a paramount concern at every stage of the beer's journey from brewery to consumer. Foster's® crisp, clean flavour won it immediate international acclaim when it was first brewed in Melbourne in 1888. Today, more than one hundred years later, it is still recognized as one of the world's best beers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,42,1
+cherryland_brewing-raspberry_beer,0,0,244480475138,"{""name"":""Raspberry Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cherryland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,16,1
+hambleton_ales-toleration,0,0,244740063232,"{""name"":""Toleration"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hambleton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+frederic_robinson_ltd-old_tom_barley_wine,0,0,244612268032,"{""name"":""Old Tom Barley Wine"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frederic_robinson_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+minhas_craft_brewery-dempsey_stout,0,0,244873494531,"{""name"":""Dempsey Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minhas_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+spanish_peaks_brewing,0,0,245118074880,"{""name"":""Spanish Peaks Brewing"",""city"":""Polson"",""state"":""Montana"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.blackdogales.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Polson MT 59860""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.6959,""lon"":-114.176}}",1,47,1
+brouwerij_bavik_de_brabandere-petrus_blond_ale,0,0,244486963200,"{""name"":""Petrus Blond Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+founders_brewing-founders_devil_dancer,0,0,244622884866,"{""name"":""Founders Devil Dancer"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Founders most complex, most innovative, most feared and yet most revered ale produced. Massive in complexity the huge malt character balances the insane amount of alpha's used to create this monster. More IBU's than any brewery has documented, more than you would believe and dry-hopped for twenty-six days straight with a combination of 10 hop varieties. Dangerously drinkable and deliciously evil. We dare you to dance with the Devil."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,38,1
+independence_brew_pub,0,0,244737572867,"{""name"":""Independence Brew Pub"",""city"":""Philadelphia"",""state"":""Pennsylvania"",""code"":""19107"",""country"":""United States"",""phone"":""1-215-922-4292"",""website"":""http://www.independencebrewpub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1150 Filbert Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9526,""lon"":-75.1594}}",1,9,1
+elliott_bay_brewery_and_pub-dry_hopped_ipa,0,0,244620263426,"{""name"":""Dry Hopped IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,33,1
+rock_bottom_restaurant_brewery_chicago-goat_toppler_mai_bock,0,0,244998733826,"{""name"":""Goat Toppler Mai Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_chicago"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,44,1
+barrel_house_brewing_co,0,0,244364017664,"{""name"":""Barrel House Brewing Co."",""city"":""Cincinnati"",""state"":""Ohio"",""code"":""45214"",""country"":""United States"",""phone"":""513-421-2337"",""website"":""http://www.barrelhouse.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established as a brewpub in 1995 in the historic Over-The-Rhine neighborhood of Cincinnati, The BarrelHouse Brewing Company has since transitioned into a regionally distributed microbrewery offering an impressive selection of both innovative styles of ales and traditional lagers. Brewed and bottled in small batches with only honest ingredients, BarrelHouse beers are extremely fresh and exceptionally flavorful. Thank you for embracing our fiercely independent vision of a hand-crafted future for all! Operating as a brewpub from August 1995 until February 2005, The BarrelHouse Brewing Company recently relocated to our current location in the West End of downtown Cincinnati. We officially reopened with a completed expansion plan in April 2005. Our expansion included almost doubling our fermentation capacity as well as the addition of a brand new bottling line. Our first order of bottled beer hit Ohio area stores in June 2006 and we have subsequently begun to enter markets that were previously unavailable. The BarrelHouse Brewing Company brews on a 15 BBL brewhouse manufactured by Century. One BBL equals 31 gallons therefore; our beers are hand-crafted in 465 gallon batches. Our ales are ready after approximately fourteen days while our lagers are conditioned for upwards of six weeks. By brewing in small batches, our brewers are able to achieve an optimal level of quality control while creating a consistently flavorful product. While our brewing process is quite labor intensive, we believe that hand-crafting our beers sets us apart from the majority of breweries in the U.S. today. Our dedication is unparalleled and quite evident in the final packaged product."",""address"":[""544B W. Liberty St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.1136,""lon"":-84.526}}",1,19,1
+ska_brewing_company,0,0,244998602752,"{""name"":""Ska Brewing Company"",""city"":""Durango"",""state"":""Colorado"",""code"":""81301"",""country"":""United States"",""phone"":""970.247.5792"",""website"":""http://www.skabrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""545 Turner Drive""]}",1,43,1
+anheuser_busch-wild_blue_blueberry_lager,0,0,244363493376,"{""name"":""Wild Blue Blueberry Lager"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""anheuser_busch"",""updated"":""2010-07-22 20:00:20"",""description"":""Wild Blue is brewed with a blend of German hops from the Hallertau region in Bavaria and classic Aroma hops from the Willamette Valley in the Pacific Northwest. A combination of two- and six-row barley malt was also chosen specifically for this recipe. Beer lovers will also appreciate this specialty fruit-infused lager's striking burgundy color, ripe blueberry aroma and its ability to stand up to the strongest of foods."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,18,1
+high_falls_brewing-dundee_pale_bock_lager,0,0,244745568257,"{""name"":""Dundee Pale Bock Lager"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Certain things seem interminable. The line at the DMV. The commencement address. Winter. \r\n\r\nBut take heart. Even the longest, darkest winter gives way to spring and a new sense of optimism that the best is just ahead. That thought—and an itchy wool robe—sustained the monks through times of fasting. Their reward? A bock beer with the power to rejuvenate the body and the soul. That, and the opportunity to exchange the wool robe for a nice burlap one. \r\n\r\nSo when you’re stuck in the middle of that seemingly endless glass of mediocre beer, be optimistic. A Dundee Pale Bock awaits.\r\n\r\nA traditional German Maibock with a deep, golden color, malty-sweet aroma, and clean finish from Magnum and Czech Saaz hops."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,28,1
+new_century_brewing_company-edison_light_beer,0,0,244859338752,"{""name"":""Edison Light Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_century_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+privat_brauerei_schmucker_ober_mossau_kg-schwarz_bier,0,0,244981563393,"{""name"":""Schwarz Bier"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privat_brauerei_schmucker_ober_mossau_kg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,3,1
+elliott_bay_brewery_and_pub-luna_weizen,0,0,244629831681,"{""name"":""Luna Weizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+full_sail_brewing_1-amber_ale,0,0,244628848640,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,52,1
+fish_brewing_company_fish_tail_brewpub-thornton_creel_ale,0,0,244610695170,"{""name"":""Thornton Creel Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+blue_point_brewing-hoptical_illusion,0,0,244376993792,"{""name"":""Hoptical Illusion"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blue_point_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+carlow_brewing_company,0,0,244478705665,"{""name"":""Carlow Brewing Company"",""city"":""Carlow"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":""353 (0)59  9134356"",""website"":""http://www.carlowbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Carlow Brewing Company is a small Irish Brewery established in 1998.  Carlow, a small town located in the Barrow Valley Region, the traditional malt and hop producing region in Ireland, once boasted a number of breweries, but the practice had been discontinued for over 100 years until revived in 1998 by Carlow Brewing Company.  "",""address"":[""The Goods Store, Station Road""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.7196,""lon"":-6.846}}",1,12,1
+appleton_brewing-adler_brau_1848_lager,0,0,244379680770,"{""name"":""Adler Bräu 1848 Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+pumphouse_pizza_and_brewing-t_p_h_porter,0,0,244980842497,"{""name"":""T.P.H. Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pumphouse_pizza_and_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+capital_brewery-autumnal_fire,0,0,244498890752,"{""name"":""Autumnal Fire"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+front_street_brewery-raging_river_ale,0,0,244611153921,"{""name"":""Raging River Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""front_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+southern_tier_brewing_co-raspberry_porter,0,0,245117747200,"{""name"":""Raspberry Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,46,1
+samuel_smith_old_brewery_tadcaster-nut_brown_ale,0,0,244997357569,"{""name"":""Nut Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":""Often called “mild” if it is on draft, brown ale is a walnut-colored specialty of the North of England. A festive-occasion beer, brown ale is one of the oldest English brewing styles, mentioned in literature in the 16th century. Beers brewed at the old brewery have a round, nutty flavor because of the Yorkshire square system of fermentation."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,40,1
+boston_beer_company-samuel_adams_golden_pilsner,0,0,244371292160,"{""name"":""Samuel Adams Golden Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+blicks_brewing-blind_side_pale_ale,0,0,244371816448,"{""name"":""Blind Side Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""blicks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+brouwerij_abdij_saint_sixtus,0,0,244489453568,"{""name"":""Brouwerij Abdij Saint Sixtus"",""city"":""Westvleteren"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-057-40-10-57"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Donkerstraat 12""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8961,""lon"":2.7222}}",1,37,1
+james_page_brewing-voyageur_extra_pale_ale,0,0,244737179650,"{""name"":""Voyageur Extra Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""james_page_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,8,1
+hereford_hops_steakhouse_and_brewpub_3-india_pale_ale,0,0,244736589825,"{""name"":""India Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+dixon_s_downtown_grill,0,0,244612530178,"{""name"":""Dixon's Downtown Grill"",""city"":""Denver"",""state"":""Colorado"",""code"":""80202"",""country"":""United States"",""phone"":""1-303-573-6100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.7541,""lon"":-105.0}}",1,14,1
+deschutes_brewery-mirrorpond_pale_ale,0,0,244631470081,"{""name"":""Mirrorpond Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Mirror Pond is just a short walk from the Deschutes Brewery & Public House in downtown Bend and reflects the Three Sisters Mountains. This scenic spot alongside the Deschutes River is the locals’ choice for summer festivals and concerts."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+moosejaw_pizza_dells_brewing_company-pilsner,0,0,244858093569,"{""name"":""Pilsner"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+o_grady_s_brewery_and_pub_1-prohibition_smokehouse_porter,0,0,244876705792,"{""name"":""Prohibition Smokehouse Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+new_jersey_beer_company-hudson_pale_ale,0,0,244857372673,"{""name"":""Hudson Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_jersey_beer_company"",""updated"":""2010-11-17 14:13:17"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,0,1
+great_lakes_brewing-holy_moses,0,0,244756774912,"{""name"":""Holy Moses"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian Wit Ale spiced with orange peel, chamomile and coriander."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,56,1
+big_rock_brewery-cold_cock_porter_discontinued,0,0,244377452545,"{""name"":""Cold Cock Porter (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+cooper_s_cave_ale_company-sagamore_stout,0,0,244480999425,"{""name"":""Sagamore Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Sagamore Stout is a light, dry Irish Draught Stout. It is not only named for the street on which our brewery is located but also for the \""Sagamore\"" of the Mohicans, the Chief Chingachgook. Best quaffed using a wide mouthed, full blown English Pint."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,17,1
+f_x_matt_brewing-saranac_rachbier,0,0,244623343616,"{""name"":""Saranac Rachbier"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This malty German style lager is brewed with Bamberg smoked malt using only the best German hops and traditional lager yeast. Look for a smooth malty flavor with a hint of smoke in the finish.""}",1,39,1
+kostritzer_schwarzbierbrauerei-maibock,0,0,244735672322,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kostritzer_schwarzbierbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,4,1
+new_glarus_brewing_company-apple_ale,0,0,244859797505,"{""name"":""Apple Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,6,1
+commonwealth_brewing_1-classic_stout,0,0,244497580032,"{""name"":""Classic Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""commonwealth_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+samuel_smith_old_brewery_tadcaster-imperial_stout,0,0,244998144000,"{""name"":""Imperial Stout"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+cleveland_chophouse_and_brewery-kolsch,0,0,244480540672,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cleveland_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+hampshire_brewery-pride_of_romsey_ipa,0,0,244740063233,"{""name"":""Pride of Romsey IPA"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hampshire_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+furstlich_furstenbergische_brauerei-export,0,0,244612268033,"{""name"":""Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""furstlich_furstenbergische_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+mishawaka_brewing-indiana_pale_ale,0,0,244873494532,"{""name"":""INDIAna Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+st_stan_s_brewing_co-vhb,0,0,245118074881,"{""name"":""VHB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_stan_s_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,47,1
+brouwerij_de_ranke-kriek,0,0,244487028736,"{""name"":""Kriek"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_ranke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+four_peaks_brewing-hop_knot_ipa,0,0,244622950400,"{""name"":""Hop Knot IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Hop Knot IPA is made only from American malt and lots of American hops, which produce a big, broad-shouldered, hoppy beer backed up by a character as warm as, well, Mom and apple pie… \r\n\r\nHop Knot IPA get its peculiar name from the weaving of four different hops added at four separate times during the brewing process. Including our cavernous hop-back, which gets so stuffed with whole leaf hops that we feel genuine guilt for its excess. Hop Knot is an ale that is to be enjoyed with friends, spicy food or any time you need a good hop fix without the harsh bitterness. We hope you enjoy this pioneering beer made in the bold spirit of Americans everywhere. \r\n\r\nAlcohol content approximately 6.0% by volume (ALWAYS ON TAP!!)"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+industrias_la_constancia_ilc-pilsner_of_el_salvador,0,0,244737638400,"{""name"":""Pilsner of El Salvador"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""industrias_la_constancia_ilc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+empyrean_brewing_company-festive_ale_2000,0,0,244620394496,"{""name"":""Festive Ale 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+sabmiller_india-peroni_nastro_azzurro,0,0,244998799360,"{""name"":""Peroni Nastro Azzurro"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Peroni its unique taste which is refreshing and dry, with a clear-cut, clean character and clarity, achieved through the exclusive brewing process. This ensures that the beer has both a fresh and natural quality. \r\n\r\nPositioned as ‘Italian style in a bottle’, from presentation to pouring the brand, Peroni has struck a chord with modern urbanites looking for cosmopolitan class. \r\n\r\nhttp://www.sabmiller.in/brands_peroni.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+bear_republic_brewery-late_harvest_fest_lager,0,0,244364017665,"{""name"":""Late Harvest Fest Lager"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bear_republic_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This malty, copper-colored lager is styled after Munich's traditional \""Oktoberfest\"" beers. A full-bodied, rich malt character is balanced by a slight bitter finish. Perfect for cooler fall days, it is lagered for five weeks. Prost!!"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,19,1
+snipes_mountain_microbrewery_restaurant-roza_reserve,0,0,245116370944,"{""name"":""Roza Reserve"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""snipes_mountain_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+appleton_brewing-adler_brau_eagle_lager,0,0,244363493377,"{""name"":""Adler Bräu Eagle Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""appleton_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+hofmark_brauerei-original_pils,0,0,244745633792,"{""name"":""Original Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hofmark_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+niagara_falls_brewing,0,0,244859338753,"{""name"":""Niagara Falls Brewing"",""city"":""Niagara Falls"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-905-356-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6863 Lundy's Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.0893,""lon"":-79.11}}",1,5,1
+pugsley_brewing_llc-kennebunkport_ipa,0,0,244981563394,"{""name"":""Kennebunkport IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pugsley_brewing_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Below-average but drinkable IPA, cheaply priced (~$1/bottle), and available at Trader Joe's."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+emmett_s_tavern_and_brewery-belgian_wit,0,0,244629831682,"{""name"":""Belgian Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emmett_s_tavern_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+gaslight_brewery-80_shilling,0,0,244628848641,"{""name"":""80 Shilling"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+flyers_restraunt_and_brewery-barnstormer_brown_ale,0,0,244610760704,"{""name"":""Barnstormer Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""As the name implies, a rich deep brown ale in color with dark amber highlights.  The flavor is slightly sweet with hints of nuts and toffee finishing smooth with no after taste."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,10,1
+boulevard_brewing_company-bob_s_47_oktoberfest,0,0,244376993793,"{""name"":""Bob's '47 Oktoberfest"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Boulevard’s fall seasonal beer, Bob’s ’47 Oktoberfest is a medium-bodied, dark amber brew with a malty flavor and well-balanced hop character. With this Munich-style lager we solute our friend Bob Werkowitch, Master Brewer and 1947 graduate of the U.S. Brewer‘s Academy. Available from September through October in bottles and on draught."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,49,1
+catawba_valley_brewing_company,0,0,244478705666,"{""name"":""Catawba Valley Brewing Company"",""city"":""Glen Alpine"",""state"":""NC"",""code"":""28628"",""country"":""United States"",""phone"":""828-430-6883"",""website"":""http://www.catawbavalleybrewingcompany.com/"",""type"":""brewery"",""updated"":""2011-02-16 12:36:49"",""description"":""The Catawba Valley Brewing Company grew out of a simple gift, and the love of good beer.  A beginner's home brewing kit given years ago began a passion for brewing that could only culminate with production on a larger scale.  It seemed natural to take production from a few gallons to a few barrels and beyond. During the summer of 1999 the business that is now Catawba Valley Brewing Company was born.\n\nIn April of 2007 the brewery relocated from Glen Alpine, NC to downtown Morganton, NC.  In the process we didn't lose a customer or miss a delivery.  In fact we achieved record spring sales.  In addition to relocating we've also opened our taproom to the public.  We encourage those interested in finely crafted beers to stop by and try our selection of beers.  Getting a fresher beer is a near impossibility."",""address"":[""P.O. Box 1154""]}",1,12,1
+bell_s_brewery_inc-hopslam_ale,0,0,244379680771,"{""name"":""Hopslam Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""A biting, bitter, tongue bruiser of an ale. With a name like Hopslam, what did you expect?"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+pyramid_ales_brewery-scotch_brand_ale,0,0,244980842498,"{""name"":""Scotch brand Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,1,1
+cervejaria_sudbrack-eisenbahn_defumada,0,0,244498890753,"{""name"":""Eisenbahn Defumada"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervejaria_sudbrack"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+gordon_biersch_brewing-pilsner,0,0,244611219456,"{""name"":""Pilsner"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+southern_tier_brewing_co-southern_tier_tripel,0,0,245117747201,"{""name"":""Southern Tier Tripel"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Don't let Tripel's light color and delicate aroma fool you, this is one serious beer brewed with maximum effort.  First, we introduce the freshest barley to crystal filtered water.  Second, we add the best hops shipped directly from Europe.  Third, our special yeast is the catalyst for fermentations, gobbling sugar and creating alcohol as it works.  \r\n\r\nSome say that the Belgian monks who first brewed this style called it triple to denote it's high alcohol content.  Still others believe triple's origins lay in its triple fermentations; twice in the brewery and once in the bottle.  Whatever the answer, ours is the Tripel threat."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,46,1
+scotch_irish_brewing-black_irish_plain_porter,0,0,244997423104,"{""name"":""Black Irish Plain Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scotch_irish_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+boston_beer_company-samuel_adams_hefeweizen,0,0,244371292161,"{""name"":""Samuel Adams Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Unfiltered wheat ale, fruity, bright, with a crisp flavor of wheat.  Samuel Adams® Hefeweizen beer is a traditional spin on a classic American craft brewing style. The brewers of Samuel Adams® used both malted and unmalted wheat, and two row Pale barley for a clean malty, cereal note. This bright, fruity wheat ale is unfiltered, retaining a natural haze from malt proteins, crisp, bright flavors of wheat, and fresh, fruity ester complexity from our proprietary ale yeast. Accentuated with Noble Spalt-Spalter hops, Samuel Adams® Hefeweizen has an elegant and pleasant bitterness, finishing smooth and clean."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,34,1
+boston_beer_works-buckeye_oatmeal_stout,0,0,244371816449,"{""name"":""Buckeye Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boston_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+brouwerij_van_eecke-het_kapittel_pater,0,0,244489453569,"{""name"":""Het Kapittel Pater"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_eecke"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+jt_whitney_s_brewpub_and_eatery-black_diamond_porter,0,0,244737245184,"{""name"":""Black Diamond Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+hirschbru_privatbrauerei_hss-bavarian_weissbier_hefeweisse_weisser_hirsch,0,0,244736589826,"{""name"":""Bavarian-Weissbier Hefeweisse / Weisser Hirsch"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hirschbru_privatbrauerei_hss"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+dragonmead_microbrewery-dead_monk_abbey_ale,0,0,244612595712,"{""name"":""Dead Monk Abbey Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian beer is brewed in the style of the Trappist Monks. Belgian Candi Sugar, Pilsen, Aromatic and Caramunich malts are balance by E. Kent Goldings, Mt. Hood and Saaz hops to construct a \""Big Beer\"". Traditional White Beer Yeast is used to make this beer have a large mouth-feel and lingering spice notes in the finish."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,14,1
+deschutes_brewery-obsidian_stout,0,0,244631470082,"{""name"":""Obsidian Stout"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Obsidian Stout gets is inspiration from one of the world's largest obsidian flows at Newberry Volcano--just a few miles south of the brewery.  \""The Big Obsidian Flow,\"" as they call it, covers more than 700 acres with shiny black obsidian."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+new_belgium_brewing-sunshine_wheat,0,0,244858093570,"{""name"":""Sunshine Wheat"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""SUNSHINE WHEAT is a great beer for trouncing thirst.  Yet, it has a depth of character that inspires a quiet moment’s reflection. Sunshine Wheat swirls in the mouth with ripples of coriander and orange peel tartness, settling nicely into a tranquil sea of apple and honey tones.  A filtered wheat beer, Sunshine offers a crisp, refreshing alternative to heavier-bodied heffe-weizens."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,2,1
+oak_creek_brewery-horseshoe_hefeweizen,0,0,244876705793,"{""name"":""Horseshoe Hefeweizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,48,1
+olde_main_brewing-marzen_lager,0,0,244857372674,"{""name"":""Marzen Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,0,1
+hambleton_ales,0,0,244756774913,"{""name"":""Hambleton Ales"",""city"":""Melmerby"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01765)-640108"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Melmerby Green Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":54.1744,""lon"":-1.4844}}",1,56,1
+blitz_weinhard_brewing,0,0,244377452546,"{""name"":""Blitz-Weinhard Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Portland OR 97209""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.5325,""lon"":-122.686}}",1,50,1
+dark_horse_brewing_co-tres_blueberry_stout,0,0,244613382144,"{""name"":""Tres Blueberry Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dark_horse_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A full bodied stout made with all malted barley and blueberry. Flavors of chocolate, roast malt and light blueberry make up the palate with lots of fruity blueberry aroma."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,17,1
+faultline_brewing_2-pale_ale,0,0,244623343617,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,39,1
+loaf_and_stein_brewing-railroad_street_porter,0,0,244858683392,"{""name"":""Railroad Street Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""loaf_and_stein_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,4,1
+new_holland_brewing_company-pilgrim_s_dole,0,0,244859797506,"{""name"":""Pilgrim's Dole"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Pilgrim’s Dole is a barleywine-style ale made with fifty percent wheat malt, or what we at New Holland call a wheatwine. Pilgrim’s Dole blends warming and slightly sweet flavors with a unique caramelized character. It would be an excellent accent to nutty dishes, fruit crisps or creme brulee."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,6,1
+del_mar_stuft_pizza_and_brewing-stuft_pizza_torrey_pines_ipa,0,0,244629307392,"{""name"":""Stuft Pizza Torrey Pines IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""del_mar_stuft_pizza_and_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,54,1
+schlobrauerei_reckendorf-kellerbier,0,0,244998144001,"{""name"":""Kellerbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlobrauerei_reckendorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+copper_eagle_brewing,0,0,244480606208,"{""name"":""Copper Eagle Brewing"",""city"":""Grand Island"",""state"":""Nebraska"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.9454,""lon"":-122.304}}",1,16,1
+hereford_hops_steakhouse_and_brewpub_3-piva_bohemia,0,0,244740128768,"{""name"":""Piva Bohemia"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+gasthaus_brauerei_max_moritz-kellerpils,0,0,244612268034,"{""name"":""Kellerpils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthaus_brauerei_max_moritz"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+mission_springs_brewing,0,0,244873494533,"{""name"":""Mission Springs Brewing"",""city"":""Mission"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-820-1009"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7160 Oliver Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.1323,""lon"":-122.343}}",1,41,1
+stone_brewing_co-stone_09_09_09_vertical_epic_ale,0,0,245118074882,"{""name"":""Stone 09.09.09 Vertical Epic Ale"",""abv"":8.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,47,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis-achel_blond_8,0,0,244487028737,"{""name"":""Achel Blond 8°"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_der_sint_benedictusabdij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,31,1
+fratellos_restaurant_and_brewery-titan_porter,0,0,244622950401,"{""name"":""Titan Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,38,1
+iron_springs_pub_brewery-epiphany_ale,0,0,244737638401,"{""name"":""Epiphany Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+f_x_matt_brewing-saranac_belgian_white,0,0,244620394497,"{""name"":""Saranac Belgian White"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Belgian Style White beer is smooth, tangy and very thirst quenching. Brewed with a delicate combination of oats, wheat and barley malt, we season it ever so lightly with hops. Then we add sprinklings of coriander and orange peel for a refreshing brew with a citrus aroma. Don't be fooled by the cloudy appearance, that's expected of a classic Belgian-style \""Whitbier\"" or white beer."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,33,1
+saku_lletehas,0,0,244998799361,"{""name"":""Saku lletehas"",""city"":""Saku"",""state"":"""",""code"":"""",""country"":""Estonia"",""phone"":""372-6-508-400"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Tallinna mnt.2""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":59.3014,""lon"":24.6679}}",1,44,1
+bell_s_brewery_inc-java_stout,0,0,244364017666,"{""name"":""Java Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bell_s_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":""The satisfying elements of both stout and coffee come together in this full-bodied treat. A marriage of Sumatra's best with rich chocolate and roasted malt provides for a truly enlightening beer."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,19,1
+south_shore_brewery-witbier,0,0,245116436480,"{""name"":""Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+atwater_block_brewing-rost,0,0,244363558912,"{""name"":""Rost"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""atwater_block_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Rost (pronounced Roast) is a German word for Amber. Our Amber gets its coppery color from Pilsner. Munich and Caramel malts. Its rich malty sweetness is perfectly balanced by a slight hop finish and creamy head."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,18,1
+hops_grillhouse_brewery_cherry_creek-clearwater_light,0,0,244745633793,"{""name"":""Clearwater Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_grillhouse_brewery_cherry_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+oaken_barrel_brewing-gnaw_bone_pale_ale,0,0,244859404288,"{""name"":""Gnaw Bone Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oaken_barrel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,5,1
+pyramid_ales_brewery,0,0,244981628928,"{""name"":""Pyramid Ales Brewery"",""city"":""Seattle"",""state"":""Washington"",""code"":""98134"",""country"":""United States"",""phone"":""(206) 682-8322"",""website"":""http://www.pyramidbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""91 S Royal Brougham Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.5924,""lon"":-122.334}}",1,3,1
+estes_park_brewery,0,0,244629897216,"{""name"":""Estes Park Brewery"",""city"":""Estes Park"",""state"":""Colorado"",""code"":""80517"",""country"":""United States"",""phone"":""970-586.5421"",""website"":""http://www.epbrewery.net/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The original Brewing equipment which consisted of a 4 1/4  Barrel Brewhouse was moved to Estes. For the first summer the Event Center kept the main floor as a stage and dance floor. For the first summer we offered four beers:  Estes Park Porter, Estes Park Renegade, Longs Peak Raspberry Wheat and Estes Park Pale Ale.  In the fall of 1994, Gordon Knight decided to sell his half of the business. When Gordon left, Eric Bratrud took over as the head Brewer. The Brewery also expanded to a 14 BBL Brewhouse and moved out onto the main floor where is now located. In 1995 we started packaging our beers in 12 oz bottles, which expanded our market. By this time we had added a number of beers including Trail Ridge Red, Estes Park Gold, Stinger Wild Honey Wheat and Samson Stout. 1995 was also the first year of the Best of the West Brewfest held in the Brewery parking lot. Since '95 we've continued to evolve both in our restaurant and with our brewing operations. In 2003 Tyler Lemirande and Eric Bratrud took over as owners."",""address"":[""470 Prospect Village Dr.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.3707,""lon"":-105.526}}",1,55,1
+gold_crown_brewing-kings_pilsener,0,0,244628848642,"{""name"":""Kings Pilsener"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gold_crown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+fox_river_brewing_1-ipa,0,0,244610760705,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,10,1
+brasserie_de_brunehaut-abbaye_de_saint_martin_cuvee_de_noel,0,0,244376993794,"{""name"":""Abbaye de Saint-Martin Cuvée de Noel"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""A limited production, spiced Christmas ale available during the cold-weather months. (across the northern hemisphere)\r\nAbbye St. Martin Ales are pure Belgium.""}",1,49,1
+charles_wells_ltd-bombardier_premium_ale,0,0,244478771200,"{""name"":""Bombardier Premium Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""charles_wells_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+bellows_brew_crew-ipa,0,0,244379680772,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bellows_brew_crew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+river_west_brewing-whistle_stop_weiss_beer,0,0,244980842499,"{""name"":""Whistle Stop Weiss Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,1,1
+clipper_city_brewing_co-heavy_seas_the_great_pumpkin_imperial_pumpkin_ale,0,0,244498890754,"{""name"":""Heavy Seas The Great Pumpkin Imperial Pumpkin Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The secret is in the 2.5 pounds of spice per barrel for this fall brew. We add the pumpkin during the mash at precisely the right time to create just the perfect balance of malt, hops, pumpkin and spice.\r\n\r\nestimated ABV 8.5% estimated IBU 25\r\nMalt, Hops, Pumpkin & our Secret Spices"",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,58,1
+govnor_s_public_house-american_cream_ale,0,0,244611219457,"{""name"":""American Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+spanish_peaks_brewing-american_pale_ale,0,0,245117747202,"{""name"":""American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spanish_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,46,1
+shipyard_brewing_portland-pugsley_s_signature_series_imperial_porter,0,0,244997423105,"{""name"":""Pugsley's Signature Series Imperial Porter"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":""Imperial Porter is a full bodied, very dark, malty beer with a good roasted character coming from the Crystal, Chocolate and Black Patent Malts used in the mash. Warrior, English Fuggles, and East Kent Goldings Hops balance the malts with a good hop bite. The beer has an OG of 1.070, rounding out after fermentation with just a slight residual sweetness and cutting dry at the finish."",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+boulevard_brewing_company-lunar_ale,0,0,244371357696,"{""name"":""Lunar Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our first new year-round brand launch since 1996, Lunar Ale is in a category all its own. Brewed using a unique aromatic yeast, this refreshing variety is best described as a cloudy brown ale with a complex, malty aroma and flavor, and a crisp, dry finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,34,1
+brasserie_d_achouffe-la_chouffe_golden_ale,0,0,244371816450,"{""name"":""La Chouffe Golden Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_d_achouffe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,35,1
+brownings,0,0,244489453570,"{""name"":""Brownings"",""city"":""Louisville"",""state"":""Kentucky"",""code"":""40202"",""country"":""United States"",""phone"":""502.515.0174"",""website"":""http://www.diningonmain.com/Brownings/Brownings_home.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In Browning's unique three-story brewing facility, Brew Master Brian Reymiller creates superior artisnal beers using only the best available grains and hops from England, Germany, and the Pacific Northwest.  Reymiller brings to each pint of beer years of experience brewing award winning beer for Hops! Brewery, Smoky Mountain Brewing Company, and Victory Brewing Company.  \t Executive Chef Jay Denham brings casual, Kentucky comfort-foods to the menu at Browning's. Jay's loves to use fresh and local ingredients for his inspiration of good old-fashioned home cooking. Growing up in Maysville, Ky. Jay learned to use the freshest and most wholesome ingredients while cooking for his family. His solid upbringing gave him a palate for great taste and is certainly eminent in his cuisine."",""address"":[""401 East Main St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.2554,""lon"":-85.7441}}",1,37,1
+kulmbacher_brauerei_ag-kapuziner_kristall_weizen,0,0,244737245185,"{""name"":""Kapuziner Kristall-Weizen"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+hook_ladder_brewing_company-hook_ladder_backdraft_brown,0,0,244736655360,"{""name"":""Hook & Ladder Backdraft Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_ladder_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth and refreshing beer loaded with flavor. Specialty malts balanced with just the right amount of cascade hops give it a roasted taste and beautiful brown color. This drinkable brown ale easily rivals an expensive import."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+eagle_brewing,0,0,244612595713,"{""name"":""Eagle Brewing"",""city"":""Mukilteo"",""state"":""Washington"",""code"":""98275"",""country"":""United States"",""phone"":""1-425-348-8088"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""625 Fourth Street""]}",1,14,1
+diamond_bear_brewing_co-paradise_porter,0,0,244631470083,"{""name"":""Paradise Porter"",""abv"":4.99,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_bear_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This medium bodied porter has notes of roasted and chocolate malts, making it a perfect balance of sweet and bitter.  Generous hops give this brew a dry finish."",""style"":""Porter"",""category"":""Irish Ale""}",1,59,1
+odell_brewing-double_pilsner,0,0,244858159104,"{""name"":""Double Pilsner"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+oasis_brewery_annex-extra_special_bitter_ale,0,0,244876705794,"{""name"":""Extra Special Bitter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oasis_brewery_annex"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+pacific_coast_brewing-hammerhead_barleywine_1990,0,0,244980449280,"{""name"":""Hammerhead Barleywine 1990"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+heartland_brewery_union_square-red_rooster_ale,0,0,244756840448,"{""name"":""Red Rooster Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+boulevard_brewing_company-ten_penny_american_bitter,0,0,244377452547,"{""name"":""Ten Penny American Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+dogfish_head_craft_brewery-120_minute_ipa,0,0,244613447680,"{""name"":""120 Minute IPA"",""abv"":18.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Too extreme to be called beer? Brewed to a colossal 45-degree plato, boiled for a full 2 hours while being continuously hopped with high-alpha American hops, then dry-hopped daily in the fermenter for a month & aged for nother month on whole-leaf hops!!! Our 120 Minute I.P.A. is by far the biggest I.P.A. ever brewed! At 20% abv and 120 ibus you can see why we call this beer THE HOLY GRAIL for hopheads!\r\n\r\n-changed to be 18% for aging purposes according to Dogfish Head brewery."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,17,1
+finnegans,0,0,244623409152,"{""name"":""FINNEGANS"",""city"":""Minneapolis"",""state"":""Minnesota"",""code"":""55404"",""country"":""United States"",""phone"":"""",""website"":""http://www.finnegans.org"",""type"":""brewery"",""updated"":""2010-12-03 17:53:48"",""description"":""FINNEGANS was founded in 2000 in Minneapolis, Minnesota, from the belief that each and every one of us can make a difference in our community. And that true passion in that belief can move mountains and make magical things happen.\n\nWhen we created our first product, FINNEGANS Irish Amber, we made the decision to donate 100 percent of the profits back to the community where it's sold to help alleviate poverty. And we knew it was going to take hard work, unwavering passion, and even a little magic along the way to make it a sustainable effort.\n\nWhat a journey it's been.\n\nFINNEGANS Irish Amber is now sold throughout Minnesota, Wisconsin, and North Dakota. Since first being profitable in 2003, we have donated over $150,000 to the FINNEGANS Community Fund, which in turn has given grants to non-profits across the Midwest to support life-changing programs for the working poor. We plan to roll out a new FINNEGANS product in 2011, and eventually have an entire line of FINNEGANS branded products"",""address"":[""619 10th St. South"",""Suite 100""]}",1,39,1
+long_valley_pub_brewery-german_valley_amber,0,0,244858748928,"{""name"":""German Valley Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,4,1
+north_coast_brewing_company-red_seal_ale,0,0,244859797507,"{""name"":""Red Seal Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Malt and hops are beautifully married in this full-bodied, copper-red Pale Ale. Red Seal is generously hopped for a long, spicy finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,6,1
+deschutes_brewery,0,0,244629372928,"{""name"":""Deschutes Brewery"",""city"":""Bend"",""state"":""Oregon"",""code"":""97702"",""country"":""United States"",""phone"":""1-541-385-8606"",""website"":""http://www.deschutesbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Deschutes Brewery, located in Central Oregon along the banks of the wild and scenic Deschutes River, has brewed handcrafted traditional ales since 1988.  Starting out as a small brewpub in the heart of downtown Bend, Deschutes' first beers were Black Butte Porter, Bachelor Bitter and Cascade Golden Ale. In 1993, Deschutes moved into its current brewing facility and has continued expanding and improving the facilities.  With a 50-barrel traditional gravity brew house and a new one-of-a-kind 131-barrel Huppmann brew system from Germany, Deschutes now creates and experiments with specialty batches of limited beers while brewing large quantities of everyone's favorites like Mirror Pond Pale Ale.  Consistently producing the highest quality beers is always Deschutes' number one priority and commitment. The Deschutes Brewery & Public House continues brewing unique beers at our original location while serving the finest Northwest pub cuisine.  So when you find yourself in Bend, come on in and have a pint of Bachelor Bitter, the locals' favorite, or any of our other original ales brewed on-site. Deschutes Brewery's distinct ales; Black Butte Porter, Mirror Pond Pale Ale, Obsidian Stout, Inversion IPA, Bachelor ESB, Cascade Ale, Buzzsaw Brown (winter), Cinder Cone Red (spring), Twilight Ale (summer), Jubelale (fall) and other seasonal beers are available at pubs and markets in a neighborhood near you. --http://www.deschutesbrewery.com/About+Us/default.aspx"",""address"":[""901 SW Simpson Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.0474,""lon"":-121.323}}",1,54,1
+sharktooth_brewing-stout,0,0,244998209536,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,42,1
+crabby_larry_s_brewpub_steak_crab_house,0,0,244480606209,"{""name"":""Crabby Larry's Brewpub Steak & Crab House"",""city"":""Chalfont"",""state"":""Pennsylvania"",""code"":""18914"",""country"":""United States"",""phone"":""1-215-822-8788"",""website"":""http://www.crabbylarrys.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""237 West Butler Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.2795,""lon"":-75.2143}}",1,16,1
+hida_takayama_brewing_agricultural_company-weizen,0,0,244740128769,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hida_takayama_brewing_agricultural_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,15,1
+george_bateman_and_son_ltd,0,0,244612333568,"{""name"":""George Bateman and Son Ltd."",""city"":""Skegness"",""state"":""Lincoln"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01754)-880317"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mill Lane""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":53.1691,""lon"":0.3169}}",1,13,1
+new_belgium_brewing-1554_enlightened_black_ale,0,0,244873560064,"{""name"":""1554 Enlightened Black Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Born of a flood and centuries-old Belgian text, 1554 Enlightened Black Ale uses a light lager yeast strain and dark chocolaty malts to redefine what dark beer can be. In 1997, a Fort Collins flood destroyed the original recipe our researcher, Phil Benstein, found in the library. So Phil and brewmaster, Peter Bouckaert, traveled to Belgium to retrieve this unique style lost to the ages. Their first challenge was deciphering antiquated script and outdated units of measurement, but trial and error (and many months of in-house sampling) culminated in 1554, a highly quaffable dark beer with a moderate body and mouthfeel."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,41,1
+stuttgarter_hofbru,0,0,245118140416,"{""name"":""Stuttgarter Hofbru"",""city"":""Stuttgart"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)711-/-6488-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bblinger Strae 104""]}",1,47,1
+brouwerij_rodenbach,0,0,244487094272,"{""name"":""Brouwerij Rodenbach"",""city"":""Roeselare"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-051-27-28-10"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Spanjestraat 133-141""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9462,""lon"":3.1362}}",1,31,1
+g_heileman_brewing,0,0,244622950402,"{""name"":""G. Heileman Brewing"",""city"":""La Crosse"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.8014,""lon"":-91.2396}}",1,38,1
+kaiserdom_privatbrauerei_bamberg-premium_pilsener,0,0,244737638402,"{""name"":""Premium Pilsener"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kaiserdom_privatbrauerei_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+federation_brewery,0,0,244620460032,"{""name"":""Federation Brewery"",""city"":""Gateshead"",""state"":""Tyne and Wear"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0191)-4609023"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lancaster Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":54.9548,""lon"":-1.6576}}",1,33,1
+scharer_s_little_brewery,0,0,244998864896,"{""name"":""Scharer's Little Brewery"",""city"":""Picton"",""state"":""NSW"",""code"":""2571"",""country"":""Australia"",""phone"":""+61 2 4677 1415"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""180 Old Hume Hwy""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-34.1855,""lon"":150.607}}",1,44,1
+berliner_kindl_schultheiss_brauerei,0,0,244364083200,"{""name"":""Berliner-Kindl-Schultheiss-Brauerei"",""city"":""Berlin"",""state"":""Berlin"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)30-/-9609-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Indira-Ghandi-Strae 66-69""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.5234,""lon"":13.4114}}",1,19,1
+southend_brewery_and_smokehouse_charleston-ruby_red_lager,0,0,245116436481,"{""name"":""Ruby Red Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+barley_brothers_brewery_and_grill,0,0,244363558913,"{""name"":""Barley Brothers Brewery and Grill"",""city"":""Lake Havasu City"",""state"":""Arizona"",""code"":""86403"",""country"":""United States"",""phone"":""1-928-505-7837"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1425 McCulloch Boulevard""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":34.4702,""lon"":-114.35}}",1,18,1
+hoptown_brewing,0,0,244745699328,"{""name"":""HopTown Brewing"",""city"":""Pleasanton"",""state"":""California"",""code"":""94588"",""country"":""United States"",""phone"":""1-925-426-1450"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3015-D Hopyard Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.677,""lon"":-121.898}}",1,28,1
+odell_brewing-levity_amber_ale,0,0,244859404289,"{""name"":""Levity Amber Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Levity is our lighter take on the amber ale. Munich and honey malts give it a full-bodied flavor and a happy-go-lucky personality. Then we let the finishing hops shine, for a beer that's crisp instead of bitter, as many ambers are. Levity was named by our brewers partly for its light color - and partly for the way it just refuses to take itself too seriously. Hey, we could all use a little levity once in a while."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,5,1
+san_marcos_brewery_grill-pale_ale,0,0,244981628929,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,3,1
+ettaler_klosterbetriebe_abteilung_brauerei_destillerie-curator_dunkler_doppelbock,0,0,244629897217,"{""name"":""Curator Dunkler Doppelbock"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ettaler_klosterbetriebe_abteilung_brauerei_destillerie"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,55,1
+gottberg_brew_pub-cow_palace_scotch_ale,0,0,244628848643,"{""name"":""Cow Palace Scotch Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,52,1
+fratellos_restaurant_and_brewery-foxtoberfest,0,0,244610760706,"{""name"":""Foxtoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,10,1
+brasserie_des_vosges-bete_des_vosges,0,0,244377059328,"{""name"":""Bête des Vosges"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_des_vosges"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,49,1
+city_brewing_company_llc-pale_ale,0,0,244478771201,"{""name"":""Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""city_brewing_company_llc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+bierbrouwerij_bavaria,0,0,244379746304,"{""name"":""Bierbrouwerij Bavaria"",""city"":""Lieshout"",""state"":"""",""code"":""0"",""country"":""Netherlands"",""phone"":""31-0499-428111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Burg. van den Heuvelstraat 35""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.5163,""lon"":5.5977}}",1,57,1
+rock_bottom_restaurant_brewery_san_jose-raccoon_red_ale,0,0,244980842500,"{""name"":""Raccoon Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,1,1
+crane_river_brewpub_and_cafe-red_top_rye,0,0,244498956288,"{""name"":""Red Top Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crane_river_brewpub_and_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+govnor_s_public_house-dublin_dunkelweizenbock,0,0,244611219458,"{""name"":""Dublin Dunkelweizenbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,11,1
+spoetzl_brewery-shiner_hefeweizen,0,0,245117747203,"{""name"":""Shiner Hefeweizen"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+shmaltz_brewing_company,0,0,244997423106,"{""name"":""Shmaltz Brewing Company"",""city"":""San Francisco"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.shmaltz.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.7749,""lon"":-122.419}}",1,40,1
+boundary_bay_brewery_and_bistro-doppel_bock,0,0,244371357697,"{""name"":""Doppel Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boundary_bay_brewery_and_bistro"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,34,1
+brasserie_de_l_abbaye_val_dieu-blonde,0,0,244371881984,"{""name"":""Blonde"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_l_abbaye_val_dieu"",""updated"":""2010-07-22 20:00:20"",""description"":""This authentic Abbey Ale is based on the recipe perfected centuries ago by the monks of Abbey Du Val-Dieu."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,35,1
+cat_s_paw_home_brew,0,0,244489519104,"{""name"":""Cat's Paw Home Brew"",""city"":"""",""state"":"""",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,37,1
+lagunitas_brewing_company-ipa,0,0,244737245186,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""This is our unique version of an ancient style. A style as old as the ocean trade routes of the last centuries Great Ships. Not as old as the equator they had to cross twice enroute, nor as old as the 10,000 or so miles of Di-Hydrogen Oxide and Sodium upon which they sailed, but older than the Circulithium-4 Lentloid that binds the Lupulin Quartnate onto your taste buds. Weird. Think about it. Now stop. OK, go again, now stop. Think again, and stop. But we digress. Made with 43 different hops and 65 various malts, this redolent ale will likely float your boat, whatever planet you're on. \"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+hop_back_brewery-thunder_storm,0,0,244736655361,"{""name"":""Thunder Storm"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hop_back_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,7,1
+emerson_brewing-taieri_george,0,0,244612595714,"{""name"":""Taieri George"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emerson_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+dick_s_brewing-irish_style_ale,0,0,244631535616,"{""name"":""Irish Style Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+otto_s_pub_and_brewery-jolly_roger_imperial_stout,0,0,244858159105,"{""name"":""Jolly Roger Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,2,1
+orchard_street_brewery-pale_ale,0,0,244876705795,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orchard_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+penn_brewery-penn_pilsner,0,0,244980514816,"{""name"":""Penn Pilsner"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship brand! An amber Vienna-style lager beer that is smooth, mellow and full bodied, with delicate hop aroma. Uses two-row barley malt and caramel-roasted malt. Based on founder Tom Pastorius' favorite German bier."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,0,1
+hereford_hops_restaurant_and_brewpub_1-stump_sitter_stout,0,0,244756840449,"{""name"":""Stump Sitter Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,56,1
+brasserie_de_brunehaut-abbaye_de_saint_martin_blonde,0,0,244377518080,"{""name"":""Abbaye de Saint-Martin Blonde"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_de_brunehaut"",""updated"":""2010-07-22 20:00:20"",""description"":""11.2oz bottle.  Slightly hazy golden color with a white head. Earthy clay, light molasses, and buttered cauliflower aromas. A crisp, frothy entry leads to a dryish medium body of figs, creamy caramel, and roasted carrot flavors. This St. Martin Blonde ale finishes with dried fruit and cashew fade.\r\nAbbye St. Martin Ales are pure Belgium."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,50,1
+dortmunder_actien_brauerei_dab,0,0,244613513216,"{""name"":""Dortmunder Actien Brauerei  DAB"",""city"":""Dortmund"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)231-/-8400-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Steigerstrae 20""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.5298,""lon"":7.4692}}",1,17,1
+flying_bison_brewing-barnstormer_pale_ale,0,0,244623409153,"{""name"":""Barnstormer Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our American Pale Ale. Made with American pale malt for a brilliant straw gold color, American hops (Cascade) for a refreshing citrusy hop character, and our signature ale yeast for a clean smooth finish. Available on draft, and seasonally in our Mixed"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,39,1
+magic_hat-braggot,0,0,244858814464,"{""name"":""Braggot"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""An Ale Brewed with Honey\r\nOur inaugural Epic Elixir, Braggot is a most remarkable honey ale, made with specialty malts & wildflower honey from Vermont's Champlain Valley. The honey adds smoothness with subtle hints of chamomile.\r\n\r\nBraggot is an ale of shining perfection that simply must be experienced to be understood. But hurry ... for Braggot, as with each entry in our Humdinger series, vanishes almost as soon as it arrives.  Get a bottle of Braggot today and come to know a new 'Ale of Legend'. \r\n\r\nWild Flower Honey, primarily Red Clover and Alfalfa from Champlain Valley Apiaries in Middlebury, Vermont. This represents 50% of the total fermentable sugars.\r\n\r\nChamomile: Whole Chamomile flowers steeped in hot wort.""}",1,4,1
+o_gara_s_bar_grill-honey_brown,0,0,244859863040,"{""name"":""Honey Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,6,1
+dix_barbecue_brewery-honey_brown,0,0,244629372929,"{""name"":""Honey Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dix_barbecue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+siletz_roadhouse_brewery,0,0,244998209537,"{""name"":""Siletz Roadhouse & Brewery"",""city"":""Siletz"",""state"":""Oregon"",""code"":""97380"",""country"":""United States"",""phone"":""1-541-444-2335"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""243 North Gaither Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.722,""lon"":-123.918}}",1,42,1
+cricket_hill-east_coast_lager,0,0,244480671744,"{""name"":""East Coast lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-07-22 20:00:20"",""description"":""The East Coast Lager is an easy drinking “golden” lager with a wonderful balance of crisp malt flavors and flowery hop finish. Built specifically with very low bitter aftertaste, the aroma is as clean as the taste.A difficult beer to brew because of the gentleness… this beer is magnificent!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+hoppin_frog_brewery,0,0,244740194304,"{""name"":""Hoppin Frog Brewery"",""city"":""Akron"",""state"":""Ohio"",""code"":""44306"",""country"":""United States"",""phone"":""(330) 352-4578"",""website"":""http://www.hoppinfrog.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1680-F East Waterloo Rd.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.0247,""lon"":-81.4676}}",1,15,1
+goose_island_beer_company_clybourn-night_stalker,0,0,244612333569,"{""name"":""Night Stalker"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,13,1
+new_belgium_brewing-skinny_dip,0,0,244873560065,"{""name"":""Skinny Dip"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ever tried a Skinny Dip? You wouldn't be alone. Featured by both Men's Journal and the Today Show as a favorite summer brew, this full-bodied, highly drinkable beer makes a splash every summer in our Seasonal line-up. Cascade hops frolic with a hint of lime leaf, giving the beer complexity that's surprisingly refreshing."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,41,1
+surly_brewing-bender_beer,0,0,245118140417,"{""name"":""Bender Beer"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""surly_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is an amalgamation of styles; brown/porter/apa. Five distinct malts, including two from Belgium, give this beer added complexity and depth. We also add oatmeal to this beer to give it a smooth texture not usually associated with this type of beer. We add large amounts of American finishing hops to give Bender a citrus hop aroma because... we like hops. This is a session beer weighing in around 5% alcohol and 25 IBUs. Grab one today, we think you will want another!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,47,1
+brouwerij_t_ij-zatte_amsterdamse_tripel,0,0,244487094273,"{""name"":""Zatte Amsterdamse Tripel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_t_ij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+gasthof_brauerei_zum_frohsinn-maisbier,0,0,244623015936,"{""name"":""Maisbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthof_brauerei_zum_frohsinn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+kelmer_s_brewhouse-klout,0,0,244737703936,"{""name"":""Klout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kelmer_s_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,9,1
+flensburger_brauerei,0,0,244620525568,"{""name"":""Flensburger Brauerei"",""city"":""Flensburg"",""state"":""Schleswig-Holstein"",""code"":""24937"",""country"":""Germany"",""phone"":"""",""website"":""http://www.flens.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Munketoft 12""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":54.779,""lon"":9.4355}}",1,33,1
+schofferhofer-schofferhofer_hefeweizen_hell,0,0,244998864897,"{""name"":""Schöfferhofer Hefeweizen Hell"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schofferhofer"",""updated"":""2010-07-22 20:00:20"",""description"":""classic Hefeweizen, cloud because it is traditionally unfiltered, was tested and rated by the German consumer magazin \""Ökotest\"" as \""very good\"" for pureness and residues of pesticides and so on"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,44,1
+birrificia_le_baladin-wayan,0,0,244364083201,"{""name"":""Wayan"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birrificia_le_baladin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+southern_tier_brewing_co-raspberry_wheat,0,0,245116502016,"{""name"":""Raspberry Wheat"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A golden wheat beer brewed with the finest North American malted barley and wheat.  It's then lightly hopped with the choicest European varieties.  The smooth, crisp golden wheat beer is then finished with a hint of rasberry.  Enjoy this beer any time of the year."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,43,1
+barley_creek_brewing-cliffhanger_light_ale,0,0,244363624448,"{""name"":""Cliffhanger Light Ale"",""abv"":3.22,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""barley_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest brew, this ale has a lower alcohol content than other Barley Creek brews. The Munich malt and Saaz and Hallertau hops give it a distinct German profile. Refreshing with a clean, dry finish."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,18,1
+icobes_b_v_b_a-biere_du_boucanier,0,0,244745699329,"{""name"":""Bière du Boucanier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""icobes_b_v_b_a"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+orkney_brewery,0,0,244859469824,"{""name"":""Orkney Brewery"",""city"":""Orkney"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01856)-841802"",""website"":""http://www.orkneybrewery.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Quoyloo""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":59.0697,""lon"":-3.3135}}",1,5,1
+sand_creek_brewing_company,0,0,244981694464,"{""name"":""Sand Creek Brewing Company"",""city"":""Black River Falls"",""state"":""Wisconsin"",""code"":""54615"",""country"":""United States"",""phone"":""(715) 284-7553"",""website"":""http://www.sandcreekbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""320 Pierce St""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.2929,""lon"":-90.8511}}",1,3,1
+fitger_s_brewhouse_brewery_and_grill-1100_wheat_wine,0,0,244629962752,"{""name"":""1100 Wheat Wine"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+gottberg_brew_pub-rumble_seat_stout_discontinued,0,0,244628979712,"{""name"":""Rumble Seat Stout (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+front_street_brewery-old_davenport_gold,0,0,244610826240,"{""name"":""Old Davenport Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""front_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+brasserie_du_bocq-blanche_des_moines,0,0,244377059329,"{""name"":""Blanche des Moines"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_du_bocq"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+coronado_brewing_company-nutter_brown,0,0,244478771202,"{""name"":""Nutter Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Medium-bodied and light brown in color. This mild ale has a sweet maltiness and roasted character. Unlike English brown ales, this brown ale has a noticeably hoppy flavor from its Willamette hops. Don’t be afraid to have a Nutter!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,12,1
+big_river_brewing-pale_ale,0,0,244379746305,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,57,1
+rogue_ales-shakespeare_stout,0,0,244980908032,"{""name"":""Shakespeare Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Stout was first introduced by Guinness in Ireland as \""Extra Stout\"" (a stronger version of their Porter). Later, the stronger Imperial and Double Stouts emerged. Sweet, Milk, and Oatmeal Stouts are English adaptations with less alcohol and less bitter then the dry Irish Stouts. Victorian England recognized Oatmeal Stouts nutritional value and it is traditionally the drink of choice for nursing mothers and athletes. It is a beer equally at home with oysters as it is with a homemade pizza and freshly tossed green salad (or as a float over ice cream).\r\n\r\nRogues Shakespeare Stout received a 99, the highest score of the 309 beers in 44 categories at the 1994 World Beer Championships. The June/July 1998 issue of Mens Journal included Rogue Ales Shakespeare Stout as one of \""The 100 Best Things to Eat in America.\""Based on Stuart Kallens book, \""The 50 Best Beers in the World\"", Shakespeare Stout was ranked the third best beer in the world and best American Beer--which makes it the Worlds Best Stout!\r\n\r\nRogues Shakespeare Stout is ebony in color, a rich creamy head and a mellow chocolate aftertaste. It is made from Northwest Harrington, Crystal, and Chocolate malts, roasted barley and rolled oats, along with Cascade hop. Shakespeare Stout is available in the classic 22-ounce bottle, a commemorative 3-litre bottle with ceramic swing-top, and on draft."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,1,1
+de_leyerth_brouwerijen-urthel_samaranth_quadrium_ale,0,0,244630814720,"{""name"":""Urthel Samaranth Quadrium Ale"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+great_divide_brewing-espresso_oak_aged_yeti,0,0,244738359296,"{""name"":""Espresso Oak Aged Yeti"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,11,1
+steamworks-ipanema_summer_white,0,0,245117812736,"{""name"":""Ipanema Summer White"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Tall and tan and young and lovely\""\r\n\r\nOriginating in Belgium, this is a truly bilingual brew. Known as Biere Blanche in French, Witbier in Flemish and White beer in English. Unmalted wheat and oats are used in the grist to lend this brew its smooth, light body. Coriander seed and Curacao orange peel are added to the kettle to infuse this beer with a subtle, perfumey spiciness. The result is a light wheat beer with a fruity, tart finish - the essence of summer."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,46,1
+sonoran_brewing_company,0,0,245115191296,"{""name"":""Sonoran Brewing Company"",""city"":""Scottsdale"",""state"":""Arizona"",""code"":""85255"",""country"":""United States"",""phone"":""602-484-7775"",""website"":""http://www.sonoranbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10426 East Jomax Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.7268,""lon"":-111.853}}",1,40,1
+brasserie_artisanale_de_rulles-biere_de_gamme,0,0,244371357698,"{""name"":""Bière de Gamme"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_artisanale_de_rulles"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+brauerei_schwelm,0,0,244488404992,"{""name"":""Brauerei Schwelm"",""city"":""Schwelm"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2336-/-4908-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Neumarkt 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.2847,""lon"":7.2936}}",1,35,1
+central_city_brewing_company-boomers_red_ale,0,0,244489519105,"{""name"":""Boomers Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+lakefront_brewery-rendezvous_biere_de_garde,0,0,244737245187,"{""name"":""Rendezvous Bière de Garde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+independence_brew_pub-red_ale,0,0,244736720896,"{""name"":""Red Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+far_west_ireland_brewing,0,0,244612661248,"{""name"":""Far West Ireland Brewing"",""city"":""Redmond"",""state"":""Washington"",""code"":""98052"",""country"":""United States"",""phone"":""1-425-869-5933"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.6701,""lon"":-122.118}}",1,14,1
+dockside_brewing-old_bridge_dark_lager,0,0,244631535617,"{""name"":""Old Bridge Dark Lager"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dockside_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+otto_s_pub_and_brewery-tripel_ale,0,0,244858224640,"{""name"":""Tripel Ale"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An Abbey-style Tripel ale. This light colored traditional tripel is made with Pils malt and candisugar and fermented with a traditional yeast strain. Esterey and strong best describe this unique specialty beer."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,2,1
+otter_creek_brewing_wolaver_s_organic_ales-pale_ale,0,0,244876771328,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Pale Ale is a golden amber brew, made with Cascade hops from the Yakima Valley. Adding Cascades during conditioning captures the rich aroma of the hop, and completes the clean, well-balanced flavor of our American pale ale. Crisp, refreshing, exotically aromatic, and available all year."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+philadelphia_brewing_co,0,0,244980514817,"{""name"":""Philadelphia Brewing Co"",""city"":""Philadelphia"",""state"":""Pennsylvania"",""code"":""19125"",""country"":""United States"",""phone"":""215-427-BREW (2739)"",""website"":""http://philadelphiabrewing.com/index.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is, Philadelphia's one and only Philadelphia Brewing Company; brewers of fine hand crafted Ales from our historic brewery building in the Kensington neighborhood of Philadelphia. Like the history of brewing in Philadelphia the name Philadelphia Brewing Company has gone through many revivals. The same can be said of our brewery building - the former Wiesbrod and Hess Brewing Company complex in Kensington. At Philadelphia Brewing Co we take pride in our brews, our people, and our community. One person could never do everything that it takes to get beer into your glass. And it may sound obvious, but we won't brew anything that we wouldn't drink ourselves - you won't catch us drinking anything called Ultra unless it's a literal name meaning more flavor, more hops, more malt, more carbs. That's because we are Brewers; proud brewers of fine hand crafted Ales from our historic brewery building in the Kensington neighborhood of Philadelphia. Now that's out of the way; we will be starting out with four mainstay brews which will be available in draught and in bottles. Once we're stocked up on the core brews we'll start pumping out regular seasonal or specialty brews. The specialty series will be driven by our individual brewers and the desires and whims of the rest of our family.  The beer is flowing at Philadelphia Brewing co! You can find our four brands on tap at finer establishments all around town!"",""address"":[""2423 Amber St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9827,""lon"":-75.1275}}",1,0,1
+high_desert_brewing_co,0,0,244756840450,"{""name"":""High Desert Brewing Co."",""city"":""Las Cruces"",""state"":""New Mexico"",""code"":""88005"",""country"":""United States"",""phone"":""(575) 525-6752"",""website"":""http://www.highdesertbrewingco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""After years of recipe development, remodeling, and parking lot paving, the High Desert Brewing Co. opened it's doors in July of 1997 and has quickly become one of New Mexico's premier brewpubs. Our selection of hand crafted lagers and ales are produced on premises using the finest grains and hops. We brew small batches of about 100 gallons, ensuring that each beer is served at the peak of freshness. Our brews are available by the glass, pint, or pitcher and to-go in 1/2 gallon growlers and 5 gallon kegs. We make every attempt to keep all of our beers on tap at all times but once in a while one or two may not be available for a few days. These times are the perfect opportunity to stretch your taste and try something other than your favorite. Please let Bob or Donna, or any of the High Desert Brewing Co. staff know how you think we are doing."",""address"":[""1201 W. Hadley Ave.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.3096,""lon"":-106.793}}",1,56,1
+brasserie_de_l_abbaye_des_rocs,0,0,244377518081,"{""name"":""Brasserie De L'Abbaye Des Rocs"",""city"":""Montignies-sur-Roc"",""state"":""Hainaut"",""code"":"""",""country"":""Belgium"",""phone"":""32-065-75-59-99"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chausse Brunehault 37""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.3705,""lon"":3.7263}}",1,50,1
+eel_river_brewing-climax_california_classic,0,0,244613513217,"{""name"":""Climax California Classic"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+flying_dog_brewery-horn_dog,0,0,244623474688,"{""name"":""Horn Dog"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""By far the biggest dog in the yard... Horn Dog Barley Wine is a dark and malty English-style Barely Wine that is aged for a minimum of three months before being packaged. Like a fine wine, this beer will only get better with age when stored at optimum conditions."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,39,1
+marin_brewing-hoppy_holidaze,0,0,244858814465,"{""name"":""Hoppy Holidaze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+o_gara_s_bar_grill,0,0,244859863041,"{""name"":""O'Gara's Bar & Grill"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":""55104"",""country"":""United States"",""phone"":""1-651-644-3333"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""146 Snelling Avenue North""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.9458,""lon"":-93.167}}",1,6,1
+dogfish_head_craft_brewery-immort_ale,0,0,244629438464,"{""name"":""Immort Ale"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+southampton_publick_house,0,0,245116108800,"{""name"":""Southampton Publick House"",""city"":""Southampton"",""state"":""New York"",""code"":""11968"",""country"":""United States"",""phone"":""1-631-283-2800"",""website"":""http://southamptonbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The word about the quality of our beer began to get around the metro New York region as soon as we turned on the spigots and started to serve it in our Southampton restaurant. Almost from day one, leading restaurants, pubs and taverns have requested our crafted brews for  their own patrons. Our Brewmaster, Phil Markowski  has personally directed the flow of our ales and lagers into the finest outlets. Our Mission is to offer a wide variety of specialty ales and lagers.  Our small batch brews range from classic farmhouse styles to traditional sessions beers to be enjoyed year-round."",""address"":[""40 Bowden Square""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8903,""lon"":-72.3927}}",1,42,1
+dogfish_head_craft_brewery-beewolf_braggot,0,0,244613185536,"{""name"":""Beewolf Braggot"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a hybrid of ale and mead made with 51% malted barley (Pale and Munich malted barley) and 49% Orange blossom honey, it is lightly hopped, spiced with Hibiscus flowers and fermented with Australian ale yeast.\r\n\r\nOur Milton, DE microbrewery brewer Jon Talkington came up with this beer because of his love of different kinds of meads and his interest in Nordic lore and mythology.  The name Beewolf is the name Beowulf translated, meaning bear.\r\n \r\nColor- light amber.\r\nAroma- Pear like fruitiness, with a clean malt and floral honey nose.\r\nFlavor- sweet malt and honey with a subtle fruitiness and a hint of caramel.\r\nABV 7.0%\r\nIBU's 25\r\n\r\nDue to the limited availability of Beewolf Braggot, we are sorry that we are not able to offer growlers to go.""}",1,16,1
+hp_bulmer,0,0,244740194305,"{""name"":""HP Bulmer"",""city"":""Hereford"",""state"":""Hereford and Worcester"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-01432-352000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""The Cider Mills""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.2626,""lon"":-71.8023}}",1,15,1
+great_dane_pub_and_brewing_1-landmark_gold,0,0,244739211264,"{""name"":""Landmark Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+new_glarus_brewing_company-home_town_blonde,0,0,244873560066,"{""name"":""Home Town Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+swan_brewery,0,0,245118140418,"{""name"":""Swan Brewery"",""city"":""Canning Vale"",""state"":""Western Australia"",""code"":"""",""country"":""Australia"",""phone"":""61-(08)-9350-0222"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""25 Baile Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-32.0638,""lon"":115.912}}",1,47,1
+brown_street_brewery-munich_helle,0,0,244487094274,"{""name"":""Munich Helle"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brown_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+gatz_brauhaus-helles_naturtrub,0,0,244623015937,"{""name"":""Helles Naturtrub"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gatz_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+kessler_brewing,0,0,244737703937,"{""name"":""Kessler Brewing"",""city"":""Helena"",""state"":""Montana"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":46.5958,""lon"":-112.027}}",1,9,1
+flossmoor_station_brewery-station_master_wheat_ale,0,0,244620525569,"{""name"":""Station Master Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+scuttlebutt_brewing-amber_ale,0,0,244998864898,"{""name"":""Amber Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,44,1
+boston_beer_company,0,0,244364148736,"{""name"":""Boston Beer Company"",""city"":""Boston"",""state"":""Massachusetts"",""code"":""2130"",""country"":""United States"",""phone"":""1-800-372-1131"",""website"":""http://www.samueladams.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Jim Koch founded The Boston Beer Company in 1984 because he believed that Americans deserved better beer. Today, we're a team of about 350 people, and we all share a common passion for bringing great Samuel Adams beers to beer lovers everywhere. We've worked hard for the many successes we've enjoyed over the years. The Boston Beer Company has been cited as one of the best companies to work for by Boston Magazine, one of the Best Entry-Level Jobs by The Princeton Review, and our beers have won more awards than any beer in history. Jim has been named an Entrepreneur of the Year by Inc. Magazine. Our brewers keep amazing us with innovative new brews, most recently Samuel Adams Utopias and Samuel Adams Chocolate Bock."",""address"":[""30 Germania Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3144,""lon"":-71.1034}}",1,19,1
+southern_tier_brewing_co,0,0,245116502017,"{""name"":""Southern Tier Brewing Co"",""city"":""Lakewood"",""state"":""New York"",""code"":""14750"",""country"":""United States"",""phone"":""716-763-5479"",""website"":""http://www.southerntierbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Southern Tier Brewing Company was founded in 2004 by Phineas DeMink and Allen Yahn with the vision of bringing small batch brewing back to a region rich in brewing tradition. In 2003 Skip and Phin purchased the defunct Old Saddle Back Brewing Co. in Pittsfield, Massachusetts. All the equipment was removed and brought back to Lakewood, New York and set up at its new 10,000 square foot home, The Southern Tier Brewing Company. The Brewery began operations in February 2004 distributing regionally. By 2005 sales covered the majority of the New York State and the eastern half of Pennsylvania. In the beginning their two Flagship brands were a Pilsner and Mild Ale. Oh yeah they also brewed IPA! As it turned out the flagships were a flop and the IPA was a huge success. They next launched a line of seasonal beers which have gained great success. Since the beginning, Southern Tier has experienced steady growth, currently distributing to over 25% of the United States. Multiple expansions have been made to keep up with demand and the brewery continues to be innovative by producing new products.  Keep a look out for new products coming to stores near you."",""address"":[""2051A Stoneman Circle""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":42.1008,""lon"":-79.3357}}",1,43,1
+barley_s_2_smokehouse_and_brewpub,0,0,244363624449,"{""name"":""Barley's #2 Smokehouse and Brewpub"",""city"":""Columbus"",""state"":""Ohio"",""code"":""43215"",""country"":""United States"",""phone"":""1-614-485-0227"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1130 Dublin Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9745,""lon"":-83.049}}",1,18,1
+inveralmond_brewery-blackfriar,0,0,244745699330,"{""name"":""Blackfriar"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""inveralmond_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,28,1
+otto_s_pub_and_brewery-kclinger_s_brown_ale,0,0,244859469825,"{""name"":""KClinger's Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A brown ale brewed by Otto's for KClinger's Tavern in Hanover Pennsylvania."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,5,1
+santa_cruz_brewing,0,0,244981694465,"{""name"":""Santa Cruz Brewing"",""city"":""Santa Cruz"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.9741,""lon"":-122.031}}",1,3,1
+flying_dog_brewery-gonzo_imperial_porter,0,0,244629962753,"{""name"":""Gonzo Imperial Porter"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Gonzo Imperial Porter is deep and complex. This turbo charged version of the Road Dog Porter is mysteriously dark with a rich malty body, intense roasted flavors, and a surprisingly unique hop kick. With Gonzo weighing in at 7.8% ABV, it will bite you in the ass if you don't show it the proper respect."",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+hale_s_ales_3-amber_ale,0,0,244755267584,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,52,1
+golden_valley_brewery_and_pub-geist_bock,0,0,244610826241,"{""name"":""Geist Bock"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_valley_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""This is one of our rare lagers brewed in the style of the German Heiliges Geist Bock, or Holy Ghost Bock. The name refers to the lighter nature of the beer as opposed to the darker and heavier Doppel Bock and Mai Bock also brewed during the spring in Germany. There is a rich malt flavor, a firm German style lager head, and a clean lagered finish to this beer.  Available on draft or in 12 oz. bottles."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,10,1
+brasserie_duyck,0,0,244494565376,"{""name"":""Brasserie Duyck"",""city"":""Jenlain"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.27.49.70.03"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""113, rte Nationale""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.3089,""lon"":3.6285}}",1,49,1
+courage_brewery-john_courage_amber,0,0,244478836736,"{""name"":""John Courage Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""courage_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+boulder_beer_company-obovoid_empirical_stout,0,0,244379746306,"{""name"":""Obovoid Empirical Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,57,1
+ronald_mengerink,0,0,244980908033,"{""name"":""ronald mengerink"",""city"":""baarle-hertog"",""state"":"""",""code"":""2387"",""country"":""Belgium"",""phone"":""0032 14699800"",""website"":""http://www.dedochtervandekorenaar.be"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""pastoor de katerstraat 24""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.4421,""lon"":4.9232}}",1,1,1
+denver_chophouse_and_brewery-nut_brown_ale,0,0,244630880256,"{""name"":""Nut Brown Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+great_divide_brewing,0,0,244738359297,"{""name"":""Great Divide Brewing"",""city"":""Denver"",""state"":""Colorado"",""code"":""80205"",""country"":""United States"",""phone"":""1-303-296-9460"",""website"":""http://www.greatdivide.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Since 1994, Great Divide has brewed the most balanced yet assertive and flavorful beers possible.  This commitment has not gone unrewarded  Great Divide has racked up 12 Great American Beer Festival Medals and four World Beer Cup awards, and was recently honored as the 23rd Best Brewer in the World in Ratebeer.com's World's Top 100 Brewers, (2007). See for yourself what the excitement is about  and then introduce your friends to the new frontier of beer. --http://www.greatdivide.com"",""address"":[""2201 Arapahoe Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7539,""lon"":-104.989}}",1,11,1
+stillwater_artisanal_ales-stateside_saison,0,0,245117812737,"{""name"":""Stateside Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stillwater_artisanal_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An 'American Farmhouse Ale.' It's a Belgian-inspired brew that uses a combination of European malts, hops from New New Zealand and the United States.. and a classic farmhouse yeast to achieve a fruity, yet spicy, melange of flavors and aroma."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,46,1
+st_john_brewers-tropical_mango,0,0,245115191297,"{""name"":""Tropical Mango"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_john_brewers"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship beer that embodies the uniqueness and character of the Caribbean. Subtle malt notes start this beer off and it finishes with just the right amount of hops for balance.\r\n\r\nTropical Mango Pale Ale is a light pale ale with a mango fruit essence that is one of a kind taste. No matter where you are enjoying one it will bring you to a Caribbean state of mind."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+brasserie_des_vosges,0,0,244371423232,"{""name"":""Brasserie des Vosges"",""city"":""Dommartin les Remiremont"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.29.22.11.36"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""680 rue de la Brasserie""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":48.0028,""lon"":6.6583}}",1,34,1
+brewery_ommegang-obamagang_inauguration_ale,0,0,244488404993,"{""name"":""Obamagang Inauguration Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_ommegang"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+cigar_city_brewing,0,0,244489519106,"{""name"":""Cigar City Brewing"",""city"":""Tampa"",""state"":""Florida"",""code"":""33607"",""country"":""United States"",""phone"":""813-348-6363 ext 206"",""website"":""http://cigarcitybeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3924 West Spruce Street Suite A""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":27.9587,""lon"":-82.5093}}",1,37,1
+left_coast_brewing,0,0,244737310720,"{""name"":""Left Coast Brewing"",""city"":""San Clemente"",""state"":""California"",""code"":""92673"",""country"":""United States"",""phone"":""1-949-361-9972"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1245 Puerta del Sol""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.4577,""lon"":-117.589}}",1,8,1
+iron_city_brewing_co,0,0,244736720897,"{""name"":""Iron City Brewing Co."",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":""15201"",""country"":""United States"",""phone"":""412-682-7400"",""website"":""http://www.ironcitybrewingcompany.com/Default.aspx"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Iron City Brewing Company is Pittsburgh born and brewed. We've been a Pittsburgh tradition since 1861. That was the year a German immigrant by the name of Edward Frauenheim founded Iron City Brewery and began a legacy of producing quality beers and lagers in the city of Pittsburgh. Today, the new Iron City Brewing Company is poised to carry on a tradition that is synonymous with pride, innovation and the Western Pennsylvania region. The new Iron City Brewing Company is committed to its employees, its customers, and the community. We have an experienced team with deep resources that is dedicated to making Iron City Brewing Company a successful brewery that the region can be proud to call its own."",""address"":[""3340 Liberty Ave.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.461,""lon"":-79.9653}}",1,7,1
+fifty_fifty_brewing_co-base_camp_golden_ale,0,0,244612726784,"{""name"":""Base Camp Golden Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The lightest of FiftyFifty's ales, Base Camp is a thirst quenching delight. Pale straw to light gold in color, this beer has a mild malt flavor combined with light bitterness and hop flavor. This beer finishes dry and is very light and refreshing on the palate. Base Camp is a \""session beer\"", meaning you can easily toss back a few in one sitting. So go ahead, pull up a chair and camp out for awhile."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,14,1
+dogfish_head_craft_brewery-lawnmower,0,0,244631601152,"{""name"":""Lawnmower"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Lawnmower is our intro for those who need a little help jumping feet first into the crazy world that is Dogfish Head beer.\r\n\r\nIt's a starter beer, but it's not dumbed down. Lawnmower is made with quality ingredients and is a great thirst quencher - perfect to enjoy after a day in the sun mowing the lawn (or anything else that gets you hot and bothered)!\r\n\r\nDraft-Only, Limited Distribution"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+oyster_bar_bistro_and_brewery-belgian_style_wit,0,0,244858224641,"{""name"":""Belgian Style Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oyster_bar_bistro_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+otto_s_pub_and_brewery-mount_hill_pale_ale,0,0,244876771329,"{""name"":""Mount Hill Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An English pale ale brewed by Otto's for the Mount Hill Tavern in Harrisburg Pennsylvania."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,48,1
+pokka_beer_works,0,0,244980514818,"{""name"":""Pokka Beer Works"",""city"":""Nagoya"",""state"":""Chubu"",""code"":"""",""country"":""Japan"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.1814,""lon"":136.906}}",1,0,1
+high_falls_brewing-honey_brown,0,0,244756840451,"{""name"":""Honey Brown"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Brewer's Website:\r\nThe Dundee family began with Honey Brown Lager in the early 1990's during the height of the craft brewing resurgence. Introduced by then brewery head Jack \""JW\"" Wehle, Honey Brown was a full bodied lager brewed with natural honey provided by Wixon's Farm in the Finger Lakes town of Dundee, New York. The brand was an overwhelming success that defied definition as a style and grew to tremendous acclaim, garnering several medals at the World Beer Cup and the Great American Beer Festival."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+brasserie_thiriez,0,0,244495286272,"{""name"":""Brasserie Thiriez"",""city"":""Esquelbecq"",""state"":"""",""code"":"""",""country"":""France"",""phone"":""33-03.28.62.88.44"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""22 rue Wormhout""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.8851,""lon"":2.4329}}",1,50,1
+element_brewing_company-dark_element,0,0,244613513218,"{""name"":""Dark Element"",""abv"":8.75,""ibu"":65.5,""srm"":22.0,""upc"":2147483647,""type"":""beer"",""brewery_id"":""element_brewing_company"",""updated"":""2011-04-18 05:25:23"",""description"":""American Black Ale. Aromas of an American IPA, dark toffee and chocolate flavors without roasted bitterness."",""style"":""Specialty Beer"",""category"":""Other Style""}",1,17,1
+frederic_robinson_ltd-northern_glory_premium_ale,0,0,244623474689,"{""name"":""Northern Glory Premium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frederic_robinson_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+miller_brewing-miller_lite,0,0,244858814466,"{""name"":""Miller Lite"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our flagship brand, Miller Lite, is the great tasting, less filling beer that defined the American light beer category in 1975. We deliver a clear, simple message to consumers: \""Miller Lite is the better beer choice.\"" What's our proof? \r\n1) Miller Lite is the original light beer. \r\n2) Miller Lite has real beer taste because it's never watered down. \r\n3) Miller Lite is the only beer to win four gold awards in the World Beer Cup for best American-style light lager. (2006, 2002, 1998, 1996) \r\n4) Miller Lite has half the carbs of Bud Light and fewer calories*. \""Miller Lite. Good Call.\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,4,1
+orkney_brewery-red_macgregor,0,0,244859863042,"{""name"":""Red MacGregor"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orkney_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Red Macgregor is a unique beer: delicate and sophisticated yet the robust cask conditioned version of this beer was the first Scottish beer to win the BIIA World Cask Beer Gold Medal.\r\n\r\nOn the nose, this ruby-red beer is delicate, floral and fruity, with notes of violets, cherries, toffee and caramel. \r\n\r\nOn the palate, the fruits combine with a juicy malt character and hints of toasted malt, with a biscuit malt and spicy hop finish."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,6,1
+dragonmead_microbrewery-nagelweiss,0,0,244629504000,"{""name"":""Nagelweiss"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This German style wheat beer contains about 50% malted wheat and is balanced with Hallertau hops. This beer finishes low in gravity so the final taste is light on the palette and extremely drinkable. This is sure to be a favorite with first time and long time wheat beer drinkers."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,54,1
+southern_tier_brewing_co-hoppe_imperial_extra_pale_ale,0,0,245116174336,"{""name"":""Hoppe Imperial Extra Pale Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The simplicity of Hoppe tests the skill and ability of the brewer to create something truly majestic. We craft this much like a sculptor who uses only a hammer and chisel to shape stone into a masterpiece. Hoppe is spawned of these few essentials: barley, wheat, hops, yeast and water. This limited palette is an exercise in minimalism, with refined elements which are deliberately selected. This simple combination creates a golden shimmering brew infused with delicate aromas. The artful nature of this beer is exposed with the first taste. As the malt and hops create a composition of flavors, an elegant finish leaves an impression that your tastes will not soon forget."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,42,1
+f_x_matt_brewing-saranac_winter_wassail,0,0,244613185537,"{""name"":""Saranac Winter Wassail"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""At the heart of Saranac Winter Wassail is a classic English ale brewed with English Malt & Fuggles Hops. Look for hits of cinnamon, nutmeg, orange and allspice. Cheers to the holiday season!"",""style"":""Winter Warmer"",""category"":""Other Style""}",1,16,1
+humboldt_brewing-hemp_ale,0,0,244740259840,"{""name"":""Hemp Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+great_divide_brewing-hades,0,0,244739276800,"{""name"":""Hades"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Hades is a Belgian-style strong golden ale brewed with a rare Belgian yeast strain that gives the beer a distinctive spicy flavor and aroma. Noticeable hops and medium malt character make it an extremely well-balanced, crisp ale."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,13,1
+new_glarus_brewing_company-wisconsin_belgian_red_brand,0,0,244873560067,"{""name"":""Wisconsin Belgian Red Brand"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+thomas_creek_brewery,0,0,245118205952,"{""name"":""Thomas Creek Brewery"",""city"":""Greenville"",""state"":""South Carolina"",""code"":""29605"",""country"":""United States"",""phone"":""1-864-605-1166"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2054 Piedmont Highway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":34.7968,""lon"":-82.4245}}",1,47,1
+c_h_evans_brewing_company,0,0,244487159808,"{""name"":""C.H. Evans Brewing Company"",""city"":""Albany"",""state"":""New York"",""code"":""12207"",""country"":""United States"",""phone"":""(518) 447-9000"",""website"":""http://www.evansale.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""19 Quackenbush Square""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.6542,""lon"":-73.7481}}",1,31,1
+gold_crown_brewing,0,0,244623081472,"{""name"":""Gold Crown Brewing"",""city"":""Waterloo"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-519-886-2071"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""71 King Street North""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.4676,""lon"":-80.5231}}",1,38,1
+krogh_s_restaurant_and_brewpub-brogen_meadow_pale_ale,0,0,244737703938,"{""name"":""Brogen Meadow Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+flying_dog_brewery-raging_bitch_belgian_ipa,0,0,244620525570,"{""name"":""Raging Bitch Belgian IPA"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""“Two inflammatory words... one wild drink. Nectar imprisoned in a bottle. Let it out. It is cruel to keep a wild animal locked up. Uncap it. Release it....stand back!! Wallow in its golden glow in a glass beneath a white foaming head. Remember, enjoying a RAGING BITCH, unleashed, untamed, unbridled- and in heat- is pure GONZO!! It has taken 20 years to get from there to here. Enjoy!”"",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,33,1
+shepherd_neame-master_brew_bitter,0,0,244998930432,"{""name"":""Master Brew Bitter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shepherd_neame"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+boulder_beer_company-planet_porter_boulder_porter,0,0,244364214272,"{""name"":""Planet Porter / Boulder Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulder_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+spanish_peaks_brewing-winter_cheer,0,0,245116567552,"{""name"":""Winter Cheer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spanish_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,43,1
+barley_s_brewing_1,0,0,244363624450,"{""name"":""Barley's Brewing #1"",""city"":""Columbus"",""state"":""Ohio"",""code"":""43215"",""country"":""United States"",""phone"":""1-614-228-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""467 North High Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9719,""lon"":-83.0027}}",1,18,1
+iron_hill_brewery_newark,0,0,244745764864,"{""name"":""Iron Hill Brewery - Newark"",""city"":""Newark"",""state"":""Delaware"",""code"":""19711"",""country"":""United States"",""phone"":""1-302-266-9000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""147 East Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.6834,""lon"":-75.7467}}",1,28,1
+pacific_rim_brewing-castaway_barley_wine_winter_ale,0,0,244982153216,"{""name"":""Castaway Barley Wine Winter Ale"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+schloss_eggenberg,0,0,244981760000,"{""name"":""Schloss Eggenberg"",""city"":""Vorchdorf"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-76-14/63-45-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Eggenberg 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.9904,""lon"":13.9238}}",1,3,1
+folx_les_caves,0,0,244629962754,"{""name"":""Folx-les-Caves"",""city"":""Jauche"",""state"":""Brabant Wallon"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""B-1350 Jauche""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.6818,""lon"":4.9547}}",1,55,1
+hannen_brauerei-hannen_alt,0,0,244755333120,"{""name"":""Hannen Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hannen_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""Classic German Alt"",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,52,1
+gordon_biersch_brewing-schwarzbier,0,0,244610891776,"{""name"":""Schwarzbier"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,10,1
+brasserie_la_binchoise-blonde_tradition,0,0,244494565377,"{""name"":""Blonde Tradition"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_binchoise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+de_leyerth_brouwerijen-urthel_vlaemse_bock,0,0,244611350528,"{""name"":""Urthel Vlaemse Bock"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_leyerth_brouwerijen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+boulevard_brewing_company-double_wide_i_p_a,0,0,244379746307,"{""name"":""Double Wide I.P.A."",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""boulevard_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Double-Wide I.P.A. uses Zeus and Magnum hops for both bittering and aroma, with Ahtanum hops added solely for aroma. Two additional dry hopping regimens employ Ahtanum, Centennial, and Chinook varietals. The resulting beer – not surprisingly – has a hop forward aroma, redolent of peach and apricot. The assertive flavor bursts forth with citrus notes of blood orange and lemon, a caramel malt backbone serves to balance the intensity of the hops. There is little restraint in the flavor of this beer; it is certainly not for the pedestrian palate."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+sacramento_brewing_company-abbey_extra,0,0,244980908034,"{""name"":""Abbey Extra"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,1,1
+dragonmead_microbrewery-willy_s_oompa_loompa,0,0,244630945792,"{""name"":""Willy's Oompa-Loompa"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dragonmead_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Little more can be said about this beer than these two words: Chocolate and Stout. This brew fills the palate with slightly sweet, super chocolate, malty flavor.""}",1,58,1
+gulpener_bierbrouwerij-mestreechs_aajt,0,0,244738424832,"{""name"":""Mestreechs Aajt"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gulpener_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+terrapin_beer_company-rye_squared,0,0,245117812738,"{""name"":""Rye Squared"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Double the malt, double the hops, and double the flavor of the original Rye Pale Ale recipe. (Hence the name Rye Squared.) With its mammoth hop aroma, bitterness and flavor, this beer is not for the faint at heart. The Rye Squared clocks in at a hefty 9.5% ABV so double your pleasure and double your fun because Terrapin went a little crazy with this one!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,46,1
+st_peter_s_brewery,0,0,245115256832,"{""name"":""St Peter's Brewery"",""city"":""Bungay"",""state"":""Suffolk"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01986)-782322"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""St Peter's Hall""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.7282,""lon"":-76.5836}}",1,40,1
+brasserie_ellezelloise-hercule_stout,0,0,244488011776,"{""name"":""Hercule Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_ellezelloise"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+broad_ripple_brewing-lawnmower_pale_ale,0,0,244488470528,"{""name"":""Lawnmower Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""broad_ripple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+columbus_brewing_company-summer_teeth,0,0,244489584640,"{""name"":""Summer Teeth"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""columbus_brewing_company"",""updated"":""2011-03-08 12:22:14"",""description"":""This traditional Bavarian-style kellerbier originated from the small artisanal breweries of Franconia, where it is still a favorite in the local beer gardens.  Ours is served unfiltered with a crisp, smooth finish that taste like sunshine. "",""style"":""Kellerbier - Ale"",""category"":""German Ale""}",1,37,1
+live_oak_brewing-live_oak_pilz,0,0,244860518400,"{""name"":""Live Oak Pilz"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Crisp, clean, and refreshing, this pilsner is styled after the original Bohemian classic from the town of Pizen, Czech Republic, Pilz is a golden-colored brew that balances a pleasant hoppiness with its smooth malt flavor. It finishes dry with a moderate bitterness that is a hallmark of the style."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,8,1
+jacob_leinenkugel_brewing_company-original,0,0,244736720898,"{""name"":""Original"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,7,1
+gottberg_brew_pub-steinworthy_oktoberfest,0,0,244612726785,"{""name"":""Steinworthy Oktoberfest"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,14,1
+egan_brewing-irish_stout,0,0,244631601153,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+oyster_bar_bistro_and_brewery,0,0,244858224642,"{""name"":""Oyster Bar Bistro and Brewery"",""city"":""Fort Wayne"",""state"":""Indiana"",""code"":""46825"",""country"":""United States"",""phone"":""1-260-490-6755"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.1475,""lon"":-85.1168}}",1,2,1
+paulaner-original_munich_premium_lager,0,0,245000306688,"{""name"":""Original Munich Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+pumphouse_brewery_restaurant-four_alarm_alt,0,0,244980514819,"{""name"":""Four Alarm Alt"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pumphouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,0,1
+hirschbru_privatbrauerei_hss-doppel_hirsch_bavarian_doppelbock,0,0,244756905984,"{""name"":""Doppel-Hirsch Bavarian-Doppelbock"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hirschbru_privatbrauerei_hss"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,56,1
+brauerei_fssla-weizla_hell,0,0,244495351808,"{""name"":""Weizla Hell"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_fssla"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,50,1
+ellicott_mills_brewing-alpenhof_baltic_porter,0,0,244613578752,"{""name"":""Alpenhof Baltic Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ellicott_mills_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,17,1
+fuller_smith_turner_pbc-refreshing_summer_ale,0,0,244623474690,"{""name"":""Refreshing Summer Ale"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+minocqua_brewing_company-nut_brown_ale,0,0,244858880000,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Perhaps the most ancient style of beer, our brown ale is robust with a hint of nut flavor. With definable malt characteristics, this dark ale is sure to please any beer enthusiast’s palate."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,4,1
+ostankinskij_pivovarennij_zavod,0,0,244859928576,"{""name"":""Ostankinskij Pivovarennij Zavod"",""city"":""Moskva"",""state"":""Moskva"",""code"":"""",""country"":""Russia"",""phone"":""7-(095)-979-32-36"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ogorodnyj Pr. 20""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":55.7558,""lon"":37.6176}}",1,6,1
+egan_brewing-the_lonely_guy_india_pale_ale,0,0,244629504001,"{""name"":""The Lonely Guy India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+sprecher_brewing-sprecher_doppelbock,0,0,245116174337,"{""name"":""Sprecher Doppelbock"",""abv"":7.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark lager was originally brewed as liquid bread to sustain Bavarian monks while fasting. Its sweet complex malt character comes from brewing with many varieties of dark roasted caramel malts and long periods of cold storage (6 months)."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,42,1
+faultline_brewing_1-pale_ale,0,0,244613251072,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+humboldt_brewing-red_nectar,0,0,244740259841,"{""name"":""Red Nectar"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,15,1
+great_waters_brewing_company-honey_wheat,0,0,244739276801,"{""name"":""Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+niagara_falls_brewing-kriek,0,0,244873625600,"{""name"":""Kriek"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+thunderhead_brewery-amber_ale,0,0,245118205953,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,47,1
+capital_brewery-capital_brown_ale,0,0,244487159809,"{""name"":""Capital Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,31,1
+goose_island_beer_company_clybourn-hex_nut_brown_ale,0,0,244623081473,"{""name"":""Hex Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,38,1
+kulmbacher_brauerei_ag-kapuziner_schwarz_weizen,0,0,244737703939,"{""name"":""Kapuziner Schwarz-Weizen"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+foster_s_australia_ltd-foster_s_premium_ale,0,0,244620591104,"{""name"":""Foster's Premium Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""foster_s_australia_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,33,1
+sherlock_s_home,0,0,244998930433,"{""name"":""Sherlock's Home"",""city"":""Minnetonka"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.9133,""lon"":-93.5033}}",1,44,1
+brasserie_dupont-foret_saison,0,0,244364214273,"{""name"":""Foret Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-classic_pale_ale,0,0,245116567553,"{""name"":""Classic Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,43,1
+beck_s,0,0,244363689984,"{""name"":""Beck's"",""city"":"""",""state"":"""",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":""http://www.becks.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,18,1
+jacob_leinenkugel_brewing_company-leinenkugel_s_honey_weiss,0,0,244745764865,"{""name"":""Leinenkugel's Honey Weiss"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Select Pale and Wheat Malt, Cluster hops and a hint of Wisconsin honey give this unique refresher a clean, crisp, slightly sweet taste."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+pike_pub_and_brewery-kilt_lifter_scotch_ale,0,0,244982218752,"{""name"":""Kilt Lifter Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,5,1
+shaftebury_brewing,0,0,244981760001,"{""name"":""Shaftebury Brewing"",""city"":""Delta"",""state"":""British Columbia"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":49.1487,""lon"":-122.912}}",1,3,1
+front_street_brewery-bucktown_stout,0,0,244630028288,"{""name"":""Bucktown Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""front_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+harbor_city_brewing-full_tilt_ipa,0,0,244755398656,"{""name"":""Full Tilt IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harbor_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,52,1
+gray_brewing-classic_american_pale_ale,0,0,244737900544,"{""name"":""Classic American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+brasserie_la_choulette-blonde,0,0,244494630912,"{""name"":""Blonde"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_choulette"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+de_struise_brouwers-witte,0,0,244611416064,"{""name"":""Witte"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_struise_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+brasserie_dupont-moinette_brune,0,0,244498169856,"{""name"":""Moinette Brune"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_dupont"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+santa_cruz_brewing-pacific_porter,0,0,244980908035,"{""name"":""Pacific Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_cruz_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,1,1
+egan_brewing-cow_palace_scotch_ale_1998,0,0,244630945793,"{""name"":""Cow Palace Scotch Ale 1998"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,58,1
+half_acre_beer_company,0,0,244738490368,"{""name"":""Half Acre Beer Company"",""city"":""Chicago"",""state"":""IL"",""code"":""60618"",""country"":""United States"",""phone"":"""",""website"":""http://inyourguts.blogspot.com/"",""type"":""brewery"",""updated"":""2010-11-14 11:17:07"",""description"":"""",""address"":[""4257 North Lincoln Avenue""]}",1,11,1
+terrapin_beer_company-terrapin_monk_s_revenge,0,0,245117878272,"{""name"":""Terrapin Monk's Revenge"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian IPA has a malt bill of a Belgian Tripel and a hop bill of a Double IPA. The yeast I chose for this beer comes from one of the 7 Trappist breweries.\r\n\r\nBelieve it or not, this is the first time in my professional brewing career that I have used dextrose (corn syrup) in a Terrapin brew. True to style no doubt.\r\n\r\n“Monk’s Revenge” (otherwise known as the “Big Nasty”) has all the flavor and aroma of a Double IPA while hidden beneath lies the malt character of a fine Belgian Tripel.\r\n\r\nI hope you enjoy my interpretation of this very fun style."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,46,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-bull_town_brown,0,0,245115256833,"{""name"":""Bull Town Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,40,1
+brewery_at_martha_s_vineyard,0,0,244488077312,"{""name"":""Brewery at Martha's Vineyard"",""city"":""Oak Bluffs"",""state"":""Massachusetts"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.4548,""lon"":-70.565}}",1,34,1
+brouwerij_de_ranke,0,0,244488470529,"{""name"":""Brouwerij De Ranke"",""city"":""Wevelgem"",""state"":""West-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-056-41-82-41"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brugsstraat 43""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8105,""lon"":3.1857}}",1,35,1
+copper_eagle_brewing-red_rooster_pale_ale,0,0,244489584641,"{""name"":""Red Rooster Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_eagle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+malt_shovel_brewery,0,0,244860518401,"{""name"":""Malt Shovel Brewery"",""city"":""Camperdown"",""state"":""New South Wales"",""code"":"""",""country"":""Australia"",""phone"":""61-(02)-9519-3579"",""website"":""http://www.maltshovel.com.au/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""99 Pyrmont Bridge Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":-33.8867,""lon"":151.174}}",1,8,1
+kelmer_s_brewhouse,0,0,244736786432,"{""name"":""Kelmer's Brewhouse"",""city"":""Santa Rosa"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.4405,""lon"":-122.714}}",1,7,1
+govnor_s_public_house,0,0,244739604480,"{""name"":""Govnor's Public House"",""city"":""Lake In The Hills"",""state"":""Illinois"",""code"":""60156"",""country"":""United States"",""phone"":""1-847-658-4700"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""220 North Randall Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1779,""lon"":-88.3377}}",1,14,1
+elk_creek_cafe_and_aleworks-great_blue_heron_pale_ale,0,0,244631601154,"{""name"":""Great Blue Heron Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_creek_cafe_and_aleworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Much like the local icon it is named for, our version of American Pale Ale has a bold character. We add a healthy dose of hops in both the kettle and the finishing tank."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+pacific_coast_brewing-holiday_scottish_strong_ale,0,0,244981039104,"{""name"":""Holiday Scottish Strong Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,2,1
+paulaner-salvator,0,0,245000372224,"{""name"":""Salvator"",""abv"":7.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":""Paulaner Salvator, with its strong, typically malty flavour, is what you could call the \""original\"" Paulaner. The bottom-fermented \""Doppelbock\"" beer combines the finest hops and dark barley malt. The Paulaner monks used to drink Salvator as a food substitute during Lent. The most famous master brewer was Frater Barnabas, who took over the Paulaner monastery brewery in 1773. His original recipe remains practically unchanged to this day. In order to preserve the original, Paulaner registered the name \""Salvator\"" with the patent office in 1896.\r\n\r\nSalvator:\r\n18.3% original wort; 7.9% alcohol; 70.6 kcal/100 ml"",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,48,1
+rahr_sons_brewing_company-ugly_pug,0,0,244980580352,"{""name"":""Ugly Pug"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ugly Pug is a schwarzbier, or black lager. But the real story is its name. Fritz saw his mother-in-law’s pug, Oscar, lounging in a chair and he (Fritz) shouted, “What an ugly pug!” Everyone laughed. Your’re right – they were drinking a test batch that night."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,0,1
+hoptown_brewing-golden_ale,0,0,244756905985,"{""name"":""Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoptown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+brauhaus_johann_albrecht_dsseldorf-messing,0,0,244495482880,"{""name"":""Messing"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_johann_albrecht_dsseldorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+elliott_bay_brewery_and_pub-ipa,0,0,244613578753,"{""name"":""IPA"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elliott_bay_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+gordon_biersch_brewing-maibock,0,0,244623540224,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,39,1
+molson_breweries_of_canada-full_moon_winter_ale,0,0,244858880001,"{""name"":""Full Moon Winter Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":""This full-bodied ale is brewed with roasted malts and a hint of Dark Belgian sugar for a perfectly balanced taste."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,4,1
+pacific_beach_brewhouse,0,0,244859928577,"{""name"":""Pacific Beach Brewhouse"",""city"":""Pacific Beach"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.7978,""lon"":-117.24}}",1,6,1
+emery_pub-porter,0,0,244629569536,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emery_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+staatliches_hofbrauhaus_in_munchen-munchner_kindl_weissbier_munchner_weisse,0,0,245116239872,"{""name"":""Münchner Kindl Weissbier / Münchner Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""staatliches_hofbrauhaus_in_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,42,1
+firehouse_brewing-brown_cow_ale,0,0,244613251073,"{""name"":""Brown Cow Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,16,1
+independence_brew_pub-ipa,0,0,244740259842,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+green_flash_brewing-le_freak_belgian_style_ipa,0,0,244739342336,"{""name"":""Le Freak Belgian Style IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Extreme ale converging San Diego-style imperial pale ale and Belgian-style trippel."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,13,1
+nor_wester_brewery_and_public_house,0,0,244873625601,"{""name"":""Nor'Wester Brewery and Public House"",""city"":""Portland"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.5235,""lon"":-122.676}}",1,41,1
+thunderhead_brewery-eigenberg_smoked_porter,0,0,245118271488,"{""name"":""Eigenberg Smoked Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+capital_brewery-capital_island_wheat,0,0,244487225344,"{""name"":""Capital Island Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,31,1
+govnor_s_public_house-fomharfest,0,0,244623147008,"{""name"":""Fomharfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,38,1
+lakefront_brewery-white,0,0,244737769472,"{""name"":""White"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+fox_river_brewing_1-caber_tossing_scottish_ale,0,0,244620591105,"{""name"":""Caber Tossing Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+sierra_nevada_brewing_co-bigfoot_2000,0,0,244998930434,"{""name"":""Bigfoot 2000"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+brasserie_fantme-strange_ghost,0,0,244481458176,"{""name"":""Strange Ghost"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_fantme"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-honey_wheat,0,0,245116567554,"{""name"":""Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,43,1
+big_ridge_brewing-clover_pale_ale,0,0,244363689985,"{""name"":""Clover Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""big_ridge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+jennings_brewery,0,0,244745764866,"{""name"":""Jennings Brewery"",""city"":""Cockermouth"",""state"":""Cumbria"",""code"":""CA13 9NE"",""country"":""United Kingdom"",""phone"":""0845 1297185"",""website"":""http://www.jenningsbrewery.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Castle Brewery""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":54.6649,""lon"":-3.3634}}",1,28,1
+pivara_skopje-skopsko,0,0,244982284288,"{""name"":""Skopsko"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivara_skopje"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+silverado_brewing-impale_ale,0,0,244981825536,"{""name"":""Impale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""silverado_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,3,1
+gilde_brauerei,0,0,244630028289,"{""name"":""Gilde Brauerei"",""city"":""Hannover"",""state"":""Niedersachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)511-/-9808-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hildesheimer Strae 132""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":52.3544,""lon"":9.7532}}",1,55,1
+harpoon_brewery_windsor,0,0,244755398657,"{""name"":""Harpoon Brewery - Windsor"",""city"":""Windsor"",""state"":""Vermont"",""code"":""5089"",""country"":""United States"",""phone"":""1-802-674-5491"",""website"":""http://www.harpoonbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We started the Harpoon Brewery in 1986 because, like today, we loved beer and wanted more good choices.  While traveling in Europe after college, we drank many wonderfully diverse, fresh, local beers.  We also saw firsthand how important local breweries were to their communities.  After our travels, we asked each other, why not bring great beer and that sense of community to New England?  That was the genesis of the Harpoon Brewery.  Twenty years later we still revel in making great beer and sharing that joy with our friends and neighbors.  The success that we have had running Harpoon is due entirely to the wonderful employees who brew, package, warehouse, sell, deliver, and market our beer and you, the people who drink Harpoon.  We hope that our sense of gratitude is reflected in both the quality of the beer and the spirit of fun and enjoyment surrounding our beer and breweries."",""address"":[""336 Ruth Carney Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.513,""lon"":-72.4015}}",1,52,1
+half_moon_bay_brewing-sandy_beach_blonde_hefeweizen,0,0,244737966080,"{""name"":""Sandy Beach Blonde Hefeweizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,10,1
+brasserie_la_choulette-les_sans_culottes,0,0,244494827520,"{""name"":""Les Sans Culottes"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_choulette"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+delafield_brewhaus-hopfenstange_pils,0,0,244611416065,"{""name"":""Hopfenstange Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+brew_makers,0,0,244498169857,"{""name"":""Brew Makers"",""city"":""Mountain View"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.3861,""lon"":-122.084}}",1,57,1
+schlobrauerei_reckendorf-dunkel,0,0,244980908036,"{""name"":""Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlobrauerei_reckendorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+empyrean_brewing_company-chaco_canyon_honey_gold,0,0,244630945794,"{""name"":""Chaco Canyon Honey Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+half_pints_brewing_company,0,0,244738490369,"{""name"":""Half Pints Brewing Company"",""city"":""Winnipeg"",""state"":""Manitoba"",""code"":"""",""country"":""Canada"",""phone"":"""",""website"":""http://www.halfpintsbrewing.com"",""type"":""brewery"",""updated"":""2010-12-13 19:30:01"",""description"":"""",""address"":[""550 Roseberry Street""]}",1,11,1
+the_church_brew_works-millennium_trippel,0,0,245117878273,"{""name"":""Millennium Trippel"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian Trippel is a very special type of beer. A Belgian Trippel could be called the beer version of a Champagne. It is very light in color and highly carbonated giving an appearance similar to Champagne. The flavor is somewhat sweet and malty as well as strong."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,46,1
+stieglbrauerei_zu_salzburg_gmbh,0,0,245115322368,"{""name"":""Stieglbrauerei zu Salzburg GmbH"",""city"":""Salzburg"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-662-/-83-87-0"",""website"":""http://www.stieglbrauerei.at/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kendlerstraße 1""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.8005,""lon"":13.0444}}",1,40,1
+brewmasters_restaurant_and_brewery_south-olde_st_nick,0,0,244488142848,"{""name"":""Olde St.Nick"",""abv"":9.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewmasters_restaurant_and_brewery_south"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+brouwerij_girardin-gueuze_1882,0,0,244488470530,"{""name"":""Gueuze 1882"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_girardin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,35,1
+copper_kettle_brewery-eislin_dubbel,0,0,244489584642,"{""name"":""Eislin Dubbel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""copper_kettle_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Dubbel is a nice brown creamy sweet, malty and strong ale. It is a traditional Belgian dubbel ale with a secondary fermentation. This complex ale has many flavor characteristics. At 8% abv you will notice a slight alcohol warmth at the finish ."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,37,1
+mccashin_s_brewery_malthouse,0,0,244860518402,"{""name"":""McCashin's Brewery & Malthouse"",""city"":""Nelson"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""64-(03)-547-0526"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""660 Main Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.1989,""lon"":-98.0673}}",1,8,1
+klosterbrauerei_neuzelle-original_badebier_original_bathbeer_monastery_fun,0,0,244736786433,"{""name"":""Original Badebier / Original Bathbeer Monastery Fun"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_neuzelle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,7,1
+gray_brewing-autumn_ale,0,0,244739670016,"{""name"":""Autumn Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,14,1
+erie_brewing_company-presque_isle_pilsner,0,0,244631666688,"{""name"":""Presque Isle Pilsner"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Presque Isle and the bay it creates have played many significant roles in the history of Erie and our young nation. The US Government chose this location to build a fleet of ships during the war of 1812 because it formed the only protected harbor on Lake Erie. In 1813, during the battle of Lake Erie, Commodore Oliver Hazard Perry successfully defended Lake Erie against the British with ships that were built on Presque Isle Bay, making a significant mark on the pages of history. Presque Isle Pilsner, a tribute to history is a hand crafted pilsner that is \""A noble beer for Noble People.\"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,59,1
+pacific_rim_brewing,0,0,244981039105,"{""name"":""Pacific Rim Brewing"",""city"":""Seattle"",""state"":""Washington"",""code"":""98106"",""country"":""United States"",""phone"":""1-206-764-3844"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9832 14th Avenue SW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.5143,""lon"":-122.353}}",1,2,1
+pennichuck_brewing_company-fireman_s_pail_ale,0,0,245000372225,"{""name"":""Fireman's Pail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+rail_house_restaurant_and_brewpub-red,0,0,244980580353,"{""name"":""Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,0,1
+kalamazoo_brewing-two_hearted_ale,0,0,244756905986,"{""name"":""Two-Hearted Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kalamazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,56,1
+brewer_s_art,0,0,244495482881,"{""name"":""Brewer's Art"",""city"":""Baltimore"",""state"":""Maryland"",""code"":""21201"",""country"":""United States"",""phone"":""410-547-6925"",""website"":""http://www.belgianbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Set in a grand Mt. Vernon townhouse, The Brewer's Art offers many temptations for your palate. Our seasonally-influenced menu of European-style country fare features meats, fish, seafood, pasta, and vegetarian offerings.  Dinner is served daily between 5:30pm - 9:00pm (later on Thursdays, Fridays and Saturdays) and light fare is available from 4:00pm - 11:00pm. Our creative pastry chef prepares our homemade desserts. In addition to brewing our fine beers on the premises, we offer a carefully picked selection of beers and fine wines from around the world, and one of Baltimore's best selections of scotches and spirits."",""address"":[""1106 N. Charles St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.3028,""lon"":-76.6164}}",1,50,1
+elm_city_brewing_co-elm_city_schwarzbier,0,0,244613578754,"{""name"":""Elm City Schwarzbier"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elm_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,17,1
+gottberg_brew_pub-1916_irish_stout,0,0,244623540225,"{""name"":""1916 Irish Stout"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,39,1
+mordue_brewery,0,0,244858945536,"{""name"":""Mordue Brewery"",""city"":""Wallsend"",""state"":""Tyne and Wear"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0191)-2961879"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""21A Oak Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":55.0167,""lon"":-1.4925}}",1,4,1
+penn_brewery-penndemonium,0,0,244982611968,"{""name"":""PENNdemonium"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Introduced on May 1, 2007. Available May and June. Distributed throughout our network of wholesalers in draft and 22 oz. bottles."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,6,1
+english_ales_brewery-ironside_best,0,0,244629569537,"{""name"":""Ironside Best"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""english_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-rhubarb,0,0,245116239873,"{""name"":""Rhubarb"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,42,1
+founders_brewing,0,0,244613251074,"{""name"":""Founders Brewing"",""city"":""Grand Rapids"",""state"":""Michigan"",""code"":""49503"",""country"":""United States"",""phone"":""1-616-776-1195"",""website"":""http://www.foundersbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Founders Brewing Company, founded by Mike Stevens and Dave Engbers produced its first beer in November of 1997. Built out of a dream and a passion for home brewing, what started out as a hobby quickly became a thriving business.  As the years have passed, Founders has built its brewery on the exploration of recipe development and brewing techniques. We are not the standard micro-brewery, rather we have traveled a path that breaks from the standard craft-brewer. Carving a niche out of the craft industry, Founders Brewing Company has built its reputation on producing very unique beers. Our focus is to offer our wholesalers, retailers and consumers a product that stands alone on the shelf and offers a true drinking experience to our friends, the consumer.  As the years have passed, Founders has built its brewery on the exploration of recipe development and brewing techniques. We are not the standard micro-brewery, rather we have traveled a path that breaks from the standard craft-brewer. Carving a niche out of the craft industry, Founders Brewing Company has built its reputation on producing very unique beers. Our focus is to offer our wholesalers, retailers and consumers a product that stands alone on the shelf and offers a true drinking experience to our friends, the consumer."",""address"":[""235 Grandville Avenue SW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.9585,""lon"":-85.6735}}",1,16,1
+industrias_la_constancia_ilc,0,0,244740259843,"{""name"":""Industrias La Constancia ILC"",""city"":""San Salvador"",""state"":"""",""code"":"""",""country"":""El Salvador"",""phone"":""503-231-5444"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Avenida Independencia No.526""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":13.6998,""lon"":-89.1832}}",1,15,1
+green_mountain_beverage-woodchuck_amber_draft_cider,0,0,244739342337,"{""name"":""Woodchuck Amber Draft Cider"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mountain_beverage"",""updated"":""2010-07-22 20:00:20"",""description"":""Woodchuck Amber is the original Woodchuck Cider. It's made from a blend of apples and fermented with champagne yeast to produce a great tasting and refreshing alcoholic drink. It's available in 6-packs and 12-packs, as well as on draft."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,13,1
+onion_pub_brewery-pale_ale,0,0,244873625602,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""onion_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+thunderhead_brewery-honey_lager,0,0,245118271489,"{""name"":""Honey Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+carlsberg_bryggerierne,0,0,244487225345,"{""name"":""Carlsberg Bryggerierne"",""city"":""Kbenhavn"",""state"":"""",""code"":"""",""country"":""Denmark"",""phone"":""45-33-27-33-27"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Vesterflledvej 100""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":55.6667,""lon"":12.5393}}",1,31,1
+gray_brewing-classic_oatmeal_stout,0,0,244749238272,"{""name"":""Classic Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+lazy_magnolia_brewing_company,0,0,244737769473,"{""name"":""Lazy Magnolia Brewing Company"",""city"":""Kiln"",""state"":""Mississippi"",""code"":""39556"",""country"":""United States"",""phone"":""(228) 467-2727"",""website"":""http://www.lazymagnolia.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7030 Roscoe Turner Rd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.3764,""lon"":-89.4497}}",1,9,1
+fuller_smith_turner_pbc-vintage_ale_2008,0,0,244620656640,"{""name"":""Vintage Ale 2008"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":""I have crafted this very special ale from the finest Challenger and Northdown hops, Maris Otter malted barley, and of course, our unique yeast, to create a truly extraordinary limited edition brew.\r\n\r\nIndividually packed and numbered, this bottle is one of only one hundred and forty-five thousand produced."",""style"":""Old Ale"",""category"":""British Ale""}",1,33,1
+sly_fox_brewhouse_and_eatery_royersford-burns_scottish_ale,0,0,245116895232,"{""name"":""Burns Scottish Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+brasserie_la_binchoise-bruin_tradition_brune_tradition,0,0,244481523712,"{""name"":""Bruin Tradition / Brune Tradition"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_la_binchoise"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+stieglbrauerei_zu_salzburg_gmbh-weizengold_dunkel,0,0,245116633088,"{""name"":""Weizengold Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""Stiegl Weizengold. It has 12o original gravity; the choicest ingredients and a top fermentation process are responsible for the highest possible quality and an unmistakable flavor. It is brewed according to the classic wheat beer recipe: 60 % wheat malt and 40 % barley malt, top fermentation and in compliance with the Purity Law of 1516.  This dark wheat beer specialty is a natural and spicy beer brand.""}",1,43,1
+birra_moretti-la_rossa,0,0,244363689986,"{""name"":""La Rossa"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""birra_moretti"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,18,1
+keesmann_bru-bamberger_herren_pils,0,0,244745764867,"{""name"":""Bamberger Herren Pils"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keesmann_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+prairie_rock_brewing_elgin-vanilla_creme_ale,0,0,244982349824,"{""name"":""Vanilla Creme Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+slottskllans_bryggeri,0,0,245098676224,"{""name"":""Slottskllans Bryggeri"",""city"":""Uppsala"",""state"":"""",""code"":"""",""country"":""Sweden"",""phone"":""46-018-15-58-00"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mrstagatan 10-12""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":59.8544,""lon"":17.6627}}",1,3,1
+goose_island_beer_company_clybourn-goose_island_midway_ipa,0,0,244630028290,"{""name"":""Goose Island Midway IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,55,1
+hochstiftliches_brauhaus_in_bayern-will_brau_ur_bock,0,0,244755398658,"{""name"":""Will-Bräu Ur-Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hochstiftliches_brauhaus_in_bayern"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,52,1
+harpoon_brewery_boston-glacier_harvest_09_wet_hop_100_barrel_series_28,0,0,244738031616,"{""name"":""Glacier Harvest '09 Wet Hop (100 Barrel Series #28)"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""For the 28th session of the Harpoon 100 Barrel Series, we’re celebrating this year’s hop harvest with Glacier Harvest Wet Hop beer, a pale ale made with fresh Glacier hops.\r\n \r\nWet hop beers are brewed using fresh, “wet” hops instead of traditional dried hops—hops contain about 60% moisture when they are first picked.\r\n\r\nTypically, when hops are picked they are quickly dried and refrigerated to increase shelf life and make them more consistent for brewing. Freshly picked wet hops, however, need to be used within hours of harvest or they will begin to degrade rapidly. Wet hops retain more of their natural aroma and volatile flavors that dissipate when dried. This gives wet hop beers a fresher hop flavor and aroma than that of beers hopped with processed hops.\r\nThis yields an immersed, intense hop flavor in the beer.\r\n\r\nHarpoon brewer Ray Dobens, creator of the beer, added a heroic dose of fresh hops the day of the harvest.The hop flavor and aroma from this copper-colored ale comes from a generous late addition of freshly harvested “wet” hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+brauhaus_sternen-huusbier_hell,0,0,244494827521,"{""name"":""Huusbier Hell"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauhaus_sternen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+diamond_knot_brewery_alehouse-hefe_weizen,0,0,244611416066,"{""name"":""Hefe-Weizen"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""diamond_knot_brewery_alehouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,12,1
+brewery_corsendonk-christmas_ale,0,0,244498235392,"{""name"":""Christmas Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_corsendonk"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+schooner_brewery-vail_pale_ale,0,0,244980908037,"{""name"":""Vail Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+empyrean_brewing_company-eccentric_ale,0,0,244631011328,"{""name"":""Eccentric Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+harvest_moon_brewery_cafe-golden_blonde,0,0,244738555904,"{""name"":""Golden Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvest_moon_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+unibroue-chambly_noire,0,0,245117878274,"{""name"":""Chambly Noire"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""The opaque blackness and beige-colored\r\nfoam mousse of Chambly Noire belie its light,\r\nrefreshing body and clean, long finish,\r\nfeaturing hints of roasted coffee beans, toast\r\nand toffee. \r\n\r\nWe recommend pairing it with grilled salmon,\r\nsteak or tuna au poivre, smoked meats,\r\ncoffee-crusted rack of lamb, or chocolate\r\nespresso flan."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,46,1
+stone_brewing_co,0,0,245115322369,"{""name"":""Stone Brewing Co."",""city"":""Escondido"",""state"":""California"",""code"":""92029"",""country"":""United States"",""phone"":""1-760-471-4999"",""website"":""http://www.stonebrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1999 Citracado Parkway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.1157,""lon"":-117.12}}",1,40,1
+bricktown_brewery-vanilla_berry_orange,0,0,244488142849,"{""name"":""Vanilla Berry Orange"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bricktown_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,34,1
+brouwerij_slaghmuylder-witkap_pater_singel_abbey_ale,0,0,244488470531,"{""name"":""Witkap-Pater Singel Abbey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_slaghmuylder"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+dc_brau,0,0,244622229504,"{""name"":""DC Brau"",""city"":""Washington"",""state"":""DC"",""code"":""20018"",""country"":""United States"",""phone"":"""",""website"":""http://www.dcbrau.com/"",""type"":""brewery"",""updated"":""2011-08-08 19:02:40"",""description"":""The first brewery to open in the nation's capital since Prohibition."",""address"":[""3178-B Bladensburg Rd. NE""]}",1,37,1
+mendocino_brewing_ukiah-talon,0,0,244860583936,"{""name"":""Talon"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_ukiah"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+klosterbrauerei_weltenburg-hefe_weizen_hell,0,0,244736851968,"{""name"":""Hefe-Weizen Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_weltenburg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+hacker_pschorr_bru-weisse,0,0,244739670017,"{""name"":""Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hacker_pschorr_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,14,1
+estes_park_brewery-staggering_elk,0,0,244631666689,"{""name"":""Staggering Elk"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+palm_breweries-palm_speciale,0,0,244981104640,"{""name"":""Palm Speciale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""palm_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Since 250 years Palm, a top-fermented amber beer, is brewed in the Belgian province of Brabant.  It has a soft, full and fruity taste.  It is only available in the Benelux.  In France it is known as \""Palm Belgique\"" with 6% alcohol percent."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,2,1
+pennichuck_brewing_company-halligan_ipa,0,0,245000437760,"{""name"":""Halligan IPA"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+rock_bottom_restaurant_brewery_south_denver,0,0,244980580354,"{""name"":""Rock Bottom Restaurant & Brewery - South Denver"",""city"":""Englewood"",""state"":""Colorado"",""code"":""80112"",""country"":""United States"",""phone"":""1-303-792-9090"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9627 East County Line Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.5678,""lon"":-104.874}}",1,0,1
+karl_strauss_brewery_gardens_sorrento_mesa-belgian_abbey_red,0,0,244756905987,"{""name"":""Belgian Abbey Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+brouwerij_de_landtsheer-malheur_brut_reserve,0,0,244495482882,"{""name"":""Malheur Brut Reserve"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_landtsheer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+empyrean_brewing_company-burning_skye_scottish_ale,0,0,244613644288,"{""name"":""Burning Skye Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+granville_island_brewing_company-kitsilano_maple_cream_ale,0,0,244750024704,"{""name"":""Kitsilano Maple Cream Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granville_island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+nogne_o_det_kompromisslose_bryggeri_a_s-god_jul_winter_ale,0,0,244858945537,"{""name"":""God Jul - Winter Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark ale brewed specially for the Christmas season, with a rich, complex taste of caramel. This is a strong, dark and rather sweet Christmas Beer – just the way we think a Christmas beer should be."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,4,1
+pivovar_starobrno-czech_premium_lager,0,0,244982677504,"{""name"":""Czech Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_starobrno"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+epic_brewing_company-epic_pale_ale,0,0,244629569538,"{""name"":""Epic Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""epic_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Supreme Champion Beer - New Zealand International Beer Awards"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+stone_city_brewing-artist_colony_ale,0,0,245116239874,"{""name"":""Artist Colony Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,42,1
+fuller_smith_turner_pbc-fuller_s_esb,0,0,244613316608,"{""name"":""Fuller's ESB"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fuller_smith_turner_pbc"",""updated"":""2010-07-22 20:00:20"",""description"":""ESB was launched into the Fuller's family in 1971, as a winter brew to replace a beer named Old Burton Extra. The potential of the beer was soon realised and ESB was installed as a permanent fixture, creating an immediate impact. \r\n\r\nNot only was it one of the strongest regularly brewed draught beers in the country (at 5.5% ABV), it was also one of the tastiest, and as the awareness of the beer grew, so did its popularity. ESB's reputation was soon enhanced after being named CAMRA's (Campaign for Real Ale) Beer of the Year in 1978, and the beer has not stopped winning since! \r\n\r\nWith three CAMRA Beer of the Year awards, two World Champion Beer awards, and numerous other gold medals to speak of, ESB is, quite simply, the Champion Ale."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,16,1
+ithaca_beer_company-nut_brown,0,0,244740325376,"{""name"":""Nut Brown"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The rich mahogany hue of the Nut Brown is the first thing you will notice. You'll find subtle hints of both chocolate and coffee. We delicately blend chocolate and caramel malts with four others to make this flavorful, easy drinking beer. The malt character will appeal to those looking for a moderately dark ale, but the smoothness is what will surprise all."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+grolsche_bierbrouwerij-grolsch_premium_pilsner,0,0,244739342338,"{""name"":""Grolsch Premium Pilsner"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grolsche_bierbrouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""The 'standard' Grolsch beer."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,13,1
+oyster_bar_bistro_and_brewery-pumpkin_ale,0,0,244873691136,"{""name"":""Pumpkin Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oyster_bar_bistro_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+titletown_brewing-railyard_ale,0,0,245118271490,"{""name"":""Railyard Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,47,1
+carolina_beer_company-cottonwood_endo_india_pale_ale,0,0,244487225346,"{""name"":""Cottonwood Endo India Pale Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carolina_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This brew is a favorite for those who love hops! This medium copper-colored ale is dry hopped for a strong hop nose with medium malt overtones and hint of caramel that blend for one great tasting beer!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,31,1
+great_dane_pub_and_brewing_1-raspberry_ale,0,0,244749238273,"{""name"":""Raspberry Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,38,1
+legacy_brewing_co-midnight_wit,0,0,244737769474,"{""name"":""Midnight Wit"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legacy_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Midnight Wit is a Belgian-style white ale with a medium body and spicy, citrus overtones. The texture is silky, creamy, and refreshingly delightful. Brewed with European Pilsner malt, unmalted wheat, a blend of 5 different spices and then fermented with a classic Belgian yeast strain. Our Brewmaster learned the art of brewing tantalizing and award-winning white beers during his time in Belgium and this beer shows it."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,9,1
+gaslight_brewery-bison_brown,0,0,244620656641,"{""name"":""Bison Brown"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,33,1
+smuttynose_brewing_co-shoals_pale_ale,0,0,245116960768,"{""name"":""Shoals Pale Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our interpretation of a classic English beer style is copper-colored, medium-bodied and highly hopped. Its flavor is delightfully complex: tangy fruit at the start, with an assertive hop crispness and a long malty palate that one well-known beer writer has compared to the flavor of freshly-baked bread."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+brauerei_hrle-dunkle_weisse,0,0,244481523713,"{""name"":""Dunkle Weisse"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brauerei_hrle"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+stone_brewing_co-7th_anniversary_ipa,0,0,245116633089,"{""name"":""7th Anniversary IPA"",""abv"":7.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+blucreek_brewing_company,0,0,244363755520,"{""name"":""BluCreek Brewing Company"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53716"",""country"":""United States"",""phone"":""1-608-204-0868"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2605 South Stoughton Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0598,""lon"":-89.3085}}",1,18,1
+kirin_brewery_company_ltd-kirin_light,0,0,244745830400,"{""name"":""Kirin Light"",""abv"":3.31,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kirin_brewery_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""From Kirin's Site:\r\n\r\nWith just 95 calories and full-flavor, Kirin Light is one of the few great world-class Lights.\r\n\r\nYou might think Kirin Light would be a lightweight contender, content to let his sturdier siblings steal the show. But this fitness-minded newcomer won't compromise. You won't have to compromise either - with just 95 calories and full flavor, Kirin Light is one of the few great world-class lights.\r\n\r\nWhat makes Kirin Light great\r\nCanadian barley malt, Czech hops, rich golden color"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,28,1
+pumphouse_brewery_restaurant-red_alert_ale,0,0,244982349825,"{""name"":""Red Alert Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pumphouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,5,1
+southern_tier_brewing_co-creme_brulee_imperial_milk_stout,0,0,245098741760,"{""name"":""Creme Brulee Imperial Milk Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Sweet Stout"",""category"":""British Ale""}",1,3,1
+goose_island_beer_company_clybourn-ruby_mild,0,0,244630093824,"{""name"":""Ruby Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,55,1
+hopworks_urban_brewery-crosstown_pale_ale,0,0,244755398659,"{""name"":""Crosstown Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer bridges east and west with a lane dedicated to riders who aren't afraid to get dirty. Three kinds of organic caramel malts and a 24 pound whirlpool hop bomb keep things interesting while the wheels go round and round. Cheers to narrow knobbies, kazoos, and more cowbell!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+heartland_brewery_union_square-cornhusker_lager,0,0,244738031617,"{""name"":""Cornhusker Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+breckenridge_brewery-mountain_wheat,0,0,244494827522,"{""name"":""Mountain Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+dirt_cheap_cigarettes_and_beer-beer,0,0,244611481600,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dirt_cheap_cigarettes_and_beer"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+brouwerij_bosteels-pauwel_kwak,0,0,244498300928,"{""name"":""Pauwel Kwak"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bosteels"",""updated"":""2010-07-22 20:00:20"",""description"":""LOOK:\r\nKwak is recognisable by its deep bright amber colour and a dense, creamy coloured head. The pale wood of the glass holder makes a pleasant contrast with the beer.\r\n\r\nSMELL:\r\nYou will smell a mellow, fruity and malty aroma with a slightly spicy character (coriander, hops). Additional earthy and very subtle aromas of banana and perhaps also a whiff of pineapple or mango in the background.\r\n\r\nTASTE:\r\nDiscover a very mellow, fruity attack, a nougat-like solidity, and a slightly spicy character with hints of liquorice passing into a warm finish that reminds you of caramelised banana. The bitterness always remains in the background but in the end emerges delicately.""}",1,57,1
+schussenrieder_erlebnisbrauerei-original_n_1_naturtrub,0,0,244980973568,"{""name"":""Original Nº 1 Naturtrüb"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schussenrieder_erlebnisbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+empyrean_brewing_company-eccentric_belgian_wheat,0,0,244631011329,"{""name"":""Eccentric Belgian Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+harvey_son_lewes,0,0,244738555905,"{""name"":""Harvey & Son (Lewes)"",""city"":""Lewes"",""state"":""East Sussex"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01273)-480209"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6 Cliffe High Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8742,""lon"":0.0167}}",1,11,1
+unicer-superbock,0,0,245117943808,"{""name"":""SuperBock"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unicer"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Authentic Flavour\"" Super Bock is the leading beer brand on the Portuguese market and is the only brand to have won 19 consecutive gold medals in the international contest \""Monde Sélection da la Qualité"",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,46,1
+sullivan_s_black_forest_brew_haus_grill-lost_sailor,0,0,245115387904,"{""name"":""Lost Sailor"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""A Hop Head's dream beer, enough said."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+brouwerij_de_smedt-affligem_noel,0,0,244488142850,"{""name"":""Affligem Noël"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_smedt"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+brouwerij_van_honsebrouck-kasteel_bier_donker_foncee,0,0,244488536064,"{""name"":""Kasteel Bier Donker-Foncee"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_honsebrouck"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+egan_brewing-czech_out_this_pils,0,0,244622295040,"{""name"":""Czech Out This Pils!"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+midnight_sun_brewing_co-fallen_angel,0,0,244860583937,"{""name"":""Fallen Angel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Fallen Angel Golden Strong Ale, brewed on 6-6-6, is named in the tradition of Belgian golden strong ales--after the devil himself. \r\n\r\nMidnight Sun's Fallen Angel Golden Strong Ale is a traditional Belgian-style golden ale--beautiful gold in color with tiny, conniving bubbles forming a very thick, meticulous head. Effervescent and crisp, this seriously delicious elixir tempts the palate with apple (oh so Garden of Eden), pear and a little earthy mustiness. Fallen Angel captivates your senses with its lightness and brightness while its 8% ABV strength breathes fire into your soul, warming you from the inside out. \r\n\r\nAngel-like in appearance, the devil is in its strength. \r\n\r\nWith its introduction in 2006 and its immediate cult following, Fallen Angel is now brewed and released about once a year."",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,8,1
+klosterbru_bamberg-braunbier,0,0,244736851969,"{""name"":""Braunbier"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbru_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,7,1
+hair_of_the_dog_brewing-doggie_claws_2004,0,0,244739735552,"{""name"":""Doggie Claws 2004"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+f_x_matt_brewing-saranac_adirondack_lager,0,0,244631732224,"{""name"":""Saranac Adirondack Lager"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our classic German lager has a perfect balance of caramel malt sweetness. Look for a rich, amber color and medium body."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+pivovary_staropramen,0,0,244981104641,"{""name"":""Pivovary Staropramen"",""city"":""Praha"",""state"":"""",""code"":""150 54"",""country"":""Czech Republic"",""phone"":"""",""website"":""http://www.staropramen.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Nadrazni 84""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.0685,""lon"":14.4067}}",1,2,1
+port_brewing_company-wipeout_ipa,0,0,245000503296,"{""name"":""Wipeout IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This one is dedicated to everyone who has gotten up at the butt crack of dawn, headed towards the shores and found it 4-6 feet and offshore only to find 30 of your \""buddies\"" have already claimed the peak. As you paddle out, a swell arrives from nowhere signaling your turn to go. The surf Gods are shinning on you today. You turn, stroke like mad for the wave. Standing up you are alone and blammo you Wipeout....blowing the only chance of a right hander all to yourself. You know who you are. We've all been there too. It's inside each and every one of us.\r\n\r\nWelcome to the waters of Wipeout IPA, a massively hopped India Pale Ale with enough substance and body to overcome even the worst and most tragic of on the water spills. We brew Wipeout IPA for everyone- especially those hardy souls who brave the cold winter water and monster sets produced by an amazing northwest swell. \r\n\r\nOnly a tidal wave of hops can overcome the surging tide of malt that is required to produce a beer of this shape. We invite you to drop in, hang on and kick out the backside. That is, unless you enjoy wiping out and all the glory that goes with it.\r\n\r\nMalts- Two Row, Wheat, Carapils and English Crystal Malts\r\nHops- Amarillo, Centennial and Simcoe \r\nYeast- White Labs California Ale\r\n\r\nOriginal Gravity- 1.064\r\nTerminal Gravity- 1.008\r\n7.0% ABV\r\n\r\nDraft- Available in Southern California and Arizona 22 Oz Bottles and Cases- At Port Brewing San Marcos and Pizza Port Carlsbad, San Clemente and Solana Beach and wherever better beers are sold."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+rogue_ales-trafalgar_ipa,0,0,244980580355,"{""name"":""Trafalgar IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Let Battle Commence... Trafalgar is a Gold Medal Award winning bottle conditioned India Pale Ale brewed to a 19th Century recipe. Listed in the Top 500 Ales in the World, Trafalgar measures 6% ABV. Brewed in the Royal Forest of Dean at Freeminer Brewery in the UK and distributed by Rogue Ales in the US.\r\n\r\nTrafalgar IPA is a true India Pale Ale, brewed to an original 19th Century recipe. IPA's were brewed at high APV and heavily hopped to enable their preservation on the long journey to the colonies from England. This Ale is brewed from the oldest working traditional floor maltings in Warminster, Wiltshire. The hops are traditional \""Goldings\"" variety grown around Ledbury, Herefordshire as they have been for centuries."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,0,1
+lake_placid_pub_brewery,0,0,244756905988,"{""name"":""Lake Placid Pub & Brewery"",""city"":""Lake Placid"",""state"":""New York"",""code"":""12946"",""country"":""United States"",""phone"":""518-523-3813"",""website"":""http://www.ubuale.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""813 Mirror Lake Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.2829,""lon"":-73.9813}}",1,56,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis,0,0,244495548416,"{""name"":""Brouwerij der Sint-Benedictusabdij de Achelse Kluis"",""city"":""Achel"",""state"":"""",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":""http://www.achelsekluis.org/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.2515,""lon"":5.546}}",1,50,1
+empyrean_brewing_company-third_stone_brown,0,0,244613644289,"{""name"":""Third Stone Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,17,1
+great_dane_pub_and_brewing_2-landmark_light,0,0,244750090240,"{""name"":""Landmark Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+oaken_barrel_brewing,0,0,244859011072,"{""name"":""Oaken Barrel Brewing"",""city"":""Greenwood"",""state"":""Indiana"",""code"":""46143"",""country"":""United States"",""phone"":""1-317-887-2287"",""website"":""http://www.oakenbarrel.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Oaken Barrel Brewing Co. has built its reputation on its award-winning beers. Head brewer Mark Havens and assistant brewer Andrew Castner brew a variety of fresh ales on-site in small batches. They use a fifteen barrel system to brew six standard house ales and a steady stream of specialty beers."",""address"":[""50 North Airport Parkway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.615,""lon"":-86.0901}}",1,4,1
+pivovar_v_hurbanove-golden_pheasant,0,0,244982677505,"{""name"":""Golden Pheasant"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_v_hurbanove"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+erie_brewing_company-heritage_alt_beer,0,0,244629635072,"{""name"":""Heritage Alt Beer"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Erie Brewing Co. Heritage Alt Beer - a classic, old style dark German ale possessing a subtle hint of roasted and chocolate malt flavor, with a smooth balanced finish. Erie Brewing first brewed this annually for the Erie German Heritage Festival. Erie Brewing’s Heritage Alt Beer popularity lead this beer from a commemorative beer for the festival to a complete packaged seasonal release for all to enjoy, whether you are of German Heritage or not. Prost!"",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,54,1
+thirsty_dog_brewing-cerberus_10_dog_ale,0,0,245116239875,"{""name"":""Cerberus 10 Dog Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is made with one grain and 4 Belgian yeasts, a deceptive golden color, and a malty palate lend complexity to this Belgian Trippel Ale."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,42,1
+goose_island_beer_company_clybourn-pmd_mild_ale,0,0,244613382144,"{""name"":""PMD Mild Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,16,1
+jarre_creek_ranch_brewing-amber_ale,0,0,244740325377,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jarre_creek_ranch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,15,1
+hambleton_ales-nightmare,0,0,244739407872,"{""name"":""Nightmare"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hambleton_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,13,1
+pinehurst_village_brewery-double_eagle_high_test_scotch_ale,0,0,244997488640,"{""name"":""Double Eagle \""High-Test\"" Scotch Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pinehurst_village_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,41,1
+tooheys-new,0,0,245118271491,"{""name"":""New"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tooheys"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,47,1
+climax_brewing_copmany-climax_doppel_bock,0,0,244487225347,"{""name"":""Climax Doppel Bock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditionally brewed by Monks to sustain them while they fasted during lent; the Doppel Bock is a big-bodied and flavorful beer."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,31,1
+great_divide_brewing-ridgeline_amber,0,0,244749303808,"{""name"":""Ridgeline Amber"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ridgeline Amber stands out as a stellar, complex choice in a sea of over-simplified amber beers available today. A malty, copper-hued treat from start to finish, Ridgeline begins with a distinctive, estery aroma. Followed with a complex, nutty malt flavor true to its Scottish-style heritage, Ridgeline delivers unparalleled character and dimension. A touch of hops rounds out its silky, full body, highlighting Ridgeline’s subtle but engrossing character. Show your friends that you care about their taste buds by turning them on to our imminently balanced and perfectly complex Ridgeline Amber. \r\n\r\nOf interest to Great Divide historians – Ridgeline originally debuted at the brewery as Great Divide’s first beer, Arapahoe Amber. It was renamed in 2004 to better reflect the Colorado lifestyle that Great Divide’s beers perfectly complement."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+legends_brewhouse_eatery_of_green_bay-amber,0,0,244737835008,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legends_brewhouse_eatery_of_green_bay"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+goose_island_beer_company_clybourn-aviator_doppelbock,0,0,244620722176,"{""name"":""Aviator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,33,1
+southern_tier_brewing_co-imperial_mokah_blended_stout,0,0,245117026304,"{""name"":""Imperial Mokah Blended Stout"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A Jahva-Choklat hybrid.""}",1,44,1
+brauerei_leibinger,0,0,244481589248,"{""name"":""Brauerei Leibinger"",""city"":""Ravensburg"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)751-/-22469"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Friedhofstrae 20-36""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.7818,""lon"":9.6215}}",1,19,1
+storm_brewing,0,0,245116698624,"{""name"":""Storm Brewing"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""V5L 3V6"",""country"":""Canada"",""phone"":""(604) 255-9119"",""website"":""http://www.stormbrewing.org"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Storm Brewing thundered onto the market in June of 1995 with a brilliantly balanced ale called Red Sky Alt which was reminiscent of the great German Alt Biers of the Golden Years of European brewing. The instant success of Red Sky quickly established the reputation of Brewmaster and owner, James Walton. He is perceived as an innovator and as a stickler for quality by both the media and the trade. Recent expert evaluation rated Storm Brewing's Hurricane I.P.A. among the best in the whole of Canada."",""address"":[""310 Commercial Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2821,""lon"":-123.07}}",1,43,1
+brasserie_bnifontaine-jade,0,0,244363755521,"{""name"":""Jade"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_bnifontaine"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+klosterbrauerei_weltenburg,0,0,244745830401,"{""name"":""Klosterbrauerei Weltenburg"",""city"":""Regensburg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)941-/-2001-0"",""website"":""http://www.weltenburger.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Heitzerstrae 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.0144,""lon"":12.075}}",1,28,1
+pyramid_ales_brewery-traditional_esb,0,0,244982349826,"{""name"":""Traditional ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+speakeasy_ales_and_lagers,0,0,245098741761,"{""name"":""Speakeasy Ales and Lagers"",""city"":""San Francisco"",""state"":""California"",""code"":""94124"",""country"":""United States"",""phone"":""1-415-642-3371"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1195-A Evans Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.7387,""lon"":-122.381}}",1,3,1
+gottberg_brew_pub-abtskelder_tripel,0,0,244630093825,"{""name"":""Abtskelder Tripel"",""abv"":8.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+jack_russell_brewing-farm_house_ale,0,0,244755464192,"{""name"":""Farm House Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+heavyweight_brewing,0,0,244738031618,"{""name"":""Heavyweight Brewing"",""city"":""Ocean"",""state"":""New Jersey"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Closed in 1996."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.9653,""lon"":-74.3118}}",1,10,1
+breckenridge_brewery-thunder_stout,0,0,244494893056,"{""name"":""Thunder Stout"",""abv"":4.95,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""breckenridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+dreher_srgyrak_zrt-bak,0,0,244611481601,"{""name"":""Bak"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dreher_srgyrak_zrt"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+brouwerij_slaghmuylder,0,0,244498300929,"{""name"":""Brouwerij Slaghmuylder"",""city"":""Ninove"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-054-33-18-31"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Denterhoutembaan 2""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8417,""lon"":4.0213}}",1,57,1
+sierra_nevada_brewing_co-bigfoot_2004,0,0,244980973569,"{""name"":""Bigfoot 2004"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+estes_park_brewery-renegade_ipa,0,0,244631011330,"{""name"":""Renegade IPA"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our award-winning India Pale Ale  is a hop lover’s dream. We use Galena and Cascade hops in the kettle and dry-hop with more cascade during conditioning. This copper-colored ale has a nice maltiness to balance all the hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,58,1
+highland_brewing_company-cold_mountain_winter_ale,0,0,244738555906,"{""name"":""Cold Mountain Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our ever-changing spiced winter seasonal. A tasty brew that complements all your holiday festivities. It is typically malty in body, lightly hopped, and rounded out with spices that we vary from year to year."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,11,1
+weyerbacher_brewing_company-blanche,0,0,245750235136,"{""name"":""Blanche"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Clean, refreshing and perhaps just a bit tart, our brewers developed Weyerbacher Blanche just after their trip to Belgium during the winter of 2000.  Blanche, meaning \""white\"", takes its name from the whitish haze in this pale gold brew, which is a result of the raw wheat and wheat malts used to brew this Belgian-style beer. \r\n\r\nIn 2002, Blanche was named as Best of the Mid-Atlantic/Southeast in the Belgian Specialty category at the US Beer Tasting Championships.\r\n\r\nWhite beers are well known as the principal product from Hoegaarden, a small town in a wheat-growing region east of Brussels.  Light, cloudy and smooth, Weyerbacher Blanche brings you authentic Belgian-style flavor along with microbrewed quality and freshness.\r\n\r\nBlanche is a thirst quenching beer that combines character and flavor with a moderate alcohol content.  Just try a bottle.  In the nose you'll notice spiciness from the coriander seeds and dried curacao orange peels added during the boil.  In the mouth you'll find a mild and refreshing ale with a hint of dryness from the wheat ingredients.  A clean finish follows with just a hint of tart spiciness."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,46,1
+summit_brewing-great_northern_porter,0,0,245115387905,"{""name"":""Great Northern Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis-achel_bruin_5,0,0,244488208384,"{""name"":""Achel Bruin 5°"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_der_sint_benedictusabdij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,34,1
+c_b_potts_of_cheyenne-big_horn_total_disorder_porter,0,0,244488536065,"{""name"":""Big Horn Total Disorder Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""c_b_potts_of_cheyenne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+f_x_matt_brewing-saranac_summer_ale,0,0,244622295041,"{""name"":""Saranac Summer Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""ith more than 2,800 bodies of water in the Adirondacks, it's not too hard to find a sunny place to relax, rest your feet and look out over the water. To celebrate summer in the Adirondacks, we've brewed a beer with generous amounts of wheat malt for a light, refreshing taste. Look for subtle hints of lemon."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,37,1
+mishawaka_brewing,0,0,244860583938,"{""name"":""Mishawaka Brewing"",""city"":""Mishawaka"",""state"":""Indiana"",""code"":""46545"",""country"":""United States"",""phone"":""1-574-256-9993"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3703 North Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.6931,""lon"":-86.1818}}",1,8,1
+kulmbacher_brauerei_ag,0,0,244736917504,"{""name"":""Kulmbacher Brauerei AG"",""city"":""Kulmbach"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9221-/-705-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lichtenfelser Strae 9""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.106,""lon"":11.4442}}",1,7,1
+hale_s_ales_3-moss_bay_extra,0,0,244739735553,"{""name"":""Moss Bay Extra"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+flagstaff_brewing-sasquatch_stout,0,0,244631732225,"{""name"":""Sasquatch Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flagstaff_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+port_brewing_company-broken_keg_ice_bock,0,0,244981170176,"{""name"":""Broken Keg Ice Bock"",""abv"":15.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,2,1
+prescott_brewing_company-pine_tar_stout,0,0,245000503297,"{""name"":""Pine Tar Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+route_66_brewery-lake_shore_light,0,0,244980580356,"{""name"":""Lake Shore Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,0,1
+lost_coast_brewery,0,0,244879720448,"{""name"":""Lost Coast Brewery"",""city"":""Eureka"",""state"":""California"",""code"":""95501"",""country"":""United States"",""phone"":""1-707-445-4484"",""website"":""http://www.lostcoast.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""617 Fourth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8032,""lon"":-124.165}}",1,56,1
+brouwerij_st_bernardus-st_bernardus_witbier,0,0,244495548417,"{""name"":""St. Bernardus Witbier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional Witbier (Wheat beer) has been developed in cooperation with Master Brewer Pierre Celis, the Godfather of Hoegaarden and Celis White. \r\n\r\nThis beer as well has a second fermentation in the bottle, giving this beer its specific taste (5.5% alcohol content)."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,50,1
+engel_brauerei_schwbisch_gmnd_lang-trompe_la_mort,0,0,244613709824,"{""name"":""Trompe La Mort"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""engel_brauerei_schwbisch_gmnd_lang"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,17,1
+grumpy_troll_restaurant_and_brewery-2nd_street_amber,0,0,244750090241,"{""name"":""2nd Street Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+oriental_brewery,0,0,244859011073,"{""name"":""Oriental Brewery"",""city"":"""",""state"":"""",""code"":"""",""country"":""Korea, Republic of"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Oriental Brewery or OB is a South Korean brewery established by the Doosan Group in 1952. It was purchased by InBev in 2003. Today OB produces several of Korea's most popular beverages including the OB, Cass and Cafri lager brands."",""address"":[]}",1,4,1
+prescott_brewing_company-prescott_pale_ale,0,0,244982677506,"{""name"":""Prescott Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+f_x_matt_brewing-saranac_mountain_ale,0,0,244629635073,"{""name"":""Saranac Mountain Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Delicious Fruity ale is brewed with blackberries, raspberries and sweetened with a touch of blueberry honey. Light and refreshing.With a reddish-Amber color, be sure to look for the ale bitter and berry sweetness. Enjoy!"",""style"":""Fruit Beer"",""category"":""Other Style""}",1,54,1
+tied_house_cafe_brewery_san_jose-maibock,0,0,245116305408,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,42,1
+goose_island_beer_company_clybourn-rye_stout,0,0,244613382145,"{""name"":""Rye Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+jasper_ridge_brewery,0,0,244740390912,"{""name"":""Jasper Ridge Brewery"",""city"":""Ishpeming"",""state"":""Michigan"",""code"":""49849"",""country"":""United States"",""phone"":""1-906-485-6017"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1075 Country Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.5015,""lon"":-87.679}}",1,15,1
+hereford_hops_steakhouse_and_brewpub_3-cleary_red,0,0,244739407873,"{""name"":""Cleary Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+pleasanton_main_street_brewery-island_wheat,0,0,244997488641,"{""name"":""Island Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+trailhead_brewing_company-old_courthouse_stout,0,0,245118337024,"{""name"":""Old Courthouse Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,47,1
+commonwealth_brewing_1-amber_ale,0,0,244487290880,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""commonwealth_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,31,1
+great_waters_brewing_company-saint_peter_pale_ale,0,0,244749369344,"{""name"":""Saint Peter Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+lewis_clark_brewing_company-tumbleweed_ipa,0,0,244737835009,"{""name"":""Tumbleweed IPA"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lewis_clark_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A GOLD MEDAL WINNER at the Great American Beer Festival, beating out 98 other IPA's and chosen as the best IPA in the country! It's amber color and incredible hoppy aroma will keep you coming back for more. R-U-HOPPY?"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,9,1
+govnor_s_public_house-leprechaun_light,0,0,244747337728,"{""name"":""Leprechaun Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+spaten_franziskaner_brau-maibock,0,0,245117091840,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,44,1
+brewery_creek_brewing-american_blonde,0,0,244481654784,"{""name"":""American Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+sweetwater_brewing_atlanta-hummer,0,0,245116698625,"{""name"":""Hummer"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_atlanta"",""updated"":""2010-07-22 20:00:20"",""description"":""SweetWater Hummer is a tasty Belgian White Ale brewed with coriander and orange peel. Cloudy with subtle fruit tones and a lingering finish. Everybody loves a Hummer!"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,43,1
+brasserie_mcauslan-st_ambroise_apricot_wheat_ale,0,0,244481064960,"{""name"":""St-Ambroise Apricot Wheat Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brasserie_mcauslan"",""updated"":""2010-07-22 20:00:20"",""description"":""Apricot Wheat Ale blends various barley malts with malted wheat and natural apricot essence to create an original-tasting beer with a clean, fruit nose.\r\n\r\n5% alc/vol  Available in Bottles and Draft"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,18,1
+lagunitas_brewing_company-undercover_investigation_shut_down_ale,0,0,244745895936,"{""name"":""Undercover Investigation Shut-Down Ale"",""abv"":9.28,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+qingdao_brewery-green_beer,0,0,244982415360,"{""name"":""Green Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""qingdao_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+steam_whistle_brewery,0,0,245098807296,"{""name"":""Steam Whistle Brewery"",""city"":""Toronto"",""state"":""ON"",""code"":""M5V 3M9"",""country"":""Canada"",""phone"":"""",""website"":""http://www.steamwhistle.ca"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""One kind of beer - Steamwhistle Lager."",""address"":[""255 Bremner Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.6414,""lon"":-79.3869}}",1,3,1
+great_dane_pub_and_brewing_2-new_peculier,0,0,244756119552,"{""name"":""New Peculier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,55,1
+jinro_coors_brewing-cass_fresh,0,0,244755464193,"{""name"":""Cass Fresh"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jinro_coors_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,52,1
+independence_brew_pub-kolsch,0,0,244738097152,"{""name"":""Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+brew_kettle_taproom_smokehouse_bop-big_woody_lager,0,0,244494893057,"{""name"":""Big Woody Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brew_kettle_taproom_smokehouse_bop"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+duclaw,0,0,244611481602,"{""name"":""DuClaw"",""city"":""Baltimore"",""state"":""Maryland"",""code"":""21231"",""country"":""United States"",""phone"":""410-563-3400"",""website"":""http://www.duclaw.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""901 S. Bond St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.2807,""lon"":-76.5944}}",1,12,1
+brouwerij_van_steenberge-bornem_double,0,0,244498300930,"{""name"":""Bornem Double"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,57,1
+sioux_falls_brewing,0,0,244980973570,"{""name"":""Sioux Falls Brewing"",""city"":""Sioux Falls"",""state"":""South Dakota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.55,""lon"":-96.7003}}",1,1,1
+f_x_matt_brewing-saranac_imperial_ipa,0,0,244631076864,"{""name"":""Saranac Imperial IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Imperial IPA is part our new High Peak Series, a line of beers that are bigger, more complex and flavorful; beers that are meant to be sipped and savored. Saranac Imperial IPA is brewed with 10 different malts and 10 different hops to make a delectably flavorful and complex Imperial IPA - at 85 IBU's and 8.5 % alc/vol."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,58,1
+indian_wells_brewing,0,0,244738555907,"{""name"":""Indian Wells Brewing"",""city"":""Inyokern"",""state"":""California"",""code"":""93527"",""country"":""United States"",""phone"":""1-760-377-5989"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2565 North Highway 14""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6675,""lon"":-117.874}}",1,11,1
+whim_ales-old_izaak,0,0,245750300672,"{""name"":""Old Izaak"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""whim_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,46,1
+sweetwater_brewing_atlanta,0,0,245115387906,"{""name"":""Sweetwater Brewing - Atlanta"",""city"":""Atlanta"",""state"":""Georgia"",""code"":""30324"",""country"":""United States"",""phone"":""1-404-691-2537"",""website"":""http://www.sweetwaterbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""195 Ottley Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.8087,""lon"":-84.3813}}",1,40,1
+browar_namyslow_sp_z_o_o-rycerskie,0,0,244488208385,"{""name"":""Rycerskie"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""browar_namyslow_sp_z_o_o"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,34,1
+carlyle_brewing,0,0,244488601600,"{""name"":""Carlyle Brewing"",""city"":""Rockford"",""state"":""Illinois"",""code"":""61104"",""country"":""United States"",""phone"":""1-815-963-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""215 East State Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.2689,""lon"":-89.0907}}",1,35,1
+firehouse_grill_brewery-double_ipa,0,0,244622426112,"{""name"":""Double IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,37,1
+molson_breweries_of_canada-golden,0,0,244860649472,"{""name"":""Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+lagunitas_brewing_company,0,0,244736917505,"{""name"":""Lagunitas Brewing Company"",""city"":""Petaluma"",""state"":""California"",""code"":""94954"",""country"":""United States"",""phone"":""1-707-769-4495"",""website"":""http://www.lagunitas.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1280 North McDowell Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.2724,""lon"":-122.662}}",1,7,1
+hofbruhaus_traunstein,0,0,244739801088,"{""name"":""Hofbruhaus Traunstein"",""city"":""Traunstein"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)861-/-98866-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hofgasse 6-11""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.8691,""lon"":12.6505}}",1,14,1
+founders_brewing-canadian_breakfast_stout,0,0,244631797760,"{""name"":""Canadian Breakfast Stout"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,59,1
+rch_brewery-pitchfork_rebellious_bitter,0,0,244981170177,"{""name"":""Pitchfork Rebellious Bitter"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rch_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-snow_cap_ale,0,0,245000503298,"{""name"":""Snow Cap Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,48,1
+san_diego_brewing-old_395_barleywine,0,0,244980645888,"{""name"":""Old 395 Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+maclay_and_co,0,0,244879785984,"{""name"":""Maclay and Co."",""city"":""Clackmannan"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":56.1073,""lon"":-3.7528}}",1,56,1
+brouwerij_van_steenberge-bornem_triple,0,0,244495548418,"{""name"":""Bornem Triple"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,50,1
+fitger_s_brewhouse_brewery_and_grill-lighthouse_ale,0,0,244613709825,"{""name"":""Lighthouse Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+hereford_hops_steakhouse_and_brewpub_3-doppelbock,0,0,244750155776,"{""name"":""Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,39,1
+oskar_blues_grill_and_brew-one_nut_brown_ale,0,0,244859011074,"{""name"":""One Nut Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""This big tasting brew is only available in the brewpub. Very smooth and balanced with a deep clear brown color. Lightly hopped."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,4,1
+prescott_brewing_company,0,0,244982743040,"{""name"":""Prescott Brewing Company"",""city"":""Prescott"",""state"":""Arizona"",""code"":""86301"",""country"":""United States"",""phone"":""(928) 771-2795"",""website"":""http://prescottbrewingcompany.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""130 W Gurley St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.542,""lon"":-112.47}}",1,6,1
+faultline_brewing_2-alt_bier,0,0,244629635074,"{""name"":""Alt Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,54,1
+tommyknocker_brewery_and_pub-maple_nut_brown_ale_ale,0,0,245116305409,"{""name"":""Maple Nut Brown Ale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""Maple syrup is added to each barrel of Maple Nut Brown Ale to impart roasted sweetness balancing the nut flavor produced by chocolate malts."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,42,1
+great_dane_pub_and_brewing_1-stone_of_scone_scotch_ale,0,0,244740653056,"{""name"":""Stone of Scone Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+joboy_s_brew_pub-joboy_s_ipa,0,0,244740390913,"{""name"":""JoBoy's IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joboy_s_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our offering to the hop heads! A decidedly hoppy, bitter, and moderately strong American IPA. We use a generous amount of whole leaf Cascade, Centennial and Citra hops to showcase the freshness and earthy flavors that only hops can provide."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+hoppin_frog_brewery-fresh_frog_raw_hop_imperial_pale_ale,0,0,244739407874,"{""name"":""Fresh Frog Raw Hop Imperial Pale Ale"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Special hoppy flavors and aromas are captured by adding freshly picked, undired hops during the harvest.\r\n\r\nThese wet hops impart a character unlike other brews, that is quite unique and satisfying for those who love hops – the spice of beer. Smell the hop fields, smell the freshness."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+prescott_brewing_company-petrified_porter,0,0,244997488642,"{""name"":""Petrified Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+triumph_brewing_of_princeton-imperial_stout,0,0,245118337025,"{""name"":""Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,47,1
+deschutes_brewery-bond_street_19th_anniversary,0,0,244619280384,"{""name"":""Bond Street 19th Anniversary"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+hapa_s_brew_haus_and_restaurant-black_lava_lager,0,0,244749434880,"{""name"":""Black Lava Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,38,1
+licher_privatbrauerei,0,0,244737900544,"{""name"":""Licher Privatbrauerei"",""city"":""Lich"",""state"":""Hessen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)6404-/-82-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""In den Hardtberggrten""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.5208,""lon"":8.8166}}",1,9,1
+granite_city_food_brewery_omaha-duke_ipa,0,0,244747403264,"{""name"":""Duke IPA"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_omaha"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,33,1
+the_alchemist-heady_topper,0,0,245117091841,"{""name"":""Heady Topper"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""Is our double I.P.A.! Loaded with hops, this one will put hair on your chest."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,44,1
+brouwerij_bavik_de_brabandere-petrus_dubbel_bruin_ale,0,0,244481720320,"{""name"":""Petrus Dubbel Bruin Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_bavik_de_brabandere"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,19,1
+t_bonz_gill_grill_and_brewery-stout,0,0,245116698626,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,43,1
+brauhaus_johann_albrecht_konstanz,0,0,244481130496,"{""name"":""Brauhaus Johann Albrecht - Konstanz"",""city"":""Konstanz"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7531-/-25045"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Konradigasse 2""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6651,""lon"":9.175}}",1,18,1
+lake_superior_brewing,0,0,244745895937,"{""name"":""Lake Superior Brewing"",""city"":""Duluth"",""state"":""Minnesota"",""code"":""55806"",""country"":""United States"",""phone"":""1-218-723-4000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2711 West Superior Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.7611,""lon"":-92.1319}}",1,28,1
+raccoon_river_brewing-vanilla_creme_ale,0,0,244982415361,"{""name"":""Vanilla Creme Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+sweetwater_tavern_centreville-flying_armadillo_porter,0,0,245098872832,"{""name"":""Flying Armadillo Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_tavern_centreville"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+great_divide_brewing-claymore_scotch_ale,0,0,244756119553,"{""name"":""Claymore Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,55,1
+knig_ludwig_schlobrauerei_kaltenberg-konig_ludwig_weissbier_dunkel,0,0,244755464194,"{""name"":""König Ludwig Weissbier Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knig_ludwig_schlobrauerei_kaltenberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+indian_wells_brewing-eastern_sierra_lager,0,0,244738097153,"{""name"":""Eastern Sierra Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""indian_wells_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+brewdog_ltd-punk_ipa,0,0,244494893058,"{""name"":""Punk IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewdog_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""This 6% trans-atlantic fusion IPA is light golden in colour with tropical fruits and light caramel on the nose. The palate soon becomes assertive and resinous with the New Zealand hops balanced by the biscuit malt. The finish is aggressive and dry with the hops emerging over the warming alcohol.\r\n\r\nThis fresh, full flavour natural beer is our tribute to the classic IPAs of yester-year. The post modern twist is the addition of amazing fruity hops giving an explosion of tropical fruit flavours and a sharp bitter finish."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+eastern_shore_brewing-st_michaels_blonde_ale,0,0,244611481603,"{""name"":""St. Michaels Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eastern_shore_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,12,1
+bube_s_brewery-bube_s_hefeweizen,0,0,244498366464,"{""name"":""Bube's Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bube_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional German-style wheat beer is rich in banana and clove undertones, with a wonderful frothy head."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,57,1
+skagit_river_brewing-del_rio_lager,0,0,244980973571,"{""name"":""Del Rio Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,1,1
+f_x_matt_brewing-saranac_kolsch,0,0,244631076865,"{""name"":""Saranac Kolsch"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This golden sparkling blond ale was brewed to pay homage to a 1000-year tradition rooted in Cologne, Germany. Clear, crisp and easy to drink, the Kolsch of today is lighter than the \""House\"" beer that was served in Cologne 200 years ago - the city that made Kolsch famous. We hope you'll enjoy it!""}",1,58,1
+jack_s_brewing-grid_iron_amber_ale,0,0,244738621440,"{""name"":""Grid Iron Amber Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,11,1
+white_marsh_brewing_company,0,0,245750300673,"{""name"":""White Marsh Brewing Company"",""city"":""White Marsh"",""state"":""Maryland"",""code"":""21236"",""country"":""United States"",""phone"":""410.931.PUBS"",""website"":""http://www.redbrickstation.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""8149 Honeygo Blvd""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.3722,""lon"":-76.4638}}",1,46,1
+terrapin_beer_company-terrapin_golden_ale,0,0,245115453440,"{""name"":""Terrapin Golden Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Terrapin Beer Company was started by two guys who love big, bold beers. We are known for using a ton of flavorful ingredients and for pushing the envelope with the brews we create.\r\n\r\nWe have also been known to take pleasure in hiking, biking, kayaking, and just plain having fun in the great outdoors. When we get hot and sweaty even hopheads like us want nothing more than to enjoy a beer that is crisp and refreshing.\r\n\r\nWhich is why we created the perfect session beer – the Terrapin Golden Ale."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,40,1
+captain_lawrence_brewing_company-captin_lawrence_pale_ale,0,0,244488208386,"{""name"":""Captin Lawrence Pale Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""captain_lawrence_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""One of the first beers I brewed after moving out to California to begin my brewing education was a Pale Ale. This version is a true testament to the influences the Wild West had on my early brewing. My Pale Ale is loaded with US-grown Cascade, Crystal, and Columbus hops, so be sure to take a good sniff to enjoy their robust aromas before taking your first sip."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,34,1
+cherryland_brewing-golden_rail,0,0,244488667136,"{""name"":""Golden Rail"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cherryland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+fitger_s_brewhouse_brewery_and_grill-9_wheats,0,0,244622426113,"{""name"":""9½ Wheats"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+molson_breweries_of_canada-rickard_s_white_ale,0,0,244860649473,"{""name"":""Rickard's White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,8,1
+lancaster_brewing_co-baltic_porter,0,0,244736983040,"{""name"":""Baltic Porter"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional lager-style beer, with its dark color and medium body, has a defined hop flavor balanced by the smoothness of extra special roasted malt. This healthy dose of over six malt flavors makes this beer perfect for the transition from winter into spring."",""style"":""Porter"",""category"":""Irish Ale""}",1,7,1
+hoffbrau_steaks_brewery_1-rodeo_red,0,0,244739801089,"{""name"":""Rodeo Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+fuller_smith_turner_pbc,0,0,244631797761,"{""name"":""Fuller, Smith & Turner PBC"",""city"":""London"",""state"":""London"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0208)-996-2000"",""website"":""http://www.fullers.co.uk/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Chiswick Lane South""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.4877,""lon"":-0.2498}}",1,59,1
+redhook_ale_brewery-double_black_stout,0,0,244981170178,"{""name"":""Double Black Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,2,1
+pyramid_ales_brewery-apricot_weizen_ale,0,0,245000568832,"{""name"":""Apricot Weizen Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed by the original Wheat Beer Pioneers, Pyramid Apricot Weizen Ale is left unfiltered for extra flavor and aroma.\r\n\r\nThe gold medalist of fruit beers, Pyramid Apricot Weizen is an adventurous wheat ale that offers the pleasing aroma and flavor of fresh apricots, and smooth and refreshing character for which our wheat beers are known.\r\n\r\nOriginal Gravity: 11.75\r\nAlcohol By Volume: 5.10%\r\nMalts: 2-Row Barley, Malted Wheat, Caramel\r\nHops: Nugget\r\nAvailability: Year Round\r\nBest Paired With: Appetizers, salads, and desserts such as pies and pastries.\r\n\r\nBest of the Northwest/Pacific in the \""Fruit Beer\"" category at the 2000 United States Beer Tasting Championship, 2000\r\nGold Medal, GABF, \""Fruit and Vegetable Beers\"", 1994"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,48,1
+shipyard_brewing_portland-ringwood_brewery_old_thumper_extra_special_ale,0,0,244980645889,"{""name"":""Ringwood Brewery Old Thumper Extra Special Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+magic_hat,0,0,244879785985,"{""name"":""Magic Hat"",""city"":""South Burlington"",""state"":""Vermont"",""code"":""5403"",""country"":""United States"",""phone"":""1-802-658-2739"",""website"":""http://www.magichat.net/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Burlington microbrewers of Humble Patience, Fat Angel, #9, Blind Faith IPA, and Heart of Darkness Oatmeal Stout."",""address"":[""5 Bartlett Bay Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.4284,""lon"":-73.2131}}",1,56,1
+bull_bush_pub_brewery-big_ben_brown,0,0,244495548419,"{""name"":""Big Ben Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,50,1
+flatlander_s_restaurant_brewery-harvest_amber_ale,0,0,244613709826,"{""name"":""Harvest Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flatlander_s_restaurant_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,17,1
+hoffbrau_steaks_brewery_2-buffalo_ale,0,0,244750155777,"{""name"":""Buffalo Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+pabst_brewing_company-piels_draft,0,0,244859076608,"{""name"":""Piels Draft"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""It took “The Beer Drinker’s Beer” to introduce a real draft in a can—and you can still taste that milestone in brewing history today with every can of Piels. Our Draft Style delivers unsurpassed flavor and character like it was drawn straight from the tap!"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,4,1
+r_b_brewing-pale_ale,0,0,244982808576,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""r_b_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,6,1
+firehouse_brewery_restaurant-bock,0,0,244629635075,"{""name"":""Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,54,1
+trade_winds_brewing,0,0,245116305410,"{""name"":""Trade Winds Brewing"",""city"":""Wailuku"",""state"":""Hawaii"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":20.8911,""lon"":-156.505}}",1,42,1
+great_lakes_brewing-blackout_stout,0,0,244740718592,"{""name"":""Blackout Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Russian Imperial Stout with a hearty malt body and bold hop flavor."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,16,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2005,0,0,244740456448,"{""name"":""Harvest Ale 2005"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,15,1
+hoppin_frog_brewery-silk_porter,0,0,244739473408,"{""name"":""Silk Porter"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark, robust and silky-smooth, with many flavors of roasted, toasted and caramel malts. Porter is an old-world beer style, so popular that it helped start the industrial revolution. Taste the history."",""style"":""Porter"",""category"":""Irish Ale""}",1,13,1
+raccoon_river_brewing,0,0,244997554176,"{""name"":""Raccoon River Brewing"",""city"":""Des Moines"",""state"":""Iowa"",""code"":""50309"",""country"":""United States"",""phone"":""1-515-362-5222"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 North Tenth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.5841,""lon"":-93.6296}}",1,41,1
+troegs_brewing-scratch_24_2009_van_de_hoorn,0,0,245118337026,"{""name"":""Scratch #24 2009 Van de Hoorn"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+deschutes_brewery-quail_springs_ipa,0,0,244619280385,"{""name"":""Quail Springs IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,31,1
+harviestoun_brewery-old_engine_oil_special_reserve_aged_in_malt_whisky_casks,0,0,244749434881,"{""name"":""Old Engine Oil Special Reserve (aged in malt whisky casks)"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harviestoun_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+lion_brewery_inc,0,0,244860846080,"{""name"":""Lion Brewery Inc."",""city"":""Wilkes Barre"",""state"":""Pennsylvania"",""code"":""18705"",""country"":""United States"",""phone"":""(800) 233-8327"",""website"":""http://www.lionbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""With a proud brewing heritage dating back to 1905, The Lion Brewery merges rustic architecture with state-of-the-art brewing technology, a contrast typified by the gleaming stainless steel aging tanks that sit alongside the traditional copper brew kettle. Our brewing process utilizes the traditional English method of upward infusion mashing in our combination mash lauter tun to create lagers and ales inspired by old world values, but with modern quality and consistency. The staff at The Lion Brewery is dedicated to producing true handcrafted beers, made right here in our century-old Brewhouse. All of our premium beers are made using only the four basic ingredients allowed by the Reinheitsgebot, or German purity law. Under the skillful supervision of our Master Brewer, Leo Orlandini, each of our lagers and ales are brewed in small batches using only the finest hops and malts available to guarantee the highest quality and freshness. Each product we brew is an original recipe especially created to deliver a fuller flavor than ordinary beers, yet with an approachable style and character. As a result, our beers have garnered numerous medals from the Great American Beer Festival and the World Beer Championships in recent years."",""address"":[""700 North Pennsylvania Blvd.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2557,""lon"":-75.8583}}",1,9,1
+granite_city_food_brewery_saint_cloud-pride_of_pilsen,0,0,244747468800,"{""name"":""Pride of Pilsen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+thirsty_dog_brewing-labrador_lager,0,0,245117091842,"{""name"":""Labrador Lager"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Traditional German Lager brewed with all German grain & yeast. Very drinkable."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+brouwerij_boon-geuze_boon,0,0,244481720321,"{""name"":""Geuze Boon"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_boon"",""updated"":""2010-07-22 20:00:20"",""description"":""Geuze, a mixture of old and young Lambic. The young Lambic is added to cause a refermentation in the bottle making for a delightfully sparkling and dry beer that has been likened, in all seriousness, to Champagne."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,19,1
+t_bonz_gill_grill_and_brewery-winterfest,0,0,245116764160,"{""name"":""Winterfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,43,1
+brewpub_on_the_green,0,0,244481130497,"{""name"":""Brewpub-on-the-Green"",""city"":""Fremont"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.5483,""lon"":-121.989}}",1,18,1
+lancaster_brewing_co-lancaster_hefe_weizen,0,0,244745961472,"{""name"":""Lancaster Hefe Weizen"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Light and refreshing! This very bubbly Munich style weizen beer is highlighted by a spicy, banana finish.\r\n\r\nAvailable at the Brewery from May - October"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,28,1
+radeberger_exportbierbrauerei-pilsener,0,0,244982480896,"{""name"":""Pilsener"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""radeberger_exportbierbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,5,1
+terrapin_beer_company-big_hoppy_monster,0,0,245098872833,"{""name"":""Big Hoppy Monster"",""abv"":8.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This mammoth imperial red ale leads with a tantalizing hop aroma that is quickly complemented by an enormous malt backbone & finished with a multitude of hoppy goodness."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+green_bay_brewing-hinterland_packerland_pilsner,0,0,244756250624,"{""name"":""Hinterland Packerland Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+la_jolla_brewing,0,0,244755464195,"{""name"":""La Jolla Brewing"",""city"":""La Jolla"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.8575,""lon"":-117.876}}",1,52,1
+iron_city_brewing_co-augustiner,0,0,244738097154,"{""name"":""Augustiner"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Augustiner is a premium amber lager with a smooth, full-bodied flavor. From the rich copper color to the subtle caramel taste and clean finish, it’s brewed to please the beer drinker who appreciates the best. This distinctive, well-balanced brew is quickly becoming Pittsburgh’s most talked-about beer. Upgrade to Augustiner!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+brewery_corsendonk-monk_brown_ale,0,0,244494958592,"{""name"":""Monk Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brewery_corsendonk"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+edelweissbrauerei_farny-kristall_weizen,0,0,244611547136,"{""name"":""Kristall-Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""edelweissbrauerei_farny"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+bulmer_cider,0,0,244498366465,"{""name"":""Bulmer Cider"",""city"":""Hereford"",""state"":"""",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.056,""lon"":-2.7175}}",1,57,1
+spring_house_brewing_company-beyond_the_gates_double_ipa,0,0,245097496576,"{""name"":""Beyond The Gates Double IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is for those of you who have been enjoying Seven Gates Pale Ale, and are ready for that next step. Beyond the Gates Double IPA is a highly hopped brew featuring plenty of Cascade and Columbus hops. These varieties give Beyond the Gates a floral citrus aroma, and pack plenty of hopped up flavor into this full-bodied ale, which is coming in @ 7.5 ABV. Let us take you Beyond the Gates, and you'll never look back!"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,1,1
+flensburger_brauerei-pilsener,0,0,244631076866,"{""name"":""Pilsener"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flensburger_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+jt_whitney_s_brewpub_and_eatery-frozen_tundra,0,0,244738621441,"{""name"":""Frozen Tundra"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,11,1
+wild_goose_brewery_llc-wild_goose_pumpkin_patch,0,0,245750300674,"{""name"":""Wild Goose Pumpkin Patch"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_goose_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Fall Seasonal, Pumpkin Patch Ale, is the perfect beer for an autumn night. Pumpkin Patch pours a hazy orange with frothy, ivory colored head. The nose immediately conjures images of Grandma baking pumpkin pie with notes of nutmeg, cinnamon and ginger. Medium body and mild carbonation yield a spicy, pumpkin flavor - from the 300 lbs. of pumpkin we use to brew this unique beer."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,46,1
+the_alchemist-mortal_sin,0,0,245115453441,"{""name"":""Mortal Sin"",""abv"":6.66,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""This I.P.A. is so rich and delicious that you'll need to confess after drinking one! Generously dry-hopped for your olefactory pleasure."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,40,1
+coopers_brewery-coopers_premium_lager,0,0,244488273920,"{""name"":""Coopers Premium Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coopers Premium Lager is quite different to the famous Coopers ales.  This lager produces a refreshing flavour with a good balance of malt and hop characters and is brewed using no sugar. With its subtle fruity esters and light golden colour, combined with a judicious blend of Pride of Ringwood and Saaz hops.  This produces a Lager with a crisp malty full flavour."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+climax_brewing_copmany-climax_helles,0,0,244488667137,"{""name"":""Climax Helles"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""The Hoffmann Helles (pronounced Hell-es), which is German for \""bright\"" is a pleasant and easy to drink summer beer with a bready/grainy taste."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,35,1
+flossmoor_station_brewery-el_diablo_tripel,0,0,244622426114,"{""name"":""El Diablo Tripel"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+mountain_sun_pub_brewery-chazz_cat_rye,0,0,244860649474,"{""name"":""Chazz Cat Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mountain_sun_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+leinenkugel_s_ballyard_brewery,0,0,244736983041,"{""name"":""Leinenkugel's Ballyard Brewery"",""city"":""Phoenix"",""state"":""Arizona"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.4484,""lon"":-112.074}}",1,7,1
+hook_norton_brewery-generation,0,0,244739801090,"{""name"":""Generation"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hook_norton_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+gasthof_brauerei_zum_frohsinn-hell,0,0,244631863296,"{""name"":""Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthof_brauerei_zum_frohsinn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+rock_bottom_restaurant_brewery_minneapolis-saison_goux,0,0,244981170179,"{""name"":""Saison Goux"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+red_kettle_brewing-pale,0,0,245000568833,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_kettle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+simmerberg_brusttt_und_taferne-dunkles_lager,0,0,244980645890,"{""name"":""Dunkles Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+magnolia_pub_and_brewery-blue_bell_bitter,0,0,244879851520,"{""name"":""Blue Bell Bitter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Diacetyl dominated cask bitter."",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,56,1
+bull_bush_pub_brewery-cream,0,0,244495613952,"{""name"":""Cream"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+flossmoor_station_brewery,0,0,244613775360,"{""name"":""Flossmoor Station Brewery"",""city"":""Flossmoor"",""state"":""Illinois"",""code"":""60422"",""country"":""United States"",""phone"":""1-708-957-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1035 Sterling Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5433,""lon"":-87.6789}}",1,17,1
+hoppy_brewing_company-hoppy_claus_holiday_ale,0,0,244750221312,"{""name"":""Hoppy Claus Holiday Ale"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppy_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Holiday Ale is a “special” version of our flagship product - Hoppy Face™ Amber Ale; only bigger for you to enjoy during this holiday season!!! Characterized by its distinctive hop aroma and rich, ruby color, Hoppy Claus redefines the way you think about a holiday ale. Hoppy Claus uses only the finest two row malted barley, hops grown in the great Pacific Northwest, and some secret spices that we would love to tell you about; but are unable to do so. This combination results in a clean, crisp, and refreshingly unique hand-crafted experience. Hoppy Brewing Company has never used any artificial preservatives, flavors, or colors in any of its ales. The Hoppy label is your guarantee of purity."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,39,1
+pennichuck_brewing_company-feuerwehrmann_schwarzbier,0,0,244981825536,"{""name"":""Feuerwehrmann Schwarzbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,4,1
+rahr_sons_brewing_company-bourbon_barrel_aged_winter_warmer,0,0,244982808577,"{""name"":""Bourbon Barrel Aged Winter Warmer"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a special edition of Rahr's Winter Warmer. This fine English ale has been aged in freshly emptied Kentucky oak whisky barrels. The barrel aging has given this already big ale a beautiful whiskey nose along with notes of vanilla and oak. A perfect ale for sipping around a winter fire."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,6,1
+flying_bison_brewing-sky_pilot_scotch_ale,0,0,244629700608,"{""name"":""Sky Pilot Scotch Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""With a coppery-amber color and a full malty body with flavors of nuts and toffee. The English hops lend enough “spice” to leave a very drinkable finish to this comfort food of a beer. Available on draft from November to May."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,54,1
+unibroue-blanche_de_chambly,0,0,245116370944,"{""name"":""Blanche de Chambly"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""(White of Chambly) was the first bottle\r\nrefermented ale produced by Unibroue. It is\r\nbrewed from a blend of pale barley malt,\r\nwheat malt and unmalted wheat, to which\r\nwe blend selected spices and hops.\r\n \r\nBlanche de Chambly is only partially filtered,\r\nretaining its natural cloud of yeast that is\r\ncharacteristic of the original white ales\r\nbrewed during the Middle Ages.\r\n\r\nWe recommend this remarkably refreshing"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,42,1
+greenshields_brewery_and_pub-stout,0,0,244740718593,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greenshields_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+kuhnhenn_brewing-120_shilling_scotch_ale,0,0,244740456449,"{""name"":""120 Shilling Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kuhnhenn_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,15,1
+kentucky_hemp_beer_company,0,0,244739473409,"{""name"":""Kentucky Hemp Beer Company"",""city"":""Lexington"",""state"":""Kentucky"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.0317,""lon"":-84.4951}}",1,13,1
+rail_house_restaurant_and_brewpub-raspberry_pilsner,0,0,244997619712,"{""name"":""Raspberry Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+tui_brewery,0,0,245118402560,"{""name"":""Tui Brewery"",""city"":""Mangatainoka"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""64-(06)-3767549"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""State Highway 2""]}",1,47,1
+dockside_brewing,0,0,244619345920,"{""name"":""Dockside Brewing"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-685-7070"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1253 Johnston Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2698,""lon"":-123.132}}",1,31,1
+heavenly_daze_brewery_and_grill-heavenly_hefeweizen,0,0,244749500416,"{""name"":""Heavenly Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+logjam_microbrewery-swede_saw_red_ale,0,0,244860911616,"{""name"":""Swede Saw Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""logjam_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+great_lakes_brewing,0,0,244747468801,"{""name"":""Great Lakes Brewing"",""city"":""Cleveland"",""state"":""Ohio"",""code"":""44113"",""country"":""United States"",""phone"":""1-216-771-4404"",""website"":""http://www.greatlakesbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2516 Market Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.4844,""lon"":-81.7042}}",1,33,1
+traffic_jam_and_snug,0,0,245117157376,"{""name"":""Traffic Jam and Snug"",""city"":""Detroit"",""state"":""Michigan"",""code"":""48201"",""country"":""United States"",""phone"":""313-831-9470"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4268 Second Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.351,""lon"":-83.0665}}",1,44,1
+brouwerij_der_sint_benedictusabdij_de_achelse_kluis-achel_bruin_8,0,0,244481720322,"{""name"":""Achel Bruin 8°"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_der_sint_benedictusabdij_de_achelse_kluis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,19,1
+taylor_brewing-dark_satin,0,0,245116764161,"{""name"":""Dark Satin"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,43,1
+brouwerij_huyghe-duinen_dubbel,0,0,244481196032,"{""name"":""Duinen Dubbel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_huyghe"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+left_hand_brewing_company-snow_bound_winter_ale,0,0,244745961473,"{""name"":""Snow Bound Winter Ale"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+rahr_sons_brewing_company-buffalo_butt,0,0,244982480897,"{""name"":""Buffalo Butt"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Rahr's Buffalo Butt is a smooth, medium-bodied amber lager. Notes of caramel with a sound malt character. Nice hop finish, it's as smooth as a baby buffalo's...!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,5,1
+the_alchemist-holy_moly,0,0,245098938368,"{""name"":""Holy Moly"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,3,1
+green_mountain_beverage-woodchuck_dark_and_dry_draft_cider,0,0,244756250625,"{""name"":""Woodchuck Dark and Dry Draft Cider"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mountain_beverage"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,55,1
+lake_superior_brewing-sir_duluth_oatmeal_stout,0,0,244755529728,"{""name"":""Sir Duluth Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_superior_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+john_martin_sa-martin_s_pale_ale,0,0,244738162688,"{""name"":""Martin's Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_martin_sa"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,10,1
+brouwerij_de_dolle_brouwers-arabier,0,0,244494958593,"{""name"":""Arabier"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_de_dolle_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""An arabier is a pure malt beer 8°vol/alc brewed with flower Nugget-hops from Poperinge. It has the special dry-hopping taste and aroma, so appreciated by beer lovers all over the world. It is one of the two main beers from De Dolle Brouwers throughout the year. Aging time is limited due to the fact that hop bitterness is declining with the time. Store arabier cool and dark and serve cool at 10°C. Cheers!"",""style"":""Belgian-Style Pale Strong Ale"",""category"":""Belgian and French Ale""}",1,49,1
+elk_grove_brewery_restaurant,0,0,244611547137,"{""name"":""Elk Grove Brewery & Restaurant"",""city"":""Elk Grove"",""state"":""California"",""code"":""95624"",""country"":""United States"",""phone"":""1-916-685-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9085 Elk Grove Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.4093,""lon"":-121.363}}",1,12,1
+c_b_potts_of_cheyenne,0,0,244498366466,"{""name"":""C.B. & Potts of Cheyenne"",""city"":""Cheyenne"",""state"":""Wyoming"",""code"":""82001"",""country"":""United States"",""phone"":""1-307-632-8636"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1650 Dell Range Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.1607,""lon"":-104.802}}",1,57,1
+steinfels_back_brau,0,0,245097562112,"{""name"":""Steinfels Back & Brau"",""city"":""Zrich"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.369,""lon"":8.538}}",1,1,1
+full_sail_brewing_1-ltd_02_lager,0,0,244631142400,"{""name"":""LTD 02 Lager"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""full_sail_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+keg_microbrewery_restaurant-wheat,0,0,244738621442,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""keg_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+wilmington_brewing,0,0,245750366208,"{""name"":""Wilmington Brewing"",""city"":""Wilmington"",""state"":""North Carolina"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":34.2257,""lon"":-77.9447}}",1,46,1
+the_bruery-saison_rue,0,0,245115518976,"{""name"":""Saison Rue"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Saison Rue is an unfiltered, bottle conditioned, Belgian/French-style farmhouse ale. This is a beer of subtlety and complexity, with malted rye, spicy, fruity yeast notes, biscuit-like malt backbone, and a slight citrus hop character. With age, this beer will dry out and will become more complex with rustic notes of leather and earth from the contribution of a wild yeast strain. Being a Saison, Saison Rue is ambiguous unto itself as it is a different beer when fresh and when aged. We hope you enjoy it in all of its incarnations."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,40,1
+coors_brewing_golden_brewery-honey_moon_summer_ale,0,0,244488273921,"{""name"":""Honey Moon Summer Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coors_brewing_golden_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Gold Medal-winning Honey Moon Summer Ale is a classic summer ale made even better with real clover honey, fresh orange peel and both pale and white wheat malts.  Proff that brewing the perfect summer ale is a true art."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,34,1
+coeur_d_alene_brewing_company-huckleberry_ale,0,0,244488732672,"{""name"":""Huckleberry Ale"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coeur_d_alene_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,35,1
+flying_dog_brewery-doggie_style_ale,0,0,244622491648,"{""name"":""Doggie Style Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+mudshark_brewing-skyline_stout,0,0,244860715008,"{""name"":""Skyline Stout"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mudshark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Watch Your Pint Cascade From Brown to Black, As This Chocolaty Settles, Creamy, Dark, Not Too Bitter Finish""}",1,8,1
+limburg_beer_company-witbier,0,0,244859994112,"{""name"":""Witbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""limburg_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+hop_back_brewery-pickled_santa,0,0,244739866624,"{""name"":""Pickled Santa"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hop_back_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+george_gale_company,0,0,244631863297,"{""name"":""George Gale & Company"",""city"":""Portsmouth"",""state"":""Hampshire"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.7989,""lon"":-1.0912}}",1,59,1
+rock_bottom_restaurant_brewery_minneapolis,0,0,244981235712,"{""name"":""Rock Bottom Restaurant & Brewery - Minneapolis"",""city"":""Minneapolis"",""state"":""Minnesota"",""code"":""55402"",""country"":""United States"",""phone"":""1-612-332-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""800 LaSalle Plaza""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9765,""lon"":-93.2747}}",1,2,1
+redhook_ale_brewery-esb,0,0,245000568834,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+six_rivers_brewery-fat_bastard_barleywine_discontinued,0,0,244980711424,"{""name"":""Fat Bastard Barleywine (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""six_rivers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+marine_pub_brewhouse-premium_gold,0,0,244879851521,"{""name"":""Premium Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marine_pub_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+bull_bush_pub_brewery-kolsch,0,0,244495613953,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bull_bush_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+flyers_restraunt_and_brewery,0,0,244613840896,"{""name"":""Flyers Restraunt and Brewery"",""city"":""Oak Harbor"",""state"":""Washington"",""code"":""98277"",""country"":""United States"",""phone"":""360.675.5858"",""website"":""http://www.eatatflyers.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""32295 State Route 20""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.2992,""lon"":-122.652}}",1,17,1
+hops_grillhouse_brewery_cherry_creek-hoptoberfest,0,0,244750221313,"{""name"":""Hoptoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_grillhouse_brewery_cherry_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,39,1
+portland_brewing-benchmark_old_ale,0,0,244981891072,"{""name"":""Benchmark Old Ale"",""abv"":9.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,4,1
+river_west_brewing-windy_city_pilsner,0,0,244982874112,"{""name"":""Windy City Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,6,1
+frontwaters_restaurant_and_brewing-port_clinton_porter,0,0,244629700609,"{""name"":""Port Clinton Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""frontwaters_restaurant_and_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+voodoo_brewing_co_llc-white_magick_of_the_sun,0,0,245749645312,"{""name"":""White Magick of the Sun"",""abv"":6.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""This Wheat ale is made with a little Voodoo Twist. We use our house Belgian Ale yeast and add the average unmalted wheat, wheat, barley,raw oats, malted rye and just add more of each. Hopped evenly and spiced with coriander, bitter and sweet orange peel, juniper berries, 12 varieties of peppercorns,lemon grass and caraway. About 6.75% alc by vol. \r\n\r\nBottle Conditioned and Refermented.  NOT A WIT BIER!!! Just stuff we like in beer that goes great with food. \r\n\r\nThis beer is to be the answer to those hot summer days. Blows away carbonated water!!!!!"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,42,1
+harmon_brewing_company-point_defiance_ipa,0,0,244740718594,"{""name"":""Point Defiance IPA"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harmon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Four types of malted barley, including a specially roasted Belgium barley make up the grain bill. Centennial, Sterling, and Amarillo hops provide the big hoppy flavor. Double dry-hopped, once with raw Centennial hops and once with raw Amarillo hops present this beer's huge hop aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,16,1
+kulmbacher_brauerei_ag-eku_pils,0,0,244740456450,"{""name"":""EKU Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+labatt_ontario_breweries-labatt_ice,0,0,244739538944,"{""name"":""Labatt Ice"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Ice, introduced in 1993, was the world’s first Ice-Brewed™ beer and the most successful new brand introduction in Canadian brewing history. Labatt Ice is a fully fermented beer that is allowed to mature at cold temperatures. Labatt Ice uses selected North American hops to complement its smooth, full flavour."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+red_oak_brewery-battlefield_bock,0,0,244997619713,"{""name"":""Battlefield Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_oak_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Battlefield Bock is a smooth and creamy Bavarian Style Bock Lager. It is brewed with our proprietary blend of Bavarian Dark Roasted Malts giving it a distinct taste with hints of coffee and chocolate. We add Noble Czech Saaz Hops to balance the flavor of this rich full bodied lager.  Battlefield Bock is slow cold aged for a minimum of 8 weeks."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,41,1
+twin_rivers_brewing-saison,0,0,245118402561,"{""name"":""Saison"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+dogfish_head_craft_brewery-shelter_pale_ale,0,0,244619411456,"{""name"":""Shelter Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our original brew and our most approachable beer. It's brewed with a premium barley and whole-leaf Glacial & Warrior hops. Our Shelter Pale Ale has a fine malt backbone and a slightly nutty flavor. A versatile, quaffable beer. The Shelter Pale Ale is available exclusively in the Mid-Atlantic region."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+herkimer_pub_brewery-high_point_dunkel,0,0,244749500417,"{""name"":""High Point Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""herkimer_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+mad_anthony_brewing-big_daddy_brown,0,0,244860977152,"{""name"":""Big Daddy Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,9,1
+green_bay_brewing-hinterland_mild_cask_ale,0,0,244747468802,"{""name"":""Hinterland Mild Cask Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,33,1
+two_brothers_brewing-the_bitter_end_pale_ale,0,0,245117157377,"{""name"":""The Bitter End Pale Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Very drinkable light golden ale.  Extremely refreshing hop finish"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,44,1
+browar_warka,0,0,244481785856,"{""name"":""Browar Warka"",""city"":""Warka"",""state"":"""",""code"":"""",""country"":""Poland"",""phone"":""+48(0-48) 666 11 11"",""website"":""http://www.warka.com.pl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""ul. Gośniewska 65""]}",1,19,1
+terrapin_beer_company-india_style_brown_ale,0,0,245116829696,"{""name"":""India Style Brown Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Terrapin India Style Brown Ale is a head on collision between a hoppy, west coast IPA and a complex, malty brown ale. Brewed with 5 varieties of hops and 7 different malts, this hybrid style represents the best of both worlds."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,43,1
+brouwerij_rodenbach-rodenbach,0,0,244481196033,"{""name"":""Rodenbach"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_rodenbach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+maclay_and_co-wallace,0,0,244868513792,"{""name"":""Wallace"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maclay_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+revolution_brewing_llc-iron_fist_pale_ale,0,0,244982480898,"{""name"":""Iron Fist Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""revolution_brewing_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""An amber pale ale dry hopped with a blend of American hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,5,1
+the_blind_bat_brewery_llc-harborfields_hefeweizen,0,0,245098938369,"{""name"":""Harborfields HefeWeizen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_blind_bat_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Sometimes it's good to keep it simple. \r\n\r\nHarborfields HefeWeizen is modeled after the German classic, but meant to be available fresh (like you would enjoy if you were in Germany). Shipping over long distances is not always a friend to beer. \r\n\r\nNamed for the Centerport-Greenlawn area of Long Island that is home to the Blind Bat Brewery, Harborfields Hefeweizen goes great with fish, chicken, or a summer salad. Some even like it with brunch! (Please enjoy your waffles responsibly.)"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,3,1
+grizzly_bay_brewing-weizen,0,0,244756316160,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grizzly_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+lakefront_brewery-holiday_spice_lager_beer,0,0,244755529729,"{""name"":""Holiday Spice Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+kaiserdom_privatbrauerei_bamberg,0,0,244738162689,"{""name"":""Kaiserdom Privatbrauerei Bamberg"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-60450"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Breitckerstrae 9""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.9043,""lon"":10.8524}}",1,10,1
+brouwerij_huyghe-delirium_nocturnum,0,0,244494958594,"{""name"":""Delirium Nocturnum"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_huyghe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,49,1
+elysian_brewing_tangletown-warminster_special_bitter,0,0,244611612672,"{""name"":""Warminster Special Bitter"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elysian_brewing_tangletown"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+capital_brewery-capital_bavarian_lager,0,0,244498432000,"{""name"":""Capital Bavarian Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Munich Helles style Lager""}",1,57,1
+stone_brewing_co-double_bastard_ale,0,0,245097562113,"{""name"":""Double Bastard Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,1,1
+gatz_brauhaus-alt,0,0,244631142401,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gatz_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+kiuchi_shuzou_goushi_kaisya,0,0,244738686976,"{""name"":""Kiuchi Shuzou Goushi Kaisya"",""city"":""Ibaraki"",""state"":""Kanto"",""code"":"""",""country"":""Japan"",""phone"":""81-029-298-0105"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1257, Kounsosu""]}",1,11,1
+yaletown_brewing-yippee_ipa,0,0,245750366209,"{""name"":""Yippee IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yaletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,46,1
+thirsty_dog_brewing-nut_brown_ale,0,0,245115518977,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,40,1
+court_avenue_brewing-topping_pale_ale,0,0,244488273922,"{""name"":""Topping Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""court_avenue_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,34,1
+deschutes_brewery-bachelor_bitter,0,0,244621246464,"{""name"":""Bachelor Bitter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deschutes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""\""The Traditional British Pint\"" lives on at Deschutes Brewery & Public House.  One of the original three packaged beers, it is still available year-round, but only at our pub.  Coppery in color and robust in flavor, Bachelor Bitter will leave your taste buds humming. Galena, Willamette and Kent Golding hops create fantastic hop bitterness, aroma and flavor.\r\n\r\nBachelor Bitter also kicked off the Bond Street Series that launched in April 2005.  The Bond Street Series is a specialty line of beers available in 22-ounce bottles."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,35,1
+four_peaks_brewing-the_raj_india_pale_ale,0,0,244622491649,"{""name"":""The Raj India Pale Ale"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong India Pale Ale that is marked by intense hop flavor and high hop bitterness. This style of beer needed the high hop and alcohol to survive the trip around Africa. Medium to light body and very bitter. \r\n\r\nAlcohol content approximately 6.9% by volume (ALWAYS ON TAP!!)"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,37,1
+nebraska_brewing_company-red_sled_winter_ale,0,0,244860715009,"{""name"":""Red Sled Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+loaf_and_stein_brewing-nut_brown,0,0,244859994113,"{""name"":""Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""loaf_and_stein_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+iron_springs_pub_brewery,0,0,244739866625,"{""name"":""Iron Springs Pub & Brewery"",""city"":""Fairfax"",""state"":""California"",""code"":""94930"",""country"":""United States"",""phone"":""1-415-485-1005"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""765 Center Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.986,""lon"":-122.584}}",1,14,1
+gray_brewing-pre_prohibition_lager,0,0,244757757952,"{""name"":""Pre-Prohibition Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+rocky_river_brewing-artisan_saison,0,0,244981235713,"{""name"":""Artisan Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rocky_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+river_horse_brewing_company-river_horse_lager,0,0,245000568835,"{""name"":""River Horse Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""We mill the choicest two row barley malt in our 100 year old mill room for this all natural, unfiltered Lager. Lightly hopped, fermented slowly. River Horse Lager gets plenty of quality time with us before we pass it on to you."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+slab_city_brewing-high_noon_wheat_beer,0,0,244980711425,"{""name"":""High Noon Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,0,1
+mash_house_restaurant_and_brewery,0,0,244879917056,"{""name"":""Mash House Restaurant and Brewery"",""city"":""Fayetteville"",""state"":""North Carolina"",""code"":""28303"",""country"":""United States"",""phone"":""1-910-867-9223"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4150 Sycamore Dairy Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.0707,""lon"":-78.9545}}",1,56,1
+bullfrog_brewery-hands_off_maibock,0,0,244495613954,"{""name"":""Hands Off Maibock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""bullfrog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A springtime favorite, this traditional German Maibock (my-bock) is golden in color with a rich maltiness and a long, spicy finish."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,50,1
+flying_dog_brewery-heller_hound_bock_beer,0,0,244613840897,"{""name"":""Heller Hound Bock Beer"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,17,1
+hp_bulmer-woodpecker,0,0,244750221314,"{""name"":""Woodpecker"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hp_bulmer"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+privatbrauerei_frankenheim-alt,0,0,244981891073,"{""name"":""Alt"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_frankenheim"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,4,1
+rock_bottom_restaurant_brewery_minneapolis-itasca_extra_pale_ale,0,0,244982874113,"{""name"":""Itasca Extra Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,6,1
+great_bear_brewing-pioneer_peak_porter,0,0,244755857408,"{""name"":""Pioneer Peak Porter"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_bear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+wdi_bru_huus,0,0,245749645313,"{""name"":""Wdi-Bru-Huus"",""city"":""Wdenswil"",""state"":"""",""code"":"""",""country"":""Switzerland"",""phone"":""41-01-783-93-92"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Florhofstrasse 13""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.2311,""lon"":8.6691}}",1,42,1
+heineken_international-premium_light_lager_beer,0,0,244740784128,"{""name"":""Premium Light Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_international"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+kulmbacher_brauerei_ag-premium_pils_edelherb,0,0,244740521984,"{""name"":""Premium Pils Edelherb"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+lagunitas_brewing_company-sirius,0,0,244739538945,"{""name"":""Sirius"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,13,1
+rogue_ales-tracktown_ipa,0,0,244997685248,"{""name"":""Tracktown IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Offering a hop-heads paradise, this unfiltered Northwest-Style India Pale Ale introduces a big floral hop character to the aroma, flavor and finish. Hops, Hops, Hops from front to back but nicely offset with a malty richness that prevents this ale from being overbearing. Tracktown is made from 100% Floor Malted Maris Otter, 100% Northwest Amarillo Hops, Free Range Coastal Water, and absolutely No Chemicals, Additives, or Preservatives."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,41,1
+uinta_brewing_compnay-king_s_peak_porter,0,0,245118402562,"{""name"":""King's Peak Porter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uinta_brewing_compnay"",""updated"":""2010-07-22 20:00:20"",""description"":""King's Peak Porter is deep mahogany in color and has a full-bodied malty flavor. Hints of chocolate malt are easily detectable.\r\n\r\nTopped with a tan creamy head, this beer has a definite hop character that nicely balances its mild bitterness. \r\n\r\nKing's Peak is the highest point in the state of Utah at 13,528 feet, located in northeastern Utah in the Uinta Mountains."",""style"":""Porter"",""category"":""Irish Ale""}",1,47,1
+dublin_brewing-1798_revolution,0,0,244619411457,"{""name"":""1798 Revolution"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dublin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,31,1
+hofbru_kaltenhausen_salzachtal,0,0,244749565952,"{""name"":""Hofbru Kaltenhausen Salzachtal"",""city"":""Hallein"",""state"":"""",""code"":"""",""country"":""Austria"",""phone"":""43-0-62-45/795-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Salzachtal Bundesstrae Nord 37""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6942,""lon"":13.0784}}",1,38,1
+maisel_bru-eine_bamberger_weisse_hell,0,0,244860977153,"{""name"":""Eine Bamberger Weisse Hell"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maisel_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,9,1
+grumpy_troll_restaurant_and_brewery-how_now,0,0,244747534336,"{""name"":""How Now"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,33,1
+valley_brewing_company-fat_city_ale,0,0,245117222912,"{""name"":""Fat City Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Fat City Ale is the newest release from Valley Brewing Company. Fat City Ale is produced using only the finest 2-Row Barley and fresh Hops resulting in a crisp and refreshing flavor."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,44,1
+california_cider_company,0,0,244481785857,"{""name"":""California Cider Company"",""city"":""San Rafael"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.9735,""lon"":-122.531}}",1,19,1
+the_cambridge_house-abijah_rowe_ipa,0,0,245116895232,"{""name"":""Abijah Rowe IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_cambridge_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditional English India Pale Ale brewed with all English malt & hopped with a blend of English & American hops. High in strength, bitterness & aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+brouwerij_st_bernardus-watou_tripel,0,0,244481196034,"{""name"":""Watou Tripel"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_st_bernardus"",""updated"":""2010-07-22 20:00:20"",""description"":""The flavour of this beer is pleasantly soft and is characterized by a delicate bitterness where the balance between malt and hop is based upon a fruity orange taste with a straight fresh after taste (7.5% alcohol content)"",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,18,1
+magnolia_pub_and_brewery-stout_of_circumstance,0,0,244868579328,"{""name"":""Stout of Circumstance"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,28,1
+richbrau_brewing_company-richbrau_oatmeal_stout,0,0,244982546432,"{""name"":""Richbrau Oatmeal Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""If you don’t do dark beers, do yourself a favor and cancel that policy for this Oatmeal Stout. Keywords: Sweet Lusciousness; Roasty chocolate. Served on a nitro tap."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,5,1
+titletown_brewing-johnny_blood_mcnally_irish_red,0,0,245099003904,"{""name"":""Johnny \""Blood\"" McNally Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,3,1
+hair_of_the_dog_brewing-ruth,0,0,244756316161,"{""name"":""Ruth"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+long_trail_brewing_co-double_bag_ale,0,0,244878016512,"{""name"":""Double Bag Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This malty, full-bodied double alt is also know as \""Stickebier\"" - German slang for \""secret brew\"". Double Bag was originally offered only in our brewery taproom as a special treat to our visitors."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,52,1
+karl_strauss_brewery_gardens_sorrento_mesa-star_of_india_pale_ale,0,0,244738162690,"{""name"":""Star of India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+brouwerij_kerkom-winterkoninkse,0,0,244495024128,"{""name"":""Winterkoninkse"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_kerkom"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+far_west_ireland_brewing-three_threads_porter,0,0,244611612673,"{""name"":""Three Threads Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""far_west_ireland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,12,1
+carlyle_brewing-scottish_ale,0,0,244498432001,"{""name"":""Scottish Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carlyle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,57,1
+summit_brewing-india_pale_ale,0,0,245097562114,"{""name"":""India Pale Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""First brewed with an extra dose of hops to help it survive the long journey from England to beer lovers in India, India Pale Ale is now brewed just for the pleasure of its distinctive hoppy flavor."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,1,1
+glacier_brewhouse,0,0,244631142402,"{""name"":""Glacier Brewhouse"",""city"":""Anchorage"",""state"":""Alaska"",""code"":""99501"",""country"":""United States"",""phone"":""(907) 274-2739"",""website"":""http://www.glacierbrewhouse.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""737 W. 5th Ave., Suite 110""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":61.2179,""lon"":-149.896}}",1,58,1
+la_jolla_brewing-blitzen,0,0,244738686977,"{""name"":""Blitzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+yazoo_brewing-hefeweizen,0,0,245750366210,"{""name"":""Hefeweizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An authentic example of a Bavarian Hefeweizen. “Hefe” means cloudy or yeasty and “weizen” means wheat. This beer is made with mostly wheat and uses a true Hefeweizen yeast that gives it a fruity, banana aroma with just a hint of cloves. The tart finish makes this the perfect summer beer.\r\n\r\nFood pairings: Almost anything goes well with Hefeweizen but it especially shines when paired with salads and omelets.\r\n\r\nOG: 12.0 Plato\r\nFG: 2.3 Plato\r\nIBUs: 13\r\nSRM: 3\r\n5.0% abv"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,46,1
+timmermans-timmermans_peche,0,0,245115518978,"{""name"":""Timmermans Pêche"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,40,1
+court_avenue_brewing,0,0,244488339456,"{""name"":""Court Avenue Brewing"",""city"":""Des Moines"",""state"":""Iowa"",""code"":""50309"",""country"":""United States"",""phone"":""1-515-282-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""309 Court Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.5855,""lon"":-93.621}}",1,34,1
+dick_s_brewing-best_bitter,0,0,244621312000,"{""name"":""Best Bitter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+fratellos_restaurant_and_brewery-nut_brown_ale,0,0,244622557184,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fratellos_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+new_glarus_brewing_company-copper_kettle_weiss,0,0,244860715010,"{""name"":""Copper Kettle Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,8,1
+long_trail_brewing_co-traditional_ipa,0,0,244860059648,"{""name"":""Traditional IPA"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The first IPAs were unfiltered and featured extra hops and higher strength as a preservative for the long trip from England to the colony of India. Our Traditional IPA is naturally carbonated, dry-hopped & unfiltered like the old days."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+jolly_pumpkin_artisan_ales-fuego_del_otono,0,0,244739866626,"{""name"":""Fuego del Otono"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""To catch a bit of soft radiance in each bottle, we wait for fall colors to begin their bright and fleeting glow before brewing this wonderful ale under their autumn fire. Gentle amber malt blend smooth caramel notes, gently lapping against a shore of distant forgotten spice. A beer to sip, contemplate and enjoy."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,14,1
+great_divide_brewing-hercules_double_ipa,0,0,244757757953,"{""name"":""Hercules Double IPA"",""abv"":9.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Hoppier, maltier and with more alcohol than a standard IPA, Hercules Double IPA definitely is not for the faint of heart. Hercules Double IPA is, however, an elixir fit for the gods. A brash but creamy wonder, Hercules pours a deep orange-coppery color, forming substantial lace in the glass. Hercules Double IPA delivers a huge amount of piney, floral, and citrusy hop aroma and flavor from start to finish. A hefty backbone of nutty, toffee-like malt character balances Hercules’ aggressive, punchy hop profile."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+rogue_ales-dry_hopped_st_rogue_red_ale,0,0,244981235714,"{""name"":""Dry Hopped St. Rogue Red Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""The Malt Advocate described Saint Rogue Red as \""An ale with great character and plenty of hops to satisfy. Full aromatic punch of caramel, citrus fruit and melon, with underlying fresh earth tones. Sweet caramel notes up front are quickly taken over by an array of fruit and hops bitterness that lingers into the night. A more adventurous ale than most.\""\r\n\r\nReddish copper in color, a roasty malt flavor with a hoppy sprucy finish. Saint Rogue Red is made with two-row Harrington, Klages and Munich malts, along with Hugh Baird 30-37, 13-17 Carastan, and Crystal 70-80 malts (44.4% speciality grains .39 lbs grain per bottle); Chinook and Centennial hops. Saint Rogue Red is available in a 22-ounce bottle, 12-ounce 6-pack (new for 2005), and on draft. Saint Rogue Red Dry Hopped-a draft only variation with raw Centennial hops added to the keg, giving the beer an increased hop finish and intense hop aroma."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,2,1
+river_west_brewing,0,0,245000634368,"{""name"":""River West Brewing"",""city"":""Chicago"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.85,""lon"":-87.6501}}",1,48,1
+st_austell_brewery-hsd_hicks_special_draught,0,0,245097365504,"{""name"":""HSD Hicks Special Draught"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_austell_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""St Austell’s most legendary ale, HSD is fullbodied strong and Cornish, brimming with a kaleidoscope of flavours. Brewed with plenty of malt and lashings of English Fuggles and Golding hops, HSD is truly a classic ale of considerable depth and complexity. The real ale alternative to a well rounded premium red wine and simply superb with steaks and other red meat dishes."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,0,1
+mcmenamins_mill_creek-india_pale_ale,0,0,244879917057,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,56,1
+capital_brewery-capital_weizen_doppelbock,0,0,244495679488,"{""name"":""Capital Weizen Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,50,1
+flying_fish_brewing_company-hopfish_ipa,0,0,244613906432,"{""name"":""HopFish IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""At the request of you hopheads, we produced this I.P.A. with a deep golden color, plenty of hop bitterness balanced by malt sweetness. Because of the extensive dry hopping, there's a floral and citrus hop finish. It's then lightly filtered to maintain the appropriate body and flavor. The beer features a combination of American, English and German malts to balance the large amount of hops. The HopFish also uses three hop varieties at five different times and has been dry-hopped for two weeks with 22lbs of Nugget whole leaf hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+idaho_brewing,0,0,244750286848,"{""name"":""Idaho Brewing"",""city"":""Idaho Falls"",""state"":""Idaho"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.4666,""lon"":-112.034}}",1,39,1
+pug_ryan_s_steakhouse_and_brewery-pallavicini_pilsner,0,0,244981956608,"{""name"":""Pallavicini Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pug_ryan_s_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+rogue_ales-hazelnut_brown_nectar,0,0,244982939648,"{""name"":""Hazelnut Brown Nectar"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""HazelNut Brown Nectar is a nutty twist to a traditional European Brown Ale. Dark brown in color with a hazelnut aroma, a rich nutty flavor and a smooth malty finish. Dedicated to the homebrewer in each of us--the homebrewer who inspired this creation is Chris Studach, a friend of Rogues resident wizard John Maier, who added a Northwest twist to the classic style by adding hazelnuts for the host homebrew at the 1993 American Homebrewers Association convention. Chris put the nut in nut brown!\r\n\r\nHazelnut Brown Nectar Ale is a blend of Great Western 2-row Pale, Munich, Hugh Baird Brown, Crystal 80 and Crystal 135, Carastan, and Beeston Pale Chocolate malts; hazelnut extract; Perle and Saaz hops. HazelNut Brown Nectar is available in a 22-ounce bottle, a special commemorative 3-litre bottle with ceramic swing-top, and on draft."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,6,1
+great_dane_pub_and_brewing_2-foxy_brown,0,0,244755922944,"{""name"":""Foxy Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,54,1
+weyerbacher_brewing_company-golf,0,0,245749710848,"{""name"":""Golf"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Brewer's Select Series, Golf is a fest-weisse hybrid or 'Festeweizen.' It will weigh in at 5.0% and is made with Munich, Wheat, and CaraVienna malts and Spalt hops."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,42,1
+high_falls_brewing-dundee_wheat_beer,0,0,244740784129,"{""name"":""Dundee Wheat Beer"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Senator Joseph McCarthy. The Hollow Earth Society. Members of the Spanish Inquisition. All convinced they were blessed with the gift of clarity. And proof that clarity might be overrated. \r\n\r\nSometimes, being unclear—and a little flexible—is a good thing. Like when you are looking for the perfect refreshment. Dundee Wheat Beer combines wheat and yeast into a refreshing hefeweizen-style brew. Unfiltered, so it is slightly cloudy and pleasantly unclear. \r\n\r\nSo the next time you’re convinced you’re right about what you’ve been drinking, give a little “unclarity” a try.\r\n\r\nAn American-style, unfiltered wheat beer. Pale straw in color with a light cloudiness from carefully selected wheat and yeast. Pleasant spicy malt aroma and a crisp hop finish."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,16,1
+labatt_ontario_breweries-canadian_ale,0,0,244740521985,"{""name"":""Canadian Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,15,1
+legacy_brewing_co,0,0,244739604480,"{""name"":""Legacy Brewing Co."",""city"":""Reading"",""state"":""Pennsylvania"",""code"":""19602"",""country"":""United States"",""phone"":""(610) 376-9996"",""website"":""http://www.legacybrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Legacy Brewing Co. is committed to handcrafting unique, high quality beer by employing brewing techniques learned from European and American brewers. The complexity of flavors comes from a combination of high quality imported malts and our hopping methods which includes the use of whole flower hops. The Legacy team includes a creative collection of brewers, engineers, a microbiologist and our friends in the arts community; all with a passion for innovative products. Legacy...we brew pure pleasure!"",""address"":[""545 Canal Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.3256,""lon"":-75.9283}}",1,13,1
+s_a_damm-estrella_levante_clasica,0,0,244997685249,"{""name"":""Estrella Levante Clasica"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""s_a_damm"",""updated"":""2011-07-14 08:52:30"",""description"":"""",""style"":""Baltic-Style Porter"",""category"":""Other Lager""}",1,41,1
+upstream_brewing_old_market-grand_cru,0,0,245118402563,"{""name"":""Grand Cru"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+dubuque_brewing_and_bottling-wild_boar_wild_wheat,0,0,244619476992,"{""name"":""Wild Boar Wild Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dubuque_brewing_and_bottling"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+hoffbrau_steaks_brewery_2,0,0,244749565953,"{""name"":""Hoffbrau Steaks Brewery #2"",""city"":""Dallas"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.803,""lon"":-96.7699}}",1,38,1
+midnight_sun_brewing_co-mayhem_belgian_style_double_ipa,0,0,244861042688,"{""name"":""Mayhem Belgian-style Double IPA"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Chaotic yet hypnotic, Mayhem is a deliberate Double IPA, brewed and conditioned with a special Belgian yeast that contributes complexity and spice. Abundant American hops offer grapefruit, pine, must and mint, which play off the fullness and sweetness of pale malts then provide a biting yet enticing finish.\r\n\r\nMayhem Double IPA accents the complex spice combinations found in Thai, Indian, Cajun, Morrocan, Mexican and Southwest American cuisines as well as BBQ marinades, dry rubs and sauces.\r\n\r\nMayhem creates MAYHEM."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,9,1
+hops_grillhouse_brewery_cherry_creek,0,0,244747534337,"{""name"":""Hops Grillhouse & Brewery - Cherry Creek"",""city"":""Denver"",""state"":""Colorado"",""code"":""80206"",""country"":""United States"",""phone"":""1-303-377-0909"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""149 Steele Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7187,""lon"":-104.95}}",1,33,1
+victory_brewing-brandywine_valley_lager,0,0,245117222913,"{""name"":""Brandywine Valley Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,44,1
+callahan_s_pub_and_brewery,0,0,244481785858,"{""name"":""Callahan's Pub and Brewery"",""city"":""San Diego"",""state"":""California"",""code"":""92126"",""country"":""United States"",""phone"":""1-858-578-7892"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""8280-A Mira Mesa Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.9147,""lon"":-117.146}}",1,19,1
+valley_brewing_company-valley_berry_wheat,0,0,245116895233,"{""name"":""Valley Berry Wheat"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Valley Berry Wheat is a fruit beer produced using pure fruit extracts of Raspberry, Wildberry, Cherry and Blueberry. The beer has a wonderful fruity nose and a smooth clean finish."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,43,1
+brouwerij_van_steenberge-leute_bok_bier,0,0,244481261568,"{""name"":""Leute Bok Bier"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_van_steenberge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,18,1
+mcmullen_sons-ak_original_bitter,0,0,244868644864,"{""name"":""AK Original Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmullen_sons"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+rogue_ales-mogul_ale,0,0,244982546433,"{""name"":""Mogul Ale"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Mogul is a complex blend of 5 malts and 7 hops. This years Mogul (12/05) will only get better with time...its a hedonistic mouthful with layers of rich malt and tremendous bitterness. A quote from John \""more hops\"" Maier, \""Keep Warm, Drink Mogul ~ Prost!\"" This batch of Mogul was brewed with Pale, Munich, Dark caramunich, Melanoidin, and Amber malts. \r\nMoguls hops include Newport, Amarillo, Chinook, Horizon, Cascade, Centennial and Crystal...and Mogul (12/05) is dry-hopped with Amarillo and Centennial at the rate of 1 pound per barrel! Oh Hoppy Day!""}",1,5,1
+titletown_brewing-new_century_beer,0,0,245099003905,"{""name"":""New Century Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+hale_s_ales_3-pale_ale,0,0,244756381696,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+lost_coast_brewery-great_white_beer,0,0,244878082048,"{""name"":""Great White Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+laconner_brewing-india_pale_ale,0,0,244738228224,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""laconner_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+brouwerij_sterkens-white_ale,0,0,244495024129,"{""name"":""White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""brouwerij_sterkens"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+first_coast_brewing,0,0,244611612674,"{""name"":""First Coast Brewing"",""city"":""Wilmington"",""state"":""North Carolina"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":34.2257,""lon"":-77.9447}}",1,12,1
+carolina_brewery-ipa,0,0,244498432002,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carolina_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+the_alchemist-donovan_s_red,0,0,245097627648,"{""name"":""Donovan's Red"",""abv"":5.16,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""Named after Donovan's, a 19th century Irish restaurant in downtown Waterbury. This medium-bodied, red-colored ale has a nice hop flavor and aroma."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,1,1
+golden_pacific_brewing-golden_gate_amber_ale,0,0,244631207936,"{""name"":""Golden Gate Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+lagunitas_brewing_company-the_hairy_eyeball,0,0,244738752512,"{""name"":""The Hairy Eyeball"",""abv"":8.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+titletown_brewing-dousman_street_wheat,0,0,245115584512,"{""name"":""Dousman Street Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,40,1
+cucapa_brewing_company,0,0,244488339457,"{""name"":""Cucapa Brewing Company"",""city"":""Mexicali"",""state"":""Baja"",""code"":"""",""country"":""Mexico"",""phone"":"""",""website"":""http://www.cucapa.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Craft beer, just across the border."",""address"":[],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":31.7291,""lon"":-116.578}}",1,34,1
+dinkelacker_schwaben_bru,0,0,244621312001,"{""name"":""Dinkelacker-Schwaben Bru"",""city"":""Stuttgart"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)711-/-6481-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Tbinger Strae 46""]}",1,35,1
+gasthof_brauerei_zum_frohsinn-weizenbier,0,0,244622557185,"{""name"":""Weizenbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthof_brauerei_zum_frohsinn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,37,1
+new_glarus_brewing_company-hop_hearty_ipa,0,0,244860780544,"{""name"":""Hop Hearty IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+manayunk_brewery_and_restaurant-manayunk_lager,0,0,244860125184,"{""name"":""Manayunk Lager"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""In strict accordance with the German purity law of 1516, we present to you this annually brewed festbier. Traditionally brewed in March and stored deep in the caves of Germany, this beer was brought to the masses to celebrate in October. It is a Vienna-style lager with a bit more malt and hops making a malty but balanced beverage. Copper-orange in color, it sports a toasty malt backbone that wonderfully compliments itself with many of our menu items."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,7,1
+klosterbrauerei_weltenburg-hefe_weizen_dunkel,0,0,244739866627,"{""name"":""Hefe-Weizen Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_weltenburg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+green_flash_brewing-first_anniversary_ale,0,0,244757823488,"{""name"":""First Anniversary Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_flash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+ruppaner_brauerei-spezial_export,0,0,244981235715,"{""name"":""Spezial-Export"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+rogue_ales-chamomellow,0,0,245000634369,"{""name"":""Chamomellow"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Chamomellow is an herbal golden ale infused with chamomile, which provides an enticing floral aroma. Chamomile is one of the oldest garden herbs used by ancient Egyptians and other cultures to battle illness, promote calm and relieve anxiety, hence the name Chamomellow. Dedicated to Caleb McLoughlin, a revolutionary brewer who created this elixir at Rogues Issaquah Brewhouse and won a Gold medal in the Herbs & Spice category at the 2003 Great American Beer Festival.\r\n\r\nChamemollow is created from Northwest Harrington and Klages, and Maier Munich Malts (18% speciality grains, .19 lbs grain per bottle). Kent Golding and Cascade hops, and infused with Chamomile. Available in a limited edition 22-ounce bottles (originally as Test Batch 1 - Gold Medal Series), and on draft at Rogues six Public Houses."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+stone_brewing_co-old_guardian_barley_wine_2007,0,0,245097431040,"{""name"":""Old Guardian Barley Wine 2007"",""abv"":11.26,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+mendocino_brewing_hopland-yuletide_porter,0,0,244879982592,"{""name"":""Yuletide Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,56,1
+capital_city_brewing_company-amber_waves,0,0,244495679489,"{""name"":""Amber Waves"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A medium bodied west coast style amber ale.  This is aggressively hopped with Perle and Cascade hops, and is held together by its sweet malty center."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+fosters_tien_gang,0,0,244613906433,"{""name"":""Fosters Tien Gang"",""city"":""Thnh Pho Ho Ch Minh"",""state"":"""",""code"":"""",""country"":""Viet Nam"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Thnh Pho Ho Ch Minh""]}",1,17,1
+jinro_coors_brewing,0,0,244750286849,"{""name"":""Jinro Coors Brewing"",""city"":""Seoul"",""state"":"""",""code"":"""",""country"":""Korea, Republic of"",""phone"":""82-(0)431-279-4702"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Cheongwon Factory: 52, Joongsam-Ri, Hyundo-Myun""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.5665,""lon"":126.978}}",1,39,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-hefeweizen,0,0,244981956609,"{""name"":""HefeWeizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+ruppaner_brauerei-schimmele_hefe_pils,0,0,244982939649,"{""name"":""Schimmele Hefe Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+hair_of_the_dog_brewing-rose,0,0,244755922945,"{""name"":""Rose"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hair_of_the_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+wharf_rat-oliver_irish_red,0,0,245749710849,"{""name"":""Oliver Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wharf_rat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,42,1
+htt_brauerei_bettenhuser,0,0,244740784130,"{""name"":""Htt-Brauerei Bettenhuser"",""city"":""Baunatal"",""state"":""Hessen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)561-/-492076"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Knallhtte""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.2615,""lon"":9.4494}}",1,16,1
+labatt_ontario_breweries-genuine_honey_lager,0,0,244740521986,"{""name"":""Genuine Honey Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Genuine Honey Lager was introduced in 2005 in response to consumer demand for honey lagers. Labatt Genuine Honey uses genuine, all-natural, 100% Canadian honey to give consumers a softer, smoother taste. This naturally-aged lager is brewed to the same uncompromising standards applied to every Labatt beer. Genuine Honey Lager is the real thing!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,15,1
+magic_hat-9,0,0,244862550016,"{""name"":""#9"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Not quite pale ale.  A beer cloaked in secrecy.  An ale whose mysterious unusual palate will swirl across your tongue and ask more questions than it answers.\r\n\r\nA sort of dry, crisp, fruity, refreshing, not-quite pale ale.  #9 is really impossible to describe because there's never been anything else quite like it.  Our secret ingredient introduces a most unusual aroma which is balanced with residual sweetness."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+sandlot_brewery_at_coors_field-oktoberfest,0,0,244997685250,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sandlot_brewery_at_coors_field"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,41,1
+vyturio_alaus_darykla-baltas_alus,0,0,245750431744,"{""name"":""Baltas Alus"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vyturio_alaus_darykla"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,47,1
+duclaw-bad_moon_porter,0,0,244619476993,"{""name"":""Bad Moon Porter"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""A complex, robust porter, Bad Moon is medium to full bodied with a slightly sweet, malty presence combined with hints of chocolate and coffee. This is a full-bodied beer that gets its chocolate and coffee-like flavors and color from the use of generous amounts of roasted malts. It has a smooth finish and a balanced hop character."",""style"":""Porter"",""category"":""Irish Ale""}",1,31,1
+hoppin_frog_brewery-frosted_frog_christmas_ale,0,0,244749565954,"{""name"":""Frosted Frog Christmas Ale"",""abv"":8.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The essence of Christmas is captured in this very bottle you are holding. Perfectly blended spices compliment Frosted Frog’s rich malt flavors, creating the ultimate Christmas experience. Celebrate the holidays as you savor this very special seasonal offering."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,38,1
+montana_brewing-billings_ipa,0,0,244861042689,"{""name"":""Billings IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,9,1
+ithaca_beer_company-apricot_wheat,0,0,244747534338,"{""name"":""Apricot Wheat"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our easy drinking wheat beer is light in color and body ... perfect for those looking for a lighter taste. The combination of wheat and barley give our Apricot Wheat a different malt character than any of our other ales. The hint of apricot gives this beer a fruity finish, making it a fun beer to drink."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,33,1
+victory_brewing-throwback_lager,0,0,245750104064,"{""name"":""Throwback Lager"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Crisp, lighter in body, yet still full flavored brew.  Before Prohibition, thirst quenching lagers were firm and substantial, and enjoyed in huge volumes. This recipe incorporates yeast from the C. Schmidt Brewery of Philadelphia and a small portion of brewer's corn to recreate an \""industrial\"" lager of the turn of the century. \r\n\r\nReleased April 6 to celebrate Prohibition's repeal 73 yrs. ago, Throwback Lager is a draft only release that should flow into June"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,44,1
+capital_brewery-blonde_doppelbock,0,0,244481851392,"{""name"":""Blonde Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,19,1
+wagner_valley_brewing-sled_dog_doppelbock,0,0,245749907456,"{""name"":""Sled Dog Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wagner_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,43,1
+caldera_brewing-pale_ale,0,0,244481261569,"{""name"":""Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""caldera_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Available in 12 oz. cans and kegs.  A West-Coast-style pale ale balancing plenty of hops with a malty backbone."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+meckatzer_lwenbru,0,0,244868644865,"{""name"":""Meckatzer Lwenbru"",""city"":""Heimenkirch"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8381-/-504-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Meckatz 10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6308,""lon"":9.8889}}",1,28,1
+scottish_newcastle_breweries,0,0,244982546434,"{""name"":""Scottish & Newcastle Breweries"",""city"":""Newcastle-upon-Tyne"",""state"":""Northumberland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0191)-2325092"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Gallowgate""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.8918,""lon"":-76.7975}}",1,5,1
+trinity_brewing_company,0,0,245099069440,"{""name"":""Trinity Brewing Company"",""city"":""Colorado Springs"",""state"":""Colorado"",""code"":""80907"",""country"":""United States"",""phone"":""719-634-0029"",""website"":""http://trinitybrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1446 Garden of the Gods""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.8967,""lon"":-104.855}}",1,3,1
+hansa_bryggeri-pilsner,0,0,244756381697,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hansa_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+main_street_brewery,0,0,244878147584,"{""name"":""Main Street Brewery"",""city"":""Corona"",""state"":""California"",""code"":""92880"",""country"":""United States"",""phone"":""1-951-371-1471"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""300 North Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.8835,""lon"":-117.565}}",1,52,1
+latrobe_brewing-rolling_rock,0,0,244738228225,"{""name"":""Rolling Rock"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""latrobe_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,10,1
+capital_brewery-capital_special_pilsner,0,0,244495024130,"{""name"":""Capital Special Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,49,1
+flat_branch_pub_brewing-oil_change_oatmeal_stout,0,0,244611678208,"{""name"":""Oil Change Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flat_branch_pub_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Black as diesel oil, Oil Change is big in roasty chocolate flavors. A large amount of flaked oats gives this stout a velvety smoothness. Oil Change is nitrogen charged to give it a thick creamy head."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,12,1
+celis_brewery-dubbel_ale,0,0,244498497536,"{""name"":""Dubbel Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""celis_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+the_bruery-partridge_in_a_pear_tree,0,0,245097627649,"{""name"":""Partridge In A Pear Tree"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our holiday beer is a Belgian-style Dark Strong Ale, brewed with our brewery-made dark candi sugar, Munich and Vienna malts. Dark brown in color, fruity and complex with a rich malt backbone. This is a simple yet immensely complex beer meant to be savored and shared with friends and family."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,1,1
+goose_island_beer_company_fulton_street-demolition,0,0,244631273472,"{""name"":""Demolition"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+lift_bridge_brewery-harvestor_fresh_hop_ale,0,0,244738752513,"{""name"":""Harvestör Fresh Hop Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lift_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Constant addition of fresh Cascade and Willamette hops from Brad’s Stillwater hop garden during boil and fermentation process. Aromatic and caramel malts compliment the hop character for an incredibly balanced beer that celebrates the hop harvest without killing your tongue."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,11,1
+twin_ports_brewing-burntwood_black_ale,0,0,245115584513,"{""name"":""Burntwood Black Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_ports_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,40,1
+dirt_cheap_cigarettes_and_beer,0,0,244620787712,"{""name"":""Dirt Cheap Cigarettes and Beer"",""city"":""Fenton"",""state"":""Missouri"",""code"":""63026"",""country"":""United States"",""phone"":""1-636-343-9770"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""895 Bolger Court""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.5405,""lon"":-90.4607}}",1,34,1
+double_mountain_brewery_taproom-double_mountain_kolsch,0,0,244621377536,"{""name"":""Double Mountain Kolsch"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""double_mountain_brewery_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":""In Cologne, Germany, many a brewery produces a light-bodied ale with a delicate fruitiness and rounded maltiness, attributable to the unique yeast strain commonly used. Our Kölsch is unfiltered and more generously hopped than its German cousin.""}",1,35,1
+goose_island_beer_company_clybourn-porter,0,0,244622557186,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,37,1
+new_glarus_brewing_company-imperial_stout,0,0,244860780545,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,8,1
+marquette_harbor_brewery_and_restaurant-plank_road_pale_ale,0,0,244860125185,"{""name"":""Plank Road Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marquette_harbor_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+kulmbacher_brauerei_ag-kapuziner_gold,0,0,244739932160,"{""name"":""Kapuziner Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,14,1
+half_moon_bay_brewing-old_princeton_landing_ipa,0,0,244757823489,"{""name"":""Old Princeton Landing IPA"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+sacramento_brewing_company-abbey_ipa,0,0,244981301248,"{""name"":""Abbey IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Belgian IPA, West Coast hops meet belgian yeast. Spicy, fruity and citrusy notes combine for an interesting fusion brew."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,2,1
+rogue_ales-yellow_snow_ipa,0,0,245000699904,"{""name"":""Yellow Snow IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Yellow Snow IPA was originally introduced for the 2000 Winter Olympics in Salt Lake City.\r\n\r\nYellow Snow is Rogue’s tribute to winter sports everywhere—downhill skiing, snowboarding, cross country, ice hockey, ice fishing, snowmobiling, and even curling. \r\n\r\nIt will be available November 1st in select states where mountains and snow can be found.\r\n\r\nPale golden in color with a hoppy fruity aroma. Big hop flavor up front complemented by medium body and hoppyness mid-pallet. Finishes with a characteristic lingering bitterness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+stoudt_s_brewery-market_alley,0,0,245097431041,"{""name"":""Market Alley"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Made exclusively for the Lancaster Dispensing Company."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,0,1
+midnight_sun_brewing_co-big_slick_american_barleywine_ale,0,0,244879982593,"{""name"":""Big Slick American Barleywine Ale"",""abv"":11.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This kick ass American Barley Wine is all about hops —Nugget, Chinook, Simcoe and Centennial. And, yeah, LoTs of ‘em. OK…there’s a substantial malt base on which these juicy Pacific NW hops lie down and do their dirty work. Maybe that’s too much info…"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,56,1
+capital_city_brewing_company-st_adrian_s_alt,0,0,244495679490,"{""name"":""St. Adrian's Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,50,1
+freeminer_brewery,0,0,244613906434,"{""name"":""Freeminer Brewery"",""city"":""Cinderford"",""state"":""Gloucestershire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01594)-827989"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Whimsey Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.8325,""lon"":-2.5116}}",1,17,1
+jolly_pumpkin_artisan_ales-maracaibo_especial,0,0,244750286850,"{""name"":""Maracaibo Especial"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich brown ale inspired by the enigmatic monastic brews of Belgium, and the mysterious mist shrouded jungles of the tropics. Brewed with real cacao, and spiced with cinnamon and sweet orange peel for a sensual delight. A brew to be sipped, savored, and enjoyed!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+red_oak_brewery-red_oak_amber_lager,0,0,244981956610,"{""name"":""Red Oak Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_oak_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Red Oak Amber is a Munich Urtyp (Old Style) Lager. We begin the brewing process with custom kilned imported Munich Malt.  Red Oak is then hopped with Spalt Noble Hops imported from Bavaria, the oldest hop growing region in the world.  Before fermentation we add a yeast strain from Weihenstephen, the oldest brewery in the world, founded before 1040 AD. Weeks of aging gives Red Oak the smooth taste it is known for."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+saint_louis_brewery_schlafy_tap_room-coffee_stout,0,0,244982939650,"{""name"":""Coffee Stout"",""abv"":5.7,""ibu"":30.0,""srm"":47.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2011-02-07 14:29:21"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,6,1
+harvey_son_lewes-a_lecoq_imperial_extra_double_stout_1999,0,0,244755922946,"{""name"":""A. LeCoq Imperial Extra Double Stout 1999"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvey_son_lewes"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+widmer_brothers_brewing-drop_top_amber_ale,0,0,245749710850,"{""name"":""Drop Top Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""widmer_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""A rich, flavorful Amber that's smooth and easy to drink. Drop Top is fermented by an American Ale yeast to produce beer with a clean flavor and fruity aroma. The velvet texture is from using Honey malt and a touch of milk sugar. The Alchemy bittering hops provide soft bitterness. Simcoe, a newly developed hop variety, adds unique hop flavor and aroma. 2004 GABF Gold Medal Award Winner\""\r\n-Widmer Brothers Brewing Company"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,42,1
+humboldt_brewing-gold_nectar,0,0,244740849664,"{""name"":""Gold Nectar"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+lafayette_brewing-bill_old_ale,0,0,244740521987,"{""name"":""Bill Old Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lafayette_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,15,1
+magnolia_pub_and_brewery-prescription_pale,0,0,244862615552,"{""name"":""Prescription Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magnolia_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+shipyard_brewing_portland-pugsley_s_signature_series_barley_wine_style_ale,0,0,244997750784,"{""name"":""Pugsley's Signature Series Barley Wine Style Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":""Barley Wine Style Ale is a big beer made with six different malts (Pale Ale, Crystal, Caramunich, Wheat, Chocolate and Roasted Barley) and balanced with a very full hop charge of Summit, Challenger and Fuggles hops. It is a deep reddish brown color with a complex fruity nose, a very full body, and an interesting balance between grains and hops which ends with a pleasing dry taste. To fully enjoy all the flavours, this ale is best drunk at 55 degrees Fahrenheit."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,41,1
+watney_brewery,0,0,245750497280,"{""name"":""Watney Brewery"",""city"":""London"",""state"":""London"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.5002,""lon"":-0.1262}}",1,47,1
+empyrean_brewing_company-fallen_angel_sweet_stout,0,0,244619542528,"{""name"":""Fallen Angel Sweet Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""empyrean_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,31,1
+hops_haven_brew_haus-pumpkin_ale,0,0,244749631488,"{""name"":""Pumpkin Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+montana_brewing-stillwater_rye,0,0,244861042690,"{""name"":""Stillwater Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+jever_brewery-jever_pilsener,0,0,244747599872,"{""name"":""Jever Pilsener"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jever_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A Norther German (Friesian) Pilsener that is cattegoristic of the style. It is a little more hoppy than Czech pilseners giving it a more herb (bitter?) flavor."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,33,1
+williams_brothers_brewing_company-grozet_gooseberry_and_wheat_ale,0,0,245750104065,"{""name"":""Grozet Gooseberry and Wheat Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""williams_brothers_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,44,1
+carolina_brewery-amber,0,0,244481851393,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carolina_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,19,1
+watch_city_brewing-hops_explosion_ipa,0,0,245749972992,"{""name"":""Hops Explosion IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""watch_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+caledonian_brewing,0,0,244481261570,"{""name"":""Caledonian Brewing"",""city"":""Edinburgh"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0131)-337-1286"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""42 Slateford Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":55.9358,""lon"":-3.2297}}",1,18,1
+mickey_s_brewing_co,0,0,244868644866,"{""name"":""Mickey's Brewing Co."",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.mickeys.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0389,""lon"":-87.9065}}",1,28,1
+shmaltz_enterprises,0,0,244982611968,"{""name"":""Shmaltz Enterprises"",""city"":""San Francisco"",""state"":""California"",""code"":""94110"",""country"":""United States"",""phone"":""1-650-343-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3435 Cesar Chavez #227""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.7481,""lon"":-122.419}}",1,5,1
+troegs_brewing-scratch_15_2008,0,0,245099069441,"{""name"":""Scratch #15 2008"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #15-2008 is our first collaborative beer in the Scratch series. We teamed up with St. Thomas Roasters of Linglestown to create a Double Espresso Oatmeal Stout.\r\n\r\nThe double in the name refers to the espresso (not the alcohol). Scratch #15’s espresso blend is a medium city-type roast featuring beans from three continents. St. Thomas Roasters roasted and ground the beans; we used them in our hopback. At the end of the boil the hot wort passed through the espresso beans to give a lush coffee espresso nose and hints of coffee flavor.\r\n\r\nChocolate, roasted and caramel malt flavors stand out, while the addition of oats gives Scratch #15 a full, round mouth feel. Galena and Ken Goldings hops are added to balance the overall flavor and not drive up the bitterness. The head retention diminishes quickly because of the oils from the espresso beans."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,3,1
+heartland_brewery_union_square,0,0,244756381698,"{""name"":""Heartland Brewery Union Square"",""city"":""New York"",""state"":""New York"",""code"":""10003"",""country"":""United States"",""phone"":""1-212-645-3400"",""website"":""http://www.heartlandbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.7323,""lon"":-73.9874}}",1,55,1
+mckenzie_brew_house-old_rogue_pale_ale,0,0,244878147585,"{""name"":""Old Rogue Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mckenzie_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+liberty_steakhouse_and_brewery-liberty_raspberry_wheat_ale,0,0,244738228226,"{""name"":""Liberty Raspberry Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This brew combines the mild, tartness of a wheat beer with the flavor of real raspberries. The raspberry flavor is not overpowering. It has a wonderful berry aroma, and is a favorite even among those who claim to \""not like beer\""."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,10,1
+capital_brewery-capital_u_s_pale_ale,0,0,244495024131,"{""name"":""Capital U.S. Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+flying_fish_brewing_company-belgian_abbey_dubbel,0,0,244611678209,"{""name"":""Belgian Abbey Dubbel"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian-style Abbey Dubbel is an exceptionally complex beer with many interwoven flavors. This classic-style Abbey beer features an immense head with a fruity nose and a generous body. Malty in the middle, the beer features a clean, almondy dry finish and a slight alcohol warmth. More like a wine than a beer—it has a lot of the qualities of a fine Burgundy.\r\n\r\nBeer writer Michael Jackson has praised the Flying Fish Dubbel as \""a wonderful example of the style.\"""",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,12,1
+cervecera_cuauhtmoc_moctezuma,0,0,244498497537,"{""name"":""Cervecera Cuauhtmoc-Moctezuma"",""city"":""Monterrey"",""state"":""Nuevo Leon"",""code"":"""",""country"":""Mexico"",""phone"":""52-81-8328-5000"",""website"":""http://www.ccm.com.mx/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Av.Alfonso Reyes Norte No.2202""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":25.7091,""lon"":-100.314}}",1,57,1
+the_livery-american_brown_ale,0,0,245097627650,"{""name"":""American Brown Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Every winter 300 hardy Telemark skiers converge at Mt. Bohemia and the Porcupine Mountains ski areas for three days of back country touring, lift served high speed runs, chili cook offs, and dancing and beer drinking to Finnish Reggae, Bluegrass, or whatever else comes out of the woodwork. Steve brews this hoppy American Brown Ale in honor of his good friends and ski buddies from all over the Midwest and Canada who attend. Rich, malty, and dry-hopped to perfection. Available December through March."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,1,1
+goose_island_beer_company_fulton_street-pere_jacques,0,0,244631273473,"{""name"":""Pere Jacques"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+lightning_boy_brewery,0,0,244861566976,"{""name"":""Lightning Boy Brewery"",""city"":""Belgrade"",""state"":""Montana"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.7786,""lon"":-111.179}}",1,11,1
+upper_mississippi_brewing-pale_pale_boss_ale,0,0,245115650048,"{""name"":""Pale Pale Boss Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upper_mississippi_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,40,1
+dogfish_head_craft_brewery-world_wide_stout,0,0,244620787713,"{""name"":""World Wide Stout"",""abv"":18.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dogfish_head_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark, rich, roasty and complex, World Wide Stout has more in common with a fine port than a can of cheap, mass-marketed beer. Brewed with a ridiculous amount of barley. Have one with (or as!) dessert tonight!""}",1,34,1
+duclaw-blackout,0,0,244621377537,"{""name"":""Blackout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""duclaw"",""updated"":""2010-07-22 20:00:20"",""description"":""Succumb to this dark, medium bodied German-style dark lager’s smooth roasted flavors and light hoppy bitterness. Don’t worry, you’ll remember everything the next morning."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,35,1
+gottberg_brew_pub-english_brown_ale_discontinued,0,0,244622557187,"{""name"":""English Brown Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_brown_ale,0,0,244860846080,"{""name"":""Nøgne Ø Brown Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A dark brown English ale, in which classic English malts meet the spicy hoppiness of the new world.  Recommended serving temperature 8°C/45°F. Goes very well with ‘pub grub.’"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,8,1
+middle_ages_brewing-grail_ale,0,0,244860190720,"{""name"":""Grail Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An amber ale with a ruby hue, fresh hop aroma, rich malt body and a complex palate."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+lagunitas_brewing_company-cappuccino_stout,0,0,244739932161,"{""name"":""Cappuccino Stout"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ale Brewed with Columbian Coffee. Brewed with Sebastopol's Own Hard Core Coffee."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,14,1
+ham_s_restaurant_and_brewhouse-buccaneer_brown_ale,0,0,244757823490,"{""name"":""Buccaneer Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ham_s_restaurant_and_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,59,1
+saint_louis_brewery_schlafy_tap_room-schlafly_kolsch,0,0,244981301249,"{""name"":""Schlafly Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+routh_street_brewery_and_grille-dusseldorf_style_altbier,0,0,245000699905,"{""name"":""Dusseldorf-Style Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,48,1
+thirsty_dog_brewing-siberian_night_imperial_stout,0,0,245097431042,"{""name"":""Siberian Night Imperial Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Imperial Stouts are by far the \""GRAND - DADDY\"" of all stouts. For those who demand flavor, this is the perfect libation."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,0,1
+minneapolis_town_hall_brewery-smoked_hefe,0,0,244880048128,"{""name"":""Smoked Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+central_waters_brewing_company-brewhouse_coffee_stout,0,0,244495679491,"{""name"":""Brewhouse Coffee Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A coffee lover's delight! A wonderful stout infused with coffee that is specially roasted for us by Emy J's (www.emyjs.com) in Stevens Point, WI.""}",1,50,1
+gold_crown_brewing-premium_lager,0,0,244613971968,"{""name"":""Premium Lager"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gold_crown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+jw_lees_and_co_brewers_ltd-harvest_ale_1997,0,0,244750286851,"{""name"":""Harvest Ale 1997"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,39,1
+red_star_brewery_grille-strawberry_honey_amber_ale,0,0,244982022144,"{""name"":""Strawberry Honey Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,4,1
+samuel_smith_old_brewery_tadcaster-taddy_porter,0,0,244983005184,"{""name"":""Taddy Porter"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,6,1
+hoppin_frog_brewery-mean_manalishi_double_i_p_a,0,0,244755988480,"{""name"":""Mean Manalishi Double I.P.A."",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Explore the extremes of hops, and experience all of their bitterness, flavor and aroma with this Double I.P.A. An extreme, super-assertive and satisfying amount of American hop character is balanced with a toasty, caramelized, intense malt presence."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,54,1
+willoughby_brewing,0,0,245749776384,"{""name"":""Willoughby Brewing"",""city"":""Willoughby"",""state"":""Ohio"",""code"":""44094"",""country"":""United States"",""phone"":""1-440-975-0202"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4057 Erie Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.6416,""lon"":-81.4066}}",1,42,1
+humboldt_brewing-nectar_ipa,0,0,244740849665,"{""name"":""Nectar IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,16,1
+lagunitas_brewing_company-censored_aka_the_kronic,0,0,244740587520,"{""name"":""Censored (aka The Kronic)"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,15,1
+mcmenamins_mill_creek-hammerhead_ale,0,0,244862615553,"{""name"":""Hammerhead Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+sierra_leone_brewery,0,0,244997750785,"{""name"":""Sierra Leone Brewery"",""city"":""Freetown"",""state"":""Sierra Leone"",""code"":"""",""country"":""Sierra Leone"",""phone"":""+232 (22) 26 31 18"",""website"":""http://www.slbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Sierra Leone Brewery Limited's (SLBL) core values - respect, enjoyment and a passion for quality - help to define our corporate culture and working methods. They are fundamental to the way we do business today, they support our drive towards economic, environmental and social sustainability"",""address"":[""PO Box 721""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":8.4841,""lon"":-13.2287}}",1,41,1
+wells_and_youngs_brewing_company_ltd-wells_banana_bread_beer,0,0,245750497281,"{""name"":""Wells Banana Bread Beer"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wells_and_youngs_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A silky, crisp, and rich amber-colored ale with a fluffy head and strong banana note on the nose."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,47,1
+estes_park_brewery-estes_park_gold,0,0,244619542529,"{""name"":""Estes Park Gold"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""estes_park_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our smooth golden ale. Our Gold has a medium body and low to medium hop bitterness \r\nand aroma."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,31,1
+hopworks_urban_brewery-velvet_esb,0,0,244749631489,"{""name"":""Velvet ESB"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This English Session Beer has a delicious floral hop aroma and flavor. A heaping helping of organic caramel malt and touch of organic chocolate malt give this beer its beautiful mahogany color while organic oats from Bob's Red Mill velvetize the texture. Smoother than an infomertial host at half the price!"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,38,1
+nebraska_brewing_company-india_pale_ale,0,0,244861108224,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+jt_whitney_s_brewpub_and_eatery-heartland_weiss,0,0,244747599873,"{""name"":""Heartland Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,33,1
+yegua_creek_brewing_dallas,0,0,245750104066,"{""name"":""Yegua Creek Brewing - Dallas"",""city"":""Dallas"",""state"":""Texas"",""code"":""75206"",""country"":""United States"",""phone"":""214-824-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2920 North Henderson Ave""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.821,""lon"":-96.7848}}",1,44,1
+carver_brewing_co-lightner_creek_lager,0,0,244481916928,"{""name"":""Lightner Creek Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""carver_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A light bodied golden ale, low in hop character with a spicy aroma from whole Czech Saaz hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+watson_brothers_brewhouse-y2kipa,0,0,245749972993,"{""name"":""Y2KIPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""watson_brothers_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+capital_city_brewing_company-capitol_kolsch,0,0,244481327104,"{""name"":""Capitol Kolsch"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This lager like ale is modeled after the official beer of Köln, Germany.  Kolsch is delicate and refreshing with a slight fruitiness and supportive, yet unobtrusive hop bitterness""}",1,18,1
+middle_ages_brewing-druid_fluid,0,0,244868644867,"{""name"":""Druid Fluid"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An epic barleywine, made in the tradition of British Farmhouse Brewing. Lavished with a velvety blend of six different malts this is a warming beer with a lush mouthfeel. The complexities your discriminating palate will detect are ever changing as this barleywine matures. When young, an assertive hop character predominates and with age the beauty of the big malt balance unfolds."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,28,1
+slab_city_brewing-william_capen_bitter_ale,0,0,244982611969,"{""name"":""William Capen Bitter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+tucher_bru-helles_hefe_weizen,0,0,245099069442,"{""name"":""Helles Hefe Weizen"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tucher_bru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,3,1
+hite_brewery,0,0,244756447232,"{""name"":""Hite Brewery"",""city"":""Seoul"",""state"":"""",""code"":"""",""country"":""Korea, Republic of"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hite Brewery Company Limited is a South Korean brewery company headquartered in Yeongdeungpo-gu, Seoul. Its main products are beer, rice wine, and mineral water. The company was established as Chosun Breweries in 1933. In 2001 the company had three factories, and in 2002 its share of the domestic beer market was some 55%, up from 30% in 1992."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.5665,""lon"":126.978}}",1,55,1
+mcmenamins_mill_creek-wheat_beer,0,0,244878213120,"{""name"":""Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,52,1
+liefmans_breweries-all_saints_belgian_golden_ale,0,0,244738293760,"{""name"":""All Saints Belgian Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liefmans_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+capital_brewery-winter_skal,0,0,244495089664,"{""name"":""Winter Skål"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""capital_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,49,1
+flying_fish_brewing_company-grand_cru_winter_reserve,0,0,244611678210,"{""name"":""Grand Cru Winter Reserve"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian-style strong golden ale showcases a variety of the ingredients and brewing methods that help differentiate Flying Fish beers. The Grand Cru is fermented at a higher temperature than our other beers adding an undercurrent of fruitiness (although there is no fruit in the beer). Very lightly filtered, the Grand Cru exhibits complex mouthfeel, strong malt flavors, a spicy hop presence and a soothing alcohol warmth, followed by a clean, dry finish. It is excellent with food as well as served by itself."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,12,1
+clipper_city_brewing_co-holy_sheet,0,0,244498497538,"{""name"":""Holy Sheet"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the centuries-old tradition of Belgian Abbey monks comes our \""Über Abbey\"" Ale. Aromatic and full bodied, pouring deep burgundy in color, it's bold, it's Heavy Seas. Grab a line...Holy Sheet!...or you'll be swept overboard. Seasonally available in February while supplies last."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,57,1
+the_livery-mcgilligans_ipa,0,0,245097627651,"{""name"":""McGilligans IPA"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""India Pale Ales, or IPA’s, were brewed for British soldiers stationed in India. These ales needed to higher in alcohol and have more hops than normal to survive the long journey, and ours is no exception. Brewed with Belgian and German malts and dry hopped with loads of Cascades, our version honors our friend who had his own grueling journey involving a boat and cold water!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,1,1
+gore_range_brewery-fly_fisher_red,0,0,244631273474,"{""name"":""Fly Fisher Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gore_range_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+listermann_brewing_company-wild_mild_ale,0,0,244861566977,"{""name"":""Wild Mild Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""listermann_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A bottle-conditioned English style ale."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,11,1
+weyerbacher_brewing_company-double_simcoe_ipa,0,0,245749514240,"{""name"":""Double Simcoe IPA"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Double Simcoe IPA, 9.0% abv, is our incredible reward for Hopheads seeking over the top flavor in a Double IPA, without the harshness. Brewed  with Simcoe hops, developed and trademarked by Select Botanicals Group, LLC, in the year 2000. This hybrid hops was created to allow maximum aromatic oils, along with low cohumulone(harshness) levels, so that brewers can really load up a lot of 'em in a beer and not have any harshness. The piney, citrusy notes are all here, and in a very clean (non-harsh) way, as well as having an aroma with impact. Introduced by Weyerbacher in 2005 originally as a seasonal, this brew has garnered numbers so high on Beer Advocate, and been in such high demand by consumers,  we decided to add it to our year-round line-up in March 2007. Check it out, and you'll soon see why everyone's talking about it."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,40,1
+east_end_brewing_company-big_hop_harvest_ale,0,0,244620787714,"{""name"":""Big Hop Harvest Ale"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""east_end_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+east_end_brewing_company-toaster_imperial_stout,0,0,244621443072,"{""name"":""Toaster Imperial Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""east_end_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is an Imperial version of our Black Strap Stout, this time brewed with MORE blackstrap molasses and MORE brown sugar, plus a whole lot more malt and hops too.  Part of our FESTIVAL OF DARKNESS, this one clocks in at over 10%ABV, and is the thickest beer we've ever brewed here."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,35,1
+gray_brewing,0,0,244748845056,"{""name"":""Gray Brewing"",""city"":""Janesville"",""state"":""Wisconsin"",""code"":""53545"",""country"":""United States"",""phone"":""1-608-752-3552"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2424 West Court Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.6793,""lon"":-89.0498}}",1,37,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_imperial_brown_ale,0,0,244860846081,"{""name"":""Nøgne Ø Imperial Brown Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""There is a long story to this malty ale.  It was first brewed in the spring 2006 in Nørrebro Bryghus in Copenhagen, Denmark, as a joint brew between Nøgne Ø and Nørrebro.  Nørrebro calls their version “Double Knot Brown”.  It is the perfect thing to drink with almost any cheese."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,8,1
+midnight_sun_brewing_co-free_loader_double_red_ipa,0,0,244860190721,"{""name"":""Free Loader Double Red IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Free Loader Double Red IPA was \""double-brewed\"". [How's that for a catchy term that those BiG brewers can't TouCH. I love it, LoVe it, LOVE it.] The first batch of red IPA was mashed, sparged, and transferred to the kettle. The second batch of red IPA was mashed, sparged and transferred to the kettle using the sweet wort from batch one as its mash \""water\"". Hmmm...using \""beer\"" to make beer. Hence the name FREE LOADER. This Double Red IPA is just that--big, red, hoppy."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,7,1
+lagunitas_brewing_company-lucky_13_mondo_large_red_ale,0,0,244739997696,"{""name"":""Lucky 13 Mondo Large Red Ale"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our 13th Anniversary Beer in was a Staff Favorite, So We Make it Each Year. BIG on the Amarillo Hops and Rich Dark Malts for a Round and Huge, Smoky Flavor."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,14,1
+hansa_bryggeri,0,0,244757823491,"{""name"":""Hansa Bryggeri"",""city"":""Bergen"",""state"":"""",""code"":"""",""country"":""Norway"",""phone"":""47-55-99-77-00"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kokstaddalen 3""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":60.2945,""lon"":5.2592}}",1,59,1
+salt_lake_brewing_squatters,0,0,244981301250,"{""name"":""Salt Lake Brewing - Squatters"",""city"":""Salt Lake City"",""state"":""Utah"",""code"":""84101"",""country"":""United States"",""phone"":""1-801-328-2329"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""147 West Broadway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.7626,""lon"":-111.895}}",1,2,1
+roy_pitz_brewing_company-daddy_fat_sacs_imperial_ipa,0,0,245000699906,"{""name"":""Daddy Fat Sacs Imperial IPA"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The one and only IPA that doesn't leave your pallet with a bitter after taste. This beer took years of practice to get down and when we finally got it right, we knew it. The beer is made with three malts in considerable additions that leave it with a more malty and sweet taste. There are five different hop additions that were carefully planed out to impart just enough bitterness to give it the body and depth that it needed without leaving you with the astringent and bitter aftertaste. We then added a plethora of English flavor and aroma hops that round out the floral and citrus esters. With the beer being so well balanced between bitter and sweet, we than added \""big sacks\"" of bittering hops to the conditioning vessel to impart all the wonderful citrus and floral notes deep into the beer while leaving the bittering aspects of the hop behind. The result was a beer that makes you want to nose dive right in complimented by the well balanced taste of this wonderful brew."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,48,1
+tyranena_brewing-fargo_brothers_hefeweizen,0,0,245097496576,"{""name"":""Fargo Brothers Hefeweizen"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Fargo brothers arrived in Lake Mills in 1845, armed with a strong collective will and a pioneering spirit. The Fargo family became leaders in commerce, industry, agriculture, civics and religion. Through the years, these hard working men and their families shaped the character and very essence of our beautiful hometown. Their legacy endures in the buildings and businesses they built and the civility they brought to this city. In this same pioneering spirit, we brew our Fargo Brothers Hefeweizen to honor this \""first family\"" of Lake Mills.\r\n\r\nFargo Brothers Hefeweizen is brewed in the tradition of a Bavarian-style weißbier with a clove-like flavor and aroma with banana undertones and no bitterness.  The unfiltered yeast makes this beer cloudy."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,0,1
+minneapolis_town_hall_brewery-tripel_vision,0,0,244880048129,"{""name"":""Tripel Vision"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+central_waters_brewing_company-mud_puppy_porter,0,0,244495745024,"{""name"":""Mud Puppy Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_waters_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust, yet surprisingly refreshing porter, Mud Puppy is a favorite of dark beer lovers. Characterized by a thick, rocky head and luscious chocolate-like nose, the malty profile is balanced by liberal hopping for its style."",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+granite_city_food_brewery_saint_cloud-duke_of_wellington_ipa,0,0,244741046272,"{""name"":""Duke of Wellington IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""granite_city_food_brewery_saint_cloud"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_white_ale,0,0,244750286852,"{""name"":""Hitachino Nest White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+rivertowne_pour_house,0,0,244982022145,"{""name"":""Rivertowne Pour House"",""city"":""Monroeville"",""state"":""Pennsylvania"",""code"":""15146"",""country"":""United States"",""phone"":""412-372-8199"",""website"":""http://www.myrivertowne.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""312 Center Rd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4465,""lon"":-79.7642}}",1,4,1
+san_marcos_brewery_grill-premium_golden_ale,0,0,244983005185,"{""name"":""Premium Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+jurupa_valley_brewing,0,0,244755988481,"{""name"":""Jurupa Valley Brewing"",""city"":""Riverside"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.9533,""lon"":-117.396}}",1,54,1
+wye_valley_brewery-butty_bach,0,0,245749776385,"{""name"":""Butty Bach"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wye_valley_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,42,1
+iron_hill_brewery_wilmingon-anvil_ale,0,0,244740915200,"{""name"":""Anvil Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""English style best bitter. It is a traditional English pub ale that is easy drinking, often referred to as a \""session beer\"". It is medium-bodied and copper colored with a noticeable malt flavor up front that finishes with a hop bitterness and floral hop flavor."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,16,1
+lake_superior_brewing-kayak_kolsch,0,0,244740587521,"{""name"":""Kayak Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_superior_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+mercury_brewing_company-ipswich_ipa,0,0,244862681088,"{""name"":""Ipswich IPA"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our IPA is an unfiltered cross between an English and American IPA, with a strong, dry bitterness balanced with a slight malty sweetness. A mixture of first-rate U.S. and Belgian malts, combined with English roasted barley and highly hopped with Cascade and Warrior hops make our IPA a brewery favorite."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,13,1
+sierra_nevada_brewing_co-bigfoot_1996,0,0,244997816320,"{""name"":""Bigfoot 1996"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+weyerbacher_brewing_company-weyerbacher_fireside_ale,0,0,245750562816,"{""name"":""Weyerbacher Fireside Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+f_x_matt_brewing-saranac_marzenbier,0,0,244619542530,"{""name"":""Saranac Marzenbier"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Bigger..Richer...Smoother, are all ways to describe a Marzenbier. Look for a toasted malt character balanced with slight hop bitterness. Marzenbiers are traditionally aged for months and unveiled to great celebration.""}",1,31,1
+htt_brauerei_bettenhuser-luxus_pils,0,0,244749631490,"{""name"":""Luxus Pils"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""htt_brauerei_bettenhuser"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+new_holland_brewing_company-black_tulip,0,0,244861108225,"{""name"":""Black Tulip"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Golden in color with a slightly sweet body. Its ester-laden character reveals an enigmatic dance between Belgian ale yeast and candy sugar complimented by a pleasing dry finish. Black Tulip is a versatile beer for food. Enjoyable pairings include mild bleu cheeses, berries and other light desserts."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,9,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2005_calvados,0,0,244747599874,"{""name"":""Harvest Ale 2005 (Calvados)"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+carver_brewing_co,0,0,244481916929,"{""name"":""Carver Brewing Co."",""city"":""Durango"",""state"":""Colorado"",""code"":""81301"",""country"":""United States"",""phone"":""(970) 259 - 2545"",""website"":""http://www.carverbrewing.com/_/home.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Carver Brothers Bakery first opened on June 1, 1983, in Winter Park, Colorado. It started with Jim, Bill, Sara and Eleanor Carver. In 1986 Jim, Bill and Barb Wynne opened Carvers Bakery / Café in Durango and the Winter Park Bakery was sold.   In 1988 Carvers opened the brewery  making it the first brewery in the four corners region since prohibition. Although still known affectionately by the locals as Carvers, Carvers then became Carver Brewing Company.  Since then Carvers has seen many exciting changes: opening it's outdoor Beer Garden in 1994 and undergoing dramatic remodels in the restaurant and on the patio in '98 and '02. In April of '07 it was deemed necessary to expand the brewery.  The brewery is now housed in the area previously occupied by the bakery.  After 20 years of serving Colorado's mountain folk, Carvers continues to provide the very best in food and beer."",""address"":[""1022 Main Ave.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.2748,""lon"":-107.88}}",1,19,1
+weinkeller_brewery_berwyn-esb,0,0,245750038528,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,43,1
+cedar_brewing-black_cobra_stout,0,0,244481327105,"{""name"":""Black Cobra Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cedar_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,18,1
+middle_ages_brewing,0,0,244868710400,"{""name"":""Middle Ages Brewing"",""city"":""Syracuse"",""state"":""New York"",""code"":""13204"",""country"":""United States"",""phone"":""1-888-289-4250"",""website"":""http://www.middleagesbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Step back in time to when men were men, women were brewsters, and hand-crafted fine ale filled every flagon. Your quest for great taste leads you out of the past and into Middle Ages Brewing Company where we are sworn to uphold the tradition of brewing beer in small batches. Taste the difference hand-crafting makes."",""address"":[""120 Wilkinson Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0508,""lon"":-76.1617}}",1,28,1
+sonoran_brewing_company-victorian_ipa,0,0,245099659264,"{""name"":""Victorian IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sonoran_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our IPA has lots of malt and hop character.  This style originated during Queen Victoria’s reign as a strong, flavorful ale, which was able to survive the ocean voyage from England to India during the British occupation."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,5,1
+tworows_restaurant_brewery_dallas-bulldog_brown,0,0,245099134976,"{""name"":""Bulldog Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,3,1
+hofbruhaus_traunstein-altbairisch_dunkel,0,0,244756447233,"{""name"":""Altbairisch Dunkel"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hofbruhaus_traunstein"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+meantime_brewing_company_limited-meantime_coffee,0,0,244878213121,"{""name"":""Meantime Coffee"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""meantime_brewing_company_limited"",""updated"":""2010-07-22 20:00:20"",""description"":""Whilst we wouldn’t recommend having this at breakfast with your bacon and eggs, our Coffee Beer is made with real coffee and has a caffeine hit to match. The natural flavours of the beans selected and hand roasted by our friends at the Union Coffee Roasters go well with the roast barley in the beer to give a silky-smooth drink with distinct chocolate and vanilla notes. \r\n\r\nOur first formulation of this beer was the first UK brewed beer to carry the Fairtrade logo, and, although we have reformulated it to create an even better blend of malt and roast coffee flavours, we can no longer get enough coffee in each bottle to qualify for Fairtrade status. However we are still using the same Faitrade Araba Bourbon beans from Rwanda’s Abuhuzamugambi Bakawa Co-operative.\r\n\r\nAt the Meantime Brewing Co we love flavour, so it wasn’t exactly difficult for us to see how the scents and aromas of coffee and barley would create a perfect match like just like mint and lamb, toffee and banana, peaches and cream, peanut butter and jam. Serve lightly chilled with as many chocolate truffles as your conscience allows.\r\n\r\nEach serving is equal to one cup of coffee"",""style"":""Porter"",""category"":""Irish Ale""}",1,52,1
+listermann_brewing_company-186_000_mps_malt_liquor,0,0,244861173760,"{""name"":""186,000 MPS Malt Liquor"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""listermann_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+carolina_brewery,0,0,244495089665,"{""name"":""Carolina Brewery"",""city"":""Chapel Hill"",""state"":""North Carolina"",""code"":""27516"",""country"":""United States"",""phone"":""1-919-942-1800"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""460 West Franklin Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.9103,""lon"":-79.0632}}",1,49,1
+fox_river_brewing_1-fox_light,0,0,244611678211,"{""name"":""Fox Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+cumberland_brewery,0,0,244498563072,"{""name"":""Cumberland Brewery"",""city"":""Louisville"",""state"":""Kentucky"",""code"":""40205"",""country"":""United States"",""phone"":""(502) 458-8727"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Giving new meaning to the term microbrewery, Cumberland Brews may be one of the smallest eateries in town, with a half-dozen four-top tables and a short bar with nine stools making tight quarters of what used to be the White Mountain Creamery. (Techically, it's not a microbrewery but a brewpub - a restaurant that makes its own beer on the premises - but I'm not one to quibble in the face of a good pun.) It's usually packed, too, earning its crowds the old-fashioned way by providing very good food, friendly service, and the sine qua non for a brewpub: extremely high-quality hand-crafted artisan beers. Hand-crafted offerings are produced by Head Brewer Cameron Finnis."",""address"":[""1576 Bardstown Rd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.2309,""lon"":-85.7055}}",1,57,1
+three_floyds_brewing-drunk_monk_hefeweizen,0,0,245097627652,"{""name"":""Drunk Monk Hefeweizen"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,1,1
+gottberg_brew_pub-belgian_ale_discontinued,0,0,244631339008,"{""name"":""Belgian Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+long_valley_pub_brewery-black_river_brown,0,0,244861632512,"{""name"":""Black River Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+wychwood_brewery,0,0,245749514241,"{""name"":""Wychwood Brewery"",""city"":""Witney"",""state"":""Oxford"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01993)-890800"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""The Eagle Maltings""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.7523,""lon"":-1.2558}}",1,40,1
+egan_brewing-white_fathers_witbier,0,0,244620853248,"{""name"":""White Fathers Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+elk_grove_brewery_restaurant-otis_alt,0,0,244621443073,"{""name"":""Otis Alt"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""elk_grove_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,35,1
+green_mill_brewing_saint_paul-india_pale_ale,0,0,244748910592,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+olde_main_brewing,0,0,244860846082,"{""name"":""Olde Main Brewing"",""city"":""Ames"",""state"":""Iowa"",""code"":""50010"",""country"":""United States"",""phone"":""1-515-232-0553"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""316 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.0248,""lon"":-93.6147}}",1,8,1
+midnight_sun_brewing_co-mars_belgian_imperial_red_ipa,0,0,244860256256,"{""name"":""Mars - Belgian Imperial Red IPA"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Named after the Roman god of war, Mars radiates red color and brilliant beauty yet enrages the taste buds with wrathful force.  This Imperial IPA seizes its intense bitterness from an immense amount of hops.  Belgian yeast retaliates, adding complexity and character."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,7,1
+legends_brewhouse_eatery_of_green_bay,0,0,244739997697,"{""name"":""Legends Brewhouse & Eatery of Green Bay"",""city"":""Green Bay"",""state"":""Wisconsin"",""code"":""54313"",""country"":""United States"",""phone"":""1-920-662-1111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2840 Shawano Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.5534,""lon"":-88.0977}}",1,14,1
+high_falls_brewing-highfalls_indiaman_trader_india_pale_export_ale,0,0,244757823492,"{""name"":""HighFalls Indiaman Trader India Pale Export Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+santa_fe_brewing_company-chicken_killer_barley_wine,0,0,244981301251,"{""name"":""Chicken Killer Barley Wine"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Chicken Killer Barley Wine is the revolutionary beer that will someday define America's unique Barley Wine style. It is brewed with twice the ingredients of the Santa Fe Brewing Company's other beers, and only half the usual amount of liquid is extracted from these ingredients. This makes one substantial beer. At over ten percent alcohol, Chicken Killer is actually as substantial as wine, but this is not to say that it is difficult to drink. On the contrary; be careful with this one. The flavors of the beer are at first as overwhelming as the intense Santa Fe sun. But in the same way our sun gives us the unrivaled brilliant colors of Santa Fe, the potency of Chicken Killer gives us the remarkable spectrum of flavors that can be found in no other beer, in no other city. If you did not have the opportunity to try last year's vintage, come try this year's!"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,2,1
+ruppaner_brauerei-hefe_weizen_dunkel,0,0,245000765440,"{""name"":""Hefe Weizen Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+uinta_brewing_compnay,0,0,245097496577,"{""name"":""Uinta Brewing Compnay"",""city"":""Salt Lake City"",""state"":""Utah"",""code"":""84104"",""country"":""United States"",""phone"":""1-801-467-0909"",""website"":""http://www.uintabrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1722 South Fremont Drive (2375 West)""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7326,""lon"":-111.954}}",1,0,1
+moon_river_brewing_company-tarletons_bitters,0,0,244880113664,"{""name"":""Tarletons Bitters"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,56,1
+chicago_brewing-stout,0,0,244495745025,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""chicago_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,50,1
+green_mountain_beverage-cider_jack,0,0,244741111808,"{""name"":""Cider Jack"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mountain_beverage"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,17,1
+klosterbru_bamberg,0,0,244750352384,"{""name"":""Klosterbru Bamberg"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-57722"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Obere Mhlbrcke 1-3""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.8891,""lon"":10.887}}",1,39,1
+roost_brewery-porter,0,0,244982022146,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roost_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,4,1
+schussenrieder_erlebnisbrauerei-schwarzbier,0,0,244983005186,"{""name"":""Schwarzbier"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schussenrieder_erlebnisbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,6,1
+kleinbrouwerij_de_glazen_toren,0,0,244755988482,"{""name"":""Kleinbrouwerij de Glazen Toren"",""city"":""Erpe-Mere"",""state"":""Oost-Vlaanderen"",""code"":"""",""country"":""Belgium"",""phone"":""32-(0)53-83-68-17"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Glazentorenweg 11""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.9193,""lon"":3.9666}}",1,54,1
+wynkoop_brewing-patty_s_chile_beer,0,0,245749776386,"{""name"":""Patty's Chile Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A light German-style beer made with Anaheim chiles and smoked Ancho peppers. A 2006 Great American Beer Festival Bronze Medal Winner in the Fruit and Vegetable Beer category anda Wynkoop specialty."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,42,1
+jj_bitting_brewing-cappa_cappa_crusher,0,0,244740915201,"{""name"":""Cappa Cappa Crusher"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jj_bitting_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+lancaster_brewing_co-doppel_bock,0,0,244740587522,"{""name"":""Doppel Bock"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A mighty lager-style brew, dark in color. Our Doppelbock brings a big malty sweetness together with the classic lager smoothness, topped off with a slightly evident alcohol flavor. A toasty brew to battle even the coldest winter nights.\r\n\r\nAvailable at the Brewery and in bottles & cases from March - May."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,15,1
+midnight_sun_brewing_co-specialty_beer_black_double_ipa,0,0,244862681089,"{""name"":""Specialty Beer: Black Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""To commemorate the 30th anniversary of Specialty Imports' specialty wine and beer import business, Midnight Sun Brewing Company brewed a very special beer--a black double IPA--to honor this Alaska company's long-term success. \r\n\r\nThis black double IPA celebrates Specialty Imports' success in importing and distributing the world's best wines and beers to the appreciative folks in Alaska. This \""Specialty Beer\"" brings together smooth, dark malts with intense aromatic hops to create a wonderfully balanced yet committed-to-flavor ale.\r\n\r\nAvailability: \r\nAK - 22-oz bottles (limited release begins 01/16/2009)\r\n\r\n** An oak-aged version will be released in Fall 2009.""}",1,13,1
+southern_star_brewing_company-pine_belt_pale_ale,0,0,245115650048,"{""name"":""Pine Belt Pale Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_star_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep copper colored ale with a substantial malt backbone accented with British crystal malts with aggressive hop bitterness and substantial American hop flavor and aroma. The yeast profile is neutral."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+wild_river_brewing_and_pizza_cave_junction-blackberry,0,0,245750562817,"{""name"":""Blackberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_river_brewing_and_pizza_cave_junction"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,47,1
+firehouse_grill_brewery-hefeweizen,0,0,244619542531,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+joboy_s_brew_pub,0,0,244749697024,"{""name"":""JoBoy's Brew Pub"",""city"":""Manheim"",""state"":""Pennsylvania"",""code"":""17545"",""country"":""United States"",""phone"":"""",""website"":""http://www.joboysbrewpub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""87 Doe Run Rd""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.1707,""lon"":-76.3838}}",1,38,1
+otto_s_pub_and_brewery-arthur_s_nugget_pale_ale,0,0,244861108226,"{""name"":""Arthur's Nugget Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A cask-conditioned American Pale Ale. This is a bright dry ale brewed only with American Nugget hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+klosterbru_bamberg-bamberger_gold,0,0,244747665408,"{""name"":""Bamberger Gold"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbru_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+central_city_brewing_company-springboard_lager,0,0,244481916930,"{""name"":""Springboard Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""central_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+wolf_pack_brewing,0,0,245750038529,"{""name"":""Wolf Pack Brewing"",""city"":""West Yellowstone"",""state"":""Montana"",""code"":""59758"",""country"":""United States"",""phone"":""1-406-646-7727"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""111 South Canyon Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.6584,""lon"":-111.1}}",1,43,1
+climax_brewing_copmany-climax_extra_special_bitter_ale,0,0,244481392640,"{""name"":""Climax Extra Special Bitter Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""climax_brewing_copmany"",""updated"":""2010-07-22 20:00:20"",""description"":""Our E.S.B. is a balanced beer with notes of honey, toffee and caramel, backed by a warm spicy hop bitterness."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,18,1
+midnight_sun_brewing_co-conspiracy,0,0,244868710401,"{""name"":""Conspiracy"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Conspiracy Belgian-style Black Beer is the result of a collaboration between Midnight Sun brewers Gabe Fletcher and Ben Johnson and Pelican Pub (Pacific City, OR) brewer Ben Love. These brewers conspired during barley wine fest week to brew up a deviously delicious dark Belgian-style beer. \r\n\r\nConspiracy is opaque black with a creamy beige head. Black malt shrouds it in mystery; the Belgian yeast imparts intriguing flavor; the alcohol adds danger. If you're up for this mission, watch your back.\r\n\r\nConspiracy will be released in Anchorage and Portland in April 2007."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,28,1
+southend_brewery_and_smokehouse_charleston-bombay_pale_ale,0,0,245099724800,"{""name"":""Bombay Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,5,1
+tyranena_brewing-chief_blackhawk_porter,0,0,245099200512,"{""name"":""Chief Blackhawk Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1767 a great Sauk leader was born.  His name meant \""the black sparrow hawk.\""  He came to be known as Black Hawk.  Strong beliefs, independent thinking and an unwavering commitment to his family and his people earned him a reputation as a man of integrity and courage.  In 1832, along with 1,200 of his people, Black Hawk was driven from his ancestral home during a war that bears his name.  We celebrate this Sauk leader and his courage with our BlackHawk Porter, the kind of beer that make you say, Ma-ka-tai-she-kia-kiak!\r\n\r\nChief BlackHawk Porter is a robust black and sharply bittersweet ale.  This style was traditionally the session beer consumed by the porters in London."",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+hop_back_brewery-summer_lightning,0,0,244756447234,"{""name"":""Summer Lightning"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hop_back_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+metropolitan_brewing-flywheel_bright_lager,0,0,244878278656,"{""name"":""Flywheel Bright Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""metropolitan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The kinetic beauty of spicy hops grabs you by the nose and lets you know: this is German-inspired beer. A mild, bready malt sweetness greets you at the lips, smoothing the crisp hop flavors. Flywheel is meant for bombastic celebrations of singing voices and clamoring mugs. But then, that first contented moment of happy hour is uniquely celebratory as well.\r\n\r\nFlywheel Bright Lager goes great with hot dogs, guitar jams, stir fry, bowling, taco salad, house warmings, baked potatoes, Saturday morning cartoons, tequila, gouda cheese, karaoke, bagel & schmear, Euchre, fresh berries, asparagus, 16-inch softball, sushi, darts, Pad Thai, family reunions, pb&j, flan, romantic weekend getaways, garlic bread, pay raises, nachos, baby showers, fondue, and Frisbee golf."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,52,1
+listermann_brewing_company,0,0,244861239296,"{""name"":""Listermann Brewing Company"",""city"":""Cincinnati"",""state"":""Ohio"",""code"":""45212"",""country"":""United States"",""phone"":""(513) 731-1130"",""website"":""http://www.listermann.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1621 Dana Ave.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.1456,""lon"":-84.4741}}",1,10,1
+coast_brewing,0,0,244495155200,"{""name"":""Coast Brewing"",""city"":""Biloxi"",""state"":""Mississippi"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":30.396,""lon"":-88.8853}}",1,49,1
+fox_river_brewing_1-fox_tail_amber_ale,0,0,244611743744,"{""name"":""Fox Tail Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+daas-daas_organic_blond,0,0,244498563073,"{""name"":""Daas Organic Blond"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daas"",""updated"":""2010-07-22 20:00:20"",""description"":""Daas Blond is the authentic Belgian strong golden beer, its honey spice aroma and perfect balance of bitter sweet flavours are followed by a classic dry hop finish.  A perfect aperitif beer.\r\n\r\nDaas Beer is the only Belgian beer brewed in Belgium to carry both the  UK Soil Assoc organic certification and the Belgian Certsys certification whist still upholding its Belgian tradition of brewing excellence using the finest organic ingredients."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,57,1
+tied_house_cafe_brewery_san_jose,0,0,245097693184,"{""name"":""Tied House Cafe & Brewery - San Jose"",""city"":""San Jose"",""state"":""California"",""code"":""95110"",""country"":""United States"",""phone"":""1-408-295-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""65 North San Pedro""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.3362,""lon"":-121.894}}",1,1,1
+gottberg_brew_pub-octoberfest_discontinued,0,0,244631339009,"{""name"":""Octoberfest (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,58,1
+long_valley_pub_brewery-lazy_jake_porter,0,0,244861632513,"{""name"":""Lazy Jake Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_valley_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,11,1
+zea_rotisserie_and_brewery,0,0,245749579776,"{""name"":""Zea Rotisserie and Brewery"",""city"":""New Orleans"",""state"":""Louisiana"",""code"":""70130"",""country"":""United States"",""phone"":"""",""website"":""http://www.zearestaurants.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1525 St. Charles Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":29.9386,""lon"":-90.076}}",1,40,1
+ellicott_mills_brewing,0,0,244620918784,"{""name"":""Ellicott Mills Brewing"",""city"":""Ellicott City"",""state"":""Maryland"",""code"":""21043"",""country"":""United States"",""phone"":""1-410-313-8141"",""website"":""http://www.ellicottmillsbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Here at the Mills we have a very simple, yet demanding approach to producing Alpenhof beer. We use the very best ingredients available. We are efficient and precise in production method, yet we allow the product to age to its full maturity. Balance is the key to our beer.  Alpenhof beer is not created to challenge the senses. It is not created to be a complex beer. Well balanced for Alpenhof means smooth and easy-drinking. The way a beer should taste.  To achieve this well balanced taste, only the finest ingredients are used. We import our malt, hops, and yeast from Germany. (For true German style Lager beer, authentic ingredients are essential!) We might spend more for our ingredients, but it is well worth it. This is an expense you can actually taste!"",""address"":[""8308 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.2684,""lon"":-76.7994}}",1,34,1
+f_x_matt_brewing-saranac_india_pale_ale,0,0,244621443074,"{""name"":""Saranac India Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A hop lover's delight. In the India Pale Ale tradition this brew is very hoppy in both aroma and flavor from the generous amounts of cascade hops used in brewing. Look for a medium to full body and golden straw color."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+grumpy_troll_restaurant_and_brewery-liberty_pale_ale,0,0,244748976128,"{""name"":""Liberty Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grumpy_troll_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+penn_brewery-penn_oktoberfest,0,0,244983726080,"{""name"":""Penn Oktoberfest"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, deep golden-colored lager fest bier that is exceptionally smooth and mellow. Uses two-row malted barley and a combination of roasted malts. Highly rated by the National Tasting Institute."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,8,1
+moab_brewery,0,0,244860256257,"{""name"":""Moab Brewery"",""city"":""Moab"",""state"":""Utah"",""code"":""84532"",""country"":""United States"",""phone"":""1-435-259-6333"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""686 South Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.5657,""lon"":-109.55}}",1,7,1
+mad_river_brewing-jamaica_brand_sunset_ipa,0,0,244862943232,"{""name"":""Jamaica Brand Sunset IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+inveralmond_brewery,0,0,244757889024,"{""name"":""Inveralmond Brewery"",""city"":""Perth"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01738)-449448"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Inveralmond Way""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":56.4174,""lon"":-3.4779}}",1,59,1
+schooner_brewery-pegasus_pilsner,0,0,244981366784,"{""name"":""Pegasus Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+russian_river_brewing-aud_blonde,0,0,245000765441,"{""name"":""Aud Blonde"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Aud Blonde has a refined characteristic, which can be contributed to us blending pilsner malt with a unique hop called crystal. The distinctive characteristic of the crystal hop lends a citrus, almost eucalyptus quality in the aroma and mouth feel of the brew, while leaving the beer with a long dry finish."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,48,1
+vivungs_bryggeri-dragol,0,0,245744074752,"{""name"":""Dragöl"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vivungs_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,0,1
+nodding_head_brewpub-bill_payer_ale_bpa,0,0,244880113665,"{""name"":""Bill Payer Ale / BPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,56,1
+clner_hofbrau_frh,0,0,244495745026,"{""name"":""Clner Hofbrau Frh"",""city"":""Kln"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)221-/-2613-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Am Hof 12-14""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.9401,""lon"":6.957}}",1,50,1
+greene_king,0,0,244741111809,"{""name"":""Greene King"",""city"":""Bury St. Edmunds"",""state"":""Suffolk"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01284)-763222"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Westgate Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":52.241,""lon"":0.7157}}",1,17,1
+lakefront_brewery-fuel_cafe,0,0,244750352385,"{""name"":""Fuel Cafe"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+russian_river_brewing-lap_dance_pale_ale,0,0,244982087680,"{""name"":""Lap Dance Pale Ale"",""abv"":5.55,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+shipwrecked_brew_pub-door_county_cherry_wheat,0,0,244983005187,"{""name"":""Door County Cherry Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipwrecked_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,6,1
+knig_ludwig_schlobrauerei_kaltenberg,0,0,244756054016,"{""name"":""Knig Ludwig Schlobrauerei Kaltenberg"",""city"":""Frstenfeldbruck"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8141-/-2430"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Augsburgerstrae 41""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.1826,""lon"":11.2522}}",1,54,1
+wynkoop_brewing-wixa_weiss,0,0,245749841920,"{""name"":""Wixa Weiss"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Anunfiltered wheat beer, weiss beer is a bavarian tradition. Our version is immensely refreshing and authentic, delivering the classic weiss aromas of clove and banana. A two-time Great American Beer Festival Medal winner in the German Style Wheat Ale category."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,42,1
+kleinbrouwerij_de_glazen_toren-jan_de_lichte,0,0,244740915202,"{""name"":""Jan de Lichte"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kleinbrouwerij_de_glazen_toren"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+lancaster_brewing_co-lancaster_winter_warmer,0,0,244740587523,"{""name"":""Lancaster Winter Warmer"",""abv"":8.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our classic Olde Ale redefines the term \""full-bodied\"" with its deliverance of complex and firm malt flavor. A fine blend of British and American hops provides an even bitterness as this beer finishes with a warming alcohol flavor."",""style"":""Old Ale"",""category"":""British Ale""}",1,15,1
+new_belgium_brewing-mothership_wit,0,0,244862681090,"{""name"":""Mothership Wit"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our first venture into organically-produced beer, Mothership Wit Organic Wheat Beer elevates the zesty Wit or White beers of Belgium. Our far-flung Beer Rangers affectionately refer to our Fort Collins brewery as the Mothership, a name that conjures images of earth shot from space and the interconnectivity of it all. Mothership Wit is brewed with wheat and barley malt, as well as coriander and orange peel spicing resulting in a balance of citrus and sour flavors held in suspension by a bright burst of carbonation.""}",1,13,1
+southern_tier_brewing_co-2xipa,0,0,245115715584,"{""name"":""2xIPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,41,1
+wyder_s_cider-dry_pear_hard_cider,0,0,245750562818,"{""name"":""Dry Pear Hard Cider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wyder_s_cider"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,47,1
+fitger_s_brewhouse_brewery_and_grill-starfire_pale_ale,0,0,244619608064,"{""name"":""Starfire Pale Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitger_s_brewhouse_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+jolly_pumpkin_artisan_ales-la_roja,0,0,244749697025,"{""name"":""La Roja"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jolly_pumpkin_artisan_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An artisan amber ale brewed in the Flanders tradition.  Deep amber with earthy caramel, spice, and sour fruit notes developed through natural barrel aging.  Unfiltered, unpasteurized and blended from barrels ranging in age from two to ten months."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+pinnacle_peak_patio_steakhouse_microbrewery-gunslinger_imperial_stout,0,0,244984250368,"{""name"":""Gunslinger Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pinnacle_peak_patio_steakhouse_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,9,1
+la_jolla_brewing-sealane_steam,0,0,244747665409,"{""name"":""Sealane Steam"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+cervecera_cuauhtmoc_moctezuma-noche_buena_special_holiday_amber_beer,0,0,244481982464,"{""name"":""Noche Buena Special Holiday Amber Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_cuauhtmoc_moctezuma"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+wolf_tongue_brewery-mister_hoppy_ipa,0,0,245750038530,"{""name"":""Mister Hoppy IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wolf_tongue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,43,1
+clipper_city_brewing_co-gold_ale,0,0,244481392641,"{""name"":""Gold Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""clipper_city_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+miller_brewing-olde_english_800,0,0,244868710402,"{""name"":""Olde English 800"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+sprecher_brewing,0,0,245099790336,"{""name"":""Sprecher Brewing"",""city"":""Glendale"",""state"":""Wisconsin"",""code"":""53209"",""country"":""United States"",""phone"":""1-414-964-2739"",""website"":""http://www.sprecherbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""701 West Glendale Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.1,""lon"":-87.9198}}",1,5,1
+tyranena_brewing-headless_man_amber_alt,0,0,245099200513,"{""name"":""Headless Man Amber Alt"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The ancient peoples that inhabited Wisconsin are known for building numerous celestial stone monuments and earthen effigy mounds to serve as symbols of their culture and their beliefs.  Unfortunately, most of these structures have fallen victim to the farmer's plow over the past 150 years.  Not far from the brewery, lying preserved on the floor of Rock Lake, are two effigy mounds - a Headless Man and a Turtle.  Legend tells us, as the Turtle can survive on both land and in water, its spirit helped guide the Headless Man into the afterlife.  May the Turtle's spirit guide you to happiness with a Headless Man Amber Alt.\r\n\r\nThe Headless Man is brewed in the \""old way\"" of a Düsseldorf-style Altbier.  A unique cold lagering process gives this amber ale its smooth taste."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,3,1
+hoppin_frog_brewery-barrel_aged_b_o_r_i_s_imperial_stout,0,0,244756447235,"{""name"":""Barrel-Aged B.O.R.I.S. Imperial Stout"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Made from our B.O.R.I.S. Imperial Stout, that was rated one of the World’s 50 Best Beers, and won the Gold Medal at the GABF in 2008. BARREL-AGED B.O.R.I.S. has picked up rich characters of vanilla, dark fruit, oak, and spice. It’s unbelievably complex and savory"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,55,1
+michigan_brewing-nut_brown_ale,0,0,244878278657,"{""name"":""Nut Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A mild, roasted nut and caramel flavored ale with a deep brown color. It is a medium-bodied beer with a mild to medium hop bitterness and aroma."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,52,1
+little_creatures_brewery-little_creatures_pilsner,0,0,244861239297,"{""name"":""Little Creatures Pilsner"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_creatures_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Czech Saaz hops are added early in the boil with a late hopping using a hybrid variety we keep to ourselves, giving light flavour and a soft bitterness. Lightly kilned pilsner malt gives the beer both it’s light, slightly golden colour, and leaves a crisp clean taste on the palate."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,10,1
+coopers_brewery-extra_strong_vintage_ale,0,0,244495155201,"{""name"":""Extra Strong Vintage Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coopers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""If fine wine were beer it would no doubt be Coopers Extra Strong Vintage Ale. This strong ale imparts rich full flavours that are suitable for maturation. Brewed with choice malts and an extended top fermentation, Coopers Extra Strong Vintage Ale will improve with age, becoming more interesting and complex in flavour for up to 18 months. The results are well worth the wait!""}",1,49,1
+g_heileman_brewing-old_style,0,0,244611743745,"{""name"":""Old Style"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""g_heileman_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+eel_river_brewing-certified_organic_india_pale_ale,0,0,244630552576,"{""name"":""Certified Organic India Pale Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""eel_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,57,1
+tongerlo-tongerlo_christmas,0,0,245097758720,"{""name"":""Tongerlo Christmas"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tongerlo"",""updated"":""2010-07-22 20:00:20"",""description"":""TONGERLO CHRISTMAS 6,5°\r\nCopper-coloured beer of pure spring barley, with a touch of vanilla in the aroma, a fruity and complex flavour and a smooth aftertaste."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,1,1
+great_dane_pub_and_brewing_1-black_wolf_ale,0,0,244757233664,"{""name"":""Black Wolf Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+malt_shovel_brewery-james_squire_porter,0,0,244861632514,"{""name"":""James Squire Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""malt_shovel_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,11,1
+erie_brewing_company-derailed_black_cherry_ale,0,0,244620918785,"{""name"":""Derailed Black Cherry Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewery folklore tells a story about a train engineer with a passion for the taste of Railbender Ale. With every stop he made in Erie came an equal number of stops at our brewery. One extended visit to our fermenter left the engineer in a rather befuddled state of mind. On his fateful trip out of Erie that evening, his train mysteriously derailed. The engineer swears that a huge black cherry tree had fallen across the tracks as the culprit. No such tree was ever found, but the front of the locomotive was spattered with hundreds of red sports. In tribute to this folklore our expert brewers introduce Derailed Black Cherry Ale – brewed with fresh sweet black cherries and the finest malted barley to create a truly cherrylicious ale. Please enjoy responsibly, as we would never want you to get derailed!"",""style"":""Fruit Beer"",""category"":""Other Style""}",1,34,1
+f_x_matt_brewing-saranac_mocha_stout,0,0,244621443075,"{""name"":""Saranac Mocha Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Combines the rich roasted flavor of our traditional stout with a deep, robust mocha. Look for a full-bodied taste with a crescendo of complex flavor notes."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+ham_s_restaurant_and_brewhouse,0,0,244748976129,"{""name"":""Ham's Restaurant and Brewhouse"",""city"":""Greenville"",""state"":""North Carolina"",""code"":""27834"",""country"":""United States"",""phone"":""1-252-830-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""701 Evans Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.6083,""lon"":-77.3732}}",1,37,1
+pike_pub_and_brewery-india_pale_ale,0,0,244983791616,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,8,1
+moose_s_tooth_pub_and_pizzeria-bear_tooth_ale,0,0,244860256258,"{""name"":""Bear Tooth Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moose_s_tooth_pub_and_pizzeria"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep-red, full-bodied, malty ale heavily hopped with Centennial hops to produce a citrusy, spruce-like flavor and aroma. A final dose of Centennail hops in the conditioning tank lends an India Pale Ale-like aroma to the finished beer."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+mad_river_brewing,0,0,244862943233,"{""name"":""Mad River Brewing"",""city"":""Blue Lake"",""state"":""California"",""code"":""95525"",""country"":""United States"",""phone"":""1-707-668-4151"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""195 Taylor Way""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.879,""lon"":-123.993}}",1,14,1
+iron_springs_pub_brewery-honey_bunny_blonde_ale,0,0,244757889025,"{""name"":""Honey Bunny Blonde Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+sharktooth_brewing-porter,0,0,244981366785,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,2,1
+saint_arnold_brewing-fancy_lawnmower_beer,0,0,245000765442,"{""name"":""Fancy Lawnmower Beer"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A true German-style Kölsch. Originally brewed in Cologne, this beer is light yet has a sweet malty body that is balanced by a complex, citrus hop character. Multiple additions of German Hallertauer hops are used to achieve this delicate flavor. We use a special Kölsch yeast, an ale yeast that ferments at lager temperatures, to yield the slightly fruity, clean flavor of this beer. Fancy Lawnmower Beer is a world class brew yet light enough to be enjoyed by Texans after strenuous activities, like mowing the lawn.\r\n\r\nSaint Arnold Fancy Lawnmower Beer is best consumed at 35-45° Fahrenheit.""}",1,48,1
+voodoo_brewing_co_llc-black_magick,0,0,245744140288,"{""name"":""Black Magick"",""abv"":15.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""This is an Imperial Stout that is Brewed to great strength and complexity. We then gently age that beer in Elaigh Craig 13 1/2 year old Bourbon Barrels for 1 yr. and then primed and bottled to bottle condition for continued aging and celler life. Black Magick should be able to be aged up to about 5 years, to heighten the complexity and smooth nature of this beer. This beer should be opened to breath, pour into snifter and enjoy at 55-60 F. \r\n\r\nThis is a truly Barrel aged ale and is not to have a large carbonation. We bottle condition it to achieve cask like characteristics."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,0,1
+o_hara_s_brewpub_and_restaurant,0,0,244880179200,"{""name"":""O'Hara's Brewpub and Restaurant"",""city"":""Saint Cloud"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.5539,""lon"":-94.1703}}",1,56,1
+cooper_s_cave_ale_company-bumppo_s_brown_ale,0,0,244495810560,"{""name"":""Bumppo's Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Bumppo's Brown Ale is a dark Dark Mild Ale. It is lightly hopped with a medium body, darkened and flavored with chocolate malt."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,50,1
+grupo_modelo,0,0,244741111810,"{""name"":""Grupo Modelo"",""city"":""Mexico City"",""state"":"""",""code"":"""",""country"":""Mexico"",""phone"":"""",""website"":""http://www.gmodelo.com.mx/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":19.427,""lon"":-99.1276}}",1,17,1
+lancaster_brewing_co-hop_hog_ipa,0,0,244750352386,"{""name"":""Hop Hog IPA"",""abv"":7.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our hoppiest beer to date.  This formidable India Pale Ale has a hop aroma that demands attention.  The bold, citrus hop flavor is balanced by a dry malt character that makes this refreshing ale a true classic."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,39,1
+sand_creek_brewing_company-imperial_stout,0,0,244982087681,"{""name"":""Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,4,1
+sierra_nevada_brewing_co-bigfoot_2005,0,0,244983070720,"{""name"":""Bigfoot 2005"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+lakefront_brewery-big_easy_beer,0,0,244756054017,"{""name"":""Big Easy Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,54,1
+yamhill_brewing,0,0,245749841921,"{""name"":""Yamhill Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.5235,""lon"":-122.676}}",1,42,1
+klosterbrauerei_neuzelle-golden_abbot_lager,0,0,244740980736,"{""name"":""Golden Abbot Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_neuzelle"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+mad_crab_restaurant_and_brewery,0,0,244863533056,"{""name"":""Mad Crab Restaurant and Brewery"",""city"":""Strongsville"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.3145,""lon"":-81.8357}}",1,15,1
+new_glarus_brewing_company-native_ale,0,0,244862746624,"{""name"":""Native Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,13,1
+southern_tier_brewing_co-422_pale_wheat_ale,0,0,245115715585,"{""name"":""422 Pale Wheat Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Pour 422 Pale Wheat Ale into a pint glass, give it a long whiff and you’ll realize that this isn’t your average pale golden wheat. Preserved in its unfiltered state, 422 is a fantastic session ale in which flavors of wheat, barley and hops commingle to a refreshing and zesty conclusion. Hints of orange and sweet malts waft to the fore as a touch of bitterness contributes to a smooth finish. 422 is brewed as a tribute to preserving our precious planet and it’s environment. It is responsibly packaged with over 80% recycled consumer products and is completely recyclable. Enjoy 422 all year as to take one stride closer to a eco-friendly life."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+abdullah,0,0,89908535623680,"{""click"":""to edit"",""new in 2.0"":""there are no reserved field names""}",1,47,1
+flagstaff_brewing-bubbaganoush_pale_ale,0,0,244619608065,"{""name"":""Bubbaganoush Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flagstaff_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+jt_whitney_s_brewpub_and_eatery-ipa,0,0,244749762560,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+pyramid_ales_brewery-snow_cap,0,0,244984250369,"{""name"":""Snow Cap"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, full-bodied winter warmer crafted in the British tradition of holiday beers. This deep mahogany colored brew balances complex fruit flavors with a refreshingly smooth texture, making Snow Cap a highly drinkable and desirable cold weather companion."",""style"":""Old Ale"",""category"":""British Ale""}",1,9,1
+labatt_keith_s_brewery_oland_breweries,0,0,244747665410,"{""name"":""Labatt / Keith's Brewery / Oland Breweries"",""city"":""Halifax"",""state"":""Nova Scotia"",""code"":""0"",""country"":""Canada"",""phone"":""1-902-453-1867"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3055 Agricola Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.6598,""lon"":-63.5997}}",1,33,1
+cervecera_nacional-cabro_extra,0,0,244481982465,"{""name"":""Cabro Extra"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cervecera_nacional"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+columbus_brewing_company,0,0,244481392642,"{""name"":""Columbus Brewing Company"",""city"":""Columbus"",""state"":""OH"",""code"":""43215"",""country"":""United States"",""phone"":""614-464-2739"",""website"":""www.columbusbrewingco.com"",""type"":""brewery"",""updated"":""2011-03-08 12:19:07"",""description"":""Located just south of downtown Columbus, Ohio, adjacent to German Village in the historic Brewery District, Columbus Brewing Company Restaurant features award-winning food and beer in an upscale-casual setting. "",""address"":[""525 Short St.""]}",1,18,1
+minhas_craft_brewery,0,0,244868775936,"{""name"":""Minhas Craft Brewery"",""city"":""Monroe"",""state"":""Wisconsin"",""code"":""53566"",""country"":""United States"",""phone"":""1-608-325-3191"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1208 14th Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.6001,""lon"":-89.6422}}",1,28,1
+spring_house_brewing_company-atomic_raygun_imperial_red,0,0,245099790337,"{""name"":""Atomic Raygun Imperial Red"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""We welcome the latest release Atomic Raygun Imperial Red! Brewed with Pilsner, Chocolate and Caramel malts but well balanced with Columbus and Centennial Hops and coming in at 90 IBU's.  The Octane level on this one is coming in at 8.3!"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,5,1
+union_barrel_works-wobbly_bob_dopplebock,0,0,245099266048,"{""name"":""Wobbly Bob Dopplebock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark Dunkle style lager with an original gravity above 19 degrees Plato. Rich and malty, this is a strong bock with a mellow finish."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,3,1
+hue_brewery,0,0,244756512768,"{""name"":""Hue Brewery"",""city"":""Hue"",""state"":"""",""code"":"""",""country"":""Viet Nam"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hue""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-33.2175,""lon"":151.426}}",1,55,1
+mohrenbrauerei_august_huber-gambrinus,0,0,244878344192,"{""name"":""Gambrinus"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mohrenbrauerei_august_huber"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+lost_coast_brewery-pale_ale,0,0,244861304832,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lost_coast_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+cooperstown_brewing_company-benchwarmer_porter,0,0,244495155202,"{""name"":""Benchwarmer Porter"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooperstown_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Benchwarmer\"" is a very smooth Porter brewed in accordance with the original \""high gravity\"" porters of early London. More than 4% chocolate malt, which is the most similar to the brown malts of the early 1700’s, gives \""Benchwarmer\"" its dry coffee-like finish. It is fermented with the Ringwood yeast which is an excellent yeast for the brewing of porters. The widely accepted theory of how porter got its name is that it was a very popular beer among the porters who hauled produce and goods around the marketplace of early industrialized London."",""style"":""Porter"",""category"":""Irish Ale""}",1,49,1
+gaslight_brewery-steam_beer,0,0,244611809280,"{""name"":""Steam Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gaslight_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+einbecker_brauhaus_ag-schwarzbier_dunkel,0,0,244630552577,"{""name"":""Schwarzbier / Dunkel"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""einbecker_brauhaus_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,57,1
+troegs_brewing-dreamweaver,0,0,245097824256,"{""name"":""Dreamweaver"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Long toasty days, cool breezy nights and a splash of magic provide the inspiration for the Troegs brothers’ dreamiest Single Batch creation—Dreamweaver Wheat. Combining four wheat types with Munich and Pils malts, noble Saaz hops, and a yeast strain that imparts a spicy, peppery, clove taste with a slight hint of bananas, Dreamweaver Wheat is an unfiltered blast of spicy, mouthwatering joy."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,1,1
+green_mill_brewing_saint_paul-knockadoon_irish_ale,0,0,244757299200,"{""name"":""Knockadoon Irish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mill_brewing_saint_paul"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+mccashin_s_brewery_malthouse-malt_mac_winter_ale,0,0,244861698048,"{""name"":""Malt Mac Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mccashin_s_brewery_malthouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+esser_s_cross_plains_brewery,0,0,244620918786,"{""name"":""Esser's Cross Plains Brewery"",""city"":""Cross Plains"",""state"":""Wisconsin"",""code"":""53528"",""country"":""United States"",""phone"":""1-608-798-3911"",""website"":""http://www.essersbest.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2109 Hickory Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.1147,""lon"":-89.6531}}",1,34,1
+f_x_matt_brewing-saranac_octoberfest,0,0,244621508608,"{""name"":""Saranac Octoberfest"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Octoberfest is a med-bodied, copper colored lager. It's rich, malty taste is subtly balanced by Saaz and Tettnang hops. The beer is aged slowly in the tradition of the Octoberfest beers of Munich."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,35,1
+hirschbru_privatbrauerei_hss-neuschwansteiner_bavarian_lager,0,0,244749041664,"{""name"":""Neuschwansteiner Bavarian Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hirschbru_privatbrauerei_hss"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+pivovar_pardubice_a_s,0,0,244983857152,"{""name"":""Pivovar Pardubice a.s."",""city"":""Pardubice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-466-511-321-4"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Palackho 250""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.0355,""lon"":15.762}}",1,8,1
+morland_and_co-tanners_jack,0,0,244860321792,"{""name"":""Tanners Jack"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""morland_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+manhattan_beach_brewing,0,0,244863008768,"{""name"":""Manhattan Beach Brewing"",""city"":""Manhattan Beach"",""state"":""California"",""code"":""90266"",""country"":""United States"",""phone"":""1-310-378-2744"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""124 Manhattan Beach Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.8844,""lon"":-118.411}}",1,14,1
+iron_springs_pub_brewery-shining_star_pale_ale,0,0,244757889026,"{""name"":""Shining Star Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+smoky_mountain_brewing-black_bear_ale,0,0,245097955328,"{""name"":""Black Bear Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smoky_mountain_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+salado_creek_brewing_company-amarossa,0,0,245000830976,"{""name"":""Amarossa"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""salado_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+warwick_valley_wine_co,0,0,245744140289,"{""name"":""Warwick Valley Wine Co."",""city"":""Warwick"",""state"":""NY"",""code"":""10990"",""country"":""United States"",""phone"":""(845) 258-4858"",""website"":""http://www.wvwinery.com"",""type"":""brewery"",""updated"":""2010-12-20 16:17:52"",""description"":"""",""address"":[""114 Little York Rd""]}",1,0,1
+odell_brewing-bobby,0,0,244880179201,"{""name"":""Bobby"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+cooper_s_cave_ale_company-cooper_s_cave_pale_ale,0,0,244495810561,"{""name"":""Cooper's Cave Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cooper_s_cave_ale_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Cooper's Cave Pale Ale is an English Pale Ale throughout.It is a full bodied light colored ale with evenly pronounced hop bitterness. The grain bill consists of two English Pale Malts and an English Crystal Malt. The brewer's favorite...need we say more."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,50,1
+haarlems_biergenootschap_jopen-adriaan,0,0,244741177344,"{""name"":""Adriaan"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""haarlems_biergenootschap_jopen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+liberty_steakhouse_and_brewery,0,0,244750352387,"{""name"":""Liberty Steakhouse and Brewery"",""city"":""Myrtle Beach"",""state"":""South Carolina"",""code"":""29577"",""country"":""United States"",""phone"":""843.626.4677"",""website"":""http://www.libertysteakhouseandbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Liberty means many things to many different people. It's a celebration of the great American farmer and the rich bounty he puts on our plates.  It's a celebration of America's rich ethnic cooking styles. It's a celebration of the resurgence of the handcrafted-brewing style of the pre-prohibition small American brewery.  Liberty Steakhouse & Brewery is based on America's rich ethnic cooking styles, complimented by finely hand-crafted beers, tantalizing starters and perfectly seared steaks. We've got something brewing you're sure to like. Liberty is also a celebration of life, family and the pursuit of happiness. So bring us your hungry, your thirsty and fun-loving, we'll send you home refreshed and fulfilled."",""address"":[""1321 Celebrity Circle""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.7187,""lon"":-78.8831}}",1,39,1
+santa_fe_brewing_company-santa_fe_stout,0,0,244982087682,"{""name"":""Santa Fe Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A hearty sip of the Santa Fe Stout delights one’s taste buds first with a generous Irish serving of roast malt that rolls off the tongue with a creamy bitterness reminiscent of the finest coffee. Supported by the complex, yet light body only possible with a good Irish yeast strain, this coffee-like creaminess eventually yields to the warmth of a subtle variety of hops, and their mild, full flavor. A favorite with regular customers, this rare brew can occasionally be found on draft at restaurants in Santa Fe, but is more likely on tap at the Brewery's tasting room. Despite its intimidating dark color, this brew has an uncanny ability to convert those who claim not to like beer. The balance of flavors and complexity of aroma are recognized and appreciated by all who taste this fine brew.""}",1,4,1
+sly_fox_brewhouse_and_eatery_royersford-anniversary_ipa_ahtanum,0,0,245100249088,"{""name"":""Anniversary IPA Ahtanum"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,6,1
+leinenkugel_s_ballyard_brewery-splitfinger_stout,0,0,244756054018,"{""name"":""Splitfinger Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""leinenkugel_s_ballyard_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+yellowstone_valley_brewing,0,0,245749907456,"{""name"":""Yellowstone Valley Brewing"",""city"":""Billings"",""state"":""Montana"",""code"":""59101"",""country"":""United States"",""phone"":""406-245-0918"",""website"":""http://www.yellowstonevalleybrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2123 1st Avenue North""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.7861,""lon"":-108.498}}",1,42,1
+knigsbacher_brauerei,0,0,244740980737,"{""name"":""Knigsbacher Brauerei"",""city"":""Koblenz"",""state"":""Rheinland-Pfalz"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)261-/-1397-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""An der Knigsbach 8""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.3216,""lon"":7.5862}}",1,16,1
+main_street_brewery-mesa_cerveza_schnorzenboomer,0,0,244863533057,"{""name"":""Mesa Cerveza Schnorzenboomer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,15,1
+new_glarus_brewing_company-smoked_rye_bock,0,0,244862746625,"{""name"":""Smoked Rye Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+speakeasy_ales_and_lagers-old_godfather,0,0,245115781120,"{""name"":""Old Godfather"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""speakeasy_ales_and_lagers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,41,1
+flyers_restraunt_and_brewery-heat_seeker_hefe,0,0,244619673600,"{""name"":""Heat Seeker Hefe"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flyers_restraunt_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A Bavarian style Hefeweizen, a cloudy brew with slight hints of bannana and clove.  Light and refreshing."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,31,1
+jt_whitney_s_brewpub_and_eatery-triple_treat,0,0,244749762561,"{""name"":""Triple Treat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+raccoon_lodge_and_brewpub_cascade_brewing-celtic_copper_ale,0,0,244984315904,"{""name"":""Celtic Copper Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Celtic Copper is a mahogany hued ale with rich malt flavor and subtle hop balance; an excellent choice for those who prefer amber ales."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,9,1
+lagunitas_brewing_company-hop_stoopid,0,0,244747665411,"{""name"":""Hop Stoopid"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,33,1
+cold_spring_brewing-aspen_meadow_black_and_tan,0,0,244482048000,"{""name"":""Aspen Meadow Black and Tan"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cold_spring_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+coronado_brewing_company-four_brothers_pale_ale,0,0,244481458176,"{""name"":""Four Brothers Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""coronado_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+molson_breweries_of_canada-rickard_s_red_ale,0,0,244868841472,"{""name"":""Rickard's Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,28,1
+steamworks-coal_porter,0,0,245099790338,"{""name"":""Coal Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""As you look out over Vancouver's Coal Harbour, relax with this creamy delight. Don't let the colour fool you - this porter is rich but not overpowering with a head that lingers all the way down the glass. Just about anything goes with our Coal Porter, and you don't have to belong to \""High Society\"" to enjoy a glass with oysters."",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+unionsbru_haidhausen,0,0,245099266049,"{""name"":""Unionsbru Haidhausen"",""city"":""Mnchen"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-477677"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Einsteinstrae 42""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.1355,""lon"":11.6009}}",1,3,1
+karl_strauss_brewery_gardens_sorrento_mesa,0,0,244756512769,"{""name"":""Karl Strauss Brewery Gardens - Sorrento Mesa"",""city"":""San Diego"",""state"":""California"",""code"":""92121"",""country"":""United States"",""phone"":""1-858-587-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9675 Scranton Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.8969,""lon"":-117.201}}",1,55,1
+moosejaw_pizza_dells_brewing_company-new_hops_ale,0,0,244878344193,"{""name"":""New Hops Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+maisel_bru-pils,0,0,244861370368,"{""name"":""Pils"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maisel_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+courthouse_pub-courthouse_copper,0,0,244495220736,"{""name"":""Courthouse Copper"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""courthouse_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+goose_island_beer_company_clybourn-xxx_porter,0,0,244611809281,"{""name"":""XXX Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+el_toro_brewing_company-el_toro_negro_oatmeal_stout,0,0,244630618112,"{""name"":""El Toro Negro Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""el_toro_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,57,1
+union_barrel_works-union_barrel_works_mai_bock,0,0,245097824257,"{""name"":""Union Barrel Works Mai-Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A pale bock with fresh maltiness in the aroma and palate. Deep golden color with a generous amount of pure honey to smooth the high alcohol finish. Perle and Cluster hops for bittering and Sazz and Hallertau for finishing. Original gravity above 19 Plato."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,1,1
+hapa_s_brew_haus_and_restaurant-red_eye_amber,0,0,244757364736,"{""name"":""Red Eye Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hapa_s_brew_haus_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+middle_ages_brewing-kilt_tilter,0,0,244861698049,"{""name"":""Kilt Tilter"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Scottish \""90/-\"" ale. Brewed only once a year, this ale is rich and full with a dryness that is beautifully balanced with a classic malt sweetness."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,11,1
+felinfoel_brewery_co_ltd,0,0,244620984320,"{""name"":""Felinfoel Brewery Co Ltd"",""city"":""Llanelli"",""state"":""Wales"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-01554-773357"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Farmers Row""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.6987,""lon"":-4.1456}}",1,34,1
+fauerbach_brewing_company,0,0,244621508609,"{""name"":""Fauerbach Brewing Company"",""city"":""Madison"",""state"":""Wisconsin"",""code"":""53705"",""country"":""United States"",""phone"":"""",""website"":""http://www.fauerbachbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1714 Camus Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.0844,""lon"":-89.4761}}",1,35,1
+jack_s_brewing-india_pale_ale,0,0,244749041665,"{""name"":""India Pale Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jack_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+porterhouse_restaurant_and_brewpub-indian_red_ale,0,0,244983857153,"{""name"":""Indian Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""porterhouse_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+moylans_brewing_company,0,0,244860321793,"{""name"":""moylans Brewing company"",""city"":""Novato"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.moylans.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.1074,""lon"":-122.57}}",1,7,1
+mccoy_s_public_house_and_brewkitchen,0,0,244863008769,"{""name"":""McCoy's Public House and Brewkitchen"",""city"":""Kansas City"",""state"":""Missouri"",""code"":""64111"",""country"":""United States"",""phone"":""1-816-960-0866"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4057 Pennsylvania Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.0534,""lon"":-94.5919}}",1,14,1
+ithaca_beer_company-flower_power_india_pale_ale,0,0,244757889027,"{""name"":""Flower Power India Pale Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Enjoy the clover honey hue and tropical nose. Simultaneously Punchy and soothing with a big body and a finish that boasts pineapple and grapefruit. Flower power is hopped and dry-hopped five different times throughout the brewing and fermentation process."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+smuttynose_brewing_co-smuttynose_pumpkin_ale,0,0,245098020864,"{""name"":""Smuttynose Pumpkin Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Smuttynose Pumpkin Ale is our homage to the craft and heritage of America’s brewers. Recipes calling for the use of pumpkins in beer date back to early colonial times, when brewers sought to extend their supply of costly imported malt with locally grown ingredients, such as squash and “pompions.”\r\n\r\nIn that spirit, we brew our ale with the addition of pumpkin to the mash, along with traditional spices to create a delicious American original."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,2,1
+samuel_smith_old_brewery_tadcaster-organic_ale,0,0,245000830977,"{""name"":""Organic Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":""A delicately flavored golden ale in which subtle fruity esters from the Samuel Smith yeast strain interact with a background of maltiness and fresh hops."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,48,1
+weyerbacher_brewing_company-winter_ale,0,0,245744205824,"{""name"":""Winter Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""At Weyerbacher we've created a Winter Ale that is a must for any malty beer lover. Winner of a Silver Medal in the 1998 World Beer Championships, Weyerbacher Winter Ale is brewed with deep-roasted chocolate malt. The taste predominates with a warm, roasty flavor, balanced out with a slightly dry finish. It's smooth but not cloying, with a warming belt of alcohol (5.6% ABV).\r\n\r\nAlthough winter ales predate history, they are believed to have their origin in the pagan celebrations of winter solstice. Later, when monasteries produced the local brew, winter ales were made each year to commemorate the birth of Christ. Back then, winter ales were brewed full-bodied as a source of nutrition for the upcoming winter months. Today, winter ales are typified by their seasonality, their rich, malty flavors and by their deep, dark coloration.\r\n\r\nGenerally available November-March, Weyerbacher Winter Ale is the perfect libation for a winter meal, with good friends, or beside a warm fire fending off a cold winter night."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,0,1
+odell_brewing-odell_red_ale,0,0,244880244736,"{""name"":""Odell Red Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Rocky Mountain Goat is no ordinary goat. Just like Odell Red is no ordinary red. \r\n\r\nWe took the American-style red to a whole new level by adding a variety of aggressive American hops—giving this ale a distinctive fresh hop aroma and flavor. \r\n\r\nWe think you'll agree this red has some serious kick."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+coopers_brewery,0,0,244495876096,"{""name"":""Coopers Brewery"",""city"":""Regency Park"",""state"":""South Australia"",""code"":"""",""country"":""Australia"",""phone"":""61-(08)-8440-1800"",""website"":""http://www.coopers.com.au/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Coopers Brewery produce a range of Ales,Stouts and Lagers.   Our ale range is brewed by a method of top fermentation, originating in the Middle Ages.  Coopers uses only natural ingredients including malt, hops, sugar, water and a special yeast strain that's over 90 years old.  Coopers do not use preservatives or chemicals in their ale range.   Coopers also produce Stout and Lager beers.  The Lager beers are bottom fermented in cooler conditions, matured for a short period and pasteurised."",""address"":[""461 South Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-34.8727,""lon"":138.573}}",1,50,1
+hale_s_ales_3-mongoose_ipa,0,0,244741177345,"{""name"":""Mongoose IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hale_s_ales_3"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+main_street_beer_company_1-stubborn_mule_barleywine,0,0,244872511488,"{""name"":""Stubborn Mule Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_beer_company_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+selin_s_grove_brewing_co-captain_selin_s_cream,0,0,244982087683,"{""name"":""Captain Selin's Cream"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""selin_s_grove_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,4,1
+southampton_publick_house-double_ice_bock,0,0,245100314624,"{""name"":""Double Ice Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southampton_publick_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,6,1
+long_trail_brewing_co-harvest,0,0,244878737408,"{""name"":""Harvest"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A light & malty experience modeled after one of our favorite old style English brews."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,54,1
+la_jolla_brew_house-pilsner,0,0,244740980738,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+maisel_bru,0,0,244863598592,"{""name"":""Maisel Bru"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-91827-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Moosstrae 46""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.8928,""lon"":10.9131}}",1,15,1
+new_holland_brewing_company-dragon_s_milk,0,0,244862746626,"{""name"":""Dragon's Milk"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A barrel-aged, strong-ale with a soft and rich caramel-malt character intermingled with deep vanilla tones dancing in an oak bath. Unmistakably distinctive and hauntingly remarkable, Dragon’s Milk’s warming complexity pairs well with smoked meats and cheeses, red meat, or a nice cigar.""}",1,13,1
+sprecher_brewing-anniversary_ale,0,0,245115781121,"{""name"":""Anniversary Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,41,1
+frederic_robinson_ltd,0,0,244619673601,"{""name"":""Frederic Robinson Ltd."",""city"":""Stockport"",""state"":""Cheshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(0161)-480-6571"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Unicorn Brewery""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.499,""lon"":-72.9007}}",1,31,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2005_sherry,0,0,244749762562,"{""name"":""Harvest Ale 2005 (Sherry)"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+railway_brewing-ironhorse_not_brown,0,0,244984381440,"{""name"":""Ironhorse Not Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""railway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,9,1
+lancaster_brewing_co-lancaster_milk_stout,0,0,244747730944,"{""name"":""Lancaster Milk Stout"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""We are proud to offer one of the few surviving examples of this traditional English style sweet stout.  A bold dark ale, bursting with roasted barley dryness and mellowed by hints of chocolate and coffee."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,33,1
+daleside_brewery-monkey_wrench_dark_ale,0,0,244482048001,"{""name"":""Monkey Wrench Dark Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""daleside_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+cricket_hill-cricket_s_nocturne,0,0,244481458177,"{""name"":""Cricket's Nocturne"",""abv"":4.5,""ibu"":19.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""cricket_hill"",""updated"":""2010-12-06 13:10:41"",""description"":""Cricket's Nocturne: a dark lager that combines a mild crispness with subtle toasty, chocolate notes to make it the perfect thirst quencher on days when there's a chill in the air. It;s a great accompaniment to hearty winter meals, or dessert by the fireside."",""style"":""American-Style Dark Lager"",""category"":""North American Lager""}",1,18,1
+moon_river_brewing_company-swamp_fox_ipa,0,0,244868841473,"{""name"":""Swamp Fox IPA"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Like its namesake, this ale is known for the sneak attack. Hop-heads will enjoy its assertive bitterness and huge floral, dry hop aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,28,1
+steamworks_brewing_durango-steam_engine_steam,0,0,245099855872,"{""name"":""Steam Engine Steam"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks_brewing_durango"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+upstream_brewing_old_market,0,0,245099266050,"{""name"":""Upstream Brewing Old Market"",""city"":""Omaha"",""state"":""Nebraska"",""code"":""68102"",""country"":""United States"",""phone"":""1-402-344-0200"",""website"":""http://www.upstreambrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Derived from the Native American meaning of Omaha, upstream or against the current, the Upstream Brewing Company is just that�a restaurant different from the rest. Since opening in 1996, the Upstream has been all about fresh�from the handcrafted beers to the locally grown produce to the lively atmosphere. Not to mention the friendly, knowledgeable staff. So stop in today, and find out why we've been named one of Omaha's Best several years running."",""address"":[""514 South Eleventh Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.2553,""lon"":-95.9306}}",1,3,1
+kona_brewing-stout,0,0,244756512770,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+moylan_s_brewery_restaurant-moylander_double_ipa,0,0,244878344194,"{""name"":""Moylander Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""“If One is Good, Then Two is Better!” Our Moylander Double IPA is fat and resiny, with aggresive and excessive hops swinging on on an enormous malt backbone like naughty monkeys on a vine. Double malt, double hops - do the math, it’s academic. This brew has twice the things you’re looking for, and it’s big enough to share with the one you love. And isn’t that what it's all about?"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,52,1
+marquette_harbor_brewery_and_restaurant,0,0,244861370369,"{""name"":""Marquette Harbor Brewery and Restaurant"",""city"":""Marquette"",""state"":""Michigan"",""code"":""49855"",""country"":""United States"",""phone"":""1-906-228-3533"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""119 South Front Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":46.5431,""lon"":-87.3929}}",1,10,1
+crescent_city_brewhouse-red_stallion,0,0,244495286272,"{""name"":""Red Stallion"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""crescent_city_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+goose_island_beer_company_fulton_street-baderbrau_pilsener,0,0,244611874816,"{""name"":""Baderbräu Pilsener"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_fulton_street"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+fifty_fifty_brewing_co-roundabout_oatmeal_stout,0,0,244630618113,"{""name"":""Roundabout Oatmeal Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Everyone has their price. For some, it's measured in dollars per hour, for others it's powder days. For those that have the gift of passion for the dark side, it's measured in pints of Oatmeal Stout. Another one of FiftyFifty's seasonals, the Roundabout Oatmeal Stout is brown to black in color and nearly opaque. It has a velvet like mouthfeel, moderate hints of dark dried fruit, espresso beans and Dark Chocolate... and just a hint of hop bitterness. The addition of Flaked Oats gives this brew its wonderful creamy texture. Roundabout Oatmeal Stout is one of a series of Stouts that FiftyFifty Brewing Co. will produce during the course of the year. Enjoy!"",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,57,1
+united_breweries_limited-flying_horse_royal_lager_beer,0,0,245097889792,"{""name"":""Flying Horse Royal Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""united_breweries_limited"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,1,1
+harmon_brewing_company-brown_s_point_esb,0,0,244757364737,"{""name"":""Brown's Point ESB"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harmon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This E.S.B. is definately the house favorite. Exclusively hopped with Fuggles, this full bodied amber ale finishes smooth and clean. 5.6% ABV"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,58,1
+midnight_sun_brewing_co-berserker_imperial_stout,0,0,244861763584,"{""name"":""Berserker Imperial Stout"",""abv"":12.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Vicious and viscous, this menacing brew pours opaque black with a creamy maduro-colored head. Its aroma offers seductive whiskey, chewy red wine, dark fruit and lavish tobacco. Berserker Imperial Stout invades your taste buds with in-your-face flavor. Weighing in at almost 13% alcohol by volume, Berserker is completely out-of-control. Give it a good fight.\r\n\r\nThis version of Berserker Imperial Stout was aged in both red wine and whiskey barrels. The entire batch was brought back together before being packaged in kegs and 22-oz bottles."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,11,1
+firehouse_brewery_restaurant-pilsner,0,0,244620984321,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+fitzpatrick_s_brewing-mcbride_porter,0,0,244621574144,"{""name"":""McBride Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fitzpatrick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+joboy_s_brew_pub-manheim_stout,0,0,244749041666,"{""name"":""Manheim Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joboy_s_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""An intense and rich, dark, roasty ale with substantial alcohol warming. Requires several months of aging."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,37,1
+prairie_rock_brewing_elgin-honey_brown_ale,0,0,244983922688,"{""name"":""Honey Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,8,1
+new_holland_brewing_company,0,0,244860321794,"{""name"":""New Holland Brewing Company"",""city"":""Holland"",""state"":""Michigan"",""code"":""49423"",""country"":""United States"",""phone"":""1-616-355-6422"",""website"":""http://newhollandbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established in 1996, NHBC has grown from a scrappy two-man start-up to a thriving regional microbrewery, recognized for its creativity and artistry. We are very proud of our accomplishments thus far, and believe in earning our place in the brewing industry and in our customer's hearts and minds everyday. All of our beer is brewed in Holland, Michigan at one of our two locations. We brew, cellar and package the main brands for distribution at our production facility on the north-side of Holland, at 690 Commerce Court. In response to our considerable growth, we opened the new brewery in October of 2006, replacing the original headquarters.  We also brew beer and distill spirits in our pub. The pub is a great place for us to explore new ideas, meet our customers in a comfortable setting and provide a place of community for all who visit. The beers made here are typically special brews that rarely see their way outside of the friendly confines of our pub. In 2007, we brewed and shipped just over 7,400 barrels of beer. (A barrel = 31 gallons.) We work hard to bring you an authentic, interesting and gratifying experience."",""address"":[""66 East Eighth Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.79,""lon"":-86.1041}}",1,7,1
+mercury_brewing_company-ipswich_oatmeal_stout,0,0,244863008770,"{""name"":""Ipswich Oatmeal Stout"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep, rich, and malty with hints of chocolate and coffee. It's what espresso would be if it had the gumption to be beer. We use three different hop additions, specially selected crystal malts, roasted barley, and oatmeal to give it a soft and silky mouth feel. Makes a great dessert. Or meal."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,14,1
+jt_whitney_s_brewpub_and_eatery-rauch_ale,0,0,244757889028,"{""name"":""Rauch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+smuttynose_brewing_co-smuttynose_winter_ale,0,0,245098086400,"{""name"":""Smuttynose Winter Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Smuttynose Winter Ale is a full-bodied, amber beer brewed with a special Trappist ale yeast. Stylistically reminiscent of a Belgian Abbey Double, it features fruity aromas and flavor, balanced by soft Crystal hops. Warming, mellow & pleasantly complex, Smuttynose Winter Ale is your perfect cold weather companion."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,2,1
+samuel_smith_old_brewery_tadcaster,0,0,245000896512,"{""name"":""Samuel Smith Old Brewery (Tadcaster)"",""city"":""Tadcaster"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01937)-839201"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""High Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":53.8834,""lon"":-1.2625}}",1,48,1
+on_tap_bistro_brewery-belgian_double,0,0,244880244737,"{""name"":""Belgian Double"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+crane_river_brewpub_and_cafe,0,0,244495876097,"{""name"":""Crane River Brewpub and Cafe"",""city"":""Lincoln"",""state"":""Nebraska"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.8069,""lon"":-96.6817}}",1,50,1
+hasserder_brauerei,0,0,244741242880,"{""name"":""Hasserder Brauerei"",""city"":""Wernigerode"",""state"":""Sachsen-Anhalt"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)3943-/-9360"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Auerhahnring 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.8439,""lon"":10.7533}}",1,17,1
+michigan_brewing-celis_raspberry,0,0,244872511489,"{""name"":""Celis Raspberry"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An authentic Belgian fruit flavored and spiced ale with a pronounced raspberry flavor and aroma, accented by orange peel and coriander. Clear and bright golden color with a raspberry tint."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,39,1
+sierra_madre_brewing_co,0,0,244982153216,"{""name"":""Sierra Madre Brewing Co."",""city"":""Monterrey"",""state"":""Nuevo Leon"",""code"":""64630"",""country"":""Mexico"",""phone"":""+52 (81) 8348-4896"",""website"":""http://www.smbc.com.mx/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An interesting microbrewery -- brewpub -- that started brewing in 1998."",""address"":[""Av. Insurgentes 3915""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":25.6811,""lon"":-100.363}}",1,4,1
+southern_tier_brewing_co-choklat,0,0,245100380160,"{""name"":""Choklat"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The Popol Vuh, the sacred book of the Maya, unfolds a complex web of mystery around a beverage known as xocoatl (ch-co-atle). At Southern Tier, we’re not surprised that hieroglyphs of the ancient Maya depict chocolate being poured for rulers and gods. Even through the many voyages of Columbus, the mystical bean remained nothing more than a strange currency of the native peoples.\r\n\r\nMoving through centuries, the circular journey of cacao has been realized in our brewing house, encompassing the complexity of the darkest, bitter-sweet candy together with the original frothy cold beverage of the ancient Maya to bring to you our Blackwater Series Choklat Stout. We have combined the finest ingredients to tempt your senses & renew the power & interrelation of history in every bottle.\r\n11.0% abv • 195º L • Imperial Chocolate Stout • 22 oz / 1/6 keg\r\n2-row barley / caramel 60 malt / barley flakes / chocolate malt / bittersweet Belgian chocolate / kettle hops: chinook & willamette"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,6,1
+maui_brewing_co-bikini_blonde_lager,0,0,244878868480,"{""name"":""Bikini Blonde Lager"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maui_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest beer, made from 100% malted barley. This blonde lager is what sailors really swam to shore for; it's light, with very little bitterness and a slight malt finish.""}",1,54,1
+marin_brewing,0,0,244863860736,"{""name"":""Marin Brewing"",""city"":""Larkspur Landing"",""state"":""California"",""code"":""94939"",""country"":""United States"",""phone"":""1-415-461-4677"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1809 Larkspur Landing Circle""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.9479,""lon"":-122.511}}",1,16,1
+mccoy_s_public_house_and_brewkitchen-deluxe_cream_stout,0,0,244863598593,"{""name"":""Deluxe Cream Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mccoy_s_public_house_and_brewkitchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,15,1
+niagara_falls_brewing-premium_light,0,0,244862812160,"{""name"":""Premium Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+sprecher_brewing-sprecher_irish_stout,0,0,245115781122,"{""name"":""Sprecher Irish Stout"",""abv"":5.73,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This tribute to St. Patrick's Day is smooth and creamy, with distinctive flavors and aromas reminiscent of bitter-sweet chocolate and dark coffee. Just one precious batch of this robust, ebony colored stout is brewed each year."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+gasthaus_gosebrauerei_bayerischer_bahnhof-gose,0,0,244619673602,"{""name"":""Gose"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthaus_gosebrauerei_bayerischer_bahnhof"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+jw_lees_and_co_brewers_ltd-moonraker,0,0,244749762563,"{""name"":""Moonraker"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+randy_s_fun_hunters_brewery_restaurant_and_banquet_center,0,0,244984381441,"{""name"":""Randy's Fun Hunters Brewery Restaurant and Banquet Center"",""city"":""Whitewater"",""state"":""Wisconsin"",""code"":""53190"",""country"":""United States"",""phone"":""1-262-473-8000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""841 East Milwaukee Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.832,""lon"":-88.714}}",1,9,1
+logjam_microbrewery-lager,0,0,244870414336,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""logjam_microbrewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+de_proef_brouwerij-reinaert_flemish_wild_ale,0,0,244614430720,"{""name"":""Reinaert Flemish Wild Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+de_halve_maan,0,0,244613971968,"{""name"":""De Halve Maan"",""city"":""Brugge"",""state"":""West-Vlaanderen"",""code"":""BE-8000"",""country"":""Belgium"",""phone"":""+32-50-33.26.97"",""website"":""http://www.halvemaan.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Walplein 26""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.2026,""lon"":3.2242}}",1,18,1
+moonlight_brewing,0,0,244868907008,"{""name"":""Moonlight Brewing"",""city"":""Fulton"",""state"":""California"",""code"":""95439"",""country"":""United States"",""phone"":""1-707-528-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 316""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.498,""lon"":-122.78}}",1,28,1
+tailgate_beer-tailgate_hefeweizen,0,0,245099855873,"{""name"":""Tailgate Hefeweizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""TailGate Beer does the German style wheat beer right. Hints of citrus, complemented by sprinkles of spice that makes a German, full flavored brew that is really hard to say right.  Proud of the names ‘weizen’ (wheat) base ingredient, TGB draws most of its flavor from the famed grass plant. This Hef is one truly crisp, and refreshing unfiltered ale that garnishes well with a lemon or an orange!   Be sure to impress your friends with your fine tuned palate and sophisticated verbiage next time you belly up to order your TailGate Beer “HEH-feh-vite-zehn”"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,5,1
+voodoo_brewing_co_llc,0,0,245744467968,"{""name"":""Voodoo Brewing Co.,LLC"",""city"":""Meadville"",""state"":""Pennsylvania"",""code"":""16335"",""country"":""United States"",""phone"":""1-(412)-468-0295"",""website"":""http://www.voodoobrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""215 1/5 Arch St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.6372,""lon"":-80.1549}}",1,3,1
+la_jolla_brew_house-pale_ale,0,0,244756512771,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+new_belgium_brewing-blue_paddle_pilsener,0,0,244878344195,"{""name"":""Blue Paddle Pilsener"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Climb on in and grab a paddle. Our first foray into lagered beers, Blue Paddle Pilsener-Lager, is a Czech style pilsener with a refreshing crispness from noble hops and a rich, malty finish. ‘Blue Paddle’ refers to the implement our warehouse manager’s Grandma once used to lovingly paddle his a** when she caught him stealing sips of her beer. With more body than a traditional Belgian pils, Blue Paddle is reflective of Europe’s finest pilseners."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,52,1
+milwaukee_ale_house-sheepshead_stout,0,0,244861370370,"{""name"":""Sheepshead Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,10,1
+de_proef_brouwerij-van_den_vern_grand_cru,0,0,244627406848,"{""name"":""Van den Vern Grand Cru"",""abv"":9.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+gordash_brewing_company,0,0,244611940352,"{""name"":""Gordash Brewing Company"",""city"":""Fort Lauderdale"",""state"":""Florida"",""code"":""33312"",""country"":""United States"",""phone"":""(954) 261-0668"",""website"":""http://holymackerelbeers.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3804 S.W 30th Ave""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":26.0745,""lon"":-80.1806}}",1,12,1
+flagstaff_brewing-agassiz_amber,0,0,244630683648,"{""name"":""Agassiz Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flagstaff_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,57,1
+victory_brewing-golden_monkey_tripel,0,0,245097955328,"{""name"":""Golden Monkey Tripel"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Strong and sensual, this golden, Belgian-style ale glows with goodness. The richness of German malts and Belgian yeast are tempered by a sparkling approach and overall light body. Considerable depth of character with abundant herbal, fruity notes make this one to savor."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,1,1
+harvest_moon_brewery_cafe-altruistic_american_ale,0,0,244757364738,"{""name"":""Altruistic American Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvest_moon_brewery_cafe"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+midnight_sun_brewing_co-brewtality_espresso_black_bier,0,0,244861829120,"{""name"":""Brewtality Espresso Black Bier"",""abv"":9.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Assistant Brewer Jeremiah works  primarily at Midnight Sun Brewing Company with regular hours at the AK Rock Gym and the occasional shift or two Kaladi Brothers Coffee. To keep up with his weekly work schedule, he enjoys locally roasted coffee in the morning--OK, sometimes in the afternoon as well--and locally brewed beer in the evening-- OK, sometimes in the morning as well. This beer brings two of his worlds together as an incredible antidote for hibernation.""}",1,11,1
+flossmoor_station_brewery-bavarian_helles,0,0,244621049856,"{""name"":""Bavarian Helles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+flying_dog_brewery-road_dog_ale,0,0,244621574145,"{""name"":""Road Dog Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Blessed by Hunter S. Thompson... Road Dog Porter was our first beer to be illustrated by Ralph Steadman. This is a dark, rich and malty beer, with hints of chocolate and licorice resulting from the use of four prized malts."",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+jt_whitney_s_brewpub_and_eatery-goldenshine,0,0,244749107200,"{""name"":""Goldenshine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+pyramid_ales_brewery-pyramid_amber_weizen,0,0,244983922689,"{""name"":""Pyramid Amber Weizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed by the original Wheat Beer Pioneers, Amber Weizen is left unfiltered for extra flavor and aroma. \r\n\r\nRich amber in color, Pyramid Amber Weizen features three different kinds of caramel barley malts and nugget hops resulting in an exceptionally smooth and well-balanced beer that follows in the tradition of our flagship style, Pyramid Hefe Weizen."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,8,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_amber_ale,0,0,244860321795,"{""name"":""Nøgne Ø Amber Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A rather malty brew, which we think goes very well with cheeses - even well matured blue cheeses. You can also try our Amber paired with a grilled dish. Recommended serving temperature 10°C/50°F."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+middle_ages_brewing-highlander_80,0,0,244863074304,"{""name"":""Highlander 80/-"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Scottish-style brown ale with an attractive dark cherry color; a soft, lightly chewy body and a hint of licorice in its malt character. Rich and dark yet not too strong. 1996 Best Show at the Chicago Real Ale Festival."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,14,1
+kelmer_s_brewhouse-klassic,0,0,244757954560,"{""name"":""Klassic"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kelmer_s_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+sockeye,0,0,245098151936,"{""name"":""Sockeye"",""city"":""Boise"",""state"":""Idaho"",""code"":""83704"",""country"":""United States"",""phone"":""(208) 658-1533"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3019 N Cole Rd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.6326,""lon"":-116.275}}",1,2,1
+san_marcos_brewery_grill-cinnabarr,0,0,245000896513,"{""name"":""Cinnabarr"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+onopa_brewing,0,0,244880310272,"{""name"":""Onopa Brewing"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0389,""lon"":-87.9065}}",1,56,1
+de_dochter_van_de_korenaar-noblesse,0,0,244627800064,"{""name"":""Noblesse"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_dochter_van_de_korenaar"",""updated"":""2010-07-22 20:00:20"",""description"":""pure malt blond ale with a touch of wheat malt.\r\ngreat hop-aroma  due to hop-filtering the hot wort.\r\nbottle-conditioned."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,50,1
+hofbruhaus_traunstein-export_hell,0,0,244741242881,"{""name"":""Export-Hell"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hofbruhaus_traunstein"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+michigan_brewing-hamtramck,0,0,244872577024,"{""name"":""Hamtramck"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brightly filtered, highly carbonated, golden premium-style lager. It is lightly hopped with Polish Lublin hops. The beer will appeal to those who prefer the lighter American style beers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-apricot,0,0,245099331584,"{""name"":""Apricot"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,4,1
+spaten_franziskaner_brau-pils,0,0,245100380161,"{""name"":""Pils"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+maumee_bay_brewing,0,0,244878868481,"{""name"":""Maumee Bay Brewing"",""city"":""Toledo"",""state"":""Ohio"",""code"":""43602"",""country"":""United States"",""phone"":""1-419-243-1302"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""27 Broadway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.6432,""lon"":-83.5384}}",1,54,1
+maumee_bay_brewing-belgian_trippel,0,0,244863860737,"{""name"":""Belgian Trippel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maumee_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+mercury_brewing_company-ipswich_nut_brown,0,0,244863664128,"{""name"":""Ipswich Nut Brown"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth, hoppy brown ale, full-bodied with caramel and chocolate malt flavors."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+north_country_brewery-rock_n_wheat,0,0,244862812161,"{""name"":""Rock-n-Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This unfiltered, true German wheat beer has hints of clove and banana which the yeast produces during fermentation."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,13,1
+stoudt_s_brewery-fat_dog_stout,0,0,245115781123,"{""name"":""Fat Dog Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,41,1
+grand_lake_brewing-plaid_bastard,0,0,244746682368,"{""name"":""Plaid Bastard"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grand_lake_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,31,1
+kaiser_bru-original_lager,0,0,244749828096,"{""name"":""Original Lager"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kaiser_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+real_ale_brewing_company-phoenixx_double_esb,0,0,244984446976,"{""name"":""Phoenixx Double ESB"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""real_ale_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our winter seasonal is inspired by the great ales of the UK but brewed with a distinctively American attitude. English crystal malt gives Phoenixx its subtle toffee and caramel notes, but this ale is about hops. The blend of English hops, highlighted by its namesake, Phoenix, yields a complex hop character that dominates this special brew."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,9,1
+marin_brewing-eldridge_grade_white_knuckle_ale,0,0,244870414337,"{""name"":""Eldridge Grade White Knuckle Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+delafield_brewhaus-oktoberfest,0,0,244614496256,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,19,1
+de_proef_brouwerij-andelot_mystique,0,0,244614037504,"{""name"":""Andelot Mystique"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+moosejaw_pizza_dells_brewing_company-dunkel_lager,0,0,244868907009,"{""name"":""Dunkel Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+the_blind_bat_brewery_llc-wheatley_hills_weizenbock,0,0,245099921408,"{""name"":""Wheatley Hills Weizenbock"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_blind_bat_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Malty and yeasty, with some sweetness along with hints of cloves and banana. (thanks to the yeast!) \r\n\r\nLow hop bitterness, highly carbonated. Unfiltered, and so a bit cloudy with that magical yeast. \r\n\r\nPairs well with Thai, Szechuan, Mexican, and Caribbean -- und Deutsche Nahrung! (German Food!)"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,5,1
+water_street_brewery-porter,0,0,245744533504,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+lagunitas_brewing_company-lucky_13_anniversary_release,0,0,244756578304,"{""name"":""Lucky 13 Anniversary Release"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,55,1
+nicolet_brewing,0,0,244878409728,"{""name"":""Nicolet Brewing"",""city"":""Florence"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":45.9222,""lon"":-88.2518}}",1,52,1
+minneapolis_town_hall_brewery-thunderstorm,0,0,244861435904,"{""name"":""Thunderstorm"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our popular summer seasonal brewed with honey, orange, and lemonrass."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,10,1
+de_struise_brouwers-pannepot,0,0,244627472384,"{""name"":""Pannepot"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_struise_brouwers"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+gottberg_brew_pub-doppelbock_discontinued,0,0,244611940353,"{""name"":""Doppelbock (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+flying_dog_brewery,0,0,244630683649,"{""name"":""Flying Dog Brewery"",""city"":""Denver"",""state"":""Colorado"",""code"":""80205"",""country"":""United States"",""phone"":""303-292-5027"",""website"":""http://www.flyingdogales.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2401 Blake St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7582,""lon"":-104.99}}",1,57,1
+vyturio_alaus_darykla,0,0,245744205824,"{""name"":""vyturio Alaus Darykla"",""city"":""Klaipda"",""state"":"""",""code"":""0"",""country"":""Lithuania"",""phone"":""370-46-484-000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Kuli vart 7""]}",1,1,1
+heartland_brewery_union_square-not_tonight_honey_porter,0,0,244757430272,"{""name"":""Not Tonight Honey Porter"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,58,1
+midnight_sun_brewing_co-cafe_amsterdam_s_10th_anniversary_gruit,0,0,244861829121,"{""name"":""Cafe Amsterdam's 10th Anniversary Gruit"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""SPECIAL COMMEMORATIVE BEER\r\n\r\nFormer brewer Ken Pajak teamed up with MSBC to create a very special beer to celebrate the 10 years that he and wife Shauna have owned Café Amsterdam. Since taking over this mid-town establishment, the Pajaks added a “beer & wine license” and subsequently transformed the European-style café into a beer-centric place to grab breakfast, lunch, dinner and all beers during, around and between these fabulous meals. \r\n\r\nThe cafe's beer menu is extensive and all-encompassing. The staff is knowledgeable and enthusiastic. And the beer pour is always right— temperature, glass, presentation. \r\n\r\n“No hops were harmed in the brewing of this beer.” \r\n\r\nGruit is an old style—one that incorporates spices, herbs and fruit but no hops. The latter detail makes this style very rare in modern times. Café Amsterdam’s Gruit is dark, strong and interesting. This combination of pale and dark malts, sage, thyme, cinnamon, black peppercorn and fresh orange peel composes distinctive, substantial flavors that meld together wonderfully. And at 12% ABV, this cellar-friendly ale is ready to lay you down! Thoroughly enjoy this old-world beer now but stash some away for later dwelvings. \r\n\r\nAvailability: \r\nAK - 22-oz bottles (limited release begins 05/29/2009)"",""style"":""Fruit Beer"",""category"":""Other Style""}",1,11,1
+flying_dog_brewery-in_heat_wheat,0,0,244621049857,"{""name"":""In-Heat Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""In-Heat Wheat Hefeweizen\r\nShe taunts and teases... In-Heat Wheat is our German-style Hefeweizen. She is a full flavor beer, perfect for the more adventurous craft beer drinker. The addition of malted white wheat gives this brew its smooth, full mouthfeel. A proprietary yeast creates intriguing flavors of bananas and cloves."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,34,1
+flying_fish_brewing_company-extra_pale_ale,0,0,244621574146,"{""name"":""Extra Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_fish_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An original American pale ale, our XPA highlights the subtle, sophisticated flavors and aromas of our Midwestern two-row malt and imported aromatic and Munich malts. Washington-grown Mt. Hood and Magnum hops create an extremely balanced beer with a beautiful straw color."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2000,0,0,244749107201,"{""name"":""Harvest Ale 2000"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,37,1
+railway_brewing,0,0,244983988224,"{""name"":""Railway Brewing"",""city"":""Anchorage"",""state"":""Alaska"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":61.2181,""lon"":-149.9}}",1,8,1
+odell_brewing-cutthroat_porter,0,0,244860387328,"{""name"":""Cutthroat Porter"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Not quite a stout but definitely no lightweight, Cutthroat Porter is smooth and robust. Inspired by the classic London porters, we use dark roasted malts to create a deep, rich color and flavor that hint at chocolate and coffee. We named it Cutthroat Porter as our tribute to the Colorado state fish - with its own rich heritage and unmistakable dark coloring. And while we're big fans of small batches, here's to the currently threatened Cutthroat population reaching mass quantities."",""style"":""Porter"",""category"":""Irish Ale""}",1,7,1
+midnight_sun_brewing_co-cohoho_imperial_ipa,0,0,244863074305,"{""name"":""CoHoHo Imperial IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""When the loveable \""hopheads\"" at Humpy's Great Alaskan Alehouse requested a winter version of alehouse favorite Sockeye Red IPA, our brewers instinctively spawned CoHoHo Imperial IPA.\r\n\r\nCoHoHo begins with generous measures of pale two-row and specialty malts along with spirit-boosters like maple syrup, brown sugar and honey. Hefty doses of Cascade, Centennial and Simcoe hops beautifully balance that outrageous malt bill and heighten the festive character of this exuberant beer."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,14,1
+klosterbrauerei_neuzelle-porter,0,0,244757954561,"{""name"":""Porter"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""klosterbrauerei_neuzelle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,59,1
+southern_tier_brewing_co-old_man_winter_ale,0,0,245098151937,"{""name"":""Old Man Winter Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,2,1
+santa_fe_brewing_company-state_pen_porter,0,0,245000896514,"{""name"":""State Pen Porter"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A trademark beer of the Santa Fe Brewing Company’s master brewer, Ty Levis, the State Pen Porter has every reason to be one of his favorites. It is flavorful, swimming with notes of nuts and chocolate; it is drinkable, so drinkable that it is almost as if pint after pint were drinking itself."",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+otto_s_pub_and_brewery-zeno_black_lager,0,0,244880310273,"{""name"":""Zeno Black Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,56,1
+de_proef_brouwerij-saison_imperiale,0,0,244627865600,"{""name"":""Saison Imperiale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""de_proef_brouwerij"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+humboldt_brewing-storm_cellar_porter,0,0,244741242882,"{""name"":""Storm Cellar Porter"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,17,1
+mickey_finn_s_brewery-old_roundout_pale_ale,0,0,244872577025,"{""name"":""Old Roundout Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,39,1
+stone_brewing_co-13th_anniversary_ale,0,0,245099397120,"{""name"":""13th Anniversary Ale"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Stone 13th Anniversary Ale pours brilliant deep red with a light tan foam. Up front, the aroma is all piney, resinous and citrus hops. Upon tasting, the hops are still on the front, and they are balanced with the malty, toffee like flavors contributed from the blend of crystal and amber malts used in the brewhouse. The finish is deliciously bitter, with a touch of warmth provided by the 9.5% alcohol. Bitterness comes in at 90+ IBU."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,4,1
+stoudt_s_brewery-stoudt_s_double_india_pale_ale,0,0,245100445696,"{""name"":""Stoudt's Double India Pale Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Strong, full-bodied ale with an intense hop character and deep golden color"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,6,1
+miller_brewing-icehouse,0,0,244878868482,"{""name"":""Icehouse"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""America's first domestic ice beer, Icehouse is traditionally brewed, fermented and, just before aging, its temperature is lowered to below freezing. This process imparts the beer's smoothness and an alcohol content that's slightly higher (5.5% by volume) than other regular premium beer brands. Icehouse was introduced in 1993 and has reinforced its position as the ultimate beer for wind-up and pre-game occasions. Blending humor and high-energy excitement, Icehouse marketing encourages its target consumers to take occasions to the next level with a great-tasting beer."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,54,1
+mendocino_brewing_hopland-eye_of_the_hawk,0,0,244863926272,"{""name"":""Eye of the Hawk"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,16,1
+middle_ages_brewing-wizard_s_winter_ale,0,0,244863664129,"{""name"":""Wizard's Winter Ale"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A hearty british style strong ale with a deep chestnut color. A warming elixir that's magically delicious."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,15,1
+olde_peninsula_brewpub_and_restaurant-1_2_3_ale,0,0,244862812162,"{""name"":""1,2,3 Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,13,1
+taylor_s_crossing_brewing-baden_powell_cream_ale,0,0,245115846656,"{""name"":""Baden Powell Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,41,1
+grand_teton_brewing_1-moose_juice_stout,0,0,244746747904,"{""name"":""Moose Juice Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grand_teton_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,31,1
+kentucky_hemp_beer_company-beer,0,0,244749893632,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kentucky_hemp_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+redfish_new_orleans_brewhouse,0,0,244984446977,"{""name"":""RedFish New Orleans Brewhouse"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80302"",""country"":""United States"",""phone"":""1-303-440-5858"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2027 13th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0187,""lon"":-105.279}}",1,9,1
+maui_brewing_co,0,0,244870479872,"{""name"":""Maui Brewing Co."",""city"":""Lahaina, Maui"",""state"":""Hawaii"",""code"":""96761"",""country"":""United States"",""phone"":""808.669.3474"",""website"":""http://mauibrewingco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Maui Brewing Co., with a brewpub in Kahana and production brewery in Lahaina, has built a reputation for creating handcrafted beers brewed using the finest natural ingredients.  We have become one of the area's most popular dining locations and are the island's only microbrewery.  Our menu offers a broad selection of fine foods to satisfy any palate."",""address"":[""4405 Honoapiilani Highway #217""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":20.9721,""lon"":-156.677}}",1,33,1
+dick_s_brewing-double_diamond_winter,0,0,244614496257,"{""name"":""Double Diamond Winter"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dick_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+denver_chophouse_and_brewery-honey_wheat,0,0,244614103040,"{""name"":""Honey Wheat"",""abv"":4.46,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""denver_chophouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+new_belgium_brewing,0,0,244868907010,"{""name"":""New Belgium Brewing"",""city"":""Fort Collins"",""state"":""Colorado"",""code"":""80524"",""country"":""United States"",""phone"":""1-888-622-4044"",""website"":""http://www.newbelgium.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We'll set the scene: 1989. Belgium. Boy on bike. (OK, make that a young man of 32). As our aspiring young homebrewer rides his mountain bike with fat tires through European villages famous for beer, New Belgium Brewing Company was but a glimmer in his eye. Or basement. For Jeff Lebesch would return to Fort Collins with a handful of ingredients and an imagination full of recipes. And then there was beer. Jeff's first two basement-brewed creations? A brown dubbel with earthy undertones named Abbey and a remarkably well-balanced amber he named Fat Tire. To say the rest was history would be to overlook his wife's involvement. Kim Jordan was New Belgium's first bottler, sales rep, distributor, marketer and financial planner. And now, she's our CEO."",""address"":[""500 Linden Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.5929,""lon"":-105.07}}",1,28,1
+the_cambridge_house-alt,0,0,245099921409,"{""name"":""Alt"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_cambridge_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Alt, German for \""old,\"" is a traditional medium-bodied ale in which we use an array of the finest German malts & a generous smount of noble hops to produce a crisp, clean and refreshing \""bier.\"""",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,5,1
+weyerbacher_brewing_company-bravo,0,0,245744533505,"{""name"":""Bravo"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""As for Bravo, according to Head Brewer, Chris Wilson, the base of the beer comes from pale, wheat, and crystal malts and features some roasted barley while Pilgrim and Hallertauer make up the light hop profile."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,3,1
+lanchester_brewing-storm_super_premium_malt_liquor,0,0,244756578305,"{""name"":""Storm Super Premium Malt Liquor"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lanchester_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+oak_creek_brewery,0,0,244878409729,"{""name"":""Oak Creek Brewery"",""city"":""Sedona"",""state"":""Arizona"",""code"":""86336"",""country"":""United States"",""phone"":""928-204-1300"",""website"":""http://oakcreekbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2050 Yavapai Dr""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":34.8661,""lon"":-111.796}}",1,52,1
+minnesota_brewing,0,0,244861435905,"{""name"":""Minnesota Brewing"",""city"":""Saint Paul"",""state"":""Minnesota"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.9442,""lon"":-93.0861}}",1,10,1
+deep_creek_brewing-big_bear_stout,0,0,244627537920,"{""name"":""Big Bear Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""deep_creek_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+govnor_s_public_house-2_brothers,0,0,244611940354,"{""name"":""2 Brothers"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,12,1
+founders_hill_brewing-maibock,0,0,244630749184,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_hill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,57,1
+wdi_bru_huus-blond,0,0,245744271360,"{""name"":""Blond"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+heavenly_daze_brewery_and_grill,0,0,244757430273,"{""name"":""Heavenly Daze Brewery and Grill"",""city"":""Denver"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.7392,""lon"":-104.985}}",1,58,1
+midnight_sun_brewing_co-mercury_belgian_style_small_beer,0,0,244861894656,"{""name"":""Mercury - Belgian Style Small Beer"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Messenger of the gods, Mercury symbolizes commerce, travel, thievery, wit and wealth. MERCURY cleverly stole its essence from mistress lover VENUS. Second runnings of the voluptuous quadrupel created this small yet fascinating beer. Indian coriander acknowledges the traveler; a distinct Belgian yeast contributes wit & charm."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,11,1
+four_peaks_brewing-black_betty_schwartzbier,0,0,244621049858,"{""name"":""Black Betty Schwartzbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This almost black lager originates from Germany and is most closely associated with Porter. The difference being the long maturation period (or lagering time) required to produce a true Schwartzbier. The flavor is reminiscent of treacle, coffee and toasted malt. It is not and should not be perceived as burnt or ashy like some stouts. Black Betty has 5% alc/vol and a smooth character that marks most lager beers.\r\n\r\nThe name, of course, comes from the Huddy Ledbetter song from the 1940’s which was made popular by the band Ram Jam and later by the Black Crows and U2, among others."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,34,1
+fort_collins_brewery,0,0,244621639680,"{""name"":""Fort Collins Brewery"",""city"":""Fort Collins"",""state"":""Colorado"",""code"":""80524"",""country"":""United States"",""phone"":""1-970-472-1499"",""website"":""http://www.fortcollinsbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1900-B East Lincoln Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.5832,""lon"":-105.042}}",1,35,1
+la_jolla_brew_house-amber,0,0,244749107202,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brew_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,37,1
+rch_brewery-old_slug_porter,0,0,244983988225,"{""name"":""Old Slug Porter"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rch_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+ohio_brewing-stout,0,0,244860387329,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ohio_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+milwaukee_ale_house-belgian_wit,0,0,244863139840,"{""name"":""Belgian Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+kulmbacher_brauerei_ag-eku_28,0,0,244757954562,"{""name"":""EKU 28"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,59,1
+stewart_s_brewing,0,0,245098151938,"{""name"":""Stewart's Brewing"",""city"":""Bear"",""state"":""Delaware"",""code"":""19701"",""country"":""United States"",""phone"":""1-302-836-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""219 Governor's Square""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.6318,""lon"":-75.6628}}",1,2,1
+seabright_brewery-red_nose,0,0,245000962048,"{""name"":""Red Nose"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+oyster_bar_bistro_and_brewery-oyster_stout,0,0,244880310274,"{""name"":""Oyster Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oyster_bar_bistro_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,56,1
+delafield_brewhaus-old_27_barleywine,0,0,244627865601,"{""name"":""Old #27 Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""delafield_brewhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+jacob_leinenkugel_brewing_company-1888_bock,0,0,244741308416,"{""name"":""1888 Bock"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1888, After enduring one of the coldest winters on record, the employees of Jacob Leinenkugel's spring brewery crafted their first seasonal beer to celebrate the coming of spring. They blended dark and pale roasted malted barley with select hops and allowed for longer aging to create a robust beer with an exceptionally creamy head. Unchanged since 1888, You'll find our bock's sturdy bod and deep color perfect to draw you out of one season and the into next."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,17,1
+mission_springs_brewing-cream_ale,0,0,244872642560,"{""name"":""Cream Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mission_springs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+stone_brewing_co-2004_symposium_ale,0,0,245099462656,"{""name"":""2004 Symposium Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+sullivan_s_black_forest_brew_haus_grill,0,0,245100445697,"{""name"":""Sullivan's Black Forest Brew Haus & Grill"",""city"":""Frankenmuth"",""state"":""Michigan"",""code"":""48734"",""country"":""United States"",""phone"":""1-800-890-6877"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""281 Heinlein Strasse""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.3152,""lon"":-83.7314}}",1,6,1
+millrose_brewing-prairie_inn_pilsner,0,0,244878934016,"{""name"":""Prairie Inn Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+mercury_brewing_company-ipswich_winter,0,0,244863926273,"{""name"":""Ipswich Winter"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A British style Old Ale perfect for easing the cold winter months, our Winter Ale offers a malt selection with hints of fig and chocolate, creating the perfect cozy balance of hops and malt."",""style"":""Old Ale"",""category"":""British Ale""}",1,16,1
+midnight_sun_brewing_co-3767_belgian_style_ipa_with_brett,0,0,244863664130,"{""name"":""3767 Belgian-style IPA with Brett"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The extensive distance between two breweries on the West Coast – 3767 miles – is bridged by this collaboration beer. Brewers Gabe Fletcher of Midnight Sun Brewing Company [Anchorage, AK] and Colby Chandler of Ballast Point Brewing Company [San Diego, CA] designed and brewed an exciting representation of their passions: hops, Belgian yeast, oak aging and Brettanomyces. \r\n\r\nJust prior to the Great Alaska Beer & Barley Wine Fest in JAN 2009, Gabe and Colby brewed a West Coast-worthy IPA at Midnight Sun Brewing Company. This hop-centric beer became the jumping-off point for other intense flavors. During its course to completion, 3767 was affected by three different yeast strains--including Brettanomyces, aged for several months in French oak Cabernet Sauvignon barrels, and then bottle- and keg-conditioned. \r\nThe plan is for 3767 to hit Anchorage, Seattle, Portland, San Francisco and San Diego in NOV 2009 for a West Coast Toast. Here’s to the collaborative spirit readily found in our brewing industry. Clink!"",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,15,1
+oskar_blues_grill_and_brew-gubna_imperial_ipa,0,0,244862877696,"{""name"":""Gubna Imperial IPA"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oskar_blues_grill_and_brew"",""updated"":""2010-07-22 20:00:20"",""description"":""Emphasizing that complexity of character can arise from simple elements, this ale is made with three malts and one hop. Its light amber color and slightly spicy malt character are derived from the use of German Dark Munich Malt and Rye Malt respectively. North American 2-row barley combines with the other grains to lay the foundation for the hop onslaught to come. Summit hops are used exclusively in the boil for bitterness, flavor and aroma but it doesn’t end there. Post-fermentation dry hopping allows the 9.5% ABV monstrosity to gently coax the citrus rind and grapefruit aroma to join the 100 IBUs already present. This beer should greet you with a pungent citrus blast, provide a spicy yet round middle and finish with a brisk, clean bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,13,1
+the_livery-hoppy_chick,0,0,245115846657,"{""name"":""Hoppy Chick"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for mug club member and local jewelry maker, Angie Caldwell. English Maris Otter pale malt, English Crystal malt, and a blend of English and North American hops create this amber, hoppy IPA with just the right balance."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,41,1
+great_dane_pub_and_brewing_1-old_glory_american_pale_ale,0,0,244746747905,"{""name"":""Old Glory American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+kulmbacher_brauerei_ag-kapuziner_weissbier,0,0,244749893633,"{""name"":""Kapuziner Weißbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+revolution_brewing_llc-bottom_up_wit,0,0,244984446978,"{""name"":""Bottom Up Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""revolution_brewing_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Light, refreshing belgian-style wheat beer spiced with coriander and orange peel"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,9,1
+middle_ages_brewing-middle_ages_apricot_ale,0,0,244870479873,"{""name"":""Middle Ages Apricot Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing and delightful ale with the subtle flavor and aroma of apricots. A wonderful change from the ordinary. This is not a sweet fruit beer."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,33,1
+dixon_s_downtown_grill-solitaire_stout,0,0,244614561792,"{""name"":""Solitaire Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dixon_s_downtown_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+egan_brewing-cheap_koln,0,0,244614103041,"{""name"":""Cheap Köln"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""egan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+new_holland_brewing_company-existential,0,0,244868972544,"{""name"":""Existential"",""abv"":11.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Consider it an extremely hoppy barleywine, or a really big IPA. Either way, ten hop additions contribute to its lush and intriguing body. Aggressive dry-hopping brings a strong citrus character to the aroma. The flavor and smell of orange-blossoms pervade throughout the experience."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,28,1
+the_livery-bluejackets_best,0,0,245099921410,"{""name"":""Bluejackets Best"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a single malt-English pale, and single hop-English Fuggles, India Pale Ale with a rich golden color and spicy finish. Named for brewery supporters John and Cindy Bundick, with reference to John's service on a submarine."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,5,1
+wharf_rat-oliver_pagan_porter,0,0,245744664576,"{""name"":""Oliver Pagan Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wharf_rat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,3,1
+legends_brewhouse_eatery_of_green_bay-wheat,0,0,244756643840,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legends_brewhouse_eatery_of_green_bay"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+oldenberg_brewery-premium_verum,0,0,244878409730,"{""name"":""Premium Verum"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oldenberg_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+mission_springs_brewing-india_pale_ale,0,0,244861435906,"{""name"":""India Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mission_springs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+dinkelacker_schwaben_bru-das_schwarze_dark,0,0,244627603456,"{""name"":""Das Schwarze / Dark"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""dinkelacker_schwaben_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+govnor_s_public_house-pale_ale,0,0,244738752512,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,12,1
+fox_river_brewing_1-winnebago_wheat,0,0,244630749185,"{""name"":""Winnebago Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fox_river_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,57,1
+weinkeller_brewery_berwyn-berliner_weisse,0,0,245744271361,"{""name"":""Berliner Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+hoffbrau_steaks_brewery_1-shawnee_amber_ale,0,0,244757430274,"{""name"":""Shawnee Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+midnight_sun_brewing_co-obliteration_iii,0,0,244861894657,"{""name"":""Obliteration III"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion and purpose, we present this series of hop-centric beers. Using different hop varieties and brewing techniques, we aim to capture bold, distinct hop characteristics in aroma, flavor and finish. While we explore the\r\nworld of hops, we invite you to learn along with us: these beers offer an incredible opportunity to experience the diversity of hops while engaging the palate and obliterating the senses.\r\n\r\nObliteration III is yet another dynamic Double IPA. Its aroma is pungent with fragrant notes of citrus, spice, pine and alcohol. A sturdy malt platform provides the perfect stage for showcasing these high alpha-acid hops, creating flavors and textures that entice then intrigue. Obliteration III finishes with poignant bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,11,1
+fratellos_restaurant_and_brewery,0,0,244621115392,"{""name"":""Fratellos Restaurant and Brewery"",""city"":""Appleton"",""state"":""Wisconsin"",""code"":""54915"",""country"":""United States"",""phone"":""1-920-991-0000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4301 West Wisconsin""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.2678,""lon"":-88.4731}}",1,34,1
+gilde_brauerei-ratskeller,0,0,244621639681,"{""name"":""Ratskeller"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gilde_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+lake_superior_brewing-old_man_winter_warmer_2001,0,0,244749107203,"{""name"":""Old Man Winter Warmer 2001"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_superior_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+rivertowne_pour_house-old_wylie_s_ipa,0,0,244983988226,"{""name"":""Old Wylie's IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rivertowne_pour_house"",""updated"":""2010-07-22 20:00:20"",""description"":""In honor of our friend and mascot, Wylie the fish, we are hooking you up with an aggressively hopped India Pale, the staple for any fishing trip! This beer is a hop lover’s dream!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+old_hat_brewery-caramel_rye,0,0,244860387330,"{""name"":""Caramel Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,7,1
+milwaukee_ale_house-duggie_meyer_wee_heavy,0,0,244863139841,"{""name"":""Duggie Meyer Wee Heavy"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,14,1
+kulmbacher_brauerei_ag-monchshof_kellerbrau,0,0,244757954563,"{""name"":""Mönchshof Kellerbräu"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kulmbacher_brauerei_ag"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+stone_brewing_co-imperial_stout_2001,0,0,245098151939,"{""name"":""Imperial Stout 2001"",""abv"":9.47,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,2,1
+sierra_nevada_brewing_co-southern_hemisphere_harvest_fresh_hop_ale,0,0,245000962049,"{""name"":""Southern Hemisphere Harvest Fresh Hop  Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our newest addition to our Harvest family is Southern Hemisphere Harvest. This is the first time we know of that an American brewer has put out a beer with fresh-picked hops from the southern hemisphere. The inaugural ale will debut in late April and will feature fresh Pacific Hallertau, New Zealand Motueka and New Zealand Southern Cross hops, all from New Zealand. \r\n\r\nLike our Celebration Ale, the fresh hops in this beer are dried right after being picked then shipped immediately to Chico for brewing so that they retain their peak aromatics and flavors. To ensure the freshest hops possible, we went to the added expense of flying these hops from New Zealand to Chico so we could brew with them the week after they were picked."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+pivovar_nchod,0,0,245004173312,"{""name"":""Pivovar Nchod"",""city"":""Nchod"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-491-407-111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dobroovsk 130""]}",1,56,1
+erie_brewing_company-drake_s_crude,0,0,244627931136,"{""name"":""Drake's Crude"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""erie_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""In 1859 Col. Edwin L. Drake successfully drilled the first oil well in Northwest Pennsylvania. Because of the project known as \""Drake's Folly,\"" Pennsylvania was actually responsible for almost half of the world's oil production until the 1901 oil boom in Texas. Erie Brewing Co. reflects on our regions oil history and oil rush by producing a crude oil Black, silky smooth, malt bonanza oatmeal stout."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,50,1
+labatt_ontario_breweries-labatt_50,0,0,244741308417,"{""name"":""Labatt 50"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""John and Hugh Labatt, grandsons of founder John K. Labatt, launched Labatt 50 in 1950 to commemorate 50 years of partnership. The first light-tasting ale introduced in Canada, Labatt 50 was Canada’s best-selling beer until 1979 when, with the increasing popularity of lagers, it was surpassed by Labatt Blue. Labatt 50 is fermented using a special ale yeast, in use at Labatt since 1933. Specially-selected North American hops and a good balance of dryness, complemented by a fruity taste, provide Labatt 50 with all the distinguishing features of a true ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+moon_river_brewing_company-savannah_fest,0,0,244872642561,"{""name"":""Savannah Fest"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This German-style Festival bier has a rich orange hue. Its medium body is complemented by a Munich malt toastiness and premium German hops which are a blend of Hallertau, Spalt, Hersbruck and Saaz, yielding a spicy, \""noble hop\"" aroma."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,39,1
+stone_brewing_co-vertical_epic_04_04_04,0,0,245099462657,"{""name"":""Vertical Epic 04.04.04"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,4,1
+the_bruery,0,0,245100511232,"{""name"":""The Bruery"",""city"":""Placentia"",""state"":""California"",""code"":""92870"",""country"":""United States"",""phone"":""714-996-6258"",""website"":""http://www.thebruery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We are A small craft brewery located in Orange County, California. Our simple but often confusing name is a fusion of 'brewery' with our family name, Rue. Our calling is to create beers with character and depth using the simplest and purest of means. We do not filter or pasteurize our beers. All of our bottled beers gain carbonation through 100% bottle conditioning, allowing carbonation to naturally occur through a secondary bottle fermentation. We strive to use unconventional ingredients, and we will proudly state what we put in our beers. We enjoy serving you, your friends and your family."",""address"":[""715 Dunn Way""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.8614,""lon"":-117.88}}",1,6,1
+milwaukee_ale_house-dark_belgian_wit,0,0,244878934017,"{""name"":""Dark Belgian Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""milwaukee_ale_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+midnight_sun_brewing_co,0,0,244863991808,"{""name"":""Midnight Sun Brewing Co."",""city"":""Anchorage"",""state"":""Alaska"",""code"":""99507"",""country"":""United States"",""phone"":""1-907-344-1179"",""website"":""http://www.midnightsunbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Since firing up its brew kettle in 1995, Midnight Sun Brewing Company has become a serious yet creative force on the American brewing front. From concept to glass, Midnight Sun relies on an art marries science approach, mixing tradition with innovation, to design and craft bold, distinctive beers for Alaska...and beyond. We at Midnight Sun find inspiration in the untamed spirit and rugged beauty of the Last Frontier and develop unique beers with equally appealing names and labels. But the company's true focus remains in its dedication to producing consistently high-quality beers that provide satisfying refreshment in all seasons... for Alaskans and visitors alike.  From our Pacific Northwest locale, we offer our wonderful beers on draft throughout Alaska and in 22-ounce bottles throughout Alaska and Oregon. We invite you to visit our hardworking, little brewery in South Anchorage every chance you get!"",""address"":[""8111 Dimond Hook Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":61.1473,""lon"":-149.844}}",1,16,1
+midnight_sun_brewing_co-anchor_witbier_with_brettanomyces,0,0,244863729664,"{""name"":""Anchor Witbier with Brettanomyces"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian witbier begins with equal parts malted wheat and pale barley to create its traditional cloudy white appearance. The addition of Brettanomyces gives ANCHOR its trademark \""green apple\"" or \""horse blanket\"" aroma and lends tartness to the flavor and finish. At over 6% ABV, this ANCHOR's got a bit of more kick than most wits."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,15,1
+panther_brewing_company-ziggy_socky_premium_lager_beer,0,0,244985757696,"{""name"":""Ziggy Socky Premium Lager Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""panther_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+the_livery-paris_roubaix_pale_ale,0,0,245115912192,"{""name"":""Paris-Roubaix Pale Ale"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Named after one of the longest running bicycle races in France and aptly nicknamed \""The Hell Of The North\"", the Paris-Roubaix has been held every April since 1915. This Pale Ale is brewed with Belgian and German malts and bittered with 3 different American hops for a pleasing balance."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+half_moon_bay_brewing-harbor_light_ale,0,0,244746747906,"{""name"":""Harbor Light Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_moon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+lakefront_brewery-broke_spoke_pilsner,0,0,244749959168,"{""name"":""Broke Spoke Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+rock_bottom_restaurant_brewery_minneapolis-heifer_weizen,0,0,244984512512,"{""name"":""Heifer-Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,9,1
+midnight_sun_brewing_co-obliteration_iv,0,0,244870545408,"{""name"":""Obliteration IV"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""With passion and purpose, we present this series of hop-centric beers. Using different hop varieties and brewing techniques, we aim to capture bold, distinct hop characteristics in aroma, flavor and finish. While we explore the\r\nworld of hops, we invite you to learn along with us: these beers offer an incredible opportunity to experience the diversity of hops while engaging the palate and obliterating the senses.\r\n\r\nObliteration IV is a tremendous Double Wheat beer. Its aroma is pungent with fragrant notes of citrus, spice, pine and alcohol. An even malt-to-wheat ratio provides a sturdy yet satisfying base for showcasing these high alpha-acid hops, creating flavors and textures that entice then intrigue. An American wheat beer yeast allows Obliteration IV to finish with unadulterated hop bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,33,1
+double_mountain_brewery_taproom-hop_lava,0,0,244614561793,"{""name"":""Hop Lava"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""double_mountain_brewery_taproom"",""updated"":""2010-07-22 20:00:20"",""description"":""This big, glowing, powerful IPA is packed with assertive Northwest hops that are floral, citrusy and resinous. A healthy dose of Munich malt helps to provide backbone and balance against the hoppy attack. The result? Explosive!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+f_x_matt_brewing-saranac_belgian_ale,0,0,244614103042,"{""name"":""Saranac Belgian Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saranac Belgian Ale is Deliciously Fruity. It is brewed with a generous amount of Belgian Aromatic Malt, Hand selected hops, and a traditional Belgian ale yeast. Brewed in the \""Trappist Style\""."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,18,1
+niagara_falls_brewing-saaz_pilsner,0,0,244868972545,"{""name"":""Saaz Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+the_livery-verchuosity,0,0,245099986944,"{""name"":""Verchuosity"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewmaster Steve took his Belgian Amber Ale and re-fermented it in a merlot cask with 100# of sweet Michigan cherries from Husteds Farm Market. He than moved the resulting beer into another cask with 30# of tart cherries. 5 fermentations due to wild yeast and 9 months later, we have our version of a Belgian Kriek. Named after our good friend and musician, April Verch."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,5,1
+yakima_brewing_and_malting_grant_s_ales-spiced_ale,0,0,245744664577,"{""name"":""Spiced Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yakima_brewing_and_malting_grant_s_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,3,1
+magic_hat-roxy_rolles,0,0,244879196160,"{""name"":""Roxy Rolles"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""A wintry amber ode to the open road.  Our wintry amber ramble of sweet carmelized malt and spicy hops is for those who make their own roads.  Dry hopped with simcoe hops."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,55,1
+pacific_rim_brewing-blacktop_porter,0,0,245002272768,"{""name"":""Blacktop Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,52,1
+molson_breweries_of_canada-ice,0,0,244861435907,"{""name"":""Ice"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+dragonmead_microbrewery,0,0,244627603457,"{""name"":""Dragonmead Microbrewery"",""city"":""Warren"",""state"":""Michigan"",""code"":""48089"",""country"":""United States"",""phone"":""1-586-776-9428"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""14600 East Eleven Mile Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.493,""lon"":-82.9753}}",1,49,1
+great_dane_pub_and_brewing_1-drop_anchor_steam,0,0,244738818048,"{""name"":""Drop Anchor Steam"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+goose_island_beer_company_clybourn-oktoberfest,0,0,244630749186,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,57,1
+wernesgruner_brauerei,0,0,245744271362,"{""name"":""Wernesgrüner Brauerei"",""city"":""Steinberg/Sachsen"",""state"":""Sachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)37462-/-61-0"",""website"":""http://www.wernesgruener.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""founded 1436"",""address"":[""Bergstrae 4""]}",1,1,1
+hoffbrau_steaks_brewery_2-oktoberfest,0,0,244757495808,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoffbrau_steaks_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,58,1
+midnight_sun_brewing_co-the_viking_belgian_style_dark_strong_ale,0,0,244861894658,"{""name"":""The Viking Belgian-style Dark Strong Ale"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""SPECIAL COMMEMORATIVE BEER\r\n\r\nTo commemorate the life of a huge-hearted and long-time friend from the homebrewing community, Midnight Sun Brewing Company brewed a very special beer in honor of David Yanoshek, who was fondly known as “Yano”. \r\n\r\nThis big strong beer celebrates the abundant life of an incredible man with an enormous yet ever engaging laugh. Yano pursued life with a Viking spirit, endless love and boundless energy for family, friends, scouts…and beer. \r\n\r\nA big strong beer for a big strong guy, The Viking Belgian-style Dark Strong Ale boasts a beautiful balance of character and complexity. Dark roasted malts, Belgian yeast, star anise and sweet-ripened raisins come together in an amazing ale that can be enjoyed now and cellared for later celebrations. \r\n\r\nAs you lock horns with this commemorative ale, toast to Yano. With his incredibly stoic spirit and his irrepressible laugh, Yano was the gentle giant who will forever touch our lives. Pröst! \r\n\r\nAll proceeds from sales of this beer will be donated to the Yanoshek family.\r\n\r\nAvailability: \r\nAK - 22-oz bottles (limited release begins 09/12/2008)"",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,11,1
+free_state_brewing-ad_astra_ale,0,0,244621115393,"{""name"":""Ad Astra Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""free_state_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,34,1
+gray_brewing-black_and_tan,0,0,244748124160,"{""name"":""Black and Tan"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gray_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,35,1
+lancaster_brewing_co-spring_bock,0,0,244749172736,"{""name"":""Spring Bock"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional German style lager. Characterized by a deep copper color and rich malt flavor. Balanced with German hops.\r\n\r\nAvailable at the Brewery and in bottles & cases from March - May."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+route_66_brewery,0,0,244984053760,"{""name"":""Route 66 Brewery"",""city"":""Saint Louis"",""state"":""Missouri"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.647,""lon"":-90.225}}",1,8,1
+otto_s_pub_and_brewery-arthur_s_mild_ale,0,0,244860387331,"{""name"":""Arthur's Mild Ale"",""abv"":3.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A British-style mild ale. Milds are a common ale type in England where session ales are lower in alcohol but not low on flavor. Ours has a strong malt backbone and is very quaffable."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,7,1
+montana_brewing,0,0,244863139842,"{""name"":""Montana Brewing"",""city"":""Billings"",""state"":""Montana"",""code"":""59101"",""country"":""United States"",""phone"":""1-406-252-9200"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Montana Brewing Company...small brewery...BIG BEER!"",""address"":[""113 North Broadway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.7822,""lon"":-108.506}}",1,14,1
+lake_louie_brewing,0,0,244757954564,"{""name"":""Lake Louie Brewing"",""city"":""Arena"",""state"":""Wisconsin"",""code"":""53503"",""country"":""United States"",""phone"":""1-608-753-2675"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7556 Pine Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.1706,""lon"":-89.9324}}",1,59,1
+stout_brothers_public_house-stronghold_pilsner,0,0,245098217472,"{""name"":""Stronghold Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+six_rivers_brewery,0,0,245001027584,"{""name"":""Six Rivers Brewery"",""city"":""McKinleyville"",""state"":""California"",""code"":""95519"",""country"":""United States"",""phone"":""1-707-839-7580"",""website"":""http://www.sixriversbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1300 Central Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.9491,""lon"":-124.102}}",1,48,1
+pleasanton_main_street_brewery-atta_boy_ipa,0,0,245004238848,"{""name"":""Atta Boy IPA"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,56,1
+fifty_fifty_brewing_co-foggy_goggle_belgian_white,0,0,244627931137,"{""name"":""Foggy Goggle Belgian White"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fifty_fifty_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""FiftyFifty's \""Wit\"" beer, Foggy Goggle is a Belgian Style Wheat Beer, cousin of the German Hefeweizen. An unfiltered beer, Foggy Goggle is brewed true to style, using a yeast strain that originated in Belgium, with just a hint of orange peel, lemon peel, and chamomile. The appearance is an opaque yellow with a wonderfully fluffy head. The predominant aroma is citrus with a hint of coriander, and a unique spicy note. With citrus playing a big part of the flavor, Foggy Goggle is a very refreshing choice."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,50,1
+lagunitas_brewing_company-imperial_stout,0,0,244741373952,"{""name"":""Imperial Stout"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,17,1
+moosejaw_pizza_dells_brewing_company-north_of_the_border_porter,0,0,244872642562,"{""name"":""North of the Border Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+stoney_creek_brewing_company-double_chocolate_porter,0,0,245099528192,"{""name"":""Double Chocolate Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoney_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,4,1
+the_narragansett_brewing_company-narragansett_lager,0,0,245100511233,"{""name"":""Narragansett Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_narragansett_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Made on Honor, sold on Merit. Flavorful lager."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,6,1
+minocqua_brewing_company-firestarter_smoked_lager,0,0,244878999552,"{""name"":""Firestarter Smoked Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+north_coast_brewing_company-acme_california_pale_ale,0,0,244863991809,"{""name"":""Acme California Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This easy-drinking Pale Ale revives the name of one of the early icons of California brewing. Clean-tasting and pleasantly malty, Acme Pale is brewed with Yakima Valley hops, American two-row malt and British specialty malts for depth."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+milagro_brewery_and_grill,0,0,244863729665,"{""name"":""Milagro Brewery and Grill"",""city"":""Bernalillo"",""state"":""New Mexico"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.3,""lon"":-106.551}}",1,15,1
+pelican_pub_brewery-doryman_s_dark_ale,0,0,244985823232,"{""name"":""Doryman's Dark Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pelican_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our American Brown Ale has a dark brown color, with a balanced aroma of roasted malts and Northwest-grown hops. The sweetness of the ale and crystal malts blend beautifully with the assertive flavors of Cascade and Mt. Hood hops. A brew to be savored.\r\n\r\nThis beer originated as a prize-winning homebrew many years ago. When Darron, the Head Brewer, began designing the beers for the Pelican Pub and Brewery, he adapted his old 5 gallon homebrew recipe to his new 15 bbl (465 gallon) brewery. It was well worth the effort, for not only has the Doryman's Dark Ale been a perennial favorite here at the Pelican Pub, but it has garnered prestigious professional awards."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,13,1
+the_round_barn_winery_brewery-round_barn_winter_wheat,0,0,245115912193,"{""name"":""Round Barn Winter Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_round_barn_winery_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Winter Wheat is a rich, brown beer with hints of caramel and citrus creating a warming yet refreshing winter beer. Enjoy with Cajun or spicy cuisine. Round Barn beer is bottle conditioned, decant into a pint glass before drinking for the best taste experience.""}",1,41,1
+harpoon_brewery_boston-harpoon_ale,0,0,244746813440,"{""name"":""Harpoon Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""From Harpoon's site:\r\n\r\n\""When first seeing Harpoon Ale in a glass, you will notice its golden caramel color. You will also see that it is not excessively carbonated. High carbonation would mask this beer’s subtle flavor. The first aroma will be fruity. This is produced by the yeast and is a signature characteristic of Harpoon’s proprietary yeast strain. The second perceptible aroma is from the malt, with a delicate caramel note. Upon tasting Harpoon Ale, you will find that the malty, fruity character is nicely balanced by the mild hop bitterness. It has a smooth, medium body. The finish of this beer is crisp but not dry.\r\n\r\n\r\nThe overall character of this beer is fruity, balanced, and mild.\"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+left_hand_brewing_company-left_hand_milk_stout,0,0,244749959169,"{""name"":""Left Hand Milk Stout"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Sweet Stout"",""category"":""British Ale""}",1,38,1
+sa_brain_co_ltd,0,0,244984512513,"{""name"":""SA Brain & Co. Ltd."",""city"":""Cardiff"",""state"":""Wales"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(02920)-402060"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Crawshay Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.4736,""lon"":-3.179}}",1,9,1
+midnight_sun_brewing_co-specialty_beer_oak_aged_black_double_ipa,0,0,244870545409,"{""name"":""Specialty Beer: Oak-Aged Black Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This Specialty Beer Black Double IPA celebrates Specialty Imports' success in importing and distributing the world's best wines and beers to the appreciative folks in Alaska. This \""Specialty Beer\"" brings together smooth, dark malts with intense aromatic hops to create a wonderfully balanced yet committed-to-flavor ale. Then this ale was aged in oak barrels for several month""}",1,33,1
+dreher_srgyrak_zrt,0,0,244614627328,"{""name"":""Dreher Srgyrak Zrt."",""city"":""Budapest"",""state"":"""",""code"":"""",""country"":""Hungary"",""phone"":""36-1-432-9700"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Jszbernyi t 7-11""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.4921,""lon"":19.1422}}",1,19,1
+firehouse_brewing-firehouse_red,0,0,244614168576,"{""name"":""Firehouse Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""firehouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+north_coast_brewing_company-old_stock_ale_2001,0,0,244868972546,"{""name"":""Old Stock Ale 2001"",""abv"":11.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,28,1
+the_livery-yorkshire_brown,0,0,245099986945,"{""name"":""Yorkshire Brown"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the style of Northern England, this brown ale is dark and rich, with just a hint of chocolate malt and East Kent Golding hops in the finish.""}",1,5,1
+yards_brewing-yards_india_pale_ale,0,0,245744730112,"{""name"":""Yards India Pale Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""IPAs were originally brewed to survive the epic sea voyages from England to India. Ours is no different. Hailing from a firm malt background and loaded through and through with hops, this beer will surely survive the journey from your fridge to your couch."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,3,1
+mammoth_brewing,0,0,244879261696,"{""name"":""Mammoth Brewing"",""city"":""Mammoth Lakes"",""state"":""California"",""code"":""93546"",""country"":""United States"",""phone"":""1-760-934-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""24 Lake Mary Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.6484,""lon"":-118.983}}",1,55,1
+philadelphia_brewing_co-rowhouse_red,0,0,245002338304,"{""name"":""Rowhouse Red"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""philadelphia_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From our city of neighborhoods we offer you this \""Biére de Mars,\"" or ruby farmhouse ale. In true Philadelphia fashion, we meld American and European ingredients into a complex ale with flavors of toasted malt and rye. Rowhouse Red is the perfect accompaniment for some quality time in the backyard garden (or on the front stoop) of your urban farmhouse."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,52,1
+new_belgium_brewing-la_folie_falling_rock,0,0,244861501440,"{""name"":""La Folie Falling Rock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+emerson_brewing-old_95,0,0,244627603458,"{""name"":""Old 95"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""emerson_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,49,1
+great_dane_pub_and_brewing_1-pro_tel_memorial_malt_liquor,0,0,244738818049,"{""name"":""Pro-Tel Memorial Malt Liquor"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+gottberg_brew_pub-eighty_shilling_scottish_ale_80,0,0,244630814720,"{""name"":""Eighty-Shilling Scottish Ale (80/-)"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+wild_river_brewing_and_pizza_cave_junction,0,0,245744336896,"{""name"":""Wild River Brewing and Pizza - Cave Junction"",""city"":""Cave Junction"",""state"":""Oregon"",""code"":""97523"",""country"":""United States"",""phone"":""1-541-592-3556"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""249 North Redwood Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1707,""lon"":-123.645}}",1,1,1
+holsten_brauerei-duckstein_alt,0,0,244757495809,"{""name"":""Duckstein Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""holsten_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+morland_and_co,0,0,244861960192,"{""name"":""Morland and Co."",""city"":""Abingdon"",""state"":""Oxford"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.6701,""lon"":-1.285}}",1,11,1
+gasthaus_brauerei_max_moritz-spezial,0,0,244621115394,"{""name"":""Spezial"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gasthaus_brauerei_max_moritz"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+great_dane_pub_and_brewing_2-crop_circle_wheat,0,0,244748124161,"{""name"":""Crop Circle Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,35,1
+lighthouse_brewing-beacon_india_pale_ale,0,0,244749172737,"{""name"":""Beacon India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lighthouse_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+routh_street_brewery_and_grille-brown,0,0,244984053761,"{""name"":""Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,8,1
+pabst_brewing_company-colt_45,0,0,244860452864,"{""name"":""Colt 45"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""For over 4 decades, Colt 45 Premium Malt Liquor has been the \""class of all malt liquor brands\"". With its smooth and distinct flavor and historic affiliation with Billy Dee Williams, it has become an urban American icon. If you're looking for a thick 40, or an ice cold shorty, Colt 45 is the malt liquor that works EVERYTIME!""}",1,7,1
+moonlight_brewing-twist_of_fate_bitter,0,0,244863205376,"{""name"":""Twist of Fate Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moonlight_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+left_hand_brewing_company-goosinator_smoked_doppelbock_2007,0,0,244758020096,"{""name"":""Goosinator Smoked Doppelbock 2007"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+stuttgarter_hofbru-malteser_weissbier,0,0,245098217473,"{""name"":""Malteser Weissbier"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stuttgarter_hofbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+south_county_brewing_co-south_county_american_ale,0,0,245118468096,"{""name"":""South County American Ale"",""abv"":6.33,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_county_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This American style amber ale will be our opening release and house beer for SCBC. AmericAle is smooth and diverse all in one shot. With a medium malt body and fresh hop aroma we hope you enjoy drinking it as much as we do making it."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,48,1
+porterhouse_restaurant_and_brewpub-special_ale,0,0,245004304384,"{""name"":""Special Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""porterhouse_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+flossmoor_station_brewery-chessie_cherry,0,0,244627931138,"{""name"":""Chessie Cherry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flossmoor_station_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,50,1
+lancaster_brewing_co-lancaster_oktoberfest,0,0,244741373953,"{""name"":""Lancaster Oktoberfest"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""This smooth brew ushers in Autumn with an invitingly tawny color complemented by an assertive maltiness. A noble crispness from German and Czech hops completes this very traditional lager-style beer, Available from August to November.\r\n\r\nAvailable at the Brewery and in bottles & cases from September - December."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,17,1
+new_albanian_brewing,0,0,244872708096,"{""name"":""New Albanian Brewing"",""city"":""New Albany"",""state"":""Indiana"",""code"":""47150"",""country"":""United States"",""phone"":""1-812-949-2804"",""website"":""http://www.newalbanian.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Brewery was officially brewing in October 2002 and was incorporated in 1994 as the New Albanian Brewing Company in a room that branches off of Sportstime Pizza. The brewery established by Roger Baylor his wife Amy (O'Connell) Baylor and her sister Kate O'Connel. This is the first commercial brewery in New Albany since 1935. The first brewmaster was Michael Borchers which brought with him experience and used machines from the now defunct Silver Creek Brewing Corporation that was located in Sellersburg, Indiana. Jared Williamson and Jesse Williams are the current brewers working the brewery. In 2005, 14,000 gallons of beer was produced by the brewery, and with the new additions, the planned output for 2007 is double the 2005 amount."",""address"":[""3312 Plaza Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.3281,""lon"":-85.8171}}",1,39,1
+taylor_brewing-prime_i_p_a,0,0,245099528193,"{""name"":""Prime I.P.A."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+trailhead_brewing_company-red_amber_ale,0,0,245100511234,"{""name"":""Red Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,6,1
+minocqua_brewing_company-wild_rice_lager,0,0,244878999553,"{""name"":""Wild Rice Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This unique, award-winning lager combines the smoothness of traditional barley with the warm, nutty flavor of wild rice. Truly an original brew!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+oaken_barrel_brewing-meridian_street_premium_lager,0,0,244863991810,"{""name"":""Meridian Street Premium Lager"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oaken_barrel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+nebraska_brewing_company-belgian_wit,0,0,244863729666,"{""name"":""Belgian Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+penn_brewery-penn_gold,0,0,244985823233,"{""name"":""Penn Gold"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Nationally acclaimed as the best Munich-style beer made in America. Penn Gold is a light-colored, medium bodied lager beer with a delicate hop aroma."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+thirstybear_brewing,0,0,245115912194,"{""name"":""ThirstyBear Brewing"",""city"":""San Francisco"",""state"":""California"",""code"":""94105"",""country"":""United States"",""phone"":""1-415-974-0905"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""661 Howard Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.7855,""lon"":-122.4}}",1,41,1
+hawks_brewing-imperial_gold_malt_liquor,0,0,244746813441,"{""name"":""Imperial Gold Malt Liquor"",""abv"":9.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hawks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+legacy_brewing_co-brown_aged_girl,0,0,244749959170,"{""name"":""Brown Aged Girl"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legacy_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Altbier is brewed in the classic German-style brown ale tradition. The “alt” translates to \""old\"" in German and is one of the original ale types brewed in Germany. Brown Aled Girl is dark brown in color, medium in carbonation with a great balance between malt and hops."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,38,1
+samuel_smith_old_brewery_tadcaster-oatmeal_stout,0,0,244984578048,"{""name"":""Oatmeal Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,9,1
+namaqua_brewing,0,0,244870545410,"{""name"":""Namaqua Brewing"",""city"":""Loveland"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.3978,""lon"":-105.075}}",1,33,1
+east_end_brewing_company-big_hop_ipa,0,0,244614627329,"{""name"":""Big Hop IPA"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""east_end_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+fort_collins_brewery-z_lager,0,0,244614168577,"{""name"":""Z Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fort_collins_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A unique flavored lager that goes well with any food.  A slight aromatic smoke flavor-but not over-powering.  A very popular beer with its own following wondering where's YOUR Z?"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+north_coast_brewing_company-wintertime_ale_1992,0,0,244869038080,"{""name"":""Wintertime Ale 1992"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,28,1
+top_of_the_hill_restaurant_and_brewery,0,0,245100052480,"{""name"":""Top of the Hill Restaurant and Brewery"",""city"":""Chapel Hill"",""state"":""North Carolina"",""code"":""27514"",""country"":""United States"",""phone"":""1-919-929-8676"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""101 East Franklin Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":35.9132,""lon"":-79.0558}}",1,5,1
+marin_brewing-i_p_a,0,0,244879327232,"{""name"":""I.P.A."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+pivovar_klter_hradit,0,0,245002403840,"{""name"":""Pivovar Klter Hradit"",""city"":""Klter Hradit nad Jizerou"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-329-774-421"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""CZ-294 15 Klter Hradit nad Jizerou""]}",1,52,1
+new_glarus_brewing_company-snowshoe_ale,0,0,244861501441,"{""name"":""Snowshoe Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,10,1
+fauerbach_brewing_company-fauerbach_amber_lager,0,0,244627668992,"{""name"":""Fauerbach Amber Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fauerbach_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+greene_king-st_edmund_english_ale,0,0,244738883584,"{""name"":""St. Edmund English Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greene_king"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+govnor_s_public_house-celtic_cream_ale,0,0,244630814721,"{""name"":""Celtic Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,57,1
+youngs_company_brewery-ramrod_special_bitter_ale,0,0,245744336897,"{""name"":""Ramrod Special Bitter Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,1,1
+jaipur_restaurant_and_brewpub-porter,0,0,244757495810,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jaipur_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,58,1
+mountain_sun_pub_brewery,0,0,244861960193,"{""name"":""Mountain Sun Pub & Brewery"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80302"",""country"":""United States"",""phone"":""1-303-546-0886"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1535 Pearl Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.019,""lon"":-105.275}}",1,11,1
+gasthaus_gosebrauerei_bayerischer_bahnhof,0,0,244621180928,"{""name"":""Gasthaus & Gosebrauerei Bayerischer Bahnhof"",""city"":""Leipzig"",""state"":""Sachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)341-/-1245760"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bayerischer Platz 1""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.3397,""lon"":12.3714}}",1,34,1
+gulpener_bierbrouwerij,0,0,244748189696,"{""name"":""Gulpener Bierbrouwerij"",""city"":""Gulpen"",""state"":"""",""code"":""0"",""country"":""Netherlands"",""phone"":""31-043-4507575"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Rijksweg 16""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8109,""lon"":5.9213}}",1,35,1
+live_oak_brewing-big_bark_amber_lager,0,0,244871659520,"{""name"":""Big Bark Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Smooth\"" is the first word from your mouth after a taste of Big Bark Amber. This Vienna-style lager has a reddish-amber color with a smooth, malty flavor and low hop bitterness. It is made from Czech and German malts and German hops. \""All Bark, No Bite.\"" Everyone likes this beer."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+rowland_s_calumet_brewery-calumet_dark,0,0,244984053762,"{""name"":""Calumet Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+pacific_rim_brewing-fauntleroy_stout,0,0,244983136256,"{""name"":""Fauntleroy Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+mythos_breweries_s_a-mythos_hellenic_lager,0,0,244863205377,"{""name"":""Mythos Hellenic Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mythos_breweries_s_a"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+logjam_microbrewery,0,0,244881096704,"{""name"":""Logjam Microbrewery"",""city"":""Unity"",""state"":""Wisconsin"",""code"":""54488"",""country"":""United States"",""phone"":""715-223-4336"",""website"":""http://www.logjambeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally started in Tomahawk, WI.  LogJam Microbrewery is under new ownership and located in Unity, WI at Monster World campground."",""address"":[""B-4864 Cty Rd F""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.8516,""lon"":-90.3165}}",1,59,1
+sullivan_s_black_forest_brew_haus_grill-marzen,0,0,245098283008,"{""name"":""Marzen"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""The name says it all, you want German this is it."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+sports_city_cafe_brewery-pale_ale,0,0,245118533632,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sports_city_cafe_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+richbrau_brewing_company-richbrau_barleywine,0,0,245004304385,"{""name"":""Richbrau Barleywine"",""abv"":12.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Malty, rich, complex with a notable hops balance. Aged for 90 days. For optimal taste allow the beer to warm on your table or from the heat of your hand around the glass. ½ pints only. 12.3 abv! Offered downstairs at the Taphouse or Pub Bar/ Dining Room only."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,56,1
+flying_bison_brewing-blackbird_oatmeal_stout,0,0,244627996672,"{""name"":""Blackbird Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, dark and malty ale with plenty of roasted barley flavor. Blackbird has a silky smooth oatmeal finish. It is one of our NEW flagship's and is now available year round."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,50,1
+liberty_steakhouse_and_brewery-liberty_nut_brown_ale,0,0,244741373954,"{""name"":""Liberty Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Styled after an English classic, this beer is brewed with American flair. Hearty brown in color and full-bodied, this beer has a distinct chocolate-malt finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,17,1
+nor_wester_brewery_and_public_house-blacksmith_porter,0,0,244872708097,"{""name"":""Blacksmith Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nor_wester_brewery_and_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,39,1
+the_alchemist-holy_cow_ipa,0,0,245099528194,"{""name"":""Holy Cow IPA"",""abv"":5.16,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""For hops lovers - this bitter ale is pale colored and made with a blend of 6 different malts and 5 different hops. This ale is dry-hopped for extra flavor and aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,4,1
+triple_rock_brewery-amber,0,0,245100576768,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triple_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,6,1
+new_glarus_brewing_company-coffee_stout,0,0,244878999554,"{""name"":""Coffee Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+onion_pub_brewery,0,0,244864057344,"{""name"":""Onion Pub & Brewery"",""city"":""Lake Barrington"",""state"":""Illinois"",""code"":""60010"",""country"":""United States"",""phone"":""1-847-381-7308"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""22221 Pepper Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1865,""lon"":-88.1835}}",1,16,1
+north_country_brewery-stone_house_stout,0,0,244863795200,"{""name"":""Stone House Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This robust, hearty stout is as sturdy as its namesake.  Roasted barley is the trademark of stout, a bittersweet separation from its cousin Porter.  The deep character of roasted barley is further enhanced by the addition of oatmeal for an incredible silky finish."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,15,1
+pivovar_velk_popovice,0,0,244985823234,"{""name"":""Pivovar Velk Popovice"",""city"":""Velk Popovice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-204/623-111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ringhofferova 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.9225,""lon"":14.6361}}",1,13,1
+thunderhead_brewery-porter,0,0,245115912195,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,41,1
+heartland_brewery_union_square-harvest_wheat_beer,0,0,244746878976,"{""name"":""Harvest Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heartland_brewery_union_square"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+legacy_brewing_co-hoptimus_prime,0,0,244750024704,"{""name"":""Hoptimus Prime"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""legacy_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,38,1
+sharktooth_brewing-hula_girl_pale_ale,0,0,244984578049,"{""name"":""Hula Girl Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+new_road_brewhouse,0,0,244870545411,"{""name"":""New Road Brewhouse"",""city"":""Collegeville"",""state"":""Pennsylvania"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.1857,""lon"":-75.4516}}",1,33,1
+emmett_s_tavern_and_brewery,0,0,244614692864,"{""name"":""Emmett's Tavern and Brewery"",""city"":""West Dundee"",""state"":""Illinois"",""code"":""60118"",""country"":""United States"",""phone"":""1-847-428-4500"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""128 West Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.0981,""lon"":-88.2783}}",1,19,1
+founders_brewing-cerise,0,0,244614234112,"{""name"":""Cerise"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Fruit Beer"",""category"":""Other Style""}",1,18,1
+o_grady_s_brewery_and_pub_1-stockyard_stout,0,0,244869038081,"{""name"":""Stockyard Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,28,1
+triumph_brewing_of_princeton,0,0,245100052481,"{""name"":""Triumph Brewing of Princeton"",""city"":""Princeton"",""state"":""New Jersey"",""code"":""8542"",""country"":""United States"",""phone"":""1-609-924-7855"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""138 Nassau Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.3507,""lon"":-74.6583}}",1,5,1
+mickey_finn_s_brewery-abana_amber_ale,0,0,244879327233,"{""name"":""Abana Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,55,1
+pyramid_alehouse_brewery_and_restaurant_seattle-dpa,0,0,245002403841,"{""name"":""DPA"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+on_tap_bistro_brewery,0,0,244861501442,"{""name"":""On Tap Bistro & Brewery"",""city"":""San Diego"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.7153,""lon"":-117.157}}",1,10,1
+fish_brewing_company_fish_tail_brewpub-detonator_doppelbock,0,0,244627668993,"{""name"":""Detonator Doppelbock"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,49,1
+grizzly_bay_brewing-stout,0,0,244738883585,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grizzly_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+grand_lake_brewing,0,0,244756905984,"{""name"":""Grand Lake Brewing"",""city"":""Grand Lake"",""state"":""Colorado"",""code"":""80447"",""country"":""United States"",""phone"":""1-970-627-1711"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""915 Grand Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.2518,""lon"":-105.82}}",1,57,1
+youngs_company_brewery,0,0,245744336898,"{""name"":""Youngs & Company Brewery"",""city"":""London"",""state"":"""",""code"":""SW18 1NH"",""country"":""England"",""phone"":""020 8875 7000"",""website"":""http://www.youngs.co.uk"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""26 Osiers Road"",""Wandsworth""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.4611,""lon"":-0.1966}}",1,1,1
+john_harvard_s_brew_house_framingham,0,0,244757561344,"{""name"":""John Harvard's Brew House - Framingham"",""city"":""Framingham"",""state"":""Massachusetts"",""code"":""1701"",""country"":""United States"",""phone"":""1-508-875-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Worcester Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3037,""lon"":-71.3966}}",1,58,1
+new_glarus_brewing_company,0,0,244861960194,"{""name"":""New Glarus Brewing Company"",""city"":""New Glarus"",""state"":""Wisconsin"",""code"":""53574"",""country"":""United States"",""phone"":""608-527-5850"",""website"":""http://www.newglarusbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The brewery is run by an enthusiastic couple, Daniel & Deb Carey, who have successfully combined business management and brewing professionalism. Our philosophy is based on individuality, cooperation and the employment of 100% natural ingredients to produce world -class, handcrafted beers for our friends in Wisconsin. Cheers!*  *From the New Glarus Brewing web site"",""address"":[""2400 State Highway 69""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.8171,""lon"":-89.6306}}",1,11,1
+glen_ellyn_sports_brew-nut_brown,0,0,244621180929,"{""name"":""Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""glen_ellyn_sports_brew"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,34,1
+half_pints_brewing_company-little_scrapper_ipa,0,0,244748189697,"{""name"":""Little Scrapper IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""half_pints_brewing_company"",""updated"":""2010-12-13 19:33:36"",""description"":""To admit that the brewer at Half Pints is a bit of a hophead is an understatement. This India Pale Ale is unabashedly hoppy, not only from the Amarillo hops we add to the brew kettle, but also from the northwest U.S. variety called Cascade that we add directly to the final tank. A firm toasted malt presence forms the background for all of these hops, and we're confident our Little Scrapper IPA could take other so-called IPA's to the mat if called upon to do so. Try it with a curry or a basket of beer battered fish & chips. Serve in a glass at 8 degrees celcius. Unpasturized."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+manayunk_brewery_and_restaurant-krooks_mill,0,0,244871725056,"{""name"":""Krooks Mill"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""A well-balanced, hoppy American style pale ale with a generous usage of Caramel and Crystal malts. This beer is amber in color and is finished\r\nwith fresh Cascade, Columbus and Mt. Hood hops from the Pacific Northwest for a wonderful floral aroma. World Beer Cup Bronze Medal winner and a Perennial favorite here at the Brewery. Also available in bottles to go."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+russell_brewing-pale_ale,0,0,244984119296,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,8,1
+palmetto_brewing-pale_ale,0,0,244983201792,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""palmetto_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+mythos_breweries_s_a,0,0,244863205378,"{""name"":""Mythos Breweries S.A."",""city"":"""",""state"":""Sindos"",""code"":""570 22"",""country"":""Greece"",""phone"":"""",""website"":""http://www.mythosbrewery.gr/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Industrial Area, Thessaloniki""]}",1,14,1
+lowenbrau_brauerei-triumphator,0,0,244881096705,"{""name"":""Triumphator"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lowenbrau_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,59,1
+sullivan_s_black_forest_brew_haus_grill-strong_arm_ale,0,0,245098283009,"{""name"":""Strong Arm Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Just like our Porter but multiplied by 10.""}",1,2,1
+sprecher_brewing-sprecher_maibock,0,0,245118599168,"{""name"":""Sprecher Maibock"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pale malt flavors are balanced with a rich hop character and a light fruit bouquet in this seasonal spring lager. Traditional dry-hopping and extended aging give this blonde bock a distinctive flowery aroma and a potent kick."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,48,1
+rock_art_brewery,0,0,245004369920,"{""name"":""Rock Art Brewery"",""city"":""Morrisville"",""state"":""Vermont"",""code"":""5661"",""country"":""United States"",""phone"":""(802) 888-9400"",""website"":""http://www.rockartbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Rock Art Brewery was born in the mountains of Vermont, inspired by the spirit of Kokopelli and guided by the beers of the world."",""address"":[""254 Wilkins Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.5693,""lon"":-72.6034}}",1,56,1
+flying_bison_brewing-blizzard_bock,0,0,244627996673,"{""name"":""Blizzard Bock"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_bison_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Although it’s named after our most famous weather event, this beer has nothing in common with the harsh bite of winter. In fact it’s smooth slightly chocolaty flavor helps you forget Jack Frost altogether. German pale and Munich malts form the base flavors with hints of chocolate and caramel. Very soft, floral German hops ease the finish into dryness. Available on draft and in bottles from November to March."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+live_oak_brewing-live_oak_hefeweizen,0,0,244864057344,"{""name"":""Live Oak Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Modeled after the classic wheat beers of Bavaria, our HefeWeizen has a cloudy, straw-colored appearance with a thick, creamy head. It is fermented with an authentic Weizenbier yeast strain which imparts delicate notes of clove, vanilla and banana which harmonize perfectly with its mild refreshing tartness. Together these flavors create the perfect thirst quencher to beat the Texas heat. Available April - August"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,17,1
+north_country_brewery-paleo_ipa,0,0,244872708098,"{""name"":""Paleo IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The discovery of the true I.P.A. (India Pale Ale) made right here in Slippery Rock. The British added hops to oak barrels to help preserve the beer for its long voyage to British-controlled India. Brewed in this same English tradition, we dry-hopped our ale, giving the beer a very aromatic quality as it travels to your mug."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,39,1
+thunderhead_brewery-cream_ale,0,0,245099528195,"{""name"":""Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,4,1
+troegs_brewing-scratch_12_2008,0,0,245100576769,"{""name"":""Scratch #12 2008"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In our never-ending pursuit of answering the burning question of what’s new, we present Scratch #12-2008, an IPA.\r\n \r\nThe IPA is a fickle beast; too much malt and you veer into a high-octane hopbomb, while too little hops can question a beer’s virility. In these chaotic days of shrinking hop harvests, balance is key to a proper IPA. Scratch #12-2008 delivers an intense pine nose married with a subtle wildflower aroma. The Thames Valley yeast adds an earthy nod to traditional English IPAs, while the American hops provide a bold contrasting bitterness.\r\n \r\nBreath deep, relax, enjoy."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,6,1
+nodding_head_brewpub-robust_porter,0,0,244879065088,"{""name"":""Robust Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,54,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-sun_fest,0,0,244987002880,"{""name"":""Sun Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+oakham_ales,0,0,244863795201,"{""name"":""Oakham Ales"",""city"":""Peterborough"",""state"":""Cambridge"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01733)-358300"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""80 Westgate""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":52.5758,""lon"":-0.248}}",1,15,1
+prairie_rock_brewing_elgin,0,0,244985888768,"{""name"":""Prairie Rock Brewing - Elgin"",""city"":""Elgin"",""state"":""Illinois"",""code"":""60120"",""country"":""United States"",""phone"":""1-847-622-8888"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""127 South Grove Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.0347,""lon"":-88.2819}}",1,13,1
+titletown_brewing-bridge_out_stout,0,0,245115977728,"{""name"":""Bridge Out Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,41,1
+james_page_brewing-burly_brown_ale,0,0,244746878977,"{""name"":""Burly Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""james_page_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,31,1
+margaritaville_brewing_company-landshark_lager,0,0,244871921664,"{""name"":""Landshark Lager"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""margaritaville_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,38,1
+south_shore_brewery-nut_brown_ale,0,0,245101690880,"{""name"":""Nut Brown Ale"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,9,1
+north_coast_brewing_company-brother_thelonious,0,0,244870610944,"{""name"":""Brother Thelonious"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+endehouse_brewery_and_restaurant,0,0,244614692865,"{""name"":""EndeHouse Brewery and Restaurant"",""city"":""Reedsburg"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.5325,""lon"":-90.0026}}",1,19,1
+four_peaks_brewing-american_style_brown_ale,0,0,244614234113,"{""name"":""American-Style Brown Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""four_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Leroy's BIG Brother. Sweet floral hop aroma balances out the big malty roasted body with the slightest bitter spiced-chocolate finish. A very untraditional hopping technique gives this beer a unique character significantly more robust than our traditional Leroy Brown Ale. The beer weighs in at 5.0% alc./vol. Cheers!!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,18,1
+o_hara_s_brewpub_and_restaurant-pantown_pale_ale,0,0,244869038082,"{""name"":""Pantown Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_hara_s_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+troegs_brewing-scratch_6_2007,0,0,245100118016,"{""name"":""Scratch #6 2007"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Old world brewing techniques combine with Noble hops for Scratch #6-2007.\r\nThis Export Lager features a single stage decoction—a first for Tröegs Brewery. After combining barley and water we transfer a portion of the mash to the brew kettle for a quick boil. The heated mash is then returned to the mash kettle and the brewing process continues. This process deepens the malt character and adds a subtle toffee backbone to this delicious lager.\r\n\r\nWe’ve added Magnum hops for bittering and Czech Saaz hops for aroma to create a classic European Noble hop flavor. \r\n\r\nScratch #6-2007 is unfiltered, so there will be a slight haze to the beer."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+middle_ages_brewing-beast_bitter,0,0,244879392768,"{""name"":""Beast Bitter"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This special bitter displays the subtle coppery hue of \""Old Gold\"". It's depth of lingering hop flavor awakens the palate."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,55,1
+randy_s_fun_hunters_brewery_restaurant_and_banquet_center-oatmeal_stout,0,0,245002403842,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""randy_s_fun_hunters_brewery_restaurant_and_banquet_center"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+pacific_coast_brewing,0,0,244984643584,"{""name"":""Pacific Coast Brewing"",""city"":""Oakland"",""state"":""California"",""code"":""94607"",""country"":""United States"",""phone"":""1-510-836-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""906 Washington Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":37.8016,""lon"":-122.274}}",1,10,1
+flagstaff_brewing,0,0,244627668994,"{""name"":""Flagstaff Brewing"",""city"":""Flagstaff"",""state"":""Arizona"",""code"":""86001"",""country"":""United States"",""phone"":""1-520-773-1442"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""16 East Route 66""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.1973,""lon"":-111.648}}",1,49,1
+hale_s_ales_3,0,0,244738949120,"{""name"":""Hale's Ales #3"",""city"":""Seattle"",""state"":""Washington"",""code"":""98107"",""country"":""United States"",""phone"":""1-206-706-1544"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4301 Leary Way NW""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.6592,""lon"":-122.366}}",1,12,1
+great_dane_pub_and_brewing_1-wooden_ships_esb,0,0,244756971520,"{""name"":""Wooden Ships ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+john_harvard_s_brewhouse_wilmington-light_lager,0,0,244757561345,"{""name"":""Light Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brewhouse_wilmington"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+nogne_o_det_kompromisslose_bryggeri_a_s-havre_stout,0,0,244862025728,"{""name"":""Havre Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""We usually do not make compromises, but this is probably the exception.  Norwegians are dead scared of dark beers.  This is an attempt to show that there are gentle dark ales.  As such Havre Stout is smooth and drinkable."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,11,1
+golden_gate_park_brewery,0,0,244621180930,"{""name"":""Golden Gate Park Brewery"",""city"":""San Francisco"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":37.7749,""lon"":-122.419}}",1,34,1
+harmon_brewing_company-pinnacle_peak_pale_ale,0,0,244748255232,"{""name"":""Pinnacle Peak Pale Ale"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harmon_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a light bodied mildly hoppy ale brewed with a 2-row malted barley, Crystal, and a special Vienna malted barley. Golding and Cascade hops are used to provide the balanced palate for this fine session beer. 4.2% ABV"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+manayunk_brewery_and_restaurant,0,0,244871725057,"{""name"":""Manayunk Brewery and Restaurant"",""city"":""Philadelphia"",""state"":""Pennsylvania"",""code"":""19127"",""country"":""United States"",""phone"":""1-215-482-8220"",""website"":""http://www.manayunkbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4120 Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.0236,""lon"":-75.2202}}",1,37,1
+san_miguel_corporation,0,0,244984119297,"{""name"":""San Miguel Corporation"",""city"":""Manila"",""state"":"""",""code"":"""",""country"":""Philippines"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 271""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":14.5833,""lon"":120.967}}",1,8,1
+pike_pub_and_brewery-oatmeal_stout,0,0,244983201793,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+nebraska_brewing_company-irish_red,0,0,244863270912,"{""name"":""Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nebraska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+martini_brauerei-weissbier_hell,0,0,244881162240,"{""name"":""Weissbier Hell"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""martini_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,59,1
+sullivan_s_black_forest_brew_haus_grill-woody_s_light,0,0,245098348544,"{""name"":""Woody's Light"",""abv"":3.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Our take on the classic light golden ale, with crisp refreshing flavors."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+stieglbrauerei_zu_salzburg_gmbh-columbus_bock,0,0,245118664704,"{""name"":""Columbus Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,48,1
+rock_bottom_restaurant_brewery_san_jose,0,0,245004369921,"{""name"":""Rock Bottom Restaurant & Brewery - San Jose"",""city"":""Campbell"",""state"":""California"",""code"":""95008"",""country"":""United States"",""phone"":""1-408-377-0707"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1875 South Bascom Avenue #700""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.2886,""lon"":-121.933}}",1,56,1
+foothills_brewing_company-sexual_chocolate,0,0,244627996674,"{""name"":""Sexual Chocolate"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""foothills_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,50,1
+magic_hat-odd_notion_winter_08,0,0,244864057345,"{""name"":""Odd Notion Winter 08"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+northwoods_brewpub_grill-half_moon_gold,0,0,244872773632,"{""name"":""Half Moon Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+traffic_jam_and_snug-gold_rush_ale,0,0,245099593728,"{""name"":""Gold Rush Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""traffic_jam_and_snug"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,4,1
+tropical_beverage_international_co_ltd,0,0,245100642304,"{""name"":""Tropical Beverage (International) Co., Ltd"",""city"":""Bangkok"",""state"":"""",""code"":"""",""country"":""Thailand"",""phone"":"""",""website"":""http://www.tropbevco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""35 Soi Prommit, Sukumvit 39""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":13.7234,""lon"":100.476}}",1,6,1
+nor_wester_brewery_and_public_house-honey_weizen,0,0,244879065089,"{""name"":""Honey Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nor_wester_brewery_and_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+pyramid_ales_brewery-curve_ball,0,0,244987002881,"{""name"":""Curve Ball"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Inspired by the traditional Kölsch style beers of Cologne, Germany, Curve Ball boasts a clean, crisp slightly herbal taste and a lighter body. With its sporty packaging and refreshing taste, Curve Ball is the perfect accompaniment to summer grilling and ballpark outings. Try swingin' at it on a hot summer day!""}",1,16,1
+old_hat_brewery-hefeweizen,0,0,244863795202,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,15,1
+rogue_ales-double_dead_guy_ale,0,0,244985888769,"{""name"":""Double Dead Guy Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,13,1
+tivoli_brewing-bitter_amber,0,0,245115977729,"{""name"":""Bitter Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tivoli_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,41,1
+jasper_ridge_brewery-jasper_lyte,0,0,244746944512,"{""name"":""Jasper Lyte"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jasper_ridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+marshall_brewing_company-atlas_ipa,0,0,244871987200,"{""name"":""Atlas IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marshall_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+sports_city_cafe_brewery,0,0,245101756416,"{""name"":""Sports City Cafe & Brewery"",""city"":""La Jolla"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.8575,""lon"":-117.876}}",1,9,1
+on_tap_bistro_brewery-steamroller_stout,0,0,244870610945,"{""name"":""Steamroller Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,33,1
+f_x_matt_brewing-saranac_hefeweizen,0,0,244614692866,"{""name"":""Saranac Hefeweizen"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""f_x_matt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional style German Wheat beer (pronounced) Hah-fuh-vite-zen) remains unfiltered to preserve it's natural smooth flavor and aroma. Don't be alarmed by its cloudy appearance or noticeable sediment. The slight banana and clove aroma comes from the authentic German Hefeweizen yeast. It has a light refreshing finish."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,19,1
+golden_prairie_brewing,0,0,244614234114,"{""name"":""Golden Prairie Brewing"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60647"",""country"":""United States"",""phone"":""1-773-862-0106"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2536 North Elston Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.9273,""lon"":-87.6807}}",1,18,1
+pabst_brewing_company-pabst_blue_ribbon_light,0,0,244869103616,"{""name"":""Pabst Blue Ribbon Light"",""abv"":4.19,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""PBR is not just any beer- so you would expect the history to be a bit unusual, and it is. Pabst was originally called \""Select,\"" but people started asking for that \""Blue Ribbon\"" beer in 1882 when we started tying silk ribbons to the bottles. We officially added the words \""Blue Ribbon\"" to the bottle in 1895.\r\n\r\nPabst was the first brewery to put beer in cans back in 1935. This was Blue Ribbon beer but it was called \""Export\"" when sold in the can. Our first cans had a picture of a can opener on the side with instructions on how to open the can of beer, with the can opener.\r\n\r\nToday, this classic American brew has been adopted by a whole new generation of PBR drinkers. Currently, PBR is one of the fastest growing domestic beer brands. When you're this good, quality always comes through-PBR ME ASAP!"",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,28,1
+tunner_s_guild_brewing_systems-piedmont_porter,0,0,245100183552,"{""name"":""Piedmont Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tunner_s_guild_brewing_systems"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,5,1
+miller_brewing-mickey_s_ice,0,0,244879392769,"{""name"":""Mickey's Ice"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,55,1
+red_kettle_brewing-amber,0,0,245002469376,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_kettle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,52,1
+paper_city_brewing_company-holyoke_dam_ale,0,0,244984709120,"{""name"":""Holyoke Dam Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paper_city_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+flying_dog_brewery-double_dog_double_pale_ale,0,0,244627668995,"{""name"":""Double Dog Double Pale Ale"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""flying_dog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Back by popular demand, our original \""Wild Dog Release\"" is back, and this time it's for good. Double Dog Double Pale Ale is a generously hopped ale with a deep red color and pours with a nice frothy head. The abundance of hops will conjure some provocative aromas with hints of raisins and citrus."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,49,1
+hannen_brauerei,0,0,244738949121,"{""name"":""Hannen Brauerei"",""city"":""Mnchengladbach"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.1913,""lon"":6.4421}}",1,12,1
+grizzly_bay_brewing,0,0,244756971521,"{""name"":""Grizzly Bay Brewing"",""city"":""Suisun City"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":38.2382,""lon"":-122.04}}",1,57,1
+lagunitas_brewing_company-maximus,0,0,244757626880,"{""name"":""Maximus"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,58,1
+north_coast_brewing_company-acme_california_brown_ale,0,0,244862025729,"{""name"":""Acme California Brown Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+gottberg_brew_pub-dsb_dusters_special_bitter,0,0,244621246464,"{""name"":""DSB / Dusters Special Bitter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+hoppers_seafood_grill,0,0,244748255233,"{""name"":""Hoppers Seafood & Grill"",""city"":""Midvale"",""state"":""Utah"",""code"":""84047"",""country"":""United States"",""phone"":""1-801-566-0424"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""890 East Fort Union Boulevard""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.6215,""lon"":-111.866}}",1,35,1
+martini_brauerei-meister_pilsener,0,0,244871790592,"{""name"":""Meister Pilsener"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""martini_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+schlossbru-naturtrubes,0,0,244984119298,"{""name"":""Naturtrubes"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlossbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+pokka_beer_works-beer_works_ale_golden,0,0,244983267328,"{""name"":""Beer Works Ale Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pokka_beer_works"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+new_century_brewing_company,0,0,244863270913,"{""name"":""New Century Brewing Company"",""city"":""Boston"",""state"":""Massachusetts"",""code"":""2117"",""country"":""United States"",""phone"":""1-781-963-4007"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 1498""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.3587,""lon"":-71.0574}}",1,14,1
+maui_brewing_co-big_swell_ipa,0,0,244881227776,"{""name"":""Big Swell IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maui_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""India Pale Ale was developed in Burton, England, as a \""Super-Premium\"" hoppy pale ale around 1800. The extra strength in alcohol and hops helped preserve the beer on its long export journeys to India and beyond. The style developed a following worldwide. Its flavor begins with a smooth, malty creaminess followed with a big burst of dry-hop flavor from English Kent Golding Hops. It then finishes with a lingering yet pleasant bitterness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+taylor_brewing-very_pale_ale,0,0,245098348545,"{""name"":""Very Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,2,1
+summit_brewing-winter_ale,0,0,245118664705,"{""name"":""Winter Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,48,1
+roffey_brewery-lake_effect_stout,0,0,245004369922,"{""name"":""Lake Effect Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roffey_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,56,1
+gatz_brauhaus-pils,0,0,244628062208,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gatz_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+marble_brewery-marble_india_pale_ale,0,0,244864122880,"{""name"":""Marble India Pale Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marble_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Congratulations! By drinking Marble Brewery India Pale Ale, you show exceptionally good taste. Our obsession with quality and attention to detail ensures that every bottle will meet your high expectations. The Columbus, Amarillo and Centennial hops lend a fragrant citrus aroma and snappy hop character. We think you will agree that this is one rock solid beer."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+odell_brewing-easy_street_wheat,0,0,244872773633,"{""name"":""Easy Street Wheat"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Light and refreshing, Easy Street Wheat is an unfiltered American-style wheat beer. Leaving in the yeast gives the beer a nice, smooth finish and a slightly citrusy flavor. Easy Street Wheat gets its name by brewers \""taking it easy\"" and not filtering the beer. However, for ultimate enjoyment, we encourage you to work just a little harder in pouring it: just pour 2/3 of the beer into a glass, swirl what's left to stir up the yeast, then pour the rest and enjoy."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,39,1
+unibroue-raftman,0,0,245099593729,"{""name"":""Raftman"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Launched in March 1995, Raftman is a beer with a coral sheen that is slightly robust. It contains 5.5 percent alcohol and combines the character of whisky malt with the smooth flavours of choice yeast. It has a subtle and exceptional bouquet that creates a persistent smooth feel. Raftman complements fish, smoked meat and spicy dishes. .\r\n\r\nIt is brewed to commemorate the legendary courage of the forest workers These hard working men knew when to settle their differences and share their joie de vivre with a beer and a whisky."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,4,1
+twisted_pine_brewing_company-pearl_street_porter,0,0,245100707840,"{""name"":""Pearl Street Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twisted_pine_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Baltic Porter made to celebrate Boulder's 150th anniversary. Available for the entirety of 2009."",""style"":""Porter"",""category"":""Irish Ale""}",1,6,1
+north_coast_brewing_company-old_stock_ale_2004,0,0,244879065090,"{""name"":""Old Stock Ale 2004"",""abv"":11.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,54,1
+red_lodge_ales-glacier_ale,0,0,244987002882,"{""name"":""Glacier Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_lodge_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,16,1
+orlio_organic-orlio_seasonal_black_lager,0,0,244863860736,"{""name"":""Orlio Seasonal Black Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orlio_organic"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich medium-bodied black lager whose sweet deep malt flavor is balanced by a moderate hop bite and roasted malt tartness that creates notes of bitter chocolate and a slight lingering sweetness."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,15,1
+rogue_ales-imperial_red,0,0,244985888770,"{""name"":""Imperial Red"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Imperial Red is the newest addition to Rogues award winning Imperial Family of XS products. The Imperial Red recipe originates from Rogues Eugene City Brewery and is being produced in Newport for distribution (note, initially during 2007 in kegs only to JLS accounts. A 750-ml ceramic swing-top bottle and 13.2 gallon kegs will be available in 2008.) Imperial Red has already garnered international acclaim and awards, including a Bronze Medal at the 2006 Great American Beer Festiva and recently it was named Grand Champion at the US Beer Tasting Championships! \r\n\r\nDeep copper chestnut color with toffee, brown sugar, nuts, and spice amomas. A rich supple entry leads to an off-dry medium body of tangy raisins and citrus marmalade, bittersweet chocolate, and mild spice flavors. It finishes with a long nutty, fruity fade. \r\n\r\nImperial Red is brewed with Crystal, Chocolate, Munich and two-row Pale Malts; Palisade and Aroma Crystal hops, Pacman Yeast, and Free Range Coastal Waters."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,13,1
+tongerlo-tongerlo_tripple,0,0,245115977730,"{""name"":""Tongerlo Tripple"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tongerlo"",""updated"":""2010-07-22 20:00:20"",""description"":""Blond beer with a fruity and hoppy aroma and a balanced flavour with a slightly bitter aftertaste."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,41,1
+jolly_pumpkin_artisan_ales,0,0,244746944513,"{""name"":""Jolly Pumpkin Artisan Ales"",""city"":""Dexter"",""state"":""Michigan"",""code"":""48130"",""country"":""United States"",""phone"":""1-734-426-4962"",""website"":""http://www.jollypumpkin.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Welcome to a land of open fermentation, oak barrel aging, and bottle conditioning. At Jolly Pumpkin Artisan Ales we are dedicated to more than the traditions of old world craftsmanship. Everything we do is designed to create ales of outstanding art and flavor. Focusing on traditional rustic country style beers brought to life through labor and love, we strive to create beers to lighten the spirit, and soothe the soul. Sharing our joy to the betterment of mankind is the most that we could hope for."",""address"":[""3115 Broad Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3375,""lon"":-83.8895}}",1,31,1
+mcmenamins_mill_creek-golden,0,0,244872052736,"{""name"":""Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mcmenamins_mill_creek"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+steamworks_brewing_durango,0,0,245101821952,"{""name"":""Steamworks Brewing - Durango"",""city"":""Durango"",""state"":""Colorado"",""code"":""81301"",""country"":""United States"",""phone"":""1-970-259-9200"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""801 East Second Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.2724,""lon"":-107.88}}",1,9,1
+otto_s_pub_and_brewery-mt_nittany_pale_ale,0,0,244870676480,"{""name"":""Mt. Nittany Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An American pale ale brewed with Centennial hops and hopbacked with Cascade, it's a real refresher that has a spicy, citrus aroma and a slightly nutty malt flavor.  ABV  5.0%"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+faultline_brewing_2-kolsch,0,0,244614692867,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""faultline_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+goose_island_beer_company_clybourn-american_pale_ale,0,0,244614299648,"{""name"":""American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+pacific_rim_brewing-alki_ale,0,0,244992049152,"{""name"":""Alki Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+utah_brewers_cooperative-wasatch_1st_amendment_lager,0,0,245100183553,"{""name"":""Wasatch 1st Amendment Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""utah_brewers_cooperative"",""updated"":""2010-07-22 20:00:20"",""description"":""A turn of the century pure malt, crisp lager. 1st Amendment Lager is made with European style hops and Munich malts. This beer has a wonderful, clean, crisp flavor certain to please all."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,5,1
+molson_breweries_of_canada-rickard_s_pale_ale,0,0,244879458304,"{""name"":""Rickard's Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,55,1
+red_star_brewery_grille,0,0,245002469377,"{""name"":""Red Star Brewery & Grille"",""city"":""Greensburg"",""state"":""Pennsylvania"",""code"":""15601"",""country"":""United States"",""phone"":""724.850.7245"",""website"":""http://www.redstarbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Red Star Brewery & Grille opened for business October 19th, 1998.  We had only five beers on tap, the Golden Light, American Pale, English Brown, Irish Dry Stout, and a Seasonal brew."",""address"":[""101 Ehalt St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.3044,""lon"":-79.5471}}",1,52,1
+penn_brewery-penn_marzen,0,0,244984774656,"{""name"":""Penn Marzen"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A spring fest beer that is amber in color, Penn Märzen has full flavor and body. Highly rated by the National Beverage Tasting Institure.""}",1,10,1
+founders_brewing-founders_breakfast_stout,0,0,244627734528,"{""name"":""Founders Breakfast Stout"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""founders_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""You've got to love coffee to truly appreciate this phenomenal brew. Brewed with an abundance of flaked oats, bitter and sweetened imported chocolates, Sumatra and Kona coffee. Breakfast Stout has an intense fresh roasted coffee nose toped with a cinnamon colored frothy head that seems to never fade and makes you wish breakfast could last forever."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,49,1
+harvey_son_lewes-a_lecoq_imperial_extra_double_stout_2000,0,0,244738949122,"{""name"":""A. LeCoq Imperial Extra Double Stout 2000"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harvey_son_lewes"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+grupo_modelo-pacifico_clara,0,0,244757037056,"{""name"":""Pacífico Clara"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""grupo_modelo"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,57,1
+left_hand_brewing_company-pole_star_pilsner,0,0,244757626881,"{""name"":""Pole Star Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+oyster_bar_bistro_and_brewery-stock_ale_2,0,0,244862025730,"{""name"":""Stock Ale #2"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oyster_bar_bistro_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,11,1
+great_dane_pub_and_brewing_2-verruckte_stadt_pilsner,0,0,244747796480,"{""name"":""Verrückte Stadt Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_2"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+joboy_s_brew_pub-joboy_s_cream_ale,0,0,244748320768,"{""name"":""JoBoy's Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""joboy_s_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""A crisp, clean, easy drinking, refreshing American ale with a light body."",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,35,1
+minneapolis_town_hall_brewery-wpa_wheat_pale_ale,0,0,244871790593,"{""name"":""WPA (Wheat Pale Ale)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+seabright_brewery-leroy_barleywine,0,0,244984184832,"{""name"":""Leroy Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+port_brewing_company-red_square,0,0,244983267329,"{""name"":""Red Square"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+north_coast_brewing_company-pranqster_belgian_ale,0,0,244863270914,"{""name"":""PranQster Belgian Ale"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Pranqster\r\nBelgian Style Golden Ale\r\n\r\nBelgian Ales represent the height of the brewers' art. Sophisticated brewing techniques, yeast blends and unique flavoring elements have elevated the beers of Belgium to the status enjoyed by wine in other countries.\r\n\r\nPranQster follows in this tradition using a mixed culture of antique yeast strains that produce a floral nose, a full fruity flavor and a clean finish.\r\n\r\nAvailable in 12oz 4 packs and 750 ml traditionally corked and wired bottles.\r\n\r\nVital Statistics\r\nStyle: Belgian Style\r\n          Golden Ale\r\nColor: Soft Gold\r\nABV: 7.6%\r\nBitterness: 20 IBU's\r\n\r\n-http://www.northcoastbrewing.com/beer-Pranqster.htm""}",1,14,1
+mendocino_brewing_hopland-peregrine_pale_ale,0,0,244881227777,"{""name"":""Peregrine Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mendocino_brewing_hopland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+thirstybear_brewing-valencia_wheat,0,0,245098348546,"{""name"":""Valencia Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+tabernash_brewing-oktoberfest,0,0,245118730240,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tabernash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,48,1
+rogue_ales-brutal_bitter,0,0,245004435456,"{""name"":""Brutal Bitter"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An imperial bitter style using exotic traditional floor malts, citrus hoppy flavor, stupendous hop aroma. Hedonistic!\""Mellow Beer Emboldened by Hops,\"" Elaine Louies article in the New York TimesDining Out Section, (March 24, 1999) announced the release of latest Rogue elixir to be bottled. The article states that \""The newest beer of Rogue Ales sounds more aggressive than it is. Brutal Bitter is actually full-bodied, deeply flavored, intensely hoppy brew. There is nothing brutal about the rich, deep, mellow taste. Its crackling but not sharp... This beer may raise eyebrows, but it wont pucker lips. The aftertaste is clean.\""\r\n\r\nRogue brewer John Maier describes his Brutal Bitter as a cross between a Very Extra Special Bitter and an Indian Pale Ale. Brutal Bitter was first brewed in 1996 for the 20th Anniversary of the Horse Brass Pub in Portland. Customer demand prompted Rogue to continue brewing Brutal for the Horse Brass as well as using it as Rogues premier pour at the 1998 Oregon Brewers Festival. At the 1999 SpringFest in Portland, Oregon, Brutal Bitter was unscientifically voted the Peoples Choice--it received twice as many votes as the runner-up.\r\n\r\nBrutal combines Oregon hops with English Malts. The Oregon grown Crystal hop is a triploid variety developed from the German Hallertau aroma hop variety with contributions from Cascade, Brewers Gold, and Early Green. Crystal is the only hop used in brewing Brutal and it provides a massive amount of aroma without dry-hopping. The English malts used are floor malted Pipkin (a mellow cross of Maris Otter and Warboys, from an English company called Beeston), Cara Vienna and Cara Wheat. Brutal Bitter is packaged in Rogues classic 22 ounce silk-screened bottle, 12-ounce 6-pack (new for 2005), and is available on draft."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,56,1
+golden_pacific_brewing-golden_bear_lager,0,0,244628062209,"{""name"":""Golden Bear Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""golden_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+midnight_sun_brewing_co-arctic_devil_barley_wine,0,0,244864122881,"{""name"":""Arctic Devil Barley Wine"",""abv"":13.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Arctic Devil Barley Wine, aptly named after the ferocious wolverine of the north, is an English-style (meaning malt-inclined) barley wine. Though the recipe and process for Arctic Devil have evolved over the years, it is typically brewed in January then aged in oak barrels for several months before the entire batch is blended, bottled and released on the Friday after Thanksgiving. \r\n\r\nIn its youth, Arctic Devil gnarls and snarls its way across the palate. Containing this beast of a beer for long periods in oak barrels--some having previously aged port, wine or whiskey--tames the unleashed malt and fierce hop flavors, melding and mellowing this powerful liquid into an incredible elixir worthy of a brewer's table. \r\n\r\nEach annual batch of Arctic Devil Barley Wine represents the brewers' resolve to create an intriguing and sought-after barley wine by precisely brewing to well-designed specifications, carefully selecting the type and combination of barrels to use for aging, and meticulously checking the beer as it ages. Distinct nuance and complexity are contributed by the wood's previous tenants, resulting in unique flavor profiles in each batch that continue to change over time. We invite you to savor Arctic Devil Barley Wine upon its release then cellar some for future enjoyment. \r\n\r\nMidnight Sun's elusive Arctic Devil Barley Wine is Alaska's most awarded barley wine.""}",1,17,1
+old_hat_brewery-depot_pils,0,0,244872839168,"{""name"":""Depot Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+united_breweries_limited-kingfisher_premium,0,0,245099659264,"{""name"":""Kingfisher Premium"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":2147483647,""type"":""beer"",""brewery_id"":""united_breweries_limited"",""updated"":""2011-01-09 14:50:37"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,4,1
+unionsbru_haidhausen-helles_naturtrub,0,0,245100707841,"{""name"":""Helles Naturtrub"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unionsbru_haidhausen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+oggi_s_pizza_and_brewing_vista-paradise_pale_ale,0,0,244879130624,"{""name"":""Paradise Pale Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+redhook_ale_brewery,0,0,244987002883,"{""name"":""Redhook Ale Brewery"",""city"":""Seattle"",""state"":""Washington"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.redhook.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.6062,""lon"":-122.332}}",1,16,1
+pivovar_hradec_krlov,0,0,244986544128,"{""name"":""Pivovar Hradec Krlov"",""city"":""Hradec Krlov"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.2094,""lon"":15.8326}}",1,15,1
+rothaus_brauerei-leicht,0,0,244985954304,"{""name"":""Leicht"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rothaus_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+troegs_brewing-scratch_22_2009,0,0,245116043264,"{""name"":""Scratch #22 2009"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,41,1
+jt_whitney_s_brewpub_and_eatery-alt,0,0,244746944514,"{""name"":""Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,31,1
+microbrouwerij_achilles-serafijn_christmas_angel,0,0,244872052737,"{""name"":""Serafijn Christmas Angel"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""microbrouwerij_achilles"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+stevens_point_brewery-amber_lager,0,0,245101821953,"{""name"":""Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+paulaner-hacker_pschorr_hubertus_bock,0,0,244994015232,"{""name"":""Hacker-Pschorr Hubertus Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,33,1
+felinfoel_brewery_co_ltd-thames_welsh_ale,0,0,244614758400,"{""name"":""Thames Welsh Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""felinfoel_brewery_co_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+goose_island_beer_company_clybourn-black_toad_dark_ale,0,0,244614365184,"{""name"":""Black Toad Dark Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""goose_island_beer_company_clybourn"",""updated"":""2010-07-22 20:00:20"",""description"":""We begin with a custom mixture of dark and roasted barley malts, then we add the choicest hops. The resulting ale has a dark chestnut color and a deep nutty flavor. Brewed specially for Trader Joe's."",""style"":""Porter"",""category"":""Irish Ale""}",1,18,1
+pivzavod_baltika-baltika_8,0,0,244992049153,"{""name"":""Baltika #8"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivzavod_baltika"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,28,1
+vancouver_island_brewing,0,0,245100183554,"{""name"":""Vancouver Island Brewing"",""city"":""Victoria"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-250-361-0007"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2330 Government Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":48.4344,""lon"":-123.367}}",1,5,1
+molson_breweries_of_canada,0,0,244879458305,"{""name"":""Molson Breweries of Canada"",""city"":""Toronto"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-416-975-1786"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""175 Bloor Street East""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.6706,""lon"":-79.3824}}",1,55,1
+rocky_river_brewing-bombardier_brown,0,0,245002534912,"{""name"":""Bombardier Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rocky_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,52,1
+piece,0,0,244984774657,"{""name"":""Piece"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60622"",""country"":""United States"",""phone"":""1-773-772-4422"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1927 West North Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9104,""lon"":-87.6761}}",1,10,1
+freeminer_brewery-deep_shaft_stout,0,0,244627734529,"{""name"":""Deep Shaft Stout"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""freeminer_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+hawks_brewing-super_natural_ipa,0,0,244739014656,"{""name"":""Super Natural IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hawks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+hc_berger_brewing,0,0,244757037057,"{""name"":""HC Berger Brewing"",""city"":""Fort Collins"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.5853,""lon"":-105.084}}",1,57,1
+liberty_steakhouse_and_brewery-liberty_white_ale,0,0,244757626882,"{""name"":""Liberty White Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liberty_steakhouse_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Wheat-based beer brewed with coriander and orange peel to produce a mild citrus flavor."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,58,1
+pacific_coast_brewing-cask_esb,0,0,244985102336,"{""name"":""Cask ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+harpoon_brewery_boston-ufo_raspberry_hefeweizen,0,0,244747796481,"{""name"":""UFO Raspberry Hefeweizen"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_boston"",""updated"":""2010-07-22 20:00:20"",""description"":""We have added natural raspberry flavor to our UFO Hefeweizen to create this beer.  Consistent with the hefeweizen style, this beer is unfiltered and cloudy with a solid foamy head.  UFO Raspberry has a distinctive, hazy rose color.  The scent of fresh raspberries hits the nose immediately, along with a subtle bready aroma from the wheat and yeast.  The body is light and the unfiltered yeast provides a soft mouthfeel.  The taste of the fruit compliments the beer nicely, neither overwhelms the other.  There is a faint sweetness on the palate, which finishes cleanly in a semi-dry, tart finish."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,34,1
+john_harvard_s_brewhouse_wilmington-half_again_bock,0,0,244748320769,"{""name"":""Half Again Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brewhouse_wilmington"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,35,1
+mohrenbrauerei_august_huber-naturtrubes_kellerbier,0,0,244871790594,"{""name"":""Naturtrübes Kellerbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mohrenbrauerei_august_huber"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,37,1
+sierra_nevada_brewing_co-chico_estate_harvest_ale,0,0,244984184833,"{""name"":""Chico Estate Harvest Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""We wanted to see if we could grow hops at our brewery in Chico, California so we planted our own hop field selecting our prized Cascade and Centennial varieties along with some specialty hop varieties to experiment with. To our surprise, we not only could grow hops, we were also able to harvest them in late summer due to Chico’s ideal climate. \r\n\r\nChico Estate Harvest Ale is one of the very few estate harvest ales produced anywhere in the world today. All the hops in the beer are grown naturally on the premises of our brewery in Chico. We pick the hops ourselves and then take them directly to the brew kettle, without being dried, just after picking so they retain nearly all of their natural oils and resins. It is made with Cascade, Centennial and Chinook hops. Until now, this beer has only been available in draft. Starting this year, we will be bottling it on a very limited basis, with plans to expand its availability as we expand our Chico hop field in the coming years."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+prairie_rock_brewing_elgin-triple_nickel_irish_stout,0,0,244983332864,"{""name"":""Triple Nickel Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+ohio_brewing-buckeye_brown,0,0,244863336448,"{""name"":""Buckeye Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ohio_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,14,1
+mercury_brewing_company,0,0,244881227778,"{""name"":""Mercury Brewing Company"",""city"":""Ipswich"",""state"":""Massachusetts"",""code"":""1938"",""country"":""United States"",""phone"":""978-356-3329"",""website"":""http://www.mercurybrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Located in historic Ipswich, Massachusetts, Mercury Brewing Company emerged in 1999 when Rob Martin, then Director of Operations for Ipswich Brewing Company, purchased the brewery and renamed the company Mercury Brewing and Distribution Company. While continuing production of Ipswich Ale, Martin expanded the company with Stone Cat Ales and Lagers, Mercury Premium Sodas, and numerous contract brewing agreements.  In 2007 our beer production topped 14,000 BBLs (434,000 GAL), a 44% increase from 2006. Soda production came to 1180 BBLs (36,580 GAL), an increase of 22% from the previous year. We could not have done this without our hardworking staff and loyal customers and look forward to an even better 2008."",""address"":[""23 Hayward St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.6728,""lon"":-70.844}}",1,59,1
+titletown_brewing-colonel_kolsch,0,0,245098414080,"{""name"":""Colonel Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+terminal_gravity_brewing,0,0,245118730241,"{""name"":""Terminal Gravity Brewing"",""city"":""Enterprise"",""state"":""Oregon"",""code"":""97828"",""country"":""United States"",""phone"":""1-541-426-0158"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""803 SE School Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.4192,""lon"":-117.272}}",1,48,1
+routh_street_brewery_and_grille-pilsner,0,0,245004435457,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+harmon_brewing_company,0,0,244754415616,"{""name"":""Harmon Brewing Company"",""city"":""Tacoma"",""state"":""Washington"",""code"":""98402"",""country"":""United States"",""phone"":""1-253-383-2739"",""website"":""http://harmon.harmonbrewingco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1938 Pacific Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":47.2436,""lon"":-122.437}}",1,50,1
+midnight_sun_brewing_co-mammoth_extra_stout,0,0,244864188416,"{""name"":""Mammoth Extra Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark and full-bodied, Mammoth Extra Stout boasts a well-rounded melange of rich flavors, including chocolate, caramel, coffee, nut and date. Huge portions of pale and specialty malts give this mammoth brew a complex yet exceptionally smooth palate. Hops provide balance without overpowering the chewy malt profile."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,17,1
+otter_creek_brewing_wolaver_s_organic_ales-vermont_lager,0,0,244872839169,"{""name"":""Vermont Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic European style lager. We take the time to brew this beer as a true lager should be brewed. And it's well worth the wait! You can enjoy the drinkability of this light-gold, refreshing beer with friends at the pub or at home after a long day."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+wagner_valley_brewing,0,0,245744730112,"{""name"":""Wagner Valley Brewing"",""city"":""Lodi"",""state"":""New York"",""code"":""14860"",""country"":""United States"",""phone"":""1-607-582-6450"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9322 State Route 414""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.5739,""lon"":-76.8582}}",1,4,1
+weeping_radish_restaurant_and_brewery_manteo-weizen,0,0,245744861184,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weeping_radish_restaurant_and_brewery_manteo"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,6,1
+old_city_brewing,0,0,244879130625,"{""name"":""Old City Brewing"",""city"":""Austin"",""state"":""Texas"",""code"":""78701"",""country"":""United States"",""phone"":""1-512-448-4844"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""603 West 13th Street #1A-345""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.2767,""lon"":-97.7463}}",1,54,1
+revolution_brewing_llc,0,0,244987068416,"{""name"":""Revolution Brewing LLC"",""city"":""Chicago"",""state"":""Illinois"",""code"":""60647"",""country"":""United States"",""phone"":""773-227-BREW"",""website"":""http://revbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Revolution Brewing LLC is opening a brewpub in Logan Square which will include a full-service restaurant. We will also be selling our beers in kegs to select Chicago drinking establishments as brewing capacity allows."",""address"":[""2323 N Milwaukee Ave""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9234,""lon"":-87.6982}}",1,16,1
+plzesk_prazdroj,0,0,244986609664,"{""name"":""Plzesk Prazdroj"",""city"":""Plze"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-019/706-1111"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""U Prazdroje 7""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.7466,""lon"":13.3861}}",1,15,1
+rowland_s_calumet_brewery-calumet_pils,0,0,244985954305,"{""name"":""Calumet Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+union_barrel_works-union_barrel_works_kolsch,0,0,245116043265,"{""name"":""Union Barrel Works Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A pale golden German ale with subdued, clean-tasting malt flavor and aroma. This is a beer from the \""old\"" brewing tradition before lagers become popular. Fermented at a lower temperature than normal ales, and followed by several weeks of cold lagering.""}",1,41,1
+jw_lees_and_co_brewers_ltd-harvest_ale_1999,0,0,244746944515,"{""name"":""Harvest Ale 1999"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,31,1
+middle_ages_brewing-tripel_crown,0,0,244872052738,"{""name"":""Tripel Crown"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Cellar aged, subtly complex and deceptively strong. Using two of the old world's brewing traditions, we have combined British ingredients and methods with Belgian ale qualities."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,38,1
+sweet_water_tavern_and_brewery-black_stallion_oatmeal_stout,0,0,245101887488,"{""name"":""Black Stallion Oatmeal Stout"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweet_water_tavern_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, smooth...long dry-roast finish...ebony"",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,9,1
+penn_brewery-st_nikolaus_bock_bier,0,0,244994080768,"{""name"":""St. Nikolaus Bock Bier"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A very rich, dark bock beer. dark ruby in color with subtle tones of chocolate and burnt malt. It will warm you on a cold winter night and brighten your days. The perfect holiday gift for the beer drinker."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,33,1
+firestone_walker_brewing_company,0,0,244614758401,"{""name"":""Firestone Walker Brewing Company"",""city"":""Paso Robles"",""state"":""California"",""code"":""93446"",""country"":""United States"",""phone"":""(805) 238-2556"",""website"":""http://www.firestonewalker.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1400 Ramada Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.5953,""lon"":-120.694}}",1,19,1
+gordon_biersch_brewing-premium_light_lager,0,0,244614365185,"{""name"":""Premium Light Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gordon_biersch_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+rail_house_restaurant_and_brewpub-honey_weiss_discontinued,0,0,244992114688,"{""name"":""Honey Weiss (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+victory_brewing-hop_devil_india_pale_ale,0,0,245100249088,"{""name"":""Hop Devil India Pale Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Menacingly delicious, with the powerful, aromatic punch of whole flower American hops backed up by rich, German malts. HopDevil Ale offers a roller coaster ride of flavor, coasting to a smooth finish that satisfies fully."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,5,1
+montana_brewing-espresso_porter,0,0,244879458306,"{""name"":""Espresso Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+roost_brewery-pale_ale,0,0,245002534913,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roost_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+pivovar_klter_hradit-tmave_10_dark_beer,0,0,244984774658,"{""name"":""Tmavé 10% / Dark Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_klter_hradit"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+govnor_s_public_house-black_forest,0,0,244627734530,"{""name"":""Black Forest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""govnor_s_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,49,1
+hc_berger_brewing-chocolate_stout,0,0,244739014657,"{""name"":""Chocolate Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hc_berger_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+hereford_hops_restaurant_and_brewpub_1-cleary_red,0,0,244757037058,"{""name"":""Cleary Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_restaurant_and_brewpub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,57,1
+licher_privatbrauerei-export_premium,0,0,244757692416,"{""name"":""Export Premium"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""licher_privatbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+pike_pub_and_brewery-pale_ale,0,0,244985102337,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,11,1
+harpoon_brewery_boston,0,0,244747796482,"{""name"":""Harpoon Brewery - Boston"",""city"":""Boston"",""state"":""Massachusetts"",""code"":""2210"",""country"":""United States"",""phone"":""1-888-HARPOON"",""website"":""http://www.harpoonbrewery.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""306 Northern Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3465,""lon"":-71.0338}}",1,34,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2005_whisky,0,0,244748320770,"{""name"":""Harvest Ale 2005 (Whisky)"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+moosehead_breweries_ltd,0,0,244871790595,"{""name"":""Moosehead Breweries Ltd."",""city"":""Saint John"",""state"":""New Brunswick"",""code"":"""",""country"":""Canada"",""phone"":""(506) 635-7000"",""website"":""http://www.moosehead.ca/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""89 Main Street, PO Box 3100, Station B""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.2578,""lon"":-66.0984}}",1,37,1
+slab_city_brewing,0,0,244984184834,"{""name"":""Slab City Brewing"",""city"":""Bonduel"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.7403,""lon"":-88.4448}}",1,8,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-thomas_kemper_hefeweizen,0,0,244983332865,"{""name"":""Thomas Kemper HefeWeizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,7,1
+old_hat_brewery-tripel,0,0,244863336449,"{""name"":""Tripel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+mickey_finn_s_brewery-wheat_ale,0,0,244881227779,"{""name"":""Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+titletown_brewing-march_marzen,0,0,245098414081,"{""name"":""March Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,2,1
+the_nook_brewhouse,0,0,245118730242,"{""name"":""The Nook Brewhouse"",""city"":"""",""state"":"""",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2011-02-10 01:47:16"",""description"":"""",""address"":[]}",1,48,1
+russian_river_brewing-blind_pig_ipa,0,0,245004435458,"{""name"":""Blind Pig IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Blind Pig IPA was originally brewed by Vinnie at Blind Pig Brewing Co. in Temecula CA. Inspired by the original Blind Pig IPA, this beer is loaded with hop character but only has 6.0% ABV."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,56,1
+harpoon_brewery_windsor-harpoon_ipa,0,0,244754481152,"{""name"":""Harpoon IPA"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""harpoon_brewery_windsor"",""updated"":""2010-07-22 20:00:20"",""description"":""From their site:\r\n\r\n\""Harpoon IPA is an interpretation of the classic English style using hops and malt grown in the United States.\""\r\n\r\n...\r\n\r\n\""The high hopping of Harpoon IPA is not only noticeable in the nose but especially in the finish. The lingering bitter finish of this beer is not harsh or astringent, but crisp and pronounced. This is created, in part, by dry hopping – a technique that involves adding fresh hops to the conditioning beer to provide a fresh hop aroma.\r\n\r\nThis beer is floral, medium body with an aggressive, clean hop finish.\""\r\n\r\n----\r\n\r\nThis has been my year-round favorite since moving to Boston in 2004.  It is the nectar of the gods.  Seriously, it's a nicely balanced, hoppy IPA that isn't overpowering.  Also, it can be consumed in huge quantities with no hangover."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,50,1
+midnight_sun_brewing_co-midnight_sun_kolsch,0,0,244864188417,"{""name"":""Midnight Sun Kolsch"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the talented brewers of Midnight Sun comes an incredible, beautifully bright and sunny golden ale. Every sip entices the taste buds with a bold balance of pils malt and noble hops. Midnight Sun Kolsch is a traditional German-style beer that unites the liveliness of an ale with the crispness of a lager for real refreshment any time of year. \r\n\r\nCreating a beer that truly serves both newcomers to craft beer as well as avid beer aficionados is no easy task. Midnight Sun Kolsch brewers struck gold with this beer...and now you can too. \r\n\r\nAvailability:\r\nAK - draft (year-round)""}",1,17,1
+pennsylvania_brewing-weizen,0,0,244996898816,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennsylvania_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,39,1
+water_street_brewery-old_world_oktoberfest,0,0,245744730113,"{""name"":""Old World Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,4,1
+yards_brewing-poor_richard_s_tavern_spruce_ale,0,0,245744926720,"{""name"":""Poor Richard's Tavern Spruce Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed to celebrate Ben's 300th birthday.\r\n\r\nWhether Ben Franklin ever said, \""Beer is living proof that God loves us and wants us to be happy\"" is up for debate. Some say he said it, others say he didn't. No one knows for sure. \r\n\r\nHistorical facts or fictions aside, Yards Brewing Company has recreated Poor Richard's Tavern Spruce Ale™ to celebrate Franklin's affinity for fine ales. Poor Richard's Tavern Spruce Ale is based on Franklin's original recipe, which called for spruce essence and molasses, as barley and hops were not readily available at the time.\r\n\r\nEnjoy a taste of history courtesy of Yards Brewing Company, Philadelphia's premier brewer and bottler."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,6,1
+orlio_organic-orlio_seasonal_india_pale_ale,0,0,244879196160,"{""name"":""Orlio Seasonal India Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orlio_organic"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong but smooth medium-bodied copper ale with a furity nose, big dry hop flavor, and assertive hop bite that rest upon a subtle but supportive background of complex malt flavors."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,54,1
+ridgeway_brewing-bitter,0,0,244987068417,"{""name"":""Bitter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+privater_brauereigasthof_greifenklau-weizen,0,0,244986609665,"{""name"":""Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privater_brauereigasthof_greifenklau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,15,1
+sabmiller_india-haywards_5000,0,0,244986019840,"{""name"":""Haywards 5000"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Country of origin:  India \r\nBeer type:  Lager  \r\nAlcohol content by volume: < 7.5% by volume  \r\nCarbohydrates: - \r\nTaste:  full bodied malty flavour  \r\nMalts:  Indian malts, 6 row barley  \r\nHops:  German hop extract (CO2) & Indian hop palate  \r\nColour:  Golden yellow  \r\nAvailability:  India - all seasons, South East Asia, Middle East and Europ \r\nFermentation process: Bottom-fermented  \r\nServing temperature:  7 - 9 °C  \r\nPackaging:  650 ml and 330 ml Indian standard glass amber bottle ; 500 ml Non returnable bottles ; 500 ml cans and 330 ml cans ( in select markets) \r\n \r\nhttp://www.sabmiller.in/brands_haywards_5000.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+victory_brewing-old_horizontal,0,0,245116043266,"{""name"":""Old Horizontal"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A luxurious, warming barleywine rich with aromatic hops and dark, candied fruit character that hides its epic strength masterfully."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,41,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_celebration_ale_2006,0,0,244746944516,"{""name"":""Hitachino Nest Celebration Ale 2006"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+midnight_sun_brewing_co-earth_belgian_style_chocolate_milk_stout,0,0,244872118272,"{""name"":""Earth - Belgian Style Chocolate Milk Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Mother Earth is the rich fertile “living” planet. Our EARTH combines pale and dark malts for essential body. Cocoa nibs—decadent chocolate in its most elemental form—add distinction. Lush lactose creates incredible creaminess. But Earth gains amazing ground with extensive aging on Bergenfield extra dark cocoa."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,38,1
+t_r_theakston-old_peculier,0,0,245101887489,"{""name"":""Old Peculier"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_r_theakston"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+pennichuck_brewing_company-shouboushi_ginger_pilsner,0,0,244994080769,"{""name"":""Shouboushi Ginger Pilsner"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,33,1
+fish_brewing_company_fish_tail_brewpub-organic_amber_ale,0,0,244614823936,"{""name"":""Organic Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""fish_brewing_company_fish_tail_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""Medium-bodied with an appealing amber hue, this is the First Ale of the Republic. Its organic pale, Munich, and crystal malts create a gentle sweet character that is difficult to resist.  From organic Hallertauer hops come a zesty flavor and aroma that beautifully balance Organic Amber's malt profile. The result: Truly delicious ale that salutes organic farmers and all the goodness they bring to our tables."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,19,1
+green_bay_brewing-framboise,0,0,244741439488,"{""name"":""Framboise"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,18,1
+ridgeway_brewing,0,0,244992180224,"{""name"":""Ridgeway Brewing"",""city"":""South Stoke"",""state"":""Oxford"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01491)-873474"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6 Chapel Close""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.5462,""lon"":-1.1355}}",1,28,1
+water_street_brewery-english_brown_ale,0,0,245744795648,"{""name"":""English Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,5,1
+moon_river_brewing_company-road_trip_hard_cider,0,0,244879458307,"{""name"":""Road Trip Hard Cider"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This hard cider is fresh-pressed with delicious, sweet-tart \""Pink Lady\"" apples from the Mercier Orchards in the North Georgia mountains."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,55,1
+roost_brewery,0,0,245002534914,"{""name"":""Roost Brewery"",""city"":""Campbell"",""state"":""California"",""code"":""95008"",""country"":""United States"",""phone"":""1-408-866-2699"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 East Campbell Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":37.2869,""lon"":-121.946}}",1,52,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-best_brown,0,0,244984840192,"{""name"":""Best Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,10,1
+great_basin_brewing_company,0,0,244753891328,"{""name"":""Great Basin Brewing Company"",""city"":""Sparks"",""state"":""Nevada"",""code"":""89431"",""country"":""United States"",""phone"":""(775) 355-7711"",""website"":""http://greatbasinbrewingco.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Great Basin Brewing Co. makes fresh hand-crafted beer right before your eyes using the finest American & European grains, hops & yeast. The rugged beauty and free spirit of this region have inspired the creation of the brewery and the beers that you enjoy. We invite you to celebrate our heritage with us."",""address"":[""846 Victorian Ave""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.5349,""lon"":-119.754}}",1,49,1
+hook_norton_brewery,0,0,244739014658,"{""name"":""Hook Norton Brewery"",""city"":""Hook Norton"",""state"":""Oxford"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01608)-730384"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brewery Lane""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.9966,""lon"":-1.4922}}",1,12,1
+hereford_hops_steakhouse_and_brewpub_3-whitetail_ale,0,0,244757037059,"{""name"":""Whitetail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hereford_hops_steakhouse_and_brewpub_3"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+lift_bridge_brewery-lift_bridge_pale_ale,0,0,244757692417,"{""name"":""Lift Bridge Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lift_bridge_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Well balanced amber pale ale accentuated by multiple additions of floral Cascade hops and our unique introduction of grapefruit zest to compliment the citrus notes of the hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+pivovar_hradec_krlov-lion_lev_export_lager,0,0,244985167872,"{""name"":""Lion Lev Export Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_hradec_krlov"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+high_falls_brewing-dundee_stout,0,0,244747796483,"{""name"":""Dundee Stout"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+karl_strauss_brewery_gardens_sorrento_mesa-padre_porter,0,0,244748320771,"{""name"":""Padre Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""karl_strauss_brewery_gardens_sorrento_mesa"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+nelson_brewing,0,0,244871856128,"{""name"":""Nelson Brewing"",""city"":""Nelson"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-250-352-3582"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""512 Latimer Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.4884,""lon"":-117.29}}",1,37,1
+socorro_springs_brewing-pick_axe_ipa,0,0,245101101056,"{""name"":""Pick Axe IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""socorro_springs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,8,1
+rahr_sons_brewing_company-stormcould_ipa,0,0,244983398400,"{""name"":""Stormcould IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""During a fierce storm on his voyage across the ocean, William Rahr could be heard yelling from the tall masted ship: \""Roll on old sea! And when you are done, when the storm clouds have destroyed themselves, we will still be standing and drinking!\"" Today, we have created the ultimate ale for a voyage such as this: A German-Style IPA - a traditional India Pale Ale with German Influence."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+on_tap_bistro_brewery-hop_maniac_ipa,0,0,244863336450,"{""name"":""Hop Maniac IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+midnight_sun_brewing_co-imperial_chocolate_pumpkin_porter,0,0,244881293312,"{""name"":""Imperial Chocolate Pumpkin Porter"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Intriguing doses of sweet spices, dark cocoa and pumpkin transform an exceptional porter into a\r\nmesmerizing potion. Pour this tantalizing brew into a snifter and seek solace in the depths of its fascinating flavors. Cinnamon, nutmeg and cloves seem familiar but this brew is cloaked in deep, dark secrets that will forever haunt you.\r\n\r\nThis beer is like nothing you have ever experienced. It is a majestic mélange of rich, impressive flavors that meld wonderfully with the\r\nwarmth of alcohol. Will it appease or awaken your spirit?"",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,59,1
+tommyknocker_brewery_and_pub-red_eye_lager,0,0,245098414082,"{""name"":""Red Eye Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+the_st_louis_brewrey-pale_ale,0,0,245118795776,"{""name"":""Pale Ale"",""abv"":4.4,""ibu"":25.0,""srm"":13.5,""upc"":0,""type"":""beer"",""brewery_id"":""the_st_louis_brewrey"",""updated"":""2011-02-10 07:51:20"",""description"":""APPEARANCE: Amber red, bright\nPROCESS: Classic English\nHOPS: East Kent Goldings (UK), Northdown (UK), Pilgrim (UK)\nMALTS: 2-Row and Caramel Malted Barley\nYEAST: London Ale\nOG: 11.2\nSRM: 13.5"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+sam_choy_s_breakfast_lunch_crab_big_aloha_brewery-ehu_ale,0,0,245004500992,"{""name"":""Ehu Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sam_choy_s_breakfast_lunch_crab_big_aloha_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,56,1
+hawks_brewing-super_natural_esb,0,0,244754546688,"{""name"":""Super Natural ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hawks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+millrose_brewing-country_ale,0,0,244864188418,"{""name"":""Country Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+pete_s_brewing,0,0,244996964352,"{""name"":""Pete's Brewing"",""city"":""San Antonio"",""state"":""Texas"",""code"":""78232"",""country"":""United States"",""phone"":""1-210-490-9128"",""website"":""http://www.peteswicked.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""14800 San Pedro Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":29.5761,""lon"":-98.4772}}",1,39,1
+zea_rotisserie_and_brewery-clearview_light,0,0,245744926721,"{""name"":""Clearview Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,6,1
+pabst_brewing_company-old_milwaukee,0,0,244879196161,"{""name"":""Old Milwaukee"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Old Milwaukee. A trusted, high quality beer that continually receives the highest awards and accolades from Beer experts across America. Old Milwaukee has a long history of celebrating \""Blue Collar\"" sensibility. Simply said, good beer at a fair price. Old Milwaukee has always represented America's core values: Honesty, integrity, hard work and love for your family.\r\n\r\nSpeaking of family, the Old Milwaukee Family has a beer that is right for you. Old Milwaukee when you want a full bodied, full flavor American Lager. OM Light when you are in the mood for a lighter tasting beer with fewer calories. And don't forget OMNA, our flavorful non-alcoholic beer for those moments when you want the taste of America' best tasting beer without the alcohol content."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+river_west_brewing-berliner_weisse,0,0,244987068418,"{""name"":""Berliner Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+raccoon_lodge_and_brewpub_cascade_brewing-ring_tail_pale_ale,0,0,244986609666,"{""name"":""Ring Tail Pale Ale"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ring Tail Pale is light in body and straw-gold in color, with a crisp hop finish. This beer is a great choice for domestic lager drinkers."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+saint_louis_brewery_schlafy_tap_room-schlafly_winter_esb,0,0,244986019841,"{""name"":""Schlafly Winter ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+water_street_brewery-irish_red_ale,0,0,245749579776,"{""name"":""Irish Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,41,1
+kostritzer_schwarzbierbrauerei,0,0,244747010048,"{""name"":""Köstritzer Schwarzbierbrauerei"",""city"":""Bad Köstritz"",""state"":""Thüringen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)36605-/-83-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Heinrich-Schtz-Strae 16""]}",1,31,1
+miller_brewing-miller_genuine_draft,0,0,244872183808,"{""name"":""Miller Genuine Draft"",""abv"":4.66,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Miller Genuine Draft debuted in 1985 with fresh, smooth flavor that's a result of being cold-filtered four times. As we capitalize on the growing trend towards \""mainstream sophistication,\"" MGD is positioned as the only beer refined to ideal smoothness for those who pursue their passion with integrity and conviction. For our target consumer, MGD is a brand that celebrates their experiences ... past, present, and future. Because, ultimately, in beer as in life, \""Experience is Golden.\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,38,1
+taylor_s_crossing_brewing-two_lions_pale_ale,0,0,245101887490,"{""name"":""Two Lions Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+pennsylvania_brewing,0,0,244994146304,"{""name"":""Pennsylvania Brewing"",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":""15212"",""country"":""United States"",""phone"":""1-412-237-9402"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""800 Vinial Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4569,""lon"":-79.9915}}",1,33,1
+furstlich_furstenbergische_brauerei,0,0,244614823937,"{""name"":""Fürstlich Fürstenbergische Brauerei"",""city"":""Donaueschingen"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)771-/-86-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Postplatz 1-4""]}",1,19,1
+hasserder_brauerei-premium_pils,0,0,244741439489,"{""name"":""Premium Pils"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hasserder_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+rock_bottom_restaurant_brewery_south_denver-walnut_buffalo_gold_premium_ale,0,0,244992180225,"{""name"":""Walnut Buffalo Gold Premium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_south_denver"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+western_reserve_brewing-cloud_nine_witbier,0,0,245744795649,"{""name"":""Cloud Nine Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""western_reserve_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,5,1
+moon_river_brewing_company-the_captains_porter,0,0,244879523840,"{""name"":""The Captains Porter"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our porter is a full bodied, semi-sweet dark ale, with distinct notes of caramel and chocolate. A touch of English grown Fuggles gives balance to the complex malty sweetness. Brewed in the loving memory of our Brew master's grandfather, the Captain."",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+sa_brain_co_ltd-traditional_welsh_ale,0,0,245002600448,"{""name"":""Traditional Welsh Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sa_brain_co_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-porter,0,0,244984840193,"{""name"":""Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,10,1
+great_divide_brewing-hibernation_ale,0,0,244753956864,"{""name"":""Hibernation Ale"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Great Divide’s award-winning Hibernation Ale is Colorado’s original strong ale – it has been our winter seasonal each year since 1995. Since that time, Hibernation has become the most sought-after winter beer in Colorado. Hibernation’s massive flavors are so intense that it requires over three months of aging each year. Each summer, while our brewers are still spending their weekends in flip-flops and shorts, they prepare for July’s Hibernation brewing schedule.\r\n\r\nWe cellar Hibernation until late October, when it reaches the peak of perfection. This lengthy aging process gives Hibernation its revered malty richness, complex hop profile and hearty warming character, which is perfect right out of the bottle or cellared for longer periods of time. Hibernation is a lively treat that really beats the winter chill. This scrumptious, collectible, and imminently cellarable ale is only available for six weeks each year, from November 1 to December 15.  Hibernation Ale is the perfect gift or accompaniment to your winter festivities."",""style"":""Old Ale"",""category"":""British Ale""}",1,49,1
+hoppin_frog_brewery-bodacious_black_and_tan,0,0,244739080192,"{""name"":""Bodacious Black and Tan"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppin_frog_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""I.P.A. and Stout converge for a really great flavor combination! The assertive, hoppy character of our Hoppin’ To Heaven I.P.A. is perfectly complimented by the intense, deep roasted taste of our B.O.R.I.S. Oatmeal-Imperial Stout.""}",1,12,1
+highland_brewing_company-kashmir_ipa,0,0,244757037060,"{""name"":""Kashmir IPA"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A brilliant, dry pale ale with an aggressive hop character balanced with a smooth finish. A bold beer best consumed with a stiff upper lip.\r\n\r\nIBU: 60\r\nAlcohol Content: 5.6% by volume\r\nHops: Stryian Goldings, Mt. Hood, Fuggles, Magnum, Willamette\r\n\r\n*Contains Wheat\r\n\r\nCalories per 12 oz 190.85\r\nCarbs per 12 oz 16.82"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+limburg_beer_company,0,0,244880703488,"{""name"":""Limburg Beer Company"",""city"":""Hawkes Bay"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""64-(06)-878-5542"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""500 Williams Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-39.6275,""lon"":176.854}}",1,58,1
+pivovar_podkov,0,0,244985233408,"{""name"":""Pivovar Podkov"",""city"":""Praha"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-326-356-222"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dkansk 201/10""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":50.0878,""lon"":14.4205}}",1,11,1
+highland_brewing_company-black_mocha_stout,0,0,244747862016,"{""name"":""Black Mocha Stout"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""highland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Highland's most robust beer, having a very malty body with a large, roasted chocolate flavor. It is black in color with a very clean finish and a moderate hop flavor.\r\n\r\nIBU: 25\r\nAlcohol content: 5.3% by volume\r\nHops: Chinook and Mt. Hood\r\n\r\n*Contains Wheat\r\n\r\nCalories per 12 oz. 216.81\r\nCarbs per 12 oz. 24.99"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+kirin_brewery_company_ltd-kirin_ichiban,0,0,244748386304,"{""name"":""Kirin Ichiban"",""abv"":4.95,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kirin_brewery_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""From Brewery's site:\r\n\r\nWith his gold label and Special Premium Reserve appellation, Ichiban outclasses and outperforms.\r\n\r\nIn 1990, Ichiban's debut made a splash in the world of super premium beers. The luxurious single wort (or first press) process yields a unique, complex flavor. With his gold label and \""Special Premium Reserve\"" appellation, Ichiban outclasses and outperforms. But don't be fooled by a snooty attitude -- this is a great beer that goes with anything.\r\n\r\nWhat makes Ichiban great\r\nProminent wort. Finest barley malt, premium hops, smooth finish, no bitter aftertaste.""}",1,35,1
+nicolet_brewing-classic_pilsener,0,0,244871856129,"{""name"":""Classic Pilsener"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+southern_tier_brewing_co-imperial_cherry_saison,0,0,245101166592,"{""name"":""Imperial Cherry Saison"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,8,1
+rogue_ales-dad_s_little_helper,0,0,244983463936,"{""name"":""Dad's Little Helper"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""\""This aint your Dads malt liquor\"" - Brewmaster John Maier \r\nAfter the death of his wife, Henry Jackson Smart was left to raise 6 young children alone. His courage, love, selflessness and dedication inspired his daughter, Sonora Smart Dodd, to organize the First Fathers Day on June 19th, 1910. In 1924 President Calvin Coolidge proclaimed the third Sunday in June as Fathers Day. President Nixon, in 1972, established it as a permanent day of national observance. \r\nDads is brewed with Harrington and Klages malts, Flaked Corn, Crystal Hops, Free Range Coastal Water, and Czech Pils Yeast. Available in the spring of 2005 in the classic 22-ounce Rogue micropiece.""}",1,7,1
+original_basil_t_s,0,0,244863336451,"{""name"":""Original Basil T's"",""city"":""Red Bank"",""state"":""New Jersey"",""code"":""7701"",""country"":""United States"",""phone"":""1-732-842-5990"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""183 Riverside Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.3532,""lon"":-74.0747}}",1,14,1
+moonlight_brewing-bombay_by_boat_ipa,0,0,244881293313,"{""name"":""Bombay by Boat IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moonlight_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+troegs_brewing-bavarian_lager,0,0,245098479616,"{""name"":""Bavarian Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Tröegs Bavarian Lager is an authentic German style lager, brewed with Munich malts, Hallertau Hops and fermented at cool temperatures followed by a full month of aging, or \""lagering\"", to impart a range of complex maltiness and subtle aromas only found in traditional German lagers."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+thirstybear_brewing-kozlov_stout,0,0,245118795777,"{""name"":""Kozlov Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+san_diego_brewing,0,0,245004500993,"{""name"":""San Diego Brewing"",""city"":""San Diego"",""state"":""California"",""code"":""92120"",""country"":""United States"",""phone"":""1-619-284-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10450-L Friars Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.7922,""lon"":-117.099}}",1,56,1
+hc_berger_brewing-red_raspberry,0,0,244754546689,"{""name"":""Red Raspberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hc_berger_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,50,1
+minneapolis_town_hall_brewery,0,0,244864253952,"{""name"":""Minneapolis Town Hall Brewery"",""city"":""Minneapolis"",""state"":""Minnesota"",""code"":""55454"",""country"":""United States"",""phone"":""1-612-339-8696"",""website"":""http://www.townhallbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1430 Washington Avenue South""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9732,""lon"":-93.2479}}",1,17,1
+prairie_rock_brewing_elgin-old_glory_american_pale,0,0,244996964353,"{""name"":""Old Glory American Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prairie_rock_brewing_elgin"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,39,1
+paulaner-hefe_weissbier,0,0,245003059200,"{""name"":""Hefe-Weißbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,54,1
+rock_bottom_restaurant_brewery_milwaukee-stillwater_stout,0,0,244987068419,"{""name"":""Stillwater Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+rail_house_restaurant_and_brewpub,0,0,244986675200,"{""name"":""Rail House Restaurant and Brewpub"",""city"":""Marinette"",""state"":""Wisconsin"",""code"":""54143"",""country"":""United States"",""phone"":""1-715-732-4646"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2029 Old Peshtigo Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.0851,""lon"":-87.6544}}",1,15,1
+sierra_nevada_brewing_co-bigfoot_1991,0,0,244986019842,"{""name"":""Bigfoot 1991"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+water_street_lake_country-pale_ale,0,0,245749579777,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,41,1
+magic_hat-howl,0,0,244869693440,"{""name"":""Howl"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""Born of dark and cold and snow in the marrow of the northeast's longest night, HOWL comes in on wailing winds with winter-weary eyes burning holes in sunless shadows. In its darkened depths out inner voids are warmed."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+miller_brewing,0,0,244872183809,"{""name"":""Miller Brewing"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":""53208"",""country"":""United States"",""phone"":""(414) 931-2000"",""website"":""http://www.millerbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Making the highest quality beer has been a passion of the Miller Brewing Company since its founder, Frederick J. Miller, began his brewing business in 1855. Since then, Miller Brewing has grown from a small local brewer to the second largest brewery in the U.S., with seven major breweries located across America."",""address"":[""3939 W. Highland Blvd""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0445,""lon"":-87.9626}}",1,38,1
+terrapin_beer_company,0,0,245101953024,"{""name"":""Terrapin Beer Company"",""city"":""Athens"",""state"":""Georgia"",""code"":""30606"",""country"":""United States"",""phone"":""1-888-557-2337"",""website"":""http://www.terrapinbeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""196 Alps Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.9459,""lon"":-83.4105}}",1,9,1
+pint_s_pub_brewery_and_freehouse-dark_star_esb,0,0,244994146305,"{""name"":""Dark Star ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pint_s_pub_brewery_and_freehouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+george_gale_company-prize_old_ale,0,0,244614823938,"{""name"":""Prize Old Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""george_gale_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,19,1
+hawks_brewing,0,0,244741439490,"{""name"":""Hawks Brewing"",""city"":""Roseburg"",""state"":""Oregon"",""code"":""97470"",""country"":""United States"",""phone"":""1-541-679-5778"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.2165,""lon"":-123.342}}",1,18,1
+rocky_river_brewing-oompa_loompa_chocolate_stout,0,0,244992180226,"{""name"":""Oompa Loompa Chocolate Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rocky_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+yazoo_brewing-onward_stout,0,0,245744795650,"{""name"":""Onward Stout"",""abv"":3.8,""ibu"":35.0,""srm"":45.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2011-04-17 12:33:50"",""description"":""The tan lace clings to the glass as you raise the pint to your lips. Close your eyes and smile as the rich espresso notes fade to a dry, roasted finish. Exceptionally smooth and satisfying. Made with English Pale malt, roasted barley, black patent malt, and flaked barley. Hopped with East Kent Goldings and Target hops, and fermented with our English ale yeast."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,5,1
+moorhouse_s_brewery_burnley,0,0,244879523841,"{""name"":""Moorhouse's Brewery (Burnley)"",""city"":""Burnley"",""state"":""Lancashire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01282)-422864"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4 Moorhouse Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":53.7864,""lon"":-2.2694}}",1,55,1
+santa_fe_brewing_company-freestyle_pilsner,0,0,245002600449,"{""name"":""Freestyle Pilsner"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""As its name suggests, this Pilsner does not like to be categorized. Inquiring whether it is a German, Czech, Bavarian, American, or any other style pilsner will result in an impatient sigh and the explanation that the whole philosophy behind this pilsner is that it does not fall into any categories. True, it is brewed with traditional ingredients (soft water, pilsner malt, saaz hops, and German yeast), but it is the way that these ingredients interact, and the characteristics of the yeast, that cause this particular pilsner to defiantly stand alone. The assertively hopped Freestyle pils exudes the flavor and the aroma of the classic Saaz hop (a tribute to “the original” pilsner), while maintaining enough body to balance but not overpower this hop’s pleasant, spicy tone. An unhurried lagering process so frequently overlooked by American craft brewers is strictly adhered to in the production of Freestyle, which makes this beer by far the most light, clean, and quenching beer in the Santa Fe Brewing Company’s line up."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,52,1
+pyramid_ales_brewery-sun_fest,0,0,244984840194,"{""name"":""Sun Fest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+great_lakes_brewing-dortmunder_gold,0,0,244754022400,"{""name"":""Dortmunder Gold"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_lakes_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth lager that strikes a delicate balance between sweet malt and dry hop flavors.""}",1,49,1
+hopworks_urban_brewery-hopworks_ipa,0,0,244739080193,"{""name"":""Hopworks IPA"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our namesake IPA is a Northwest classic. Generous additions of Amarillo, Centennial, and Ahtanum hops find their way into the kettle, hop-back, and dry-hop. This judicious use of the \""brewers spice\"" creates rich and resinous flavors of citrus fruit and pine. The finest organic Canadian pilsner malt and organic German Munich and Caramunich malts then bring balance to your new favorite beer."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+hudepohl_schoenling_brewing,0,0,244757102592,"{""name"":""Hudepohl-Schoenling Brewing"",""city"":""Cincinnati"",""state"":""Ohio"",""code"":""45242"",""country"":""United States"",""phone"":""1-513-984-6910"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10921 Reed Hartman Highway, Suite 329""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.2651,""lon"":-84.3799}}",1,57,1
+lwenbru_munich-premium_dark,0,0,244880703489,"{""name"":""Premium Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lwenbru_munich"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+pyramid_ales_brewery-pyramid_broken_rake,0,0,244985233409,"{""name"":""Pyramid Broken Rake"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Mahogany in color, this full-bodied ale features a floral aroma and malty finish for a taste that's the perfect accompaniment to a crisp autumn afternoon."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,11,1
+issaquah_brewhouse-two_frog_dubbel,0,0,244747862017,"{""name"":""Two Frog Dubbel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""issaquah_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+kiuchi_shuzou_goushi_kaisya-hitachino_nest_espresso_stout,0,0,244748386305,"{""name"":""Hitachino Nest Espresso Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kiuchi_shuzou_goushi_kaisya"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+oak_creek_brewery-forty_niner_gold_lager,0,0,244871856130,"{""name"":""Forty-Niner Gold Lager"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+southern_tier_brewing_co-krampus_imperial_helles_lager,0,0,245101232128,"{""name"":""Krampus Imperial Helles Lager"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""St. Nicholas, aka Santa Claus, is a magical figure, the bringer of gifts and an icon of holiday spirit. Forgotten by most is his evil side kick and enforcer of ‘the list’. European tradition says while St. Nick is busy delivering presents to good little boys and girls, Krampus hands out punishments to the bad. A fanged, goat-horned bully, the Christmas Devil uses sticks and chains to beat the naughty children. Dark malts and aromatic hops create the diabolical spirit of this brew. It is finished with lager yeast and aged cold for no less than 30 days. This Imperial Helles Lager will warm even the darkest hearts. \r\n\r\nThis season, replace the cookies with a bottle of Krampus. If he happens to pay a visit, toast to him with this devilish brew. Merry Kramp-mas to all, and to all a good pint!\r\n9.0% abv. • 20º plato • Imperial Helles Lager • 22 oz / 1/6 keg""}",1,8,1
+roots_organic_brewing-woody_organic_ipa,0,0,244983463937,"{""name"":""Woody Organic IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roots_organic_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+orkney_brewery-dragonhead_stout,0,0,244863401984,"{""name"":""Dragonhead Stout"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orkney_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Dragonhead is a legendary stout: dark, intense and fully-flavoured, it is our tribute to the Vikings and their cultural legacy in Orkney.\r\n\r\nOn the nose, this black stout has a smooth roasted malt aroma giving bitter chocolate, dark roasted coffee and Smokey notes balanced by hints of spicy Goldings hop.\r\n\r\nOn the palate, the dark roasted malts combine to give a rich, rounded palate with chocolate, toast and nut flavours, with a satisfying spicy hop finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,14,1
+moosehead_breweries,0,0,244881293314,"{""name"":""Moosehead Breweries"",""city"":""Saint John"",""state"":""New Brunswick"",""code"":""0"",""country"":""Canada"",""phone"":""1-506-635-7000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""89 Main Street West""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.2567,""lon"":-66.096}}",1,59,1
+two_brothers_brewing-brown_ale,0,0,245098479617,"{""name"":""Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,2,1
+thomas_hooker_brewing-american_pale_ale,0,0,245118795778,"{""name"":""American Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thomas_hooker_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Thomas Hooker American Pale Ale is an extremely vivid, medium-bodied brew. Hooker Pale Ale stresses the crisp bitterness, lingering resin flavor, and aroma of American hops which are characteristic of the most distinctive West Coast Ales. The caramel sweetness of the malt balances the chock-full-of-hops flavor to yield a complex but quite refreshing brew."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,48,1
+san_marcos_brewery_grill-amber_ale,0,0,245004566528,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,56,1
+heavenly_daze_brewery_and_grill-porcupine_porter,0,0,244754612224,"{""name"":""Porcupine Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+moon_river_brewing_company-georgi_belgique,0,0,244864253953,"{""name"":""Georgi-Belgique"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moon_river_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,17,1
+privater_brauereigasthof_greifenklau-lagerbier,0,0,244997029888,"{""name"":""Lagerbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privater_brauereigasthof_greifenklau"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+pivzavod_baltika,0,0,245003124736,"{""name"":""Pivzavod Baltika /"",""city"":""Sankt-Peterburg"",""state"":""Sankt-Peterburg"",""code"":"""",""country"":""Russia"",""phone"":""7-812-329-91-01"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Promzona Parnas-4, 6 Proyezd, 9 Kvartal""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":59.939,""lon"":30.3158}}",1,54,1
+route_66_brewery-mile_marker_amber_lager,0,0,244987133952,"{""name"":""Mile Marker Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+river_west_brewing-doubledecker_doppelbock,0,0,244986675201,"{""name"":""Doubledecker Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,15,1
+st_georgenbru_modschiedler_kg,0,0,245103984640,"{""name"":""St. GeorgenBru Modschiedler KG"",""city"":""Buttenheim"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9545-/-446-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Marktstrae 12""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.802,""lon"":11.0324}}",1,13,1
+youngs_company_brewery-special_london_ale,0,0,245749645312,"{""name"":""Special London Ale"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,41,1
+mambo_beer,0,0,244869758976,"{""name"":""Mambo Beer"",""city"":""Mequon"",""state"":""Wisconsin"",""code"":""53092"",""country"":""United States"",""phone"":""1-888-548-3754"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""10920 North Port Washington Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.2167,""lon"":-87.924}}",1,31,1
+millrose_brewing-dark_star,0,0,244872183810,"{""name"":""Dark Star"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,38,1
+the_livery,0,0,245101953025,"{""name"":""The Livery"",""city"":""Benton Harbor"",""state"":""Michigan"",""code"":""49022"",""country"":""United States"",""phone"":""(269) 925-8760"",""website"":""http://liverybrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""All of our Hand Forged Microbrews here at the Livery are painstakingly created by brewmaster Steve Berthel and his assistant, Wally Rouse, on a 10bbl. system of his own design. Closed fermenters allow for the use of many different yeast strains to assure that all our beer styles have their own unique flavor profile. Many of our high gravity beers are aged in a selection of oak barrels for up to a year.  We feature 3 real ales every day, poured to perfection from our antique beer engines. Every 4th. Sunday of the month is Freakin' Firkin Sunday where we have live Irish Music, home made Ruebens, and 2 Firkins of real ale. We do not bottle our beer at this time, but we do offer our beer to retailers in 1/4 bbls. or 1/2 bbls. Please feel free to contact Steve at steve@liverybrew.com for more info. on distribution in your area. Cheers!"",""address"":[""190 5th Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.1185,""lon"":-86.4537}}",1,9,1
+pizzeria_uno_chicago_grill_brewery,0,0,244994146306,"{""name"":""Pizzeria Uno Chicago Grill & Brewery"",""city"":""Metuchen"",""state"":""New Jersey"",""code"":""8840"",""country"":""United States"",""phone"":""1-732-548-7979"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""61 US Highway 1 South""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":37.2283,""lon"":-77.3903}}",1,33,1
+gottberg_brew_pub-double_gueuze_discontinued,0,0,244614889472,"{""name"":""Double Gueuze (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""gottberg_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,19,1
+heavenly_daze_brewery_and_grill-rainbow_trout_stout,0,0,244741505024,"{""name"":""Rainbow Trout Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavenly_daze_brewery_and_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,18,1
+rocky_river_brewing,0,0,244992180227,"{""name"":""Rocky River Brewing"",""city"":""Rocky River"",""state"":""Ohio"",""code"":""44116"",""country"":""United States"",""phone"":""1-440-895-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""21290 Center Ridge Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.4623,""lon"":-81.856}}",1,28,1
+yuengling_son_brewing-yuengling_bock_beer,0,0,245744861184,"{""name"":""Yuengling Bock Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In celebration of our 180th Anniversary year, the marketplace will see one of the first seasonal offerings from the Yuengling Brewery in many years. Yuengling has produced a Bock Beer in its long and storied past, and we have now reinvented that product for limited release in 2009. The new brew is dark brown in color and offers exceptional flavor that lives up to the quality Yuengling drinkers have grown to expect.\r\n\r\nYuengling Bock Beer will be offered in ½ barrels only, beginning in late February and lasting for approximately 8-10 weeks. Let’s all raise a pint of Yuengling Bock and celebrate the 180th Anniversary year!"",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,5,1
+north_coast_brewing_company-acme_california_ipa,0,0,244879523842,"{""name"":""Acme California IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Acme IPA is profoundly hoppy, finished with over a pound of fresh whole hops per barrel. The result of this generous hopping is a beer that is deliciously dry, and eminently drinkable in spite of its apparent strength."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,55,1
+schloss_eggenberg-samichlaus_bier_2003,0,0,245002665984,"{""name"":""Samichlaus Bier 2003"",""abv"":14.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schloss_eggenberg"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,52,1
+river_horse_brewing_company-river_horse_special_ale,0,0,244984905728,"{""name"":""River Horse Special Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""It's been with us from the start and hasn't changed since that first brew way back in 1996. Ample quantities of caramel malt give this English ale a soft copper hue and the colorful addition of carapils malt adds a slight sweetness you might mistake for honey."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,10,1
+greene_king-abbot_ale,0,0,244754022401,"{""name"":""Abbot Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""greene_king"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+idaho_brewing-dr_hops_amber_ale,0,0,244739080194,"{""name"":""Dr. Hops Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""idaho_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+independence_brew_pub-oatmeal_stout,0,0,244757102593,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""independence_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,57,1
+maclay_and_co-eighty_shilling_export_ale,0,0,244880834560,"{""name"":""Eighty Shilling Export Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maclay_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+rock_bottom_restaurant_brewery_san_jose-brown_bear_brown_ale,0,0,244985298944,"{""name"":""Brown Bear Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+jacob_leinenkugel_brewing_company-leinenkugel_s_summer_shandy,0,0,244747927552,"{""name"":""Leinenkugel's Summer Shandy"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Get a taste of the freshest flavor under the sun - Leinenkugel’s Summer Shandy. A shandy is a lemonade flavored beer, a European favorite during the warmer months. And the light, crisp flavor makes it a great summer refresher. Each batch is carefully brewed using the finest wheat, malted barley and just a hint of real Wisconsin honey. Then, our brewmasters mix in fresh lemonade and citrus flavors to create an adventurous taste that’s perfect for those lazy days of summer."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,34,1
+labatt_ontario_breweries-labatt_blue_light,0,0,244748451840,"{""name"":""Labatt Blue Light"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Blue Light was introduced in 1983 as a lower alcohol, lower calorie version of Canada’s most popular brand. Blue Light uses specially selected North American aromatic hops and the same strain of lager yeast as the one used to produce Labatt Blue. The result is a crisp, clean and delicately balanced beer, with a slight sweetness and citrus-like hop character."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,35,1
+oldenberg_brewery,0,0,244871921664,"{""name"":""Oldenberg Brewery"",""city"":""Fort Mitchell"",""state"":""Kentucky"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.0472,""lon"":-84.5599}}",1,37,1
+spilker_ales-cortland_autumn_discontinued,0,0,245101297664,"{""name"":""Cortland Autumn (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spilker_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+routh_street_brewery_and_grille,0,0,244983529472,"{""name"":""Routh Street Brewery and Grille"",""city"":""Dallas"",""state"":""Texas"",""code"":""75201"",""country"":""United States"",""phone"":""1-214-922-8835"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.789,""lon"":-96.7989}}",1,7,1
+otto_s_pub_and_brewery-double_d_ipa,0,0,244863401985,"{""name"":""Double D IPA"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hopheads rejoice!  This strong IPA takes the style to a new level.  It's a big Imperial IPA packed with Nugget, Palisade, and Amarillo hops.  ABV  8.2%"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,14,1
+moosejaw_pizza_dells_brewing_company,0,0,244881293315,"{""name"":""Moosejaw Pizza & Dells Brewing Company"",""city"":""Wisconsin Dells"",""state"":""Wisconsin"",""code"":""53965"",""country"":""United States"",""phone"":""1-608-254-1122"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""110 Wisconsin Dells Parkway South""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.5907,""lon"":-89.7939}}",1,59,1
+two_brothers_brewing-ebelweiss,0,0,245098479618,"{""name"":""Ebelweiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,2,1
+triumph_brewing_of_princeton-helles_lager,0,0,245118795779,"{""name"":""Helles Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+san_marcos_brewery_grill-winter_wheat,0,0,245004566529,"{""name"":""Winter Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+high_falls_brewing-dundee_pale_ale,0,0,244754612225,"{""name"":""Dundee Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Behold the hop. A flower, but too unsightly to be used for decoration. The ugly duckling of the flower family. \r\n\r\nOh, but the secret it holds. Soak it in some water with the right companions and it surrenders its bouquet to use a corny flower metaphor. That unique hop flavor is the difference between a fine pale ale and more ordinary beers. \r\n\r\nDundee Pale Ale understands the secret of the hop flower—the power to turn an ordinary beer into something extraordinary. \r\n\r\nAnd the power to make you indescribably hoppy. \r\n\r\nA wonderfully balanced true pale ale. Cascade, Tomahawk, and Amarillo hops create a citrusy aroma with a smooth, crisp finish. A subdued malt character nicely complements the hop complexity and produces an orangey amber hue."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+new_glarus_brewing_company-spotted_cow,0,0,244864253954,"{""name"":""Spotted Cow"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Cask conditioned ale has been the popular choice among brews since long before prohibition. We continue this pioneer spirit with our Wisconsin farmhouse ale. Brewed with flaked barley and the finest Wisconsin malts. We even give a nod to our farmers with a little hint of corn. \r\n\r\nNaturally cloudy we allow the yeast to remain in the bottle to enhance fullness of flavors, which cannot be duplicated otherwise. \r\n\r\nExpect this ale to be fun, fruity and satisfying. You know you're in Wisconsin when you see the Spotted Cow."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,17,1
+rowland_s_calumet_brewery-calumet_amber,0,0,244997029889,"{""name"":""Calumet Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rowland_s_calumet_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+pizzeria_uno_chicago_grill_brewery-oatmeal_stout,0,0,245003190272,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizzeria_uno_chicago_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+route_66_brewery-streamline_oatmeal_stout,0,0,244987133953,"{""name"":""Streamline Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+rock_art_brewery-the_vermonster,0,0,244986740736,"{""name"":""The Vermonster"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_art_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""We brewed THE VERMONSTER with 110 pounds of malt per barrel and jacked up the pour into a wide mouth thin glass goblet. For an amazing pairing get some Smoked Gouda from Taylor Farm Cheese and a friend!"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,15,1
+steel_brewing,0,0,245104050176,"{""name"":""Steel Brewing"",""city"":""Longview"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.5007,""lon"":-94.7405}}",1,13,1
+margaritaville_brewing_company,0,0,244869758977,"{""name"":""Margaritaville Brewing Company"",""city"":""Jacksonville"",""state"":""Florida"",""code"":""32209"",""country"":""United States"",""phone"":""(877) 742-7501"",""website"":""http://www.landsharklager.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":30.3617,""lon"":-81.6966}}",1,31,1
+milwaukee_ale_house,0,0,244872249344,"{""name"":""Milwaukee Ale House"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":""53202"",""country"":""United States"",""phone"":""1-414-226-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""233 North Water Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0334,""lon"":-87.9093}}",1,38,1
+three_floyds_brewing-arctic_panzer_wolf,0,0,245102018560,"{""name"":""Arctic Panzer Wolf"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A dry and stupendously hopped medium bodied Imperial IPA brewed with Canadian two-row malt, dextrose sugar and lots of American hops. Arctic Panzer Wolf has superior aromas of marmalade, white wine, pine and apricot all mixed with an intense American hop bitterness."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,9,1
+platte_valley_brewing,0,0,244994146307,"{""name"":""Platte Valley Brewing"",""city"":""Kearney"",""state"":""Nebraska"",""code"":""68847"",""country"":""United States"",""phone"":""1-308-237-0751"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""14 East Railroad""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.6954,""lon"":-99.0812}}",1,33,1
+granville_island_brewing_company,0,0,244741636096,"{""name"":""Granville Island Brewing Company"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-687-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1441 Cartwright Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":34.396,""lon"":-119.521}}",1,19,1
+heavyweight_brewing-old_salty,0,0,244741505025,"{""name"":""Old Salty"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heavyweight_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+rubicon_brewing-blond_barleywine,0,0,244992245760,"{""name"":""Blond Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rubicon_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+odell_brewing-5_barrel_pale_ale,0,0,244879589376,"{""name"":""5 Barrel Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The distinctive hop character of our 5 Barrel Pale Ale is due to the extraction of essential oils from select hops. We treat 5 Barrel Pale Ale to an infusion of fresh whole hop flowers in the Hop Back and the Fermentor, as well as four hop additions during the kettle boil. We like how this gives the beer a fresh, lively flavor and aroma."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,55,1
+seabright_brewery-oktoberfest,0,0,245002665985,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,52,1
+roffey_brewery,0,0,244984905729,"{""name"":""Roffey Brewery"",""city"":""Holland"",""state"":""Michigan"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.7875,""lon"":-86.1089}}",1,10,1
+haarlems_biergenootschap_jopen,0,0,244754022402,"{""name"":""Haarlems Biergenootschap Jopen"",""city"":""Haarlem"",""state"":"""",""code"":"""",""country"":""Netherlands"",""phone"":""31-23-533-41-14"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""R Pereboomweg 13 achter""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.3795,""lon"":4.6377}}",1,49,1
+iron_hill_brewery_wilmingon-russian_imperial_stout,0,0,244739145728,"{""name"":""Russian Imperial Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+irish_brewing_company,0,0,244757102594,"{""name"":""Irish Brewing Company"",""city"":""Newbridge"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Newbridge Industrial Estate""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.4863,""lon"":-6.168}}",1,57,1
+mad_crab_restaurant_and_brewery-winter_ale,0,0,244880834561,"{""name"":""Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_crab_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+routh_street_brewery_and_grille-bavarian_wheat,0,0,244985298945,"{""name"":""Bavarian Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,11,1
+jacob_leinenkugel_brewing_company-northwoods_lager,0,0,244747927553,"{""name"":""Northwoods Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+labatt_ontario_breweries-labatt_wildcat,0,0,244748451841,"{""name"":""Labatt Wildcat"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Wildcat is a popular priced, quality lager introduced in 1993. Conventional brewing processes are used to produce a quality mainstream lager using corn adjunct to deliver a light, dry flavour."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,35,1
+pacific_beach_brewhouse-rudolf_red_barleywine,0,0,244871921665,"{""name"":""Rudolf Red Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_beach_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+steamworks-frambozen,0,0,245101297665,"{""name"":""Frambozen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""A ruby-red raspberry beer with a luscious, pink head\r\n\r\nOur Frambozen is inspired by the centuries old Belgian tradition of brewing beer with raspberries. This high gravity brew undergoes a slow second fermentation with tons of fresh, whole Fraser Valley raspberries. The result is a ruby-red fruit beer with a intense raspberry flavour, a nice tart finish and a luscious pink head."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,8,1
+ruppaner_brauerei-hecker_dunkel,0,0,244983529473,"{""name"":""Hecker Dunkel"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+oy_sinebrychoff_ab,0,0,244863467520,"{""name"":""Oy Sinebrychoff AB"",""city"":""Kerava"",""state"":"""",""code"":"""",""country"":""Finland"",""phone"":""358-(09)-294-991"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Sinebrychoffinaukio 1""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":60.381,""lon"":25.1102}}",1,14,1
+mudshark_brewing,0,0,244881293316,"{""name"":""Mudshark Brewing"",""city"":""Lake Havasu City"",""state"":""Arizona"",""code"":""86403"",""country"":""United States"",""phone"":""1-928-453-2981"",""website"":""http://www.mudsharkbrewingco.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""210 Swanson Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.4686,""lon"":-114.341}}",1,59,1
+tyskie_browary_ksiazece-tyskie_gronie,0,0,245098545152,"{""name"":""Tyskie Gronie"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyskie_browary_ksiazece"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,2,1
+troegs_brewing-scratch_8_2008,0,0,245118861312,"{""name"":""Scratch #8 2008"",""abv"":10.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Revisiting Scratch #3, we take the same Tripel recipe, add beet and cane sugars to the kettle, and run the wort through our hopback brimming with juniper berries, coriander and yarrow flowers.\r\n\r\nInspired by the herbaceous nose of gin, the berries and flowers give a slight pine/citrus aroma with floral undertones. Scratch #8 has a dry, yeasty finish and noticeable alcohol warming when consumed."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,48,1
+schofferhofer,0,0,245004566530,"{""name"":""Schöfferhofer"",""city"":""Frankfurt/Main"",""state"":""Hessen"",""code"":""60598"",""country"":""Germany"",""phone"":"""",""website"":""http://www.schoefferhofer.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Darmstädter Landstrasse 185""]}",1,56,1
+hubcap_brewery_and_kitchen-pale_ale,0,0,244754612226,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hubcap_brewery_and_kitchen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+new_holland_brewing_company-mad_hatter_ipa,0,0,244864319488,"{""name"":""Mad Hatter IPA"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Dry-hopping provides a distinctive and floral hop aroma, while the lively and hoppy body is subtly balanced with delicious malt notes. Hatter’s hop character makes it a great fit for spicy dishes, bitter greens and beef."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+roy_pitz_brewing_company-lovitz_lager_watermelon_lager,0,0,244997095424,"{""name"":""Lovitz Lager \""Watermelon Lager\"""",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This summertime lager is both smooth and refreshing as soon as it hits the lips. We take so much pride in it because there is truly nothing else like it on the market. We brew this American Style Lager beer with three types of malt: pilsner, pale and carafoam which enhance the head retention of this beer. We then gingerly scatter some very light floral hops at the beginning to give it some esters and sweetness that compliment the watermelon. The true magic of this beer does not occur in the brewing process but in the conditioning vessel. This is where we add the best farm fresh local watermelon and than push the beer into it, allowing it to sit and saturate for a few weeks. By the time it is complete, we are left with a unbelievably smooth tasting beer with a beautiful aroma and subtle taste of watermelon that imparts its way into this already crisp lager. Truly our customers' favorite, this one will have you reaching for another glass soon after you put the first one down."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,39,1
+port_brewing_company-sharkbite_red,0,0,245003190273,"{""name"":""Sharkbite Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark Amber Ale"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,54,1
+sabmiller_india-royal_challenge,0,0,244987199488,"{""name"":""Royal Challenge"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Royal Challenge Premium Lager is the second largest selling mild beer in India. Royal Challenge is brewed with the choicest 6 malt barley. Its long brew duration provides it with a distinct, smooth taste and rich flavour. It has all the hall marks of a great beer - Color that is golden honey, taste that is smooth and crisp, lace that sticks to the wall of the glass. Royal Challenge Premium Lager is the beer for the discerning who have the confidence to make their choices based on their superior taste and knowledge rather than follow the crowd.\r\n\r\n\r\nhttp://www.sabmiller.in/brands_royal-challenge.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+rock_bottom_restaurant_brewery_denver-lucky_u_esb,0,0,244986740737,"{""name"":""Lucky U ESB"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_denver"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+stone_city_brewing,0,0,245104050177,"{""name"":""Stone City Brewing"",""city"":""Solon"",""state"":""Iowa"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.8072,""lon"":-91.4941}}",1,13,1
+marine_pub_brewhouse-pale_ale,0,0,244869824512,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marine_pub_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+montana_brewing-sharptail_pale_ale,0,0,244872249345,"{""name"":""Sharptail Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+trade_winds_brewing-sunset_ale,0,0,245102018561,"{""name"":""Sunset Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trade_winds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+port_washington_brewing-amber_ale,0,0,244994211840,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_washington_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,33,1
+great_dane_pub_and_brewing_1-old_scratch_barleywine_2002,0,0,244741701632,"{""name"":""Old Scratch Barleywine 2002"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_dane_pub_and_brewing_1"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+hubcap_brewery_and_kitchen,0,0,244741505026,"{""name"":""Hubcap Brewery and Kitchen"",""city"":""Vail"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.6403,""lon"":-106.374}}",1,18,1
+saint_arnold_brewing-saint_arnold_spring_bock,0,0,244992245761,"{""name"":""Saint Arnold Spring Bock"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An authentic, German-style Bock, celebrating the coming of spring. This strong, deeply flavored lager has been aged to create a smooth, malty taste with a hint of sweetness. A light addition of German hops balances the malt flavor. \r\n\r\nSaint Arnold Spring Bock is best consumed at 40° Fahrenheit."",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,28,1
+oggi_s_pizza_and_brewing_vista-sunset_amber_ale,0,0,244879589377,"{""name"":""Sunset Amber Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,55,1
+sierra_nevada_brewing_co-esb_early_spring_beer,0,0,245002665986,"{""name"":""ESB - Early Spring Beer"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nOur ESB combines the best of English tradition with West Coast style. A blend of malts featuring British-grown Maris Otter is balanced with the earthy spiciness of hand-selected English and US hops. The ale is left unfiltered, which enhances mouthfeel and hop aroma creating a slightly reddish-copper hue"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,52,1
+route_66_brewery-rambling_raspberry_ale,0,0,244984905730,"{""name"":""Rambling Raspberry Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,10,1
+hausbrauerei_zum_schlssel,0,0,244754087936,"{""name"":""Hausbrauerei Zum Schlssel"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)211-/-8289550"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bolkerstrae 41-47""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.2261,""lon"":6.7745}}",1,49,1
+island_brewing_company-jubilee_ale,0,0,244739145729,"{""name"":""Jubilee Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""island_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,12,1
+iron_springs_pub_brewery-ipa,0,0,244757168128,"{""name"":""IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_springs_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+montana_brewing-fat_belly_amber,0,0,244880834562,"{""name"":""Fat Belly Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""montana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+russian_river_brewing-ovl_stout,0,0,244985298946,"{""name"":""OVL Stout"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This nitrogenated dry stout is low in alcohol but big in flavor. Its smooth roasted coffee like aromas and flavor are clean and drinkable.""}",1,11,1
+jacob_leinenkugel_brewing_company-oktoberfest,0,0,244747993088,"{""name"":""Oktoberfest"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jacob_leinenkugel_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+lagunitas_brewing_company-brown_shugga,0,0,244748451842,"{""name"":""Brown Shugga"",""abv"":9.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lagunitas_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+pivovar_nchod-primator_blonde_bock_beer,0,0,244995915776,"{""name"":""Primátor Blonde Bock Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_nchod"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,37,1
+stevens_point_brewery-augsburger_golden,0,0,245101363200,"{""name"":""Augsburger Golden"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+saint_louis_brewery_schlafy_tap_room-baracktoberfest,0,0,244983595008,"{""name"":""Baracktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,7,1
+pabst_brewing_company-lone_star_light,0,0,244863467521,"{""name"":""Lone Star Light"",""abv"":3.85,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Lone Star Light mimics its full-bodied counterpart with an award winning premium light taste. This beer retains the complimentary ratio of barley, cereal grains, and hops of its parent brand.\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,14,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_imperial_stout,0,0,244881293317,"{""name"":""Nøgne Ø Imperial Stout"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""We think the russian tsar would have liked his stout this way. A dark, rich ale in which a generous sweetness with roasted malt bitterness.  Serving temp.10°C/50°F. Great with vanilla ice cream or dark chocolate."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,59,1
+upstream_brewing_old_market-o_gold_light_beer,0,0,245098610688,"{""name"":""O! Gold Light Beer"",""abv"":3.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest beer has all of the great attributes of a light American lager with the unmatched freshness and taste only a local brew pub like Upstream can offer. If you like great tasting beer, O! Gold is the beer for you."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,2,1
+tsingtao-red_dragon_xtreme,0,0,245118861313,"{""name"":""Red Dragon Xtreme"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tsingtao"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,48,1
+sherlock_s_home-star_of_india_india_pale_ale,0,0,245004566531,"{""name"":""Star of India India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sherlock_s_home"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,56,1
+iron_hill_brewery_wilmingon-pig_iron_porter,0,0,244754677760,"{""name"":""Pig Iron Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""Historically, porter had its heyday in 18th century London, where it was the beer of the working class. It doesn't take much to work up a thirst for this flavorful beer. The distinct roasted and chocolate notes are well balanced by a slight bitterness."",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+new_holland_brewing_company-the_poet,0,0,244864319489,"{""name"":""The Poet"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_holland_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Poet has a rich, smooth malt character enveloped in tones of roast and chocolate. A soft mouth-feel brings luxurious flavors and soothing aroma. It pairs wonderfully with earthy flavors such as mushrooms and beef, while remaining the perfect accent to any chocolate."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,17,1
+santa_fe_brewing_company-fiesta_ipa,0,0,244997095425,"{""name"":""Fiesta IPA"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic beer for those beer lovers who love their hops, Fiesta IPA will take the Pepsi Challenge (or IPA challenge, as we say in New Mexico) against any other pretenders to the throne. Was it divine providence that made this beer the king of the IPA world? Was it a tireless pursuit of glory? No, this IPA has a top-secret recipe to thank for its success, and this meticulously formulated combination of several different hops combined with a very specific brewing process give Fiesta IPA a spicy, citric, and floral infusion of hop character, which is masterfully counterbalanced with the full-bodied maltiness characteristic of the Santa Fe Brewing Company’s distinctive beers."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,39,1
+port_washington_brewing-post_washington_octoberfest,0,0,245003190274,"{""name"":""Post Washington Octoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_washington_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,54,1
+saint_louis_brewery_schlafy_tap_room-schlafly_altbier,0,0,244987199489,"{""name"":""Schlafly Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,16,1
+sabmiller_india-haywords_5000,0,0,244986740738,"{""name"":""Haywords 5000"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""Launched in the year 1983, Haywards 5000 is synonymous with strong beer in India. Haywards 5000 is brewed with the choicest of malts and hops lending itself to a unique flavour profile to suit the Indian taste and preference. Haywards 5000 is the hallmark of original and authentic strong beer which other beer brands aspire for. With such credentials, it is not surprising to see men get together over Haywards 5000. It is the language of friendship amongst men who are proud of their masculinity and look forward to a great time with their friends and peers .\r\n\r\nhttp://www.sabmiller.in/brands_haywards_5000.html"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,15,1
+the_cambridge_house-three_steve_stout,0,0,245104115712,"{""name"":""Three Steve Stout"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_cambridge_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Stout is brewed with English malt, hops and oats to produce a smooth coffee-like richness with a pleasant bittersweet finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,13,1
+michigan_brewing-peninsula_porter,0,0,244869824513,"{""name"":""Peninsula Porter"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Full-flavored and robust ale with heavy notes of roasted malt. There are hints of coffee and chocolate flavors, complimented by medium hop bitterness and a hint of smokiness."",""style"":""Porter"",""category"":""Irish Ale""}",1,31,1
+nikenjayamochi_kadoya_honten_co-ise_kadoya_stout,0,0,244872249346,"{""name"":""Ise Kadoya Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nikenjayamochi_kadoya_honten_co"",""updated"":""2010-07-22 20:00:20"",""description"":""A very yeasty beer with an earthy aroma. Rich flavors deepen the stout character."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+traffic_jam_and_snug-coal_porter,0,0,245102018562,"{""name"":""Coal Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""traffic_jam_and_snug"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,9,1
+privatbrauerei_frankenheim,0,0,244994211841,"{""name"":""Privatbrauerei Frankenheim"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)211-/-16902-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wielandstrae 14-16""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.2292,""lon"":6.7925}}",1,33,1
+great_divide_brewing-great_divide_belgica,0,0,244741701633,"{""name"":""Great Divide Belgica"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Roman name for the Low Countries–is a marriage of the best in American and Belgian brewing traditions. Belgian pilsner malt, a generous amount of American and European hops and a unique Belgian yeast strain combine to give Belgica big notes of citrus and spice, creating a lively concoction perfect for spring in the Rockies–or the Ardennes."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,19,1
+humboldt_brewing-honey_and_ginger_ale,0,0,244741505027,"{""name"":""Honey and Ginger Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""humboldt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+saint_louis_brewery_schlafy_tap_room-schlafly_wheat_ale,0,0,244992245762,"{""name"":""Schlafly Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,28,1
+orlio_organic,0,0,244879589378,"{""name"":""Orlio Organic"",""city"":""South Burlington"",""state"":""Vermont"",""code"":""5403"",""country"":""United States"",""phone"":""(802) 864-9820"",""website"":""http://www.orlio.net/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5 Bartlett Bay Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.4284,""lon"":-73.2131}}",1,55,1
+siletz_roadhouse_brewery-oatmeal_cream_stout,0,0,245002665987,"{""name"":""Oatmeal Cream Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+russian_river_brewing-russian_river_ipa,0,0,244984971264,"{""name"":""Russian River IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""An abundance of hops and malt are added to our IPA to create and preserve its distinctive flavors. Not only do we use generous portions of hops in the kettle, but we also dry hop this ale for one week after fermentation. The dry hopping process adds to this beer's floral and citrus aroma. This is truly a tasty adult beverage!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,10,1
+hawks_brewing-super_natural_oatmeal_stout,0,0,244754087937,"{""name"":""Super Natural Oatmeal Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hawks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+krogh_s_restaurant_and_brewpub-three_sisters_golden_wheat,0,0,244739145730,"{""name"":""Three Sisters Golden Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+ithaca_beer_company-lebleu,0,0,244757168129,"{""name"":""LeBleu"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ithaca_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with New York State Blueberries and Brettanomyces, Le Bleu is a blend of barrels filled in 2007, 2008, and 2009. It's finished in the bottle with Champagne yeast.  \r\n\r\nEnjoy the dusty rose appearance, mouthwatering aroma of ripe berries, piquant flavor and quick finish.""}",1,57,1
+moosehead_breweries-canadian_lager_beer,0,0,244880900096,"{""name"":""Canadian Lager Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosehead_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+sabmiller_india-indus_pride,0,0,244985364480,"{""name"":""Indus Pride"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sabmiller_india"",""updated"":""2010-07-22 20:00:20"",""description"":""BEER TYPE Indus Pride is a 100% malt beer \r\nPRODUCT PROPOSITION Made of 100% malt lending it a unique rich flavor \r\nALCOHOL CONTENT BY VOLUME 4.8% by volume \r\nTASTE Rich in flavors with a clean head and foam \r\nCOLOUR Sunrise Yellow \r\nSERVING TEMPERATURE 7 degree Celsius \r\nPACKAGING 650 ml glass bottles : 12 bottles per case\r\n330 ml pack : 24 bottles per case \r\n\r\nhttp://www.sabmiller.in/induspride.html""}",1,11,1
+jw_lees_and_co_brewers_ltd-harvest_ale_2001,0,0,244747993089,"{""name"":""Harvest Ale 2001"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jw_lees_and_co_brewers_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,34,1
+lightning_boy_brewery-thunder_pup_pale,0,0,244870938624,"{""name"":""Thunder Pup Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lightning_boy_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+plzesk_prazdroj_pivovar_radegast,0,0,244995981312,"{""name"":""Plzesk Prazdroj Pivovar Radegast"",""city"":""Noovice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""420-558-602-175"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""CZ-739 51 Noovice""]}",1,37,1
+stone_brewing_co-smoked_porter,0,0,245101363201,"{""name"":""Smoked Porter"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Stone Smoked Porter is dark, rich and complicated. A porter is substantially darker than a pale ale, but not as black or opaque as a stout. Our Smoked porter has a captivatingly deep mahogany color, complimented by silky dark tan head. Rich, full bodied and robust. Smooth, with chocolate and coffee-like flavors balanced by the subtle \""smoky\"" character of just the right amount of peat-smoked specialty malt."",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+saku_lletehas-porter,0,0,244983595009,"{""name"":""Porter"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saku_lletehas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+pabst_brewing_company-primo,0,0,244863467522,"{""name"":""Primo"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich golden liquid with a unique flavor and aroma that comes from a touch of raw Hawaiian cane sugar. Primo is a premium lager that represents the best of both worlds; the rich taste of a craft-brewed beer with the drinkability of a lighter lager. -http://www.thatsprimo.com/Recipe.aspx"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+north_coast_brewing_company-wintertime_ale,0,0,244881358848,"{""name"":""Wintertime Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,59,1
+warsteiner_brauerei,0,0,245744402432,"{""name"":""Warsteiner Brauerei"",""city"":""Warstein"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)2902-/-880"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Domring 4-10""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.4416,""lon"":8.3519}}",1,2,1
+united_breweries_limited,0,0,245118861314,"{""name"":""United Breweries Limited"",""city"":""Bangalore"",""state"":"""",""code"":"""",""country"":""India"",""phone"":""91-80-22441"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1/1 Vittal Mallya Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":12.9689,""lon"":77.5946}}",1,48,1
+shipwrecked_brew_pub-raspberry,0,0,245004632064,"{""name"":""Raspberry"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipwrecked_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,56,1
+joshua_huddy_s_brew_pub_and_grill,0,0,244754677761,"{""name"":""Joshua Huddy's Brew Pub and Grill"",""city"":""Toms River"",""state"":""New Jersey"",""code"":""8753"",""country"":""United States"",""phone"":""1-732-240-3640"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.9529,""lon"":-74.201}}",1,50,1
+old_city_brewing-pecan_street_lager,0,0,244864319490,"{""name"":""Pecan Street Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+sierra_nevada_brewing_co-bigfoot_1994,0,0,244997095426,"{""name"":""Bigfoot 1994"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-honey_weizen,0,0,245003255808,"{""name"":""Honey Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+sam_choy_s_breakfast_lunch_crab_big_aloha_brewery,0,0,244987199490,"{""name"":""Sam Choy's Breakfast, Lunch, Crab & Big Aloha Brewery"",""city"":""Honolulu"",""state"":""Hawaii"",""code"":""96817"",""country"":""United States"",""phone"":""1-808-545-7979"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""580 North Nimitz Highway""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":21.3069,""lon"":-157.858}}",1,16,1
+sapporo_breweries_chuo-imported_black_stout_draft,0,0,244986806272,"{""name"":""Imported Black Stout Draft"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sapporo_breweries_chuo"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,15,1
+thunderhead_brewery_2-imperial_porter,0,0,245104115713,"{""name"":""Imperial Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,13,1
+millrose_brewing-panther_ale,0,0,244869824514,"{""name"":""Panther Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_100,0,0,244872314880,"{""name"":""Nøgne Ø #100"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""Our 100th batch, brewed for the enjoyment of the brewers, but popular demand forced us to release it commercially.  This malty, yet light bodied ale has a massive hop bitterness.  Most enjoyable in a comfortable chair in front of a roaring fire."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,38,1
+tunner_s_guild_brewing_systems-barbary_coast_brand_gold_rush_style_beer,0,0,245102084096,"{""name"":""Barbary Coast Brand Gold Rush Style Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tunner_s_guild_brewing_systems"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+qingdao_brewery,0,0,244994211842,"{""name"":""Qingdao Brewery"",""city"":""Qingdao"",""state"":""Shandong"",""code"":"""",""country"":""China"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hongkong Road, Central""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.0663,""lon"":120.383}}",1,33,1
+great_divide_brewing-yeti_imperial_stout,0,0,244741767168,"{""name"":""Yeti Imperial Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""great_divide_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditionally, Imperial Stouts, the biggest and boldest of all stouts, were brewed with massive amounts of roasted malts and hops, resulting in a velvety smooth but robust beer characterized by high alcohol content and extremely high hop bitterness. Meeting the challenge of this aggressive, challenging beer style, Great Divide’s Yeti Imperial Stout is an onslaught of the senses. An almost viscous, inky-black brew, Yeti opens with a massive, roasty, chocolate, coffee malt flavor that eventually gives way to rich toffee and burnt caramel notes. Packed with an enormous quantity of American hops, Yeti’s hop profile reveals a slightly citrusy, piney, and wonderfully dry hoppy finish."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,19,1
+karlovacka_pivovara,0,0,244741570560,"{""name"":""Karlovacka Pivovara"",""city"":""Karlovac"",""state"":"""",""code"":""0"",""country"":""Croatia"",""phone"":""385-47-451-300"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dubovac 22""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":45.4956,""lon"":15.5331}}",1,18,1
+schofferhofer-schofferhofer_hefeweizen_alkoholfrei,0,0,244992245763,"{""name"":""Schöfferhofer Hefeweizen alkoholfrei"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schofferhofer"",""updated"":""2010-07-22 20:00:20"",""description"":""alcohol-free Hefeweizen with the tipical taste, isotonic,"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,28,1
+otto_s_pub_and_brewery-black_mo_stout,0,0,244879654912,"{""name"":""Black Mo Stout"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A dry Irish-style stout served via nitrogen.  Black Mo is a very smooth and creamy beer with a pleasant roasted malt character."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+snipes_mountain_microbrewery_restaurant-extra_special_bitter,0,0,245120172032,"{""name"":""Extra Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""snipes_mountain_microbrewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+s_a_damm,0,0,244984971265,"{""name"":""S.A. Damm"",""city"":""Barcelona"",""state"":"""",""code"":"""",""country"":""Spain"",""phone"":"""",""website"":""http://www.estrelladamm.es/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":41.3879,""lon"":2.1699}}",1,10,1
+heineken_ireland,0,0,244754087938,"{""name"":""Heineken Ireland"",""city"":""Cork"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":""353-21-450-3371"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Lady's Well Brewery""]}",1,49,1
+kuhnhenn_brewing-creme_brulee_java_stout,0,0,244739211264,"{""name"":""Creme Brulee Java Stout"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kuhnhenn_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Black ale beer, made with real coffee. This java stout goes through a unique process, involving caramelizing brown sugar to give it an intense caramel & vanilla aroma."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+jj_bitting_brewing,0,0,244757168130,"{""name"":""JJ Bitting Brewing"",""city"":""Woodbridge"",""state"":""New Jersey"",""code"":""7095"",""country"":""United States"",""phone"":""1-732-634-2929"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""33 Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.5549,""lon"":-74.2771}}",1,57,1
+murphy_s_wagon_wheel-wheat,0,0,244880900097,"{""name"":""Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""murphy_s_wagon_wheel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+saint_louis_brewery_schlafy_tap_room-schlafly_ipa,0,0,244985430016,"{""name"":""Schlafly IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,11,1
+keihan_uji_kotsu,0,0,244747993090,"{""name"":""Keihan Uji Kotsu"",""city"":""Uji"",""state"":""Kinki"",""code"":"""",""country"":""Japan"",""phone"":""81-0774-22-2359"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""(No longer brewing)"",""address"":[]}",1,34,1
+mad_anthony_brewing-lager,0,0,244871004160,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,35,1
+privatbrauerei_erdinger_weissbru-weissbier_mit_feiner_hefe,0,0,244996046848,"{""name"":""Weißbier Mit Feiner Hefe"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_erdinger_weissbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,37,1
+stone_brewing_co-vertical_epic_05_05_05,0,0,245101428736,"{""name"":""Vertical Epic 05.05.05"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+samuel_smith_old_brewery_tadcaster-winter_welcome_2007_2008,0,0,244983595010,"{""name"":""Winter Welcome 2007-2008"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+pacific_rim_brewing-admiral_esb,0,0,244986085376,"{""name"":""Admiral ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_rim_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+o_grady_s_brewery_and_pub_1-magnificent_mild,0,0,244881358849,"{""name"":""Magnificent Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_grady_s_brewery_and_pub_1"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,59,1
+water_street_lake_country-honey_lager_light,0,0,245744467968,"{""name"":""Honey Lager Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,2,1
+valley_brewing_company-black_cat_stout,0,0,245118926848,"{""name"":""Black Cat Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Black Cat Stout is brewed using a blend of Chocolate, Carafa, Crystal and Munich malts. A small amount of wheat and oatmeal are added to give the beer body and mouth feel. Small amounts of roasted malts are added to give the beer a dry \r\ncoffee finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,48,1
+shmaltz_brewing_company-bittersweet_lenny_r_i_p_a,0,0,245004632065,"{""name"":""Bittersweet Lenny R.I.P.A."",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shmaltz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ladies and Gentlemen, Shmaltz Brewing Co. is proud to introduce Bittersweet Lenny's R.I.P.A. Brewed with an obscene amount of malts and hops. Shocking flavors - far beyond contemporary community standards. We cooked up the straight dope for the growing minions of our nation's Radical Beer junkies. Judges may not be able to define \""Radical Beer,\"" but you'll damn well know it when you taste it. Bruce died, officially declared a pauper by the State of California, personally broken and financially bankrupt simply for challenging America's moral hypocrisies with words. The memorial playbill read: \""Yes, we killed him. Because he picked on the wrong god.\"" -Directed by, the Courts, the Cops, the Church... and his own self-destructive super ego. Like Noah lying naked and loaded in his tent after the apocalyptic deluge: a witness, a patron saint, a father of what was to come. Sick, Dirty, Prophetic Lenny: a scapegoat, a martyr, a supreme inspiration."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,56,1
+jt_whitney_s_brewpub_and_eatery-pinckney_street_pale_ale,0,0,244754743296,"{""name"":""Pinckney Street Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""jt_whitney_s_brewpub_and_eatery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+old_hat_brewery-kolsch,0,0,244864385024,"{""name"":""Kölsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+simmerberg_brusttt_und_taferne-braustatt_gold,0,0,244997160960,"{""name"":""Bräustatt Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-stout,0,0,245003255809,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+san_marcos_brewery_grill-old_english_ale,0,0,244987265024,"{""name"":""Old English Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,16,1
+schlobrauerei_reckendorf,0,0,244986806273,"{""name"":""Schlobrauerei Reckendorf"",""city"":""Reckendorf"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)9544-/-9421-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mhlweg 18""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.0224,""lon"":10.83}}",1,15,1
+titletown_brewing-old_fort_howard_pale_ale,0,0,245104181248,"{""name"":""Old Fort Howard Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+mudshark_brewing-scorpion_amber_ale,0,0,244869890048,"{""name"":""Scorpion Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mudshark_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Full Body Ale Balanced With Assertive Oregon Hops, Deep Amber In Color"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,31,1
+north_country_brewery-mccafferty_s_ale,0,0,244872314881,"{""name"":""McCafferty's Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a true Celtic Red ale that’s as faithful as its namesake. With a smooth balance between malt and hops, it’s sure to become a pubhouse favorite"",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,38,1
+twin_rivers_brewing-bock,0,0,245102084097,"{""name"":""Bock"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,9,1
+raccoon_lodge_and_brewpub_cascade_brewing-cascade_kreik_ale,0,0,244994277376,"{""name"":""Cascade Kreik Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian Flanders Style Red Ale refermented with a sweet blend of fresh whole Northwest cherries. This beer spent more than six months of lactic fermentation and aging in small French oak wine barrels before being hand-bottled.""}",1,33,1
+green_mountain_beverage-woodchuck_granny_smith_varietal_draft_cider,0,0,244741767169,"{""name"":""Woodchuck Granny Smith Varietal Draft Cider"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""green_mountain_beverage"",""updated"":""2010-07-22 20:00:20"",""description"":""It is made using 100% Granny Smith apples. This cider has a mouth-watering flavor that is tangy and tart, with just a touch of sweetness."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,19,1
+kross_brewing,0,0,244741570561,"{""name"":""Kross Brewing"",""city"":""Morrisville"",""state"":""Vermont"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.5617,""lon"":-72.5984}}",1,18,1
+schooner_s_grille_brewery-ipa,0,0,244992311296,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_s_grille_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,28,1
+otto_s_pub_and_brewery-pilsener_lager,0,0,244879720448,"{""name"":""Pilsener Lager"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A well hopped medium bodied lager brewed in the Czech style of pilseners. \r\nThis beer displays the distinct flavor and aroma of saaz hops."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,55,1
+tabernash_brewing-kristall_weiss,0,0,245120172033,"{""name"":""Kristall Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tabernash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,52,1
+salado_creek_brewing_company,0,0,244984971266,"{""name"":""Salado Creek Brewing Company"",""city"":""San Antonio"",""state"":""Texas"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":29.4241,""lon"":-98.4936}}",1,10,1
+hops_haven_brew_haus-port_washington_amber_ale,0,0,244754087939,"{""name"":""Port Washington Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hops_haven_brew_haus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,49,1
+lakefront_brewery-snake_chaser,0,0,244739211265,"{""name"":""Snake Chaser"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+kenya_breweries,0,0,244757168131,"{""name"":""Kenya Breweries"",""city"":""Nairobi"",""state"":"""",""code"":"""",""country"":""Kenya"",""phone"":""254-864000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 30161""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":-1.2833,""lon"":36.8167}}",1,57,1
+new_glarus_brewing_company-edel_pils,0,0,244880965632,"{""name"":""Edel-Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our little village brewery in New Glarus, Wisconsin is proud to offer to you Edel-Pils. This \""Noble-Pilsner\"" is the creation of our brewmaster. He brought special yeast from Bavaria, combined it with Wisconsin barley and the finest Bavarian and American hops. Then employing traditional brewing methods, this Pilsner is finished with a long cold rest in our cellars. \r\n\r\nExpect this bier to be creamy and full-bodied with a smooth finish. It will complement any fine meal or friendly gathering. We took our time in brewing so that you might take your time enjoying."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+skol_breweries-royal_challenge_indian_premium_lager,0,0,244985430017,"{""name"":""Royal Challenge Indian Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skol_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+kona_brewing-longboard_lager,0,0,244747993091,"{""name"":""Longboard Lager"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+main_street_station_casino_brewery_and_hotel-black_chip_porter,0,0,244871004161,"{""name"":""Black Chip Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""main_street_station_casino_brewery_and_hotel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+pumphouse_pizza_and_brewing,0,0,244996046849,"{""name"":""Pumphouse Pizza and Brewing"",""city"":""Lake Delton"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.6011,""lon"":-89.7937}}",1,37,1
+stoudt_s_brewery-old_abominable_barley_wine,0,0,245101428737,"{""name"":""Old Abominable Barley Wine"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+sand_creek_brewing_company-pioneer_black_river_red,0,0,244983660544,"{""name"":""Pioneer Black River Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+piece-4_reverends_imperial_stout,0,0,244986150912,"{""name"":""4 Reverends Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""piece"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,14,1
+old_hat_brewery-schwarzbier,0,0,244881358850,"{""name"":""Schwarzbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,59,1
+valley_brewing_company-cobra_hood_ipa,0,0,245118926849,"{""name"":""Cobra-Hood IPA"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our India Pale Ale is brewed in a California IPA style. The beer is generously hopped for bitterness with Magnum hops and finished with fresh Amarillo, Ahtanum and Cascade hops."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,48,1
+sixpoint_craft_ales-sweet_action,0,0,245004632066,"{""name"":""Sweet Action"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sixpoint_craft_ales"",""updated"":""2010-12-20 15:50:16"",""description"":""Our most basic interpretation of what makes beer great -- sweetness from the barley malt and active spice from the hops. It is hazy golden in color, with a sweet honey aroma, and a dry, crisp flavor"",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,56,1
+kalamazoo_brewing,0,0,244754743297,"{""name"":""Kalamazoo Brewing"",""city"":""Kalamazoo"",""state"":""Michigan"",""code"":""49007"",""country"":""United States"",""phone"":""1-269-382-2338"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""355 East Kalamazoo Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.2949,""lon"":-85.5788}}",1,50,1
+onopa_brewing-american_pale_ale,0,0,244864385025,"{""name"":""American Pale Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""onopa_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+snowshoe_brewing_sonora-esb_extra_special_blizzard,0,0,245114798080,"{""name"":""ESB (Extra Special Blizzard)"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""snowshoe_brewing_sonora"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,39,1
+rahr_sons_brewing_company-pecker_wrecker,0,0,245003255810,"{""name"":""Pecker Wrecker"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+san_miguel_corporation-san_miguel_1516,0,0,244987265025,"{""name"":""San Miguel 1516"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_miguel_corporation"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+scuttlebutt_brewing-gale_force_ipa,0,0,244986806274,"{""name"":""Gale Force IPA"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+trade_winds_brewing-kuaipa,0,0,245104181249,"{""name"":""Kuaipa"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trade_winds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,13,1
+mussel_inn,0,0,244869890049,"{""name"":""Mussel Inn"",""city"":""Takaka"",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":""64-(03)-525-9241"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Onekaka""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-40.7658,""lon"":172.705}}",1,31,1
+northwoods_brewpub_grill-poplar_porter,0,0,244872314882,"{""name"":""Poplar Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,38,1
+twin_rivers_brewing-india_pale_ale,0,0,245102084098,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+ramapo_valley_brewery-honey_blonde_lager,0,0,244994277377,"{""name"":""Honey Blonde Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ramapo_valley_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+heineken_hungaria-soproni,0,0,244741767170,"{""name"":""Soproni"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heineken_hungaria"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,19,1
+labatt_ontario_breweries-labatt_extra_dry,0,0,244741570562,"{""name"":""Labatt Extra Dry"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""Labatt Extra Dry was the first national launch of a dry beer in Canada. Labatt Extra Dry is mashed longer than regular beers to leave less carbohydrate in the finished product, giving a lighter flavour with little aftertaste."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+sea_dog_brewing_company-sea_dog_raspberry_wheat_ale,0,0,244992311297,"{""name"":""Sea Dog Raspberry Wheat Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sea_dog_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Sea Dog Raspberry Wheat Ale is a dry, crisp refreshing ale with the added essence of raspberries."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,28,1
+pabst_brewing_company-lone_star,0,0,244879720449,"{""name"":""Lone Star"",""abv"":4.65,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The National Beer of Texas\r\n\""Lone Star beer uses the finest hops from the Pacific Northwest with hearty grains from the Central and Northern Plains. The GABF recognized Lone Star as a high quality American Cream Lager by awarding it with a silver medal. Malted barley and corn extract combine to provide Lone Star with nature's finest ingredients for brewing. Lone Star's ingredients give this beer its full natural flavor. The choicest hops lend complexity and aroma to this beer, and its proprietary mashing regimen creates the perfect balance of alcohol, body, and character.\""\r\nRegional to Texas. It is brewed under license by Miller Brewing Co., Fort Worth, TX."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+the_round_barn_winery_brewery,0,0,245120237568,"{""name"":""The Round Barn Winery & Brewery"",""city"":""Baroda"",""state"":""Michigan"",""code"":""49101"",""country"":""United States"",""phone"":""(800)-716-9463"",""website"":""http://www.roundbarnwinery.com/brewery.php"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""With more than 30 years of fermentation experience and an award-winning reputation in the industry, our line of hand-crafted brews embody the satisfying bold taste you've come to expect from The Round Barn."",""address"":[""10983 Hills Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9211,""lon"":-86.4583}}",1,52,1
+santa_fe_brewing_company-santa_fe_nut_brown,0,0,244984971267,"{""name"":""Santa Fe Nut Brown"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Brown Ale style originated in the pubs of England, where beer drinkers desired a beer that was both flavorful and complex, but at the same time mild enough to be a session beer. The Santa Fe Brewing Company's interpretation of this style uses a combination of high mash temperature, hard water, and low-alpha acid hops to produce a product that is both true to the style and distinctly Santa Fe. Brewing jargon aside, Santa Fe Nut Brown Ale is an easy-drinking beer, mild, smooth, and always a favorite. Try a keg at your next party!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,10,1
+hopworks_urban_brewery-deluxe_organic_ale,0,0,244754153472,"{""name"":""Deluxe Organic Ale"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hopworks_urban_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Strong like bull but sweet like your momma. This unique beer is a trifecta of bold flavors. Hops, malt and alcohol bully the taste buds on the organic playground while the monitor blows the whistle!\"""",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,49,1
+lion_brewery_inc-lionshead_light,0,0,244862091264,"{""name"":""Lionshead Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lion_brewery_inc"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,12,1
+klosterbrauerei_neuzelle,0,0,244757168132,"{""name"":""Klosterbrauerei Neuzelle"",""city"":""Neuzelle"",""state"":""Brandenburg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)33652-/-810-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Brauhausplatz 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":52.091,""lon"":14.6509}}",1,57,1
+new_glarus_brewing_company-uff_da_bock,0,0,244880965633,"{""name"":""Uff-Da Bock"",""abv"":6.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+sly_fox_brewhouse_and_eatery_royersford-anniversary_ipa_glacier,0,0,245103001600,"{""name"":""Anniversary IPA Glacier"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,11,1
+lake_superior_brewing-old_man_winter_warmer_2000,0,0,244748058624,"{""name"":""Old Man Winter Warmer 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lake_superior_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+marzoni_s_brick_oven_brewing_co-avalanche_ipa,0,0,244871004162,"{""name"":""Avalanche IPA"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Aggressively Bitter, Full-Bodied Ale with a Wonderful Floral Hop Aroma"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+redhook_ale_brewery-black_hook_porter,0,0,244996112384,"{""name"":""Black Hook Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,37,1
+stout_brothers_public_house-the_yank_cream_ale,0,0,245101494272,"{""name"":""The Yank Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,8,1
+short_s_brewing_company,0,0,244983660545,"{""name"":""Short's Brewing Company"",""city"":""Bellaire"",""state"":""Michigan"",""code"":""49615"",""country"":""United States"",""phone"":""231-533-6622"",""website"":""http://www.shortsbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At SBC we want to share our passion for beer, good beer, and help you to enjoy the fruits of our labor. "",""address"":[""121 N. Bridge Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.9763,""lon"":-85.2104}}",1,7,1
+pizzeria_uno_chicago_grill_brewery-station_house_red_ale,0,0,244986150913,"{""name"":""Station House Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizzeria_uno_chicago_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,14,1
+olde_main_brewing-long_face_amber,0,0,244881424384,"{""name"":""Long Face Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,59,1
+weyerbacher_brewing_company-black_hole,0,0,245750628352,"{""name"":""Black Hole"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Coming in at an ABV of 7.0%, Our Black Hole satisfies the transition from dark ale to stout. We think of this as slightly \""Porter-ish\"" with a strong malt body and a very light hop finish. This is brewed year round and is available in Pennsylvania in the regular Variety Pack.  This will help the ale drinker among us maintain their own balance!"",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+southern_star_brewing_company,0,0,245121286144,"{""name"":""Southern Star Brewing Company"",""city"":""Conroe"",""state"":""Texas"",""code"":""77303"",""country"":""United States"",""phone"":""(936).441-2739"",""website"":""http://www.southernstarbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1207 N. FM 3083 E.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":30.3489,""lon"":-95.4427}}",1,56,1
+kralovsky_pivovar_krusovice,0,0,244754808832,"{""name"":""Královský pivovar Krušovice"",""city"":""Krušovice"",""state"":"""",""code"":"""",""country"":""Czech Republic"",""phone"":""313 569 229"",""website"":""http://www.krusovice.cz/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""270 53""]}",1,50,1
+park_city_brewing,0,0,244987461632,"{""name"":""Park City Brewing"",""city"":""Heber City"",""state"":""Utah"",""code"":""84032"",""country"":""United States"",""phone"":""1-435-654-5467"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""375 West 910 South""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.496,""lon"":-111.42}}",1,17,1
+southern_tier_brewing_co-uber_sun_imperial_summer_wheat_ale,0,0,245114863616,"{""name"":""Über Sun Imperial Summer Wheat Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""It is through the movement of the universe that life presents itself in transformation. It is in this spirit that we make ÜberSun, a tribute to the dynamic energy of summer. The alignment of wheat and barley through this hop-infused brew embodies the solar system itself... This may be a difficult task, but one our brewers revel in! They brew a galaxy of taste into every batch. ÜberSun is the ultimate experience that will challenge you with each sip. ÜberSun Imperial Summer Wheat Beer takes off where our Hop Sun finishes. Like it’s little brother, ÜberSun is clean and full of flavor, but don’t pull an Icarus– this is one big beer! Pour a glass or drink straight from the bottle, it’s meant to be consumed wisely with friends between summer solstice and autumnal equniox."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,39,1
+rahr_sons_brewing_company,0,0,245003255811,"{""name"":""Rahr & Sons Brewing Company"",""city"":""Fortworth"",""state"":""Texas"",""code"":""76104"",""country"":""United States"",""phone"":""(817) 810-9266"",""website"":""http://www.rahrbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""701 Galveston Ave""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.7366,""lon"":-97.3274}}",1,54,1
+sanford_s_grub_and_pub,0,0,244987330560,"{""name"":""Sanford's Grub and Pub"",""city"":""Sheridan"",""state"":""Wyoming"",""code"":""82801"",""country"":""United States"",""phone"":""1-307-674-1722"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5 East Alger Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.8007,""lon"":-106.956}}",1,16,1
+sea_dog_brewing_company-sea_dog_apricot_wheat,0,0,244986871808,"{""name"":""Sea Dog Apricot Wheat"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sea_dog_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Sea Dog Apricot Wheat Beer is a crisp and quenching wheat ale with a subtle essence of fresh apricots."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,15,1
+trinity_brewing_company-sunna_wit,0,0,245104181250,"{""name"":""Sunna Wit"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trinity_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,13,1
+nicolet_brewing-prostrator_doppelbock,0,0,244869890050,"{""name"":""Prostrator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,31,1
+o_fallon_brewery-griesendiech_pilsner,0,0,244872380416,"{""name"":""Griesendiech Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_fallon_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+twin_rivers_brewing-pilsner,0,0,245102149632,"{""name"":""Pilsner"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,9,1
+rogue_ales-mocha_porter_new_porter,0,0,244994342912,"{""name"":""Mocha Porter / New Porter"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Dedicated to the chocolate lover in each of us. Mocha Porter was once known as New Porter, in honor of the town of Newport, Oregon and home of Rogue Ales. The January/February 1995 issue of Mens Health magazine features a bottle of Rogue New Porter (todays Mocha Porter) in the Fifth Annual Collection of Good Advise, Health News, Dire Warnings, Notable Folks and Unsolicited Opinion. New Porter is described as the Best New Beer for 1994! The caption reads: \""Oh, Hoppy Day: For a beer- drinking experience order up a bottle of this microbrew from Oregon.\""\r\n\r\nRuddy brown in color, a bittersweet balance of malt and hops with a light cream finish. Mocha Porter is made from Northwest Harrington and Klages; 135-165, 95-115, and 70-80 Crystal; Beeston Chocolate, Black, Munich and Carastan malts. Perle and Centennial hops. Mocha Porter is available in a 12-ounce 6-pack, the classic 22-ounce bottle, and on draft."",""style"":""Porter"",""category"":""Irish Ale""}",1,33,1
+heller_bru_trum-aecht_schlenkerla_rauchbier_weizen,0,0,244741767171,"{""name"":""Aecht Schlenkerla Rauchbier Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""heller_bru_trum"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+lakefront_brewery-oktoberfest,0,0,244741636096,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lakefront_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,18,1
+skagit_river_brewing-free_bike_amber,0,0,244992311298,"{""name"":""Free Bike Amber"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+philadelphia_brewing_co-walt_wit,0,0,245003583488,"{""name"":""Walt Wit"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""philadelphia_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The American poet WaltWhitman once portrayed a sunset over Philadelphia as, \""...a broad tumble of clouds, with much golden haze and profusion of beaming shaft and dazzle.\"" Pour yourself a bottle of Walt Wit Belgian White-Style Ale and see what he was talking about. A pinch of spice and a whisper of citrus lend complexity to this fragrant, satisfying ale."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,55,1
+thunderhead_brewery-saison,0,0,245120237569,"{""name"":""Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+ska_brewing_company-steel_toe_stout,0,0,244985036800,"{""name"":""Steel Toe Stout"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ska_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This traditional English Cream Stout is brewed with actual milk sugar to create a creamy and sweet brew. Jet black in color, the latte frothy head will make you mooo for more."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,10,1
+independence_brewing_co,0,0,244754153473,"{""name"":""Independence Brewing Co"",""city"":""Austin"",""state"":""Texas"",""code"":""78744"",""country"":""United States"",""phone"":"""",""website"":""http://www.independencebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3913 Todd Lane #607""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":30.2131,""lon"":-97.7358}}",1,49,1
+live_oak_brewing-live_oak_pale_ale,0,0,244862156800,"{""name"":""Live Oak Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""live_oak_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A delicious example of the \""neo-classical\"" American beer style. It has a beautiful copper color and is topped with a thick rich head. With a hint of ale fruitiness in the nose, Pale Ale starts out malty, finishes dry and has plenty of Cascade hops in between. It is sure to satisfy the most discerning ale aficionados."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,12,1
+kona_brewing-fire_rock_pale_ale,0,0,244757233664,"{""name"":""Fire Rock Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,57,1
+new_river_brewing,0,0,244880965634,"{""name"":""New River Brewing"",""city"":""Atlanta"",""state"":""Georgia"",""code"":""30341"",""country"":""United States"",""phone"":""1-770-841-2953"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2015 Afond Court""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":33.9089,""lon"":-84.3056}}",1,58,1
+southend_brewery_and_smokehouse_charleston,0,0,245103067136,"{""name"":""Southend Brewery and Smokehouse - Charleston"",""city"":""Charleston"",""state"":""South Carolina"",""code"":""29401"",""country"":""United States"",""phone"":""1-843-853-4677"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""161 East Bay Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.7785,""lon"":-79.9273}}",1,11,1
+lancaster_brewing_co-lancaster_strawberry_wheat,0,0,244748058625,"{""name"":""Lancaster Strawberry Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Just in time for summer, this American wheat lager style beer with the subtle suggestion of real, fresh strawberries, is the perfect pint of true refreshment.  Light and crisp, our Strawberry Wheat is a \""must try\"" for fruit and beer lovers alike."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,34,1
+marzoni_s_brick_oven_brewing_co-marzoni_s_amber_lager,0,0,244871069696,"{""name"":""Marzoni's Amber Lager"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marzoni_s_brick_oven_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Slightly Malty Amber Lager"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,35,1
+revolution_brewing_llc-cross_of_gold,0,0,244996112385,"{""name"":""Cross of Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""revolution_brewing_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""An american blonde ale with bursts of fruity aroma and a dry finish."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,37,1
+the_livery-the_livery_dunkel_weizen,0,0,245101494273,"{""name"":""The Livery Dunkel Weizen"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark version of our Hefe Weizen retains the banana and clove flavors from the yeast and also has a richer malt flavor. Available November through April"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,8,1
+sioux_falls_brewing-buffalo_stout,0,0,244983660546,"{""name"":""Buffalo Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sioux_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,7,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-wheaten_ale,0,0,244986216448,"{""name"":""Wheaten Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+olde_main_brewing-stout_to_be_named_later,0,0,244881424385,"{""name"":""Stout \""To Be Named Later\"""",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+widmer_brothers_brewing-broken_halo_ipa,0,0,245750693888,"{""name"":""Broken Halo IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""widmer_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""Broken Halo IPA is a beer produced in the spirit of traditional IPA products shipped from the UK to India in the late 1800s. The almost excessive amounts of Cascade and Columbus hops used in Broken Halo give it notable citrus and grapefruit aromas and flavors. The beer bitterness measures high but tastes smooth due to the full-bodied, Caramel malt sweetness. The finish is juicy, clean, and short lived. A devilishly bold, heavenly smooth India Pale Ale.\""\r\n-Widmer Brothers Brewing Company"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,48,1
+spoetzl_brewery-shiner_summer_stock_kolsch_beer,0,0,245121286145,"{""name"":""Shiner Summer Stock Kölsch Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+la_jolla_brewing-red_roost_ale,0,0,244754808833,"{""name"":""Red Roost Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+pizza_port_brewing_solana_beach,0,0,244987527168,"{""name"":""Pizza Port Brewing - Solana Beach"",""city"":""Solana Beach"",""state"":""California"",""code"":""92075"",""country"":""United States"",""phone"":""1-858-481-7332"",""website"":""http://www.pizzaport.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Pizza Port was established in March of 1987 when we started making pizzas in our present location in Solana Beach! We started brewing beer as a hobby and as we began brewing more than we could leisurely drink, we really wanted to share some of the incredible brews that we created for fun with our customers too. We installed a 7 barrel brewery and served our first handcrafted beer brewed on the premises in October of 1992. In July of 1997, we celebrated our 10th anniversary by opening another location in Carlsbad. We expanded our brewing capacity into the building next door creating the opportunity to brew, bottle, distribute, and drink even more. Our distribution center is called PORT BREWING!  We found the perfect location in San Clemente and opened in July of 2003 enabling us to brew several additional styles! Let's party! When people started asking where they could get our beer besides Pizza Port enough, we acquired the old Stone Brewing facility in San Marcos at 155 Mata Way #104 to expand our distribution as PORT BREWING! We officially opened on Cinco de Mayo 2006. Now we will be able to make up to 10,000 barrels to get out to your other favorite places to enjoy coldies! More impressive is the 100 plus barrel room for all of our barrel aged specialties. Come check out our tasting bar where you can get bottles, jugs & merchandise to go while you sample what's brewing!"",""address"":[""135 North Highway 101""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.9908,""lon"":-117.272}}",1,17,1
+sports_city_cafe_brewery-brown_ale,0,0,245114863617,"{""name"":""Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sports_city_cafe_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+river_west_brewing-india_pale_ale,0,0,245003321344,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+sherlock_s_home-palace_porter,0,0,244987330561,"{""name"":""Palace Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sherlock_s_home"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,16,1
+shmaltz_enterprises-coney_island_lager,0,0,244986871809,"{""name"":""Coney Island Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shmaltz_enterprises"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+troegs_brewing-esb,0,0,245104181251,"{""name"":""ESB"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Tröegs E.S.B. \""extra special bitter\"" is dry hopped in the old world traditions. It has a full bodied caramel malt flavor an spicy hop aroma.   A generous amount of Golding hops are added before fermentation to impart a pleasant \""bouquet nose\"" and balanced with pronounced caramel malts to create a complex, malty, aromatic amber ale."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,13,1
+orlando_brewing-orange_blossom_pilsner,0,0,244869955584,"{""name"":""Orange Blossom Pilsner ²"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orlando_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""When you make a pot of coffee, but only use half the water, you get some pretty rich coffee. That's the approach we took with our latest offering. OBP Squared, with half the water, has 11% alcohol by volume-twice that of original OBP.\r\n\r\nThe result is a bold, distinct taste of its own. Made with twice as much real orange blossom honey, all-natural ingredients and no refined sugar, it really is the new king bee of beers."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,31,1
+o_hara_s_brewpub_and_restaurant-golden_honey_wheat,0,0,244872380417,"{""name"":""Golden Honey Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_hara_s_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+twin_rivers_brewing-weissbier,0,0,245102149633,"{""name"":""Weissbier"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,9,1
+sam_choy_s_breakfast_lunch_crab_big_aloha_brewery-s_team,0,0,244994342913,"{""name"":""S-Team"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sam_choy_s_breakfast_lunch_crab_big_aloha_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+high_falls_brewing-dundee_kolsch_style_ale,0,0,244741832704,"{""name"":""Dundee Kölsch-Style Ale"",""abv"":5.68,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""high_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+maclay_and_co-scotch_ale,0,0,244864450560,"{""name"":""Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maclay_and_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+smuttynose_brewing_co,0,0,245110145024,"{""name"":""Smuttynose Brewing Co."",""city"":""Portsmouth"",""state"":""New Hampshire"",""code"":""3801"",""country"":""United States"",""phone"":""603-436-4026"",""website"":""http://www.smuttynose.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Smuttynose was founded in 1994 by the folks who started the Northampton and Portsmouth Breweries. Our beers - Shoals Pale Ale, Old Brown Dog, Portsmouth Lager, IPA, Robust Porter, The Big Beer Series & our seasonal specialties - are distributed throughout New England and the mid-Atlantic states."",""address"":[""225 Heritage Ave""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.0325,""lon"":-70.7948}}",1,28,1
+platte_valley_brewing-stout,0,0,245003583489,"{""name"":""Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""platte_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+titletown_brewing-millennium_ale,0,0,245120303104,"{""name"":""Millennium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+slab_city_brewing-old_47_ale,0,0,244985036801,"{""name"":""Old 47 Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+iron_hill_brewery_wilmingon-lodestone_lager,0,0,244754153474,"{""name"":""Lodestone Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""iron_hill_brewery_wilmingon"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+manayunk_brewery_and_restaurant-nokdechiloff,0,0,244862222336,"{""name"":""Nokdechiloff"",""abv"":12.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""This winter warmer will knock the chill away until summer. It used as much malt as our brew house can handle and armloads of fresh hops and lovingly laid in our fermentor for four months. Massively malty and balanced with burly bitterness it is truly the king of beers, approaching wine in strength. A definitive one to have when you’re only having one. Adoringly served in brandy snifters to preserve precious properties."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,12,1
+la_jolla_brew_house,0,0,244757233665,"{""name"":""La Jolla Brew House"",""city"":""La Jolla"",""state"":""California"",""code"":""92037"",""country"":""United States"",""phone"":""1-858-456-6279"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7536 Fay Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.8409,""lon"":-117.274}}",1,57,1
+niagara_falls_brewing-eisbock,0,0,244880965635,"{""name"":""Eisbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+southern_tier_brewing_co-hop_sun,0,0,245103067137,"{""name"":""Hop Sun"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Pour Hop Sun Summer Wheat Beer into a pint glass, give it a long whiff and you’ll realize that this isn’t your average wheatbeer. Filtered to a golden clarity and dry-hopped to perfection, Hop Sun is a fantastic session ale in which flavors of wheat, barley and hops commingle to a refreshing and zesty conclusion. Hints of lemon and sweet malts waft to the fore as a touch of bitterness contributes to Hop Sun’s bright finish. Enjoy Hop Sun all summer long as a perfect balance to your outdoor recreation. Summer never tasted so good."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,11,1
+lazy_magnolia_brewing_company-southern_pecan,0,0,244748058626,"{""name"":""Southern Pecan"",""abv"":4.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lazy_magnolia_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Southern Pecan Nut Brown Ale is the first beer in the world, to our knowledge, made with whole roasted pecans. The pecans are used just like grain and provide a nutty characteristic and a delightful depth to the flavor profile. This beer is very lightly hopped to allow the malty, caramel, and nutty flavors shine through. The color is dark mahogany. Southern Pecan won a Bronze Medal in the 2006 World Beer Cup in the Specialty Beer category.""}",1,34,1
+mehana_brewing,0,0,244871069697,"{""name"":""Mehana Brewing"",""city"":""Hilo"",""state"":""Hawaii"",""code"":""96720"",""country"":""United States"",""phone"":""1-808-934-8211"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""275 East Kawili Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":19.706,""lon"":-155.069}}",1,35,1
+river_horse_brewing_company-summer_blonde,0,0,244996112386,"{""name"":""Summer Blonde"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Great summer memories are born out of uncomplicated times. We've made that the basis for our summer blonde recipe and kept this ale pure and simple. Relax and enjoy this all natural, light, golden beauty; a seasonal offering from the River Horse Brewing Company."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,37,1
+thirsty_dog_brewing-old_leghumper_porter,0,0,245101494274,"{""name"":""Old Leghumper Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A robust porter, dark brown in color and full bodied with a malty sweet taste."",""style"":""Porter"",""category"":""Irish Ale""}",1,8,1
+skagit_river_brewing-steelie_brown_ale,0,0,244983660547,"{""name"":""Steelie Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,7,1
+pyramid_alehouse_brewery_and_restaurant_seattle-thunder_head_ipa,0,0,244986216449,"{""name"":""Thunder Head IPA"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+oregon_trail_brewery,0,0,244881489920,"{""name"":""Oregon Trail Brewery"",""city"":""Corvallis"",""state"":""Oregon"",""code"":""97333"",""country"":""United States"",""phone"":""1-503-758-3257"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""341 SW Second Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.5613,""lon"":-123.261}}",1,59,1
+william_kuether_brewing-princess_of_darkness_porter,0,0,245750693889,"{""name"":""Princess of Darkness Porter"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""william_kuether_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+strangford_lough_brewing_company_ltd-st_patrick_s_best,0,0,245121286146,"{""name"":""St. Patrick's Best"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""strangford_lough_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Light and refreshing on the palate, our session best bitter has a classic Irish malt & traditional hop aroma.  Light amber in colour, this smooth beer has hints of caramel with a woody bitterness."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,56,1
+long_trail_brewing_co-blackbeary_wheat,0,0,244877230080,"{""name"":""Blackbeary Wheat"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""long_trail_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Light & refreshing with a hint of blackberry at the finish makes this beer a real thirst quencher. For the health conscious, Blackbeary Wheat has less than 6 grams of carbs and contains 0 fat."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,50,1
+porterhouse_restaurant_and_brewpub-hop_hazard,0,0,244987592704,"{""name"":""Hop Hazard"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""porterhouse_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+steinfels_back_brau-altbier,0,0,245114863618,"{""name"":""Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steinfels_back_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,39,1
+rock_art_brewery-whitetail_golden_ale,0,0,245003321345,"{""name"":""Whitetail Golden Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_art_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our golden American ale has a crisp body and slightly dry, hoppy finish. This is a real treat for the beer lover. Pale, wheat and torrified wheat malts are used with Northern Brewer and Mt. Hood hops."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,54,1
+shipwrecked_brew_pub,0,0,244987396096,"{""name"":""Shipwrecked Brew Pub"",""city"":""Egg Harbor"",""state"":""Wisconsin"",""code"":""54209"",""country"":""United States"",""phone"":""1-888-868-2767"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7791 Egg Harbor Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":45.0495,""lon"":-87.2802}}",1,16,1
+sierra_nevada_brewing_co-bigfoot_2006,0,0,244986937344,"{""name"":""Bigfoot 2006"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+troegs_brewing-sunshine_pils,0,0,245104181252,"{""name"":""Sunshine Pils"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Hop fans rejoice! Sunshine Pils combines the crisp taste of European style pilsners with a kicked-up hop character to create a balanced, refreshing seasonal beer. Golden in color with a fluffy white head, Sunshine Pils is the perfect beer for Summer."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,13,1
+penn_brewery-penn_weizen,0,0,244993097728,"{""name"":""Penn Weizen"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""penn_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Authentic wheat beer, brewed in the Southern German tradition, won the Silver Medal in 1997 and the Gold Medal at the 2000 in Denver, Colorado. Penn Weizen is top-fermented, cask-conditioned, and very effervescent with a slight hint of tangy clove flavor."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,31,1
+old_hat_brewery,0,0,244872380418,"{""name"":""Old Hat Brewery"",""city"":""Lawton"",""state"":""Michigan"",""code"":""49065"",""country"":""United States"",""phone"":""1-269-624-6445"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""114 North Main Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.1682,""lon"":-85.8497}}",1,38,1
+two_dogs_beverage_company,0,0,245102215168,"{""name"":""Two Dogs Beverage Company"",""city"":""Manhasset"",""state"":""New York"",""code"":""11030"",""country"":""United States"",""phone"":""1-516-869-6568"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""272 Plandome Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.7964,""lon"":-73.699}}",1,9,1
+ship_inn_brewpub-best_bitter,0,0,244994342914,"{""name"":""Best Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ship_inn_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+hoppy_brewing_company-total_eclipse_black_ale,0,0,244741832705,"{""name"":""Total Eclipse Black Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""hoppy_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Total Eclipse Black Ale has been described as similar to a light, dry stout. Characterized by its distinctive hop aroma and rich, black color, Total Eclipse redefines the way you think about a dark ale. Brewed at a low temperature to create a refreshingly dry finish, Total Eclipse uses only the finest two row malted barley and hops grown in the great Pacific Northwest. This combination results in a clean, crisp, hand-crafted experience. Hoppy Brewing Company has never used any artificial preservatives, flavors, or colors in any of its ales. The Hoppy label is your guarantee of purity. \r\nIt’s “totally” out of this world delicious!!!"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+magic_hat-lucky_kat,0,0,244864450561,"{""name"":""Lucky Kat"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""A deep golden IPA with a firm malt body, finishing with a big hop aroma."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,18,1
+southern_tier_brewing_co-big_red_imperial_red_ale,0,0,245110210560,"{""name"":""Big Red Imperial Red Ale"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+port_brewing_company-3rd_anniversary_ale,0,0,245003583490,"{""name"":""3rd Anniversary Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,55,1
+tooheys,0,0,245120303105,"{""name"":""Tooheys"",""city"":""Sydney"",""state"":""New South Wales"",""code"":"""",""country"":""Australia"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""29 Nyrang Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-33.8501,""lon"":151.045}}",1,52,1
+sleeman_brewing_malting-sapporo_premium_beer,0,0,244985036802,"{""name"":""Sapporo Premium Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sleeman_brewing_malting"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+john_harvard_s_brew_house_framingham-wilmington_roggen_beer,0,0,244754219008,"{""name"":""Wilmington Roggen Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""john_harvard_s_brew_house_framingham"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+matilda_bay_brewing,0,0,244862222337,"{""name"":""Matilda Bay Brewing"",""city"":""North Fremantle"",""state"":""Western Australia"",""code"":"""",""country"":""Australia"",""phone"":""61-(08)-9430-0777"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""130 Stirling Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":-32.0232,""lon"":115.754}}",1,12,1
+lancaster_brewing_co-boss_hog_double_ipa,0,0,244757233666,"{""name"":""Boss Hog Double IPA"",""abv"":10.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lancaster_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+niagara_falls_brewing-old_jack,0,0,244881031168,"{""name"":""Old Jack"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""niagara_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,58,1
+sprecher_brewing-sprecher_russian_imperial_stout,0,0,245103132672,"{""name"":""Sprecher Russian Imperial Stout"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Once brewed in Britain for the Russian Czars, this tremendously rich and thick ale uses a profusion of burnt and caramel malts. A massive mouthful of dark roasted malt and coffee flavors finishes with hints of chocolate, caramel & licorice."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,11,1
+lion_brewery_ceylon_ltd-lion_stout,0,0,244870676480,"{""name"":""Lion Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""lion_brewery_ceylon_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""\""...the stout was soft, fresh and quite delicious. This was the top-fermenting Lion Stout...It was bottle-conditioned and had an extraordinary chocolaty, mocha...character.\"" - Michael Jackson, The Beer Hunter"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+michigan_brewing-bavarian_dark,0,0,244871069698,"{""name"":""Bavarian Dark"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""michigan_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Russett colored brown ale with a thinner but well defined white head, grainy aromas with a touch of caramel  flavors."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,35,1
+river_west_brewing-nut_brown,0,0,244996177920,"{""name"":""Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+triumph_brewing_of_new_hope,0,0,245101559808,"{""name"":""Triumph Brewing of New Hope"",""city"":""New Hope"",""state"":""Pennsylvania"",""code"":""18938"",""country"":""United States"",""phone"":""1-215-862-8300"",""website"":""http://www.triumphbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""400 Union Square""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":40.3659,""lon"":-74.9544}}",1,8,1
+snake_river_brewing,0,0,245100773376,"{""name"":""Snake River Brewing"",""city"":""Jackson"",""state"":""Wyoming"",""code"":""83001"",""country"":""United States"",""phone"":""307.739.BEER"",""website"":""http://www.snakeriverbrewing.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""from their site: At the Snake River Brewing Company, we think it's far easier to produce a million barrels of so-so beer than one barrel of great beer. So, here in Jackson Hole, we only produce about 5,000 barrels of award-winning beer per year. We operate a 15 barrel, steam fired brew house and hand craft our lagers and ales using several yeast strains along with hops and grains from the United States, British Isles and Europe. The SRB Brewery was also granted Organic certification in 2007 allowing us to create our first Organic Certified beer OB-1, an english style brown ale, which is fast becoming a favorite among our patrons."",""address"":[""265 S. Millward""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.4768,""lon"":-110.765}}",1,7,1
+radeberger_exportbierbrauerei,0,0,244986216450,"{""name"":""Radeberger Exportbierbrauerei"",""city"":""Radeberg"",""state"":""Sachsen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)3528-/-454-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Dresdener Strae 2""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.1148,""lon"":13.915}}",1,14,1
+oy_sinebrychoff_ab-koff_special_iii,0,0,244881489921,"{""name"":""Koff Special III"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oy_sinebrychoff_ab"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+williams_brothers_brewing_company-alba_scots_pine_ale,0,0,245750693890,"{""name"":""Alba Scots Pine Ale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""williams_brothers_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,48,1
+sweetwater_brewing_atlanta-exodus_porter,0,0,245121351680,"{""name"":""Exodus Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_atlanta"",""updated"":""2010-07-22 20:00:20"",""description"":""This is a classic American Porter, poured on tap it has a good head that stays and leaves a nice lace.  It is defined by its chocolate malt, medium body, and smooth mouthfeel.  Balanced by the Golding and Columbus hops on the finish is a hint of bitterness.  \r\nDon’t be afraid of the dark."",""style"":""Porter"",""category"":""Irish Ale""}",1,56,1
+mad_anthony_brewing-old_woody_pale_ale,0,0,244877230081,"{""name"":""Old Woody Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_anthony_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+portsmouth_brewery-kate_the_great_russian_imperial_stout,0,0,244987658240,"{""name"":""Kate The Great Russian Imperial Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""portsmouth_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The granddaddy of stouts.  Intended for export to the Imerial Court of Russia's Catherine the Great.  Jet black.  Full-bodied.  Very strong."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,17,1
+storm_brewing-black_plague_stout,0,0,245114929152,"{""name"":""Black Plague Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""storm_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Derives its name from the historical fact that at one time in Europe beer was about the only safe liquid to drink. Black Plague is Irish style dry stout brewed only in fall and winter and only in small batches to ensure the freshness so paramount to such an intensely roasted beer."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,39,1
+rock_bottom_restaurant_brewery_denver-rocktoberfest,0,0,245003321346,"{""name"":""Rocktoberfest"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_denver"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,54,1
+sierra_nevada_brewing_co-anniversary_ale_2007,0,0,244987396097,"{""name"":""Anniversary Ale 2007"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nEach fall we celebrate our anniversary as one of America’s craft brewing pioneers with a special beer.  This year, in celebration of our 27th year, we have made this beer available to the public for the first time, and aptly named it Anniversary Ale.    \r\n\r\nAnniversary Ale is an American-style IPA featuring Cascade hops, the signature hop used in our Pale Ale. The beer has a pronounced pine and citrus hop aroma balanced by the sweetness of two-row pale and caramel malts. The result is an unusually well-balanced IPA that proves an IPA can be both assertive and elegant. Anniversary Ale is a medium-bodied, well-hopped ale that finishes with a slight malt sweetness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,16,1
+sierra_nevada_brewing_co-glissade_golden_bock,0,0,244986937345,"{""name"":""Glissade Golden Bock"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""As winter begins its slide toward the sunny days of spring, we bring you Glissade Golden Bock to help you enjoy the ride. Glissade is a remarkably mellow take on the traditional spring bock. With restrained sweetness, we emphasize subtle malt flavor, balanced against delicate aromas of spicy and floral European hops. This complex balance helps Glissade slide across the palate—bracing us against the last cold nights of winter, while its bright golden color turns our thoughts toward spring."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,15,1
+troegs_brewing-troegs_pale_ale,0,0,245104246784,"{""name"":""Troegs Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Tröegs Brewery classic, our Pale Ale is copper colored with generous amounts of Cascade hops to create a floral, aromatic pale ale that smells as delicious as it tastes."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,13,1
+rahr_sons_brewing_company-blind_salamander_pale_ale,0,0,244993163264,"{""name"":""Blind Salamander Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rahr_sons_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Blind Salamander Pale Ale is the first of a series of Rahr beers\r\ncalled Rare Breed. These beers are dedicated to improving the lot of\r\nendangered Texas species. Rahr is making donations from these proceeds\r\nto the Texas Parks & Wildlife Foundation to help with the recovery\r\nof these species. \r\n\r\nThe Texas Blind Salamander is a rare cave dwelling troglobite amphibian native to San\r\nMarcos, specifically the San Marcos Pool in the Edwards Aquifer. It has\r\nbright red external gills for absorbing oxygen from the water. Its\r\nmature length is 5 cm and its diet varies by what flows into its cave,\r\nincluding shrimp, snails and amphipods. \r\n\r\nBlind Salamander Pale Ale is a blend of the finest pale malts and East Kent\r\nGoldings hops. The fine balance of these toasted caramel malts and\r\nearthy hops makes Blind Salamander an easy drinking and satisfying ale."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+otto_s_pub_and_brewery-dubbel_ale,0,0,244872445952,"{""name"":""Dubbel Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""An Abbey-style Dubbel ale. This dark amber brown ale is full of apple, raisin, and banana esters with a smooth malty finish."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,38,1
+valley_brewing_company-ports_pale_ale,0,0,245102215169,"{""name"":""Ports Pale Ale"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Ports Pale Ale is an extremely light and easy to drink Pale Ale. It is brewed with the finest German and English Malt and Hops. Brewed for the local Stockton ports baseball team."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,9,1
+shipyard_brewing_portland,0,0,244994408448,"{""name"":""Shipyard Brewing - Portland"",""city"":""Portland"",""state"":""Maine"",""code"":""4101"",""country"":""United States"",""phone"":""1-800-789-0684"",""website"":""http://www.shipyard.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Since 1994, Shipyard Brewing Company has been brewing fine quality products with a wide range of style profiles. We use only top quality ingredients and pride ourselves on the consistency and freshness of our products. All our beer is hand crafted from recipes developed by master brewer Alan Pugsley, one of the most influential people in the craft brewing movement in North America.  Shipyard is available in 35+ states around the country and markets for our freshly brewed, hand-crafted beers continue to expand."",""address"":[""86 Newbury Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.6619,""lon"":-70.2489}}",1,33,1
+indian_wells_brewing-mojave_gold,0,0,244741832706,"{""name"":""Mojave Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""indian_wells_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+mcmenamins_mill_creek,0,0,244864516096,"{""name"":""McMenamins Mill Creek"",""city"":""Mill Creek"",""state"":""Washington"",""code"":""98012"",""country"":""United States"",""phone"":""1-425-316-0520"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""13300 Bothell-Everett Highway #304""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.8774,""lon"":-122.211}}",1,18,1
+steamworks,0,0,245110210561,"{""name"":""Steamworks"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""V6B 5C6"",""country"":""Canada"",""phone"":""1-604-689-2739"",""website"":""http://www.steamworks.com/gastown_index.htm"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Steamworks gets its name from the famous Gastown steam line that runs through our premises. The Gastown Brewing Company, which is located onsite and brews Steamworks beers, uses steam to fire its kettles. The instant heat of steam allows for greater brewing finesse, and most importantly great tasting beer. Whether you're in the mood for a thirst quenching Lions Gate lager, or a full bodied HeriocaTM Oatmeal Stout, we've got a beer to please your palate."",""address"":[""375 Water Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.2849,""lon"":-123.11}}",1,28,1
+port_brewing_company-port_panzer_imperial_pilsner,0,0,245003649024,"{""name"":""Port Panzer Imperial Pilsner"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+twin_ports_brewing,0,0,245120303106,"{""name"":""Twin Ports Brewing"",""city"":""Superior"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":46.7208,""lon"":-92.1041}}",1,52,1
+southampton_publick_house-south_hampton_ipa,0,0,245102346240,"{""name"":""South Hampton IPA"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southampton_publick_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,10,1
+kona_brewing-wailua,0,0,244754219009,"{""name"":""Wailua"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kona_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Wailua is Hawaiian for two fresh water streams mingling. This was just the inspiration we needed for our Limited Release wheat ale brewed with tropical passion Fruit. A refreshing citrusy, sun-colored ale with the cool taste of Hawaii."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,49,1
+mickey_finn_s_brewery-scapegoat_bock,0,0,244862222338,"{""name"":""Scapegoat Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+little_apple_brewing-xx_black_angus_stout,0,0,244880375808,"{""name"":""XX Black Angus Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,57,1
+oak_creek_brewery-oak_creek_amber_ale,0,0,244881031169,"{""name"":""Oak Creek Amber Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+steamworks-skinny_tire_hefeweizen,0,0,245103132673,"{""name"":""Skinny Tire Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Hefeweizen is a faithful version of the traditional Bavarian wheat beer. Hefe is the German word for 'yeast' and weizen means 'wheat'. This beer is made with 40% wheat malt and is brewed with a special yeast that tends to stay in suspension, giving the beer its cloudy appearance. Bavarians are so convinced of the healthful qualities of this yeasty brew that doctors there are known to prescribe two Hefeweizens a day to feeble patients. The yeast used for this brew also imparts its unique spicy, clovey flavour. Some people even detect a light banana flavour. All of these wacky flavours are the natural 'signature' left by this specific yeast strain during its fermentation of the beer and no additional spices are added."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,11,1
+little_apple_brewing,0,0,244870742016,"{""name"":""Little Apple Brewing"",""city"":""Manhattan"",""state"":""Kansas"",""code"":""66502"",""country"":""United States"",""phone"":""1-785-539-5500"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1110 Westloop Center""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.1836,""lon"":-96.5717}}",1,34,1
+midnight_sun_brewing_co-fur_rondy,0,0,244871135232,"{""name"":""Fur Rondy"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Winter Warmer"",""category"":""Other Style""}",1,35,1
+rocky_river_brewing-golden_eagle_helles,0,0,244996177921,"{""name"":""Golden Eagle Helles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rocky_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+troegs_brewing-troegenator_double_bock,0,0,245101559809,"{""name"":""Troegenator Double Bock"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Troegenator Double Bock, is a dark, strong lager (8.2% abv). It pours into a glass with a bronze to brown color, fluffy white head and bready malt aroma. The Troegenator leaves a rich, warming feeling and subtle spicy flavors. The style, Double Bock, dates back a century or so ago. During periods of fasting without solid foods, the Monastic brewers relied on the double bock; a stronger, richer beer to fulfill their basic nutritional needs. Known to them as \""liquid bread,\"" a double bock has a strong malt aroma and chewy rich body. Traditionally these brewers ended the name of their double bock with the suffix \""ator\"", ex. Celabrator, Illuminator, Subliminator... In the spirit of the tradition we give you the Troegenator to provide warmth and richness through the early spring months. A double bock of epic proportions, beware,\r\nthe Troegenator is deceiving smooth and delicious."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,8,1
+southern_tier_brewing_co-pumking_imperial_pumpkin_ale,0,0,245100838912,"{""name"":""Pumking Imperial Pumpkin Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Pumking is an ode to Púca, a creature of Celtic folklore, who is both feared and respected by those who believe in it. Púca is said to waylay travelers throughout the night, tossing them on its back, and providing them the ride of their lives, from which they return forever changed. Brewed in the spirit of All Hallows Eve, a time of the year when spirits can make contact with the physical world and when magic is most potent. Pour Pumking into a goblet and allow it’s alluring spirit to overflow. As spicy aromas present themselves, let it’s deep copper color entrance you as your journey into this mystical brew has just begun. As the first drops touch your tongue a magical spell will bewitch your taste buds making it difficult to escape the Pumking."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,7,1
+red_star_brewery_grille-canvas_back_american_pale_ale,0,0,244986281984,"{""name"":""Canvas Back American Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_star_brewery_grille"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+port_washington_brewing-transcendental_wheat_beer,0,0,245005221888,"{""name"":""Transcendental Wheat Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_washington_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+wynkoop_brewing-st_charles_esb,0,0,245750759424,"{""name"":""St. Charles ESB"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our British-style session beer is cask conditioned and dry hopped. Tea colored with a toasted malt flavor, it's an easy drinker with a light mouthfeel and elgeant hop nose."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,48,1
+tallgrass_brewing_co-oasis,0,0,245121351681,"{""name"":""Oasis"",""abv"":7.2,""ibu"":93.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tallgrass_brewing_co"",""updated"":""2010-11-11 19:32:59"",""description"":""Oasis is a Double ESB/IPAish beer that came about from playing around with one of Jeff"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,56,1
+marin_brewing-mt_tam_pale_ale,0,0,244877295616,"{""name"":""Mt.Tam Pale Ale"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-schneider_weisse,0,0,244987658241,"{""name"":""Schneider Weisse"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,17,1
+stoudt_s_brewery-honey_double_maibock,0,0,245114929153,"{""name"":""Honey Double Maibock"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,39,1
+rogue_ales-juniper_pale_ale,0,0,245003386880,"{""name"":""Juniper Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Juniper Pale Ale: the new package for Yellow Snow Ale (winter 2004/2005). While the recipe (a pale ale infused with whole juniper berries) on the label remain the same, the name and label are new for 2005. Juniper Pale Ale is available in the classic 22-ounce bottle and on draft."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,54,1
+sly_fox_brewhouse_and_eatery_royersford-helles_golden_lager,0,0,245105164288,"{""name"":""Helles Golden Lager"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+southern_tier_brewing_co-southern_tier_ipa,0,0,245104771072,"{""name"":""Southern Tier IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""IPA stands for India Pale Ale and ours is an American version of the classic style.  IPA's namesake lies in its colonial roots.  British soldiers on their way to India drank a lot of beer, but found it would go stale on the long voyages.  Meanwhile, brewers knew that by adding more hops the beer would stay fresh.  Voila!  A new style was born and it is one we are proud to brew.  Southern Tier IPA is triple-hopped on its journey to your glass for a fully aromatic experience."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,15,1
+tworows_restaurant_brewery_dallas-osage_golden_wheat_ale,0,0,245104246785,"{""name"":""Osage Golden Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+remington_watson_smith_brewing-amber_ale,0,0,244993228800,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""remington_watson_smith_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,31,1
+otto_s_pub_and_brewery-slab_cabin_ipa,0,0,244872445953,"{""name"":""Slab Cabin IPA"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic American IPA with lots of floral punch and assertive hop presence. Hopped with Nugget, Palisade and Amarillo colored to a reddish hue thanks to Munich and Aromatic malts"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+victory_brewing-baltic_thunder,0,0,245102215170,"{""name"":""Baltic Thunder"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Truly a worldly beer. Baltic Thunder represents the Baltic Porter style admirably. Exhibiting the enticing, toffee roast of the British porter that originated the style in the 18th century, and the soothing, subtle fruit nuance of contemporary brews that flourish from Helsinki to Vilnius today, this dark lager honors the Baltic god of thunder.  Created by an inspired collaboration of brewers and tempered with a touch of turmoil, Baltic Thunder rolls on to bring you enchanting light as the darkness fades."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,9,1
+sixpoint_craft_ales-hop_obama,0,0,244994408449,"{""name"":""Hop Obama"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sixpoint_craft_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,33,1
+kaiserdom_privatbrauerei_bamberg-rauchbier,0,0,244741898240,"{""name"":""Rauchbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""kaiserdom_privatbrauerei_bamberg"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+minhas_craft_brewery-berghoff_genuine_dark,0,0,244864516097,"{""name"":""Berghoff Genuine Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minhas_craft_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+stillwater_artisanal_ales,0,0,245110276096,"{""name"":""Stillwater Artisanal Ales"",""city"":""Baltimore"",""state"":""Maryland"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.stillwaterales.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.2904,""lon"":-76.6122}}",1,28,1
+port_brewing_company-skye_strong_ale,0,0,245003649025,"{""name"":""Skye Strong Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+tyranena_brewing-three_beaches_honey_blonde_ale,0,0,245120303107,"{""name"":""Three Beaches Honey Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Nothing beats a day at the beach...  the sun, the sand and, of course, the scenery. Here in Lake Mills, the three beaches of Rock Lake have drawn young and old for generations... to laugh, to play, to frolic, to just escape stresses of life for a time. Three Beaches Honey Blonde is like a day at the beach... light, bleached blonde, gleefully effervescent, free from bitterness and sure to improve your attitude. When you need a little attitude adjustment, spend a day at the beach with Three Beaches Honey Blonde... and you won't even have to wash the sand out of your suit!\r\n\r\nThree Beaches Honey Blonde is our Wisconsin version of the American Blonde Ale. This beer is light-bodied with a sweet touch of honey and a mild citrus accent."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,52,1
+southern_tier_brewing_co-chautauqua_brew,0,0,245102346241,"{""name"":""Chautauqua Brew"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,10,1
+krogh_s_restaurant_and_brewpub,0,0,244754219010,"{""name"":""Krogh's Restaurant and Brewpub"",""city"":""Sparta"",""state"":""New Jersey"",""code"":""7871"",""country"":""United States"",""phone"":""1-973-729-8428"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""23 White Deer Plaza""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":41.0323,""lon"":-74.6407}}",1,49,1
+middle_ages_brewing-swallow_wit,0,0,244862287872,"{""name"":""Swallow Wit"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A wheat beer brewed in the style of a Belgian wit bier while using British ingredients. Lite and refreshing spiced with coriander and orange peel."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,12,1
+long_valley_pub_brewery,0,0,244880375809,"{""name"":""Long Valley Pub & Brewery"",""city"":""Long Valley"",""state"":""New Jersey"",""code"":""7853"",""country"":""United States"",""phone"":""1-908-876-1122"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1 Fairmount Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.7843,""lon"":-74.78}}",1,57,1
+otto_s_pub_and_brewery-arthur_s_english_old_ale,0,0,244881031170,"{""name"":""Arthur's English Old Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big malty ale brewed in the style of English Old Ales. Deep ruby in color and lightly bittered with a big malty backbone."",""style"":""Old Ale"",""category"":""British Ale""}",1,58,1
+steel_brewing-high_gravity_lager,0,0,245103132674,"{""name"":""High Gravity Lager"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+magic_hat-hipa,0,0,244870742017,"{""name"":""HIPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+midnight_sun_brewing_co-lust,0,0,244871135233,"{""name"":""Lust"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""LUST Belgian-style Dark Strong Ale stirs shameless desire in men (and women) with its captivating appearance, enticing aroma and satisfying flavors. Aged in bourbon oak barrels for twelve months, Lust is worldly, smooth and decadent. Sour cherries contribute tartness while brettanomyces brings muskiness to this naughty brew. \r\n\r\nThe pleasure you derive from this dark beer is beyond words. \r\n\r\nLUST. Regret. Repent. Repeat."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,35,1
+roffey_brewery-overcast_ale,0,0,244996177922,"{""name"":""Overcast Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roffey_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+tworows_restaurant_brewery_dallas-route_66_amber_ale,0,0,245101625344,"{""name"":""Route 66 Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+tablerock,0,0,245100838913,"{""name"":""Tablerock"",""city"":""Boise"",""state"":""Idaho"",""code"":""83702"",""country"":""United States"",""phone"":""(208) 342-0944"",""website"":""http://www.tablerockbrewpub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""705 Fulton St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.6113,""lon"":-116.206}}",1,7,1
+rockyard_brewing-hopyard_ipa,0,0,244986281985,"{""name"":""Hopyard IPA"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rockyard_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+ramapo_valley_brewery-copper,0,0,245005287424,"{""name"":""Copper"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ramapo_valley_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,59,1
+zea_rotisserie_and_brewery-ponchartrain_porter,0,0,245750759425,"{""name"":""Ponchartrain Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,48,1
+tampa_bay_brewing-old_elephant_foot_ipa,0,0,245121417216,"{""name"":""Old Elephant Foot IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tampa_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,56,1
+maritime_pacific_brewing-flagship_red_alt_ale,0,0,244877295617,"{""name"":""Flagship Red Alt Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+privater_brauereigasthof_greifenklau,0,0,244987658242,"{""name"":""Privater Brauereigasthof Greifenklau"",""city"":""Bamberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)951-/-53219"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Laurenziplatz 20""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.8851,""lon"":10.8823}}",1,17,1
+stout_brothers_public_house-yodeler_weisse,0,0,245114929154,"{""name"":""Yodeler Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,39,1
+salado_creek_brewing_company-amber,0,0,245003386881,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""salado_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+spaten_franziskaner_brau-oktoberfestbier_oktoberfest_ur_marzen,0,0,245105164289,"{""name"":""Oktoberfestbier / Oktoberfest Ur-Märzen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,16,1
+springfield_brewing-mueller_doppelbock,0,0,245104836608,"{""name"":""Mueller Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""springfield_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,15,1
+victory_brewing-yakima_glory,0,0,245745778688,"{""name"":""Yakima Glory"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-11-27 12:29:23"",""description"":""The tenacious grip of big, juicy hop aroma and character slides smoothly into rich, dark malts. This heavyweight battle between fresh, Yakima Valley hops and dark, roasted malts is resolved harmoniously as the flavors merge to deliver complex satisfaction with a warming edge. Bask in the "",""style"":""American-Style India Black Ale"",""category"":""North American Ale""}",1,13,1
+ridgeway_brewing-lump_of_coal_dark_holiday_stout,0,0,244993228801,"{""name"":""Lump of Coal Dark Holiday Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ridgeway_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,31,1
+pennichuck_brewing_company-pompier,0,0,244996505600,"{""name"":""Pompier"",""abv"":12.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our fourth in the Firehouse Ales Series, Pompier means \""fireman\"" in French and represents our continued commitment to celebrate and honor the men and women who respond to the call day after day.  Pompier is rich and  smooth with complexities that come from a huge grain bill comprised of premium imported specialty malts, French Strisselspalt aroma hops and a 3 month aging process in oak hogsheads where it is combined with toasted French oak wood chips and champagne yeast.  Pompier is intended to be a vintage quality English-Style Barleywine with a French twist.  Appreciate its fine character and 12.1%ABV when we release this single 10 barrel batch sometime in December or you may choose to cellar it for many years to come.  \r\n\r\nYou will find Pompier on retail shelves packaged in the same 1 Liter Swing-Top bottle that has become a signature for our specialty beers.""}",1,38,1
+weyerbacher_brewing_company-eleven,0,0,245745057792,"{""name"":""Eleven"",""abv"":11.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Eleventh anniversy ale, released in July 2006 only is a Triple IPA made exclusively with Phoenix hops. 11.7% abv make this Triple IPA powerful, but the Phoenix hops keep it smooth.  Phoenix is another one of those hops with low cohumulone levels, which means  when used in very large quantities (as we do in Eleven) the hops flavor is very smooth, not a hint of harshness for the enormous amounts of hops in the brew.  As with all of our Anniversay ales, this one will age fantastically and will never be made again, as each anniversary is an entirely different brew."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,9,1
+smoky_mountain_brewing,0,0,245112242176,"{""name"":""Smoky Mountain Brewing"",""city"":""Knoxville"",""state"":""Tennessee"",""code"":""37902"",""country"":""United States"",""phone"":""1-423-673-8400"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""424 South Gay Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":35.9657,""lon"":-83.9181}}",1,33,1
+knigsbacher_brauerei-pils,0,0,244741898241,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""knigsbacher_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+new_belgium_brewing-abbey_belgian_style_ale,0,0,244864581632,"{""name"":""Abbey Belgian Style Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_belgium_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Winner of four World Beer Cup medals and eight medals at the Great American Beer Fest, Abbey Belgian Ale is the Mark Spitz of New Belgium’s lineup - but it didn’t start out that way. When Jeff and Kim first sampled the beer at the Lyons Folks Fest, reviews were mixed at best. One of founder Jeff’s first two Belgian style homebrews (along with Fat Tire), Abbey is a Belgian dubbel (or double) brewed with six different malts and an authentic Belgian yeast strain. Abbey is bottle-conditioned, weighs in at 7.0% alcohol by volume, and pairs well with chocolate (or boldly served by itself) for dessert."",""style"":""Belgian-Style Dubbel"",""category"":""Belgian and French Ale""}",1,18,1
+stone_brewing_co-vertical_epic_06_06_06,0,0,245110276097,"{""name"":""Vertical Epic 06.06.06"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+privatbrauerei_gaffel,0,0,245003649026,"{""name"":""Privatbrauerei Gaffel"",""city"":""Kln"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)221-/-160060"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Eigelstein 41""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":50.9465,""lon"":6.9563}}",1,55,1
+wagner_valley_brewing-oatmeal_stout,0,0,245751283712,"{""name"":""Oatmeal Stout"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wagner_valley_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pours a very deep black with a pleasant aroma and a thick brown head.  It has the usual coffee taste you would expect with a hint of chocolate.  There is quite a lot of carbonation but is very drinkable."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,52,1
+spanish_peaks_brewing-black_dog_yellowstone_ale,0,0,245102411776,"{""name"":""Black Dog Yellowstone Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spanish_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+labatt_ontario_breweries-labatt_sterling,0,0,244754284544,"{""name"":""Labatt Sterling"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""labatt_ontario_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""With only 88 calories per 341 ml bottle, Labatt Sterling is a light, refreshing beer with 1/3 less calories than regular beers. In other words, it's a great tasting beer...that won't slow you down."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,49,1
+moosejaw_pizza_dells_brewing_company-dells_chief_amber_ale,0,0,244862287873,"{""name"":""Dells Chief Amber Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moosejaw_pizza_dells_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+mad_river_brewing-john_barleycorn_barleywine_style_ale,0,0,244880441344,"{""name"":""John Barleycorn Barleywine Style Ale"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Seasonal Offering. We honor the Harvest & Holidays each year by brewing a traditional Barleywine style ale, using a variety of ingredients. The Label, created by local artist Janis Taylor, is a folksy woodcut based on the tale of John Barleycorn in verse.\r\n\r\nBrewed in small 10-barrel batches with Certified Organic barley malt, this crimson hued ale has a sweet caramel nose with a zesty spicy, citrus taste. It has a slight hop finish and leaves a warm, tingling sensation on the tongue. A great winter warmer!\r\nStarting Gravity \t1.098\r\nFinish Gravity \t1.020\r\nABV \t9.5\r\nIBU \t96\r\n\r\n-http://www.madriverbrewing.com/pages/brews/john_barleycorn.html"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,57,1
+otto_s_pub_and_brewery-old_fugget,0,0,244881031171,"{""name"":""Old Fugget"",""abv"":11.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A big, bold ale brewed in the style of classic barleywines. Served lightly carbonated through the handpump at cellar temperature."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,58,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-melon_head_red,0,0,245103132675,"{""name"":""Melon Head Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,11,1
+manhattan_beach_brewing-rat_beach_red_ale,0,0,244870807552,"{""name"":""Rat Beach Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manhattan_beach_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,34,1
+miller_brewing-miller_high_life,0,0,244871135234,"{""name"":""Miller High Life"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""miller_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Miller High Life, the \""champagne of beers,\"" dates back to 1903. Miller High Life is a classic American-style lager recognized for its consistently crisp, smooth taste and classic clear-glass bottle. Miller High Life embraces its rich heritage and is positioned as common sense in a bottle. Its drinkers know Miller High Life is an authentic, unpretentious beer. As the best beer value in America, we encourage our target consumers to \""Celebrate the High Life.\"""",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,35,1
+rogue_ales-frosty_frog,0,0,244996243456,"{""name"":""Frosty Frog"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong, but well balanced winter warmer, this ale has extreme complexity made for a holiday feast.  The addition of Raisins and Molasses in the brewing process produces unusual spiced rum like flavors to go along with the well balanced malt and hops.  \r\nNo Chemicals, Additives or Preservatives."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,37,1
+unibroue-edition_2005,0,0,245101625345,"{""name"":""Édition 2005"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,8,1
+tailgate_beer-tailgate_sweet_stout,0,0,245100838914,"{""name"":""Tailgate Sweet Stout"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""Bronze medal award winner - Sweet Stout Category – California State Fair 2008 Commercial Craft Brew Competition\r\n\r\nDon’t be afraid of the dark. This Sweet Stout is a surprisingly charming, and yet extremely robust ale that spills a soothing bouquet of caramel, chocolate and lightly roasted oats.  As a truly unique foray into the world of stout ales, this sweet stout drinks so light you might be surprised at how apt you are to enjoy the darkest of TailGate Beer’s. The flavors are so rich and smooth that this TGB Sweet Stout can cool you on the hottest of days and warm you in the worst that winter can bring. Here is heaven in a bottle. If it weren't so wrong, this is what you wish mom could have given you in your baby bottle.  Treat yourself right and enjoy an experience that is the best dessert to pass through your lips since mom last made her best fruit pie for you."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,7,1
+sacramento_brewing_company-barristers_bitter,0,0,244986281986,"{""name"":""Barristers Bitter"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Low in alcohol but big in flavor. This beer is dry hopped like an IPA but the alcohol and bitterness have been reduced for a great session beer."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,14,1
+real_ale_brewing_company-rio_blanco_pale_ale,0,0,245005287425,"{""name"":""Rio Blanco Pale Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""real_ale_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep golden and malty, with a spicy hop flavor and well balanced hop bitterness, Rio Blanco is a uniquely Texan interpretation of an English-style pale ale. Czech Saaz hops provide a crisp finish and delicate aroma."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,59,1
+taylor_s_restaurant_and_brewery-hefeweizen,0,0,245121417217,"{""name"":""Hefeweizen"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,56,1
+maritime_pacific_brewing-old_seattle_lager,0,0,244877295618,"{""name"":""Old Seattle Lager"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maritime_pacific_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+randy_s_fun_hunters_brewery_restaurant_and_banquet_center-pale_ale,0,0,244987723776,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""randy_s_fun_hunters_brewery_restaurant_and_banquet_center"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+surly_brewing,0,0,245114929155,"{""name"":""Surly Brewing"",""city"":""Brooklyn Center"",""state"":""Minnesota"",""code"":""55429"",""country"":""United States"",""phone"":""1-763-535-3330"",""website"":""http://www.surlybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""4811 Dusharme Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.0429,""lon"":-93.3246}}",1,39,1
+san_diego_brewing-dubble_fantasy,0,0,245003386882,"{""name"":""Dubble Fantasy"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Abbey ale with hints of bubble gum flavor."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,54,1
+sprecher_brewing-sprecher_oktoberfest,0,0,245105164290,"{""name"":""Sprecher Oktoberfest"",""abv"":5.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Traditionally brewed to celebrate the harvest season, this reddish-brown lager has a rich caramel character and a long flavorful finish. Its delicious malty sweetness is nicely accented by a slighty fruity bouquet and a mild hop flavor."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,16,1
+stevens_point_brewery-bock,0,0,245104836609,"{""name"":""Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,15,1
+vintage_50_restaurant_and_brew_lounge,0,0,245745778689,"{""name"":""Vintage 50 Restaurant and Brew Lounge"",""city"":""Leesburg"",""state"":""Virginia"",""code"":""20176"",""country"":""United States"",""phone"":""(703) 777-2169"",""website"":""http://www.vintage50.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Vintage 50, at this Leesburg, Virginia classically modern brewery.  Whether you enjoy a fine California cabernet paired with innovative New American fare, or a cold beer brewed on-site paired with classic comfort food, you will feel at home at Vintage 50. Guests will relax in style while enjoying libations from near and far as well as a menu that features fresh, seasonal ingredients."",""address"":[""50 Catoctin Ct. NE #100""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.1126,""lon"":-77.5537}}",1,13,1
+rock_bottom_restaurant_brewery_san_jose-stillwater_stout,0,0,244993228802,"{""name"":""Stillwater Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,31,1
+pete_s_brewing-pete_s_rally_cap_ale,0,0,244996571136,"{""name"":""Pete's Rally Cap Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The key ingredient to a good summer is a GREAT brew! Born to play, Pete's Wicked Rally Cap Ale is crafted with a special blend of pale and wheat malts, Mt. Hood hops and a smack of natural lemon. Get in the game... Get Wicked!"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,38,1
+weyerbacher_brewing_company-quad,0,0,245745123328,"{""name"":""Quad"",""abv"":11.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Grand Champion in the 2000, and again in 2004 at United States Beer Tasting Championship, Weyerbacher QUAD is the first quadrupel style beer to be commercially brewed and bottled in the United States.\r\n\r\nIn December 2002 QUAD won Mid-Atlantic Champion at the USBTC for the third year in a row.\r\n\r\nMassively big and delicious, QUAD is an elegant and dark ale. Rich with complexity and flavor, try savoring it after a long day or during a fine dinner. You also might enjoy it as an aperitif or as an accompaniment to a dessert, but QUAD stands alone quite well. We recommend enjoying QUAD in a brandy snifter or wineglass so you can drink in the aroma of this fine elixir. QUAD, with an alcohol content of 11.8% (by volume) is the strongest beer we make, so please pay proper accord as you enjoy it.\r\n\r\nAs with any higher alcohol beers, QUAD will be at its best after a period of 6 or 12 months in the bottle, perhaps longer. We expect a shelf life of 3-5 years, but go ahead, we know you can't wait (we couldn't either). Enjoy one now, and another every month or two, and you'll be truly amazed as QUAD gains smoothness and complexity over time as it ages."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,9,1
+southend_brewery_and_smokehouse_charleston-blonde,0,0,245112307712,"{""name"":""Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+krogh_s_restaurant_and_brewpub-alpine_glow_red_ale,0,0,244741898242,"{""name"":""Alpine Glow Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""krogh_s_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,19,1
+nodding_head_brewpub-tart,0,0,244864581633,"{""name"":""Tart"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+stone_city_brewing-iowa_pale_ale,0,0,245110276098,"{""name"":""Iowa Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+privatbrauerei_hofmhl-dunkel,0,0,245003714560,"{""name"":""Dunkel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""privatbrauerei_hofmhl"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+wells_and_youngs_brewing_company_ltd-wells_bombardier_english_bitter,0,0,245751283713,"{""name"":""Wells Bombardier English Bitter"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wells_and_youngs_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,52,1
+st_peter_s_brewery-india_pale_ale,0,0,245102477312,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+left_hand_brewing_company-sawtooth_ale,0,0,244754350080,"{""name"":""Sawtooth Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""left_hand_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+murphy_s_wagon_wheel-red_ale,0,0,244862287874,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""murphy_s_wagon_wheel"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+manayunk_brewery_and_restaurant-california_dreaming,0,0,244880441345,"{""name"":""California Dreaming"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""manayunk_brewery_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""Imperial, or super IPA’s were spawned out of the fascination of hops by the American consumer and are beyond Pale Ales and IPA’S in terms of both hop and alcohol content. Our interpretation is orange-gold in color, lightly bitter but highly hoppy with a firm malt backbone. \r\nWe’ll gladly put this head-to-head with the best that those California Hophead/Brewers have to offer."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+paper_city_brewing_company,0,0,245004894208,"{""name"":""Paper City Brewing Company"",""city"":""Holyoke"",""state"":""Massachusetts"",""code"":""1040"",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""108 Cabot St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.2012,""lon"":-72.6104}}",1,58,1
+stone_brewing_co-imperial_stout_2002,0,0,245103198208,"{""name"":""Imperial Stout 2002"",""abv"":9.47,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,11,1
+millrose_brewing-south_barrington_stout,0,0,244870807553,"{""name"":""South Barrington Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+minneapolis_town_hall_brewery-black_h2o_oatmeal_stout,0,0,244871200768,"{""name"":""Black H2O Oatmeal Stout"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our darkest and most heavy regular offering. It is virtually black in color and features rich roasted malt flavor with a delicate caramel and vanilla finish. It is carbonated and served with the use of nitrogen gas, giving the Black Water a beautiful cascading pour and thick, creamy foam atop your glass. Made with only the freshest American malts and English hops."",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,35,1
+rothaus_brauerei,0,0,244996243457,"{""name"":""Rothaus Brauerei"",""city"":""Hartford"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.3178,""lon"":-88.379}}",1,37,1
+unibroue-trois_pistoles,0,0,245101690880,"{""name"":""Trois Pistoles"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Trois Pistoles has a dark brown color topped with a rich foam mousse.\r\nIts slightly sweet taste is enhanced by accents of roasted malt, cocoa, ripe fruit and dark spices with a smooth finish like an old port.\r\n\r\nBrewed with four selected malts and four\r\nexotic spices, Trois Pistoles beckons with a\r\nsubtle sweetness that makes it surprisingly\r\nsmooth and satisfying for a beer of such strength and complexity."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,8,1
+the_alchemist-hellbrook,0,0,245100904448,"{""name"":""Hellbrook"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""This American double red ale is packed with enough hops to balance the full malty body."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+saint_louis_brewery_schlafy_tap_room-schlafly_pilsner,0,0,244986347520,"{""name"":""Schlafly Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+rock_bottom_restaurant_brewery_milwaukee,0,0,245005287426,"{""name"":""Rock Bottom Restaurant & Brewery - Milwaukee"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":""53203"",""country"":""United States"",""phone"":""1-414-276-3030"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""740 North Plankinton Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0399,""lon"":-87.9117}}",1,59,1
+thirsty_dog_brewing-twisted_kilt_scotch_ale,0,0,245121482752,"{""name"":""Twisted Kilt Scotch Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Caramelized sugars lend a unique flavor and aroma to this lightly hopped, malty smooth, Scottish Export Ale."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,56,1
+mickey_finn_s_brewery-scapegoat_doppelbock,0,0,244877361152,"{""name"":""Scapegoat Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+rch_brewery,0,0,244987723777,"{""name"":""RCH Brewery"",""city"":""Weston-super-Mare"",""state"":""Somerset"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01934)-834447"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""West Hewish""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.3723,""lon"":-2.8773}}",1,17,1
+taylor_s_crossing_brewing,0,0,245114994688,"{""name"":""Taylor's Crossing Brewing"",""city"":""North Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-984-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1025 Marine Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.3238,""lon"":-123.102}}",1,39,1
+schooner_brewery-downtown_brown,0,0,245003452416,"{""name"":""Downtown Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,54,1
+standing_stone_brewing_company-standing_stone_nitro_stout,0,0,245105229824,"{""name"":""Standing Stone Nitro Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""With its dark-roasted coffee aroma, espresso and chocolate flavor, this stout has flaked oats which create a velvety body and a dry finish."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+stewart_s_brewing-highlander_stout,0,0,245104836610,"{""name"":""Highlander Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stewart_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,15,1
+vyturio_alaus_darykla-1784_anniversary_beer,0,0,245745778690,"{""name"":""1784 Anniversary Beer"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vyturio_alaus_darykla"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,13,1
+salopian_brewery,0,0,244993294336,"{""name"":""Salopian Brewery"",""city"":""Shrewsbury"",""state"":""Shropshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01743)-248414"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""67 Mytton Oak Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":52.7069,""lon"":-2.787}}",1,31,1
+pike_pub_and_brewery-xxxxx_stout,0,0,244996571137,"{""name"":""XXXXX Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pike_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+wharf_rat,0,0,245745123329,"{""name"":""Wharf Rat"",""city"":""Baltimore"",""state"":""Maryland"",""code"":""21201"",""country"":""United States"",""phone"":""410-244-8900"",""website"":""http://www.thewharfrat.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""206 W. Pratt St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.2866,""lon"":-76.6182}}",1,9,1
+southern_tier_brewing_co-mokah_imperial_blended_stout,0,0,245112373248,"{""name"":""Mokah Imperial Blended Stout"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""When empirical and creative impulses collide, the result is often timeless. The classic utility-art aesthetic of the coffee maker is an example of design and engineering working in concert. \r\n\r\nIt is through similar cooperation that the simple bitter cocoa bean is transformed into a sweet treat. As scientists, our brewers utilize their materials to exacting standards. As artists, they couldn’t resist the temptation to combine two of our highly acclaimed Blackwater Series Imperial Stouts: Jahva and Choklat. Alone each is perfect, but together as Mokah they are an inimitable expression of two of the world’s most sought after flavors. Enjoy Mokah stout with – or as – your favorite dessert!\r\n11.0% abv • 27º plato • Imperial Stout Brewed with Coffee & Chocolate • 22 oz / 1/6 keg\r\n2-row pale malt • 2-row barley • caramel, chocolate & black malts • roasted barley barley flakes • Jamaican roasted coffee • bittersweet Belgian chocolate • chinook, willamette, cascade & columbus hops"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,33,1
+la_jolla_brewing-little_point_pale,0,0,244741963776,"{""name"":""Little Point Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""la_jolla_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,19,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_doppelt_ipa,0,0,244864581634,"{""name"":""Nøgne Ø Doppelt IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in collaboration with brewmaster Toshi Ishii from Yo-Ho Brewing, Japan. \r\n\r\nMalt: lager, münchener, crystal \r\nHops: Millennium, Centennial, Chinnok, Amarillo and Brewers Gold. \r\n\r\n19° P, 100 IBU, 8% ABV."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,18,1
+storm_brewing-hurricane_i_p_a,0,0,245110341632,"{""name"":""HURRICANE I.P.A."",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""storm_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""“A complex, flavourful and fascinating ale lies just on the edge of being totally out of control.” —Stephan Beaumont, Celebrator Beer News\r\n\r\nIndia Pale Ale dates back to the 1700’s when Britain needed a hearty beer to ship to her troops in India. Because the ships had to cross the equator twice to get there, spoilage was a major problem until some clever brewer realized that both alcohol and hops are natural preservatives. James brews Hurricane I.P.A. in this tradition, and packs it with enough hops and alcohol to survive crossing the orbit of Mercury twice. The grist is 100% Gambrinus premium 2-row barley malt, copiously hopped with fresh Centennial and Willamette. The result is a rich, golden, intense beer with bitterness in perfect balance with residual sweetness."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,28,1
+pug_ryan_s_steakhouse_and_brewery,0,0,245003714561,"{""name"":""Pug Ryan's Steakhouse and Brewery"",""city"":""Dillon"",""state"":""Colorado"",""code"":""80435"",""country"":""United States"",""phone"":""1-970-468-2145"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""104 Village Place""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.6282,""lon"":-106.047}}",1,55,1
+weyerbacher_brewing_company-merry_monks,0,0,245751349248,"{""name"":""Merry Monks"",""abv"":9.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Merry Monks' Ale is a Belgian style Abby Trippel without limitation.  This style was created by Trappist Monks in Belgium over 500 years ago. To be true to the style, Merry Monks' Ale is bottle conditioned. This means we add a bit of sugar and yeast just prior to bottling. This imparts a special effervescence to the beer, a creamier carbonation, and also extends the shelf life. The on-going fermentation inside the bottle will change the character of the beer as it ages, and you'll find it becomes dryer with age. You may want to lay down a few bottles for future evaluation. We suggest storing at cellar temperatures -around 55 degrees F- and away from light.\r\n\r\nWhen you try this beer you're in for a unique treat. The special effervescence and creaminess are immediately apparent when pouring. The Pilsner malts combined with the Belgian yeast strains  yield a remarkable and complex flavor- perhaps you'll note subtle hints of fruit or spice. The flavor is nicely balanced and the finish moderate to dry , begging for the next sip.\r\n\r\nYou might ask why we go through all this trouble and expense for just a beer, but one taste and you'll know the Merry Monks' Ale (9.3% ABV) will more than complement any meal it accompanies. Enjoyed best around 48 degrees F, it also makes a fine after-dinner drink."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,52,1
+stone_brewing_co-stone_cali_belgique,0,0,245102477313,"{""name"":""Stone Cali-Belgique"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,10,1
+liefmans_breweries-lucifer,0,0,244754415616,"{""name"":""Lucifer"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""liefmans_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+myanmar_brewery_and_distillery,0,0,244862353408,"{""name"":""Myanmar Brewery and Distillery"",""city"":""Yangon"",""state"":"""",""code"":"""",""country"":""Myanmar"",""phone"":""95-1-636258"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""No. 45, No. 3 Trunk Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":16.7779,""lon"":96.1679}}",1,12,1
+marshall_brewing_company-mcnellie_s_pub_ale,0,0,244880506880,"{""name"":""McNellie's Pub Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""marshall_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,57,1
+paulaner-hacker_pschorr_weisse,0,0,245004959744,"{""name"":""Hacker-Pschorr Weisse"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""paulaner"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,58,1
+stone_coast_brewing_portland,0,0,245103198209,"{""name"":""Stone Coast Brewing - Portland"",""city"":""Portland"",""state"":""Maine"",""code"":""4103"",""country"":""United States"",""phone"":""1-207-774-7437"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""23 Rice Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.71,""lon"":-70.305}}",1,11,1
+moose_s_tooth_pub_and_pizzeria,0,0,244870807554,"{""name"":""Moose's Tooth Pub and Pizzeria"",""city"":""Anchorage"",""state"":""Alaska"",""code"":""99503"",""country"":""United States"",""phone"":""(907) 258-2537"",""website"":""http://www.moosestooth.net/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3300 Old Seward Highway""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":61.1902,""lon"":-149.869}}",1,34,1
+minocqua_brewing_company-bohemian_pilsner,0,0,244871200769,"{""name"":""Bohemian Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minocqua_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+russian_river_brewing-beer_esteem,0,0,244996308992,"{""name"":""Beer Esteem"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""If you can't feel good about your beer... what else is worth feeling good about.\""\r\nWe call Beer Esteem a California Common because it is brewed with a lager yeast and it is fermented at warmer ale temperatures. However, Beer Esteem is distinctly different from other California Commons. With a unique hop profile, a lager yeast not typically used for the style, and a \""Russian River\"" twist, Beer Esteem is anything but \""Common.\"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+water_street_lake_country-irish_red,0,0,245744992256,"{""name"":""Irish Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,8,1
+the_church_brew_works-pipe_organ_pale_ale,0,0,245100904449,"{""name"":""Pipe Organ Pale Ale"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""When the British introduced draught pale ale to America, the Pipe Organ Pale Ale is what they had intended. It is truly British in character. Brewed with pale ale malt and a touch of caramel malt, it has a light copper color and subtle body. The maltiness is carefully balanced with only the best English hops - East Kent Goldings. Although this beer has a fair amount of hops, the caramel maltiness perfectly balances its profile."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+samuel_smith_old_brewery_tadcaster-india_ale,0,0,244986413056,"{""name"":""India Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""samuel_smith_old_brewery_tadcaster"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+rogue_ales-monk_madness_ale,0,0,245005352960,"{""name"":""Monk Madness Ale"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Let us give praise to our maker and glory to his bounty by learning about beer.\"" ~ Friar Tuck \r\nThe debut of Monk Madness began with the Johns Locker Stock draft program before being released to the Rogue Nation in the autumn of 2006 in 22-ounce bottles and kegs. Five layers of malt create a complex, slightly sweet flavor balanced by five different hop varieties. A versatile and robust ale, we recommend pairing this with spicy foods, stong cheeses, and/or with dessert. \r\n\r\nMonk Madness Ale is brewed with 12 ingredients: 2-row Pale, Belgian Munich, Belgian Special B, Weyermann Melonodon, and Amber Malts; Belgian Nobles, Chinook, Amarillo, Centennial, and Summit Hops; along with free-range coastal water and Rogues proproetary PacMan Yeast. Available in 22 ounce bottles and kegs. Note, Monk Madness was not brewed in the winter of 2007-2008 due to shortages of the speciality malts."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,59,1
+thirstybear_brewing-meyer_esb,0,0,245121482753,"{""name"":""Meyer ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+molson_breweries_of_canada-carling,0,0,244877361153,"{""name"":""Carling"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""molson_breweries_of_canada"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+rivertowne_pour_house-melting_pot_pale_ale,0,0,244987723778,"{""name"":""Melting Pot Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rivertowne_pour_house"",""updated"":""2010-07-22 20:00:20"",""description"":""If you liked the Nobleman this one should blow you away! We took malt and hops from around the world to create this International Pale ale! This beer has an incredible amount of hop flavor and the perfect hop bite!"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+taylor_s_restaurant_and_brewery-amber_ale,0,0,245114994689,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,39,1
+schooner_brewery-rainbow_trout_stout,0,0,245003452417,"{""name"":""Rainbow Trout Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,54,1
+steinfels_back_brau-herbstbier,0,0,245105295360,"{""name"":""Herbstbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steinfels_back_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,16,1
+stone_brewing_co-stone_12_anniversery_bitter_chocolate_oatmeal_stout,0,0,245104902144,"{""name"":""Stone 12 Anniversery Bitter Chocolate Oatmeal Stout"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Anniversary Ale this year stems from 2 pilot beers that were brewed by members of Team Stone. The first was Jeremy Moynier’s incredibly delicious Oatmeal Stout, and the second was Jake Ratzke’s amazing homebrewed Imperial Stout that had authentic Oaxacan chocolate added to the boil. We loved both beers so much that we decided to combine the recipes to make this year’s Anniversary offering: Stone 12th Anniversary Bitter Chocolate Oatmeal Stout. This beer pours deep black with a rich brown head of foam. The aroma is dominated by roast malt and cocoa. Upon tasting, the cocoa (we used unsweetened, unprocessed cacao sourced through our friends at Chuao Chocolatier) really comes through with a deep chocolate flavor and a long lasting bitter finish. The roasted grains used add coffee and licorice accents. It is a thick beer, but not sweet, with the addition of oatmeal in the mash providing a rich, silky mouthfeel that adds to the creamy texture.""}",1,15,1
+water_street_lake_country-old_world_oktoberfest,0,0,245745844224,"{""name"":""Old World Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,13,1
+san_diego_brewing-mission_gorge_porter,0,0,244993359872,"{""name"":""Mission Gorge Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,31,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-aventinus_weizen_eisbock,0,0,244996636672,"{""name"":""Aventinus Weizen-Eisbock"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,38,1
+wynkoop_brewing-b3k_schwarzbier,0,0,245745123330,"{""name"":""B3K Schwarzbier"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This German-style black lager has a deep color and gently roasted flavors balanced by an understated hoppiness. A thirst-quenching version of dark beer. A 2008 Great American Beer Festival Gold Medal Winner in the German Schwarzbier category."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,9,1
+speakeasy_ales_and_lagers-big_daddy_ipa,0,0,245112373249,"{""name"":""Big Daddy IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""speakeasy_ales_and_lagers"",""updated"":""2010-07-22 20:00:20"",""description"":""No lightweight, Big Daddy I.P.A tips the scales with a huge hop flavor and a clean, dry finish that leaves the scene without a trace."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,33,1
+laconner_brewing-laconner_pilsener,0,0,244741963777,"{""name"":""LaConner Pilsener"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""laconner_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,19,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_india_pale_ale,0,0,244864647168,"{""name"":""Nøgne Ø India Pale Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, malty, and very bitter ale. Cascade hops provide a long, fruity, and spicy after-taste.  Recommended serving temperature 10°C/50°F.  Ideal with barbequed or smoked meat dishes."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,18,1
+strangford_lough_brewing_company_ltd-st_patrick_s_gold,0,0,245110341633,"{""name"":""St. Patrick's Gold"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""strangford_lough_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Our smooth yet powerful wheat beer is unusually refreshing on the pallet.  Golden in colour, St. Patrick's Gold is brewed with barley and wheat malt. Citrus peel and coriander are added to the Goldings and Saaz hops for a symphony of authentic flavour."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,28,1
+pyramid_ales_brewery-pyramid_apricot_weizen,0,0,245003714562,"{""name"":""Pyramid Apricot Weizen"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_ales_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed by the original Wheat Beer Pioneers, Pyramid Apricot Weizen Ale is left unfiltered for extra flavor and aroma. \r\n\r\nThe gold medalist of fruit beers, Pyramid Apricot Weizen is an adventurous wheat ale that offers the pleasing aroma and flavor of fresh apricots, and smooth and refreshing character for which our wheat beers are known."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,55,1
+wh_brakspear_sons-coniston_bluebird_bitter,0,0,245751414784,"{""name"":""Coniston Bluebird Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wh_brakspear_sons"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,52,1
+stoudt_s_brewery,0,0,245102542848,"{""name"":""Stoudt's Brewery"",""city"":""Adamstown"",""state"":""Pennsylvania"",""code"":""19501"",""country"":""United States"",""phone"":""717-484-4386"",""website"":""http://www.stoudtsbeer.com/brewery.html"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Over 20 years, Stoudt's Brewing Company has grown and evolved from a small brewery with limited draught distribution, to a packaging regional microbrewery with distribution in 10 different states, producing over 10,000 barrels a year. Even with the growth over the years, one thing has always remained constant, and that is the attention to detail that goes into every batch of handcrafted beer that is traditionally brewed, packaged and sold with passion by our small team of hardworking dedicated employees. A tradition that was started by Ed and Carol and will be carried on by their children for many years to come"",""address"":[""2800 North Reading Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.2369,""lon"":-76.072}}",1,10,1
+mad_crab_restaurant_and_brewery-buzz_beer,0,0,244876836864,"{""name"":""Buzz Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mad_crab_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+new_glarus_brewing_company-symposium_eisbock,0,0,244862353409,"{""name"":""Symposium Eisbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,12,1
+mehana_brewing-red_ale,0,0,244880506881,"{""name"":""Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mehana_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,57,1
+pennichuck_brewing_company-engine_5,0,0,245004959745,"{""name"":""Engine 5"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+strangford_lough_brewing_company_ltd-legbiter_ale,0,0,245103198210,"{""name"":""Legbiter Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""strangford_lough_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Brilliant golden ale with an inviting citrus fragrance of late added Cascade and Glacier hops. The fine hop and light malt aromas carry through to the palate to give an ale that is full but refreshing, with a clean caramel malt bitter finish."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,11,1
+nicolet_brewing-dark_pilsener,0,0,244870873088,"{""name"":""Dark Pilsener"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nicolet_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+moose_s_tooth_pub_and_pizzeria-fairweather_ipa,0,0,244871200770,"{""name"":""Fairweather IPA"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moose_s_tooth_pub_and_pizzeria"",""updated"":""2010-07-22 20:00:20"",""description"":""A hop lover and beer connoisseur's favorite, this ale is surprisingly drinkable and fully delights with its hoppy aromatics. Stick your nose in this one."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+sacramento_brewing_company-sacramento_nut_brown_ale,0,0,244996308993,"{""name"":""Sacramento Nut Brown Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sacramento_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A malty dark ale wtih ale with a chocolate and biscuit like flavor and balanced finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+yazoo_brewing,0,0,245745057792,"{""name"":""Yazoo Brewing"",""city"":""Nashville"",""state"":""Tennessee"",""code"":""37203"",""country"":""United States"",""phone"":""615-891-4649"",""website"":""http://www.yazoobrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""910 Division St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.151,""lon"":-86.7821}}",1,8,1
+the_livery-laughing_dragon,0,0,245100904450,"{""name"":""Laughing Dragon"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for our friend and patron Tad Eastman, whose Laughing Dragon Tie-Dye studio puts out our fabulous shirts-each one an individual work of art signed by Tad! Reddish Amber in color, this beer has a very bold Chinook hop character."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+san_marcos_brewery_grill-honey_ale,0,0,244986413057,"{""name"":""Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+rogue_ales-old_crustacean_barleywine_1993,0,0,245005352961,"{""name"":""Old Crustacean Barleywine 1993"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,59,1
+thunderhead_brewery-summer_gueuze,0,0,245121482754,"{""name"":""Summer Gueuze"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,56,1
+nogne_o_det_kompromisslose_bryggeri_a_s,0,0,244877426688,"{""name"":""Nøgne Ø - Det Kompromissløse Bryggeri A/S"",""city"":""Grimstad"",""state"":""Lunde"",""code"":"""",""country"":""Norway"",""phone"":""47-37-25-74-00"",""website"":""http://nogne-o.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Nøgne Ø was created by two home brewers. Unable to stay at home we started Norway's first microbrewery for creative brewing. Some times, when we get a momentary glimpse of sanity, we ask ourselves what we have achieved. We think we can say that we have achieved some level of fame, at least locally and among dedicated beer geeks around the world. But more important - before we started Nøgne Ø most Norwegians did not know much about beer styles like IPA, Porter or Amber. This has for sure started to change, and we do feel that we have contributed to what you can call a renaissance of Norwegian beer-culture.  Diversity was one of our main goals - and it does seem like diversity in the world of beers is starting to come back."",""address"":[""Gamle Rygene Kraftstasjon""]}",1,50,1
+rock_art_brewery-ridge_runner_barley_wine,0,0,244987789312,"{""name"":""Ridge Runner Barley Wine"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_art_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""“Robust, Dark and Smooth, hold on to your hat cause you’ll lose your feet on this one!” Brewed with pale, dark crystal, Munich, flaked barley, black and chocolate malts. Hops include Cascade, Crystal, Challenger and Perle.""}",1,17,1
+the_alchemist-piston_bitter,0,0,245114994690,"{""name"":""Piston Bitter"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""A full bodied special bitter brewed with British malt and American hops"",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,39,1
+seabright_brewery-pelican_pale,0,0,245003517952,"{""name"":""Pelican Pale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+stone_brewing_co-vertical_epic_07_07_07,0,0,245105295361,"{""name"":""Vertical Epic 07.07.07"",""abv"":8.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+sweetwater_tavern_centreville-high_desert_imperial_stout,0,0,245104902145,"{""name"":""High Desert Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_tavern_centreville"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,15,1
+weyerbacher_brewing_company-blithering_idiot,0,0,245745844225,"{""name"":""Blithering Idiot"",""abv"":11.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""At Weyerbacher, we prefer to brew things true to European style guidelines. Consequently our barley wine is  on the malty side, yet not  overly sweet. Notes of date or perhaps fig on the palate follow a pleasurably malty aroma to your taste buds. The finish is warm and fruity, and begs for the next sip.\r\n\r\nEnjoy Blithering Idiot in a brandy snifter or wine glass, preferably in front of the fire, or accompanying a literary classic. This is the finest life has to offer and should be treated as such. Moments of reflection make all the toil worthwhile, and Blithering Idiot is for moments like these. Share it with your family over the holiday dinner. Lay a few down, aging only helps a barley wine develop more class. At 11.1 % ABV (alcohol by volume) this fine ale will keep for years. Our expected maximum shelf-life is 2 to 3 years. Although it might see a decade, beyond the 3rd year most barley-wines have a tendency to decrease in complexity, so don't wait too long"",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,13,1
+sand_creek_brewing_company-oderbolz_bock,0,0,244993359873,"{""name"":""Oderbolz Bock"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,31,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-aventinus_weizenstarkbier_doppel_weizen_bock,0,0,244996702208,"{""name"":""Aventinus Weizenstarkbier / Doppel Weizen Bock"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark-ruby, almost black-colored and streaked with fine top-fermenting yeast, this beer has a compact and persistent head. This is a very intense wheat doppelbock with a complex spicy chocolate-like arome with a hint of banana and raisins. On the palate, you experience a soft touch and on the tongue it is very rich and complex, though fresh with a hint of caramel. It finishes in a rich soft and lightly bitter impression."",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,38,1
+wynkoop_brewing-obamanator_maibock,0,0,245745188864,"{""name"":""Obamanator Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,9,1
+steinfels_back_brau-huusbier,0,0,245112373250,"{""name"":""Huusbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steinfels_back_brau"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+little_apple_brewing-wildcat_wheat,0,0,244864778240,"{""name"":""Wildcat Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""little_apple_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+northwoods_brewpub_grill-whitetail_wheat,0,0,244864647169,"{""name"":""Whitetail Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+thirsty_dog_brewing-barktoberfest,0,0,245110407168,"{""name"":""Barktoberfest"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A traditional old world German Oktoberfest made with German grains, yeast and hops."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,28,1
+rch_brewery-ale_mary,0,0,245003780096,"{""name"":""Ale Mary"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rch_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+wild_onion_brewing-jack_stout,0,0,245751414785,"{""name"":""Jack Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_onion_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,52,1
+strangford_lough_brewing_company_ltd-barelegs_brew,0,0,245102542849,"{""name"":""Barelegs Brew"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""strangford_lough_brewing_company_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Golden with a hint of red (towards sunset). Barelegs tastes of fresh fruit, especially red current and malt fragrance. Full drinking with a subtle hoppy finish. Refreshing for a beer of this strength."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,10,1
+magic_hat-wacko,0,0,244876902400,"{""name"":""Wacko"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""magic_hat"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer truly defies style. A portion of the fermentable sugars that make up this beer come from beet sugar. Real beet extract is used which gives the beer a beautiful light red color. It’s body is inviting and the taste is smooth. Hops are barely perceivable and are there to balance out the sweetness from the malt."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,49,1
+new_glarus_brewing_company-totally_naked,0,0,244862353410,"{""name"":""Totally Naked"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Pure and crisp this is a beer with nothing to hide. Wisconsin two-row barley malt ensures a mellow and smooth body. We imported Noble Hop varieties from Germany and the Czech Republic to ensure a fine mature aroma with no coarse bitterness. Expect this beer to pour a delicate golden hue that sparkles in the summer sun. This lager is brewed using all natural ingredients with no artificial additives of any kind. Kick back, relax and enjoy the simple unadorned flavor. This is beer at its most basic."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+millrose_brewing-wheat_honey_ale,0,0,244880572416,"{""name"":""Wheat Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""millrose_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,57,1
+portsmouth_brewery,0,0,245004959746,"{""name"":""Portsmouth Brewery"",""city"":""Portsmouth"",""state"":""New Hampshire"",""code"":""3801"",""country"":""United States"",""phone"":""1-603-431-1115"",""website"":""http://www.portsmouthbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Portsmouth Brewery, New Hampshire's first brewpub, was founded in 1991, four years after its sister company, the Northampton Brewery, opened in Western Massachusetts. Peter Egelston, Head Brewer in Northampton from 1987 until 1991, moved to Portsmouth to set up the new brewery here. (Egelston is now the sole proprietor of the Brewery.) The brewing system consists of a custom made seven-barrel (210 gallons) JV Northwest brewhouse, two fourteen-barrel and three seven-barrel JV Northwest unitank (cylindroconical) fermenters, two fourteen-barrel horizontal fermenters (added later, in 1994), and twelve seven-barrel grundy cellar tanks. Originally, the Portsmouth Brewery opened with beer recipes from Northampton - Pale Ale, Old Brown Dog, Weizenheimer, Black Cat Stout, Blonde Ale, Golden and Amber Lagers - and these still comprise the core of the Brewery's full-time beers today. However, over the years, successive brewers have contributed many outstanding seasonal and specialty beers to the list. Head Brewer Tod Mott arrived in late 2003, bringing with him is award-winning ways and oursized personality. All of the beers served at the Portsmouth Brewery are brewed right here on premise, with the exception of those beers, such as Shoals Pale Ale and Portsmouth Lager, brewed at Smuttynose Brewing Company, our sister company. --http://www.portsmouthbrewery.com/htmlpages.portsmouth/beerlist.html"",""address"":[""56 Market Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.0781,""lon"":-70.7575}}",1,58,1
+sudwerk_privatbrauerei_hbsch-doppelbock,0,0,245103263744,"{""name"":""Doppelbock"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sudwerk_privatbrauerei_hbsch"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,11,1
+north_country_brewery-station_33_firehouse_red,0,0,244870873089,"{""name"":""Station 33 Firehouse Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This red is a rich, malty, ruby-colored ale with a smooth finish."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,34,1
+murphy_s_wagon_wheel-american_pilsner,0,0,244871266304,"{""name"":""American Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""murphy_s_wagon_wheel"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+saint_louis_brewery_schlafy_tap_room-schlafly_smoked_porter,0,0,244996308994,"{""name"":""Schlafly Smoked Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+thunderhead_brewery-chinook_amber,0,0,245100969984,"{""name"":""Chinook Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,7,1
+shipyard_brewing_portland-pumpkinhead_ale,0,0,244986478592,"{""name"":""Pumpkinhead Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipyard_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,14,1
+roy_pitz_brewing_company-ichabod_s_midnight_ride,0,0,245005352962,"{""name"":""Ichabod's Midnight Ride"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian style pumpkin ale was inspired by the legendary midnight ride of Ichabod Crane. It is a Belgian style ale complimented by a light touch of pumpkin and spice. Fresh toasted pumpkins are added in the mash with the grains adding a touch of the season to the brew. The complex fruitiness and dryness of the yeast is enhanced by the addition of sugars during fermantation. The beer is lightly spiced with pumpkin spice, all spice, and brown sugar. The pale and toasted malts used, provide a pie crust taste and smell in the beer as the higher alcohol's produced round out the finish."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,59,1
+titletown_brewing-red_lager,0,0,245121548288,"{""name"":""Red Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,56,1
+olde_main_brewing-mild_brown,0,0,244877426689,"{""name"":""Mild Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,50,1
+rogue_ales-old_crustacean_barleywine_1996,0,0,244987789313,"{""name"":""Old Crustacean Barleywine 1996"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+three_needs_brewery_and_taproom,0,0,245114994691,"{""name"":""Three Needs Brewery and Taproom"",""city"":""Burlington"",""state"":""Vermont"",""code"":""5401"",""country"":""United States"",""phone"":""1-802-658-0889"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Freshly-brewed self and local beers, as well as a small but decent selection of beers on tap. Red felt pool table in the back, and friendly barstaff."",""address"":[""207 College Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.4771,""lon"":-73.2115}}",1,39,1
+second_street_brewery-second_street_ipa,0,0,245003517953,"{""name"":""Second Street IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""second_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,54,1
+stoudt_s_brewery-stoudt_s_gold_lager,0,0,245105360896,"{""name"":""Stoudt's Gold Lager"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stoudt_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Stoudt's Gold Lager is widely recognized as one of the finest German-style beers brewed in America.  Brewed with the finest specialty malts and noble hops, this light bodied, easy drinking lager features a subtle balance of sweet malt and clean crisp hops."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+tailgate_beer-tailgate_brown_ale,0,0,245104902146,"{""name"":""Tailgate Brown Ale"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""This is your solution to the same ol' ho hum brown ale you drink all the time. This ale might be dark and intimidating in a glass, yet the first sip proves to be a surprisingly refreshing assault on your taste buds. Complex blends of chocolate and roasted oats complement the essence of bittering hops, and sweet malts.  The balanced combination makes this full flavored ale one to be enjoyed in any occasion."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+yuksom_breweries-yeti_special_export,0,0,245745909760,"{""name"":""Yeti Special Export"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuksom_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,13,1
+sanford_s_grub_and_pub-red_line_amber,0,0,244993425408,"{""name"":""Red Line Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sanford_s_grub_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,31,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh-hopfen_weisse,0,0,244996702209,"{""name"":""Hopfen Weisse"",""abv"":8.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""private_weissbierbrauerei_g_schneider_sohn_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""Schneider & Brooklyner Hopfen-Weisse is a collaboration between brewmasters Hans-Peter Drexler of the Schneider Weissbier Brewery and Garrett Oliver of the Brooklyn Brewery. Garrett and Hans-Peter have long admired each others beers. Now together they bring you a new sensation, a pale weissbock robustly dry-hopped with the Hallertauer Saphir variety grown in the fields near the Schneider brewery. Hoppy, zesty and supremely refreshing, Scheider & Brooklyner Hopfen-Weisse is a delicious blend of Bavarian craftsmanship and American ingenuity."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+yegua_creek_brewing_dallas-blueberry_blonde,0,0,245745188865,"{""name"":""Blueberry Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,9,1
+stevens_point_brewery-special_beer,0,0,245112438784,"{""name"":""Special Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,33,1
+mercury_brewing_company-ipswich_original_ale,0,0,244864843776,"{""name"":""Ipswich Original Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Named one of the World's Ten Best Beers by Wine Spectator Magazine, Ipswich Ale has satisfied discerning craft beer drinkers since 1991. A North Shore classic, Ipswich Ale is a medium-bodied, unfiltered English style pale ale with subtle hoppiness and a smooth malty flavor."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,19,1
+oaken_barrel_brewing-snake_pit_porter,0,0,244864712704,"{""name"":""Snake Pit Porter"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oaken_barrel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,18,1
+thirsty_dog_brewing-maibark,0,0,245110407169,"{""name"":""Maibark"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Golden, easy drinking, traditional example of Maibock. All German grains, yeast and hops."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,28,1
+richbrau_brewing_company-big_nasty_porter,0,0,245003780097,"{""name"":""Big Nasty Porter"",""abv"":6.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark brown porter has more bark than bite. It is actually fairly sweet and fruity with a nutty/chocolate flavor as well. Highly recommended."",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+yakima_brewing_and_malting_grant_s_ales,0,0,245751414786,"{""name"":""Yakima Brewing and Malting / Grant's Ales"",""city"":""Yakima"",""state"":""Washington"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":46.6021,""lon"":-120.506}}",1,52,1
+tabernash_brewing-golden_pale,0,0,245102542850,"{""name"":""Golden Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tabernash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+maui_brewing_co-maui_coconut_porter,0,0,244876902401,"{""name"":""Maui Coconut Porter"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""maui_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Coconut Porter is a classic robust porter spiced with all natural toasted coconut.  It is black in color and crowned with a creamy, dark tan head.   It begins with a malty-toasted coconut aroma followed by a rich, silky feel with tastes of dark malt, chocolate, and hints of coffee.  It then finishes with flavors of  toasted coconut and hoppy spice to balance the finish."",""style"":""Porter"",""category"":""Irish Ale""}",1,49,1
+new_zealand_breweries_limited,0,0,244862418944,"{""name"":""New Zealand Breweries Limited"",""city"":"""",""state"":"""",""code"":"""",""country"":""New Zealand"",""phone"":"""",""website"":""http://www.steinlager.co.nz/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,12,1
+nethergate_brewery_co_ltd,0,0,244880572417,"{""name"":""Nethergate Brewery Co Ltd"",""city"":""Pentlow"",""state"":""Essex"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01787)-283220"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""The Street""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":52.081,""lon"":0.6559}}",1,57,1
+raccoon_lodge_and_brewpub_cascade_brewing-bad_billy_blond_bock,0,0,245005025280,"{""name"":""Bad Billy Blond Bock"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Blond Bock is gold in color and features a malty profile and a spicy finish courtesy of Saaz hops. This beer boasts the flavor of a traditional Bock without the cloying aftertaste."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,58,1
+the_alchemist-pappy_s_porter,0,0,245103263745,"{""name"":""Pappy's Porter"",""abv"":5.42,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark mahogany ale has agreat and delicious malt depth, yet is balanced with supple, energizing bitterness."",""style"":""Porter"",""category"":""Irish Ale""}",1,11,1
+oak_creek_brewery-doc_s_pale_ale,0,0,244870873090,"{""name"":""Doc's Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oak_creek_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,34,1
+nodding_head_brewpub-wee_heavier,0,0,244871266305,"{""name"":""Wee Heavier"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nodding_head_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,35,1
+san_marcos_brewery_grill-caber_tossed,0,0,244996374528,"{""name"":""Caber Tossed"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+titletown_brewing-czech_mate_pilsner,0,0,245100969985,"{""name"":""Czech Mate Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+shmaltz_brewing_company-genesis,0,0,244986478593,"{""name"":""Genesis"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shmaltz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+rubicon_brewing,0,0,245005418496,"{""name"":""Rubicon Brewing"",""city"":""Sacramento"",""state"":""California"",""code"":""95814"",""country"":""United States"",""phone"":""1-916-448-7032"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2004 Capitol Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.5731,""lon"":-121.481}}",1,59,1
+titletown_brewing-saison,0,0,245121548289,"{""name"":""Saison"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,56,1
+olde_peninsula_brewpub_and_restaurant-sunset_red,0,0,244877426690,"{""name"":""Sunset Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+rowland_s_calumet_brewery,0,0,244987789314,"{""name"":""Rowland's Calumet Brewery"",""city"":""Chilton"",""state"":""Wisconsin"",""code"":""53014"",""country"":""United States"",""phone"":""1-920-849-2534"",""website"":""http://rowlandsbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""25 North Madison St""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.0291,""lon"":-88.1629}}",1,17,1
+tied_house_cafe_brewery_san_jose-oatmeal_stout,0,0,245115060224,"{""name"":""Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,39,1
+simmerberg_brusttt_und_taferne-festbier,0,0,245003517954,"{""name"":""Festbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,54,1
+sturgeon_bay_brewing-highway_to_helles,0,0,245105360897,"{""name"":""Highway to Helles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sturgeon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+thirsty_dog_brewing-dierdorfer_gold,0,0,245104967680,"{""name"":""Dierdorfer Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+seabright_brewery,0,0,244993490944,"{""name"":""Seabright Brewery"",""city"":""Santa Cruz"",""state"":""California"",""code"":""95062"",""country"":""United States"",""phone"":""1-408-426-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""519 Seabright Avenue #107""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":36.9676,""lon"":-122.008}}",1,31,1
+raccoon_lodge_and_brewpub_cascade_brewing-old_salt_ipa,0,0,244996702210,"{""name"":""Old Salt IPA"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Our India Pale Ale is hoppy and bitter with a nice sweet malt finish. Slow dry-hop conditioning brings out the herbal hop aromas."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+surly_brewing-furious_beer,0,0,245112438785,"{""name"":""Furious Beer"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""surly_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Like Hops? You'll like this fire-hued beer. This is the beer I have always dreamed of making. This is the beer that would come to mind while spending the last two years tearing down walls, hanging sheetrock, moving kegs, power washing the ceilings, arguing with various agencies, and cutting the water main. \r\n\r\nWithout Golden Promise malt, made by family-owned Simpsons Malt, Furious would just be pissed off-ed. From Scotland, this malt is still produced in the tradition of turning over the barley by hand, resulting in a malt that is unsurpassed in its quality. Golden Promise is also used extensively by premium whisky distilleries such as The Macallan. This malt provides the backbone for the intense hop character. Four American hop varieties are used at a rate of over three pounds per barrel. The result is a rich malt sweetness infused with bright hop flavor and aroma from beginning to end. Oh yeah, it's about 6% alcohol and around 100 IBUs."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,33,1
+mercury_brewing_company-ipswich_summer,0,0,244864843777,"{""name"":""Ipswich Summer"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mercury_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A light-bodied, unfiltered Blonde ale that retains the bold flavors typical of an Ipswich Ale, our Summer Ale is light enough for a hot summer day and can satisfy even the most scorching thirst."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,19,1
+old_hat_brewery-red_lager,0,0,244864712705,"{""name"":""Red Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_hat_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+thirsty_dog_brewing-rasberry_ale,0,0,245110407170,"{""name"":""Rasberry Ale"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The inviting flavor and aroma of freshly picked raspberries is naturally infused in this unique, refreshing fruit beer. Raspberry Ale is brewed in the typical Thirsty Dog fashion, full of flavor and uninhibited"",""style"":""Fruit Beer"",""category"":""Other Style""}",1,28,1
+rivertowne_pour_house-shepard_s_crook_scotish_ale,0,0,245003780098,"{""name"":""Shepard's Crook Scotish Ale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rivertowne_pour_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Medium in body, brown in color, this ale is delightfully malty with complex caramel overtones lending to the smoothest finish you will ever experience! Don’t be afraid of the dark and try this deceptive delight!!!"",""style"":""Scotch Ale"",""category"":""British Ale""}",1,55,1
+tenaya_creek_restaurant_and_brewery-india_pale_ale,0,0,245102608384,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tenaya_creek_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,10,1
+mendocino_brewing_hopland,0,0,244876967936,"{""name"":""Mendocino Brewing - Hopland"",""city"":""Hopland"",""state"":""California"",""code"":""95449"",""country"":""United States"",""phone"":""1-707-744-1361"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""13351 Highway 101""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.9734,""lon"":-123.116}}",1,49,1
+nor_wester_brewery_and_public_house-raspberry_weizen,0,0,244862418945,"{""name"":""Raspberry Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nor_wester_brewery_and_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,12,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_wit,0,0,244880637952,"{""name"":""Nøgne Ø Wit"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""This Belgian Ale is what you could call a wit with an attitude.  We are generous with all our ingredients - including both orange peel and coriander.  This does not stop this ale from being a good companion with seafood dishes."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,57,1
+red_oak_brewery-hummin_bird,0,0,245005025281,"{""name"":""Hummin Bird"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_oak_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Hummin' Bird is a Light Lager or Hell (Helles) similar to those found throughout Bavaria. We use carefully selected Pilsner Malt…then it is delicately hopped with imported Tettnang Noble Hops. Then we add a proprietary lager yeast strain which is not filtered out providing ones daily supply of vitamin B.  Hummin' Bird is slow-cold aged for over one month resulting in a lush mouth feel."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,58,1
+the_church_brew_works-celestial_gold,0,0,245103263746,"{""name"":""Celestial Gold"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""This beer is golden in color with a light bubbly effervescence. The light body makes this lager beer appropriate for a business lunch or your evening sipping beer. The light malt flavor also accentuates the hop flavor. From the start, you will notice a fine hop aroma. As you sip the Celestial Gold, the subdued maltiness blends with a slight hop flavor. When this beer finishes, you will notice a pleasant hop bitterness. The bitterness will be mild and quite appropriate. Celestial Gold has been known to induce Celestial bliss."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,11,1
+oaken_barrel_brewing-indiana_amber,0,0,244870938624,"{""name"":""Indiana Amber"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oaken_barrel_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,34,1
+nogne_o_det_kompromisslose_bryggeri_a_s-nogne_o_porter,0,0,244871266306,"{""name"":""Nøgne Ø Porter"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nogne_o_det_kompromisslose_bryggeri_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":""In this quite dark ale, dark malts provide flavors of coffee and dried fruit. Recommended serving temperature 10°C/50°F.  Try with dark chocolate, cheese, or red meat dishes."",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+schlossbru-spezial,0,0,244996374529,"{""name"":""Spezial"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlossbru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+tomos_watkin_and_sons_ltd-osb_premium_ale,0,0,245100969986,"{""name"":""OSB Premium Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tomos_watkin_and_sons_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,7,1
+sierra_nevada_brewing_co-sierra_nevada_kellerweis,0,0,244986544128,"{""name"":""Sierra Nevada Kellerweis"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,14,1
+russell_brewing-special_lager,0,0,245005418497,"{""name"":""Special Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+titletown_brewing,0,0,245121613824,"{""name"":""Titletown Brewing"",""city"":""Green Bay"",""state"":""Wisconsin"",""code"":""54303"",""country"":""United States"",""phone"":""1-920-437-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""200 Dousman Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.52,""lon"":-88.0173}}",1,56,1
+on_tap_bistro_brewery-hazy_daze_hefeweizen,0,0,244877492224,"{""name"":""Hazy Daze Hefeweizen"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""on_tap_bistro_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,50,1
+saint_somewhere_brewing_company,0,0,244987854848,"{""name"":""Saint Somewhere Brewing Company"",""city"":""Tarpon Springs"",""state"":""Florida"",""code"":""34689"",""country"":""United States"",""phone"":""813-503-6181"",""website"":""http://www.saintsomewherebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Saint Somewhere is a small batch brewery, located in Tarpon Springs, Florida. We specialize in traditionally brewed, hand crafted Belgian Style Ales. Our first offerings are... Saison Athene , a bottle conditioned Saison with a spicy and moderately hoppy profile true to the traditions of the farmhouse ales of Wallonia. Lectio Divina,  brewed in the spirit of the abbey ales of Belgium. Brewed with the same care and attention to the Art of Brewing that is practiced in the monastic breweries of Belgium. Pays du Soleil, brewed with palmetto berries and hibiscus should be out this fall!"",""address"":[""1441 Savannah Ave Unit E""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":28.1646,""lon"":-82.7717}}",1,17,1
+timmermans,0,0,245115060225,"{""name"":""Timmermans"",""city"":""Itterbeek"",""state"":"""",""code"":""1701"",""country"":""Belgium"",""phone"":""3225690357"",""website"":""http://www.anthonymartin.be/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Timmermans brews only traditional Lambic; the basic beer that, from spontaneous fermentation, is used throughout the entire range. Brewing Lambic, without adding yeast, is a complex and subtle art requiring recipes and patience passed on by the family. Lambics survive thanks to a handful of Brussels breweries and the presence of two micro-organisms that exist only in the Senne Valley: Brettanomyces Bruxellensis and Brettanomyces Lambicus. By adding fruit and spices, the magic of traditionallymade beers unravels: Strawberry, Kriek, Pêche, Framboise, Forest Fruit, but also Oude Gueuze, Kriek Retro, Gueuze, Faro or Lambicus Blanche. A unique site: open daily (including weekends), booking required. Possibilities for your meetings and banquets."",""address"":[""Kerkstraat 11""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":50.8399,""lon"":4.2475}}",1,39,1
+skagit_river_brewing-red_card_lager,0,0,245003517955,"{""name"":""Red Card Lager"",""abv"":6.65,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+sturgeon_bay_brewing-lighthouse_amber_lager,0,0,245105360898,"{""name"":""Lighthouse Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sturgeon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,16,1
+three_floyds_brewing-alpha_king_pale_ale,0,0,245104967681,"{""name"":""Alpha King Pale Ale"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Big American Pale Ale with citrusy aroma- a hop lover’s cult beer and Three Floyds’ flagship beer Brewed with Cenntennial, Cascade & Warrior Hops"",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+slab_city_brewing-esker_alt,0,0,244993490945,"{""name"":""Esker Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slab_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,31,1
+richbrau_brewing_company-santa_s_little_helper_witbier,0,0,244996702211,"{""name"":""Santa's Little Helper Witbier"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""We brewed this pleasantly aromatic wheat beer with the addition of bitter orange peel, coriander and a Belgian Abbey ale yeast strain. This beer is unfiltered and its flavor is tart but sweet and perfumey."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,38,1
+the_livery-maillot_jaune,0,0,245112504320,"{""name"":""Maillot Jaune"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Maillot Jaune, or \""Yellow Shirt\"", is named for the jersey of honor given to the leader of the Tour De France bicycle race held every July. American Lance Armstrong is the only person in history to wear the Maillot Jaune 7 times in a row! Golden in color and blessed with a kiss of hop bitterness, this ale is also available barrel aged. Steve swears that he does not use any performance enhancing drugs in the production of this beer!"",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,33,1
+mickey_finn_s_brewery-five_springs_oatmeal_stout,0,0,244864843778,"{""name"":""Five Springs Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mickey_finn_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+otter_creek_brewing_wolaver_s_organic_ales-white_sail,0,0,244864712706,"{""name"":""White Sail"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""White Sail is a Belgian-style white beer, craft brewed with wheat, malted barley, hops, and a little bit of coriander and orange peel. It is mild yet flavorful, with fruity undertones and a haze from the yeast and wheat. This ale is delicious on its own, or with a slice of orange."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,18,1
+thunderhead_brewery_2-amber_ale,0,0,245110472704,"{""name"":""Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+rock_bottom_restaurant_brewery_milwaukee-barleywine,0,0,245003780099,"{""name"":""Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_milwaukee"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+terrapin_beer_company-the_iron_tankard,0,0,245102608385,"{""name"":""The Iron Tankard"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Brew 1 – March – “The Iron Tankard” Old Stock Ale – The building started as a YMCA in 1889 and had a huge iron swimming pool in the basement.\r\n\r\nFrom Spike: Iron Tankard “Old Stock Ale” is the first of four beers in Terrapin’s Georgia Theatre Sessions. It is brewed with a generous portion of crystal malts for a full body and is lightly hopped. This malt forward beer has flavors of dark dried fruit, mellow alcoholic warmth and is unfiltered for your listening pleasure.\r\n\r\nA portion of the proceeds will be donated to the Georgia Historic Trust for Historic Preservation Fund to rebuild the Georgia Theater. To make things even more interesting, there is one Golden Ticket hidden among each of the Georgia Theater Sessions brews. This means that four lucky winners will receive a lifetime pass to the new Theater."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,10,1
+michigan_brewing,0,0,244876967937,"{""name"":""Michigan Brewing"",""city"":""Webberville"",""state"":""Michigan"",""code"":""48892"",""country"":""United States"",""phone"":""1-517-521-3600"",""website"":""http://www.michiganbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1093 Highview Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.6616,""lon"":-84.1946}}",1,49,1
+north_country_brewery-creamation_ale,0,0,244862418946,"{""name"":""Creamation Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_country_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""This style of beer is light to medium in body (mouth-feel) with very little hop character. The brewer says “a good beer to try if you’re a Northern Lite drinker”"",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,12,1
+northwest_brewwrks-kirkland_ale,0,0,244880637953,"{""name"":""Kirkland Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwest_brewwrks"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,57,1
+river_west_brewing-red_fox_amber,0,0,245005090816,"{""name"":""Red Fox Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,58,1
+the_lost_abbey-avant_garde,0,0,245103329280,"{""name"":""Avant Garde"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""From the French word “Garde” meaning something worth keeping, this Biere de Garde styled Farmhouse Ale is a most delicious companion to a loaf of freshly baked bread from the oven. Grab a seat on the porch, some soft cheese and a tree ripened apple from your grandmother’s old orchard. Relax and watch the evening arrive as the afternoon sun is consumed by the illuminating moon over the gardens. We brewed Avant Garde for you, our friends and families. Here’s to things worth guarding over."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,11,1
+pabst_brewing_company-piels_light,0,0,244870938625,"{""name"":""Piels Light"",""abv"":3.79,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pabst_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Over a century of brewing skill, along with the finest ingredients obtainable, has resulted in a beer unique for its balance of lightness and delicious flavor."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,34,1
+old_dominion_brewing_co-hop_mountain,0,0,244871266307,"{""name"":""Hop Mountain"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""old_dominion_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+schlossbru-stout,0,0,244996374530,"{""name"":""Stout"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlossbru"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,37,1
+tuppers_hop_pocket_ale,0,0,245101035520,"{""name"":""Tuppers Hop Pocket Ale"",""city"":""Bethesda"",""state"":""Maryland"",""code"":""20817"",""country"":""United States"",""phone"":""1-301-229-2027"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""6404 Redwing Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.9735,""lon"":-77.1272}}",1,7,1
+skagit_river_brewing-navidad,0,0,244986544129,"{""name"":""Navidad"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,14,1
+schlobrauerei_reckendorf-weissbier,0,0,245005418498,"{""name"":""Weissbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlobrauerei_reckendorf"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,59,1
+tyranena_brewing-bitter_woman_in_the_rye,0,0,245121613825,"{""name"":""Bitter Woman in the Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,56,1
+otto_s_pub_and_brewery-otto_s_hefeweizen,0,0,244877492225,"{""name"":""Otto's Hefeweizen"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otto_s_pub_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A south German style wheat ale. This beer is served traditionally cloudy due to the suspended yeast (hefe=yeast). Strong spicy clove flavors and light banana esters are characteristics of a different yeast strain we are trying."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,50,1
+sea_dog_brewing_company,0,0,244987854849,"{""name"":""Sea Dog Brewing Company"",""city"":""Bangor"",""state"":""Maine"",""code"":""4401"",""country"":""United States"",""phone"":""207.947.8009"",""website"":""http://www.seadogbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Today, Sea Dog Brewing Company operates brew pubs in two locations. The Sea Dog in Topsham occupies a scenic spot on the Androscoggin River. The Bangor location overlooks the historic Penobscot River. Both locations serve a full menu of handcrafted ales and creative pub fare with a flair. Being authentic is important to us. Our beers are brewed in a traditional style using only the highest quality ingredients like imported English two-row malted barley and British top-fermenting yeast. Our English brewing style results in brews with a distinctive, refreshing taste and crisp finish unique to top-fermented beers."",""address"":[""26 Front Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.7974,""lon"":-68.77}}",1,17,1
+tyskie_browary_ksiazece,0,0,245115125760,"{""name"":""Tyskie Browary Książęce"",""city"":""Tychy"",""state"":"""",""code"":"""",""country"":""Poland"",""phone"":""48-32-327-81-00"",""website"":""http://www.tyskie.pl/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Mikolowska 5""]}",1,39,1
+sly_fox_brewhouse_and_eatery_royersford-phoenix_pale_ale,0,0,245120630784,"{""name"":""Phoenix Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,54,1
+sullivan_s_black_forest_brew_haus_grill-grateful_red,0,0,245105426432,"{""name"":""Grateful Red"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Making Jerry proud with an amber ale that's slightly malty and very tasty."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,16,1
+titletown_brewing-belgian_trippel,0,0,245104967682,"{""name"":""Belgian Trippel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+sleeman_brewing_malting,0,0,244993490946,"{""name"":""Sleeman Brewing & Malting"",""city"":""Guelph"",""state"":""Ontario"",""code"":""0"",""country"":""Canada"",""phone"":""1-519-822-1834"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""551 Clair Road West""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.487,""lon"":-80.2068}}",1,31,1
+rio_salado_brewing-thunderhead_schwarz_bier,0,0,244996767744,"{""name"":""Thunderhead Schwarz Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rio_salado_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,38,1
+thirsty_dog_brewing-irish_setter_red_ale,0,0,245112504321,"{""name"":""Irish Setter Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirsty_dog_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,33,1
+middle_ages_brewing-black_heart_stout,0,0,244864909312,"{""name"":""Black Heart Stout"",""abv"":6.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""middle_ages_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Generous portions of roasted barley, black and chocolate malts which leave \""coffee\"" overtones lingering on the palate."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+park_city_brewing-steamer,0,0,244987985920,"{""name"":""Steamer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""park_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+trap_rock_restaurant_and_brewery,0,0,245110472705,"{""name"":""Trap Rock Restaurant and Brewery"",""city"":""Berkeley Heights"",""state"":""New Jersey"",""code"":""7922"",""country"":""United States"",""phone"":""1-908-665-1755"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""279 Springfield Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.6892,""lon"":-74.4349}}",1,28,1
+rock_bottom_restaurant_brewery_minneapolis-stillwater_stout,0,0,245003845632,"{""name"":""Stillwater Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+third_street_ale_works,0,0,245102673920,"{""name"":""Third Street Ale Works"",""city"":""Santa Rosa"",""state"":""California"",""code"":""95404"",""country"":""United States"",""phone"":""1-707-523-3060"",""website"":""http://www.thirdstreetaleworks.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""610 Third Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.4398,""lon"":-122.713}}",1,10,1
+midnight_sun_brewing_co-la_maitresse_du_moine,0,0,244876967938,"{""name"":""La Maitresse du Moine"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Dark and strong as the style implies, La Maitresse du Moine dances across the palate with complexity and mystery--just as the Northern Lights move across the night sky, delighting the senses and enlightening the mind.\r\n\r\nIn the tradition of monks who have devoutly brewed beers of character and strength for centuries, La Maitresse du Moine Dark Strong Ale reflects the passion and dedication required to create a beer this heavenly. This Mistress of the Monk is seductive, pensive and intriguing. We say it in French: La Maitresse du Moine."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,49,1
+oggi_s_pizza_and_brewing_vista-ding_ding_double_ipa,0,0,244862484480,"{""name"":""Ding Ding Double IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""oggi_s_pizza_and_brewing_vista"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+o_gara_s_bar_grill-light_amber_ale,0,0,244880637954,"{""name"":""Light Amber Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""o_gara_s_bar_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,57,1
+rogue_ales-half_e_weizen,0,0,245005090817,"{""name"":""Half-E-Weizen"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Half-e-Weizen (formerly Mo Ale), was inspired by, and dedicated to, Mo and Dutch Niemi, real people inspiring a real product. Mo was a restaurateur and raconteur whose clam chowder is world-famous; Dutch a leader by example for coastal fisherman. Together their spirit indelibly shapes the daily lives of the Newport, OR waterfront.\r\n\r\nHalf-e-Weizen is a refreshing, unfiltered fusion of wheat and Northwest Harrington malts, coriander, ginger, and Saaz hops in the Belgium style. Half-e-Weizen is available in the classic 22-ounce bottle and on draft."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,58,1
+titletown_brewing-the_400_honey_ale,0,0,245103329281,"{""name"":""The \""400\"" Honey Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+pete_s_brewing-pete_s_wicked_strawberry_blonde,0,0,244994473984,"{""name"":""Pete's Wicked Strawberry Blonde"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pete_s_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Pete's Wicked Strawberry Blonde is truly a unique beer experience. Reward yourself with our golden lager made of the finest pale and wheat malts and Cluster Hops, with a kiss of natural strawberry flavor."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,34,1
+pacific_coast_brewing-imperial_stout,0,0,244994867200,"{""name"":""Imperial Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_coast_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+schooner_brewery-dunkelweizen,0,0,244996374531,"{""name"":""Dunkelweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schooner_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+tustin_brewing-old_town_ipa,0,0,245101035521,"{""name"":""Old Town IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tustin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+south_shore_brewery-honey_pilsner,0,0,245104246784,"{""name"":""Honey Pilsner"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+sierra_nevada_brewing_co-stout,0,0,245005484032,"{""name"":""Stout"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nCreamy, malty, and full-bodied, the Sierra Nevada Stout is satisfyingly rich. Caramel and Black malts give the Stout its deep, dark color and pronounced roasted flavor. \r\n\r\n“Sierra Nevada Stout is admirable from nose to finish, with notes of malty sweetness to the palate but plenty of bitterness available to set up a stimulating counterpoint.”\r\n\r\n– Christopher Finch, A Connoisseur’s Guide \r\nto the World’s Best Beer\r\n\r\nGOLD MEDAL WINNER\r\nCalifornia State Fair (Stout, Sweet & Foreign: 2000)"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+unionsbru_haidhausen-unimator,0,0,245121679360,"{""name"":""Unimator"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unionsbru_haidhausen"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,56,1
+pacific_beach_brewhouse-sunset_red,0,0,244877492226,"{""name"":""Sunset Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pacific_beach_brewhouse"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+seabright_brewery-brew_ribbon,0,0,244987920384,"{""name"":""Brew Ribbon"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+uerige_obergrige_hausbrauerei,0,0,245115125761,"{""name"":""Uerige Obergrige Hausbrauerei"",""city"":""Dsseldorf"",""state"":""Nordrhein-Westfalen"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)211-/-86699-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Bergerstrae 1""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":51.225,""lon"":6.7722}}",1,39,1
+smuttynose_brewing_co-portsmouth_lager,0,0,245120696320,"{""name"":""Portsmouth Lager"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Named in honor of our hometown’s 375th anniversary, Smuttynose Portsmouth Lager is a full-flavored, medium bodied continental-style beer - deep golden in color, featuring a mouth-pleasing maltiness subtly balanced with spicy imported Saaz hops. One taste of this fine lager tells you this is no ordinary beer: From its mellow, velvety body to its lingering, fresh hop finish, Portsmouth Lager is smooth, complex and satisfying.""}",1,54,1
+sweetwater_tavern_centreville,0,0,245105426433,"{""name"":""Sweetwater Tavern - Centreville"",""city"":""Centreville"",""state"":""Virginia"",""code"":""20121"",""country"":""United States"",""phone"":""1-703-449-1100"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""14250 Sweetwater Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.8289,""lon"":-77.4393}}",1,16,1
+tivoli_brewing,0,0,245104967683,"{""name"":""Tivoli Brewing"",""city"":""Denver"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.7392,""lon"":-104.985}}",1,15,1
+slottskllans_bryggeri-vrak,0,0,245111324672,"{""name"":""Vrak"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""slottskllans_bryggeri"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+river_horse_brewing_company-hop_hazard,0,0,244996767745,"{""name"":""Hop Hazard"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_horse_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewing the perfect ale is truly a balancing act...hazardous work you might say. With Hop Hazard our challenge was to hand craft a malt rich base that could counterbalance a combustible five-hop blend and still leave your taste buds with enough room to enjoy a unique, crisp hop finish."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+three_floyds_brewing-x_tra_pale_ale,0,0,245112504322,"{""name"":""X-Tra Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+minneapolis_town_hall_brewery-masala_mama_ipa,0,0,244864909313,"{""name"":""Masala Mama IPA"",""abv"":5.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""minneapolis_town_hall_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our brewers believe an American IPA should be full of American hops. Masala Mama uses three different West Coast varieties, over five hop additions. This copper-colored ale is not strictly about hops; American pale barley and several caramel malts balance the flavor for a green, toasted caramel finish. The British realized an abundance of hops will help preserve beer … we realized hops can preserve our customers."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+pennichuck_brewing_company-pozharnik,0,0,244988051456,"{""name"":""Pozharnik"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,18,1
+twisted_pine_brewing_company-big_shot_espresso_stout,0,0,245110472706,"{""name"":""Big Shot Espresso Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twisted_pine_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A favorite of many coffee-loving beer drinkers, Big Shot Espresso Stout boasts about a shot of espresso in every pint. Twisted Pine teamed up with popular Amante Coffee in Boulder to produce what Amante co-owner and founder Greg Buchheister calls \""the most perfectly balanced buzz.\"" The earthy, dark chocolate flavors of the Amante Espresso blend to the flawless balance of the beer.""}",1,28,1
+rock_bottom_restaurant_brewery_san_jose-faller_wheat,0,0,245003845633,"{""name"":""Faller Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+three_floyds_brewing-broodoo,0,0,245102673921,"{""name"":""Broodoo"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,10,1
+midnight_sun_brewing_co-trickster_belgian_style_pumpkin_ale,0,0,244877033472,"{""name"":""Trickster Belgian-style Pumpkin Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""midnight_sun_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""OK, what do you get when we toss pale malted barley, pumpkin and spices into a stainless steel cauldron then stir in some magic? Uh, Trickster! The “magic” is actually mischievous Belgian yeast at play with cardamom, nutmeg and coriander. This spooky cool brew will make your glass glow bright despite the gloominess of the season. \r\n\r\nDesigned to conjure up a little fun during the darkening days of autumn, Trickster is a frivolous concoction of earthy pumpkin, comforting malt, and lively spices. This makes Trickster the brew to accompany your post-winterizing duties, family fall dinners, ghost stories, U-boast-iT stories, and “supposedly haunted” garage parties. \r\n\r\nBut the flavor range of Trickster also pairs well with citrusy and spicy cuisine. Try a glowing glass with your favorite dishes that incorporate nutmeg, cardamom or coriander—like Thai curries, Swedish meatballs, gingerbread, roasted pumpkin soup. Add Trickster to soups and sauces, batters and doughs, glasses and mugs."",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,49,1
+olde_peninsula_brewpub_and_restaurant-india_pale_ale,0,0,244862484481,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,12,1
+oregon_trader_brewing,0,0,244880637955,"{""name"":""Oregon Trader Brewing"",""city"":""Albany"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.6365,""lon"":-123.106}}",1,57,1
+rogue_ales-youngers_special_bitter,0,0,245005090818,"{""name"":""Youngers Special Bitter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Our original Rogue Ale, Youngers Special Bitter (affectionately nicknamed YSB) is a classic English Special Bitter named after Bill Younger of the infamous Horse Brass Pub in Portland, Oregon. The Malt Advocate described Youngers Special Bitter as \""rich and flavorful. A triad of caramel maltiness, fruitiness (apricots?), and hop bitterness in aroma and flavor. A fuller malt foundation than some other pale ales, with some background spiciness. Dry, hoppy finish.\"" In the SouthWest Brewing News, Feb/March 1994 issue, George Fix wrote \""A strong case could be made for Rogue Ale being included among the top 5 ales brewed in the US.\""\r\n\r\nYSB is amber in color with a mild hoppy finish. Brewed with a blend of 2-row Harrington and Crystal malts, Willamette and East Kent Golding hops. YSB is available in the classic 22-ounce seriograph bottle (the 12-ounce 6-pack was phased out in early 2005), and on draft."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,58,1
+top_of_the_hill_restaurant_and_brewery-blackwood_mountain_stout,0,0,245103329282,"{""name"":""Blackwood Mountain Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""top_of_the_hill_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,11,1
+pizza_port_brewing_solana_beach-mother_of_all_beers,0,0,244994473985,"{""name"":""Mother of All Beers"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizza_port_brewing_solana_beach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+phoenix_beverages_ltd,0,0,244994932736,"{""name"":""Phoenix Beverages Ltd"",""city"":""Pont Fer"",""state"":""Phoenix"",""code"":"""",""country"":""Mauritius"",""phone"":"""",""website"":""http://www.phoenixbeveragesgroup.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":-20.2738,""lon"":57.4971}}",1,35,1
+selin_s_grove_brewing_co,0,0,244996440064,"{""name"":""Selin's Grove Brewing Co."",""city"":""Selinsgrove"",""state"":""Pennsylvania"",""code"":""17870"",""country"":""United States"",""phone"":""570-374-7308"",""website"":""http://www.selinsgrovebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""121 North Market St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.801,""lon"":-76.8614}}",1,37,1
+union_colony_brewery,0,0,245101101056,"{""name"":""Union Colony Brewery"",""city"":""Greeley"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.4233,""lon"":-104.709}}",1,7,1
+spaten_franziskaner_brau,0,0,245104312320,"{""name"":""Spaten-Franziskaner-Bräu"",""city"":""München"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)89-/-5122-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Marsstrae 46-48""]}",1,14,1
+simmerberg_brusttt_und_taferne,0,0,245005484033,"{""name"":""Simmerberg Brusttt und Taferne"",""city"":""Simmerberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)8387-/-3806"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Ellhofer Strae 2""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":47.5814,""lon"":9.9191}}",1,59,1
+utah_brewers_cooperative,0,0,245121679361,"{""name"":""Utah Brewers Cooperative"",""city"":""Salt Lake City"",""state"":""Utah"",""code"":""84115"",""country"":""United States"",""phone"":""1-801-466-8855"",""website"":""http://www.utahbeers.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1763 South 300 West""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.7322,""lon"":-111.9}}",1,56,1
+pelican_pub_brewery-bridal_ale_2005,0,0,245001486336,"{""name"":""Bridal Ale 2005"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pelican_pub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+sierra_nevada_brewing_co-bigfoot_1998,0,0,244987920385,"{""name"":""Bigfoot 1998"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+umpqua_brewing,0,0,245115125762,"{""name"":""Umpqua Brewing"",""city"":""Roseburg"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.2165,""lon"":-123.342}}",1,39,1
+south_shore_brewery,0,0,245120696321,"{""name"":""South Shore Brewery"",""city"":""Ashland"",""state"":""Wisconsin"",""code"":""54806"",""country"":""United States"",""phone"":""1-715-682-9199"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""808 West Main Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":46.5872,""lon"":-90.8921}}",1,54,1
+switchback_brewing_co,0,0,245105491968,"{""name"":""Switchback Brewing Co"",""city"":""Burlington"",""state"":""Vermont"",""code"":""5406"",""country"":""United States"",""phone"":""(802) 651-4114"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""PO Box 4210""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":43.3906,""lon"":-79.8049}}",1,16,1
+top_of_the_hill_restaurant_and_brewery-big_bertha_brown,0,0,245104967684,"{""name"":""Big Bertha Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""top_of_the_hill_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,15,1
+southern_tier_brewing_co-back_burner_imperial_barley_wine_style_ale,0,0,245111390208,"{""name"":""Back Burner Imperial Barley Wine Style Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Long ago, British farmhouse brewers made special ales using the first runnings of the mash. These beers, now called barley wine, are brewed in the tradition of days past. At Southern Tier this long awaited brew is placed on the back burner until the start of the new year. Back Burner Barley Wine is a celebration of things to come and things remembered. It’s conceived in three small batches, using voluminous amounts of barley and hops. The process starts early in the morning and ends late into the night. We hope this rare brew reignites your spirit for another trip around the sun."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,31,1
+river_west_brewing-railroad_stout,0,0,244996833280,"{""name"":""Railroad Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""river_west_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+titletown_brewing-pale_ale_a_la_bushner,0,0,245112569856,"{""name"":""Pale Ale \""á la Bushner\"""",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,33,1
+mishawaka_brewing-kolsch,0,0,244864909314,"{""name"":""Kolsch"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mishawaka_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+pennichuck_brewing_company-the_big_o_oktobefest,0,0,244988051457,"{""name"":""The Big O Oktobefest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pennichuck_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,18,1
+union_barrel_works-union_barrel_works_pale_ale,0,0,245110472707,"{""name"":""Union Barrel Works Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_barrel_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A translucent amber-red ale with a moderately high IBU of 36. Bittering hops include Kent Golding and Cascade. A generous amount of Kent Golding is used in the dry hopping to further enhance the aroma."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,28,1
+rogue_ales-old_crustacean_barleywine_2006,0,0,245003911168,"{""name"":""Old Crustacean Barleywine 2006"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+three_floyds_brewing-pride_joy_mild_ale,0,0,245102739456,"{""name"":""Pride & Joy Mild Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,10,1
+moorhouse_s_brewery_burnley-pendle_witches_brew,0,0,244877033473,"{""name"":""Pendle Witches Brew"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moorhouse_s_brewery_burnley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+olde_peninsula_brewpub_and_restaurant-tornado_ale,0,0,244862484482,"{""name"":""Tornado Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_peninsula_brewpub_and_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,12,1
+pivovar_pardubice_a_s-porter_boom,0,0,245004632064,"{""name"":""Porter Boom"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_pardubice_a_s"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,57,1
+ruppaner_brauerei-edel_pils,0,0,245005156352,"{""name"":""Edel-Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,58,1
+troegs_brewing-rugged_trail_ale,0,0,245103394816,"{""name"":""Rugged Trail Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Designed as our session beer, Rugged Trail Nut Brown Ale is bronze in color with a velvety smooth taste and subtle chocolate note. Rugged Trail’s lower alcohol content and subtle hoppiness make it the perfect beer to enjoy during the day and into the night."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+pleasanton_main_street_brewery-train_wreck_ipa,0,0,244994539520,"{""name"":""Train Wreck IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pleasanton_main_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+pizzeria_uno_chicago_grill_brewery-32_inning_ale,0,0,244994932737,"{""name"":""32 Inning Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizzeria_uno_chicago_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+sharktooth_brewing-poi_dog_wheat,0,0,244996505600,"{""name"":""Poi Dog Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+vintage_50_restaurant_and_brew_lounge-point_of_rocks_pale_ale,0,0,245744926720,"{""name"":""Point Of Rocks Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vintage_50_restaurant_and_brew_lounge"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,7,1
+st_peter_s_brewery-english_ale,0,0,245104312321,"{""name"":""English Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+sixpoint_craft_ales-bengali_tiger,0,0,245005549568,"{""name"":""Bengali Tiger"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sixpoint_craft_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Sixpoint Bengali Tiger is reminiscent of the century-old English IPA. In my perspective, many current IPAs suffer from lacking substance; unbalanced by a hoppy assertiveness that is not substantiated by a strong foundation of rich malt flavors. Our interpretation uses the highest-quality, floor-malted base malt, which lends a full-bodied and rich caramel flavor. We mash at high temperatures and add generous amounts of specialty malts to further emphasize a strong foundation of malt as leverage for our generous additions of hops… Which are indeed generous. We use a total of three different hop strains, and add a total of six different additions throughout the process. The Bengali Tiger has a hoppy snap upfront, but strides at a steady pace, and finishes balanced. The signature characteristic of the Tiger is the aroma… we use massive quantities of whole East Kent Goldings hops to dry hop in our conditioning tanks. The result? The essential oils from the hops are an enticing treat before every sip. Notice the lacing of stripes around the pint glass as you finish your glass; it’s the mark of the Tiger."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,59,1
+voodoo_brewing_co_llc-pilzilla,0,0,245751873536,"{""name"":""PILZILLA"",""abv"":6.75,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Pilzilla is a beer that I've been brewing for years. Each year it gets bigger and bigger. Nicknamed \""The beer that took over Tokyo\"". It is an unfiltered Keller Bier. Nicley hopped at this point with 9 different kinds of hops at 10 additions and about 6.75 % alc. Each year we will add another variety of hop and bump the alc a bit. This is listed on Beer Advocate as the highest rated Kellerbier in the world. \r\n\r\nBottle Conditioned and Refermented. \r\n\r\nThis is not your average pilsner, get it before we drink it all! Prost!!""}",1,56,1
+pennichuck_brewing_company,0,0,245001486337,"{""name"":""Pennichuck Brewing Company"",""city"":""Milford"",""state"":""New Hampshire"",""code"":""3055"",""country"":""United States"",""phone"":""(603) 672-2750"",""website"":""http://www.pennichuckbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""127 Elm St., Unit C""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.8368,""lon"":-71.6626}}",1,50,1
+sioux_falls_brewing-midnight_star_ale,0,0,244987920386,"{""name"":""Midnight Star Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sioux_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+warsteiner_brauerei-konig_ludwig_weissbier,0,0,245749448704,"{""name"":""Konig Ludwig Weissbier"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""warsteiner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,39,1
+steamworks-cascadia_cream_ale,0,0,245120761856,"{""name"":""Cascadia Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Every year in Vancouver there are a few days when the air is cool & crisp, the sun shines brightly, and the leaves show their vibrant colours -- then it starts to rain incessantly. Anyway, our Cascadia Cream Ale is dedicated to the spirit of mountains, oceans, golden days and gentle mist. Caramel and honey malts lend this ale a mellow, grainy maltiness which is balanced by the subtle presence of English finishing hops. Cheers, our Cascadia Cream Ale will be sure to brighten up even the wettest West Coast day."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+the_blind_bat_brewery_llc-long_island_potato_stout,0,0,245105491969,"{""name"":""Long Island Potato Stout"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_blind_bat_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed with real mashed Long Island Potatoes (or is it \""Potatos\""?) in the mash - hence, \""twice mashed.\"" \r\n\r\nI'll admit, my Polish, Irish, and German heritage finds the siren song of potatoes irresistible. (My French blood, not so much.) The local, Long Island agriculture booster in me needs to go for the Long Island potato above all others. \r\n\r\nWith a brewery this small (basically a home brewery with a license to sell), I can brew what \""gets\"" me, with hopes that some folks will enjoy it."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,16,1
+trailhead_brewing_company-trailblazer_blond_ale,0,0,245105033216,"{""name"":""Trailblazer Blond Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+sprecher_brewing-special_amber,0,0,245111390209,"{""name"":""Special Amber"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A delicate balance of toasted malt and fresh hops give this medium-bodied German-style lager an intriguing, complex malt flavor. A creamy head, deep golden color and an impressive hop bouquet make this a very special beer."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+rogue_ales-imperial_india_pale_ale_i2pa,0,0,244996833281,"{""name"":""Imperial India Pale Ale / I2PA"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Above and beyond an India Pale Ale--I2PA is radically hopped with an intense aroma and hop bitterness. Unfiltered and aged for 9 months before it leaves the brewery--not for the faint of heart. I2PA is brewed with two-row Pipkin Pale malts, Saaz, Cascade and Northwest Golding hops. I2PA is available in a new 750ml Silkscreened black ceramic bottle and on draft."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,38,1
+tyranena_brewing,0,0,245112569857,"{""name"":""Tyranena Brewing"",""city"":""Lake Mills"",""state"":""Wisconsin"",""code"":""53551"",""country"":""United States"",""phone"":""1-920-648-8699"",""website"":""http://www.tyranena.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1025 Owen Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0862,""lon"":-88.8967}}",1,33,1
+moorhouse_s_brewery_burnley-black_cat,0,0,244864974848,"{""name"":""Black Cat"",""abv"":3.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moorhouse_s_brewery_burnley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,19,1
+pizza_beer,0,0,244988116992,"{""name"":""Pizza Beer"",""city"":""St Charles"",""state"":""Illinois"",""code"":""60175"",""country"":""United States"",""phone"":""(630) 377-6888"",""website"":""http://www.mammamiapizzabeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Chef Tom and Mamma Mia aren't the only folks that have discovered how great recipes using Mamma Mia Pizza Beer truly can be. Just ask the owners of Michel Angelo's Pizza & Pasta, Ream's Elburn Market, Josefs Elegante Meat and Deli, and the constantly growing list of fine establishments that now or will soon be featuring food products made with Mamma Mia Pizza Beer. Whether it's used in bread, crusts, meats and even fried fish batter, Mamma Mia Pizza Beer truly is expanding the meaning of The World's First Culinary Beer!"",""address"":[""5N404 Harvest Lane""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":41.9455,""lon"":-88.4507}}",1,18,1
+upstream_brewing_old_market-honey_raspberry_ale,0,0,245110538240,"{""name"":""Honey-Raspberry Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""This easy drinking beer is made with pale and \r\nMunich malts, wheat, honey and fresh raspberry puree. Honey Raspberry Ale is refreshing and mildly sweet."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,28,1
+rogue_ales-xs_imperial_stout,0,0,245003911169,"{""name"":""XS Imperial Stout"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Deserving the title \""Emperor of Ales\"" (unlike the bourgeois \""King of Beers\""), Imperial is the strongest and fullest of all stouts. Imperials originally were brewed with large quantities of hops and a high alcohol content to withstand long, unrefrigerated journeys. Rogue Imperial Stout, considered the high end of stouts, is made of 2-row Great Western Harrington & Klages, Hugh Baird XLT-80, Black, Munich and Chocolate Malts; Willamette, Cascade and Chinook hops; rolled oats; and two secret ingredients. Unfiltered and unfined, Imperial Stout is best when aged for one year. Imperial Stout is available in a new 750-ml ceramic swing-top bottle (replacing the much older 7-ounce and more recent 12-ounce XS-line packaging) and on draft."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,55,1
+thunderhead_brewery_2-nitro_porter,0,0,245102739457,"{""name"":""Nitro Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,10,1
+moylan_s_brewery_restaurant-moylannium_ale,0,0,244877033474,"{""name"":""Moylannium Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""moylan_s_brewery_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+ostankinskij_pivovarennij_zavod-beer,0,0,244862550016,"{""name"":""Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ostankinskij_pivovarennij_zavod"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+port_brewing_company-hop_15_ale,0,0,245004697600,"{""name"":""Hop 15 Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""First brewed in 2002 to celebrate the 15th Anniversary of the Pizza Port in Solana Beach, Hop 15 was imagined and designed by Tomme Arthur and Jeff Bagby. It was to be a celebration of 15 years of \""Good Beer Brings Good Cheer.\"" So there are 15 different hop varieties that are added to the beer every 15 minutes. Over the years, Hop 15 has racked up numerous accolades. It has won two silver medals at the Great American Beer Festival. It also was named Alpha King in 2004 and received a first place award at the Bistro Double IPA beer festival in Hayward, CA. Hop 15 remains won of the stickiest most resinous beers we have ever tasted and for that, we are thankful it is on tap at our brewery each and every day.\r\n\r\nMalts- Two Row and English Light Crystal\r\nHops- We use 15 Different Varieties on a strictly don't ask don't tell policy\r\nYeast- White Labs California Ale and Proprietary Yeast Strains\r\n\r\nOriginal Gravity- 1.086\r\nTerminal Gravity- 1.014\r\n9.7 % ABV\r\n\r\nDraft- Available in Southern California 22 Oz Bottles and Cases- At Port Brewing San Marcos and Pizza Port Carlsbad, San Clemente and Solana Beach and wherever better beers are sold."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+san_marcos_brewery_grill-x_tra_pale,0,0,245005156353,"{""name"":""X-Tra Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_marcos_brewery_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+troegs_brewing-scratch_20_2009_apollo_imperial_ale,0,0,245103460352,"{""name"":""Scratch #20 2009 Apollo Imperial Ale"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #20 has been dubbed Apollo Imperial Ale because of our experimentation with a new hop variety.\r\n \r\nApollo hops are high alpha acid with an intense aroma. Married with other high alpha hops, with almost two pounds of hops added per barrel produced, AIA has an intense staying power in the back of the throat. After a long discussion between Chris, John and the brewers, they dubbed this hop flavor stinky grapefruit with a hint of perfume. The dark color might lead you to believe the some malt may shine through; but no, the hops are the true player in this ale.\r\n \r\nScratch #20 has a dual role, also serving at The Drafting Room’s Anniversary Ale for 2009. We brewed a bit more to serve the brewery and The Drafting Room, but get it while when you see it. Before this intense hop flavor subsides, this beer will be sold out."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,11,1
+plzesk_prazdroj-pilsner_urquell,0,0,244994605056,"{""name"":""Pilsner Urquell"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""plzesk_prazdroj"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,34,1
+pizzeria_uno_chicago_grill_brewery-gust_n_gale_porter,0,0,244994998272,"{""name"":""Gust-N-Gale Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizzeria_uno_chicago_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,35,1
+sierra_nevada_brewing_co-bigfoot_2003,0,0,244996505601,"{""name"":""Bigfoot 2003"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+weyerbacher_brewing_company-hops_infusion,0,0,245744992256,"{""name"":""Hops Infusion"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Hops Infusion is loaded with piney, citrusy notes, much hops complexity, and a strong foundation of malt underneath it all.. Glowing a deep amber color, Hops Infusion is brewed with seven types of hops. Simcoe, Magnum, Cascade, Liberty, Saaz, Fuggles and E. Kent Goldings give this beer the complexity that's so interesting. Our brewers intention on Hops Infusion was to create a complexity of hops flavor and aromas, not found in any other beer.\r\n\r\nOriginally developed for our BrewPub (no longer open), Hops Infusion was ahead of its time in 1998, but eventually became over shadowed by plethora of entries from other brewers in the India Pale Ale category, with everyone pushing the envelope on hops content more and more. So, in late 2005 we redesigned this beer with an entirely new recipe and new packaging as well. The results are unmistakable, Hops Infusion is clearly a leading IPA once again.\r\n\r\nWe brew Hops Infusion (6.2% ABV, 1.068 OG) all year 'round. So if your local beer store doesn't have it, tell 'em to get moving!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,7,1
+stadsbrouwerij_de_hemel,0,0,245104377856,"{""name"":""Stadsbrouwerij De Hemel"",""city"":""Nijmegen"",""state"":"""",""code"":""0"",""country"":""Netherlands"",""phone"":""31-024-3606167"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Franseplaats 1""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.8486,""lon"":5.8639}}",1,14,1
+sixpoint_craft_ales,0,0,245005615104,"{""name"":""Sixpoint Craft Ales"",""city"":""Brooklyn"",""state"":""New York"",""code"":""11231"",""country"":""United States"",""phone"":"""",""website"":""http://www.sixpointcraftales.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""40 Van Dyke St""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.674,""lon"":-74.0118}}",1,59,1
+weyerbacher_brewing_company-alpha,0,0,245751939072,"{""name"":""Alpha"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Alpha, the first entry in our one-off, brewer's choice series is a Belgian-style Pale Ale at 6.2% ABV. Brewed with Pale, Carahell and Wheat malts, Amarillo and Cascade hops. This medium bodied beer is crisp on the palate with a smooth, not overly bitter hops flavor coupled with the fruity esters from the Belgian Abby yeast strain we used. Its bottle and keg conditioned, so expect a tall, fluffy head, and perhaps small amount of sediment. Just one batch was brewed in April 2008, kegs released in late May, and only 20 cases of bottles for sale only at the brewery at the special debut night event of June 13, 2008, from 5 to 8 pm. Recipe by Jeff Musselman, assistant brewer."",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,56,1
+pivovar_hradec_krlov-lion_lev_export_lager_beer_double_bock,0,0,245001551872,"{""name"":""Lion Lev Export Lager Beer Double Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivovar_hradec_krlov"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+skagit_river_brewing-skagit_brown_ale,0,0,244987985920,"{""name"":""Skagit Brown Ale"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,17,1
+water_tower_brewing-flying_horse_pale_ale,0,0,245749448705,"{""name"":""Flying Horse Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_tower_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,39,1
+the_livery-old_cedar,0,0,245120761857,"{""name"":""Old Cedar"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Named after a drawing of an old cedar tree growing out of a cliff on the Lake Superior shoreline done by friend and artist Ladislav Hanka, this beer is copper colored and hopped with American Centennial and English East Kent Golding hops.""}",1,54,1
+titletown_brewing-birra_canadeo_gridiron_gold,0,0,245105491970,"{""name"":""Birra Canadeo / Gridiron Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+troegs_brewing-flying_mouflan,0,0,245105033217,"{""name"":""Flying Mouflan"",""abv"":9.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This strong alluring ale is two beers in one. Cracking open a fresh bottle unleashes hops and heat with more than 100 IBUs emanating from three hop varieties and sweet burn of 9.3% ABV. Cellaring the Flying Mouflan in a cool dark place at 50 degrees for a minimum of four months will mellow out the hops and wash away the heat. If you can resist temptation you will be rewarded with two memorable beers in a single bottle."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,15,1
+standing_stone_brewing_company-standing_stone_double_india_pale_ale,0,0,245111390210,"{""name"":""Standing Stone Double India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""standing_stone_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An unfiltered ale with intense hop bitterness, flavor and aroma.  This ale is well balanced with higher alcohol, maltiness and hop character. (95 IBU.)"",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,31,1
+rogue_ales-morimoto_soba_ale,0,0,244996833282,"{""name"":""Morimoto Soba Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""The Morimoto Soba Ale is part of the new Signature Series of Rogue Ales, launched in the Spring of 2003 with internationally acclaimed Chef Masaharu Morimoto--a James Beard awarded chef and one of the stars of the Food Network series, Iron Chef. \r\n\r\nSoba (also known as buckwheat) is not a type of wheat but a member of the rhubard family (a fruit, not a grain!) Soba has been a longtime staple of Japanese cuisine because of its nutritional value. Buckwheat is high in potassium, phosphorous, vitamin B (50 percent more than wheat) and protein, and its virtually fat-free. The fruits of buckwheat plant are like small beechnuts, which are milled to separate the edible groats from the dark brown hulls. The groats are then roasted and used more or less like a grain (a good example is Kasha).\r\n\r\nMorimoto Soba Ale is brewed with Roasted Buckwheat, Pale malt, Munich Malt, 13-17 Carastan Malt, and Crystal Hops. (Note, this beer contains Gluten.) The flavor is unique, toasty-nutty sensation with medium body and good hop bitterness. Morimoto Soba Ale is available in a 22 ounce silkscreened bottle and 13.2 gallon sankey kegs.\r\nTo learn more about the Chef, visit Morimotos web page."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,38,1
+uerige_obergrige_hausbrauerei-sticke,0,0,245112569858,"{""name"":""Sticke"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uerige_obergrige_hausbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,33,1
+mordue_brewery-radgie_gadgie,0,0,244864974849,"{""name"":""Radgie Gadgie"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""mordue_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-apricot_wheat,0,0,244988116993,"{""name"":""Apricot Wheat"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,18,1
+vetter_s_alt_heidelberger_brauhaus-vetter_33,0,0,245110538241,"{""name"":""Vetter 33"",""abv"":37.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""vetter_s_alt_heidelberger_brauhaus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,28,1
+roots_organic_brewing,0,0,245003911170,"{""name"":""Roots Organic Brewing"",""city"":""Portland"",""state"":""Oregon"",""code"":""97214"",""country"":""United States"",""phone"":""1-503-235-7668"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1520 SE Seventh Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":45.5118,""lon"":-122.659}}",1,55,1
+titletown_brewing-art_schmidt_pilsner,0,0,245102739458,"{""name"":""Art Schmidt Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+nethergate_brewery_co_ltd-old_growler,0,0,244877099008,"{""name"":""Old Growler"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""nethergate_brewery_co_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,49,1
+otter_creek_brewing_wolaver_s_organic_ales-oktoberfest,0,0,244862550017,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Oktoberfest is our version of the perennial favorite Bavarian Autumn beer. Oktoberfest's deep golden hue helps bring to mind the old country and its time honored traditions. Brewed with Hallertau and Tettnang hops to balance its clean, malty sweetness, it's the perfect brew for a crisp Autumn day. Available from August to November."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,12,1
+redhook_ale_brewery-winterhook_robust_winter_ale_2000,0,0,245004763136,"{""name"":""Winterhook Robust Winter Ale 2000"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+schussenrieder_erlebnisbrauerei,0,0,245005156354,"{""name"":""Schussenrieder Erlebnisbrauerei"",""city"":""Bad Schussenried"",""state"":""Baden-Wrttemberg"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)7583-/-404-11"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Wilhelm-Schussen-Strae 12""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.004,""lon"":9.6584}}",1,58,1
+tyranena_brewing-rocky_s_revenge,0,0,245103460353,"{""name"":""Rocky's Revenge"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Deep in the darkest depths of Rock Lake prowls a great saurian known today as Rocky.  The legend of Rocky is old.  The ancient inhabitants of Aztalan warned of the beast by building a giant serpent mound at the lake’s edge.  The early residents of Lake Mills were forewarned of a guardian placed in the lake to protect its sacred stone tepees.  And history tells of numerous encounters with Rocky, who became a source of great worry and fear.  Although not seen for over a century, divers still experience a feeling of dread and being watched.  Enjoy Rocky’s Revenge, our offering to this legendary protector of Tyranena.\r\n\r\nRocky’s Revenge is an American brown ale with a portion aged in bourbon barrels.  Each bourbon barrel will contribute its own unique character to this rich, satisfying ale."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,11,1
+raccoon_river_brewing-tallgrass_prairie_gold,0,0,244994605057,"{""name"":""Tallgrass Prairie Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+port_brewing_company-frank_double_ipa,0,0,244994998273,"{""name"":""Frank Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,35,1
+south_shore_brewery-red_lager,0,0,245114011648,"{""name"":""Red Lager"",""abv"":4.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_shore_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+stevens_point_brewery-white_biere,0,0,245104377857,"{""name"":""White Bière"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+sleeping_lady_brewing_company-urban_wilderness_english_pale,0,0,245005680640,"{""name"":""Urban Wilderness English Pale"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sleeping_lady_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This tasty English pale ale gets its charm from Imported Maris Otter Pale Malt, East Kent goldings and a few secret ingredients to keep our competitiors guessing. Styled after a classic English Bitter, Urban Wilderness is supremely balanced, smooth and easy to drink."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,59,1
+wisconsin_brewing-badger_porter,0,0,245751939073,"{""name"":""Badger Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wisconsin_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,56,1
+porterhouse_restaurant_and_brewpub-lager,0,0,245001551873,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""porterhouse_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+sleeman_brewing_malting-original_dark,0,0,244987985921,"{""name"":""Original Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sleeman_brewing_malting"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+yakima_brewing_and_malting_grant_s_ales-deep_powder_winter_ale,0,0,245749448706,"{""name"":""Deep Powder Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yakima_brewing_and_malting_grant_s_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,39,1
+the_lost_abbey-devotion,0,0,245120827392,"{""name"":""Devotion"",""abv"":6.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""It’s an unassuming road leading to the priory. Here, off the corner of two intersecting roads, dedicated monks have been making beer for over 150 years. It’s always been a simple life – the kind that requires they brew only enough to sustain the activities of their monastery. In the silence of passing seasons, they pray, they brew and retire in solitary existence behind the sheltering walls. They live a most interesting life. Most likely one we couldn’t sustain.\r\n\r\nNearby, each summer, the trellised fields spring to life as rows of resinous green cones are trained toward the heavens. Rumor is some monks love these hops and being surrounded by budding yellow aromas and the leafy pungent fields inspired them. Since we aren’t sensible enough to locate our brewery near hop fields, we can only offer this blond ale in celebration of our Abbey brethren and their steadfast Devotion."",""style"":""Belgian-Style Pale Ale"",""category"":""Belgian and French Ale""}",1,54,1
+top_of_the_hill_restaurant_and_brewery-iron_mine_pale_ale,0,0,245105491971,"{""name"":""Iron Mine Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""top_of_the_hill_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+twin_rivers_brewing-imperial_i_p_a,0,0,245105098752,"{""name"":""Imperial I.P.A."",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,15,1
+stone_brewing_co-5th_anniversary_ipa,0,0,245111455744,"{""name"":""5th Anniversary IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,31,1
+routh_street_brewery_and_grille-light_ale,0,0,244996898816,"{""name"":""Light Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""routh_street_brewery_and_grille"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+unibroue-don_de_dieu,0,0,245112635392,"{""name"":""Don De Dieu"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Don de Dieu displays an appealing orange-golden hue with a stable, creamy head of foam. Its fruity, malty and yeasty flavor is quickly succeeded by a palate-warming finish of roasted nuts and spices.\r\n\r\nThis smooth, exceptionally strong triple wheat\r\nale offers a complex flavor that is slightly\r\nfruity, malty, nutty and yeasty, with a hint of \r\nunfiltered sake."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,33,1
+namibia_breweries-urbock,0,0,244865040384,"{""name"":""Urbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""namibia_breweries"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,19,1
+r_b_brewing,0,0,244988182528,"{""name"":""R&B; Brewing"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-874-2537"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""54 East Fourth Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2673,""lon"":-123.103}}",1,18,1
+victory_brewing-whirlwind_wit,0,0,245747679232,"{""name"":""Whirlwind Wit"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A swirling dynamo of flavor, with a steady calm of satisfaction at its heart, that's Whirlwind Witbier. Offering a tamed tempest of flavors both spicy and sublime, this softly fermented ale greets the nose and tingles the tongue. Imported Belgian yeast charges Whirlwind with an energy all its own. It is a refreshing interpretation of the classic, Belgian 'white beer' style."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,28,1
+roy_pitz_brewing_company-white_horse_hefeweizen,0,0,245003976704,"{""name"":""White Horse Hefeweizen"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roy_pitz_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This German inspired wheat ale is packed full of citrus flavor. We use torrified wheat, pale, and carafoam for balance, giving it a nice hazy, straw color and refreshing wheat taste. We ferment the White Horse at higher ale temps with a German style yeast that is known for producing world class wheat beers. We let the yeast take over the majority of the flavoring in our fermenters, providing the beer with banana and clove like esters. We pull some of the yeast with it to give this brew the proper style and to keep its body and character. We than age this brew with zests of citrus and a brewers spice that blends harmoniously with the esters of the yeast and balance out the sweetness of this brew. Truly a favorite in the summer time for breakfast, lunch, or dinner."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,55,1
+tommyknocker_brewery_and_pub-alpine_glacier_lager,0,0,245102804992,"{""name"":""Alpine Glacier Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,10,1
+new_glarus_brewing_company-norski_honey_bock,0,0,244877099009,"{""name"":""Norski Honey Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""new_glarus_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+palmetto_brewing,0,0,244985495552,"{""name"":""Palmetto Brewing"",""city"":""Charleston"",""state"":""South Carolina"",""code"":""29403"",""country"":""United States"",""phone"":""1-843-937-0903"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""289 Huger Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":32.8017,""lon"":-79.9455}}",1,12,1
+revolution_brewing_llc-workingman_mild,0,0,245004828672,"{""name"":""Workingman Mild"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""revolution_brewing_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""Drinkable brown session beer with a nutty, toffee flavor. Served lightly carbonated from a traditional Brittish handpump."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,57,1
+scuttlebutt_brewing-maibock,0,0,245005156355,"{""name"":""Maibock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,58,1
+water_street_brewery-pils,0,0,245745385472,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,11,1
+rail_house_restaurant_and_brewpub-oktoberfest_discontinued,0,0,244994605058,"{""name"":""Oktoberfest (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,34,1
+private_weissbierbrauerei_g_schneider_sohn_gmbh,0,0,244995063808,"{""name"":""Private Weissbierbrauerei G. Schneider & Sohn GmbH"",""city"":""Kelheim"",""state"":"""",""code"":""93309"",""country"":""Germany"",""phone"":""0 94 41 / 7 05 - 0"",""website"":""http://www.schneider-weisse.de"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Emil-Ott-Strasse 1-5""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":48.9175,""lon"":11.8735}}",1,35,1
+southampton_publick_house-altbier,0,0,245114077184,"{""name"":""Altbier"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southampton_publick_house"",""updated"":""2010-07-22 20:00:20"",""description"":""Reddish brown coloring.  Aroma is slightly sweet, much like flavoring.  Very drinkable.  Recommended."",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,37,1
+stone_brewing_co-old_guardian_barley_wine_2005,0,0,245104377858,"{""name"":""Old Guardian Barley Wine 2005"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,14,1
+south_county_brewing_co-brigantine_smoked_porter,0,0,245122465792,"{""name"":""Brigantine Smoked Porter"",""abv"":8.54,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""south_county_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Brigantine Smoked Porter, much like the high seas, can be a wild ride. This beer is dark brown and full bodied with roasted tones and a hint of chocolate. As if that weren't enough it finishes with a smoked flavor that seems right at home during cooler months here in Southern York County."",""style"":""Porter"",""category"":""Irish Ale""}",1,59,1
+wychwood_brewery_company_ltd,0,0,245751939074,"{""name"":""Wychwood Brewery Company Ltd"",""city"":"""",""state"":"""",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,56,1
+prescott_brewing_company-lodgepole_light,0,0,245001551874,"{""name"":""Lodgepole Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Cream Ale or Lager"",""category"":""Other Style""}",1,50,1
+southern_tier_brewing_co-southern_tier_porter,0,0,245105754112,"{""name"":""Southern Tier Porter"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Porter is our darkest beer, but not necessarily our strongest.  It is widely held that the darker the beer, the stronger the beer, but this is a summarily false.  The contribution of color comes directly from the color of malt that we use.  Some malt is oasted to achieve dark color and coffee-like flavor which in turn get transferred to the beer.\r\n\r\nOur Porter is ruchly complex with overtones of chocolate and expresso beans followed by a subtle flavor of hops.  It's a nourishing beer without being too sweet or filling."",""style"":""Porter"",""category"":""Irish Ale""}",1,17,1
+the_lost_abbey-judgement_day,0,0,245120827393,"{""name"":""Judgement Day"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""A massive beer in every sense of the word. A stronger and more contemplative version of our Lost and Found Ale. Judgment Day is the base beer for our Cuvee de Tomme. Many of the Trappist Breweries produce a version of beer which ages incredibly well for many years to come. And, since none of us knows when the end of the world is coming, we suggest you stock up with lots of Lost Abbey beers so that when the end of the world magically appears from no where, you’ll have a beer or two on hand for even the stingiest of angels. Available in 750ml bottles and on draft at select inspired locations."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,54,1
+troegs_brewing-hopback_amber_ale,0,0,245105557504,"{""name"":""HopBack Amber Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Tröegs Brewery’s Flagship beer, HopBack Amber Ale derives its name from a vessel in the brewhouse called a hopback. As the ‘wort’ is being transferred from the brewhouse to fermentation it passes through the hopback vessel. Packed full of fresh whole flower hops, the wort slowly circulates through this vessel extracting the essence of the aromatic hops. This vessel adds more time and more hop character that creates a fresh, spicy taste and rich caramel note that defines this signature ale.\r\n\r\nTASTING NOTES\r\nDeep amber in color under a huge creamy head. The aroma very apparent, bold and spicy with a slight floral character. Balanced with caramel malt, this well-rounded amber ale has an up-front floral spice that builds with a flush of sweetness"",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,16,1
+unibroue-quelque_chose,0,0,245105098753,"{""name"":""Quelque Chose"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Quelque Chose was launched in January 1996. This versatile beer was specifically developed as a winter beer because, when warmed to 70ºC (160ºF), it can be taken as a hot drink. On the other hand, on the rocks, it is a wonderful aperitif. The cherries are soaked for months in slightly bitter ale before being blended into the beer. Quelque Chose is made with dark roasted malts, and the end result is something commonly known as an authentic nectar. The most original of the Unibroue line, it is highly appreciated by winter-sports enthusiasts."",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,15,1
+straub_brewery-straub,0,0,245111521280,"{""name"":""Straub"",""abv"":4.33,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""straub_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+scuttlebutt_brewing-nut_brown,0,0,244996898817,"{""name"":""Nut Brown"",""abv"":4.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""scuttlebutt_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,38,1
+upstream_brewing_old_market-1000_barley_wine,0,0,245112635393,"{""name"":""1000 Barley Wine"",""abv"":9.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,33,1
+north_coast_brewing_company-old_no_38_stout,0,0,244865040385,"{""name"":""Old No.38 Stout"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""north_coast_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Named for a retired California Western Railroad steam engine on the Fort Bragg to Willits run through the Redwoods, Old No. 38 Stout is a smooth, firm-bodied stout with the toasted character and coffee notes of dark malts and roasted barley."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+real_ale_brewing_company,0,0,244988182529,"{""name"":""Real Ale Brewing Company"",""city"":""Blanco"",""state"":""Texas"",""code"":""78606"",""country"":""United States"",""phone"":""1-830-833-2534"",""website"":""http://www.realalebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""231 San Saba Court""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":30.113,""lon"":-98.4156}}",1,18,1
+victory_brewing-yakima_twilight,0,0,245747679233,"{""name"":""Yakima Twilight"",""abv"":8.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The tenacious grip of big, juicy hop aroma and character slides smoothly into rich, dark malts. This heavyweight battle between fresh, Yakima Valley hops and dark, roasted malts is resolved harmoniously as the flavors merge to deliver complex satisfaction with a warming edge. Enjoy the ‘twilight’ for the bright and brassy hops!""}",1,28,1
+russian_river_brewing-dead_leaf_green,0,0,245004042240,"{""name"":""Dead Leaf Green"",""abv"":5.68,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Special Bitter or Best Bitter"",""category"":""British Ale""}",1,55,1
+tommyknocker_brewery_and_pub-black_powder_stout,0,0,245102804993,"{""name"":""Black Powder Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,10,1
+northwoods_brewpub_grill-red_cedar_red,0,0,244877099010,"{""name"":""Red Cedar Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""northwoods_brewpub_grill"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,49,1
+paulaner,0,0,244985495553,"{""name"":""Paulaner"",""city"":""Munich"",""state"":"""",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":""http://www.paulaner.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The name of the Paulaner brewery refers to the order of friars that resided in Neuhauser Straße in Munich who were part of the order of Saint Francis of Paola. The monks had brewed beer for their own use since 1634. The beer that was permitted to be sold on holidays was a Bock style which gained local fame. After the abolition of the Neudeck Cloister in 1799, the building was converted into a penitentiary. Franz Xaver Zacherl, the brewer, purchased the former cloister brewery and continued the Starkbier tradition with the product Salvator, which is latin for Saviour. In 1861 the Salvatorkeller (Salvator cellar) was opened upon Nockherberg. In 1928 the brewery merged with the Gebrüder Thomas brewery creating Paulaner Salvator Thomas Bräu. 1994 saw the acquisition into the Kulmbacher brewery group with the affiliated producers Plauen and Chemnitz. A daughter company is the Auer Bräu AG Rosenheim. Paulaner belongs to the BHI (Brau Holding International AG), a joint venture between Schörghuber Ventures (50.1%) and with Holland's Heineken N.V. (49.9%)."",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":48.1391,""lon"":11.5802}}",1,12,1
+rock_bottom_restaurant_brewery_denver-purple_nightie,0,0,245004828673,"{""name"":""Purple Nightie"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_denver"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+siletz_roadhouse_brewery-wooly_bully,0,0,245005221888,"{""name"":""Wooly Bully"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,58,1
+weinkeller_brewery_berwyn-wee_heavy,0,0,245745385473,"{""name"":""Wee Heavy"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Scotch Ale"",""category"":""British Ale""}",1,11,1
+richbrau_brewing_company-griffin_golden_ale,0,0,244994670592,"{""name"":""Griffin Golden Ale"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""richbrau_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest and palest signature brew, the Griffin is our house session beer. Notice the spicy character imparted by the German hops we use in the Griffin."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,34,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-oktoberfest,0,0,244995063809,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,35,1
+st_james_s_gate_brewery,0,0,245114077185,"{""name"":""St. James's Gate Brewery"",""city"":""Dublin"",""state"":"""",""code"":"""",""country"":""Ireland"",""phone"":"""",""website"":""http://www.guinness.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.3441,""lon"":-6.2675}}",1,37,1
+taylor_s_crossing_brewing-traditional_india_pale_ale,0,0,245104443392,"{""name"":""Traditional India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,14,1
+southern_tier_brewing_co-gemini_imperial_blended_ale,0,0,245122531328,"{""name"":""Gemini Imperial Blended Ale"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""High in the winter sky, two parallel stick figures are visible & known as “the twins,” or the constellation Gemini. The astronauts of the 1960s flew as teams of two in a program named after the celestial pairing. At Southern Tier, we have our own fraternal twins, Hoppe & Unearthly. Blended together & placed in this vessel, the mission of our Gemini is to travel high & take passengers on a journey far into the heavens."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,59,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-pale,0,0,245001617408,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+sprecher_brewing-pale_lager,0,0,245105754113,"{""name"":""Pale Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,17,1
+the_lost_abbey-red_barn_ale,0,0,245120827394,"{""name"":""Red Barn Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""This Farmhouse Ale traces its roots to the small rustic breweries of Southern Belgium. The word Saison comes to us from the French language and it means Season. Lightly spiced with Organic Ginger, Orange Peels, Black Pepper and Grains of Paradise, this brew promises to quench your thirst on the hottest Southern California days or wherever your travels may take you. Available in 750 ml bottles and on draft at select inspired locations."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,54,1
+troegs_brewing-scratch_25_2009_magical_moustache_rye,0,0,245105557505,"{""name"":""Scratch #25 2009 Magical Moustache Rye"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This mahogany ale packs a lingering, earthy hoppiness. The addition of more than 20% rye to the grain bill gives a creamy mouthfeel and hints of spice that compliment the bitterness of hops. Subtle fruitiness come through from the Bravo hops added during the boil, but the Cluster and Liberty varieties used in dry-hopping this beer are the true flavor drivers in this spicy ale. Dark in color and intense is flavor, Scratch 25-2009 finds true balance in a beer that could have easily gone way over the top. Enjoy."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,16,1
+upstream_brewing_company_at_legacy-oak_aged_belgian_tripel,0,0,245105098754,"{""name"":""Oak-Aged Belgian Tripel"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,15,1
+sweetwater_brewing_atlanta-420_extra_pale_ale,0,0,245111521281,"{""name"":""420 Extra Pale Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_atlanta"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+sequoia_brewing_conoabt-thunderhead_amber_ale,0,0,244996898818,"{""name"":""Thunderhead Amber Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sequoia_brewing_conoabt"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+valley_brewing_company-valley_brew_pale_wheat,0,0,245112635394,"{""name"":""Valley Brew Pale Wheat"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""An American style Wheat Ale made with 50% malted 2 Row barley and 50% malted wheat. Valley Brew Pale Wheat is lightly hopped to produce a smooth and satisfying finish."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,33,1
+o_fallon_brewery,0,0,244865040386,"{""name"":""O'Fallon Brewery"",""city"":""O'Fallon"",""state"":""Missouri"",""code"":""63366"",""country"":""United States"",""phone"":""1-636-474-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""26 West Industrial Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":38.8058,""lon"":-90.7532}}",1,19,1
+redhook_ale_brewery-rye,0,0,244988182530,"{""name"":""Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+walldorff_brew_pub-bee_sting_honey_rye_ale,0,0,245747679234,"{""name"":""Bee Sting Honey Rye Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""A smooth golden ale flavored with Pilsner malt and fresh local honey from Schaefer Shack Farms."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,28,1
+san_diego_brewing-old_town_nut_brown,0,0,245004042241,"{""name"":""Old Town Nut Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,55,1
+tucher_bru-kristall_weizen,0,0,245102804994,"{""name"":""Kristall Weizen"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tucher_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+o_grady_s_brewery_and_pub_1,0,0,244877164544,"{""name"":""O'Grady's Brewery and Pub #1"",""city"":""Arlington Heights"",""state"":""Illinois"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.0884,""lon"":-87.9806}}",1,49,1
+pyramid_alehouse_brewery_and_restaurant_seattle-curve_ball,0,0,244985561088,"{""name"":""Curve Ball"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+rogue_ales-old_crustacean_barleywine_2004,0,0,245004828674,"{""name"":""Old Crustacean Barleywine 2004"",""abv"":11.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""In Britain, seasonal brews for winter are high in alcohol, robust, malty, and dark. The two main styles of these brews are Old Ales and Barleywines. As the name suggests, barleywines are similar to wines in alcohol and need aging but are derived from grain, not the grape. Rogues barleywine is described by beer expert Stuart Ramsey as: \""A masterful, intense creation from brewer John Maier....it has achieved a depth and complexity usually associated with well-ages strong ales. I hope the brewery bottles some before it disappears.\"" We call it the cognac of beers. An unfiltered and unfined Barleywine. Intense, robust, malty and dark. The cognac of beers. A hugh beer in a little bottle, this is a beer designed for sipping.\r\n\r\nOld Crustacean is brewed with eight ingredients, Great Western Harrington, Klages, Hugh Baird Carastan and Munich Malts, Chinook and Centennial Hops, free-range coastal water and PacMan yeast. Old Crustacean is best when aged for one year. Old Crustacean is available in a new 750-ml ceramic swingtop bottle (replacing the much older 7-ounce and more recent 12 ounce XS-line package) and on draft."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,57,1
+southend_brewery_and_smokehouse_charleston-east_bay_brown,0,0,245122072576,"{""name"":""East Bay Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+weyerbacher_brewing_company-autumnfest,0,0,245745385474,"{""name"":""AutumnFest"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""AutumnFest is Weyerbacher's own unique twist on the German Oktoberfest style. Copper-amber in color, AutumnFest is made with Vienna and Munich malts for that authentic, Bavarian easy drinking taste.  Each sip imparts a wonderful roastiness of malt on the tongue followed by a smooth, consistent finish.  Wonderfully balanced with a clean, velvety, slightly fruity taste, AutumnFest is the perfect beer for the Fall- a nice transition between the lighter beers of summer and the darker, heavier winter brews. It's a favorite of many Weyerbacher aficionados, who anticipate the end of summer with this wonderful beer. \r\n\r\n   Weyerbacher AutumnFest ( ABV 5.4%) is generally available in stores August through December.  Pick up a case to celebrate the change of seasons. Prost!"",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,11,1
+roost_brewery-kristall_weizen,0,0,244994670593,"{""name"":""Kristall Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""roost_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+rock_bottom_restaurant_brewery_minneapolis-north_star_premium_lager,0,0,244995063810,"{""name"":""North Star Premium Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_minneapolis"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,35,1
+st_peter_s_brewery-st_peter_s_organic_ale,0,0,245114077186,"{""name"":""St Peter's Organic Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Water is extracted from our own 300’ deep borehole and combined with Soil Association accredited light malted barley from Norfolk. Organic hops provide the distinctive palate. The yeast used is St. Peter’s own single strand variety. The result is a delicate, clean, crisp, lightly carbonated, traditional English Ale with a full ‘citrus hop’ aftertaste. This lovely beer won the Soil Association’s top prize in 2002 and a silver medal in 2006."",""style"":""Classic English-Style Pale Ale"",""category"":""British Ale""}",1,37,1
+taylor_s_restaurant_and_brewery,0,0,245104443393,"{""name"":""Taylor's Restaurant and Brewery"",""city"":""San Diego"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":32.7153,""lon"":-117.157}}",1,14,1
+southern_tier_brewing_co-jahva_imperial_coffee_stout,0,0,245122531329,"{""name"":""Jahva Imperial Coffee Stout"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,59,1
+pyramid_alehouse_brewery_and_restaurant_seattle-snow_cap,0,0,245001617409,"{""name"":""Snow Cap"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_seattle"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,50,1
+sprecher_brewing-sprecher_pub_ale,0,0,245105819648,"{""name"":""Sprecher Pub Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Seven varieties of malted barley are combined to give this English-style ale its complex flavor and deep, brown color. A select British yeast culture adds a subtle fruitiness and a blend of choice hops gives this non-bitter ale a soft finish."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,17,1
+the_round_barn_winery_brewery-round_barn_kolsch_style,0,0,245120892928,"{""name"":""Round Barn Kölsch Style"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_round_barn_winery_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Kölsch style beer is a golden-blonde ale that is our version of Cologne's native style. Soft, subtle maltiness and a clean finish make it a great thirst-quencher. Kölsch pairs well with spicy foods, or by itself. Enjoy with friends and in good health. Round Barn beer is bottle conditioned, decant into a pint glass before drinking for the best taste experience.""}",1,54,1
+tuppers_hop_pocket_ale-hop_pocket_ale,0,0,245105623040,"{""name"":""Hop Pocket Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tuppers_hop_pocket_ale"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,16,1
+ushers_of_trowbridge,0,0,245105164288,"{""name"":""Ushers of Trowbridge"",""city"":""Trowbridge"",""state"":""Wiltshire"",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.3201,""lon"":-2.208}}",1,15,1
+t_r_theakston,0,0,245111521282,"{""name"":""T&R; Theakston"",""city"":""Ripon"",""state"":""North Yorkshire"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01765)-689544"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""The Brewery""]}",1,31,1
+siletz_roadhouse_brewery-paddle_me_ipa,0,0,244996898819,"{""name"":""Paddle Me IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+water_street_brewery-amber,0,0,245748269056,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,33,1
+odell_brewing-isolation_ale,0,0,244865105920,"{""name"":""Isolation Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Ever been in a warm, cozy cabin and had a secret desire to get snowed in? To celebrate the winter season, we offer our Isolation Ale - a traditional winter brew made with premium malts imported from England. It's just one of the reasons Isolation Ale stands alone."",""style"":""Winter Warmer"",""category"":""Other Style""}",1,19,1
+river_horse_brewing_company,0,0,244988248064,"{""name"":""River Horse Brewing Company"",""city"":""Lambertville"",""state"":""New Jersey"",""code"":""8530"",""country"":""United States"",""phone"":"""",""website"":""http://www.riverhorse.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""While we might be new to your area, we have been brewing fine craft ales and lagers along the banks of the Delaware River since April of 1996. You can find our all natural, fresh bottled and draft beer products throughout the Mid-Atlantic region and parts of New England. Distribution includes Pennsylvania, New Jersey, Delaware, Maryland, New York, New York City, Long Island, Ohio, Connecticut and Massachusetts. We have also been featured by several well-known beer-of-the-month clubs. We use choice, all-natural ingredients and local spring water to produce the best product made in our area. You will notice that all of our products are pure representations of their respective styles, very clean and very well balanced."",""address"":[""80 LAMBERT LANE""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.3688,""lon"":-74.9477}}",1,18,1
+water_street_lake_country-amber,0,0,245747744768,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,28,1
+san_miguel_corporation-dark_lager,0,0,245004042242,"{""name"":""Dark Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_miguel_corporation"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,55,1
+two_brothers_brewing,0,0,245102870528,"{""name"":""Two Brothers Brewing"",""city"":""Warrenville"",""state"":""Illinois"",""code"":""60555"",""country"":""United States"",""phone"":""1-800-451-6348"",""website"":""http://www.twobrosbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""30 Butterfield Road""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.8206,""lon"":-88.2068}}",1,10,1
+odell_brewing-90_shilling,0,0,244877164545,"{""name"":""90 Shilling"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We introduced 90 Shilling, our flagship beer, at our opening party in 1989. For a while, we'd been wondering - what would happen if we lightened up the traditional Scottish ale? The result is an irresistibly smooth and delicious medium-bodied amber ale. The name 90 Shilling comes from the Scottish method of taxing beer. Only the highest quality beers were taxed 90 Shillings. A shilling was a British coin used from 1549 to 1982. We think you'll find this original ale brilliantly refreshing, and worth every shilling."",""style"":""Scottish-Style Light Ale"",""category"":""British Ale""}",1,49,1
+real_ale_brewing_company-sisyphus_barleywine,0,0,244985561089,"{""name"":""Sisyphus Barleywine"",""abv"":11.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""real_ale_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+rogue_ales,0,0,245004894208,"{""name"":""Rogue Ales"",""city"":""Newport"",""state"":""Oregon"",""code"":""97365"",""country"":""United States"",""phone"":""1-541-867-3664"",""website"":""http://www.rogue.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Rogue Ales was founded in 1988 by Jack Joyce, Rob Strasser and Bob Woodell, three corporate types who wanted to go into the food/beverage industry. Rogue's first brewpub was located in Ashland, Oregon and was a 10bbl brewsystem. Rogue opened a second brewpub, 15bbl brewsystem, in May 1989 located in Newport, Oregon. Rogue closed its Ashland operation in 1997, after the great flood destroyed the place. In 1991, the 15bbl system, named Howard after John Maier's former boss, from the Newport brewpub was transferred across the bay to the current brewery and upgraded to a 30bbl system. In 1998 Rogue bought a 50bbl brewsystem, named Kobe. Kobe is the only brewsystem in use. Tours: We offer brewery tours every day at 3 pm (followed by a distillery tour at 4pm). Go up to the bar inside the brewery (Brewers on the Bay) and check in with the bartender and the tour will commence. Please call ahead if you have a large group and or to verify the tour time...Brewer's on the Bay phone is 541-867-3664. The view from Brewers on the Bay includes the marina (outside), and the bottling line and brew kettles (inside)."",""address"":[""2320 SE OSU Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.6202,""lon"":-124.052}}",1,57,1
+southend_brewery_and_smokehouse_charleston-frostbite,0,0,245122072577,"{""name"":""Frostbite"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+weyerbacher_brewing_company-raspberry_imperial_stout,0,0,245745451008,"{""name"":""Raspberry Imperial Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Enjoyed alone as a winter-warmer or as the perfect finish to any fine meal, our Raspberry Imperial Stout is a wonderfully full-flavored beer with just a \""kiss\"" of raspberry flavor. \r\nWhen we brew this beer we add just a touch of real raspberries during the fermentation process. The result is a modest fruit flavor which enhances--- without dominating the rich, malty, stout taste.\r\n\r\nOur Raspberry Imperial Stout (8.0% ABV) is great alone or as an after-dinner accompaniment. It's especially good with chocolate desserts. We brew it only during the winter months, so check out the Brewing Schedule on the \""What's New\""  page for the next time it will be coming to a beer store near you."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,11,1
+san_diego_brewing-friars_ipa,0,0,244994670594,"{""name"":""Friars IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""san_diego_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+rogue_ales-charlie_1981,0,0,244995129344,"{""name"":""Charlie 1981"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An unfiltered strong ale that is amber in color and has an intense piney hop aroma. The beer is named in honor of Charlie Papazian, president of the Association of Brewers, founder of the American Homebrewers Association and homebrewing guru. John Maier, Brewmaster for Rogue Ales, made his first batch of beer in 1981 using Papazians influential book \""The New Complete Joy of Homebrewing.\"" \r\nBrewed with Munich and Crystal 40 two-row pale malt, and dry-hopped with Horizon, Sterling and Amarillo hops, free range coastal waters, and top fermenting Pacman yeast.""}",1,35,1
+steamworks-nirvana_nut_brown_ale,0,0,245114142720,"{""name"":""Nirvana Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""Our regulars have many reasons for frequenting our premises. Some come for the comfy chairs, a game of pool, or to exude some seriously suaveness at the oyster bar on a Friday evening. For the truly devoted, however, who come in search of truth, it's the Nut Brown they're after. Often they arrive with a glazed look in their eyes, having endured days of office drudgery or the unknowable hardships of securing a parking spot. Set your cares aside, for all can find solace in this ale's yin-yang of nutty maltiness and delicate, dryish hoppiness. For our Nut Brown, an ale deep auburn in colour, we use a blend of Munich, caramel and chocolate malts to create a rich malty palate with a lingering dry chocolatiness.""}",1,37,1
+the_alchemist-heathen,0,0,245104508928,"{""name"":""Heathen"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""An american IPA brewed with a blend of 3 base malts and a multitude of hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+spanish_peaks_brewing-peaches_and_cream,0,0,245122596864,"{""name"":""Peaches and Cream"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spanish_peaks_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,59,1
+raccoon_river_brewing-railyard_ale,0,0,245001617410,"{""name"":""Railyard Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,50,1
+spring_house_brewing_company,0,0,245105819649,"{""name"":""Spring House Brewing Company"",""city"":""Conestoga"",""state"":""Pennsylvania"",""code"":""17516"",""country"":""United States"",""phone"":"""",""website"":""http://www.springhousebeer.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2519 Main St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.9525,""lon"":-76.3295}}",1,17,1
+tomos_watkin_and_sons_ltd,0,0,245120892929,"{""name"":""Tomos Watkin and Sons Ltd."",""city"":""Swansea"",""state"":""Wales"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01792)-775333"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Unit 3, Century Park, Valley Way""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.6666,""lon"":-3.9443}}",1,54,1
+tworows_restaurant_brewery_dallas-esb,0,0,245105623041,"{""name"":""ESB"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+wainwright_brewing-black_jack_black_and_tan,0,0,245745975296,"{""name"":""Black Jack Black and Tan"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wainwright_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,15,1
+taylor_s_crossing_brewing-dominion_lager,0,0,245111521283,"{""name"":""Dominion Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,31,1
+southern_tier_brewing_co-phin_matt_s_extroidinary_ale,0,0,245114470400,"{""name"":""Phin & Matt's Extroidinary Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""After sampling a wide array of great beers, the duo hit upon an idea.  \""I've got it!\"" exclaimed Matt, \""we'll use vast amounts of whole hops, the finest malt, and put a little love in each batch.\""  \""Eureka!\"" shouted Phin.  And thus became a beer so fresh and tasty they had to put their names on it."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,38,1
+olde_main_brewing-caramel_apple_ale,0,0,244865105921,"{""name"":""Caramel Apple Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""olde_main_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,19,1
+rock_bottom_restaurant_brewery_san_jose-pilsner,0,0,244988248065,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+wychwood_brewery-bah_humbug,0,0,245747744769,"{""name"":""Bah Humbug"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,28,1
+shipwrecked_brew_pub-peninsula_porter,0,0,245004107776,"{""name"":""Peninsula Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipwrecked_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+uerige_obergrige_hausbrauerei-alt,0,0,245102870529,"{""name"":""Alt"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uerige_obergrige_hausbrauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,10,1
+odell_brewing-imperial_stout,0,0,244877164546,"{""name"":""Imperial Stout"",""abv"":7.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""odell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+rogue_ales-ten_thousand_brew_ale,0,0,244985626624,"{""name"":""Ten Thousand Brew Ale"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Brew 10,000: One Brewer, Eighteen Years, Ten-Thousand Batches of Beer. \r\n\r\nBrew 10,000 is not so much a style of beer, rather it is a new recipe using some of the best ingredients John Maier has ever brewed with... Vienna, French Special Aroma, and Maris Otter Pale Malts; Yakima Summit and German Saphir Hops, Free-range Coastal Waters, and PacMan Yeast. \r\n\r\nBrew 10,000 was brewed only once, so its allocated and very, very limited. Its packaged in the swing-top 750-ml ceramic bottle and available only at select retailers. Note, Brew 10,000 was sold out at the brewery in early 2007, however, very limited amounts may still available in the retail trade, email Schuyler@rogue.com for a retailer near you."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,12,1
+sharktooth_brewing,0,0,245004894209,"{""name"":""Sharktooth Brewing"",""city"":""Kahului"",""state"":""Hawaii"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":20.8947,""lon"":-156.47}}",1,57,1
+southern_tier_brewing_co-southern_tier_harvest_ale,0,0,245122072578,"{""name"":""Southern Tier Harvest Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,58,1
+white_marsh_brewing_company-avenue_ale,0,0,245745451009,"{""name"":""Avenue Ale"",""abv"":4.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""white_marsh_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""2007 Maryland Governor's Cup Bronze Medal:\r\nA golden colored ale with crisp malt character and a slightly spicy hop aroma. We use a good amount of wheat and some German malt in this one to give it a very refreshing taste. Avenue Ale is a true session beer, so sit down and prepare for a long one."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,11,1
+sandlot_brewery_at_coors_field,0,0,244994670595,"{""name"":""SandLot Brewery at Coors Field"",""city"":""Denver"",""state"":""Colorado"",""code"":""80205"",""country"":""United States"",""phone"":""1-303-298-1587"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2145 Blake Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.7557,""lon"":-104.993}}",1,34,1
+route_66_brewery-river_city_red_ale,0,0,244995129345,"{""name"":""River City Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""route_66_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,35,1
+stevens_point_brewery,0,0,245114142721,"{""name"":""Stevens Point Brewery"",""city"":""Stevens Point"",""state"":""Wisconsin"",""code"":""54481"",""country"":""United States"",""phone"":""1-715-344-9310"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2617 Water Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.5104,""lon"":-89.5734}}",1,37,1
+the_alchemist-light_weight,0,0,245104508929,"{""name"":""Light Weight"",""abv"":4.33,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""Our lightest beer, and our Bronze Medal Winner 2006 World Beer Cup German pilsner malt and American hops give this brew a light, crisp finish. Made with the light beer drinker in mind."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,14,1
+spilker_ales-espresso_stout_discontinued,0,0,245122596865,"{""name"":""Espresso Stout (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spilker_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+red_kettle_brewing-dark,0,0,245001682944,"{""name"":""Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""red_kettle_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,50,1
+stieglbrauerei_zu_salzburg_gmbh-weizengold_hefefein,0,0,245105885184,"{""name"":""Weizengold Hefefein"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stieglbrauerei_zu_salzburg_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""Stiegl Weizengold. It has 12o original gravity; the choicest ingredients and a top fermentation process are responsible for the highest possible quality and an unmistakable flavor. It is brewed according to the classic wheat beer recipe: 60 % wheat malt and 40 % barley malt, top fermentation and in compliance with the Purity Law of 1516.  This fine yeast wheat beer specialty is a refreshing, natural and stimulating beer brand."",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,17,1
+tunner_s_guild_brewing_systems-berkshire_springs_stock_ale,0,0,245120892930,"{""name"":""Berkshire Springs Stock Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tunner_s_guild_brewing_systems"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,54,1
+tyranena_brewing-hopwhore_imperial_india_pale_ale,0,0,245105623042,"{""name"":""HopWhore Imperial India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,16,1
+wernesgruner_brauerei_gmbh-wernesgruner_pils_legende,0,0,245746040832,"{""name"":""Wernesgrüner Pils Legende"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wernesgruner_brauerei_gmbh"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic German-style Pils"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,15,1
+thomas_kemper_brewing-oktoberfest,0,0,245111586816,"{""name"":""Oktoberfest"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thomas_kemper_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,31,1
+spilker_ales-wind_chill_spiced_ale_discontinued,0,0,245114535936,"{""name"":""Wind Chill Spiced Ale (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spilker_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+orkney_brewery-skullsplitter_ale,0,0,244865171456,"{""name"":""Skullsplitter Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""orkney_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Skull Splitter is our strongest ale: which is named after Thorfinn Einarsson who was the 7th Viking Earl of Orkney. Sophisticated, satiny smooth with a deceptively light character, it is a tribute to our colourful forbear.\r\n\r\nOn the nose, this strong beer has a fruity malt character, with hints of dark fruit, spicy hop, dates and figs.\r\n\r\nOn the palate, rich and complex with sweet toasted malt, molasses, fresh and dried fruit and hints of warming spices."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,19,1
+rogue_ales-issaquah_bullfrog_ale,0,0,244988248066,"{""name"":""Issaquah Bullfrog Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""An American style wheat beer and an Issaquah Brewhouse origina. Light in color and body and served with a lemon, Bullfrog is crisp, refreshing and goes down easy. Take a flying leap!\r\n\r\nBullfrog Ale took the Silver Medal at the 2004 Great American Beer Festival in the American Wheat category."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,18,1
+sierra_nevada_brewing_co-torpedo_extra_ipa,0,0,245004107777,"{""name"":""Torpedo Extra IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Sierra Nevada Torpedo Ale is a big American IPA; bold, assertive and full of flavor and aromas highlighting the complex citrus, pine and herbal character of whole-cone American hops.\r\n\r\nNamed after the torpedo-shaped hopback employed in its making, is an IPA made with Chinook, Cascade and Centennial hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,55,1
+upper_mississippi_brewing-mudcat_stout,0,0,245102870530,"{""name"":""Mudcat Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upper_mississippi_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,10,1
+otter_creek_brewing_wolaver_s_organic_ales-alta_gracia_coffee_porter,0,0,244877230080,"{""name"":""Alta Gracia Coffee Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-12-20 16:10:29"",""description"":""Brewed with organic roasted barley and chocolate malts for a rich, dark and robust flavor with an infusion of organic vanilla beans and coffee from the Dominican Republic farm community Alta Gracia. "",""style"":""Porter"",""category"":""North American Ale""}",1,49,1
+russell_brewing-cream_ale,0,0,244985626625,"{""name"":""Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russell_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,12,1
+south_county_brewing_co,0,0,245121679360,"{""name"":""South County Brewing Co."",""city"":""Fawn Grove"",""state"":""Pennsylvania"",""code"":""17321"",""country"":""United States"",""phone"":"""",""website"":""http://www.southcountybrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""104 Mill St.""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.7323,""lon"":-76.4496}}",1,57,1
+spilker_ales-cortland_wheat,0,0,245122138112,"{""name"":""Cortland Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spilker_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+youngs_company_brewery-old_nick,0,0,245745451010,"{""name"":""Old Nick"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,11,1
+sharktooth_brewing-amber,0,0,244994736128,"{""name"":""Amber"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sharktooth_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,34,1
+saint_louis_brewery_schlafy_tap_room-schlafly_oatmeal_stout,0,0,244995129346,"{""name"":""Schlafly Oatmeal Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+stroh_brewery_company-hatuey_beer,0,0,245114142722,"{""name"":""Hatuey Beer"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stroh_brewery_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+the_blind_bat_brewery_llc-hellsmoke_porter,0,0,245104508930,"{""name"":""Hellsmoke Porter"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_blind_bat_brewery_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""A roasty robust porter. \r\nBrewed with malt that I smoke over alder and apple wood. \r\n\r\nGoes great with steak, burgers, \r\nas well as barbecued, grilled, or smoked food. \r\nKielbasi! \r\n\r\nCheeses? \r\nTry it with Gouda, Brie, Swiss, or Havarti."",""style"":""Porter"",""category"":""Irish Ale""}",1,14,1
+spring_house_brewing_company-kerplunk_imperial_chocolate_stout,0,0,245122596866,"{""name"":""Kerplunk Imperial Chocolate Stout"",""abv"":8.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Kerplunk! Imperial Chocolate Stout is named for the delicious sound made as large amounts of Wilbur chocolate and west coast hops are added directly into the simmering brew kettle. This hefty black imperial-style stout boasts a rich caramel sweetness lavished by a robust, deep-roasted heartiness you can sink your two front teeth into. The bold flavors found in Kerplunk! are produced using a generous blend of roasted barley, crystal malts and locally produced chocolate. The resulting brew exhibits a deliciously complex and unique profile of subtle mocha coffee and intense chocolate, balanced nicely by the underlying roasted hop bitterness. This is a balanced strong brew boasting an A.B.V. of 8.1% that can creep up on you.""}",1,59,1
+rogue_ales-golden_frog,0,0,245001682945,"{""name"":""Golden Frog"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""A Belgian - Style Pale Ale.  The Belgian yeast produces flavors of cloves, banana, and other spices that meld perfectly with the malt and hops.  Ingredients: Pilsner Malt, Saaz Hops, Blegian Yeast, Free Range Cascade Water.\r\nNo Chemicals, Additives or Preservatives."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,50,1
+stone_cellar_brewpub_restaurant-riverboat_rye,0,0,245105885185,"{""name"":""Riverboat Rye"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_cellar_brewpub_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+unibroue-15,0,0,245120958464,"{""name"":""15"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+upper_mississippi_brewing-mullin_brown,0,0,245105623043,"{""name"":""Mullin Brown"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upper_mississippi_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,16,1
+yamhill_brewing-best_mild_discontinued,0,0,245746040833,"{""name"":""Best Mild (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yamhill_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,15,1
+tommyknocker_brewery_and_pub-jack_whacker_wheat_ale,0,0,245111586817,"{""name"":""Jack Whacker Wheat Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""Jack Whacker Wheat Ale is a light, unfiltered brew with a citrus aroma and flavor imparted by a late addition of lemon grass. It's the perfect refreshment for a thirsty, trail-weary ale lover."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,31,1
+st_peter_s_brewery-winter_ale,0,0,245114535937,"{""name"":""Winter Ale"",""abv"":6.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,38,1
+otter_creek_brewing_wolaver_s_organic_ales-copper_ale,0,0,244865171457,"{""name"":""Copper Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""otter_creek_brewing_wolaver_s_organic_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Copper Ale, a medium bodied, amber ale inspired by the Altbiers of Northern Germany. Brewed with six different malts, three hop varieties and our special house yeast, Copper Ale is characterized by a well-balanced blend of malty notes and mild bitterness."",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,19,1
+rogue_ales-santas_private_reserve,0,0,244988248067,"{""name"":""Santas Private Reserve"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Rogues annual holiday offering, Santas Private Reserve, is a variation of the classic Saint Rogue Red, but with double the hops--including Chinook, and Centennial, and a mystery hop called Rudolph by head brewer John \""more hops\"" Maier!This holiday elixir is brewed with two-row Harrington, Klages and Munich malts, along with Hugh Baird 30-37, Carastan 13-17, and Crystal 70-80 malts, plus free range coastal water and Johns proprietary top-fermenting Pacman yeast. Available in both 22-ounce bottles, 12oz Loose packs for Winter 2005, and 12oz six packs for 2006."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,18,1
+silver_gulch_brewing_company-anchorage_ale,0,0,245004107778,"{""name"":""Anchorage Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""silver_gulch_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+upstream_brewing_old_market-heartland_hefeweizen,0,0,245103001600,"{""name"":""Heartland Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,10,1
+pearl_street_brewery,0,0,245001027584,"{""name"":""Pearl Street Brewery"",""city"":""La Crosse"",""state"":""Wisconsin"",""code"":""54603"",""country"":""United States"",""phone"":""1-608-784-4832"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1401 Saint Andrew Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.8344,""lon"":-91.2362}}",1,49,1
+sabmiller_india,0,0,244985626626,"{""name"":""Sabmiller India,"",""city"":""Bangalore"",""state"":""Karnataka"",""code"":""560022"",""country"":""India"",""phone"":""91 (0) 80 - 22198800"",""website"":""http://www.sabmiller.in/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""If you are contacting SABMiller India with a question, then please feel free to find the answer to your question by contacting us."",""address"":[""SKOL Breweries Limited""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":12.9683,""lon"":77.657}}",1,12,1
+southend_brewery_and_smokehouse_charleston-ironman_wheat,0,0,245121744896,"{""name"":""Ironman Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,57,1
+spoetzl_brewery-shiner_blonde,0,0,245122203648,"{""name"":""Shiner Blonde"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spoetzl_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+shepherd_neame,0,0,244994736129,"{""name"":""Shepherd Neame"",""city"":""Faversham"",""state"":""Kent"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01795)-532206"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""17 Court Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":51.3169,""lon"":0.8921}}",1,34,1
+saint_louis_brewery_schlafy_tap_room-schlafly_oktoberfest,0,0,244995194880,"{""name"":""Schlafly Oktoberfest"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""A malty, full-bodied, deep reddish-amber lager. Traditionally brewed in March for the Oktoberfest in the fall, this style is also known as Märzen. Also available in bottles."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,35,1
+t_bonz_gill_grill_and_brewery-market_street_wheat,0,0,245114142723,"{""name"":""Market Street Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,37,1
+the_hop_yard,0,0,245104574464,"{""name"":""The Hop Yard"",""city"":""San Ramon"",""state"":""California"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":""http://www.hopyard.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Good rotating selection of beers from distinct breweries. Good food as well."",""address"":[""Bollinger Canyon Rd.""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":37.7839,""lon"":-122.001}}",1,14,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-satin_stout,0,0,245122662400,"{""name"":""Satin Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,59,1
+santa_fe_brewing_company-santa_fe_wheat,0,0,245001682946,"{""name"":""Santa Fe Wheat"",""abv"":5.25,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A true Bavarian wheat yeast, sixty percent wheat malt, and German hops make Santa Fe Wheat Beer as true to the style as any American rendition can be. German Wheat Beer, with its hints of banana and clove, its delectable, spicy, hops, and its pale golden color, is becoming increasingly popular in America’s craft brewing world, and with good reason: wheat beers are both light enough to please light beer drinkers, and complex enough to please true micro-brew connoisseurs. To mimic a classic German Hefeweisen, after pouring your Santa Fe Wheat Beer into a glass, swirl the last few drops in the bottle to loosen the yeast from the bottom, then pour the yeast over the top of your beer."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,50,1
+stone_coast_brewing_portland-sunday_river_alt,0,0,245105950720,"{""name"":""Sunday River Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_coast_brewing_portland"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,17,1
+valley_brewing_company-valley_brewing_apricot_ale,0,0,245120958465,"{""name"":""Valley Brewing Apricot Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Apricot Ale is a fruit beer produced using 100% Apricot fruit extract. The beer has a hint of Apricot in the nose and a sweet clean and refreshing finish."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,54,1
+upstream_brewing_company_at_legacy-oak_aged_ipa,0,0,245105688576,"{""name"":""Oak Aged IPA"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+yards_brewing-thomas_jefferson_s_tavern_ale,0,0,245746040834,"{""name"":""Thomas Jefferson's Tavern Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""All beers are not created equal.\r\n\r\nWhile Thomas Jefferson spent much of his time in Philadelphia drafting, editing, revising, and re-editing the Declaration of Independence, he longed to be home in Monticello, where twice a year his wife Martha would brew up one of his favorite beverages — beer.\r\n\r\nThomas Jefferson Tavern Ale™ is a strong golden ale, based on Jefferson's original recipe, which included ingredients specified and grown on his Virginia estate.\r\n\r\nEnjoy a taste of history, courtesy of Yards Brewing Company, Philadelphia's premier brewer and bottler.""}",1,15,1
+tongerlo-tongerlo_dubbel_blond,0,0,245111586818,"{""name"":""Tongerlo Dubbel  Blond"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tongerlo"",""updated"":""2010-07-22 20:00:20"",""description"":""DOUBLE BLONDE 6°\r\nCopper-coloured beer with a honey aroma, a full and smooth flavour and a gently evolving aftertaste"",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,31,1
+the_alchemist-el_jefe,0,0,245114535938,"{""name"":""El Jefe"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""Our holiday ale. This I.D.A., India Dark Ale, is crisp, bitter and overflowing with the aroma of spruce. Perfect for the holidays."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+phoenix_beverages_ltd-phoenix,0,0,244988444672,"{""name"":""Phoenix"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""phoenix_beverages_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""A polished, golden yellow beer with 5% alcohol. Phoenix beer is pasteurised after bottling, according to natural conservation methods. The quality of the underground water also allows us to produce a beer with no chemicals additives. Time of maturation before distribution is meticulously controlled.""}",1,19,1
+ruppaner_brauerei-hefe_weizen_hell,0,0,244988313600,"{""name"":""Hefe Weizen Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ruppaner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,18,1
+simmerberg_brusttt_und_taferne-braustatt_pils,0,0,245004173312,"{""name"":""Bräustatt Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""simmerberg_brusttt_und_taferne"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+victory_brewing-helios,0,0,245103001601,"{""name"":""Helios"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,10,1
+pivzavod_baltika-baltika_6_porter,0,0,245001093120,"{""name"":""Baltika 6 Porter"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pivzavod_baltika"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,49,1
+sacramento_brewing_company,0,0,244985692160,"{""name"":""Sacramento Brewing Company"",""city"":""Sacramento"",""state"":""California"",""code"":""95821"",""country"":""United States"",""phone"":""(916) 485-4677"",""website"":""http://sacbrew.blogspot.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2713 El Paseo Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.6191,""lon"":-121.4}}",1,12,1
+speakeasy_ales_and_lagers-double_daddy,0,0,245121744897,"{""name"":""Double Daddy"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""speakeasy_ales_and_lagers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,57,1
+steamworks-blitzen_christmas_ale,0,0,245122203649,"{""name"":""Blitzen Christmas Ale"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""A strong, fruity, belgian-style trippel 8.5% alc./vol.\r\n\r\nOur aptly named Christmas Ale is based on the strong beers traditionally brewed by Belgium's trappist monasteries. Trippel is typically at least 8% alc./vol. and has a light golden colour. Because of its high strength this beer has an intensely fruity palate. Up front it has a honeyish sweetness but the finish is dry and champagne-like. Most weary Christmas shoppers would be well advised to benefit from the warmth and 'ho-ho-ho factor' that only a beer of the Biltzen's calibre can provide."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,58,1
+sherlock_s_home-cologne_golden_ale,0,0,244994736130,"{""name"":""Cologne Golden Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sherlock_s_home"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+saint_somewhere_brewing_company-lectio_divina,0,0,244995194881,"{""name"":""Lectio Divina"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_somewhere_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the spirit of the abbey ales of Belgium. Brewed with the same care and attention to the Art of Brewing that is practiced in the monastic breweries of Belgium.\r\n\r\nA Belgian inspired amber. This beer gets it’s color from the candi sugar, as it is made without dark or crystal malts."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,35,1
+tap_room_brewing_company-tap_room_no_21_amber_ale,0,0,245114208256,"{""name"":""Tap Room No. 21 Amber Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tap_room_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,37,1
+the_lost_abbey-the_angel_s_share_bourbon_barrel_aged,0,0,245104574465,"{""name"":""The Angel's Share - Bourbon Barrel Aged"",""abv"":12.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_lost_abbey"",""updated"":""2010-07-22 20:00:20"",""description"":""own in Kentucky and across the pond in Scotland, distillers who age their whiskeys for many years refer to the evaporation of the spirits from their barrels as \""The Angel's Share.\"" We couldn’t agree more. Each time a barrel is filled, a measure of liquid seeps into the oak and is lost for good.\r\n\r\nThis striking Strong Ale is brewed with copious amounts of Caramel malt to emphasize the vanilla and oak flavors found in freshly emptied bourbon or brandy barrels. The beer spends a year in oak before it is packaged for release. The beer is 12.5% ABV and is available in 375ml and 750ml bottles and on draft at inspired locations."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,14,1
+strangford_lough_brewing_company_ltd,0,0,245122662401,"{""name"":""Strangford Lough Brewing Company Ltd"",""city"":""Killyleagh"",""state"":""County Down"",""code"":""BT30 9UE"",""country"":""Ireland"",""phone"":""+44 (0)28 4482 1461"",""website"":""http://slbc.ie/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Braidleigh Lodge 22 Shore Road""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":54.3906,""lon"":-5.6548}}",1,59,1
+shipwrecked_brew_pub-lighthouse_light,0,0,245001748480,"{""name"":""Lighthouse Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shipwrecked_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+storm_brewing-fruit_lambics,0,0,245105950721,"{""name"":""Fruit Lambics"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""storm_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""These authentic Belgian-style ales are intensely sour, dry and complex. All three of the lambics - Raspberry, Blackberry and Black Cherry - are aged in oak casks for more than one year. 15 kg, give or take, of whole unpasteurized fruit is added to each 200 litre oak barrel of fermented beer. The naturally occurring wild yeasts cause a second, slow fermentation, breaking down the fruit sugars to total dryness."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,17,1
+victory_brewing-st_victorious,0,0,245120958466,"{""name"":""St. Victorious"",""abv"":7.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""From the tradition started by the monks of St. Francis of Paula in 1634 comes this warming beer of rich heritage. A dark, rich lager of sublime complexity and character, St. Victorious is created from multiple German malts. Laborious decoction mashing yields the choicest elements of the malt. Long, cold aging mellows the strong temperament of this subtle beer. Celebrate the end of winter with a warming draft of St. Victorious Doppelbock!"",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+water_street_lake_country-pils,0,0,245746106368,"{""name"":""Pils"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_lake_country"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,16,1
+troegs_brewing-scratch_14_2008,0,0,245111652352,"{""name"":""Scratch #14 2008"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #14-2008 is our interpretation of a farmhouse ale—a once near-extinct winter-brewed (and summer–imbibed) Belgian ale.\r\n\r\nOur celebratory brew starts with a black pepper and ginger nose. The nicely carbonated brew releases a honey-malt flavor that gives way to a tart crisp finish that masks the elevated ABV.\r\n\r\nWe use a blended yeast strain (Saison Dupont & Le Chouffe) to create the traditional peppery, spicy earthy flavors of the saison. Slight hints of ginger also come through in the finish.\r\n\r\nDrink it ‘til the wedding bells chime!"",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,31,1
+thunderhead_brewery-dry_stout,0,0,245114601472,"{""name"":""Dry Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,38,1
+pizza_port_brewing_solana_beach-cuvee_de_tomme,0,0,244988510208,"{""name"":""Cuvee de Tomme"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizza_port_brewing_solana_beach"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+saint_louis_brewery_schlafy_tap_room-schlafly_pale_ale,0,0,244988313601,"{""name"":""Schlafly Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+sioux_falls_brewing-ringneck_red_ale,0,0,245004173313,"{""name"":""Ringneck Red Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sioux_falls_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,55,1
+victory_brewing,0,0,245745188864,"{""name"":""Victory Brewing"",""city"":""Downingtown"",""state"":""Pennsylvania"",""code"":""19335"",""country"":""United States"",""phone"":""1-610-873-0881"",""website"":""http://www.victorybeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""420 Acorn Lane""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.0061,""lon"":-75.6942}}",1,10,1
+pizzeria_uno_chicago_grill_brewery-bootlegger_blonde_ale,0,0,245001093121,"{""name"":""Bootlegger Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pizzeria_uno_chicago_grill_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,49,1
+sports_city_cafe_brewery-creamy_stout,0,0,245103525888,"{""name"":""Creamy Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sports_city_cafe_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+st_peter_s_brewery-golden_ale,0,0,245121810432,"{""name"":""Golden Ale"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_peter_s_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+steve_and_clark_s_brew_pub_and_sausage_co_2,0,0,245122269184,"{""name"":""Steve and Clark's Brew Pub and Sausage Co. #2"",""city"":""Durham"",""state"":""North Carolina"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":35.994,""lon"":-78.8986}}",1,58,1
+sierra_nevada_brewing_co-bigfoot_2002,0,0,244994736131,"{""name"":""Bigfoot 2002"",""abv"":9.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+santa_fe_brewing_company-sante_fe_pale_ale,0,0,244995194882,"{""name"":""Sante Fe Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_fe_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Anything but a typical American Pale, Santa Fe Pale Ale is as full bodied as its most robust English counterparts, while asserting its American origin with a healthy nose resplendent with Cascade and Willamette hops. It finishes with a well-balanced combination of the subtle, almost Pilsner-like maltiness accentuated by the German yeast used to brew this Santa Fe classic, and a hop bite sufficient to leave a lingering smile on the face of any fan of American Pale Ales."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+terrapin_beer_company-terrapin_midnight_project_depth_charge_espresso_milk_stout,0,0,245114208257,"{""name"":""Terrapin Midnight Project Depth Charge Espresso Milk Stout"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Terrapin Midnight Project Brew Two 2009. Sometime around midnight in a city nobody can agree on, the idea for Terrapin and Left Hand to brew a collaboration beer was born. Depth Charge is the second in the series of one-time releases between the two breweries. Be wary of the calm before the storm. This creamy, deeply delicious milk stout will seduce you into submission while the explosion of hand roasted gourmet espresso will blow you into next week. We Shall Drink in the breweries. We Shall Drink in the pubs, We Shall Drink the the comfort of our homes. We Shall Never Surrender."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,37,1
+thirstybear_brewing-brown_bear_ale,0,0,245104640000,"{""name"":""Brown Bear Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,14,1
+terrapin_beer_company-capt_n_krunkles,0,0,245122727936,"{""name"":""Capt'n Krunkles"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A black IPA.""}",1,59,1
+skagit_river_brewing-yellowjacket_pale_ale,0,0,245001748481,"{""name"":""Yellowjacket Pale Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""skagit_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,50,1
+terrapin_beer_company-terrapin_rye_pale_ale,0,0,245105950722,"{""name"":""Terrapin Rye Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""By using an exact amount of rye, a grain seldom found in other micro brewed beers, the Rye Pale Ale acquires its signature taste. Made with five varieties of hops and a generous amount of specialty malts, it offers a complex flavor and aroma that is both aggressive and well balanced – a rare find among beers.\r\n\r\nThe Terrapin Rye Pale Ale was released in Athens, GA in April of 2002 at the Classic City Brew Fest. Six months later this beer which was sold only in Athens was awarded the American Pale Ale Gold Medal at the 2002 Great American Beer Festival, the most prestigious competition in North America. We hope you will agree with our peers in the brewing industry that this is truly one of the best pale ales in the country."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+whitbread_beer_company,0,0,245751611392,"{""name"":""Whitbread Beer Company"",""city"":""Luton"",""state"":""Bedford"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01582)-391166"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Porter Tun House""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.1357,""lon"":-0.468}}",1,54,1
+weissbierbrauerei_hopf-weisse_export_helle_wesse,0,0,245746106369,"{""name"":""Weiße Export / Helle Weße"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weissbierbrauerei_hopf"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,16,1
+troegs_brewing-the_mad_elf,0,0,245111652353,"{""name"":""The Mad Elf"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The Mad Elf, a cheerful creation to warm your heart and enlighten your tongue. The combination of Cherries, Honey, and Chocolate Malts delivers gentle fruits and subtle spices. Fermented and aged with a unique yeast, this ruby red beer has significant warming strength that underlies the pleasant character of this intriguing yet delicious Ale. The Mad Elf, a jolly and delicious beer for the Holidays.""}",1,31,1
+thunderhead_brewery_2,0,0,245114601473,"{""name"":""Thunderhead Brewery #2"",""city"":""Grand Island"",""state"":""Nebraska"",""code"":""68801"",""country"":""United States"",""phone"":""1-308-398-2500"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""120 East Third Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.9259,""lon"":-98.3397}}",1,38,1
+port_brewing_company-mongo_double_ipa,0,0,244988510209,"{""name"":""Mongo Double IPA"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""port_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A Double IPA brewed in memory of the brew cat.  In honor of Mongo, Mike Rodriguez made his first Double IPA, as he loved the cat and wanted to honor him with this beer. This 8.5% abv beer was made with Columbus hops (Mongo’s Birthname), Cascade for the Mama cat, and Simocoe because that is Mike’s favorite hop."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,19,1
+seabright_brewery-blur_ipa,0,0,244988313602,"{""name"":""Blur IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,18,1
+sprecher_brewing-black_bavarian_lager,0,0,245120958464,"{""name"":""Black Bavarian Lager"",""abv"":5.86,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sprecher_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This intensely dark Kulmbacher style lager has a superb malt complexity with the distinctive flavors and aromas of coffee, caramel and chocolate.\r\n\r\nA renowned smoothness and a creamy, tan head make it a world champion."",""style"":""German-Style Schwarzbier"",""category"":""German Lager""}",1,55,1
+wdi_bru_huus-hanf,0,0,245745254400,"{""name"":""Hanf"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+porterhouse_restaurant_and_brewpub-irish_stout,0,0,245001093122,"{""name"":""Irish Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""porterhouse_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+spring_house_brewing_company-planet_bean_coffee_stout,0,0,245103525889,"{""name"":""Planet Bean Coffee Stout"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spring_house_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed to give the stout a smoother, almost slick, mouthfeel with a nice finish of coffee provided by Cumberland Coffee and Tea Company. Dark malts are used to give this beer a very complex roast flavor. Lower bittering rates ~30 IBU’s helps put the flavor highlighting the maltiness, and roasted malt. ABV is coming in around 7% on this one!""}",1,12,1
+steam_whistle_brewery-steamwhistle_lager,0,0,245121810433,"{""name"":""Steamwhistle Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steam_whistle_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Good clean lager."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,57,1
+t_bonz_gill_grill_and_brewery,0,0,245122269185,"{""name"":""T-Bonz Gill, Grill and Brewery"",""city"":""Mount Pleasant"",""state"":""South Carolina"",""code"":""29464"",""country"":""United States"",""phone"":""1-843-971-7777"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1028 Johnny Dodds Boulevard""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":32.8091,""lon"":-79.875}}",1,58,1
+sierra_nevada_brewing_co-summerfest,0,0,244994801664,"{""name"":""Summerfest"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nOur Summerfest® is a refreshing, pilsner-style lager. Its incredible smoothness comes from an extra-long lagering period. Lighter in body than our ales but just as complex in character, Summerfest® quenches your thirst with big aroma and a tangy hop bite. \r\n\r\nGOLD MEDAL WINNER\r\nCalifornia State Fair (European Light Lagers: 1999)"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,34,1
+sarah_hughes_brewery-dark_ruby_ale,0,0,244995194883,"{""name"":""Dark Ruby Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sarah_hughes_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+three_floyds_brewing,0,0,245114208258,"{""name"":""Three Floyds Brewing"",""city"":""Munster"",""state"":""Indiana"",""code"":""46321"",""country"":""United States"",""phone"":""1-219-922-3565"",""website"":""http://www.threefloydspub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""9750 Indiana Parkway""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":41.5354,""lon"":-87.5158}}",1,37,1
+three_floyds_brewing-gumballhead,0,0,245104640001,"{""name"":""Gumballhead"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Three Floyds official summer beer highly dry hopped American wheat beer. Quite hoppy. Gumballhead is brewed from red wheat and amarillo hops. It has a medium haze, due to bottle conditioning; once the beer is bottled, extra yeast is added for a secondary fermentation. The hops give off a pronounced citrus note on the nose. Notes of bread - from the yeast - and a good malt undertone. Medium carbonation."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,14,1
+the_alchemist-revitalization_rye,0,0,245122727937,"{""name"":""Revitalization Rye"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""This IPA is brewed with 35% rye malt. The crisp malt character is layered with Warrior hops. Dry-hopped with Warrior and Simcoe."",""style"":""American Rye Ale or Lager"",""category"":""Other Style""}",1,59,1
+sly_fox_brewhouse_and_eatery_royersford-instigator_doppelbock,0,0,245119320064,"{""name"":""Instigator Doppelbock"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+the_church_brew_works-pious_monk_dunkel,0,0,245106016256,"{""name"":""Pious Monk Dunkel"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""Gold Medal Winner of the Great American Beer Festival. Our beer is fairly dark in color, but don’t be afraid. It is a perfect example that dark beers are not always strong beers. The body is surprisingly mellow, and the alcohol content is a bit lower than most people might think. It has a wonderfully clean and roasty aroma. Hop bitterness levels are kept in line, but is has a noticeable hop flavor.""}",1,17,1
+williams_brothers_brewing_company-kelpie_seaweed_ale,0,0,245751742464,"{""name"":""Kelpie Seaweed Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""williams_brothers_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+white_winter_winery,0,0,245746106370,"{""name"":""White Winter Winery"",""city"":""Iron River"",""state"":""Wisconsin"",""code"":""54847"",""country"":""United States"",""phone"":""1-800-697-2006"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""7665 US Highway 2""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":47.3812,""lon"":-94.6669}}",1,16,1
+twin_rivers_brewing-n_w_pale_ale,0,0,245111652354,"{""name"":""N.W. Pale Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_rivers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+titletown_brewing-steam_engine_common,0,0,245114667008,"{""name"":""Steam Engine Common"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,38,1
+pyramid_alehouse_brewery_and_restaurant_berkeley-thomas_kemper_porter,0,0,244988575744,"{""name"":""Thomas Kemper Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""pyramid_alehouse_brewery_and_restaurant_berkeley"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+seabright_brewery-oatmeal_stout,0,0,244988379136,"{""name"":""Oatmeal Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""seabright_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,18,1
+stevens_point_brewery-pale_ale,0,0,245121089536,"{""name"":""Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+wells_and_youngs_brewing_company_ltd,0,0,245745254401,"{""name"":""Wells and (&) Youngs Brewing Company Ltd."",""city"":"""",""state"":"""",""code"":"""",""country"":""United Kingdom"",""phone"":"""",""website"":""http://www.bombardier.co.uk/bombardier"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,10,1
+prescott_brewing_company-willow_wheat,0,0,245001158656,"{""name"":""Willow Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""prescott_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,49,1
+staatliches_hofbrauhaus_in_munchen-original,0,0,245103591424,"{""name"":""Original"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""staatliches_hofbrauhaus_in_munchen"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+stone_brewing_co-stone_10th_anniversery_ipa,0,0,245121810434,"{""name"":""Stone 10th Anniversery IPA"",""abv"":10.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Stone 10th Anniversary IPA harkens back to our earlier Anniversary Ales, with abundant hopping at many stages of the brewing process. Appropriately, the aroma is over-the-top, with pronounced piney and resiny hop flavors combined with tropical fruit esters and more subtle notes of toasted malts and alcohol. Our Stone 10th Anniversary Ale weighs in at 10% alcohol by volume (perfect for a 10th anniversary beer), and has a little more color and malt character than our other IPAs. In addition to using the new Summit hop variety in the brewhouse to provide the powerful bitterness, we went back through our records and found some of our favorite hops over the years, and used them to flavor this brew, including Chinook, Crystal, and large doses of Simcoe in the dry-hop to provide a huge, complex, piney, fruity and floral hop character. This is a colossal beer, big in every sense: hoppy, malty, rich, and strong! Right up our alley."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,57,1
+tabernash_brewing-weiss,0,0,245122269186,"{""name"":""Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tabernash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,58,1
+six_rivers_brewery-six_rivers_ipa,0,0,244994801665,"{""name"":""Six Rivers IPA"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""six_rivers_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+schlobrauerei_reckendorf-edel_pils,0,0,244995260416,"{""name"":""Edel-Pils"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""schlobrauerei_reckendorf"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+tommyknocker_brewery_and_pub,0,0,245114273792,"{""name"":""Tommyknocker Brewery and Pub"",""city"":""Idaho Springs"",""state"":""Colorado"",""code"":""80452"",""country"":""United States"",""phone"":""1-303-567-2688"",""website"":""http://www.tommyknocker.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1401 Miner Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7418,""lon"":-105.518}}",1,37,1
+thunder_canyon_brewery-thunderhead_ipa,0,0,245104640002,"{""name"":""Thunderhead IPA"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunder_canyon_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Granddaddy of Pale Ales, this style got its start as a special brew for English soldiers living in India.  Our IPA is a medium bodied ale, with a light copper color characterized by an intense hop flavor, with a full flowery hop aroma and higher alcohol content."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,14,1
+timmermans-timmermans_framboise,0,0,245122793472,"{""name"":""Timmermans Framboise"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""timmermans"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,59,1
+sly_fox_brewhouse_and_eatery_royersford-piketown_pils,0,0,245119320065,"{""name"":""Piketown Pils"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sly_fox_brewhouse_and_eatery_royersford"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+titletown_brewing-hopping_turtle_pale_ale,0,0,245106016257,"{""name"":""Hopping Turtle Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+wychwood_brewery-wychcraft,0,0,245751742465,"{""name"":""Wychcraft"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,54,1
+wynkoop_brewing,0,0,245746171904,"{""name"":""Wynkoop Brewing"",""city"":""Denver"",""state"":""Colorado"",""code"":""80202"",""country"":""United States"",""phone"":""1-303-297-2700"",""website"":""http://www.wynkoop.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1634 18th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.7535,""lon"":-104.998}}",1,16,1
+upstream_brewing_company_at_legacy-double_ipa,0,0,245111717888,"{""name"":""Double IPA"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,31,1
+tollemache_and_cobbold_brewery-ipa,0,0,245114667009,"{""name"":""IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tollemache_and_cobbold_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,38,1
+pyramid_alehouse_brewery_and_restaurant_seattle,0,0,244988575745,"{""name"":""Pyramid Alehouse, Brewery and Restaurant - Seattle"",""city"":""Seattle"",""state"":""Washington"",""code"":""98134"",""country"":""United States"",""phone"":""1-206-682-3377"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1201 First Avenue South""]}",1,19,1
+shaftebury_brewing-cream_ale,0,0,244988379137,"{""name"":""Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shaftebury_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,18,1
+stone_cellar_brewpub_restaurant-masterpiece_porter,0,0,245121089537,"{""name"":""Masterpiece Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_cellar_brewpub_restaurant"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+wernesgruner_brauerei-pils_legende,0,0,245745254402,"{""name"":""Pils Legende"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wernesgruner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,10,1
+pripps_ringnes_bryggerier,0,0,245001158657,"{""name"":""Pripps Ringnes Bryggerier"",""city"":""Bromma"",""state"":"""",""code"":"""",""country"":""Sweden"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":60.4877,""lon"":9.1885}}",1,49,1
+steamworks-signature_pale_ale,0,0,245103656960,"{""name"":""Signature Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""The term \""Pale Ale\"" dates back to the 1800s when all beer was dark brown in colour. New malting techniques led to the development of pale malt, a barley malt kilned at low temperatures which contributed very little colour to the finished beer. Hence the birth of Pale Ale, an amber- to copper-coloured ale you could actually see through. Plenty of British Crystal malt in the grist lends this ale its rich colour, its caramel maltiness, and adds the occasional whiff of toffee to the nose. An addition of American and German hops to the kettle at the end of the boil is used to suffuse our Pale Ale with a gently spicy hop finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+stone_brewing_co-stone_ipa,0,0,245121875968,"{""name"":""Stone IPA"",""abv"":6.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""An \""India Pale Ale\"" by definition is highly hopped and high in alcohol (ours is 6.9% alc./vol.).\r\n\r\nMedium Bodied Refreshing Ale\r\nLight-medium malt character with a heavy dose of over the top hops! Two full weeks of \""dry hopping\"" give this beer its abundant hop aroma and crisp hop flavor."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+the_livery-the_livery_kilt_tilter,0,0,245122334720,"{""name"":""The Livery Kilt Tilter"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Our version of a Scotch Ale is made with a portion of peat smoked barley. Very malty, with a subtle smoky finish. Also available in a barrel aged version."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,58,1
+smuttynose_brewing_co-smuttynose_finestkind_ipa,0,0,245112766464,"{""name"":""Smuttynose Finestkind IPA"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""smuttynose_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Portsmouth is a colonial era seaport town, so it goes to follow that sooner or later we'd brew an India Pale Ale as a tribute to those big, hoppy 19th century ales that made the long sea voyage from England's temperate shores, 'round the Cape of Good Hope, to the sultry climes of the faraway East Indies.\r\n\r\nBut there's another reason we brewed this beer, one that's closer to our home and hearts. Hopheads. \r\n\r\nTen years ago we brewed our first batch of Shoals Pale Ale, our American interpretation of the traditional British ESB (Extra Special Bitter) style. At the time, it was widely considered to be darned hoppy. However, a funny thing happened over the last decade - our Shoals Pale Ale didn't change; beer lovers did, and we started to hear more and more: “Why don't you guys make a really hoppy beer?”\r\n\r\nYou could say, then, that Smuttynose IPA is a physical salute to the glory of the American hop grower. The citrusy hop flavor coming from a mixture of Simcoe and Santiams is pleasantly balanced by a smooth bitterness from the Amarillo hops. The beer itself is light bodied and crisp with a golden color that will throw a slight haze, as we bottle it unfiltered. At 65 IBU's, this is definitely not a training-wheels IPA, but is meant for hop lovers looking to satisfy their craving in a way that's not easy to find. We think they’ll be quite pleased."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,34,1
+shepherd_neame-spitfire_premium_kentish_strong_ale,0,0,244995260417,"{""name"":""Spitfire Premium Kentish Strong Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""shepherd_neame"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+troegs_brewing-dead_reckoning_porter,0,0,245114273793,"{""name"":""Dead Reckoning Porter"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In the 14th Century, Sailors would rely on sheer skill to get from a starting point to a final destination.  They called this Dead Reckoning.  We see our beer the same way.  We know where to begin and know where to go, but there are hundreds of ways to get there.\r\n\r\nDead Reckoning is unfiltered and weighs in at 5.8% abv and 53 IBU’s. It features Pilsner, Caramel, Chocolate and Roasted malts along with Chinook and Vanguard hops. “The outstanding taste and flavor of Dead Reckoning originates in the chocolate and roasted malts,” says John Trogner. \""There is a nice hoppiness in the front of the beer, but the rich, smooth mouth feel is what really stands out.\"""",""style"":""Porter"",""category"":""Irish Ale""}",1,37,1
+tommyknocker_brewery_and_pub-tundrabeary_ale,0,0,245104640003,"{""name"":""Tundrabeary Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,14,1
+tommyknocker_brewery_and_pub-ornery_amber_lager,0,0,245122793473,"{""name"":""Ornery Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tommyknocker_brewery_and_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""Ornery Amber is brewed with a blend of the finest European hops and gently roasted malts."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+southern_tier_brewing_co-oat_imperial_oatmeal_stout,0,0,245119385600,"{""name"":""Oat Imperial Oatmeal Stout"",""abv"":12.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""It is beer #2 in our \""Blackwater Series\"" of original Imperial Stouts. The first in the Series was \""Is\"", a dark and bitter Russian Imperial Stout. \""Oat\"" is the follow up; an Oatmeal Stout with major alcohol volume and tons of body to back it up. The cloying character of the oats in this brew lends itself to a chewy and almost oily mouthfeel. ABV. is off the charts at about 12.5%. Note, that this is an all malt beer fermented with our house ale strain of yeast. Judicious hopping with Columbus and Chinook produce a hoppy aroma that mingles nicely with the chocolate and de-bittered black barley from Belgium."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,50,1
+titletown_brewing-piper_down_scottish_ale,0,0,245106016258,"{""name"":""Piper Down Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+yuengling_son_brewing-yuengling_premium_beer,0,0,245751742466,"{""name"":""Yuengling Premium Beer"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A regional favorite, Yuengling Premium Beer is popular among local beer drinkers for its thirst quenching taste. It is a pilsner-style brew, gold in color with pale malt character that finishes crisp and clean. Premium flawlessly blends both two-row and six-row barley malt for a well balanced flavor that is always refreshing. Traces of the slight hop aroma are evident in every delicious sip of Premium Beer. Discover this well kept secret and enjoy the superior quality and taste you've come to expect from America's Oldest Brewery."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,54,1
+youngs_company_brewery-winter_warmer,0,0,245746171905,"{""name"":""Winter Warmer"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Old Ale"",""category"":""British Ale""}",1,16,1
+upstream_brewing_company_at_legacy-gueuze_lambic,0,0,245111717889,"{""name"":""Gueuze-Lambic"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Belgian-Style Fruit Lambic"",""category"":""Belgian and French Ale""}",1,31,1
+troegs_brewing-nugget_nectar,0,0,245114732544,"{""name"":""Nugget Nectar"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Squeeze those hops for all they’re worth and prepare to pucker up: Nugget Nectar Ale, will take hopheads to nirvana with a heady collection of Nugget, Warrior and Tomahawk hops. Starting with the same base ingredients of our flagship HopBack Amber Ale, Nugget Nectar intensifies the malt and hop flavors to create an explosive hop experience."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,38,1
+rail_house_restaurant_and_brewpub-gold_rush_discontinued,0,0,244988575746,"{""name"":""Gold Rush (discontinued)"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rail_house_restaurant_and_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+siletz_roadhouse_brewery-mojo_ale,0,0,244988444672,"{""name"":""Mojo Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""siletz_roadhouse_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,18,1
+stonecutters_brewhouse,0,0,245121155072,"{""name"":""Stonecutters Brewhouse"",""city"":""Barre"",""state"":""Vermont"",""code"":""5641"",""country"":""United States"",""phone"":""(802) 476-6000"",""website"":""http://www.stonecuttersbrewhouse.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Stonecutters Brewhouse is a 4 barrel brewhouse located in central Vermont in the small town (pop. 9000) of Barre. Barre is the sister town to Montpelier, which is the capital of Vermont. Stonecutters is a locally owned and operated."",""address"":[""14 N Main St.""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":44.1972,""lon"":-72.5019}}",1,55,1
+williams_brothers_brewing_company-fraoch_heather_ale,0,0,245745319936,"{""name"":""Fraoch Heather Ale"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""williams_brothers_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+raccoon_lodge_and_brewpub_cascade_brewing-cascade_razberry_wheat,0,0,245001158658,"{""name"":""Cascade Razberry Wheat"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""raccoon_lodge_and_brewpub_cascade_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Razberry Wheat is crisp with a refreshing tartness and the fresh aroma of raspberries. This salmon pink ale is just the thing to transport you to berry time in the summer."",""style"":""Fruit Beer"",""category"":""Other Style""}",1,49,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-hefeweizen,0,0,245103656961,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,12,1
+summit_brewing-hefe_weizen,0,0,245121875969,"{""name"":""Hefe-Weizen"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,57,1
+thunderhead_brewery-hefeweizen,0,0,245122334721,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,58,1
+snowshoe_brewing_sonora-thompson_pale_ale,0,0,245112766465,"{""name"":""Thompson Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""snowshoe_brewing_sonora"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,34,1
+sierra_nevada_brewing_co-unfiltered_wheat_beer,0,0,244995260418,"{""name"":""Unfiltered Wheat Beer"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""From the Sierra Nevada Brewing Co. website:\r\nPale, smooth, and light-bodied, Sierra Nevada Wheat Beer is brewed from premium malted wheat and light barley malts, utilizing our traditional ale yeast. This unfiltered ale is finished with the characteristically spicy Strissel Spalt hops from the Alsace region of France. \r\n\r\n“The lightest Sierra Nevada beer is this refreshing wheat beer made with barley & wheat for a very light character but loads of flavor!”\r\n\r\n– BevMo.com\r\n\r\nSILVER MEDAL WINNER\r\nCalifornia State Fair (American Wheat: 2000)"",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,35,1
+tui_brewery-east_india_pale_ale,0,0,245114273794,"{""name"":""East India Pale Ale"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tui_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+troegs_brewing-scratch_10_2008,0,0,245104705536,"{""name"":""Scratch #10 2008"",""abv"":10.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""he third time just might be the charm—Scratch #10-2008 is our third triple in the Scratch Beer series.\r\n\r\nThis grand cru has been lovingly aged since late-February, yet still unleashes the slightest hint of alcohol heat.\r\n\r\nScratch #10-2008 also has a triple flavor inspiration combining the caramel/toffee notes of dememera sugar and molasses, with citrus and licorice flavors created by the orange peel and star anise; lastly we create a peppery/spicy finish with the same trappist yeast has been used in each Scratch Beer Triple."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,14,1
+tropical_beverage_international_co_ltd-phuket_lager,0,0,245122859008,"{""name"":""Phuket Lager"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tropical_beverage_international_co_ltd"",""updated"":""2010-07-22 20:00:20"",""description"":""Phuket Beer was created as a refreshing ‘boutique’ beer in view of the exotic island of Phuket with a much lower formula of bitterness than any other domestic rivals in Thailand.\r\n\r\nPhuket Beer is the first regional beer brewed in Thailand and is positioned to appeal to both the international markets as well as the local population. This is manifested through the label and packaging designs presented in both English and Thai languages.\r\n\r\nPhuket Beer is well positioned as a premium brand located somewhere between the local standard brands and the imported premium brands. The efforts were inspired from the feeling of being in a tropical paradise. Thai beer consumers have become more sophisticated over the years, by selecting and demanding premium and high-end beers. initial consumer target was Phuket Island's significant tourist sector, a sector that is prone to taste and drink locally produced brands.However, strategic positioning and selected marketing of Phuket Beer has resulted in a ray of successful export markets with overwhelming response from the initial markets overseas.\r\n\r\nThe philosophy is to provide a ‘tropical lifestyle’ drinking experience in a fresh clean light tasting lager beer with 5% alcohol by volume, which is in total contrast to the other Thai beers that are very bitter with higher alcohol content."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,59,1
+spaten_franziskaner_brau-optimator,0,0,245119385601,"{""name"":""Optimator"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""spaten_franziskaner_brau"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,50,1
+triple_rock_brewery-pale,0,0,245106016259,"{""name"":""Pale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triple_rock_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+valley_forge_brewing-dunkelweizen,0,0,245111783424,"{""name"":""Dunkelweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_forge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+troegs_brewing-scratch_19_2009_imperial_double_expresso_oatmeal_stout,0,0,245114732545,"{""name"":""Scratch #19 2009 Imperial Double Expresso Oatmeal Stout"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Every beer tells a story, and some are longer than others.\r\n\r\nConsider Scratch #19; originally designed as an enhanced take on Scratch #15 with a slightly higher ABV, our brewers went to town to deliver a brew slightly more akin to our fabled Scratch #5, the Imperial Oatmeal Stout brewed for The Flying Mouflan Experience.\r\n\r\nFor Scratch #19, we teamed up with St. Thomas Roasters of Linglestown to create a special blend of espresso beans. They added Kenyan beans to the mix because of a strong citrus flavor that compliments the hops. Creating en environment akin a French press, the beans are combined with whole flower hops in the hopback, and the hot wort passes through the vessel on the way to fermentation giving Scratch #19 a lush coffee espresso nose and hints of coffee flavor. There is a silky quality to the mouthfeel and a citrus hop finsh coming from the Kenyan beans and hops.\r\n\r\nSome stories have twists, and unfortunately a faulty valve in the fermentation cellar led to a dramatic beer tragedy one afternoon in the brewery. Risking life and limb (while keeping his mouth open to sample the beer), a heroic brewery team member took the dive reconnecting the valve and saving about half the batch of Scratch #19.\r\n\r\nSo for your amusement (and our final relief), we give you a draft-only release of a third-take on a style that demands continued research for the Troegs Brewery staff. Enjoy!"",""style"":""Oatmeal Stout"",""category"":""British Ale""}",1,38,1
+redhook_ale_brewery-redhook_long_hammer_ipa,0,0,244988641280,"{""name"":""Redhook Long Hammer IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""redhook_ale_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+speakeasy_ales_and_lagers-untouchable_pale_ale,0,0,245106212864,"{""name"":""Untouchable Pale Ale"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""speakeasy_ales_and_lagers"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+tennent_caledonian_brewery-lager,0,0,245121155073,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tennent_caledonian_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+wynkoop_brewing-light_rail_ale,0,0,245745319937,"{""name"":""Light Rail Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This blonde beer has a very light body and mild flavors of hops and pale malts. A hint of caramel malt gives color to this popular choice for craft beer newcomers"",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,10,1
+rock_art_brewery-rock_art_ipa,0,0,245001224192,"{""name"":""Rock Art IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_art_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A light copper body low bitterness with good hop flavor. This is my impression of what the English troops may have been drinking when they occupied India. The pale ale they drank had mellowed considerably. The wooden casks had spent many months traveling on ships and long inland journeys to the troops, where they were then tapped and enjoyed."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+stone_brewing_co-imperial_stout_2003,0,0,245103656962,"{""name"":""Imperial Stout 2003"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,12,1
+tabernash_brewing,0,0,245121875970,"{""name"":""Tabernash Brewing"",""city"":""Longmont"",""state"":""Colorado"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":40.1672,""lon"":-105.102}}",1,57,1
+tin_whistle_brewing,0,0,245122400256,"{""name"":""Tin Whistle Brewing"",""city"":""Penticton"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-250-770-1122"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""954 West Eckhardt Avenue""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.4944,""lon"":-119.61}}",1,58,1
+stone_brewing_co-oaked_arrogant_bastard_ale,0,0,245112832000,"{""name"":""Oaked Arrogant Bastard Ale"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Arrogant Bastard Ale aged in oak barrels."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,34,1
+silver_gulch_brewing_company-old_55_pale_ale,0,0,244995325952,"{""name"":""Old 55 Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""silver_gulch_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+two_brothers_brewing-brown_fox_ale,0,0,245114339328,"{""name"":""Brown Fox Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,37,1
+tustin_brewing,0,0,245104705537,"{""name"":""Tustin Brewing"",""city"":""Tustin"",""state"":""California"",""code"":""92780"",""country"":""United States"",""phone"":""1-714-665-2337"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""13011 Newport Avenue #100""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":33.7496,""lon"":-117.812}}",1,14,1
+trout_river_brewing,0,0,245122859009,"{""name"":""Trout River Brewing"",""city"":""Lyndonville"",""state"":""Vermont"",""code"":""5851"",""country"":""United States"",""phone"":""802) 656-9396"",""website"":""http://www.troutriverbrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Trout River Brewing prides itself on creating and serving fresh, all natural, premium ales and lagers. Our beers are made with pure Vermont water, the best imported and domestic malts and hops, and quality yeasts. Nothing else is added and we take nothing away!"",""address"":[""58 Broad Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.5203,""lon"":-72.0014}}",1,59,1
+standing_stone_brewing_company,0,0,245119451136,"{""name"":""Standing Stone Brewing Company"",""city"":""Ashland"",""state"":""Oregon"",""code"":""97520"",""country"":""United States"",""phone"":""(541) 482-2448"",""website"":""http://www.standingstonebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Ashland's only full service brewpub is housed in an historic building with a light industrial character. We offer our own freshly brewed handcrafted ales and lagers, including seasonal and other specialty brews.  All Standing Stone Ales are made here at the brewery in ten barrel batches using over 80% organic malts."",""address"":[""101 Oak Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.1976,""lon"":-122.715}}",1,50,1
+troegs_brewing,0,0,245106081792,"{""name"":""Troegs Brewing"",""city"":""Harrisburg"",""state"":""Pennsylvania"",""code"":""17104"",""country"":""United States"",""phone"":""1-717-232-1297"",""website"":""http://www.troegs.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Tröegs Brewing Company was established in 1997. Today, the brewery produces nine different beers including Hopback Amber Ale, Troegenator Doublebock, Rugged Trail Ale, Tröegs Pale Ale, Nugget Nectar (seasonal) Dead Reckoning Porter (seasonal), Sunshine Pils (seasonal), The Mad Elf (seasonal), and distributes its product in Pennsylvania, New Jersey, Maryland, Delaware and Virginia."",""address"":[""800 Paxton Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.2559,""lon"":-76.8715}}",1,17,1
+victory_brewing-st_boisterous_hellerbock,0,0,245111783425,"{""name"":""St. Boisterous Hellerbock"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A full-bodied lager beer of exuberant and robust character. It’s muscle-man body comes from decocted German malts and noble German hops. Lagered long and cold to refine its strong temperament, St. Boisterous emerges smooth and seductive, with a malty sweet charm. This classic rendition of the German ‘maibock' style will warm your heart."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,31,1
+troegs_brewing-scratch_7_2008,0,0,245114732546,"{""name"":""Scratch #7 2008"",""abv"":7.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Red and white wheat combined with darker malts add body to this hazy, unfiltered ale.  Fermented with the same yeast as DreamWeaver Wheat replicating the pepper, clove and all-spice flavors found in our year-round beer."",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,38,1
+russian_river_brewing-damnation,0,0,244988641281,"{""name"":""Damnation"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""russian_river_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Damnation has extraordinary aromas of banana and pear with mouth filling flavors of sweet malt and earthy hops. The lingering finish is dry and slightly bitter but very, very smooth."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,19,1
+st_austell_brewery-proper_job,0,0,245106278400,"{""name"":""Proper Job"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_austell_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Proper Job is an authentic IPA brewed with Cornish spring water and malt made from a blend of malts including Cornish grown Maris Otter barley."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,18,1
+the_alchemist-broken_spoke,0,0,245121155074,"{""name"":""Broken Spoke"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":""An American pale ale made entirely with amarillo hops."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+zea_rotisserie_and_brewery-ginger_slap_spiced_ale,0,0,245745319938,"{""name"":""Ginger-\""slap\"" Spiced Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,10,1
+rock_bottom_restaurant_brewery_san_jose-boulder_creek_pale_ale,0,0,245001224193,"{""name"":""Boulder Creek Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rock_bottom_restaurant_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+stroh_brewery_company-lone_star,0,0,245103722496,"{""name"":""Lone Star"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stroh_brewery_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+titletown_brewing-fort_edward_augustus_1770_scottish_ale,0,0,245121941504,"{""name"":""Fort Edward Augustus 1770 Scottish Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+titletown_brewing-boxcar_brown_ale,0,0,245122400257,"{""name"":""Boxcar Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,58,1
+stone_cellar_brewpub_restaurant,0,0,245112832001,"{""name"":""Stone Cellar Brewpub & Restaurant"",""city"":""Appleton"",""state"":""Wisconsin"",""code"":""54915"",""country"":""United States"",""phone"":""1-920-735-0507"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1004 South Olde Oneida""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":44.2536,""lon"":-88.4037}}",1,34,1
+sports_city_cafe_brewery-india_pale_ale,0,0,245113159680,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sports_city_cafe_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,35,1
+tyranena_brewing-gemuetlichkeit_oktoberfest,0,0,245114339329,"{""name"":""Gemuetlichkeit Oktoberfest"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Gemuetlichkeit translates from German as \""the fondness of feasting, drinking and merry company.\""  This is true of most everyone in Wisconsin, especially those of us at the brewery.   Each September in the nearby city of Jefferson, Wisconsin, thousand turn out for Gemuetlichkeit Days, a celebration of the area's German heritage.  We invite you to celebrate the spirit of Gemuetlichkeit with us.  Don your lederhösen, kick up your heels with a polka and raise a stein of our Gemuetlichkeit Oktoberfest with a friend.  Ein Prosit!\r\n\r\nGemuetlichkeit Oktoberfest is a rich, amber lager with a malty aroma and balanced hop bitterness.  This seasonal style is served at German Oktoberfests in liter steins."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,37,1
+ukiah_brewing-emancipator,0,0,245104705538,"{""name"":""Emancipator"",""abv"":8.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ukiah_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,14,1
+weyerbacher_brewing_company-blasphemy,0,0,245752201216,"{""name"":""Blasphemy"",""abv"":11.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""First released in March 2007,  Blasphemy is our award winning QUAD aged in bourbon barrels.  But not overaged, so we've picked up gentle vanilla oaky notes which complement rather than supercede the complex qualities that already make QUAD such an incredible beer.  Expected to be an annual Spring seasonal, supplies are limited.  ABV is 11.8%."",""style"":""Belgian-Style Quadrupel"",""category"":""Belgian and French Ale""}",1,59,1
+steamworks-empress_india_pale_ale,0,0,245119451137,"{""name"":""Empress India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""During the heyday of the British Empire, India Pale Ale was born as a strong pale ale brewed especially to endure the rigors of the long journey to the colonies. In order to guard against spoilage, I.P.A. was brewed with a high alcohol content and with liberal amounts of hops, which act as a natural preservative. This ale's golden amber colour only hints at its full-bodied flavour. Its sumptuous maltiness is tempered by a goodly amount of bitterness and a mouth-filling hop flavour. In order to finish our I.P.A. with a truly fresh hop bouquet, we dry hop this ale in the serving tank with both East Kent Goldings and Mount Hood hops."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,50,1
+tucher_bru,0,0,245106081793,"{""name"":""Tucher Bru"",""city"":""Nrnberg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)911-/-9776-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Schillerstrae 14""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.4643,""lon"":11.0847}}",1,17,1
+walldorff_brew_pub,0,0,245748006912,"{""name"":""Walldorff Brew Pub"",""city"":""Hastings"",""state"":""Michigan"",""code"":""49508"",""country"":""United States"",""phone"":""269 945-4400"",""website"":""http://walldorffbrewpub.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""105 East State Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.6488,""lon"":-85.2875}}",1,31,1
+upland_brewing-upland_wheat_ale,0,0,245114732547,"{""name"":""Upland Wheat Ale"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upland_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,38,1
+saint_louis_brewery_schlafy_tap_room-schlafly_witbier,0,0,244988641282,"{""name"":""Schlafly Witbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_louis_brewery_schlafy_tap_room"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+steve_and_clark_s_brew_pub_and_sausage_co_2-northwest_pale_ale,0,0,245106278401,"{""name"":""Northwest Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steve_and_clark_s_brew_pub_and_sausage_co_2"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,18,1
+thirstybear_brewing-polar_ale,0,0,245121155075,"{""name"":""Polar Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+rogue_ales-menage_frog,0,0,245001224194,"{""name"":""Menage Frog"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""rogue_ales"",""updated"":""2010-07-22 20:00:20"",""description"":""Belgian Style Tripel using same Abbey Yeast. Monster aromas and sweet flavors coming from the yeast and a huge amount of Belgian Candi Sugar. Ingredients: Weyermann Pilsner Malt, Belgian Candi Sugar, Saaz Hops."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,49,1
+summit_brewing-horizon_red_ale,0,0,245103722497,"{""name"":""Horizon Red Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""summit_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A richer shade of Red. Summit has artfully crossed the boundaries of traditional IPA and Amber styles to create a brew all our own. Featuring an aromatic blend of Horizon, Amarillo and Cascade hops with nicely balanced malts for a flavor you’ll enjoy to the fullest."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+top_of_the_hill_restaurant_and_brewery-davie_poplar_ipa,0,0,245121941505,"{""name"":""Davie Poplar IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""top_of_the_hill_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,57,1
+troegs_brewing-scratch_27_2010_cocaoabunga,0,0,245122400258,"{""name"":""Scratch #27 2010 Cocaoabunga"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch #27-2010 begins a new fold in the Scratch series. For the next several batches individual Troegs brewers will create recipes of their choice. First up, The Ticeman had a hankering for a sweet stout, so the Troegs brothers and all the brewers met with Scharffen Berger Chocolate Company engineers to eat ridiculous amounts of cocoa nibs and chocolates over a few pints of beer.\r\n\r\nThis collaboration resulted in the delivery of a special blend of cocoa nibs that were added during the boiling process. In addition to the nibs, lactose was added at the end of the boil to give a little sweetness in the body. The addition of Galena and Simcoe hops lends a subtle fruity balance. After primary fermentation, the beer was aged for three weeks on a blend of cocoa nibs and Ugandan vanilla beans.\r\n\r\nDubbed Cocaoabunga, this unfiltered beer has a pleasant cocoa aroma, a subtle sweetness in the mouthfeel, a full-bodied flavor, and hints of vanilla. Enjoy!"",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,58,1
+stoney_creek_brewing_company,0,0,245112897536,"{""name"":""Stoney Creek Brewing Company"",""city"":""Detroit"",""state"":""Michigan"",""code"":""48207"",""country"":""United States"",""phone"":""1-877-786-6399"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""237 Joseph Campau""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3372,""lon"":-83.0186}}",1,34,1
+stone_city_brewing-stein_bock,0,0,245113225216,"{""name"":""Stein Bock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_city_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,35,1
+unibroue-la_fin_du_monde,0,0,245114404864,"{""name"":""La Fin Du Monde"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""La Fin du Monde has a brilliant golden color with vigorously effervescent foam.\r\nIt is midly yeasty with a complex palate of malt, fruit and spice notes followed by a smooth, dry finish."",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,37,1
+weyerbacher_brewing_company,0,0,245745909760,"{""name"":""Weyerbacher Brewing Company"",""city"":""Easton"",""state"":""Pennsylvania"",""code"":""18042"",""country"":""United States"",""phone"":""1.610.559.5561"",""website"":""http://www.weyerbacher.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""At Weyerbacher, we're passionate about our brews. That passion is reflected in the diversity of our offerings. We currently offer over twenty styles of beers. These range from our flagship beers Double Simcoe IPA, Hops Infusion, Merry Monks' Ale, Old Heathen and Blithering Idiot Barleywine to our big seasonals like QUAD and Imperial Pumpkin Ale. And don't forget our bourbon barrel beers: Heresy, Insanity, and Blasphemy ( and yes, we actually age them in real bourbon barrels, and we only use the barrels once). We practically have a new seasonal every month."",""address"":[""905 Line Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.6732,""lon"":-75.2249}}",1,14,1
+wyder_s_cider,0,0,245752201217,"{""name"":""Wyder's Cider"",""city"":""Calgary"",""state"":""Alberta"",""code"":""0"",""country"":""Canada"",""phone"":""1-510-832-4540"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""255999 Eighth Street SW""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.034,""lon"":-114.083}}",1,59,1
+steamworks-lions_gate_lager,0,0,245119516672,"{""name"":""Lions Gate Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""steamworks"",""updated"":""2010-07-22 20:00:20"",""description"":""While ales are fermented for relatively short periods of time at room temperature, lagers employ a special variety of yeast and much cooler fermentation temperatures to achieve their truly clean, dry flavour profile. Our Lion's Gate Lager has a light body, a very crisp palate and a soft, hop finish, which is imparted by the exquisitely gentle Czech Saaz hop variety. The Lions would approve."",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+twin_ports_brewing-derailed_ale,0,0,245106081794,"{""name"":""Derailed Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_ports_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+watney_brewery-red_barrel,0,0,245748072448,"{""name"":""Red Barrel"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""watney_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+upper_mississippi_brewing-bartles_and_lager,0,0,245114798080,"{""name"":""Bartles and Lager"",""abv"":4.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upper_mississippi_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+sand_creek_brewing_company-lilja_s_hop_nest_monster,0,0,244988706816,"{""name"":""Lilja's Hop Nest Monster"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sand_creek_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+stone_brewing_co-stone_11th_anniversery_ale,0,0,245106343936,"{""name"":""Stone 11th Anniversery Ale"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The inspiration for making a Black IPA (or should we say \""India Black Ale/ IBA\""?) has been over a year in the making. As soon as we wrapped up the brewing of the Stone 10th Anniversary IPA, we started brainstorming ideas for the Stone 11th Anniversary Ale, and the Black IPA concept was born. This was a challenging brew to formulate and achieve what we considered the ideal flavor balance of intense up-front hops with balanced roasted malt flavors, a deep, rich flavor, and a hearty bitterness."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,18,1
+titletown_brewing-old_broadway_cream_ale,0,0,245121220608,"{""name"":""Old Broadway Cream Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+russell_brewing,0,0,245001289728,"{""name"":""Russell Brewing"",""city"":""Surrey"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-599-1190"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""202 - 13018 80th Avenue""]}",1,49,1
+sweetwater_brewing_casper,0,0,245103722498,"{""name"":""Sweetwater Brewing - Casper"",""city"":""Casper"",""state"":""Wyoming"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":42.8666,""lon"":-106.313}}",1,12,1
+twin_rivers_brewing,0,0,245121941506,"{""name"":""Twin Rivers Brewing"",""city"":""Monroe"",""state"":""Washington"",""code"":""98272"",""country"":""United States"",""phone"":""1-360-794-4056"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""104 North Lewis Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.8559,""lon"":-121.971}}",1,57,1
+watson_brothers_brewhouse,0,0,245752070144,"{""name"":""Watson Brothers Brewhouse"",""city"":""Blue Ash"",""state"":""Ohio"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":39.232,""lon"":-84.3783}}",1,58,1
+sturgeon_bay_brewing-peninsula_pirate_pilsner,0,0,245112897537,"{""name"":""Peninsula Pirate Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sturgeon_bay_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+stout_brothers_public_house-taverner_nut_brown_ale,0,0,245113225217,"{""name"":""Taverner Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stout_brothers_public_house"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,35,1
+unibroue-maudite,0,0,245114404865,"{""name"":""Maudite"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Maudite has a deep amber-red color with a rocky foam head and an appealing aroma of wild spices and floral hop notes.  It is spicy, vinous, and deliciously complex with a crisp hop finish.\r\n\r\n\r\nThe robust maltiness and  spiciness of our\r\namber-red ale is counterbalanced by an\r\nassertive hop finish, offering a distinctive\r\nflavor that is cognac-like in complexity."",""style"":""Belgian-Style Dark Strong Ale"",""category"":""Belgian and French Ale""}",1,37,1
+wrzburger_hofbru_ag,0,0,245745909761,"{""name"":""Wrzburger Hofbru AG"",""city"":""Wrzburg"",""state"":""Bayern"",""code"":"""",""country"":""Germany"",""phone"":""49-(0)931-/-4109-0"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hchberger Strae 28""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":49.792,""lon"":9.915}}",1,14,1
+yards_brewing-yards_extra_special_ale,0,0,245752266752,"{""name"":""Yards Extra Special Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Crafted from the finest ingredients and originally intended for the cask-ale connoisseur, Extra Special Ale is a robust and hearty amber ale with a malt body and aromatic hop finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,59,1
+stevens_point_brewery-lizard_lager,0,0,245119516673,"{""name"":""Lizard Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stevens_point_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,50,1
+unicer,0,0,245106147328,"{""name"":""Unicer"",""city"":"""",""state"":"""",""code"":"""",""country"":""Portugal"",""phone"":"""",""website"":""http://www.unicer.pt"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,17,1
+white_oak_cider-black_cider,0,0,245748072449,"{""name"":""Black Cider"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""white_oak_cider"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+wachusetts_brewing_company,0,0,245749252096,"{""name"":""Wachusetts Brewing Company"",""city"":""Westminster"",""state"":""Massachusetts"",""code"":""1473"",""country"":""United States"",""phone"":""978-874-9965"",""website"":""http://www.wachusettbrew.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""History Wachusett Brewery founders Ned, Kevin and Peter developed a significant appreciation for beer while attending Worcester Polytechnic Institute. Adventures in biking, canoeing, and hiking that led the trio to the northern New England states allowed them to visit some of the first operating craft breweries. Armed with a we can do this attitude the three cast off from their careers in engineering and biology to found the Wachusett Brewing Co. in 1993. Wachusett Country Ale was introduced to beer fans of Massachusetts the next year after lots of experimenting to get the formula just right. When Wachusett opened, the three designed and built most of the equipment; did the brewing and filling, selling and delivering, and everything else that a small startup brewery needed. Ned, Kevin and Peter are now backed by some of the most passionate and capable co-workers in the industry. Wachusett Ales continue to be hand crafted with the finest ingredients available, bottled and kegged in our Westminster facility. The three have never strayed from their plan to brew and sell the freshest, highest quality beers possible."",""address"":[""175 State Road East""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":42.5586,""lon"":-71.8715}}",1,38,1
+santa_cruz_brewing-beacon_barleywine,0,0,244988706817,"{""name"":""Beacon Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""santa_cruz_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+t_bonz_gill_grill_and_brewery-low_country_light_lager,0,0,245106343937,"{""name"":""Low Country Light Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""t_bonz_gill_grill_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,18,1
+tworows_restaurant_brewery_dallas-honey_blonde_light_pale_ale,0,0,245121220609,"{""name"":""Honey Blonde Light Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,55,1
+saint_arnold_brewing-saint_arnold_texas_weat,0,0,245001289729,"{""name"":""Saint Arnold Texas Weat"",""abv"":3.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""saint_arnold_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A refreshing, flavorful filtered wheat beer. The perfect beer to accompany a meal or for a summer's day. The wheat contributes a lighter flavor while maintaining a rich body. The beer has a light hop profile -- just enough to give the beer balance and complexity. The light fruitiness is derived from a Kölsch yeast strain. A chill haze may be present, which is a characteristic of wheat beers. \r\n\r\nSaint Arnold Texas Wheat is best consumed at 40-45° Fahrenheit.""}",1,49,1
+taylor_s_crossing_brewing-red_truck_ale,0,0,245103722499,"{""name"":""Red Truck Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""taylor_s_crossing_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+tyranena_brewing-shantytown_doppelbock,0,0,245122007040,"{""name"":""Shantytown Doppelbock"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""The sun barely breaks the horizon, the arctic winds bite, and snow blankets the land. It’s winter in Wisconsin! Throughout the area, you’ll find armies of fisherman, clad in blaze orange parkas and snowmobile suits, dragging their crudely built ice shanties onto the frozen lakes. While they vary in size, shape and color, each shanty contains an enthusiast braving the cold; spinning their tall tales; staring deeply into that hole in the ice; and, of course, enjoying a Legendary Wisconsin Beer. Brewed in the fall to help you survive our Wisconsin winters.\r\n\r\nShantytown Doppelbock is brewed in the style of a German Doppelbock. Brown in color with malty sweetness and a full body."",""style"":""German-Style Doppelbock"",""category"":""German Lager""}",1,57,1
+wrzburger_hofbru_ag-julius_echter_hefe_weissbier_hell,0,0,245752135680,"{""name"":""Julius Echter Hefe-Weißbier Hell"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wrzburger_hofbru_ag"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,58,1
+swan_brewery-lager,0,0,245112897538,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""swan_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+stroh_brewery_company-schlitz,0,0,245113290752,"{""name"":""Schlitz"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stroh_brewery_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,35,1
+union_colony_brewery-old_8444_alt,0,0,245114404866,"{""name"":""Old 8444 Alt"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""union_colony_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+yuengling_son_brewing-yuengling_premium_light,0,0,245745975296,"{""name"":""Yuengling Premium Light"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Yuengling Light Beer is skillfully crafted to deliver a consistently refreshing brew with only 98 calories. Drawing from traditional brewing techniques, our Light Beer is brewed longer to reduce the sugar content and produce fewer calories in each thirst-quenching drink. Its pale golden color is complemented by a light-bodied flavor. Yuengling Light maintains a well balanced character of malt and hops, with slight carbonation for a crisp satisfying finish. We sacrifice nothing to produce a premium light beer that is low in calories and full of flavor. This combination delivers the ultimate refreshment in Yuengling Light Beer."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,14,1
+sullivan_s_black_forest_brew_haus_grill-pirate_s_porter,0,0,245119582208,"{""name"":""Pirate's Porter"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Arrr this be a dark beer with strong notes of coffee and chocolate flavors."",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,50,1
+valley_forge_brewing-regiment_pale_ale,0,0,245106147329,"{""name"":""Regiment Pale Ale"",""abv"":6.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_forge_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,17,1
+white_winter_winery-traditional_brackett,0,0,245748072450,"{""name"":""Traditional Brackett"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""white_winter_winery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+water_street_brewery-honey_lager_light,0,0,245749317632,"{""name"":""Honey Lager Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,38,1
+second_street_brewery-altbier,0,0,244988706818,"{""name"":""Altbier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""second_street_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,19,1
+terrapin_beer_company-sunray_wheat_beer,0,0,245106343938,"{""name"":""SunRay Wheat Beer"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The Sunray Wheat is a German-style unfiltered wheat beer brewed with a touch of local Georgia Coast Tupelo honey from the Savannah Bee Company.\r\n\r\nIts inviting banana and sweet clove like aroma gives way to a pleasant, clean finish with a hint of tartness.\r\n\r\nThis beer is available in the Terrapin “All The Hits” Variety 12-pack as well as in individual 6-packs."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,18,1
+unibroue-ephemere_pomme,0,0,245121220610,"{""name"":""Éphémère Pomme"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""White ale brewed with apple must\r\n\r\nRedolent of ripe Granny Smith apples, this\r\nunique white ale pleases the palate with a\r\ndelicate balance of fruit and spice notes and\r\njust a hint of sweetness.\r\n \r\nÉphémère apple satisfies with each sip and\r\nrefreshes in all seasons, especially when\r\npaired with an artisan cheddar cheese, pork\r\ntenderloin served with apple chutney or Vidalia\r\nonion soup.\r\n\r\nWe developed the Éphémère (Ephemeral)\r\nseries to feature a seasonal fruit in a\r\nrefreshing, lightly spiced white ale.\r\n \r\nThe label depicts a fairy, an ephemeral spirit\r\nassociated with fruits picked at the peak of\r\nripeness during each harvest season. \r\nÉphémère apple flavor is brewed with apple\r\nmust, which consists of the freshly-pressed\r\njuice from apples.\r\n\r\nEnjoy this beer 'alfresco' while dining in the\r\nafternoon sun, relaxing at a family gathering or\r\nat a picnic in the back yard.\r\n\r\nWinner of 3 Gold Medals from the Beverage\r\nTesting Institute since 2002"",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,55,1
+santa_barbara_brewing,0,0,245001355264,"{""name"":""Santa Barbara Brewing"",""city"":""Santa Barbara"",""state"":""California"",""code"":""93101"",""country"":""United States"",""phone"":""1-805-730-1040"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""501 State Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":34.4166,""lon"":-119.696}}",1,49,1
+terrapin_beer_company-hopsecutioner,0,0,245103788032,"{""name"":""Hopsecutioner"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Here ye, here ye…All hopheads shall herewith rejoice! Terrapin has recruited ye old HOPSECUTIONER to execute the exact hop profile for this killer IPA!"",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+ukiah_brewing,0,0,245122007041,"{""name"":""Ukiah Brewing"",""city"":""Ukiah"",""state"":""California"",""code"":""95482"",""country"":""United States"",""phone"":""1-707-468-5898"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""102 South State Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":39.1498,""lon"":-123.208}}",1,57,1
+yakima_brewing_and_malting_grant_s_ales-india_pale_ale,0,0,245752135681,"{""name"":""India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yakima_brewing_and_malting_grant_s_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,58,1
+tempo-goldstar,0,0,245112963072,"{""name"":""Goldstar"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tempo"",""updated"":""2010-07-22 20:00:20"",""description"":""The best beer ever!""}",1,34,1
+sullivan_s_black_forest_brew_haus_grill-sully_s_irish_stout,0,0,245113290753,"{""name"":""Sully's Irish Stout"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sullivan_s_black_forest_brew_haus_grill"",""updated"":""2010-07-22 20:00:20"",""description"":""Put on your kilt and enjoy this roasted, dark, malty and slightly sweet beer."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+upstream_brewing_company_at_legacy-oak_aged_ebenezer,0,0,245114404867,"{""name"":""Oak Aged Ebenezer"",""abv"":9.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_company_at_legacy"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,37,1
+zea_rotisserie_and_brewery-lager,0,0,245745975297,"{""name"":""Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,14,1
+tailgate_beer-tailgate_ipa,0,0,245119582209,"{""name"":""Tailgate IPA"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tailgate_beer"",""updated"":""2010-07-22 20:00:20"",""description"":""This is what beer is all about.  First swallow offers a nice little bite, followed by a blossom of flavors delivered by our handpicked aromatic hops.  Flavor carries through the end with a full fisted kick of alcohol content that rocks the Richter scale at 6.5%.  A nose of citrus with a floral essence of spice tickles the tongue in this ode to hops.  Discover an IPA that encourages how to enjoy what beer is all about."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,50,1
+victory_brewing-hop_wallop,0,0,245106212864,"{""name"":""Hop Wallop"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""We celebrate the pioneering spirit of old Horace 'Hop' Wallop and those who dare mighty adventurous things in this vivid, robust ale. As our annual homage to the hop harvest, expect loads of aromatic splendor and bitter beauty."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,17,1
+widmer_brothers_brewing-sweet_betty_classic_blonde_ale,0,0,245748137984,"{""name"":""Sweet Betty Classic Blonde Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""widmer_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,31,1
+wdi_bru_huus-ur_weizen,0,0,245749317633,"{""name"":""Ur-Weizen"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,38,1
+st_austell_brewery-tribute_premium_cornish_ale,0,0,245106540544,"{""name"":""Tribute Premium Cornish Ale"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""st_austell_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A Supreme Champion Ale of Cornwall as\r\nvoted by CAMRA*, and the South West's Favourite cask beer**, Tribute is a popular\r\nfavourite with locals and visitors to Cornwall, as well as being a much sought after guest ale throughout the rest of the UK. It is brewed using specially grown Cornish Gold Malt and is a perfect accompaniment to chicken, gammon or fish. The ideal alternative to a fine white wine."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,19,1
+the_church_brew_works-mad_brewer_maibock,0,0,245106409472,"{""name"":""Mad Brewer Maibock"",""abv"":7.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_church_brew_works"",""updated"":""2010-07-22 20:00:20"",""description"":""A bock beer is required by German law to start at 17°Plato.   For those who are interested, °Plato is a measurement of the sugar content before fermentation.  It is a very malty lager beer with medium hop bitterness.  A maibock is a light to amber colored bock beer.  A Maibock is very similar to a Helles/pale bock.  Maibocks were originally brewed for the coming of spring, hence the name Mai (German for May).  The Mad Brewer Maibock is medium amber in color.  Though similar in color to our Pipe Organ Pale Ale, it is very different in character.  Don’t let it get you though, it’s a very strong beer at about 7% alcohol. It has a very clean and malty nose.  The hop bitterness is evident, but not dominant.  The Mad Brewer Maibock will finish quite full and have a delicate sweetness."",""style"":""German-Style Heller Bock/Maibock"",""category"":""German Lager""}",1,18,1
+utenos_alus-porter,0,0,245121220611,"{""name"":""Porter"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""utenos_alus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,55,1
+selin_s_grove_brewing_co-selin_s_grove_ipa,0,0,245001355265,"{""name"":""Selin's Grove IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""selin_s_grove_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+terrapin_beer_company-terrapin_all_american_imperial_pilsner,0,0,245103788033,"{""name"":""Terrapin All-American Imperial Pilsner"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""terrapin_beer_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Help us celebrate American Independence and American Beer Month in July with the release of the Terrapin All-American Imperial Pilsner.\r\n\r\nThis beer was brewed using only American malts, American hops, and American yeast. Who says you have to import ingredients from Germany to make a true Pilsner?\r\n\r\nOf course, this Pilsner is made “Terrapin Style”. Hence the 75 B.U.’s, the 7.5% alcohol and the term “IMPERIAL Pilsner”.""}",1,12,1
+viking_brewing-copperhead_premium_ruby_lager,0,0,245751939072,"{""name"":""Copperhead Premium Ruby Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""viking_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,57,1
+yegua_creek_brewing_dallas-golden_wheat,0,0,245752135682,"{""name"":""Golden Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,58,1
+thomas_hooker_brewing-hooker_oktoberfest,0,0,245112963073,"{""name"":""Hooker Oktoberfest"",""abv"":5.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thomas_hooker_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Originally brewed to celebrate the beginning of the German brewing season and the 1810 wedding of crown prince Ludwig of Bavaria and his bride-to-be, princess Therese of Saxon-Hildburghausen. This amber beer was brewed in March (\""Marzenbier\"") and left to age in cool lagering caves during the heat of the summer. Our rich and satisfying Bavarian-style OctoberFest comes from a special blend of imported German malts that creates a full-bodied brew and stresses a malty flavor and lingering aroma. Gently hopped and delicately balanced, its true-to-style, slow fermentation and long, cold maturation produces a luxuriously smooth, award-winning brew."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,34,1
+surly_brewing-darkness,0,0,245113356288,"{""name"":""Darkness"",""abv"":10.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""surly_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This Russian Imperial Stout is a sipper. Problem is that you want to sip it all night. Look for this one to be released when the leaves change color and Halloween is approaching. Brewed with a blend of 8 different malts, oats and candi sugar. This huge stout reflects Surly's commitment to brewing intensely flavored beers in small batches. Only 25 barrels of this beer were brewed."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,35,1
+upstream_brewing_old_market-dundee_scotch_ale,0,0,245114470400,"{""name"":""Dundee Scotch Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Our Dundee Scotch Ale begins with a traditional \r\nsweetness and finishes with a full, malty flavor. Don’t be fooled by the dark color—this beer is delicious and surprisingly easy to drink."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,37,1
+the_bruery-orchard_white,0,0,245119647744,"{""name"":""Orchard White"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_bruery"",""updated"":""2010-07-22 20:00:20"",""description"":""Orchard White is an unfiltered, bottle conditioned Belgian-style witbier. This hazy, straw yellow beer is spiced with coriander, citrus peel and lavender added to the boil and whirlpool. A spicy, fruity yeast strain is used to add complexity, and rolled oats are added for a silky texture."",""style"":""Belgian-Style White"",""category"":""Belgian and French Ale""}",1,50,1
+victory_brewing-prima_pils,0,0,245106212865,"{""name"":""Prima Pils"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Heaps of hops give this pale lager a bracing, herbal bite over layers of soft and smooth malt flavor. This refreshing combination of tastes makes Prima a classy quencher in the tradition of the great pilsners of Europe. Dry and delightful, this is an elegant beer."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,17,1
+willoughby_brewing-wenceslas,0,0,245748137985,"{""name"":""Wenceslas"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""willoughby_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,31,1
+weyerbacher_brewing_company-scotch_ale,0,0,245749383168,"{""name"":""Scotch Ale"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Exceptionally smooth and thoroughly robust, Weyerbacher Scotch Ale has a deep delicious flavor that will warm you down to your wee little bones. Malty and roasty on the palate, and with distinctive caramel notes, this beer will satisfy the desires of any malty beer aficionado. \r\n\r\nWeyerbacher Scotch Ale is our interpretation of a beer style originating from Scotland, where the chilly damp weather calls for a hearty beer. Lacking the preservative powers of hops, scotch ales were brewed with high alcohol content to prevent spoilage. And at 8.7% ABV (alcohol by volume) Weyerbacher Scotch Ale definitely contains a warming belt.\r\n\r\nWe brew Weyerbacher Scotch Ale mostly in the cooler months of the year. Check out the Upcoming Events and Beers page for the next time it will be at a beer store near you."",""style"":""Scotch Ale"",""category"":""British Ale""}",1,38,1
+sweetwater_brewing_casper-wild_wyo_wheat,0,0,245106606080,"{""name"":""Wild Wyo Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweetwater_brewing_casper"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+troegs_brewing-scratch_11_2008,0,0,245106409473,"{""name"":""Scratch #11 2008"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Next up, we present Scratch Beer #11-2008, a Bitter. Back in the day, we used to brew a little number called Tröegs ESB. Even though this beer was retired almost six years ago, we still get numerous Tröegs old-schoolers (Martha) begging for its return.\r\n\r\nWell hang onto your boot straps because Scratch #11 is about as close as we can get to the original ESB without firing up the old brew kettle. The Scratch #11 recipe originates from Chris’ stint at England’s University of Sunderland brewing program. After returning to Colorado the brothers drew on Chris’ experience and brewed pilot batches tweaking that recipe. The ESB production recipe has direct bloodlines to these pilot batches.\r\n\r\nThe Thames Valley ale yeast and the roasted barley create a biscuit flavor with nutty undertones. Combining these flavors with the earthiness of East Kent Golding hops creates one hell of a fine session beer. Take in the deep mahogany beauty of this beer and breathe in the full hoppy nose. It’s not the ESB, but it’s damn special."",""style"":""Ordinary Bitter"",""category"":""British Ale""}",1,18,1
+weinkeller_brewery_berwyn-pilsner,0,0,245751742464,"{""name"":""Pilsner"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,55,1
+ship_inn_brewpub-pheasant_plucker,0,0,245001355266,"{""name"":""Pheasant Plucker"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""ship_inn_brewpub"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,49,1
+thomas_kemper_brewing,0,0,245103788034,"{""name"":""Thomas Kemper Brewing"",""city"":""Seattle"",""state"":""Washington"",""code"":""98134"",""country"":""United States"",""phone"":""1-260-682-8322"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""91 South Royal Brougham""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":47.5924,""lon"":-122.334}}",1,12,1
+weyerbacher_brewing_company-weyerbacher_juliet,0,0,245752004608,"{""name"":""Weyerbacher Juliet"",""abv"":8.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Brown Ale/Altbier"",""category"":""German Ale""}",1,57,1
+yuengling_son_brewing-yuengling_lager_light,0,0,245752135683,"{""name"":""Yuengling Lager Light"",""abv"":3.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""True to its American heritage, Yuengling Light Lager is an exceptional brew that appeals to consumers who don't want to sacrifice character for a low-calorie light beer. It has been masterfully developed to maintain the full flavor profile akin to our flagship Lager brand. Skillfully pairing a caramel malt flavor and mild hop character creates a beautifully rich-colored beer with deep amber highlights that finishes smooth and clean. With only 99 calories, Yuengling Light Lager is a uniquely refreshing beer that brings new dimension to the meaning light beer."",""style"":""American-Style Light Lager"",""category"":""North American Lager""}",1,58,1
+three_floyds_brewing-dark_lord_russian_imperial_stout,0,0,245112963074,"{""name"":""Dark Lord Russian Imperial Stout"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Gargantuan Russian Stout brewed with coffee, molasses, and honey."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,34,1
+tabernash_brewing-dunkel_weizen,0,0,245113356289,"{""name"":""Dunkel Weizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tabernash_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+voodoo_brewing_co_llc-big_black_voodoo_daddy,0,0,245749055488,"{""name"":""Big Black Voodoo Daddy"",""abv"":12.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our Imperial Stout that we age in conditioning tanks with oak staves.  This adds a classic character of old world aging with out the Bourbon tones. This black ale is about 12% alc. and very rich in roasted and chocolate malt tones.  Velvety smooth and able tobe aged for years. For now this will be a Seasonal Beer Offering. \r\n\r\nAll Beers to be bottle conditioned and Refermented."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,37,1
+the_cambridge_house-old_mill_pond_esb,0,0,245119647745,"{""name"":""Old Mill Pond ESB"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_cambridge_house"",""updated"":""2010-07-22 20:00:20"",""description"":""As English style extra special bitter, brewed using the finest malt and hops from England to produce a well balanced medium body pint."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,50,1
+voodoo_brewing_co_llc-voodoo_love_child,0,0,245746237440,"{""name"":""Voodoo Love Child"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""This is our Gran Met Ale aged on intimate Passion Fruit, Raspberry and Michigan Tart Cherry. Lightly spiced with passion. Light Reddish hue and with a alcohol strength of 10% and nicely carbonated in the bottle. \r\n\r\nAgain Bottle Conditioned and Fermented.  \r\n\r\nEnjoy a couple and have your own Voodoo Love Child later!!!"",""style"":""Belgian-Style Tripel"",""category"":""Belgian and French Ale""}",1,17,1
+yards_brewing,0,0,245748137986,"{""name"":""Yards Brewing"",""city"":""Philadelphia"",""state"":""Pennsylvania"",""code"":""19125"",""country"":""United States"",""phone"":""1-215-634-2600"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""2439 Amber Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.9831,""lon"":-75.1274}}",1,31,1
+wynkoop_brewing-two_guns_pilsner,0,0,245749383169,"{""name"":""Two Guns Pilsner"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wynkoop_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A Czech style Pilsner, Two Guns is golden in color with a soft malt character derived from Bohemian barley and just enough spicy bitterness to make another tasted desirable."",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,38,1
+third_street_ale_works-old_redwood_porter,0,0,245106671616,"{""name"":""Old Redwood Porter"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""third_street_ale_works"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+twisted_pine_brewing_company,0,0,245106475008,"{""name"":""Twisted Pine Brewing Company"",""city"":""Boulder"",""state"":""Colorado"",""code"":""80301"",""country"":""United States"",""phone"":""303.786.9270"",""website"":""http://www.twistedpinebrewing.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Established in 1995, Twisted Pine Brewing Company produces only 100% natural, unpasteurized pure malt ales, batch brewed and hand-crafted. Because we believe that craft beer is best enjoyed fresh, Twisted Pine ales can only be found throughout Colorado. By maintaining only a local presence we feel proud that our beers capture the full flavor and variety of style found at our brewery. It is our intention to bring to you a select family of individually distinctive ales that we as brewers would enjoy drinking ourselves. That is our final measure. We ignore costs, fads, and difficulty in creating our ales. And, while we are very serious about the art and business of beer making, we try to avoid taking ourselves too seriously. After all, we realize brewing a fine beer isn't exactly nuclear physics. It's something far more important. -Twistedpine.com"",""address"":[""3201 Walnut Street Ste A""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.0201,""lon"":-105.251}}",1,18,1
+yakima_brewing_and_malting_grant_s_ales-hefeweizen,0,0,245751808000,"{""name"":""Hefeweizen"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yakima_brewing_and_malting_grant_s_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,55,1
+sierra_nevada_brewing_co-harvest_ale,0,0,245001420800,"{""name"":""Harvest Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sierra_nevada_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""The cornerstone of our Harvest series is the beer that started the modern-day fresh hop ale phenomenon in America, our original Harvest Ale. \r\n\r\nCreated in 1996, Harvest Ale features Cascade and Centennial hops from the Yakima Valley in Eastern Washington. These hops are harvested and shipped as “wet” un-dried hops—the same day they are picked—to our brewery in Chico where our brewers eagerly wait to get them into the brew kettle while their oils and resins are still at their peak."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+three_floyds_brewing-dreadnaught_imperial_ipa,0,0,245103853568,"{""name"":""Dreadnaught Imperial IPA"",""abv"":9.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""three_floyds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""A hop lover’s dream! Mango and peach aromas with a crisp citrus finish."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,12,1
+white_oak_cider-1997,0,0,245752004609,"{""name"":""1997"",""abv"":6.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""white_oak_cider"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,57,1
+thunderhead_brewery-american_wheat,0,0,245112963075,"{""name"":""American Wheat"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,34,1
+tampa_bay_brewing,0,0,245113421824,"{""name"":""Tampa Bay Brewing"",""city"":""Tampa"",""state"":""Florida"",""code"":""33605"",""country"":""United States"",""phone"":""1-813-247-1422"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1812 North 15th Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":27.9607,""lon"":-82.4433}}",1,35,1
+voodoo_brewing_co_llc-wynona_s_big_brown_ale,0,0,245749121024,"{""name"":""Wynona's Big Brown Ale"",""abv"":7.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""This is named after a song that sparked the idea to make this ale. Brown ales seem to be there, but not really there, do you know what I mean? Well that won't be the mistake with Wynona! We Voodooed out this style and added more that's what we say. Mildly hoppy and smooth with hints of chocolate and tons of brown malt to let you know it's there. Currently 7.3% by vol. \r\n\r\nBottle conditioned and Refermented. \r\n\r\nGet down with the brown, You'll be Happy You Did!!"",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,37,1
+the_church_brew_works,0,0,245119647746,"{""name"":""The Church Brew Works"",""city"":""Pittsburgh"",""state"":""Pennsylvania"",""code"":""15201"",""country"":""United States"",""phone"":""412-688-8200"",""website"":""http://churchbrew.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""3525 Liberty Avenue""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.4624,""lon"":-79.9645}}",1,50,1
+water_tower_brewing-old_ls_barleywine,0,0,245746237441,"{""name"":""Old LS Barleywine"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""water_tower_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,17,1
+zea_rotisserie_and_brewery-z_p_a_india_pale_ale,0,0,245748203520,"{""name"":""Z.P.A. India Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,31,1
+thirstybear_brewing-thirsty_ipa,0,0,245106737152,"{""name"":""Thirsty IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thirstybear_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+victory_brewing-wild_devil_ale,0,0,245746302976,"{""name"":""Wild Devil Ale"",""abv"":6.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,18,1
+yegua_creek_brewing_dallas-icehaus_pale_ale,0,0,245751808001,"{""name"":""Icehaus Pale Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+sly_fox_brewhouse_and_eatery_phoenixville,0,0,245118926848,"{""name"":""Sly Fox Brewhouse and Eatery - Phoenixville"",""city"":""Phoenixville"",""state"":""Pennsylvania"",""code"":""19460"",""country"":""United States"",""phone"":""1-610-935-4540"",""website"":""http://www.slyfoxbeer.com/index1.asp"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A family owned brewpub founded in 1995. A second location, in Royersford, PA, was opened in 2004 and includes a full production brewery as well as an accompanying restaurant. Head brewer is Brian O'Reilly, a multi-GABF Medal winner. Sly Fox packages its beers in cans, 22oz and 750ml bottles, but not in the standard 12oz-er. The pub is noted for its annual Bock Festival & Goat Race (winning goat's name goes on the year's MaiBock) and the IPA Project, a year-long program of single varietal beers culminating in an Imperial IPA using all those varietals, released at a day-long party every December when all the IPAs are on draught."",""address"":[""519 Kimberton Road""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.1298,""lon"":-75.5499}}",1,49,1
+trap_rock_restaurant_and_brewery-hathor_red_lager,0,0,245103853569,"{""name"":""Hathor Red Lager"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,12,1
+williams_brothers_brewing_company,0,0,245752004610,"{""name"":""Williams Brothers Brewing Company"",""city"":""Alloa"",""state"":""Scotland"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01259)-725511"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""New Alloa Brewery""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":56.1163,""lon"":-3.7954}}",1,57,1
+tongerlo,0,0,245113028608,"{""name"":""Tongerlo"",""city"":""Westerlo"",""state"":""Antwerp"",""code"":"""",""country"":""Belgium"",""phone"":"""",""website"":""http://www.tongerlo.be"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":51.0873,""lon"":4.9178}}",1,34,1
+the_alchemist-alena,0,0,245113421825,"{""name"":""Alena"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_alchemist"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,35,1
+whitstable_brewery-east_india_ipa,0,0,245749186560,"{""name"":""East India IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""whitstable_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,37,1
+the_livery-herb_superb,0,0,245119713280,"{""name"":""Herb Superb"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""This India Pale Ale is brewed with English Maris Otter pale malt and Chocolate malt, giving it a dark color and is generously hopped with English Fuggles hops. Named for mug club member and brewery supporter Herb Caldwell."",""style"":""English-Style India Pale Ale"",""category"":""British Ale""}",1,50,1
+weyerbacher_brewing_company-weyerbacher_india,0,0,245746302976,"{""name"":""Weyerbacher India"",""abv"":7.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""The latest in our Brewers’ Select One-offs, India is a West Coast style IPA at [7.2%] ABV, with incredibly delicious hoppiness! Golden in color, this beer is tilted way over toward the hops by way of less specialty malts used in the mash. Draft will be going out to select wholesalers in PA, NJ, FL, and MD.” 70+ IBU’s."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,17,1
+trade_winds_brewing-paniolo_ale,0,0,245106737153,"{""name"":""Paniolo Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trade_winds_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,19,1
+victory_brewing-workhorse_porter,0,0,245746368512,"{""name"":""Workhorse Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,18,1
+youngs_company_brewery-double_chocolate_stout,0,0,245751808002,"{""name"":""Double Chocolate Stout"",""abv"":5.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""youngs_company_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A rich, creamy stout with roasted chocolate flavors. A perfect dessert beer."",""style"":""Sweet Stout"",""category"":""British Ale""}",1,55,1
+southend_brewery_and_smokehouse_charleston-blonde_light,0,0,245118926849,"{""name"":""Blonde Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southend_brewery_and_smokehouse_charleston"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,49,1
+trinity_brewing_company-flo_ipa,0,0,245103919104,"{""name"":""Flo IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trinity_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+yazoo_brewing-sly_rye_porter,0,0,245752070144,"{""name"":""Sly Rye Porter"",""abv"":5.7,""ibu"":28.0,""srm"":29.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2011-04-17 12:32:26"",""description"":""A rich, chocolaty English Porter with a clean finish. We use the finest floor-malted Maris Otter malts from England, the same malts used for the best single-malt scotch. A portion of malted rye gives a spicy, slightly dry finish."",""style"":""Porter"",""category"":""North American Ale""}",1,57,1
+trap_rock_restaurant_and_brewery-ghost_pony_helles_lager,0,0,245113028609,"{""name"":""Ghost Pony Helles Lager"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+the_livery-barrel_aged_synapse_esb,0,0,245113421826,"{""name"":""Barrel Aged Synapse ESB"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Extra Special Bitter, or ESB, were the benchmark beers for British brewers to serve to their special customers. Brewed with British pale and crystal malt, this reddish copper beer finishes with a subtle dose of English Fuggles hops."",""style"":""Extra Special Bitter"",""category"":""British Ale""}",1,35,1
+wild_duck_brewing,0,0,245749186561,"{""name"":""Wild Duck Brewing"",""city"":""Eugene"",""state"":""Oregon"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":44.0521,""lon"":-123.087}}",1,37,1
+tied_house_cafe_brewery_san_jose-alpine_gold,0,0,245119713281,"{""name"":""Alpine Gold"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+troegs_brewing-scratch_23_2009_kellar_fest,0,0,245106737154,"{""name"":""Scratch #23 2009 Kellar Fest"",""abv"":5.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""In honor of Oktoberfest, we give you Scratch #23-2009, Kellar Fest. This unfiltered lager features all German malts and noble hops. Fermented with the Augustinerbrau yeast strain, Kellar Fest is a blend of Bohemian Pils, Munich and Vienna malts. The Magnum hops provide a crisp bitterness and the Hallertau noble hops impart a slight earthy taste. Kellar Fest finishes crisp and dry with hints of fruit. Grab a lamb handle and savor this Kellar Fest.""}",1,19,1
+watch_city_brewing,0,0,245746368513,"{""name"":""Watch City Brewing"",""city"":""Waltham"",""state"":""Massachusetts"",""code"":""2453"",""country"":""United States"",""phone"":""1-781-647-4000"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""256 Moody Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":42.3718,""lon"":-71.2367}}",1,18,1
+yuengling_son_brewing-lord_chesterfield_ale,0,0,245751808003,"{""name"":""Lord Chesterfield Ale"",""abv"":5.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yuengling_son_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""One of our distinct classic beers brewed since 1829, Yuengling Lord Chesterfield Ale has as much rich heritage as it does flavor and appeal. Crafted in a unique two-stage European brewing style for enhanced bitterness, it utilizes both conventional kettle hopping and dry hopping after fermentation resulting in a dry sharp finish. Brewed with select hops, its distinct robust flavor is derived from a delicate combination of sweet maltiness and lingering herbal bitterness. Lord Chesterfield Ale's bright gold color is complemented by a lightly laced foam head and fragrant zesty aroma. This fine Ale compares with the very best crafty-style beers. It pairs flawlessly with many foods including seafood dishes and fine cheeses."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,55,1
+southern_tier_brewing_co-heavy_weizen_imperial_unfiltered_wheat_ale,0,0,245118992384,"{""name"":""Heavy Weizen Imperial Unfiltered Wheat Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""southern_tier_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,49,1
+troegs_brewing-scratch_17_2009,0,0,245103919105,"{""name"":""Scratch #17 2009"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""O.G.: 12.7 Plato\r\nA.B.V.: 5.6%\r\nIBU: 43\r\nMalt: Pils\r\nYeast: Augustiner\r\nHops: Select, Tradition, Spalt, Glacier"",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,12,1
+yegua_creek_brewing_dallas-white_rock_red,0,0,245752070145,"{""name"":""White Rock Red"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,57,1
+two_brothers_brewing-iditarod_imperial_stout,0,0,245113094144,"{""name"":""Iditarod Imperial Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,34,1
+the_lost_abbey,0,0,245113487360,"{""name"":""The Lost Abbey"",""city"":""San Marcos"",""state"":""California"",""code"":""92069"",""country"":""United States"",""phone"":""(800) 918-6816"",""website"":""http://www.lostabbey.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""155 Mata Way Suite 104""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":33.1406,""lon"":-117.15}}",1,35,1
+tied_house_cafe_brewery_san_jose-ironwood_dark,0,0,245119713282,"{""name"":""Ironwood Dark"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tied_house_cafe_brewery_san_jose"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,50,1
+twin_ports_brewing-gingered_ale,0,0,245106802688,"{""name"":""Gingered Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_ports_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,19,1
+weyerbacher_brewing_company-imperial_pumpkin_ale,0,0,245746368514,"{""name"":""Imperial Pumpkin Ale"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Yes that's right!  The mother of all Pumpkin Ales is currently in transit to our wholesalers and should be out on shelves around mid-September.  This 8.0% ABV pumpkin ale is heartier, spicier, and more \""caramelly\"" and \""pumpkiny\"" than its faint brethren!  \r\n  Perfect finisher on a cool autumn night, or match it up with a slice of pumpkin pie and fresh whipped cream.  \r\n  If you don't agree this is the mother of all pumpkin ales, then you just don't like mothers!"",""style"":""Pumpkin Beer"",""category"":""Other Style""}",1,18,1
+spilker_ales,0,0,245118992385,"{""name"":""Spilker Ales"",""city"":""Cortland"",""state"":""Nebraska"",""code"":""68331"",""country"":""United States"",""phone"":""1-402-798-7445"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""300 West Fourth Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":40.5058,""lon"":-96.707}}",1,49,1
+tucher_bru-dunkles_hefe_weizen,0,0,245103919106,"{""name"":""Dunkles Hefe Weizen"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tucher_bru"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+valley_brewing_company-indian_red_ale,0,0,245113094145,"{""name"":""Indian Red Ale"",""abv"":6.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A flavorful Red Ale with a generous helping of fresh Cascade hops. A full-bodied unfiltered beer with a slightly dry and roasted finish."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,34,1
+thunderhead_brewery-belgian_brown,0,0,245113487361,"{""name"":""Belgian Brown"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thunderhead_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+titletown_brewing-befuddelator_doppelbock,0,0,245119713283,"{""name"":""Befuddelator Doppelbock"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""titletown_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Traditional German-Style Bock"",""category"":""German Lager""}",1,50,1
+tworows_restaurant_brewery_dallas-barking_fish_porter,0,0,245106802689,"{""name"":""Barking Fish Porter"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tworows_restaurant_brewery_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Porter"",""category"":""Irish Ale""}",1,19,1
+yaletown_brewing,0,0,245746434048,"{""name"":""Yaletown Brewing"",""city"":""Vancouver"",""state"":""British Columbia"",""code"":""0"",""country"":""Canada"",""phone"":""1-604-688-0039"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1111 Mainland Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":49.2755,""lon"":-123.121}}",1,18,1
+stone_brewing_co-imperial_russian_stout,0,0,245119057920,"{""name"":""Imperial Russian Stout"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""stone_brewing_co"",""updated"":""2010-07-22 20:00:20"",""description"":""Brewed in the authentic historical style of an Imperial Russian Stout, this ale is massive. Intensely aromatic (notes of anise, lack currants, coffee, roastiness and alcohol) and heavy on the palate, this brew goes where few can --- and fewer dare even try. The style originated from Czarist Russia's demand for ever thicker English stouts. Expect our version of this mysterious brew to pour like Siberian crude and taste even heavier!"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,49,1
+unibroue-seigneuriale,0,0,245103984640,"{""name"":""Seigneuriale"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""The copper-colored body and generous foam\r\nhead of this amber ale tantalize the eyes but\r\nit's the complex flavor of Seigneuriale that\r\ndelivers a pleasant surprise. It is slightly\r\nsweet, malty and spicy, but a distinctive hop\r\ncharacter and notes of apricot brandy give\r\nSeigneuriale a truly unique character. \r\n\r\nWe recommending pairing it with carved ham,\r\napricot-glazed duck or squab, Thai shrimp\r\ncurry or a holiday fruit cake."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,12,1
+victory_brewing-festbier,0,0,245113094146,"{""name"":""Festbier"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Seductively smooth, this medium-bodied amber beauty is akin to the great Oktoberfest beers of Munich. All German malts and whole flower European hops make this lager true to style."",""style"":""German-Style Oktoberfest"",""category"":""German Lager""}",1,34,1
+triumph_brewing_of_princeton-winter_wonder,0,0,245113487362,"{""name"":""Winter Wonder"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""triumph_brewing_of_princeton"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+trap_rock_restaurant_and_brewery-pacific_coast_ale,0,0,245119778816,"{""name"":""Pacific Coast Ale"",""abv"":5.6,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trap_rock_restaurant_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+tyranena_brewing-bitter_woman_from_hell_extra_ipa,0,0,245106802690,"{""name"":""Bitter Woman From Hell Extra IPA"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""tyranena_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,19,1
+yuksom_breweries,0,0,245746434049,"{""name"":""Yuksom Breweries"",""city"":""Malli"",""state"":""Sikkim"",""code"":"""",""country"":""India"",""phone"":""91 03595-70205"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[]}",1,18,1
+sweet_water_tavern_and_brewery-great_american_s_restaurant_pale_ale,0,0,245119057921,"{""name"":""Great American's Restaurant Pale Ale"",""abv"":5.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""sweet_water_tavern_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""A fruity, copper-colored ale with a firm maltiness & dry hop."",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+voodoo_brewing_co_llc-4_seasons_ipa,0,0,245745516544,"{""name"":""4 Seasons IPA"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""voodoo_brewing_co_llc"",""updated"":""2010-07-22 20:00:20"",""description"":""India Pale Ale is a wonderful example of marriage.  Bitter Hops and Boasting Barley come together to make one of the most sought after ales of the Craft Beer masses. Bottle Conditioned and Refermented."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,12,1
+water_street_brewery,0,0,245748400128,"{""name"":""Water Street Brewery"",""city"":""Milwaukee"",""state"":""Wisconsin"",""code"":""53202"",""country"":""United States"",""phone"":""1-414-272-1195"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""1101 North Water Street""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":43.0448,""lon"":-87.9114}}",1,34,1
+tsingtao,0,0,245113552896,"{""name"":""Tsingtao"",""city"":""Qingdao"",""state"":""Shandong"",""code"":"""",""country"":""China"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":36.0663,""lon"":120.383}}",1,35,1
+two_brothers_brewing-northwind_imperial_stout,0,0,245119778817,"{""name"":""Northwind Imperial Stout"",""abv"":7.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""two_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,50,1
+victory_brewing-moonglow_weizenbock,0,0,245106868224,"{""name"":""Moonglow Weizenbock"",""abv"":8.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""victory_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""This dark amber wheat beer features fruity and spicy aromas galore.  Significant strength underlies the pleasant citric appeal of this bock beer. Redolent with the flavors of harvest fruit, Moonglow typifies the traditional weizenbock-style so thoroughly enjoyed throughout Bavaria. Left unfiltered, its unique yeast strain gives Moonglow a radiance all its own."",""style"":""South German-Style Weizenbock"",""category"":""German Ale""}",1,19,1
+tallgrass_brewing_co,0,0,245119123456,"{""name"":""Tallgrass Brewing Co."",""city"":""Manhattan"",""state"":""KS"",""code"":""66502"",""country"":""United States"",""phone"":""785-537-1131"",""website"":""http://www.tallgrassbeer.com"",""type"":""brewery"",""updated"":""2010-11-11 19:21:21"",""description"":"""",""address"":[""8845 Quail Lane""]}",1,49,1
+weyerbacher_brewing_company-old_heathen,0,0,245745582080,"{""name"":""Old Heathen"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Rich, velvety and deliciously complex, Old Heathen is a truly distinctive winter warmer. We use seven types of malt and two varieties of hops to bring forth this big brew. Quite robust and roasty on the palate, Old Heathen imperial stout has a wonderfully fruity nose and a moderately dry finish. The taste is highly complex- perhaps you'll even discern notes of espresso or chocolate. \r\n\r\nOld Heathen imperial stout is our interpretation of a beer style that originated in the 18th century. Brewed in England and exported to Germany, Scandinavia and Russia, these beers became fashionable among the members of the Czar's court. In order to survive long voyages they were brewed with high alcohol content to prevent spoilage. And at 8.0% ABV (alcohol by volume) Old Heathen definitely contains a warming belt. You may want to lay down a few bottles for future evaluation- this beer keeps well and will only get better with age.\r\n\r\nLike most of our beers, Weyerbacher Old Heathen is a perfect accompaniment to foods. Try it with rich stews, oysters, caviar or roasted meats. Old Heathen is also a perfect companion to chocolate desserts.\r\n\r\nOld Heathen is now available year-round."",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,12,1
+wdi_bru_huus-dunkel,0,0,245748400129,"{""name"":""Dunkel"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,34,1
+tworows_restaurant_brewery_dallas,0,0,245113552897,"{""name"":""TwoRows Restaurant & Brewery - Dallas"",""city"":""Dallas"",""state"":""Texas"",""code"":""75206"",""country"":""United States"",""phone"":""1-214-696-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""5500 Greenville Avenue #1300""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":32.8545,""lon"":-96.7687}}",1,35,1
+uinta_brewing_compnay-gelande_amber_lager,0,0,245119778818,"{""name"":""Gelande Amber Lager"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uinta_brewing_compnay"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+wdi_bru_huus-single_malt_bier,0,0,245746434048,"{""name"":""Single-Malt-Bier"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wdi_bru_huus"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Lager"",""category"":""North American Lager""}",1,19,1
+the_blind_bat_brewery_llc,0,0,245119123457,"{""name"":""The Blind Bat Brewery LLC"",""city"":""Centerport"",""state"":""New York"",""code"":""11721"",""country"":""United States"",""phone"":""(631) 891-7909"",""website"":""http://www.blindbatbrewery.com/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""420 Harrison Drive""],""geo"":{""accuracy"":""ROOFTOP"",""lat"":40.8959,""lon"":-73.3811}}",1,49,1
+white_winter_winery-dry_mead,0,0,245745582081,"{""name"":""Dry Mead"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""white_winter_winery"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+weinkeller_brewery_berwyn-bavarian_weiss,0,0,245748400130,"{""name"":""Bavarian Weiss"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,34,1
+uehara_shuzou_co_ltd_echigo_beer_pub-koshihikari_echigo_beer,0,0,245113618432,"{""name"":""Koshihikari Echigo Beer"",""abv"":5.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""uehara_shuzou_co_ltd_echigo_beer_pub"",""updated"":""2011-07-23 20:37:34"",""description"":""Japanese Rice Lager"",""style"":""Out of Category"",""category"":""Other Style""}",1,35,1
+upstream_brewing_old_market-gold_coast_blonde_ale,0,0,245119844352,"{""name"":""Gold Coast Blonde Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""Gold Coast Blonde is light in malt and hops and of course, golden in color. A great choice if you’re looking for true American beer flavor with a bit more malt than a light beer has to offer."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,50,1
+weeping_radish_restaurant_and_brewery_manteo,0,0,245746499584,"{""name"":""Weeping Radish Restaurant and Brewery - Manteo"",""city"":""Manteo"",""state"":""North Carolina"",""code"":""27954"",""country"":""United States"",""phone"":""1-800-896-5403"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""525 N Virginia Dare Road""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":35.8859,""lon"":-75.6697}}",1,19,1
+the_livery-cousin_jax,0,0,245119123458,"{""name"":""Cousin Jax"",""abv"":9.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""the_livery"",""updated"":""2010-07-22 20:00:20"",""description"":""Way up in the Keewenaw Peninsula in Michigans UP, Mt. Bohemia ski area has a powder run hidden at the top called \""Cousin Jack\"" (named after the Cornish miners)that winds its' way steeply through the rocks and trees. AAAHHH WINTER!!! Double the Belgian Malt, double the Amarillo hops-a perfect way to end any day. Everyones' favorite cousin! Also available barrel aged."",""style"":""Imperial or Double India Pale Ale"",""category"":""North American Ale""}",1,49,1
+wild_river_brewing_and_pizza_cave_junction-light,0,0,245745647616,"{""name"":""Light"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wild_river_brewing_and_pizza_cave_junction"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,12,1
+weinkeller_brewery_berwyn-nut_brown_ale,0,0,245748531200,"{""name"":""Nut Brown Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Brown Ale"",""category"":""North American Ale""}",1,34,1
+unibroue-terrible,0,0,245113618433,"{""name"":""Terrible"",""abv"":10.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""unibroue"",""updated"":""2010-07-22 20:00:20"",""description"":""Topped by a sumptuous head of foam, La Terrible possesses a fruity aroma enriched with notes of roasted malt and Madeira. Its long lasting flavour is both elegant and full bodied.\r\n\r\nLa Terrible is a dark brown beer on lees and is part of a collection of exotic and refined Unibroue beers brewed using 100% natural raw materials. It may be drunk as an aperitif or as an after dinner digestive. It is equally a perfect accompaniment to the above-mentioned dishes or a pleasant alternative to coffee."",""style"":""Other Belgian-Style Ales"",""category"":""Belgian and French Ale""}",1,35,1
+warsteiner_brauerei-warsteiner_premium_verum,0,0,245751021568,"{""name"":""Warsteiner Premium Verum"",""abv"":4.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""warsteiner_brauerei"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""German-Style Pilsener"",""category"":""German Lager""}",1,50,1
+weyerbacher_brewing_company-delta_ale,0,0,245746499585,"{""name"":""Delta Ale"",""abv"":7.8,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A pitch black stout made with ginger, cinnamon and a touch of molasses. This medium–bodied ale has flavors of dark chocolate, roasted coffee beans and ginger snap cookies."",""style"":""Herb and Spice Beer"",""category"":""Other Style""}",1,19,1
+thomas_hooker_brewing-thomas_hooker_irish_red_ale,0,0,245119188992,"{""name"":""Thomas Hooker Irish Red Ale"",""abv"":5.3,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""thomas_hooker_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Thomas Hooker's traditional Irish-Style Red Ale gets its warm, ruby color from an interesting blend of pale, caramel and roasted malts which promote a sweetness that's balanced with crisp, authentic, English-style hops. A very unique and drinkable red ale that's also favored by amber lovers.\r\nHooker Irish Red is drinks well year-round, not just on St. Paddy's day."",""style"":""Irish-Style Red Ale"",""category"":""Irish Ale""}",1,49,1
+wisconsin_brewing,0,0,245745647617,"{""name"":""Wisconsin Brewing"",""city"":""Wauwatosa"",""state"":""Wisconsin"",""code"":"""",""country"":""United States"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":43.0495,""lon"":-88.0076}}",1,12,1
+weyerbacher_brewing_company-heresy,0,0,245748596736,"{""name"":""Heresy"",""abv"":8.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""This incredibly intriguing Imperial Stout is made by aging our Old Heathen in some very famous Oak barrels that were used for aging bourbon! What do we have when we are done? A stout whose very essence has been enhanced. A stout whose complexity has been increased. A stout with notes of Oak, whiskey and vanilla melding together to create a new sensation. Have we gone too far this time? We don't think so. Heresy is a step above and a leap beyond the extraordinary. Taste it and see what everyone is talking about. 8.0% ABV"",""style"":""American-Style Imperial Stout"",""category"":""North American Ale""}",1,34,1
+van_honsebrouch-kasteel_blonde,0,0,245113618434,"{""name"":""Kasteel Blonde"",""abv"":11.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""van_honsebrouch"",""updated"":""2010-07-22 20:00:20"",""description"":""Slightly dangerous beer - tastes like an 8% blonde, delivers like nothing else. A little tart around the edges, due to the higher alcohol content, but otherwise a pleasant strong pils taste : not too much hop on the palate."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,35,1
+weyerbacher_brewing_company-decadence,0,0,245751087104,"{""name"":""Decadence"",""abv"":13.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Decadence is our Tenth Anniversay spiced amber ale.  This is a very limited production, brewed only once, to celebrate ten fantastic years in business.  This ale weighs in at 13% ABV and is a fantastic sipper, especially after dinner or consider paring it with a good book on a cool fall evening.  Decadence is brewed with honey, cardamom spice and gentian (a rare botanical!)  This ale is very unique and will develop finer character when aged at cellar temperatures."",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,50,1
+whim_ales,0,0,245746565120,"{""name"":""Whim Ales"",""city"":""Buxton"",""state"":""Derby"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01298)-84991"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Hartington""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":53.1407,""lon"":-1.8084}}",1,19,1
+trailhead_brewing_company-red_winter_ale,0,0,245119188993,"{""name"":""Red Winter Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""trailhead_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Amber/Red Ale"",""category"":""North American Ale""}",1,49,1
+whitstable_brewery,0,0,245748662272,"{""name"":""Whitstable Brewery"",""city"":""Maidstone"",""state"":""Kent"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01622)-851007"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Little Telpits Farm, Woodcock Lane""],""geo"":{""accuracy"":""GEOMETRIC_CENTER"",""lat"":51.2047,""lon"":0.6813}}",1,34,1
+vivungs_bryggeri,0,0,245748727808,"{""name"":""Vivungs Bryggeri"",""city"":""Romakloster"",""state"":"""",""code"":"""",""country"":""Sweden"",""phone"":"""",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":57.4985,""lon"":18.459}}",1,35,1
+wh_brakspear_sons-henley_ale,0,0,245751087105,"{""name"":""Henley Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wh_brakspear_sons"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,50,1
+widmer_brothers_brewing-widmer_hefeweizen,0,0,245746565121,"{""name"":""Widmer Hefeweizen"",""abv"":4.9,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""widmer_brothers_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""\""A golden unfiltered wheat beer that is truly cloudy and clearly superb. Ever since Widmer introduced Hefeweizen to America in 1986, ours has been the standard by which all other Hefeweizens are judged.\r\n1998 and 2006 GABF Gold Medal Award Winner\r\n2004 Gold Medal Beer Cup\""\r\n-Widmer Brothers Brewing Company"",""style"":""South German-Style Hefeweizen"",""category"":""German Ale""}",1,19,1
+trailhead_brewing_company,0,0,245119188994,"{""name"":""Trailhead Brewing Company"",""city"":""Saint Charles"",""state"":""Missouri"",""code"":""63301"",""country"":""United States"",""phone"":""1-636-946-2739"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""921 South Riverside Drive""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":38.7745,""lon"":-90.484}}",1,49,1
+woodforde_s_norfolk_ales,0,0,245748662273,"{""name"":""Woodforde's Norfolk Ales"",""city"":""Norwich"",""state"":""Norfolk"",""code"":"""",""country"":""United Kingdom"",""phone"":""44-(01603)-720353"",""website"":"""",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""Woodbastwick""],""geo"":{""accuracy"":""APPROXIMATE"",""lat"":52.6842,""lon"":1.449}}",1,34,1
+walldorff_brew_pub-bistro_blonde,0,0,245748727809,"{""name"":""Bistro Blonde"",""abv"":4.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""walldorff_brew_pub"",""updated"":""2010-07-22 20:00:20"",""description"":""An easy drinking ale that goes well with our food offerings.  Also a great introduction to the world of craft brewing."",""style"":""Golden or Blonde Ale"",""category"":""North American Ale""}",1,35,1
+yazoo_brewing-pale_ale,0,0,245751152640,"{""name"":""Pale Ale"",""abv"":5.8,""ibu"":55.0,""srm"":6.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2011-04-17 12:25:31"",""description"":""A new version of an American classic. Our Yazoo Pale Ale bursts with spicy, citrusy hop aroma and flavor, coming from the newly discovered Amarillo hop. The wonderful hop aroma is balanced nicely with a toasty malt body, ending with a cleansing hop finish. Made with English Pale, Munich, Vienna, and Crystal malts, and generously hopped with Amarillo, Perle, and Cascade hops. Fermented with our English ale yeast."",""style"":""American-Style Strong Pale Ale"",""category"":""North American Ale""}",1,50,1
+yakima_brewing_and_malting_grant_s_ales-imperial_stout,0,0,245746565122,"{""name"":""Imperial Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yakima_brewing_and_malting_grant_s_ales"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,19,1
+troegs_brewing-scratch_beer_31_2010_citra_of_brotherly_love_ipa,0,0,245119188995,"{""name"":""Scratch Beer 31 - 2010 Citra Of Brotherly Love IPA"",""abv"":7.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""troegs_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Scratch 31, the brothers and the brewers decided to revisit one of our favorite sweet spots – IPA – and have some fun with hop flavors. Dubbed ‘Citra of Brotherly Love’ in honor of Philly Beer week, Scratch #31 has generous amounts of Apollo, Cascade and Citra hops. This is our first use of Citra hops, which is known for an intense grapefruit aroma and flavor.\r\n\r\nWhile showcasing the intense Citra flavor we added additional bitterness with Apollo and Chinook hops as well. Scratch #31 went through a bed of Chinook hops in the hopback and was dry-hopped with Cascade and Citra hops."",""style"":""American-Style India Pale Ale"",""category"":""North American Ale""}",1,49,1
+yards_brewing-yards_saison,0,0,245748727808,"{""name"":""Yards Saison"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Saisons were historically brewed to keep the farmhands happy and hydrated during the warm summer months. Crafted using Belgian pilsen malt and candi sugar, this golden Belgian style ale is a refreshing change from your usual beer lineup."",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,34,1
+weinkeller_brewery_berwyn-dublin_stout,0,0,245748793344,"{""name"":""Dublin Stout"",""abv"":6.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weinkeller_brewery_berwyn"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,35,1
+yazoo_brewing-dos_perros,0,0,245746630656,"{""name"":""Dos Perros"",""abv"":3.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yazoo_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Many Mexican beer styles today are descendants of old Austrian styles, from when Austria ruled Mexico in the late 19th century. Our Dos Perros is made with German Munich malt, English Pale malt, and Chocolate malt, and hopped with Perle and Saaz hops. To lighten the body, as many Mexican brewers do, we add a small portion of flaked maize. The result is a wonderfully bready malt aroma, balanced with some maize sweetness and a noble hop finish.\r\n\r\nFood Pairings: The toasty malt flavors go great with barbeque, grilled salmon, carmelized onions, and most hot and spicy foods. Try it with Mexican or Thai dishes.\r\n\r\nOG: 10.4 Plato\r\nFG: 3.3 Plato\r\nIBUs: 21\r\nSRM: 13\r\n3.5% abv"",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,19,1
+twin_ports_brewing-hopfenkopf,0,0,245119254528,"{""name"":""Hopfenkopf"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""twin_ports_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,49,1
+yegua_creek_brewing_dallas-cask_scotch_ale,0,0,245748793345,"{""name"":""Cask Scotch Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yegua_creek_brewing_dallas"",""updated"":""2010-07-22 20:00:20"",""description"":""""}",1,35,1
+zea_rotisserie_and_brewery-category_5_strong_ale,0,0,245746630657,"{""name"":""Category 5 Strong Ale"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""zea_rotisserie_and_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Pale Ale"",""category"":""North American Ale""}",1,19,1
+upland_brewing,0,0,245119254529,"{""name"":""Upland Brewing"",""city"":""Bloomington"",""state"":""Indiana"",""code"":""47404"",""country"":""United States"",""phone"":""1-812-336-2337"",""website"":""http://www.uplandbeer.com"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""Located in downtown Bloomington, just a few blocks from Courthouse Square, we are open (and brewing award-winning beers) every day of the year except Thanksgiving, Christmas Day, and New Year's Day. The Tap Room and Biergarten has six everyday Upland beers on tap with additional Seasonal brews (Oktoberfest, Winter Warmer, Chocolate Stout, Maibock�yea springtime!) throughout the year. (Check the News section opposite for seasonal release dates and related celebrations.) The Tap Room restaurant offers an eclectic menu of great pub grub (signature nachos, rib tips like no others) plus dinner fare that addresses sophisticated palates with cuisines from around the world. (Yes, we're a brew pub, but our wine list is excellent). Better yet, sign on to our Upland Update to learn who's performing. And while you're here be sure to check out the weekly dinner specials from the fertile imaginations of our excellent restaurant crew. Part of a group that's interested in brewing? Arrange for a brewery tour. We are proud of our hand-crafted, award-winning beers and would be delighted to guide you through the many stages involved in the brewing process. In the meantime, take the Virtual Tour for an inside look at how glorious stainless steel can be when directed to perform a noble task! Most of all, everyone here welcomes you to come by and partake of the Upland Experience�where great food, great beer, and great friends come together. Can't get to Bloomington? No problemo. As Indiana's largest microbrewer, you can find Upland beers in better stores, taverns, and restaurants throughout the state of Indiana."",""address"":[""350 West Eleventh Street""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":39.1733,""lon"":-86.5369}}",1,49,1
+york_brewery,0,0,245748858880,"{""name"":""York Brewery"",""city"":""York"",""state"":"""",""code"":""YO1 6JT"",""country"":""England"",""phone"":""01904 621162"",""website"":""http://www.york-brewery.co.uk"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""address"":[""12 Toft Green""],""geo"":{""accuracy"":""RANGE_INTERPOLATED"",""lat"":53.9571,""lon"":-1.0905}}",1,35,1
+till,0,0,89984275906560,"{""click"":""to edit"",""new in 2.0"":""there are no reserved field names""}",1,19,1
+upstream_brewing_old_market-american_wheat,0,0,245119254530,"{""name"":""American Wheat"",""abv"":4.7,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""upstream_brewing_old_market"",""updated"":""2010-07-22 20:00:20"",""description"":""A Silver Medal Winner in the American Hefenweizen category at the 2004 Great American Beer Festival, our American Wheat has a crisp and refreshing flavor."",""style"":""Light American Wheat Ale or Lager"",""category"":""Other Style""}",1,49,1
+valley_brewing_company-valley_brewing_london_tavern_ale,0,0,245119320064,"{""name"":""Valley Brewing London Tavern Ale"",""abv"":4.4,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""valley_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""A classic English Style Mild with a light hop profile. London Tavern Ale is a well balanced beer with caramel flavor and English character. Only traditional English Kent Goldings and Fuggles hops are used."",""style"":""English-Style Pale Mild Ale"",""category"":""British Ale""}",1,49,1
+wernesgruner_brauerei_gmbh,0,0,245750824960,"{""name"":""Wernesgrüner Brauerei GmbH"",""city"":""Steinberg-Wernesgrün, Germany"",""state"":"""",""code"":"""",""country"":""Germany"",""phone"":"""",""website"":""http://www.wernesgruener.de/"",""type"":""brewery"",""updated"":""2010-07-22 20:00:20"",""description"":""The Wernesgrüner Brewery or Wernesgrüner Brauerei GmbH is a brewery in Steinberg-Wernesgrün, Saxony, Germany. The brewery was founded in 1436 when the brothers Schorer acquired the rights to brew and open a tavern. After establishing property for bottling they soon began brewing on what would become the foundations of the Wernesgrüner Pils Legend. It is known as the aforementioned Pils Legend, because it was a bitter specialty during the communist period in Germany. [1] Throughout the company's history it has endured numerous changes of ownership. In 1762 the Günnel family bought the Schorer brewery. In 1774 the Männel family took over the bottling properties. Even though at the end of the 19th century the label now had five independent breweries, the families were still competing with each other. By 1910 the company had established itself throughout Germany and the Netherlands, and was even served on the renowned Hapag-Lloyd ships that ran from Hamburg to America.[1] The company was acquired by the Bitburger Braugruppe GmbH in 2002. The current output is 850,000 hl per year."",""address"":[]}",1,49,1
+weyerbacher_brewing_company-insanity,0,0,245750890496,"{""name"":""Insanity"",""abv"":11.1,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Insanity, just released this past November, 2004, is Weyerbacher's latest creation in the world of cutting edge beers. Insanity is made by aging our perfectly balanced Blithering Idiot Barleywine in  oak bourbon casks. This incredible combination creates a melange of flavors such as malt, dates, oak, vanilla, and bourbon just to name a few.\r\n\r\n  Insanity is 11.1% ABV. It is best enjoyed in a brandy snifter and served at 45-50 degrees F."",""style"":""American-Style Barley Wine Ale"",""category"":""North American Ale""}",1,49,1
+weyerbacher_brewing_company-muse_farmhouse_ale,0,0,245750956032,"{""name"":""Muse Farmhouse Ale"",""abv"":6.2,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""weyerbacher_brewing_company"",""updated"":""2010-07-22 20:00:20"",""description"":""Muse, a Farmhouse Ale,  is brewed \""somewhat\"" in the tradition of the style, but it has Weyerbacher fingerprints all over it! Made with Pale malt, a little carapils, raw wheat and raw oats, this warm weather seasonal is dry and ever so slightly tart on the pallet from the wheat and oats. At 6.2% abv, its a bit higher than your strictly traditional farmhouse, but not out of the realm, really. The wheat and oats makes the mouthfeel silky and light at the same time.  They also bring some cloudiness to the brew, but don't be afraid!  Hopped with Styrian Goldings and finished with Saaz, this beer has a noticable hoppy dryness which makes it a fine thirst quencher, something the original Farmhouse Ales were intended to be, served to workers out in the fields on hot summer days as a restorative.\r\nFermented with Forbidden Fruit yeast, at a very high temperature (78F), the spiciness developed is entirely from this traditional yeast strain, not from any kettle additions. Unfiltered, to enjoy this natural beauty, and imagine yourself out in the flat fields of Belgium! Cheers!"",""style"":""French & Belgian-Style Saison"",""category"":""Belgian and French Ale""}",1,49,1
+whitstable_brewery-whitstable_oyster_stout,0,0,245750956033,"{""name"":""Whitstable Oyster Stout"",""abv"":0.0,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""whitstable_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
+wychwood_brewery-hobgoblin,0,0,245750956034,"{""name"":""Hobgoblin"",""abv"":5.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""wychwood_brewery"",""updated"":""2010-07-22 20:00:20"",""description"":"""",""style"":""Dark American-Belgo-Style Ale"",""category"":""North American Ale""}",1,49,1
+yards_brewing-yards_love_stout,0,0,245751021568,"{""name"":""Yards Love Stout"",""abv"":4.5,""ibu"":0.0,""srm"":0.0,""upc"":0,""type"":""beer"",""brewery_id"":""yards_brewing"",""updated"":""2010-07-22 20:00:20"",""description"":""Straight from the heart of the City of Brotherly Love comes a dark and chocolatey seductive little stout dominated by roasted malt flavor. This is one Philly favorite that won't break your heart and will always love you back."",""style"":""American-Style Stout"",""category"":""North American Ale""}",1,49,1
diff --git a/hyracks/hyracks-dist/pom.xml b/hyracks/hyracks-dist/pom.xml
new file mode 100644
index 0000000..c2cc563
--- /dev/null
+++ b/hyracks/hyracks-dist/pom.xml
@@ -0,0 +1,91 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<parent>
+		<artifactId>hyracks</artifactId>
+		<groupId>org.apache.hyracks</groupId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+
+	<artifactId>hyracks-dist</artifactId>
+	<name>hyracks-dist</name>
+
+	<properties>
+		<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+		<root.dir>${basedir}/../..</root.dir>
+	</properties>
+
+	<build>
+		<plugins>
+			<plugin>
+				<artifactId>maven-resources-plugin</artifactId>
+				<version>2.5</version>
+				<executions>
+					<execution>
+						<id>copy-scripts</id>
+						<phase>package</phase>
+						<goals>
+							<goal>copy-resources</goal>
+						</goals>
+						<configuration>
+							<outputDirectory>target/appassembler/</outputDirectory>
+							<resources>
+								<resource>
+									<directory>src/main/resources</directory>
+								</resource>
+							</resources>
+							<directoryMode>0755</directoryMode>
+						</configuration>
+					</execution>
+				</executions>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-antrun-plugin</artifactId>
+				<version>1.6</version>
+				<executions>
+					<execution>
+						<id>process-test-classes</id>
+						<phase>package</phase>
+						<configuration>
+							<target>
+								<chmod file="target/appassembler/bin/*)" perm="755" />
+							</target>
+						</configuration>
+						<goals>
+							<goal>run</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+</project>
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/getip.sh b/hyracks/hyracks-dist/src/main/resources/bin/getip.sh
new file mode 100755
index 0000000..eb7a2b9
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/getip.sh
@@ -0,0 +1,43 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+#get the OS
+OS_NAME=`uname -a|awk '{print $1}'`
+LINUX_OS='Linux'
+
+if [ $OS_NAME = $LINUX_OS ];
+then
+        #Get IP Address
+        IPADDR=`/sbin/ifconfig eth0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+    	if [ "$IPADDR" = "" ]
+        then
+		IPADDR=`/sbin/ifconfig em1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi 
+	if [ "$IPADDR" = "" ]
+        then
+		IPADDR=`/sbin/ifconfig lo | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi 
+else
+        IPADDR=`/sbin/ifconfig en1 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+	if [ "$IPADDR" = "" ]
+        then
+                IPADDR=`/sbin/ifconfig lo0 | grep "inet " | awk '{print $2}' | cut -f 2 -d ':'`
+        fi
+
+fi
+echo $IPADDR
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startAllNCs.sh b/hyracks/hyracks-dist/src/main/resources/bin/startAllNCs.sh
new file mode 100755
index 0000000..fd733e6
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startAllNCs.sh
@@ -0,0 +1,24 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+PREGELIX_PATH=`pwd`
+
+for i in `cat conf/slaves`
+do
+   ssh $i "cd ${PREGELIX_PATH}; bin/startnc.sh"
+done
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startCluster.sh b/hyracks/hyracks-dist/src/main/resources/bin/startCluster.sh
new file mode 100755
index 0000000..d248d5a
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startCluster.sh
@@ -0,0 +1,21 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+bin/startcc.sh
+sleep 5
+bin/startAllNCs.sh
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startDebugNc.sh b/hyracks/hyracks-dist/src/main/resources/bin/startDebugNc.sh
new file mode 100755
index 0000000..889f0ea
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startDebugNc.sh
@@ -0,0 +1,68 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+hostname
+
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CURRENT_PATH=`pwd`
+CCHOST=`ssh ${CCHOST_NAME} "cd ${CURRENT_PATH}; bin/getip.sh"`
+
+#Import cluster properties
+. conf/cluster.properties
+. conf/debugnc.properties
+
+#Clean up temp dir
+
+rm -rf $NCTMP_DIR2
+mkdir $NCTMP_DIR2
+
+#Clean up log dir
+rm -rf $NCLOGS_DIR2
+mkdir $NCLOGS_DIR2
+
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS2 | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir
+	mkdir $io_dir
+done
+
+#Set JAVA_HOME
+export JAVA_HOME=$JAVA_HOME
+
+#Get OS
+IPADDR=`bin/getip.sh`
+
+#Get node ID
+NODEID=`hostname | cut -d '.' -f 1`
+NODEID=${NODEID}2
+
+#Set JAVA_OPTS
+export JAVA_OPTS=$NCJAVA_OPTS2
+
+cd $HYRACKS_HOME
+HYRACKS_HOME=`pwd`
+
+#Enter the temp dir
+cd $NCTMP_DIR2
+
+#Launch hyracks nc
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS2}" &> $NCLOGS_DIR2/$NODEID.log &
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh b/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh
new file mode 100755
index 0000000..5fa2b86
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startcc.sh
@@ -0,0 +1,49 @@
+#!/bin/bash
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+hostname
+
+#Import cluster properties
+. conf/cluster.properties
+
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CCHOST=`bin/getip.sh`
+
+#Remove the temp dir
+rm -rf $CCTMP_DIR
+mkdir $CCTMP_DIR
+
+#Remove the logs dir
+rm -rf $CCLOGS_DIR
+mkdir $CCLOGS_DIR
+
+#Export JAVA_HOME and JAVA_OPTS
+export JAVA_HOME=$JAVA_HOME
+export JAVA_OPTS=$CCJAVA_OPTS
+
+#Launch hyracks cc script
+chmod -R 755 $HYRACKS_HOME
+if [ -f "conf/topology.xml"  ]; then
+#Launch hyracks cc script with topology
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 -cluster-topology "conf/topology.xml" &> $CCLOGS_DIR/cc.log &
+else
+#Launch hyracks cc script without toplogy
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyrackscc -client-net-ip-address $CCHOST -cluster-net-ip-address $CCHOST -client-net-port $CC_CLIENTPORT -cluster-net-port $CC_CLUSTERPORT -max-heartbeat-lapse-periods 999999 -default-max-job-attempts 0 -job-history-size 0 &> $CCLOGS_DIR/cc.log &
+fi
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh b/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh
new file mode 100755
index 0000000..3f3e438
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/startnc.sh
@@ -0,0 +1,67 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+hostname
+
+MY_NAME=`hostname`
+#Get the IP address of the cc
+CCHOST_NAME=`cat conf/master`
+CURRENT_PATH=`pwd`
+CCHOST=`ssh ${CCHOST_NAME} "cd ${CURRENT_PATH}; bin/getip.sh"`
+
+#Import cluster properties
+. conf/cluster.properties
+
+#Clean up temp dir
+
+rm -rf $NCTMP_DIR
+mkdir $NCTMP_DIR
+
+#Clean up log dir
+rm -rf $NCLOGS_DIR
+mkdir $NCLOGS_DIR
+
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir
+	mkdir $io_dir
+done
+
+#Set JAVA_HOME
+export JAVA_HOME=$JAVA_HOME
+
+IPADDR=`bin/getip.sh`
+#echo $IPADDR
+
+#Get node ID
+NODEID=`hostname | cut -d '.' -f 1`
+
+#Set JAVA_OPTS
+export JAVA_OPTS=$NCJAVA_OPTS
+
+cd $HYRACKS_HOME
+HYRACKS_HOME=`pwd`
+
+#Enter the temp dir
+cd $NCTMP_DIR
+
+#Launch hyracks nc
+$HYRACKS_HOME/hyracks-server/target/appassembler/bin/hyracksnc -cc-host $CCHOST -cc-port $CC_CLUSTERPORT -cluster-net-ip-address $IPADDR  -data-ip-address $IPADDR -result-ip-address $IPADDR -node-id $NODEID -iodevices "${IO_DIRS}" &> $NCLOGS_DIR/$NODEID.log &
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/stopAllNCs.sh b/hyracks/hyracks-dist/src/main/resources/bin/stopAllNCs.sh
new file mode 100755
index 0000000..bb7e1e0
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/stopAllNCs.sh
@@ -0,0 +1,24 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+PREGELIX_PATH=`pwd`
+
+for i in `cat conf/slaves`
+do
+   ssh $i "cd ${PREGELIX_PATH}; bin/stopnc.sh"
+done
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/stopCluster.sh b/hyracks/hyracks-dist/src/main/resources/bin/stopCluster.sh
new file mode 100755
index 0000000..7fd0e33
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/stopCluster.sh
@@ -0,0 +1,21 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+bin/stopAllNCs.sh
+sleep 2
+bin/stopcc.sh
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/stopcc.sh b/hyracks/hyracks-dist/src/main/resources/bin/stopcc.sh
new file mode 100755
index 0000000..ce379d3
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/stopcc.sh
@@ -0,0 +1,28 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+hostname
+. conf/cluster.properties
+
+#Kill process
+PID=`ps -ef|grep ${USER}|grep java|grep hyracks|awk '{print $2}'`
+echo $PID
+kill -9 $PID
+
+#Clean up CC temp dir
+rm -rf $CCTMP_DIR/*
diff --git a/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh b/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh
new file mode 100755
index 0000000..6ecfec1
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/bin/stopnc.sh
@@ -0,0 +1,45 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+hostname
+. conf/cluster.properties
+
+#Kill process
+PID=`ps -ef|grep ${USER}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
+
+if [ "$PID" == "" ]; then
+  PID=`ps -ef|grep ${USER}|grep java|grep 'hyracks'|awk '{print $2}'`
+fi
+
+if [ "$PID" == "" ]; then
+  USERID=`id | sed 's/^uid=//;s/(.*$//'`
+  PID=`ps -ef|grep ${USERID}|grep java|grep 'Dapp.name=hyracksnc'|awk '{print $2}'`
+fi
+
+echo $PID
+kill -9 $PID
+
+#Clean up I/O working dir
+io_dirs=$(echo $IO_DIRS | tr "," "\n")
+for io_dir in $io_dirs
+do
+	rm -rf $io_dir/*
+done
+
+#Clean up NC temp dir
+rm -rf $NCTMP_DIR/*
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/cluster.properties b/hyracks/hyracks-dist/src/main/resources/conf/cluster.properties
new file mode 100755
index 0000000..b3c88ef
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/cluster.properties
@@ -0,0 +1,55 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+#The CC port for Hyracks clients
+CC_CLIENTPORT=3099
+
+#The CC port for Hyracks cluster management
+CC_CLUSTERPORT=1099
+
+#The directory of hyracks binaries
+HYRACKS_HOME=../../../
+
+#The tmp directory for cc to install jars
+CCTMP_DIR=/tmp/t1
+
+#The tmp directory for nc to install jars
+NCTMP_DIR=/tmp/t2
+
+#The directory to put cc logs
+CCLOGS_DIR=$CCTMP_DIR/logs
+
+#The directory to put nc logs
+NCLOGS_DIR=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS="/tmp/t3,/tmp/t4"
+
+#The JAVA_HOME
+JAVA_HOME=$JAVA_HOME
+
+#The frame size of the internal dataflow engine
+FRAME_SIZE=65536
+
+#CC JAVA_OPTS
+CCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7001,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+# Yourkit option: -agentpath:/grid/0/dev/vborkar/tools/yjp-10.0.4/bin/linux-x86-64/libyjpagent.so=port=20001"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS="-Xdebug -Xrunjdwp:transport=dt_socket,address=7002,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/debugnc.properties b/hyracks/hyracks-dist/src/main/resources/conf/debugnc.properties
new file mode 100755
index 0000000..f7a06d5
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/debugnc.properties
@@ -0,0 +1,30 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+#The tmp directory for nc to install jars
+NCTMP_DIR2=/tmp/t-1
+
+#The directory to put nc logs
+NCLOGS_DIR2=$NCTMP_DIR/logs
+
+#Comma separated I/O directories for the spilling of external sort
+IO_DIRS2="/tmp/t-2,/tmp/t-3"
+
+#NC JAVA_OPTS
+NCJAVA_OPTS2="-Xdebug -Xrunjdwp:transport=dt_socket,address=7003,server=y,suspend=n -Xmx1g -Djava.util.logging.config.file=logging.properties"
+
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/master b/hyracks/hyracks-dist/src/main/resources/conf/master
new file mode 100755
index 0000000..2fbb50c
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/master
@@ -0,0 +1 @@
+localhost
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/slaves b/hyracks/hyracks-dist/src/main/resources/conf/slaves
new file mode 100755
index 0000000..2fbb50c
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/slaves
@@ -0,0 +1 @@
+localhost
diff --git a/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml b/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml
new file mode 100755
index 0000000..07edd4e
--- /dev/null
+++ b/hyracks/hyracks-dist/src/main/resources/conf/topology-template.xml
@@ -0,0 +1,26 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<cluster-topology>
+    <network-switch name="Global">
+        <network-switch name="local">
+            <terminal name="127.0.0.1"/>
+        </network-switch>
+    </network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hyracks/hyracks-documentation/pom.xml b/hyracks/hyracks-documentation/pom.xml
new file mode 100644
index 0000000..3210862
--- /dev/null
+++ b/hyracks/hyracks-documentation/pom.xml
@@ -0,0 +1,79 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-documentation</artifactId>
+  <name>hyracks-documentation</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+    	<plugin>
+    		<groupId>org.apache.maven.doxia</groupId>
+    		<artifactId>doxia-maven-plugin</artifactId>
+    		<version>1.1.3</version>
+    		<executions>
+    		  <execution>
+    		    <phase>package</phase>
+    		    <goals>
+    		      <goal>render-books</goal>
+    		    </goals>
+    		  </execution>
+    		</executions>
+    		<configuration>
+    		  <books>
+    		    <book>
+    		      <directory>src/books/user-guide</directory>
+    		      <descriptor>src/books/user-guide/doxia-descriptor.xml</descriptor>
+    		      <formats>
+    		        <format>
+    		          <id>pdf</id>
+    		        </format>
+    		        <format>
+    		          <id>xhtml</id>
+    		        </format>
+    		      </formats>
+    		    </book>
+    		  </books>
+    		</configuration>
+    	</plugin>
+        <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-deploy-plugin</artifactId>
+            <configuration>
+                 <skip>true</skip>
+            </configuration>
+        </plugin>
+    </plugins>
+
+
+  </build>
+  <dependencies>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/doxia-descriptor.xml b/hyracks/hyracks-documentation/src/books/user-guide/doxia-descriptor.xml
new file mode 100644
index 0000000..e2bab67
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/doxia-descriptor.xml
@@ -0,0 +1,75 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<book xmlns="http://maven.apache.org/BOOK/1.0.0"
+ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+ xsi:schemaLocation="http://maven.apache.org/BOOK/1.0.0 ../../../doxia/doxia-book/target/generated-site/xsd/book-1.0.0.xsd">
+  <id>user-guide</id>
+  <title>Hyracks User Guide</title>
+  <chapters>
+    <chapter>
+      <id>introduction</id>
+      <title>Introduction</title>
+      <sections>
+        <section>
+          <id>sec-introduction-whatis</id>
+          <title>What is Hyracks?</title>
+          <file>sec-introduction-whatis.apt</file>
+        </section>
+        <section>
+          <id>sec-introduction-overview</id>
+          <title>Hyracks Overview</title>
+          <file>sec-introduction-overview.apt</file>
+        </section>
+      </sections>
+    </chapter>
+    <chapter>
+      <id>concepts</id>
+      <title>Hyracks Concepts</title>
+      <sections>
+        <section>
+          <id>sec-concepts-terminology</id>
+          <title>Terminology</title>
+          <file>sec-concepts-terminology.apt</file>
+        </section>
+        <section>
+          <id>sec-concepts-applications</id>
+          <title>Hyracks Applications</title>
+          <file>sec-concepts-applications.apt</file>
+        </section>
+      </sections>
+    </chapter>
+    <chapter>
+      <id>hyrackscli</id>
+      <title>Hyracks Command Line Interface</title>
+      <sections>
+        <section>
+          <id>sec-hyrackscli-running</id>
+          <title>Running the Hyracks CLI</title>
+          <file>sec-hyrackscli-running.apt</file>
+        </section>
+        <section>
+          <id>sec-hyrackscli-commands</id>
+          <title>Hyracks CLI Commands</title>
+          <file>sec-hyrackscli-commands.apt</file>
+        </section>
+      </sections>
+    </chapter>
+  </chapters>
+</book>
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-applications.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-applications.apt
new file mode 100644
index 0000000..df771f6
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-applications.apt
@@ -0,0 +1,44 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+Hyracks Applications
+
+  The Hyracks platform provides users the ability to execute jobs on a cluster. Jobs in Hyracks are expressed as a DAG of Operators and Connectors. Prior to being able to execute jobs on a Hyracks cluster, the code that implements the operators and connectors used in the jobs must be installed on the nodes of the cluster. The unit of deployment of code onto the cluster is called an application. Once an application containing the required code is created, multiple jobs can be executed against it until it is destroyed. A Hyracks cluster can have multiple applications installed simultaneously.
+
+* Hyracks Application Archive
+
+  A Hyracks application must be packaged into a Hyracks Application Archive (HAR) file before it can be installed on a Hyracks Cluster. A HAR file is a Zip file that contains all the code that will be executed on the cluster when jobs are issued and any deployment descriptors (discussed below) that are necessary to set up the application correctly.
+
+* HAR File Contents
+
+  A HAR file is a zip file that contains one or more JAR files. The JAR files are appened to the classpath of the application.
+
+* Hyracks Application Startup and Shutdown
+
+  Hyracks provides applications to run code at startup and shutdown. An application can provide the code to be executed at the ClusterController by providing an implementation of the org.apache.hyracks.api.application.ICCBootstrap interface. Similarly, the code to be executed at the NodeControllers can be specified by providing and implementation of the org.apache.hyracks.api.application.INCBootstrap interface. The bootstrap classes implementations of the above interfaces are specified in a deployment descriptor file.
+
+* Hyracks deployment descriptor
+
+  A Hyracks deployment descriptor is a file called hyracks-deployment.properties. This file is made available to Hyracks in the application classpath by packaging it in a JAR file inside the Hyracks Application Archive.
+
+  The Hyracks deployment descriptor currently allows two properties.
+
+  * cc.bootstrap.class: Name of the Bootstrap class to be executed at the Cluster Controller.
+
+  * nc.bootstrap.class: Name of the Bootstrap class to be executed at the Node Controller.
+
+  
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-terminology.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-terminology.apt
new file mode 100644
index 0000000..93b6a4c
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-concepts-terminology.apt
@@ -0,0 +1,32 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+Terminology
+
+  [Operator Descriptor] An Operator Descriptor is a node in a Hyracks Job DAG. An Operator Descriptor has zero or more inputs and produces zero or more outputs.
+
+  [Connector Descriptor] A Connector Descriptor is an edge in a Hyracks Job DAG that connects one Operator Descriptor's output to another's input.
+
+  [Operator Activity] An Operator Activity is a phase of an operator. An operator contains one or more activities. For example, an operator that sorts its input using a bounded amount of memory, does so usually in two distinct phases. The first phase produces sorted runs of its input. Once the runs are generated, the runs are merged to produce the sorted output. Such a sort operator would comprise of two activities -- the Run Generation Activity and the Run Merging Activity.
+
+  [Operator Activity Clone] At runtime, each Operator Activity creates a number of clones that are executed in parallel on partitions of the activity's inputs to produce partitions of its output.
+
+  [Connector Partitioner] At runtime, each Connector Descriptor creates as many partitioners as the number of its data producing activity clones. Each partitioner implements the logic to decide how data produced by the producing activity clone is re-partitioned to the clones of the consuming activity. For example, a hash-partitioning connector's partitioner uses a hash function to determine how each data item is re-distributed to the consuming activity clones.
+
+  [Connector Receiver] A Connector Descriptor's receiving activity's clones receives its input from a Connector Receiver. A Connector Receiver encapsulates the logic to merge data arriving from each of the Connector Partitioners belonging to the same Connector Descriptor.
+
+  [Job Specification] A Hyracks job is represented by an instance of a Job Specification.
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-commands.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-commands.apt
new file mode 100644
index 0000000..7817835
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-commands.apt
@@ -0,0 +1,30 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+Hyracks CLI Commands
+
+  * Connecting to a Hyracks Cluster Controller
+
+    connect to "<hostname>[:<port>]";
+
+  * Creating an application
+
+    create application <application name> "<absolute path to HAR file>";
+
+  * Destroying an application
+
+    destroy application <application name>;
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-running.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-running.apt
new file mode 100644
index 0000000..527a0c9
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-hyrackscli-running.apt
@@ -0,0 +1,26 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+Running Hyracks CLI
+
+  The Hyracks CLI is contained in the hyracks-cli subproject under the Hyracks source tree. The Hyracks CLI binary distribution contains the scripts to start the CLI in the bin folder.
+
+  On a Unix like system, the CLI can be started by running
+    hyracks-cli-xxx-binary-assembly/bin/hyrackscli
+
+  On a Windows system, the CLI is started by running
+    hyracks-cli-xxx-binary-assembly\bin\hyrackscli.bat
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-overview.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-overview.apt
new file mode 100644
index 0000000..4703cc0
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-overview.apt
@@ -0,0 +1,29 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+Hyracks Overview
+
+  Hyracks employs a client-server architecture. On the server side, the software module that is responsible for interacting with clients, keeping track of and dispatching work
+  to other machines in the cluster is called the Hyracks Cluster Controller (CC). There is one CC per logical Hyracks cluster. The module that executes on the worker machine
+  and interacts with the CC to receive work and act on it, is called the Hyracks Node Controller (NC). Every NC in a single Hyracks cluster has a unique logical name. When an
+  NC is started, it is provided the address of the CC whose cluster it must join. Although it is sufficient to run one instance of the NC on a physical machine, it is possible
+  to run multiple instances of NCs (ofcourse each NC has a different logical name) on the same physical machine -- often used for simulating a cluster on a single machine
+  to facilitate testing.
+
+  Hyracks clients interact solely with the CC when submitting their jobs. A Hyracks Job is the unit of work that a client can execute on the Hyracks cluster. A job is expressed
+  as a directed acyclic graph (DAG) of Operators connected to each other by means of Connectors. A more detailed description of jobs, operators, and connectors follows in
+  chapter "Hyracks Concepts".
diff --git a/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-whatis.apt b/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-whatis.apt
new file mode 100644
index 0000000..a98f61b
--- /dev/null
+++ b/hyracks/hyracks-documentation/src/books/user-guide/sec-introduction-whatis.apt
@@ -0,0 +1,20 @@
+ ~~ Licensed to the Apache Software Foundation (ASF) under one
+ ~~ or more contributor license agreements.  See the NOTICE file
+ ~~ distributed with this work for additional information
+ ~~ regarding copyright ownership.  The ASF licenses this file
+ ~~ to you under the Apache License, Version 2.0 (the
+ ~~ "License"); you may not use this file except in compliance
+ ~~ with the License.  You may obtain a copy of the License at
+ ~~
+ ~~   http://www.apache.org/licenses/LICENSE-2.0
+ ~~
+ ~~ Unless required by applicable law or agreed to in writing,
+ ~~ software distributed under the License is distributed on an
+ ~~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ~~ KIND, either express or implied.  See the License for the
+ ~~ specific language governing permissions and limitations
+ ~~ under the License.
+
+What is Hyracks?
+
+  Hyracks is a partitioned-parallel platform for running data-intensive computation on a shared-nothing cluster of commodity machines.
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml b/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
new file mode 100644
index 0000000..d289ad1
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/pom.xml
@@ -0,0 +1,90 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.btree</groupId>
+  <artifactId>btreeclient</artifactId>
+  <name>btreeclient</name>
+  <parent>
+    <groupId>org.apache.hyracks.examples</groupId>
+    <artifactId>btree-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks.examples.btree</groupId>
+  		<artifactId>btreehelper</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.examples.btree.client.BTreeBulkLoadExample</mainClass>
+                  <name>btreebulkload</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+</project>
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..5d1a191
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,54 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+    <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/InsertPipelineExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/InsertPipelineExample.java
new file mode 100644
index 0000000..aa386a8
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/InsertPipelineExample.java
@@ -0,0 +1,209 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.btree.client;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.DataGenOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
+import org.apache.hyracks.examples.btree.helper.StorageManagerInterface;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+// This example will insert tuples into the primary and secondary index using an insert pipeline
+
+public class InsertPipelineExample {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
+        public String ncs;
+
+        @Option(name = "-num-tuples", usage = "Total number of tuples to to be generated for insertion", required = true)
+        public int numTuples;
+
+        @Option(name = "-primary-btreename", usage = "B-Tree file name of primary index", required = true)
+        public String primaryBTreeName;
+
+        @Option(name = "-secondary-btreename", usage = "B-Tree file name of secondary index", required = true)
+        public String secondaryBTreeName;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(options);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(Options options) {
+
+        JobSpecification spec = new JobSpecification(options.frameSize);
+
+        String[] splitNCs = options.ncs.split(",");
+
+        // schema of tuples to be generated: 4 fields with int, string, string,
+        // string
+        // we will use field 2 as primary key to fill a clustered index
+        RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), // this field will
+                                                           // not go into B-Tree
+                new UTF8StringSerializerDeserializer(), // we will use this
+                                                           // as payload
+                IntegerSerializerDeserializer.INSTANCE, // we will use this
+                                                        // field as key
+                IntegerSerializerDeserializer.INSTANCE, // we will use this as
+                                                        // payload
+                new UTF8StringSerializerDeserializer() // we will use this as
+                                                          // payload
+                });
+
+        // generate numRecords records with field 2 being unique, integer values
+        // in [0, 100000], and strings with max length of 10 characters, and
+        // random seed 100
+        DataGenOperatorDescriptor dataGen = new DataGenOperatorDescriptor(spec, recDesc, options.numTuples, 2, 0,
+                100000, 10, 100);
+        // run data generator on first nodecontroller given
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dataGen, splitNCs[0]);
+
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
+        IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
+
+        // prepare insertion into primary index
+        // tuples to be put into B-Tree shall have 4 fields
+        int primaryFieldCount = 4;
+        ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+        primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+
+        // comparator factories for primary index
+        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[1];
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // the B-Tree expects its keyfields to be at the front of its input
+        // tuple
+        int[] primaryFieldPermutation = { 2, 1, 3, 4 }; // map field 2 of input
+                                                        // tuple to field 0 of
+                                                        // B-Tree tuple, etc.
+        IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
+
+        IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+
+        // create operator descriptor
+        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryInsert = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, primaryFieldPermutation, IndexOperation.INSERT,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        JobHelper.createPartitionConstraint(spec, primaryInsert, splitNCs);
+
+        // prepare insertion into secondary index
+        // tuples to be put into B-Tree shall have 2 fields
+        int secondaryFieldCount = 2;
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // comparator factories for secondary index
+        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[2];
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // the B-Tree expects its keyfields to be at the front of its input
+        // tuple
+        int[] secondaryFieldPermutation = { 1, 2 };
+        IFileSplitProvider secondarySplitProvider = JobHelper.createFileSplitProvider(splitNCs,
+                options.secondaryBTreeName);
+        // create operator descriptor
+        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsert = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, secondaryFieldPermutation, IndexOperation.INSERT,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        JobHelper.createPartitionConstraint(spec, secondaryInsert, splitNCs);
+
+        // end the insert pipeline at this sink operator
+        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
+        JobHelper.createPartitionConstraint(spec, nullSink, splitNCs);
+
+        // distribute the records from the datagen via hashing to the bulk load
+        // ops
+        IBinaryHashFunctionFactory[] hashFactories = new IBinaryHashFunctionFactory[1];
+        hashFactories[0] = PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY);
+        IConnectorDescriptor hashConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 }, hashFactories));
+
+        // connect the ops
+
+        spec.connect(hashConn, dataGen, 0, primaryInsert, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryInsert, 0, secondaryInsert, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsert, 0, nullSink, 0);
+
+        spec.addRoot(nullSink);
+
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/JobHelper.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/JobHelper.java
new file mode 100644
index 0000000..a189b40
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/JobHelper.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.btree.client;
+
+import java.io.File;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+
+public class JobHelper {
+    public static IFileSplitProvider createFileSplitProvider(String[] splitNCs, String btreeFileName) {
+        FileSplit[] fileSplits = new FileSplit[splitNCs.length];
+        for (int i = 0; i < splitNCs.length; ++i) {
+            String fileName = btreeFileName + "." + splitNCs[i];
+            fileSplits[i] = new FileSplit(splitNCs[i], new FileReference(new File(fileName)));
+        }
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(fileSplits);
+        return splitProvider;
+    }
+
+    public static void createPartitionConstraint(JobSpecification spec, IOperatorDescriptor op, String[] splitNCs) {
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, op, splitNCs);
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java
new file mode 100644
index 0000000..eaf9109
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexBulkLoadExample.java
@@ -0,0 +1,179 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.client;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.DataGenOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
+import org.apache.hyracks.examples.btree.helper.StorageManagerInterface;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+// This example will load a primary index from randomly generated data
+
+public class PrimaryIndexBulkLoadExample {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
+        public String ncs;
+
+        @Option(name = "-num-tuples", usage = "Total number of tuples to to be generated for loading", required = true)
+        public int numTuples;
+
+        @Option(name = "-btreename", usage = "B-Tree file name", required = true)
+        public String btreeName;
+
+        @Option(name = "-sortbuffer-size", usage = "Sort buffer size in frames (default: 32768)", required = false)
+        public int sbSize = 32768;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(options);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(Options options) {
+
+        JobSpecification spec = new JobSpecification(options.frameSize);
+
+        String[] splitNCs = options.ncs.split(",");
+
+        // schema of tuples to be generated: 5 fields with string, string, int,
+        // int, string
+        // we will use field-index 2 as primary key to fill a clustered index
+        RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), // this field will
+                                                           // not go into B-Tree
+                new UTF8StringSerializerDeserializer(), // we will use this
+                                                           // as payload
+                IntegerSerializerDeserializer.INSTANCE, // we will use this
+                                                        // field as key
+                IntegerSerializerDeserializer.INSTANCE, // we will use this as
+                                                        // payload
+                new UTF8StringSerializerDeserializer() // we will use this as
+                                                          // payload
+                });
+
+        // generate numRecords records with field 2 being unique, integer values
+        // in [0, 100000], and strings with max length of 10 characters, and
+        // random seed 50
+        DataGenOperatorDescriptor dataGen = new DataGenOperatorDescriptor(spec, recDesc, options.numTuples, 2, 0,
+                100000, 10, 50);
+        // run data generator on first nodecontroller given
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, dataGen, splitNCs[0]);
+
+        // sort the tuples as preparation for bulk load
+        // fields to sort on
+        int[] sortFields = { 2 };
+        // comparators for sort fields
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, options.sbSize, sortFields,
+                comparatorFactories, recDesc);
+        JobHelper.createPartitionConstraint(spec, sorter, splitNCs);
+
+        // tuples to be put into B-Tree shall have 4 fields
+        int fieldCount = 4;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+
+        // create providers for B-Tree
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
+        IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
+
+        // the B-Tree expects its keyfields to be at the front of its input
+        // tuple
+        int[] fieldPermutation = { 2, 1, 3, 4 }; // map field 2 of input tuple
+                                                 // to field 0 of B-Tree tuple,
+                                                 // etc.
+        IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.btreeName);
+        IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+        TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, recDesc,
+                storageManager, lcManagerProvider, btreeSplitProvider, typeTraits, comparatorFactories, null,
+                fieldPermutation, 0.7f, false, 1000L, true, dataflowHelperFactory);
+
+        JobHelper.createPartitionConstraint(spec, btreeBulkLoad, splitNCs);
+
+        // distribute the records from the datagen via hashing to the bulk load
+        // ops
+        IBinaryHashFunctionFactory[] hashFactories = new IBinaryHashFunctionFactory[1];
+        hashFactories[0] = PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY);
+        IConnectorDescriptor hashConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 }, hashFactories));
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        JobHelper.createPartitionConstraint(spec, nsOpDesc, splitNCs);
+
+        spec.connect(hashConn, dataGen, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, btreeBulkLoad, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), btreeBulkLoad, 0, nsOpDesc, 0);
+        spec.addRoot(nsOpDesc);
+
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
new file mode 100644
index 0000000..6b22681
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/PrimaryIndexSearchExample.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.client;
+
+import java.io.DataOutput;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.PrinterOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
+import org.apache.hyracks.examples.btree.helper.StorageManagerInterface;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+// This example will perform an ordered scan on the primary index
+// i.e. a range-search for [-infinity, +infinity]
+
+public class PrimaryIndexSearchExample {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
+        public String ncs;
+
+        @Option(name = "-btreename", usage = "B-Tree file name to search", required = true)
+        public String btreeName;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(options);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(Options options) throws HyracksDataException {
+
+        JobSpecification spec = new JobSpecification(options.frameSize);
+
+        String[] splitNCs = options.ncs.split(",");
+
+        int fieldCount = 4;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+
+        // comparators for btree
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[1];
+        comparatorFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // create roviders for B-Tree
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
+        IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
+
+        // schema of tuples coming out of primary index
+        RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(), });
+
+        // build tuple containing low and high search keys
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(comparatorFactories.length * 2); // high
+                                                                                      // key
+                                                                                      // and
+                                                                                      // low
+                                                                                      // key
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        IntegerSerializerDeserializer.INSTANCE.serialize(100, dos); // low key
+        tb.addFieldEndOffset();
+        IntegerSerializerDeserializer.INSTANCE.serialize(200, dos); // build
+                                                                    // high key
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        JobHelper.createPartitionConstraint(spec, keyProviderOp, splitNCs);
+
+        int[] lowKeyFields = { 0 }; // low key is in field 0 of tuples going
+                                    // into search op
+        int[] highKeyFields = { 1 }; // low key is in field 1 of tuples going
+                                     // into search op
+
+        IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.btreeName);
+        IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+        BTreeSearchOperatorDescriptor btreeSearchOp = new BTreeSearchOperatorDescriptor(spec, recDesc, storageManager,
+                lcManagerProvider, btreeSplitProvider, typeTraits, comparatorFactories, null, lowKeyFields,
+                highKeyFields, true, true, dataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        JobHelper.createPartitionConstraint(spec, btreeSearchOp, splitNCs);
+
+        // have each node print the results of its respective B-Tree
+        PrinterOperatorDescriptor printer = new PrinterOperatorDescriptor(spec);
+        JobHelper.createPartitionConstraint(spec, printer, splitNCs);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, btreeSearchOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), btreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java
new file mode 100644
index 0000000..9b85b8b
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexBulkLoadExample.java
@@ -0,0 +1,165 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.client;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
+import org.apache.hyracks.examples.btree.helper.StorageManagerInterface;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexDiskOrderScanOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+// This example will load a secondary index with <key, primary-index key> pairs
+// We require an existing primary index built with PrimaryIndexBulkLoadExample
+
+public class SecondaryIndexBulkLoadExample {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
+        public String ncs;
+
+        @Option(name = "-primary-btreename", usage = "Name of primary-index B-Tree to load from", required = true)
+        public String primaryBTreeName;
+
+        @Option(name = "-secondary-btreename", usage = "B-Tree file name for secondary index to be built", required = true)
+        public String secondaryBTreeName;
+
+        @Option(name = "-sortbuffer-size", usage = "Sort buffer size in frames (default: 32768)", required = false)
+        public int sbSize = 32768;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(options);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(Options options) {
+
+        JobSpecification spec = new JobSpecification(options.frameSize);
+
+        String[] splitNCs = options.ncs.split(",");
+
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
+        IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
+
+        // schema of tuples that we are retrieving from the primary index
+        RecordDescriptor recDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, // we will use this as
+                                                        // payload in secondary
+                                                        // index
+                new UTF8StringSerializerDeserializer(), // we will use this
+                                                           // ask key in
+                                                           // secondary index
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+
+        int primaryFieldCount = 4;
+        ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+        primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+
+        // comparators for sort fields and BTree fields
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[2];
+        comparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        comparatorFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // use a disk-order scan to read primary index
+        IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
+        IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+        TreeIndexDiskOrderScanOperatorDescriptor btreeScanOp = new TreeIndexDiskOrderScanOperatorDescriptor(spec,
+                recDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        JobHelper.createPartitionConstraint(spec, btreeScanOp, splitNCs);
+
+        // sort the tuples as preparation for bulk load into secondary index
+        // fields to sort on
+        int[] sortFields = { 1, 0 };
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, options.sbSize, sortFields,
+                comparatorFactories, recDesc);
+        JobHelper.createPartitionConstraint(spec, sorter, splitNCs);
+
+        // tuples to be put into B-Tree shall have 2 fields
+        int secondaryFieldCount = 2;
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // the B-Tree expects its keyfields to be at the front of its input
+        // tuple
+        int[] fieldPermutation = { 1, 0 };
+        IFileSplitProvider btreeSplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.secondaryBTreeName);
+        TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec, null,
+                storageManager, lcManagerProvider, btreeSplitProvider, secondaryTypeTraits, comparatorFactories, null,
+                fieldPermutation, 0.7f, false, 1000L, true, dataflowHelperFactory);
+        JobHelper.createPartitionConstraint(spec, btreeBulkLoad, splitNCs);
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        JobHelper.createPartitionConstraint(spec, nsOpDesc, splitNCs);
+
+        // connect the ops
+        spec.connect(new OneToOneConnectorDescriptor(spec), btreeScanOp, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, btreeBulkLoad, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), btreeBulkLoad, 0, nsOpDesc, 0);
+        spec.addRoot(nsOpDesc);
+
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
new file mode 100644
index 0000000..94ae0d3
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/java/org/apache/hyracks/examples/btree/client/SecondaryIndexSearchExample.java
@@ -0,0 +1,211 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.client;
+
+import java.io.DataOutput;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.PrinterOperatorDescriptor;
+import org.apache.hyracks.examples.btree.helper.IndexLifecycleManagerProvider;
+import org.apache.hyracks.examples.btree.helper.StorageManagerInterface;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+// This example will perform range search on the secondary index
+// and then retrieve the corresponding source records from the primary index
+
+public class SecondaryIndexSearchExample {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-target-ncs", usage = "Comma separated list of node-controller names to use", required = true)
+        public String ncs;
+
+        @Option(name = "-primary-btreename", usage = "Primary B-Tree file name", required = true)
+        public String primaryBTreeName;
+
+        @Option(name = "-secondary-btreename", usage = "Secondary B-Tree file name to search", required = true)
+        public String secondaryBTreeName;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(options);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job);
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(Options options) throws HyracksDataException {
+
+        JobSpecification spec = new JobSpecification(options.frameSize);
+
+        String[] splitNCs = options.ncs.split(",");
+
+        IIndexLifecycleManagerProvider lcManagerProvider = IndexLifecycleManagerProvider.INSTANCE;
+        IStorageManagerInterface storageManager = StorageManagerInterface.INSTANCE;
+
+        // schema of tuples coming out of secondary index
+        RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+
+        int secondaryFieldCount = 2;
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // comparators for sort fields and BTree fields
+        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[2];
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // comparators for primary index
+        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[1];
+        primaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // schema of tuples coming out of primary index
+        RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer(), });
+
+        int primaryFieldCount = 4;
+        ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+        primaryTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+
+        // comparators for btree, note that we only need a comparator for the
+        // non-unique key
+        // i.e. we will have a range condition on the first field only (implying
+        // [-infinity, +infinity] for the second field)
+        IBinaryComparatorFactory[] searchComparatorFactories = new IBinaryComparatorFactory[1];
+        searchComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // build tuple containing low and high search keys
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(searchComparatorFactories.length * 2); // low
+        // and
+        // high
+        // key
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        new UTF8StringSerializerDeserializer().serialize("0", dos); // low
+                                                                       // key
+        tb.addFieldEndOffset();
+        new UTF8StringSerializerDeserializer().serialize("f", dos); // high
+                                                                       // key
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        JobHelper.createPartitionConstraint(spec, keyProviderOp, splitNCs);
+
+        int[] secondaryLowKeyFields = { 0 }; // low key is in field 0 of tuples
+                                             // going into secondary index
+                                             // search op
+        int[] secondaryHighKeyFields = { 1 }; // high key is in field 1 of
+                                              // tuples going into secondary
+                                              // index search op
+
+        IFileSplitProvider secondarySplitProvider = JobHelper.createFileSplitProvider(splitNCs,
+                options.secondaryBTreeName);
+        IIndexDataflowHelperFactory dataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+        BTreeSearchOperatorDescriptor secondarySearchOp = new BTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                searchComparatorFactories, null, secondaryLowKeyFields, secondaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        JobHelper.createPartitionConstraint(spec, secondarySearchOp, splitNCs);
+
+        // secondary index will output tuples with [UTF8String, Integer]
+        // the Integer field refers to the key in the primary index of the
+        // source data records
+        int[] primaryLowKeyFields = { 1 }; // low key is in field 0 of tuples
+                                           // going into primary index search op
+        int[] primaryHighKeyFields = { 1 }; // high key is in field 1 of tuples
+                                            // going into primary index search
+                                            // op
+
+        IFileSplitProvider primarySplitProvider = JobHelper.createFileSplitProvider(splitNCs, options.primaryBTreeName);
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, dataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        JobHelper.createPartitionConstraint(spec, primarySearchOp, splitNCs);
+
+        // have each node print the results of its respective B-Tree
+        PrinterOperatorDescriptor printer = new PrinterOperatorDescriptor(spec);
+        JobHelper.createPartitionConstraint(spec, printer, splitNCs);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, primarySearchOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/LICENSE b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/LICENSE
new file mode 100644
index 0000000..a6261fd
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/LICENSE
@@ -0,0 +1,801 @@
+
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+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.11.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+      1. DEFINITIONS
+
+      "Contribution" means:
+
+      a) in the case of the initial Contributor, the initial code and
+      documentation distributed under this Agreement, and
+
+      b) in the case of each subsequent Contributor:
+
+      i) changes to the Program, and
+
+      ii) additions to the Program;
+
+      where such changes and/or additions to the Program originate from and are
+      distributed by that particular Contributor. A Contribution 'originates' from a
+      Contributor if it was added to the Program by such Contributor itself or anyone
+      acting on such Contributor's behalf. Contributions do not include additions to
+      the Program which: (i) are separate modules of software distributed in
+      conjunction with the Program under their own license agreement, and (ii) are not
+      derivative works of the Program.
+
+      "Contributor" means any person or entity that distributes the Program.
+
+      "Licensed Patents " mean patent claims licensable by a Contributor which are
+      necessarily infringed by the use or sale of its Contribution alone or when
+      combined with the Program.
+
+      "Program" means the Contributions distributed in accordance with this Agreement.
+
+      "Recipient" means anyone who receives the Program under this Agreement,
+      including all Contributors.
+
+      2. GRANT OF RIGHTS
+
+      a) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free copyright license to
+      reproduce, prepare derivative works of, publicly display, publicly perform,
+      distribute and sublicense the Contribution of such Contributor, if any, and such
+      derivative works, in source code and object code form.
+
+      b) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+      Patents to make, use, sell, offer to sell, import and otherwise transfer the
+      Contribution of such Contributor, if any, in source code and object code form.
+      This patent license shall apply to the combination of the Contribution and the
+      Program if, at the time the Contribution is added by the Contributor, such
+      addition of the Contribution causes such combination to be covered by the
+      Licensed Patents. The patent license shall not apply to any other combinations
+      which include the Contribution. No hardware per se is licensed hereunder.
+
+      c) Recipient understands that although each Contributor grants the licenses
+      to its Contributions set forth herein, no assurances are provided by any
+      Contributor that the Program does not infringe the patent or other intellectual
+      property rights of any other entity. Each Contributor disclaims any liability to
+      Recipient for claims brought by any other entity based on infringement of
+      intellectual property rights or otherwise. As a condition to exercising the
+      rights and licenses granted hereunder, each Recipient hereby assumes sole
+      responsibility to secure any other intellectual property rights needed, if any.
+      For example, if a third party patent license is required to allow Recipient to
+      distribute the Program, it is Recipient's responsibility to acquire that license
+      before distributing the Program.
+
+      d) Each Contributor represents that to its knowledge it has sufficient
+      copyright rights in its Contribution, if any, to grant the copyright license set
+      forth in this Agreement.
+
+      3. REQUIREMENTS
+
+      A Contributor may choose to distribute the Program in object code form under its
+      own license agreement, provided that:
+
+      a) it complies with the terms and conditions of this Agreement; and
+
+      b) its license agreement:
+
+      i) effectively disclaims on behalf of all Contributors all warranties and
+      conditions, express and implied, including warranties or conditions of title and
+      non-infringement, and implied warranties or conditions of merchantability and
+      fitness for a particular purpose;
+
+      ii) effectively excludes on behalf of all Contributors all liability for
+      damages, including direct, indirect, special, incidental and consequential
+      damages, such as lost profits;
+
+      iii) states that any provisions which differ from this Agreement are offered
+      by that Contributor alone and not by any other party; and
+
+      iv) states that source code for the Program is available from such
+      Contributor, and informs licensees how to obtain it in a reasonable manner on or
+      through a medium customarily used for software exchange.
+
+      When the Program is made available in source code form:
+
+      a) it must be made available under this Agreement; and
+
+      b) a copy of this Agreement must be included with each copy of the Program.
+
+      Contributors may not remove or alter any copyright notices contained within the
+      Program.
+
+      Each Contributor must identify itself as the originator of its Contribution, if
+      any, in a manner that reasonably allows subsequent Recipients to identify the
+      originator of the Contribution.
+
+      4. COMMERCIAL DISTRIBUTION
+
+      Commercial distributors of software may accept certain responsibilities with
+      respect to end users, business partners and the like. While this license is
+      intended to facilitate the commercial use of the Program, the Contributor who
+      includes the Program in a commercial product offering should do so in a manner
+      which does not create potential liability for other Contributors. Therefore, if
+      a Contributor includes the Program in a commercial product offering, such
+      Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+      every other Contributor ("Indemnified Contributor") against any losses, damages
+      and costs (collectively "Losses") arising from claims, lawsuits and other legal
+      actions brought by a third party against the Indemnified Contributor to the
+      extent caused by the acts or omissions of such Commercial Contributor in
+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - Mockito 
+     lib/mockito-all-2.0.2-beta.jar
+
+   are available under the MIT License:
+
+   --
+      The MIT License
+
+      Copyright (c) 2007 Mockito contributors
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy
+      of this software and associated documentation files (the "Software"), to deal
+      in the Software without restriction, including without limitation the rights
+      to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the Software is
+      furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in
+      all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+      IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+      FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+      AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+      LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+      OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+      THE SOFTWARE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the BSD License
+
+   --
+    BSD License
+
+    Copyright (c) 2000-2015 www.hamcrest.org
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are met:
+
+    Redistributions of source code must retain the above copyright notice, this list of
+    conditions and the following disclaimer. Redistributions in binary form must reproduce
+    the above copyright notice, this list of conditions and the following disclaimer in
+    the documentation and/or other materials provided with the distribution.
+
+    Neither the name of Hamcrest nor the names of its contributors may be used to endorse
+    or promote products derived from this software without specific prior written
+    permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+    EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+    OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
+    SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
+    INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+    TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+    BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+    CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY
+    WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+    DAMAGE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the BSD License
+
+   --
+    Copyright (c) 2000-2011 INRIA, France Telecom
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions
+    are met:
+
+    1. Redistributions of source code must retain the above copyright
+       notice, this list of conditions and the following disclaimer.
+
+    2. Redistributions in binary form must reproduce the above copyright
+       notice, this list of conditions and the following disclaimer in the
+       documentation and/or other materials provided with the distribution.
+
+    3. Neither the name of the copyright holders nor the names of its
+       contributors may be used to endorse or promote products derived from
+       this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+    IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+    ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+    LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+    CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+    SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+    INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+    CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+    THE POSSIBILITY OF SUCH DAMAGE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the MIT License
+
+   --
+    Copyright (c) 2003-2013, Objenesis Team and all contributors
+
+    Permission is hereby granted, free of charge, to any person obtaining a copy of
+    this software and associated documentation files (the "Software"), to deal in
+    the Software without restriction, including without limitation the rights to
+    use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+    the Software, and to permit persons to whom the Software is furnished to do so,
+    subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included in all
+    copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+    FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+    COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+    IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+    CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
diff --git a/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/NOTICE b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/NOTICE
new file mode 100644
index 0000000..d1eb94b
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeclient/src/main/licenses/NOTICE
@@ -0,0 +1,41 @@
+Apache AsterixDB Hyracks B-Tree Example Client
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/mockito-all-2.0.2-beta.jar
+
+    Mockito license - MIT.
+
+    Libraries used:
+
+    Cglib - Apache License 2.0
+    ASM - BSD license
+
+    Mockito all distribution:
+
+    Objenesis - MIT license
+    Hamcrest - BSD license
+
+ - lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml b/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
new file mode 100644
index 0000000..ae1d946
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/pom.xml
@@ -0,0 +1,73 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.btree</groupId>
+  <artifactId>btreehelper</artifactId>
+  <name>btreehelper</name>
+  <parent>
+    <groupId>org.apache.hyracks.examples</groupId>
+    <artifactId>btree-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-data-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  </dependencies>
+
+  <build>
+    <plugins>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+    </plugins>
+  </build>
+</project>
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/DataGenOperatorDescriptor.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/DataGenOperatorDescriptor.java
new file mode 100644
index 0000000..5ef6417
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/DataGenOperatorDescriptor.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.btree.helper;
+
+import java.io.DataOutput;
+import java.util.HashSet;
+import java.util.Random;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+
+public class DataGenOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private final int numRecords;
+
+    private final int intMinVal;
+    private final int intMaxVal;
+    private final int maxStrLen;
+    private final int uniqueField;
+    private final long randomSeed;
+
+    public DataGenOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor outputRecord, int numRecords,
+            int uniqueField, int intMinVal, int intMaxVal, int maxStrLen, long randomSeed) {
+        super(spec, 0, 1);
+        this.numRecords = numRecords;
+        this.uniqueField = uniqueField;
+        this.intMinVal = intMinVal;
+        this.intMaxVal = intMaxVal;
+        this.maxStrLen = maxStrLen;
+        this.randomSeed = randomSeed;
+        recordDescriptors[0] = outputRecord;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+
+        final FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+        final RecordDescriptor recDesc = recordDescriptors[0];
+        final ArrayTupleBuilder tb = new ArrayTupleBuilder(recDesc.getFields().length);
+        final Random rnd = new Random(randomSeed);
+        final int maxUniqueAttempts = 20;
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+
+            // for quick & dirty exclusion of duplicates
+            // WARNING: could contain numRecord entries and use a lot of memory
+            HashSet<String> stringHs = new HashSet<String>();
+            HashSet<Integer> intHs = new HashSet<Integer>();
+
+            @Override
+            public void initialize() throws HyracksDataException {
+                try {
+                    writer.open();
+                    for (int i = 0; i < numRecords; i++) {
+                        tb.reset();
+                        for (int j = 0; j < recDesc.getFieldCount(); j++) {
+                            genField(tb, j);
+                        }
+
+                        if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                            appender.write(writer, true);
+                            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                                throw new HyracksDataException("Record size (" + tb.getSize()
+                                        + ") larger than frame size (" + appender.getBuffer().capacity() + ")");
+                            }
+                        }
+                    }
+                    appender.write(writer, true);
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw new HyracksDataException(th);
+                } finally {
+                    writer.close();
+                }
+            }
+
+            private void genField(ArrayTupleBuilder tb, int fieldIndex) throws HyracksDataException {
+                DataOutput dos = tb.getDataOutput();
+                if (recDesc.getFields()[fieldIndex] instanceof IntegerSerializerDeserializer) {
+                    int val = -1;
+                    if (fieldIndex == uniqueField) {
+                        int attempt = 0;
+                        while (attempt < maxUniqueAttempts) {
+                            int tmp = Math.abs(rnd.nextInt()) % (intMaxVal - intMinVal) + intMinVal;
+                            if (intHs.contains(tmp))
+                                attempt++;
+                            else {
+                                val = tmp;
+                                intHs.add(val);
+                                break;
+                            }
+                        }
+                        if (attempt == maxUniqueAttempts)
+                            throw new HyracksDataException("MaxUnique attempts reached in datagen");
+                    } else {
+                        val = Math.abs(rnd.nextInt()) % (intMaxVal - intMinVal) + intMinVal;
+                    }
+                    recDesc.getFields()[fieldIndex].serialize(val, dos);
+                    tb.addFieldEndOffset();
+                } else if (recDesc.getFields()[fieldIndex] instanceof UTF8StringSerializerDeserializer) {
+                    String val = null;
+                    if (fieldIndex == uniqueField) {
+                        int attempt = 0;
+                        while (attempt < maxUniqueAttempts) {
+                            String tmp = randomString(maxStrLen, rnd);
+                            if (stringHs.contains(tmp))
+                                attempt++;
+                            else {
+                                val = tmp;
+                                stringHs.add(val);
+                                break;
+                            }
+                        }
+                        if (attempt == maxUniqueAttempts)
+                            throw new HyracksDataException("MaxUnique attempts reached in datagen");
+                    } else {
+                        val = randomString(maxStrLen, rnd);
+                    }
+                    recDesc.getFields()[fieldIndex].serialize(val, dos);
+                    tb.addFieldEndOffset();
+                } else {
+                    throw new HyracksDataException(
+                            "Type unsupported in data generator. Only integers and strings allowed");
+                }
+            }
+
+            private String randomString(int length, Random random) {
+                String s = Long.toHexString(Double.doubleToLongBits(random.nextDouble()));
+                StringBuilder strBuilder = new StringBuilder();
+                for (int i = 0; i < s.length() && i < length; i++) {
+                    strBuilder.append(s.charAt(Math.abs(random.nextInt()) % s.length()));
+                }
+                return strBuilder.toString();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..5228f80
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/IndexLifecycleManagerProvider.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.helper;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+
+public enum IndexLifecycleManagerProvider implements IIndexLifecycleManagerProvider {
+    INSTANCE;
+
+    @Override
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getIndexLifecycleManager();
+    }
+
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/NCApplicationEntryPoint.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/NCApplicationEntryPoint.java
new file mode 100644
index 0000000..66ec854
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/NCApplicationEntryPoint.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.btree.helper;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.application.INCApplicationEntryPoint;
+
+public class NCApplicationEntryPoint implements INCApplicationEntryPoint {
+    @Override
+    public void start(INCApplicationContext ncAppCtx, String[] args) throws Exception {
+        RuntimeContext rCtx = new RuntimeContext(ncAppCtx);
+        ncAppCtx.setApplicationObject(rCtx);
+    }
+
+    @Override
+    public void notifyStartupComplete() throws Exception {
+
+    }
+
+    @Override
+    public void stop() throws Exception {
+
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java
new file mode 100644
index 0000000..2e96527
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/RuntimeContext.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.btree.helper;
+
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.common.dataflow.IndexLifecycleManager;
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.apache.hyracks.storage.common.buffercache.ClockPageReplacementStrategy;
+import org.apache.hyracks.storage.common.buffercache.DelayPageCleanerPolicy;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import org.apache.hyracks.storage.common.buffercache.IPageReplacementStrategy;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepositoryFactory;
+import org.apache.hyracks.storage.common.file.ResourceIdFactory;
+import org.apache.hyracks.storage.common.file.ResourceIdFactoryProvider;
+import org.apache.hyracks.storage.common.file.TransientFileMapManager;
+import org.apache.hyracks.storage.common.file.TransientLocalResourceRepositoryFactory;
+
+public class RuntimeContext {
+    private IBufferCache bufferCache;
+    private IFileMapManager fileMapManager;
+    private ILocalResourceRepository localResourceRepository;
+    private IIndexLifecycleManager lcManager;
+    private ResourceIdFactory resourceIdFactory;
+    private ThreadFactory threadFactory = new ThreadFactory() {
+        public Thread newThread(Runnable r) {
+            return new Thread(r);
+        }
+    };
+
+    public RuntimeContext(INCApplicationContext appCtx) throws HyracksDataException {
+        fileMapManager = new TransientFileMapManager();
+        ICacheMemoryAllocator allocator = new HeapBufferAllocator();
+        IPageReplacementStrategy prs = new ClockPageReplacementStrategy(allocator, 32768, 50);
+        bufferCache = new BufferCache(appCtx.getRootContext().getIOManager(), prs, new DelayPageCleanerPolicy(1000),
+                fileMapManager, 100, threadFactory);
+        ILocalResourceRepositoryFactory localResourceRepositoryFactory = new TransientLocalResourceRepositoryFactory();
+        localResourceRepository = localResourceRepositoryFactory.createRepository();
+        resourceIdFactory = (new ResourceIdFactoryProvider(localResourceRepository)).createResourceIdFactory();
+        lcManager = new IndexLifecycleManager();
+    }
+
+    public void close() throws HyracksDataException {
+        bufferCache.close();
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public IFileMapProvider getFileMapManager() {
+        return fileMapManager;
+    }
+
+    public static RuntimeContext get(IHyracksTaskContext ctx) {
+        return (RuntimeContext) ctx.getJobletContext().getApplicationContext().getApplicationObject();
+    }
+
+    public ILocalResourceRepository getLocalResourceRepository() {
+        return localResourceRepository;
+    }
+
+    public ResourceIdFactory getResourceIdFactory() {
+        return resourceIdFactory;
+    }
+
+    public IIndexLifecycleManager getIndexLifecycleManager() {
+        return lcManager;
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/StorageManagerInterface.java b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/StorageManagerInterface.java
new file mode 100644
index 0000000..7996bb0
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreehelper/src/main/java/org/apache/hyracks/examples/btree/helper/StorageManagerInterface.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.btree.helper;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.ResourceIdFactory;
+
+public class StorageManagerInterface implements IStorageManagerInterface {
+    private static final long serialVersionUID = 1L;
+
+    public static final StorageManagerInterface INSTANCE = new StorageManagerInterface();
+
+    private StorageManagerInterface() {
+    }
+
+    @Override
+    public IBufferCache getBufferCache(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getBufferCache();
+    }
+
+    @Override
+    public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getFileMapManager();
+    }
+
+    @Override
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getLocalResourceRepository();
+    }
+
+    @Override
+    public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+        return RuntimeContext.get(ctx).getResourceIdFactory();
+    }
+}
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml b/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
new file mode 100644
index 0000000..088f506
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/pom.xml
@@ -0,0 +1,97 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.btree</groupId>
+  <artifactId>btreeserver</artifactId>
+  <version>0.2.18-SNAPSHOT</version>
+  <name>btreeserver</name>
+
+  <parent>
+    <groupId>org.apache.hyracks.examples</groupId>
+    <artifactId>btree-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks.examples.btree</groupId>
+  		<artifactId>btreehelper</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..e979674
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+     <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+ </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/LICENSE b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/LICENSE
new file mode 100644
index 0000000..af8d738
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/LICENSE
@@ -0,0 +1,801 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
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+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
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+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
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+
+      "Work" shall mean the work of authorship, whether in Source or
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+      (an example is provided in the Appendix below).
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+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
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+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
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+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
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+      designated in writing by the copyright owner as "Not a Contribution."
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+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
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+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
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+      Work and such Derivative Works in Source or Object form.
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+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
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+      where such license applies only to those patent claims licensable
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+      Contribution(s) alone or by combination of their Contribution(s)
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+      or a Contribution incorporated within the Work constitutes direct
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+      meet the following conditions:
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+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
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+
+      (d) If the Work includes a "NOTICE" text file as part of its
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+          within a display generated by the Derivative Works, if and
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+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
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+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+   ASTERIXDB COMPONENTS:
+
+   AsterixDB includes a number of subcomponents with separate copyright
+   notices and license terms. Your use of the source code for these
+   subcomponents is subject to the terms and condition of the following
+   licenses.
+
+   ===
+
+   Component(s):
+   - Java Servlet API (http://servlet-spec.java.net)
+     lib/javax.servlet-3.0.20100224.jar
+
+
+   are available under the CDDL 1.0
+   --
+      COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+
+      1. Definitions.
+
+      1.1. “Contributor” means each individual or entity that creates or contributes to the creation of Modifications.
+
+      1.2. “Contributor Version” means the combination of the Original Software, prior Modifications used by a Contributor (if any), and the Modifications made by that particular Contributor.
+
+      1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, or (c) the combination of files containing Original Software with files containing Modifications, in each case including portions thereof.
+
+      1.4. “Executable” means the Covered Software in any form other than Source Code.
+
+      1.5. “Initial Developer” means the individual or entity that first makes Original Software available under this License.
+
+      1.6. “Larger Work” means a work which combines Covered Software or portions thereof with code not governed by the terms of this License.
+
+      1.7. “License” means this document.
+
+      1.8. “Licensable” means having the right to grant, to the maximum extent possible, whether at the time of the initial grant or subsequently acquired, any and all of the rights conveyed herein.
+
+      1.9. “Modifications” means the Source Code and Executable form of any of the following:
+
+      A. Any file that results from an addition to, deletion from or modification of the contents of a file containing Original Software or previous Modifications;
+
+      B. Any new file that contains any part of the Original Software or previous Modification; or
+
+      C. Any new file that is contributed or otherwise made available under the terms of this License.
+
+      1.10. “Original Software” means the Source Code and Executable form of computer software code that is originally released under this License.
+
+      1.11. “Patent Claims” means any patent claim(s), now owned or hereafter acquired, including without limitation, method, process, and apparatus claims, in any patent Licensable by grantor.
+
+      1.12. “Source Code” means (a) the common form of computer software code in which modifications are made and (b) associated documentation included in or with such code.
+
+      1.13. “You” (or “Your”) means an individual or a legal entity exercising rights under, and complying with all of the terms of, this License. For legal entities, “You” includes any entity which controls, is controlled by, or is under common control with You. For purposes of this definition, “control” means (a) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (b) ownership of more than fifty percent (50%) of the outstanding shares or beneficial ownership of such entity.
+
+      2. License Grants.
+
+      2.1. The Initial Developer Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, the Initial Developer hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Initial Developer, to use, reproduce, modify, display, perform, sublicense and distribute the Original Software (or portions thereof), with or without Modifications, and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using or selling of Original Software, to make, have made, use, practice, sell, and offer for sale, and/or otherwise dispose of the Original Software (or portions thereof).
+
+      (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date Initial Developer first distributes or otherwise makes the Original Software available to a third party under the terms of this License.
+
+      (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) for code that You delete from the Original Software, or (2) for infringements caused by: (i) the modification of the Original Software, or (ii) the combination of the Original Software with other software or devices.
+
+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.8.1.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+      1. DEFINITIONS
+
+      "Contribution" means:
+
+      a) in the case of the initial Contributor, the initial code and
+      documentation distributed under this Agreement, and
+
+      b) in the case of each subsequent Contributor:
+
+      i) changes to the Program, and
+
+      ii) additions to the Program;
+
+      where such changes and/or additions to the Program originate from and are
+      distributed by that particular Contributor. A Contribution 'originates' from a
+      Contributor if it was added to the Program by such Contributor itself or anyone
+      acting on such Contributor's behalf. Contributions do not include additions to
+      the Program which: (i) are separate modules of software distributed in
+      conjunction with the Program under their own license agreement, and (ii) are not
+      derivative works of the Program.
+
+      "Contributor" means any person or entity that distributes the Program.
+
+      "Licensed Patents " mean patent claims licensable by a Contributor which are
+      necessarily infringed by the use or sale of its Contribution alone or when
+      combined with the Program.
+
+      "Program" means the Contributions distributed in accordance with this Agreement.
+
+      "Recipient" means anyone who receives the Program under this Agreement,
+      including all Contributors.
+
+      2. GRANT OF RIGHTS
+
+      a) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free copyright license to
+      reproduce, prepare derivative works of, publicly display, publicly perform,
+      distribute and sublicense the Contribution of such Contributor, if any, and such
+      derivative works, in source code and object code form.
+
+      b) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+      Patents to make, use, sell, offer to sell, import and otherwise transfer the
+      Contribution of such Contributor, if any, in source code and object code form.
+      This patent license shall apply to the combination of the Contribution and the
+      Program if, at the time the Contribution is added by the Contributor, such
+      addition of the Contribution causes such combination to be covered by the
+      Licensed Patents. The patent license shall not apply to any other combinations
+      which include the Contribution. No hardware per se is licensed hereunder.
+
+      c) Recipient understands that although each Contributor grants the licenses
+      to its Contributions set forth herein, no assurances are provided by any
+      Contributor that the Program does not infringe the patent or other intellectual
+      property rights of any other entity. Each Contributor disclaims any liability to
+      Recipient for claims brought by any other entity based on infringement of
+      intellectual property rights or otherwise. As a condition to exercising the
+      rights and licenses granted hereunder, each Recipient hereby assumes sole
+      responsibility to secure any other intellectual property rights needed, if any.
+      For example, if a third party patent license is required to allow Recipient to
+      distribute the Program, it is Recipient's responsibility to acquire that license
+      before distributing the Program.
+
+      d) Each Contributor represents that to its knowledge it has sufficient
+      copyright rights in its Contribution, if any, to grant the copyright license set
+      forth in this Agreement.
+
+      3. REQUIREMENTS
+
+      A Contributor may choose to distribute the Program in object code form under its
+      own license agreement, provided that:
+
+      a) it complies with the terms and conditions of this Agreement; and
+
+      b) its license agreement:
+
+      i) effectively disclaims on behalf of all Contributors all warranties and
+      conditions, express and implied, including warranties or conditions of title and
+      non-infringement, and implied warranties or conditions of merchantability and
+      fitness for a particular purpose;
+
+      ii) effectively excludes on behalf of all Contributors all liability for
+      damages, including direct, indirect, special, incidental and consequential
+      damages, such as lost profits;
+
+      iii) states that any provisions which differ from this Agreement are offered
+      by that Contributor alone and not by any other party; and
+
+      iv) states that source code for the Program is available from such
+      Contributor, and informs licensees how to obtain it in a reasonable manner on or
+      through a medium customarily used for software exchange.
+
+      When the Program is made available in source code form:
+
+      a) it must be made available under this Agreement; and
+
+      b) a copy of this Agreement must be included with each copy of the Program.
+
+      Contributors may not remove or alter any copyright notices contained within the
+      Program.
+
+      Each Contributor must identify itself as the originator of its Contribution, if
+      any, in a manner that reasonably allows subsequent Recipients to identify the
+      originator of the Contribution.
+
+      4. COMMERCIAL DISTRIBUTION
+
+      Commercial distributors of software may accept certain responsibilities with
+      respect to end users, business partners and the like. While this license is
+      intended to facilitate the commercial use of the Program, the Contributor who
+      includes the Program in a commercial product offering should do so in a manner
+      which does not create potential liability for other Contributors. Therefore, if
+      a Contributor includes the Program in a commercial product offering, such
+      Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+      every other Contributor ("Indemnified Contributor") against any losses, damages
+      and costs (collectively "Losses") arising from claims, lawsuits and other legal
+      actions brought by a third party against the Indemnified Contributor to the
+      extent caused by the acts or omissions of such Commercial Contributor in
+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - Mockito 
+     lib/mockito-all-2.0.2-beta.jar
+
+   are available under the MIT License:
+
+   --
+      The MIT License
+
+      Copyright (c) 2007 Mockito contributors
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy
+      of this software and associated documentation files (the "Software"), to deal
+      in the Software without restriction, including without limitation the rights
+      to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the Software is
+      furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in
+      all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+      IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+      FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+      AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+      LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+      OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+      THE SOFTWARE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the BSD License
+
+   --
+    BSD License
+
+    Copyright (c) 2000-2015 www.hamcrest.org
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions are met:
+
+    Redistributions of source code must retain the above copyright notice, this list of
+    conditions and the following disclaimer. Redistributions in binary form must reproduce
+    the above copyright notice, this list of conditions and the following disclaimer in
+    the documentation and/or other materials provided with the distribution.
+
+    Neither the name of Hamcrest nor the names of its contributors may be used to endorse
+    or promote products derived from this software without specific prior written
+    permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY
+    EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES
+    OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT
+    SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT,
+    INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+    TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR
+    BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+    CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY
+    WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH
+    DAMAGE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the BSD License
+
+   --
+    Copyright (c) 2000-2011 INRIA, France Telecom
+    All rights reserved.
+
+    Redistribution and use in source and binary forms, with or without
+    modification, are permitted provided that the following conditions
+    are met:
+
+    1. Redistributions of source code must retain the above copyright
+       notice, this list of conditions and the following disclaimer.
+
+    2. Redistributions in binary form must reproduce the above copyright
+       notice, this list of conditions and the following disclaimer in the
+       documentation and/or other materials provided with the distribution.
+
+    3. Neither the name of the copyright holders nor the names of its
+       contributors may be used to endorse or promote products derived from
+       this software without specific prior written permission.
+
+    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+    AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+    IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+    ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+    LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+    CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+    SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+    INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+    CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+    ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+    THE POSSIBILITY OF SUCH DAMAGE.
+  --
+
+   ===
+   Component(s):
+   - Mockito
+     lib/mockito-all-2.0.2-beta.jar
+
+   contain components under the MIT License
+
+   --
+    Copyright (c) 2003-2013, Objenesis Team and all contributors
+
+    Permission is hereby granted, free of charge, to any person obtaining a copy of
+    this software and associated documentation files (the "Software"), to deal in
+    the Software without restriction, including without limitation the rights to
+    use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
+    the Software, and to permit persons to whom the Software is furnished to do so,
+    subject to the following conditions:
+
+    The above copyright notice and this permission notice shall be included in all
+    copies or substantial portions of the Software.
+
+    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+    IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
+    FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
+    COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
+    IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
+    CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
diff --git a/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/NOTICE b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/NOTICE
new file mode 100644
index 0000000..7786c08
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/btreeserver/src/main/licenses/NOTICE
@@ -0,0 +1,87 @@
+Apache AsterixDB Hyracks B-Tree Example Server
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+
+ - lib/mockito-all-2.0.2-beta.jar
+
+    Mockito license - MIT.
+
+    Libraries used:
+
+    Cglib - Apache License 2.0
+    ASM - BSD license
+
+    Mockito all distribution:
+
+    Objenesis - MIT license
+    Hamcrest - BSD license
+
+ - lib/wicket-core-1.5.2.jar
+   Apache Wicket
+   Copyright 2006-2011 Apache Software Foundation
+
+   This product includes software from QOS.ch (http://slf4j.org) licensed under the X11 license
+   Copyright (c) 2004-2008 QOS.ch
+
+   Contains Diff library from Mavens JRCS, released under
+   The Apache Software License, Version 1.1.
+   (c) 1999-2003
+
+   org.apache.wicket.markup.html.form.upload.MultiFileUploadField.js is taken from [1]
+   and has the following notice:
+      "Licence:
+       Use this however/wherever you like, just don't blame me if it breaks
+       anything.
+
+       Credit:
+       If you're nice, you'll leave this bit:
+
+       Class by Stickman -- http://www.the-stickman.com
+       with thanks to:
+       [for Safari fixes]
+          Luis Torrefranca -- http://www.law.pitt.edu
+          and
+          Shawn Parker & John Pennypacker -- http://www.fuzzycoconut.com
+       [for duplicate name bug]
+          'neal'"
+   [1]: http://the-stickman.com/web-development/javascript/upload-multiple-files-with-a-single-file-element/
+ - lib/wicket-request-1.5.2.jar
+
+    Wicket Request
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/wicket-util-1.5.2.jar
+
+    Wicket Util
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
+
+- lib/commons-logging-1.1.1..jar
+
+    Commons Logging
+    Copyright 2001-2007 The Apache Software Foundation
+
diff --git a/hyracks/hyracks-examples/btree-example/pom.xml b/hyracks/hyracks-examples/btree-example/pom.xml
new file mode 100644
index 0000000..62f6536
--- /dev/null
+++ b/hyracks/hyracks-examples/btree-example/pom.xml
@@ -0,0 +1,43 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples</groupId>
+  <artifactId>btree-example</artifactId>
+  <packaging>pom</packaging>
+  <name>btree-example</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-examples</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>btreehelper</module>
+    <module>btreeclient</module>
+    <module>btreeserver</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/.gitignore b/hyracks/hyracks-examples/hyracks-integration-tests/.gitignore
new file mode 100644
index 0000000..be303ea
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/.gitignore
@@ -0,0 +1,3 @@
+primary*/
+secondary*/
+inv*/
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/cleanednumbereddblptitles.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/cleanednumbereddblptitles.txt
new file mode 100644
index 0000000..82776fe
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/cleanednumbereddblptitles.txt
@@ -0,0 +1,50 @@
+0|real time active range finder using light intensity modulation
+1|strategies for registering range images from unknown camera positions
+2|high resolution ultrafast 3d imaging
+3|optoelectronic dimensional integral inspection of hollow cylinder type articles for conveyor line
+4|development of a 3d digitizer for breast surgery procedures
+5|automatic reconstruction of large 3d models of real environments from unregistered data sets
+6|three line high power three dimensional sensor
+7|9multispectral pattern projection range finder
+8|high speed three dimensional laser sensor
+9|3d range optical sensor analysis of the measurement errors and development of procedures for their compensation
+10|3d profilometry using a dynamically configurable confocal microscope
+11|examining laser triangulation system performance using a software simulation
+12|effect of sway on image fidelity in whole body digitizing
+13|moly a prototype handheld 3d digitizer with diffraction optics
+14|reconstruction of the surface of the human body from 3d scanner data using 13 splines
+15|reverse engineering using optical 3d sensors
+16|wrapping 3d scanning data
+17|spherical harmonic surface representation with feedback control
+18|efficient free form surface representation with application in orthodontics
+19|real time 3d shape measurement with digital stripe projection by texas instruments micro mirror devices dmd
+20|multiscale analysis of 3d surface image application to clam shell characterization
+21|multiple structured light system for the 3d measurement of feet
+22|pose and motion estimation using dual quaternion based extended kalman filtering
+23|direct estimation of 3d motion parameters and relative depth using the minimum description length principle
+24|depth based selective image reconstruction using spatiotemporal image analysis
+25|toward a handheld laser range scanner integrating observation based motion compensation
+26|slicing, fitting, and linking (sfl) a modular triangulation approach
+27|3d object reconstruction from a sequence of images using voxel coloring
+28|3d profiling by optical demodulation with an image intensifier
+29|restoration of broken earthenware using close range photogrammetry and a cad system
+30|real time 3d reconstruction system using cam based highly parallel processing board
+31|novel fully integrated computer system for custom footwear from 3d digitization to manufacturing
+32|reconstruction of complete 3d object model from multiview range images
+33|color digitizing and modeling of free form 3d objects
+34|object modeling in multiple object 3d scene using deformable simplex meshes
+35|robust 3d reconstruction system for human jaw modeling
+36|acquisition of 3d image representation in multimedia ambiance communication using 3d laser scanner and digital camera
+37|new approach for the modeling and smoothing of scattered 3d data
+38|fast shape from focus using dynamic programming
+39|axi vision camera a three dimensional camera
+40|real time structured light depth extraction
+41|impact of intensity edge map on segmentation of noisy range images
+42|interpolation of ray space data by adaptive filtering
+43|three steps to make shape from shading work consistently on real scenes
+44|robust cooperation concept for low level vision modules
+45|error sensitivity of rotation angles in the icp algorithm
+46|3d surface real time measurement using phase shifted interference fringe technique for craniofacial identification
+47|automated fudicial labeling on human body data
+48|segmenting 3d surface scan data of the human body by 2d projection
+49|extracting surface area coverage by superimposing 3d scan data
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/dblp.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/dblp.txt
new file mode 100755
index 0000000..94ea2ca
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/dblp.txt
@@ -0,0 +1,10 @@
+1:books/acm/kim95/AnnevelinkACFHK95:Object SQL - A Language for the Design and Implementation of Object Databases.:Jurgen Annevelink Rafiul Ahad Amelia Carlson Daniel H. Fishman Michael L. Heytens William Kent:2002-01-03 42-68 1995 Modern Database Systems db/books/collections/kim95.html#AnnevelinkACFHK95
+2:books/acm/kim95/Blakeley95:OQL[C++]  Extending C++ with an Object Query Capability.:José A. Blakeley:2002-01-03 69-88 Modern Database Systems db/books/collections/kim95.html#Blakeley95 1995
+3:books/acm/kim95/BreitbartGS95:Transaction Management in Multidatabase Systems.:Yuri Breitbart Hector Garcia-Molina Abraham Silberschatz:2004-03-08 573-591 Modern Database Systems books/acm/Kim95 db/books/collections/kim95.html#BreitbartGS95 1995
+4:books/acm/kim95/ChristodoulakisK95:Multimedia Information Systems  Issues and Approaches.:Stavros Christodoulakis Leonidas Koveos:2002-01-03 318-337 1995 Modern Database Systems db/books/collections/kim95.html#ChristodoulakisK95
+5:books/acm/kim95/DayalHW95:Active Database Systems.:Umeshwar Dayal Eric N. Hanson Jennifer Widom:2002-01-03 434-456 1995 Modern Database Systems db/books/collections/kim95.html#DayalHW95
+6:books/acm/kim95/DittrichD95:Where Object-Oriented DBMSs Should Do Better  A Critique Based on Early Experiences.:Angelika Kotz Dittrich Klaus R. Dittrich:2002-01-03 238-254 1995 Modern Database Systems db/books/collections/kim95.html#DittrichD95
+7:books/acm/kim95/Garcia-MolinaH95:Distributed Databases.:Hector Garcia-Molina Meichun Hsu:2002-01-03 477-493 1995 Modern Database Systems db/books/collections/kim95.html#Garcia-MolinaH95
+8:books/acm/kim95/Goodman95:An Object-Oriented DBMS War Story  Developing a Genome Mapping Database in C++.:Nathan Goodman:2002-01-03 216-237 1995 Modern Database Systems db/books/collections/kim95.html#Goodman95
+9:books/acm/kim95/Kaiser95:Cooperative Transactions for Multiuser Environments.:Gail E. Kaiser:2002-01-03 409-433 1995 Modern Database Systems db/books/collections/kim95.html#Kaiser95
+10:books/acm/kim95/KelleyGKRG95:Schema Architecture of the UniSQL/M Multidatabase System:William Kelley Sunit K. Gala Won Kim Tom C. Reyes Bruce Graham:2004-03-08 Modern Database Systems books/acm/Kim95 621-648 1995 db/books/collections/kim95.html#KelleyGKRG95
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt
new file mode 100644
index 0000000..e1d423f
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part1.txt
@@ -0,0 +1,557 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |42.3631|-71.065|42.3631|-71.065|
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|42.1091|-70.696|42.1091|-70.696|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|40.8151|-73.0452|40.8151|-73.0452|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|40.8151|-73.0452|40.8151|-73.0452|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|42.2481|-71.174|42.2481|-71.174|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|61.1201|-149.89|61.1201|-149.89|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |61.1501|-149.926|61.1501|-149.926|
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|61.181|-149.814|61.181|-149.814|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|61.1517|-149.86|61.1517|-149.86|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|61.1806|-149.814|61.1806|-149.814|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|61.1806|-149.775|61.1806|-149.775|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|61.1806|-149.775|61.1806|-149.775|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|61.1806|-149.775|61.1806|-149.775|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|61.2113|-149.824|61.2113|-149.824|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|61.1967|-149.877|61.1967|-149.877|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|61.2164|-149.892|61.2164|-149.892|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|61.1571|-149.883|61.1571|-149.883|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|61.2048|-149.834|61.2048|-149.834|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|61.0956|-149.843|61.0956|-149.843|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|61.1491|-149.809|61.1491|-149.809|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|61.1981|-149.871|61.1981|-149.871|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|61.1982|-149.876|61.1982|-149.876|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|61.1924|-149.909|61.1924|-149.909|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|61.2204|-149.728|61.2204|-149.728|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|61.196|-149.864|61.196|-149.864|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|61.1987|-149.889|61.1987|-149.889|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|61.1984|-149.897|61.1984|-149.897|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|61.1897|-149.898|61.1897|-149.898|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|61.1228|-149.81|61.1228|-149.81|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|61.1649|-149.881|61.1649|-149.881|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|61.1934|-149.887|61.1934|-149.887|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |61.2164|-149.892|61.2164|-149.892|
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |61.1932|-149.886|61.1932|-149.886|
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|61.2072|-149.888|61.2072|-149.888|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|61.2125|-149.904|61.2125|-149.904|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|61.2142|-149.806|61.2142|-149.806|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |61.1866|-149.923|61.1866|-149.923|
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|61.1089|-149.857|61.1089|-149.857|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|61.1024|-149.853|61.1024|-149.853|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|61.1891|-149.906|61.1891|-149.906|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|61.1891|-149.906|61.1891|-149.906|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |61.1891|-149.906|61.1891|-149.906|
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|61.1891|-149.906|61.1891|-149.906|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|61.1891|-149.906|61.1891|-149.906|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|61.1891|-149.906|61.1891|-149.906|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|61.1891|-149.906|61.1891|-149.906|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|61.1891|-149.906|61.1891|-149.906|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|61.1891|-149.906|61.1891|-149.906|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|61.1891|-149.906|61.1891|-149.906|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|61.1891|-149.906|61.1891|-149.906|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|61.1891|-149.906|61.1891|-149.906|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|61.1891|-149.906|61.1891|-149.906|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|61.1891|-149.906|61.1891|-149.906|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|61.1891|-149.906|61.1891|-149.906|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|61.1891|-149.906|61.1891|-149.906|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|61.1891|-149.906|61.1891|-149.906|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|61.1891|-149.906|61.1891|-149.906|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|61.1891|-149.906|61.1891|-149.906|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|61.1891|-149.906|61.1891|-149.906|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|61.1891|-149.906|61.1891|-149.906|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|61.1891|-149.906|61.1891|-149.906|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|61.1891|-149.906|61.1891|-149.906|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|61.1891|-149.906|61.1891|-149.906|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|61.1891|-149.906|61.1891|-149.906|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|61.1891|-149.906|61.1891|-149.906|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|61.1891|-149.906|61.1891|-149.906|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|61.1891|-149.906|61.1891|-149.906|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|61.1891|-149.906|61.1891|-149.906|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|61.1891|-149.906|61.1891|-149.906|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|61.1891|-149.906|61.1891|-149.906|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|61.1891|-149.906|61.1891|-149.906|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|61.1891|-149.906|61.1891|-149.906|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|61.1891|-149.906|61.1891|-149.906|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|61.1891|-149.906|61.1891|-149.906|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|64.8541|-147.813|64.8541|-147.813|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|64.8414|-147.606|64.8414|-147.606|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|64.8371|-147.746|64.8371|-147.746|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |64.8151|-147.707|64.8151|-147.707|
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|64.8371|-147.746|64.8371|-147.746|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|64.849|-147.813|64.849|-147.813|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|64.8425|-147.724|64.8425|-147.724|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|64.8425|-147.724|64.8425|-147.724|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|64.849|-147.826|64.849|-147.826|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|64.815|-147.882|64.815|-147.882|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|64.8906|-147.628|64.8906|-147.628|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|64.8276|-147.639|64.8276|-147.639|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |64.8461|-147.813|64.8461|-147.813|
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|64.8281|-147.812|64.8281|-147.812|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|64.8377|-147.718|64.8377|-147.718|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|64.8417|-147.718|64.8417|-147.718|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|64.8145|-147.772|64.8145|-147.772|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |64.8541|-147.813|64.8541|-147.813|
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|64.8169|-147.779|64.8169|-147.779|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|64.8378|-147.71|64.8378|-147.71|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|64.8436|-147.722|64.8436|-147.722|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|64.9401|-147.402|64.9401|-147.402|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|64.8426|-147.719|64.8426|-147.719|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|64.8534|-147.811|64.8534|-147.811|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|64.9341|-147.928|64.9341|-147.928|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|64.8393|-147.72|64.8393|-147.72|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|64.8406|-147.731|64.8406|-147.731|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|64.9281|-147.865|64.9281|-147.865|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|64.8371|-147.716|64.8371|-147.716|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|64.9414|-147.841|64.9414|-147.841|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |64.8363|-147.79|64.8363|-147.79|
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|64.8371|-147.716|64.8371|-147.716|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|64.8591|-147.917|64.8591|-147.917|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|64.8363|-147.79|64.8363|-147.79|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|55.3801|-131.682|55.3801|-131.682|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|55.3073|-131.528|55.3073|-131.528|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|55.3801|-131.682|55.3801|-131.682|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|55.3601|-131.681|55.3601|-131.681|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |55.3279|-131.613|55.3279|-131.613|
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|55.3129|-131.588|55.3129|-131.588|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |55.3801|-131.682|55.3801|-131.682|
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|55.3801|-131.682|55.3801|-131.682|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|55.4299|-131.789|55.4299|-131.789|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|55.3801|-131.682|55.3801|-131.682|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|55.3507|-131.671|55.3507|-131.671|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |55.3801|-131.682|55.3801|-131.682|
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|55.3394|-131.636|55.3394|-131.636|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|55.3801|-131.682|55.3801|-131.682|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|55.3103|-131.582|55.3103|-131.582|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|55.3801|-131.682|55.3801|-131.682|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|55.3801|-131.682|55.3801|-131.682|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|55.3801|-131.682|55.3801|-131.682|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|55.3801|-131.682|55.3801|-131.682|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|55.3801|-131.682|55.3801|-131.682|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|55.3424|-131.634|55.3424|-131.634|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |55.4097|-131.729|55.4097|-131.729|
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|55.3801|-131.682|55.3801|-131.682|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|55.3801|-131.682|55.3801|-131.682|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|55.3462|-131.658|55.3462|-131.658|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|55.3801|-131.682|55.3801|-131.682|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|55.3801|-131.682|55.3801|-131.682|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|55.3801|-131.682|55.3801|-131.682|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|55.3801|-131.682|55.3801|-131.682|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|55.3801|-131.682|55.3801|-131.682|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|55.3801|-131.682|55.3801|-131.682|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|55.3801|-131.682|55.3801|-131.682|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |55.3801|-131.682|55.3801|-131.682|
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |61.5856|-149.316|61.5856|-149.316|
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|61.5781|-149.429|61.5781|-149.429|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|61.6141|-149.457|61.6141|-149.457|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|61.5801|-149.461|61.5801|-149.461|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|61.9071|-150.067|61.9071|-150.067|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|61.5928|-149.392|61.5928|-149.392|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|61.6141|-149.457|61.6141|-149.457|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |61.5792|-149.36|61.5792|-149.36|
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|61.6049|-149.463|61.6049|-149.463|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|61.6099|-149.328|61.6099|-149.328|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|61.5531|-149.651|61.5531|-149.651|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|61.6141|-149.457|61.6141|-149.457|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|61.6141|-149.457|61.6141|-149.457|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|61.5531|-149.651|61.5531|-149.651|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|61.6141|-149.457|61.6141|-149.457|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|61.7321|-150.12|61.7321|-150.12|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|61.6141|-149.457|61.6141|-149.457|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|61.582|-149.441|61.582|-149.441|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|61.5818|-149.44|61.5818|-149.44|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|61.6141|-149.457|61.6141|-149.457|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|61.7321|-150.12|61.7321|-150.12|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |61.6308|-149.415|61.6308|-149.415|
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|61.5801|-149.461|61.5801|-149.461|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|61.5811|-149.444|61.5811|-149.444|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|61.6521|-149.92|61.6521|-149.92|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|61.6141|-149.307|61.6141|-149.307|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |61.6168|-149.328|61.6168|-149.328|
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|61.5714|-149.381|61.5714|-149.381|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|61.6521|-149.92|61.6521|-149.92|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|61.5858|-149.376|61.5858|-149.376|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|61.5822|-149.463|61.5822|-149.463|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|61.5861|-149.303|61.5861|-149.303|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|61.5821|-149.438|61.5821|-149.438|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |61.6281|-149.338|61.6281|-149.338|
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|61.5771|-149.335|61.5771|-149.335|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|61.5917|-149.464|61.5917|-149.464|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|61.1927|-149.86|61.1927|-149.86|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|61.1879|-149.85|61.1879|-149.85|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|61.1814|-149.849|61.1814|-149.849|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|61.2104|-149.892|61.2104|-149.892|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|61.2093|-149.903|61.2093|-149.903|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|61.1481|-149.829|61.1481|-149.829|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|61.2161|-149.876|61.2161|-149.876|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|61.1972|-149.75|61.1972|-149.75|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|61.2066|-149.887|61.2066|-149.887|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|61.2161|-149.876|61.2161|-149.876|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|61.195|-149.834|61.195|-149.834|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|61.2038|-149.808|61.2038|-149.808|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|61.1228|-149.862|61.1228|-149.862|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|61.2005|-149.785|61.2005|-149.785|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|61.181|-149.825|61.181|-149.825|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|61.1867|-149.919|61.1867|-149.919|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|61.1955|-149.911|61.1955|-149.911|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|61.1089|-149.858|61.1089|-149.858|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|61.1805|-149.889|61.1805|-149.889|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|61.1534|-149.985|61.1534|-149.985|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|61.1901|-149.911|61.1901|-149.911|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|61.2122|-149.734|61.2122|-149.734|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|61.1951|-149.906|61.1951|-149.906|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|61.2043|-149.869|61.2043|-149.869|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|61.2036|-149.869|61.2036|-149.869|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|61.1883|-149.886|61.1883|-149.886|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|61.2141|-149.864|61.2141|-149.864|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |61.1955|-149.782|61.1955|-149.782|
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|61.2183|-149.894|61.2183|-149.894|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|61.1417|-149.864|61.1417|-149.864|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|61.1883|-149.883|61.1883|-149.883|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|61.2161|-149.876|61.2161|-149.876|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|61.2193|-149.869|61.2193|-149.869|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|61.2191|-149.888|61.2191|-149.888|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|61.2191|-149.888|61.2191|-149.888|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|61.2191|-149.888|61.2191|-149.888|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|61.2191|-149.888|61.2191|-149.888|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|61.2191|-149.888|61.2191|-149.888|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|61.2191|-149.888|61.2191|-149.888|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|61.2191|-149.888|61.2191|-149.888|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|61.2191|-149.888|61.2191|-149.888|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |61.2191|-149.888|61.2191|-149.888|
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|61.2191|-149.888|61.2191|-149.888|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|61.2191|-149.888|61.2191|-149.888|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|61.2191|-149.888|61.2191|-149.888|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|61.1891|-149.906|61.1891|-149.906|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|61.2191|-149.888|61.2191|-149.888|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |61.2191|-149.888|61.2191|-149.888|
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |61.1101|-149.857|61.1101|-149.857|
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|61.1101|-149.857|61.1101|-149.857|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|61.1101|-149.857|61.1101|-149.857|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |61.1101|-149.857|61.1101|-149.857|
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|61.1101|-149.857|61.1101|-149.857|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|61.1101|-149.857|61.1101|-149.857|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |61.1101|-149.857|61.1101|-149.857|
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|61.1101|-149.857|61.1101|-149.857|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|61.1101|-149.857|61.1101|-149.857|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|61.1101|-149.857|61.1101|-149.857|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|61.1101|-149.857|61.1101|-149.857|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |61.1101|-149.857|61.1101|-149.857|
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|61.1101|-149.857|61.1101|-149.857|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |61.1101|-149.857|61.1101|-149.857|
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|61.1101|-149.857|61.1101|-149.857|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|61.1101|-149.857|61.1101|-149.857|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|61.1101|-149.857|61.1101|-149.857|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|61.1101|-149.857|61.1101|-149.857|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|61.1101|-149.857|61.1101|-149.857|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |64.8591|-147.917|64.8591|-147.917|
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|64.8273|-147.715|64.8273|-147.715|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|64.8281|-147.715|64.8281|-147.715|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|64.8552|-147.763|64.8552|-147.763|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|64.8481|-147.684|64.8481|-147.684|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|64.8522|-147.773|64.8522|-147.773|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|64.8467|-147.703|64.8467|-147.703|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|64.8963|-147.662|64.8963|-147.662|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|64.8372|-147.796|64.8372|-147.796|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|64.8312|-147.716|64.8312|-147.716|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|64.811|-147.71|64.811|-147.71|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|64.8971|-147.663|64.8971|-147.663|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|64.85|-147.699|64.85|-147.699|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|64.8389|-147.743|64.8389|-147.743|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|64.781|-148|64.781|-148|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|64.8377|-147.718|64.8377|-147.718|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|64.8248|-147.886|64.8248|-147.886|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |64.818|-147.679|64.818|-147.679|
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|64.8271|-147.79|64.8271|-147.79|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|64.8451|-147.812|64.8451|-147.812|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|64.8311|-147.729|64.8311|-147.729|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|64.8454|-147.855|64.8454|-147.855|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|64.8302|-147.744|64.8302|-147.744|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |64.8113|-147.91|64.8113|-147.91|
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|64.8271|-147.789|64.8271|-147.789|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |64.8451|-147.698|64.8451|-147.698|
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|64.8586|-147.69|64.8586|-147.69|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |64.8507|-147.702|64.8507|-147.702|
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|64.8371|-147.716|64.8371|-147.716|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |64.8449|-147.743|64.8449|-147.743|
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|64.8475|-147.706|64.8475|-147.706|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|64.8452|-147.714|64.8452|-147.714|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|64.8125|-147.787|64.8125|-147.787|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|55.3801|-131.682|55.3801|-131.682|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|55.3801|-131.682|55.3801|-131.682|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|55.3801|-131.682|55.3801|-131.682|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|55.3801|-131.682|55.3801|-131.682|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|55.3801|-131.682|55.3801|-131.682|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|55.3801|-131.682|55.3801|-131.682|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|55.3599|-131.687|55.3599|-131.687|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|55.4381|-131.803|55.4381|-131.803|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|55.3751|-131.718|55.3751|-131.718|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|55.3421|-131.641|55.3421|-131.641|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|55.3408|-131.64|55.3408|-131.64|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|55.2978|-131.534|55.2978|-131.534|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|55.3801|-131.682|55.3801|-131.682|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|55.3801|-131.682|55.3801|-131.682|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|55.3421|-131.622|55.3421|-131.622|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|55.3801|-131.682|55.3801|-131.682|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|55.3801|-131.682|55.3801|-131.682|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|55.3801|-131.682|55.3801|-131.682|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|55.3267|-131.523|55.3267|-131.523|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|55.3522|-131.685|55.3522|-131.685|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|55.5351|-133.014|55.5351|-133.014|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|55.5351|-133.014|55.5351|-133.014|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|55.5351|-133.014|55.5351|-133.014|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|55.5351|-133.014|55.5351|-133.014|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |55.5351|-133.014|55.5351|-133.014|
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|55.4691|-132.855|55.4691|-132.855|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|55.5511|-133.081|55.5511|-133.081|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|55.5351|-133.014|55.5351|-133.014|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|55.5531|-133.097|55.5531|-133.097|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|55.5351|-133.014|55.5351|-133.014|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|55.4726|-131.793|55.4726|-131.793|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|55.3801|-131.682|55.3801|-131.682|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|55.3801|-131.682|55.3801|-131.682|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|55.3801|-131.682|55.3801|-131.682|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|61.5745|-149.562|61.5745|-149.562|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|61.7321|-150.12|61.7321|-150.12|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|61.5421|-149.419|61.5421|-149.419|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|61.5722|-149.702|61.5722|-149.702|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|61.5743|-149.405|61.5743|-149.405|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|61.578|-149.441|61.578|-149.441|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|61.5826|-149.427|61.5826|-149.427|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|61.5586|-149.351|61.5586|-149.351|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|61.5844|-149.442|61.5844|-149.442|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |61.5817|-149.472|61.5817|-149.472|
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|61.6141|-149.457|61.6141|-149.457|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|61.5761|-149.602|61.5761|-149.602|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|61.6141|-149.457|61.6141|-149.457|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|61.58|-149.434|61.58|-149.434|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|61.6002|-149.429|61.6002|-149.429|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|61.569|-149.347|61.569|-149.347|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|61.5812|-149.448|61.5812|-149.448|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|61.6141|-149.457|61.6141|-149.457|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|61.6141|-149.457|61.6141|-149.457|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|61.6141|-149.457|61.6141|-149.457|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|61.5969|-149.367|61.5969|-149.367|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|61.58|-149.4|61.58|-149.4|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|61.5848|-149.445|61.5848|-149.445|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|61.5811|-149.444|61.5811|-149.444|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |61.5733|-149.389|61.5733|-149.389|
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|61.6141|-149.457|61.6141|-149.457|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|61.5952|-149.436|61.5952|-149.436|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|61.5421|-149.419|61.5421|-149.419|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|61.5783|-149.362|61.5783|-149.362|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|61.7321|-150.12|61.7321|-150.12|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|61.5691|-149.328|61.5691|-149.328|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|61.6141|-149.457|61.6141|-149.457|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|61.5819|-149.3|61.5819|-149.3|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|61.6431|-149.289|61.6431|-149.289|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|61.6431|-149.292|61.6431|-149.292|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|61.6228|-149.313|61.6228|-149.313|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|61.2125|-149.894|61.2125|-149.894|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|61.1879|-149.886|61.1879|-149.886|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|61.1594|-149.835|61.1594|-149.835|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|61.2123|-149.854|61.2123|-149.854|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|61.1951|-149.945|61.1951|-149.945|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|61.2138|-149.856|61.2138|-149.856|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|61.1255|-149.864|61.1255|-149.864|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|61.2066|-149.808|61.2066|-149.808|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|61.2138|-149.896|61.2138|-149.896|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|61.2161|-149.876|61.2161|-149.876|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|61.1594|-149.888|61.1594|-149.888|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|61.1806|-149.775|61.1806|-149.775|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|61.1101|-149.857|61.1101|-149.857|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|61.1541|-149.958|61.1541|-149.958|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|61.1268|-149.947|61.1268|-149.947|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|61.0931|-149.785|61.0931|-149.785|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|61.1901|-149.892|61.1901|-149.892|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |61.2183|-149.889|61.2183|-149.889|
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |61.2164|-149.882|61.2164|-149.882|
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|61.2161|-149.876|61.2161|-149.876|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|61.219|-149.792|61.219|-149.792|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|61.2188|-149.892|61.2188|-149.892|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |61.2143|-149.837|61.2143|-149.837|
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|61.1608|-149.835|61.1608|-149.835|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|61.1886|-149.944|61.1886|-149.944|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|61.1201|-149.89|61.1201|-149.89|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|61.1201|-149.89|61.1201|-149.89|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|61.1585|-149.872|61.1585|-149.872|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|61.195|-149.892|61.195|-149.892|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |61.0895|-149.694|61.0895|-149.694|
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |61.2201|-149.831|61.2201|-149.831|
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|61.1663|-149.867|61.1663|-149.867|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|61.2138|-149.906|61.2138|-149.906|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|61.2193|-149.902|61.2193|-149.902|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|61.1201|-149.89|61.1201|-149.89|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|61.1601|-149.984|61.1601|-149.984|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|61.1101|-149.857|61.1101|-149.857|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |61.1101|-149.857|61.1101|-149.857|
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|61.1101|-149.857|61.1101|-149.857|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|61.1101|-149.857|61.1101|-149.857|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|61.1101|-149.857|61.1101|-149.857|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|61.1101|-149.857|61.1101|-149.857|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|61.1101|-149.857|61.1101|-149.857|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|61.1101|-149.857|61.1101|-149.857|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |61.1101|-149.857|61.1101|-149.857|
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|61.1101|-149.857|61.1101|-149.857|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|61.1101|-149.857|61.1101|-149.857|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|61.1101|-149.857|61.1101|-149.857|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|61.1101|-149.857|61.1101|-149.857|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|61.1101|-149.857|61.1101|-149.857|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |61.1101|-149.857|61.1101|-149.857|
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|61.1101|-149.857|61.1101|-149.857|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|61.1101|-149.857|61.1101|-149.857|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|61.1101|-149.857|61.1101|-149.857|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|61.1101|-149.857|61.1101|-149.857|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|61.1101|-149.857|61.1101|-149.857|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |61.1101|-149.857|61.1101|-149.857|
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |61.1101|-149.857|61.1101|-149.857|
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|61.1101|-149.857|61.1101|-149.857|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |61.1101|-149.857|61.1101|-149.857|
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|61.1101|-149.857|61.1101|-149.857|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|61.1101|-149.857|61.1101|-149.857|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|61.1101|-149.857|61.1101|-149.857|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |61.1101|-149.857|61.1101|-149.857|
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|61.1101|-149.857|61.1101|-149.857|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |61.1101|-149.857|61.1101|-149.857|
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|61.1101|-149.857|61.1101|-149.857|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|61.1101|-149.857|61.1101|-149.857|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|61.1101|-149.857|61.1101|-149.857|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|61.1101|-149.857|61.1101|-149.857|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |61.1101|-149.857|61.1101|-149.857|
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|64.8459|-147.759|64.8459|-147.759|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|64.8426|-147.725|64.8426|-147.725|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|64.9401|-147.402|64.9401|-147.402|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|64.9401|-147.402|64.9401|-147.402|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |64.8331|-147.647|64.8331|-147.647|
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|64.8371|-147.716|64.8371|-147.716|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|64.8574|-147.759|64.8574|-147.759|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|64.836|-147.727|64.836|-147.727|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|64.8132|-147.76|64.8132|-147.76|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|64.8451|-147.96|64.8451|-147.96|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|64.8891|-147.851|64.8891|-147.851|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|64.8151|-147.707|64.8151|-147.707|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|64.8363|-147.803|64.8363|-147.803|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|64.8298|-147.611|64.8298|-147.611|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|64.8989|-147.701|64.8989|-147.701|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|64.8371|-147.716|64.8371|-147.716|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|64.8147|-147.706|64.8147|-147.706|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|64.8451|-147.812|64.8451|-147.812|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|64.8386|-147.788|64.8386|-147.788|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|64.8372|-147.768|64.8372|-147.768|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|64.8151|-147.707|64.8151|-147.707|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|64.843|-147.722|64.843|-147.722|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|64.8426|-147.725|64.8426|-147.725|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|64.8615|-147.723|64.8615|-147.723|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |64.8694|-147.067|64.8694|-147.067|
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|64.8404|-147.724|64.8404|-147.724|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|64.9686|-147.577|64.9686|-147.577|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|64.8497|-147.732|64.8497|-147.732|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|64.8861|-147.587|64.8861|-147.587|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|64.8508|-147.703|64.8508|-147.703|
+1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|64.841|-147.72|64.841|-147.72|
+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|64.8375|-147.721|64.8375|-147.721|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|64.849|-147.813|64.849|-147.813|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|55.3801|-131.682|55.3801|-131.682|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|55.3801|-131.682|55.3801|-131.682|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|55.3603|-131.702|55.3603|-131.702|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|55.7511|-132.865|55.7511|-132.865|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|55.7511|-132.865|55.7511|-132.865|
+1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|60.3311|-151.284|60.3311|-151.284|
+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|60.3311|-151.284|60.3311|-151.284|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|60.3311|-151.284|60.3311|-151.284|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|60.4341|-151.283|60.4341|-151.283|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|60.3311|-151.284|60.3311|-151.284|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|60.3311|-151.284|60.3311|-151.284|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |60.3311|-151.284|60.3311|-151.284|
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|60.3311|-151.284|60.3311|-151.284|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|60.3311|-151.284|60.3311|-151.284|
+1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|60.4311|-151.286|60.4311|-151.286|
+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|60.3311|-151.284|60.3311|-151.284|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |60.3311|-151.284|60.3311|-151.284|
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|60.3311|-151.284|60.3311|-151.284|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|60.3311|-151.284|60.3311|-151.284|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |60.3191|-151.296|60.3191|-151.296|
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|60.3311|-151.284|60.3311|-151.284|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|60.3311|-151.284|60.3311|-151.284|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|60.3311|-151.284|60.3311|-151.284|
+1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|60.5563|-151.241|60.5563|-151.241|
+1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|60.6331|-151.163|60.6331|-151.163|
+1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|60.6331|-151.163|60.6331|-151.163|
+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|60.6331|-151.163|60.6331|-151.163|
+1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|60.6331|-151.163|60.6331|-151.163|
+1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|60.5551|-151.245|60.5551|-151.245|
+1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |60.6331|-151.163|60.6331|-151.163|
+1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|60.5506|-151.141|60.5506|-151.141|
+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |60.5681|-151.281|60.5681|-151.281|
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|60.5465|-151.147|60.5465|-151.147|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |60.6331|-151.163|60.6331|-151.163|
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |60.5578|-151.116|60.5578|-151.116|
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|61.6182|-149.385|61.6182|-149.385|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |61.6141|-149.457|61.6141|-149.457|
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |61.5765|-149.407|61.5765|-149.407|
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|61.6091|-149.77|61.6091|-149.77|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |61.5821|-149.438|61.5821|-149.438|
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|61.6183|-149.373|61.6183|-149.373|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |61.6131|-149.403|61.6131|-149.403|
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|61.6352|-149.265|61.6352|-149.265|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|61.5751|-149.645|61.5751|-149.645|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|61.6168|-149.374|61.6168|-149.374|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|61.5939|-149.43|61.5939|-149.43|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|61.5792|-149.495|61.5792|-149.495|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |61.6141|-149.457|61.6141|-149.457|
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|61.5829|-149.448|61.5829|-149.448|
+1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|61.5938|-149.387|61.5938|-149.387|
+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|61.5849|-149.38|61.5849|-149.38|
+1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|61.5729|-149.389|61.5729|-149.389|
+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|61.5823|-149.462|61.5823|-149.462|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|61.57|-149.331|61.57|-149.331|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|61.5821|-149.438|61.5821|-149.438|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|61.6141|-149.457|61.6141|-149.457|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|61.6115|-149.331|61.6115|-149.331|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|61.6091|-149.77|61.6091|-149.77|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|61.6141|-149.457|61.6141|-149.457|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|61.5826|-149.427|61.5826|-149.427|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|61.5976|-149.366|61.5976|-149.366|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|61.5976|-149.366|61.5976|-149.366|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|61.5531|-149.651|61.5531|-149.651|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|61.5531|-149.651|61.5531|-149.651|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|61.5883|-149.456|61.5883|-149.456|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|61.6249|-149.435|61.6249|-149.435|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|61.6141|-149.457|61.6141|-149.457|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|61.5709|-149.452|61.5709|-149.452|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|61.6651|-149.465|61.6651|-149.465|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|61.5841|-149.441|61.5841|-149.441|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|61.1571|-149.883|61.1571|-149.883|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|61.2198|-149.733|61.2198|-149.733|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|61.1863|-149.976|61.1863|-149.976|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|61.2161|-149.876|61.2161|-149.876|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|61.2031|-149.749|61.2031|-149.749|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|61.1644|-149.897|61.1644|-149.897|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|61.1834|-149.866|61.1834|-149.866|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|61.1731|-149.889|61.1731|-149.889|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |61.1089|-149.854|61.1089|-149.854|
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|61.1951|-149.916|61.1951|-149.916|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|61.2157|-149.821|61.2157|-149.821|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|61.1372|-149.954|61.1372|-149.954|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|61.1955|-149.737|61.1955|-149.737|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|61.1444|-149.867|61.1444|-149.867|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|61.2178|-149.882|61.2178|-149.882|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|61.1824|-149.849|61.1824|-149.849|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|61.2161|-149.876|61.2161|-149.876|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|61.2022|-149.84|61.2022|-149.84|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|61.2099|-149.762|61.2099|-149.762|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|61.1951|-149.84|61.1951|-149.84|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|61.1069|-149.859|61.1069|-149.859|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|61.1635|-149.881|61.1635|-149.881|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|61.1201|-149.89|61.1201|-149.89|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|61.1902|-149.908|61.1902|-149.908|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|61.2104|-149.857|61.2104|-149.857|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|61.1771|-149.97|61.1771|-149.97|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|61.1859|-149.976|61.1859|-149.976|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|61.2171|-149.9|61.2171|-149.9|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|61.1162|-149.755|61.1162|-149.755|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|61.1381|-149.844|61.1381|-149.844|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|61.1775|-149.941|61.1775|-149.941|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|61.1938|-149.878|61.1938|-149.878|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|61.1571|-149.883|61.1571|-149.883|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|61.1541|-149.958|61.1541|-149.958|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|61.135|-149.88|61.135|-149.88|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|61.1101|-149.857|61.1101|-149.857|
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt
new file mode 100644
index 0000000..afbd373
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/orders-with-locations-part2.txt
@@ -0,0 +1,193 @@
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|61.1101|-149.857|61.1101|-149.857|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|61.1101|-149.857|61.1101|-149.857|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |61.1101|-149.857|61.1101|-149.857|
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|61.1101|-149.857|61.1101|-149.857|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|61.1101|-149.857|61.1101|-149.857|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|61.1101|-149.857|61.1101|-149.857|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |61.1101|-149.857|61.1101|-149.857|
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|61.1101|-149.857|61.1101|-149.857|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |61.1101|-149.857|61.1101|-149.857|
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|61.1101|-149.857|61.1101|-149.857|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|61.1101|-149.857|61.1101|-149.857|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|61.1101|-149.857|61.1101|-149.857|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|61.1101|-149.857|61.1101|-149.857|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|61.1101|-149.857|61.1101|-149.857|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|61.1101|-149.857|61.1101|-149.857|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|61.1101|-149.857|61.1101|-149.857|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|61.1101|-149.857|61.1101|-149.857|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|61.2141|-149.864|61.2141|-149.864|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|61.2171|-149.9|61.2171|-149.9|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|61.2171|-149.9|61.2171|-149.9|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|61.2171|-149.9|61.2171|-149.9|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|61.2171|-149.9|61.2171|-149.9|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|61.2171|-149.9|61.2171|-149.9|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|61.2171|-149.9|61.2171|-149.9|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|61.2171|-149.9|61.2171|-149.9|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|61.2171|-149.9|61.2171|-149.9|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|61.2171|-149.9|61.2171|-149.9|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|61.2171|-149.9|61.2171|-149.9|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|61.2171|-149.9|61.2171|-149.9|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |61.2171|-149.9|61.2171|-149.9|
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |61.2171|-149.9|61.2171|-149.9|
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|61.2171|-149.9|61.2171|-149.9|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|61.2171|-149.9|61.2171|-149.9|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|64.8487|-147.704|64.8487|-147.704|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |64.8486|-147.705|64.8486|-147.705|
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |64.8087|-147.71|64.8087|-147.71|
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|64.8363|-147.758|64.8363|-147.758|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|64.8476|-147.704|64.8476|-147.704|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|64.8302|-147.744|64.8302|-147.744|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|64.8476|-147.812|64.8476|-147.812|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|64.8144|-147.756|64.8144|-147.756|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |64.8183|-147.778|64.8183|-147.778|
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|64.8494|-147.818|64.8494|-147.818|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |64.849|-147.822|64.849|-147.822|
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|64.8367|-147.716|64.8367|-147.716|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |64.8127|-147.772|64.8127|-147.772|
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|64.8143|-147.751|64.8143|-147.751|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|64.842|-147.721|64.842|-147.721|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|64.8403|-147.714|64.8403|-147.714|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|64.8371|-147.881|64.8371|-147.881|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|64.8151|-147.707|64.8151|-147.707|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|64.8151|-147.707|64.8151|-147.707|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|64.8541|-147.81|64.8541|-147.81|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|64.8878|-147.496|64.8878|-147.496|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|64.8299|-147.728|64.8299|-147.728|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|64.8132|-147.762|64.8132|-147.762|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |64.8372|-147.713|64.8372|-147.713|
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|64.7927|-148.036|64.7927|-148.036|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|64.8717|-147.819|64.8717|-147.819|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|64.8527|-147.686|64.8527|-147.686|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|64.8371|-147.811|64.8371|-147.811|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|64.846|-147.705|64.846|-147.705|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|64.9064|-147.726|64.9064|-147.726|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|64.9347|-147.56|64.9347|-147.56|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|64.8861|-147.677|64.8861|-147.677|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|64.8302|-147.744|64.8302|-147.744|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|60.6673|-151.311|60.6673|-151.311|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|60.6997|-151.38|60.6997|-151.38|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |60.5658|-151.244|60.5658|-151.244|
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|60.6331|-151.163|60.6331|-151.163|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|60.6331|-151.163|60.6331|-151.163|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|60.6331|-151.163|60.6331|-151.163|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|60.6201|-151.332|60.6201|-151.332|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|60.5004|-151.276|60.5004|-151.276|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|60.6331|-151.163|60.6331|-151.163|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |60.6331|-151.163|60.6331|-151.163|
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|60.6901|-151.321|60.6901|-151.321|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|60.6676|-151.29|60.6676|-151.29|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|60.6331|-151.163|60.6331|-151.163|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|60.5632|-151.266|60.5632|-151.266|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|60.6331|-151.163|60.6331|-151.163|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|60.6331|-151.163|60.6331|-151.163|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|60.6509|-151.342|60.6509|-151.342|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |60.5601|-151.107|60.5601|-151.107|
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|60.5123|-151.275|60.5123|-151.275|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|60.6076|-151.325|60.6076|-151.325|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|60.6331|-151.163|60.6331|-151.163|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|60.5175|-151.235|60.5175|-151.235|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|60.5535|-151.108|60.5535|-151.108|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|60.5614|-151.275|60.5614|-151.275|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|60.5647|-151.195|60.5647|-151.195|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|60.6331|-151.163|60.6331|-151.163|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|60.6331|-151.163|60.6331|-151.163|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |60.6331|-151.163|60.6331|-151.163|
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|60.6331|-151.163|60.6331|-151.163|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|60.6331|-151.163|60.6331|-151.163|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |60.6678|-151.31|60.6678|-151.31|
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|60.5003|-151.276|60.5003|-151.276|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|60.6331|-151.163|60.6331|-151.163|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |61.5855|-149.326|61.5855|-149.326|
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |61.5979|-149.437|61.5979|-149.437|
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|61.6141|-149.457|61.6141|-149.457|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|61.5799|-149.461|61.5799|-149.461|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|61.5845|-149.337|61.5845|-149.337|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|61.5351|-149.558|61.5351|-149.558|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |61.5811|-149.45|61.5811|-149.45|
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|61.5793|-149.442|61.5793|-149.442|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|61.5661|-149.313|61.5661|-149.313|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |61.6141|-149.457|61.6141|-149.457|
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |61.5786|-149.332|61.5786|-149.332|
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|61.5811|-149.45|61.5811|-149.45|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|61.5825|-149.429|61.5825|-149.429|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|61.6141|-149.457|61.6141|-149.457|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|61.5531|-149.651|61.5531|-149.651|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|61.5531|-149.651|61.5531|-149.651|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|61.5698|-149.62|61.5698|-149.62|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |61.6141|-149.457|61.6141|-149.457|
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|61.5474|-149.458|61.5474|-149.458|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|61.5825|-149.429|61.5825|-149.429|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|61.5955|-149.423|61.5955|-149.423|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|61.5801|-149.461|61.5801|-149.461|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|61.5785|-149.415|61.5785|-149.415|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|61.6402|-149.34|61.6402|-149.34|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|61.583|-149.457|61.583|-149.457|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|61.5907|-149.295|61.5907|-149.295|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|61.6141|-149.457|61.6141|-149.457|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |61.5933|-149.397|61.5933|-149.397|
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|61.6091|-149.77|61.6091|-149.77|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|61.577|-149.411|61.577|-149.411|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|61.6078|-149.322|61.6078|-149.322|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|61.6131|-149.397|61.6131|-149.397|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|61.6648|-149.372|61.6648|-149.372|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |61.5531|-149.651|61.5531|-149.651|
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|61.5811|-149.45|61.5811|-149.45|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|61.583|-149.457|61.583|-149.457|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|61.1955|-149.9|61.1955|-149.9|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |61.1844|-149.897|61.1844|-149.897|
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|61.1901|-149.892|61.1901|-149.892|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|61.1444|-149.867|61.1444|-149.867|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|61.1955|-149.9|61.1955|-149.9|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|61.1893|-149.887|61.1893|-149.887|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |61.2174|-149.888|61.2174|-149.888|
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|61.2227|-149.842|61.2227|-149.842|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|61.1263|-149.872|61.1263|-149.872|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |61.1138|-149.866|61.1138|-149.866|
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|61.2157|-149.821|61.2157|-149.821|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |61.2174|-149.888|61.2174|-149.888|
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|61.1855|-149.868|61.1855|-149.868|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |61.1951|-149.873|61.1951|-149.873|
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|61.1444|-149.867|61.1444|-149.867|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|61.1883|-149.735|61.1883|-149.735|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|61.2161|-149.876|61.2161|-149.876|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|61.2161|-149.876|61.2161|-149.876|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|61.1893|-149.888|61.1893|-149.888|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|61.2174|-149.888|61.2174|-149.888|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |61.1914|-149.886|61.1914|-149.886|
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|61.1541|-149.958|61.1541|-149.958|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|61.1259|-149.717|61.1259|-149.717|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|61.2193|-149.902|61.2193|-149.902|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|61.1879|-149.886|61.1879|-149.886|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |61.1372|-149.912|61.1372|-149.912|
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |61.1101|-149.857|61.1101|-149.857|
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|61.1791|-149.94|61.1791|-149.94|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|61.2031|-149.749|61.2031|-149.749|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|61.1914|-149.877|61.1914|-149.877|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|61.1944|-149.883|61.1944|-149.883|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|61.1923|-149.886|61.1923|-149.886|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |61.2123|-149.854|61.2123|-149.854|
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|61.2161|-149.876|61.2161|-149.876|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|61.2171|-149.9|61.2171|-149.9|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|61.1125|-149.861|61.1125|-149.861|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|61.1419|-149.896|61.1419|-149.896|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|61.145|-149.878|61.145|-149.878|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|61.1044|-149.865|61.1044|-149.865|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|61.1444|-149.876|61.1444|-149.876|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|61.1|-149.85|61.1|-149.85|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|61.1105|-149.861|61.1105|-149.861|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|61.1286|-149.957|61.1286|-149.957|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|61.1201|-149.89|61.1201|-149.89|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|61.112|-149.871|61.112|-149.871|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|61.1427|-149.864|61.1427|-149.864|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|61.1212|-149.947|61.1212|-149.947|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |61.1228|-149.939|61.1228|-149.939|
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|61.1093|-149.871|61.1093|-149.871|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |61.145|-149.878|61.145|-149.878|
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|61.1191|-149.871|61.1191|-149.871|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|61.1003|-149.856|61.1003|-149.856|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|61.1113|-149.872|61.1113|-149.872|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|61.1084|-149.861|61.1084|-149.861|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|61.144|-149.878|61.144|-149.878|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|61.1426|-149.877|61.1426|-149.877|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|61.1173|-149.861|61.1173|-149.861|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|61.1347|-149.914|61.1347|-149.914|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/spatial.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/spatial.txt
new file mode 100644
index 0000000..831e702
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/spatial.txt
@@ -0,0 +1,1079 @@
+42.3631|-71.065|42.3631|-71.065|all phase plumbing|
+42.1091|-70.696|42.1091|-70.696|gramercy cardiac diagnostic|
+40.8151|-73.0452|40.8151|-73.0452|-|
+40.8151|-73.0452|40.8151|-73.0452|bear mountain state park|
+42.2481|-71.174|42.2481|-71.174|domino's pizza|
+61.1201|-149.89|61.1201|-149.89|paul fiori|
+61.1501|-149.926|61.1501|-149.926|fire & flood svc|
+61.181|-149.814|61.181|-149.814|fire dept-hazardous materials|
+61.1517|-149.86|61.1517|-149.86|fire fighters smoke detector|
+61.1806|-149.814|61.1806|-149.814|fire marshal's office|
+61.1806|-149.775|61.1806|-149.775|fire marshall director|
+61.1806|-149.775|61.1806|-149.775|fire prevention div|
+61.1806|-149.775|61.1806|-149.775|fire service training|
+61.2113|-149.824|61.2113|-149.824|fire service training program|
+61.1967|-149.877|61.1967|-149.877|fireman's fund insurance|
+61.2164|-149.892|61.2164|-149.892|firenze design|
+61.1571|-149.883|61.1571|-149.883|fireplace gallery|
+61.2048|-149.834|61.2048|-149.834|firestar media svc|
+61.0956|-149.843|61.0956|-149.843|firestarters of alaska|
+61.1491|-149.809|61.1491|-149.809|firestoppers|
+61.1981|-149.871|61.1981|-149.871|fireweed 7|
+61.1982|-149.876|61.1982|-149.876|fireweed acupuncture herb|
+61.1924|-149.909|61.1924|-149.909|fireweed health care inc|
+61.2204|-149.728|61.2204|-149.728|fireweed lodge at lake creek|
+61.196|-149.864|61.196|-149.864|fireweed manor|
+61.1987|-149.889|61.1987|-149.889|fireweed mart|
+61.1984|-149.897|61.1984|-149.897|fireweed shoe repair|
+61.1897|-149.898|61.1897|-149.898|fireweed tuxedo|
+61.1228|-149.81|61.1228|-149.81|first & lasting impressions|
+61.1649|-149.881|61.1649|-149.881|first alaska contractors inc|
+61.1934|-149.887|61.1934|-149.887|first alaska mortgage|
+61.2164|-149.892|61.2164|-149.892|first alaskans institute|
+61.1932|-149.886|61.1932|-149.886|first american title ins co|
+61.2072|-149.888|61.2072|-149.888|first assembly of god church|
+61.2125|-149.904|61.2125|-149.904|first baptist church|
+61.2142|-149.806|61.2142|-149.806|first call media productions|
+61.1866|-149.923|61.1866|-149.923|first care medical ctrs|
+61.1089|-149.857|61.1089|-149.857|first choice realty & property|
+61.1024|-149.853|61.1024|-149.853|first choice roofing|
+61.1891|-149.906|61.1891|-149.906|do-r-best forestry|
+61.1891|-149.906|61.1891|-149.906|painting by english|
+61.1891|-149.906|61.1891|-149.906|houston painting co|
+61.1891|-149.906|61.1891|-149.906|berts mechnaical|
+61.1891|-149.906|61.1891|-149.906|industrial boiler & controls|
+61.1891|-149.906|61.1891|-149.906|foremans inc|
+61.1891|-149.906|61.1891|-149.906|alcan electrical & engineering|
+61.1891|-149.906|61.1891|-149.906|denali electric co|
+61.1891|-149.906|61.1891|-149.906|alaska infrred asp restoration|
+61.1891|-149.906|61.1891|-149.906|arnell icm company|
+61.1891|-149.906|61.1891|-149.906|pacific partition systems|
+61.1891|-149.906|61.1891|-149.906|associated professional entps|
+61.1891|-149.906|61.1891|-149.906|alcan general inc|
+61.1891|-149.906|61.1891|-149.906|asrc constructors inc|
+61.1891|-149.906|61.1891|-149.906|john-wayne construction co|
+61.1891|-149.906|61.1891|-149.906|underfoot enterprises|
+61.1891|-149.906|61.1891|-149.906|advance door systems inc|
+61.1891|-149.906|61.1891|-149.906|doorman service company|
+61.1891|-149.906|61.1891|-149.906|rdd asphalt restorations|
+61.1891|-149.906|61.1891|-149.906|l k general contractor|
+61.1891|-149.906|61.1891|-149.906|wiker roofing co|
+61.1891|-149.906|61.1891|-149.906|damco paving corp|
+61.1891|-149.906|61.1891|-149.906|international steel erectors|
+61.1891|-149.906|61.1891|-149.906|falcon masonry|
+61.1891|-149.906|61.1891|-149.906|wasler specialties|
+61.1891|-149.906|61.1891|-149.906|northeaton plastering|
+61.1891|-149.906|61.1891|-149.906|a1 fence llc|
+61.1891|-149.906|61.1891|-149.906|hickel construction & engrg|
+61.1891|-149.906|61.1891|-149.906|taco-loco products inc|
+61.1891|-149.906|61.1891|-149.906|je jones llc|
+61.1891|-149.906|61.1891|-149.906|alaska yellowpagescom inc|
+61.1891|-149.906|61.1891|-149.906|alaska tab & bind inc|
+61.1891|-149.906|61.1891|-149.906|sourdough studio|
+61.1891|-149.906|61.1891|-149.906|tundra times|
+61.1891|-149.906|61.1891|-149.906|travelhost of alaska|
+64.8541|-147.813|64.8541|-147.813|us land management bureau|
+64.8414|-147.606|64.8414|-147.606|us land management bureau|
+64.8371|-147.746|64.8371|-147.746|us law enforcement svc|
+64.8151|-147.707|64.8151|-147.707|us marshal|
+64.8371|-147.746|64.8371|-147.746|us migratory bird management|
+64.849|-147.813|64.849|-147.813|us mineral resources program|
+64.8425|-147.724|64.8425|-147.724|us passport agency|
+64.8425|-147.724|64.8425|-147.724|us post office|
+64.849|-147.826|64.849|-147.826|us post office|
+64.815|-147.882|64.815|-147.882|us post office|
+64.8906|-147.628|64.8906|-147.628|us post office|
+64.8276|-147.639|64.8276|-147.639|us post office|
+64.8461|-147.813|64.8461|-147.813|us rural development|
+64.8281|-147.812|64.8281|-147.812|us transportation dept|
+64.8377|-147.718|64.8377|-147.718|us travel|
+64.8417|-147.718|64.8417|-147.718|us vocational rehabilitation|
+64.8145|-147.772|64.8145|-147.772|us water resources|
+64.8541|-147.813|64.8541|-147.813|us water resources div|
+64.8169|-147.779|64.8169|-147.779|usa today|
+64.8378|-147.71|64.8378|-147.71|usgsa public building svc|
+64.8436|-147.722|64.8436|-147.722|usibelli coal mine inc|
+64.9401|-147.402|64.9401|-147.402|usibelli coal mine kbc|
+64.8426|-147.719|64.8426|-147.719|uskh architects engineers|
+64.8534|-147.811|64.8534|-147.811|utility services of alaska|
+64.9341|-147.928|64.9341|-147.928|v f grace inc|
+64.8393|-147.72|64.8393|-147.72|vagabond travel|
+64.8406|-147.731|64.8406|-147.731|valerie m therrien atty-law pc|
+64.9281|-147.865|64.9281|-147.865|vallata|
+64.8371|-147.716|64.8371|-147.716|valley kids|
+64.9414|-147.841|64.9414|-147.841|valley landscaping|
+64.8363|-147.79|64.8363|-147.79|valley of blessing church|
+64.8371|-147.716|64.8371|-147.716|valley ventures|
+64.8591|-147.917|64.8591|-147.917|valley visions consulting inc|
+64.8363|-147.79|64.8363|-147.79|value village|
+55.3801|-131.682|55.3801|-131.682|wolfs concrete finishing|
+55.3073|-131.528|55.3073|-131.528|whiteside enterprises|
+55.3801|-131.682|55.3801|-131.682|flooring services|
+55.3601|-131.681|55.3601|-131.681|floor decor and more|
+55.3279|-131.613|55.3279|-131.613|ohmers renderings|
+55.3129|-131.588|55.3129|-131.588|carson construction|
+55.3801|-131.682|55.3801|-131.682|a a a pest pros|
+55.3801|-131.682|55.3801|-131.682|aurora roofing|
+55.4299|-131.789|55.4299|-131.789|channel seamless gutter roofg|
+55.3801|-131.682|55.3801|-131.682|variety painting & roofing|
+55.3507|-131.671|55.3507|-131.671|hometown flooring|
+55.3801|-131.682|55.3801|-131.682|southeast carpets & draperies|
+55.3394|-131.636|55.3394|-131.636|channel electric inc|
+55.3801|-131.682|55.3801|-131.682|ever electric inc|
+55.3103|-131.582|55.3103|-131.582|jacks painting|
+55.3801|-131.682|55.3801|-131.682|larry d painter|
+55.3801|-131.682|55.3801|-131.682|trans alaska restaurant eqp|
+55.3801|-131.682|55.3801|-131.682|jacobson heating & rfrgn|
+55.3801|-131.682|55.3801|-131.682|ketchikan mechanical inc|
+55.3801|-131.682|55.3801|-131.682|southast fire prtection contrs|
+55.3424|-131.634|55.3424|-131.634|bob hulse plumbing inc|
+55.4097|-131.729|55.4097|-131.729|southeast construction inc|
+55.3801|-131.682|55.3801|-131.682|southeast backhoe service inc|
+55.3801|-131.682|55.3801|-131.682|ljs & sons|
+55.3462|-131.658|55.3462|-131.658|captains quarters & breakfast|
+55.3801|-131.682|55.3801|-131.682|pacific log & lumber ltd|
+55.3801|-131.682|55.3801|-131.682|phoenix logging co a partnr|
+55.3801|-131.682|55.3801|-131.682|ketchikan cutting co|
+55.3801|-131.682|55.3801|-131.682|gildersleeve logging co inc|
+55.3801|-131.682|55.3801|-131.682|northwest logging inc|
+55.3801|-131.682|55.3801|-131.682|evergreen timber llc|
+55.3801|-131.682|55.3801|-131.682|helicopter services inc|
+55.3801|-131.682|55.3801|-131.682|miller inc|
+61.5856|-149.316|61.5856|-149.316|alaska water conditioning inc|
+61.5781|-149.429|61.5781|-149.429|alaska waterski ctr|
+61.6141|-149.457|61.6141|-149.457|alaska weld|
+61.5801|-149.461|61.5801|-149.461|alaska well & pump|
+61.9071|-150.067|61.9071|-150.067|alaska winter excursions|
+61.5928|-149.392|61.5928|-149.392|alaska woodworks|
+61.6141|-149.457|61.6141|-149.457|alaska wool products|
+61.5792|-149.36|61.5792|-149.36|alaska's best satellite|
+61.6049|-149.463|61.6049|-149.463|alaska's cabin fever relief|
+61.6099|-149.328|61.6099|-149.328|alaska's nautical training|
+61.5531|-149.651|61.5531|-149.651|alaska's trails & tails|
+61.6141|-149.457|61.6141|-149.457|alaskamls.com|
+61.6141|-149.457|61.6141|-149.457|alaskan bail bonds|
+61.5531|-149.651|61.5531|-149.651|alaskan colors|
+61.6141|-149.457|61.6141|-149.457|alaskan distributors|
+61.7321|-150.12|61.7321|-150.12|alaskan dream espresso|
+61.6141|-149.457|61.6141|-149.457|alaskan electrical svc|
+61.582|-149.441|61.582|-149.441|alaskan family dental ctr|
+61.5818|-149.44|61.5818|-149.44|alaskan gold rush jewelers|
+61.6141|-149.457|61.6141|-149.457|alaskan hospitality baskets|
+61.7321|-150.12|61.7321|-150.12|alaskan host bed & breakfast|
+61.6308|-149.415|61.6308|-149.415|alaskan industries|
+61.5801|-149.461|61.5801|-149.461|alaskan marine documentation|
+61.5811|-149.444|61.5811|-149.444|alaskan musher|
+61.6521|-149.92|61.6521|-149.92|alaskan sled dogs|
+61.6141|-149.307|61.6141|-149.307|alaskan splendor b & b limo|
+61.6168|-149.328|61.6168|-149.328|alaskan tnt excavation|
+61.5714|-149.381|61.5714|-149.381|alaskan view motel|
+61.6521|-149.92|61.6521|-149.92|alaskian custom expeditions|
+61.5858|-149.376|61.5858|-149.376|alcan electric inc|
+61.5822|-149.463|61.5822|-149.463|all about herbs|
+61.5861|-149.303|61.5861|-149.303|all creatures veterinary clnc|
+61.5821|-149.438|61.5821|-149.438|all i saw cookware|
+61.6281|-149.338|61.6281|-149.338|all phase roofing|
+61.5771|-149.335|61.5771|-149.335|all star child care|
+61.5917|-149.464|61.5917|-149.464|all star construction|
+61.1927|-149.86|61.1927|-149.86|first christian church|
+61.1879|-149.85|61.1879|-149.85|first christian meth episc chr|
+61.1814|-149.849|61.1814|-149.849|first church of god|
+61.2104|-149.892|61.2104|-149.892|first church of the nazarene|
+61.2093|-149.903|61.2093|-149.903|first church-christ scientist|
+61.1481|-149.829|61.1481|-149.829|first class auto body|
+61.2161|-149.876|61.2161|-149.876|first class painting|
+61.1972|-149.75|61.1972|-149.75|first cme church|
+61.2066|-149.887|61.2066|-149.887|first command financial plan|
+61.2161|-149.876|61.2161|-149.876|first commodity traders/maxxis|
+61.195|-149.834|61.195|-149.834|first congregational church|
+61.2038|-149.808|61.2038|-149.808|first health svc corp|
+61.1228|-149.862|61.1228|-149.862|first interstate bank-alaska|
+61.2005|-149.785|61.2005|-149.785|first korean baptist church|
+61.181|-149.825|61.181|-149.825|first lms samoan church|
+61.1867|-149.919|61.1867|-149.919|first maintenance co|
+61.1955|-149.911|61.1955|-149.911|first maintenance inc|
+61.1089|-149.858|61.1089|-149.858|first medical ctr|
+61.1805|-149.889|61.1805|-149.889|first mental health|
+61.1534|-149.985|61.1534|-149.985|first missionary baptist chr|
+61.1901|-149.911|61.1901|-149.911|first mortgage inc|
+61.2122|-149.734|61.2122|-149.734|first national bank|
+61.1951|-149.906|61.1951|-149.906|first national bank|
+61.2043|-149.869|61.2043|-149.869|first national bank|
+61.2036|-149.869|61.2036|-149.869|first national bank|
+61.1883|-149.886|61.1883|-149.886|first national bank|
+61.2141|-149.864|61.2141|-149.864|first national bank|
+61.1955|-149.782|61.1955|-149.782|first national bank|
+61.2183|-149.894|61.2183|-149.894|first national bank|
+61.1417|-149.864|61.1417|-149.864|first national bank|
+61.1883|-149.883|61.1883|-149.883|first national bank alaska|
+61.2161|-149.876|61.2161|-149.876|first national bank jobline|
+61.2193|-149.869|61.2193|-149.869|first native baptist church|
+61.2191|-149.888|61.2191|-149.888|seward phoenix log|
+61.2191|-149.888|61.2191|-149.888|greatland graphics|
+61.2191|-149.888|61.2191|-149.888|conocophillips alaska inc|
+61.2191|-149.888|61.2191|-149.888|tonys enterprises|
+61.2191|-149.888|61.2191|-149.888|counter tops by rejio|
+61.2191|-149.888|61.2191|-149.888|fletchers masonry|
+61.2191|-149.888|61.2191|-149.888|anchor roofing construction|
+61.2191|-149.888|61.2191|-149.888|seamless flooring systems|
+61.2191|-149.888|61.2191|-149.888|edt security service|
+61.2191|-149.888|61.2191|-149.888|rock creek mining company|
+61.2191|-149.888|61.2191|-149.888|fairweather incorporated|
+61.2191|-149.888|61.2191|-149.888|swalling construction co ofc|
+61.1891|-149.906|61.1891|-149.906|posh house|
+61.2191|-149.888|61.2191|-149.888|freespan system inc|
+61.2191|-149.888|61.2191|-149.888|swank construction|
+61.1101|-149.857|61.1101|-149.857|guitreaus technical|
+61.1101|-149.857|61.1101|-149.857|casa llc|
+61.1101|-149.857|61.1101|-149.857|b & a mobile mix concrete|
+61.1101|-149.857|61.1101|-149.857|glacier chain supplies inc|
+61.1101|-149.857|61.1101|-149.857|jennies workshop inc|
+61.1101|-149.857|61.1101|-149.857|aaa american sign and lighting|
+61.1101|-149.857|61.1101|-149.857|patrick faherty|
+61.1101|-149.857|61.1101|-149.857|tom mortensen & assoc|
+61.1101|-149.857|61.1101|-149.857|bethel services inc|
+61.1101|-149.857|61.1101|-149.857|denali general contractors|
+61.1101|-149.857|61.1101|-149.857|h watt & scott inc|
+61.1101|-149.857|61.1101|-149.857|premier cnstr surveys llc|
+61.1101|-149.857|61.1101|-149.857|johnson construction|
+61.1101|-149.857|61.1101|-149.857|thomas development inc|
+61.1101|-149.857|61.1101|-149.857|t & m construction|
+61.1101|-149.857|61.1101|-149.857|rockford corporation|
+61.1101|-149.857|61.1101|-149.857|tam construction inc|
+61.1101|-149.857|61.1101|-149.857|crown pointe inc|
+61.1101|-149.857|61.1101|-149.857|arctic residential res corp|
+64.8591|-147.917|64.8591|-147.917|van wyhe rogers|
+64.8273|-147.715|64.8273|-147.715|variety motors|
+64.8281|-147.715|64.8281|-147.715|vector marketing corp|
+64.8552|-147.763|64.8552|-147.763|vend-alaska|
+64.8481|-147.684|64.8481|-147.684|verizon information svc|
+64.8522|-147.773|64.8522|-147.773|vertex insulation|
+64.8467|-147.703|64.8467|-147.703|veterans of foreign wars|
+64.8963|-147.662|64.8963|-147.662|vicki rayburn music|
+64.8372|-147.796|64.8372|-147.796|victorian parlor antiques|
+64.8312|-147.716|64.8312|-147.716|victory christian faith ctr|
+64.811|-147.71|64.811|-147.71|video machine inc|
+64.8971|-147.663|64.8971|-147.663|village mobile home park|
+64.85|-147.699|64.85|-147.699|vip dry cleaners & lndrmt|
+64.8389|-147.743|64.8389|-147.743|virgie's sari-sari|
+64.781|-148|64.781|-148|vision quest|
+64.8377|-147.718|64.8377|-147.718|vista travel inc|
+64.8248|-147.886|64.8248|-147.886|vital signs|
+64.818|-147.679|64.818|-147.679|vocational rehabilitation dept|
+64.8271|-147.79|64.8271|-147.79|voluntary taxes|
+64.8451|-147.812|64.8451|-147.812|volunteer action ctr|
+64.8311|-147.729|64.8311|-147.729|volunteers in policing|
+64.8454|-147.855|64.8454|-147.855|voorhees concrete cutting|
+64.8302|-147.744|64.8302|-147.744|george r vrablik md|
+64.8113|-147.91|64.8113|-147.91|w a inc|
+64.8271|-147.789|64.8271|-147.789|wagner excavating|
+64.8451|-147.698|64.8451|-147.698|wakefield builders|
+64.8586|-147.69|64.8586|-147.69|wal-mart supercenter|
+64.8507|-147.702|64.8507|-147.702|waldenbooks|
+64.8371|-147.716|64.8371|-147.716|wales tec inc|
+64.8449|-147.743|64.8449|-147.743|walkada apartments|
+64.8475|-147.706|64.8475|-147.706|wallace wallace & wakefield|
+64.8452|-147.714|64.8452|-147.714|walleri law offices|
+64.8125|-147.787|64.8125|-147.787|wallner excavating inc|
+55.3801|-131.682|55.3801|-131.682|usa today|
+55.3801|-131.682|55.3801|-131.682|sun glass designs|
+55.3801|-131.682|55.3801|-131.682|austin powder company|
+55.3801|-131.682|55.3801|-131.682|tongass substance screening|
+55.3801|-131.682|55.3801|-131.682|royalty co|
+55.3801|-131.682|55.3801|-131.682|rons plumbing & heating|
+55.3599|-131.687|55.3599|-131.687|candle lady|
+55.4381|-131.803|55.4381|-131.803|fluke signs north|
+55.3751|-131.718|55.3751|-131.718|sign pro of juneau|
+55.3421|-131.641|55.3421|-131.641|blue heron designs|
+55.3408|-131.64|55.3408|-131.64|gateway games|
+55.2978|-131.534|55.2978|-131.534|nathan jackson|
+55.3801|-131.682|55.3801|-131.682|alaska ship & drydock inc|
+55.3801|-131.682|55.3801|-131.682|don cunning|
+55.3421|-131.622|55.3421|-131.622|aero services|
+55.3801|-131.682|55.3801|-131.682|hanger|
+55.3801|-131.682|55.3801|-131.682|columbia helicopters inc|
+55.3801|-131.682|55.3801|-131.682|homestead skiffs llc|
+55.3267|-131.523|55.3267|-131.523|n picific tecn inc|
+55.3522|-131.685|55.3522|-131.685|ketchikan ranger district|
+55.5351|-133.014|55.5351|-133.014|b-3 contractors inc|
+55.5351|-133.014|55.5351|-133.014|phoenix logging company|
+55.5351|-133.014|55.5351|-133.014|prince wales electric and r|
+55.5351|-133.014|55.5351|-133.014|toms burner service|
+55.5351|-133.014|55.5351|-133.014|p & h construction|
+55.4691|-132.855|55.4691|-132.855|ziegler construction|
+55.5511|-133.081|55.5511|-133.081|rainbird drilling inc|
+55.5351|-133.014|55.5351|-133.014|larry lee trumble|
+55.5531|-133.097|55.5531|-133.097|maria elena f/v|
+55.5351|-133.014|55.5351|-133.014|wildfish co|
+55.4726|-131.793|55.4726|-131.793|carson marine charters inc|
+55.3801|-131.682|55.3801|-131.682|alaska general seafood|
+55.3801|-131.682|55.3801|-131.682|norquest seafoods inc|
+55.3801|-131.682|55.3801|-131.682|ocean point fisheries|
+61.5745|-149.562|61.5745|-149.562|all things wild taxidermy|
+61.7321|-150.12|61.7321|-150.12|all valley svc|
+61.5421|-149.419|61.5421|-149.419|all ways storage & rental co|
+61.5722|-149.702|61.5722|-149.702|all-n-1 svc|
+61.5743|-149.405|61.5743|-149.405|allen & petersen appliance ctr|
+61.578|-149.441|61.578|-149.441|allied communications|
+61.5826|-149.427|61.5826|-149.427|aloha dental care|
+61.5586|-149.351|61.5586|-149.351|alpenview medical svc|
+61.5844|-149.442|61.5844|-149.442|alpha counseling & education|
+61.5817|-149.472|61.5817|-149.472|alpine chiropractic ctr|
+61.6141|-149.457|61.6141|-149.457|alpine pure air & water prdcts|
+61.5761|-149.602|61.5761|-149.602|alpine septic pumping inc|
+61.6141|-149.457|61.6141|-149.457|alpine technologies|
+61.58|-149.434|61.58|-149.434|aluminum works|
+61.6002|-149.429|61.6002|-149.429|alyeska technologies a tech|
+61.569|-149.347|61.569|-149.347|ambassador window cleaning|
+61.5812|-149.448|61.5812|-149.448|america's lending group|
+61.6141|-149.457|61.6141|-149.457|american dream construction|
+61.6141|-149.457|61.6141|-149.457|american legion|
+61.6141|-149.457|61.6141|-149.457|american legion bingo|
+61.5969|-149.367|61.5969|-149.367|american marine hyperbarics|
+61.58|-149.4|61.58|-149.4|american park & sell|
+61.5848|-149.445|61.5848|-149.445|american red cross|
+61.5811|-149.444|61.5811|-149.444|american satellite|
+61.5733|-149.389|61.5733|-149.389|american tattoo|
+61.6141|-149.457|61.6141|-149.457|amigalaska productions|
+61.5952|-149.436|61.5952|-149.436|amvets post|
+61.5421|-149.419|61.5421|-149.419|amway distributors|
+61.5783|-149.362|61.5783|-149.362|amy henry's heated storage|
+61.7321|-150.12|61.7321|-150.12|anchor chiropractic healing|
+61.5691|-149.328|61.5691|-149.328|anchorage daily news|
+61.6141|-149.457|61.6141|-149.457|anchorage drywall|
+61.5819|-149.3|61.5819|-149.3|anchorage handyman svc|
+61.6431|-149.289|61.6431|-149.289|anchorage tank & welding|
+61.6431|-149.292|61.6431|-149.292|anchorage tank & welding inc|
+61.6228|-149.313|61.6228|-149.313|anchors away cruise outlet|
+61.2125|-149.894|61.2125|-149.894|first presbyterian church|
+61.1879|-149.886|61.1879|-149.886|first priority mortgage|
+61.1594|-149.835|61.1594|-149.835|first samoan church|
+61.2123|-149.854|61.2123|-149.854|first samoan stand by faith|
+61.1951|-149.945|61.1951|-149.945|first samoan united methodist|
+61.2138|-149.856|61.2138|-149.856|first spanish assemblies-god|
+61.1255|-149.864|61.1255|-149.864|first student|
+61.2066|-149.808|61.2066|-149.808|first tabernacle|
+61.2138|-149.896|61.2138|-149.896|first united methodist church|
+61.2161|-149.876|61.2161|-149.876|fish|
+61.1594|-149.888|61.1594|-149.888|fish & game dept|
+61.1806|-149.775|61.1806|-149.775|fish & wildlife protection|
+61.1101|-149.857|61.1101|-149.857|fish alaska magazine|
+61.1541|-149.958|61.1541|-149.958|fish site|
+61.1268|-149.947|61.1268|-149.947|fish talk consulting|
+61.0931|-149.785|61.0931|-149.785|fish wish charters|
+61.1901|-149.892|61.1901|-149.892|fishboy outfitters|
+61.2183|-149.889|61.2183|-149.889|fisherman's express|
+61.2164|-149.882|61.2164|-149.882|fishing lodge inc|
+61.2161|-149.876|61.2161|-149.876|fit for health|
+61.219|-149.792|61.219|-149.792|fitzgerald photography|
+61.2188|-149.892|61.2188|-149.892|five fifteen club|
+61.2143|-149.837|61.2143|-149.837|five one victor|
+61.1608|-149.835|61.1608|-149.835|five star automotive repair|
+61.1886|-149.944|61.1886|-149.944|five star entertainment|
+61.1201|-149.89|61.1201|-149.89|five star insultators inc|
+61.1201|-149.89|61.1201|-149.89|five star roofing|
+61.1585|-149.872|61.1585|-149.872|fivestarappliance & electronic|
+61.195|-149.892|61.195|-149.892|flash tan|
+61.0895|-149.694|61.0895|-149.694|flattop technical svc|
+61.2201|-149.831|61.2201|-149.831|fleenor paper co|
+61.1663|-149.867|61.1663|-149.867|fleet liquidators|
+61.2138|-149.906|61.2138|-149.906|hugh w fleischer|
+61.2193|-149.902|61.2193|-149.902|hugh w fleischer|
+61.1201|-149.89|61.1201|-149.89|fletcher's masonry|
+61.1601|-149.984|61.1601|-149.984|flight alaska inc|
+61.1101|-149.857|61.1101|-149.857|bn contracting inc|
+61.1101|-149.857|61.1101|-149.857|twa home repair service llc|
+61.1101|-149.857|61.1101|-149.857|faltz deck & patio builders|
+61.1101|-149.857|61.1101|-149.857|four seasons|
+61.1101|-149.857|61.1101|-149.857|timberline homes inc|
+61.1101|-149.857|61.1101|-149.857|janigo construction|
+61.1101|-149.857|61.1101|-149.857|kopitch construction|
+61.1101|-149.857|61.1101|-149.857|north slopes inspection dist|
+61.1101|-149.857|61.1101|-149.857|tuboscoope|
+61.1101|-149.857|61.1101|-149.857|parker drilling company|
+61.1101|-149.857|61.1101|-149.857|record center|
+61.1101|-149.857|61.1101|-149.857|julian creek mining|
+61.1101|-149.857|61.1101|-149.857|jon|
+61.1101|-149.857|61.1101|-149.857|salmon express|
+61.1101|-149.857|61.1101|-149.857|interceptor owners fv mu|
+61.1101|-149.857|61.1101|-149.857|alaska deep sea adventure|
+61.1101|-149.857|61.1101|-149.857|northern greens|
+61.1101|-149.857|61.1101|-149.857|arctic green llc|
+61.1101|-149.857|61.1101|-149.857|alpine tree & brush cutng svcs|
+61.1101|-149.857|61.1101|-149.857|landscape resources corp|
+61.1101|-149.857|61.1101|-149.857|smith cable systems inc|
+61.1101|-149.857|61.1101|-149.857|t a b electric inc|
+61.1101|-149.857|61.1101|-149.857|bomax inc|
+61.1101|-149.857|61.1101|-149.857|arctic lights electric inc|
+61.1101|-149.857|61.1101|-149.857|rams horn electric inc|
+61.1101|-149.857|61.1101|-149.857|toklat electric inc|
+61.1101|-149.857|61.1101|-149.857|cassidys plumbing & htg llc|
+61.1101|-149.857|61.1101|-149.857|aarow pump & well service|
+61.1101|-149.857|61.1101|-149.857|aurora refrigeration inc|
+61.1101|-149.857|61.1101|-149.857|denali fire protection|
+61.1101|-149.857|61.1101|-149.857|noble mechanical|
+61.1101|-149.857|61.1101|-149.857|ancroge roofing|
+61.1101|-149.857|61.1101|-149.857|premier roofing co|
+61.1101|-149.857|61.1101|-149.857|first choice roofing|
+61.1101|-149.857|61.1101|-149.857|twin peaks roofing|
+64.8459|-147.759|64.8459|-147.759|wallpaper warehouse|
+64.8426|-147.725|64.8426|-147.725|walsh kelliher & sharp|
+64.9401|-147.402|64.9401|-147.402|laurie walton|
+64.9401|-147.402|64.9401|-147.402|lonnie ward|
+64.8331|-147.647|64.8331|-147.647|wareforce inc|
+64.8371|-147.716|64.8371|-147.716|sheree warner|
+64.8574|-147.759|64.8574|-147.759|wartes floor covering|
+64.836|-147.727|64.836|-147.727|warwick & schikora|
+64.8132|-147.76|64.8132|-147.76|waste management-star|
+64.8451|-147.96|64.8451|-147.96|water wagon llc|
+64.8891|-147.851|64.8891|-147.851|watercolors by nikki kinne|
+64.8151|-147.707|64.8151|-147.707|waterman|
+64.8363|-147.803|64.8363|-147.803|wayland baptist university|
+64.8298|-147.611|64.8298|-147.611|wayland baptist university|
+64.8989|-147.701|64.8989|-147.701|wayne's air supply|
+64.8371|-147.716|64.8371|-147.716|wdtm|
+64.8147|-147.706|64.8147|-147.706|weaver brothers inc|
+64.8451|-147.812|64.8451|-147.812|web weavers|
+64.8386|-147.788|64.8386|-147.788|weber stump grinding|
+64.8372|-147.768|64.8372|-147.768|mark weber|
+64.8151|-147.707|64.8151|-147.707|webmasters|
+64.843|-147.722|64.843|-147.722|pamela w webster|
+64.8426|-147.725|64.8426|-147.725|wedbush morgan securities|
+64.8615|-147.723|64.8615|-147.723|wedgewood resort|
+64.8694|-147.067|64.8694|-147.067|weidner electric rebuilders|
+64.8404|-147.724|64.8404|-147.724|weights & measures dept|
+64.9686|-147.577|64.9686|-147.577|welding shop|
+64.8497|-147.732|64.8497|-147.732|well street art co|
+64.8861|-147.587|64.8861|-147.587|weller elementary school|
+64.8508|-147.703|64.8508|-147.703|wells fargo bank|
+64.841|-147.72|64.841|-147.72|wells fargo bank|
+64.8375|-147.721|64.8375|-147.721|wells fargo bank|
+64.849|-147.813|64.849|-147.813|wells fargo bank|
+55.3801|-131.682|55.3801|-131.682|rainbird drilling inc|
+55.3801|-131.682|55.3801|-131.682|trident seafoods corporation|
+55.3603|-131.702|55.3603|-131.702|hals equipment & supplies|
+55.7511|-132.865|55.7511|-132.865|southern se reg aqucltre assn|
+55.7511|-132.865|55.7511|-132.865|miguel n marin|
+60.3311|-151.284|60.3311|-151.284|heath r duncan|
+60.3311|-151.284|60.3311|-151.284|coho partnership|
+60.3311|-151.284|60.3311|-151.284|tarma grooming|
+60.4341|-151.283|60.4341|-151.283|whisper wind farm & stables|
+60.3311|-151.284|60.3311|-151.284|coopers wunded bear farms kenl|
+60.3311|-151.284|60.3311|-151.284|webb fish co|
+60.3311|-151.284|60.3311|-151.284|moerliens general contractor|
+60.3311|-151.284|60.3311|-151.284|rozak excavating and cnstr|
+60.3311|-151.284|60.3311|-151.284|sundance construction company|
+60.4311|-151.286|60.4311|-151.286|online systems|
+60.3311|-151.284|60.3311|-151.284|matlock ltd|
+60.3311|-151.284|60.3311|-151.284|silver fox slippers|
+60.3311|-151.284|60.3311|-151.284|salamander pads incorporated|
+60.3311|-151.284|60.3311|-151.284|gates construction inc|
+60.3191|-151.296|60.3191|-151.296|smileys custom contracting|
+60.3311|-151.284|60.3311|-151.284|kasilof construction company|
+60.3311|-151.284|60.3311|-151.284|earth works|
+60.3311|-151.284|60.3311|-151.284|salamander exhaust wraps inc|
+60.5563|-151.241|60.5563|-151.241|olgas jewelry|
+60.6331|-151.163|60.6331|-151.163|bj services company|
+60.6331|-151.163|60.6331|-151.163|national oilwell|
+60.6331|-151.163|60.6331|-151.163|industrial water treatment|
+60.6331|-151.163|60.6331|-151.163|h p parts & machines|
+60.5551|-151.245|60.5551|-151.245|satech|
+60.6331|-151.163|60.6331|-151.163|artic instilation & coating|
+60.5506|-151.141|60.5506|-151.141|beaver creek docks inc|
+60.5681|-151.281|60.5681|-151.281|porta blast and industrial|
+60.5465|-151.147|60.5465|-151.147|nicks ironworks|
+60.6331|-151.163|60.6331|-151.163|metal magic|
+60.5578|-151.116|60.5578|-151.116|cook inlet stone products|
+61.6182|-149.385|61.6182|-149.385|anderson door|
+61.6141|-149.457|61.6141|-149.457|angel haven lodge|
+61.5765|-149.407|61.5765|-149.407|angel nails|
+61.6091|-149.77|61.6091|-149.77|animal food warehouse|
+61.5821|-149.438|61.5821|-149.438|annabells bargain books|
+61.6183|-149.373|61.6183|-149.373|antonovich contracting|
+61.6131|-149.403|61.6131|-149.403|apd enterprise|
+61.6352|-149.265|61.6352|-149.265|apex surveying & consulting|
+61.5751|-149.645|61.5751|-149.645|apostolic worship ctr|
+61.6168|-149.374|61.6168|-149.374|appraisal co of mat-su|
+61.5939|-149.43|61.5939|-149.43|aqua vac|
+61.5792|-149.495|61.5792|-149.495|arby's|
+61.6141|-149.457|61.6141|-149.457|archibald drilling svc|
+61.5829|-149.448|61.5829|-149.448|architects alaska|
+61.5938|-149.387|61.5938|-149.387|arctic builders source inc|
+61.5849|-149.38|61.5849|-149.38|arctic circle club of n amer|
+61.5729|-149.389|61.5729|-149.389|arctic custom guns|
+61.5823|-149.462|61.5823|-149.462|arctic flame|
+61.57|-149.331|61.57|-149.331|arctic fox taxidermy studio|
+61.5821|-149.438|61.5821|-149.438|arctic rose fine fashions|
+61.6141|-149.457|61.6141|-149.457|arctic siding & supply|
+61.6115|-149.331|61.6115|-149.331|arctic sun distributors|
+61.6091|-149.77|61.6091|-149.77|arctic transmissions|
+61.6141|-149.457|61.6141|-149.457|walter r armstrong dds|
+61.5826|-149.427|61.5826|-149.427|armured usa inc|
+61.5976|-149.366|61.5976|-149.366|army national guard|
+61.5976|-149.366|61.5976|-149.366|army national guard recruiting|
+61.5531|-149.651|61.5531|-149.651|arnold gagnon contracting|
+61.5531|-149.651|61.5531|-149.651|arrowhead environmental svc|
+61.5883|-149.456|61.5883|-149.456|artistry of movement|
+61.6249|-149.435|61.6249|-149.435|ask educational computer|
+61.6141|-149.457|61.6141|-149.457|aspen construction|
+61.5709|-149.452|61.5709|-149.452|assembly of god-wasilla|
+61.6651|-149.465|61.6651|-149.465|attic antiques & collectibles|
+61.5841|-149.441|61.5841|-149.441|attorney's process svc|
+61.1571|-149.883|61.1571|-149.883|flight deck pizza|
+61.2198|-149.733|61.2198|-149.733|flo's pancake house|
+61.1863|-149.976|61.1863|-149.976|floats alaska|
+61.2161|-149.876|61.2161|-149.876|floor max|
+61.2031|-149.749|61.2031|-149.749|floor seasons inc|
+61.1644|-149.897|61.1644|-149.897|floor supply|
+61.1834|-149.866|61.1834|-149.866|flooring designs|
+61.1731|-149.889|61.1731|-149.889|floral expressions|
+61.1089|-149.854|61.1089|-149.854|floral expressions|
+61.1951|-149.916|61.1951|-149.916|floral expressions|
+61.2157|-149.821|61.2157|-149.821|floral expressions|
+61.1372|-149.954|61.1372|-149.954|floral expressions|
+61.1955|-149.737|61.1955|-149.737|floral expressions|
+61.1444|-149.867|61.1444|-149.867|florales|
+61.2178|-149.882|61.2178|-149.882|florcraft carpet one|
+61.1824|-149.849|61.1824|-149.849|flores d'columbia|
+61.2161|-149.876|61.2161|-149.876|florio engineering science|
+61.2022|-149.84|61.2022|-149.84|flowerama|
+61.2099|-149.762|61.2099|-149.762|flowers by june|
+61.1951|-149.84|61.1951|-149.84|flowers for the moment|
+61.1069|-149.859|61.1069|-149.859|floyd's garage|
+61.1635|-149.881|61.1635|-149.881|fluid machinery|
+61.1201|-149.89|61.1201|-149.89|flutissimo|
+61.1902|-149.908|61.1902|-149.908|fly by night club|
+61.2104|-149.857|61.2104|-149.857|fly guys|
+61.1771|-149.97|61.1771|-149.97|fly in restaurant|
+61.1859|-149.976|61.1859|-149.976|fly north air charter|
+61.2171|-149.9|61.2171|-149.9|flying colors|
+61.1162|-149.755|61.1162|-149.755|flying colors inc|
+61.1381|-149.844|61.1381|-149.844|flying dutchman european pstry|
+61.1775|-149.941|61.1775|-149.941|flying machine restaurant|
+61.1938|-149.878|61.1938|-149.878|flypaper|
+61.1571|-149.883|61.1571|-149.883|fmc energy systems|
+61.1541|-149.958|61.1541|-149.958|fnaws|
+61.135|-149.88|61.135|-149.88|fnw/ferguson|
+61.1101|-149.857|61.1101|-149.857|all weather inc|
+61.1101|-149.857|61.1101|-149.857|alaska standard roofing|
+61.1101|-149.857|61.1101|-149.857|meehleis steel of north inc|
+61.1101|-149.857|61.1101|-149.857|m w drilling inc|
+61.1101|-149.857|61.1101|-149.857|alpine drilling & enterprises|
+61.1101|-149.857|61.1101|-149.857|ak sealco|
+61.1101|-149.857|61.1101|-149.857|yukon pumping service inc|
+61.1101|-149.857|61.1101|-149.857|parker masonry & tile|
+61.1101|-149.857|61.1101|-149.857|interior wall systems inc|
+61.1101|-149.857|61.1101|-149.857|far north builders llc|
+61.1101|-149.857|61.1101|-149.857|insulate alaska|
+61.1101|-149.857|61.1101|-149.857|california closet co|
+61.1101|-149.857|61.1101|-149.857|absolute environmental svcs|
+61.1101|-149.857|61.1101|-149.857|lawson roofing & remodeling in|
+61.1101|-149.857|61.1101|-149.857|earths bounty foods llc|
+61.1101|-149.857|61.1101|-149.857|alaska canine cookies inc|
+61.1101|-149.857|61.1101|-149.857|fishermans wild alskan seafood|
+61.1101|-149.857|61.1101|-149.857|alaska glacier refreshments|
+61.2141|-149.864|61.2141|-149.864|northern management services|
+61.2171|-149.9|61.2171|-149.9|mc lin contractors inc|
+61.2171|-149.9|61.2171|-149.9|northern services|
+61.2171|-149.9|61.2171|-149.9|dar-con corporation|
+61.2171|-149.9|61.2171|-149.9|alaska tree doctor|
+61.2171|-149.9|61.2171|-149.9|williwaw publishing co|
+61.2171|-149.9|61.2171|-149.9|anchorage daily news inc|
+61.2171|-149.9|61.2171|-149.9|mcclathchy newspapers inc|
+61.2171|-149.9|61.2171|-149.9|p s publications|
+61.2171|-149.9|61.2171|-149.9|alaska fiberglass solutions|
+61.2171|-149.9|61.2171|-149.9|polaris insulation ltd|
+61.2171|-149.9|61.2171|-149.9|urethane alaska|
+61.2171|-149.9|61.2171|-149.9|dls supply|
+61.2171|-149.9|61.2171|-149.9|stewart construction co|
+61.2171|-149.9|61.2171|-149.9|wruck wade crpting instlltions|
+61.2171|-149.9|61.2171|-149.9|service one heating & cooling|
+64.8487|-147.704|64.8487|-147.704|wells fargo financial|
+64.8486|-147.705|64.8486|-147.705|wells fargo home mortgage inc|
+64.8087|-147.71|64.8087|-147.71|wells repair|
+64.8363|-147.758|64.8363|-147.758|wendy's|
+64.8476|-147.704|64.8476|-147.704|wendy's|
+64.8302|-147.744|64.8302|-147.744|william w wennen md|
+64.8476|-147.812|64.8476|-147.812|todd z wentz dds|
+64.8144|-147.756|64.8144|-147.756|pamela wescott|
+64.8183|-147.778|64.8183|-147.778|west coast distr|
+64.8494|-147.818|64.8494|-147.818|west valley high school|
+64.849|-147.822|64.849|-147.822|west valley vision ctr inc|
+64.8367|-147.716|64.8367|-147.716|west wind construction|
+64.8127|-147.772|64.8127|-147.772|western mechanical inc|
+64.8143|-147.751|64.8143|-147.751|western power & equipment corp|
+64.842|-147.721|64.842|-147.721|western travel|
+64.8403|-147.714|64.8403|-147.714|westmark fairbanks hotel|
+64.8371|-147.881|64.8371|-147.881|westside video|
+64.8151|-147.707|64.8151|-147.707|white birch ent inc|
+64.8151|-147.707|64.8151|-147.707|white environmental consultant|
+64.8541|-147.81|64.8541|-147.81|whole earth grocery & deli|
+64.8878|-147.496|64.8878|-147.496|wholesome touch|
+64.8299|-147.728|64.8299|-147.728|wic food program|
+64.8132|-147.762|64.8132|-147.762|wick constructors inc|
+64.8372|-147.713|64.8372|-147.713|wilbur brothers sheet metal|
+64.7927|-148.036|64.7927|-148.036|wild alaska-ktm-husaberg|
+64.8717|-147.819|64.8717|-147.819|wild pond therapeutic massage|
+64.8527|-147.686|64.8527|-147.686|wild rose performance horse|
+64.8371|-147.811|64.8371|-147.811|wilderness cache ceramics|
+64.846|-147.705|64.846|-147.705|wilderness canoe adventures|
+64.9064|-147.726|64.9064|-147.726|wilderness fishing inc|
+64.9347|-147.56|64.9347|-147.56|wildview cabin vacation home|
+64.8861|-147.677|64.8861|-147.677|wildwood mobile home court|
+64.8302|-147.744|64.8302|-147.744|william h montano inc|
+60.6673|-151.311|60.6673|-151.311|sign works|
+60.6997|-151.38|60.6997|-151.38|kenai neon sign company|
+60.5658|-151.244|60.5658|-151.244|everts air fuel inc|
+60.6331|-151.163|60.6331|-151.163|stans drywall painting|
+60.6331|-151.163|60.6331|-151.163|leuenhagens drywall & paint|
+60.6331|-151.163|60.6331|-151.163|independent concrete entrprs|
+60.6201|-151.332|60.6201|-151.332|spectrum services inc|
+60.5004|-151.276|60.5004|-151.276|kelly electric inc|
+60.6331|-151.163|60.6331|-151.163|kachemak electric co inc|
+60.6331|-151.163|60.6331|-151.163|mount spurr cabinets & mllwk|
+60.6901|-151.321|60.6901|-151.321|northland drilling|
+60.6676|-151.29|60.6676|-151.29|water systems & service|
+60.6331|-151.163|60.6331|-151.163|peninsula drilling|
+60.5632|-151.266|60.5632|-151.266|hansons roofing|
+60.6331|-151.163|60.6331|-151.163|duct or sheetmetal inc|
+60.6331|-151.163|60.6331|-151.163|miller sheet metal & heating|
+60.6509|-151.342|60.6509|-151.342|rezins concrete|
+60.5601|-151.107|60.5601|-151.107|russs construction co|
+60.5123|-151.275|60.5123|-151.275|rutherford floor covering|
+60.6076|-151.325|60.6076|-151.325|grace painting|
+60.6331|-151.163|60.6331|-151.163|k i m c o inc|
+60.5175|-151.235|60.5175|-151.235|mikes plumbing & heating|
+60.5535|-151.108|60.5535|-151.108|whites plumbing & heating|
+60.5614|-151.275|60.5614|-151.275|struempler plumbing|
+60.5647|-151.195|60.5647|-151.195|everything electric|
+60.6331|-151.163|60.6331|-151.163|brooks electric|
+60.6331|-151.163|60.6331|-151.163|cook inlet sign & lighting|
+60.6331|-151.163|60.6331|-151.163|pacific star seafoods inc|
+60.6331|-151.163|60.6331|-151.163|inlet salmon|
+60.6331|-151.163|60.6331|-151.163|salamatof seafoods inc|
+60.6678|-151.31|60.6678|-151.31|alaska metal|
+60.5003|-151.276|60.5003|-151.276|wjr ltd|
+60.6331|-151.163|60.6331|-151.163|efta net hanging|
+61.5855|-149.326|61.5855|-149.326|audio services corp|
+61.5979|-149.437|61.5979|-149.437|aunty cheryl's child care|
+61.6141|-149.457|61.6141|-149.457|aurora academy|
+61.5799|-149.461|61.5799|-149.461|aurora cleaning svc|
+61.5845|-149.337|61.5845|-149.337|aurora dental ctr|
+61.5351|-149.558|61.5351|-149.558|aurora enterprises|
+61.5811|-149.45|61.5811|-149.45|aurora flooring|
+61.5793|-149.442|61.5793|-149.442|aurora imports|
+61.5661|-149.313|61.5661|-149.313|aurora portable toilets|
+61.6141|-149.457|61.6141|-149.457|auto solutions|
+61.5786|-149.332|61.5786|-149.332|autodidactic press|
+61.5811|-149.45|61.5811|-149.45|avant gardens|
+61.5825|-149.429|61.5825|-149.429|avanti corp|
+61.6141|-149.457|61.6141|-149.457|avon independent sales rep|
+61.5531|-149.651|61.5531|-149.651|avon products|
+61.5531|-149.651|61.5531|-149.651|avp distributors|
+61.5698|-149.62|61.5698|-149.62|axberg builders|
+61.6141|-149.457|61.6141|-149.457|b & b farms|
+61.5474|-149.458|61.5474|-149.458|b & e landscaping & excavation|
+61.5825|-149.429|61.5825|-149.429|b & k daniel enterprises inc|
+61.5955|-149.423|61.5955|-149.423|b & r communications|
+61.5801|-149.461|61.5801|-149.461|b d builders|
+61.5785|-149.415|61.5785|-149.415|b howard & assoc|
+61.6402|-149.34|61.6402|-149.34|b original signs|
+61.583|-149.457|61.583|-149.457|back & neck pain relief ctr|
+61.5907|-149.295|61.5907|-149.295|bagels alaska|
+61.6141|-149.457|61.6141|-149.457|bailey construction management|
+61.5933|-149.397|61.5933|-149.397|bailey's backhoe|
+61.6091|-149.77|61.6091|-149.77|bailey's furniture outlet|
+61.577|-149.411|61.577|-149.411|bailey's sleep gallery|
+61.6078|-149.322|61.6078|-149.322|bald mountain landscape co|
+61.6131|-149.397|61.6131|-149.397|bald mountain lumber|
+61.6648|-149.372|61.6648|-149.372|baldy mountain rental|
+61.5531|-149.651|61.5531|-149.651|bales construction|
+61.5811|-149.45|61.5811|-149.45|banana pepper espresso|
+61.583|-149.457|61.583|-149.457|bandwagon skate & snowboard|
+61.1955|-149.9|61.1955|-149.9|focus co|
+61.1844|-149.897|61.1844|-149.897|focus hair salon|
+61.1901|-149.892|61.1901|-149.892|fof communications|
+61.1444|-149.867|61.1444|-149.867|foley & foley|
+61.1955|-149.9|61.1955|-149.9|follett & assoc|
+61.1893|-149.887|61.1893|-149.887|fonte' coffee roaster|
+61.2174|-149.888|61.2174|-149.888|fonte' coffee roaster|
+61.2227|-149.842|61.2227|-149.842|food bank of alaska|
+61.1263|-149.872|61.1263|-149.872|food services of america|
+61.1138|-149.866|61.1138|-149.866|food transportation svc|
+61.2157|-149.821|61.2157|-149.821|foot locker|
+61.2174|-149.888|61.2174|-149.888|foot locker|
+61.1855|-149.868|61.1855|-149.868|foot locker|
+61.1951|-149.873|61.1951|-149.873|foot locker|
+61.1444|-149.867|61.1444|-149.867|foot locker|
+61.1883|-149.735|61.1883|-149.735|foothills self storage|
+61.2161|-149.876|61.2161|-149.876|footprint productions|
+61.2161|-149.876|61.2161|-149.876|for sale by owner alaska|
+61.1893|-149.888|61.1893|-149.888|for sale by owner assistance|
+61.2174|-149.888|61.2174|-149.888|for your cell only|
+61.1914|-149.886|61.1914|-149.886|ford motor credit co|
+61.1541|-149.958|61.1541|-149.958|kurt ford|
+61.1259|-149.717|61.1259|-149.717|forest & land management inc|
+61.2193|-149.902|61.2193|-149.902|forest oil corp|
+61.1879|-149.886|61.1879|-149.886|forestry div|
+61.1372|-149.912|61.1372|-149.912|forget me not assisted living|
+61.1101|-149.857|61.1101|-149.857|forget me not demos|
+61.1791|-149.94|61.1791|-149.94|forget me not hair & nail sln|
+61.2031|-149.749|61.2031|-149.749|forget-me-not business|
+61.1914|-149.877|61.1914|-149.877|forget-me-not rubber stamps|
+61.1944|-149.883|61.1944|-149.883|fortier & mikko|
+61.1923|-149.886|61.1923|-149.886|forty niner transportation inc|
+61.2123|-149.854|61.2123|-149.854|forward amusement co|
+61.2161|-149.876|61.2161|-149.876|fosler law group|
+61.2171|-149.9|61.2171|-149.9|accel fire systems inc|
+61.1125|-149.861|61.1125|-149.861|mr rooter|
+61.1419|-149.896|61.1419|-149.896|picture perfect pntg & drywall|
+61.145|-149.878|61.145|-149.878|power electric & general contg|
+61.1044|-149.865|61.1044|-149.865|alaska refinishers|
+61.1444|-149.876|61.1444|-149.876|ats alaska inc|
+61.1|-149.85|61.1|-149.85|alaska contrs & engineers llc|
+61.1105|-149.861|61.1105|-149.861|alaska dream kitchens|
+61.1286|-149.957|61.1286|-149.957|arctic enterprises|
+61.1201|-149.89|61.1201|-149.89|integrity framing|
+61.112|-149.871|61.112|-149.871|hammer roofing|
+61.1427|-149.864|61.1427|-149.864|gallos|
+61.1212|-149.947|61.1212|-149.947|novakovichs enterprises inc|
+61.1228|-149.939|61.1228|-149.939|blackfrog specialties llp|
+61.1093|-149.871|61.1093|-149.871|firstmark homes corp|
+61.145|-149.878|61.145|-149.878|grose brothers|
+61.1191|-149.871|61.1191|-149.871|swanson general contractors|
+61.1003|-149.856|61.1003|-149.856|sheehan drywall inc|
+61.1113|-149.872|61.1113|-149.872|quality northern drywall|
+61.1084|-149.861|61.1084|-149.861|foam & coating statewide|
+61.144|-149.878|61.144|-149.878|cornerstone tile|
+61.1426|-149.877|61.1426|-149.877|rinos tile & stone|
+61.1173|-149.861|61.1173|-149.861|cm toms carpentry|
+61.1347|-149.914|61.1347|-149.914|gregs carpentry plus|
+61.1291|-149.951|61.1291|-149.951|jelles bent nail|
+61.1116|-149.862|61.1116|-149.862|dreyers of alaska distributor|
+61.144|-149.893|61.144|-149.893|creative kitchen designs inc|
+61.1148|-149.867|61.1148|-149.867|pacific drilling ltd|
+61.1178|-149.88|61.1178|-149.88|digger dans backhoe|
+61.2191|-149.888|61.2191|-149.888|ebco|
+61.2191|-149.888|61.2191|-149.888|anchorage glacier pilots inc|
+61.2191|-149.888|61.2191|-149.888|mini-brute service inc|
+64.8403|-147.784|64.8403|-147.784|william pike consulting|
+64.843|-147.722|64.843|-147.722|william r fairbanks investment|
+64.8421|-147.725|64.8421|-147.725|william r satterberg jr law|
+64.8631|-147.758|64.8631|-147.758|williams express|
+64.8476|-147.704|64.8476|-147.704|williams express|
+64.826|-147.714|64.826|-147.714|williams express|
+64.9401|-147.402|64.9401|-147.402|susan williamson|
+64.8436|-147.722|64.8436|-147.722|willis of alaska inc|
+64.8375|-147.812|64.8375|-147.812|willow creek clothing llc|
+64.8302|-147.744|64.8302|-147.744|willow physical therapy|
+64.8615|-147.722|64.8615|-147.722|willow woods apartments|
+64.8496|-147.718|64.8496|-147.718|wilson & wilson|
+64.8414|-147.713|64.8414|-147.713|wilton adjustment svc|
+64.8426|-147.72|64.8426|-147.72|winfree law office|
+64.8371|-147.716|64.8371|-147.716|mary c wing|
+64.811|-147.71|64.811|-147.71|wingfoot commercial tire systs|
+64.8151|-147.707|64.8151|-147.707|wings|
+64.8098|-147.764|64.8098|-147.764|wire communications inc|
+64.8515|-147.706|64.8515|-147.706|wireless retail inc|
+64.856|-147.809|64.856|-147.809|wok n roll express|
+64.856|-147.809|64.856|-147.809|wok n' roll express|
+64.8488|-147.811|64.8488|-147.811|wolf run restaurant|
+64.856|-147.809|64.856|-147.809|timothy j woller dds|
+64.8331|-147.647|64.8331|-147.647|wolverine supply|
+64.8547|-147.754|64.8547|-147.754|women & children ctr|
+64.8151|-147.707|64.8151|-147.707|women's center|
+64.8516|-147.709|64.8516|-147.709|women's health midwifery svc|
+64.8411|-147.718|64.8411|-147.718|brett m wood|
+64.8818|-147.638|64.8818|-147.638|woodcraft unlimited|
+64.8389|-147.87|64.8389|-147.87|woodriver elementary school|
+64.8596|-147.73|64.8596|-147.73|woodway|
+64.9234|-147.744|64.9234|-147.744|work in progress|
+64.9271|-147.716|64.9271|-147.716|work in progress|
+64.8725|-147.59|64.8725|-147.59|work man|
+60.6331|-151.163|60.6331|-151.163|gamas designs|
+60.5601|-151.186|60.5601|-151.186|nordic log homes|
+60.6331|-151.163|60.6331|-151.163|hall quality builders inc|
+60.5751|-151.311|60.5751|-151.311|agrium us inc|
+60.5681|-151.27|60.5681|-151.27|online systems|
+60.5585|-151.252|60.5585|-151.252|j c penny catalog|
+60.6331|-151.163|60.6331|-151.163|deans peninsula printing|
+60.6331|-151.163|60.6331|-151.163|arctic printing|
+60.6331|-151.163|60.6331|-151.163|peninsula clarion|
+60.5602|-151.244|60.5602|-151.244|printers ink|
+60.6331|-151.163|60.6331|-151.163|lowestein construction|
+60.6331|-151.163|60.6331|-151.163|redoubt/bering pcf joint ventr|
+60.5091|-151.146|60.5091|-151.146|quality asphalt|
+60.6331|-151.163|60.6331|-151.163|commercial auto repr eqp svcs|
+60.5571|-151.062|60.5571|-151.062|peninsula construction inc|
+60.7016|-151.318|60.7016|-151.318|troy built construction|
+60.6331|-151.163|60.6331|-151.163|ace|
+60.6331|-151.163|60.6331|-151.163|brown construction company|
+60.5677|-151.204|60.5677|-151.204|scotts construction|
+60.6331|-151.163|60.6331|-151.163|kenneth r puch construction|
+60.6671|-151.33|60.6671|-151.33|veal construction|
+60.6331|-151.163|60.6331|-151.163|tng builders|
+60.5007|-151.276|60.5007|-151.276|dan sterchi construction|
+60.5579|-151.058|60.5579|-151.058|c & o builders|
+60.6331|-151.163|60.6331|-151.163|alaska family salmon llc|
+60.6331|-151.163|60.6331|-151.163|p a s inc|
+60.6331|-151.163|60.6331|-151.163|unocal corporation|
+60.5552|-151.25|60.5552|-151.25|2go|
+60.5601|-151.287|60.5601|-151.287|2go|
+60.6379|-151.351|60.6379|-151.351|2go|
+60.6331|-151.163|60.6331|-151.163|m a p crude petroleum & natura|
+60.7411|-151.302|60.7411|-151.302|m a p crude petroleum & naturl|
+60.6331|-151.163|60.6331|-151.163|shell|
+60.6331|-151.163|60.6331|-151.163|tesoro|
+60.5011|-151.275|60.5011|-151.275|trail lakes hatchery|
+61.5724|-149.445|61.5724|-149.445|kathleen c barron|
+61.6141|-149.457|61.6141|-149.457|barton electric|
+61.5641|-149.352|61.5641|-149.352|baxter inc|
+61.6041|-149.641|61.6041|-149.641|bear|
+61.5701|-149.497|61.5701|-149.497|bear air|
+61.6253|-149.432|61.6253|-149.432|bear paw masonry|
+61.5821|-149.438|61.5821|-149.438|bears den restaurant|
+61.7321|-150.12|61.7321|-150.12|beautiful homes by jeremy|
+61.5531|-149.651|61.5531|-149.651|becky's kettle korn|
+61.5368|-149.457|61.5368|-149.457|bee teddybear ranch|
+61.5846|-149.352|61.5846|-149.352|beehive beauty shop|
+61.5841|-149.466|61.5841|-149.466|bench transmission & gear|
+61.5812|-149.448|61.5812|-149.448|benefits consulting svc|
+61.6202|-149.381|61.6202|-149.381|berg development inc|
+61.5595|-149.514|61.5595|-149.514|berg masonry|
+61.5858|-149.493|61.5858|-149.493|berg roofing|
+61.7321|-150.12|61.7321|-150.12|beryozava elementary school|
+61.5257|-149.496|61.5257|-149.496|besse engineering|
+61.5811|-149.433|61.5811|-149.433|best in the land realty & ins|
+61.5775|-149.483|61.5775|-149.483|best western inn|
+61.5531|-149.651|61.5531|-149.651|better building concepts|
+61.5895|-149.406|61.5895|-149.406|natalie beyeler do|
+61.6141|-149.457|61.6141|-149.457|big bad wolf custom builders|
+61.5811|-149.45|61.5811|-149.45|big boys toys storage|
+61.5811|-149.45|61.5811|-149.45|big lake baptist church|
+61.6141|-149.457|61.6141|-149.457|big lake lions club|
+61.5671|-149.314|61.5671|-149.314|big lake polaris|
+61.6081|-149.3|61.6081|-149.3|big valley trucking|
+61.5411|-149.588|61.5411|-149.588|birch grove studios|
+61.3981|-149.843|61.3981|-149.843|birch harbor baptist church|
+61.5901|-149.444|61.5901|-149.444|birches|
+61.6141|-149.457|61.6141|-149.457|bit o lab kennels|
+61.5855|-149.327|61.5855|-149.327|blaine's picture framing|
+61.5952|-149.377|61.5952|-149.377|blind store|
+61.6091|-149.77|61.6091|-149.77|blizzard plows of alaska|
+61.5777|-149.412|61.5777|-149.412|blockbuster video|
+61.1991|-149.903|61.1991|-149.903|foster grandparent programs|
+61.2174|-149.904|61.2174|-149.904|foster pepper rubini & reeves|
+61.1878|-149.914|61.1878|-149.914|fountain chevron|
+61.2158|-149.881|61.2158|-149.881|fountains condominium|
+61.1991|-149.903|61.1991|-149.903|four a's|
+61.1811|-149.896|61.1811|-149.896|four dam pool power agency|
+61.2171|-149.771|61.2171|-149.771|four seasons|
+61.0893|-149.811|61.0893|-149.811|four seasons masonry|
+61.1261|-149.948|61.1261|-149.948|four seasons roofing|
+61.1088|-149.84|61.1088|-149.84|four seasons sunrooms|
+61.2031|-149.749|61.2031|-149.749|four seasons travel|
+61.1282|-149.847|61.1282|-149.847|four sons construction|
+61.1201|-149.89|61.1201|-149.89|four waters aquatics|
+61.2001|-149.867|61.2001|-149.867|fourth & feather product|
+61.2188|-149.896|61.2188|-149.896|fourth avenue barber shop|
+61.2183|-149.894|61.2183|-149.894|fourth avenue trolley tours|
+61.1836|-149.796|61.1836|-149.796|fowler & assoc|
+61.2141|-149.888|61.2141|-149.888|fowler agency|
+61.1088|-149.783|61.1088|-149.783|fowler gun & machine shop|
+61.1901|-149.892|61.1901|-149.892|michael fowler|
+61.2031|-149.749|61.2031|-149.749|foxie roxies|
+61.1536|-149.884|61.1536|-149.884|foxwood condominiums|
+61.1381|-149.844|61.1381|-149.844|frame cache|
+61.1938|-149.878|61.1938|-149.878|frame of mind|
+61.1883|-149.896|61.1883|-149.896|frame workshop & gallery|
+61.0939|-149.818|61.0939|-149.818|framemaker|
+61.1955|-149.878|61.1955|-149.878|frames etc|
+61.1883|-149.894|61.1883|-149.894|frameworks|
+61.199|-149.9|61.199|-149.9|framewright|
+61.1851|-149.934|61.1851|-149.934|fran's place bed & breakfast|
+61.1973|-149.748|61.1973|-149.748|francis gallela & assoc|
+61.1715|-149.9|61.1715|-149.9|frank flavin photography|
+61.2201|-149.895|61.2201|-149.895|frank s kozoil law offices|
+61.1101|-149.857|61.1101|-149.857|a & g enterprises inc|
+61.1101|-149.857|61.1101|-149.857|c & v backhoe service|
+61.1101|-149.857|61.1101|-149.857|s & a enterprises|
+61.1101|-149.857|61.1101|-149.857|x alaska inc|
+61.1101|-149.857|61.1101|-149.857|mc kinley landscaping inc|
+61.1101|-149.857|61.1101|-149.857|cats eye excavating inc|
+61.1101|-149.857|61.1101|-149.857|kincaid & son construction co|
+61.1101|-149.857|61.1101|-149.857|wood & beek contracting inc|
+61.1101|-149.857|61.1101|-149.857|fish alaska publication llc|
+61.1101|-149.857|61.1101|-149.857|instructional resources co|
+61.1101|-149.857|61.1101|-149.857|alpha fur dressing inc|
+61.1101|-149.857|61.1101|-149.857|alaskan quality log homes|
+61.1045|-149.859|61.1045|-149.859|titan enterprises|
+61.131|-149.878|61.131|-149.878|speedy auto glass|
+61.1024|-149.853|61.1024|-149.853|kenny withrow|
+61.1097|-149.881|61.1097|-149.881|alaskan paving & cnstr co|
+61.1314|-149.862|61.1314|-149.862|advanced industries|
+61.117|-149.879|61.117|-149.879|c cohn fur processors|
+61.145|-149.878|61.145|-149.878|alaskamen magazine inc|
+61.1215|-149.926|61.1215|-149.926|wood n things|
+61.1426|-149.877|61.1426|-149.877|tweedie douglas marketing|
+61.1377|-149.864|61.1377|-149.864|grizzly advertising spc|
+61.1444|-149.867|61.1444|-149.867|lees embroidery|
+61.126|-149.934|61.126|-149.934|labau frest rsurces consulting|
+61.1407|-149.887|61.1407|-149.887|m&l landscaping|
+61.1444|-149.876|61.1444|-149.876|bridgettes dog grooming|
+61.1074|-149.862|61.1074|-149.862|alpine animalhospital|
+61.107|-149.862|61.107|-149.862|evergreen landscaping inc|
+61.1053|-149.86|61.1053|-149.86|great alaska lawn and ldscpg|
+61.1124|-149.862|61.1124|-149.862|karin e schmidt dvm|
+61.1377|-149.864|61.1377|-149.864|pet xpress/the dog wash|
+61.1293|-149.862|61.1293|-149.862|amd enterprises|
+61.1426|-149.897|61.1426|-149.897|chaluka corp|
+64.8421|-147.733|64.8421|-147.733|workers' compensation conslnt|
+64.8579|-147.77|64.8579|-147.77|works creative catering|
+64.8411|-147.718|64.8411|-147.718|world eskimo-indian olympics|
+64.8429|-147.716|64.8429|-147.716|world plus inc|
+64.8523|-147.769|64.8523|-147.769|world wide movers inc|
+64.8081|-147.851|64.8081|-147.851|wright air svc|
+64.9401|-147.402|64.9401|-147.402|wsa alaska|
+64.9039|-147.623|64.9039|-147.623|wsi certified web solutions|
+64.8132|-147.7|64.8132|-147.7|wtw trucking|
+64.8452|-147.714|64.8452|-147.714|wyatt enterprises|
+64.8916|-147.563|64.8916|-147.563|wynfromere farms|
+64.8132|-147.731|64.8132|-147.731|x-ray motors|
+64.8495|-147.716|64.8495|-147.716|xavier hall|
+64.8371|-147.716|64.8371|-147.716|xentrix dezinz|
+64.8471|-147.706|64.8471|-147.706|xerox corp|
+64.8169|-147.779|64.8169|-147.779|xral laboratories|
+64.8438|-147.901|64.8438|-147.901|yak estates apartments|
+64.843|-147.722|64.843|-147.722|leslie yamamoto|
+64.8421|-147.686|64.8421|-147.686|dale yoder|
+64.8372|-147.809|64.8372|-147.809|you're special flowers & gifts|
+64.8465|-147.74|64.8465|-147.74|young learners preschool|
+64.8199|-147.737|64.8199|-147.737|young life|
+64.8191|-147.696|64.8191|-147.696|young's cleaning svc|
+64.8127|-147.745|64.8127|-147.745|young's gear inc|
+64.8344|-147.762|64.8344|-147.762|youth facility juvenile prbtn|
+64.8419|-147.722|64.8419|-147.722|youth sports bingo|
+64.8926|-147.465|64.8926|-147.465|youth with a mission|
+64.824|-147.899|64.824|-147.899|yukon air svc|
+64.8296|-147.848|64.8296|-147.848|yukon koyukuk school district|
+64.842|-147.721|64.842|-147.721|yukon quest cache|
+64.8455|-147.696|64.8455|-147.696|yukon quest intl|
+64.8448|-147.714|64.8448|-147.714|yukon river intl tribal wtrshd|
+64.8331|-147.812|64.8331|-147.812|yukon services|
+60.5011|-151.275|60.5011|-151.275|tutka hatchery|
+60.6331|-151.163|60.6331|-151.163|eklutna salmon hatchery|
+60.5555|-151.249|60.5555|-151.249|unocal corporation|
+60.6331|-151.163|60.6331|-151.163|industrial refuse|
+60.564|-151.242|60.564|-151.242|industrial instrument service|
+60.6331|-151.163|60.6331|-151.163|alaska pipe rcvery specialists|
+60.6331|-151.163|60.6331|-151.163|arc tech services|
+60.5643|-151.195|60.5643|-151.195|cornerstone construction|
+60.6331|-151.163|60.6331|-151.163|holt construction|
+60.6742|-151.213|60.6742|-151.213|alaskan new home builders|
+60.6331|-151.163|60.6331|-151.163|jc bookey excavating|
+60.6331|-151.163|60.6331|-151.163|lalasa kennels|
+60.5619|-151.277|60.5619|-151.277|herb fireweed garden & gifts|
+60.5559|-151.262|60.5559|-151.262|groomingdales|
+60.6331|-151.163|60.6331|-151.163|moores landscaping|
+60.5569|-151.059|60.5569|-151.059|d&n landscaping|
+60.6331|-151.163|60.6331|-151.163|fv cape spencer|
+60.6331|-151.163|60.6331|-151.163|efta commercial fishing|
+60.6331|-151.163|60.6331|-151.163|evergreen alaska inc|
+54.9801|-162.099|54.9801|-162.099|peter pan seafoods inc|
+54.9801|-162.099|54.9801|-162.099|dream girl owners fv mac|
+58.7051|-156.633|58.7051|-156.633|king salmon ground service|
+58.7051|-156.633|58.7051|-156.633|odw & son construction|
+58.7051|-156.633|58.7051|-156.633|badger electric|
+58.7051|-156.633|58.7051|-156.633|harris electric inc|
+58.7051|-156.633|58.7051|-156.633|ram rentals|
+58.7051|-156.633|58.7051|-156.633|national park svcs dept intr|
+58.7051|-156.633|58.7051|-156.633|diane woods greenhouse|
+58.7051|-156.633|58.7051|-156.633|lone wolf construction|
+58.7051|-156.633|58.7051|-156.633|iliamna lake contractors llc|
+57.8591|-152.679|57.8591|-152.679|custom builders|
+57.7891|-152.397|57.7891|-152.397|kiewit pacific co|
+57.8591|-152.679|57.8591|-152.679|l g schneider & sons inc|
+57.8591|-152.679|57.8591|-152.679|f & r inc|
+57.8591|-152.679|57.8591|-152.679|majdic & son inc|
+61.5812|-149.436|61.5812|-149.436|blockbuster video|
+61.5825|-149.429|61.5825|-149.429|blood bank of alaska inc|
+61.6104|-149.425|61.6104|-149.425|bluestreak enterprises|
+61.6106|-149.392|61.6106|-149.392|bob mann appraisal svc|
+61.5803|-149.534|61.5803|-149.534|bob'sleds of alaska|
+61.5856|-149.316|61.5856|-149.316|body's in motion dance apparel|
+61.5887|-149.407|61.5887|-149.407|bogard dental|
+61.6141|-149.449|61.6141|-149.449|bogard mail svc|
+61.6144|-149.326|61.6144|-149.326|bogard mail svc|
+61.6141|-149.457|61.6141|-149.457|bogard road baptist|
+61.6141|-149.457|61.6141|-149.457|jack bohnert|
+61.6141|-149.457|61.6141|-149.457|bolinder excavating|
+61.6141|-149.457|61.6141|-149.457|bonny masonry|
+61.5824|-149.46|61.5824|-149.46|books inc|
+61.5531|-149.651|61.5531|-149.651|bootleg electric|
+61.6091|-149.77|61.6091|-149.77|borealis beach club|
+61.6141|-149.457|61.6141|-149.457|borealis property svc|
+61.7321|-150.12|61.7321|-150.12|borough transfer site|
+61.6118|-149.444|61.6118|-149.444|bowker mechanical|
+61.5825|-149.429|61.5825|-149.429|boyer bowers & tegeler|
+61.5811|-149.43|61.5811|-149.43|boyer bowers & tegeler|
+61.6006|-149.357|61.6006|-149.357|boys & girls clubs|
+61.7321|-150.12|61.7321|-150.12|brain garden|
+61.6141|-149.457|61.6141|-149.457|branching out|
+61.5867|-149.43|61.5867|-149.43|brett memorial ice arena|
+61.5869|-149.428|61.5869|-149.428|brett memorial ice arena|
+61.5776|-149.411|61.5776|-149.411|brew bakers espresso|
+61.6141|-149.457|61.6141|-149.457|bridgestone bookkeeping svc|
+61.6141|-149.457|61.6141|-149.457|brite learning materials|
+61.5822|-149.463|61.5822|-149.463|brown jug inc|
+61.5816|-149.452|61.5816|-149.452|brown's electrical supply|
+61.6141|-149.457|61.6141|-149.457|brown's plumbing|
+61.6141|-149.457|61.6141|-149.457|browngoetz consulting|
+61.5765|-149.407|61.5765|-149.407|bruce's street & skate|
+61.5788|-149.483|61.5788|-149.483|bruno's concrete|
+61.5801|-149.461|61.5801|-149.461|bruns concrete & construction|
+61.1901|-149.892|61.1901|-149.892|franke enterprises|
+61.1983|-149.88|61.1983|-149.88|franklin & assoc|
+61.2161|-149.876|61.2161|-149.876|franks concrete & masonry|
+61.2174|-149.888|61.2174|-149.888|fraternal order of ak troopers|
+61.1662|-149.845|61.1662|-149.845|fraternal order of eagles|
+61.1879|-149.886|61.1879|-149.886|fraud control unit|
+61.223|-149.872|61.223|-149.872|fraud control unit|
+61.1901|-149.892|61.1901|-149.892|frawner corp|
+61.159|-149.858|61.159|-149.858|fred astaire dance studio|
+61.1377|-149.864|61.1377|-149.864|fred astaire dance studio|
+61.1935|-149.804|61.1935|-149.804|fred barbee & assoc|
+61.2174|-149.888|61.2174|-149.888|fred meyer jewelers|
+61.1444|-149.867|61.1444|-149.867|fred meyer jewelers|
+61.195|-149.864|61.195|-149.864|fred meyer one stop shopping|
+61.1375|-149.916|61.1375|-149.916|fred meyer one stop shopping|
+61.1373|-149.839|61.1373|-149.839|fred meyer one stop shopping|
+61.2099|-149.737|61.2099|-149.737|fred meyer one stop shopping|
+61.1946|-149.941|61.1946|-149.941|fred walatka & assoc|
+61.1973|-149.877|61.1973|-149.877|fred's bail bonding|
+61.1541|-149.958|61.1541|-149.958|fred's towing & recovery|
+61.2188|-149.896|61.2188|-149.896|frederick h hahn law offices|
+61.2171|-149.795|61.2171|-149.795|free methodist church|
+61.1541|-149.958|61.1541|-149.958|freedom refuse|
+61.1973|-149.877|61.1973|-149.877|freedom ventures trust|
+61.2148|-149.9|61.2148|-149.9|freelance legal secretary|
+61.2099|-149.762|61.2099|-149.762|freight management svc|
+61.163|-149.859|61.163|-149.859|freightliner of alaska|
+61.2239|-149.823|61.2239|-149.823|freightliner of alaska|
+61.1896|-149.91|61.1896|-149.91|fremont transfer hair est|
+61.1923|-149.886|61.1923|-149.886|french bean|
+61.1541|-149.958|61.1541|-149.958|french consulate|
+61.1935|-149.905|61.1935|-149.905|french oven|
+61.1854|-149.928|61.1854|-149.928|french's construction|
+61.1152|-149.914|61.1152|-149.914|fresh & clean janitorial svc|
+61.1387|-149.915|61.1387|-149.915|wilson riley k dvm vet|
+61.1387|-149.915|61.1387|-149.915|james e gaarder dvm dacvo|
+61.1145|-149.876|61.1145|-149.876|d&t enterprises|
+61.1421|-149.9|61.1421|-149.9|dimond greenhouses inc|
+61.1053|-149.859|61.1053|-149.859|alaska winter gardens|
+61.1124|-149.862|61.1124|-149.862|handler corp|
+61.1441|-149.878|61.1441|-149.878|kitchels alaska guide service|
+61.1243|-149.927|61.1243|-149.927|romo equipment co|
+61.1337|-149.878|61.1337|-149.878|brooks range supply inc|
+61.1209|-149.884|61.1209|-149.884|roger hickel contracting|
+61.1084|-149.861|61.1084|-149.861|f & f construction|
+61.1426|-149.878|61.1426|-149.878|acme fence co inc|
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part1.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part1.tbl
new file mode 100644
index 0000000..8395f01
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part1.tbl
@@ -0,0 +1,75 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
+30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
+31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
+40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
+41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
+43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
+44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
+45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
+47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
+48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
+49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
+51|Customer#000000051|uR,wEaiTvo4|12|22-344-885-4251|855.87|FURNITURE|eposits. furiously regular requests integrate carefully packages. furious|
+52|Customer#000000052|7 QOqGqqSy9jfV51BC71jcHJSD0|11|21-186-284-5998|5630.28|HOUSEHOLD|ic platelets use evenly even accounts. stealthy theodolites cajole furiou|
+53|Customer#000000053|HnaxHzTfFTZs8MuCpJyTbZ47Cm4wFOOgib|15|25-168-852-5363|4113.64|HOUSEHOLD|ar accounts are. even foxes are blithely. fluffily pending deposits boost|
+54|Customer#000000054|,k4vf 5vECGWFy,hosTE,|4|14-776-370-4745|868.90|AUTOMOBILE|sual, silent accounts. furiously express accounts cajole special deposits. final, final accounts use furi|
+55|Customer#000000055|zIRBR4KNEl HzaiV3a i9n6elrxzDEh8r8pDom|10|20-180-440-8525|4572.11|MACHINERY|ully unusual packages wake bravely bold packages. unusual requests boost deposits! blithely ironic packages ab|
+56|Customer#000000056|BJYZYJQk4yD5B|10|20-895-685-6920|6530.86|FURNITURE|. notornis wake carefully. carefully fluffy requests are furiously even accounts. slyly expre|
+57|Customer#000000057|97XYbsuOPRXPWU|21|31-835-306-1650|4151.93|AUTOMOBILE|ove the carefully special packages. even, unusual deposits sleep slyly pend|
+58|Customer#000000058|g9ap7Dk1Sv9fcXEWjpMYpBZIRUohi T|13|23-244-493-2508|6478.46|HOUSEHOLD|ideas. ironic ideas affix furiously express, final instructions. regular excuses use quickly e|
+59|Customer#000000059|zLOCP0wh92OtBihgspOGl4|1|11-355-584-3112|3458.60|MACHINERY|ously final packages haggle blithely after the express deposits. furiou|
+60|Customer#000000060|FyodhjwMChsZmUz7Jz0H|12|22-480-575-5866|2741.87|MACHINERY|latelets. blithely unusual courts boost furiously about the packages. blithely final instruct|
+61|Customer#000000061|9kndve4EAJxhg3veF BfXr7AqOsT39o gtqjaYE|17|27-626-559-8599|1536.24|FURNITURE|egular packages shall have to impress along the |
+62|Customer#000000062|upJK2Dnw13,|7|17-361-978-7059|595.61|MACHINERY|kly special dolphins. pinto beans are slyly. quickly regular accounts are furiously a|
+63|Customer#000000063|IXRSpVWWZraKII|21|31-952-552-9584|9331.13|AUTOMOBILE|ithely even accounts detect slyly above the fluffily ir|
+64|Customer#000000064|MbCeGY20kaKK3oalJD,OT|3|13-558-731-7204|-646.64|BUILDING|structions after the quietly ironic theodolites cajole be|
+65|Customer#000000065|RGT yzQ0y4l0H90P783LG4U95bXQFDRXbWa1sl,X|23|33-733-623-5267|8795.16|AUTOMOBILE|y final foxes serve carefully. theodolites are carefully. pending i|
+66|Customer#000000066|XbsEqXH1ETbJYYtA1A|22|32-213-373-5094|242.77|HOUSEHOLD|le slyly accounts. carefully silent packages benea|
+67|Customer#000000067|rfG0cOgtr5W8 xILkwp9fpCS8|9|19-403-114-4356|8166.59|MACHINERY|indle furiously final, even theodo|
+68|Customer#000000068|o8AibcCRkXvQFh8hF,7o|12|22-918-832-2411|6853.37|HOUSEHOLD| pending pinto beans impress realms. final dependencies |
+69|Customer#000000069|Ltx17nO9Wwhtdbe9QZVxNgP98V7xW97uvSH1prEw|9|19-225-978-5670|1709.28|HOUSEHOLD|thely final ideas around the quickly final dependencies affix carefully quickly final theodolites. final accounts c|
+70|Customer#000000070|mFowIuhnHjp2GjCiYYavkW kUwOjIaTCQ|22|32-828-107-2832|4867.52|FURNITURE|fter the special asymptotes. ideas after the unusual frets cajole quickly regular pinto be|
+71|Customer#000000071|TlGalgdXWBmMV,6agLyWYDyIz9MKzcY8gl,w6t1B|7|17-710-812-5403|-611.19|HOUSEHOLD|g courts across the regular, final pinto beans are blithely pending ac|
+72|Customer#000000072|putjlmskxE,zs,HqeIA9Wqu7dhgH5BVCwDwHHcf|2|12-759-144-9689|-362.86|FURNITURE|ithely final foxes sleep always quickly bold accounts. final wat|
+73|Customer#000000073|8IhIxreu4Ug6tt5mog4|0|10-473-439-3214|4288.50|BUILDING|usual, unusual packages sleep busily along the furiou|
+74|Customer#000000074|IkJHCA3ZThF7qL7VKcrU nRLl,kylf |4|14-199-862-7209|2764.43|MACHINERY|onic accounts. blithely slow packages would haggle carefully. qui|
+75|Customer#000000075|Dh 6jZ,cwxWLKQfRKkiGrzv6pm|18|28-247-803-9025|6684.10|AUTOMOBILE| instructions cajole even, even deposits. finally bold deposits use above the even pains. slyl|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part2.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part2.tbl
new file mode 100644
index 0000000..3cb282c
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer-part2.tbl
@@ -0,0 +1,75 @@
+76|Customer#000000076|m3sbCvjMOHyaOofH,e UkGPtqc4|0|10-349-718-3044|5745.33|FURNITURE|pecial deposits. ironic ideas boost blithely according to the closely ironic theodolites! furiously final deposits n|
+77|Customer#000000077|4tAE5KdMFGD4byHtXF92vx|17|27-269-357-4674|1738.87|BUILDING|uffily silent requests. carefully ironic asymptotes among the ironic hockey players are carefully bli|
+78|Customer#000000078|HBOta,ZNqpg3U2cSL0kbrftkPwzX|9|19-960-700-9191|7136.97|FURNITURE|ests. blithely bold pinto beans h|
+79|Customer#000000079|n5hH2ftkVRwW8idtD,BmM2|15|25-147-850-4166|5121.28|MACHINERY|es. packages haggle furiously. regular, special requests poach after the quickly express ideas. blithely pending re|
+80|Customer#000000080|K,vtXp8qYB |0|10-267-172-7101|7383.53|FURNITURE|tect among the dependencies. bold accounts engage closely even pinto beans. ca|
+81|Customer#000000081|SH6lPA7JiiNC6dNTrR|20|30-165-277-3269|2023.71|BUILDING|r packages. fluffily ironic requests cajole fluffily. ironically regular theodolit|
+82|Customer#000000082|zhG3EZbap4c992Gj3bK,3Ne,Xn|18|28-159-442-5305|9468.34|AUTOMOBILE|s wake. bravely regular accounts are furiously. regula|
+83|Customer#000000083|HnhTNB5xpnSF20JBH4Ycs6psVnkC3RDf|22|32-817-154-4122|6463.51|BUILDING|ccording to the quickly bold warhorses. final, regular foxes integrate carefully. bold packages nag blithely ev|
+84|Customer#000000084|lpXz6Fwr9945rnbtMc8PlueilS1WmASr CB|11|21-546-818-3802|5174.71|FURNITURE|ly blithe foxes. special asymptotes haggle blithely against the furiously regular depo|
+85|Customer#000000085|siRerlDwiolhYR 8FgksoezycLj|5|15-745-585-8219|3386.64|FURNITURE|ronic ideas use above the slowly pendin|
+86|Customer#000000086|US6EGGHXbTTXPL9SBsxQJsuvy|0|10-677-951-2353|3306.32|HOUSEHOLD|quests. pending dugouts are carefully aroun|
+87|Customer#000000087|hgGhHVSWQl 6jZ6Ev|23|33-869-884-7053|6327.54|FURNITURE|hely ironic requests integrate according to the ironic accounts. slyly regular pla|
+88|Customer#000000088|wtkjBN9eyrFuENSMmMFlJ3e7jE5KXcg|16|26-516-273-2566|8031.44|AUTOMOBILE|s are quickly above the quickly ironic instructions; even requests about the carefully final deposi|
+89|Customer#000000089|dtR, y9JQWUO6FoJExyp8whOU|14|24-394-451-5404|1530.76|FURNITURE|counts are slyly beyond the slyly final accounts. quickly final ideas wake. r|
+90|Customer#000000090|QxCzH7VxxYUWwfL7|16|26-603-491-1238|7354.23|BUILDING|sly across the furiously even |
+91|Customer#000000091|S8OMYFrpHwoNHaGBeuS6E 6zhHGZiprw1b7 q|8|18-239-400-3677|4643.14|AUTOMOBILE|onic accounts. fluffily silent pinto beans boost blithely according to the fluffily exp|
+92|Customer#000000092|obP PULk2LH LqNF,K9hcbNqnLAkJVsl5xqSrY,|2|12-446-416-8471|1182.91|MACHINERY|. pinto beans hang slyly final deposits. ac|
+93|Customer#000000093|EHXBr2QGdh|7|17-359-388-5266|2182.52|MACHINERY|press deposits. carefully regular platelets r|
+94|Customer#000000094|IfVNIN9KtkScJ9dUjK3Pg5gY1aFeaXewwf|9|19-953-499-8833|5500.11|HOUSEHOLD|latelets across the bold, final requests sleep according to the fluffily bold accounts. unusual deposits amon|
+95|Customer#000000095|EU0xvmWvOmUUn5J,2z85DQyG7QCJ9Xq7|15|25-923-255-2929|5327.38|MACHINERY|ithely. ruthlessly final requests wake slyly alongside of the furiously silent pinto beans. even the|
+96|Customer#000000096|vWLOrmXhRR|8|18-422-845-1202|6323.92|AUTOMOBILE|press requests believe furiously. carefully final instructions snooze carefully. |
+97|Customer#000000097|OApyejbhJG,0Iw3j rd1M|17|27-588-919-5638|2164.48|AUTOMOBILE|haggle slyly. bold, special ideas are blithely above the thinly bold theo|
+98|Customer#000000098|7yiheXNSpuEAwbswDW|12|22-885-845-6889|-551.37|BUILDING|ages. furiously pending accounts are quickly carefully final foxes: busily pe|
+99|Customer#000000099|szsrOiPtCHVS97Lt|15|25-515-237-9232|4088.65|HOUSEHOLD|cajole slyly about the regular theodolites! furiously bold requests nag along the pending, regular packages. somas|
+100|Customer#000000100|fptUABXcmkC5Wx|20|30-749-445-4907|9889.89|FURNITURE|was furiously fluffily quiet deposits. silent, pending requests boost against |
+101|Customer#000000101|sMmL2rNeHDltovSm Y|2|12-514-298-3699|7470.96|MACHINERY| sleep. pending packages detect slyly ironic pack|
+102|Customer#000000102|UAtflJ06 fn9zBfKjInkQZlWtqaA|19|29-324-978-8538|8462.17|BUILDING|ously regular dependencies nag among the furiously express dinos. blithely final|
+103|Customer#000000103|8KIsQX4LJ7QMsj6DrtFtXu0nUEdV,8a|9|19-216-107-2107|2757.45|BUILDING|furiously pending notornis boost slyly around the blithely ironic ideas? final, even instructions cajole fl|
+104|Customer#000000104|9mcCK L7rt0SwiYtrbO88DiZS7U d7M|10|20-966-284-8065|-588.38|FURNITURE|rate carefully slyly special pla|
+105|Customer#000000105|4iSJe4L SPjg7kJj98Yz3z0B|10|20-793-553-6417|9091.82|MACHINERY|l pains cajole even accounts. quietly final instructi|
+106|Customer#000000106|xGCOEAUjUNG|1|11-751-989-4627|3288.42|MACHINERY|lose slyly. ironic accounts along the evenly regular theodolites wake about the special, final gifts. |
+107|Customer#000000107|Zwg64UZ,q7GRqo3zm7P1tZIRshBDz|15|25-336-529-9919|2514.15|AUTOMOBILE|counts cajole slyly. regular requests wake. furiously regular deposits about the blithely final fo|
+108|Customer#000000108|GPoeEvpKo1|5|15-908-619-7526|2259.38|BUILDING|refully ironic deposits sleep. regular, unusual requests wake slyly|
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+127|Customer#000000127|Xyge4DX2rXKxXyye1Z47LeLVEYMLf4Bfcj|21|31-101-672-2951|9280.71|MACHINERY|ic, unusual theodolites nod silently after the final, ironic instructions: pending r|
+128|Customer#000000128|AmKUMlJf2NRHcKGmKjLS|4|14-280-874-8044|-986.96|HOUSEHOLD|ing packages integrate across the slyly unusual dugouts. blithely silent ideas sublate carefully. blithely expr|
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+132|Customer#000000132|QM5YabAsTLp9|4|14-692-150-9717|162.57|HOUSEHOLD|uickly carefully special theodolites. carefully regular requests against the blithely unusual instructions |
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+149|Customer#000000149|3byTHCp2mNLPigUrrq|19|29-797-439-6760|8959.65|AUTOMOBILE|al instructions haggle against the slyly bold w|
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diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer.tbl
new file mode 100644
index 0000000..5d39c80
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer.tbl
@@ -0,0 +1,150 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
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+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
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+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
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+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
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+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
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+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
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+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
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+56|Customer#000000056|BJYZYJQk4yD5B|10|20-895-685-6920|6530.86|FURNITURE|. notornis wake carefully. carefully fluffy requests are furiously even accounts. slyly expre|
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+60|Customer#000000060|FyodhjwMChsZmUz7Jz0H|12|22-480-575-5866|2741.87|MACHINERY|latelets. blithely unusual courts boost furiously about the packages. blithely final instruct|
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+127|Customer#000000127|Xyge4DX2rXKxXyye1Z47LeLVEYMLf4Bfcj|21|31-101-672-2951|9280.71|MACHINERY|ic, unusual theodolites nod silently after the final, ironic instructions: pending r|
+128|Customer#000000128|AmKUMlJf2NRHcKGmKjLS|4|14-280-874-8044|-986.96|HOUSEHOLD|ing packages integrate across the slyly unusual dugouts. blithely silent ideas sublate carefully. blithely expr|
+129|Customer#000000129|q7m7rbMM0BpaCdmxloCgBDRCleXsXkdD8kf|7|17-415-148-7416|9127.27|HOUSEHOLD| unusual deposits boost carefully furiously silent ideas. pending accounts cajole slyly across|
+130|Customer#000000130|RKPx2OfZy0Vn 8wGWZ7F2EAvmMORl1k8iH|9|19-190-993-9281|5073.58|HOUSEHOLD|ix slowly. express packages along the furiously ironic requests integrate daringly deposits. fur|
+131|Customer#000000131|jyN6lAjb1FtH10rMC,XzlWyCBrg75|11|21-840-210-3572|8595.53|HOUSEHOLD|jole special packages. furiously final dependencies about the furiously speci|
+132|Customer#000000132|QM5YabAsTLp9|4|14-692-150-9717|162.57|HOUSEHOLD|uickly carefully special theodolites. carefully regular requests against the blithely unusual instructions |
+133|Customer#000000133|IMCuXdpIvdkYO92kgDGuyHgojcUs88p|17|27-408-997-8430|2314.67|AUTOMOBILE|t packages. express pinto beans are blithely along the unusual, even theodolites. silent packages use fu|
+134|Customer#000000134|sUiZ78QCkTQPICKpA9OBzkUp2FM|11|21-200-159-5932|4608.90|BUILDING|yly fluffy foxes boost final ideas. b|
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+136|Customer#000000136|QoLsJ0v5C1IQbh,DS1|7|17-501-210-4726|-842.39|FURNITURE|ackages sleep ironic, final courts. even requests above the blithely bold requests g|
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+149|Customer#000000149|3byTHCp2mNLPigUrrq|19|29-797-439-6760|8959.65|AUTOMOBILE|al instructions haggle against the slyly bold w|
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diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer3.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer3.tbl
new file mode 100644
index 0000000..099f14d
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer3.tbl
@@ -0,0 +1,20000 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
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+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
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+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
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+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
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+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
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+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
+30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
+31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
+40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
+41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
+43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
+44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
+45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
+47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
+48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
+49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
+30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
+31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
+40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
+41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
+43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
+44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
+45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
+47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
+48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
+49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer4.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer4.tbl
new file mode 100644
index 0000000..ea00470
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/customer4.tbl
@@ -0,0 +1,40000 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
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+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
+37|Customer#000000037|7EV4Pwh,3SboctTWt|8|18-385-235-7162|-917.75|FURNITURE|ilent packages are carefully among the deposits. furiousl|
+38|Customer#000000038|a5Ee5e9568R8RLP 2ap7|12|22-306-880-7212|6345.11|HOUSEHOLD|lar excuses. closely even asymptotes cajole blithely excuses. carefully silent pinto beans sleep carefully fin|
+39|Customer#000000039|nnbRg,Pvy33dfkorYE FdeZ60|2|12-387-467-6509|6264.31|AUTOMOBILE|tions. slyly silent excuses slee|
+40|Customer#000000040|gOnGWAyhSV1ofv|3|13-652-915-8939|1335.30|BUILDING|rges impress after the slyly ironic courts. foxes are. blithely |
+41|Customer#000000041|IM9mzmyoxeBmvNw8lA7G3Ydska2nkZF|10|20-917-711-4011|270.95|HOUSEHOLD|ly regular accounts hang bold, silent packages. unusual foxes haggle slyly above the special, final depo|
+42|Customer#000000042|ziSrvyyBke|5|15-416-330-4175|8727.01|BUILDING|ssly according to the pinto beans: carefully special requests across the even, pending accounts wake special|
+43|Customer#000000043|ouSbjHk8lh5fKX3zGso3ZSIj9Aa3PoaFd|19|29-316-665-2897|9904.28|MACHINERY|ial requests: carefully pending foxes detect quickly. carefully final courts cajole quickly. carefully|
+44|Customer#000000044|Oi,dOSPwDu4jo4x,,P85E0dmhZGvNtBwi|16|26-190-260-5375|7315.94|AUTOMOBILE|r requests around the unusual, bold a|
+45|Customer#000000045|4v3OcpFgoOmMG,CbnF,4mdC|9|19-715-298-9917|9983.38|AUTOMOBILE|nto beans haggle slyly alongside of t|
+46|Customer#000000046|eaTXWWm10L9|6|16-357-681-2007|5744.59|AUTOMOBILE|ctions. accounts sleep furiously even requests. regular, regular accounts cajole blithely around the final pa|
+47|Customer#000000047|b0UgocSqEW5 gdVbhNT|2|12-427-271-9466|274.58|BUILDING|ions. express, ironic instructions sleep furiously ironic ideas. furi|
+48|Customer#000000048|0UU iPhBupFvemNB|0|10-508-348-5882|3792.50|BUILDING|re fluffily pending foxes. pending, bold platelets sleep slyly. even platelets cajo|
+49|Customer#000000049|cNgAeX7Fqrdf7HQN9EwjUa4nxT,68L FKAxzl|10|20-908-631-4424|4573.94|FURNITURE|nusual foxes! fluffily pending packages maintain to the regular |
+50|Customer#000000050|9SzDYlkzxByyJ1QeTI o|6|16-658-112-3221|4266.13|MACHINERY|ts. furiously ironic accounts cajole furiously slyly ironic dinos.|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/lineitem.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/lineitem.tbl
new file mode 100644
index 0000000..58d47c6
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/lineitem.tbl
@@ -0,0 +1,6005 @@
+1|156|4|1|17|17954.55|0.04|0.02|N|O|1996-03-13|1996-02-12|1996-03-22|DELIVER IN PERSON|TRUCK|egular courts above the|
+1|68|9|2|36|34850.16|0.09|0.06|N|O|1996-04-12|1996-02-28|1996-04-20|TAKE BACK RETURN|MAIL|ly final dependencies: slyly bold |
+1|64|5|3|8|7712.48|0.10|0.02|N|O|1996-01-29|1996-03-05|1996-01-31|TAKE BACK RETURN|REG AIR|riously. regular, express dep|
+1|3|6|4|28|25284.00|0.09|0.06|N|O|1996-04-21|1996-03-30|1996-05-16|NONE|AIR|lites. fluffily even de|
+1|25|8|5|24|22200.48|0.10|0.04|N|O|1996-03-30|1996-03-14|1996-04-01|NONE|FOB| pending foxes. slyly re|
+1|16|3|6|32|29312.32|0.07|0.02|N|O|1996-01-30|1996-02-07|1996-02-03|DELIVER IN PERSON|MAIL|arefully slyly ex|
+2|107|2|1|38|38269.80|0.00|0.05|N|O|1997-01-28|1997-01-14|1997-02-02|TAKE BACK RETURN|RAIL|ven requests. deposits breach a|
+3|5|2|1|45|40725.00|0.06|0.00|R|F|1994-02-02|1994-01-04|1994-02-23|NONE|AIR|ongside of the furiously brave acco|
+3|20|10|2|49|45080.98|0.10|0.00|R|F|1993-11-09|1993-12-20|1993-11-24|TAKE BACK RETURN|RAIL| unusual accounts. eve|
+3|129|8|3|27|27786.24|0.06|0.07|A|F|1994-01-16|1993-11-22|1994-01-23|DELIVER IN PERSON|SHIP|nal foxes wake. |
+3|30|5|4|2|1860.06|0.01|0.06|A|F|1993-12-04|1994-01-07|1994-01-01|NONE|TRUCK|y. fluffily pending d|
+3|184|5|5|28|30357.04|0.04|0.00|R|F|1993-12-14|1994-01-10|1994-01-01|TAKE BACK RETURN|FOB|ages nag slyly pending|
+3|63|8|6|26|25039.56|0.10|0.02|A|F|1993-10-29|1993-12-18|1993-11-04|TAKE BACK RETURN|RAIL|ges sleep after the caref|
+4|89|10|1|30|29672.40|0.03|0.08|N|O|1996-01-10|1995-12-14|1996-01-18|DELIVER IN PERSON|REG AIR|- quickly regular packages sleep. idly|
+5|109|10|1|15|15136.50|0.02|0.04|R|F|1994-10-31|1994-08-31|1994-11-20|NONE|AIR|ts wake furiously |
+5|124|5|2|26|26627.12|0.07|0.08|R|F|1994-10-16|1994-09-25|1994-10-19|NONE|FOB|sts use slyly quickly special instruc|
+5|38|4|3|50|46901.50|0.08|0.03|A|F|1994-08-08|1994-10-13|1994-08-26|DELIVER IN PERSON|AIR|eodolites. fluffily unusual|
+6|140|6|1|37|38485.18|0.08|0.03|A|F|1992-04-27|1992-05-15|1992-05-02|TAKE BACK RETURN|TRUCK|p furiously special foxes|
+7|183|4|1|12|12998.16|0.07|0.03|N|O|1996-05-07|1996-03-13|1996-06-03|TAKE BACK RETURN|FOB|ss pinto beans wake against th|
+7|146|3|2|9|9415.26|0.08|0.08|N|O|1996-02-01|1996-03-02|1996-02-19|TAKE BACK RETURN|SHIP|es. instructions|
+7|95|8|3|46|45774.14|0.10|0.07|N|O|1996-01-15|1996-03-27|1996-02-03|COLLECT COD|MAIL| unusual reques|
+7|164|5|4|28|29796.48|0.03|0.04|N|O|1996-03-21|1996-04-08|1996-04-20|NONE|FOB|. slyly special requests haggl|
+7|152|4|5|38|39981.70|0.08|0.01|N|O|1996-02-11|1996-02-24|1996-02-18|DELIVER IN PERSON|TRUCK|ns haggle carefully ironic deposits. bl|
+7|80|10|6|35|34302.80|0.06|0.03|N|O|1996-01-16|1996-02-23|1996-01-22|TAKE BACK RETURN|FOB|jole. excuses wake carefully alongside of |
+7|158|3|7|5|5290.75|0.04|0.02|N|O|1996-02-10|1996-03-26|1996-02-13|NONE|FOB|ithely regula|
+32|83|4|1|28|27526.24|0.05|0.08|N|O|1995-10-23|1995-08-27|1995-10-26|TAKE BACK RETURN|TRUCK|sleep quickly. req|
+32|198|10|2|32|35142.08|0.02|0.00|N|O|1995-08-14|1995-10-07|1995-08-27|COLLECT COD|AIR|lithely regular deposits. fluffily |
+32|45|2|3|2|1890.08|0.09|0.02|N|O|1995-08-07|1995-10-07|1995-08-23|DELIVER IN PERSON|AIR| express accounts wake according to the|
+32|3|8|4|4|3612.00|0.09|0.03|N|O|1995-08-04|1995-10-01|1995-09-03|NONE|REG AIR|e slyly final pac|
+32|86|7|5|44|43387.52|0.05|0.06|N|O|1995-08-28|1995-08-20|1995-09-14|DELIVER IN PERSON|AIR|symptotes nag according to the ironic depo|
+32|12|6|6|6|5472.06|0.04|0.03|N|O|1995-07-21|1995-09-23|1995-07-25|COLLECT COD|RAIL| gifts cajole carefully.|
+33|62|7|1|31|29823.86|0.09|0.04|A|F|1993-10-29|1993-12-19|1993-11-08|COLLECT COD|TRUCK|ng to the furiously ironic package|
+33|61|8|2|32|30753.92|0.02|0.05|A|F|1993-12-09|1994-01-04|1993-12-28|COLLECT COD|MAIL|gular theodolites|
+33|138|4|3|5|5190.65|0.05|0.03|A|F|1993-12-09|1993-12-25|1993-12-23|TAKE BACK RETURN|AIR|. stealthily bold exc|
+33|34|5|4|41|38295.23|0.09|0.00|R|F|1993-11-09|1994-01-24|1993-11-11|TAKE BACK RETURN|MAIL|unusual packages doubt caref|
+34|89|10|1|13|12858.04|0.00|0.07|N|O|1998-10-23|1998-09-14|1998-11-06|NONE|REG AIR|nic accounts. deposits are alon|
+34|90|1|2|22|21781.98|0.08|0.06|N|O|1998-10-09|1998-10-16|1998-10-12|NONE|FOB|thely slyly p|
+34|170|7|3|6|6421.02|0.02|0.06|N|O|1998-10-30|1998-09-20|1998-11-05|NONE|FOB|ar foxes sleep |
+35|1|4|1|24|21624.00|0.02|0.00|N|O|1996-02-21|1996-01-03|1996-03-18|TAKE BACK RETURN|FOB|, regular tithe|
+35|162|1|2|34|36113.44|0.06|0.08|N|O|1996-01-22|1996-01-06|1996-01-27|DELIVER IN PERSON|RAIL|s are carefully against the f|
+35|121|4|3|7|7147.84|0.06|0.04|N|O|1996-01-19|1995-12-22|1996-01-29|NONE|MAIL| the carefully regular |
+35|86|7|4|25|24652.00|0.06|0.05|N|O|1995-11-26|1995-12-25|1995-12-21|DELIVER IN PERSON|SHIP| quickly unti|
+35|120|7|5|34|34684.08|0.08|0.06|N|O|1995-11-08|1996-01-15|1995-11-26|COLLECT COD|MAIL|. silent, unusual deposits boost|
+35|31|7|6|28|26068.84|0.03|0.02|N|O|1996-02-01|1995-12-24|1996-02-28|COLLECT COD|RAIL|ly alongside of |
+36|120|1|1|42|42845.04|0.09|0.00|N|O|1996-02-03|1996-01-21|1996-02-23|COLLECT COD|SHIP| careful courts. special |
+37|23|8|1|40|36920.80|0.09|0.03|A|F|1992-07-21|1992-08-01|1992-08-15|NONE|REG AIR|luffily regular requests. slyly final acco|
+37|127|6|2|39|40057.68|0.05|0.02|A|F|1992-07-02|1992-08-18|1992-07-28|TAKE BACK RETURN|RAIL|the final requests. ca|
+37|13|7|3|43|39259.43|0.05|0.08|A|F|1992-07-10|1992-07-06|1992-08-02|DELIVER IN PERSON|TRUCK|iously ste|
+38|176|5|1|44|47351.48|0.04|0.02|N|O|1996-09-29|1996-11-17|1996-09-30|COLLECT COD|MAIL|s. blithely unusual theodolites am|
+39|3|10|1|44|39732.00|0.09|0.06|N|O|1996-11-14|1996-12-15|1996-12-12|COLLECT COD|RAIL|eodolites. careful|
+39|187|8|2|26|28266.68|0.08|0.04|N|O|1996-11-04|1996-10-20|1996-11-20|NONE|FOB|ckages across the slyly silent|
+39|68|3|3|46|44530.76|0.06|0.08|N|O|1996-09-26|1996-12-19|1996-10-26|DELIVER IN PERSON|AIR|he carefully e|
+39|21|6|4|32|29472.64|0.07|0.05|N|O|1996-10-02|1996-12-19|1996-10-14|COLLECT COD|MAIL|heodolites sleep silently pending foxes. ac|
+39|55|10|5|43|41067.15|0.01|0.01|N|O|1996-10-17|1996-11-14|1996-10-26|COLLECT COD|MAIL|yly regular i|
+39|95|7|6|40|39803.60|0.06|0.05|N|O|1996-12-08|1996-10-22|1997-01-01|COLLECT COD|AIR|quickly ironic fox|
+64|86|7|1|21|20707.68|0.05|0.02|R|F|1994-09-30|1994-09-18|1994-10-26|DELIVER IN PERSON|REG AIR|ch slyly final, thin platelets.|
+65|60|5|1|26|24961.56|0.03|0.03|A|F|1995-04-20|1995-04-25|1995-05-13|NONE|TRUCK|pending deposits nag even packages. ca|
+65|74|3|2|22|21429.54|0.00|0.05|N|O|1995-07-17|1995-06-04|1995-07-19|COLLECT COD|FOB| ideas. special, r|
+65|2|5|3|21|18942.00|0.09|0.07|N|O|1995-07-06|1995-05-14|1995-07-31|DELIVER IN PERSON|RAIL|bove the even packages. accounts nag carefu|
+66|116|10|1|31|31499.41|0.00|0.08|R|F|1994-02-19|1994-03-11|1994-02-20|TAKE BACK RETURN|RAIL|ut the unusual accounts sleep at the bo|
+66|174|5|2|41|44040.97|0.04|0.07|A|F|1994-02-21|1994-03-01|1994-03-18|COLLECT COD|AIR| regular de|
+67|22|5|1|4|3688.08|0.09|0.04|N|O|1997-04-17|1997-01-31|1997-04-20|NONE|SHIP| cajole thinly expres|
+67|21|10|2|12|11052.24|0.09|0.05|N|O|1997-01-27|1997-02-21|1997-02-22|NONE|REG AIR| even packages cajole|
+67|174|4|3|5|5370.85|0.03|0.07|N|O|1997-02-20|1997-02-12|1997-02-21|DELIVER IN PERSON|TRUCK|y unusual packages thrash pinto |
+67|88|9|4|44|43475.52|0.08|0.06|N|O|1997-03-18|1997-01-29|1997-04-13|DELIVER IN PERSON|RAIL|se quickly above the even, express reques|
+67|41|10|5|23|21643.92|0.05|0.07|N|O|1997-04-19|1997-02-14|1997-05-06|DELIVER IN PERSON|REG AIR|ly regular deposit|
+67|179|9|6|29|31295.93|0.02|0.05|N|O|1997-01-25|1997-01-27|1997-01-27|DELIVER IN PERSON|FOB|ultipliers |
+68|8|1|1|3|2724.00|0.05|0.02|N|O|1998-07-04|1998-06-05|1998-07-21|NONE|RAIL|fully special instructions cajole. furious|
+68|176|4|2|46|49503.82|0.02|0.05|N|O|1998-06-26|1998-06-07|1998-07-05|NONE|MAIL| requests are unusual, regular pinto |
+68|35|1|3|46|43011.38|0.04|0.05|N|O|1998-08-13|1998-07-08|1998-08-29|NONE|RAIL|egular dependencies affix ironically along |
+68|95|9|4|20|19901.80|0.07|0.01|N|O|1998-06-27|1998-05-23|1998-07-02|NONE|REG AIR| excuses integrate fluffily |
+68|83|4|5|27|26543.16|0.03|0.06|N|O|1998-06-19|1998-06-25|1998-06-29|DELIVER IN PERSON|SHIP|ccounts. deposits use. furiously|
+68|103|6|6|30|30093.00|0.05|0.06|N|O|1998-08-11|1998-07-11|1998-08-14|NONE|RAIL|oxes are slyly blithely fin|
+68|140|6|7|41|42645.74|0.09|0.08|N|O|1998-06-24|1998-06-27|1998-07-06|NONE|SHIP|eposits nag special ideas. furiousl|
+69|116|10|1|48|48773.28|0.01|0.07|A|F|1994-08-17|1994-08-11|1994-09-08|NONE|TRUCK|regular epitaphs. carefully even ideas hag|
+69|105|10|2|32|32163.20|0.08|0.06|A|F|1994-08-24|1994-08-17|1994-08-31|NONE|REG AIR|s sleep carefully bold, |
+69|138|4|3|17|17648.21|0.09|0.00|A|F|1994-07-02|1994-07-07|1994-07-03|TAKE BACK RETURN|AIR|final, pending instr|
+69|38|9|4|3|2814.09|0.09|0.04|R|F|1994-06-06|1994-07-27|1994-06-15|NONE|MAIL| blithely final d|
+69|93|6|5|42|41709.78|0.07|0.04|R|F|1994-07-31|1994-07-26|1994-08-28|DELIVER IN PERSON|REG AIR|tect regular, speci|
+69|19|3|6|23|21137.23|0.05|0.00|A|F|1994-10-03|1994-08-06|1994-10-24|NONE|SHIP|nding accounts ca|
+70|65|2|1|8|7720.48|0.03|0.08|R|F|1994-01-12|1994-02-27|1994-01-14|TAKE BACK RETURN|FOB|ggle. carefully pending dependenc|
+70|197|10|2|13|14263.47|0.06|0.06|A|F|1994-03-03|1994-02-13|1994-03-26|COLLECT COD|AIR|lyly special packag|
+70|180|8|3|1|1080.18|0.03|0.05|R|F|1994-01-26|1994-03-05|1994-01-28|TAKE BACK RETURN|RAIL|quickly. fluffily unusual theodolites c|
+70|46|9|4|11|10406.44|0.01|0.05|A|F|1994-03-17|1994-03-17|1994-03-27|NONE|MAIL|alongside of the deposits. fur|
+70|38|9|5|37|34707.11|0.09|0.04|R|F|1994-02-13|1994-03-16|1994-02-21|COLLECT COD|MAIL|n accounts are. q|
+70|56|8|6|19|18164.95|0.06|0.03|A|F|1994-01-26|1994-02-17|1994-02-06|TAKE BACK RETURN|SHIP| packages wake pending accounts.|
+71|62|3|1|25|24051.50|0.09|0.07|N|O|1998-04-10|1998-04-22|1998-04-11|COLLECT COD|FOB|ckly. slyly|
+71|66|1|2|3|2898.18|0.09|0.07|N|O|1998-05-23|1998-04-03|1998-06-02|COLLECT COD|SHIP|y. pinto beans haggle after the|
+71|35|1|3|45|42076.35|0.00|0.07|N|O|1998-02-23|1998-03-20|1998-03-24|DELIVER IN PERSON|SHIP| ironic packages believe blithely a|
+71|97|9|4|33|32903.97|0.00|0.01|N|O|1998-04-12|1998-03-20|1998-04-15|NONE|FOB| serve quickly fluffily bold deposi|
+71|104|7|5|39|39159.90|0.08|0.06|N|O|1998-01-29|1998-04-07|1998-02-18|DELIVER IN PERSON|RAIL|l accounts sleep across the pack|
+71|196|9|6|34|37270.46|0.04|0.01|N|O|1998-03-05|1998-04-22|1998-03-30|DELIVER IN PERSON|TRUCK|s cajole. |
+96|124|7|1|23|23554.76|0.10|0.06|A|F|1994-07-19|1994-06-29|1994-07-25|DELIVER IN PERSON|TRUCK|ep-- carefully reg|
+96|136|7|2|30|31083.90|0.01|0.06|R|F|1994-06-03|1994-05-29|1994-06-22|DELIVER IN PERSON|TRUCK|e quickly even ideas. furiou|
+97|120|4|1|13|13261.56|0.00|0.02|R|F|1993-04-01|1993-04-04|1993-04-08|NONE|TRUCK|ayers cajole against the furiously|
+97|50|7|2|37|35151.85|0.02|0.06|A|F|1993-04-13|1993-03-30|1993-04-14|DELIVER IN PERSON|SHIP|ic requests boost carefully quic|
+97|78|6|3|19|18583.33|0.06|0.08|R|F|1993-05-14|1993-03-05|1993-05-25|TAKE BACK RETURN|RAIL|gifts. furiously ironic packages cajole. |
+98|41|2|1|28|26349.12|0.06|0.07|A|F|1994-12-24|1994-10-25|1995-01-16|COLLECT COD|REG AIR| pending, regular accounts s|
+98|110|7|2|1|1010.11|0.00|0.00|A|F|1994-12-01|1994-12-12|1994-12-15|DELIVER IN PERSON|TRUCK|. unusual instructions against|
+98|45|6|3|14|13230.56|0.05|0.02|A|F|1994-12-30|1994-11-22|1995-01-27|COLLECT COD|AIR| cajole furiously. blithely ironic ideas |
+98|168|9|4|10|10681.60|0.03|0.03|A|F|1994-10-23|1994-11-08|1994-11-09|COLLECT COD|RAIL| carefully. quickly ironic ideas|
+99|88|9|1|10|9880.80|0.02|0.01|A|F|1994-05-18|1994-06-03|1994-05-23|COLLECT COD|RAIL|kages. requ|
+99|124|5|2|5|5120.60|0.02|0.07|R|F|1994-05-06|1994-05-28|1994-05-20|TAKE BACK RETURN|RAIL|ests cajole fluffily waters. blithe|
+99|135|1|3|42|43475.46|0.02|0.02|A|F|1994-04-19|1994-05-18|1994-04-20|NONE|RAIL|kages are fluffily furiously ir|
+99|109|2|4|36|36327.60|0.09|0.02|A|F|1994-07-04|1994-04-17|1994-07-30|DELIVER IN PERSON|AIR|slyly. slyly e|
+100|63|4|1|28|26965.68|0.04|0.05|N|O|1998-05-08|1998-05-13|1998-06-07|COLLECT COD|TRUCK|sts haggle. slowl|
+100|116|10|2|22|22354.42|0.00|0.07|N|O|1998-06-24|1998-04-12|1998-06-29|DELIVER IN PERSON|SHIP|nto beans alongside of the fi|
+100|47|4|3|46|43563.84|0.03|0.04|N|O|1998-05-02|1998-04-10|1998-05-22|TAKE BACK RETURN|SHIP|ular accounts. even|
+100|39|10|4|14|13146.42|0.06|0.03|N|O|1998-05-22|1998-05-01|1998-06-03|COLLECT COD|MAIL|y. furiously ironic ideas gr|
+100|54|6|5|37|35299.85|0.05|0.00|N|O|1998-03-06|1998-04-16|1998-03-31|TAKE BACK RETURN|TRUCK|nd the quickly s|
+101|119|9|1|49|49936.39|0.10|0.00|N|O|1996-06-21|1996-05-27|1996-06-29|DELIVER IN PERSON|REG AIR|ts-- final packages sleep furiousl|
+101|164|9|2|36|38309.76|0.00|0.01|N|O|1996-05-19|1996-05-01|1996-06-04|DELIVER IN PERSON|AIR|tes. blithely pending dolphins x-ray f|
+101|139|5|3|12|12469.56|0.06|0.02|N|O|1996-03-29|1996-04-20|1996-04-12|COLLECT COD|MAIL|. quickly regular|
+102|89|10|1|37|36595.96|0.06|0.00|N|O|1997-07-24|1997-08-02|1997-08-07|TAKE BACK RETURN|SHIP|ully across the ideas. final deposit|
+102|170|5|2|34|36385.78|0.03|0.08|N|O|1997-08-09|1997-07-28|1997-08-26|TAKE BACK RETURN|SHIP|eposits cajole across|
+102|183|4|3|25|27079.50|0.01|0.01|N|O|1997-07-31|1997-07-24|1997-08-17|NONE|RAIL|bits. ironic accoun|
+102|62|7|4|15|14430.90|0.07|0.07|N|O|1997-06-02|1997-07-13|1997-06-04|DELIVER IN PERSON|SHIP|final packages. carefully even excu|
+103|195|9|1|6|6571.14|0.03|0.05|N|O|1996-10-11|1996-07-25|1996-10-28|NONE|FOB|cajole. carefully ex|
+103|11|5|2|37|33707.37|0.02|0.07|N|O|1996-09-17|1996-07-27|1996-09-20|TAKE BACK RETURN|MAIL|ies. quickly ironic requests use blithely|
+103|29|10|3|23|21367.46|0.01|0.04|N|O|1996-09-11|1996-09-18|1996-09-26|NONE|FOB|ironic accou|
+103|30|9|4|32|29760.96|0.01|0.07|N|O|1996-07-30|1996-08-06|1996-08-04|NONE|RAIL|kages doze. special, regular deposit|
+128|107|10|1|38|38269.80|0.06|0.01|A|F|1992-09-01|1992-08-27|1992-10-01|TAKE BACK RETURN|FOB| cajole careful|
+129|3|6|1|46|41538.00|0.08|0.02|R|F|1993-02-15|1993-01-24|1993-03-05|COLLECT COD|TRUCK|uietly bold theodolites. fluffil|
+129|186|7|2|36|39102.48|0.01|0.02|A|F|1992-11-25|1992-12-25|1992-12-09|TAKE BACK RETURN|REG AIR|packages are care|
+129|40|6|3|33|31021.32|0.04|0.06|A|F|1993-01-08|1993-02-14|1993-01-29|COLLECT COD|SHIP|sts nag bravely. fluffily|
+129|136|7|4|34|35228.42|0.00|0.01|R|F|1993-01-29|1993-02-14|1993-02-10|COLLECT COD|MAIL|quests. express ideas|
+129|32|8|5|24|22368.72|0.06|0.00|A|F|1992-12-07|1993-01-02|1992-12-11|TAKE BACK RETURN|FOB|uests. foxes cajole slyly after the ca|
+129|78|6|6|22|21517.54|0.06|0.01|R|F|1993-02-15|1993-01-31|1993-02-24|COLLECT COD|SHIP|e. fluffily regular |
+129|169|6|7|1|1069.16|0.05|0.04|R|F|1993-01-26|1993-01-08|1993-02-24|DELIVER IN PERSON|FOB|e carefully blithely bold dolp|
+130|129|10|1|14|14407.68|0.08|0.05|A|F|1992-08-15|1992-07-25|1992-09-13|COLLECT COD|RAIL| requests. final instruction|
+130|2|5|2|48|43296.00|0.03|0.02|R|F|1992-07-01|1992-07-12|1992-07-24|NONE|AIR|lithely alongside of the regu|
+130|12|3|3|18|16416.18|0.04|0.08|A|F|1992-07-04|1992-06-14|1992-07-29|DELIVER IN PERSON|MAIL| slyly ironic decoys abou|
+130|116|6|4|13|13209.43|0.09|0.02|R|F|1992-06-26|1992-07-29|1992-07-05|NONE|FOB| pending dolphins sleep furious|
+130|70|7|5|31|30072.17|0.06|0.05|R|F|1992-09-01|1992-07-18|1992-09-02|TAKE BACK RETURN|RAIL|thily about the ruth|
+131|168|7|1|45|48067.20|0.10|0.02|R|F|1994-09-14|1994-09-02|1994-10-04|NONE|FOB|ironic, bold accounts. careful|
+131|45|8|2|50|47252.00|0.02|0.04|A|F|1994-09-17|1994-08-10|1994-09-21|NONE|SHIP|ending requests. final, ironic pearls slee|
+131|190|1|3|4|4360.76|0.04|0.03|A|F|1994-09-20|1994-08-30|1994-09-23|COLLECT COD|REG AIR| are carefully slyly i|
+132|141|8|1|18|18740.52|0.00|0.08|R|F|1993-07-10|1993-08-05|1993-07-13|NONE|TRUCK|ges. platelets wake furio|
+132|120|1|2|43|43865.16|0.01|0.08|R|F|1993-09-01|1993-08-16|1993-09-22|NONE|TRUCK|y pending theodolites|
+132|115|6|3|32|32483.52|0.04|0.04|A|F|1993-07-12|1993-08-05|1993-08-05|COLLECT COD|TRUCK|d instructions hagg|
+132|29|2|4|23|21367.46|0.10|0.00|A|F|1993-06-16|1993-08-27|1993-06-23|DELIVER IN PERSON|AIR|refully blithely bold acco|
+133|104|7|1|27|27110.70|0.00|0.02|N|O|1997-12-21|1998-02-23|1997-12-27|TAKE BACK RETURN|MAIL|yly even gifts after the sl|
+133|177|5|2|12|12926.04|0.02|0.06|N|O|1997-12-02|1998-01-15|1997-12-29|DELIVER IN PERSON|REG AIR|ts cajole fluffily quickly i|
+133|118|8|3|29|29525.19|0.09|0.08|N|O|1998-02-28|1998-01-30|1998-03-09|DELIVER IN PERSON|RAIL| the carefully regular theodoli|
+133|90|1|4|11|10890.99|0.06|0.01|N|O|1998-03-21|1998-01-15|1998-04-04|DELIVER IN PERSON|REG AIR|e quickly across the dolphins|
+134|1|2|1|21|18921.00|0.00|0.03|A|F|1992-07-17|1992-07-08|1992-07-26|COLLECT COD|SHIP|s. quickly regular|
+134|165|2|2|35|37280.60|0.06|0.07|A|F|1992-08-23|1992-06-01|1992-08-24|NONE|MAIL|ajole furiously. instructio|
+134|189|10|3|26|28318.68|0.09|0.06|A|F|1992-06-20|1992-07-12|1992-07-16|NONE|RAIL| among the pending depos|
+134|145|6|4|47|49121.58|0.05|0.00|A|F|1992-08-16|1992-07-06|1992-08-28|NONE|REG AIR|s! carefully unusual requests boost careful|
+134|36|7|5|12|11232.36|0.05|0.02|A|F|1992-07-03|1992-06-01|1992-07-11|COLLECT COD|TRUCK|nts are quic|
+134|134|10|6|12|12409.56|0.00|0.00|A|F|1992-08-08|1992-07-07|1992-08-20|TAKE BACK RETURN|FOB|lyly regular pac|
+135|109|10|1|47|47427.70|0.06|0.08|N|O|1996-02-18|1996-01-01|1996-02-25|COLLECT COD|RAIL|ctions wake slyly abo|
+135|199|3|2|21|23082.99|0.00|0.07|N|O|1996-02-11|1996-01-12|1996-02-13|DELIVER IN PERSON|SHIP| deposits believe. furiously regular p|
+135|158|10|3|33|34918.95|0.02|0.00|N|O|1996-01-03|1995-11-21|1996-02-01|TAKE BACK RETURN|MAIL|ptotes boost slowly care|
+135|68|7|4|34|32914.04|0.02|0.03|N|O|1996-01-12|1996-01-19|1996-02-05|NONE|TRUCK|counts doze against the blithely ironi|
+135|137|8|5|20|20742.60|0.01|0.04|N|O|1996-01-25|1995-11-20|1996-02-09|NONE|MAIL|theodolites. quickly p|
+135|115|5|6|13|13196.43|0.04|0.02|N|O|1995-11-12|1995-12-22|1995-11-17|NONE|FOB|nal ideas. final instr|
+160|15|2|1|36|32940.36|0.07|0.01|N|O|1997-03-11|1997-03-11|1997-03-20|COLLECT COD|MAIL|old, ironic deposits are quickly abov|
+160|87|8|2|22|21715.76|0.00|0.04|N|O|1997-02-18|1997-03-05|1997-03-05|COLLECT COD|RAIL|ncies about the request|
+160|21|10|3|34|31314.68|0.01|0.05|N|O|1997-01-31|1997-03-13|1997-02-14|NONE|FOB|st sleep even gifts. dependencies along|
+161|103|10|1|19|19058.90|0.01|0.01|A|F|1994-12-13|1994-11-19|1994-12-26|DELIVER IN PERSON|TRUCK|, regular sheaves sleep along|
+162|190|1|1|2|2180.38|0.02|0.01|N|O|1995-09-02|1995-06-17|1995-09-08|COLLECT COD|FOB|es! final somas integrate|
+163|168|3|1|43|45930.88|0.01|0.00|N|O|1997-09-19|1997-11-19|1997-10-03|COLLECT COD|REG AIR|al, bold dependencies wake. iron|
+163|121|2|2|13|13274.56|0.01|0.04|N|O|1997-11-11|1997-10-18|1997-12-07|DELIVER IN PERSON|TRUCK|inal requests. even pinto beans hag|
+163|37|3|3|27|25299.81|0.04|0.08|N|O|1997-12-26|1997-11-28|1998-01-05|COLLECT COD|REG AIR|ously express dependen|
+163|193|5|4|5|5465.95|0.02|0.00|N|O|1997-11-17|1997-10-09|1997-12-05|DELIVER IN PERSON|TRUCK| must belie|
+163|127|2|5|12|12325.44|0.10|0.00|N|O|1997-12-18|1997-10-26|1997-12-22|COLLECT COD|TRUCK|ly blithe accounts cajole |
+163|191|4|6|20|21823.80|0.00|0.07|N|O|1997-09-27|1997-11-15|1997-10-07|TAKE BACK RETURN|FOB|tructions integrate b|
+164|92|4|1|26|25794.34|0.09|0.04|A|F|1993-01-04|1992-11-21|1993-01-07|NONE|RAIL|s. blithely special courts are blithel|
+164|19|6|2|24|22056.24|0.05|0.05|R|F|1992-12-22|1992-11-27|1993-01-06|NONE|AIR|side of the slyly unusual theodolites. f|
+164|126|9|3|38|38992.56|0.03|0.06|R|F|1992-12-04|1992-11-23|1993-01-02|TAKE BACK RETURN|AIR|counts cajole fluffily regular packages. b|
+164|18|2|4|32|29376.32|0.05|0.01|R|F|1992-12-21|1992-12-23|1992-12-28|COLLECT COD|RAIL|ts wake again|
+164|148|1|5|43|45070.02|0.06|0.01|R|F|1992-11-26|1993-01-03|1992-12-08|COLLECT COD|RAIL|y carefully regular dep|
+164|109|10|6|27|27245.70|0.10|0.04|R|F|1992-12-23|1993-01-16|1993-01-10|DELIVER IN PERSON|AIR|ayers wake carefully a|
+164|4|7|7|23|20792.00|0.09|0.04|A|F|1992-11-03|1992-12-02|1992-11-12|NONE|REG AIR|ress packages haggle ideas. blithely spec|
+165|34|5|1|3|2802.09|0.01|0.08|R|F|1993-03-29|1993-03-06|1993-04-12|DELIVER IN PERSON|REG AIR|riously requests. depos|
+165|162|7|2|43|45672.88|0.08|0.05|R|F|1993-02-27|1993-04-19|1993-03-03|DELIVER IN PERSON|TRUCK|jole slyly according |
+165|59|1|3|15|14385.75|0.00|0.05|R|F|1993-04-10|1993-03-29|1993-05-01|COLLECT COD|SHIP| bold packages mainta|
+165|140|1|4|49|50966.86|0.07|0.06|A|F|1993-02-20|1993-04-02|1993-03-10|COLLECT COD|REG AIR|uses sleep slyly ruthlessly regular a|
+165|156|4|5|27|28516.05|0.01|0.04|R|F|1993-04-27|1993-03-04|1993-05-13|NONE|MAIL|around the ironic, even orb|
+166|65|2|1|37|35707.22|0.09|0.03|N|O|1995-11-16|1995-10-17|1995-12-13|NONE|MAIL|lar frays wake blithely a|
+166|167|8|2|13|13873.08|0.09|0.05|N|O|1995-11-09|1995-11-18|1995-11-14|COLLECT COD|SHIP|fully above the blithely fina|
+166|100|2|3|41|41004.10|0.07|0.03|N|O|1995-11-13|1995-11-07|1995-12-08|COLLECT COD|FOB|hily along the blithely pending fo|
+166|46|3|4|8|7568.32|0.05|0.02|N|O|1995-12-30|1995-11-29|1996-01-29|DELIVER IN PERSON|RAIL|e carefully bold |
+167|102|3|1|28|28058.80|0.06|0.01|R|F|1993-02-19|1993-02-16|1993-03-03|DELIVER IN PERSON|TRUCK|sly during the u|
+167|172|2|2|27|28948.59|0.09|0.00|R|F|1993-05-01|1993-03-31|1993-05-31|TAKE BACK RETURN|FOB|eans affix furiously-- packages|
+192|98|1|1|23|22956.07|0.00|0.00|N|O|1998-02-05|1998-02-06|1998-03-07|TAKE BACK RETURN|AIR|ly pending theodolites haggle quickly fluf|
+192|162|7|2|20|21243.20|0.07|0.01|N|O|1998-03-13|1998-02-02|1998-03-31|TAKE BACK RETURN|REG AIR|tes. carefu|
+192|111|8|3|15|15166.65|0.09|0.01|N|O|1998-01-30|1998-02-10|1998-02-23|TAKE BACK RETURN|TRUCK|he ironic requests haggle about|
+192|197|1|4|2|2194.38|0.06|0.02|N|O|1998-03-06|1998-02-03|1998-03-24|COLLECT COD|SHIP|s. dependencies nag furiously alongside|
+192|83|4|5|25|24577.00|0.02|0.03|N|O|1998-02-15|1998-01-11|1998-03-17|COLLECT COD|TRUCK|. carefully regular|
+192|142|9|6|45|46896.30|0.00|0.05|N|O|1998-03-11|1998-01-09|1998-04-03|NONE|MAIL|equests. ideas sleep idea|
+193|93|5|1|9|8937.81|0.06|0.06|A|F|1993-09-17|1993-10-08|1993-09-30|COLLECT COD|TRUCK|against the fluffily regular d|
+193|154|6|2|15|15812.25|0.02|0.07|R|F|1993-11-22|1993-10-09|1993-12-05|TAKE BACK RETURN|SHIP|ffily. regular packages d|
+193|94|6|3|23|22864.07|0.06|0.05|A|F|1993-08-21|1993-10-11|1993-09-02|DELIVER IN PERSON|TRUCK|ly even accounts wake blithely bold|
+194|3|6|1|17|15351.00|0.05|0.04|R|F|1992-05-24|1992-05-22|1992-05-30|COLLECT COD|AIR| regular deposi|
+194|184|5|2|1|1084.18|0.04|0.06|R|F|1992-04-30|1992-05-18|1992-05-23|NONE|REG AIR| regular theodolites. regular, iron|
+194|66|1|3|13|12558.78|0.08|0.08|A|F|1992-05-07|1992-06-18|1992-05-10|NONE|AIR|about the blit|
+194|146|7|4|36|37661.04|0.00|0.05|R|F|1992-05-21|1992-05-18|1992-05-27|TAKE BACK RETURN|RAIL|pecial packages wake after the slyly r|
+194|57|2|5|8|7656.40|0.04|0.00|R|F|1992-07-06|1992-06-25|1992-07-11|COLLECT COD|FOB|uriously unusual excuses|
+194|149|6|6|16|16786.24|0.06|0.03|A|F|1992-05-14|1992-06-14|1992-05-21|TAKE BACK RETURN|TRUCK|y regular requests. furious|
+194|168|7|7|21|22431.36|0.02|0.01|R|F|1992-05-06|1992-05-20|1992-05-07|COLLECT COD|REG AIR|accounts detect quickly dogged |
+195|85|6|1|6|5910.48|0.04|0.02|A|F|1994-01-09|1994-03-27|1994-01-28|COLLECT COD|REG AIR|y, even deposits haggle carefully. bli|
+195|94|8|2|41|40757.69|0.05|0.07|A|F|1994-02-24|1994-02-11|1994-03-20|NONE|TRUCK|rts detect in place of t|
+195|86|7|3|34|33526.72|0.08|0.08|R|F|1994-01-31|1994-02-11|1994-02-12|NONE|TRUCK| cajole furiously bold i|
+195|86|7|4|41|40429.28|0.06|0.04|R|F|1994-03-14|1994-03-13|1994-04-09|COLLECT COD|RAIL|ggle fluffily foxes. fluffily ironic ex|
+196|136|7|1|19|19686.47|0.03|0.02|R|F|1993-04-17|1993-05-27|1993-04-30|NONE|SHIP|sts maintain foxes. furiously regular p|
+196|10|3|2|15|13650.15|0.03|0.04|A|F|1993-07-05|1993-05-08|1993-07-06|TAKE BACK RETURN|SHIP|s accounts. furio|
+197|99|1|1|39|38964.51|0.02|0.04|N|O|1995-07-21|1995-07-01|1995-08-14|TAKE BACK RETURN|AIR|press accounts. daringly sp|
+197|178|8|2|8|8625.36|0.09|0.02|A|F|1995-04-17|1995-07-01|1995-04-27|DELIVER IN PERSON|SHIP|y blithely even deposits. blithely fina|
+197|156|4|3|17|17954.55|0.06|0.02|N|O|1995-08-02|1995-06-23|1995-08-03|COLLECT COD|REG AIR|ts. careful|
+197|18|5|4|25|22950.25|0.04|0.01|N|F|1995-06-13|1995-05-23|1995-06-24|TAKE BACK RETURN|FOB|s-- quickly final accounts|
+197|42|9|5|14|13188.56|0.09|0.01|R|F|1995-05-08|1995-05-24|1995-05-12|TAKE BACK RETURN|RAIL|use slyly slyly silent depo|
+197|106|1|6|1|1006.10|0.07|0.05|N|O|1995-07-15|1995-06-21|1995-08-11|COLLECT COD|RAIL| even, thin dependencies sno|
+198|57|8|1|33|31582.65|0.07|0.02|N|O|1998-01-05|1998-03-20|1998-01-10|TAKE BACK RETURN|TRUCK|carefully caref|
+198|16|10|2|20|18320.20|0.03|0.00|N|O|1998-01-15|1998-03-31|1998-01-25|DELIVER IN PERSON|FOB|carefully final escapades a|
+198|149|2|3|15|15737.10|0.04|0.02|N|O|1998-04-12|1998-02-26|1998-04-15|COLLECT COD|MAIL|es. quickly pending deposits s|
+198|11|5|4|35|31885.35|0.08|0.02|N|O|1998-02-27|1998-03-23|1998-03-14|TAKE BACK RETURN|RAIL|ests nod quickly furiously sly pinto be|
+198|102|3|5|33|33069.30|0.02|0.01|N|O|1998-03-22|1998-03-12|1998-04-14|DELIVER IN PERSON|SHIP|ending foxes acr|
+199|133|9|1|50|51656.50|0.02|0.00|N|O|1996-06-12|1996-06-03|1996-07-04|DELIVER IN PERSON|MAIL|essly regular ideas boost sly|
+199|134|5|2|30|31023.90|0.08|0.05|N|O|1996-03-27|1996-05-29|1996-04-14|NONE|TRUCK|ilent packages doze quickly. thinly |
+224|151|2|1|16|16818.40|0.04|0.00|A|F|1994-08-01|1994-07-30|1994-08-27|DELIVER IN PERSON|MAIL|y unusual foxes |
+224|109|2|2|34|34309.40|0.04|0.08|R|F|1994-07-13|1994-08-25|1994-07-31|COLLECT COD|TRUCK| carefully. final platelets |
+224|190|1|3|41|44697.79|0.07|0.04|A|F|1994-09-01|1994-09-15|1994-09-02|TAKE BACK RETURN|SHIP|after the furiou|
+224|167|4|4|12|12805.92|0.08|0.06|R|F|1994-10-12|1994-08-29|1994-10-20|DELIVER IN PERSON|MAIL|uriously regular packages. slyly fina|
+224|94|7|5|45|44734.05|0.07|0.07|R|F|1994-08-14|1994-09-02|1994-08-27|COLLECT COD|AIR|leep furiously regular requests. furiousl|
+224|51|3|6|4|3804.20|0.02|0.00|R|F|1994-09-08|1994-08-24|1994-10-04|DELIVER IN PERSON|FOB|tructions |
+225|172|3|1|4|4288.68|0.09|0.07|N|O|1995-08-05|1995-08-19|1995-09-03|TAKE BACK RETURN|SHIP|ng the ironic packages. asymptotes among |
+225|131|7|2|3|3093.39|0.00|0.08|N|O|1995-07-25|1995-07-08|1995-08-17|DELIVER IN PERSON|REG AIR| fluffily about the carefully bold a|
+225|199|2|3|45|49463.55|0.06|0.01|N|O|1995-08-17|1995-08-20|1995-08-30|TAKE BACK RETURN|FOB|the slyly even platelets use aro|
+225|147|4|4|24|25131.36|0.00|0.06|N|O|1995-09-23|1995-08-05|1995-10-16|COLLECT COD|MAIL|ironic accounts are final account|
+225|8|5|5|31|28148.00|0.04|0.06|N|O|1995-06-21|1995-07-24|1995-07-04|TAKE BACK RETURN|FOB|special platelets. quickly r|
+225|132|8|6|12|12385.56|0.00|0.00|A|F|1995-06-04|1995-07-15|1995-06-08|COLLECT COD|MAIL| unusual requests. bus|
+225|142|1|7|44|45854.16|0.10|0.06|N|O|1995-09-22|1995-08-16|1995-10-22|NONE|REG AIR|leep slyly |
+226|97|9|1|4|3988.36|0.00|0.00|R|F|1993-03-31|1993-04-30|1993-04-10|NONE|TRUCK|c foxes integrate carefully against th|
+226|138|4|2|46|47753.98|0.06|0.01|A|F|1993-07-06|1993-04-24|1993-07-13|COLLECT COD|FOB|s. carefully bold accounts cajol|
+226|38|4|3|35|32831.05|0.09|0.03|A|F|1993-03-31|1993-05-18|1993-04-01|NONE|RAIL|osits cajole. final, even foxes a|
+226|41|10|4|45|42346.80|0.10|0.02|R|F|1993-04-17|1993-05-27|1993-05-11|DELIVER IN PERSON|AIR| carefully pending pi|
+226|118|8|5|2|2036.22|0.07|0.02|R|F|1993-03-26|1993-04-13|1993-04-20|TAKE BACK RETURN|SHIP|al platelets. express somas |
+226|83|4|6|48|47187.84|0.02|0.00|A|F|1993-06-11|1993-05-15|1993-06-19|NONE|REG AIR|efully silent packages. final deposit|
+226|118|8|7|14|14253.54|0.09|0.00|R|F|1993-05-20|1993-06-05|1993-05-27|COLLECT COD|MAIL|ep carefully regular accounts. ironic|
+227|166|1|1|19|20257.04|0.05|0.06|N|O|1995-12-10|1996-01-30|1995-12-26|NONE|RAIL|s cajole furiously a|
+227|175|3|2|24|25804.08|0.07|0.07|N|O|1996-02-03|1995-12-24|1996-02-12|COLLECT COD|SHIP|uses across the blithe dependencies cajol|
+228|5|8|1|3|2715.00|0.10|0.08|A|F|1993-05-20|1993-04-08|1993-05-26|DELIVER IN PERSON|SHIP|ckages. sly|
+229|84|5|1|20|19681.60|0.02|0.03|R|F|1994-01-11|1994-01-31|1994-01-26|DELIVER IN PERSON|REG AIR|le. instructions use across the quickly fin|
+229|129|10|2|29|29844.48|0.07|0.00|A|F|1994-03-15|1994-03-02|1994-03-26|COLLECT COD|SHIP|s, final request|
+229|79|10|3|28|27413.96|0.02|0.02|R|F|1994-02-10|1994-02-02|1994-03-10|DELIVER IN PERSON|FOB| final, regular requests. platel|
+229|177|6|4|3|3231.51|0.02|0.08|R|F|1994-03-22|1994-03-24|1994-04-04|DELIVER IN PERSON|REG AIR|posits. furiously regular theodol|
+229|156|1|5|33|34852.95|0.03|0.06|R|F|1994-03-25|1994-02-11|1994-04-13|NONE|FOB| deposits; bold, ruthless theodolites|
+229|106|9|6|29|29176.90|0.04|0.00|R|F|1994-01-14|1994-02-16|1994-01-22|NONE|FOB|uriously pending |
+230|186|7|1|46|49964.28|0.09|0.00|R|F|1994-02-03|1994-01-15|1994-02-23|TAKE BACK RETURN|SHIP|old packages ha|
+230|195|7|2|6|6571.14|0.03|0.08|A|F|1994-01-26|1994-01-25|1994-02-13|NONE|REG AIR| sleep furiously about the p|
+230|8|5|3|1|908.00|0.07|0.06|R|F|1994-01-22|1994-01-03|1994-02-05|TAKE BACK RETURN|RAIL|blithely unusual dolphins. bold, ex|
+230|10|3|4|44|40040.44|0.08|0.06|R|F|1994-02-09|1994-01-18|1994-03-11|NONE|MAIL|deposits integrate slyly sile|
+230|19|9|5|8|7352.08|0.09|0.06|R|F|1993-11-03|1994-01-20|1993-11-11|TAKE BACK RETURN|TRUCK|g the instructions. fluffil|
+230|34|10|6|8|7472.24|0.00|0.05|R|F|1993-11-21|1994-01-05|1993-12-19|TAKE BACK RETURN|FOB|nal ideas. silent, reg|
+231|159|10|1|16|16946.40|0.04|0.08|R|F|1994-11-20|1994-10-29|1994-12-17|TAKE BACK RETURN|AIR|e furiously ironic pinto beans.|
+231|84|5|2|46|45267.68|0.04|0.05|R|F|1994-12-13|1994-12-02|1994-12-14|DELIVER IN PERSON|SHIP|affix blithely. bold requests among the f|
+231|199|1|3|50|54959.50|0.09|0.01|A|F|1994-12-11|1994-12-14|1994-12-13|NONE|RAIL|onic packages haggle fluffily a|
+231|57|8|4|31|29668.55|0.08|0.02|A|F|1994-11-05|1994-12-27|1994-11-30|TAKE BACK RETURN|SHIP|iously special decoys wake q|
+256|89|10|1|22|21759.76|0.09|0.02|R|F|1994-01-12|1993-12-28|1994-01-26|COLLECT COD|FOB|ke quickly ironic, ironic deposits. reg|
+256|119|6|2|40|40764.40|0.10|0.01|A|F|1993-11-30|1993-12-13|1993-12-02|NONE|FOB|nal theodolites. deposits cajole s|
+256|130|9|3|45|46355.85|0.02|0.08|R|F|1994-01-14|1994-01-17|1994-02-10|COLLECT COD|SHIP| grouches. ideas wake quickly ar|
+257|147|8|1|7|7329.98|0.05|0.02|N|O|1998-06-18|1998-05-15|1998-06-27|COLLECT COD|FOB|ackages sleep bold realms. f|
+258|107|4|1|8|8056.80|0.00|0.07|R|F|1994-01-20|1994-03-21|1994-02-09|NONE|REG AIR|ully about the fluffily silent dependencies|
+258|197|1|2|40|43887.60|0.10|0.01|A|F|1994-03-13|1994-02-23|1994-04-05|DELIVER IN PERSON|FOB|silent frets nod daringly busy, bold|
+258|162|3|3|45|47797.20|0.07|0.07|R|F|1994-03-04|1994-02-13|1994-03-30|DELIVER IN PERSON|TRUCK|regular excuses-- fluffily ruthl|
+258|133|9|4|31|32027.03|0.02|0.05|A|F|1994-04-20|1994-03-20|1994-04-28|COLLECT COD|REG AIR| slyly blithely special mul|
+258|36|2|5|25|23400.75|0.08|0.02|A|F|1994-04-13|1994-02-26|1994-04-29|TAKE BACK RETURN|TRUCK|leep pending packages.|
+258|147|4|6|36|37697.04|0.09|0.04|A|F|1994-01-11|1994-03-04|1994-01-18|DELIVER IN PERSON|AIR|nic asymptotes. slyly silent r|
+259|99|10|1|14|13987.26|0.00|0.08|A|F|1993-12-17|1993-12-09|1993-12-31|COLLECT COD|SHIP|ons against the express acco|
+259|162|1|2|14|14870.24|0.03|0.05|R|F|1993-11-10|1993-11-20|1993-11-17|DELIVER IN PERSON|FOB|ully even, regul|
+259|24|5|3|42|38808.84|0.09|0.00|R|F|1993-10-20|1993-11-18|1993-11-12|NONE|TRUCK|the slyly ironic pinto beans. fi|
+259|196|10|4|3|3288.57|0.08|0.06|R|F|1993-10-04|1993-11-07|1993-10-14|TAKE BACK RETURN|SHIP|ng slyly at the accounts.|
+259|193|6|5|6|6559.14|0.00|0.05|R|F|1993-12-05|1993-12-22|1993-12-21|COLLECT COD|TRUCK| requests sleep|
+260|156|7|1|50|52807.50|0.07|0.08|N|O|1997-03-24|1997-02-09|1997-04-20|TAKE BACK RETURN|REG AIR|c deposits |
+260|183|4|2|26|28162.68|0.02|0.07|N|O|1996-12-12|1997-02-06|1996-12-15|NONE|TRUCK|ld theodolites boost fl|
+260|42|1|3|27|25435.08|0.05|0.08|N|O|1997-03-23|1997-02-15|1997-04-22|TAKE BACK RETURN|RAIL|ions according to the|
+260|6|1|4|29|26274.00|0.10|0.06|N|O|1997-03-15|1997-01-14|1997-04-13|NONE|MAIL|fluffily even asymptotes. express wa|
+260|96|9|5|44|43827.96|0.01|0.05|N|O|1997-03-26|1997-02-03|1997-04-19|DELIVER IN PERSON|MAIL|above the blithely ironic instr|
+261|2|7|1|34|30668.00|0.05|0.08|R|F|1993-08-18|1993-09-24|1993-08-20|COLLECT COD|REG AIR|c packages. asymptotes da|
+261|66|7|2|20|19321.20|0.00|0.06|R|F|1993-10-21|1993-08-02|1993-11-04|DELIVER IN PERSON|RAIL|ites hinder |
+261|174|3|3|28|30076.76|0.08|0.03|R|F|1993-07-24|1993-08-20|1993-08-05|COLLECT COD|AIR|ironic packages nag slyly. carefully fin|
+261|119|3|4|49|49936.39|0.04|0.05|R|F|1993-09-12|1993-08-31|1993-10-07|COLLECT COD|SHIP|ions. bold accounts |
+261|61|6|5|49|47091.94|0.01|0.08|A|F|1993-09-29|1993-09-08|1993-10-01|COLLECT COD|SHIP| pinto beans haggle slyly furiously pending|
+261|97|9|6|20|19941.80|0.06|0.06|A|F|1993-10-15|1993-09-05|1993-11-07|NONE|AIR|ing to the special, ironic deposi|
+262|192|3|1|39|42595.41|0.01|0.05|N|O|1996-01-15|1996-02-18|1996-01-28|COLLECT COD|RAIL|usual, regular requests|
+262|61|6|2|33|31714.98|0.09|0.03|N|O|1996-03-10|1996-01-31|1996-03-27|TAKE BACK RETURN|AIR|atelets sleep furiously. requests cajole. b|
+262|59|1|3|35|33566.75|0.05|0.08|N|O|1996-03-12|1996-02-14|1996-04-11|COLLECT COD|MAIL|lites cajole along the pending packag|
+263|24|9|1|22|20328.44|0.06|0.08|R|F|1994-08-24|1994-06-20|1994-09-09|NONE|FOB|efully express fo|
+263|85|6|2|9|8865.72|0.08|0.00|A|F|1994-07-21|1994-07-16|1994-08-08|TAKE BACK RETURN|TRUCK|lms wake bl|
+263|143|2|3|50|52157.00|0.06|0.04|R|F|1994-08-18|1994-07-31|1994-08-22|NONE|TRUCK|re the packages. special|
+288|51|3|1|31|29482.55|0.00|0.03|N|O|1997-03-17|1997-04-28|1997-04-06|TAKE BACK RETURN|AIR|instructions wa|
+288|117|1|2|49|49838.39|0.08|0.05|N|O|1997-04-19|1997-05-19|1997-05-18|TAKE BACK RETURN|TRUCK|ic excuses sleep always spe|
+288|99|10|3|36|35967.24|0.02|0.02|N|O|1997-02-22|1997-05-07|1997-03-07|TAKE BACK RETURN|TRUCK|yly pending excu|
+288|79|10|4|19|18602.33|0.07|0.07|N|O|1997-03-14|1997-04-04|1997-03-26|NONE|MAIL|deposits. blithely quick courts ar|
+288|162|9|5|31|32926.96|0.10|0.04|N|O|1997-05-29|1997-04-24|1997-06-20|TAKE BACK RETURN|RAIL|ns. fluffily|
+289|174|2|1|25|26854.25|0.07|0.05|N|O|1997-03-18|1997-05-05|1997-04-15|DELIVER IN PERSON|FOB|out the quickly bold theodol|
+289|112|2|2|6|6072.66|0.06|0.05|N|O|1997-02-18|1997-05-08|1997-03-19|DELIVER IN PERSON|SHIP|d packages use fluffily furiously|
+289|17|4|3|44|40348.44|0.10|0.08|N|O|1997-06-05|1997-04-20|1997-07-02|COLLECT COD|MAIL|ly ironic foxes. asymptotes |
+289|40|6|4|48|45121.92|0.01|0.08|N|O|1997-03-14|1997-03-30|1997-03-24|DELIVER IN PERSON|RAIL|sits cajole. bold pinto beans x-ray fl|
+289|47|4|5|13|12311.52|0.10|0.03|N|O|1997-06-08|1997-04-06|1997-06-18|TAKE BACK RETURN|REG AIR|ts. quickly bold deposits alongside|
+290|6|1|1|35|31710.00|0.01|0.02|R|F|1994-04-01|1994-02-05|1994-04-27|NONE|MAIL|ove the final foxes detect slyly fluffily|
+290|129|4|2|2|2058.24|0.05|0.04|A|F|1994-01-30|1994-02-13|1994-02-21|TAKE BACK RETURN|TRUCK|. permanently furious reques|
+290|2|5|3|5|4510.00|0.03|0.05|A|F|1994-01-19|1994-02-24|1994-01-27|NONE|MAIL|ans integrate. requests sleep. fur|
+290|124|9|4|23|23554.76|0.05|0.08|R|F|1994-03-14|1994-02-21|1994-04-09|NONE|AIR|refully unusual packages. |
+291|123|6|1|21|21485.52|0.05|0.07|A|F|1994-05-26|1994-05-10|1994-06-23|COLLECT COD|TRUCK|y quickly regular theodolites. final t|
+291|138|9|2|19|19724.47|0.08|0.02|R|F|1994-06-14|1994-04-25|1994-06-19|NONE|REG AIR|e. ruthlessly final accounts after the|
+291|61|8|3|30|28831.80|0.10|0.02|R|F|1994-03-22|1994-04-30|1994-03-24|DELIVER IN PERSON|FOB| fluffily regular deposits. quickl|
+292|154|5|1|8|8433.20|0.10|0.03|R|F|1992-02-18|1992-03-30|1992-03-18|DELIVER IN PERSON|RAIL|sily bold deposits alongside of the ex|
+292|100|1|2|24|24002.40|0.08|0.04|R|F|1992-03-24|1992-03-06|1992-04-20|COLLECT COD|TRUCK| bold, pending theodolites u|
+293|9|6|1|14|12726.00|0.02|0.05|R|F|1992-10-19|1992-12-23|1992-11-10|DELIVER IN PERSON|SHIP|es. packages above the|
+293|187|8|2|11|11958.98|0.10|0.04|R|F|1992-12-24|1992-12-01|1993-01-12|COLLECT COD|MAIL| affix carefully quickly special idea|
+293|118|8|3|13|13235.43|0.04|0.02|A|F|1992-12-17|1992-12-26|1992-12-22|COLLECT COD|RAIL| wake after the quickly even deposits. bli|
+294|60|2|1|31|29761.86|0.00|0.01|R|F|1993-08-06|1993-08-19|1993-08-13|TAKE BACK RETURN|AIR|le fluffily along the quick|
+295|198|10|1|29|31847.51|0.02|0.07|A|F|1994-11-09|1994-12-08|1994-12-07|COLLECT COD|MAIL|inst the carefully ironic pinto beans. blit|
+295|92|6|2|26|25794.34|0.04|0.03|R|F|1994-12-13|1994-11-30|1995-01-06|DELIVER IN PERSON|AIR|ts above the slyly regular requests x-ray q|
+295|16|10|3|8|7328.08|0.10|0.07|R|F|1995-01-13|1994-11-17|1995-01-25|NONE|TRUCK| final instructions h|
+295|61|10|4|26|24987.56|0.10|0.04|A|F|1995-01-12|1994-11-22|1995-01-22|DELIVER IN PERSON|MAIL| carefully iron|
+320|5|2|1|30|27150.00|0.05|0.01|N|O|1997-12-04|1998-01-21|1997-12-13|NONE|RAIL| ironic, final accounts wake quick de|
+320|193|5|2|13|14211.47|0.03|0.00|N|O|1997-12-16|1997-12-26|1997-12-17|TAKE BACK RETURN|AIR|he furiously regular pinto beans. car|
+321|1|8|1|21|18921.00|0.01|0.08|A|F|1993-07-18|1993-04-24|1993-08-13|TAKE BACK RETURN|REG AIR|hockey players sleep slyly sl|
+321|141|4|2|41|42686.74|0.08|0.07|R|F|1993-06-21|1993-06-07|1993-07-09|NONE|REG AIR|special packages shall have to doze blit|
+322|153|8|1|12|12637.80|0.08|0.07|A|F|1992-06-29|1992-05-30|1992-07-11|NONE|AIR|ular theodolites promise qu|
+322|44|5|2|48|45313.92|0.02|0.07|A|F|1992-06-11|1992-06-16|1992-06-26|COLLECT COD|RAIL|dolites detect qu|
+322|13|3|3|20|18260.20|0.04|0.01|R|F|1992-04-26|1992-05-04|1992-05-22|DELIVER IN PERSON|MAIL|ckly toward |
+322|184|5|4|10|10841.80|0.06|0.03|R|F|1992-04-12|1992-05-13|1992-04-14|DELIVER IN PERSON|AIR| deposits grow slyly according to th|
+322|12|2|5|35|31920.35|0.07|0.06|A|F|1992-07-17|1992-05-03|1992-08-14|TAKE BACK RETURN|RAIL|egular accounts cajole carefully. even d|
+322|34|5|6|3|2802.09|0.08|0.05|A|F|1992-07-03|1992-05-10|1992-07-28|NONE|AIR|ending, ironic deposits along the blith|
+322|38|4|7|5|4690.15|0.01|0.02|A|F|1992-04-15|1992-05-12|1992-04-26|COLLECT COD|REG AIR| special grouches sleep quickly instructio|
+323|164|9|1|50|53208.00|0.05|0.04|A|F|1994-04-20|1994-04-25|1994-05-12|DELIVER IN PERSON|REG AIR|cial requests |
+323|96|8|2|18|17929.62|0.06|0.07|R|F|1994-04-13|1994-06-02|1994-05-10|DELIVER IN PERSON|TRUCK|posits cajole furiously pinto beans. |
+323|143|4|3|9|9388.26|0.07|0.04|A|F|1994-06-26|1994-06-10|1994-07-13|COLLECT COD|TRUCK|nic accounts. regular, regular pack|
+324|200|3|1|26|28605.20|0.07|0.01|R|F|1992-04-19|1992-05-28|1992-05-12|DELIVER IN PERSON|RAIL|ross the slyly regular s|
+325|159|1|1|34|36011.10|0.09|0.04|A|F|1993-10-28|1993-12-13|1993-11-17|TAKE BACK RETURN|MAIL|ly bold deposits. always iron|
+325|186|7|2|5|5430.90|0.07|0.08|A|F|1994-01-02|1994-01-05|1994-01-04|TAKE BACK RETURN|MAIL| theodolites. |
+325|19|3|3|35|32165.35|0.07|0.07|A|F|1993-12-06|1994-01-03|1993-12-26|DELIVER IN PERSON|REG AIR|packages wa|
+326|180|9|1|41|44287.38|0.06|0.03|N|O|1995-08-30|1995-07-09|1995-09-12|DELIVER IN PERSON|TRUCK|ily quickly bold ideas.|
+326|20|4|2|38|34960.76|0.02|0.08|N|O|1995-09-12|1995-08-23|1995-09-14|COLLECT COD|RAIL|es sleep slyly. carefully regular inst|
+326|184|5|3|25|27104.50|0.03|0.04|N|O|1995-08-03|1995-07-27|1995-08-16|NONE|AIR|ily furiously unusual accounts. |
+326|85|6|4|5|4925.40|0.03|0.08|N|O|1995-07-29|1995-07-13|1995-08-12|NONE|REG AIR|deas sleep according to the sometimes spe|
+326|35|6|5|31|28985.93|0.04|0.08|N|O|1995-09-27|1995-07-06|1995-10-22|NONE|TRUCK|cies sleep quick|
+326|157|9|6|41|43343.15|0.02|0.00|N|O|1995-07-05|1995-07-23|1995-07-20|TAKE BACK RETURN|REG AIR|to beans wake before the furiously re|
+326|43|10|7|47|44322.88|0.04|0.04|N|O|1995-09-16|1995-07-04|1995-10-04|NONE|REG AIR| special accounts sleep |
+327|144|3|1|16|16706.24|0.03|0.01|N|O|1995-07-05|1995-06-07|1995-07-09|TAKE BACK RETURN|TRUCK|cial ideas sleep af|
+327|42|9|2|9|8478.36|0.09|0.05|A|F|1995-05-24|1995-07-11|1995-06-05|NONE|AIR| asymptotes are fu|
+352|64|5|1|17|16389.02|0.07|0.05|R|F|1994-06-02|1994-05-31|1994-06-29|NONE|FOB|pending deposits sleep furiously |
+353|120|7|1|41|41824.92|0.00|0.06|A|F|1994-03-25|1994-03-31|1994-03-30|DELIVER IN PERSON|AIR|refully final theodoli|
+353|148|9|2|29|30396.06|0.09|0.00|A|F|1994-01-11|1994-03-19|1994-02-09|COLLECT COD|FOB|ctions impr|
+353|135|1|3|12|12421.56|0.06|0.01|R|F|1994-01-02|1994-03-26|1994-01-19|DELIVER IN PERSON|RAIL|g deposits cajole |
+353|78|7|4|46|44991.22|0.00|0.04|A|F|1994-04-14|1994-01-31|1994-05-05|DELIVER IN PERSON|FOB| ironic dolphins |
+353|117|4|5|9|9153.99|0.02|0.02|A|F|1994-03-15|1994-03-20|1994-03-18|TAKE BACK RETURN|RAIL|ual accounts! carefu|
+353|103|4|6|39|39120.90|0.02|0.05|A|F|1994-01-15|1994-03-30|1994-02-01|NONE|MAIL|losely quickly even accounts. c|
+354|50|7|1|14|13300.70|0.08|0.04|N|O|1996-04-12|1996-06-03|1996-05-08|NONE|SHIP|quickly regular grouches will eat. careful|
+354|194|8|2|24|26260.56|0.01|0.01|N|O|1996-05-08|1996-05-17|1996-06-07|DELIVER IN PERSON|AIR|y silent requests. regular, even accounts|
+354|59|10|3|50|47952.50|0.08|0.05|N|O|1996-03-21|1996-05-20|1996-04-04|COLLECT COD|TRUCK|to beans s|
+354|107|4|4|7|7049.70|0.06|0.01|N|O|1996-05-07|1996-04-18|1996-05-24|NONE|MAIL|ously idly ironic accounts-- quickl|
+354|31|2|5|18|16758.54|0.04|0.08|N|O|1996-03-31|1996-05-13|1996-04-27|DELIVER IN PERSON|RAIL| about the carefully unusual |
+354|62|1|6|36|34634.16|0.03|0.02|N|O|1996-03-19|1996-05-29|1996-03-30|NONE|AIR|onic requests thrash bold g|
+354|5|10|7|14|12670.00|0.01|0.07|N|O|1996-07-06|1996-06-08|1996-07-10|TAKE BACK RETURN|MAIL|t thinly above the ironic, |
+355|114|1|1|31|31437.41|0.09|0.07|A|F|1994-07-13|1994-08-18|1994-07-18|DELIVER IN PERSON|FOB|y unusual, ironic|
+355|97|1|2|41|40880.69|0.05|0.00|A|F|1994-08-15|1994-07-19|1994-09-06|DELIVER IN PERSON|TRUCK| deposits. carefully r|
+356|46|7|1|4|3784.16|0.10|0.01|A|F|1994-07-28|1994-08-01|1994-08-04|DELIVER IN PERSON|REG AIR| the dependencies nod unusual, final ac|
+356|108|3|2|48|48388.80|0.02|0.03|R|F|1994-08-12|1994-07-31|1994-08-26|NONE|FOB|unusual packages. furiously |
+356|119|3|3|35|35668.85|0.08|0.07|R|F|1994-10-14|1994-07-31|1994-10-23|COLLECT COD|TRUCK|s. unusual, final|
+356|56|1|4|41|39198.05|0.07|0.05|A|F|1994-09-28|1994-09-20|1994-10-07|COLLECT COD|SHIP| according to the express foxes will|
+356|125|8|5|37|37929.44|0.05|0.03|A|F|1994-07-15|1994-08-24|1994-08-09|DELIVER IN PERSON|FOB|ndencies are since the packag|
+357|114|5|1|26|26366.86|0.06|0.03|N|O|1996-12-28|1996-11-26|1997-01-13|NONE|FOB| carefully pending accounts use a|
+357|186|7|2|36|39102.48|0.07|0.06|N|O|1996-12-28|1996-11-13|1997-01-24|DELIVER IN PERSON|AIR|d the carefully even requests. |
+357|165|2|3|32|34085.12|0.05|0.07|N|O|1997-01-28|1996-12-29|1997-02-14|NONE|MAIL|y above the carefully final accounts|
+358|191|3|1|41|44738.79|0.06|0.01|A|F|1993-11-18|1993-11-14|1993-11-28|NONE|TRUCK|ely frets. furious deposits sleep |
+358|190|1|2|32|34886.08|0.05|0.08|A|F|1993-10-18|1993-12-12|1993-10-31|NONE|TRUCK|y final foxes sleep blithely sl|
+358|169|6|3|40|42766.40|0.09|0.01|A|F|1993-12-05|1993-11-04|1994-01-01|COLLECT COD|MAIL|ng the ironic theo|
+358|97|10|4|15|14956.35|0.08|0.08|A|F|1993-10-04|1993-12-17|1993-10-23|TAKE BACK RETURN|MAIL|out the blithely ironic deposits slee|
+358|29|2|5|18|16722.36|0.01|0.02|R|F|1993-10-07|1993-11-01|1993-10-26|COLLECT COD|SHIP|olphins haggle ironic accounts. f|
+358|162|3|6|32|33989.12|0.03|0.05|R|F|1993-12-21|1993-11-06|1994-01-17|DELIVER IN PERSON|RAIL|lyly express deposits |
+358|83|4|7|45|44238.60|0.05|0.02|A|F|1993-12-08|1993-10-29|1993-12-30|NONE|REG AIR|to beans. regular, unusual deposits sl|
+359|166|7|1|30|31984.80|0.00|0.08|A|F|1995-01-06|1995-02-20|1995-01-20|TAKE BACK RETURN|AIR|uses detect spec|
+359|12|9|2|18|16416.18|0.00|0.03|A|F|1995-01-27|1995-03-18|1995-01-31|DELIVER IN PERSON|RAIL|unusual warthogs. ironically sp|
+359|132|8|3|17|17546.21|0.07|0.06|A|F|1995-01-31|1995-03-18|1995-02-10|COLLECT COD|SHIP|sts according to the blithely|
+359|90|1|4|38|37623.42|0.10|0.08|R|F|1995-03-30|1995-01-20|1995-04-25|DELIVER IN PERSON|RAIL|g furiously. regular, sile|
+359|168|5|5|11|11749.76|0.01|0.03|A|F|1995-02-15|1995-01-27|1995-02-18|NONE|FOB|rets wake blithely. slyly final dep|
+359|183|4|6|23|24913.14|0.04|0.07|R|F|1995-01-31|1995-03-11|1995-02-16|DELIVER IN PERSON|REG AIR|ic courts snooze quickly furiously final fo|
+384|179|8|1|38|41008.46|0.07|0.01|R|F|1992-06-02|1992-04-18|1992-06-10|DELIVER IN PERSON|TRUCK|totes cajole blithely against the even|
+384|64|3|2|49|47238.94|0.09|0.07|A|F|1992-04-01|1992-04-25|1992-04-18|COLLECT COD|AIR|refully carefully ironic instructions. bl|
+384|182|3|3|11|11903.98|0.02|0.08|A|F|1992-04-02|1992-04-21|1992-04-15|COLLECT COD|MAIL|ash carefully|
+384|93|6|4|11|10923.99|0.00|0.06|R|F|1992-06-24|1992-05-29|1992-07-22|COLLECT COD|TRUCK|nic excuses are furiously above the blith|
+384|132|8|5|14|14449.82|0.08|0.06|R|F|1992-06-14|1992-05-29|1992-07-05|DELIVER IN PERSON|TRUCK|ckages are slyly after the slyly specia|
+385|167|6|1|7|7470.12|0.05|0.06|N|O|1996-05-23|1996-05-09|1996-06-06|DELIVER IN PERSON|REG AIR| special asymptote|
+385|54|9|2|46|43886.30|0.08|0.07|N|O|1996-03-29|1996-05-17|1996-04-18|NONE|REG AIR|lthily ironic f|
+386|153|5|1|39|41072.85|0.10|0.07|A|F|1995-05-10|1995-02-28|1995-05-25|NONE|SHIP|hely. carefully regular accounts hag|
+386|69|4|2|16|15504.96|0.06|0.01|A|F|1995-04-12|1995-04-18|1995-05-11|DELIVER IN PERSON|MAIL|lithely fluffi|
+386|131|2|3|37|38151.81|0.09|0.04|A|F|1995-05-23|1995-03-01|1995-05-25|TAKE BACK RETURN|MAIL|ending pearls breach fluffily. slyly pen|
+387|137|8|1|1|1037.13|0.08|0.03|N|O|1997-05-06|1997-04-23|1997-05-10|NONE|SHIP| pinto beans wake furiously carefu|
+387|153|4|2|42|44232.30|0.07|0.05|N|O|1997-05-25|1997-02-25|1997-05-29|DELIVER IN PERSON|RAIL|lithely final theodolites.|
+387|97|10|3|40|39883.60|0.09|0.02|N|O|1997-03-08|1997-04-18|1997-03-31|COLLECT COD|TRUCK| quickly ironic platelets are slyly. fluff|
+387|56|7|4|19|18164.95|0.08|0.00|N|O|1997-03-14|1997-04-21|1997-04-04|NONE|REG AIR|gular dependencies|
+387|149|6|5|32|33572.48|0.08|0.06|N|O|1997-05-02|1997-04-11|1997-05-11|DELIVER IN PERSON|TRUCK|gle. silent, fur|
+388|33|9|1|42|39187.26|0.05|0.06|R|F|1993-02-21|1993-02-26|1993-03-15|COLLECT COD|FOB|accounts sleep furiously|
+388|128|9|2|46|47293.52|0.07|0.01|A|F|1993-03-22|1993-01-26|1993-03-24|COLLECT COD|FOB|to beans nag about the careful reque|
+388|65|2|3|40|38602.40|0.06|0.01|A|F|1992-12-24|1993-01-28|1993-01-19|TAKE BACK RETURN|REG AIR|quests against the carefully unusual epi|
+389|190|1|1|2|2180.38|0.09|0.00|R|F|1994-04-13|1994-04-10|1994-04-25|TAKE BACK RETURN|RAIL|fts. courts eat blithely even dependenc|
+390|107|10|1|10|10071.00|0.02|0.05|N|O|1998-05-26|1998-07-06|1998-06-23|TAKE BACK RETURN|SHIP| requests. final accounts x-ray beside the|
+390|124|7|2|17|17410.04|0.09|0.06|N|O|1998-06-07|1998-06-14|1998-07-07|COLLECT COD|SHIP|ending, pending pinto beans wake slyl|
+390|184|5|3|46|49872.28|0.07|0.04|N|O|1998-06-06|1998-05-20|1998-06-14|DELIVER IN PERSON|SHIP|cial excuses. bold, pending packages|
+390|142|3|4|42|43769.88|0.01|0.05|N|O|1998-06-06|1998-06-22|1998-07-05|COLLECT COD|SHIP|counts nag across the sly, sil|
+390|128|3|5|13|13365.56|0.02|0.06|N|O|1998-07-08|1998-05-10|1998-07-18|DELIVER IN PERSON|SHIP|sleep carefully idle packages. blithely |
+390|125|4|6|11|11276.32|0.09|0.06|N|O|1998-05-05|1998-05-15|1998-06-01|DELIVER IN PERSON|SHIP|according to the foxes are furiously |
+390|85|6|7|24|23641.92|0.05|0.02|N|O|1998-04-18|1998-05-19|1998-04-28|TAKE BACK RETURN|AIR|y. enticingly final depos|
+391|122|1|1|14|14309.68|0.09|0.02|R|F|1995-02-11|1995-02-03|1995-02-13|TAKE BACK RETURN|TRUCK| escapades sleep furiously about |
+416|94|6|1|25|24852.25|0.00|0.05|A|F|1993-10-11|1993-11-26|1993-10-21|DELIVER IN PERSON|TRUCK|y final theodolites about|
+416|111|1|2|22|22244.42|0.10|0.00|R|F|1993-12-27|1993-12-17|1994-01-09|COLLECT COD|RAIL|rint blithely above the pending sentim|
+416|175|5|3|25|26879.25|0.07|0.01|R|F|1993-10-16|1993-12-03|1993-10-29|NONE|AIR|ses boost after the bold requests.|
+417|40|1|1|39|36661.56|0.01|0.02|A|F|1994-05-31|1994-05-02|1994-06-06|NONE|SHIP|y regular requests wake along |
+417|70|7|2|18|17461.26|0.00|0.01|R|F|1994-03-29|1994-04-10|1994-04-26|TAKE BACK RETURN|FOB|- final requests sle|
+417|45|2|3|41|38746.64|0.10|0.01|R|F|1994-04-11|1994-03-08|1994-05-06|COLLECT COD|RAIL|tes. regular requests across the |
+417|132|3|4|2|2064.26|0.01|0.03|R|F|1994-02-13|1994-04-19|1994-03-15|DELIVER IN PERSON|SHIP|uriously bol|
+418|19|3|1|31|28489.31|0.00|0.03|N|F|1995-06-05|1995-06-18|1995-06-26|COLLECT COD|FOB|final theodolites. fluffil|
+418|2|5|2|1|902.00|0.04|0.07|N|O|1995-06-23|1995-06-16|1995-07-23|DELIVER IN PERSON|AIR|regular, silent pinto|
+418|35|1|3|3|2805.09|0.04|0.06|N|O|1995-06-29|1995-07-12|1995-07-01|COLLECT COD|AIR|ly furiously regular w|
+419|153|8|1|33|34753.95|0.05|0.02|N|O|1996-11-06|1996-12-25|1996-11-20|TAKE BACK RETURN|TRUCK|y above the bli|
+419|65|2|2|32|30881.92|0.01|0.06|N|O|1996-12-04|1996-12-04|1996-12-24|COLLECT COD|SHIP|blithely regular requests. special pinto|
+419|71|1|3|15|14566.05|0.07|0.04|N|O|1996-12-17|1996-11-28|1996-12-19|TAKE BACK RETURN|REG AIR| sleep final, regular theodolites. fluffi|
+419|9|6|4|15|13635.00|0.01|0.02|N|O|1997-01-09|1996-12-22|1997-01-25|COLLECT COD|FOB|of the careful, thin theodolites. quickly s|
+419|149|2|5|17|17835.38|0.01|0.00|N|O|1997-01-13|1996-12-20|1997-02-01|COLLECT COD|REG AIR|lar dependencies: carefully regu|
+420|101|6|1|5|5005.50|0.04|0.03|N|O|1995-11-04|1996-01-02|1995-11-30|NONE|REG AIR|cajole blit|
+420|162|7|2|22|23367.52|0.05|0.04|N|O|1996-01-25|1995-12-16|1996-02-03|TAKE BACK RETURN|AIR|ly against the blithely re|
+420|48|1|3|45|42661.80|0.09|0.08|N|O|1996-01-14|1996-01-01|1996-01-26|COLLECT COD|FOB| final accounts. furiously express forges|
+420|75|6|4|12|11700.84|0.08|0.08|N|O|1996-02-05|1996-01-03|1996-02-12|TAKE BACK RETURN|REG AIR|c instructions are |
+420|73|2|5|37|36003.59|0.02|0.00|N|O|1995-11-16|1995-12-13|1995-11-19|DELIVER IN PERSON|SHIP|rbits. bold requests along the quickl|
+420|124|7|6|40|40964.80|0.01|0.05|N|O|1995-11-26|1995-12-26|1995-12-20|TAKE BACK RETURN|FOB| after the special|
+420|16|7|7|39|35724.39|0.00|0.08|N|O|1995-12-09|1995-12-16|1995-12-31|DELIVER IN PERSON|REG AIR|s. ironic waters about the car|
+421|134|5|1|1|1034.13|0.02|0.07|R|F|1992-05-29|1992-04-27|1992-06-09|NONE|TRUCK|oldly busy deposit|
+422|152|10|1|25|26303.75|0.10|0.07|N|O|1997-07-01|1997-08-17|1997-07-09|DELIVER IN PERSON|SHIP|carefully bold theodolit|
+422|171|1|2|10|10711.70|0.02|0.03|N|O|1997-06-15|1997-08-04|1997-07-08|TAKE BACK RETURN|AIR|he furiously ironic theodolite|
+422|176|4|3|46|49503.82|0.09|0.00|N|O|1997-06-21|1997-07-14|1997-06-27|DELIVER IN PERSON|RAIL| ideas. qu|
+422|162|7|4|25|26554.00|0.10|0.04|N|O|1997-08-24|1997-07-09|1997-09-22|NONE|FOB|ep along the furiousl|
+423|132|3|1|27|27867.51|0.06|0.03|N|O|1996-08-20|1996-08-01|1996-08-23|TAKE BACK RETURN|SHIP|ccounts. blithely regular pack|
+448|126|7|1|4|4104.48|0.00|0.04|N|O|1995-11-25|1995-10-20|1995-11-26|TAKE BACK RETURN|MAIL|nts thrash quickly among the b|
+448|173|1|2|46|49365.82|0.05|0.00|N|O|1995-08-31|1995-09-30|1995-09-09|COLLECT COD|SHIP| to the fluffily ironic packages.|
+448|27|6|3|35|32445.70|0.10|0.08|N|O|1995-09-27|1995-11-19|1995-10-20|COLLECT COD|REG AIR|ses nag quickly quickly ir|
+448|170|1|4|8|8561.36|0.10|0.00|N|O|1995-11-02|1995-10-16|1995-11-15|COLLECT COD|TRUCK|ounts wake blithely. furiously pending|
+448|138|9|5|23|23876.99|0.02|0.05|N|O|1995-09-26|1995-11-02|1995-10-17|NONE|SHIP|ious, final gifts|
+449|152|7|1|12|12625.80|0.02|0.08|N|O|1995-11-06|1995-08-25|1995-11-18|TAKE BACK RETURN|SHIP|ly. blithely ironic |
+449|109|6|2|4|4036.40|0.10|0.06|N|O|1995-10-27|1995-09-14|1995-11-21|DELIVER IN PERSON|FOB|are fluffily. requests are furiously|
+449|10|1|3|3|2730.03|0.07|0.08|N|O|1995-07-28|1995-09-11|1995-08-01|NONE|RAIL| bold deposits. express theodolites haggle|
+449|158|3|4|22|23279.30|0.07|0.00|N|O|1995-08-17|1995-09-04|1995-09-10|COLLECT COD|FOB|furiously final theodolites eat careful|
+450|162|7|1|42|44610.72|0.03|0.00|N|F|1995-06-07|1995-05-29|1995-06-23|TAKE BACK RETURN|SHIP|y asymptotes. regular depen|
+450|107|8|2|5|5035.50|0.03|0.02|A|F|1995-04-02|1995-05-06|1995-04-13|TAKE BACK RETURN|TRUCK|the pinto bea|
+450|143|6|3|32|33380.48|0.06|0.03|N|O|1995-07-02|1995-04-25|1995-07-30|TAKE BACK RETURN|SHIP| accounts nod fluffily even, pending|
+450|57|9|4|40|38282.00|0.05|0.03|R|F|1995-03-20|1995-05-25|1995-04-14|NONE|RAIL|ve. asymptote|
+450|79|10|5|2|1958.14|0.09|0.00|A|F|1995-03-11|1995-05-21|1995-03-16|COLLECT COD|AIR|y even pinto beans; qui|
+450|153|1|6|33|34753.95|0.08|0.05|R|F|1995-05-18|1995-05-22|1995-05-23|TAKE BACK RETURN|REG AIR|ily carefully final depo|
+451|130|9|1|36|37084.68|0.02|0.06|N|O|1998-06-18|1998-08-14|1998-06-20|TAKE BACK RETURN|AIR|rges can haggle carefully ironic, dogged |
+451|33|4|2|42|39187.26|0.05|0.01|N|O|1998-08-01|1998-08-05|1998-08-30|DELIVER IN PERSON|TRUCK|express excuses. blithely ironic pin|
+451|87|8|3|1|987.08|0.07|0.05|N|O|1998-07-13|1998-07-03|1998-08-04|DELIVER IN PERSON|AIR| carefully ironic packages solve furiously |
+451|77|5|4|28|27357.96|0.04|0.05|N|O|1998-06-16|1998-07-09|1998-06-17|DELIVER IN PERSON|SHIP| theodolites. even cou|
+452|115|6|1|2|2030.22|0.04|0.03|N|O|1997-12-26|1998-01-03|1998-01-12|COLLECT COD|FOB|y express instru|
+453|198|1|1|45|49418.55|0.01|0.00|N|O|1997-06-30|1997-08-20|1997-07-19|COLLECT COD|REG AIR|ifts wake carefully.|
+453|176|4|2|38|40894.46|0.08|0.04|N|O|1997-06-30|1997-07-08|1997-07-16|DELIVER IN PERSON|REG AIR| furiously f|
+453|14|1|3|38|34732.38|0.10|0.01|N|O|1997-08-10|1997-07-24|1997-09-07|NONE|SHIP|sts cajole. furiously un|
+453|96|7|4|45|44824.05|0.10|0.01|N|O|1997-09-18|1997-06-29|1997-10-14|TAKE BACK RETURN|AIR|ironic foxes. slyly pending depos|
+453|26|1|5|32|29632.64|0.04|0.01|N|O|1997-07-15|1997-06-27|1997-07-18|NONE|REG AIR|s. fluffily bold packages cajole. unu|
+453|95|7|6|28|27862.52|0.07|0.07|N|O|1997-08-16|1997-08-12|1997-08-27|NONE|MAIL|final dependencies. slyly special pl|
+454|118|8|1|24|24434.64|0.06|0.01|N|O|1996-04-26|1996-03-23|1996-05-20|NONE|TRUCK|le. deposits after the ideas nag unusual pa|
+455|157|9|1|42|44400.30|0.10|0.02|N|O|1997-01-26|1997-01-10|1997-02-22|DELIVER IN PERSON|REG AIR|around the quickly blit|
+455|28|9|2|44|40832.88|0.05|0.08|N|O|1997-01-17|1997-02-22|1997-02-12|TAKE BACK RETURN|TRUCK| accounts sleep slyly ironic asymptote|
+455|49|2|3|45|42706.80|0.04|0.06|N|O|1996-12-20|1997-01-31|1997-01-07|TAKE BACK RETURN|SHIP|thrash ironically regular packages. qui|
+455|171|9|4|11|11782.87|0.01|0.02|N|O|1997-03-15|1997-02-14|1997-03-26|DELIVER IN PERSON|MAIL|g deposits against the slyly idle foxes u|
+480|53|4|1|22|20967.10|0.04|0.02|A|F|1993-06-16|1993-07-28|1993-07-09|NONE|MAIL|into beans cajole furiously. accounts s|
+481|19|9|1|17|15623.17|0.07|0.05|A|F|1992-10-21|1992-12-09|1992-11-19|DELIVER IN PERSON|MAIL|. quickly final accounts among the |
+481|21|2|2|19|17499.38|0.08|0.01|R|F|1993-01-09|1992-11-27|1993-01-14|TAKE BACK RETURN|AIR|p blithely after t|
+481|186|7|3|42|45619.56|0.08|0.08|A|F|1992-11-27|1992-11-11|1992-12-08|COLLECT COD|RAIL|mptotes are furiously among the iron|
+481|82|3|4|11|10802.88|0.05|0.06|A|F|1993-01-12|1992-11-17|1993-02-05|NONE|FOB|eful attai|
+481|112|9|5|31|31375.41|0.05|0.01|A|F|1993-01-15|1992-12-31|1993-01-21|DELIVER IN PERSON|AIR|usly final packages believe. quick|
+482|138|9|1|32|33220.16|0.00|0.02|N|O|1996-05-22|1996-05-14|1996-05-29|NONE|SHIP|usual deposits affix against |
+482|122|5|2|1|1022.12|0.05|0.08|N|O|1996-05-29|1996-05-20|1996-05-31|COLLECT COD|AIR|es. quickly ironic escapades sleep furious|
+482|62|9|3|31|29823.86|0.04|0.03|N|O|1996-06-01|1996-05-06|1996-06-17|NONE|MAIL| blithe pin|
+482|196|7|4|8|8769.52|0.02|0.05|N|O|1996-04-19|1996-05-05|1996-04-21|NONE|TRUCK|tructions near the final, regular ideas de|
+482|39|10|5|46|43195.38|0.01|0.06|N|O|1996-07-19|1996-06-05|1996-08-10|NONE|MAIL|furiously thin realms. final, fina|
+482|79|10|6|19|18602.33|0.04|0.00|N|O|1996-03-27|1996-04-25|1996-04-15|NONE|FOB|ts hinder carefully silent requests|
+483|33|9|1|8|7464.24|0.00|0.08|N|O|1995-08-22|1995-08-23|1995-09-18|COLLECT COD|RAIL|osits. carefully fin|
+483|80|1|2|23|22541.84|0.04|0.06|N|O|1995-07-20|1995-08-11|1995-08-04|DELIVER IN PERSON|MAIL|requests was quickly against th|
+483|88|9|3|9|8892.72|0.04|0.03|N|O|1995-09-10|1995-09-02|1995-09-13|NONE|AIR| carefully express ins|
+484|31|2|1|49|45620.47|0.10|0.02|N|O|1997-03-06|1997-02-28|1997-03-23|COLLECT COD|TRUCK|ven accounts|
+484|32|8|2|45|41941.35|0.06|0.07|N|O|1997-04-09|1997-03-20|1997-04-19|DELIVER IN PERSON|TRUCK|usly final excuses boost slyly blithe|
+484|184|5|3|50|54209.00|0.06|0.05|N|O|1997-01-24|1997-03-27|1997-02-22|DELIVER IN PERSON|MAIL|uctions wake. final, silent requests haggle|
+484|165|6|4|22|23433.52|0.07|0.03|N|O|1997-04-29|1997-03-26|1997-05-17|TAKE BACK RETURN|SHIP|es are pending instructions. furiously unu|
+484|77|6|5|48|46899.36|0.00|0.05|N|O|1997-03-05|1997-02-08|1997-03-22|TAKE BACK RETURN|MAIL|l, bold packages? even mult|
+484|97|9|6|10|9970.90|0.01|0.08|N|O|1997-04-06|1997-02-14|1997-04-16|COLLECT COD|FOB|x fluffily carefully regular|
+485|150|1|1|50|52507.50|0.01|0.00|N|O|1997-03-28|1997-05-26|1997-04-18|TAKE BACK RETURN|MAIL|iously quick excuses. carefully final f|
+485|28|7|2|40|37120.80|0.08|0.01|N|O|1997-04-29|1997-05-08|1997-04-30|TAKE BACK RETURN|TRUCK|al escapades|
+485|137|3|3|22|22816.86|0.00|0.05|N|O|1997-04-06|1997-04-27|1997-05-01|DELIVER IN PERSON|TRUCK|refully final notornis haggle according |
+486|76|7|1|36|35138.52|0.00|0.01|N|O|1996-06-25|1996-05-06|1996-07-07|COLLECT COD|AIR|deposits around the quickly regular packa|
+486|68|9|2|40|38722.40|0.03|0.08|N|O|1996-05-21|1996-06-06|1996-06-07|COLLECT COD|SHIP|ts nag quickly among the slyl|
+486|136|2|3|26|26939.38|0.04|0.03|N|O|1996-03-16|1996-05-25|1996-03-31|NONE|RAIL|forges along the |
+486|72|1|4|38|36938.66|0.08|0.05|N|O|1996-05-07|1996-04-26|1996-05-26|TAKE BACK RETURN|TRUCK| blithely final pinto |
+486|29|2|5|3|2787.06|0.07|0.05|N|O|1996-07-07|1996-04-20|1996-07-23|DELIVER IN PERSON|RAIL|ccounts ha|
+486|47|4|6|46|43563.84|0.00|0.03|N|O|1996-04-18|1996-05-02|1996-04-20|COLLECT COD|AIR|theodolites eat carefully furious|
+487|92|3|1|47|46628.23|0.06|0.06|R|F|1992-09-30|1992-10-08|1992-10-24|NONE|TRUCK|tions. blithely reg|
+487|83|4|2|2|1966.16|0.02|0.06|R|F|1992-10-19|1992-11-04|1992-11-11|COLLECT COD|TRUCK|oss the unusual pinto beans. reg|
+512|189|10|1|19|20694.42|0.08|0.05|N|O|1995-07-12|1995-07-11|1995-08-04|COLLECT COD|MAIL| sleep. requests alongside of the fluff|
+512|23|2|2|37|34151.74|0.01|0.04|N|O|1995-06-20|1995-07-05|1995-07-16|NONE|RAIL|nic depths cajole? blithely b|
+512|180|1|3|40|43207.20|0.05|0.02|N|O|1995-07-06|1995-07-08|1995-07-08|COLLECT COD|TRUCK|quests are da|
+512|83|4|4|10|9830.80|0.09|0.02|N|O|1995-09-16|1995-07-29|1995-10-07|NONE|AIR|xes. pinto beans cajole carefully; |
+512|65|6|5|6|5790.36|0.03|0.05|R|F|1995-06-10|1995-06-21|1995-06-16|DELIVER IN PERSON|FOB|en ideas haggle |
+512|33|9|6|12|11196.36|0.04|0.00|R|F|1995-05-21|1995-08-03|1995-06-09|COLLECT COD|FOB|old furiously express deposits. specia|
+512|51|9|7|2|1902.10|0.09|0.08|N|O|1995-06-19|1995-08-13|1995-06-24|NONE|TRUCK|e slyly silent accounts serve with|
+513|62|7|1|20|19241.20|0.09|0.07|N|O|1995-07-12|1995-05-31|1995-07-31|NONE|AIR|efully ironic ideas doze slyl|
+513|122|5|2|44|44973.28|0.01|0.01|N|O|1995-07-14|1995-07-14|1995-08-12|NONE|MAIL|kages sleep boldly ironic theodolites. acco|
+514|79|9|1|21|20560.47|0.06|0.02|N|O|1996-06-09|1996-05-15|1996-07-07|DELIVER IN PERSON|RAIL|s sleep quickly blithely|
+514|118|2|2|34|34615.74|0.08|0.02|N|O|1996-04-14|1996-06-03|1996-04-23|COLLECT COD|REG AIR|ily even patterns. bold, silent instruc|
+514|13|7|3|6|5478.06|0.06|0.01|N|O|1996-05-30|1996-06-04|1996-06-28|COLLECT COD|SHIP|as haggle blithely; quickly s|
+514|116|7|4|43|43692.73|0.00|0.08|N|O|1996-06-07|1996-05-14|1996-07-01|TAKE BACK RETURN|FOB|thely regular |
+515|105|8|1|10|10051.00|0.03|0.02|A|F|1993-10-04|1993-11-03|1993-10-08|NONE|FOB|ar deposits th|
+515|148|1|2|38|39829.32|0.10|0.07|A|F|1993-09-19|1993-11-12|1993-10-03|DELIVER IN PERSON|SHIP|ays. furiously express requests haggle furi|
+515|183|4|3|11|11914.98|0.00|0.02|R|F|1993-09-04|1993-10-02|1993-09-05|DELIVER IN PERSON|FOB|ly pending accounts haggle blithel|
+515|109|10|4|34|34309.40|0.09|0.03|R|F|1993-10-03|1993-10-26|1993-10-15|DELIVER IN PERSON|REG AIR|ic dependencie|
+515|131|7|5|32|32996.16|0.01|0.07|R|F|1993-10-10|1993-10-08|1993-11-02|TAKE BACK RETURN|FOB|r sauternes boost. final theodolites wake a|
+515|109|4|6|25|25227.50|0.04|0.08|R|F|1993-11-14|1993-11-07|1993-12-03|DELIVER IN PERSON|MAIL|e packages engag|
+516|25|4|1|11|10175.22|0.01|0.06|N|O|1998-05-02|1998-05-23|1998-05-12|DELIVER IN PERSON|FOB|ongside of the blithely final reque|
+517|45|6|1|28|26461.12|0.03|0.02|N|O|1997-04-30|1997-05-18|1997-05-17|COLLECT COD|MAIL| requests. special, fi|
+517|156|4|2|15|15842.25|0.02|0.00|N|O|1997-04-09|1997-06-26|1997-05-01|NONE|TRUCK| slyly. express requests ar|
+517|41|8|3|9|8469.36|0.04|0.00|N|O|1997-05-03|1997-06-16|1997-05-24|COLLECT COD|SHIP| slyly stealthily express instructions. |
+517|133|4|4|11|11364.43|0.06|0.02|N|O|1997-06-20|1997-06-01|1997-06-27|NONE|REG AIR|ly throughout the fu|
+517|24|3|5|23|21252.46|0.00|0.01|N|O|1997-04-19|1997-05-07|1997-05-12|COLLECT COD|RAIL| kindle. furiously bold requests mus|
+518|165|6|1|30|31954.80|0.07|0.05|N|O|1998-02-18|1998-03-27|1998-03-16|COLLECT COD|TRUCK|slyly by the packages. carefull|
+518|84|5|2|23|22633.84|0.05|0.07|N|O|1998-02-20|1998-05-05|1998-03-11|COLLECT COD|TRUCK| special requests. fluffily ironic re|
+518|134|5|3|12|12409.56|0.01|0.06|N|O|1998-03-08|1998-03-31|1998-04-06|NONE|AIR| packages thrash slyly|
+518|122|3|4|46|47017.52|0.07|0.02|N|O|1998-04-07|1998-04-17|1998-04-29|NONE|MAIL|. blithely even ideas cajole furiously. b|
+518|71|2|5|16|15537.12|0.01|0.01|N|O|1998-03-15|1998-03-24|1998-04-08|NONE|MAIL|use quickly expre|
+518|197|10|6|39|42790.41|0.09|0.08|N|O|1998-02-26|1998-03-17|1998-03-21|DELIVER IN PERSON|FOB| the bold, special deposits are carefully |
+518|186|7|7|48|52136.64|0.03|0.07|N|O|1998-03-06|1998-04-22|1998-03-14|NONE|FOB| slyly final platelets; quickly even deposi|
+519|159|4|1|1|1059.15|0.07|0.07|N|O|1997-12-01|1998-01-26|1997-12-23|COLLECT COD|REG AIR|bold requests believe furiou|
+519|3|4|2|38|34314.00|0.05|0.08|N|O|1998-02-19|1997-12-15|1998-03-19|DELIVER IN PERSON|FOB|gular excuses detect quickly furiously |
+519|106|1|3|19|19115.90|0.00|0.02|N|O|1998-01-09|1998-01-03|1998-02-06|COLLECT COD|AIR|asymptotes. p|
+519|47|6|4|27|25570.08|0.08|0.06|N|O|1997-11-20|1997-12-06|1997-12-16|DELIVER IN PERSON|REG AIR|le. even, final dependencies|
+519|10|5|5|13|11830.13|0.06|0.08|N|O|1998-02-06|1997-12-02|1998-03-03|TAKE BACK RETURN|TRUCK|c accounts wake along the ironic so|
+519|151|6|6|3|3153.45|0.04|0.00|N|O|1998-02-01|1998-01-25|1998-02-27|TAKE BACK RETURN|FOB|erve blithely blithely ironic asymp|
+544|139|10|1|47|48839.11|0.08|0.06|R|F|1993-03-14|1993-03-27|1993-03-27|COLLECT COD|SHIP|ecial pains. deposits grow foxes. |
+545|170|1|1|4|4280.68|0.02|0.00|N|O|1996-02-23|1995-12-16|1996-03-21|DELIVER IN PERSON|FOB|, ironic grouches cajole over|
+545|171|10|2|18|19281.06|0.00|0.00|N|O|1996-02-21|1996-01-17|1996-02-26|NONE|RAIL|al, final packages affix. even a|
+546|85|6|1|16|15761.28|0.08|0.02|N|O|1997-02-04|1996-12-30|1997-02-25|DELIVER IN PERSON|TRUCK|de of the orbits. sometimes regula|
+547|71|10|1|44|42727.08|0.08|0.08|N|O|1996-10-18|1996-08-17|1996-10-27|TAKE BACK RETURN|FOB|thely express dependencies. qu|
+547|137|8|2|48|49782.24|0.01|0.04|N|O|1996-10-21|1996-08-04|1996-11-20|COLLECT COD|SHIP|thely specia|
+547|182|3|3|3|3246.54|0.05|0.02|N|O|1996-09-04|1996-08-01|1996-09-21|COLLECT COD|SHIP|pinto beans. ironi|
+548|197|8|1|2|2194.38|0.06|0.05|A|F|1994-11-26|1994-11-06|1994-12-06|COLLECT COD|MAIL|ests haggle quickly eve|
+548|5|6|2|6|5430.00|0.00|0.08|A|F|1995-01-18|1994-12-08|1995-02-10|NONE|TRUCK|sits wake furiously regular|
+548|1|8|3|21|18921.00|0.03|0.08|A|F|1995-01-13|1994-12-18|1995-01-25|NONE|AIR|ideas. special accounts above the furiou|
+548|57|9|4|21|20098.05|0.08|0.03|A|F|1994-10-27|1994-12-04|1994-11-21|DELIVER IN PERSON|AIR| engage quickly. regular theo|
+548|93|7|5|19|18868.71|0.00|0.02|A|F|1994-09-24|1994-11-24|1994-10-01|DELIVER IN PERSON|MAIL|courts boost care|
+548|153|8|6|32|33700.80|0.06|0.04|A|F|1994-12-16|1994-11-20|1994-12-29|NONE|REG AIR|c instruction|
+549|196|9|1|18|19731.42|0.07|0.04|R|F|1992-10-19|1992-08-12|1992-11-13|COLLECT COD|REG AIR|furiously according to the ironic, regular |
+549|189|10|2|38|41388.84|0.07|0.05|A|F|1992-08-17|1992-08-28|1992-09-05|COLLECT COD|RAIL|the regular, furious excuses. carefu|
+549|66|7|3|36|34778.16|0.08|0.04|R|F|1992-09-11|1992-10-11|1992-09-12|DELIVER IN PERSON|AIR|ts against the ironic, even theodolites eng|
+549|21|4|4|18|16578.36|0.09|0.01|A|F|1992-07-31|1992-09-11|1992-08-08|NONE|RAIL|ely regular accounts above the |
+549|24|7|5|38|35112.76|0.06|0.02|R|F|1992-08-23|1992-08-12|1992-08-25|COLLECT COD|REG AIR|eposits. carefully regular depos|
+550|191|3|1|31|33826.89|0.04|0.02|N|O|1995-10-24|1995-09-27|1995-11-04|COLLECT COD|AIR|thely silent packages. unusual|
+551|24|9|1|8|7392.16|0.08|0.02|N|O|1995-07-29|1995-07-18|1995-08-02|NONE|REG AIR| wake quickly slyly pending platel|
+551|159|4|2|20|21183.00|0.00|0.07|N|O|1995-09-18|1995-08-25|1995-10-11|COLLECT COD|TRUCK|r ideas. final, even ideas hinder alongside|
+551|162|9|3|16|16994.56|0.07|0.06|N|O|1995-07-29|1995-08-19|1995-08-10|COLLECT COD|MAIL|y along the carefully ex|
+576|87|8|1|2|1974.16|0.07|0.01|N|O|1997-05-15|1997-06-30|1997-05-28|NONE|RAIL|ccounts along the ac|
+576|34|5|2|6|5604.18|0.06|0.05|N|O|1997-05-15|1997-07-26|1997-06-03|DELIVER IN PERSON|TRUCK|al deposits. slyly even sauternes a|
+576|37|3|3|6|5622.18|0.08|0.07|N|O|1997-08-28|1997-06-16|1997-09-25|DELIVER IN PERSON|FOB|ts. ironic multipliers |
+576|138|9|4|5|5190.65|0.03|0.07|N|O|1997-06-11|1997-06-17|1997-07-05|NONE|REG AIR|l foxes boost slyly. accounts af|
+577|26|5|1|25|23150.50|0.06|0.01|A|F|1995-04-09|1995-02-20|1995-05-09|TAKE BACK RETURN|AIR|ve slyly of the frets. careful|
+577|64|1|2|14|13496.84|0.08|0.03|R|F|1995-03-19|1995-02-25|1995-04-09|DELIVER IN PERSON|RAIL|l accounts wake deposits. ironic packa|
+578|156|7|1|40|42246.00|0.02|0.08|N|O|1997-02-10|1997-03-18|1997-02-11|NONE|SHIP|usly even platel|
+578|188|9|2|23|25028.14|0.05|0.08|N|O|1997-03-06|1997-03-03|1997-03-20|TAKE BACK RETURN|FOB|nstructions. ironic deposits|
+579|151|6|1|9|9460.35|0.00|0.05|N|O|1998-06-20|1998-04-28|1998-07-19|DELIVER IN PERSON|RAIL|e ironic, express deposits are furiously|
+579|33|4|2|39|36388.17|0.02|0.01|N|O|1998-06-21|1998-06-03|1998-06-26|COLLECT COD|REG AIR|ncies. furiously final r|
+579|60|5|3|6|5760.36|0.03|0.00|N|O|1998-04-24|1998-05-03|1998-05-08|TAKE BACK RETURN|TRUCK|ickly final requests-- bold accou|
+579|7|10|4|41|37187.00|0.04|0.05|N|O|1998-05-28|1998-05-01|1998-06-04|COLLECT COD|REG AIR|bold, express requests sublate slyly. blith|
+579|13|7|5|28|25564.28|0.00|0.03|N|O|1998-07-10|1998-05-24|1998-07-19|NONE|RAIL|ic ideas until th|
+579|167|6|6|5|5335.80|0.05|0.08|N|O|1998-05-02|1998-04-25|1998-05-05|COLLECT COD|REG AIR|refully silent ideas cajole furious|
+580|85|6|1|33|32507.64|0.03|0.05|N|O|1997-10-11|1997-09-19|1997-10-16|TAKE BACK RETURN|FOB|y express theodolites cajole carefully |
+580|174|5|2|31|33299.27|0.04|0.08|N|O|1997-10-04|1997-09-08|1997-10-15|COLLECT COD|FOB|ose alongside of the sl|
+580|185|6|3|19|20618.42|0.04|0.04|N|O|1997-07-23|1997-09-21|1997-08-15|NONE|FOB|mong the special packag|
+581|64|1|1|41|39526.46|0.09|0.07|N|O|1997-05-26|1997-04-06|1997-06-10|TAKE BACK RETURN|MAIL|nts. quickly|
+581|93|5|2|14|13903.26|0.06|0.08|N|O|1997-05-17|1997-04-14|1997-06-08|NONE|MAIL|. deposits s|
+581|101|6|3|49|49053.90|0.10|0.02|N|O|1997-02-27|1997-04-24|1997-03-10|TAKE BACK RETURN|MAIL|. slyly regular pinto beans acr|
+581|75|4|4|30|29252.10|0.10|0.08|N|O|1997-06-19|1997-05-21|1997-06-22|TAKE BACK RETURN|TRUCK| regular ideas grow furio|
+582|57|9|1|7|6699.35|0.07|0.00|N|O|1997-11-16|1997-11-29|1997-12-10|TAKE BACK RETURN|FOB|ithely unusual t|
+582|51|2|2|49|46601.45|0.05|0.03|N|O|1997-12-17|1998-01-12|1997-12-31|COLLECT COD|REG AIR|nts according to the furiously regular pin|
+582|141|4|3|42|43727.88|0.07|0.00|N|O|1997-11-15|1997-12-21|1997-12-03|COLLECT COD|SHIP|iously beside the silent de|
+582|168|9|4|36|38453.76|0.06|0.01|N|O|1997-12-09|1997-11-27|1997-12-26|TAKE BACK RETURN|SHIP|lar requests. quickly |
+583|145|6|1|1|1045.14|0.07|0.07|N|O|1997-06-17|1997-04-29|1997-06-28|NONE|TRUCK| regular, regular ideas. even, bra|
+583|120|4|2|47|47945.64|0.10|0.06|N|O|1997-07-14|1997-05-12|1997-08-11|DELIVER IN PERSON|AIR|nts are fluffily. furiously even re|
+583|130|5|3|34|35024.42|0.01|0.02|N|O|1997-05-11|1997-04-24|1997-06-03|DELIVER IN PERSON|MAIL|express req|
+583|142|1|4|33|34390.62|0.10|0.01|N|O|1997-05-28|1997-04-25|1997-06-24|NONE|AIR|kages cajole slyly across the|
+583|189|10|5|13|14159.34|0.04|0.06|N|O|1997-06-23|1997-05-29|1997-07-08|COLLECT COD|TRUCK|y sly theodolites. ironi|
+608|154|6|1|19|20028.85|0.08|0.06|N|O|1996-04-19|1996-05-02|1996-05-03|DELIVER IN PERSON|RAIL|ideas. the|
+608|198|1|2|40|43927.60|0.03|0.01|N|O|1996-05-21|1996-04-11|1996-06-02|NONE|AIR| alongside of the regular tithes. sly|
+609|66|5|1|21|20287.26|0.01|0.05|R|F|1994-08-24|1994-08-23|1994-08-27|DELIVER IN PERSON|FOB|de of the special warthogs. excu|
+610|111|8|1|49|49544.39|0.10|0.07|N|O|1995-08-29|1995-10-26|1995-09-12|TAKE BACK RETURN|SHIP|ular instruc|
+610|68|3|2|11|10648.66|0.07|0.08|N|O|1995-10-31|1995-10-25|1995-11-18|NONE|MAIL|blithely final |
+610|118|9|3|26|26470.86|0.09|0.04|N|O|1995-11-22|1995-09-09|1995-12-04|TAKE BACK RETURN|AIR|cross the furiously even theodolites sl|
+610|186|7|4|17|18465.06|0.03|0.03|N|O|1995-11-01|1995-10-30|1995-11-04|COLLECT COD|FOB|p quickly instead of the slyly pending foxe|
+610|146|7|5|39|40799.46|0.08|0.05|N|O|1995-10-30|1995-10-21|1995-11-11|TAKE BACK RETURN|REG AIR|counts. ironic warhorses are |
+610|95|7|6|5|4975.45|0.00|0.07|N|O|1995-08-11|1995-10-22|1995-08-26|TAKE BACK RETURN|FOB|n pinto beans. iro|
+610|190|1|7|27|29435.13|0.06|0.03|N|O|1995-09-02|1995-09-19|1995-09-15|NONE|REG AIR| ironic pinto beans haggle. blithe|
+611|17|7|1|39|35763.39|0.05|0.06|R|F|1993-05-06|1993-04-09|1993-05-22|TAKE BACK RETURN|SHIP|nto beans |
+611|81|2|2|1|981.08|0.08|0.07|R|F|1993-05-17|1993-02-26|1993-06-15|DELIVER IN PERSON|MAIL|ts. pending platelets aff|
+611|120|4|3|39|39784.68|0.09|0.02|A|F|1993-03-10|1993-03-10|1993-03-17|TAKE BACK RETURN|TRUCK|the evenly bold requests. furious|
+612|185|6|1|5|5425.90|0.07|0.00|R|F|1992-11-08|1992-11-20|1992-12-03|TAKE BACK RETURN|RAIL|structions. q|
+612|195|7|2|28|30665.32|0.07|0.06|R|F|1993-01-02|1992-12-11|1993-01-30|DELIVER IN PERSON|TRUCK|regular instructions affix bl|
+612|67|4|3|49|47385.94|0.00|0.08|A|F|1993-01-08|1992-11-25|1993-01-17|TAKE BACK RETURN|REG AIR|theodolite|
+612|39|5|4|28|26292.84|0.05|0.00|A|F|1992-11-12|1992-12-05|1992-12-02|TAKE BACK RETURN|REG AIR|lyly regular asym|
+612|88|9|5|1|988.08|0.08|0.04|R|F|1992-12-18|1992-12-13|1992-12-20|TAKE BACK RETURN|FOB| requests.|
+612|189|10|6|33|35942.94|0.10|0.03|R|F|1992-11-30|1992-12-01|1992-12-12|COLLECT COD|MAIL|bove the blithely even ideas. careful|
+613|91|5|1|17|16848.53|0.06|0.06|N|O|1995-09-23|1995-08-04|1995-10-15|NONE|SHIP|ar dependencie|
+613|79|7|2|6|5874.42|0.05|0.05|N|O|1995-08-05|1995-08-09|1995-08-08|TAKE BACK RETURN|MAIL|y ironic deposits eat |
+613|186|7|3|3|3258.54|0.03|0.01|N|O|1995-09-27|1995-09-11|1995-10-05|NONE|TRUCK|ccounts cajole. |
+613|159|10|4|7|7414.05|0.02|0.04|N|O|1995-09-07|1995-08-02|1995-09-16|DELIVER IN PERSON|MAIL|ously blithely final pinto beans. regula|
+614|195|8|1|21|22998.99|0.00|0.03|R|F|1993-03-29|1993-01-06|1993-04-16|TAKE BACK RETURN|TRUCK|arefully. slyly express packag|
+614|187|8|2|48|52184.64|0.07|0.07|A|F|1993-03-09|1993-01-19|1993-03-19|DELIVER IN PERSON|SHIP|riously special excuses haggle along the|
+614|167|2|3|43|45887.88|0.05|0.00|A|F|1993-03-07|1993-02-22|1993-03-18|DELIVER IN PERSON|SHIP| express accounts wake. slyly ironic ins|
+614|147|6|4|14|14659.96|0.04|0.06|A|F|1992-12-03|1993-02-14|1992-12-27|DELIVER IN PERSON|SHIP|ular packages haggle about the pack|
+614|196|8|5|30|32885.70|0.08|0.07|R|F|1993-01-16|1993-02-08|1993-02-12|TAKE BACK RETURN|FOB|tructions are f|
+614|137|8|6|48|49782.24|0.04|0.08|A|F|1992-12-14|1993-01-22|1993-01-11|NONE|TRUCK| regular platelets cajole quickly eve|
+615|105|6|1|36|36183.60|0.10|0.01|A|F|1992-06-01|1992-07-14|1992-06-27|NONE|FOB| packages. carefully final pinto bea|
+640|93|7|1|49|48661.41|0.09|0.02|R|F|1993-03-27|1993-04-17|1993-04-15|NONE|RAIL|s haggle slyly|
+640|1|4|2|40|36040.00|0.09|0.05|A|F|1993-05-11|1993-04-11|1993-05-15|COLLECT COD|TRUCK|oach according to the bol|
+640|180|8|3|22|23763.96|0.05|0.07|A|F|1993-05-07|1993-04-14|1993-05-21|TAKE BACK RETURN|TRUCK|osits across the slyly regular theodo|
+640|32|3|4|45|41941.35|0.07|0.07|R|F|1993-04-15|1993-04-23|1993-04-21|DELIVER IN PERSON|REG AIR|ong the qui|
+641|126|9|1|18|18470.16|0.01|0.08|R|F|1993-10-17|1993-10-11|1993-10-29|DELIVER IN PERSON|AIR|p blithely bold packages. quick|
+641|100|2|2|1|1000.10|0.09|0.02|R|F|1993-12-03|1993-10-28|1993-12-26|TAKE BACK RETURN|RAIL| nag across the regular foxes.|
+641|95|7|3|40|39803.60|0.05|0.06|R|F|1993-11-22|1993-10-20|1993-12-11|DELIVER IN PERSON|REG AIR|lets. furiously regular requests cajo|
+641|71|10|4|25|24276.75|0.03|0.02|A|F|1993-12-04|1993-11-18|1993-12-18|TAKE BACK RETURN|FOB|d, regular d|
+641|4|9|5|41|37064.00|0.07|0.04|R|F|1993-11-29|1993-10-27|1993-12-04|TAKE BACK RETURN|FOB| asymptotes are quickly. bol|
+642|54|5|1|26|24805.30|0.10|0.03|A|F|1994-04-16|1994-02-01|1994-04-27|COLLECT COD|REG AIR|quests according to the unu|
+643|13|3|1|28|25564.28|0.00|0.08|A|F|1995-04-13|1995-05-12|1995-04-14|TAKE BACK RETURN|TRUCK|ly regular requests nag sly|
+643|51|2|2|48|45650.40|0.01|0.02|N|O|1995-07-10|1995-06-07|1995-08-01|NONE|FOB|ly ironic accounts|
+643|163|2|3|23|24452.68|0.05|0.03|N|O|1995-07-09|1995-05-18|1995-07-31|COLLECT COD|RAIL|sits are carefully according to the e|
+643|45|4|4|39|36856.56|0.08|0.04|A|F|1995-06-08|1995-06-16|1995-06-13|COLLECT COD|RAIL| the pains. carefully s|
+643|190|1|5|47|51238.93|0.10|0.03|R|F|1995-04-05|1995-06-14|1995-04-26|DELIVER IN PERSON|RAIL|y against |
+644|134|10|1|46|47569.98|0.02|0.01|A|F|1992-05-20|1992-06-14|1992-06-14|DELIVER IN PERSON|RAIL| special requests was sometimes expre|
+644|130|3|2|11|11331.43|0.05|0.02|A|F|1992-08-20|1992-07-21|1992-09-11|TAKE BACK RETURN|TRUCK|ealthy pinto beans use carefu|
+644|101|6|3|44|44048.40|0.04|0.04|R|F|1992-08-17|1992-07-26|1992-08-20|COLLECT COD|REG AIR|iously ironic pinto beans. bold packa|
+644|80|8|4|7|6860.56|0.01|0.02|A|F|1992-05-18|1992-07-01|1992-06-07|COLLECT COD|RAIL| regular requests are blithely. slyly|
+644|50|1|5|23|21851.15|0.02|0.04|R|F|1992-07-31|1992-07-28|1992-08-13|DELIVER IN PERSON|TRUCK|uctions nag quickly alongside of t|
+644|85|6|6|33|32507.64|0.00|0.07|R|F|1992-08-26|1992-07-27|1992-08-28|NONE|AIR|ages sleep. bold, bo|
+644|51|9|7|38|36139.90|0.08|0.06|R|F|1992-05-17|1992-07-10|1992-06-06|TAKE BACK RETURN|MAIL| packages. blithely slow accounts nag quic|
+645|160|8|1|33|34985.28|0.01|0.02|A|F|1994-12-09|1995-02-21|1995-01-03|NONE|TRUCK|heodolites b|
+645|170|1|2|47|50297.99|0.07|0.05|R|F|1995-02-16|1995-02-15|1995-02-25|COLLECT COD|TRUCK|hely regular instructions alon|
+645|70|7|3|46|44623.22|0.10|0.01|A|F|1995-01-04|1995-02-21|1995-01-21|COLLECT COD|REG AIR| regular dependencies across the speci|
+645|96|9|4|49|48808.41|0.05|0.03|R|F|1995-01-24|1995-01-06|1995-02-17|NONE|TRUCK|y. slyly iron|
+645|5|8|5|43|38915.00|0.06|0.02|A|F|1995-02-12|1995-02-27|1995-03-06|TAKE BACK RETURN|REG AIR| furiously accounts. slyly|
+645|34|5|6|18|16812.54|0.10|0.08|A|F|1995-03-02|1995-02-08|1995-03-03|COLLECT COD|RAIL|ep. slyly even |
+645|28|9|7|9|8352.18|0.03|0.03|A|F|1994-12-25|1995-01-04|1995-01-15|COLLECT COD|REG AIR|special deposits. regular, final th|
+646|109|6|1|31|31282.10|0.00|0.05|R|F|1994-12-17|1995-02-16|1995-01-04|COLLECT COD|MAIL|ag furiousl|
+646|127|8|2|1|1027.12|0.07|0.01|A|F|1994-12-05|1995-01-07|1994-12-31|TAKE BACK RETURN|MAIL|t blithely regular deposits. quic|
+646|30|9|3|24|22320.72|0.06|0.02|A|F|1995-02-20|1994-12-30|1995-03-16|TAKE BACK RETURN|TRUCK|regular accounts haggle dog|
+646|99|2|4|34|33969.06|0.01|0.00|R|F|1994-12-28|1994-12-27|1994-12-31|COLLECT COD|SHIP|slow accounts. fluffily idle instructions|
+646|90|1|5|17|16831.53|0.04|0.01|A|F|1994-12-31|1994-12-26|1995-01-01|DELIVER IN PERSON|REG AIR|inal packages haggle carefully |
+646|115|2|6|40|40604.40|0.10|0.01|R|F|1995-01-01|1995-01-13|1995-01-11|COLLECT COD|TRUCK|ronic packages sleep across th|
+647|17|1|1|41|37597.41|0.08|0.08|N|O|1997-11-19|1997-09-24|1997-12-15|COLLECT COD|REG AIR|r instructions. quickly unusu|
+647|113|10|2|5|5065.55|0.10|0.00|N|O|1997-09-25|1997-09-22|1997-10-25|TAKE BACK RETURN|AIR|ly express packages haggle caref|
+647|153|8|3|15|15797.25|0.08|0.00|N|O|1997-09-23|1997-10-09|1997-10-21|NONE|MAIL|ve the even, bold foxes sleep |
+672|173|4|1|41|43999.97|0.06|0.06|R|F|1994-06-20|1994-07-03|1994-06-22|COLLECT COD|REG AIR| dependencies in|
+672|190|1|2|9|9811.71|0.03|0.04|R|F|1994-06-25|1994-06-06|1994-07-19|TAKE BACK RETURN|TRUCK|haggle carefully carefully reg|
+672|143|2|3|35|36509.90|0.02|0.01|R|F|1994-07-13|1994-06-04|1994-07-14|COLLECT COD|RAIL| dependencies haggle quickly. theo|
+673|71|10|1|22|21363.54|0.03|0.02|R|F|1994-03-15|1994-04-27|1994-03-29|TAKE BACK RETURN|TRUCK| the regular, even requests. carefully fin|
+674|102|5|1|23|23048.30|0.06|0.07|A|F|1992-10-25|1992-10-15|1992-11-03|COLLECT COD|SHIP|ve the quickly even deposits. blithe|
+674|59|4|2|4|3836.20|0.02|0.07|R|F|1992-10-05|1992-11-22|1992-10-22|NONE|RAIL|ly express pinto beans sleep car|
+675|157|9|1|1|1057.15|0.04|0.08|N|O|1997-11-27|1997-09-30|1997-12-12|DELIVER IN PERSON|REG AIR|ide of the slyly regular packages. unus|
+675|137|3|2|35|36299.55|0.08|0.07|N|O|1997-08-19|1997-10-16|1997-09-17|DELIVER IN PERSON|REG AIR|s. furiously expre|
+675|176|6|3|34|36589.78|0.10|0.04|N|O|1997-11-17|1997-10-07|1997-11-27|NONE|FOB|y final accounts unwind around the |
+675|100|4|4|15|15001.50|0.09|0.05|N|O|1997-10-18|1997-09-28|1997-11-13|COLLECT COD|TRUCK|posits after the furio|
+675|5|8|5|46|41630.00|0.09|0.05|N|O|1997-09-18|1997-10-14|1997-10-01|DELIVER IN PERSON|AIR| deposits along the express foxes |
+676|51|3|1|9|8559.45|0.09|0.02|N|O|1997-04-03|1997-02-02|1997-04-08|COLLECT COD|REG AIR|aintain sl|
+676|78|6|2|20|19561.40|0.07|0.07|N|O|1997-02-02|1997-02-01|1997-02-11|NONE|REG AIR|riously around the blithely |
+676|163|4|3|35|37210.60|0.05|0.01|N|O|1996-12-30|1997-01-13|1997-01-19|DELIVER IN PERSON|RAIL|into beans. blithe|
+676|73|1|4|24|23353.68|0.01|0.06|N|O|1997-02-05|1997-01-16|1997-03-07|TAKE BACK RETURN|TRUCK|ress, regular dep|
+676|166|1|5|31|33050.96|0.01|0.06|N|O|1997-02-06|1997-02-28|1997-03-08|COLLECT COD|TRUCK|ial deposits cajo|
+676|76|7|6|33|32210.31|0.09|0.05|N|O|1997-03-02|1997-02-22|1997-03-19|TAKE BACK RETURN|TRUCK|as wake slyly furiously close pinto b|
+676|143|6|7|11|11474.54|0.07|0.02|N|O|1997-03-09|1997-03-06|1997-03-31|TAKE BACK RETURN|MAIL|he final acco|
+677|59|7|1|32|30689.60|0.04|0.08|R|F|1994-01-06|1994-01-31|1994-02-02|NONE|RAIL|slyly final|
+677|168|9|2|39|41658.24|0.00|0.07|R|F|1993-12-19|1994-02-11|1994-01-05|TAKE BACK RETURN|SHIP|ges. furiously regular packages use |
+677|24|5|3|46|42504.92|0.01|0.02|R|F|1993-12-02|1994-02-12|1993-12-06|COLLECT COD|RAIL|ng theodolites. furiously unusual theodo|
+677|148|7|4|1|1048.14|0.06|0.05|R|F|1993-12-01|1994-01-14|1993-12-26|DELIVER IN PERSON|MAIL|ly. regular |
+677|150|9|5|25|26253.75|0.00|0.05|A|F|1994-03-12|1994-02-02|1994-03-28|DELIVER IN PERSON|AIR| packages integrate blithely|
+678|146|7|1|20|20922.80|0.05|0.08|R|F|1993-06-21|1993-04-07|1993-07-10|TAKE BACK RETURN|MAIL|furiously express excuses. foxes eat fu|
+678|37|3|2|22|20614.66|0.01|0.02|A|F|1993-05-10|1993-04-29|1993-06-08|NONE|REG AIR|de of the carefully even requests. bl|
+678|143|10|3|16|16690.24|0.06|0.02|R|F|1993-03-20|1993-04-13|1993-04-16|DELIVER IN PERSON|REG AIR|equests cajole around the carefully regular|
+678|199|10|4|48|52761.12|0.08|0.08|R|F|1993-02-28|1993-04-04|1993-03-24|NONE|REG AIR|ithely. slyly express foxes|
+678|98|9|5|16|15969.44|0.06|0.04|R|F|1993-03-09|1993-04-18|1993-04-07|NONE|AIR| about the |
+678|43|4|6|11|10373.44|0.09|0.00|R|F|1993-04-28|1993-05-16|1993-05-11|COLLECT COD|TRUCK|ess deposits dazzle f|
+679|192|3|1|9|9829.71|0.09|0.00|N|O|1995-12-20|1996-01-27|1996-01-07|COLLECT COD|REG AIR|leep slyly. entici|
+704|190|1|1|40|43607.60|0.05|0.05|N|O|1997-01-30|1997-01-10|1997-02-20|COLLECT COD|AIR|ggle quickly. r|
+704|4|5|2|14|12656.00|0.07|0.08|N|O|1997-02-02|1996-12-26|1997-02-19|DELIVER IN PERSON|REG AIR|ve the quickly final forges. furiously p|
+705|189|10|1|46|50102.28|0.05|0.06|N|O|1997-04-18|1997-05-06|1997-05-05|DELIVER IN PERSON|SHIP|ss deposits. ironic packa|
+705|117|7|2|35|35598.85|0.10|0.04|N|O|1997-03-25|1997-03-20|1997-04-23|TAKE BACK RETURN|FOB|carefully ironic accounts|
+706|197|9|1|23|25235.37|0.05|0.00|N|O|1995-12-06|1995-12-02|1995-12-16|COLLECT COD|SHIP|ckey players. requests above the|
+707|155|6|1|34|35875.10|0.01|0.02|R|F|1994-12-08|1995-01-15|1995-01-02|NONE|RAIL| dependencies|
+707|43|10|2|22|20746.88|0.00|0.06|A|F|1995-01-12|1994-12-28|1995-01-16|DELIVER IN PERSON|REG AIR| kindle ironically|
+708|124|7|1|3|3072.36|0.05|0.02|N|O|1998-10-09|1998-09-22|1998-11-07|COLLECT COD|FOB|e slyly pending foxes. |
+708|180|1|2|19|20523.42|0.06|0.00|N|O|1998-10-28|1998-09-23|1998-11-25|COLLECT COD|SHIP| requests. even, thin ideas|
+708|122|5|3|33|33729.96|0.09|0.06|N|O|1998-09-10|1998-09-20|1998-09-22|COLLECT COD|RAIL|s boost carefully ruthless theodolites. f|
+708|56|7|4|5|4780.25|0.07|0.07|N|O|1998-07-22|1998-08-15|1998-07-28|TAKE BACK RETURN|REG AIR|c pinto beans nag after the account|
+708|143|2|5|36|37553.04|0.08|0.01|N|O|1998-07-16|1998-09-04|1998-08-11|NONE|SHIP|ests. even, regular hockey p|
+708|23|6|6|7|6461.14|0.10|0.03|N|O|1998-08-16|1998-08-15|1998-09-10|COLLECT COD|REG AIR|lly express ac|
+709|87|8|1|7|6909.56|0.00|0.00|N|O|1998-06-14|1998-06-08|1998-06-18|TAKE BACK RETURN|RAIL| special orbits cajole |
+709|198|10|2|15|16472.85|0.08|0.00|N|O|1998-07-10|1998-06-26|1998-08-09|NONE|RAIL|ily regular deposits. sauternes was accor|
+709|169|8|3|10|10691.60|0.01|0.02|N|O|1998-06-04|1998-06-30|1998-06-11|NONE|REG AIR|ts cajole boldly |
+709|108|9|4|40|40324.00|0.10|0.08|N|O|1998-08-12|1998-06-20|1998-08-20|DELIVER IN PERSON|RAIL|ggle fluffily carefully ironic|
+710|163|8|1|47|49968.52|0.06|0.08|A|F|1993-01-18|1993-03-24|1993-01-24|TAKE BACK RETURN|MAIL|usual ideas into th|
+710|193|4|2|38|41541.22|0.07|0.02|R|F|1993-04-18|1993-03-12|1993-05-15|COLLECT COD|FOB|sts boost fluffily aft|
+710|139|5|3|7|7273.91|0.04|0.06|R|F|1993-01-20|1993-03-28|1993-02-15|TAKE BACK RETURN|REG AIR|xpress, special ideas. bl|
+710|90|1|4|25|24752.25|0.00|0.05|R|F|1993-03-31|1993-02-05|1993-04-22|COLLECT COD|FOB|eas detect do|
+710|186|7|5|12|13034.16|0.01|0.02|A|F|1993-02-18|1993-02-27|1993-03-07|DELIVER IN PERSON|MAIL|ions. slyly express theodolites al|
+710|114|4|6|21|21296.31|0.04|0.06|R|F|1993-03-22|1993-03-05|1993-03-27|DELIVER IN PERSON|SHIP|es. furiously p|
+710|160|2|7|46|48767.36|0.03|0.07|R|F|1993-04-16|1993-03-27|1993-05-05|COLLECT COD|MAIL|ges use; blithely pending excuses inte|
+711|146|3|1|2|2092.28|0.10|0.04|R|F|1993-12-01|1993-12-09|1993-12-16|DELIVER IN PERSON|REG AIR|ely across t|
+711|103|8|2|27|27083.70|0.00|0.08|A|F|1993-10-02|1993-10-26|1993-10-08|DELIVER IN PERSON|MAIL|slyly. ironic asy|
+711|128|7|3|46|47293.52|0.10|0.00|R|F|1993-12-26|1993-11-19|1994-01-21|TAKE BACK RETURN|MAIL|deposits. permanen|
+711|128|9|4|20|20562.40|0.09|0.00|A|F|1994-01-17|1993-11-10|1994-01-31|DELIVER IN PERSON|TRUCK|kly regular acco|
+736|158|9|1|46|48674.90|0.05|0.01|N|O|1998-07-16|1998-09-01|1998-08-09|NONE|AIR|uctions cajole|
+736|80|1|2|23|22541.84|0.02|0.05|N|O|1998-10-08|1998-08-27|1998-10-19|TAKE BACK RETURN|AIR|k accounts are carefully|
+736|57|9|3|13|12441.65|0.00|0.03|N|O|1998-08-16|1998-07-26|1998-08-19|DELIVER IN PERSON|FOB|st furiously among the |
+736|98|2|4|14|13973.26|0.06|0.04|N|O|1998-10-04|1998-08-14|1998-10-16|COLLECT COD|REG AIR|nstructions.|
+736|169|6|5|32|34213.12|0.04|0.03|N|O|1998-07-30|1998-08-22|1998-08-12|DELIVER IN PERSON|RAIL|iously final accoun|
+737|182|3|1|12|12986.16|0.01|0.01|R|F|1992-04-28|1992-06-30|1992-05-08|COLLECT COD|RAIL|posits after the slyly bold du|
+738|198|1|1|34|37338.46|0.00|0.06|R|F|1993-06-09|1993-04-15|1993-07-09|TAKE BACK RETURN|TRUCK|s against the ironic exc|
+738|188|9|2|4|4352.72|0.00|0.03|A|F|1993-06-20|1993-04-08|1993-07-09|NONE|AIR|ar packages. fluffily bo|
+738|170|1|3|23|24613.91|0.04|0.08|A|F|1993-03-17|1993-04-02|1993-04-05|TAKE BACK RETURN|SHIP|nic, final excuses promise quickly regula|
+738|141|10|4|12|12493.68|0.04|0.08|A|F|1993-06-16|1993-05-05|1993-06-22|NONE|SHIP|ove the slyly regular p|
+738|175|4|5|30|32255.10|0.02|0.00|A|F|1993-06-12|1993-05-29|1993-06-25|NONE|AIR|ecial instructions haggle blithely regula|
+739|85|6|1|28|27582.24|0.00|0.03|N|O|1998-06-03|1998-08-04|1998-06-29|TAKE BACK RETURN|RAIL|elets about the pe|
+739|4|7|2|50|45200.00|0.07|0.06|N|O|1998-08-26|1998-07-16|1998-09-02|COLLECT COD|MAIL|ndencies. blith|
+739|49|2|3|12|11388.48|0.05|0.00|N|O|1998-08-20|1998-07-24|1998-08-22|NONE|MAIL|le slyly along the close i|
+739|44|3|4|47|44369.88|0.09|0.07|N|O|1998-08-12|1998-07-09|1998-08-28|NONE|REG AIR|deas according to the theodolites sn|
+739|188|9|5|30|32645.40|0.07|0.06|N|O|1998-06-19|1998-08-26|1998-07-02|DELIVER IN PERSON|REG AIR|above the even deposits. ironic requests|
+740|2|9|1|22|19844.00|0.10|0.02|N|O|1995-07-24|1995-09-11|1995-08-11|TAKE BACK RETURN|FOB|odolites cajole ironic, pending instruc|
+740|66|1|2|35|33812.10|0.00|0.00|N|O|1995-09-06|1995-08-22|1995-10-02|NONE|TRUCK|p quickly. fu|
+740|199|10|3|29|31876.51|0.06|0.05|N|O|1995-10-26|1995-09-17|1995-10-29|DELIVER IN PERSON|FOB|ntly bold pinto beans sleep quickl|
+741|187|8|1|25|27179.50|0.03|0.06|N|O|1998-07-15|1998-08-27|1998-08-12|DELIVER IN PERSON|MAIL|accounts. blithely bold pa|
+741|91|4|2|22|21803.98|0.09|0.01|N|O|1998-09-07|1998-09-28|1998-09-12|COLLECT COD|AIR|ven deposits about the regular, ironi|
+742|102|3|1|46|46096.60|0.04|0.08|A|F|1995-03-12|1995-03-20|1995-03-16|TAKE BACK RETURN|SHIP|e slyly bold deposits cajole according to|
+742|96|8|2|15|14941.35|0.08|0.05|A|F|1995-02-26|1995-03-20|1995-03-03|NONE|SHIP|blithely unusual pinto|
+742|102|5|3|24|24050.40|0.08|0.08|A|F|1995-02-12|1995-03-12|1995-02-14|DELIVER IN PERSON|SHIP|affix slyly. furiously i|
+742|192|4|4|16|17475.04|0.01|0.05|A|F|1995-01-15|1995-02-25|1995-01-24|COLLECT COD|AIR|eodolites haggle carefully regul|
+742|101|4|5|48|48052.80|0.09|0.08|R|F|1995-03-24|1995-01-23|1995-04-08|TAKE BACK RETURN|TRUCK| platelets |
+742|192|6|6|49|53517.31|0.02|0.07|A|F|1995-01-13|1995-02-13|1995-01-26|TAKE BACK RETURN|RAIL| carefully bold foxes sle|
+743|192|5|1|21|22935.99|0.01|0.04|N|O|1996-10-26|1996-11-05|1996-11-11|COLLECT COD|MAIL|d requests. packages afte|
+768|196|7|1|39|42751.41|0.06|0.08|N|O|1996-09-25|1996-10-27|1996-10-20|NONE|SHIP|out the ironic|
+768|18|9|2|2|1836.02|0.00|0.04|N|O|1996-11-13|1996-10-03|1996-11-25|DELIVER IN PERSON|SHIP|ular courts. slyly dogged accou|
+768|6|1|3|30|27180.00|0.06|0.05|N|O|1996-09-22|1996-11-03|1996-10-13|NONE|MAIL| furiously fluffy pinto beans haggle along|
+768|25|8|4|37|34225.74|0.10|0.00|N|O|1996-10-02|1996-09-23|1996-10-14|TAKE BACK RETURN|REG AIR|ending requests across the quickly|
+768|47|10|5|47|44510.88|0.06|0.05|N|O|1996-11-28|1996-10-30|1996-12-12|NONE|TRUCK|foxes. slyly ironic deposits a|
+768|112|9|6|43|43520.73|0.10|0.06|N|O|1996-09-22|1996-11-03|1996-10-22|TAKE BACK RETURN|AIR|sual ideas wake quickly|
+768|49|10|7|33|31318.32|0.01|0.04|N|O|1996-09-06|1996-09-29|1996-10-01|COLLECT COD|RAIL|sly ironic instructions. excuses can hagg|
+769|176|6|1|36|38742.12|0.02|0.02|A|F|1993-10-01|1993-08-07|1993-10-15|NONE|AIR|es. furiously iro|
+769|160|8|2|4|4240.64|0.01|0.04|R|F|1993-06-25|1993-08-12|1993-07-15|DELIVER IN PERSON|FOB| ideas. even|
+770|181|2|1|39|42166.02|0.09|0.06|N|O|1998-07-19|1998-08-09|1998-08-04|NONE|REG AIR|osits. foxes cajole |
+770|54|2|2|25|23851.25|0.03|0.02|N|O|1998-05-26|1998-07-23|1998-06-04|TAKE BACK RETURN|AIR| deposits dazzle fluffily alongside of |
+771|7|4|1|12|10884.00|0.10|0.08|N|O|1995-07-18|1995-08-02|1995-08-07|COLLECT COD|TRUCK|carefully. pending in|
+771|161|10|2|38|40324.08|0.03|0.08|N|O|1995-07-22|1995-09-10|1995-07-29|TAKE BACK RETURN|REG AIR| quickly final requests are final packages.|
+771|7|8|3|14|12698.00|0.02|0.05|N|O|1995-07-31|1995-08-13|1995-08-07|DELIVER IN PERSON|AIR|r, final packages are slyly iro|
+771|42|3|4|7|6594.28|0.06|0.02|N|O|1995-06-18|1995-08-31|1995-06-20|NONE|REG AIR|theodolites after the fluffily express |
+771|78|6|5|13|12714.91|0.09|0.01|N|O|1995-08-10|1995-08-21|1995-08-30|NONE|FOB|packages affix slyly about the quickly |
+771|82|3|6|23|22587.84|0.08|0.03|N|O|1995-06-19|1995-09-07|1995-07-09|COLLECT COD|FOB|cajole besides the quickly ironic pin|
+772|53|5|1|35|33356.75|0.10|0.06|R|F|1993-07-05|1993-06-05|1993-08-02|NONE|SHIP|kly thin packages wake slowly|
+772|84|5|2|10|9840.80|0.05|0.01|R|F|1993-05-20|1993-05-19|1993-06-15|DELIVER IN PERSON|MAIL| deposits cajole carefully instructions. t|
+772|86|7|3|35|34512.80|0.03|0.04|R|F|1993-04-18|1993-06-13|1993-05-01|COLLECT COD|MAIL|ng ideas. special packages haggle alon|
+772|180|8|4|10|10801.80|0.08|0.02|A|F|1993-05-17|1993-06-09|1993-05-29|COLLECT COD|AIR|o the furiously final deposits. furi|
+772|54|5|5|42|40070.10|0.02|0.07|A|F|1993-06-09|1993-07-16|1993-06-12|DELIVER IN PERSON|MAIL| express foxes abo|
+773|100|1|1|5|5000.50|0.06|0.04|A|F|1993-11-21|1993-12-19|1993-12-21|COLLECT COD|MAIL|ar requests. regular, thin packages u|
+773|11|5|2|31|28241.31|0.02|0.06|A|F|1993-12-30|1993-11-02|1994-01-01|TAKE BACK RETURN|MAIL|e slyly unusual deposit|
+773|151|3|3|39|40994.85|0.06|0.05|A|F|1994-01-04|1993-12-23|1994-01-26|DELIVER IN PERSON|FOB|quickly eve|
+773|29|8|4|28|26012.56|0.10|0.06|R|F|1994-01-19|1993-11-05|1994-01-23|NONE|TRUCK|he furiously slow deposits.|
+773|134|5|5|9|9307.17|0.09|0.02|R|F|1993-10-09|1993-12-25|1993-11-04|TAKE BACK RETURN|FOB|ent orbits haggle fluffily after the |
+773|40|1|6|43|40421.72|0.07|0.03|A|F|1993-11-06|1993-11-20|1993-11-08|TAKE BACK RETURN|SHIP|furiously bold dependencies. blithel|
+774|183|4|1|49|53075.82|0.08|0.03|N|O|1995-12-06|1996-01-07|1995-12-14|DELIVER IN PERSON|SHIP|ess accounts are carefully |
+774|17|4|2|3|2751.03|0.10|0.06|N|O|1996-02-13|1996-01-14|1996-03-04|COLLECT COD|FOB| slyly even courts nag blith|
+774|148|7|3|34|35636.76|0.02|0.07|N|O|1996-03-16|1996-01-03|1996-03-22|COLLECT COD|FOB|lar excuses are furiously final instr|
+774|15|6|4|8|7320.08|0.00|0.02|N|O|1996-01-24|1996-01-15|1996-02-13|COLLECT COD|RAIL|ully ironic requests c|
+774|177|5|5|44|47395.48|0.09|0.07|N|O|1996-02-29|1996-01-16|1996-03-06|NONE|REG AIR|s according to the deposits unwind ca|
+774|120|1|6|2|2040.24|0.07|0.03|N|O|1995-12-11|1996-02-10|1995-12-14|TAKE BACK RETURN|SHIP|accounts; slyly regular|
+775|32|3|1|16|14912.48|0.10|0.06|N|F|1995-05-23|1995-05-07|1995-06-19|NONE|TRUCK|un quickly slyly|
+775|174|2|2|21|22557.57|0.01|0.06|R|F|1995-05-01|1995-06-02|1995-05-13|DELIVER IN PERSON|FOB| quickly sile|
+775|108|5|3|20|20162.00|0.01|0.08|N|F|1995-06-17|1995-05-22|1995-07-13|COLLECT COD|AIR|en dependencies nag slowly |
+800|72|1|1|38|36938.66|0.00|0.05|N|O|1998-07-21|1998-09-25|1998-08-07|TAKE BACK RETURN|TRUCK|according to the bold, final dependencies |
+800|85|6|2|21|20686.68|0.04|0.05|N|O|1998-07-23|1998-10-01|1998-08-20|TAKE BACK RETURN|RAIL|ckly even requests after the carefully r|
+800|176|5|3|26|27980.42|0.01|0.02|N|O|1998-07-23|1998-10-08|1998-07-25|DELIVER IN PERSON|FOB|bove the pending requests.|
+801|6|3|1|13|11778.00|0.10|0.02|R|F|1992-04-25|1992-04-24|1992-05-16|COLLECT COD|RAIL|s are fluffily stealthily expres|
+801|95|8|2|21|20896.89|0.05|0.02|A|F|1992-03-14|1992-04-01|1992-04-05|COLLECT COD|AIR|wake silently furiously idle deposits. |
+801|3|4|3|21|18963.00|0.05|0.03|A|F|1992-04-25|1992-03-20|1992-05-04|COLLECT COD|REG AIR|cial, special packages.|
+801|164|9|4|12|12769.92|0.08|0.04|A|F|1992-06-06|1992-04-14|1992-06-12|TAKE BACK RETURN|RAIL|s. ironic pinto b|
+801|74|2|5|45|43833.15|0.01|0.06|R|F|1992-03-22|1992-03-22|1992-03-25|COLLECT COD|REG AIR| even asymptotes|
+801|122|7|6|10|10221.20|0.08|0.01|A|F|1992-06-05|1992-05-15|1992-06-21|DELIVER IN PERSON|MAIL|al accounts. carefully regular foxes wake|
+801|26|5|7|11|10186.22|0.01|0.03|A|F|1992-05-09|1992-04-19|1992-05-15|DELIVER IN PERSON|REG AIR|y special pinto beans cajole |
+802|143|6|1|40|41725.60|0.08|0.08|A|F|1995-01-07|1995-04-03|1995-01-23|DELIVER IN PERSON|RAIL|y bold accou|
+802|133|4|2|34|35126.42|0.08|0.06|A|F|1995-03-01|1995-03-15|1995-03-12|COLLECT COD|AIR|instructions cajole carefully. quietl|
+802|131|2|3|44|45369.72|0.07|0.04|R|F|1995-01-09|1995-02-04|1995-01-18|TAKE BACK RETURN|SHIP|rmanently idly special requ|
+802|157|2|4|18|19028.70|0.09|0.02|R|F|1995-03-06|1995-02-07|1995-03-19|TAKE BACK RETURN|RAIL|y regular requests engage furiously final d|
+802|132|3|5|19|19610.47|0.08|0.06|A|F|1995-04-01|1995-02-20|1995-04-23|DELIVER IN PERSON|REG AIR|old, furious|
+803|54|9|1|8|7632.40|0.07|0.01|N|O|1997-08-04|1997-06-19|1997-08-12|NONE|SHIP|ronic theodo|
+803|99|10|2|21|20980.89|0.08|0.06|N|O|1997-08-25|1997-06-30|1997-09-10|TAKE BACK RETURN|AIR|ironic packages cajole slyly. un|
+804|126|7|1|30|30783.60|0.08|0.04|A|F|1993-03-29|1993-05-07|1993-04-14|COLLECT COD|REG AIR|ehind the quietly regular pac|
+804|199|3|2|2|2198.38|0.02|0.00|A|F|1993-06-23|1993-04-30|1993-06-25|NONE|TRUCK|slyly silent |
+804|76|5|3|44|42947.08|0.04|0.05|R|F|1993-07-06|1993-04-13|1993-07-28|DELIVER IN PERSON|TRUCK|ly final deposits? special |
+804|38|9|4|21|19698.63|0.01|0.00|A|F|1993-04-12|1993-06-06|1993-04-20|DELIVER IN PERSON|RAIL|ular, ironic foxes. quickly even accounts|
+805|198|10|1|25|27454.75|0.07|0.06|N|O|1995-08-05|1995-09-30|1995-08-06|NONE|AIR|ide of the pending, sly requests. quickly f|
+805|57|5|2|29|27754.45|0.07|0.01|N|O|1995-08-24|1995-08-15|1995-09-16|TAKE BACK RETURN|AIR|dolites according to the slyly f|
+805|47|8|3|12|11364.48|0.01|0.06|N|O|1995-07-13|1995-09-27|1995-08-02|TAKE BACK RETURN|REG AIR| regular foxes. furio|
+805|76|6|4|26|25377.82|0.08|0.07|N|O|1995-08-28|1995-09-24|1995-09-11|TAKE BACK RETURN|RAIL|. ironic deposits sleep across |
+806|105|2|1|1|1005.10|0.04|0.07|N|O|1996-07-14|1996-09-12|1996-07-25|COLLECT COD|RAIL|ar accounts? pending, pending foxes a|
+806|160|5|2|22|23323.52|0.08|0.02|N|O|1996-10-03|1996-08-11|1996-10-20|DELIVER IN PERSON|REG AIR|fily pending |
+806|91|3|3|4|3964.36|0.04|0.03|N|O|1996-08-09|1996-09-18|1996-08-13|COLLECT COD|TRUCK|eans. quickly ironic ideas |
+807|117|7|1|49|49838.39|0.00|0.00|R|F|1993-12-05|1994-01-13|1993-12-25|COLLECT COD|REG AIR| furiously according to the un|
+807|155|10|2|49|51702.35|0.01|0.06|A|F|1994-01-17|1994-01-24|1994-01-22|COLLECT COD|TRUCK|y regular requests haggle.|
+807|181|2|3|48|51896.64|0.07|0.07|A|F|1994-01-08|1994-02-02|1994-01-15|DELIVER IN PERSON|SHIP|kly across the f|
+807|80|1|4|10|9800.80|0.09|0.00|R|F|1994-01-19|1994-02-12|1994-01-28|NONE|TRUCK|furiously final depths sleep a|
+807|143|6|5|30|31294.20|0.02|0.01|R|F|1994-01-19|1994-01-09|1994-01-27|NONE|RAIL|cial accoun|
+807|12|2|6|11|10032.11|0.02|0.04|R|F|1994-03-25|1994-01-26|1994-04-14|NONE|FOB|unts above the slyly final ex|
+807|1|6|7|19|17119.00|0.08|0.05|A|F|1994-02-10|1994-02-20|1994-03-06|NONE|SHIP|ns haggle quickly across the furi|
+832|103|6|1|45|45139.50|0.01|0.02|A|F|1992-05-08|1992-06-06|1992-06-04|COLLECT COD|MAIL|foxes engage slyly alon|
+832|48|1|2|24|22752.96|0.05|0.06|A|F|1992-06-15|1992-07-14|1992-06-17|NONE|TRUCK|ully. carefully speci|
+833|54|5|1|1|954.05|0.04|0.04|R|F|1994-04-26|1994-04-05|1994-04-29|COLLECT COD|MAIL|ffily ironic theodolites|
+833|112|6|2|38|38460.18|0.05|0.05|A|F|1994-04-05|1994-04-21|1994-05-01|COLLECT COD|TRUCK| platelets promise furiously. |
+833|162|7|3|9|9559.44|0.05|0.07|A|F|1994-02-28|1994-04-26|1994-03-20|TAKE BACK RETURN|FOB|ecial, even requests. even, bold instructi|
+834|145|2|1|36|37625.04|0.06|0.04|R|F|1994-06-28|1994-07-25|1994-07-07|TAKE BACK RETURN|SHIP|ccounts haggle after the furiously |
+834|7|2|2|11|9977.00|0.03|0.00|A|F|1994-09-18|1994-08-03|1994-10-02|DELIVER IN PERSON|TRUCK|inst the regular packa|
+835|107|2|1|33|33234.30|0.09|0.06|N|O|1995-11-01|1995-12-02|1995-11-24|DELIVER IN PERSON|RAIL|onic instructions among the carefully iro|
+835|185|6|2|28|30385.04|0.02|0.02|N|O|1995-12-27|1995-12-11|1996-01-21|NONE|SHIP| fluffily furious pinto beans|
+836|188|9|1|6|6529.08|0.09|0.03|N|O|1996-12-09|1997-01-31|1996-12-29|COLLECT COD|TRUCK|fully bold theodolites are daringly across|
+836|84|5|2|18|17713.44|0.03|0.05|N|O|1997-02-27|1997-02-11|1997-03-22|NONE|REG AIR|y pending packages use alon|
+836|141|8|3|46|47892.44|0.05|0.07|N|O|1997-03-21|1997-02-06|1997-04-05|NONE|REG AIR|boldly final pinto beans haggle furiously|
+837|57|5|1|39|37324.95|0.03|0.08|A|F|1994-07-22|1994-08-10|1994-08-11|NONE|RAIL|ecial pinto bea|
+837|88|9|2|24|23713.92|0.08|0.00|R|F|1994-06-27|1994-09-02|1994-07-27|DELIVER IN PERSON|FOB|p carefully. theodolites use. bold courts a|
+838|134|10|1|20|20682.60|0.10|0.07|N|O|1998-04-11|1998-03-25|1998-04-19|COLLECT COD|TRUCK| furiously final ideas. slow, bold |
+838|29|10|2|27|25083.54|0.05|0.07|N|O|1998-02-15|1998-04-03|1998-02-20|DELIVER IN PERSON|SHIP| pending pinto beans haggle about t|
+838|95|7|3|23|22887.07|0.10|0.07|N|O|1998-03-26|1998-04-17|1998-04-02|COLLECT COD|AIR|ets haggle furiously furiously regular r|
+838|44|5|4|18|16992.72|0.09|0.00|N|O|1998-03-28|1998-04-06|1998-03-31|TAKE BACK RETURN|AIR|hely unusual foxes. furio|
+839|158|10|1|23|24337.45|0.07|0.02|N|O|1995-10-17|1995-11-03|1995-11-04|COLLECT COD|AIR|ng ideas haggle accord|
+839|189|10|2|47|51191.46|0.08|0.00|N|O|1995-10-17|1995-11-06|1995-11-10|NONE|AIR|refully final excuses about |
+864|130|5|1|34|35024.42|0.03|0.04|N|O|1997-12-16|1997-10-23|1998-01-12|TAKE BACK RETURN|SHIP|gside of the furiously special|
+864|98|1|2|7|6986.63|0.01|0.02|N|O|1997-11-13|1997-10-07|1997-12-13|TAKE BACK RETURN|MAIL|ven requests should sleep along |
+864|80|10|3|34|33322.72|0.03|0.00|N|O|1997-09-14|1997-11-04|1997-09-21|TAKE BACK RETURN|REG AIR|to the furiously ironic platelets! |
+865|198|10|1|16|17571.04|0.07|0.03|R|F|1993-08-24|1993-06-26|1993-08-28|TAKE BACK RETURN|TRUCK|y even accounts. quickly bold decoys|
+865|20|7|2|3|2760.06|0.02|0.05|A|F|1993-07-17|1993-07-14|1993-08-01|NONE|MAIL|fully regular the|
+865|87|8|3|15|14806.20|0.00|0.06|R|F|1993-07-05|1993-06-25|1993-07-26|NONE|SHIP| deposits sleep quickl|
+865|169|4|4|34|36351.44|0.09|0.06|A|F|1993-05-09|1993-07-28|1993-05-18|DELIVER IN PERSON|REG AIR|furiously fluffily unusual account|
+866|136|7|1|5|5180.65|0.08|0.00|R|F|1993-01-22|1993-01-14|1993-02-07|TAKE BACK RETURN|AIR|tegrate fluffily. carefully f|
+867|139|10|1|7|7273.91|0.04|0.07|A|F|1994-02-19|1993-12-25|1994-02-25|DELIVER IN PERSON|TRUCK|pendencies-- slyly unusual packages hagg|
+868|168|9|1|8|8545.28|0.06|0.03|R|F|1992-10-07|1992-08-01|1992-10-16|NONE|MAIL|l deposits. blithely regular pint|
+868|29|8|2|13|12077.26|0.05|0.07|R|F|1992-07-25|1992-08-26|1992-08-04|NONE|AIR|gged instructi|
+868|68|5|3|19|18393.14|0.09|0.06|R|F|1992-06-22|1992-08-27|1992-07-04|COLLECT COD|SHIP|lyly ironic platelets wake. rut|
+868|122|1|4|43|43951.16|0.02|0.04|A|F|1992-07-02|1992-07-22|1992-07-21|COLLECT COD|SHIP|kly silent deposits wake dar|
+868|25|8|5|27|24975.54|0.04|0.01|R|F|1992-08-01|1992-08-25|1992-08-12|TAKE BACK RETURN|RAIL|oss the fluffily unusual pinto |
+868|125|6|6|19|19477.28|0.02|0.05|R|F|1992-09-20|1992-07-18|1992-10-04|NONE|FOB|ely even deposits lose blithe|
+869|63|2|1|27|26002.62|0.07|0.07|N|O|1997-01-30|1997-02-17|1997-02-26|TAKE BACK RETURN|TRUCK|uffily even excuses? slyly even deposits |
+869|47|4|2|36|34093.44|0.04|0.01|N|O|1997-05-03|1997-03-17|1997-05-24|NONE|RAIL|ong the furiously bold instructi|
+870|50|9|1|36|34201.80|0.04|0.07|A|F|1993-10-18|1993-09-16|1993-11-15|COLLECT COD|MAIL|fily. furiously final accounts are |
+870|186|7|2|5|5430.90|0.06|0.05|A|F|1993-08-13|1993-09-11|1993-08-24|COLLECT COD|FOB|e slyly excuses. ironi|
+871|97|8|1|48|47860.32|0.10|0.03|N|O|1996-02-25|1996-02-09|1996-03-18|NONE|AIR|coys dazzle slyly slow notornis. f|
+871|55|10|2|47|44887.35|0.07|0.03|N|O|1995-12-25|1996-02-01|1996-01-24|TAKE BACK RETURN|RAIL|ss, final dep|
+871|108|5|3|13|13105.30|0.09|0.01|N|O|1996-01-25|1996-01-24|1996-02-03|NONE|REG AIR| haggle furiou|
+871|190|1|4|29|31615.51|0.06|0.07|N|O|1995-11-16|1996-01-27|1995-12-16|DELIVER IN PERSON|RAIL|ests are carefu|
+871|128|7|5|8|8224.96|0.00|0.01|N|O|1995-11-25|1996-01-12|1995-12-12|DELIVER IN PERSON|AIR|lar ideas-- slyly even accou|
+871|143|2|6|26|27121.64|0.00|0.06|N|O|1996-02-07|1996-01-05|1996-02-25|COLLECT COD|AIR|symptotes use quickly near the |
+871|174|3|7|4|4296.68|0.00|0.07|N|O|1996-03-09|1996-01-20|1996-03-26|COLLECT COD|FOB|l, regular dependencies w|
+896|39|10|1|47|44134.41|0.07|0.08|R|F|1993-05-28|1993-05-15|1993-06-15|DELIVER IN PERSON|TRUCK|ly even pinto beans integrate. b|
+896|198|2|2|10|10981.90|0.03|0.07|A|F|1993-07-07|1993-06-03|1993-07-24|COLLECT COD|SHIP| quickly even theodolites. carefully regu|
+896|2|9|3|7|6314.00|0.09|0.02|A|F|1993-05-02|1993-05-24|1993-05-31|DELIVER IN PERSON|MAIL| requests |
+896|152|3|4|11|11573.65|0.08|0.04|A|F|1993-05-19|1993-05-22|1993-06-08|COLLECT COD|MAIL|the multipliers sleep|
+896|188|9|5|34|36998.12|0.00|0.05|R|F|1993-05-21|1993-06-01|1993-05-23|NONE|TRUCK|ular, close requests cajo|
+896|177|6|6|44|47395.48|0.09|0.08|R|F|1993-05-19|1993-04-14|1993-06-02|DELIVER IN PERSON|FOB|lar, pending packages. deposits are q|
+896|109|2|7|11|11100.10|0.01|0.07|A|F|1993-05-01|1993-04-09|1993-05-06|TAKE BACK RETURN|FOB|rding to the pinto beans wa|
+897|91|4|1|15|14866.35|0.07|0.04|R|F|1995-05-25|1995-05-09|1995-06-07|COLLECT COD|REG AIR|r ideas. slyly spec|
+897|184|5|2|26|28188.68|0.05|0.08|N|O|1995-07-01|1995-06-10|1995-07-14|COLLECT COD|MAIL|tions sleep according to the special|
+897|126|1|3|13|13339.56|0.07|0.00|A|F|1995-03-30|1995-05-17|1995-04-21|TAKE BACK RETURN|MAIL|bold accounts mold carefully! braids|
+897|102|7|4|2|2004.20|0.08|0.08|R|F|1995-05-22|1995-05-07|1995-06-16|COLLECT COD|RAIL|into beans. slyly special fox|
+898|161|2|1|9|9550.44|0.07|0.08|A|F|1993-07-04|1993-07-09|1993-07-25|NONE|AIR|e slyly across the blithe|
+898|179|7|2|37|39929.29|0.03|0.05|A|F|1993-08-17|1993-08-04|1993-09-01|DELIVER IN PERSON|REG AIR|packages sleep furiously|
+898|49|8|3|11|10439.44|0.01|0.00|A|F|1993-09-13|1993-08-31|1993-09-25|TAKE BACK RETURN|MAIL|etly bold accounts |
+898|193|6|4|36|39354.84|0.04|0.07|R|F|1993-08-04|1993-07-25|1993-08-23|DELIVER IN PERSON|REG AIR| after the carefully |
+899|61|10|1|18|17299.08|0.04|0.05|N|O|1998-08-06|1998-05-09|1998-09-05|DELIVER IN PERSON|AIR|re daring, pending deposits. blit|
+899|47|4|2|25|23676.00|0.00|0.07|N|O|1998-07-21|1998-05-12|1998-08-16|NONE|REG AIR|rly final sentiments. bold pinto beans |
+899|85|6|3|4|3940.32|0.09|0.05|N|O|1998-06-02|1998-06-28|1998-06-14|TAKE BACK RETURN|REG AIR|ter the carefully regular deposits are agai|
+899|180|9|4|14|15122.52|0.05|0.03|N|O|1998-05-21|1998-05-28|1998-06-03|TAKE BACK RETURN|FOB|ades impress carefully|
+899|71|10|5|4|3884.28|0.06|0.02|N|O|1998-04-11|1998-05-14|1998-04-27|NONE|TRUCK|ges. blithe, ironic waters cajole care|
+899|120|4|6|47|47945.64|0.00|0.04|N|O|1998-04-14|1998-05-30|1998-05-13|DELIVER IN PERSON|TRUCK|furiously final foxes after the s|
+899|14|1|7|11|10054.11|0.02|0.08|N|O|1998-06-03|1998-06-15|1998-06-20|COLLECT COD|REG AIR|t the ironic|
+900|199|1|1|44|48364.36|0.01|0.06|R|F|1994-12-15|1994-12-03|1994-12-27|COLLECT COD|MAIL| detect quick|
+900|115|6|2|48|48725.28|0.08|0.04|A|F|1994-12-22|1994-11-08|1995-01-19|COLLECT COD|TRUCK|cial pinto beans nag |
+900|75|6|3|24|23401.68|0.03|0.00|R|F|1994-10-21|1994-12-25|1994-10-22|TAKE BACK RETURN|SHIP|-ray furiously un|
+901|22|7|1|36|33192.72|0.01|0.01|N|O|1998-08-11|1998-10-09|1998-08-27|DELIVER IN PERSON|REG AIR|. accounts are care|
+901|46|7|2|2|1892.08|0.09|0.02|N|O|1998-10-25|1998-09-27|1998-11-01|DELIVER IN PERSON|AIR|d foxes use slyly|
+901|43|10|3|37|34892.48|0.04|0.08|N|O|1998-11-01|1998-09-13|1998-11-05|NONE|AIR|ickly final deposits |
+901|18|9|4|11|10098.11|0.00|0.06|N|O|1998-11-13|1998-10-19|1998-11-14|TAKE BACK RETURN|TRUCK|ourts among the quickly expre|
+902|111|2|1|3|3033.33|0.06|0.00|R|F|1994-10-01|1994-10-25|1994-10-28|COLLECT COD|MAIL|into beans thrash blithely about the flu|
+902|118|2|2|8|8144.88|0.06|0.07|R|F|1994-10-25|1994-09-20|1994-11-07|COLLECT COD|RAIL| orbits al|
+902|165|2|3|24|25563.84|0.02|0.05|R|F|1994-11-08|1994-10-12|1994-11-26|NONE|FOB|. blithely even accounts poach furiously i|
+903|65|10|1|27|26056.62|0.04|0.03|N|O|1995-09-18|1995-09-20|1995-10-02|TAKE BACK RETURN|SHIP|lly pending foxes. furiously|
+903|9|2|2|35|31815.00|0.06|0.05|N|O|1995-09-18|1995-08-21|1995-10-12|TAKE BACK RETURN|TRUCK|rets wake fin|
+903|9|2|3|33|29997.00|0.02|0.03|N|O|1995-09-24|1995-09-01|1995-10-12|COLLECT COD|MAIL|ely ironic packages wake blithely|
+903|56|1|4|9|8604.45|0.09|0.00|N|O|1995-10-06|1995-09-14|1995-10-24|NONE|TRUCK|he slyly ev|
+903|42|3|5|1|942.04|0.04|0.00|N|O|1995-10-22|1995-09-13|1995-11-03|NONE|AIR|y final platelets sublate among the |
+903|168|9|6|13|13886.08|0.07|0.02|N|O|1995-09-11|1995-10-04|1995-10-03|COLLECT COD|SHIP|sleep along the final|
+928|169|10|1|29|31005.64|0.07|0.02|R|F|1995-05-17|1995-05-12|1995-05-21|NONE|REG AIR|ly alongside of the s|
+928|48|7|2|24|22752.96|0.05|0.08|A|F|1995-04-06|1995-05-08|1995-04-24|DELIVER IN PERSON|AIR|s the furiously regular warthogs im|
+928|152|10|3|46|48398.90|0.08|0.00|A|F|1995-05-09|1995-04-09|1995-06-01|DELIVER IN PERSON|REG AIR| beans sleep against the carefully ir|
+928|52|4|4|43|40938.15|0.10|0.05|A|F|1995-04-14|1995-04-21|1995-05-09|NONE|REG AIR|blithely. express, silent requests doze at|
+928|12|3|5|38|34656.38|0.02|0.08|N|F|1995-06-08|1995-04-15|1995-06-30|TAKE BACK RETURN|SHIP|xpress grouc|
+928|55|6|6|50|47752.50|0.05|0.00|N|F|1995-06-07|1995-04-15|1995-07-01|DELIVER IN PERSON|TRUCK| slyly slyly special request|
+928|11|5|7|11|10021.11|0.00|0.01|A|F|1995-04-29|1995-04-16|1995-04-30|NONE|AIR|longside of|
+929|129|8|1|45|46310.40|0.09|0.01|R|F|1993-01-24|1992-12-06|1993-02-16|DELIVER IN PERSON|REG AIR|ges haggle careful|
+929|175|5|2|44|47307.48|0.02|0.00|A|F|1992-10-09|1992-11-20|1992-10-22|DELIVER IN PERSON|SHIP|s. excuses cajole. carefully regu|
+929|74|5|3|14|13636.98|0.06|0.07|A|F|1992-10-21|1992-11-17|1992-11-15|NONE|FOB|gainst the|
+929|102|5|4|7|7014.70|0.06|0.01|A|F|1992-12-24|1992-12-19|1993-01-08|TAKE BACK RETURN|TRUCK|ithely. slyly c|
+930|45|4|1|36|34021.44|0.10|0.04|R|F|1994-12-21|1995-02-20|1994-12-24|COLLECT COD|RAIL|quickly regular pinto beans sle|
+930|18|8|2|47|43146.47|0.08|0.00|A|F|1995-03-20|1995-02-04|1995-04-04|DELIVER IN PERSON|AIR|ackages. fluffily e|
+930|65|10|3|10|9650.60|0.07|0.08|A|F|1994-12-18|1995-01-27|1995-01-16|COLLECT COD|AIR|ckly regular requests: regular instructions|
+930|100|2|4|21|21002.10|0.06|0.02|A|F|1995-02-16|1995-03-03|1995-03-13|DELIVER IN PERSON|SHIP|foxes. regular deposits integrate carefu|
+930|164|9|5|50|53208.00|0.03|0.06|A|F|1995-04-03|1995-01-29|1995-04-22|COLLECT COD|MAIL| excuses among the furiously express ideas |
+930|145|4|6|10|10451.40|0.00|0.04|A|F|1995-02-09|1995-02-17|1995-02-16|NONE|SHIP|blithely bold i|
+930|167|4|7|30|32014.80|0.07|0.08|R|F|1995-01-20|1995-02-28|1995-02-04|TAKE BACK RETURN|RAIL|g accounts sleep along the platelets.|
+931|40|1|1|18|16920.72|0.00|0.05|A|F|1993-04-04|1993-01-11|1993-04-13|NONE|RAIL|slyly ironic re|
+931|17|7|2|10|9170.10|0.05|0.07|A|F|1993-03-01|1993-01-09|1993-03-07|TAKE BACK RETURN|SHIP|ajole quickly. slyly sil|
+931|147|6|3|48|50262.72|0.01|0.08|A|F|1993-02-03|1993-03-02|1993-02-09|TAKE BACK RETURN|FOB|ep alongside of the fluffy |
+931|82|3|4|38|37319.04|0.08|0.08|A|F|1993-03-06|1993-02-24|1993-03-27|DELIVER IN PERSON|RAIL|usly final packages integrate carefully|
+932|44|1|1|41|38705.64|0.01|0.05|N|O|1997-06-05|1997-07-22|1997-06-26|COLLECT COD|RAIL|foxes. ironic pl|
+933|49|8|1|23|21827.92|0.02|0.04|R|F|1992-08-13|1992-09-18|1992-08-25|DELIVER IN PERSON|MAIL| the furiously bold dinos. sly|
+933|13|4|2|27|24651.27|0.02|0.01|R|F|1992-10-03|1992-10-02|1992-10-26|DELIVER IN PERSON|RAIL|ests. express|
+933|100|2|3|26|26002.60|0.05|0.00|A|F|1992-11-09|1992-11-03|1992-11-16|DELIVER IN PERSON|AIR| the deposits affix slyly after t|
+934|118|5|1|18|18325.98|0.07|0.01|N|O|1996-09-10|1996-09-20|1996-09-25|COLLECT COD|RAIL|y unusual requests dazzle above t|
+935|28|3|1|23|21344.46|0.05|0.00|N|O|1997-11-11|1997-11-22|1997-11-29|COLLECT COD|REG AIR|ular accounts about|
+935|65|10|2|23|22196.38|0.02|0.01|N|O|1998-01-11|1997-11-25|1998-02-05|COLLECT COD|TRUCK|hes haggle furiously dolphins. qu|
+935|135|1|3|36|37264.68|0.06|0.00|N|O|1997-11-05|1997-12-05|1997-11-25|TAKE BACK RETURN|AIR|leep about the exp|
+935|58|3|4|13|12454.65|0.08|0.04|N|O|1998-01-13|1997-11-30|1998-02-08|DELIVER IN PERSON|TRUCK|ld platelet|
+935|13|7|5|8|7304.08|0.02|0.05|N|O|1998-01-12|1997-11-02|1998-02-05|NONE|TRUCK|cept the quickly regular p|
+935|59|1|6|1|959.05|0.01|0.08|N|O|1997-12-14|1997-11-22|1998-01-08|DELIVER IN PERSON|TRUCK| instructions. ironic acc|
+960|107|10|1|1|1007.10|0.07|0.00|A|F|1994-12-24|1994-10-26|1995-01-20|DELIVER IN PERSON|AIR|y ironic packages. quickly even |
+960|117|7|2|25|25427.75|0.06|0.08|R|F|1994-12-01|1994-10-29|1994-12-27|DELIVER IN PERSON|RAIL|ts. fluffily regular requests |
+960|175|3|3|32|34405.44|0.01|0.08|R|F|1995-01-19|1994-12-17|1995-02-04|DELIVER IN PERSON|FOB|around the blithe, even pl|
+961|118|5|1|7|7126.77|0.10|0.00|N|O|1995-07-23|1995-07-20|1995-08-11|TAKE BACK RETURN|RAIL|usual dolphins. ironic pearls sleep blit|
+961|91|2|2|18|17839.62|0.09|0.05|N|O|1995-07-01|1995-08-14|1995-07-04|DELIVER IN PERSON|AIR|rmanent foxes haggle speci|
+961|97|8|3|42|41877.78|0.06|0.01|N|O|1995-08-24|1995-08-21|1995-09-10|TAKE BACK RETURN|SHIP|ests do cajole blithely. furiously bo|
+961|34|10|4|29|27086.87|0.00|0.07|N|F|1995-06-10|1995-08-20|1995-06-26|TAKE BACK RETURN|TRUCK|l accounts use blithely against the|
+961|26|7|5|38|35188.76|0.03|0.05|N|O|1995-08-21|1995-07-19|1995-08-27|NONE|RAIL|he blithely special requests. furiousl|
+961|197|8|6|30|32915.70|0.09|0.03|N|O|1995-07-06|1995-07-20|1995-07-26|DELIVER IN PERSON|MAIL|warhorses slee|
+962|57|8|1|36|34453.80|0.01|0.03|R|F|1994-08-09|1994-07-10|1994-09-02|COLLECT COD|TRUCK|al foxes. iron|
+962|36|2|2|27|25272.81|0.09|0.02|A|F|1994-05-11|1994-07-10|1994-06-03|TAKE BACK RETURN|SHIP|y slyly express deposits. final i|
+962|80|1|3|3|2940.24|0.07|0.08|A|F|1994-05-08|1994-07-06|1994-06-02|DELIVER IN PERSON|FOB|ag furiously. even pa|
+962|57|5|4|20|19141.00|0.04|0.02|R|F|1994-08-26|1994-06-27|1994-09-11|DELIVER IN PERSON|SHIP| deposits use fluffily according to |
+962|152|7|5|12|12625.80|0.02|0.00|A|F|1994-06-09|1994-06-07|1994-06-11|COLLECT COD|TRUCK|across the furiously regular escapades daz|
+962|188|9|6|5|5440.90|0.02|0.05|A|F|1994-08-29|1994-07-15|1994-09-19|COLLECT COD|TRUCK|efully bold packages run slyly caref|
+963|194|8|1|7|7659.33|0.01|0.00|R|F|1994-09-12|1994-07-18|1994-09-17|DELIVER IN PERSON|REG AIR|s. slyly regular depe|
+963|98|10|2|48|47908.32|0.10|0.06|R|F|1994-08-25|1994-08-12|1994-09-21|DELIVER IN PERSON|RAIL|ages. quickly express deposits cajole pe|
+964|199|10|1|39|42868.41|0.04|0.01|N|O|1995-06-21|1995-07-24|1995-06-24|NONE|AIR|se furiously regular instructions. blith|
+964|113|4|2|1|1013.11|0.02|0.05|N|O|1995-08-20|1995-07-29|1995-09-10|DELIVER IN PERSON|REG AIR|unts. quickly even platelets s|
+964|57|5|3|49|46895.45|0.01|0.03|N|O|1995-09-06|1995-08-10|1995-10-05|NONE|MAIL|ounts. blithely regular packag|
+964|55|3|4|44|42022.20|0.05|0.02|N|O|1995-09-18|1995-08-02|1995-10-17|TAKE BACK RETURN|TRUCK|ronic deposit|
+965|108|1|1|20|20162.00|0.04|0.05|N|F|1995-06-16|1995-07-20|1995-07-06|COLLECT COD|MAIL|kly. carefully pending requ|
+965|18|5|2|23|21114.23|0.06|0.08|N|O|1995-07-12|1995-07-08|1995-08-11|COLLECT COD|MAIL|ld kindle carefully across th|
+966|180|8|1|19|20523.42|0.07|0.01|N|O|1998-05-26|1998-07-15|1998-05-29|COLLECT COD|FOB|efully final pinto beans. quickly |
+966|117|4|2|42|42718.62|0.02|0.06|N|O|1998-06-28|1998-06-20|1998-07-05|NONE|TRUCK|tions boost furiously car|
+966|22|1|3|42|38724.84|0.06|0.08|N|O|1998-06-15|1998-06-08|1998-07-05|NONE|RAIL|sly ironic asymptotes hagg|
+966|5|2|4|20|18100.00|0.04|0.01|N|O|1998-07-19|1998-07-15|1998-07-27|NONE|TRUCK|pecial ins|
+967|59|4|1|41|39321.05|0.05|0.05|R|F|1992-09-21|1992-08-15|1992-10-21|NONE|MAIL|ld foxes wake closely special|
+967|85|6|2|4|3940.32|0.01|0.02|A|F|1992-07-15|1992-07-27|1992-07-18|DELIVER IN PERSON|REG AIR|platelets hang carefully along |
+967|132|8|3|10|10321.30|0.00|0.02|A|F|1992-09-18|1992-08-06|1992-09-19|DELIVER IN PERSON|MAIL|old pinto beans alongside of the exp|
+967|148|7|4|49|51358.86|0.01|0.04|A|F|1992-09-28|1992-09-15|1992-10-14|NONE|SHIP|the slyly even ideas. carefully even|
+967|17|1|5|41|37597.41|0.08|0.04|A|F|1992-07-23|1992-08-07|1992-08-13|TAKE BACK RETURN|FOB|efully special ide|
+967|106|9|6|17|17103.70|0.05|0.06|A|F|1992-10-02|1992-08-19|1992-10-25|NONE|MAIL|y ironic foxes caj|
+967|161|8|7|18|19100.88|0.00|0.02|A|F|1992-10-06|1992-08-05|1992-10-15|DELIVER IN PERSON|RAIL|ngage blith|
+992|60|2|1|14|13440.84|0.10|0.03|N|O|1998-01-29|1997-12-29|1998-02-18|TAKE BACK RETURN|MAIL|the unusual, even dependencies affix fluff|
+992|38|9|2|34|31893.02|0.02|0.00|N|O|1997-11-29|1998-01-21|1997-11-30|NONE|RAIL|s use silently. blithely regular ideas b|
+992|105|6|3|30|30153.00|0.10|0.00|N|O|1997-12-15|1998-02-02|1998-01-12|NONE|SHIP|nic instructions n|
+992|48|5|4|21|19908.84|0.06|0.06|N|O|1997-11-13|1997-12-28|1997-12-10|NONE|TRUCK|fily. quickly special deposit|
+992|92|4|5|7|6944.63|0.09|0.05|N|O|1997-11-30|1997-12-24|1997-12-16|DELIVER IN PERSON|TRUCK|ideas haggle. special theodolit|
+992|75|3|6|41|39977.87|0.10|0.01|N|O|1997-11-14|1998-02-04|1997-11-23|TAKE BACK RETURN|AIR|eodolites cajole across the accounts.|
+993|175|5|1|33|35480.61|0.01|0.05|N|O|1996-01-03|1995-11-28|1996-01-23|DELIVER IN PERSON|AIR| the deposits affix agains|
+993|3|6|2|28|25284.00|0.06|0.08|N|O|1995-10-24|1995-11-20|1995-11-06|DELIVER IN PERSON|RAIL|lites. even theodolite|
+993|40|1|3|10|9400.40|0.03|0.08|N|O|1995-12-17|1995-11-13|1995-12-20|NONE|RAIL|encies wake fur|
+993|191|4|4|40|43647.60|0.01|0.01|N|O|1995-11-16|1995-11-01|1995-12-05|TAKE BACK RETURN|RAIL|gle above the furiously |
+993|146|7|5|33|34522.62|0.09|0.08|N|O|1995-09-28|1995-10-24|1995-10-03|COLLECT COD|RAIL|fluffily. quiet excuses sleep furiously sly|
+993|137|3|6|35|36299.55|0.04|0.02|N|O|1995-10-26|1995-10-20|1995-11-05|DELIVER IN PERSON|FOB|es. ironic, ironic requests|
+993|5|2|7|15|13575.00|0.09|0.03|N|O|1995-09-27|1995-10-21|1995-10-17|DELIVER IN PERSON|MAIL|sits. pending pinto beans haggle? ca|
+994|65|6|1|4|3860.24|0.07|0.03|R|F|1994-07-05|1994-05-21|1994-07-20|COLLECT COD|SHIP|aggle carefully acc|
+994|10|3|2|11|10010.11|0.01|0.00|R|F|1994-05-03|1994-06-10|1994-05-22|NONE|AIR|ular accounts sleep |
+994|31|7|3|5|4655.15|0.08|0.08|A|F|1994-06-24|1994-06-14|1994-06-26|NONE|MAIL|ainst the pending requests. packages sl|
+994|131|7|4|25|25778.25|0.10|0.00|A|F|1994-06-03|1994-06-02|1994-06-06|COLLECT COD|RAIL|usual pinto beans.|
+995|173|1|1|15|16097.55|0.08|0.05|N|O|1995-06-30|1995-08-04|1995-07-27|NONE|REG AIR|uses. fluffily fina|
+995|129|4|2|28|28815.36|0.08|0.03|N|F|1995-06-12|1995-07-20|1995-06-19|DELIVER IN PERSON|SHIP|pades. quick, final frays use flu|
+995|166|3|3|45|47977.20|0.00|0.05|N|O|1995-08-02|1995-07-21|1995-08-03|DELIVER IN PERSON|SHIP|lar packages detect blithely above t|
+995|66|3|4|25|24151.50|0.01|0.08|N|O|1995-09-08|1995-08-05|1995-09-28|NONE|TRUCK|lyly even |
+995|24|5|5|18|16632.36|0.06|0.03|N|O|1995-07-03|1995-07-29|1995-07-22|TAKE BACK RETURN|AIR| even accounts unwind c|
+996|173|2|1|43|46146.31|0.03|0.06|N|O|1998-03-27|1998-03-25|1998-04-06|COLLECT COD|SHIP| the blithely ironic foxes. slyly silent d|
+997|163|4|1|11|11694.76|0.00|0.02|N|O|1997-06-16|1997-07-21|1997-07-14|DELIVER IN PERSON|TRUCK|p furiously according to t|
+997|48|9|2|17|16116.68|0.03|0.00|N|O|1997-07-28|1997-07-26|1997-08-20|DELIVER IN PERSON|SHIP|aggle quickly furiously|
+998|10|7|1|22|20020.22|0.04|0.05|A|F|1994-12-03|1995-02-17|1994-12-19|TAKE BACK RETURN|RAIL|lites. qui|
+998|181|2|2|7|7568.26|0.10|0.05|R|F|1995-03-24|1995-01-18|1995-04-03|NONE|MAIL|nic deposits. even asym|
+998|142|9|3|30|31264.20|0.05|0.07|A|F|1994-12-02|1995-01-23|1994-12-23|NONE|SHIP|lyly idle Tir|
+998|11|8|4|6|5466.06|0.09|0.05|R|F|1995-03-20|1994-12-27|1995-04-13|DELIVER IN PERSON|MAIL|refully accounts. carefully express ac|
+998|73|2|5|1|973.07|0.04|0.00|R|F|1995-01-05|1995-01-06|1995-01-13|NONE|SHIP|es sleep. regular dependencies use bl|
+999|61|6|1|34|32676.04|0.00|0.08|R|F|1993-10-30|1993-10-17|1993-10-31|TAKE BACK RETURN|SHIP|its. daringly final instruc|
+999|199|1|2|41|45066.79|0.08|0.01|A|F|1993-10-16|1993-12-04|1993-11-03|DELIVER IN PERSON|REG AIR|us depths. carefully ironic instruc|
+999|118|5|3|15|15271.65|0.07|0.06|A|F|1993-12-12|1993-10-18|1994-01-08|COLLECT COD|REG AIR|y ironic requests. carefully regu|
+999|3|4|4|10|9030.00|0.05|0.02|A|F|1993-11-23|1993-12-02|1993-11-29|NONE|MAIL|efully pending|
+999|19|10|5|3|2757.03|0.03|0.00|R|F|1993-09-17|1993-10-22|1993-10-13|NONE|FOB|nic, pending ideas. bl|
+999|181|2|6|37|40003.66|0.00|0.04|R|F|1994-01-03|1993-10-28|1994-01-12|DELIVER IN PERSON|TRUCK|ckly slyly unusual packages: packages hagg|
+1024|199|2|1|49|53860.31|0.03|0.05|N|O|1998-03-06|1998-01-26|1998-03-29|TAKE BACK RETURN|FOB|ts. asymptotes nag fur|
+1024|126|5|2|34|34888.08|0.00|0.01|N|O|1998-01-06|1998-02-05|1998-01-26|COLLECT COD|SHIP|des the slyly even|
+1024|44|3|3|28|26433.12|0.04|0.01|N|O|1998-03-04|1998-03-12|1998-03-15|TAKE BACK RETURN|TRUCK|e blithely regular pi|
+1024|184|5|4|13|14094.34|0.02|0.04|N|O|1998-04-11|1998-02-26|1998-04-18|NONE|FOB|e slyly around the slyly special instructi|
+1024|21|4|5|49|45129.98|0.02|0.04|N|O|1998-02-27|1998-03-10|1998-03-27|COLLECT COD|FOB| carefully bold |
+1025|150|1|1|36|37805.40|0.03|0.04|A|F|1995-05-15|1995-07-05|1995-06-10|COLLECT COD|FOB|e unusual, regular instr|
+1025|69|10|2|23|22288.38|0.08|0.03|N|F|1995-06-02|1995-07-29|1995-06-23|COLLECT COD|RAIL| regular platelets nag carefu|
+1025|23|2|3|25|23075.50|0.06|0.05|R|F|1995-05-29|1995-06-21|1995-06-13|DELIVER IN PERSON|REG AIR|xpress foxes. furiousl|
+1026|38|4|1|36|33769.08|0.10|0.02|N|O|1997-06-14|1997-07-20|1997-06-23|NONE|SHIP|st the ide|
+1026|37|8|2|6|5622.18|0.10|0.08|N|O|1997-07-07|1997-08-16|1997-07-14|TAKE BACK RETURN|TRUCK|to beans. special, regular packages hagg|
+1027|156|1|1|43|45414.45|0.07|0.08|R|F|1992-06-17|1992-08-28|1992-07-10|DELIVER IN PERSON|MAIL|oxes. carefully regular deposits|
+1027|113|10|2|20|20262.20|0.01|0.02|A|F|1992-06-08|1992-08-29|1992-06-14|NONE|TRUCK|ar excuses eat f|
+1027|126|9|3|2|2052.24|0.01|0.02|R|F|1992-08-28|1992-07-09|1992-09-10|NONE|FOB|s. quickly unusual waters inside |
+1027|100|4|4|13|13001.30|0.08|0.01|R|F|1992-08-22|1992-07-10|1992-09-12|DELIVER IN PERSON|RAIL|ily ironic ideas use|
+1027|136|2|5|22|22794.86|0.02|0.00|A|F|1992-09-03|1992-08-14|1992-10-01|DELIVER IN PERSON|FOB|the furiously express ex|
+1027|105|8|6|10|10051.00|0.06|0.08|R|F|1992-08-28|1992-08-06|1992-09-03|COLLECT COD|REG AIR|ilent, express foxes near the blithely sp|
+1028|128|3|1|2|2056.24|0.09|0.03|A|F|1994-01-10|1994-03-22|1994-01-26|COLLECT COD|FOB|s alongside of the regular asymptotes sleep|
+1028|112|9|2|39|39472.29|0.06|0.05|R|F|1994-02-18|1994-03-22|1994-03-06|TAKE BACK RETURN|MAIL| final dependencies affix a|
+1028|100|3|3|8|8000.80|0.03|0.07|A|F|1994-02-14|1994-03-28|1994-02-22|NONE|AIR|e carefully final packages. furiously fi|
+1028|32|8|4|26|24232.78|0.07|0.02|A|F|1994-03-18|1994-02-08|1994-03-19|TAKE BACK RETURN|RAIL|ronic platelets. carefully f|
+1028|29|2|5|27|25083.54|0.00|0.04|A|F|1994-04-03|1994-02-07|1994-04-26|NONE|REG AIR|ial accounts nag. slyly|
+1028|26|1|6|39|36114.78|0.03|0.02|A|F|1994-02-27|1994-02-16|1994-03-02|DELIVER IN PERSON|AIR|c theodoli|
+1028|31|2|7|22|20482.66|0.03|0.00|R|F|1994-04-24|1994-02-27|1994-05-08|NONE|REG AIR| Tiresias alongside of the carefully spec|
+1029|137|3|1|45|46670.85|0.05|0.07|R|F|1994-07-21|1994-08-30|1994-07-29|TAKE BACK RETURN|FOB|sits boost blithely|
+1030|65|10|1|17|16406.02|0.06|0.06|R|F|1994-10-13|1994-08-01|1994-11-10|DELIVER IN PERSON|RAIL|ly. carefully even packages dazz|
+1031|46|7|1|15|14190.60|0.10|0.08|A|F|1994-11-07|1994-10-29|1994-11-09|TAKE BACK RETURN|FOB|about the carefully bold a|
+1031|165|4|2|28|29824.48|0.05|0.01|A|F|1994-12-10|1994-10-29|1994-12-18|COLLECT COD|FOB|ly ironic accounts across the q|
+1031|187|8|3|27|29353.86|0.07|0.02|R|F|1994-09-20|1994-10-18|1994-10-10|DELIVER IN PERSON|SHIP|gular deposits cajole. blithely unus|
+1031|88|9|4|7|6916.56|0.03|0.03|R|F|1994-12-07|1994-11-11|1994-12-30|COLLECT COD|FOB|r instructions. car|
+1031|191|5|5|44|48012.36|0.01|0.07|R|F|1994-11-20|1994-11-24|1994-12-11|NONE|AIR|re slyly above the furio|
+1056|121|6|1|37|37781.44|0.04|0.06|R|F|1995-02-18|1995-04-01|1995-03-20|NONE|TRUCK| special packages. qui|
+1057|193|5|1|29|31702.51|0.10|0.01|A|F|1992-05-05|1992-05-05|1992-06-03|TAKE BACK RETURN|SHIP|es wake according to the q|
+1057|169|8|2|11|11760.76|0.00|0.02|R|F|1992-03-31|1992-04-18|1992-04-18|COLLECT COD|AIR|yly final theodolites. furi|
+1057|85|6|3|21|20686.68|0.03|0.04|A|F|1992-02-28|1992-05-01|1992-03-10|NONE|REG AIR|ar orbits boost bli|
+1057|182|3|4|20|21643.60|0.06|0.03|R|F|1992-03-02|1992-05-19|1992-03-13|DELIVER IN PERSON|TRUCK|s wake bol|
+1057|97|1|5|7|6979.63|0.06|0.05|R|F|1992-06-05|1992-04-30|1992-06-20|NONE|TRUCK|y slyly express theodolites. slyly bo|
+1057|52|7|6|19|18088.95|0.04|0.07|A|F|1992-05-31|1992-05-09|1992-06-02|DELIVER IN PERSON|FOB|r-- packages haggle alon|
+1058|140|6|1|24|24963.36|0.08|0.04|A|F|1993-07-09|1993-05-28|1993-07-22|DELIVER IN PERSON|TRUCK|fully ironic accounts. express accou|
+1058|89|10|2|5|4945.40|0.04|0.07|R|F|1993-05-11|1993-05-29|1993-05-27|COLLECT COD|TRUCK|refully even requests boost along|
+1058|90|1|3|44|43563.96|0.10|0.01|R|F|1993-06-26|1993-06-21|1993-07-20|COLLECT COD|TRUCK|uriously f|
+1058|5|2|4|25|22625.00|0.09|0.01|A|F|1993-05-27|1993-06-10|1993-06-20|TAKE BACK RETURN|MAIL| the final requests believe carefully |
+1059|178|9|1|16|17250.72|0.07|0.02|A|F|1994-04-24|1994-03-31|1994-04-28|DELIVER IN PERSON|SHIP|y ironic pinto |
+1059|29|2|2|7|6503.14|0.07|0.06|R|F|1994-03-30|1994-04-01|1994-04-24|DELIVER IN PERSON|MAIL|the furiously silent excuses are e|
+1059|88|9|3|45|44463.60|0.00|0.02|R|F|1994-06-10|1994-05-08|1994-06-21|COLLECT COD|RAIL|riously even theodolites. slyly regula|
+1059|110|7|4|26|26262.86|0.09|0.01|A|F|1994-03-17|1994-04-18|1994-03-26|DELIVER IN PERSON|TRUCK|ar pinto beans at the furiously |
+1059|139|5|5|37|38447.81|0.09|0.04|R|F|1994-03-31|1994-05-08|1994-04-06|COLLECT COD|RAIL| packages lose in place of the slyly unusu|
+1059|190|1|6|50|54509.50|0.00|0.03|A|F|1994-06-15|1994-05-11|1994-06-29|NONE|MAIL|s impress furiously about|
+1059|123|4|7|13|13300.56|0.01|0.03|R|F|1994-06-12|1994-05-11|1994-07-02|COLLECT COD|TRUCK|usly regular theodo|
+1060|196|10|1|8|8769.52|0.07|0.04|R|F|1993-05-21|1993-05-06|1993-06-10|DELIVER IN PERSON|FOB|iously. furiously regular in|
+1060|8|5|2|26|23608.00|0.06|0.08|R|F|1993-04-12|1993-04-01|1993-04-20|DELIVER IN PERSON|TRUCK|counts; even deposits are carefull|
+1060|164|3|3|11|11705.76|0.01|0.07|A|F|1993-05-13|1993-05-08|1993-05-17|TAKE BACK RETURN|MAIL|e regular deposits: re|
+1060|110|7|4|16|16161.76|0.03|0.06|A|F|1993-06-15|1993-04-18|1993-07-05|COLLECT COD|SHIP|ccounts. foxes maintain care|
+1060|53|8|5|1|953.05|0.04|0.06|A|F|1993-06-19|1993-05-10|1993-06-21|COLLECT COD|RAIL|posits detect carefully abo|
+1060|72|2|6|26|25273.82|0.01|0.03|A|F|1993-02-28|1993-04-01|1993-03-09|TAKE BACK RETURN|FOB|quickly abo|
+1060|121|10|7|36|36760.32|0.09|0.01|R|F|1993-03-14|1993-03-24|1993-04-02|TAKE BACK RETURN|FOB|r the quickly|
+1061|151|6|1|7|7358.05|0.04|0.04|N|O|1998-08-09|1998-08-12|1998-08-16|COLLECT COD|FOB|es are slyly expr|
+1061|119|3|2|2|2038.22|0.06|0.02|N|O|1998-08-15|1998-08-05|1998-08-24|COLLECT COD|MAIL|. regular accounts impre|
+1061|111|8|3|26|26288.86|0.08|0.02|N|O|1998-06-18|1998-07-25|1998-06-24|TAKE BACK RETURN|AIR|ave to slee|
+1061|136|7|4|41|42481.33|0.00|0.05|N|O|1998-06-29|1998-07-02|1998-07-27|NONE|MAIL|s are. ironic theodolites cajole. dep|
+1061|131|2|5|50|51556.50|0.04|0.08|N|O|1998-05-25|1998-07-22|1998-06-22|COLLECT COD|AIR|nding excuses are around the e|
+1061|144|1|6|35|36544.90|0.09|0.05|N|O|1998-07-05|1998-07-07|1998-07-30|TAKE BACK RETURN|MAIL|ending requests nag careful|
+1062|137|8|1|38|39410.94|0.00|0.01|N|O|1997-01-27|1997-03-07|1997-02-16|DELIVER IN PERSON|TRUCK|deas. pending acc|
+1063|96|9|1|42|41835.78|0.03|0.02|A|F|1994-07-10|1994-05-25|1994-07-26|NONE|RAIL|tructions about the blithely ex|
+1088|107|8|1|30|30213.00|0.07|0.03|A|F|1992-05-22|1992-06-25|1992-06-11|TAKE BACK RETURN|SHIP|long the packages snooze careful|
+1088|37|3|2|11|10307.33|0.06|0.00|A|F|1992-08-30|1992-07-25|1992-09-10|TAKE BACK RETURN|AIR|inal requests. fluffily express theod|
+1088|181|2|3|5|5405.90|0.03|0.07|A|F|1992-07-01|1992-07-25|1992-07-02|NONE|AIR|refully ironic packages. r|
+1088|124|5|4|3|3072.36|0.09|0.03|A|F|1992-06-15|1992-08-02|1992-06-18|DELIVER IN PERSON|MAIL|pecial theodolites |
+1089|151|3|1|47|49404.05|0.05|0.06|N|O|1996-06-26|1996-06-25|1996-07-11|NONE|TRUCK|aggle furiously among the bravely eve|
+1089|50|7|2|35|33251.75|0.03|0.00|N|O|1996-08-14|1996-07-10|1996-08-26|NONE|TRUCK|ly express deposits haggle|
+1089|26|7|3|23|21298.46|0.10|0.05|N|O|1996-06-24|1996-07-25|1996-07-20|DELIVER IN PERSON|AIR|g dolphins. deposits integrate. s|
+1089|141|10|4|1|1041.14|0.01|0.03|N|O|1996-07-08|1996-07-07|1996-07-17|COLLECT COD|RAIL|n courts among the caref|
+1090|22|3|1|5|4610.10|0.02|0.05|N|O|1998-02-19|1997-12-25|1998-02-24|DELIVER IN PERSON|AIR|s above the |
+1090|113|10|2|28|28367.08|0.08|0.08|N|O|1998-02-20|1998-01-03|1998-03-19|NONE|FOB|s cajole above the regular|
+1091|38|9|1|40|37521.20|0.10|0.06|N|O|1996-12-17|1996-10-14|1996-12-24|TAKE BACK RETURN|REG AIR|platelets. regular packag|
+1092|184|5|1|48|52040.64|0.04|0.04|N|O|1995-06-25|1995-04-06|1995-07-18|DELIVER IN PERSON|AIR|unusual accounts. fluffi|
+1092|153|5|2|1|1053.15|0.01|0.06|A|F|1995-03-10|1995-04-21|1995-04-06|COLLECT COD|RAIL|lent, pending requests-- requests nag accor|
+1092|161|8|3|28|29712.48|0.05|0.08|R|F|1995-04-08|1995-05-01|1995-05-02|DELIVER IN PERSON|FOB|affix carefully. u|
+1092|86|7|4|2|1972.16|0.05|0.07|R|F|1995-04-09|1995-05-12|1995-05-03|TAKE BACK RETURN|TRUCK|ans. slyly eve|
+1093|87|8|1|7|6909.56|0.04|0.02|N|O|1997-11-24|1997-09-23|1997-11-25|TAKE BACK RETURN|SHIP|bold deposits. blithely ironic depos|
+1093|177|5|2|37|39855.29|0.08|0.04|N|O|1997-11-06|1997-10-08|1997-11-22|COLLECT COD|FOB|le furiously across the carefully sp|
+1093|61|2|3|34|32676.04|0.01|0.06|N|O|1997-11-07|1997-09-06|1997-11-28|TAKE BACK RETURN|REG AIR|sits. express accounts play carefully. bol|
+1094|115|6|1|9|9135.99|0.07|0.06|N|O|1997-12-28|1998-03-16|1998-01-18|DELIVER IN PERSON|AIR|as. slyly pe|
+1095|137|3|1|33|34225.29|0.01|0.02|N|O|1995-10-03|1995-09-22|1995-10-13|NONE|MAIL|slyly around the iron|
+1095|136|2|2|24|24867.12|0.04|0.06|N|O|1995-08-24|1995-10-20|1995-09-09|COLLECT COD|TRUCK|packages nod furiously above the carefully |
+1095|156|4|3|13|13729.95|0.06|0.01|N|O|1995-08-24|1995-10-19|1995-09-02|TAKE BACK RETURN|REG AIR|ously even accounts. slyly bold a|
+1095|135|1|4|28|28983.64|0.08|0.03|N|O|1995-09-20|1995-11-18|1995-10-02|DELIVER IN PERSON|SHIP| regular pac|
+1095|112|2|5|40|40484.40|0.09|0.03|N|O|1995-10-18|1995-11-14|1995-11-09|NONE|MAIL| bold accounts haggle slyly furiously even|
+1095|181|2|6|37|40003.66|0.07|0.08|N|O|1995-10-04|1995-11-13|1995-10-12|NONE|SHIP|. quickly even dolphins sle|
+1120|178|8|1|10|10781.70|0.08|0.05|N|O|1997-12-17|1998-01-21|1997-12-23|DELIVER IN PERSON|MAIL|dependencies. blithel|
+1120|20|1|2|49|45080.98|0.01|0.07|N|O|1998-01-03|1998-02-02|1998-01-09|TAKE BACK RETURN|RAIL|heodolites. quick re|
+1120|76|6|3|21|20497.47|0.06|0.01|N|O|1998-01-11|1998-02-04|1998-01-19|COLLECT COD|REG AIR|s: fluffily even packages c|
+1120|46|9|4|22|20812.88|0.09|0.08|N|O|1997-11-15|1998-01-25|1997-12-07|TAKE BACK RETURN|REG AIR|ons. slyly silent requests sleep silent|
+1120|83|4|5|10|9830.80|0.07|0.08|N|O|1997-11-10|1998-02-01|1997-11-28|TAKE BACK RETURN|AIR|ages haggle furiously |
+1121|168|3|1|42|44862.72|0.04|0.05|N|O|1997-03-05|1997-03-18|1997-03-14|DELIVER IN PERSON|SHIP|nts are slyly special packages. f|
+1121|161|10|2|27|28651.32|0.08|0.00|N|O|1997-05-08|1997-03-28|1997-05-14|NONE|MAIL|ly ironic accounts cajole slyly abou|
+1121|157|5|3|10|10571.50|0.00|0.04|N|O|1997-04-17|1997-03-18|1997-05-02|TAKE BACK RETURN|RAIL|dencies. quickly regular theodolites n|
+1121|166|1|4|29|30918.64|0.02|0.01|N|O|1997-03-07|1997-04-02|1997-04-01|DELIVER IN PERSON|REG AIR| use furiously. quickly silent package|
+1121|30|9|5|47|43711.41|0.09|0.03|N|O|1997-04-27|1997-03-28|1997-05-14|COLLECT COD|FOB|ly idle, i|
+1121|200|1|6|50|55010.00|0.06|0.03|N|O|1997-04-21|1997-02-16|1997-04-25|NONE|TRUCK|odolites. slyly even accounts|
+1121|80|8|7|37|36262.96|0.06|0.01|N|O|1997-02-27|1997-03-04|1997-03-02|COLLECT COD|RAIL|special packages. fluffily final requests s|
+1122|92|6|1|8|7936.72|0.10|0.06|N|O|1997-02-02|1997-04-03|1997-02-22|TAKE BACK RETURN|RAIL|c foxes are along the slyly r|
+1122|182|3|2|29|31383.22|0.05|0.04|N|O|1997-05-07|1997-04-07|1997-05-15|COLLECT COD|SHIP|ptotes. quickl|
+1122|147|6|3|25|26178.50|0.09|0.01|N|O|1997-03-21|1997-03-03|1997-04-07|TAKE BACK RETURN|RAIL|d furiously. pinto |
+1122|106|9|4|40|40244.00|0.08|0.08|N|O|1997-02-07|1997-03-25|1997-02-25|NONE|REG AIR|packages sleep after the asym|
+1122|151|2|5|15|15767.25|0.05|0.03|N|O|1997-04-15|1997-03-15|1997-05-07|COLLECT COD|SHIP|olve blithely regular, |
+1122|162|7|6|24|25491.84|0.04|0.01|N|O|1997-03-08|1997-02-20|1997-04-05|NONE|RAIL|blithely requests. slyly pending r|
+1122|1|6|7|38|34238.00|0.00|0.08|N|O|1997-01-23|1997-04-02|1997-02-16|NONE|TRUCK|t theodolites sleep. even, ironic|
+1123|12|2|1|10|9120.10|0.05|0.08|N|O|1996-11-12|1996-10-04|1996-11-30|NONE|MAIL|ckages are above the depths. slyly ir|
+1123|178|8|2|39|42048.63|0.03|0.08|N|O|1996-08-25|1996-10-21|1996-09-04|DELIVER IN PERSON|REG AIR|rding to the furiously ironic requests: r|
+1123|101|4|3|38|38041.80|0.03|0.08|N|O|1996-09-23|1996-10-04|1996-09-27|DELIVER IN PERSON|FOB| blithely carefully unusual reques|
+1124|198|2|1|1|1098.19|0.09|0.08|N|O|1998-10-06|1998-10-02|1998-10-30|NONE|REG AIR| instructions cajole qu|
+1124|6|1|2|13|11778.00|0.05|0.04|N|O|1998-09-05|1998-10-03|1998-09-30|DELIVER IN PERSON|SHIP|t the slyly |
+1124|93|5|3|35|34758.15|0.10|0.05|N|O|1998-11-25|1998-10-08|1998-12-25|TAKE BACK RETURN|AIR|ut the slyly bold pinto beans; fi|
+1124|50|1|4|25|23751.25|0.08|0.05|N|O|1998-08-05|1998-10-14|1998-08-11|NONE|MAIL|ggle slyly according|
+1124|75|5|5|33|32177.31|0.05|0.04|N|O|1998-10-19|1998-09-17|1998-10-26|TAKE BACK RETURN|SHIP|eposits sleep slyly. stealthily f|
+1124|27|6|6|43|39861.86|0.01|0.03|N|O|1998-09-19|1998-10-28|1998-10-10|COLLECT COD|MAIL|across the |
+1124|95|6|7|1|995.09|0.09|0.01|N|O|1998-10-07|1998-08-31|1998-10-12|NONE|TRUCK|ly bold accou|
+1125|133|4|1|4|4132.52|0.08|0.02|A|F|1994-12-10|1994-12-28|1994-12-30|NONE|MAIL| quickly express packages a|
+1125|138|9|2|24|24915.12|0.10|0.03|R|F|1995-01-31|1994-12-02|1995-02-20|COLLECT COD|AIR|es about the slyly s|
+1125|122|7|3|26|26575.12|0.05|0.04|A|F|1995-02-24|1995-01-18|1995-03-05|COLLECT COD|TRUCK|l instruction|
+1125|98|1|4|29|28944.61|0.06|0.00|A|F|1994-11-29|1994-12-20|1994-12-10|DELIVER IN PERSON|RAIL| platelets wake against the carefully i|
+1126|36|2|1|44|41185.32|0.08|0.03|N|O|1998-05-07|1998-04-02|1998-05-29|NONE|TRUCK|es. carefully special|
+1126|58|3|2|7|6706.35|0.06|0.01|N|O|1998-05-02|1998-03-22|1998-05-21|COLLECT COD|MAIL|ons. final, unusual|
+1126|147|10|3|14|14659.96|0.07|0.07|N|O|1998-04-17|1998-04-15|1998-05-12|DELIVER IN PERSON|TRUCK|nstructions. blithe|
+1127|43|10|1|35|33006.40|0.02|0.03|N|O|1995-11-25|1995-11-03|1995-12-17|NONE|TRUCK|l instructions boost blithely according |
+1127|110|5|2|38|38384.18|0.09|0.05|N|O|1995-11-07|1995-11-11|1995-11-26|DELIVER IN PERSON|RAIL|. never final packages boost acro|
+1127|20|1|3|29|26680.58|0.09|0.07|N|O|1995-09-20|1995-11-21|1995-10-11|DELIVER IN PERSON|REG AIR|y. blithely r|
+1127|175|6|4|7|7526.19|0.07|0.05|N|O|1995-11-05|1995-11-02|1995-11-11|DELIVER IN PERSON|FOB| idly pending pains |
+1152|9|10|1|23|20907.00|0.06|0.04|A|F|1994-10-14|1994-10-22|1994-10-21|DELIVER IN PERSON|MAIL|equests alongside of the unusual |
+1152|100|2|2|25|25002.50|0.04|0.08|R|F|1994-10-20|1994-09-18|1994-10-28|DELIVER IN PERSON|REG AIR|efully ironic accounts. sly instructions wa|
+1152|42|9|3|6|5652.24|0.07|0.03|A|F|1994-12-07|1994-11-05|1994-12-25|DELIVER IN PERSON|FOB|p furiously; packages above th|
+1153|86|7|1|15|14791.20|0.00|0.08|N|O|1996-04-24|1996-07-17|1996-04-29|TAKE BACK RETURN|SHIP|uctions boost fluffily according to|
+1153|169|8|2|50|53458.00|0.00|0.07|N|O|1996-06-27|1996-07-13|1996-07-05|COLLECT COD|REG AIR|ronic asymptotes nag slyly. |
+1153|44|5|3|25|23601.00|0.00|0.05|N|O|1996-06-18|1996-06-28|1996-07-09|NONE|TRUCK| theodolites|
+1153|92|3|4|43|42659.87|0.01|0.00|N|O|1996-06-09|1996-06-01|1996-07-04|DELIVER IN PERSON|MAIL|special instructions are. unusual, final du|
+1153|142|5|5|45|46896.30|0.00|0.02|N|O|1996-06-18|1996-06-20|1996-07-03|TAKE BACK RETURN|AIR|oss the ex|
+1153|136|7|6|26|26939.38|0.02|0.03|N|O|1996-08-16|1996-07-12|1996-09-08|NONE|MAIL|kages haggle carefully. f|
+1153|192|4|7|5|5460.95|0.02|0.03|N|O|1996-05-03|1996-06-12|1996-05-28|TAKE BACK RETURN|FOB|special excuses promi|
+1154|143|10|1|31|32337.34|0.06|0.06|A|F|1992-04-17|1992-04-26|1992-05-17|COLLECT COD|AIR|ithely. final, blithe |
+1154|148|7|2|50|52407.00|0.07|0.06|A|F|1992-04-22|1992-04-21|1992-05-01|NONE|TRUCK|ove the furiously bold Tires|
+1154|97|1|3|5|4985.45|0.09|0.04|A|F|1992-06-07|1992-05-07|1992-07-05|DELIVER IN PERSON|MAIL|the furiously |
+1154|1|2|4|35|31535.00|0.00|0.07|A|F|1992-03-30|1992-04-02|1992-04-21|DELIVER IN PERSON|TRUCK|the carefully regular pinto beans boost|
+1154|36|2|5|18|16848.54|0.02|0.03|A|F|1992-02-26|1992-03-24|1992-03-20|TAKE BACK RETURN|REG AIR|y regular excuses cajole blithely. fi|
+1154|196|8|6|50|54809.50|0.06|0.03|A|F|1992-03-04|1992-04-01|1992-04-01|TAKE BACK RETURN|TRUCK| even, special |
+1155|70|1|1|4|3880.28|0.09|0.05|N|O|1997-10-19|1997-12-09|1997-11-02|DELIVER IN PERSON|SHIP|ic foxes according to the carefully final |
+1155|196|9|2|39|42751.41|0.08|0.05|N|O|1998-01-29|1998-01-03|1998-02-01|COLLECT COD|TRUCK|ckly final pinto beans was.|
+1155|147|4|3|23|24084.22|0.08|0.03|N|O|1997-11-24|1997-11-28|1997-12-06|DELIVER IN PERSON|FOB|ly unusual packages. iro|
+1155|140|1|4|12|12481.68|0.01|0.06|N|O|1997-11-01|1998-01-03|1997-11-19|DELIVER IN PERSON|RAIL|packages do|
+1155|5|2|5|49|44345.00|0.04|0.08|N|O|1997-12-07|1997-12-30|1997-12-08|NONE|AIR|ccounts are alongside of t|
+1156|87|8|1|15|14806.20|0.07|0.06|N|O|1996-12-21|1997-01-03|1997-01-10|TAKE BACK RETURN|AIR|the furiously pen|
+1156|33|4|2|21|19593.63|0.02|0.08|N|O|1996-11-07|1997-01-14|1996-12-03|NONE|AIR|dolphins. fluffily ironic packages sleep re|
+1156|12|2|3|29|26448.29|0.09|0.06|N|O|1997-01-24|1996-12-26|1997-02-04|DELIVER IN PERSON|TRUCK|ts sleep sly|
+1156|172|3|4|42|45031.14|0.02|0.00|N|O|1997-01-18|1997-01-12|1997-02-13|NONE|REG AIR|s. quickly bold pains are|
+1156|74|4|5|49|47729.43|0.04|0.01|N|O|1996-11-16|1996-12-02|1996-12-05|COLLECT COD|AIR|ithely unusual in|
+1156|195|9|6|42|45997.98|0.02|0.06|N|O|1997-01-27|1997-01-09|1997-01-28|DELIVER IN PERSON|MAIL|even requests boost ironic deposits. pe|
+1156|47|6|7|20|18940.80|0.08|0.07|N|O|1997-01-01|1997-01-06|1997-01-16|COLLECT COD|MAIL|deposits sleep bravel|
+1157|49|2|1|16|15184.64|0.06|0.00|N|O|1998-04-12|1998-03-09|1998-04-23|DELIVER IN PERSON|MAIL|tions hang|
+1157|83|4|2|4|3932.32|0.10|0.05|N|O|1998-02-24|1998-03-30|1998-03-24|DELIVER IN PERSON|SHIP|ounts. ironic deposits|
+1157|48|7|3|8|7584.32|0.02|0.00|N|O|1998-03-25|1998-03-16|1998-03-29|NONE|REG AIR|blithely even pa|
+1157|77|8|4|46|44945.22|0.07|0.08|N|O|1998-04-19|1998-03-13|1998-04-23|NONE|FOB|slyly regular excuses. accounts|
+1157|160|5|5|14|14842.24|0.03|0.03|N|O|1998-04-17|1998-03-03|1998-05-01|NONE|FOB|theodolites. fluffily re|
+1158|45|2|1|5|4725.20|0.02|0.04|N|O|1996-10-20|1996-07-30|1996-11-14|COLLECT COD|AIR|symptotes along the care|
+1158|157|9|2|23|24314.45|0.00|0.08|N|O|1996-10-21|1996-08-19|1996-10-31|COLLECT COD|MAIL|ularly ironic requests use care|
+1159|109|10|1|39|39354.90|0.01|0.00|A|F|1992-11-20|1992-10-28|1992-12-18|TAKE BACK RETURN|FOB| blithely express reques|
+1159|96|9|2|7|6972.63|0.08|0.00|A|F|1992-11-25|1992-10-27|1992-12-20|NONE|AIR|olve somet|
+1159|98|10|3|11|10978.99|0.10|0.03|R|F|1992-12-09|1992-12-07|1992-12-18|DELIVER IN PERSON|MAIL|h furiousl|
+1184|47|4|1|27|25570.08|0.01|0.00|N|O|1998-01-10|1997-12-02|1998-02-06|TAKE BACK RETURN|REG AIR|s wake fluffily. fl|
+1184|147|10|2|4|4188.56|0.04|0.03|N|O|1997-12-25|1998-01-24|1998-01-18|DELIVER IN PERSON|RAIL| express packages. slyly expres|
+1184|164|5|3|7|7449.12|0.05|0.00|N|O|1998-02-14|1998-01-06|1998-03-11|COLLECT COD|TRUCK|ckly warthogs. blithely bold foxes hag|
+1184|126|9|4|3|3078.36|0.02|0.05|N|O|1998-01-15|1997-12-19|1998-02-02|NONE|REG AIR|ar packages. final packages cajol|
+1185|72|1|1|8|7776.56|0.01|0.06|A|F|1992-12-05|1992-10-05|1992-12-28|DELIVER IN PERSON|MAIL|ely according to the furiously regular r|
+1185|31|2|2|28|26068.84|0.07|0.06|A|F|1992-09-24|1992-10-07|1992-10-10|DELIVER IN PERSON|REG AIR|ke. slyly regular t|
+1185|190|1|3|12|13082.28|0.05|0.06|R|F|1992-10-12|1992-09-26|1992-11-11|NONE|REG AIR|instructions. daringly pend|
+1186|3|4|1|28|25284.00|0.08|0.07|N|O|1996-12-08|1996-10-17|1996-12-15|TAKE BACK RETURN|TRUCK|ffily spec|
+1186|92|5|2|11|10912.99|0.07|0.05|N|O|1996-10-03|1996-10-21|1996-10-17|DELIVER IN PERSON|AIR|s haggle furiously; slyl|
+1186|101|2|3|20|20022.00|0.07|0.07|N|O|1996-08-20|1996-10-23|1996-09-05|COLLECT COD|FOB|ely alongside of the blithel|
+1186|106|7|4|27|27164.70|0.06|0.04|N|O|1996-10-08|1996-11-06|1996-10-09|TAKE BACK RETURN|SHIP|accounts. express, e|
+1187|178|6|1|29|31266.93|0.01|0.04|R|F|1992-12-10|1993-02-09|1992-12-29|TAKE BACK RETURN|RAIL|riously express ac|
+1187|131|7|2|15|15466.95|0.03|0.04|A|F|1992-12-22|1993-01-13|1993-01-01|NONE|TRUCK|ests. foxes wake. carefu|
+1187|78|8|3|40|39122.80|0.08|0.06|R|F|1993-03-05|1992-12-31|1993-03-12|NONE|TRUCK|ar, brave deposits nag blithe|
+1188|115|9|1|2|2030.22|0.00|0.04|N|O|1996-05-22|1996-05-23|1996-06-06|COLLECT COD|RAIL|its breach blit|
+1188|113|4|2|9|9117.99|0.01|0.08|N|O|1996-08-04|1996-06-04|1996-08-19|NONE|REG AIR|ow carefully ironic d|
+1188|179|10|3|41|44245.97|0.07|0.04|N|O|1996-06-29|1996-05-21|1996-07-21|TAKE BACK RETURN|TRUCK|althy packages. fluffily unusual ideas h|
+1189|51|2|1|23|21874.15|0.06|0.00|R|F|1994-07-25|1994-06-07|1994-08-02|COLLECT COD|FOB|s. fluffy Tiresias run quickly. bra|
+1189|105|2|2|32|32163.20|0.09|0.02|R|F|1994-05-06|1994-07-03|1994-05-15|TAKE BACK RETURN|FOB|e regular deposits. quickly quiet deposi|
+1189|57|5|3|22|21055.10|0.05|0.03|R|F|1994-06-09|1994-06-29|1994-06-23|DELIVER IN PERSON|TRUCK|quickly unusual platelets lose forges. ca|
+1190|84|5|1|32|31490.56|0.07|0.06|N|O|1997-05-08|1997-04-17|1997-06-01|COLLECT COD|FOB|y final packages? slyly even|
+1191|49|6|1|29|27522.16|0.00|0.04|N|O|1996-01-24|1996-01-28|1996-02-17|COLLECT COD|AIR| regular pin|
+1216|97|1|1|8|7976.72|0.03|0.04|R|F|1993-02-01|1993-03-06|1993-02-08|TAKE BACK RETURN|TRUCK| of the carefully express|
+1216|75|3|2|48|46803.36|0.10|0.01|R|F|1993-01-17|1993-02-01|1993-02-13|COLLECT COD|SHIP|symptotes use against th|
+1216|42|3|3|18|16956.72|0.00|0.03|A|F|1993-01-20|1993-01-28|1993-02-02|COLLECT COD|MAIL|y final packages nod |
+1217|60|5|1|45|43202.70|0.07|0.02|A|F|1992-07-01|1992-06-23|1992-07-06|COLLECT COD|AIR|riously close ideas|
+1218|140|6|1|16|16642.24|0.04|0.07|A|F|1994-06-26|1994-08-07|1994-06-30|TAKE BACK RETURN|FOB|ven realms be|
+1218|94|6|2|41|40757.69|0.06|0.06|R|F|1994-08-04|1994-08-05|1994-08-11|TAKE BACK RETURN|SHIP|dolphins. theodolites beyond th|
+1218|48|7|3|44|41713.76|0.07|0.06|A|F|1994-10-05|1994-09-03|1994-10-30|COLLECT COD|TRUCK|thely ironic accounts wake slyly|
+1218|42|9|4|1|942.04|0.01|0.08|R|F|1994-09-15|1994-09-07|1994-10-03|COLLECT COD|TRUCK|press furio|
+1219|132|3|1|6|6192.78|0.08|0.04|N|O|1995-11-13|1995-12-24|1995-11-18|NONE|MAIL|pecial, ironic requ|
+1219|129|4|2|4|4116.48|0.01|0.04|N|O|1995-11-24|1995-11-22|1995-12-07|TAKE BACK RETURN|SHIP|lly quick requests. blithely even h|
+1220|169|4|1|25|26729.00|0.10|0.03|N|O|1996-10-15|1996-11-07|1996-11-06|COLLECT COD|REG AIR| regular orbi|
+1220|160|5|2|36|38165.76|0.01|0.02|N|O|1996-12-10|1996-11-14|1997-01-07|COLLECT COD|SHIP|ar packages. blithely final acc|
+1220|37|8|3|3|2811.09|0.08|0.06|N|O|1996-09-06|1996-11-03|1996-09-10|COLLECT COD|REG AIR| final theodolites. blithely silent |
+1220|6|1|4|36|32616.00|0.07|0.03|N|O|1996-12-12|1996-10-03|1996-12-15|TAKE BACK RETURN|TRUCK|unusual, silent pinto beans aga|
+1220|49|2|5|25|23726.00|0.03|0.08|N|O|1996-09-11|1996-10-09|1996-09-25|DELIVER IN PERSON|RAIL|packages affi|
+1221|81|2|1|43|42186.44|0.05|0.05|R|F|1992-06-22|1992-07-15|1992-07-20|DELIVER IN PERSON|FOB|y slyly above the slyly unusual ideas|
+1221|170|1|2|12|12842.04|0.00|0.08|R|F|1992-08-07|1992-06-24|1992-08-13|COLLECT COD|AIR|yly ironic |
+1221|69|6|3|3|2907.18|0.10|0.08|R|F|1992-07-01|1992-06-04|1992-07-27|COLLECT COD|TRUCK|ing to the fluffily|
+1221|120|10|4|41|41824.92|0.06|0.02|A|F|1992-04-28|1992-07-02|1992-05-19|NONE|RAIL|ns. bold deposit|
+1221|108|1|5|13|13105.30|0.10|0.00|R|F|1992-08-01|1992-06-29|1992-08-27|TAKE BACK RETURN|AIR|ajole furiously. blithely expres|
+1221|85|6|6|7|6895.56|0.08|0.06|A|F|1992-06-27|1992-06-16|1992-07-23|TAKE BACK RETURN|RAIL|xpress accounts |
+1222|72|10|1|12|11664.84|0.09|0.02|A|F|1993-02-12|1993-03-14|1993-03-12|TAKE BACK RETURN|RAIL|s print permanently unusual packages. |
+1222|159|7|2|12|12709.80|0.08|0.01|A|F|1993-05-05|1993-03-27|1993-05-18|TAKE BACK RETURN|REG AIR| furiously bold instructions|
+1222|8|1|3|26|23608.00|0.02|0.08|R|F|1993-02-13|1993-03-20|1993-02-22|TAKE BACK RETURN|MAIL|, even accounts are ironic|
+1223|100|1|1|28|28002.80|0.10|0.06|N|O|1996-08-07|1996-07-24|1996-08-13|TAKE BACK RETURN|MAIL| quickly ironic requests. furious|
+1248|164|5|1|45|47887.20|0.00|0.08|A|F|1992-04-17|1992-03-31|1992-05-13|NONE|RAIL|ter the pending pl|
+1248|151|9|2|37|38892.55|0.06|0.06|R|F|1992-01-26|1992-02-05|1992-02-13|COLLECT COD|TRUCK|. final requests integrate quickly. blit|
+1248|56|8|3|26|24857.30|0.09|0.06|A|F|1992-01-16|1992-03-01|1992-02-06|TAKE BACK RETURN|AIR| ironic dependen|
+1248|156|7|4|49|51751.35|0.02|0.01|A|F|1992-04-24|1992-02-18|1992-05-03|TAKE BACK RETURN|AIR|beans run quickly according to the carefu|
+1248|122|7|5|20|20442.40|0.08|0.00|A|F|1992-03-12|1992-03-23|1992-04-07|TAKE BACK RETURN|AIR|nal foxes cajole carefully slyl|
+1248|62|9|6|30|28861.80|0.10|0.01|R|F|1992-02-01|1992-03-24|1992-02-08|TAKE BACK RETURN|MAIL|fily special foxes kindle am|
+1249|59|4|1|49|46993.45|0.07|0.05|A|F|1994-03-03|1994-02-28|1994-03-08|NONE|RAIL|ffily express theodo|
+1250|2|3|1|15|13530.00|0.10|0.06|A|F|1992-11-05|1992-12-17|1992-12-03|TAKE BACK RETURN|SHIP| regular, i|
+1251|4|5|1|37|33448.00|0.08|0.08|N|O|1997-12-21|1998-01-12|1997-12-26|COLLECT COD|AIR|. furiously|
+1251|78|9|2|36|35210.52|0.07|0.04|N|O|1997-11-29|1998-01-07|1997-12-03|TAKE BACK RETURN|RAIL|y ironic Tiresias are slyly furio|
+1251|99|3|3|37|36966.33|0.09|0.02|N|O|1998-01-11|1997-12-01|1998-01-23|DELIVER IN PERSON|RAIL|finally bold requests|
+1251|150|9|4|7|7351.05|0.07|0.00|N|O|1998-01-08|1997-12-27|1998-01-18|COLLECT COD|MAIL|riously pe|
+1251|188|9|5|1|1088.18|0.02|0.03|N|O|1997-12-08|1998-01-06|1998-01-01|DELIVER IN PERSON|REG AIR| use quickly final packages. iron|
+1252|87|8|1|13|12832.04|0.10|0.01|N|O|1997-09-07|1997-09-12|1997-10-01|COLLECT COD|REG AIR|sts dazzle|
+1252|111|8|2|27|27299.97|0.00|0.08|N|O|1997-10-22|1997-10-10|1997-11-10|TAKE BACK RETURN|REG AIR|packages hag|
+1252|40|1|3|19|17860.76|0.07|0.02|N|O|1997-10-13|1997-10-23|1997-10-18|NONE|AIR|ts wake carefully-- packages sleep. quick |
+1252|92|4|4|11|10912.99|0.10|0.01|N|O|1997-10-16|1997-09-22|1997-10-28|COLLECT COD|AIR|s are. slyly final requests among the|
+1252|79|10|5|26|25455.82|0.05|0.05|N|O|1997-08-05|1997-10-24|1997-08-07|DELIVER IN PERSON|SHIP|onic pinto beans haggle furiously |
+1253|180|8|1|14|15122.52|0.00|0.06|R|F|1993-04-03|1993-04-16|1993-04-27|TAKE BACK RETURN|MAIL|lar foxes sleep furiously final, final pack|
+1253|54|9|2|13|12402.65|0.01|0.06|A|F|1993-03-05|1993-04-26|1993-03-08|DELIVER IN PERSON|FOB|al packages|
+1253|70|1|3|22|21341.54|0.05|0.06|A|F|1993-02-23|1993-04-06|1993-03-07|TAKE BACK RETURN|SHIP|telets cajole alongside of the final reques|
+1253|176|5|4|23|24751.91|0.09|0.02|R|F|1993-04-18|1993-04-18|1993-05-07|COLLECT COD|FOB| the slyly silent re|
+1253|114|8|5|19|19268.09|0.05|0.05|A|F|1993-04-01|1993-04-22|1993-04-14|TAKE BACK RETURN|AIR|al pinto bea|
+1254|193|5|1|6|6559.14|0.08|0.01|N|O|1996-02-02|1996-03-21|1996-02-29|NONE|REG AIR|lithely even deposits eat!|
+1254|200|3|2|47|51709.40|0.05|0.06|N|O|1996-03-07|1996-02-20|1996-04-05|COLLECT COD|MAIL| platelets cajol|
+1254|135|6|3|35|36229.55|0.05|0.06|N|O|1996-04-08|1996-02-29|1996-04-18|DELIVER IN PERSON|FOB|ckages boost. furious warhorses cajole|
+1255|192|4|1|12|13106.28|0.00|0.02|A|F|1994-08-17|1994-06-29|1994-09-04|TAKE BACK RETURN|REG AIR| regular, express accounts are |
+1255|194|8|2|46|50332.74|0.07|0.05|R|F|1994-07-06|1994-07-14|1994-08-05|NONE|MAIL|ons nag qui|
+1280|129|8|1|17|17495.04|0.01|0.01|A|F|1993-02-04|1993-04-10|1993-02-07|NONE|FOB|ructions integrate across the th|
+1280|189|10|2|6|6535.08|0.05|0.06|R|F|1993-03-30|1993-02-16|1993-04-18|DELIVER IN PERSON|AIR|gular deposits |
+1280|33|4|3|13|12129.39|0.03|0.02|R|F|1993-03-06|1993-03-11|1993-03-18|DELIVER IN PERSON|TRUCK|blithely final accounts use evenly |
+1280|175|3|4|5|5375.85|0.06|0.03|R|F|1993-02-03|1993-02-11|1993-02-23|DELIVER IN PERSON|AIR|beans haggle. quickly bold instructions h|
+1280|52|10|5|24|22849.20|0.07|0.02|R|F|1993-03-20|1993-03-01|1993-04-09|COLLECT COD|RAIL|y pending orbits boost after the slyly|
+1280|66|3|6|9|8694.54|0.00|0.05|R|F|1993-04-18|1993-03-28|1993-05-04|DELIVER IN PERSON|FOB|usual accou|
+1280|92|6|7|19|18849.71|0.02|0.06|A|F|1993-02-07|1993-02-28|1993-02-12|NONE|TRUCK|lyly along the furiously regular |
+1281|138|4|1|33|34258.29|0.07|0.08|R|F|1995-02-01|1995-01-18|1995-03-03|NONE|REG AIR|dencies. thinly final pinto beans wake|
+1281|7|2|2|37|33559.00|0.08|0.03|A|F|1995-03-19|1995-02-02|1995-03-27|NONE|AIR|ounts detect|
+1281|94|7|3|2|1988.18|0.05|0.06|A|F|1994-12-27|1995-01-26|1995-01-21|TAKE BACK RETURN|FOB|ly unusual requests. final reques|
+1281|154|2|4|38|40057.70|0.04|0.06|R|F|1995-03-28|1995-01-11|1995-04-14|TAKE BACK RETURN|MAIL| ideas-- blithely regular|
+1281|152|10|5|13|13677.95|0.03|0.07|A|F|1995-02-06|1995-02-13|1995-02-18|DELIVER IN PERSON|TRUCK|fully final platelets wa|
+1281|50|9|6|4|3800.20|0.07|0.04|R|F|1995-03-15|1995-02-21|1995-03-20|NONE|SHIP|ggle against the even requests. requests |
+1281|78|6|7|43|42057.01|0.10|0.02|R|F|1995-01-28|1995-02-08|1995-02-10|DELIVER IN PERSON|AIR|final accounts. final packages slee|
+1282|23|4|1|14|12922.28|0.04|0.02|R|F|1992-06-29|1992-04-05|1992-07-21|TAKE BACK RETURN|REG AIR|ecial deposit|
+1282|30|9|2|10|9300.30|0.09|0.06|R|F|1992-04-10|1992-04-16|1992-05-01|DELIVER IN PERSON|SHIP|r theodolite|
+1282|160|1|3|19|20143.04|0.01|0.03|R|F|1992-05-07|1992-04-07|1992-05-13|NONE|RAIL|ts x-ray across the furi|
+1282|59|10|4|19|18221.95|0.00|0.05|A|F|1992-06-20|1992-04-17|1992-07-05|DELIVER IN PERSON|REG AIR|nto beans. carefully close theodo|
+1283|93|7|1|47|46675.23|0.05|0.03|N|O|1996-10-21|1996-10-29|1996-11-12|DELIVER IN PERSON|TRUCK|even instructions boost slyly blithely |
+1283|106|1|2|1|1006.10|0.00|0.08|N|O|1996-10-07|1996-10-12|1996-10-08|NONE|RAIL|d the sauternes. slyly ev|
+1283|138|4|3|18|18686.34|0.02|0.01|N|O|1996-10-14|1996-11-07|1996-10-22|DELIVER IN PERSON|AIR|equests use along the fluff|
+1283|192|4|4|40|43687.60|0.07|0.03|N|O|1996-11-09|1996-11-23|1996-11-28|NONE|MAIL|riously. even, ironic instructions after|
+1283|124|9|5|43|44037.16|0.01|0.04|N|O|1996-09-29|1996-11-19|1996-10-26|TAKE BACK RETURN|RAIL|requests sleep slyly about the |
+1283|8|5|6|30|27240.00|0.06|0.07|N|O|1996-11-22|1996-11-22|1996-12-15|COLLECT COD|TRUCK|t the fluffily|
+1283|197|8|7|21|23040.99|0.04|0.03|N|O|1996-09-12|1996-10-02|1996-10-12|NONE|REG AIR|fully regular |
+1284|178|7|1|49|52830.33|0.00|0.06|N|O|1996-04-11|1996-03-04|1996-04-16|NONE|MAIL|lar packages. special packages ac|
+1284|6|7|2|4|3624.00|0.07|0.06|N|O|1996-02-29|1996-02-11|1996-03-01|TAKE BACK RETURN|TRUCK| regular asymptotes. |
+1284|133|4|3|39|40292.07|0.08|0.00|N|O|1996-01-11|1996-02-07|1996-02-05|COLLECT COD|MAIL|even accoun|
+1284|59|10|4|1|959.05|0.01|0.07|N|O|1996-04-28|1996-04-02|1996-05-08|DELIVER IN PERSON|SHIP|al packages use carefully express de|
+1284|34|5|5|9|8406.27|0.05|0.06|N|O|1996-03-03|1996-03-19|1996-04-01|DELIVER IN PERSON|REG AIR|after the pending|
+1285|22|3|1|12|11064.24|0.00|0.06|A|F|1992-06-21|1992-08-16|1992-07-12|COLLECT COD|MAIL|ss foxes. blithe theodolites cajole slyly|
+1285|143|10|2|45|46941.30|0.01|0.02|R|F|1992-09-05|1992-08-08|1992-10-02|COLLECT COD|REG AIR| special requests haggle blithely.|
+1285|189|10|3|4|4356.72|0.09|0.06|A|F|1992-07-20|1992-08-17|1992-07-26|DELIVER IN PERSON|FOB|l packages sleep slyly quiet i|
+1285|188|9|4|39|42439.02|0.05|0.01|A|F|1992-09-15|1992-08-05|1992-10-05|DELIVER IN PERSON|TRUCK|uctions. car|
+1285|84|5|5|33|32474.64|0.00|0.08|R|F|1992-09-08|1992-08-25|1992-09-16|NONE|SHIP|ites affix|
+1286|178|9|1|49|52830.33|0.08|0.01|R|F|1993-06-24|1993-08-12|1993-06-26|DELIVER IN PERSON|SHIP|gged accoun|
+1286|49|6|2|48|45553.92|0.01|0.04|A|F|1993-07-11|1993-07-11|1993-08-01|COLLECT COD|TRUCK|unts alongs|
+1286|189|10|3|11|11980.98|0.03|0.04|R|F|1993-08-08|1993-07-30|1993-09-05|DELIVER IN PERSON|FOB| slyly even packages. requ|
+1286|184|5|4|37|40114.66|0.00|0.02|R|F|1993-05-27|1993-07-11|1993-06-01|COLLECT COD|SHIP|lyly ironic pinto beans cajole furiously s|
+1286|165|10|5|14|14912.24|0.00|0.01|R|F|1993-05-23|1993-08-09|1993-06-01|NONE|REG AIR|blithely bo|
+1286|146|5|6|41|42891.74|0.04|0.05|R|F|1993-08-02|1993-08-06|1993-08-07|TAKE BACK RETURN|FOB| the furiously expre|
+1287|174|3|1|35|37595.95|0.09|0.06|A|F|1994-09-07|1994-09-12|1994-09-30|TAKE BACK RETURN|FOB|s wake unusual grou|
+1287|95|8|2|10|9950.90|0.08|0.03|R|F|1994-07-08|1994-08-28|1994-07-10|TAKE BACK RETURN|RAIL|thely alongside of the unusual, ironic pa|
+1287|1|2|3|30|27030.00|0.00|0.07|R|F|1994-07-12|1994-09-23|1994-08-07|NONE|RAIL|ar packages. even, even|
+1287|62|7|4|10|9620.60|0.01|0.05|A|F|1994-09-03|1994-08-12|1994-09-16|TAKE BACK RETURN|REG AIR|ding, regular accounts|
+1287|179|8|5|21|22662.57|0.06|0.02|A|F|1994-10-06|1994-09-25|1994-10-16|TAKE BACK RETURN|TRUCK|y quickly bold theodoli|
+1287|21|10|6|26|23946.52|0.03|0.08|R|F|1994-10-03|1994-09-27|1994-10-30|DELIVER IN PERSON|RAIL|egular foxes. theodolites nag along t|
+1312|81|2|1|9|8829.72|0.04|0.08|R|F|1994-07-19|1994-06-29|1994-07-24|TAKE BACK RETURN|MAIL|. furiously |
+1312|136|7|2|28|29011.64|0.06|0.06|A|F|1994-09-09|1994-08-01|1994-10-02|TAKE BACK RETURN|FOB|uriously final frays should use quick|
+1312|173|1|3|18|19317.06|0.03|0.07|A|F|1994-09-13|1994-07-08|1994-09-22|TAKE BACK RETURN|MAIL|. slyly ironic|
+1313|52|4|1|48|45698.40|0.01|0.03|A|F|1994-12-20|1994-10-29|1995-01-07|COLLECT COD|MAIL|s are quick|
+1314|198|10|1|5|5490.95|0.03|0.01|A|F|1994-05-26|1994-08-06|1994-05-31|TAKE BACK RETURN|AIR|equests nag across the furious|
+1314|110|5|2|39|39394.29|0.01|0.03|R|F|1994-08-09|1994-06-14|1994-08-31|TAKE BACK RETURN|TRUCK| unusual accounts slee|
+1314|41|2|3|11|10351.44|0.01|0.04|A|F|1994-05-16|1994-07-30|1994-05-31|COLLECT COD|REG AIR|tegrate furious|
+1315|96|8|1|27|26894.43|0.01|0.03|N|O|1998-07-04|1998-06-13|1998-07-28|NONE|SHIP|latelets. fluffily ironic account|
+1315|16|6|2|15|13740.15|0.05|0.01|N|O|1998-07-12|1998-06-10|1998-08-07|COLLECT COD|AIR|. foxes integrate carefully special|
+1315|168|3|3|25|26704.00|0.01|0.08|N|O|1998-06-26|1998-06-10|1998-07-06|TAKE BACK RETURN|FOB|lites. unusual foxes affi|
+1315|161|6|4|19|20162.04|0.02|0.05|N|O|1998-07-05|1998-05-23|1998-08-04|TAKE BACK RETURN|SHIP|nal, regular warhorses about the fu|
+1315|159|7|5|32|33892.80|0.10|0.05|N|O|1998-03-30|1998-06-12|1998-04-25|NONE|SHIP|neath the final p|
+1316|127|6|1|46|47247.52|0.05|0.04|A|F|1994-01-13|1994-01-24|1994-02-03|COLLECT COD|TRUCK|ges haggle of the|
+1316|79|9|2|15|14686.05|0.02|0.01|R|F|1994-03-12|1994-03-02|1994-03-14|COLLECT COD|FOB|se. furiously final depo|
+1316|198|9|3|33|36240.27|0.10|0.06|R|F|1994-03-31|1994-01-23|1994-04-20|TAKE BACK RETURN|AIR|manently; blithely special deposits|
+1316|66|3|4|15|14490.90|0.00|0.06|R|F|1993-12-17|1994-02-04|1993-12-20|NONE|RAIL|fully express dugouts. furiously silent ide|
+1316|41|2|5|40|37641.60|0.01|0.03|R|F|1994-02-04|1994-02-09|1994-02-27|NONE|REG AIR|l dugouts. co|
+1316|4|7|6|7|6328.00|0.05|0.04|A|F|1993-12-09|1994-01-12|1993-12-30|TAKE BACK RETURN|MAIL|. furiously even accounts a|
+1316|163|8|7|8|8505.28|0.10|0.04|A|F|1994-03-26|1994-02-08|1994-04-19|NONE|SHIP|packages against the express requests wa|
+1317|134|5|1|34|35160.42|0.08|0.04|N|O|1995-08-13|1995-08-08|1995-09-10|COLLECT COD|RAIL|deposits boost thinly blithely final id|
+1317|160|2|2|7|7421.12|0.05|0.01|A|F|1995-06-08|1995-08-03|1995-06-16|TAKE BACK RETURN|SHIP| pinto beans according to the final, pend|
+1317|158|9|3|26|27511.90|0.01|0.02|N|O|1995-07-13|1995-06-26|1995-08-06|COLLECT COD|RAIL|leep along th|
+1317|106|3|4|35|35213.50|0.05|0.02|N|O|1995-07-16|1995-07-07|1995-07-22|TAKE BACK RETURN|FOB|r packages impress blithely car|
+1317|150|9|5|36|37805.40|0.02|0.00|N|O|1995-09-03|1995-07-06|1995-09-04|DELIVER IN PERSON|AIR| deposits. quic|
+1318|114|4|1|24|24338.64|0.08|0.06|N|O|1998-09-27|1998-09-15|1998-10-12|TAKE BACK RETURN|AIR|ual, unusual packages. fluffy, iro|
+1318|46|3|2|26|24597.04|0.01|0.03|N|O|1998-09-26|1998-08-09|1998-10-07|DELIVER IN PERSON|FOB|ly. regular, u|
+1318|129|4|3|31|31902.72|0.01|0.04|N|O|1998-08-25|1998-07-31|1998-08-31|COLLECT COD|AIR|ve the carefully expr|
+1319|61|8|1|21|20182.26|0.03|0.04|N|O|1996-10-05|1996-12-02|1996-10-28|COLLECT COD|FOB|s: carefully express |
+1319|37|8|2|12|11244.36|0.09|0.05|N|O|1996-11-05|1996-12-12|1996-11-29|DELIVER IN PERSON|TRUCK|packages integrate furiously. expres|
+1344|141|4|1|15|15617.10|0.10|0.07|A|F|1992-06-22|1992-06-24|1992-06-23|TAKE BACK RETURN|MAIL|rding to the blithely ironic theodolite|
+1344|190|1|2|29|31615.51|0.09|0.00|A|F|1992-07-17|1992-06-07|1992-07-21|NONE|REG AIR|ffily quiet foxes wake blithely. slyly |
+1345|198|9|1|49|53811.31|0.08|0.00|A|F|1992-12-27|1993-01-23|1993-01-06|NONE|FOB|sly. furiously final accounts are blithely |
+1345|12|9|2|37|33744.37|0.10|0.07|A|F|1992-11-27|1992-12-11|1992-12-07|COLLECT COD|FOB|e slyly express requests. ironic accounts c|
+1345|57|8|3|31|29668.55|0.08|0.07|R|F|1992-12-02|1992-12-29|1992-12-14|COLLECT COD|REG AIR|. slyly silent accounts sublat|
+1346|160|8|1|29|30744.64|0.07|0.05|A|F|1992-08-18|1992-09-15|1992-09-17|TAKE BACK RETURN|REG AIR|the pinto |
+1346|125|6|2|48|49205.76|0.06|0.03|A|F|1992-09-28|1992-07-22|1992-10-13|TAKE BACK RETURN|REG AIR| along the carefully spec|
+1346|54|5|3|13|12402.65|0.10|0.04|A|F|1992-07-22|1992-08-10|1992-08-06|NONE|SHIP|arefully brave deposits into the slyly iro|
+1346|124|5|4|6|6144.72|0.02|0.02|R|F|1992-09-13|1992-07-21|1992-09-27|TAKE BACK RETURN|AIR|inst the furiously final theodolites. caref|
+1346|187|8|5|30|32615.40|0.01|0.07|R|F|1992-10-01|1992-07-22|1992-10-24|NONE|SHIP| nag blithely. unusual, ru|
+1346|16|6|6|45|41220.45|0.02|0.04|A|F|1992-09-11|1992-08-06|1992-09-12|COLLECT COD|FOB|press deposits.|
+1347|81|2|1|45|44148.60|0.02|0.05|N|O|1997-08-24|1997-09-03|1997-09-08|COLLECT COD|AIR|ages wake around t|
+1347|143|6|2|34|35466.76|0.07|0.04|N|O|1997-06-25|1997-09-08|1997-07-24|COLLECT COD|FOB|r packages. f|
+1347|185|6|3|23|24959.14|0.03|0.04|N|O|1997-07-31|1997-08-25|1997-08-21|COLLECT COD|SHIP|ronic pinto beans. express reques|
+1347|113|7|4|28|28367.08|0.01|0.00|N|O|1997-07-30|1997-07-22|1997-08-18|TAKE BACK RETURN|FOB|foxes after the blithely special i|
+1347|65|6|5|9|8685.54|0.01|0.03|N|O|1997-08-28|1997-09-16|1997-09-26|DELIVER IN PERSON|AIR| detect blithely above the fina|
+1347|153|8|6|21|22116.15|0.06|0.04|N|O|1997-10-10|1997-08-16|1997-11-02|NONE|FOB|g pinto beans affix car|
+1347|51|3|7|10|9510.50|0.02|0.07|N|O|1997-07-04|1997-07-23|1997-07-05|DELIVER IN PERSON|SHIP|y ironic pin|
+1348|95|7|1|13|12936.17|0.01|0.01|N|O|1998-04-28|1998-06-05|1998-05-12|TAKE BACK RETURN|SHIP| blithely r|
+1348|22|5|2|41|37802.82|0.07|0.03|N|O|1998-05-02|1998-05-26|1998-05-09|COLLECT COD|RAIL|kages. platelets about the ca|
+1348|199|10|3|40|43967.60|0.07|0.05|N|O|1998-08-14|1998-07-10|1998-08-27|COLLECT COD|AIR|fter the regu|
+1348|98|1|4|2|1996.18|0.01|0.04|N|O|1998-05-30|1998-06-20|1998-06-05|COLLECT COD|MAIL|lly final packages use fluffily express ac|
+1349|181|2|1|1|1081.18|0.06|0.03|N|O|1998-01-07|1998-01-14|1998-02-03|COLLECT COD|REG AIR| express inst|
+1349|118|2|2|45|45814.95|0.03|0.02|N|O|1997-12-24|1998-01-17|1997-12-28|NONE|AIR| ironic, unusual deposits wake carefu|
+1350|54|9|1|21|20035.05|0.04|0.04|A|F|1993-12-17|1993-10-17|1993-12-25|COLLECT COD|REG AIR|lyly above the evenly |
+1350|44|5|2|32|30209.28|0.03|0.00|R|F|1993-11-18|1993-09-30|1993-12-16|COLLECT COD|MAIL|ic, final |
+1351|108|9|1|25|25202.50|0.06|0.04|N|O|1998-06-02|1998-05-25|1998-06-22|COLLECT COD|SHIP|iously regul|
+1376|169|8|1|22|23521.52|0.01|0.03|N|O|1997-08-05|1997-07-08|1997-09-03|NONE|REG AIR|inst the final, pending |
+1377|154|6|1|5|5270.75|0.06|0.05|N|O|1998-05-06|1998-07-08|1998-06-01|TAKE BACK RETURN|FOB| final, final grouches. accoun|
+1377|33|9|2|3|2799.09|0.10|0.04|N|O|1998-04-30|1998-07-02|1998-05-14|DELIVER IN PERSON|REG AIR|yly enticing requ|
+1377|84|5|3|26|25586.08|0.07|0.07|N|O|1998-05-28|1998-06-11|1998-06-25|COLLECT COD|SHIP|egular deposits. quickly regular acco|
+1377|121|4|4|39|39823.68|0.00|0.03|N|O|1998-07-27|1998-07-18|1998-08-13|DELIVER IN PERSON|SHIP|e ironic, regular requests. carefully |
+1377|33|9|5|19|17727.57|0.10|0.00|N|O|1998-06-20|1998-06-27|1998-07-20|NONE|AIR|ught to are bold foxes|
+1377|154|6|6|17|17920.55|0.03|0.04|N|O|1998-06-19|1998-07-20|1998-07-14|NONE|REG AIR|s must have to mold b|
+1378|197|10|1|34|37304.46|0.09|0.07|N|O|1996-07-08|1996-04-23|1996-07-09|COLLECT COD|RAIL|le furiously slyly final accounts. careful|
+1378|124|9|2|18|18434.16|0.05|0.02|N|O|1996-06-19|1996-05-16|1996-06-21|DELIVER IN PERSON|RAIL| theodolites. i|
+1378|73|4|3|11|10703.77|0.10|0.03|N|O|1996-06-07|1996-05-09|1996-07-05|COLLECT COD|TRUCK| blithely express hoc|
+1378|171|2|4|12|12854.04|0.02|0.06|N|O|1996-06-16|1996-05-23|1996-07-09|COLLECT COD|SHIP|notornis. b|
+1378|156|7|5|9|9505.35|0.06|0.05|N|O|1996-04-20|1996-04-13|1996-05-09|COLLECT COD|REG AIR|e carefully. carefully iron|
+1378|194|6|6|29|31731.51|0.05|0.05|N|O|1996-04-15|1996-04-23|1996-05-14|NONE|REG AIR|ual packages are furiously blith|
+1379|73|3|1|13|12649.91|0.04|0.01|N|O|1998-06-08|1998-07-13|1998-06-16|NONE|AIR|ully across the furiously iron|
+1379|118|2|2|50|50905.50|0.07|0.08|N|O|1998-08-31|1998-07-13|1998-09-02|TAKE BACK RETURN|FOB|olphins. ca|
+1379|13|7|3|24|21912.24|0.05|0.02|N|O|1998-07-06|1998-07-09|1998-07-29|DELIVER IN PERSON|MAIL|ages cajole carefully idly express re|
+1380|149|2|1|6|6294.84|0.00|0.04|N|O|1996-08-06|1996-10-01|1996-08-14|NONE|RAIL|e foxes. slyly specia|
+1380|141|4|2|40|41645.60|0.02|0.02|N|O|1996-10-01|1996-08-14|1996-10-20|COLLECT COD|RAIL|ly final frets. ironic,|
+1380|78|9|3|15|14671.05|0.05|0.02|N|O|1996-07-14|1996-08-12|1996-08-03|NONE|FOB|riously ironic foxes aff|
+1380|61|10|4|33|31714.98|0.04|0.07|N|O|1996-08-23|1996-10-01|1996-09-18|TAKE BACK RETURN|SHIP|e ironic, even excuses haggle |
+1381|144|1|1|47|49074.58|0.08|0.04|N|O|1998-09-22|1998-08-12|1998-10-12|DELIVER IN PERSON|AIR|ly ironic deposits|
+1381|34|10|2|12|11208.36|0.07|0.08|N|O|1998-08-13|1998-08-12|1998-08-28|TAKE BACK RETURN|AIR| furiously regular package|
+1382|162|3|1|18|19118.88|0.08|0.03|R|F|1993-08-30|1993-10-19|1993-09-03|DELIVER IN PERSON|AIR|hely regular deposits. fluffy s|
+1382|181|2|2|29|31354.22|0.08|0.04|A|F|1993-10-08|1993-11-11|1993-10-10|COLLECT COD|FOB| haggle: closely even asymptot|
+1382|178|7|3|43|46361.31|0.10|0.04|A|F|1993-09-02|1993-10-06|1993-09-15|DELIVER IN PERSON|AIR|ress deposits. slyly ironic foxes are blit|
+1382|181|2|4|11|11892.98|0.04|0.04|R|F|1993-09-17|1993-09-29|1993-09-21|NONE|SHIP|furiously unusual packages play quickly |
+1382|157|8|5|31|32771.65|0.07|0.03|R|F|1993-10-26|1993-10-15|1993-11-09|TAKE BACK RETURN|FOB|hely regular dependencies. f|
+1382|10|5|6|38|34580.38|0.07|0.07|R|F|1993-11-17|1993-09-28|1993-11-20|COLLECT COD|SHIP|ake pending pinto beans. s|
+1382|23|4|7|5|4615.10|0.07|0.01|R|F|1993-10-02|1993-09-29|1993-10-12|DELIVER IN PERSON|REG AIR|ter the carefully final excuses. blit|
+1383|193|7|1|14|15304.66|0.07|0.06|A|F|1993-08-25|1993-07-09|1993-09-12|DELIVER IN PERSON|RAIL|ole carefully silent requests. car|
+1383|161|10|2|19|20162.04|0.06|0.04|R|F|1993-05-24|1993-07-07|1993-06-14|NONE|AIR|lyly unusual accounts sle|
+1408|148|7|1|29|30396.06|0.03|0.04|N|O|1998-03-12|1998-02-14|1998-03-17|COLLECT COD|MAIL|en accounts grow furiousl|
+1408|173|2|2|7|7512.19|0.05|0.06|N|O|1998-01-14|1998-03-21|1998-01-29|COLLECT COD|AIR|fully final instructions. theodolites ca|
+1408|76|6|3|11|10736.77|0.00|0.03|N|O|1998-04-04|1998-01-29|1998-04-18|NONE|REG AIR|y even accounts thrash care|
+1408|148|5|4|20|20962.80|0.06|0.00|N|O|1998-04-21|1998-01-25|1998-05-12|DELIVER IN PERSON|TRUCK| blithely fluffi|
+1408|170|1|5|41|43876.97|0.02|0.06|N|O|1998-02-25|1998-02-03|1998-03-13|COLLECT COD|REG AIR|ep along the fina|
+1408|134|10|6|42|43433.46|0.05|0.08|N|O|1998-01-30|1998-02-07|1998-02-18|TAKE BACK RETURN|REG AIR|even packages. even accounts cajole|
+1408|55|6|7|26|24831.30|0.00|0.00|N|O|1998-03-19|1998-03-14|1998-04-01|COLLECT COD|RAIL|ic foxes ca|
+1409|99|1|1|23|22979.07|0.01|0.03|A|F|1993-04-18|1993-02-25|1993-05-06|DELIVER IN PERSON|FOB|ions. slyly ironic packages wake quick|
+1409|65|2|2|36|34742.16|0.09|0.02|A|F|1993-01-27|1993-01-31|1993-02-07|COLLECT COD|FOB|ncies sleep carefully r|
+1409|160|1|3|17|18022.72|0.07|0.00|R|F|1993-04-15|1993-03-01|1993-04-29|NONE|REG AIR|pending accounts poach. care|
+1410|121|10|1|15|15316.80|0.06|0.05|N|O|1997-05-25|1997-07-08|1997-06-15|NONE|SHIP| bold packages are fluf|
+1410|179|9|2|18|19425.06|0.03|0.00|N|O|1997-06-03|1997-05-17|1997-06-07|TAKE BACK RETURN|RAIL|gle furiously fluffily regular requests|
+1410|109|4|3|37|37336.70|0.02|0.01|N|O|1997-04-17|1997-06-18|1997-04-19|COLLECT COD|TRUCK|to beans b|
+1410|188|9|4|22|23939.96|0.10|0.00|N|O|1997-07-31|1997-05-17|1997-08-19|TAKE BACK RETURN|RAIL|gular account|
+1410|66|1|5|25|24151.50|0.09|0.02|N|O|1997-05-07|1997-07-10|1997-05-16|NONE|REG AIR|unts haggle against the furiously fina|
+1411|17|7|1|9|8253.09|0.06|0.04|A|F|1995-03-08|1995-03-04|1995-03-11|DELIVER IN PERSON|AIR|accounts. furiou|
+1411|107|8|2|26|26184.60|0.02|0.02|A|F|1995-04-12|1995-01-24|1995-05-03|TAKE BACK RETURN|TRUCK|c packages. |
+1411|27|6|3|37|34299.74|0.00|0.06|A|F|1995-02-27|1995-03-02|1995-03-24|NONE|MAIL|d excuses. furiously final pear|
+1411|200|3|4|20|22004.00|0.01|0.03|R|F|1995-04-06|1995-03-16|1995-04-17|COLLECT COD|FOB|s against the|
+1411|83|4|5|46|45221.68|0.08|0.05|A|F|1995-04-03|1995-01-20|1995-04-05|DELIVER IN PERSON|REG AIR|ly daring instructions|
+1411|77|6|6|30|29312.10|0.09|0.04|A|F|1995-01-12|1995-02-01|1995-01-23|DELIVER IN PERSON|MAIL|ious foxes wake courts. caref|
+1412|58|3|1|37|35447.85|0.06|0.01|A|F|1993-04-10|1993-04-19|1993-04-12|DELIVER IN PERSON|RAIL|hely express excuses are |
+1412|156|1|2|20|21123.00|0.10|0.05|A|F|1993-07-04|1993-05-18|1993-07-22|DELIVER IN PERSON|REG AIR|odolites sleep ironically|
+1412|23|2|3|2|1846.04|0.10|0.07|R|F|1993-04-01|1993-05-03|1993-04-12|DELIVER IN PERSON|REG AIR|s among the requests are a|
+1412|167|8|4|11|11738.76|0.05|0.07|R|F|1993-05-27|1993-05-30|1993-06-07|DELIVER IN PERSON|MAIL|en packages. regular packages dete|
+1412|158|6|5|11|11639.65|0.08|0.06|A|F|1993-03-30|1993-05-25|1993-04-21|NONE|FOB|se slyly. special, unusual accounts nag bl|
+1413|178|9|1|18|19407.06|0.08|0.05|N|O|1997-10-11|1997-08-17|1997-10-25|NONE|FOB|yly bold packages haggle quickly acr|
+1413|165|10|2|49|52192.84|0.07|0.06|N|O|1997-08-28|1997-08-23|1997-09-12|DELIVER IN PERSON|MAIL|nstructions br|
+1413|42|9|3|6|5652.24|0.04|0.02|N|O|1997-09-07|1997-07-30|1997-09-21|TAKE BACK RETURN|MAIL|lithely excuses. f|
+1414|38|4|1|39|36583.17|0.10|0.03|N|O|1995-09-22|1995-09-30|1995-10-07|NONE|MAIL|quickly aro|
+1414|107|8|2|4|4028.40|0.02|0.05|N|O|1995-09-16|1995-11-01|1995-10-02|COLLECT COD|AIR| haggle quickly|
+1415|149|10|1|25|26228.50|0.06|0.00|A|F|1994-09-03|1994-07-12|1994-09-13|DELIVER IN PERSON|RAIL|ect never fluff|
+1440|193|6|1|3|3279.57|0.06|0.01|N|O|1995-10-30|1995-10-17|1995-11-08|COLLECT COD|SHIP|instructions boost. fluffily regul|
+1440|114|4|2|46|46649.06|0.02|0.03|N|O|1995-09-21|1995-10-19|1995-10-19|NONE|RAIL|blithely even instructions. |
+1441|144|7|1|5|5220.70|0.04|0.01|N|O|1997-05-17|1997-05-11|1997-05-30|COLLECT COD|MAIL|egular courts. fluffily even grouches |
+1441|177|7|2|5|5385.85|0.02|0.05|N|O|1997-04-25|1997-04-16|1997-05-23|COLLECT COD|FOB|he quickly enticing pac|
+1441|118|5|3|14|14253.54|0.01|0.03|N|O|1997-06-30|1997-04-29|1997-07-24|DELIVER IN PERSON|REG AIR|special requests ha|
+1441|160|8|4|37|39225.92|0.01|0.00|N|O|1997-04-26|1997-04-27|1997-04-29|NONE|REG AIR|accounts. slyly special dolphins b|
+1441|72|10|5|34|33050.38|0.09|0.00|N|O|1997-06-12|1997-05-11|1997-06-29|TAKE BACK RETURN|RAIL|e carefully. blithely ironic dep|
+1441|25|4|6|15|13875.30|0.09|0.08|N|O|1997-05-21|1997-05-06|1997-06-04|NONE|REG AIR| dependencies-- cour|
+1441|96|10|7|50|49804.50|0.03|0.01|N|O|1997-06-07|1997-05-12|1997-06-08|NONE|SHIP| requests. blithely e|
+1442|26|5|1|8|7408.16|0.05|0.01|A|F|1994-10-31|1994-09-04|1994-11-25|COLLECT COD|AIR|c deposits haggle after the even|
+1443|34|10|1|47|43899.41|0.04|0.06|N|O|1997-02-05|1997-02-02|1997-03-03|NONE|RAIL|carefully ironic requests sl|
+1444|170|5|1|42|44947.14|0.01|0.02|R|F|1994-12-22|1995-03-03|1994-12-31|NONE|SHIP|ly bold packages boost regular ideas. spe|
+1444|57|2|2|34|32539.70|0.04|0.08|A|F|1995-02-22|1995-02-15|1995-03-19|TAKE BACK RETURN|AIR|y. doggedly pend|
+1444|155|3|3|34|35875.10|0.02|0.07|R|F|1994-12-17|1995-01-12|1995-01-03|COLLECT COD|AIR|ular accounts |
+1444|119|6|4|6|6114.66|0.06|0.03|A|F|1995-01-07|1995-03-05|1995-01-17|COLLECT COD|RAIL|al accounts. br|
+1444|20|1|5|35|32200.70|0.02|0.05|A|F|1995-02-25|1995-03-05|1995-03-24|DELIVER IN PERSON|SHIP|aggle furiou|
+1444|33|4|6|42|39187.26|0.00|0.02|A|F|1994-12-16|1995-02-18|1994-12-22|DELIVER IN PERSON|RAIL|ss requests. ironic ideas wake above|
+1444|82|3|7|12|11784.96|0.00|0.03|R|F|1994-12-23|1995-01-15|1995-01-13|COLLECT COD|TRUCK|ly among the bol|
+1445|100|1|1|24|24002.40|0.01|0.00|A|F|1995-02-21|1995-02-22|1995-03-18|DELIVER IN PERSON|SHIP|al accounts use furiously a|
+1445|67|8|2|48|46418.88|0.10|0.02|A|F|1995-02-28|1995-03-16|1995-03-12|COLLECT COD|MAIL|. final ideas are carefully dar|
+1445|192|4|3|7|7645.33|0.10|0.04|A|F|1995-04-25|1995-02-25|1995-05-10|NONE|SHIP|structions: slyly regular re|
+1445|28|1|4|17|15776.34|0.04|0.07|A|F|1995-04-02|1995-04-04|1995-05-01|COLLECT COD|FOB|ges. furiously regular pint|
+1445|135|1|5|24|24843.12|0.10|0.06|R|F|1995-04-23|1995-02-16|1995-05-18|NONE|REG AIR|rate after the carefully reg|
+1445|168|9|6|39|41658.24|0.03|0.02|A|F|1995-02-05|1995-02-20|1995-02-06|NONE|MAIL|ully unusual reques|
+1446|72|3|1|31|30134.17|0.10|0.02|N|O|1998-05-01|1998-05-17|1998-05-30|NONE|REG AIR|. slyly reg|
+1447|167|4|1|19|20276.04|0.06|0.04|A|F|1993-01-31|1992-12-07|1993-02-04|COLLECT COD|MAIL|. quickly ironic |
+1447|32|3|2|6|5592.18|0.01|0.05|A|F|1992-10-24|1992-12-10|1992-11-05|DELIVER IN PERSON|AIR|as! regular packages poach above the|
+1447|39|5|3|9|8451.27|0.04|0.00|R|F|1992-11-15|1993-01-07|1992-11-29|DELIVER IN PERSON|MAIL|counts wake s|
+1447|22|5|4|8|7376.16|0.09|0.08|R|F|1992-11-20|1993-01-12|1992-12-14|COLLECT COD|FOB|ost carefully |
+1447|130|1|5|23|23692.99|0.02|0.07|A|F|1992-12-07|1992-12-25|1993-01-06|TAKE BACK RETURN|AIR| dazzle quickly deposits. f|
+1447|200|3|6|41|45108.20|0.08|0.02|R|F|1993-01-06|1993-01-05|1993-01-13|TAKE BACK RETURN|MAIL|rts boost s|
+1472|8|5|1|36|32688.00|0.04|0.05|N|O|1996-11-06|1996-11-13|1996-11-12|COLLECT COD|SHIP|riously silent deposits to the pending d|
+1472|133|4|2|26|26861.38|0.03|0.05|N|O|1996-11-08|1996-11-13|1996-12-02|DELIVER IN PERSON|FOB|ic packages w|
+1472|1|8|3|6|5406.00|0.08|0.01|N|O|1996-10-24|1996-11-19|1996-11-23|COLLECT COD|FOB|onic theodolites hinder slyly slyly r|
+1473|54|9|1|50|47702.50|0.04|0.03|N|O|1997-05-05|1997-05-20|1997-05-09|NONE|TRUCK|requests wake express deposits. special, ir|
+1473|68|3|2|32|30977.92|0.00|0.08|N|O|1997-04-18|1997-05-12|1997-05-10|DELIVER IN PERSON|REG AIR|out the packages lose furiously ab|
+1474|15|5|1|5|4575.05|0.05|0.04|A|F|1995-04-22|1995-02-20|1995-05-06|COLLECT COD|SHIP|ully final a|
+1474|123|8|2|30|30693.60|0.04|0.02|A|F|1995-03-23|1995-02-11|1995-04-17|DELIVER IN PERSON|TRUCK|usly. evenly express |
+1474|92|5|3|18|17857.62|0.06|0.02|A|F|1995-01-23|1995-03-28|1995-02-03|NONE|RAIL|after the special|
+1475|168|3|1|15|16022.40|0.08|0.06|N|O|1998-02-12|1997-12-17|1998-03-02|TAKE BACK RETURN|SHIP|xpress requests haggle after the final, fi|
+1475|118|9|2|18|18325.98|0.07|0.00|N|O|1998-03-08|1998-01-18|1998-03-10|TAKE BACK RETURN|AIR|al deposits use. ironic packages along the |
+1475|144|1|3|30|31324.20|0.03|0.02|N|O|1998-03-11|1997-12-30|1998-03-15|COLLECT COD|REG AIR| regular theodolites mold across th|
+1475|187|8|4|50|54359.00|0.03|0.05|N|O|1997-12-14|1997-12-13|1997-12-21|COLLECT COD|AIR|. slyly bold re|
+1475|32|3|5|33|30756.99|0.01|0.06|N|O|1998-01-02|1998-01-27|1998-01-11|NONE|FOB|quickly fluffy|
+1475|50|7|6|12|11400.60|0.04|0.04|N|O|1998-01-09|1997-12-30|1998-01-23|NONE|TRUCK|arefully-- excuses sublate|
+1475|112|3|7|23|23278.53|0.02|0.00|N|O|1998-02-13|1998-02-05|1998-03-08|NONE|TRUCK|hely regular hocke|
+1476|31|7|1|20|18620.60|0.02|0.03|N|O|1996-08-11|1996-09-18|1996-08-26|TAKE BACK RETURN|AIR|. bold deposits are carefully amo|
+1477|72|1|1|31|30134.17|0.00|0.06|N|O|1997-12-16|1997-09-30|1997-12-17|COLLECT COD|RAIL| requests. fluffily final |
+1477|110|7|2|8|8080.88|0.09|0.05|N|O|1997-10-25|1997-10-18|1997-11-16|COLLECT COD|MAIL|ironic realms wake unusual, even ac|
+1477|125|6|3|42|43055.04|0.06|0.00|N|O|1997-11-02|1997-11-02|1997-11-20|DELIVER IN PERSON|SHIP|lithely after the ir|
+1477|107|8|4|32|32227.20|0.05|0.08|N|O|1997-09-12|1997-10-26|1997-10-12|TAKE BACK RETURN|AIR|; quickly regula|
+1477|115|6|5|41|41619.51|0.04|0.06|N|O|1997-12-16|1997-10-31|1998-01-12|DELIVER IN PERSON|REG AIR|y. final pearls kindle. accounts |
+1477|69|6|6|49|47483.94|0.06|0.00|N|O|1997-11-18|1997-11-06|1997-11-27|COLLECT COD|FOB|ise according to the sly, bold p|
+1477|120|4|7|33|33663.96|0.06|0.00|N|O|1997-11-12|1997-11-06|1997-11-24|DELIVER IN PERSON|TRUCK|yly regular p|
+1478|34|5|1|21|19614.63|0.00|0.06|N|O|1997-09-20|1997-10-25|1997-10-06|TAKE BACK RETURN|MAIL| fluffily pending acc|
+1479|149|6|1|33|34621.62|0.10|0.01|N|O|1996-03-12|1996-02-28|1996-03-31|DELIVER IN PERSON|FOB| carefully special courts affix. fluff|
+1504|82|3|1|42|41247.36|0.02|0.03|R|F|1992-10-18|1992-10-14|1992-11-10|TAKE BACK RETURN|FOB|ep. carefully ironic excuses haggle quickl|
+1504|103|10|2|22|22068.20|0.04|0.03|A|F|1992-09-09|1992-10-29|1992-09-10|NONE|REG AIR| accounts sleep. furiou|
+1504|178|8|3|9|9703.53|0.07|0.02|R|F|1992-11-02|1992-10-12|1992-11-15|TAKE BACK RETURN|RAIL|y slyly regular courts.|
+1504|115|2|4|10|10151.10|0.04|0.07|A|F|1992-09-22|1992-10-22|1992-10-13|TAKE BACK RETURN|TRUCK|final theodolites. furiously e|
+1504|20|10|5|7|6440.14|0.02|0.00|R|F|1992-11-20|1992-11-23|1992-12-13|COLLECT COD|MAIL|y final packa|
+1505|120|7|1|4|4080.48|0.09|0.00|A|F|1992-12-14|1992-11-11|1993-01-02|COLLECT COD|SHIP|side of the s|
+1505|123|8|2|50|51156.00|0.00|0.02|R|F|1992-11-22|1992-09-24|1992-11-26|TAKE BACK RETURN|FOB|lyly special platelets. requests ar|
+1506|133|4|1|46|47523.98|0.04|0.05|R|F|1993-01-18|1992-11-11|1993-02-09|COLLECT COD|REG AIR|sits whithout the blithely ironic packages|
+1506|114|4|2|30|30423.30|0.07|0.02|A|F|1992-11-22|1992-10-25|1992-12-04|DELIVER IN PERSON|FOB|deposits cajole |
+1506|191|3|3|28|30553.32|0.10|0.06|A|F|1992-09-22|1992-11-19|1992-10-09|TAKE BACK RETURN|AIR| unwind carefully: theodolit|
+1506|28|7|4|37|34336.74|0.00|0.03|R|F|1992-11-04|1992-12-01|1992-11-23|TAKE BACK RETURN|TRUCK|carefully bold dolphins. accounts su|
+1506|195|8|5|15|16427.85|0.05|0.00|R|F|1992-09-24|1992-11-11|1992-10-05|NONE|REG AIR| carefully fluffy packages-- caref|
+1506|50|3|6|38|36101.90|0.05|0.02|R|F|1992-12-02|1992-12-19|1992-12-29|NONE|REG AIR|xpress, regular excuse|
+1506|169|6|7|4|4276.64|0.07|0.00|R|F|1993-01-03|1992-12-06|1993-01-05|COLLECT COD|REG AIR|posits. furiou|
+1507|68|5|1|25|24201.50|0.01|0.08|R|F|1994-01-07|1994-01-06|1994-01-11|NONE|RAIL|xes. slyly busy de|
+1507|40|6|2|33|31021.32|0.04|0.02|A|F|1993-10-29|1993-12-23|1993-11-14|DELIVER IN PERSON|REG AIR| asymptotes nag furiously above t|
+1507|86|7|3|39|38457.12|0.03|0.07|R|F|1993-11-04|1993-12-16|1993-12-03|TAKE BACK RETURN|REG AIR|ly even instructions.|
+1508|51|3|1|16|15216.80|0.02|0.06|N|O|1998-06-21|1998-05-30|1998-07-11|COLLECT COD|MAIL|riously across the ironic, unusua|
+1508|25|4|2|20|18500.40|0.06|0.01|N|O|1998-04-17|1998-06-11|1998-05-17|DELIVER IN PERSON|MAIL|nic platelets. carefully final fra|
+1508|93|7|3|43|42702.87|0.01|0.02|N|O|1998-06-01|1998-06-24|1998-06-03|TAKE BACK RETURN|TRUCK|ndencies h|
+1508|148|7|4|1|1048.14|0.02|0.02|N|O|1998-07-13|1998-06-03|1998-07-17|TAKE BACK RETURN|AIR|s the blithely bold instruction|
+1508|135|6|5|29|30018.77|0.02|0.00|N|O|1998-08-03|1998-07-08|1998-08-22|COLLECT COD|RAIL|r instructions. carefully|
+1508|3|10|6|5|4515.00|0.06|0.08|N|O|1998-05-22|1998-07-06|1998-06-04|COLLECT COD|REG AIR|cording to the furiously ironic depe|
+1508|117|8|7|38|38650.18|0.03|0.06|N|O|1998-04-30|1998-06-23|1998-05-18|DELIVER IN PERSON|RAIL|tes wake furiously regular w|
+1509|28|7|1|14|12992.28|0.04|0.01|A|F|1993-10-04|1993-09-25|1993-10-21|NONE|TRUCK|nal realms|
+1509|11|2|2|46|41906.46|0.08|0.02|A|F|1993-10-15|1993-10-04|1993-11-01|TAKE BACK RETURN|FOB|uriously regula|
+1509|107|8|3|17|17120.70|0.06|0.05|A|F|1993-07-25|1993-08-28|1993-08-19|DELIVER IN PERSON|AIR| furiously. blithely regular ideas haggle c|
+1509|20|4|4|11|10120.22|0.03|0.08|R|F|1993-11-04|1993-10-03|1993-11-14|TAKE BACK RETURN|FOB|ily ironic packages nod carefully.|
+1509|90|1|5|37|36633.33|0.01|0.08|A|F|1993-08-31|1993-09-10|1993-09-24|NONE|FOB|he slyly even deposits wake a|
+1509|187|8|6|31|33702.58|0.04|0.03|A|F|1993-07-14|1993-08-21|1993-08-06|COLLECT COD|SHIP|ic deposits cajole carefully. quickly bold |
+1509|157|2|7|27|28543.05|0.01|0.01|A|F|1993-09-29|1993-09-08|1993-10-04|TAKE BACK RETURN|FOB|lithely after the |
+1510|98|2|1|11|10978.99|0.09|0.04|N|O|1996-09-23|1996-12-03|1996-10-01|DELIVER IN PERSON|RAIL|e of the unusual accounts. stealthy deposit|
+1510|84|5|2|24|23617.92|0.05|0.04|N|O|1996-10-07|1996-10-22|1996-11-03|DELIVER IN PERSON|REG AIR|yly brave theod|
+1510|190|1|3|36|39246.84|0.07|0.02|N|O|1996-10-02|1996-11-23|1996-10-05|NONE|SHIP|old deposits along the carefully|
+1510|182|3|4|8|8657.44|0.01|0.08|N|O|1996-10-26|1996-11-07|1996-10-30|TAKE BACK RETURN|RAIL|blithely express|
+1510|59|10|5|27|25894.35|0.08|0.06|N|O|1996-10-20|1996-12-05|1996-11-02|NONE|MAIL|he blithely regular req|
+1510|14|5|6|3|2742.03|0.05|0.02|N|O|1996-10-31|1996-12-03|1996-11-13|COLLECT COD|RAIL|along the slyly regular pin|
+1510|22|1|7|50|46101.00|0.04|0.05|N|O|1996-11-01|1996-10-17|1996-11-28|NONE|MAIL|even packages. carefully regular fo|
+1511|98|2|1|29|28944.61|0.01|0.04|N|O|1997-03-17|1997-02-11|1997-03-27|DELIVER IN PERSON|AIR|s cajole furiously against |
+1511|62|9|2|32|30785.92|0.04|0.01|N|O|1997-01-06|1997-03-21|1997-01-26|TAKE BACK RETURN|REG AIR| deposits. carefully ironi|
+1536|194|5|1|5|5470.95|0.08|0.03|N|O|1997-02-08|1997-03-11|1997-03-02|COLLECT COD|MAIL|requests sleep pe|
+1537|18|2|1|17|15606.17|0.01|0.03|A|F|1992-04-12|1992-04-19|1992-04-13|NONE|TRUCK|he regular pack|
+1537|179|8|2|50|53958.50|0.08|0.00|R|F|1992-05-30|1992-05-14|1992-06-23|TAKE BACK RETURN|MAIL|special packages haggle slyly at the silent|
+1537|13|4|3|44|40172.44|0.05|0.04|R|F|1992-04-01|1992-03-31|1992-04-21|NONE|TRUCK|lar courts.|
+1537|140|6|4|3|3120.42|0.08|0.07|R|F|1992-03-20|1992-04-14|1992-03-21|TAKE BACK RETURN|SHIP|s, final ideas detect sl|
+1538|102|5|1|32|32067.20|0.05|0.05|N|O|1995-07-08|1995-07-29|1995-08-01|TAKE BACK RETURN|RAIL|uses maintain blithely. fluffily|
+1538|192|3|2|27|29489.13|0.05|0.01|N|O|1995-09-19|1995-08-03|1995-09-24|DELIVER IN PERSON|TRUCK|ngly even packag|
+1538|130|3|3|36|37084.68|0.08|0.04|N|O|1995-07-11|1995-09-10|1995-07-26|DELIVER IN PERSON|MAIL|al deposits mo|
+1538|104|1|4|28|28114.80|0.10|0.04|N|O|1995-09-19|1995-08-27|1995-10-10|COLLECT COD|RAIL|bout the fluffily unusual|
+1538|178|7|5|13|14016.21|0.01|0.05|N|O|1995-06-26|1995-07-30|1995-07-25|NONE|SHIP|ly. packages sleep f|
+1538|128|3|6|42|43181.04|0.08|0.08|N|O|1995-10-10|1995-09-12|1995-11-08|DELIVER IN PERSON|TRUCK|equests cajole blithely |
+1539|196|9|1|21|23019.99|0.08|0.02|R|F|1995-04-19|1995-05-10|1995-04-27|COLLECT COD|TRUCK|ounts haggle. busy|
+1539|86|7|2|11|10846.88|0.01|0.08|A|F|1995-05-27|1995-04-13|1995-06-10|TAKE BACK RETURN|TRUCK|ly express requests. furiously |
+1539|68|5|3|7|6776.42|0.09|0.04|R|F|1995-05-14|1995-04-16|1995-05-30|DELIVER IN PERSON|AIR|. fluffily reg|
+1540|173|1|1|38|40780.46|0.03|0.01|R|F|1992-09-30|1992-10-27|1992-10-12|TAKE BACK RETURN|SHIP| final grouches bo|
+1540|60|2|2|35|33602.10|0.02|0.07|R|F|1992-10-31|1992-09-04|1992-11-05|TAKE BACK RETURN|SHIP|e blithely a|
+1540|8|3|3|25|22700.00|0.08|0.04|R|F|1992-11-15|1992-10-24|1992-12-14|DELIVER IN PERSON|SHIP|ironic deposits amo|
+1540|25|8|4|6|5550.12|0.09|0.03|R|F|1992-08-28|1992-09-17|1992-09-14|COLLECT COD|MAIL|ing to the slyly express asymptote|
+1540|87|8|5|27|26651.16|0.10|0.08|R|F|1992-12-02|1992-10-18|1992-12-31|NONE|SHIP|carefully final packages; b|
+1541|64|3|1|44|42418.64|0.10|0.05|N|O|1995-08-24|1995-07-13|1995-08-26|TAKE BACK RETURN|MAIL|o beans boost fluffily abou|
+1541|26|7|2|8|7408.16|0.10|0.08|N|F|1995-06-05|1995-08-07|1995-06-21|TAKE BACK RETURN|TRUCK|y pending packages. blithely fi|
+1542|58|9|1|37|35447.85|0.07|0.06|A|F|1993-12-15|1993-10-17|1994-01-07|TAKE BACK RETURN|REG AIR|e blithely unusual accounts. quic|
+1542|3|6|2|12|10836.00|0.09|0.06|R|F|1993-10-29|1993-11-02|1993-11-09|TAKE BACK RETURN|RAIL|carefully |
+1542|6|7|3|18|16308.00|0.05|0.05|R|F|1993-10-17|1993-11-15|1993-10-26|TAKE BACK RETURN|FOB|pending instr|
+1542|143|10|4|21|21905.94|0.01|0.05|R|F|1993-10-13|1993-12-13|1993-11-12|NONE|RAIL|y pending foxes nag blithely |
+1542|155|7|5|46|48536.90|0.00|0.00|R|F|1993-09-28|1993-11-03|1993-10-15|COLLECT COD|FOB|ial instructions. ironically|
+1543|71|10|1|34|33016.38|0.02|0.08|N|O|1997-05-25|1997-03-30|1997-06-04|NONE|AIR|ic requests are ac|
+1543|115|9|2|6|6090.66|0.09|0.01|N|O|1997-04-16|1997-05-20|1997-05-16|DELIVER IN PERSON|MAIL| among the carefully bold or|
+1543|67|8|3|42|40616.52|0.06|0.01|N|O|1997-05-26|1997-03-30|1997-06-12|DELIVER IN PERSON|FOB|its sleep until the fur|
+1543|189|10|4|42|45745.56|0.05|0.06|N|O|1997-04-11|1997-04-11|1997-04-23|TAKE BACK RETURN|MAIL|xpress instructions. regular acc|
+1543|40|1|5|9|8460.36|0.08|0.06|N|O|1997-03-14|1997-05-19|1997-03-26|DELIVER IN PERSON|FOB|ravely special requests |
+1543|49|8|6|3|2847.12|0.10|0.04|N|O|1997-03-29|1997-05-10|1997-04-22|COLLECT COD|MAIL|sleep along the furiou|
+1543|68|7|7|3|2904.18|0.00|0.02|N|O|1997-03-22|1997-04-06|1997-03-30|NONE|AIR|quickly. final accounts haggle slyl|
+1568|90|1|1|36|35643.24|0.02|0.03|N|O|1997-05-31|1997-04-22|1997-06-21|TAKE BACK RETURN|RAIL|platelets-- furiously sly excu|
+1568|9|2|2|46|41814.00|0.04|0.00|N|O|1997-04-06|1997-04-08|1997-04-23|TAKE BACK RETURN|MAIL|g the blithely even acco|
+1569|75|3|1|5|4875.35|0.07|0.00|N|O|1998-04-16|1998-06-21|1998-04-18|COLLECT COD|REG AIR| packages. ironic, even excuses a|
+1569|39|10|2|16|15024.48|0.01|0.08|N|O|1998-04-26|1998-06-16|1998-05-26|COLLECT COD|MAIL|deposits. blithely final asymptotes ac|
+1569|49|10|3|43|40808.72|0.10|0.03|N|O|1998-06-05|1998-05-31|1998-06-28|DELIVER IN PERSON|FOB| instructions.|
+1569|70|1|4|30|29102.10|0.02|0.03|N|O|1998-07-19|1998-06-04|1998-08-10|NONE|SHIP|packages. excuses lose evenly carefully reg|
+1570|183|4|1|25|27079.50|0.00|0.06|N|O|1998-05-03|1998-06-02|1998-06-02|DELIVER IN PERSON|REG AIR|its. slyly regular sentiments|
+1570|86|7|2|7|6902.56|0.05|0.05|N|O|1998-07-10|1998-06-01|1998-07-23|TAKE BACK RETURN|MAIL|requests boost quickly re|
+1571|52|3|1|47|44746.35|0.00|0.05|R|F|1992-12-07|1993-02-24|1993-01-01|TAKE BACK RETURN|REG AIR|ng to the fluffily unusual |
+1571|183|4|2|6|6499.08|0.03|0.00|A|F|1993-01-08|1993-02-13|1993-02-07|COLLECT COD|SHIP| special, ironic depo|
+1571|59|7|3|18|17262.90|0.05|0.08|A|F|1993-01-09|1993-01-12|1993-01-31|COLLECT COD|AIR| pending grouches |
+1571|101|4|4|48|48052.80|0.05|0.05|A|F|1992-12-28|1993-01-04|1993-01-04|DELIVER IN PERSON|RAIL|slyly pending p|
+1571|42|5|5|10|9420.40|0.03|0.06|R|F|1992-12-12|1993-02-13|1992-12-29|DELIVER IN PERSON|AIR|lets. carefully regular ideas wake|
+1571|34|10|6|24|22416.72|0.05|0.07|A|F|1993-03-22|1993-01-31|1993-04-09|NONE|TRUCK|warthogs wake carefully acro|
+1572|24|5|1|41|37884.82|0.02|0.00|N|O|1996-05-16|1996-04-09|1996-05-28|TAKE BACK RETURN|REG AIR|. pinto beans alongside|
+1572|93|7|2|10|9930.90|0.04|0.06|N|O|1996-05-17|1996-03-26|1996-05-19|NONE|AIR| accounts affix slyly. |
+1573|186|7|1|5|5430.90|0.05|0.01|A|F|1993-04-24|1993-03-13|1993-05-17|TAKE BACK RETURN|MAIL|ymptotes could u|
+1573|31|2|2|17|15827.51|0.00|0.06|R|F|1993-02-24|1993-02-16|1993-03-08|TAKE BACK RETURN|TRUCK|carefully regular deposits. |
+1573|83|4|3|16|15729.28|0.04|0.03|A|F|1993-03-15|1993-03-16|1993-03-31|COLLECT COD|AIR|ely. furiously final requests wake slyl|
+1573|194|7|4|11|12036.09|0.09|0.01|R|F|1993-03-23|1993-03-24|1993-04-12|TAKE BACK RETURN|RAIL|nently pending|
+1573|137|8|5|7|7259.91|0.00|0.01|R|F|1993-01-30|1993-03-14|1993-02-27|DELIVER IN PERSON|SHIP|eodolites sleep slyly. slyly f|
+1573|154|6|6|30|31624.50|0.03|0.01|A|F|1992-12-29|1993-03-06|1993-01-02|DELIVER IN PERSON|TRUCK|. blithely even theodolites boos|
+1574|48|7|1|41|38869.64|0.06|0.02|N|O|1997-03-08|1997-02-09|1997-04-01|COLLECT COD|AIR|s. slyly regular depen|
+1574|191|5|2|50|54559.50|0.00|0.05|N|O|1996-12-14|1997-02-14|1996-12-16|TAKE BACK RETURN|FOB|le regular, regular foxes. blithely e|
+1574|55|3|3|25|23876.25|0.06|0.02|N|O|1997-01-16|1997-02-14|1997-02-12|DELIVER IN PERSON|TRUCK|ly silent accounts.|
+1574|191|4|4|6|6547.14|0.03|0.05|N|O|1997-02-24|1997-02-03|1997-03-01|NONE|AIR|e silent, final packages. speci|
+1574|109|4|5|6|6054.60|0.05|0.05|N|O|1997-02-09|1997-03-02|1997-02-14|COLLECT COD|MAIL|nic, final ideas snooze. |
+1574|5|2|6|42|38010.00|0.07|0.01|N|O|1996-12-19|1997-01-13|1996-12-28|NONE|FOB|o beans according t|
+1574|136|7|7|14|14505.82|0.04|0.01|N|O|1996-12-30|1997-01-19|1997-01-20|NONE|AIR|ily bold a|
+1575|29|10|1|42|39018.84|0.05|0.08|N|O|1995-10-21|1995-11-25|1995-10-24|DELIVER IN PERSON|RAIL|ly pending pinto beans.|
+1575|36|7|2|39|36505.17|0.00|0.06|N|O|1995-10-30|1995-10-15|1995-11-10|COLLECT COD|TRUCK| ironic requests snooze ironic, regular acc|
+1575|2|5|3|12|10824.00|0.01|0.05|N|O|1995-12-27|1995-11-11|1996-01-23|TAKE BACK RETURN|AIR| bold accounts. furi|
+1575|111|1|4|39|39433.29|0.07|0.00|N|O|1995-09-23|1995-11-05|1995-09-25|TAKE BACK RETURN|TRUCK| after the unusual asym|
+1575|83|4|5|10|9830.80|0.09|0.00|N|O|1996-01-10|1995-11-20|1996-01-13|DELIVER IN PERSON|RAIL|k excuses. pinto beans wake a|
+1575|178|6|6|14|15094.38|0.08|0.06|N|O|1995-10-31|1995-12-06|1995-11-30|NONE|AIR|beans breach among the furiously specia|
+1575|117|1|7|48|48821.28|0.08|0.04|N|O|1995-11-19|1995-10-25|1995-12-07|DELIVER IN PERSON|TRUCK|cies. regu|
+1600|172|10|1|20|21443.40|0.02|0.01|R|F|1993-06-16|1993-04-23|1993-07-02|COLLECT COD|FOB|pths sleep blithely about the|
+1600|44|3|2|48|45313.92|0.07|0.02|R|F|1993-04-17|1993-04-14|1993-05-03|DELIVER IN PERSON|FOB|furiously silent foxes could wake. car|
+1600|39|10|3|8|7512.24|0.04|0.07|R|F|1993-03-07|1993-04-22|1993-03-26|TAKE BACK RETURN|FOB|cajole furiously fluf|
+1600|69|8|4|25|24226.50|0.00|0.06|A|F|1993-05-25|1993-04-07|1993-06-05|TAKE BACK RETURN|REG AIR|press packages. ironic excuses bo|
+1600|147|8|5|30|31414.20|0.03|0.08|R|F|1993-06-03|1993-05-03|1993-06-07|DELIVER IN PERSON|RAIL|al escapades alongside of the depo|
+1601|167|8|1|6|6402.96|0.00|0.00|A|F|1994-10-19|1994-09-28|1994-10-23|COLLECT COD|SHIP| bold sheaves. furiously per|
+1601|175|3|2|50|53758.50|0.03|0.02|R|F|1994-12-24|1994-10-23|1995-01-11|COLLECT COD|FOB|ideas doubt|
+1601|90|1|3|14|13861.26|0.04|0.08|R|F|1994-09-17|1994-11-22|1994-10-03|DELIVER IN PERSON|RAIL|he special, fin|
+1602|183|4|1|4|4332.72|0.08|0.06|R|F|1993-10-31|1993-09-05|1993-11-21|NONE|RAIL|y. even excuses|
+1603|39|5|1|1|939.03|0.08|0.00|R|F|1993-08-17|1993-09-04|1993-08-22|TAKE BACK RETURN|REG AIR|d accounts. special warthogs use fur|
+1603|66|5|2|29|28015.74|0.06|0.08|A|F|1993-09-28|1993-09-20|1993-10-28|NONE|SHIP|ses wake furiously. theodolite|
+1604|42|3|1|15|14130.60|0.09|0.08|R|F|1993-09-22|1993-09-03|1993-09-29|TAKE BACK RETURN|MAIL| instructions haggle|
+1604|141|4|2|37|38522.18|0.06|0.06|A|F|1993-08-22|1993-09-21|1993-09-10|COLLECT COD|SHIP|requests. blithely ironic somas s|
+1604|114|8|3|19|19268.09|0.09|0.07|A|F|1993-10-15|1993-10-04|1993-11-09|COLLECT COD|RAIL| ideas. bol|
+1604|175|4|4|15|16127.55|0.03|0.00|R|F|1993-09-10|1993-08-31|1993-09-30|TAKE BACK RETURN|RAIL|ending realms along the special, p|
+1604|21|4|5|23|21183.46|0.08|0.05|A|F|1993-10-11|1993-08-30|1993-10-18|DELIVER IN PERSON|RAIL|en requests. blithely fin|
+1605|142|1|1|47|48980.58|0.00|0.01|N|O|1998-04-29|1998-06-12|1998-05-20|DELIVER IN PERSON|AIR|. carefully r|
+1605|180|8|2|18|19443.24|0.10|0.00|N|O|1998-05-13|1998-06-17|1998-06-03|COLLECT COD|REG AIR|ly regular foxes wake carefully. bol|
+1605|59|10|3|39|37402.95|0.02|0.03|N|O|1998-07-12|1998-06-05|1998-08-09|DELIVER IN PERSON|MAIL|nal dependencies-- quickly final frets acc|
+1605|183|4|4|25|27079.50|0.06|0.02|N|O|1998-05-26|1998-06-14|1998-06-05|COLLECT COD|AIR|ole carefully car|
+1606|115|6|1|21|21317.31|0.04|0.00|N|O|1997-06-02|1997-07-02|1997-06-27|DELIVER IN PERSON|RAIL| pending theodolites prom|
+1606|174|3|2|35|37595.95|0.00|0.02|N|O|1997-06-20|1997-06-19|1997-06-22|COLLECT COD|TRUCK|carefully sil|
+1606|100|4|3|23|23002.30|0.00|0.06|N|O|1997-04-19|1997-06-26|1997-04-30|NONE|MAIL|ously final requests. slowly ironic ex|
+1606|97|9|4|20|19941.80|0.02|0.04|N|O|1997-05-01|1997-05-26|1997-05-28|TAKE BACK RETURN|TRUCK|fily carefu|
+1606|71|10|5|14|13594.98|0.10|0.01|N|O|1997-05-19|1997-07-05|1997-06-10|COLLECT COD|FOB|structions haggle f|
+1607|190|1|1|2|2180.38|0.02|0.00|N|O|1996-01-11|1996-02-15|1996-01-19|DELIVER IN PERSON|MAIL|packages haggle. regular requests boost s|
+1607|119|3|2|37|37707.07|0.05|0.02|N|O|1996-02-27|1996-02-18|1996-03-16|NONE|AIR|alongside |
+1607|123|4|3|39|39901.68|0.00|0.00|N|O|1996-02-01|1996-02-12|1996-02-16|NONE|FOB|uches cajole. accounts ar|
+1607|76|6|4|34|33186.38|0.05|0.06|N|O|1996-01-06|1996-02-24|1996-01-10|DELIVER IN PERSON|SHIP| quickly above the |
+1607|178|8|5|48|51752.16|0.00|0.05|N|O|1996-02-22|1996-02-13|1996-03-09|TAKE BACK RETURN|MAIL|ular forges. deposits a|
+1632|191|5|1|47|51285.93|0.08|0.00|N|O|1997-01-25|1997-02-09|1997-02-19|TAKE BACK RETURN|RAIL|g to the closely special no|
+1632|148|7|2|14|14673.96|0.08|0.05|N|O|1997-01-15|1997-02-25|1997-01-28|NONE|RAIL|oxes. deposits nag slyly along the slyly |
+1632|177|6|3|47|50626.99|0.03|0.04|N|O|1997-01-29|1997-03-03|1997-02-21|NONE|MAIL|sts. blithely regular |
+1632|57|9|4|33|31582.65|0.09|0.02|N|O|1997-04-01|1997-02-24|1997-04-29|TAKE BACK RETURN|REG AIR|ructions! slyly|
+1632|142|1|5|43|44812.02|0.10|0.03|N|O|1997-02-24|1997-02-19|1997-03-25|DELIVER IN PERSON|FOB|ts. blithe, bold ideas cajo|
+1633|178|7|1|35|37735.95|0.01|0.02|N|O|1996-01-09|1995-12-02|1996-01-21|COLLECT COD|REG AIR|ly against the dolph|
+1633|5|6|2|15|13575.00|0.00|0.05|N|O|1995-12-13|1995-11-13|1996-01-04|TAKE BACK RETURN|FOB|ges wake fluffil|
+1634|48|9|1|21|19908.84|0.00|0.00|N|O|1996-10-04|1996-10-22|1996-11-01|NONE|MAIL|counts alo|
+1634|172|3|2|44|47175.48|0.05|0.01|N|O|1996-09-17|1996-11-09|1996-10-03|COLLECT COD|SHIP|requests affix slyly. quickly even pack|
+1634|19|10|3|21|19299.21|0.06|0.07|N|O|1996-11-16|1996-10-21|1996-11-27|NONE|TRUCK|y along the excuses.|
+1634|68|3|4|17|16457.02|0.08|0.07|N|O|1996-10-29|1996-10-15|1996-11-02|TAKE BACK RETURN|SHIP|cial, bold platelets alongside of the f|
+1634|76|7|5|2|1952.14|0.07|0.04|N|O|1996-11-22|1996-10-28|1996-12-17|NONE|SHIP|ly. carefully regular asymptotes wake|
+1634|170|9|6|11|11771.87|0.01|0.08|N|O|1996-10-04|1996-12-06|1996-10-14|DELIVER IN PERSON|SHIP|final requests |
+1634|13|7|7|35|31955.35|0.06|0.02|N|O|1996-11-25|1996-11-25|1996-12-12|TAKE BACK RETURN|RAIL|cies. regular, special de|
+1635|71|1|1|3|2913.21|0.06|0.08|N|O|1997-03-13|1997-03-25|1997-03-27|COLLECT COD|FOB| quickly ironic r|
+1635|90|1|2|8|7920.72|0.04|0.05|N|O|1997-04-30|1997-04-21|1997-05-09|DELIVER IN PERSON|AIR|ravely carefully express |
+1635|114|5|3|20|20282.20|0.07|0.01|N|O|1997-05-19|1997-04-01|1997-06-17|TAKE BACK RETURN|FOB|oost according to the carefully even accou|
+1635|77|5|4|40|39082.80|0.01|0.04|N|O|1997-02-25|1997-03-20|1997-03-12|TAKE BACK RETURN|RAIL|uriously up the ironic deposits. slyly i|
+1636|85|6|1|2|1970.16|0.09|0.03|N|O|1997-09-26|1997-08-22|1997-10-05|NONE|TRUCK|nal foxes cajole above the blithely reg|
+1636|169|10|2|45|48112.20|0.03|0.01|N|O|1997-07-14|1997-08-08|1997-07-27|COLLECT COD|RAIL|ely express reque|
+1636|108|1|3|24|24194.40|0.07|0.08|N|O|1997-10-07|1997-08-12|1997-11-04|TAKE BACK RETURN|MAIL|e carefully unusual ideas are f|
+1636|153|1|4|43|45285.45|0.06|0.00|N|O|1997-08-23|1997-08-10|1997-09-17|NONE|REG AIR|blithely special r|
+1636|19|6|5|22|20218.22|0.05|0.02|N|O|1997-07-22|1997-08-18|1997-08-03|COLLECT COD|AIR|ular, regu|
+1636|63|2|6|34|32744.04|0.10|0.01|N|O|1997-08-11|1997-09-09|1997-08-23|NONE|TRUCK|ular depos|
+1636|114|1|7|7|7098.77|0.04|0.00|N|O|1997-07-28|1997-09-10|1997-07-31|NONE|MAIL|ronic instructions. final|
+1637|86|7|1|49|48317.92|0.02|0.03|N|F|1995-06-08|1995-04-19|1995-07-01|COLLECT COD|REG AIR|. blithely i|
+1637|73|2|2|1|973.07|0.10|0.02|A|F|1995-02-14|1995-03-26|1995-03-09|TAKE BACK RETURN|AIR|ly final pinto beans. furiously|
+1637|22|1|3|10|9220.20|0.02|0.05|R|F|1995-02-21|1995-03-17|1995-03-11|NONE|AIR|uriously? blithely even sauternes wake. |
+1637|93|5|4|42|41709.78|0.06|0.01|A|F|1995-03-18|1995-04-24|1995-03-31|COLLECT COD|SHIP|blithely a|
+1637|5|8|5|25|22625.00|0.05|0.00|R|F|1995-06-07|1995-03-26|1995-06-08|COLLECT COD|RAIL| haggle carefully silent accou|
+1637|109|4|6|38|38345.80|0.02|0.08|R|F|1995-03-20|1995-05-05|1995-04-14|DELIVER IN PERSON|SHIP|even, pending foxes nod regular|
+1637|52|10|7|21|19993.05|0.07|0.08|A|F|1995-04-30|1995-04-30|1995-05-05|COLLECT COD|SHIP|ly ironic theodolites use b|
+1638|6|7|1|46|41676.00|0.03|0.02|N|O|1997-10-16|1997-10-28|1997-11-09|COLLECT COD|MAIL|otes haggle before the slyly bold instructi|
+1638|149|10|2|30|31474.20|0.00|0.04|N|O|1997-12-05|1997-09-17|1997-12-06|NONE|REG AIR|s cajole boldly bold requests. closely |
+1638|31|7|3|5|4655.15|0.08|0.07|N|O|1997-10-15|1997-11-01|1997-11-08|DELIVER IN PERSON|FOB|xcuses sleep furiou|
+1638|56|8|4|19|18164.95|0.00|0.08|N|O|1997-10-15|1997-10-27|1997-11-03|DELIVER IN PERSON|MAIL| quickly expres|
+1638|143|6|5|25|26078.50|0.05|0.03|N|O|1997-10-06|1997-09-30|1997-11-02|DELIVER IN PERSON|REG AIR|gle final, ironic pinto beans. |
+1638|155|10|6|46|48536.90|0.07|0.08|N|O|1997-08-20|1997-10-10|1997-09-09|COLLECT COD|AIR|ckages are carefully even instru|
+1639|187|8|1|24|26092.32|0.07|0.00|N|O|1995-08-24|1995-10-06|1995-08-31|COLLECT COD|REG AIR| the regular packages. courts dou|
+1639|43|6|2|38|35835.52|0.01|0.04|N|O|1995-08-23|1995-11-09|1995-08-29|TAKE BACK RETURN|FOB|y regular packages. b|
+1639|171|10|3|41|43917.97|0.04|0.02|N|O|1995-12-19|1995-11-11|1996-01-12|DELIVER IN PERSON|FOB|structions w|
+1664|118|5|1|48|48869.28|0.04|0.02|N|O|1996-06-21|1996-05-01|1996-07-19|TAKE BACK RETURN|RAIL| use. ironic deposits integrate. slyly unu|
+1664|173|2|2|30|32195.10|0.06|0.05|N|O|1996-04-04|1996-05-04|1996-05-03|COLLECT COD|FOB|ess multip|
+1664|151|2|3|10|10511.50|0.00|0.06|N|O|1996-04-10|1996-05-13|1996-05-07|TAKE BACK RETURN|RAIL|instructions up the acc|
+1664|155|3|4|35|36930.25|0.00|0.04|N|O|1996-03-06|1996-05-16|1996-03-09|DELIVER IN PERSON|REG AIR|y regular ide|
+1664|57|8|5|9|8613.45|0.07|0.04|N|O|1996-04-15|1996-05-14|1996-05-11|DELIVER IN PERSON|TRUCK|ges. fluffil|
+1664|141|8|6|40|41645.60|0.09|0.07|N|O|1996-04-02|1996-04-22|1996-04-17|COLLECT COD|REG AIR|se blithely unusual pains. carefully|
+1665|47|6|1|4|3788.16|0.02|0.03|A|F|1994-09-01|1994-06-07|1994-09-12|DELIVER IN PERSON|TRUCK|ely final requests. requests|
+1665|78|6|2|1|978.07|0.03|0.05|R|F|1994-05-22|1994-07-06|1994-05-24|TAKE BACK RETURN|TRUCK|sly final p|
+1666|185|6|1|30|32555.40|0.04|0.03|N|O|1995-10-28|1995-11-30|1995-11-18|TAKE BACK RETURN|AIR| breach evenly final accounts. r|
+1666|64|1|2|20|19281.20|0.01|0.00|N|O|1996-01-27|1995-12-12|1996-01-31|NONE|REG AIR|uietly regular foxes wake quick|
+1666|134|10|3|31|32058.03|0.05|0.07|N|O|1996-02-11|1996-01-11|1996-02-28|COLLECT COD|RAIL|ding to the express, bold accounts. fu|
+1666|169|8|4|41|43835.56|0.06|0.08|N|O|1995-11-29|1996-01-04|1995-12-24|NONE|TRUCK|ly regular excuses; regular ac|
+1667|21|4|1|6|5526.12|0.04|0.02|N|O|1997-12-07|1997-11-16|1998-01-02|COLLECT COD|FOB|riously busy requests. blithely final a|
+1667|22|1|2|29|26738.58|0.06|0.07|N|O|1997-10-15|1997-11-09|1997-11-11|TAKE BACK RETURN|MAIL|l accounts. furiously final courts h|
+1667|95|8|3|48|47764.32|0.05|0.01|N|O|1998-01-27|1998-01-06|1998-02-09|TAKE BACK RETURN|SHIP|tes sleep furiously. carefully eve|
+1667|59|1|4|24|23017.20|0.04|0.01|N|O|1997-10-14|1997-12-01|1997-11-09|TAKE BACK RETURN|MAIL|hrash final requests. care|
+1667|195|9|5|2|2190.38|0.07|0.00|N|O|1997-12-17|1997-11-22|1998-01-16|NONE|SHIP|pecial requests hag|
+1667|48|7|6|6|5688.24|0.01|0.03|N|O|1998-01-21|1997-12-19|1998-01-28|NONE|TRUCK| nag quickly above th|
+1667|40|6|7|19|17860.76|0.09|0.03|N|O|1998-01-23|1997-11-24|1998-01-26|DELIVER IN PERSON|SHIP|around the pinto beans. express, special|
+1668|132|8|1|8|8257.04|0.06|0.01|N|O|1997-07-23|1997-10-09|1997-08-06|DELIVER IN PERSON|FOB|arefully regular tithes! slyl|
+1668|1|8|2|25|22525.00|0.01|0.06|N|O|1997-08-08|1997-09-28|1997-09-01|NONE|TRUCK|y ironic requests. bold, final ideas a|
+1668|75|5|3|42|40952.94|0.08|0.01|N|O|1997-08-09|1997-09-08|1997-08-31|NONE|FOB|ole carefully excuses. final|
+1668|191|5|4|9|9820.71|0.05|0.03|N|O|1997-10-17|1997-09-05|1997-11-01|COLLECT COD|RAIL|wake furiously even instructions. sil|
+1668|128|9|5|25|25703.00|0.01|0.02|N|O|1997-10-08|1997-09-20|1997-10-11|DELIVER IN PERSON|REG AIR|even platelets across the silent |
+1668|10|3|6|38|34580.38|0.07|0.01|N|O|1997-08-26|1997-09-17|1997-09-05|DELIVER IN PERSON|TRUCK|ep slyly across the furi|
+1669|79|10|1|24|23497.68|0.04|0.08|N|O|1997-09-04|1997-07-30|1997-09-20|DELIVER IN PERSON|RAIL| regular, final deposits use quick|
+1670|32|3|1|41|38213.23|0.07|0.01|N|O|1997-07-19|1997-08-20|1997-07-23|DELIVER IN PERSON|TRUCK|thely according to the sly|
+1670|122|3|2|10|10221.20|0.07|0.03|N|O|1997-09-14|1997-08-16|1997-09-23|NONE|SHIP|fily special ideas |
+1670|186|7|3|41|44533.38|0.07|0.07|N|O|1997-07-19|1997-08-05|1997-07-26|COLLECT COD|SHIP|al gifts. speci|
+1671|149|2|1|21|22031.94|0.02|0.07|N|O|1996-07-28|1996-09-28|1996-08-08|TAKE BACK RETURN|AIR|s accounts slee|
+1671|96|10|2|4|3984.36|0.05|0.00|N|O|1996-08-30|1996-09-19|1996-09-23|DELIVER IN PERSON|TRUCK|lyly regular ac|
+1671|124|3|3|11|11265.32|0.06|0.08|N|O|1996-09-16|1996-10-21|1996-09-18|NONE|SHIP|tes sleep blithely|
+1671|178|7|4|5|5390.85|0.00|0.00|N|O|1996-11-14|1996-10-20|1996-11-25|TAKE BACK RETURN|FOB|luffily regular deposits|
+1671|127|8|5|12|12325.44|0.07|0.04|N|O|1996-11-17|1996-09-02|1996-12-17|COLLECT COD|RAIL|special, ironic|
+1671|197|9|6|46|50470.74|0.08|0.05|N|O|1996-09-13|1996-10-14|1996-09-28|TAKE BACK RETURN|REG AIR|. slyly bold instructions boost. furiousl|
+1696|16|3|1|8|7328.08|0.04|0.02|N|O|1998-04-28|1998-02-07|1998-05-10|NONE|TRUCK|the blithely|
+1696|139|5|2|13|13508.69|0.08|0.06|N|O|1998-03-01|1998-03-25|1998-03-24|TAKE BACK RETURN|TRUCK|tructions play slyly q|
+1696|2|5|3|19|17138.00|0.08|0.05|N|O|1998-05-03|1998-03-13|1998-05-28|TAKE BACK RETURN|REG AIR|its maintain alongside of the f|
+1696|193|4|4|21|22956.99|0.05|0.00|N|O|1998-05-04|1998-02-18|1998-05-07|NONE|MAIL|y players sleep along the final, pending |
+1696|94|7|5|43|42745.87|0.03|0.06|N|O|1998-02-14|1998-03-29|1998-02-20|COLLECT COD|FOB|arefully regular dep|
+1697|75|5|1|6|5850.42|0.05|0.00|N|O|1997-01-28|1996-11-27|1997-01-31|NONE|FOB|accounts breach slyly even de|
+1697|104|7|2|24|24098.40|0.00|0.08|N|O|1996-12-29|1996-12-19|1997-01-10|NONE|SHIP|ts cajole carefully above the carefully|
+1697|124|9|3|27|27651.24|0.06|0.00|N|O|1997-01-20|1996-12-02|1997-02-05|COLLECT COD|MAIL|ly regular packages across the silent, b|
+1697|94|5|4|49|48710.41|0.08|0.04|N|O|1996-12-07|1997-01-02|1996-12-31|COLLECT COD|TRUCK|lar foxes. fluffily furious ideas doubt qu|
+1697|35|1|5|19|17765.57|0.03|0.07|N|O|1997-01-08|1996-11-12|1997-01-11|DELIVER IN PERSON|FOB|ons? special, special accounts after|
+1698|97|8|1|44|43871.96|0.05|0.05|N|O|1997-05-16|1997-07-05|1997-05-27|NONE|RAIL|ts wake slyly after t|
+1698|93|5|2|6|5958.54|0.08|0.00|N|O|1997-08-21|1997-06-08|1997-09-03|DELIVER IN PERSON|RAIL| pending packages affix ne|
+1698|21|6|3|22|20262.44|0.03|0.04|N|O|1997-08-07|1997-05-28|1997-08-24|DELIVER IN PERSON|TRUCK|oward the furiously iro|
+1698|112|6|4|19|19230.09|0.00|0.07|N|O|1997-07-04|1997-06-21|1997-08-01|NONE|RAIL| fluffily e|
+1698|53|4|5|37|35262.85|0.00|0.03|N|O|1997-05-16|1997-05-29|1997-05-27|NONE|AIR|ly regular ideas. deposit|
+1698|166|7|6|15|15992.40|0.10|0.01|N|O|1997-07-20|1997-06-07|1997-07-21|TAKE BACK RETURN|RAIL|final ideas. even, ironic |
+1699|38|9|1|50|46901.50|0.00|0.06|A|F|1994-03-26|1994-03-23|1994-04-20|NONE|FOB|to the final requests are carefully silent |
+1699|135|6|2|17|17597.21|0.07|0.02|R|F|1994-01-12|1994-03-12|1994-02-08|NONE|AIR|haggle blithely slyly|
+1700|140|1|1|38|39525.32|0.04|0.04|N|O|1996-10-03|1996-07-27|1996-10-22|NONE|RAIL|ular dependencies engage slyly |
+1700|156|7|2|49|51751.35|0.04|0.00|N|O|1996-09-26|1996-07-28|1996-10-16|NONE|TRUCK|kly even dependencies haggle fluffi|
+1701|150|9|1|47|49357.05|0.08|0.05|R|F|1992-05-25|1992-06-29|1992-06-15|NONE|RAIL|slyly final requests cajole requests. f|
+1701|54|5|2|2|1908.10|0.01|0.04|R|F|1992-06-24|1992-07-12|1992-06-29|COLLECT COD|SHIP|ween the pending, final accounts. |
+1701|35|1|3|26|24310.78|0.10|0.06|R|F|1992-06-04|1992-07-11|1992-07-04|DELIVER IN PERSON|FOB| accounts. blithely pending pinto be|
+1702|67|2|1|19|18374.14|0.02|0.01|N|F|1995-06-02|1995-06-30|1995-06-29|NONE|REG AIR|ies haggle blith|
+1702|30|5|2|38|35341.14|0.00|0.00|N|O|1995-09-01|1995-06-10|1995-09-10|DELIVER IN PERSON|REG AIR|as believe blithely. bo|
+1702|195|6|3|46|50378.74|0.00|0.08|N|O|1995-07-14|1995-06-30|1995-07-20|NONE|FOB|y even foxes. carefully final dependencies |
+1702|93|4|4|28|27806.52|0.07|0.05|R|F|1995-06-10|1995-07-26|1995-06-16|TAKE BACK RETURN|AIR|nts haggle along the packa|
+1702|89|10|5|34|33628.72|0.01|0.06|N|O|1995-07-04|1995-06-08|1995-07-28|DELIVER IN PERSON|AIR|y careful packages; dogged acco|
+1702|42|9|6|28|26377.12|0.10|0.00|N|O|1995-08-14|1995-07-31|1995-09-08|COLLECT COD|RAIL|ackages sleep. furiously even excuses snooz|
+1703|166|5|1|36|38381.76|0.09|0.01|R|F|1993-04-22|1993-03-05|1993-04-24|DELIVER IN PERSON|SHIP|riously express |
+1703|137|8|2|35|36299.55|0.01|0.08|R|F|1993-04-14|1993-03-31|1993-04-27|NONE|RAIL|he carefully|
+1703|124|5|3|48|49157.76|0.06|0.02|R|F|1993-02-07|1993-04-20|1993-02-24|TAKE BACK RETURN|AIR|ggle slyly furiously regular theodol|
+1728|126|5|1|1|1026.12|0.07|0.04|N|O|1996-09-16|1996-08-19|1996-09-18|COLLECT COD|FOB|lly. carefully ex|
+1728|105|8|2|23|23117.30|0.05|0.02|N|O|1996-09-08|1996-07-24|1996-09-20|NONE|FOB|ns. pending, final ac|
+1728|165|10|3|44|46867.04|0.08|0.07|N|O|1996-07-31|1996-06-22|1996-08-06|COLLECT COD|FOB|ide of the slyly blithe|
+1728|27|8|4|34|31518.68|0.08|0.05|N|O|1996-08-28|1996-07-20|1996-09-12|DELIVER IN PERSON|MAIL|special req|
+1728|199|2|5|31|34074.89|0.09|0.02|N|O|1996-07-26|1996-06-28|1996-08-14|NONE|REG AIR|kly sly theodolites.|
+1729|157|8|1|12|12685.80|0.08|0.04|A|F|1992-08-11|1992-07-24|1992-08-16|COLLECT COD|RAIL|y pending packages detect. carefully re|
+1730|166|5|1|41|43712.56|0.01|0.03|N|O|1998-08-11|1998-08-29|1998-09-02|TAKE BACK RETURN|TRUCK| instructions. unusual, even Tiresi|
+1730|162|3|2|15|15932.40|0.07|0.04|N|O|1998-09-07|1998-09-12|1998-09-30|TAKE BACK RETURN|AIR|pinto beans cajole. bravely bold|
+1730|162|1|3|9|9559.44|0.10|0.00|N|O|1998-09-18|1998-09-15|1998-09-21|DELIVER IN PERSON|FOB|gular dependencies wake. blithely final e|
+1730|10|7|4|40|36400.40|0.02|0.03|N|O|1998-10-02|1998-10-06|1998-10-03|NONE|SHIP|ven dinos slee|
+1730|141|4|5|43|44769.02|0.04|0.06|N|O|1998-10-26|1998-10-22|1998-11-02|DELIVER IN PERSON|TRUCK|ng deposits cajo|
+1731|184|5|1|36|39030.48|0.10|0.00|N|O|1996-04-18|1996-04-03|1996-04-29|TAKE BACK RETURN|MAIL|ngside of the even instruct|
+1731|139|10|2|7|7273.91|0.04|0.07|N|O|1996-04-11|1996-02-13|1996-04-30|DELIVER IN PERSON|REG AIR|fily quick asymptotes|
+1731|51|9|3|50|47552.50|0.05|0.04|N|O|1996-01-14|1996-03-13|1996-01-29|COLLECT COD|RAIL|ly slyly speci|
+1731|196|10|4|23|25212.37|0.10|0.04|N|O|1996-04-22|1996-02-25|1996-05-16|TAKE BACK RETURN|RAIL|rays? bold, express pac|
+1731|53|4|5|37|35262.85|0.10|0.05|N|O|1996-04-30|1996-03-17|1996-05-27|TAKE BACK RETURN|RAIL| beans use furiously slyly b|
+1731|124|7|6|41|41988.92|0.03|0.08|N|O|1996-04-05|1996-02-28|1996-05-01|TAKE BACK RETURN|RAIL|haggle across the blithely ironi|
+1732|5|6|1|50|45250.00|0.02|0.01|R|F|1993-12-05|1994-01-23|1993-12-20|TAKE BACK RETURN|FOB|fily final asymptotes according |
+1732|99|10|2|36|35967.24|0.01|0.03|A|F|1994-03-15|1994-02-09|1994-04-02|DELIVER IN PERSON|TRUCK|ve the accounts. slowly ironic multip|
+1732|161|8|3|41|43507.56|0.00|0.04|R|F|1994-02-20|1994-01-07|1994-02-27|TAKE BACK RETURN|AIR|quests sublate against the silent |
+1732|152|3|4|9|9469.35|0.04|0.04|A|F|1994-02-25|1994-01-29|1994-03-16|TAKE BACK RETURN|FOB|ular platelets. deposits wak|
+1732|169|8|5|25|26729.00|0.02|0.05|A|F|1994-02-15|1994-01-07|1994-02-21|COLLECT COD|REG AIR|nag slyly. even, special de|
+1732|73|1|6|16|15569.12|0.01|0.05|R|F|1994-01-07|1994-01-02|1994-01-25|COLLECT COD|SHIP|ix carefully at the furiously regular pac|
+1733|111|5|1|41|41455.51|0.08|0.01|N|O|1996-06-13|1996-07-08|1996-07-07|TAKE BACK RETURN|AIR|ess notornis. fur|
+1733|24|7|2|16|14784.32|0.00|0.04|N|O|1996-08-28|1996-07-25|1996-09-27|COLLECT COD|MAIL|slyly express deposits sleep abo|
+1733|120|10|3|29|29583.48|0.10|0.06|N|O|1996-07-16|1996-08-08|1996-07-28|NONE|TRUCK|ns detect among the special accounts. qu|
+1733|136|7|4|38|39372.94|0.01|0.03|N|O|1996-08-26|1996-07-23|1996-08-28|NONE|FOB| deposits |
+1733|34|5|5|22|20548.66|0.06|0.07|N|O|1996-07-16|1996-07-24|1996-07-30|COLLECT COD|AIR|gainst the final deposits. carefully final |
+1733|66|7|6|9|8694.54|0.06|0.08|N|O|1996-05-25|1996-07-23|1996-06-10|COLLECT COD|TRUCK|ven foxes was according to t|
+1733|146|9|7|13|13599.82|0.02|0.03|N|O|1996-08-03|1996-08-02|1996-08-18|NONE|MAIL|olites sleep furious|
+1734|155|3|1|38|40095.70|0.03|0.03|R|F|1994-08-09|1994-09-07|1994-08-12|COLLECT COD|FOB|ts doubt b|
+1734|118|2|2|4|4072.44|0.06|0.03|A|F|1994-08-20|1994-07-17|1994-08-25|DELIVER IN PERSON|AIR|final warhorses.|
+1735|156|7|1|43|45414.45|0.02|0.06|A|F|1993-01-14|1993-03-25|1993-02-02|DELIVER IN PERSON|FOB|iously after the |
+1735|139|5|2|49|50917.37|0.03|0.04|A|F|1992-12-31|1993-02-03|1993-01-25|TAKE BACK RETURN|TRUCK|y express accounts above the exp|
+1760|96|9|1|38|37851.42|0.09|0.03|N|O|1996-06-15|1996-06-29|1996-07-11|NONE|MAIL|tions. blithely regular orbits against the |
+1760|8|9|2|3|2724.00|0.00|0.06|N|O|1996-07-18|1996-07-01|1996-08-01|NONE|RAIL|lyly bold dolphins haggle carefully. sl|
+1760|137|8|3|44|45633.72|0.05|0.01|N|O|1996-06-11|1996-06-16|1996-07-02|COLLECT COD|REG AIR|instructions poach slyly ironic theodolites|
+1761|52|4|1|33|31417.65|0.09|0.03|R|F|1994-01-03|1994-01-23|1994-01-31|NONE|FOB|s. excuses a|
+1761|52|3|2|37|35225.85|0.02|0.07|R|F|1994-02-17|1994-03-08|1994-03-16|NONE|RAIL| integrate. quickly unusual|
+1761|49|6|3|37|35114.48|0.06|0.04|R|F|1994-01-02|1994-03-12|1994-01-25|DELIVER IN PERSON|TRUCK|regular packages wake after|
+1761|73|1|4|49|47680.43|0.06|0.07|R|F|1994-01-08|1994-03-03|1994-02-05|TAKE BACK RETURN|FOB|y even packages promise|
+1761|157|5|5|37|39114.55|0.03|0.04|R|F|1994-04-24|1994-03-14|1994-04-29|TAKE BACK RETURN|MAIL|express requests print blithely around the|
+1761|24|7|6|12|11088.24|0.01|0.05|A|F|1994-04-16|1994-03-08|1994-04-21|DELIVER IN PERSON|AIR| sleep furiously. deposits are acco|
+1761|1|6|7|13|11713.00|0.03|0.08|R|F|1994-03-06|1994-03-18|1994-03-22|DELIVER IN PERSON|TRUCK|ons boost fu|
+1762|26|5|1|15|13890.30|0.04|0.08|A|F|1994-12-18|1994-10-29|1995-01-17|TAKE BACK RETURN|REG AIR|old packages thrash. care|
+1762|50|3|2|39|37051.95|0.10|0.02|A|F|1994-09-12|1994-11-09|1994-10-08|DELIVER IN PERSON|MAIL| ironic platelets sleep along t|
+1762|32|8|3|7|6524.21|0.05|0.01|R|F|1994-09-03|1994-10-02|1994-09-10|NONE|REG AIR|uickly express packages wake slyly-- regul|
+1762|145|2|4|24|25083.36|0.03|0.03|A|F|1994-11-30|1994-11-02|1994-12-20|NONE|REG AIR|accounts solve alongside of the fluffily |
+1762|8|9|5|49|44492.00|0.08|0.05|A|F|1994-10-20|1994-11-02|1994-11-10|TAKE BACK RETURN|SHIP| packages sleep fluffily pen|
+1762|94|7|6|35|34793.15|0.05|0.05|A|F|1994-11-25|1994-10-21|1994-11-28|COLLECT COD|AIR|ind quickly. accounts ca|
+1762|73|3|7|47|45734.29|0.03|0.01|A|F|1994-11-02|1994-10-07|1994-11-08|NONE|SHIP| blithely brave|
+1763|12|9|1|22|20064.22|0.09|0.06|N|O|1997-01-17|1997-01-15|1997-02-03|TAKE BACK RETURN|SHIP|ld. fluffily final ideas boos|
+1763|157|5|2|43|45457.45|0.04|0.04|N|O|1996-11-04|1996-12-09|1996-11-28|DELIVER IN PERSON|FOB|r deposits integrate blithely pending, quic|
+1763|25|10|3|16|14800.32|0.06|0.02|N|O|1996-12-12|1996-12-04|1996-12-25|DELIVER IN PERSON|RAIL|ously pending asymptotes a|
+1763|61|6|4|44|42286.64|0.04|0.05|N|O|1996-12-04|1997-01-06|1996-12-25|DELIVER IN PERSON|REG AIR| instructions need to integrate deposits. |
+1763|147|4|5|13|13612.82|0.03|0.05|N|O|1996-11-23|1997-01-24|1996-12-05|TAKE BACK RETURN|SHIP|s sleep carefully. fluffily unusua|
+1763|143|4|6|3|3129.42|0.05|0.03|N|O|1996-12-10|1996-12-06|1997-01-04|TAKE BACK RETURN|FOB|ut the slyly pending deposi|
+1763|184|5|7|2|2168.36|0.05|0.07|N|O|1997-02-27|1996-12-04|1997-03-27|COLLECT COD|FOB|even pinto beans snooze fluffi|
+1764|121|2|1|20|20422.40|0.09|0.02|A|F|1992-06-09|1992-05-22|1992-07-06|COLLECT COD|MAIL|y quickly regular packages. car|
+1764|67|4|2|3|2901.18|0.07|0.07|R|F|1992-05-13|1992-06-07|1992-05-26|COLLECT COD|RAIL|es wake slowly. |
+1764|78|6|3|27|26407.89|0.07|0.04|A|F|1992-05-06|1992-05-11|1992-05-23|COLLECT COD|TRUCK|ly final foxes wake blithely even requests|
+1765|161|2|1|36|38201.76|0.08|0.04|N|O|1996-03-02|1996-02-17|1996-03-14|DELIVER IN PERSON|SHIP|he blithely pending accou|
+1766|87|8|1|32|31586.56|0.08|0.01|N|O|1997-01-08|1996-11-11|1997-01-31|TAKE BACK RETURN|AIR|ess accounts. stealthily ironic accou|
+1766|34|10|2|12|11208.36|0.05|0.01|N|O|1996-10-28|1996-12-18|1996-11-15|DELIVER IN PERSON|AIR|heodolites above the final, regular acc|
+1766|111|1|3|1|1011.11|0.10|0.02|N|O|1997-01-21|1997-01-07|1997-02-19|NONE|TRUCK|ly blithely pending accounts. reg|
+1767|25|4|1|32|29600.64|0.08|0.04|A|F|1995-05-22|1995-05-14|1995-05-23|COLLECT COD|SHIP|to the bravely ironic requests i|
+1767|42|1|2|1|942.04|0.09|0.05|N|O|1995-06-23|1995-05-25|1995-07-03|TAKE BACK RETURN|RAIL|ing to the slyly fin|
+1767|174|5|3|24|25780.08|0.06|0.03|R|F|1995-03-16|1995-04-29|1995-04-11|DELIVER IN PERSON|RAIL|luffy theodolites need to detect furi|
+1767|23|8|4|50|46151.00|0.01|0.02|R|F|1995-05-29|1995-04-14|1995-06-15|NONE|REG AIR|y unusual foxe|
+1767|52|10|5|40|38082.00|0.06|0.00|R|F|1995-04-16|1995-05-06|1995-04-21|TAKE BACK RETURN|AIR|ep. accounts nag blithely fu|
+1792|88|9|1|9|8892.72|0.09|0.04|R|F|1994-02-28|1993-12-11|1994-03-12|TAKE BACK RETURN|AIR|final packages s|
+1792|9|6|2|5|4545.00|0.04|0.02|R|F|1994-02-13|1994-01-03|1994-02-28|DELIVER IN PERSON|TRUCK|ely regular accounts are slyly. pending, bo|
+1792|9|2|3|8|7272.00|0.01|0.04|A|F|1994-02-21|1994-01-26|1994-02-27|DELIVER IN PERSON|RAIL|nts. fluffily special instructions integr|
+1792|191|3|4|45|49103.55|0.00|0.01|A|F|1994-02-27|1993-12-24|1994-03-07|DELIVER IN PERSON|MAIL|ests are. ironic, regular asy|
+1792|199|2|5|35|38471.65|0.06|0.05|R|F|1994-01-31|1994-01-20|1994-02-17|NONE|FOB|e against the quic|
+1793|48|5|1|29|27493.16|0.01|0.06|R|F|1992-10-24|1992-09-20|1992-11-23|NONE|MAIL|ar excuses. |
+1793|126|9|2|4|4104.48|0.07|0.05|A|F|1992-07-28|1992-08-26|1992-08-21|COLLECT COD|RAIL|nic foxes along the even|
+1793|131|7|3|6|6186.78|0.01|0.05|R|F|1992-09-21|1992-09-05|1992-10-01|DELIVER IN PERSON|REG AIR|uctions; depo|
+1793|118|8|4|4|4072.44|0.00|0.08|R|F|1992-09-27|1992-09-21|1992-10-07|DELIVER IN PERSON|AIR|equests nod ac|
+1793|25|6|5|42|38850.84|0.03|0.03|A|F|1992-10-13|1992-10-02|1992-11-06|NONE|RAIL|uctions sleep carefully special, fl|
+1794|168|9|1|36|38453.76|0.09|0.08|N|O|1997-11-07|1997-11-01|1997-11-18|TAKE BACK RETURN|FOB|ely fluffily ironi|
+1794|95|8|2|3|2985.27|0.02|0.03|N|O|1997-11-15|1997-12-16|1997-11-20|DELIVER IN PERSON|FOB| sentiments according to the q|
+1794|117|8|3|23|23393.53|0.08|0.04|N|O|1997-10-13|1997-11-30|1997-10-28|TAKE BACK RETURN|AIR|usly unusual theodolites doze about |
+1794|85|6|4|34|33492.72|0.06|0.08|N|O|1997-09-29|1997-11-13|1997-10-07|TAKE BACK RETURN|SHIP|rs above the accoun|
+1794|117|4|5|47|47804.17|0.10|0.06|N|O|1998-01-15|1997-11-30|1998-02-14|DELIVER IN PERSON|TRUCK| haggle slyly. furiously express orbit|
+1794|91|3|6|37|36670.33|0.01|0.01|N|O|1998-01-12|1997-12-21|1998-01-17|DELIVER IN PERSON|MAIL|ackages. pinto|
+1795|137|8|1|44|45633.72|0.08|0.08|A|F|1994-04-28|1994-05-24|1994-05-27|NONE|AIR|ites sleep carefully slyly p|
+1795|114|5|2|34|34479.74|0.08|0.00|A|F|1994-04-24|1994-06-01|1994-05-08|DELIVER IN PERSON|SHIP|closely regular instructions wake. |
+1795|168|3|3|25|26704.00|0.07|0.01|A|F|1994-05-18|1994-05-22|1994-05-20|TAKE BACK RETURN|RAIL|he always express accounts ca|
+1795|125|8|4|32|32803.84|0.03|0.06|R|F|1994-05-10|1994-04-21|1994-05-17|DELIVER IN PERSON|SHIP| asymptotes across the bold,|
+1795|163|8|5|11|11694.76|0.08|0.02|R|F|1994-06-19|1994-04-24|1994-07-02|TAKE BACK RETURN|TRUCK|slyly. special pa|
+1796|10|1|1|28|25480.28|0.08|0.04|A|F|1992-12-01|1993-01-01|1992-12-24|DELIVER IN PERSON|FOB|y quickly ironic accounts.|
+1796|185|6|2|8|8681.44|0.00|0.08|R|F|1993-01-07|1993-01-04|1993-01-10|NONE|SHIP|slyly bold accounts are furiously agains|
+1797|31|7|1|17|15827.51|0.01|0.02|N|O|1996-08-06|1996-07-11|1996-08-29|NONE|TRUCK| cajole carefully. unusual Tiresias e|
+1797|145|2|2|16|16722.24|0.01|0.00|N|O|1996-06-03|1996-07-21|1996-06-07|NONE|FOB|o beans wake regular accounts. blit|
+1797|12|9|3|21|19152.21|0.02|0.01|N|O|1996-08-05|1996-08-05|1996-08-06|DELIVER IN PERSON|AIR|ns. regular, regular deposit|
+1798|109|10|1|43|43391.30|0.01|0.08|N|O|1997-08-27|1997-10-23|1997-09-09|DELIVER IN PERSON|MAIL|ld packages sleep furiously. depend|
+1799|52|10|1|8|7616.40|0.04|0.08|R|F|1994-06-14|1994-05-27|1994-06-27|TAKE BACK RETURN|MAIL|ealms upon the special, ironic waters|
+1799|27|10|2|42|38934.84|0.02|0.02|R|F|1994-04-05|1994-04-28|1994-04-09|DELIVER IN PERSON|FOB|es pending |
+1824|120|10|1|45|45905.40|0.03|0.02|R|F|1994-08-21|1994-06-21|1994-09-19|NONE|RAIL|ent Tiresias. quickly express |
+1824|69|4|2|40|38762.40|0.10|0.03|A|F|1994-05-08|1994-07-24|1994-06-06|NONE|FOB|es mold furiously final instructions. s|
+1825|156|1|1|43|45414.45|0.05|0.05|A|F|1994-02-18|1994-02-19|1994-03-02|TAKE BACK RETURN|RAIL| accounts breach fluffily spe|
+1825|148|5|2|39|40877.46|0.00|0.00|R|F|1994-04-01|1994-01-12|1994-04-21|DELIVER IN PERSON|REG AIR|ual, bold ideas haggle above the quickly ir|
+1825|17|4|3|7|6419.07|0.04|0.03|A|F|1994-01-02|1994-01-30|1994-01-30|TAKE BACK RETURN|REG AIR|fully ironic requests. requests cajole ex|
+1825|121|10|4|23|23485.76|0.05|0.01|R|F|1994-01-08|1994-02-08|1994-01-19|NONE|MAIL| wake express, even r|
+1825|178|9|5|33|35579.61|0.04|0.04|A|F|1993-12-07|1994-03-01|1993-12-16|TAKE BACK RETURN|RAIL|about the ne|
+1826|27|10|1|4|3708.08|0.06|0.00|R|F|1992-07-05|1992-06-12|1992-08-04|DELIVER IN PERSON|MAIL|alongside of the quickly unusual re|
+1826|68|3|2|9|8712.54|0.07|0.07|R|F|1992-07-12|1992-07-11|1992-07-15|DELIVER IN PERSON|TRUCK| blithely special|
+1826|176|4|3|14|15066.38|0.05|0.01|A|F|1992-04-28|1992-05-31|1992-05-25|COLLECT COD|TRUCK|uriously bold pinto beans are carefully ag|
+1826|180|9|4|6|6481.08|0.05|0.04|R|F|1992-06-30|1992-05-17|1992-07-30|DELIVER IN PERSON|RAIL|kages. blithely silent|
+1826|135|1|5|46|47615.98|0.05|0.06|R|F|1992-05-02|1992-06-25|1992-05-26|TAKE BACK RETURN|FOB|ously? quickly pe|
+1826|108|3|6|43|43348.30|0.02|0.03|A|F|1992-07-28|1992-06-14|1992-08-03|NONE|MAIL|ss tithes use even ideas. fluffily final t|
+1827|90|1|1|47|46534.23|0.00|0.01|N|O|1996-08-01|1996-08-07|1996-08-23|TAKE BACK RETURN|RAIL|. pending courts about the even e|
+1827|154|9|2|48|50599.20|0.03|0.05|N|O|1996-08-28|1996-09-15|1996-09-01|COLLECT COD|RAIL|oxes. special, final asymptote|
+1827|200|1|3|37|40707.40|0.01|0.07|N|O|1996-07-20|1996-08-18|1996-08-08|DELIVER IN PERSON|REG AIR|ously ironic theodolites serve quickly af|
+1827|127|10|4|4|4108.48|0.04|0.04|N|O|1996-07-22|1996-09-10|1996-08-11|DELIVER IN PERSON|RAIL|special requests. blithely|
+1827|80|10|5|24|23521.92|0.00|0.08|N|O|1996-08-07|1996-09-01|1996-09-04|DELIVER IN PERSON|SHIP|al gifts! re|
+1827|21|2|6|7|6447.14|0.10|0.02|N|O|1996-08-28|1996-08-07|1996-08-31|DELIVER IN PERSON|AIR|egular foxes|
+1827|6|7|7|38|34428.00|0.05|0.01|N|O|1996-10-17|1996-08-29|1996-11-07|TAKE BACK RETURN|SHIP| blithely. express, bo|
+1828|100|4|1|33|33003.30|0.05|0.04|R|F|1994-06-27|1994-06-10|1994-07-24|COLLECT COD|FOB|s boost carefully. pending d|
+1828|13|3|2|40|36520.40|0.08|0.07|R|F|1994-05-05|1994-07-02|1994-05-19|COLLECT COD|REG AIR|s use above the quietly fin|
+1828|196|7|3|11|12058.09|0.07|0.08|R|F|1994-07-21|1994-05-28|1994-08-13|DELIVER IN PERSON|FOB| wake blithely |
+1828|8|3|4|45|40860.00|0.02|0.05|R|F|1994-05-15|1994-05-29|1994-05-28|COLLECT COD|RAIL| accounts run slyly |
+1828|79|7|5|14|13706.98|0.01|0.08|A|F|1994-05-20|1994-06-02|1994-05-25|TAKE BACK RETURN|SHIP|. final packages along the carefully bold|
+1829|150|7|1|12|12601.80|0.05|0.06|A|F|1994-08-23|1994-07-13|1994-09-04|DELIVER IN PERSON|FOB|ges wake furiously express pinto|
+1829|5|6|2|11|9955.00|0.04|0.05|A|F|1994-05-18|1994-06-13|1994-06-07|COLLECT COD|MAIL|ding orbits|
+1829|104|9|3|49|49200.90|0.09|0.08|A|F|1994-08-26|1994-08-01|1994-09-16|NONE|TRUCK|ound the quickly |
+1829|153|4|4|14|14744.10|0.03|0.06|A|F|1994-08-15|1994-06-08|1994-08-30|TAKE BACK RETURN|AIR|regular deposits alongside of the flu|
+1829|166|5|5|6|6396.96|0.02|0.07|A|F|1994-08-09|1994-08-05|1994-09-05|DELIVER IN PERSON|MAIL|s haggle! slyl|
+1829|115|5|6|36|36543.96|0.09|0.04|R|F|1994-06-10|1994-06-23|1994-06-22|NONE|FOB|ackages-- express requests sleep; pen|
+1830|120|4|1|38|38764.56|0.00|0.07|R|F|1995-04-20|1995-05-22|1995-04-24|TAKE BACK RETURN|TRUCK|ely even a|
+1830|25|10|2|9|8325.18|0.05|0.07|R|F|1995-03-09|1995-05-24|1995-03-14|NONE|SHIP|st furiously among |
+1830|82|3|3|36|35354.88|0.07|0.07|R|F|1995-04-21|1995-04-14|1995-05-10|DELIVER IN PERSON|SHIP| slowly unusual orbits. carefull|
+1831|136|2|1|9|9325.17|0.02|0.03|A|F|1993-12-17|1994-01-27|1993-12-26|NONE|TRUCK|mptotes. furiously regular dolphins al|
+1831|48|9|2|9|8532.36|0.07|0.06|R|F|1994-03-22|1994-01-07|1994-04-06|COLLECT COD|MAIL|ent deposits. regular saute|
+1831|115|5|3|17|17256.87|0.02|0.08|R|F|1994-01-18|1994-02-12|1994-01-30|TAKE BACK RETURN|MAIL|s boost ironic foxe|
+1831|95|8|4|23|22887.07|0.06|0.02|R|F|1993-12-21|1994-02-08|1994-01-04|NONE|SHIP|ests. express pinto beans abou|
+1856|55|10|1|10|9550.50|0.05|0.07|R|F|1992-05-11|1992-05-20|1992-06-02|TAKE BACK RETURN|FOB|he furiously even theodolites. account|
+1856|97|10|2|47|46863.23|0.07|0.07|R|F|1992-03-22|1992-06-09|1992-04-17|DELIVER IN PERSON|FOB|ingly blithe theodolites. slyly pending |
+1856|117|7|3|20|20342.20|0.04|0.06|R|F|1992-05-04|1992-05-06|1992-05-11|DELIVER IN PERSON|MAIL|ost carefully. slyly bold accounts|
+1856|150|1|4|22|23103.30|0.08|0.02|A|F|1992-05-02|1992-05-26|1992-05-20|TAKE BACK RETURN|REG AIR|platelets detect slyly regular packages. ca|
+1856|190|1|5|14|15262.66|0.01|0.01|A|F|1992-04-14|1992-05-02|1992-05-11|COLLECT COD|SHIP|ans are even requests. deposits caj|
+1856|23|6|6|36|33228.72|0.03|0.05|A|F|1992-06-19|1992-05-12|1992-06-28|TAKE BACK RETURN|TRUCK|ly even foxes kindle blithely even realm|
+1856|130|3|7|42|43265.46|0.04|0.00|R|F|1992-05-23|1992-06-06|1992-06-19|COLLECT COD|RAIL|usly final deposits|
+1857|174|5|1|15|16112.55|0.10|0.03|R|F|1993-04-05|1993-02-28|1993-04-13|COLLECT COD|RAIL|egular, regular inst|
+1857|167|6|2|40|42686.40|0.10|0.00|R|F|1993-02-15|1993-03-08|1993-02-21|NONE|AIR|slyly close d|
+1857|119|3|3|8|8152.88|0.01|0.07|R|F|1993-01-27|1993-04-04|1993-02-20|TAKE BACK RETURN|AIR|slyly about the fluffily silent req|
+1857|100|3|4|41|41004.10|0.07|0.07|A|F|1993-04-16|1993-02-16|1993-04-18|NONE|REG AIR| the slyly|
+1858|14|8|1|33|30162.33|0.01|0.02|N|O|1997-12-28|1998-02-03|1998-01-13|NONE|RAIL|tect along the slyly final|
+1859|75|6|1|18|17551.26|0.10|0.00|N|O|1997-08-08|1997-06-30|1997-08-26|TAKE BACK RETURN|SHIP|e carefully a|
+1859|188|9|2|36|39174.48|0.02|0.01|N|O|1997-05-05|1997-07-08|1997-05-25|TAKE BACK RETURN|REG AIR|regular requests. carefully unusual theo|
+1859|158|10|3|5|5290.75|0.06|0.03|N|O|1997-06-20|1997-05-20|1997-07-19|TAKE BACK RETURN|AIR|across the p|
+1859|191|2|4|21|22914.99|0.00|0.03|N|O|1997-08-06|1997-05-29|1997-08-26|TAKE BACK RETURN|REG AIR|lar packages wake quickly exp|
+1859|46|3|5|11|10406.44|0.06|0.06|N|O|1997-07-15|1997-06-05|1997-07-29|TAKE BACK RETURN|SHIP|ffily ironic pac|
+1859|105|8|6|12|12061.20|0.08|0.03|N|O|1997-05-22|1997-06-08|1997-06-07|COLLECT COD|TRUCK|es. unusual, silent request|
+1860|113|4|1|9|9117.99|0.04|0.04|N|O|1996-08-03|1996-05-31|1996-08-04|DELIVER IN PERSON|TRUCK|c realms print carefully car|
+1861|68|5|1|7|6776.42|0.08|0.05|A|F|1994-01-14|1994-04-03|1994-01-16|COLLECT COD|RAIL|s foxes. slyly|
+1861|27|8|2|31|28737.62|0.10|0.05|R|F|1994-01-29|1994-03-07|1994-02-15|TAKE BACK RETURN|RAIL|arefully unusual|
+1861|24|9|3|23|21252.46|0.00|0.08|A|F|1994-04-09|1994-03-04|1994-04-11|DELIVER IN PERSON|MAIL|in packages sleep silent dolphins; sly|
+1861|116|6|4|38|38612.18|0.10|0.05|R|F|1994-02-26|1994-02-05|1994-03-01|NONE|RAIL|pending deposits cajole quic|
+1861|16|3|5|2|1832.02|0.03|0.08|R|F|1994-04-26|1994-03-15|1994-05-15|TAKE BACK RETURN|MAIL|e final, regular requests. carefully |
+1862|30|5|1|41|38131.23|0.10|0.00|N|O|1998-06-05|1998-05-17|1998-07-04|COLLECT COD|FOB| carefully along|
+1862|166|7|2|37|39447.92|0.06|0.02|N|O|1998-04-15|1998-05-15|1998-05-14|TAKE BACK RETURN|MAIL|l deposits. carefully even dep|
+1862|104|1|3|26|26106.60|0.02|0.01|N|O|1998-03-25|1998-05-17|1998-04-17|TAKE BACK RETURN|TRUCK|g carefully: thinly ironic deposits af|
+1863|63|2|1|48|46226.88|0.09|0.04|A|F|1993-10-10|1993-12-09|1993-10-19|NONE|FOB|ans hinder furiou|
+1863|157|2|2|48|50743.20|0.04|0.08|A|F|1993-11-08|1993-11-05|1993-12-08|COLLECT COD|AIR|onic theodolites alongside of the pending a|
+1888|98|10|1|27|26948.43|0.03|0.06|R|F|1994-02-13|1994-01-16|1994-02-25|NONE|REG AIR|. carefully special dolphins sle|
+1888|74|5|2|38|37014.66|0.03|0.03|R|F|1993-11-29|1994-01-16|1993-12-08|TAKE BACK RETURN|TRUCK|dazzle carefull|
+1888|80|1|3|49|48023.92|0.07|0.05|A|F|1994-02-27|1994-01-14|1994-03-28|DELIVER IN PERSON|FOB|lar accounts haggle carefu|
+1888|19|10|4|9|8271.09|0.01|0.04|A|F|1994-02-09|1994-01-22|1994-02-19|NONE|AIR| packages are blithely. carefu|
+1888|160|1|5|4|4240.64|0.03|0.06|R|F|1993-12-28|1993-12-19|1994-01-11|COLLECT COD|FOB|lphins. ironically special theodolit|
+1888|53|8|6|48|45746.40|0.08|0.08|R|F|1994-02-28|1993-12-16|1994-03-15|COLLECT COD|TRUCK|ar ideas cajole. regular p|
+1888|167|6|7|50|53358.00|0.04|0.07|R|F|1993-12-22|1994-01-10|1994-01-06|DELIVER IN PERSON|FOB|ependencies affix blithely regular warhors|
+1889|152|4|1|41|43138.15|0.10|0.02|N|O|1997-06-15|1997-05-10|1997-07-08|NONE|AIR|s! furiously pending r|
+1889|172|3|2|13|13938.21|0.05|0.00|N|O|1997-06-12|1997-04-28|1997-06-23|NONE|REG AIR|to the regular accounts. carefully express|
+1889|138|9|3|36|37372.68|0.05|0.07|N|O|1997-05-19|1997-06-14|1997-05-23|NONE|SHIP|l pinto beans kindle |
+1889|168|5|4|5|5340.80|0.02|0.07|N|O|1997-06-26|1997-06-09|1997-07-21|COLLECT COD|AIR|ording to the blithely silent r|
+1890|141|8|1|26|27069.64|0.03|0.07|N|O|1997-04-02|1997-03-13|1997-04-22|DELIVER IN PERSON|FOB|ngage. slyly ironic |
+1890|100|1|2|43|43004.30|0.07|0.03|N|O|1996-12-30|1997-01-31|1997-01-19|DELIVER IN PERSON|FOB|p ironic, express accounts. fu|
+1890|59|1|3|24|23017.20|0.06|0.04|N|O|1997-02-09|1997-02-10|1997-02-12|COLLECT COD|MAIL|is wake carefully above the even id|
+1890|68|9|4|43|41626.58|0.09|0.04|N|O|1997-04-08|1997-02-19|1997-04-30|TAKE BACK RETURN|FOB|lyly. instructions across the furiously|
+1890|122|3|5|45|45995.40|0.08|0.05|N|O|1997-04-15|1997-03-16|1997-04-19|COLLECT COD|FOB|he carefully regular sauternes. ironic fret|
+1890|181|2|6|16|17298.88|0.08|0.02|N|O|1997-02-13|1997-02-18|1997-03-12|TAKE BACK RETURN|TRUCK|ged pinto beans. regular, regular id|
+1890|121|4|7|10|10211.20|0.01|0.04|N|O|1996-12-24|1997-02-19|1997-01-01|DELIVER IN PERSON|AIR|. even, unusual inst|
+1891|77|8|1|45|43968.15|0.07|0.04|A|F|1994-12-20|1995-01-16|1995-01-05|NONE|RAIL|ests along|
+1891|184|5|2|18|19515.24|0.06|0.00|A|F|1995-01-24|1995-01-29|1995-02-14|NONE|RAIL| foxes above the carefu|
+1891|198|9|3|15|16472.85|0.03|0.00|R|F|1995-03-11|1995-03-05|1995-03-18|TAKE BACK RETURN|MAIL| accounts are furiou|
+1892|113|7|1|48|48629.28|0.02|0.01|A|F|1994-06-16|1994-06-16|1994-06-28|NONE|RAIL|tornis detect regul|
+1892|43|2|2|35|33006.40|0.04|0.08|R|F|1994-04-05|1994-05-09|1994-05-03|NONE|MAIL|hes nod furiously around the instruc|
+1892|134|5|3|37|38262.81|0.10|0.03|R|F|1994-04-11|1994-06-04|1994-04-24|TAKE BACK RETURN|SHIP|nts. slyly regular asymptot|
+1892|197|9|4|14|15360.66|0.06|0.07|R|F|1994-04-08|1994-06-12|1994-04-27|DELIVER IN PERSON|FOB|furiously about the furiously|
+1893|99|1|1|43|42960.87|0.10|0.00|N|O|1998-01-25|1998-01-06|1998-02-14|COLLECT COD|SHIP|he carefully regular |
+1893|148|9|2|49|51358.86|0.03|0.05|N|O|1998-01-19|1998-01-28|1998-02-02|TAKE BACK RETURN|FOB|y final foxes bo|
+1893|45|6|3|3|2835.12|0.03|0.02|N|O|1998-02-10|1998-01-18|1998-02-25|DELIVER IN PERSON|MAIL|gular, even ideas. fluffily bol|
+1893|101|6|4|18|18019.80|0.07|0.06|N|O|1998-01-24|1998-01-12|1998-02-13|TAKE BACK RETURN|RAIL|g packages. fluffily final reques|
+1893|53|4|5|6|5718.30|0.10|0.02|N|O|1998-01-23|1997-12-22|1998-02-09|DELIVER IN PERSON|TRUCK|ar accounts use. daringly ironic packag|
+1894|169|10|1|40|42766.40|0.03|0.07|R|F|1992-06-07|1992-05-11|1992-07-01|DELIVER IN PERSON|FOB|ily furiously bold packages. flu|
+1895|161|6|1|43|45629.88|0.09|0.07|R|F|1994-07-26|1994-07-19|1994-08-11|NONE|AIR| carefully eve|
+1920|96|7|1|24|23906.16|0.04|0.05|N|O|1998-09-27|1998-08-23|1998-10-15|DELIVER IN PERSON|AIR|thely. bold, pend|
+1920|51|6|2|31|29482.55|0.05|0.06|N|O|1998-08-01|1998-08-30|1998-08-17|COLLECT COD|SHIP|lly. ideas wa|
+1920|18|2|3|6|5508.06|0.01|0.05|N|O|1998-10-01|1998-08-20|1998-10-24|COLLECT COD|SHIP|l ideas boost slyly pl|
+1920|84|5|4|50|49204.00|0.09|0.06|N|O|1998-10-03|1998-08-04|1998-10-29|DELIVER IN PERSON|MAIL|e blithely unusual foxes. brave packages|
+1920|34|10|5|14|13076.42|0.08|0.05|N|O|1998-10-22|1998-08-10|1998-10-27|DELIVER IN PERSON|AIR|ickly ironic d|
+1921|21|10|1|9|8289.18|0.08|0.00|R|F|1994-02-01|1994-03-20|1994-03-01|DELIVER IN PERSON|FOB|to beans. even excuses integrate specia|
+1921|140|6|2|21|21842.94|0.02|0.06|R|F|1994-02-08|1994-03-28|1994-02-15|COLLECT COD|FOB|ckly regula|
+1921|71|2|3|27|26218.89|0.00|0.04|A|F|1994-04-26|1994-04-07|1994-04-30|TAKE BACK RETURN|FOB|ing pinto beans above the pend|
+1922|10|5|1|13|11830.13|0.05|0.03|N|O|1996-10-24|1996-09-21|1996-11-15|NONE|SHIP|quests. furiously|
+1923|37|8|1|9|8433.27|0.01|0.08|N|O|1997-08-29|1997-09-13|1997-09-07|NONE|FOB|lites. ironic instructions integrate bravel|
+1923|178|8|2|23|24797.91|0.07|0.05|N|O|1997-09-08|1997-08-11|1997-09-14|TAKE BACK RETURN|MAIL|aggle carefully. furiously permanent|
+1923|180|1|3|11|11881.98|0.03|0.03|N|O|1997-07-12|1997-09-04|1997-08-01|TAKE BACK RETURN|REG AIR|ages wake slyly about the furiously regular|
+1923|193|5|4|49|53566.31|0.06|0.05|N|O|1997-07-21|1997-08-08|1997-07-26|NONE|AIR|de of the carefully expre|
+1923|184|5|5|25|27104.50|0.10|0.08|N|O|1997-08-18|1997-08-20|1997-09-12|DELIVER IN PERSON|TRUCK|the ideas: slyly pendin|
+1923|37|3|6|50|46851.50|0.03|0.03|N|O|1997-11-04|1997-08-08|1997-11-25|NONE|TRUCK|uickly along the bold courts. bold the|
+1924|73|1|1|7|6811.49|0.06|0.07|N|O|1997-01-01|1996-12-02|1997-01-08|COLLECT COD|SHIP|osits. even accounts nag furious|
+1924|18|8|2|47|43146.47|0.02|0.06|N|O|1996-11-24|1996-10-18|1996-12-13|COLLECT COD|REG AIR|silent requests cajole blithely final pack|
+1924|57|8|3|40|38282.00|0.04|0.08|N|O|1996-10-31|1996-11-30|1996-11-21|NONE|REG AIR|ains sleep carefully|
+1924|34|5|4|31|28954.93|0.03|0.03|N|O|1996-09-20|1996-10-19|1996-10-19|DELIVER IN PERSON|SHIP| the slyly regular foxes. ruthle|
+1924|36|7|5|17|15912.51|0.04|0.05|N|O|1996-12-31|1996-11-12|1997-01-25|COLLECT COD|TRUCK|e carefully theodolites. ironically ironic |
+1924|76|4|6|15|14641.05|0.02|0.04|N|O|1997-01-04|1996-11-13|1997-01-27|NONE|SHIP|he package|
+1924|40|1|7|21|19740.84|0.09|0.03|N|O|1996-09-21|1996-11-12|1996-10-02|TAKE BACK RETURN|AIR| blithely reg|
+1925|184|5|1|50|54209.00|0.01|0.02|R|F|1992-04-12|1992-04-23|1992-05-08|TAKE BACK RETURN|TRUCK|usual pinto|
+1925|135|1|2|35|36229.55|0.06|0.06|R|F|1992-05-11|1992-04-10|1992-05-14|TAKE BACK RETURN|AIR|counts. carefully ironic packages boost ab|
+1925|116|10|3|40|40644.40|0.08|0.08|A|F|1992-05-17|1992-05-20|1992-06-08|TAKE BACK RETURN|AIR|e carefully regul|
+1925|30|5|4|17|15810.51|0.06|0.02|R|F|1992-05-18|1992-04-06|1992-06-16|TAKE BACK RETURN|MAIL|instructions sleep. pinto bea|
+1926|51|9|1|24|22825.20|0.06|0.05|N|O|1996-05-04|1996-03-14|1996-06-01|DELIVER IN PERSON|RAIL|e theodolites.|
+1926|106|9|2|29|29176.90|0.09|0.08|N|O|1996-02-26|1996-03-14|1996-03-14|TAKE BACK RETURN|TRUCK|es. dependencies according to the fl|
+1926|178|6|3|10|10781.70|0.02|0.03|N|O|1996-05-23|1996-03-02|1996-06-04|NONE|AIR|usly bold accounts. express accounts|
+1926|68|9|4|13|12584.78|0.04|0.02|N|O|1996-04-26|1996-04-13|1996-05-08|DELIVER IN PERSON|MAIL|eans wake bli|
+1926|40|1|5|29|27261.16|0.06|0.00|N|O|1996-02-29|1996-03-13|1996-03-24|DELIVER IN PERSON|MAIL|hily unusual packages are fluffily am|
+1927|68|5|1|3|2904.18|0.00|0.05|N|O|1995-10-06|1995-12-08|1995-11-05|COLLECT COD|FOB|ccounts affi|
+1927|73|2|2|15|14596.05|0.08|0.08|N|O|1995-12-25|1995-12-26|1995-12-31|COLLECT COD|RAIL| carefully regular requests sleep car|
+1927|65|10|3|6|5790.36|0.05|0.05|N|O|1995-11-29|1995-11-20|1995-12-08|TAKE BACK RETURN|TRUCK|furiously even wat|
+1952|53|8|1|7|6671.35|0.04|0.05|A|F|1994-05-06|1994-06-11|1994-05-12|NONE|RAIL|about the express, even requ|
+1952|142|5|2|6|6252.84|0.06|0.05|A|F|1994-05-09|1994-05-21|1994-05-26|DELIVER IN PERSON|AIR|packages haggle. |
+1953|128|1|1|25|25703.00|0.07|0.06|A|F|1994-01-07|1994-01-28|1994-01-29|TAKE BACK RETURN|RAIL|ular, regular i|
+1953|14|5|2|35|31990.35|0.06|0.06|R|F|1994-02-03|1994-02-25|1994-02-14|DELIVER IN PERSON|FOB|among the fur|
+1954|152|7|1|31|32616.65|0.06|0.06|N|O|1997-08-18|1997-07-07|1997-09-03|DELIVER IN PERSON|RAIL|against the packages. bold, ironic e|
+1954|182|3|2|1|1082.18|0.03|0.01|N|O|1997-09-16|1997-07-08|1997-10-07|COLLECT COD|MAIL|te. furiously final deposits hag|
+1954|199|2|3|11|12091.09|0.07|0.07|N|O|1997-08-07|1997-07-23|1997-08-25|DELIVER IN PERSON|TRUCK|y carefully ironi|
+1954|159|4|4|12|12709.80|0.02|0.08|N|O|1997-07-19|1997-07-04|1997-08-06|COLLECT COD|AIR|ongside of the slyly unusual requests. reg|
+1954|170|7|5|29|31034.93|0.08|0.08|N|O|1997-08-25|1997-07-15|1997-09-02|DELIVER IN PERSON|RAIL|use thinly furiously regular asy|
+1954|177|8|6|13|14003.21|0.00|0.07|N|O|1997-06-15|1997-08-22|1997-06-20|TAKE BACK RETURN|MAIL|y ironic instructions cajole|
+1954|194|5|7|49|53615.31|0.05|0.06|N|O|1997-06-04|1997-08-29|1997-06-14|COLLECT COD|TRUCK|eans. final pinto beans sleep furiousl|
+1955|137|3|1|32|33188.16|0.02|0.02|A|F|1992-07-05|1992-06-29|1992-08-03|TAKE BACK RETURN|TRUCK|g to the carefully sile|
+1955|18|8|2|2|1836.02|0.03|0.01|R|F|1992-07-06|1992-07-06|1992-08-01|COLLECT COD|TRUCK|ickly aroun|
+1955|158|6|3|41|43384.15|0.08|0.06|A|F|1992-08-01|1992-06-04|1992-08-07|COLLECT COD|AIR| carefully against the furiously reg|
+1955|9|4|4|16|14544.00|0.03|0.07|A|F|1992-04-30|1992-06-23|1992-05-23|TAKE BACK RETURN|FOB|odolites eat s|
+1955|159|10|5|11|11650.65|0.09|0.01|A|F|1992-06-03|1992-07-04|1992-06-07|NONE|REG AIR|ously quickly pendi|
+1956|177|8|1|8|8617.36|0.02|0.04|A|F|1992-12-25|1992-11-24|1993-01-12|TAKE BACK RETURN|AIR|efully about the ironic, ironic de|
+1956|103|6|2|16|16049.60|0.00|0.05|R|F|1992-11-11|1992-11-11|1992-11-30|NONE|FOB|es cajole blithely. pen|
+1956|139|5|3|39|40526.07|0.08|0.02|A|F|1992-09-24|1992-11-26|1992-10-15|DELIVER IN PERSON|REG AIR|r theodolites sleep above the b|
+1956|29|10|4|11|10219.22|0.10|0.00|A|F|1992-12-19|1992-10-29|1993-01-07|TAKE BACK RETURN|AIR| the braids slee|
+1956|155|10|5|16|16882.40|0.08|0.02|R|F|1992-09-28|1992-10-21|1992-09-30|TAKE BACK RETURN|FOB| wake after the |
+1957|79|9|1|50|48953.50|0.09|0.05|N|O|1998-08-08|1998-09-28|1998-08-27|COLLECT COD|FOB|gainst the re|
+1957|119|3|2|31|31592.41|0.10|0.08|N|O|1998-08-13|1998-08-31|1998-08-16|NONE|REG AIR|express packages maintain fluffi|
+1958|73|2|1|9|8757.63|0.01|0.05|N|O|1995-12-08|1995-12-17|1995-12-18|DELIVER IN PERSON|REG AIR|ickly. slyly bold |
+1958|176|7|2|29|31208.93|0.05|0.06|N|O|1996-01-19|1995-12-05|1996-02-14|COLLECT COD|SHIP|d pinto beans|
+1958|102|3|3|4|4008.40|0.04|0.02|N|O|1995-10-24|1995-12-09|1995-10-28|DELIVER IN PERSON|AIR|he slyly even dependencies |
+1958|83|4|4|38|37357.04|0.09|0.07|N|O|1995-10-09|1995-11-26|1995-11-05|COLLECT COD|TRUCK|yly. slyly regular courts use silentl|
+1958|101|8|5|31|31034.10|0.08|0.01|N|O|1995-10-31|1995-11-12|1995-11-07|TAKE BACK RETURN|TRUCK|r deposits c|
+1958|17|4|6|44|40348.44|0.08|0.04|N|O|1995-12-17|1995-11-30|1996-01-15|TAKE BACK RETURN|RAIL|c theodolites after the unusual deposit|
+1958|39|5|7|29|27231.87|0.02|0.05|N|O|1995-10-14|1995-11-06|1995-11-01|NONE|REG AIR|final requests nag according to the |
+1959|169|10|1|46|49181.36|0.04|0.00|N|O|1997-05-05|1997-03-03|1997-05-24|TAKE BACK RETURN|AIR| furiously ex|
+1959|120|7|2|15|15301.80|0.08|0.07|N|O|1997-01-20|1997-02-18|1997-02-08|DELIVER IN PERSON|MAIL| quickly sp|
+1984|53|5|1|45|42887.25|0.03|0.04|N|O|1998-04-09|1998-06-11|1998-05-01|COLLECT COD|AIR|p. quickly final ideas sle|
+1984|70|7|2|35|33952.45|0.01|0.07|N|O|1998-05-18|1998-05-04|1998-06-01|COLLECT COD|RAIL|tes. quickly pending packages haggle boldl|
+1985|28|1|1|33|30624.66|0.10|0.03|R|F|1994-12-04|1994-11-01|1994-12-05|DELIVER IN PERSON|FOB|s are express packages. pendin|
+1985|21|6|2|50|46051.00|0.04|0.02|R|F|1994-09-30|1994-10-18|1994-10-12|COLLECT COD|AIR|ate carefully. carefully|
+1985|134|10|3|20|20682.60|0.07|0.03|R|F|1994-10-29|1994-11-12|1994-11-27|NONE|TRUCK|regular requests. furiously express|
+1985|199|10|4|30|32975.70|0.05|0.07|R|F|1994-09-06|1994-10-10|1994-09-26|NONE|RAIL|uickly. instr|
+1985|124|9|5|42|43013.04|0.05|0.05|R|F|1994-10-25|1994-11-03|1994-11-19|DELIVER IN PERSON|SHIP| patterns? final requests after the sp|
+1985|20|7|6|2|1840.04|0.02|0.00|A|F|1994-11-25|1994-10-09|1994-12-25|TAKE BACK RETURN|FOB| silent inst|
+1986|92|3|1|12|11905.08|0.06|0.05|A|F|1994-08-17|1994-06-28|1994-09-02|COLLECT COD|RAIL|sleep furiously fluffily final|
+1986|105|8|2|10|10051.00|0.10|0.03|R|F|1994-05-14|1994-06-21|1994-06-02|COLLECT COD|REG AIR|yly into the carefully even |
+1986|63|2|3|14|13482.84|0.04|0.02|R|F|1994-07-14|1994-06-19|1994-08-08|NONE|SHIP|the packages. pending, unusual|
+1987|16|6|1|7|6412.07|0.03|0.03|A|F|1994-07-30|1994-07-06|1994-08-29|NONE|REG AIR| regular a|
+1988|72|1|1|36|34994.52|0.09|0.04|N|O|1996-01-21|1995-11-24|1996-01-27|NONE|RAIL|gular theodolites. |
+1988|199|3|2|19|20884.61|0.08|0.08|N|O|1996-02-03|1995-12-10|1996-02-14|COLLECT COD|FOB|lly about the slyly thin instructions. f|
+1988|54|6|3|8|7632.40|0.06|0.01|N|O|1995-10-20|1995-11-11|1995-11-18|DELIVER IN PERSON|AIR|le quickly ac|
+1988|36|2|4|27|25272.81|0.08|0.00|N|O|1996-01-27|1995-12-24|1996-02-24|TAKE BACK RETURN|TRUCK|uests. regular requests are according to t|
+1988|79|8|5|26|25455.82|0.08|0.04|N|O|1996-01-25|1995-12-15|1996-01-26|COLLECT COD|SHIP| ironic dolphins haggl|
+1988|86|7|6|9|8874.72|0.08|0.03|N|O|1995-12-26|1996-01-02|1996-01-25|DELIVER IN PERSON|MAIL|lar platelets. slyly ironic packa|
+1989|10|7|1|47|42770.47|0.10|0.02|R|F|1994-06-21|1994-05-27|1994-06-22|TAKE BACK RETURN|REG AIR|final deposits s|
+1990|101|2|1|46|46050.60|0.01|0.07|R|F|1994-12-29|1995-03-14|1995-01-13|NONE|TRUCK|ar sentiments.|
+1991|110|3|1|39|39394.29|0.06|0.02|A|F|1993-01-01|1992-11-29|1993-01-10|TAKE BACK RETURN|TRUCK|ckages? carefully bold depos|
+1991|53|1|2|49|46699.45|0.08|0.06|R|F|1992-10-19|1992-11-29|1992-10-25|NONE|SHIP|nd the ideas affi|
+1991|174|5|3|6|6445.02|0.02|0.01|A|F|1992-11-02|1992-10-08|1992-11-14|TAKE BACK RETURN|REG AIR|hes nag slyly|
+1991|138|9|4|6|6228.78|0.10|0.06|A|F|1992-11-21|1992-11-03|1992-11-27|NONE|RAIL|uickly blithely final de|
+1991|60|8|5|49|47042.94|0.06|0.00|R|F|1992-09-10|1992-11-30|1992-10-07|NONE|AIR|quests cajole blithely|
+2016|147|4|1|2|2094.28|0.02|0.07|N|O|1996-10-12|1996-11-09|1996-10-31|DELIVER IN PERSON|TRUCK|carefully according to the |
+2016|63|8|2|15|14445.90|0.04|0.05|N|O|1996-09-24|1996-10-05|1996-10-21|TAKE BACK RETURN|MAIL|uests haggle carefully furiously regul|
+2016|122|7|3|8|8176.96|0.09|0.02|N|O|1996-09-19|1996-10-21|1996-10-13|TAKE BACK RETURN|SHIP|mptotes haggle ideas. packages wake flu|
+2017|103|4|1|49|49151.90|0.10|0.06|N|O|1998-05-26|1998-07-01|1998-06-06|COLLECT COD|TRUCK| after the unusual instructions. sly|
+2017|71|2|2|14|13594.98|0.07|0.04|N|O|1998-06-28|1998-06-15|1998-07-11|NONE|TRUCK|ily final w|
+2017|84|5|3|11|10824.88|0.05|0.02|N|O|1998-05-22|1998-07-13|1998-05-26|TAKE BACK RETURN|TRUCK|gside of the slyly dogged dolp|
+2018|195|6|1|2|2190.38|0.02|0.07|N|O|1995-06-25|1995-06-20|1995-07-04|NONE|TRUCK|ly ironic accounts against the slyly sly|
+2018|129|10|2|23|23669.76|0.05|0.01|R|F|1995-05-05|1995-05-12|1995-05-22|TAKE BACK RETURN|RAIL|ingly even theodolites s|
+2019|4|9|1|31|28024.00|0.07|0.03|R|F|1992-11-18|1992-12-26|1992-11-24|DELIVER IN PERSON|FOB|l ideas across the slowl|
+2019|52|7|2|18|17136.90|0.04|0.03|R|F|1993-01-24|1992-12-22|1993-02-02|NONE|MAIL|are carefully furiously regular requ|
+2020|34|10|1|50|46701.50|0.06|0.01|R|F|1993-07-12|1993-08-28|1993-08-02|COLLECT COD|TRUCK|ts against the pending ideas serve along|
+2020|176|4|2|40|43046.80|0.09|0.00|A|F|1993-10-17|1993-09-14|1993-10-29|TAKE BACK RETURN|RAIL|ently across the|
+2020|14|4|3|30|27420.30|0.07|0.04|A|F|1993-09-08|1993-08-11|1993-09-29|TAKE BACK RETURN|AIR|ly about the blithely ironic foxes. bold|
+2020|61|8|4|27|25948.62|0.05|0.06|A|F|1993-07-14|1993-09-02|1993-08-03|NONE|FOB|e of the bold foxes haggle |
+2021|85|6|1|7|6895.56|0.08|0.04|N|O|1995-10-17|1995-09-29|1995-10-20|NONE|MAIL| accounts boost blithely. blithely reg|
+2021|166|3|2|19|20257.04|0.04|0.05|N|O|1995-08-14|1995-09-05|1995-08-23|NONE|RAIL| above the slyly fl|
+2022|169|8|1|38|40628.08|0.00|0.08|R|F|1992-07-05|1992-04-20|1992-07-13|TAKE BACK RETURN|REG AIR| against the express accounts wake ca|
+2022|55|3|2|38|36291.90|0.05|0.04|R|F|1992-06-17|1992-05-15|1992-06-28|COLLECT COD|SHIP|instructions dazzle carefull|
+2022|49|10|3|48|45553.92|0.10|0.02|A|F|1992-06-14|1992-06-04|1992-07-12|DELIVER IN PERSON|SHIP|counts. slyly enticing accounts are during |
+2022|182|3|4|16|17314.88|0.05|0.03|R|F|1992-06-23|1992-05-22|1992-07-07|NONE|TRUCK|ages wake slyly care|
+2022|100|1|5|36|36003.60|0.05|0.02|R|F|1992-03-24|1992-05-07|1992-04-13|NONE|MAIL|ly after the foxes. regular, final inst|
+2022|129|2|6|20|20582.40|0.08|0.08|A|F|1992-03-31|1992-04-17|1992-04-02|NONE|SHIP|r deposits kindle |
+2022|78|9|7|13|12714.91|0.06|0.08|R|F|1992-04-04|1992-05-30|1992-04-21|NONE|FOB| orbits haggle fluffily fl|
+2023|127|10|1|9|9244.08|0.05|0.04|R|F|1992-06-04|1992-06-30|1992-06-10|NONE|AIR|ly regular pinto beans poa|
+2023|38|4|2|2|1876.06|0.01|0.00|R|F|1992-08-27|1992-07-16|1992-08-29|DELIVER IN PERSON|RAIL|ing packages. fluffily silen|
+2023|19|6|3|25|22975.25|0.10|0.03|A|F|1992-07-19|1992-07-07|1992-08-15|NONE|REG AIR| wake furiously among the slyly final|
+2023|185|6|4|9|9766.62|0.02|0.00|A|F|1992-07-23|1992-07-04|1992-08-20|TAKE BACK RETURN|AIR|nts maintain blithely alongside of the|
+2023|20|10|5|22|20240.44|0.04|0.06|A|F|1992-06-15|1992-07-13|1992-06-21|TAKE BACK RETURN|SHIP|ronic attainments. |
+2023|43|2|6|29|27348.16|0.02|0.06|A|F|1992-08-29|1992-07-28|1992-09-18|COLLECT COD|RAIL|usual instructions. bli|
+2023|134|10|7|50|51706.50|0.00|0.03|R|F|1992-06-20|1992-07-04|1992-06-23|DELIVER IN PERSON|FOB|its! carefully ex|
+2048|35|1|1|7|6545.21|0.06|0.01|R|F|1993-12-07|1994-01-31|1994-01-05|TAKE BACK RETURN|REG AIR|lent platelets boost deposits. carefully sp|
+2048|8|5|2|5|4540.00|0.04|0.04|A|F|1994-01-18|1994-02-01|1994-01-29|TAKE BACK RETURN|TRUCK|affix carefully against |
+2048|101|2|3|12|12013.20|0.01|0.05|R|F|1994-01-28|1994-01-19|1994-02-08|NONE|AIR| even theodoli|
+2048|97|1|4|11|10967.99|0.10|0.03|R|F|1993-12-20|1994-01-19|1994-01-04|TAKE BACK RETURN|MAIL|totes. idly ironic packages nag|
+2049|189|10|1|25|27229.50|0.08|0.00|N|O|1996-03-31|1996-02-29|1996-04-15|DELIVER IN PERSON|MAIL| excuses above the |
+2049|35|1|2|31|28985.93|0.10|0.05|N|O|1995-12-25|1996-02-25|1995-12-29|TAKE BACK RETURN|MAIL| packages are slyly alongside|
+2049|67|6|3|18|17407.08|0.05|0.05|N|O|1996-01-09|1996-01-22|1996-01-25|TAKE BACK RETURN|AIR| sleep fluffily. dependencies use never|
+2049|6|7|4|39|35334.00|0.02|0.05|N|O|1996-01-17|1996-01-21|1996-02-03|TAKE BACK RETURN|MAIL|the even pinto beans |
+2049|126|1|5|30|30783.60|0.04|0.06|N|O|1995-12-16|1996-02-04|1995-12-22|NONE|TRUCK|ial accounts are among the furiously perma|
+2049|84|5|6|17|16729.36|0.07|0.00|N|O|1996-02-04|1996-03-01|1996-02-24|NONE|FOB|al, regular foxes. pending, |
+2050|73|2|1|47|45734.29|0.05|0.03|A|F|1994-08-25|1994-07-18|1994-09-15|DELIVER IN PERSON|TRUCK|tside the blithely pending packages eat f|
+2050|152|3|2|48|50503.20|0.05|0.01|A|F|1994-09-30|1994-08-23|1994-10-29|COLLECT COD|AIR| final packages. pinto|
+2050|113|4|3|41|41537.51|0.10|0.04|A|F|1994-06-08|1994-08-27|1994-06-23|NONE|AIR| final theodolites. depende|
+2050|32|8|4|11|10252.33|0.02|0.01|A|F|1994-07-27|1994-08-18|1994-08-02|DELIVER IN PERSON|REG AIR|ns. bold, final ideas cajole among the fi|
+2050|168|9|5|16|17090.56|0.07|0.01|R|F|1994-08-17|1994-07-28|1994-09-05|DELIVER IN PERSON|REG AIR|al accounts. closely even |
+2050|49|2|6|29|27522.16|0.00|0.05|A|F|1994-09-23|1994-08-01|1994-10-23|TAKE BACK RETURN|MAIL|oxes alongsid|
+2050|48|5|7|25|23701.00|0.10|0.00|R|F|1994-08-18|1994-07-04|1994-09-04|TAKE BACK RETURN|RAIL|y according to |
+2051|25|6|1|43|39775.86|0.08|0.04|N|O|1996-04-22|1996-06-16|1996-04-28|COLLECT COD|RAIL|ounts sleep fluffily even requ|
+2051|130|1|2|48|49446.24|0.01|0.02|N|O|1996-05-04|1996-06-14|1996-05-19|NONE|TRUCK|unts. pending platelets believe about|
+2052|68|7|1|50|48403.00|0.09|0.08|R|F|1992-06-22|1992-06-03|1992-07-19|DELIVER IN PERSON|AIR|wake after the decoy|
+2052|135|1|2|35|36229.55|0.09|0.05|A|F|1992-05-29|1992-05-24|1992-06-11|NONE|TRUCK|ts according t|
+2052|43|2|3|16|15088.64|0.01|0.08|A|F|1992-06-30|1992-07-09|1992-07-12|NONE|SHIP|y final deposits cajole according |
+2052|96|7|4|47|46816.23|0.08|0.01|A|F|1992-06-18|1992-05-16|1992-07-02|TAKE BACK RETURN|REG AIR|final requests. stealt|
+2053|101|4|1|20|20022.00|0.09|0.00|A|F|1995-04-25|1995-04-12|1995-05-13|NONE|TRUCK|ly ironic foxes haggle slyly speci|
+2053|33|4|2|34|31723.02|0.07|0.00|A|F|1995-03-15|1995-03-20|1995-04-09|TAKE BACK RETURN|TRUCK|ions. unusual dependencies|
+2053|65|2|3|46|44392.76|0.01|0.03|R|F|1995-04-01|1995-04-02|1995-04-18|NONE|RAIL|tions. furiously even requests hagg|
+2053|121|6|4|31|31654.72|0.06|0.08|R|F|1995-03-23|1995-03-13|1995-04-16|DELIVER IN PERSON|SHIP|ts. fluffily final mul|
+2054|113|4|1|11|11144.21|0.03|0.05|R|F|1992-08-13|1992-08-26|1992-08-22|NONE|AIR|ular accou|
+2054|120|7|2|31|31623.72|0.05|0.08|A|F|1992-08-18|1992-09-04|1992-08-24|NONE|FOB|se bold, regular accounts. unusual depos|
+2054|121|2|3|32|32675.84|0.06|0.00|A|F|1992-06-23|1992-07-08|1992-07-22|NONE|FOB| packages thrash. carefully final|
+2054|174|3|4|14|15038.38|0.10|0.05|R|F|1992-06-25|1992-09-05|1992-07-14|DELIVER IN PERSON|SHIP|uickly final|
+2054|6|1|5|40|36240.00|0.08|0.06|R|F|1992-06-23|1992-08-09|1992-07-04|TAKE BACK RETURN|RAIL|n pinto beans. ironic courts are iro|
+2054|134|10|6|17|17580.21|0.08|0.01|A|F|1992-06-09|1992-08-28|1992-06-16|NONE|AIR|ges nag acc|
+2054|11|1|7|4|3644.04|0.00|0.08|R|F|1992-08-12|1992-08-31|1992-08-15|DELIVER IN PERSON|AIR|lyly careful requests wake fl|
+2055|45|6|1|15|14175.60|0.04|0.06|A|F|1993-09-15|1993-10-06|1993-10-07|NONE|REG AIR|furiously bold |
+2055|9|10|2|15|13635.00|0.06|0.05|R|F|1993-10-30|1993-11-21|1993-11-22|COLLECT COD|RAIL|gular foxes. b|
+2055|135|1|3|12|12421.56|0.00|0.02|A|F|1993-10-26|1993-11-23|1993-11-22|COLLECT COD|TRUCK|al pains. acco|
+2055|134|10|4|16|16546.08|0.02|0.02|A|F|1993-11-16|1993-11-12|1993-11-28|NONE|TRUCK|arefully daringly regular accounts.|
+2080|7|4|1|5|4535.00|0.08|0.05|R|F|1993-08-26|1993-08-07|1993-09-02|DELIVER IN PERSON|TRUCK|refully unusual theo|
+2080|197|9|2|39|42790.41|0.07|0.04|A|F|1993-08-22|1993-09-09|1993-08-23|COLLECT COD|FOB|ic deposits haggle slyly carefully eve|
+2081|89|10|1|26|25716.08|0.03|0.08|N|O|1997-10-21|1997-10-03|1997-11-10|NONE|FOB|among the slyly express accounts. silen|
+2081|149|2|2|13|13638.82|0.07|0.05|N|O|1997-08-23|1997-08-22|1997-09-09|TAKE BACK RETURN|MAIL|fter the even deposi|
+2081|13|10|3|32|29216.32|0.09|0.07|N|O|1997-09-05|1997-09-26|1997-10-03|TAKE BACK RETURN|SHIP|e. final, regular dependencies sleep slyly!|
+2081|85|6|4|23|22656.84|0.03|0.08|N|O|1997-07-06|1997-09-11|1997-07-21|TAKE BACK RETURN|MAIL|ual requests wake blithely above the|
+2081|113|7|5|19|19249.09|0.02|0.06|N|O|1997-10-01|1997-08-12|1997-10-18|COLLECT COD|SHIP|s affix sometimes express requests. quickly|
+2081|142|9|6|31|32306.34|0.03|0.06|N|O|1997-09-19|1997-09-13|1997-09-27|NONE|AIR| silent, spe|
+2082|75|3|1|36|35102.52|0.00|0.00|R|F|1995-01-20|1995-03-18|1995-01-31|COLLECT COD|MAIL|haggle furiously silent pinto beans|
+2082|105|10|2|12|12061.20|0.08|0.05|A|F|1995-01-27|1995-02-11|1995-02-07|NONE|FOB| ironic instructions. carefull|
+2083|24|3|1|37|34188.74|0.07|0.00|R|F|1993-09-07|1993-09-30|1993-09-18|TAKE BACK RETURN|MAIL|ng the special foxes wake packages. f|
+2084|182|3|1|42|45451.56|0.03|0.05|A|F|1993-03-29|1993-05-05|1993-04-22|COLLECT COD|REG AIR|y fluffily even foxes. |
+2084|180|10|2|23|24844.14|0.09|0.08|A|F|1993-06-05|1993-05-26|1993-06-06|DELIVER IN PERSON|AIR|es against |
+2084|136|2|3|37|38336.81|0.07|0.05|A|F|1993-07-16|1993-04-20|1993-08-06|NONE|AIR|y careful courts.|
+2084|94|8|4|9|8946.81|0.02|0.02|A|F|1993-03-18|1993-06-08|1993-03-30|NONE|TRUCK|heaves boost slyly after the pla|
+2084|27|10|5|28|25956.56|0.07|0.02|R|F|1993-05-04|1993-05-14|1993-05-31|COLLECT COD|TRUCK|cajole quickly carefu|
+2084|115|9|6|15|15226.65|0.09|0.04|A|F|1993-06-23|1993-04-25|1993-07-23|COLLECT COD|SHIP|tithes. bravely pendi|
+2084|194|6|7|34|37202.46|0.09|0.02|R|F|1993-06-20|1993-05-28|1993-06-25|DELIVER IN PERSON|RAIL| carefully ironic requests. fluffil|
+2085|41|8|1|45|42346.80|0.00|0.07|R|F|1994-02-27|1994-01-11|1994-03-29|TAKE BACK RETURN|MAIL|. carefully e|
+2086|60|1|1|22|21121.32|0.03|0.07|R|F|1994-12-04|1994-12-16|1994-12-20|DELIVER IN PERSON|RAIL|idly busy acc|
+2086|141|10|2|32|33316.48|0.04|0.06|A|F|1994-11-15|1995-01-05|1994-12-09|TAKE BACK RETURN|TRUCK|e carefully along th|
+2086|105|6|3|44|44224.40|0.02|0.01|A|F|1994-12-04|1994-11-30|1994-12-21|DELIVER IN PERSON|FOB|latelets s|
+2086|84|5|4|27|26570.16|0.02|0.00|A|F|1994-11-04|1995-01-14|1994-11-25|COLLECT COD|REG AIR|theodolites haggle blithely blithe p|
+2086|156|1|5|33|34852.95|0.04|0.00|A|F|1995-02-06|1994-11-25|1995-02-15|NONE|SHIP| slyly regular foxes. un|
+2086|200|3|6|20|22004.00|0.01|0.03|R|F|1994-11-30|1994-12-28|1994-12-07|COLLECT COD|FOB|lithely ironic acc|
+2086|156|8|7|7|7393.05|0.04|0.05|R|F|1994-12-27|1994-12-10|1995-01-05|COLLECT COD|RAIL| beans haggle car|
+2087|127|8|1|1|1027.12|0.05|0.04|N|O|1998-03-27|1998-03-24|1998-04-18|DELIVER IN PERSON|REG AIR|the quickly idle acco|
+2087|168|3|2|46|49135.36|0.10|0.03|N|O|1998-02-24|1998-04-02|1998-03-04|DELIVER IN PERSON|AIR|ter the dolphins.|
+2087|62|3|3|1|962.06|0.02|0.05|N|O|1998-05-27|1998-04-11|1998-06-12|COLLECT COD|REG AIR|hely final acc|
+2087|59|1|4|6|5754.30|0.03|0.08|N|O|1998-04-23|1998-03-27|1998-05-18|DELIVER IN PERSON|REG AIR|dazzle after the slyly si|
+2112|71|2|1|18|17479.26|0.02|0.05|N|O|1997-05-02|1997-03-16|1997-05-25|TAKE BACK RETURN|TRUCK|lphins solve ideas. even, special reque|
+2113|123|8|1|40|40924.80|0.04|0.06|N|O|1998-01-16|1997-12-11|1998-02-06|TAKE BACK RETURN|TRUCK|bout the quickly ironic t|
+2113|112|2|2|24|24290.64|0.03|0.02|N|O|1998-02-19|1998-01-08|1998-03-16|COLLECT COD|MAIL|kly regular accounts hinder about the|
+2114|168|9|1|50|53408.00|0.05|0.05|A|F|1995-02-05|1995-03-18|1995-02-13|COLLECT COD|RAIL|pecial pinto bean|
+2114|186|7|2|26|28240.68|0.02|0.02|A|F|1995-04-30|1995-04-16|1995-05-28|NONE|SHIP|ar asymptotes sleep |
+2114|162|1|3|25|26554.00|0.07|0.01|A|F|1995-02-15|1995-03-13|1995-02-22|COLLECT COD|AIR|unts. regular, express accounts wake. b|
+2115|196|8|1|27|29597.13|0.06|0.03|N|O|1998-09-01|1998-07-29|1998-09-04|NONE|AIR|de of the carefully bold accounts |
+2115|184|5|2|43|46619.74|0.06|0.02|N|O|1998-07-14|1998-07-25|1998-07-24|COLLECT COD|FOB| carefully pending requests alongs|
+2115|51|3|3|3|2853.15|0.03|0.04|N|O|1998-07-23|1998-07-30|1998-08-14|DELIVER IN PERSON|FOB|quickly ironic dolphin|
+2115|49|10|4|47|44604.88|0.06|0.07|N|O|1998-08-29|1998-07-30|1998-09-05|TAKE BACK RETURN|REG AIR|regular accounts integrate brav|
+2115|199|3|5|13|14289.47|0.04|0.00|N|O|1998-08-07|1998-08-06|1998-08-13|DELIVER IN PERSON|REG AIR|into beans. even accounts abou|
+2116|131|2|1|2|2062.26|0.00|0.02|R|F|1994-10-16|1994-11-24|1994-11-09|DELIVER IN PERSON|TRUCK|r theodolites use blithely about the ir|
+2116|140|1|2|47|48886.58|0.10|0.06|R|F|1994-09-01|1994-11-18|1994-09-25|COLLECT COD|MAIL|iously ironic dependencies around the iro|
+2116|184|5|3|11|11925.98|0.03|0.05|R|F|1994-09-15|1994-10-21|1994-09-21|NONE|FOB| pinto beans. final, final sauternes play |
+2117|165|2|1|36|38345.76|0.10|0.01|N|O|1997-08-06|1997-07-15|1997-08-07|DELIVER IN PERSON|SHIP|ronic accounts wake|
+2117|61|6|2|19|18260.14|0.04|0.00|N|O|1997-07-30|1997-06-18|1997-08-13|DELIVER IN PERSON|REG AIR|s between the slyly regula|
+2117|58|3|3|43|41196.15|0.04|0.03|N|O|1997-06-27|1997-06-12|1997-07-22|DELIVER IN PERSON|SHIP| foxes sleep furiously |
+2117|91|4|4|24|23786.16|0.00|0.07|N|O|1997-06-15|1997-05-27|1997-06-18|COLLECT COD|SHIP|thely slyly pending platelets. ironic, |
+2117|147|8|5|3|3141.42|0.02|0.05|N|O|1997-05-05|1997-07-20|1997-05-26|TAKE BACK RETURN|TRUCK|tes cajole|
+2117|1|4|6|27|24327.00|0.09|0.08|N|O|1997-06-30|1997-06-27|1997-07-11|TAKE BACK RETURN|REG AIR| the carefully ironic ideas|
+2118|160|1|1|24|25443.84|0.10|0.03|N|O|1997-01-06|1996-12-14|1997-01-14|TAKE BACK RETURN|RAIL|about the slyly bold depende|
+2118|184|5|2|4|4336.72|0.08|0.01|N|O|1996-10-25|1996-11-10|1996-11-22|COLLECT COD|AIR|theodolites affix according |
+2118|145|4|3|11|11496.54|0.05|0.04|N|O|1996-12-23|1996-12-20|1997-01-01|COLLECT COD|RAIL|y ironic accounts sleep upon the packages. |
+2119|102|7|1|36|36075.60|0.04|0.00|N|O|1996-11-10|1996-10-25|1996-12-03|TAKE BACK RETURN|RAIL|ly bold foxes. ironic accoun|
+2144|92|6|1|33|32738.97|0.00|0.07|R|F|1994-04-04|1994-06-20|1994-04-23|NONE|AIR| ironic excuses haggle final dependencies. |
+2144|51|9|2|46|43748.30|0.03|0.08|R|F|1994-04-08|1994-04-29|1994-05-07|COLLECT COD|SHIP| foxes haggle blithel|
+2144|4|9|3|29|26216.00|0.00|0.07|R|F|1994-05-03|1994-05-16|1994-06-01|DELIVER IN PERSON|FOB|ns wake carefully carefully ironic|
+2144|158|9|4|10|10581.50|0.00|0.04|R|F|1994-06-16|1994-05-03|1994-07-05|COLLECT COD|AIR| furiously unusual ideas. carefull|
+2145|78|8|1|13|12714.91|0.04|0.05|A|F|1992-11-12|1992-12-13|1992-12-07|TAKE BACK RETURN|MAIL|alongside of the slyly final|
+2145|154|6|2|6|6324.90|0.05|0.01|A|F|1992-10-10|1992-11-29|1992-10-14|NONE|AIR|s. fluffily express accounts sleep. slyl|
+2146|57|5|1|42|40196.10|0.10|0.01|A|F|1992-09-21|1992-11-02|1992-09-23|NONE|AIR|ns according to the doggedly |
+2146|157|5|2|6|6342.90|0.07|0.05|A|F|1993-01-03|1992-10-24|1993-01-24|DELIVER IN PERSON|RAIL|ing to the requests. dependencies boost |
+2146|25|8|3|14|12950.28|0.03|0.01|R|F|1992-09-16|1992-10-16|1992-09-20|COLLECT COD|SHIP|ecial, express a|
+2146|26|9|4|31|28706.62|0.02|0.00|A|F|1993-01-04|1992-10-24|1993-01-15|DELIVER IN PERSON|TRUCK|lly even deposit|
+2146|169|4|5|28|29936.48|0.02|0.05|R|F|1993-01-03|1992-10-17|1993-01-08|COLLECT COD|MAIL|r accounts sleep furio|
+2146|71|9|6|32|31074.24|0.07|0.03|R|F|1993-01-10|1992-10-19|1993-02-05|COLLECT COD|TRUCK|y regular foxes wake among the final|
+2146|25|6|7|39|36075.78|0.07|0.06|R|F|1993-01-05|1992-11-06|1993-01-14|DELIVER IN PERSON|TRUCK|uickly regular excuses detect. regular c|
+2147|29|8|1|50|46451.00|0.04|0.06|R|F|1992-11-18|1992-11-30|1992-11-30|NONE|RAIL|al accounts. even, even foxes wake|
+2147|101|2|2|4|4004.40|0.01|0.04|A|F|1992-09-27|1992-11-15|1992-10-22|NONE|AIR|mong the blithely special|
+2147|44|7|3|34|32097.36|0.10|0.04|R|F|1992-11-29|1992-11-08|1992-12-22|TAKE BACK RETURN|REG AIR|egular deposits hang car|
+2147|11|8|4|11|10021.11|0.06|0.07|A|F|1992-09-27|1992-11-16|1992-10-16|NONE|AIR| the fluffily|
+2148|116|6|1|21|21338.31|0.09|0.01|R|F|1995-05-28|1995-05-26|1995-06-15|NONE|FOB|deposits ag|
+2149|19|9|1|12|11028.12|0.05|0.07|R|F|1993-06-01|1993-05-06|1993-06-11|TAKE BACK RETURN|TRUCK|riously bl|
+2149|99|10|2|10|9990.90|0.06|0.01|R|F|1993-06-09|1993-04-17|1993-06-16|DELIVER IN PERSON|TRUCK|eposits sleep above|
+2149|49|2|3|47|44604.88|0.00|0.04|R|F|1993-06-27|1993-05-12|1993-07-11|COLLECT COD|AIR|hely final depo|
+2149|129|8|4|18|18524.16|0.06|0.00|A|F|1993-04-05|1993-05-11|1993-04-23|DELIVER IN PERSON|REG AIR|uriously final pac|
+2149|60|5|5|22|21121.32|0.06|0.04|R|F|1993-05-24|1993-04-23|1993-06-20|TAKE BACK RETURN|SHIP|ptotes sleep along the blithely ir|
+2150|78|7|1|26|25429.82|0.00|0.03|A|F|1994-06-21|1994-08-05|1994-06-23|NONE|TRUCK|. always unusual packages|
+2150|18|8|2|29|26622.29|0.04|0.03|A|F|1994-09-02|1994-08-04|1994-10-02|TAKE BACK RETURN|RAIL|y ironic theodolites. foxes ca|
+2150|107|2|3|29|29205.90|0.04|0.08|R|F|1994-06-10|1994-07-31|1994-06-26|COLLECT COD|RAIL|arefully final att|
+2150|54|6|4|39|37207.95|0.05|0.02|R|F|1994-07-31|1994-08-17|1994-08-11|TAKE BACK RETURN|TRUCK|ess accounts nag. unusual asymptotes haggl|
+2150|183|4|5|35|37911.30|0.01|0.01|A|F|1994-09-27|1994-08-17|1994-10-13|COLLECT COD|RAIL|refully pending dependen|
+2150|7|10|6|12|10884.00|0.09|0.03|A|F|1994-08-27|1994-08-22|1994-09-18|COLLECT COD|AIR|press platelets haggle until the slyly fi|
+2151|167|2|1|23|24544.68|0.06|0.02|N|O|1996-11-20|1996-12-17|1996-11-30|DELIVER IN PERSON|AIR| silent dependencies about the slyl|
+2151|15|9|2|29|26535.29|0.00|0.02|N|O|1997-03-04|1996-12-27|1997-03-21|TAKE BACK RETURN|SHIP| bold packages acro|
+2151|165|2|3|49|52192.84|0.07|0.01|N|O|1997-01-20|1997-02-09|1997-02-18|NONE|FOB| packages. f|
+2151|18|5|4|28|25704.28|0.10|0.08|N|O|1996-12-11|1996-12-26|1996-12-12|DELIVER IN PERSON|AIR|y special packages. carefully ironic instru|
+2176|191|4|1|38|41465.22|0.02|0.08|R|F|1992-11-29|1993-01-14|1992-12-22|DELIVER IN PERSON|REG AIR|lithely ironic pinto beans. furious|
+2176|95|8|2|14|13931.26|0.00|0.06|A|F|1992-11-17|1993-01-07|1992-12-03|DELIVER IN PERSON|SHIP|ely ironic platelets |
+2176|160|1|3|25|26504.00|0.02|0.02|R|F|1993-02-23|1993-01-05|1993-03-07|COLLECT COD|RAIL| ruthless deposits according to the ent|
+2176|143|6|4|2|2086.28|0.05|0.06|A|F|1993-02-26|1993-01-08|1993-03-23|DELIVER IN PERSON|AIR|s pinto beans|
+2177|129|10|1|45|46310.40|0.02|0.01|N|O|1997-02-11|1997-02-27|1997-02-17|NONE|SHIP|. theodolites haggle carefu|
+2177|139|5|2|27|28056.51|0.04|0.08|N|O|1997-01-29|1997-03-20|1997-02-04|DELIVER IN PERSON|SHIP|even, regula|
+2177|81|2|3|23|22564.84|0.07|0.05|N|O|1997-01-28|1997-03-02|1997-02-13|DELIVER IN PERSON|AIR|he silent foxes. iro|
+2177|55|3|4|34|32471.70|0.05|0.07|N|O|1997-02-03|1997-04-10|1997-02-21|COLLECT COD|REG AIR|tes are doggedly quickly|
+2177|57|9|5|46|44024.30|0.09|0.05|N|O|1997-05-10|1997-02-23|1997-05-28|COLLECT COD|RAIL|ending asymptotes.|
+2177|122|7|6|11|11243.32|0.02|0.04|N|O|1997-03-20|1997-03-07|1997-04-09|DELIVER IN PERSON|MAIL|gainst the ca|
+2178|157|2|1|15|15857.25|0.10|0.01|N|O|1997-03-27|1997-03-10|1997-04-18|NONE|REG AIR|l accounts. quickly expr|
+2178|16|10|2|27|24732.27|0.01|0.02|N|O|1997-02-26|1997-02-19|1997-03-25|NONE|MAIL| across the ironic reques|
+2178|5|2|3|40|36200.00|0.00|0.03|N|O|1997-03-17|1997-02-09|1997-04-15|COLLECT COD|RAIL|foxes are slowly regularly specia|
+2178|78|6|4|3|2934.21|0.07|0.07|N|O|1997-04-07|1997-01-23|1997-04-18|COLLECT COD|MAIL| permanentl|
+2179|130|9|1|22|22662.86|0.05|0.08|N|O|1996-11-16|1996-11-03|1996-11-25|DELIVER IN PERSON|FOB|lphins cajole acr|
+2179|139|5|2|20|20782.60|0.03|0.01|N|O|1996-09-30|1996-11-10|1996-10-30|NONE|REG AIR|ncies. fin|
+2179|104|9|3|5|5020.50|0.03|0.02|N|O|1996-11-09|1996-10-08|1996-11-11|DELIVER IN PERSON|REG AIR|ts haggle blithely. ironic, careful theodol|
+2179|6|3|4|24|21744.00|0.04|0.04|N|O|1996-10-26|1996-11-05|1996-11-16|COLLECT COD|RAIL| cajole carefully. |
+2179|108|5|5|7|7056.70|0.00|0.02|N|O|1996-10-24|1996-11-14|1996-11-21|TAKE BACK RETURN|RAIL|gular dependencies. ironic packages haggle|
+2180|16|3|1|31|28396.31|0.06|0.04|N|O|1996-10-20|1996-11-21|1996-11-06|COLLECT COD|REG AIR|n requests are furiously at the quickly|
+2180|193|7|2|39|42634.41|0.01|0.00|N|O|1997-01-03|1996-10-29|1997-01-25|NONE|RAIL|ep furiously furiously final request|
+2180|197|9|3|24|26332.56|0.03|0.00|N|O|1997-01-03|1996-10-24|1997-01-19|NONE|SHIP|uriously f|
+2180|111|5|4|47|47522.17|0.07|0.02|N|O|1996-09-23|1996-12-08|1996-10-12|NONE|FOB|pending, regular ideas. iron|
+2180|143|2|5|23|23992.22|0.02|0.06|N|O|1996-11-08|1996-10-25|1996-11-28|NONE|TRUCK|ggle alongside of the fluffily speci|
+2180|55|6|6|48|45842.40|0.09|0.03|N|O|1996-12-30|1996-11-22|1997-01-16|DELIVER IN PERSON|RAIL|nic instructions haggle careful|
+2181|178|9|1|4|4312.68|0.05|0.04|N|O|1995-09-25|1995-11-12|1995-09-28|COLLECT COD|FOB|tes. slyly silent packages use along th|
+2181|88|9|2|46|45451.68|0.00|0.02|N|O|1995-11-28|1995-10-17|1995-12-26|COLLECT COD|AIR|osits. final packages sleep|
+2181|91|2|3|15|14866.35|0.08|0.05|N|O|1995-10-05|1995-10-27|1995-11-03|DELIVER IN PERSON|FOB|e above the fluffily regul|
+2181|55|10|4|28|26741.40|0.04|0.05|N|O|1995-12-21|1995-10-23|1996-01-04|TAKE BACK RETURN|AIR|s excuses sleep car|
+2181|96|7|5|9|8964.81|0.06|0.07|N|O|1996-01-05|1995-12-05|1996-01-08|COLLECT COD|TRUCK|ward the quietly even requests. ir|
+2182|132|8|1|27|27867.51|0.02|0.07|R|F|1994-05-10|1994-07-04|1994-06-04|DELIVER IN PERSON|SHIP|en platele|
+2182|190|1|2|3|3270.57|0.05|0.03|R|F|1994-04-20|1994-07-04|1994-04-24|TAKE BACK RETURN|SHIP|y bold theodolites wi|
+2182|94|6|3|34|33799.06|0.02|0.03|R|F|1994-05-28|1994-06-02|1994-06-10|COLLECT COD|MAIL| slow tithes. ironi|
+2182|7|4|4|12|10884.00|0.04|0.07|A|F|1994-05-08|1994-06-02|1994-05-09|COLLECT COD|REG AIR|ments are fu|
+2182|179|9|5|37|39929.29|0.06|0.02|A|F|1994-04-08|1994-06-29|1994-04-18|TAKE BACK RETURN|TRUCK|ges. blithely ironic|
+2183|71|1|1|29|28161.03|0.05|0.01|N|O|1996-07-21|1996-08-24|1996-08-15|TAKE BACK RETURN|RAIL|ly unusual deposits sleep carefully|
+2183|52|3|2|25|23801.25|0.06|0.02|N|O|1996-07-06|1996-08-21|1996-08-05|NONE|RAIL|he quickly f|
+2208|58|3|1|48|45986.40|0.08|0.07|A|F|1995-05-13|1995-06-30|1995-05-20|COLLECT COD|MAIL|sits. idly permanent request|
+2208|97|1|2|11|10967.99|0.08|0.01|A|F|1995-05-06|1995-07-19|1995-05-22|COLLECT COD|TRUCK|ding waters lose. furiously regu|
+2208|74|4|3|41|39936.87|0.08|0.02|N|O|1995-08-18|1995-06-19|1995-09-05|COLLECT COD|RAIL|nd the furious, express dependencies.|
+2208|43|2|4|50|47152.00|0.07|0.07|N|F|1995-06-11|1995-05-31|1995-06-29|TAKE BACK RETURN|FOB|al foxes will hav|
+2208|30|5|5|43|39991.29|0.03|0.06|A|F|1995-05-10|1995-06-02|1995-06-09|TAKE BACK RETURN|MAIL|es. accounts cajole. fi|
+2208|167|2|6|18|19208.88|0.02|0.08|R|F|1995-06-06|1995-06-10|1995-06-11|TAKE BACK RETURN|TRUCK|packages are quickly bold de|
+2208|7|2|7|45|40815.00|0.00|0.08|A|F|1995-05-05|1995-06-10|1995-05-11|NONE|SHIP|e fluffily regular theodolites caj|
+2209|23|2|1|40|36920.80|0.05|0.01|R|F|1992-11-01|1992-09-25|1992-11-08|DELIVER IN PERSON|SHIP|ully special sheaves serve|
+2209|103|4|2|10|10031.00|0.00|0.02|R|F|1992-09-02|1992-09-24|1992-09-21|DELIVER IN PERSON|AIR|players. carefully reg|
+2209|64|1|3|11|10604.66|0.01|0.01|A|F|1992-07-12|1992-08-24|1992-08-10|DELIVER IN PERSON|REG AIR|express, regular pinto be|
+2209|181|2|4|39|42166.02|0.08|0.07|R|F|1992-11-04|1992-09-02|1992-11-11|TAKE BACK RETURN|MAIL|ly around the final packages. deposits ca|
+2209|124|7|5|24|24578.88|0.08|0.06|R|F|1992-08-09|1992-08-18|1992-08-25|COLLECT COD|AIR| along the bol|
+2209|178|7|6|7|7547.19|0.09|0.07|A|F|1992-08-18|1992-09-09|1992-09-12|DELIVER IN PERSON|AIR| quickly regular pack|
+2210|78|7|1|36|35210.52|0.10|0.00|A|F|1992-03-04|1992-03-24|1992-03-21|DELIVER IN PERSON|AIR| requests wake enticingly final|
+2211|48|1|1|25|23701.00|0.04|0.01|A|F|1994-10-09|1994-08-04|1994-11-03|TAKE BACK RETURN|RAIL|deas. carefully special theodolites along|
+2211|140|6|2|40|41605.60|0.09|0.06|A|F|1994-09-30|1994-09-10|1994-10-26|NONE|MAIL|posits among the express dolphins|
+2211|160|2|3|25|26504.00|0.00|0.07|A|F|1994-08-13|1994-08-17|1994-08-16|NONE|AIR|ly regular, express|
+2211|85|6|4|23|22656.84|0.03|0.02|R|F|1994-10-05|1994-09-13|1994-10-17|DELIVER IN PERSON|AIR|ependencies |
+2211|135|1|5|3|3105.39|0.02|0.04|A|F|1994-08-28|1994-09-10|1994-09-06|TAKE BACK RETURN|SHIP|pendencies after the regular f|
+2211|187|8|6|18|19569.24|0.05|0.08|A|F|1994-08-31|1994-09-07|1994-09-22|NONE|TRUCK|c grouches. slyly express pinto |
+2211|79|9|7|3|2937.21|0.06|0.05|R|F|1994-09-21|1994-08-10|1994-10-19|TAKE BACK RETURN|RAIL|y slyly final|
+2212|71|10|1|18|17479.26|0.07|0.06|R|F|1994-06-22|1994-06-18|1994-06-25|TAKE BACK RETURN|FOB| cajole. final, pending ideas should are bl|
+2213|118|8|1|20|20362.20|0.01|0.00|A|F|1993-01-21|1993-04-14|1993-01-29|COLLECT COD|REG AIR|iously express accounts; |
+2213|60|1|2|4|3840.24|0.09|0.05|R|F|1993-04-15|1993-04-15|1993-05-05|COLLECT COD|SHIP| affix carefully furiously |
+2213|70|5|3|1|970.07|0.05|0.05|A|F|1993-04-25|1993-04-06|1993-04-28|TAKE BACK RETURN|AIR|s along the ironic reques|
+2213|174|3|4|39|41892.63|0.09|0.05|A|F|1993-05-12|1993-04-07|1993-05-23|TAKE BACK RETURN|SHIP|the blithely |
+2213|38|9|5|43|40335.29|0.04|0.03|A|F|1993-04-18|1993-03-11|1993-05-11|TAKE BACK RETURN|RAIL|r packages are along the carefully bol|
+2213|48|5|6|41|38869.64|0.01|0.00|R|F|1993-01-31|1993-03-31|1993-02-28|COLLECT COD|FOB| carefully pend|
+2213|64|9|7|3|2892.18|0.02|0.04|A|F|1993-03-09|1993-03-17|1993-04-07|TAKE BACK RETURN|AIR|o wake. ironic platel|
+2214|76|5|1|27|26353.89|0.04|0.04|N|O|1998-05-31|1998-06-07|1998-06-19|DELIVER IN PERSON|REG AIR|x fluffily along the even packages-- |
+2214|194|5|2|50|54709.50|0.00|0.02|N|O|1998-07-06|1998-06-16|1998-07-16|TAKE BACK RETURN|MAIL|accounts. blith|
+2214|113|7|3|42|42550.62|0.04|0.08|N|O|1998-05-26|1998-07-13|1998-06-22|COLLECT COD|FOB|ons. deposi|
+2214|196|9|4|22|24116.18|0.01|0.01|N|O|1998-05-30|1998-07-02|1998-06-09|DELIVER IN PERSON|RAIL|t the blithely|
+2215|73|1|1|33|32111.31|0.00|0.00|N|O|1996-07-19|1996-08-10|1996-07-30|COLLECT COD|RAIL|dolites cajole b|
+2215|33|9|2|30|27990.90|0.01|0.00|N|O|1996-08-15|1996-09-10|1996-08-25|NONE|FOB|ckages caj|
+2215|57|5|3|30|28711.50|0.07|0.03|N|O|1996-09-09|1996-07-20|1996-09-28|COLLECT COD|TRUCK|against the carefu|
+2215|146|3|4|20|20922.80|0.02|0.02|N|O|1996-09-09|1996-08-10|1996-09-19|NONE|MAIL| unusual deposits haggle carefully. ide|
+2240|164|3|1|6|6384.96|0.01|0.00|A|F|1992-06-23|1992-05-17|1992-07-20|COLLECT COD|AIR|ymptotes boost. furiously bold p|
+2240|28|1|2|37|34336.74|0.03|0.07|R|F|1992-03-16|1992-05-31|1992-04-05|COLLECT COD|FOB| quickly after the packages? blithely si|
+2240|53|5|3|39|37168.95|0.08|0.06|A|F|1992-05-22|1992-05-10|1992-06-08|NONE|FOB|y orbits. final depos|
+2240|86|7|4|10|9860.80|0.09|0.00|A|F|1992-05-25|1992-04-14|1992-06-23|DELIVER IN PERSON|REG AIR|are across the ironic packages.|
+2240|161|10|5|29|30773.64|0.02|0.06|A|F|1992-03-29|1992-05-08|1992-04-09|COLLECT COD|MAIL|lyly even ideas w|
+2240|81|2|6|32|31394.56|0.06|0.06|R|F|1992-04-11|1992-04-18|1992-04-22|NONE|MAIL|ss thinly deposits. blithely bold package|
+2240|78|7|7|24|23473.68|0.04|0.05|R|F|1992-05-13|1992-04-09|1992-05-14|DELIVER IN PERSON|FOB|ng the silent accounts. slyly ironic t|
+2241|5|6|1|25|22625.00|0.00|0.08|R|F|1993-08-11|1993-07-23|1993-09-01|DELIVER IN PERSON|MAIL| final deposits use fluffily. even f|
+2241|195|8|2|38|41617.22|0.04|0.06|A|F|1993-08-04|1993-07-31|1993-08-06|TAKE BACK RETURN|TRUCK| silent, unusual d|
+2241|97|10|3|48|47860.32|0.08|0.04|A|F|1993-05-14|1993-07-30|1993-05-26|TAKE BACK RETURN|RAIL|ss accounts engage furiously. slyly even re|
+2241|167|4|4|19|20276.04|0.10|0.00|A|F|1993-06-01|1993-08-05|1993-06-07|TAKE BACK RETURN|TRUCK| are furiously quickl|
+2241|82|3|5|2|1964.16|0.04|0.03|A|F|1993-08-16|1993-08-02|1993-08-24|NONE|REG AIR|, express deposits. pear|
+2241|116|3|6|22|22354.42|0.02|0.08|R|F|1993-08-13|1993-06-15|1993-08-16|DELIVER IN PERSON|TRUCK|, ironic depen|
+2241|142|3|7|9|9379.26|0.09|0.03|A|F|1993-05-14|1993-07-12|1993-05-29|NONE|AIR|lyly final |
+2242|123|4|1|15|15346.80|0.09|0.08|N|O|1997-08-04|1997-09-21|1997-08-11|COLLECT COD|FOB|its. carefully express packages cajole. bli|
+2243|127|8|1|10|10271.20|0.04|0.06|N|O|1995-07-26|1995-07-18|1995-08-03|NONE|RAIL|express, daring foxes affix fur|
+2244|51|6|1|3|2853.15|0.02|0.02|A|F|1993-04-30|1993-03-15|1993-05-19|TAKE BACK RETURN|FOB| beans for the regular platel|
+2244|193|6|2|16|17491.04|0.01|0.06|R|F|1993-02-12|1993-03-09|1993-02-28|COLLECT COD|FOB|rate around the reques|
+2245|76|7|1|44|42947.08|0.03|0.03|A|F|1993-06-12|1993-06-10|1993-06-16|NONE|TRUCK|refully even sheaves|
+2245|74|3|2|28|27273.96|0.05|0.03|R|F|1993-08-19|1993-07-27|1993-09-04|COLLECT COD|TRUCK|e requests sleep furiou|
+2245|86|7|3|33|32540.64|0.03|0.01|R|F|1993-06-26|1993-06-11|1993-07-17|TAKE BACK RETURN|AIR|ing to the carefully ruthless accounts|
+2245|189|10|4|14|15248.52|0.02|0.04|R|F|1993-05-06|1993-07-21|1993-05-19|DELIVER IN PERSON|RAIL|nts. always unusual dep|
+2245|80|8|5|33|32342.64|0.03|0.07|R|F|1993-06-16|1993-06-05|1993-07-07|NONE|MAIL| across the express reques|
+2246|53|4|1|22|20967.10|0.02|0.01|N|O|1996-07-25|1996-08-03|1996-08-24|DELIVER IN PERSON|SHIP|ructions wake carefully fina|
+2246|104|5|2|43|43176.30|0.07|0.06|N|O|1996-08-25|1996-08-23|1996-09-19|DELIVER IN PERSON|AIR|ainst the ironic theodolites haggle fi|
+2246|18|8|3|11|10098.11|0.10|0.00|N|O|1996-06-21|1996-07-24|1996-07-18|TAKE BACK RETURN|TRUCK|quests alongside o|
+2246|163|8|4|13|13821.08|0.08|0.05|N|O|1996-09-15|1996-07-21|1996-10-08|DELIVER IN PERSON|AIR|equests. fluffily special epitaphs use|
+2247|172|2|1|12|12866.04|0.02|0.07|A|F|1992-09-06|1992-09-18|1992-09-26|NONE|MAIL|final accounts. requests across the furiou|
+2272|90|1|1|18|17821.62|0.04|0.00|R|F|1993-08-01|1993-07-06|1993-08-25|NONE|MAIL|ons along the blithely e|
+2272|34|10|2|40|37361.20|0.07|0.00|A|F|1993-04-25|1993-07-12|1993-05-15|DELIVER IN PERSON|FOB|lithely ir|
+2272|56|4|3|36|34417.80|0.03|0.02|A|F|1993-05-25|1993-05-23|1993-06-09|TAKE BACK RETURN|RAIL|about the ironic packages; quickly iron|
+2272|138|4|4|30|31143.90|0.09|0.07|A|F|1993-07-27|1993-05-15|1993-08-13|NONE|RAIL|quests at the foxes haggle evenly pack|
+2272|76|4|5|12|11712.84|0.03|0.03|A|F|1993-04-19|1993-05-14|1993-04-23|NONE|RAIL| accounts cajole. quickly b|
+2273|184|5|1|34|36862.12|0.02|0.03|N|O|1997-01-08|1997-02-02|1997-01-23|COLLECT COD|MAIL| furiously carefully bold de|
+2273|85|6|2|35|34477.80|0.00|0.05|N|O|1997-01-02|1997-01-19|1997-01-14|NONE|REG AIR|arefully f|
+2273|95|8|3|8|7960.72|0.00|0.04|N|O|1996-12-15|1997-02-27|1997-01-10|NONE|FOB|dependencies. slyly ir|
+2273|161|6|4|20|21223.20|0.06|0.04|N|O|1997-03-05|1997-02-25|1997-04-01|NONE|RAIL|cuses. quickly enticing requests wake |
+2273|162|7|5|18|19118.88|0.07|0.00|N|O|1996-12-16|1997-01-21|1997-01-03|COLLECT COD|TRUCK| beans. doggedly final packages wake|
+2273|155|7|6|16|16882.40|0.10|0.03|N|O|1997-01-10|1997-02-03|1997-02-01|TAKE BACK RETURN|RAIL|furiously above the ironic requests. |
+2273|20|1|7|7|6440.14|0.05|0.05|N|O|1997-02-19|1997-01-22|1997-02-21|TAKE BACK RETURN|TRUCK|ts. furiou|
+2274|12|6|1|18|16416.18|0.04|0.03|R|F|1993-09-06|1993-12-03|1993-09-22|COLLECT COD|SHIP|usly final re|
+2274|111|8|2|23|23255.53|0.04|0.03|R|F|1993-10-28|1993-11-03|1993-11-05|NONE|MAIL|kly special warhorse|
+2274|129|10|3|18|18524.16|0.03|0.06|R|F|1993-09-28|1993-11-22|1993-10-12|DELIVER IN PERSON|SHIP| express packages. even accounts hagg|
+2275|34|5|1|30|28020.90|0.08|0.05|R|F|1993-01-10|1992-11-21|1993-01-22|NONE|REG AIR|re slyly slyly special idea|
+2275|91|4|2|11|10901.99|0.08|0.03|A|F|1993-01-16|1992-12-10|1993-01-25|COLLECT COD|REG AIR|ost across the never express instruction|
+2276|119|9|1|5|5095.55|0.07|0.08|N|O|1996-05-09|1996-06-18|1996-05-13|DELIVER IN PERSON|FOB|ias instea|
+2276|135|1|2|13|13456.69|0.08|0.04|N|O|1996-07-24|1996-06-18|1996-08-16|COLLECT COD|RAIL|arefully ironic foxes cajole q|
+2276|171|2|3|27|28921.59|0.07|0.08|N|O|1996-07-30|1996-06-10|1996-07-31|DELIVER IN PERSON|RAIL|the carefully unusual accoun|
+2276|109|6|4|38|38345.80|0.06|0.03|N|O|1996-07-07|1996-06-28|1996-07-17|COLLECT COD|RAIL|ans. pinto beans boost c|
+2276|153|5|5|50|52657.50|0.03|0.05|N|O|1996-07-13|1996-06-25|1996-07-22|DELIVER IN PERSON|REG AIR| accounts dete|
+2276|6|9|6|4|3624.00|0.10|0.03|N|O|1996-07-05|1996-06-30|1996-08-04|COLLECT COD|FOB|s. deposits |
+2277|137|8|1|38|39410.94|0.03|0.07|R|F|1995-04-23|1995-03-25|1995-05-20|TAKE BACK RETURN|TRUCK|fully bold|
+2277|8|1|2|2|1816.00|0.10|0.08|A|F|1995-02-01|1995-02-04|1995-03-02|TAKE BACK RETURN|AIR|endencies sleep idly pending p|
+2277|198|10|3|4|4392.76|0.05|0.06|R|F|1995-04-27|1995-03-16|1995-04-29|TAKE BACK RETURN|SHIP|. quickly unusual deposi|
+2277|159|4|4|31|32833.65|0.02|0.00|R|F|1995-03-07|1995-03-19|1995-03-26|TAKE BACK RETURN|MAIL|ic instructions detect ru|
+2278|45|2|1|36|34021.44|0.04|0.05|N|O|1998-06-04|1998-06-06|1998-06-30|NONE|TRUCK|y ironic pinto beans br|
+2278|45|2|2|50|47252.00|0.02|0.00|N|O|1998-08-09|1998-07-08|1998-09-05|DELIVER IN PERSON|RAIL|into beans. blit|
+2278|97|9|3|22|21935.98|0.03|0.00|N|O|1998-05-15|1998-07-14|1998-06-04|TAKE BACK RETURN|REG AIR|ep regular accounts. blithely even|
+2279|14|5|1|12|10968.12|0.07|0.08|A|F|1993-05-10|1993-03-25|1993-06-02|COLLECT COD|REG AIR|lets across the excuses nag quickl|
+2279|41|2|2|38|35759.52|0.08|0.07|R|F|1993-06-09|1993-04-06|1993-06-26|COLLECT COD|TRUCK|s above the furiously express dep|
+2279|4|7|3|3|2712.00|0.09|0.04|A|F|1993-05-31|1993-05-07|1993-06-05|COLLECT COD|REG AIR|ing foxes above the even accounts use slyly|
+2279|52|4|4|42|39986.10|0.02|0.00|R|F|1993-02-28|1993-04-25|1993-03-02|TAKE BACK RETURN|REG AIR| above the furiously ironic deposits. |
+2279|169|8|5|9|9622.44|0.05|0.04|R|F|1993-05-21|1993-03-29|1993-06-17|DELIVER IN PERSON|MAIL|ns cajole after the final platelets. s|
+2279|147|10|6|12|12565.68|0.02|0.00|R|F|1993-05-04|1993-04-26|1993-05-28|DELIVER IN PERSON|FOB|ccounts. slyl|
+2279|119|9|7|32|32611.52|0.05|0.05|A|F|1993-04-20|1993-05-22|1993-05-18|DELIVER IN PERSON|RAIL|re quickly. furiously ironic ide|
+2304|200|2|1|42|46208.40|0.00|0.01|A|F|1994-01-20|1994-03-04|1994-02-05|COLLECT COD|RAIL|quests are blithely alongside of|
+2304|19|9|2|48|44112.48|0.00|0.00|R|F|1994-02-12|1994-02-16|1994-03-10|COLLECT COD|REG AIR| deposits cajole blithely e|
+2304|48|9|3|3|2844.12|0.00|0.05|R|F|1994-03-19|1994-03-04|1994-03-20|DELIVER IN PERSON|AIR|l excuses after the ev|
+2305|174|4|1|3|3222.51|0.00|0.01|A|F|1993-03-24|1993-04-05|1993-03-29|NONE|AIR|kages haggle quickly across the blithely |
+2305|60|8|2|39|37442.34|0.07|0.00|R|F|1993-04-16|1993-04-17|1993-04-22|COLLECT COD|MAIL|ms after the foxes |
+2305|102|3|3|32|32067.20|0.03|0.06|A|F|1993-04-02|1993-03-18|1993-04-03|NONE|AIR| haggle caref|
+2305|112|3|4|17|17205.87|0.00|0.05|A|F|1993-02-21|1993-03-30|1993-03-19|TAKE BACK RETURN|MAIL| carefully alongside of |
+2305|155|7|5|26|27433.90|0.06|0.07|A|F|1993-05-14|1993-02-28|1993-06-04|NONE|SHIP|arefully final theodo|
+2305|51|3|6|7|6657.35|0.06|0.00|R|F|1993-05-15|1993-04-25|1993-06-09|DELIVER IN PERSON|RAIL|gular deposits boost about the foxe|
+2306|196|9|1|50|54809.50|0.09|0.01|N|O|1995-07-27|1995-09-26|1995-08-06|DELIVER IN PERSON|FOB|y quickly |
+2306|149|2|2|39|40916.46|0.04|0.00|N|O|1995-09-07|1995-09-13|1995-10-03|COLLECT COD|SHIP|f the slyly unusual accounts. furiousl|
+2306|178|6|3|35|37735.95|0.01|0.07|N|O|1995-08-18|1995-08-30|1995-08-20|TAKE BACK RETURN|RAIL|raids along the furiously unusual asympto|
+2306|119|3|4|21|21401.31|0.06|0.01|N|O|1995-10-07|1995-09-18|1995-10-17|COLLECT COD|MAIL| ironic pinto |
+2306|142|9|5|42|43769.88|0.04|0.07|N|O|1995-09-05|1995-08-25|1995-09-28|COLLECT COD|MAIL|furiously final acco|
+2306|124|5|6|29|29699.48|0.00|0.03|N|O|1995-11-01|1995-09-01|1995-11-22|DELIVER IN PERSON|REG AIR|uld have to mold. s|
+2306|176|4|7|19|20447.23|0.07|0.01|N|O|1995-11-17|1995-09-06|1995-11-30|DELIVER IN PERSON|AIR|tainments nag furiously carefull|
+2307|142|9|1|24|25011.36|0.10|0.05|R|F|1993-10-07|1993-08-05|1993-10-20|COLLECT COD|AIR|stealthily special packages nag a|
+2307|140|6|2|2|2080.28|0.01|0.00|A|F|1993-09-21|1993-08-22|1993-10-03|COLLECT COD|SHIP|ously. furiously furious requ|
+2307|34|10|3|7|6538.21|0.07|0.04|R|F|1993-08-03|1993-09-04|1993-08-28|DELIVER IN PERSON|AIR|ven instructions wake fluffily |
+2307|165|6|4|19|20238.04|0.08|0.06|R|F|1993-10-23|1993-09-09|1993-11-09|TAKE BACK RETURN|TRUCK|olites haggle furiously around the |
+2307|143|4|5|7|7301.98|0.01|0.06|R|F|1993-09-01|1993-08-08|1993-09-29|NONE|AIR| packages cajo|
+2308|118|9|1|24|24434.64|0.06|0.04|R|F|1993-02-23|1992-12-24|1993-03-10|NONE|MAIL|ts sleep. busy excuses along the s|
+2308|56|1|2|36|34417.80|0.05|0.06|A|F|1992-11-11|1992-11-27|1992-11-23|NONE|MAIL|ong the pending hockey players. blithe|
+2309|170|7|1|14|14982.38|0.10|0.03|N|O|1996-01-01|1995-10-22|1996-01-23|NONE|AIR|asymptotes. furiously pending acco|
+2309|169|8|2|1|1069.16|0.01|0.05|N|O|1995-12-08|1995-11-03|1995-12-31|COLLECT COD|RAIL|eposits alongside of the final re|
+2309|15|2|3|5|4575.05|0.01|0.00|N|O|1995-12-10|1995-10-29|1996-01-06|TAKE BACK RETURN|SHIP|s. requests wake blithely specia|
+2309|139|10|4|46|47799.98|0.08|0.04|N|O|1995-10-02|1995-10-30|1995-10-30|NONE|REG AIR|sly according to the carefully |
+2309|137|3|5|9|9334.17|0.00|0.07|N|O|1995-12-21|1995-10-10|1996-01-20|COLLECT COD|AIR|ding, unusual instructions. dep|
+2309|195|8|6|21|22998.99|0.09|0.00|N|O|1995-11-05|1995-11-07|1995-11-22|NONE|AIR|unts around the dolphins ar|
+2309|138|4|7|48|49830.24|0.03|0.05|N|O|1995-10-21|1995-11-21|1995-11-09|NONE|MAIL|ccounts. id|
+2310|58|6|1|36|34489.80|0.03|0.03|N|O|1996-10-09|1996-10-28|1996-10-29|TAKE BACK RETURN|RAIL|iously against the slyly special accounts|
+2310|171|2|2|6|6427.02|0.07|0.01|N|O|1996-11-08|1996-12-09|1996-12-07|COLLECT COD|REG AIR|e slyly about the quickly ironic theodo|
+2310|42|1|3|48|45217.92|0.08|0.02|N|O|1996-10-04|1996-11-20|1996-10-25|TAKE BACK RETURN|FOB|ep slyly alongside of the |
+2311|141|8|1|18|18740.52|0.01|0.01|N|F|1995-06-11|1995-06-18|1995-07-02|NONE|FOB| fluffily even patterns haggle blithely. re|
+2311|122|1|2|49|50083.88|0.09|0.02|R|F|1995-05-14|1995-07-11|1995-05-20|COLLECT COD|FOB|ideas sleep|
+2311|54|5|3|15|14310.75|0.08|0.04|N|O|1995-06-23|1995-06-06|1995-07-09|COLLECT COD|AIR|ve the blithely pending accounts. furio|
+2311|90|1|4|42|41583.78|0.01|0.06|R|F|1995-06-03|1995-06-27|1995-06-11|DELIVER IN PERSON|MAIL|gle furiously. bold |
+2311|47|10|5|1|947.04|0.05|0.02|A|F|1995-06-07|1995-06-20|1995-06-10|NONE|AIR|ptotes. furiously regular theodolite|
+2311|12|9|6|32|29184.32|0.01|0.03|N|O|1995-07-19|1995-06-26|1995-07-26|NONE|RAIL|sts along the slyly|
+2336|193|5|1|20|21863.80|0.01|0.03|N|O|1996-03-12|1996-02-25|1996-03-18|NONE|REG AIR|across the fi|
+2337|45|2|1|49|46306.96|0.06|0.05|N|O|1997-08-08|1997-08-15|1997-08-31|TAKE BACK RETURN|FOB| along the packages. furiously p|
+2338|52|7|1|30|28561.50|0.07|0.06|N|O|1997-12-10|1997-10-15|1997-12-11|TAKE BACK RETURN|REG AIR|ould have to nag quickly|
+2339|192|3|1|22|24028.18|0.03|0.03|A|F|1994-01-06|1994-03-06|1994-01-10|NONE|FOB| furiously above |
+2339|30|5|2|28|26040.84|0.00|0.00|R|F|1994-01-25|1994-01-22|1994-01-28|DELIVER IN PERSON|RAIL|e bold, even packag|
+2339|117|4|3|13|13222.43|0.06|0.08|R|F|1994-03-10|1994-02-18|1994-03-20|TAKE BACK RETURN|REG AIR|ges. blithely special depend|
+2340|138|4|1|9|9343.17|0.08|0.02|N|O|1996-05-01|1996-02-24|1996-05-16|COLLECT COD|RAIL|. carefully ironic|
+2340|193|5|2|21|22956.99|0.06|0.02|N|O|1996-01-17|1996-03-04|1996-01-29|DELIVER IN PERSON|SHIP| asymptotes. unusual theo|
+2341|47|10|1|12|11364.48|0.08|0.03|R|F|1993-06-06|1993-07-08|1993-06-17|DELIVER IN PERSON|FOB|. quickly final deposits sl|
+2341|71|10|2|37|35929.59|0.07|0.08|A|F|1993-09-23|1993-07-25|1993-10-14|DELIVER IN PERSON|RAIL|was blithel|
+2341|195|8|3|8|8761.52|0.03|0.07|R|F|1993-06-08|1993-07-09|1993-06-10|COLLECT COD|FOB|ns affix above the iron|
+2342|42|1|1|12|11304.48|0.00|0.08|N|O|1996-07-31|1996-07-26|1996-08-14|NONE|TRUCK|print blithely even deposits. carefull|
+2342|117|1|2|24|24410.64|0.10|0.06|N|O|1996-09-30|1996-07-22|1996-10-28|TAKE BACK RETURN|AIR|nstructions c|
+2342|170|1|3|50|53508.50|0.10|0.01|N|O|1996-08-28|1996-07-18|1996-09-22|COLLECT COD|RAIL|cial asymptotes pr|
+2342|36|7|4|1|936.03|0.04|0.06|N|O|1996-08-31|1996-08-09|1996-09-07|DELIVER IN PERSON|REG AIR|ffily. unusual pinto beans wake c|
+2342|27|2|5|22|20394.44|0.08|0.01|N|O|1996-08-10|1996-08-02|1996-08-31|DELIVER IN PERSON|AIR|s. ironic |
+2343|110|1|1|27|27272.97|0.00|0.00|N|O|1995-11-10|1995-11-17|1995-12-10|TAKE BACK RETURN|SHIP|old theodolites.|
+2343|66|1|2|35|33812.10|0.03|0.06|N|O|1995-10-24|1995-11-09|1995-10-26|COLLECT COD|TRUCK|ges haggle furiously carefully regular req|
+2343|179|7|3|21|22662.57|0.00|0.03|N|O|1995-09-07|1995-10-26|1995-10-07|TAKE BACK RETURN|RAIL|osits. unusual theodolites boost furio|
+2368|152|3|1|16|16834.40|0.04|0.03|R|F|1993-10-31|1993-10-22|1993-11-06|NONE|REG AIR|telets wake carefully iro|
+2368|14|5|2|32|29248.32|0.03|0.00|R|F|1993-09-23|1993-10-07|1993-09-27|COLLECT COD|TRUCK|gular courts use blithely around the|
+2368|149|6|3|39|40916.46|0.08|0.03|R|F|1993-09-03|1993-09-20|1993-09-28|COLLECT COD|RAIL|ng the doggedly ironic requests are blithe|
+2368|156|8|4|17|17954.55|0.10|0.08|A|F|1993-10-03|1993-09-27|1993-10-05|NONE|FOB|fily. slyly final ideas alongside o|
+2369|24|7|1|30|27720.60|0.05|0.04|N|O|1997-04-23|1997-02-12|1997-05-21|COLLECT COD|REG AIR|pecial deposits sleep. blithely unusual w|
+2369|169|10|2|47|50250.52|0.10|0.02|N|O|1997-01-02|1997-02-18|1997-01-13|COLLECT COD|RAIL| to the regular dep|
+2370|46|3|1|3|2838.12|0.03|0.07|R|F|1994-03-24|1994-03-26|1994-04-15|COLLECT COD|SHIP|ly regular Tiresia|
+2370|2|5|2|24|21648.00|0.00|0.05|A|F|1994-05-15|1994-04-09|1994-06-12|NONE|REG AIR|final depen|
+2370|61|2|3|32|30753.92|0.05|0.02|A|F|1994-04-24|1994-03-03|1994-05-15|DELIVER IN PERSON|MAIL|ies since the final deposits|
+2370|6|3|4|21|19026.00|0.04|0.01|R|F|1994-02-01|1994-02-19|1994-02-09|TAKE BACK RETURN|MAIL|ecial dependencies must have to |
+2371|159|4|1|37|39188.55|0.05|0.05|N|O|1998-02-11|1998-03-24|1998-02-27|DELIVER IN PERSON|TRUCK|s boost fluffil|
+2371|35|1|2|21|19635.63|0.00|0.05|N|O|1998-04-14|1998-02-14|1998-04-18|COLLECT COD|AIR|gle furiously regu|
+2371|101|4|3|11|11012.10|0.05|0.02|N|O|1998-02-25|1998-04-06|1998-03-23|TAKE BACK RETURN|TRUCK|requests. regular pinto beans wake. car|
+2371|43|6|4|33|31120.32|0.05|0.08|N|O|1998-03-30|1998-02-06|1998-04-05|DELIVER IN PERSON|AIR|deas are. express r|
+2371|165|2|5|22|23433.52|0.02|0.05|N|O|1998-03-26|1998-03-19|1998-04-16|DELIVER IN PERSON|REG AIR|y daring accounts. regular ins|
+2371|86|7|6|39|38457.12|0.05|0.03|N|O|1998-04-01|1998-03-13|1998-04-27|NONE|REG AIR|tructions. regular, stealthy packages wak|
+2371|36|2|7|32|29952.96|0.07|0.07|N|O|1998-02-15|1998-04-03|1998-02-23|NONE|REG AIR|the ruthless accounts. |
+2372|43|4|1|42|39607.68|0.08|0.02|N|O|1998-01-04|1998-01-02|1998-02-02|COLLECT COD|REG AIR|lar packages. regular|
+2372|3|10|2|17|15351.00|0.07|0.01|N|O|1997-12-17|1998-01-17|1997-12-25|NONE|RAIL|xcuses. slyly ironic theod|
+2372|164|1|3|12|12769.92|0.04|0.04|N|O|1998-03-21|1997-12-21|1998-04-12|DELIVER IN PERSON|SHIP|lyly according to|
+2372|122|1|4|4|4088.48|0.00|0.07|N|O|1997-12-14|1997-12-28|1997-12-16|TAKE BACK RETURN|REG AIR|e carefully blithely even epitaphs. r|
+2372|20|7|5|5|4600.10|0.02|0.04|N|O|1998-02-08|1998-01-18|1998-03-02|TAKE BACK RETURN|RAIL|ets against the |
+2372|189|10|6|11|11980.98|0.02|0.06|N|O|1998-02-14|1998-01-18|1998-03-10|TAKE BACK RETURN|FOB| silent, pending de|
+2372|57|8|7|19|18183.95|0.01|0.06|N|O|1997-12-26|1998-02-19|1998-01-02|COLLECT COD|SHIP| beans haggle sometimes|
+2373|191|5|1|17|18550.23|0.02|0.01|R|F|1994-03-29|1994-05-19|1994-04-20|COLLECT COD|AIR|auternes. blithely even pinto bea|
+2373|136|2|2|3|3108.39|0.08|0.08|R|F|1994-05-15|1994-06-10|1994-06-04|COLLECT COD|TRUCK|dependencies wake ironical|
+2373|141|8|3|29|30193.06|0.05|0.02|A|F|1994-06-01|1994-05-14|1994-06-17|NONE|TRUCK|yly silent ideas affix furiousl|
+2373|91|5|4|5|4955.45|0.10|0.01|R|F|1994-06-02|1994-05-03|1994-06-21|NONE|REG AIR|uffily blithely ironic requests|
+2374|118|2|1|41|41742.51|0.07|0.00|A|F|1994-01-27|1993-12-11|1994-02-12|TAKE BACK RETURN|RAIL|heodolites. requests|
+2374|160|2|2|24|25443.84|0.07|0.08|A|F|1994-02-02|1994-01-12|1994-02-04|DELIVER IN PERSON|TRUCK|. requests are above t|
+2374|61|8|3|2|1922.12|0.06|0.02|R|F|1993-12-30|1994-01-24|1994-01-02|COLLECT COD|FOB|, unusual ideas. deposits cajole quietl|
+2374|74|5|4|28|27273.96|0.04|0.08|R|F|1994-02-19|1993-12-16|1994-03-15|COLLECT COD|MAIL|ets cajole fu|
+2374|1|2|5|25|22525.00|0.08|0.00|A|F|1993-11-26|1993-12-15|1993-12-10|COLLECT COD|RAIL|refully pending d|
+2375|168|9|1|3|3204.48|0.02|0.08|N|O|1997-02-14|1996-12-25|1997-02-22|COLLECT COD|RAIL|slyly across the furiously e|
+2375|132|8|2|9|9289.17|0.09|0.02|N|O|1997-02-17|1996-12-27|1997-02-27|DELIVER IN PERSON|MAIL|ly against the packages. bold pinto bean|
+2375|47|4|3|26|24623.04|0.02|0.06|N|O|1997-03-18|1997-02-02|1997-03-29|TAKE BACK RETURN|TRUCK|rate across the|
+2375|5|8|4|5|4525.00|0.01|0.00|N|O|1997-01-31|1997-01-25|1997-02-22|COLLECT COD|REG AIR|final packages cajole according to the furi|
+2375|88|9|5|42|41499.36|0.01|0.08|N|O|1997-01-24|1997-02-15|1997-02-07|DELIVER IN PERSON|FOB|apades. idea|
+2375|126|7|6|20|20522.40|0.09|0.08|N|O|1996-12-01|1996-12-26|1996-12-19|TAKE BACK RETURN|SHIP|ckages! blithely enticing deposi|
+2400|103|6|1|48|48148.80|0.01|0.02|N|O|1998-10-07|1998-08-30|1998-11-03|DELIVER IN PERSON|MAIL|fore the car|
+2400|90|1|2|1|990.09|0.04|0.07|N|O|1998-08-18|1998-09-12|1998-09-11|NONE|MAIL|silent deposits serve furious|
+2400|53|5|3|23|21920.15|0.02|0.08|N|O|1998-08-05|1998-08-28|1998-08-30|NONE|SHIP|tions. fluffily ironic platelets cajole c|
+2400|17|7|4|23|21091.23|0.09|0.04|N|O|1998-10-04|1998-10-04|1998-10-31|NONE|RAIL|ages lose carefully around the regula|
+2401|182|3|1|39|42205.02|0.00|0.03|N|O|1997-09-29|1997-10-21|1997-10-17|DELIVER IN PERSON|FOB|ould affix |
+2401|3|8|2|49|44247.00|0.05|0.07|N|O|1997-09-02|1997-09-11|1997-09-13|TAKE BACK RETURN|AIR|lites cajole carefully |
+2402|86|7|1|43|42401.44|0.03|0.08|N|O|1996-09-17|1996-11-20|1996-09-22|DELIVER IN PERSON|RAIL|slyly slyly blithe sheaves|
+2402|152|4|2|24|25251.60|0.02|0.05|N|O|1996-11-21|1996-10-19|1996-11-29|DELIVER IN PERSON|SHIP|as; blithely ironic requ|
+2403|83|4|1|34|33424.72|0.04|0.07|N|O|1998-05-30|1998-06-19|1998-06-05|NONE|REG AIR| slyly bold re|
+2403|152|4|2|19|19990.85|0.08|0.07|N|O|1998-04-20|1998-07-02|1998-05-13|DELIVER IN PERSON|FOB|sits. ironic in|
+2403|193|4|3|27|29516.13|0.05|0.03|N|O|1998-07-27|1998-07-08|1998-08-03|NONE|SHIP|deposits sleep slyly special theodolit|
+2403|31|2|4|30|27930.90|0.05|0.06|N|O|1998-08-08|1998-06-17|1998-08-20|NONE|TRUCK|ackages sleep furiously pendin|
+2404|147|10|1|36|37697.04|0.07|0.00|N|O|1997-03-27|1997-05-16|1997-04-06|COLLECT COD|REG AIR|s nag furi|
+2404|36|2|2|1|936.03|0.02|0.04|N|O|1997-05-22|1997-06-06|1997-05-28|DELIVER IN PERSON|MAIL|from the final orbits? even pinto beans hag|
+2404|18|5|3|41|37638.41|0.02|0.06|N|O|1997-06-12|1997-05-03|1997-07-12|NONE|AIR| dolphins are|
+2404|57|8|4|19|18183.95|0.09|0.03|N|O|1997-05-07|1997-05-24|1997-05-24|TAKE BACK RETURN|SHIP|cuses. quickly even in|
+2404|4|9|5|18|16272.00|0.00|0.04|N|O|1997-06-25|1997-05-06|1997-07-02|NONE|RAIL|packages. even requests according to |
+2405|89|10|1|18|17803.44|0.09|0.07|N|O|1997-01-23|1997-03-10|1997-02-03|COLLECT COD|REG AIR|carefully ironic accounts. slyly |
+2405|27|10|2|30|27810.60|0.10|0.08|N|O|1997-03-24|1997-03-10|1997-04-14|TAKE BACK RETURN|AIR|y final deposits are slyly caref|
+2405|17|8|3|49|44933.49|0.00|0.06|N|O|1996-12-24|1997-03-23|1997-01-01|TAKE BACK RETURN|FOB|cial requests. ironic, regu|
+2405|177|7|4|23|24774.91|0.08|0.05|N|O|1996-12-28|1997-01-29|1997-01-07|NONE|AIR|t wake blithely blithely regular idea|
+2406|170|5|1|18|19263.06|0.07|0.05|N|O|1997-02-17|1996-12-25|1997-02-19|COLLECT COD|MAIL|azzle furiously careful|
+2406|41|8|2|40|37641.60|0.02|0.07|N|O|1997-01-09|1996-12-02|1997-01-16|NONE|SHIP|gular accounts caj|
+2406|50|1|3|16|15200.80|0.07|0.03|N|O|1996-10-31|1996-11-28|1996-11-08|TAKE BACK RETURN|SHIP| special accou|
+2406|146|9|4|34|35568.76|0.07|0.06|N|O|1996-12-01|1996-12-07|1996-12-16|NONE|AIR|hinly even accounts are slyly q|
+2406|187|8|5|25|27179.50|0.08|0.02|N|O|1996-12-03|1996-12-14|1996-12-26|COLLECT COD|MAIL|al, regular in|
+2406|59|4|6|22|21099.10|0.05|0.02|N|O|1996-11-22|1997-01-17|1996-12-15|NONE|TRUCK|hely even foxes unwind furiously aga|
+2406|60|2|7|30|28801.80|0.07|0.07|N|O|1997-01-17|1997-01-12|1997-01-22|TAKE BACK RETURN|TRUCK| final pinto beans han|
+2407|64|3|1|14|13496.84|0.04|0.02|N|O|1998-10-10|1998-08-25|1998-10-27|NONE|FOB|l dependencies s|
+2407|166|7|2|9|9595.44|0.07|0.05|N|O|1998-08-06|1998-08-11|1998-08-20|TAKE BACK RETURN|TRUCK|ts. special deposits are closely.|
+2407|131|2|3|39|40214.07|0.02|0.02|N|O|1998-08-20|1998-09-12|1998-08-22|DELIVER IN PERSON|MAIL|iously final deposits solv|
+2407|91|4|4|10|9910.90|0.01|0.07|N|O|1998-08-14|1998-09-10|1998-08-29|COLLECT COD|FOB| pending instructions. theodolites x-|
+2407|198|1|5|14|15374.66|0.04|0.05|N|O|1998-09-24|1998-08-18|1998-10-06|DELIVER IN PERSON|FOB|tructions wake stealt|
+2407|71|9|6|18|17479.26|0.04|0.01|N|O|1998-10-03|1998-08-30|1998-10-19|TAKE BACK RETURN|MAIL| wake carefully. fluffily |
+2407|161|8|7|7|7428.12|0.07|0.03|N|O|1998-09-11|1998-08-15|1998-09-30|TAKE BACK RETURN|MAIL|totes are carefully accordin|
+2432|50|3|1|30|28501.50|0.03|0.02|N|O|1996-09-05|1996-10-10|1996-10-05|TAKE BACK RETURN|TRUCK| requests wake alongside of|
+2432|162|3|2|8|8497.28|0.07|0.01|N|O|1996-10-16|1996-10-01|1996-11-13|COLLECT COD|RAIL|s about the bold, close deposit|
+2432|109|2|3|13|13118.30|0.07|0.06|N|O|1996-09-03|1996-10-10|1996-10-03|NONE|RAIL|arefully about the caref|
+2432|13|4|4|14|12782.14|0.00|0.06|N|O|1996-08-18|1996-09-04|1996-08-27|TAKE BACK RETURN|RAIL|riously regular packages. p|
+2433|87|8|1|39|38496.12|0.01|0.04|R|F|1994-11-20|1994-09-23|1994-12-10|DELIVER IN PERSON|SHIP|ly final asy|
+2433|134|5|2|20|20682.60|0.05|0.06|A|F|1994-12-09|1994-10-20|1994-12-15|COLLECT COD|REG AIR|lithely blithely final ide|
+2433|157|2|3|38|40171.70|0.08|0.03|A|F|1994-10-15|1994-10-23|1994-11-06|DELIVER IN PERSON|SHIP|. slyly regular requests sle|
+2433|121|6|4|43|43908.16|0.01|0.05|A|F|1994-10-16|1994-10-23|1994-11-08|DELIVER IN PERSON|RAIL|ular requests. slyly even pa|
+2433|108|1|5|3|3024.30|0.06|0.02|A|F|1994-11-08|1994-09-24|1994-11-17|COLLECT COD|AIR|usly pending depos|
+2434|95|6|1|1|995.09|0.01|0.06|N|O|1997-08-02|1997-05-28|1997-08-19|TAKE BACK RETURN|MAIL| furiously express packages. ironic, pend|
+2434|127|10|2|39|40057.68|0.09|0.05|N|O|1997-06-10|1997-06-08|1997-07-03|COLLECT COD|RAIL|r deposits sleep furiou|
+2434|130|3|3|28|28843.64|0.02|0.05|N|O|1997-06-28|1997-06-26|1997-07-15|COLLECT COD|RAIL|ven theodolites around the slyly|
+2434|168|9|4|49|52339.84|0.00|0.05|N|O|1997-08-08|1997-07-23|1997-08-27|DELIVER IN PERSON|FOB| after the requests haggle bold, fina|
+2435|39|10|1|8|7512.24|0.08|0.03|A|F|1993-06-08|1993-04-04|1993-06-29|COLLECT COD|SHIP|e fluffily quickly final accounts. care|
+2435|49|2|2|43|40808.72|0.03|0.08|A|F|1993-03-27|1993-05-20|1993-04-18|DELIVER IN PERSON|TRUCK|alongside of the s|
+2435|12|9|3|24|21888.24|0.07|0.08|R|F|1993-03-14|1993-05-20|1993-03-26|DELIVER IN PERSON|SHIP|s. carefully regular d|
+2435|156|4|4|22|23235.30|0.02|0.05|R|F|1993-05-23|1993-04-14|1993-06-04|NONE|SHIP|e final, final deposits. carefully regular|
+2435|72|2|5|3|2916.21|0.07|0.07|R|F|1993-06-01|1993-03-25|1993-06-27|DELIVER IN PERSON|FOB| final accounts ar|
+2435|46|9|6|17|16082.68|0.02|0.02|A|F|1993-06-05|1993-05-05|1993-06-14|NONE|TRUCK|cajole aft|
+2435|121|10|7|8|8168.96|0.07|0.02|R|F|1993-05-03|1993-04-02|1993-05-17|COLLECT COD|SHIP|ng the fluffily special foxes nag |
+2436|155|6|1|48|50647.20|0.04|0.02|N|O|1995-10-22|1995-10-22|1995-11-16|DELIVER IN PERSON|FOB|he furiously |
+2436|117|7|2|18|18307.98|0.05|0.03|N|O|1995-10-14|1995-11-21|1995-11-12|TAKE BACK RETURN|TRUCK|y ironic accounts. furiously even packa|
+2436|164|3|3|6|6384.96|0.06|0.08|N|O|1995-10-25|1995-11-30|1995-11-24|DELIVER IN PERSON|RAIL|odolites. ep|
+2437|94|6|1|46|45728.14|0.07|0.04|A|F|1993-08-12|1993-06-16|1993-08-29|NONE|RAIL|e of the bold, dogged requests|
+2437|190|1|2|26|28344.94|0.00|0.04|A|F|1993-06-25|1993-05-22|1993-07-07|DELIVER IN PERSON|REG AIR|lyly regular accounts.|
+2437|2|7|3|23|20746.00|0.01|0.00|A|F|1993-08-15|1993-06-28|1993-08-23|TAKE BACK RETURN|SHIP|s deposits. pendi|
+2437|116|10|4|12|12193.32|0.03|0.08|A|F|1993-04-27|1993-07-01|1993-05-18|TAKE BACK RETURN|FOB|thely regular deposits. ironic fray|
+2437|17|7|5|29|26593.29|0.02|0.06|A|F|1993-05-12|1993-06-10|1993-05-25|NONE|FOB|ress dolphins. furiously fin|
+2437|19|3|6|10|9190.10|0.10|0.06|A|F|1993-05-20|1993-06-23|1993-05-22|TAKE BACK RETURN|MAIL|unts. even, ironic pl|
+2438|165|2|1|45|47932.20|0.01|0.00|A|F|1993-10-27|1993-09-24|1993-11-02|COLLECT COD|REG AIR|en theodolites w|
+2438|13|4|2|31|28303.31|0.08|0.01|R|F|1993-10-16|1993-08-31|1993-11-10|COLLECT COD|REG AIR|t. slyly ironic sh|
+2438|68|7|3|10|9680.60|0.10|0.00|R|F|1993-08-18|1993-08-28|1993-09-08|NONE|SHIP|engage car|
+2438|161|8|4|27|28651.32|0.01|0.02|R|F|1993-07-27|1993-10-01|1993-08-06|TAKE BACK RETURN|FOB|inal accounts. slyly final reques|
+2438|166|3|5|28|29852.48|0.07|0.06|R|F|1993-11-05|1993-08-22|1993-11-22|TAKE BACK RETURN|TRUCK|ctions. bli|
+2438|149|6|6|23|24130.22|0.09|0.02|R|F|1993-10-06|1993-08-17|1993-10-16|DELIVER IN PERSON|MAIL|ely; blithely special pinto beans breach|
+2438|183|4|7|46|49826.28|0.02|0.05|R|F|1993-10-27|1993-08-30|1993-11-14|COLLECT COD|SHIP| ironic requests cajole f|
+2439|164|1|1|2|2128.32|0.09|0.03|N|O|1997-04-14|1997-06-11|1997-05-09|COLLECT COD|MAIL|courts boos|
+2439|144|5|2|5|5220.70|0.07|0.01|N|O|1997-04-23|1997-04-26|1997-04-28|DELIVER IN PERSON|FOB|ites. furiously|
+2439|195|7|3|33|36141.27|0.08|0.05|N|O|1997-06-01|1997-05-15|1997-06-07|TAKE BACK RETURN|FOB|asymptotes wake packages-- furiously|
+2464|49|8|1|10|9490.40|0.05|0.03|N|O|1998-02-04|1997-12-29|1998-02-16|TAKE BACK RETURN|RAIL|slyly final pinto bean|
+2464|101|6|2|20|20022.00|0.01|0.07|N|O|1997-12-26|1998-01-02|1998-01-24|DELIVER IN PERSON|FOB|sts. slyly close ideas shall h|
+2465|68|5|1|27|26137.62|0.05|0.02|N|O|1995-09-05|1995-09-07|1995-09-17|DELIVER IN PERSON|FOB|posits boost carefully unusual instructio|
+2465|51|3|2|34|32335.70|0.02|0.05|N|O|1995-10-02|1995-08-04|1995-10-09|COLLECT COD|RAIL|posits wake. regular package|
+2465|32|3|3|8|7456.24|0.10|0.00|N|O|1995-10-16|1995-08-26|1995-11-07|TAKE BACK RETURN|FOB|s across the express deposits wak|
+2465|148|7|4|45|47166.30|0.03|0.01|N|O|1995-09-27|1995-08-25|1995-10-06|NONE|TRUCK|y silent foxes. final pinto beans above |
+2465|47|4|5|50|47352.00|0.01|0.04|N|O|1995-09-01|1995-09-06|1995-09-18|TAKE BACK RETURN|TRUCK|the pending th|
+2465|124|5|6|20|20482.40|0.03|0.03|N|O|1995-08-16|1995-08-13|1995-09-02|COLLECT COD|FOB|uriously? furiously ironic excu|
+2466|186|7|1|16|17378.88|0.00|0.02|R|F|1994-04-20|1994-04-20|1994-05-09|COLLECT COD|FOB|to beans sl|
+2466|105|8|2|10|10051.00|0.00|0.00|A|F|1994-05-08|1994-04-06|1994-06-05|DELIVER IN PERSON|AIR|sly regular deposits. regular, regula|
+2466|14|1|3|29|26506.29|0.10|0.07|A|F|1994-06-11|1994-04-27|1994-07-10|DELIVER IN PERSON|FOB|ckages. bold requests nag carefully.|
+2466|11|8|4|29|26419.29|0.04|0.04|A|F|1994-04-01|1994-04-20|1994-04-23|DELIVER IN PERSON|MAIL|es boost fluffily ab|
+2466|79|10|5|30|29372.10|0.02|0.01|A|F|1994-04-11|1994-05-02|1994-05-02|DELIVER IN PERSON|REG AIR|. fluffily even pinto beans are idly. f|
+2466|173|2|6|19|20390.23|0.10|0.07|R|F|1994-06-12|1994-04-18|1994-07-12|NONE|MAIL|ccounts cajole a|
+2466|155|7|7|35|36930.25|0.10|0.00|A|F|1994-06-01|1994-05-27|1994-06-21|COLLECT COD|AIR| packages detect carefully: ironically sl|
+2467|133|9|1|7|7231.91|0.00|0.00|N|O|1995-07-28|1995-10-04|1995-08-27|NONE|REG AIR|gular packages cajole |
+2468|94|7|1|46|45728.14|0.00|0.04|N|O|1997-07-16|1997-08-09|1997-08-07|COLLECT COD|SHIP|unusual theodolites su|
+2468|21|10|2|43|39603.86|0.00|0.04|N|O|1997-08-17|1997-08-21|1997-08-30|DELIVER IN PERSON|FOB|uriously eve|
+2468|195|6|3|44|48188.36|0.00|0.03|N|O|1997-10-01|1997-08-02|1997-10-09|TAKE BACK RETURN|RAIL|egular, silent sheave|
+2468|82|3|4|5|4910.40|0.08|0.00|N|O|1997-06-28|1997-08-02|1997-07-22|NONE|MAIL| sleep fluffily acc|
+2468|159|7|5|18|19064.70|0.07|0.00|N|O|1997-07-25|1997-08-26|1997-08-14|DELIVER IN PERSON|REG AIR|cies. fluffily r|
+2469|166|1|1|11|11727.76|0.00|0.04|N|O|1997-02-09|1997-01-26|1997-02-16|NONE|TRUCK|ies wake carefully b|
+2469|114|1|2|16|16225.76|0.07|0.06|N|O|1997-02-19|1997-02-04|1997-03-18|NONE|MAIL|ing asymptotes |
+2469|11|5|3|48|43728.48|0.05|0.06|N|O|1997-01-11|1997-01-03|1997-01-15|TAKE BACK RETURN|AIR|riously even theodolites u|
+2469|88|9|4|35|34582.80|0.06|0.06|N|O|1997-02-04|1997-02-02|1997-02-17|DELIVER IN PERSON|RAIL|ld packages haggle regular frets. fluffily |
+2469|121|4|5|30|30633.60|0.09|0.01|N|O|1996-12-21|1997-01-29|1997-01-02|COLLECT COD|SHIP| accounts. regular theodolites affix fu|
+2469|104|5|6|49|49200.90|0.02|0.02|N|O|1997-03-03|1996-12-26|1997-03-13|NONE|AIR| requests are car|
+2469|127|10|7|8|8216.96|0.02|0.00|N|O|1997-03-15|1997-01-20|1997-04-13|NONE|TRUCK|s. regular|
+2470|110|5|1|12|12121.32|0.06|0.06|N|O|1997-07-12|1997-05-24|1997-07-17|TAKE BACK RETURN|FOB|l accounts. deposits nag daringly. express,|
+2470|100|4|2|50|50005.00|0.03|0.03|N|O|1997-06-02|1997-06-01|1997-06-09|COLLECT COD|AIR| packages |
+2470|64|3|3|10|9640.60|0.05|0.08|N|O|1997-06-20|1997-06-19|1997-06-24|TAKE BACK RETURN|FOB| ironic requests a|
+2470|162|3|4|30|31864.80|0.04|0.08|N|O|1997-08-04|1997-07-13|1997-08-14|DELIVER IN PERSON|AIR|s across the furiously fina|
+2471|84|5|1|37|36410.96|0.05|0.01|N|O|1998-05-28|1998-04-17|1998-06-08|COLLECT COD|TRUCK|ounts mold blithely carefully express depo|
+2496|141|8|1|38|39563.32|0.02|0.07|R|F|1994-03-26|1994-04-06|1994-04-23|COLLECT COD|RAIL| bold accounts. furi|
+2496|23|4|2|39|35997.78|0.03|0.00|R|F|1994-03-23|1994-02-18|1994-04-10|TAKE BACK RETURN|FOB|arefully special dependencies abo|
+2496|189|10|3|36|39210.48|0.09|0.04|R|F|1994-03-27|1994-03-15|1994-04-17|TAKE BACK RETURN|SHIP|ully ironic f|
+2496|24|9|4|30|27720.60|0.04|0.01|A|F|1994-01-27|1994-03-11|1994-01-31|DELIVER IN PERSON|RAIL|ake. ironic foxes cajole quickly. fu|
+2497|12|2|1|34|31008.34|0.02|0.03|R|F|1992-09-02|1992-10-19|1992-09-12|COLLECT COD|AIR|ronic accounts. p|
+2497|77|7|2|15|14656.05|0.09|0.02|A|F|1992-12-23|1992-11-20|1993-01-18|DELIVER IN PERSON|SHIP|sly against the|
+2497|34|5|3|28|26152.84|0.02|0.08|A|F|1992-12-02|1992-11-21|1992-12-04|DELIVER IN PERSON|REG AIR|ouches. special, regular requests|
+2497|144|5|4|48|50118.72|0.06|0.05|A|F|1992-09-29|1992-11-13|1992-10-19|TAKE BACK RETURN|AIR| even, regular requests across |
+2497|175|5|5|28|30104.76|0.04|0.05|A|F|1992-11-10|1992-09-30|1992-11-18|DELIVER IN PERSON|MAIL|hely bold ideas. unusual instructions ac|
+2497|71|2|6|19|18450.33|0.05|0.08|A|F|1992-11-10|1992-11-20|1992-12-05|TAKE BACK RETURN|TRUCK| instructions? carefully daring accounts|
+2498|143|2|1|48|50070.72|0.10|0.01|R|F|1993-11-25|1994-01-09|1993-12-24|DELIVER IN PERSON|RAIL|onic requests wake|
+2499|150|3|1|15|15752.25|0.04|0.06|N|O|1995-12-21|1995-12-06|1996-01-19|DELIVER IN PERSON|FOB| slyly across the slyly|
+2499|46|3|2|48|45409.92|0.09|0.03|N|O|1995-10-14|1995-12-12|1995-11-11|DELIVER IN PERSON|AIR|ronic ideas cajole quickly requests. caref|
+2499|133|9|3|31|32027.03|0.09|0.05|N|O|1995-12-09|1995-10-28|1996-01-05|COLLECT COD|AIR|to beans across the carefully ironic theodo|
+2499|159|7|4|39|41306.85|0.06|0.02|N|O|1995-10-26|1995-10-27|1995-11-07|TAKE BACK RETURN|SHIP|otes sublat|
+2499|130|9|5|6|6180.78|0.02|0.01|N|O|1995-11-19|1995-12-14|1995-12-08|NONE|SHIP|cording to the|
+2499|119|3|6|12|12229.32|0.04|0.05|N|O|1995-11-18|1995-12-13|1995-11-23|COLLECT COD|REG AIR|le furiously along the r|
+2500|192|3|1|40|43687.60|0.00|0.02|A|F|1992-09-02|1992-09-30|1992-09-06|DELIVER IN PERSON|SHIP|efully unusual dolphins s|
+2500|37|8|2|34|31859.02|0.06|0.02|R|F|1992-10-03|1992-11-11|1992-10-29|DELIVER IN PERSON|TRUCK| stealthy a|
+2500|80|10|3|41|40183.28|0.02|0.00|R|F|1992-09-02|1992-11-11|1992-09-06|DELIVER IN PERSON|RAIL|s could have to integrate after the |
+2500|69|8|4|17|16474.02|0.01|0.02|A|F|1992-09-30|1992-10-16|1992-10-05|DELIVER IN PERSON|REG AIR|encies-- ironic, even packages|
+2501|84|5|1|4|3936.32|0.10|0.06|N|O|1997-07-17|1997-07-27|1997-07-22|COLLECT COD|RAIL|quests. furiously final|
+2501|106|1|2|33|33201.30|0.01|0.04|N|O|1997-07-14|1997-08-09|1997-07-26|NONE|MAIL|leep furiously packages. even sauternes |
+2501|72|2|3|20|19441.40|0.10|0.06|N|O|1997-09-23|1997-07-01|1997-10-03|DELIVER IN PERSON|RAIL|equests. furiou|
+2501|58|10|4|26|24909.30|0.09|0.01|N|O|1997-07-15|1997-08-15|1997-07-28|DELIVER IN PERSON|SHIP|c accounts. express, iron|
+2502|163|4|1|33|35084.28|0.10|0.06|R|F|1993-08-12|1993-07-22|1993-09-04|COLLECT COD|REG AIR|have to print|
+2503|123|2|1|33|33762.96|0.06|0.01|R|F|1993-07-06|1993-08-14|1993-08-02|NONE|SHIP|nal courts integrate according to the|
+2503|65|10|2|28|27021.68|0.06|0.01|R|F|1993-08-08|1993-08-31|1993-08-10|NONE|SHIP|s wake quickly slyly |
+2503|46|7|3|50|47302.00|0.09|0.01|A|F|1993-09-22|1993-08-17|1993-09-29|DELIVER IN PERSON|TRUCK|s around the slyly |
+2503|91|5|4|27|26759.43|0.09|0.00|A|F|1993-07-12|1993-07-24|1993-07-22|DELIVER IN PERSON|TRUCK|lly even p|
+2503|48|5|5|3|2844.12|0.04|0.02|A|F|1993-07-10|1993-09-17|1993-07-19|TAKE BACK RETURN|TRUCK|s cajole. slyly close courts nod f|
+2503|128|7|6|39|40096.68|0.05|0.05|R|F|1993-10-11|1993-09-09|1993-10-16|NONE|MAIL|d carefully fluffily|
+2503|19|6|7|17|15623.17|0.09|0.08|R|F|1993-09-04|1993-07-31|1993-09-23|DELIVER IN PERSON|SHIP|c accounts haggle blithel|
+2528|1|2|1|10|9010.00|0.02|0.03|R|F|1994-12-12|1994-12-29|1994-12-28|COLLECT COD|REG AIR|ely. fluffily even re|
+2528|74|3|2|13|12662.91|0.00|0.03|A|F|1994-11-27|1995-01-20|1994-12-03|TAKE BACK RETURN|REG AIR|ggle furiously. slyly final asympt|
+2528|175|6|3|35|37630.95|0.10|0.00|R|F|1994-12-19|1995-02-04|1995-01-15|NONE|MAIL|, even excuses. even,|
+2528|65|4|4|37|35707.22|0.00|0.01|A|F|1994-12-25|1995-02-02|1994-12-31|COLLECT COD|AIR|ng the pending excuses haggle after the bl|
+2529|131|7|1|4|4124.52|0.07|0.07|N|O|1996-10-19|1996-11-18|1996-10-24|DELIVER IN PERSON|SHIP|al dependencies haggle slyly alongsi|
+2530|21|2|1|9|8289.18|0.09|0.03|R|F|1994-05-10|1994-04-30|1994-05-24|TAKE BACK RETURN|REG AIR|lyly ironic|
+2530|93|7|2|42|41709.78|0.04|0.08|R|F|1994-03-27|1994-05-20|1994-03-29|NONE|RAIL|ng platelets wake s|
+2530|108|1|3|8|8064.80|0.10|0.08|A|F|1994-05-02|1994-05-08|1994-05-24|DELIVER IN PERSON|MAIL|ial asymptotes snooze slyly regular |
+2531|148|7|1|9|9433.26|0.03|0.07|N|O|1996-07-27|1996-07-03|1996-08-01|DELIVER IN PERSON|AIR|t the dogged, un|
+2531|157|2|2|3|3171.45|0.07|0.06|N|O|1996-07-20|1996-06-20|1996-08-10|NONE|MAIL|he quickly ev|
+2531|86|7|3|20|19721.60|0.06|0.04|N|O|1996-07-18|1996-06-25|1996-07-29|TAKE BACK RETURN|TRUCK|into beans. furious|
+2531|191|5|4|36|39282.84|0.08|0.01|N|O|1996-06-11|1996-07-26|1996-06-27|NONE|MAIL|y ironic, bold packages. blithely e|
+2531|56|4|5|28|26769.40|0.03|0.07|N|O|1996-07-06|1996-07-31|1996-07-19|TAKE BACK RETURN|REG AIR|its. busily|
+2531|145|4|6|46|48076.44|0.10|0.08|N|O|1996-07-03|1996-06-27|1996-07-12|TAKE BACK RETURN|REG AIR|e final, bold pains. ir|
+2532|53|4|1|3|2859.15|0.06|0.07|N|O|1995-12-14|1995-11-28|1995-12-15|COLLECT COD|FOB|unusual sentiments. even pinto|
+2532|160|2|2|33|34985.28|0.06|0.05|N|O|1995-11-23|1996-01-04|1995-12-16|DELIVER IN PERSON|TRUCK|rve carefully slyly ironic accounts! fluf|
+2532|135|1|3|1|1035.13|0.00|0.06|N|O|1996-01-27|1995-11-23|1996-01-29|DELIVER IN PERSON|REG AIR|ely final ideas cajole despite the ca|
+2532|78|8|4|50|48903.50|0.02|0.02|N|O|1995-11-13|1996-01-01|1995-11-26|NONE|TRUCK|yly after the fluffily regul|
+2532|114|1|5|9|9126.99|0.09|0.04|N|O|1995-11-30|1995-11-23|1995-12-12|DELIVER IN PERSON|TRUCK|cial ideas haggle slyly pending request|
+2532|150|1|6|20|21003.00|0.09|0.05|N|O|1995-12-02|1995-11-26|1995-12-08|TAKE BACK RETURN|AIR|er the slyly pending|
+2533|54|9|1|36|34345.80|0.06|0.04|N|O|1997-06-10|1997-04-28|1997-07-01|NONE|REG AIR|ss requests sleep neve|
+2533|198|10|2|5|5490.95|0.10|0.04|N|O|1997-05-26|1997-06-02|1997-06-24|NONE|FOB|ccounts. ironic, special accounts boo|
+2533|183|4|3|37|40077.66|0.00|0.08|N|O|1997-05-10|1997-04-26|1997-05-28|COLLECT COD|SHIP| haggle carefully |
+2533|30|5|4|17|15810.51|0.06|0.02|N|O|1997-05-23|1997-05-10|1997-06-18|NONE|FOB|ackages. blith|
+2533|126|1|5|38|38992.56|0.09|0.00|N|O|1997-05-10|1997-06-02|1997-05-28|TAKE BACK RETURN|REG AIR|of the regular accounts. even packages caj|
+2533|184|5|6|20|21683.60|0.05|0.08|N|O|1997-07-04|1997-04-30|1997-07-05|COLLECT COD|FOB|thless excuses are b|
+2533|94|7|7|14|13917.26|0.06|0.04|N|O|1997-07-06|1997-05-08|1997-08-03|COLLECT COD|FOB|ut the pending, special depos|
+2534|139|5|1|29|30134.77|0.07|0.07|N|O|1996-08-09|1996-09-29|1996-08-11|COLLECT COD|TRUCK|ugouts haggle slyly. final|
+2534|27|6|2|49|45423.98|0.08|0.08|N|O|1996-09-01|1996-08-20|1996-09-06|NONE|SHIP|sometimes regular requests. blithely unus|
+2534|1|4|3|50|45050.00|0.10|0.06|N|O|1996-09-25|1996-10-07|1996-10-09|TAKE BACK RETURN|AIR|ideas. deposits use. slyly regular pa|
+2534|75|3|4|43|41928.01|0.09|0.02|N|O|1996-10-25|1996-09-30|1996-11-05|TAKE BACK RETURN|REG AIR|ngly final depos|
+2534|165|2|5|14|14912.24|0.05|0.02|N|O|1996-08-12|1996-09-26|1996-08-28|COLLECT COD|MAIL|eposits doze quickly final|
+2534|116|10|6|12|12193.32|0.02|0.02|N|O|1996-07-29|1996-10-12|1996-08-14|TAKE BACK RETURN|AIR|sual depos|
+2534|173|3|7|17|18243.89|0.02|0.07|N|O|1996-07-22|1996-09-15|1996-08-03|NONE|SHIP|riously regular |
+2535|199|2|1|5|5495.95|0.06|0.01|A|F|1993-09-07|1993-07-25|1993-09-29|DELIVER IN PERSON|REG AIR|, unusual reque|
+2535|39|5|2|12|11268.36|0.08|0.05|A|F|1993-07-17|1993-08-17|1993-07-31|TAKE BACK RETURN|FOB|uses sleep among the packages. excuses |
+2535|54|5|3|5|4770.25|0.09|0.06|R|F|1993-07-28|1993-08-14|1993-08-11|DELIVER IN PERSON|SHIP| across the express requests. silent, eve|
+2535|160|5|4|19|20143.04|0.01|0.02|A|F|1993-06-01|1993-08-01|1993-06-19|DELIVER IN PERSON|FOB|ructions. final requests|
+2535|174|3|5|25|26854.25|0.07|0.04|A|F|1993-07-19|1993-08-07|1993-07-27|NONE|REG AIR|ions believe ab|
+2560|169|10|1|41|43835.56|0.07|0.01|R|F|1992-10-23|1992-11-11|1992-11-22|NONE|SHIP| after the accounts. regular foxes are be|
+2560|4|9|2|27|24408.00|0.00|0.01|R|F|1992-12-03|1992-11-16|1992-12-30|NONE|MAIL| against the carefully|
+2560|46|5|3|31|29327.24|0.01|0.05|A|F|1992-11-14|1992-10-14|1992-12-11|DELIVER IN PERSON|AIR|to beans. blithely regular Tiresias int|
+2560|72|1|4|36|34994.52|0.01|0.02|A|F|1992-10-18|1992-10-30|1992-11-05|TAKE BACK RETURN|MAIL|accounts alongside of the excuses are |
+2560|42|1|5|9|8478.36|0.04|0.02|A|F|1992-10-23|1992-10-29|1992-11-02|COLLECT COD|REG AIR| deposits affix quickly. unusual, eve|
+2560|108|9|6|13|13105.30|0.03|0.06|A|F|1992-09-07|1992-10-21|1992-09-24|COLLECT COD|FOB|slyly final accoun|
+2561|25|4|1|32|29600.64|0.02|0.01|N|O|1998-01-05|1997-12-28|1998-01-26|DELIVER IN PERSON|REG AIR|bold packages wake slyly. slyly|
+2561|98|1|2|5|4990.45|0.07|0.04|N|O|1997-12-27|1998-01-23|1998-01-13|TAKE BACK RETURN|AIR|p ironic, regular pinto beans.|
+2561|173|4|3|47|50438.99|0.04|0.02|N|O|1997-11-19|1998-01-21|1997-12-03|DELIVER IN PERSON|REG AIR|larly pending t|
+2561|108|9|4|39|39315.90|0.08|0.06|N|O|1998-01-20|1997-12-16|1998-02-05|TAKE BACK RETURN|MAIL|equests are furiously against the|
+2561|150|3|5|2|2100.30|0.04|0.08|N|O|1998-03-14|1998-01-21|1998-03-27|DELIVER IN PERSON|TRUCK|s are. silently silent foxes sleep about|
+2561|51|6|6|14|13314.70|0.02|0.03|N|O|1998-03-07|1998-02-04|1998-03-21|COLLECT COD|RAIL|ep unusual, ironic accounts|
+2562|53|5|1|28|26685.40|0.04|0.03|R|F|1992-10-04|1992-09-24|1992-10-09|COLLECT COD|MAIL|ans haggle special, special packages. |
+2562|148|9|2|1|1048.14|0.01|0.06|R|F|1992-10-16|1992-09-18|1992-10-17|NONE|TRUCK| slyly final ideas haggle car|
+2562|66|7|3|25|24151.50|0.05|0.03|A|F|1992-11-23|1992-10-08|1992-12-19|DELIVER IN PERSON|REG AIR| accounts-- silent, unusual ideas a|
+2562|148|1|4|37|38781.18|0.08|0.03|R|F|1992-10-29|1992-10-06|1992-11-09|COLLECT COD|FOB|. slyly regular ideas according to the fl|
+2562|160|8|5|29|30744.64|0.05|0.08|A|F|1992-11-01|1992-09-29|1992-11-13|TAKE BACK RETURN|MAIL|eep against the furiously r|
+2562|50|7|6|17|16150.85|0.01|0.06|A|F|1992-10-15|1992-10-08|1992-10-26|DELIVER IN PERSON|TRUCK|lar pinto beans. blithely ev|
+2563|65|4|1|10|9650.60|0.07|0.04|A|F|1994-01-26|1993-12-19|1994-01-28|DELIVER IN PERSON|AIR|tealthily abo|
+2563|167|4|2|28|29880.48|0.04|0.03|R|F|1994-03-17|1994-02-04|1994-04-13|TAKE BACK RETURN|RAIL|hely regular depe|
+2563|119|9|3|39|39745.29|0.07|0.00|R|F|1994-02-10|1993-12-31|1994-02-19|COLLECT COD|FOB|lent requests should integrate; carefully e|
+2563|90|1|4|50|49504.50|0.01|0.01|A|F|1994-01-26|1994-01-03|1994-02-09|DELIVER IN PERSON|SHIP|ly regular, regular excuses. bold plate|
+2563|15|6|5|42|38430.42|0.06|0.08|R|F|1994-02-21|1994-02-14|1994-03-04|DELIVER IN PERSON|AIR|ymptotes nag furiously slyly even inst|
+2563|121|2|6|5|5105.60|0.10|0.00|R|F|1993-12-27|1993-12-19|1994-01-02|DELIVER IN PERSON|REG AIR| the quickly final theodolite|
+2564|112|3|1|4|4048.44|0.02|0.00|R|F|1994-11-12|1994-10-29|1994-12-04|NONE|MAIL|y express requests sleep furi|
+2565|144|5|1|42|43853.88|0.04|0.08|N|O|1998-04-07|1998-04-02|1998-05-04|NONE|AIR|ngly silent |
+2565|189|10|2|26|28318.68|0.05|0.08|N|O|1998-05-07|1998-04-09|1998-05-15|DELIVER IN PERSON|TRUCK| pinto beans about the slyly regula|
+2565|115|5|3|34|34513.74|0.06|0.06|N|O|1998-03-19|1998-04-12|1998-04-17|DELIVER IN PERSON|SHIP|nstructions was carefu|
+2565|17|7|4|25|22925.25|0.10|0.08|N|O|1998-06-27|1998-05-20|1998-07-13|DELIVER IN PERSON|RAIL|, express accounts. final id|
+2565|76|7|5|26|25377.82|0.08|0.03|N|O|1998-03-05|1998-04-11|1998-03-11|TAKE BACK RETURN|AIR|ites wake. ironic acco|
+2565|141|4|6|48|49974.72|0.08|0.07|N|O|1998-06-18|1998-05-06|1998-07-13|DELIVER IN PERSON|TRUCK|r instructions sleep qui|
+2566|148|5|1|19|19914.66|0.06|0.07|R|F|1992-12-21|1992-11-24|1992-12-22|DELIVER IN PERSON|MAIL|ests. silent|
+2566|181|2|2|42|45409.56|0.08|0.02|R|F|1992-12-20|1992-12-22|1992-12-29|COLLECT COD|MAIL|ously ironic accounts|
+2566|23|8|3|18|16614.36|0.09|0.02|A|F|1992-11-16|1992-12-24|1992-12-16|COLLECT COD|FOB| braids according t|
+2566|42|9|4|3|2826.12|0.05|0.02|A|F|1992-11-04|1992-12-30|1992-12-04|TAKE BACK RETURN|FOB|ckages are ironic Tiresias. furious|
+2566|22|3|5|9|8298.18|0.04|0.03|R|F|1992-12-14|1992-12-28|1992-12-16|NONE|FOB|blithely bold accounts? quickl|
+2566|128|3|6|1|1028.12|0.07|0.03|A|F|1992-10-28|1992-11-20|1992-11-22|TAKE BACK RETURN|AIR|theodolites wake pending|
+2567|26|9|1|39|36114.78|0.03|0.04|N|O|1998-05-10|1998-05-10|1998-05-21|NONE|SHIP|ns. furiously final dependencies cajo|
+2567|112|3|2|50|50605.50|0.06|0.05|N|O|1998-05-05|1998-04-18|1998-05-09|DELIVER IN PERSON|TRUCK|. carefully pending foxes are furi|
+2567|52|10|3|6|5712.30|0.03|0.06|N|O|1998-04-21|1998-04-14|1998-05-11|NONE|RAIL|s cajole regular, final acco|
+2567|158|6|4|50|52907.50|0.05|0.03|N|O|1998-03-27|1998-05-25|1998-04-23|DELIVER IN PERSON|FOB|pinto beans? r|
+2567|81|2|5|46|45129.68|0.07|0.02|N|O|1998-06-02|1998-04-30|1998-06-13|COLLECT COD|AIR|efully pending epitaphs. carefully reg|
+2567|100|3|6|32|32003.20|0.01|0.07|N|O|1998-05-24|1998-04-30|1998-06-14|NONE|RAIL| the even, iro|
+2567|135|6|7|43|44510.59|0.06|0.02|N|O|1998-05-11|1998-04-15|1998-05-29|NONE|RAIL|requests. final courts cajole |
+2592|90|1|1|7|6930.63|0.10|0.04|R|F|1993-03-13|1993-04-25|1993-04-01|NONE|REG AIR| carefully special theodolites integrate |
+2592|66|1|2|2|1932.12|0.10|0.00|A|F|1993-03-24|1993-04-05|1993-04-16|DELIVER IN PERSON|RAIL|side of the b|
+2593|105|2|1|37|37188.70|0.08|0.06|R|F|1993-12-14|1993-10-08|1994-01-04|NONE|SHIP|s wake bravel|
+2593|90|1|2|28|27722.52|0.08|0.03|A|F|1993-10-30|1993-10-18|1993-11-06|DELIVER IN PERSON|SHIP|y even escapades shall|
+2593|128|3|3|6|6168.72|0.04|0.05|A|F|1993-11-28|1993-10-04|1993-12-28|TAKE BACK RETURN|REG AIR|ular packages. re|
+2593|161|10|4|44|46691.04|0.02|0.08|A|F|1993-09-05|1993-10-23|1993-09-29|NONE|RAIL|ents impress furiously; unusual theodoli|
+2593|4|5|5|3|2712.00|0.03|0.00|A|F|1993-12-16|1993-11-01|1993-12-29|COLLECT COD|SHIP|the furiously |
+2593|175|6|6|1|1075.17|0.08|0.08|A|F|1993-11-23|1993-10-25|1993-12-04|DELIVER IN PERSON|RAIL| accounts wake slyly |
+2593|192|5|7|11|12014.09|0.00|0.07|R|F|1993-11-01|1993-11-19|1993-11-28|TAKE BACK RETURN|RAIL|express packages sleep bold re|
+2594|72|3|1|7|6804.49|0.06|0.02|R|F|1993-03-26|1993-03-05|1993-04-24|DELIVER IN PERSON|FOB|arls cajole |
+2594|124|9|2|13|13313.56|0.10|0.05|R|F|1993-02-06|1993-03-01|1993-02-23|TAKE BACK RETURN|TRUCK|fully special accounts use courts|
+2594|126|1|3|24|24626.88|0.03|0.00|A|F|1993-01-31|1993-03-10|1993-02-04|COLLECT COD|REG AIR|lar accounts sleep fur|
+2594|144|7|4|46|48030.44|0.00|0.08|R|F|1993-04-17|1993-03-06|1993-04-21|TAKE BACK RETURN|SHIP|beans. instructions across t|
+2595|61|2|1|42|40364.52|0.08|0.02|N|O|1996-03-24|1996-01-28|1996-04-10|DELIVER IN PERSON|MAIL|ggle furiou|
+2595|88|9|2|30|29642.40|0.05|0.01|N|O|1996-03-05|1996-02-23|1996-03-19|NONE|AIR|ctions. regula|
+2595|24|3|3|19|17556.38|0.01|0.05|N|O|1995-12-23|1996-03-02|1996-01-17|COLLECT COD|MAIL|ns are neve|
+2595|159|1|4|29|30715.35|0.07|0.05|N|O|1996-01-01|1996-02-13|1996-01-18|TAKE BACK RETURN|RAIL|ronic accounts haggle carefully fin|
+2595|86|7|5|30|29582.40|0.09|0.07|N|O|1996-03-16|1996-01-31|1996-04-05|TAKE BACK RETURN|FOB|. final orbits cajole |
+2595|82|3|6|31|30444.48|0.06|0.04|N|O|1996-02-07|1996-02-10|1996-03-05|DELIVER IN PERSON|AIR|tipliers w|
+2596|170|5|1|6|6421.02|0.05|0.01|N|O|1996-12-15|1996-11-02|1996-12-29|TAKE BACK RETURN|TRUCK|ily special re|
+2596|139|10|2|43|44682.59|0.07|0.03|N|O|1996-09-03|1996-10-26|1996-09-15|NONE|FOB|ial packages haggl|
+2596|39|5|3|19|17841.57|0.10|0.00|N|O|1996-09-02|1996-11-03|1996-09-06|COLLECT COD|AIR|ias mold! sp|
+2596|105|6|4|10|10051.00|0.06|0.05|N|O|1996-08-25|1996-11-05|1996-09-13|DELIVER IN PERSON|REG AIR| instructions shall have|
+2597|84|5|1|24|23617.92|0.07|0.00|A|F|1993-05-15|1993-03-06|1993-05-25|TAKE BACK RETURN|FOB|pending packages. enticingly fi|
+2598|7|4|1|12|10884.00|0.00|0.01|N|O|1996-06-17|1996-04-12|1996-06-24|COLLECT COD|TRUCK|express packages nag sly|
+2598|148|7|2|40|41925.60|0.07|0.02|N|O|1996-05-11|1996-05-19|1996-06-08|TAKE BACK RETURN|AIR|the enticing|
+2598|104|9|3|4|4016.40|0.03|0.03|N|O|1996-05-23|1996-05-13|1996-05-25|COLLECT COD|AIR| across the furiously fi|
+2598|23|2|4|19|17537.38|0.02|0.00|N|O|1996-04-09|1996-05-30|1996-04-17|TAKE BACK RETURN|RAIL|nic packages. even accounts|
+2598|106|3|5|12|12073.20|0.01|0.08|N|O|1996-04-14|1996-04-24|1996-04-21|TAKE BACK RETURN|REG AIR|eposits cajol|
+2599|101|4|1|11|11012.10|0.08|0.08|N|O|1997-02-01|1996-12-14|1997-02-27|TAKE BACK RETURN|FOB| express accoun|
+2599|42|5|2|26|24493.04|0.03|0.04|N|O|1996-11-08|1996-12-21|1996-11-24|TAKE BACK RETURN|AIR|nag carefully |
+2599|99|10|3|29|28973.61|0.09|0.03|N|O|1997-01-10|1996-12-10|1997-02-02|COLLECT COD|RAIL|ly express dolphins. special, |
+2624|63|10|1|15|14445.90|0.03|0.07|N|O|1997-02-28|1997-02-19|1997-03-21|DELIVER IN PERSON|AIR|le. quickly pending requests|
+2624|189|10|2|12|13070.16|0.07|0.00|N|O|1997-02-24|1997-02-22|1997-02-27|DELIVER IN PERSON|SHIP|er the quickly unu|
+2625|20|1|1|42|38640.84|0.02|0.04|R|F|1992-10-18|1992-11-17|1992-10-23|DELIVER IN PERSON|AIR| even accounts haggle furiously|
+2626|22|5|1|45|41490.90|0.09|0.04|N|O|1995-11-22|1995-11-01|1995-11-23|NONE|AIR|deposits wake blithely according to |
+2626|175|3|2|2|2150.34|0.05|0.07|N|O|1995-10-19|1995-11-09|1995-10-24|TAKE BACK RETURN|FOB|uffy accounts haggle furiously above|
+2626|154|2|3|40|42166.00|0.05|0.07|N|O|1995-09-28|1995-12-03|1995-10-10|NONE|REG AIR|eans. ironic deposits haggle. depo|
+2627|131|7|1|28|28871.64|0.09|0.02|R|F|1992-05-14|1992-05-09|1992-05-31|COLLECT COD|SHIP|ggedly final excuses nag packages. f|
+2628|106|9|1|44|44268.40|0.07|0.03|R|F|1994-01-11|1994-01-14|1994-01-13|DELIVER IN PERSON|SHIP|lyly final, pending ide|
+2628|106|9|2|14|14085.40|0.01|0.03|A|F|1994-01-28|1993-11-30|1994-02-20|TAKE BACK RETURN|SHIP|g the furiously unusual pi|
+2628|64|9|3|42|40490.52|0.00|0.00|A|F|1993-11-20|1994-01-04|1993-12-19|DELIVER IN PERSON|TRUCK|ld notornis alongside |
+2628|95|7|4|23|22887.07|0.08|0.04|A|F|1993-10-27|1994-01-08|1993-11-12|DELIVER IN PERSON|TRUCK|usual packages sleep about the fina|
+2628|90|1|5|50|49504.50|0.07|0.01|A|F|1994-01-13|1993-12-11|1994-01-14|NONE|AIR|posits serve carefully toward |
+2629|118|9|1|6|6108.66|0.06|0.05|N|O|1998-06-10|1998-05-29|1998-06-13|DELIVER IN PERSON|SHIP|dolites hinder bli|
+2629|124|7|2|31|31747.72|0.08|0.03|N|O|1998-05-24|1998-05-26|1998-06-10|COLLECT COD|AIR|ate blithely bold, regular deposits. bold|
+2629|128|9|3|29|29815.48|0.08|0.07|N|O|1998-07-09|1998-06-17|1998-07-12|TAKE BACK RETURN|AIR|eposits serve unusual, express i|
+2629|70|5|4|33|32012.31|0.06|0.03|N|O|1998-05-29|1998-05-14|1998-05-30|NONE|TRUCK|es. slowly express accounts are along the|
+2630|29|8|1|46|42734.92|0.05|0.03|R|F|1992-11-05|1992-12-17|1992-12-05|TAKE BACK RETURN|MAIL|uests cajole. e|
+2630|57|2|2|8|7656.40|0.09|0.07|A|F|1992-11-16|1993-01-01|1992-12-07|DELIVER IN PERSON|TRUCK|indle fluffily silent, ironic pi|
+2630|173|2|3|45|48292.65|0.08|0.07|A|F|1993-01-04|1993-01-11|1993-01-09|NONE|FOB|edly express ideas. carefully final |
+2630|162|9|4|29|30802.64|0.08|0.07|A|F|1992-12-03|1993-01-04|1992-12-12|DELIVER IN PERSON|SHIP|efully unusual dependencies. even i|
+2631|122|7|1|42|42929.04|0.00|0.03|A|F|1994-01-04|1993-12-01|1994-01-16|TAKE BACK RETURN|SHIP|ect carefully at the furiously final the|
+2631|67|4|2|4|3868.24|0.07|0.06|R|F|1993-11-03|1993-12-17|1993-11-05|COLLECT COD|AIR|special theodolites. a|
+2631|118|8|3|15|15271.65|0.06|0.05|A|F|1993-09-30|1993-11-06|1993-10-13|DELIVER IN PERSON|SHIP|y. furiously even pinto be|
+2656|181|2|1|10|10811.80|0.02|0.06|R|F|1993-06-28|1993-07-04|1993-07-12|TAKE BACK RETURN|TRUCK|s nag regularly about the deposits. slyly|
+2656|137|8|2|38|39410.94|0.07|0.02|A|F|1993-06-25|1993-06-04|1993-07-24|NONE|RAIL|structions wake along the furio|
+2656|2|5|3|19|17138.00|0.03|0.02|R|F|1993-08-03|1993-07-25|1993-08-20|TAKE BACK RETURN|MAIL|ts serve deposi|
+2656|110|3|4|40|40404.40|0.05|0.04|R|F|1993-06-09|1993-07-24|1993-06-21|DELIVER IN PERSON|RAIL|refully final pearls. final ideas wake. qu|
+2657|115|9|1|22|22332.42|0.02|0.03|N|O|1995-12-08|1995-12-28|1995-12-21|TAKE BACK RETURN|MAIL|r ideas. furiously special dolphins|
+2657|165|2|2|15|15977.40|0.08|0.05|N|O|1995-12-09|1995-12-16|1995-12-18|NONE|RAIL|ole carefully above the ironic ideas. b|
+2657|79|9|3|25|24476.75|0.02|0.04|N|O|1995-10-21|1995-12-12|1995-11-09|COLLECT COD|FOB|lly pinto beans. final |
+2657|55|7|4|11|10505.55|0.04|0.08|N|O|1995-11-19|1995-12-11|1995-11-24|COLLECT COD|TRUCK|ckly enticing requests. fur|
+2657|78|9|5|42|41078.94|0.06|0.03|N|O|1996-01-23|1995-11-22|1996-01-25|COLLECT COD|RAIL|ckly slyly even accounts. platelets x-ray|
+2657|194|7|6|31|33919.89|0.01|0.03|N|O|1995-11-10|1995-11-27|1995-12-06|COLLECT COD|RAIL|re blithely |
+2658|132|3|1|41|42317.33|0.05|0.04|N|O|1995-11-07|1995-11-04|1995-12-04|NONE|MAIL|eposits. furiously final theodolite|
+2658|29|4|2|22|20438.44|0.08|0.05|N|O|1995-11-12|1995-11-18|1995-11-14|DELIVER IN PERSON|TRUCK|ts cajole. pending packages affix|
+2658|18|5|3|13|11934.13|0.07|0.06|N|O|1995-10-24|1995-12-12|1995-11-14|COLLECT COD|FOB|s kindle blithely regular accounts.|
+2658|92|5|4|22|21825.98|0.04|0.04|N|O|1995-12-02|1995-11-03|1995-12-26|DELIVER IN PERSON|SHIP| dependencies. blithely pending foxes abou|
+2658|7|8|5|45|40815.00|0.03|0.01|N|O|1995-11-02|1995-11-08|1995-11-29|DELIVER IN PERSON|MAIL|e special requests. quickly ex|
+2658|147|4|6|27|28272.78|0.05|0.07|N|O|1995-09-26|1995-12-08|1995-09-30|NONE|AIR|ecial packages use abov|
+2659|42|1|1|28|26377.12|0.08|0.05|A|F|1994-03-17|1994-01-24|1994-03-19|NONE|FOB|idle tithes|
+2659|43|2|2|21|19803.84|0.00|0.00|A|F|1993-12-23|1994-02-10|1994-01-17|DELIVER IN PERSON|RAIL|y beyond the furiously even co|
+2659|135|1|3|24|24843.12|0.04|0.03|R|F|1994-03-28|1994-02-20|1994-04-05|DELIVER IN PERSON|REG AIR| haggle carefully |
+2659|119|6|4|2|2038.22|0.00|0.08|R|F|1994-02-19|1994-03-12|1994-02-21|NONE|MAIL|sts above the fluffily express fo|
+2659|7|4|5|9|8163.00|0.08|0.03|A|F|1994-02-07|1994-03-17|1994-03-04|DELIVER IN PERSON|AIR|ly final packages sleep ac|
+2660|48|7|1|17|16116.68|0.00|0.05|N|O|1995-08-18|1995-09-13|1995-09-17|NONE|SHIP|al pinto beans wake after the furious|
+2661|178|9|1|31|33423.27|0.03|0.02|N|O|1997-04-07|1997-03-10|1997-04-23|TAKE BACK RETURN|AIR|e ironicall|
+2661|103|8|2|22|22068.20|0.08|0.02|N|O|1997-03-14|1997-03-17|1997-04-08|COLLECT COD|REG AIR| foxes affix quickly ironic request|
+2661|67|6|3|11|10637.66|0.00|0.08|N|O|1997-04-14|1997-02-11|1997-05-05|TAKE BACK RETURN|FOB|equests are a|
+2661|137|8|4|41|42522.33|0.06|0.02|N|O|1997-03-06|1997-03-27|1997-03-15|DELIVER IN PERSON|AIR|iously ironically ironic requests. |
+2662|102|5|1|43|43090.30|0.09|0.07|N|O|1996-11-24|1996-11-04|1996-12-08|NONE|RAIL|. slyly specia|
+2662|128|9|2|8|8224.96|0.02|0.07|N|O|1996-09-10|1996-10-09|1996-09-21|TAKE BACK RETURN|REG AIR|ajole carefully. sp|
+2662|2|5|3|6|5412.00|0.02|0.00|N|O|1996-11-30|1996-09-20|1996-12-03|DELIVER IN PERSON|REG AIR|olites cajole quickly along the b|
+2662|30|1|4|34|31621.02|0.06|0.07|N|O|1996-10-04|1996-11-05|1996-10-19|NONE|SHIP|ding theodolites use carefully. p|
+2663|114|4|1|35|35493.85|0.02|0.01|N|O|1995-12-11|1995-10-16|1996-01-07|TAKE BACK RETURN|REG AIR|tect. slyly fina|
+2688|18|5|1|45|41310.45|0.08|0.08|R|F|1992-05-21|1992-04-14|1992-05-28|NONE|FOB|sits run carefully|
+2688|15|6|2|46|42090.46|0.01|0.01|R|F|1992-05-24|1992-04-01|1992-05-26|COLLECT COD|TRUCK|elets. regular reque|
+2688|89|10|3|30|29672.40|0.05|0.04|A|F|1992-04-18|1992-03-18|1992-05-18|TAKE BACK RETURN|RAIL|ithely final |
+2688|25|10|4|3|2775.06|0.00|0.03|R|F|1992-02-04|1992-03-18|1992-02-24|DELIVER IN PERSON|RAIL|e fluffily |
+2688|59|10|5|22|21099.10|0.02|0.05|R|F|1992-02-09|1992-04-09|1992-02-11|DELIVER IN PERSON|RAIL|press, ironic excuses wake carefully id|
+2688|149|10|6|42|44063.88|0.01|0.01|R|F|1992-04-29|1992-04-04|1992-05-17|TAKE BACK RETURN|FOB|lly even account|
+2689|6|1|1|45|40770.00|0.02|0.04|R|F|1992-04-29|1992-06-22|1992-04-30|COLLECT COD|SHIP|e quickly. carefully silent|
+2690|140|1|1|44|45766.16|0.05|0.06|N|O|1996-05-30|1996-05-19|1996-06-26|NONE|REG AIR|ly alongside of th|
+2690|51|2|2|50|47552.50|0.03|0.03|N|O|1996-06-13|1996-05-22|1996-06-14|DELIVER IN PERSON|MAIL| doubt careful|
+2690|125|6|3|45|46130.40|0.02|0.07|N|O|1996-05-23|1996-06-02|1996-05-29|DELIVER IN PERSON|MAIL|ounts. slyly regular dependencies wa|
+2690|195|6|4|12|13142.28|0.04|0.07|N|O|1996-07-18|1996-06-03|1996-07-25|NONE|AIR|nal, regular atta|
+2690|86|7|5|30|29582.40|0.01|0.08|N|O|1996-05-20|1996-06-01|1996-06-04|TAKE BACK RETURN|SHIP|d accounts above the express req|
+2690|189|10|6|3|3267.54|0.07|0.01|N|O|1996-07-04|1996-05-28|1996-07-06|TAKE BACK RETURN|RAIL|. final reques|
+2690|79|7|7|35|34267.45|0.05|0.06|N|O|1996-07-25|1996-05-14|1996-08-03|COLLECT COD|FOB|y silent pinto be|
+2691|91|3|1|11|10901.99|0.04|0.07|R|F|1992-06-21|1992-06-08|1992-07-09|COLLECT COD|FOB|leep alongside of the accounts. slyly ironi|
+2691|48|7|2|2|1896.08|0.00|0.07|R|F|1992-05-10|1992-06-04|1992-05-11|TAKE BACK RETURN|TRUCK|s cajole at the blithely ironic warthog|
+2691|162|3|3|16|16994.56|0.09|0.03|R|F|1992-06-11|1992-07-29|1992-06-29|NONE|RAIL|bove the even foxes. unusual theodoli|
+2691|166|3|4|1|1066.16|0.08|0.00|A|F|1992-08-11|1992-06-07|1992-08-16|NONE|SHIP|egular instructions b|
+2692|17|1|1|3|2751.03|0.10|0.04|N|O|1998-02-25|1998-01-29|1998-03-27|TAKE BACK RETURN|MAIL|equests. bold, even foxes haggle slyl|
+2692|114|1|2|21|21296.31|0.03|0.05|N|O|1998-03-11|1998-02-11|1998-03-19|NONE|SHIP|posits. final, express requests nag furi|
+2693|9|10|1|26|23634.00|0.04|0.00|N|O|1996-09-14|1996-10-07|1996-10-03|COLLECT COD|MAIL|cajole alo|
+2693|102|3|2|43|43090.30|0.03|0.04|N|O|1996-10-24|1996-10-24|1996-11-03|TAKE BACK RETURN|TRUCK|as are according to th|
+2694|153|1|1|30|31594.50|0.02|0.06|N|O|1996-06-20|1996-06-01|1996-07-15|NONE|TRUCK|oxes. never iro|
+2694|157|2|2|35|37000.25|0.07|0.03|N|O|1996-05-24|1996-06-01|1996-05-25|NONE|RAIL|atelets past the furiously final deposits |
+2694|19|3|3|15|13785.15|0.08|0.02|N|O|1996-06-30|1996-05-01|1996-07-25|TAKE BACK RETURN|REG AIR|e blithely even platelets. special wa|
+2694|20|10|4|12|11040.24|0.00|0.05|N|O|1996-04-24|1996-04-22|1996-05-14|DELIVER IN PERSON|RAIL|foxes atop the hockey pla|
+2694|108|9|5|10|10081.00|0.08|0.08|N|O|1996-06-23|1996-05-28|1996-06-27|COLLECT COD|REG AIR|fluffily fluffy accounts. even packages hi|
+2695|184|5|1|21|22767.78|0.07|0.00|N|O|1996-10-04|1996-11-02|1996-10-21|NONE|MAIL|y regular pinto beans. evenly regular packa|
+2695|19|9|2|44|40436.44|0.09|0.07|N|O|1996-10-05|1996-10-10|1996-11-01|NONE|MAIL|ts. busy platelets boost|
+2695|144|7|3|21|21926.94|0.02|0.07|N|O|1996-09-13|1996-09-25|1996-10-13|NONE|TRUCK|s. furiously ironic platelets ar|
+2695|58|6|4|16|15328.80|0.08|0.08|N|O|1996-11-16|1996-10-05|1996-11-22|NONE|TRUCK|its. theodolites sleep slyly|
+2695|86|7|5|40|39443.20|0.02|0.03|N|O|1996-11-02|1996-10-26|1996-11-14|NONE|FOB|ructions. pending|
+2720|45|6|1|5|4725.20|0.10|0.06|A|F|1993-06-24|1993-08-08|1993-07-08|NONE|FOB|ously ironic foxes thrash|
+2720|17|8|2|42|38514.42|0.09|0.03|R|F|1993-07-25|1993-07-23|1993-08-23|COLLECT COD|REG AIR|fter the inst|
+2720|120|1|3|50|51006.00|0.10|0.02|A|F|1993-08-10|1993-07-29|1993-09-06|NONE|SHIP|l requests. deposits nag furiously|
+2720|109|2|4|49|49445.90|0.06|0.02|A|F|1993-07-09|1993-07-14|1993-07-13|NONE|REG AIR| accounts. fluffily bold pack|
+2720|121|6|5|27|27570.24|0.04|0.00|R|F|1993-06-29|1993-08-06|1993-07-28|NONE|TRUCK|eas. carefully regular |
+2721|183|4|1|49|53075.82|0.00|0.08|N|O|1996-02-14|1996-04-26|1996-03-02|DELIVER IN PERSON|AIR|ounts poach carefu|
+2721|3|4|2|2|1806.00|0.02|0.05|N|O|1996-02-13|1996-03-14|1996-02-28|TAKE BACK RETURN|TRUCK| slyly final requests against |
+2722|124|7|1|21|21506.52|0.09|0.01|A|F|1994-07-29|1994-06-26|1994-08-09|NONE|RAIL|e carefully around the furiously ironic pac|
+2722|146|7|2|15|15692.10|0.05|0.03|R|F|1994-07-02|1994-06-01|1994-07-13|COLLECT COD|AIR|refully final asympt|
+2722|34|10|3|16|14944.48|0.04|0.06|R|F|1994-05-25|1994-06-09|1994-05-26|NONE|MAIL|ts besides the fluffy,|
+2723|13|7|1|47|42911.47|0.09|0.07|N|O|1995-12-05|1995-11-19|1995-12-11|TAKE BACK RETURN|AIR|furiously r|
+2723|32|3|2|10|9320.30|0.06|0.08|N|O|1995-11-27|1995-11-29|1995-12-12|DELIVER IN PERSON|MAIL|al, special r|
+2723|162|1|3|2|2124.32|0.10|0.01|N|O|1995-11-09|1995-11-10|1995-11-14|TAKE BACK RETURN|FOB| courts boost quickly about th|
+2723|82|3|4|12|11784.96|0.01|0.05|N|O|1995-12-24|1995-11-15|1996-01-17|DELIVER IN PERSON|RAIL|bold foxes are bold packages. regular, fin|
+2723|129|10|5|40|41164.80|0.09|0.05|N|O|1995-11-17|1995-11-22|1995-11-18|TAKE BACK RETURN|MAIL|unwind fluffily carefully regular realms.|
+2724|92|4|1|47|46628.23|0.09|0.01|A|F|1994-11-23|1994-11-13|1994-12-03|COLLECT COD|TRUCK|unusual patterns nag. special p|
+2724|147|8|2|21|21989.94|0.09|0.02|A|F|1994-11-25|1994-10-15|1994-12-07|COLLECT COD|RAIL|as. carefully regular dependencies wak|
+2724|50|3|3|22|20901.10|0.04|0.06|A|F|1994-09-19|1994-11-18|1994-10-17|TAKE BACK RETURN|TRUCK|express fo|
+2724|35|6|4|1|935.03|0.07|0.03|A|F|1994-12-26|1994-11-27|1995-01-07|NONE|MAIL|lyly carefully blithe theodolites-- pl|
+2724|149|2|5|29|30425.06|0.05|0.06|A|F|1995-01-10|1994-11-17|1995-02-04|COLLECT COD|MAIL|l requests hagg|
+2725|118|2|1|23|23416.53|0.10|0.08|R|F|1994-08-25|1994-06-22|1994-08-28|TAKE BACK RETURN|REG AIR|y regular deposits. brave foxes |
+2725|5|8|2|41|37105.00|0.01|0.00|R|F|1994-07-05|1994-06-29|1994-08-02|DELIVER IN PERSON|TRUCK|ns sleep furiously c|
+2725|189|10|3|15|16337.70|0.07|0.03|R|F|1994-08-06|1994-08-09|1994-08-15|TAKE BACK RETURN|AIR|? furiously regular a|
+2726|1|6|1|50|45050.00|0.00|0.06|R|F|1993-03-04|1993-01-29|1993-03-28|COLLECT COD|TRUCK| furiously bold theodolites|
+2727|151|6|1|3|3153.45|0.03|0.01|N|O|1998-06-18|1998-06-06|1998-06-23|NONE|RAIL| the carefully regular foxes u|
+2752|31|2|1|41|38172.23|0.02|0.05|A|F|1994-03-02|1994-01-31|1994-03-06|DELIVER IN PERSON|AIR|tructions hag|
+2752|7|2|2|29|26303.00|0.02|0.04|R|F|1994-01-22|1994-01-08|1994-01-28|COLLECT COD|TRUCK|gly blithely re|
+2752|56|7|3|4|3824.20|0.08|0.00|A|F|1993-12-14|1994-02-13|1994-01-05|DELIVER IN PERSON|TRUCK|telets haggle. regular, final |
+2752|24|7|4|40|36960.80|0.09|0.06|A|F|1994-01-24|1994-01-18|1994-02-22|DELIVER IN PERSON|MAIL|into beans are after the sly|
+2752|126|5|5|22|22574.64|0.03|0.04|A|F|1994-03-20|1994-02-08|1994-04-01|TAKE BACK RETURN|TRUCK|equests nag. regular dependencies are furio|
+2752|170|5|6|21|22473.57|0.09|0.05|R|F|1994-01-01|1994-01-24|1994-01-24|COLLECT COD|SHIP| along the quickly |
+2752|199|10|7|38|41769.22|0.08|0.00|R|F|1994-02-23|1993-12-23|1994-03-24|DELIVER IN PERSON|SHIP|es boost. slyly silent ideas|
+2753|13|3|1|6|5478.06|0.10|0.04|A|F|1993-12-30|1994-01-28|1994-01-29|COLLECT COD|TRUCK|s accounts|
+2753|48|7|2|40|37921.60|0.03|0.05|A|F|1994-01-06|1994-02-13|1994-02-03|DELIVER IN PERSON|SHIP|latelets kindle slyly final depos|
+2753|89|10|3|30|29672.40|0.00|0.07|A|F|1994-01-26|1994-01-29|1994-02-02|NONE|RAIL|ans wake fluffily blithely iro|
+2753|31|7|4|7|6517.21|0.07|0.03|R|F|1994-02-11|1994-01-22|1994-03-10|DELIVER IN PERSON|AIR|xpress ideas detect b|
+2753|137|8|5|36|37336.68|0.04|0.08|R|F|1994-03-15|1994-01-03|1994-04-03|DELIVER IN PERSON|SHIP|gle slyly final c|
+2753|50|1|6|17|16150.85|0.01|0.08|A|F|1994-03-08|1994-01-17|1994-03-11|TAKE BACK RETURN|REG AIR| carefully bold deposits sublate s|
+2753|148|9|7|20|20962.80|0.01|0.06|R|F|1994-02-24|1994-02-04|1994-03-23|DELIVER IN PERSON|FOB| express pack|
+2754|149|6|1|4|4196.56|0.05|0.08|A|F|1994-07-13|1994-05-15|1994-08-02|NONE|REG AIR|blithely silent requests. regular depo|
+2754|177|5|2|19|20466.23|0.01|0.07|A|F|1994-06-27|1994-05-06|1994-06-28|NONE|FOB|latelets hag|
+2755|92|4|1|19|18849.71|0.10|0.00|R|F|1992-02-11|1992-03-15|1992-02-14|TAKE BACK RETURN|MAIL|furiously special deposits|
+2755|24|3|2|11|10164.22|0.03|0.08|A|F|1992-04-12|1992-05-07|1992-04-21|COLLECT COD|RAIL|egular excuses sleep carefully.|
+2755|64|3|3|21|20245.26|0.08|0.04|R|F|1992-02-13|1992-04-20|1992-03-02|NONE|AIR|furious re|
+2755|131|7|4|5|5155.65|0.01|0.00|A|F|1992-02-27|1992-04-07|1992-03-09|TAKE BACK RETURN|AIR|e the furi|
+2755|116|7|5|48|48773.28|0.05|0.06|R|F|1992-03-22|1992-03-10|1992-04-14|DELIVER IN PERSON|MAIL|yly even epitaphs for the |
+2756|118|9|1|35|35633.85|0.03|0.02|R|F|1994-06-08|1994-06-01|1994-06-21|TAKE BACK RETURN|AIR| deposits grow bold sheaves; iro|
+2756|80|9|2|47|46063.76|0.06|0.01|R|F|1994-05-10|1994-05-25|1994-05-13|NONE|AIR|e final, f|
+2756|105|8|3|31|31158.10|0.01|0.07|A|F|1994-07-27|1994-07-06|1994-08-22|TAKE BACK RETURN|TRUCK|en instructions use quickly.|
+2756|72|2|4|30|29162.10|0.00|0.04|A|F|1994-06-05|1994-06-30|1994-06-14|DELIVER IN PERSON|TRUCK|ular packages. regular deposi|
+2757|148|5|1|26|27251.64|0.07|0.00|N|O|1995-08-19|1995-10-02|1995-09-06|DELIVER IN PERSON|MAIL|around the blithely|
+2757|22|7|2|12|11064.24|0.07|0.08|N|O|1995-08-01|1995-09-04|1995-08-08|TAKE BACK RETURN|SHIP| regular, eve|
+2757|73|3|3|17|16542.19|0.10|0.04|N|O|1995-09-06|1995-09-27|1995-09-22|DELIVER IN PERSON|AIR|er the furiously silent |
+2757|140|1|4|25|26003.50|0.08|0.01|N|O|1995-11-09|1995-09-12|1995-11-23|NONE|AIR|uickly regular |
+2757|70|7|5|14|13580.98|0.04|0.05|N|O|1995-09-01|1995-08-24|1995-09-03|TAKE BACK RETURN|SHIP|special deposits u|
+2758|121|10|1|20|20422.40|0.02|0.04|N|O|1998-07-27|1998-09-10|1998-08-21|TAKE BACK RETURN|AIR|ptotes sleep furiously|
+2758|23|8|2|17|15691.34|0.10|0.06|N|O|1998-09-25|1998-10-03|1998-10-25|NONE|MAIL| accounts! qui|
+2758|26|5|3|1|926.02|0.06|0.02|N|O|1998-10-09|1998-09-15|1998-10-16|NONE|TRUCK|ake furious|
+2759|59|1|1|10|9590.50|0.10|0.03|R|F|1993-12-14|1994-01-08|1994-01-01|COLLECT COD|FOB|s. busily ironic theodo|
+2759|113|10|2|37|37485.07|0.00|0.06|R|F|1994-03-05|1994-02-22|1994-03-18|DELIVER IN PERSON|REG AIR|lar Tiresias affix ironically carefully sp|
+2759|112|9|3|11|11133.21|0.03|0.08|A|F|1994-01-24|1994-01-16|1994-02-21|DELIVER IN PERSON|TRUCK|hely regular |
+2759|23|2|4|31|28613.62|0.02|0.05|A|F|1994-01-11|1994-01-15|1994-01-23|NONE|SHIP|ithely aft|
+2784|33|4|1|45|41986.35|0.03|0.01|N|O|1998-02-15|1998-04-07|1998-02-26|COLLECT COD|AIR|yly along the asymptotes. reque|
+2784|54|5|2|23|21943.15|0.03|0.05|N|O|1998-03-28|1998-02-07|1998-04-17|DELIVER IN PERSON|AIR|uests lose after |
+2784|175|4|3|40|43006.80|0.07|0.01|N|O|1998-04-28|1998-03-19|1998-05-03|DELIVER IN PERSON|TRUCK|deas nag furiously never unusual |
+2784|29|10|4|3|2787.06|0.04|0.03|N|O|1998-01-19|1998-04-05|1998-02-05|TAKE BACK RETURN|AIR|n packages. foxes haggle quickly sile|
+2785|100|3|1|34|34003.40|0.08|0.06|N|O|1995-08-07|1995-09-09|1995-09-05|NONE|RAIL|ly final packages haggl|
+2785|110|7|2|37|37374.07|0.08|0.04|N|O|1995-07-25|1995-09-12|1995-08-06|DELIVER IN PERSON|TRUCK|tructions. furiously |
+2785|65|10|3|33|31846.98|0.08|0.06|N|O|1995-10-16|1995-08-24|1995-11-02|DELIVER IN PERSON|MAIL|fter the furiously final p|
+2785|48|1|4|34|32233.36|0.00|0.02|N|O|1995-09-16|1995-09-09|1995-10-11|COLLECT COD|SHIP|kages wake carefully silent |
+2786|136|2|1|15|15541.95|0.03|0.04|A|F|1992-05-19|1992-05-08|1992-05-28|COLLECT COD|TRUCK|low deposits are ironic|
+2786|51|3|2|42|39944.10|0.10|0.04|R|F|1992-05-15|1992-04-22|1992-05-30|DELIVER IN PERSON|AIR|unts are against the furious|
+2786|156|1|3|41|43302.15|0.04|0.05|R|F|1992-07-01|1992-06-04|1992-07-13|COLLECT COD|RAIL|ix requests. bold requests a|
+2786|23|4|4|24|22152.48|0.05|0.02|A|F|1992-04-04|1992-06-09|1992-05-02|DELIVER IN PERSON|MAIL|ans. slyly unusual platelets detect. unus|
+2786|50|3|5|43|40852.15|0.06|0.03|R|F|1992-04-22|1992-05-13|1992-04-29|NONE|RAIL|ons. theodolites after|
+2786|162|1|6|21|22305.36|0.08|0.00|A|F|1992-05-03|1992-05-01|1992-05-14|COLLECT COD|AIR|slow instructi|
+2787|33|9|1|4|3732.12|0.04|0.04|N|O|1996-01-26|1995-11-26|1996-02-20|TAKE BACK RETURN|SHIP|ts. instructions nag furiously according |
+2788|177|8|1|16|17234.72|0.06|0.06|A|F|1994-10-04|1994-11-25|1994-10-18|DELIVER IN PERSON|AIR| requests wake carefully. carefully si|
+2789|163|8|1|16|17010.56|0.03|0.02|N|O|1998-04-18|1998-05-25|1998-05-12|DELIVER IN PERSON|REG AIR|o beans use carefully|
+2789|23|4|2|41|37843.82|0.02|0.05|N|O|1998-03-20|1998-05-15|1998-03-21|COLLECT COD|MAIL|d packages-- fluffily specia|
+2789|176|5|3|33|35513.61|0.06|0.02|N|O|1998-04-21|1998-05-02|1998-04-30|COLLECT COD|TRUCK|deposits. ironic |
+2789|16|3|4|47|43052.47|0.02|0.04|N|O|1998-03-29|1998-05-05|1998-04-07|NONE|RAIL|usly busy packages wake against the unusual|
+2789|197|1|5|23|25235.37|0.02|0.07|N|O|1998-03-25|1998-05-10|1998-04-24|COLLECT COD|RAIL|cording to the careful de|
+2789|144|5|6|16|16706.24|0.07|0.03|N|O|1998-05-11|1998-05-08|1998-05-24|TAKE BACK RETURN|RAIL|d the carefully iron|
+2789|133|4|7|42|43391.46|0.01|0.00|N|O|1998-04-28|1998-05-17|1998-05-24|TAKE BACK RETURN|AIR|ending packages shoul|
+2790|185|6|1|27|29299.86|0.06|0.08|R|F|1994-09-04|1994-09-27|1994-09-16|TAKE BACK RETURN|MAIL|ilent packages cajole. quickly ironic requ|
+2790|117|1|2|50|50855.50|0.00|0.06|A|F|1994-12-08|1994-11-17|1994-12-19|NONE|RAIL|fter the regular ideas. f|
+2790|184|5|3|19|20599.42|0.06|0.00|R|F|1994-10-23|1994-10-03|1994-10-26|TAKE BACK RETURN|RAIL|uffily even excuses. furiously thin|
+2790|197|8|4|24|26332.56|0.07|0.01|A|F|1994-12-04|1994-10-10|1994-12-25|NONE|MAIL|ments. slyly f|
+2790|148|9|5|11|11529.54|0.08|0.03|A|F|1994-09-28|1994-11-14|1994-10-04|TAKE BACK RETURN|AIR|lar requests poach slyly foxes|
+2790|73|3|6|13|12649.91|0.08|0.00|R|F|1994-09-20|1994-10-10|1994-10-20|COLLECT COD|SHIP|n deposits according to the regul|
+2790|4|1|7|32|28928.00|0.08|0.02|A|F|1994-09-25|1994-10-26|1994-10-01|NONE|SHIP|ully pending|
+2791|59|10|1|49|46993.45|0.10|0.04|A|F|1995-01-11|1994-11-10|1995-02-08|COLLECT COD|MAIL| accounts sleep at the bold, regular pinto |
+2791|63|4|2|4|3852.24|0.10|0.08|A|F|1995-01-02|1994-12-28|1995-01-29|NONE|SHIP|slyly bold packages boost. slyly|
+2791|133|9|3|44|45457.72|0.08|0.06|R|F|1994-11-17|1994-11-12|1994-12-14|NONE|FOB|heodolites use furio|
+2791|156|8|4|24|25347.60|0.04|0.02|R|F|1995-01-30|1994-11-20|1995-02-08|DELIVER IN PERSON|TRUCK|ilent forges. quickly special pinto beans |
+2791|105|2|5|8|8040.80|0.02|0.04|R|F|1995-01-30|1994-11-24|1995-02-13|NONE|FOB|se. close ideas alongs|
+2791|75|3|6|9|8775.63|0.08|0.02|R|F|1994-11-19|1994-12-14|1994-12-10|TAKE BACK RETURN|AIR|pendencies. blithely bold patterns acr|
+2791|29|2|7|26|24154.52|0.06|0.03|R|F|1995-02-06|1994-12-07|1995-02-23|DELIVER IN PERSON|AIR|uriously special instructio|
+2816|59|10|1|33|31648.65|0.00|0.07|R|F|1994-10-19|1994-11-10|1994-11-09|NONE|REG AIR|s; slyly even theodo|
+2816|142|3|2|4|4168.56|0.05|0.04|R|F|1994-12-11|1994-12-07|1995-01-03|NONE|FOB|. blithely pending id|
+2816|121|6|3|4|4084.48|0.02|0.06|R|F|1994-12-12|1994-12-05|1994-12-30|NONE|RAIL| requests print above the final deposits|
+2817|60|8|1|25|24001.50|0.07|0.01|R|F|1994-04-21|1994-06-20|1994-05-07|DELIVER IN PERSON|FOB|doze blithely.|
+2817|32|8|2|5|4660.15|0.03|0.04|A|F|1994-05-07|1994-05-31|1994-05-12|TAKE BACK RETURN|AIR|furiously unusual theodolites use furiou|
+2817|172|10|3|35|37525.95|0.01|0.07|A|F|1994-05-20|1994-06-03|1994-05-22|COLLECT COD|FOB|gular foxes|
+2817|161|2|4|4|4244.64|0.00|0.05|R|F|1994-06-04|1994-06-11|1994-06-10|NONE|TRUCK|n accounts wake across the fluf|
+2818|121|4|1|12|12253.44|0.10|0.03|A|F|1995-02-01|1995-03-10|1995-02-16|NONE|AIR|lms. quickly bold asymp|
+2818|199|2|2|22|24182.18|0.06|0.07|R|F|1995-02-28|1995-03-10|1995-03-06|TAKE BACK RETURN|RAIL|egrate toward the carefully iron|
+2818|45|6|3|11|10395.44|0.01|0.06|R|F|1995-02-18|1995-02-11|1995-03-19|TAKE BACK RETURN|TRUCK|ggle across the carefully blithe|
+2818|40|6|4|32|30081.28|0.08|0.08|R|F|1995-02-04|1995-03-05|1995-02-18|COLLECT COD|REG AIR|arefully! ac|
+2818|18|8|5|42|38556.42|0.08|0.04|A|F|1995-02-12|1995-02-19|1995-03-13|COLLECT COD|MAIL|ar accounts wake carefully a|
+2818|91|5|6|7|6937.63|0.06|0.03|R|F|1995-03-24|1995-03-09|1995-04-06|TAKE BACK RETURN|TRUCK|ly according to the r|
+2819|70|1|1|17|16491.19|0.08|0.08|A|F|1994-07-16|1994-07-15|1994-07-17|TAKE BACK RETURN|RAIL|en deposits above the f|
+2819|67|2|2|12|11604.72|0.03|0.08|R|F|1994-07-18|1994-06-24|1994-07-28|NONE|MAIL| regular, regular a|
+2819|5|2|3|28|25340.00|0.03|0.08|R|F|1994-05-09|1994-07-02|1994-05-15|NONE|RAIL|ckages sublate carefully closely regular |
+2819|153|4|4|5|5265.75|0.00|0.02|R|F|1994-05-29|1994-06-12|1994-06-28|NONE|TRUCK| fluffily unusual foxes sleep caref|
+2819|200|3|5|6|6601.20|0.03|0.01|A|F|1994-07-22|1994-08-02|1994-07-29|NONE|REG AIR|eas after the carefully express pack|
+2820|174|2|1|23|24705.91|0.04|0.08|R|F|1994-07-10|1994-08-08|1994-07-21|NONE|MAIL| was furiously. deposits among the ironic|
+2820|126|9|2|33|33861.96|0.08|0.06|A|F|1994-07-07|1994-08-17|1994-08-02|DELIVER IN PERSON|AIR|carefully even pinto beans. |
+2820|141|10|3|38|39563.32|0.03|0.08|A|F|1994-09-10|1994-08-07|1994-10-07|TAKE BACK RETURN|MAIL|ests despite the carefully unusual a|
+2820|197|9|4|40|43887.60|0.06|0.06|A|F|1994-08-08|1994-07-30|1994-08-21|TAKE BACK RETURN|REG AIR|g multipliers. final c|
+2821|181|2|1|4|4324.72|0.00|0.00|A|F|1993-09-15|1993-10-02|1993-09-17|TAKE BACK RETURN|TRUCK|nding foxes.|
+2821|72|1|2|4|3888.28|0.09|0.00|A|F|1993-11-19|1993-09-20|1993-11-27|TAKE BACK RETURN|TRUCK|ual multipliers. final deposits cajol|
+2821|164|1|3|27|28732.32|0.01|0.01|A|F|1993-11-27|1993-10-11|1993-12-08|COLLECT COD|TRUCK|requests. blit|
+2822|151|9|1|39|40994.85|0.04|0.02|R|F|1993-09-11|1993-08-29|1993-09-18|NONE|MAIL|kly about the sly|
+2823|86|7|1|45|44373.60|0.03|0.04|N|O|1995-12-28|1995-11-27|1996-01-02|DELIVER IN PERSON|SHIP|furiously special idea|
+2823|160|5|2|18|19082.88|0.00|0.03|N|O|1995-11-11|1995-10-30|1995-12-08|TAKE BACK RETURN|TRUCK| final deposits. furiously regular foxes u|
+2823|186|7|3|11|11947.98|0.07|0.02|N|O|1995-12-10|1995-11-24|1995-12-21|DELIVER IN PERSON|SHIP|bold requests nag blithely s|
+2823|139|10|4|48|49878.24|0.09|0.03|N|O|1995-11-21|1995-10-30|1995-11-27|NONE|SHIP|ously busily slow excus|
+2823|99|2|5|18|17983.62|0.04|0.06|N|O|1995-11-09|1995-10-30|1995-11-19|NONE|AIR|eas. decoys cajole deposi|
+2823|123|2|6|20|20462.40|0.07|0.00|N|O|1995-11-13|1995-12-06|1995-12-07|NONE|MAIL|its sleep between the unusual, ironic pac|
+2823|86|7|7|12|11832.96|0.02|0.04|N|O|1995-12-22|1995-11-20|1996-01-13|NONE|REG AIR|the slyly ironic dolphins; fin|
+2848|65|4|1|44|42462.64|0.01|0.05|R|F|1992-04-14|1992-05-09|1992-04-19|DELIVER IN PERSON|MAIL|ions. slyly express instructions n|
+2848|165|6|2|8|8521.28|0.07|0.01|A|F|1992-03-21|1992-05-18|1992-04-07|DELIVER IN PERSON|TRUCK|. silent, final ideas sublate packages. ir|
+2848|138|4|3|8|8305.04|0.07|0.08|A|F|1992-06-20|1992-04-12|1992-07-09|NONE|SHIP|sly regular foxes. |
+2848|125|6|4|34|34854.08|0.02|0.08|A|F|1992-03-15|1992-04-24|1992-04-12|TAKE BACK RETURN|RAIL|ts along the blithely regu|
+2848|195|7|5|18|19713.42|0.07|0.03|R|F|1992-04-10|1992-06-01|1992-05-05|DELIVER IN PERSON|TRUCK|osits haggle. stealthily ironic packa|
+2849|154|2|1|16|16866.40|0.09|0.08|N|O|1996-05-20|1996-07-23|1996-06-18|NONE|TRUCK|. furiously regular requ|
+2849|187|8|2|39|42400.02|0.10|0.03|N|O|1996-05-22|1996-07-18|1996-06-05|TAKE BACK RETURN|SHIP|s sleep furiously silently regul|
+2849|60|1|3|24|23041.44|0.01|0.05|N|O|1996-06-12|1996-07-10|1996-06-27|TAKE BACK RETURN|AIR|e slyly even asymptotes. slo|
+2849|55|7|4|48|45842.40|0.05|0.02|N|O|1996-05-03|1996-06-05|1996-05-28|NONE|AIR|mong the carefully regular theodol|
+2849|28|7|5|30|27840.60|0.10|0.06|N|O|1996-08-24|1996-07-08|1996-09-03|TAKE BACK RETURN|SHIP|ly. carefully silent|
+2849|69|4|6|30|29071.80|0.06|0.07|N|O|1996-06-20|1996-07-23|1996-07-06|NONE|FOB|yly furiously even id|
+2850|97|1|1|43|42874.87|0.02|0.05|N|O|1997-01-11|1996-11-03|1997-02-01|COLLECT COD|REG AIR|unusual accounts|
+2850|110|7|2|30|30303.30|0.09|0.01|N|O|1996-12-14|1996-11-29|1997-01-03|COLLECT COD|AIR|even ideas. busy pinto beans sleep above t|
+2850|105|6|3|49|49249.90|0.09|0.04|N|O|1996-10-07|1996-12-12|1996-10-12|TAKE BACK RETURN|MAIL| slyly unusual req|
+2850|199|3|4|4|4396.76|0.04|0.04|N|O|1996-10-28|1996-12-26|1996-11-07|COLLECT COD|RAIL|al deposits cajole carefully quickly |
+2851|148|5|1|8|8385.12|0.09|0.03|N|O|1997-11-12|1997-11-22|1997-12-11|NONE|REG AIR|y special theodolites. carefully|
+2852|177|6|1|6|6463.02|0.01|0.01|R|F|1993-03-02|1993-04-11|1993-03-11|TAKE BACK RETURN|RAIL| accounts above the furiously un|
+2852|41|10|2|24|22584.96|0.05|0.07|R|F|1993-01-18|1993-03-13|1993-02-14|DELIVER IN PERSON|MAIL| the blithe|
+2852|164|9|3|29|30860.64|0.09|0.05|R|F|1993-04-21|1993-03-22|1993-05-02|COLLECT COD|SHIP|lyly ironi|
+2852|100|3|4|12|12001.20|0.08|0.02|A|F|1993-02-25|1993-03-24|1993-03-07|TAKE BACK RETURN|TRUCK|le. request|
+2852|154|2|5|28|29516.20|0.05|0.03|R|F|1993-02-08|1993-03-30|1993-02-11|NONE|MAIL|e accounts. caref|
+2853|139|5|1|14|14547.82|0.07|0.05|R|F|1994-05-16|1994-07-01|1994-05-27|NONE|TRUCK|oach slyly along t|
+2853|134|10|2|26|26887.38|0.06|0.01|R|F|1994-06-26|1994-06-05|1994-07-02|TAKE BACK RETURN|MAIL|dolphins wake slyly. blith|
+2853|173|3|3|40|42926.80|0.06|0.04|A|F|1994-08-06|1994-06-24|1994-08-29|NONE|RAIL|lyly. pearls cajole. final accounts ca|
+2853|132|8|4|20|20642.60|0.02|0.04|A|F|1994-08-30|1994-06-16|1994-09-06|TAKE BACK RETURN|TRUCK|e slyly silent foxes. express deposits sno|
+2853|36|7|5|1|936.03|0.08|0.05|R|F|1994-09-01|1994-06-27|1994-09-12|TAKE BACK RETURN|FOB|refully slyly quick packages. final c|
+2854|181|2|1|46|49734.28|0.00|0.04|A|F|1994-09-22|1994-08-02|1994-09-30|COLLECT COD|AIR|. furiously regular deposits across th|
+2854|88|9|2|29|28654.32|0.09|0.07|R|F|1994-07-06|1994-08-26|1994-07-09|COLLECT COD|SHIP|y slyly ironic accounts. foxes haggle slyl|
+2854|160|8|3|20|21203.20|0.08|0.01|R|F|1994-09-18|1994-08-03|1994-10-12|COLLECT COD|AIR|rs impress after the deposits. |
+2854|170|1|4|34|36385.78|0.06|0.03|A|F|1994-09-06|1994-08-07|1994-09-22|NONE|REG AIR|age carefully|
+2854|102|3|5|7|7014.70|0.03|0.06|A|F|1994-09-23|1994-08-14|1994-10-10|DELIVER IN PERSON|REG AIR| the pending|
+2854|18|2|6|13|11934.13|0.04|0.03|R|F|1994-09-15|1994-08-18|1994-09-19|DELIVER IN PERSON|SHIP| excuses wak|
+2855|33|4|1|50|46651.50|0.03|0.07|A|F|1993-05-20|1993-06-28|1993-06-16|TAKE BACK RETURN|TRUCK|beans. deposits |
+2880|35|6|1|40|37401.20|0.09|0.00|A|F|1992-05-26|1992-06-01|1992-05-31|COLLECT COD|TRUCK|even requests. quick|
+2880|139|5|2|26|27017.38|0.07|0.07|R|F|1992-04-12|1992-04-15|1992-04-28|NONE|RAIL|ully among the regular warthogs|
+2880|115|9|3|42|42634.62|0.01|0.01|R|F|1992-06-17|1992-05-29|1992-07-11|NONE|REG AIR|ions. carefully final accounts are unusual,|
+2880|18|2|4|46|42228.46|0.02|0.02|A|F|1992-04-21|1992-06-05|1992-05-16|COLLECT COD|RAIL|eep quickly according to t|
+2881|180|10|1|16|17282.88|0.02|0.06|A|F|1992-06-21|1992-06-27|1992-07-03|TAKE BACK RETURN|TRUCK|usly bold |
+2881|10|1|2|1|910.01|0.09|0.03|A|F|1992-05-13|1992-07-21|1992-05-18|COLLECT COD|MAIL|final theodolites. quickly|
+2881|93|6|3|21|20854.89|0.07|0.03|A|F|1992-05-28|1992-07-03|1992-06-02|TAKE BACK RETURN|SHIP|hely express Tiresias. final dependencies |
+2881|140|6|4|7|7280.98|0.06|0.01|R|F|1992-08-03|1992-07-10|1992-08-27|NONE|REG AIR|ironic packages are carefully final ac|
+2882|4|7|1|14|12656.00|0.09|0.02|N|O|1995-09-28|1995-11-11|1995-10-18|TAKE BACK RETURN|MAIL|kly. even requests w|
+2882|42|1|2|30|28261.20|0.00|0.00|N|O|1995-10-15|1995-10-13|1995-10-25|NONE|REG AIR|among the furiously even theodolites. regu|
+2882|197|9|3|29|31818.51|0.10|0.08|N|O|1995-09-10|1995-11-01|1995-10-02|NONE|TRUCK|kages. furiously ironic|
+2882|78|6|4|27|26407.89|0.06|0.02|N|O|1995-09-04|1995-11-11|1995-09-12|DELIVER IN PERSON|MAIL|rding to the regu|
+2882|134|5|5|32|33092.16|0.07|0.03|N|O|1995-10-21|1995-11-10|1995-11-01|COLLECT COD|RAIL|sts. quickly regular e|
+2882|87|8|6|47|46392.76|0.06|0.03|N|O|1995-09-13|1995-09-21|1995-09-14|NONE|REG AIR|l, special|
+2883|1|4|1|33|29733.00|0.08|0.07|R|F|1995-02-26|1995-03-04|1995-03-01|NONE|RAIL|s. final i|
+2883|125|6|2|27|27678.24|0.00|0.02|A|F|1995-03-12|1995-03-10|1995-04-04|TAKE BACK RETURN|REG AIR|s. brave pinto beans nag furiously|
+2883|189|10|3|47|51191.46|0.05|0.04|R|F|1995-01-29|1995-04-19|1995-02-05|DELIVER IN PERSON|SHIP|ep carefully ironic|
+2883|98|2|4|23|22956.07|0.00|0.02|R|F|1995-02-03|1995-03-17|1995-02-19|TAKE BACK RETURN|AIR| even requests cajole. special, regular |
+2883|195|8|5|36|39426.84|0.07|0.06|A|F|1995-05-02|1995-03-14|1995-05-30|COLLECT COD|MAIL|ests detect slyly special packages|
+2884|71|2|1|41|39813.87|0.03|0.00|N|O|1998-01-02|1997-12-17|1998-01-20|DELIVER IN PERSON|TRUCK|ep. slyly even accounts a|
+2884|146|5|2|25|26153.50|0.09|0.08|N|O|1998-01-18|1997-12-06|1998-02-16|TAKE BACK RETURN|MAIL|onic theodolites with the instructi|
+2884|26|7|3|8|7408.16|0.08|0.08|N|O|1997-11-30|1997-11-28|1997-12-14|COLLECT COD|TRUCK|pending accounts about |
+2885|4|9|1|6|5424.00|0.10|0.01|A|F|1993-01-05|1992-12-12|1993-01-19|COLLECT COD|FOB|ctions solve. slyly regular requests n|
+2885|112|3|2|4|4048.44|0.07|0.00|A|F|1992-10-09|1992-12-17|1992-11-04|TAKE BACK RETURN|SHIP| pending packages wake. |
+2885|1|6|3|45|40545.00|0.10|0.04|A|F|1992-12-24|1992-10-30|1993-01-04|NONE|SHIP|ess ideas. regular, silen|
+2885|32|3|4|15|13980.45|0.03|0.04|R|F|1992-10-31|1992-11-24|1992-11-21|DELIVER IN PERSON|MAIL|odolites. boldly pending packages han|
+2885|175|5|5|43|46232.31|0.06|0.00|R|F|1992-11-17|1992-10-30|1992-12-04|DELIVER IN PERSON|SHIP|cial deposits use bold|
+2885|190|1|6|5|5450.95|0.01|0.02|R|F|1993-01-06|1992-11-13|1993-02-05|TAKE BACK RETURN|TRUCK|s. slyly express th|
+2885|50|9|7|40|38002.00|0.05|0.03|A|F|1992-09-23|1992-11-15|1992-10-07|TAKE BACK RETURN|AIR| express depos|
+2886|60|1|1|1|960.06|0.09|0.05|A|F|1995-02-01|1994-12-18|1995-02-28|COLLECT COD|REG AIR|eposits fr|
+2886|184|5|2|38|41198.84|0.02|0.04|A|F|1995-01-21|1995-01-08|1995-01-30|NONE|SHIP|old requests along the fur|
+2886|63|8|3|2|1926.12|0.04|0.07|A|F|1994-11-18|1995-01-31|1994-12-05|COLLECT COD|REG AIR|ar theodolites. e|
+2886|130|3|4|46|47385.98|0.03|0.08|A|F|1995-02-02|1995-01-26|1995-02-15|TAKE BACK RETURN|SHIP|ously final packages sleep blithely regular|
+2887|66|3|1|11|10626.66|0.06|0.00|N|O|1997-07-08|1997-07-17|1997-07-15|COLLECT COD|SHIP|ackages. unusual, speci|
+2887|112|6|2|17|17205.87|0.00|0.08|N|O|1997-08-31|1997-07-04|1997-09-17|DELIVER IN PERSON|SHIP|fily final packages. regula|
+2912|122|1|1|8|8176.96|0.06|0.04|A|F|1992-04-09|1992-04-19|1992-04-26|NONE|RAIL|hs cajole over the slyl|
+2912|115|9|2|18|18271.98|0.00|0.08|R|F|1992-03-13|1992-04-19|1992-03-30|TAKE BACK RETURN|RAIL|unts cajole reg|
+2913|123|6|1|39|39901.68|0.06|0.04|N|O|1997-08-28|1997-09-27|1997-09-02|TAKE BACK RETURN|AIR|. final packages a|
+2913|22|5|2|22|20284.44|0.10|0.07|N|O|1997-09-18|1997-08-11|1997-10-02|COLLECT COD|MAIL|riously pending realms. blithely even pac|
+2913|166|1|3|17|18124.72|0.07|0.04|N|O|1997-10-21|1997-09-25|1997-11-20|NONE|FOB|requests doze quickly. furious|
+2913|143|4|4|5|5215.70|0.10|0.07|N|O|1997-10-07|1997-08-25|1997-10-09|TAKE BACK RETURN|RAIL|haggle. even, bold instructi|
+2913|15|9|5|13|11895.13|0.03|0.01|N|O|1997-10-02|1997-08-20|1997-10-26|COLLECT COD|MAIL|inos are carefully alongside of the bol|
+2913|168|5|6|35|37385.60|0.06|0.08|N|O|1997-08-30|1997-08-21|1997-09-03|COLLECT COD|MAIL|es. quickly even braids against|
+2914|66|7|1|22|21253.32|0.05|0.06|R|F|1993-05-11|1993-04-09|1993-05-22|DELIVER IN PERSON|FOB| carefully about the fluffily ironic gifts|
+2914|163|10|2|25|26579.00|0.03|0.04|A|F|1993-05-14|1993-04-04|1993-05-22|NONE|SHIP|cross the carefully even accounts.|
+2914|35|1|3|4|3740.12|0.00|0.05|R|F|1993-06-11|1993-04-09|1993-06-14|TAKE BACK RETURN|SHIP|s integrate. bold deposits sleep req|
+2914|121|2|4|9|9190.08|0.06|0.01|R|F|1993-06-17|1993-05-26|1993-06-19|NONE|REG AIR|s. carefully final foxes ar|
+2915|175|5|1|28|30104.76|0.10|0.02|R|F|1994-04-17|1994-06-09|1994-05-10|NONE|MAIL|yly special |
+2915|94|7|2|12|11929.08|0.00|0.03|A|F|1994-07-18|1994-06-11|1994-07-27|TAKE BACK RETURN|RAIL|accounts. slyly final|
+2915|136|2|3|15|15541.95|0.07|0.00|A|F|1994-05-01|1994-06-12|1994-05-15|DELIVER IN PERSON|TRUCK|al requests haggle furiousl|
+2915|81|2|4|43|42186.44|0.06|0.05|R|F|1994-06-02|1994-05-24|1994-06-06|DELIVER IN PERSON|SHIP|into beans dazzle alongside of|
+2916|83|4|1|21|20644.68|0.06|0.04|N|O|1996-03-11|1996-02-21|1996-03-30|NONE|REG AIR|uickly express ideas over the slyly even |
+2917|93|4|1|36|35751.24|0.10|0.01|N|O|1998-04-07|1998-02-23|1998-05-01|DELIVER IN PERSON|RAIL|usly ironic d|
+2917|21|2|2|20|18420.40|0.06|0.03|N|O|1997-12-31|1998-01-22|1998-01-12|NONE|MAIL|slyly even ideas wa|
+2917|90|1|3|4|3960.36|0.02|0.07|N|O|1998-01-10|1998-01-18|1998-02-08|TAKE BACK RETURN|REG AIR|s. unusual instruct|
+2917|167|2|4|5|5335.80|0.05|0.01|N|O|1997-12-16|1998-01-26|1998-01-07|NONE|RAIL|bove the furiously silent packages. pend|
+2917|41|10|5|37|34818.48|0.04|0.01|N|O|1997-12-12|1998-02-03|1997-12-23|COLLECT COD|RAIL|dependencies. express |
+2917|194|8|6|7|7659.33|0.05|0.01|N|O|1998-03-21|1998-03-03|1998-03-25|NONE|REG AIR|ly about the regular accounts. carefully pe|
+2918|78|7|1|24|23473.68|0.10|0.03|N|O|1996-12-20|1996-10-28|1996-12-26|DELIVER IN PERSON|FOB| quickly. express requests haggle careful|
+2919|102|5|1|2|2004.20|0.03|0.05|R|F|1993-12-28|1994-02-23|1994-01-18|COLLECT COD|TRUCK|re slyly. regular ideas detect furiousl|
+2919|121|4|2|49|50034.88|0.07|0.02|R|F|1993-12-16|1994-02-28|1993-12-19|COLLECT COD|FOB|hely final inst|
+2919|46|5|3|44|41625.76|0.07|0.07|A|F|1994-04-01|1994-01-12|1994-04-07|TAKE BACK RETURN|TRUCK|final ideas haggle carefully fluff|
+2919|102|5|4|44|44092.40|0.00|0.05|R|F|1994-02-04|1994-02-03|1994-03-02|TAKE BACK RETURN|AIR|es doze around the furiously |
+2944|120|1|1|44|44885.28|0.08|0.05|N|O|1997-12-25|1997-10-28|1998-01-21|COLLECT COD|AIR|ickly special theodolit|
+2944|42|9|2|44|41449.76|0.06|0.02|N|O|1997-10-28|1997-11-22|1997-11-10|NONE|SHIP|ickly. regular requests haggle. idea|
+2944|170|5|3|2|2140.34|0.06|0.07|N|O|1997-12-13|1997-12-01|1998-01-08|DELIVER IN PERSON|REG AIR|luffily expr|
+2944|17|7|4|23|21091.23|0.02|0.03|N|O|1998-01-12|1997-12-03|1998-01-17|TAKE BACK RETURN|MAIL| excuses? regular platelets e|
+2944|75|4|5|18|17551.26|0.10|0.01|N|O|1998-01-07|1997-10-26|1998-01-27|TAKE BACK RETURN|FOB| furiously slyl|
+2944|60|2|6|17|16321.02|0.00|0.03|N|O|1997-10-18|1997-11-27|1997-10-29|TAKE BACK RETURN|SHIP|slyly final dolphins sleep silent the|
+2944|90|1|7|7|6930.63|0.01|0.06|N|O|1997-10-30|1997-11-03|1997-11-03|DELIVER IN PERSON|FOB|fluffily blithely express pea|
+2945|59|10|1|37|35484.85|0.00|0.02|N|O|1996-02-10|1996-03-20|1996-02-12|COLLECT COD|SHIP|l instructions. regular, regular |
+2945|72|2|2|30|29162.10|0.05|0.01|N|O|1996-01-19|1996-02-11|1996-01-26|NONE|TRUCK|ular instructions|
+2945|127|8|3|28|28759.36|0.06|0.02|N|O|1996-03-17|1996-03-13|1996-04-15|COLLECT COD|FOB|le slyly along the eve|
+2945|188|9|4|34|36998.12|0.08|0.06|N|O|1996-02-03|1996-03-17|1996-02-29|COLLECT COD|REG AIR|at the unusual theodolite|
+2945|173|1|5|10|10731.70|0.09|0.05|N|O|1996-03-13|1996-03-10|1996-04-06|COLLECT COD|FOB|thely. final courts could hang qu|
+2945|97|9|6|45|44869.05|0.07|0.00|N|O|1996-03-01|1996-03-25|1996-03-08|TAKE BACK RETURN|MAIL|ainst the final packages|
+2945|52|10|7|47|44746.35|0.07|0.05|N|O|1996-01-05|1996-02-11|1996-01-12|DELIVER IN PERSON|MAIL|quests use|
+2946|10|5|1|25|22750.25|0.05|0.02|N|O|1996-05-06|1996-04-23|1996-05-16|DELIVER IN PERSON|SHIP|ic deposits. furiously|
+2946|94|5|2|48|47716.32|0.03|0.07|N|O|1996-06-02|1996-03-31|1996-06-16|COLLECT COD|TRUCK|oss the platelets. furi|
+2946|3|6|3|35|31605.00|0.03|0.00|N|O|1996-03-15|1996-04-02|1996-03-26|NONE|REG AIR| sublate along the fluffily iron|
+2947|10|1|1|37|33670.37|0.09|0.07|N|O|1995-08-09|1995-07-05|1995-08-20|DELIVER IN PERSON|RAIL|e accounts: expres|
+2947|186|7|2|10|10861.80|0.09|0.07|A|F|1995-06-07|1995-06-26|1995-06-08|NONE|MAIL|lly special |
+2948|118|9|1|48|48869.28|0.00|0.04|R|F|1994-08-29|1994-10-23|1994-09-23|NONE|TRUCK|unusual excuses use about the |
+2948|92|3|2|49|48612.41|0.04|0.07|R|F|1994-12-16|1994-11-08|1995-01-07|DELIVER IN PERSON|MAIL|ress requests. furiously blithe foxes |
+2949|21|6|1|4|3684.08|0.06|0.06|A|F|1994-06-07|1994-06-17|1994-07-04|TAKE BACK RETURN|REG AIR|gular pinto beans wake alongside of the reg|
+2949|70|5|2|50|48503.50|0.05|0.04|A|F|1994-08-04|1994-06-23|1994-08-17|TAKE BACK RETURN|FOB|gular courts cajole across t|
+2949|180|9|3|38|41046.84|0.02|0.06|R|F|1994-05-22|1994-05-25|1994-05-27|COLLECT COD|REG AIR|se slyly requests. carefull|
+2950|130|1|1|32|32964.16|0.01|0.05|N|O|1997-09-21|1997-08-25|1997-10-08|DELIVER IN PERSON|REG AIR|its wake carefully slyly final ideas.|
+2950|66|7|2|18|17389.08|0.10|0.01|N|O|1997-07-19|1997-08-29|1997-08-17|COLLECT COD|TRUCK|uests cajole furio|
+2950|53|4|3|14|13342.70|0.01|0.02|N|O|1997-07-29|1997-08-05|1997-07-31|TAKE BACK RETURN|MAIL|ccounts haggle carefully according |
+2950|187|8|4|45|48923.10|0.08|0.00|N|O|1997-09-05|1997-09-23|1997-09-11|NONE|FOB|ides the b|
+2950|61|2|5|46|44208.76|0.02|0.05|N|O|1997-07-15|1997-09-30|1997-07-25|COLLECT COD|RAIL|to the regular accounts are slyly carefu|
+2950|174|5|6|27|29002.59|0.01|0.03|N|O|1997-10-01|1997-09-13|1997-10-08|NONE|TRUCK|are alongside of the carefully silent |
+2951|3|8|1|5|4515.00|0.03|0.03|N|O|1996-03-27|1996-04-16|1996-03-30|NONE|REG AIR|to beans wake ac|
+2951|136|2|2|24|24867.12|0.07|0.03|N|O|1996-03-24|1996-04-16|1996-04-08|NONE|SHIP| ironic multipliers. express, regular|
+2951|187|8|3|40|43487.20|0.02|0.07|N|O|1996-05-03|1996-04-20|1996-05-22|COLLECT COD|REG AIR|ial deposits wake fluffily about th|
+2951|73|3|4|21|20434.47|0.06|0.08|N|O|1996-04-12|1996-04-27|1996-04-14|DELIVER IN PERSON|REG AIR|nt instructions toward the f|
+2951|51|6|5|15|14265.75|0.07|0.00|N|O|1996-03-25|1996-04-23|1996-03-27|COLLECT COD|REG AIR|inal account|
+2951|138|4|6|18|18686.34|0.06|0.00|N|O|1996-04-04|1996-04-27|1996-04-06|COLLECT COD|FOB|ep about the final, even package|
+2976|9|4|1|32|29088.00|0.06|0.00|A|F|1994-01-26|1994-02-13|1994-02-10|NONE|MAIL|nding, ironic deposits sleep f|
+2976|4|5|2|24|21696.00|0.00|0.03|A|F|1994-03-19|1994-01-26|1994-04-18|COLLECT COD|TRUCK|ronic pinto beans. slyly bol|
+2976|10|5|3|35|31850.35|0.10|0.07|R|F|1993-12-19|1994-02-14|1994-01-11|NONE|RAIL|boost slyly about the regular, regular re|
+2976|82|3|4|22|21605.76|0.00|0.04|A|F|1994-02-08|1994-03-03|1994-02-12|TAKE BACK RETURN|FOB|ncies kindle furiously. carefull|
+2976|134|5|5|13|13443.69|0.00|0.06|A|F|1994-02-06|1994-02-02|1994-02-19|NONE|FOB| furiously final courts boost |
+2976|109|2|6|30|30273.00|0.08|0.03|R|F|1994-03-27|1994-02-01|1994-04-26|TAKE BACK RETURN|RAIL|c ideas! unusual|
+2977|70|5|1|25|24251.75|0.03|0.07|N|O|1996-09-21|1996-10-06|1996-10-13|TAKE BACK RETURN|RAIL|furiously pe|
+2978|90|1|1|29|28712.61|0.00|0.08|A|F|1995-06-03|1995-07-25|1995-06-06|NONE|SHIP|ecial ideas promise slyly|
+2978|127|2|2|42|43139.04|0.01|0.06|N|O|1995-08-19|1995-07-18|1995-09-07|DELIVER IN PERSON|MAIL|ial requests nag blithely alongside of th|
+2978|43|2|3|26|24519.04|0.07|0.05|N|O|1995-07-29|1995-07-22|1995-08-20|COLLECT COD|REG AIR|as haggle against the carefully express dep|
+2978|28|1|4|7|6496.14|0.00|0.00|N|O|1995-07-18|1995-07-03|1995-07-23|NONE|FOB|. final ideas are blithe|
+2978|29|2|5|33|30657.66|0.09|0.03|R|F|1995-05-06|1995-07-23|1995-05-16|COLLECT COD|FOB|s. blithely unusual pack|
+2978|168|7|6|4|4272.64|0.08|0.04|N|O|1995-07-06|1995-07-31|1995-07-19|COLLECT COD|AIR|ffily unusual |
+2979|9|6|1|8|7272.00|0.00|0.08|N|O|1996-06-18|1996-05-21|1996-07-06|COLLECT COD|REG AIR|st blithely; blithely regular gifts dazz|
+2979|11|2|2|47|42817.47|0.05|0.00|N|O|1996-03-25|1996-05-13|1996-04-04|TAKE BACK RETURN|SHIP|iously unusual dependencies wake across|
+2979|188|9|3|35|38086.30|0.04|0.03|N|O|1996-05-25|1996-06-11|1996-06-24|DELIVER IN PERSON|MAIL|old ideas beneath the blit|
+2979|165|4|4|28|29824.48|0.05|0.08|N|O|1996-06-04|1996-04-23|1996-06-24|DELIVER IN PERSON|FOB|ing, regular pinto beans. blithel|
+2980|37|3|1|2|1874.06|0.09|0.03|N|O|1996-11-18|1996-10-22|1996-11-27|TAKE BACK RETURN|SHIP|enly across the special, pending packag|
+2980|10|7|2|48|43680.48|0.04|0.05|N|O|1996-09-25|1996-12-09|1996-10-12|NONE|REG AIR|totes. regular pinto |
+2980|133|9|3|27|27894.51|0.08|0.08|N|O|1996-12-08|1996-12-03|1996-12-14|NONE|REG AIR| theodolites cajole blithely sl|
+2980|25|10|4|49|45325.98|0.03|0.02|N|O|1996-10-04|1996-12-04|1996-10-06|NONE|RAIL|hy packages sleep quic|
+2980|187|8|5|24|26092.32|0.05|0.04|N|O|1997-01-12|1996-10-27|1997-01-14|NONE|MAIL|elets. fluffily regular in|
+2980|109|4|6|43|43391.30|0.01|0.01|N|O|1996-12-07|1996-11-10|1997-01-02|COLLECT COD|AIR|sts. slyly regu|
+2981|14|4|1|17|15538.17|0.03|0.05|N|O|1998-10-17|1998-10-02|1998-10-21|DELIVER IN PERSON|RAIL|, unusual packages x-ray. furious|
+2981|176|4|2|8|8609.36|0.06|0.03|N|O|1998-08-21|1998-09-28|1998-09-05|DELIVER IN PERSON|MAIL|ng to the f|
+2981|37|3|3|14|13118.42|0.03|0.07|N|O|1998-08-30|1998-10-04|1998-09-04|DELIVER IN PERSON|MAIL|kages detect furiously express requests.|
+2982|112|6|1|21|21254.31|0.00|0.01|A|F|1995-04-03|1995-06-08|1995-04-18|DELIVER IN PERSON|AIR|ironic deposits. furiously ex|
+2982|99|2|2|13|12988.17|0.02|0.08|R|F|1995-03-31|1995-05-07|1995-04-18|TAKE BACK RETURN|RAIL|regular deposits unwind alongside |
+2982|70|5|3|21|20371.47|0.01|0.01|R|F|1995-04-19|1995-06-03|1995-04-28|COLLECT COD|SHIP|egular ideas use furiously? bl|
+2983|163|4|1|44|46779.04|0.03|0.06|R|F|1992-02-09|1992-03-07|1992-03-09|TAKE BACK RETURN|AIR|ly regular instruct|
+2983|49|8|2|11|10439.44|0.09|0.06|A|F|1992-04-29|1992-02-27|1992-05-26|NONE|MAIL|aids integrate s|
+3008|132|3|1|8|8257.04|0.10|0.04|N|O|1995-12-06|1996-01-12|1995-12-22|TAKE BACK RETURN|FOB|yly ironic foxes. regular requests h|
+3008|200|3|2|31|34106.20|0.05|0.06|N|O|1995-12-14|1995-12-11|1995-12-31|TAKE BACK RETURN|AIR| bold packages. quic|
+3008|24|5|3|40|36960.80|0.01|0.03|N|O|1995-12-18|1996-01-06|1996-01-11|COLLECT COD|AIR|esias. theodolites detect blithely |
+3008|60|1|4|48|46082.88|0.07|0.06|N|O|1996-01-23|1996-01-07|1996-02-09|COLLECT COD|SHIP|ld theodolites. fluffily bold theodolit|
+3008|105|10|5|31|31158.10|0.03|0.02|N|O|1995-12-01|1996-01-20|1995-12-28|COLLECT COD|RAIL|nts use thinly around the carefully iro|
+3009|45|8|1|48|45361.92|0.10|0.02|N|O|1997-03-19|1997-05-13|1997-04-11|TAKE BACK RETURN|TRUCK| dependencies sleep quickly a|
+3009|185|6|2|38|41236.84|0.00|0.01|N|O|1997-05-01|1997-04-10|1997-05-17|TAKE BACK RETURN|AIR|nal packages should haggle slyly. quickl|
+3009|130|3|3|26|26783.38|0.08|0.02|N|O|1997-05-15|1997-05-10|1997-06-13|TAKE BACK RETURN|SHIP|uriously specia|
+3010|138|4|1|23|23876.99|0.04|0.00|N|O|1996-03-08|1996-02-29|1996-03-27|NONE|TRUCK|ounts. pendin|
+3010|174|4|2|22|23631.74|0.09|0.06|N|O|1996-03-06|1996-04-06|1996-03-18|COLLECT COD|REG AIR| final deposit|
+3010|58|6|3|24|22993.20|0.04|0.07|N|O|1996-05-09|1996-03-14|1996-05-15|DELIVER IN PERSON|RAIL|ar, even reques|
+3010|24|7|4|28|25872.56|0.09|0.06|N|O|1996-03-05|1996-03-28|1996-04-03|DELIVER IN PERSON|FOB|ake carefully carefully even request|
+3010|104|5|5|9|9036.90|0.02|0.02|N|O|1996-04-28|1996-03-17|1996-05-18|NONE|SHIP|inal packages. quickly even pinto|
+3010|92|3|6|38|37699.42|0.05|0.07|N|O|1996-04-15|1996-03-16|1996-04-21|DELIVER IN PERSON|RAIL|accounts ar|
+3011|198|10|1|5|5490.95|0.02|0.04|R|F|1992-04-21|1992-02-23|1992-05-15|NONE|TRUCK|nusual sentiments. carefully bold idea|
+3011|123|4|2|42|42971.04|0.05|0.00|A|F|1992-02-01|1992-03-18|1992-02-29|NONE|TRUCK|osits haggle quickly pending, |
+3012|195|7|1|49|53664.31|0.00|0.00|A|F|1993-08-07|1993-07-01|1993-08-08|NONE|MAIL| quickly furious packages. silently unusua|
+3012|161|2|2|37|39262.92|0.06|0.03|A|F|1993-08-16|1993-06-07|1993-08-24|TAKE BACK RETURN|REG AIR|uickly permanent packages sleep caref|
+3013|94|6|1|31|30816.79|0.08|0.08|N|O|1997-05-03|1997-04-05|1997-05-25|NONE|AIR|y furious depen|
+3013|139|5|2|30|31173.90|0.05|0.06|N|O|1997-05-02|1997-03-09|1997-05-12|TAKE BACK RETURN|MAIL|ronic packages. slyly even|
+3013|120|10|3|35|35704.20|0.00|0.03|N|O|1997-04-02|1997-05-04|1997-04-16|COLLECT COD|MAIL|ely accord|
+3013|181|2|4|17|18380.06|0.01|0.07|N|O|1997-02-26|1997-05-02|1997-03-27|DELIVER IN PERSON|SHIP|fully unusual account|
+3013|60|5|5|20|19201.20|0.00|0.04|N|O|1997-05-06|1997-03-18|1997-05-12|COLLECT COD|RAIL|unts boost regular ideas. slyly pe|
+3013|72|2|6|19|18469.33|0.08|0.07|N|O|1997-05-11|1997-04-18|1997-05-15|COLLECT COD|REG AIR|fluffily pending packages nag furiously al|
+3014|163|4|1|36|38273.76|0.05|0.03|A|F|1992-11-16|1993-01-20|1992-11-28|TAKE BACK RETURN|FOB|ding accounts boost fu|
+3014|106|1|2|36|36219.60|0.00|0.08|R|F|1992-12-28|1992-12-29|1993-01-24|COLLECT COD|MAIL|iously ironic r|
+3014|151|9|3|48|50455.20|0.06|0.02|A|F|1992-12-19|1993-01-08|1992-12-25|DELIVER IN PERSON|REG AIR|y pending theodolites wake. reg|
+3014|114|1|4|14|14197.54|0.10|0.02|R|F|1992-11-19|1993-01-01|1992-12-17|DELIVER IN PERSON|SHIP|. slyly brave platelets nag. careful,|
+3014|75|5|5|28|27301.96|0.02|0.08|R|F|1993-01-09|1992-12-18|1993-01-10|TAKE BACK RETURN|FOB|es are. final braids nag slyly. fluff|
+3014|38|4|6|30|28140.90|0.04|0.01|R|F|1993-02-28|1993-01-02|1993-03-20|TAKE BACK RETURN|AIR| final foxes.|
+3015|3|8|1|5|4515.00|0.09|0.00|A|F|1993-01-10|1992-12-02|1993-01-19|TAKE BACK RETURN|RAIL| the furiously pendi|
+3015|18|2|2|17|15606.17|0.03|0.01|R|F|1992-10-16|1992-11-20|1992-10-28|COLLECT COD|AIR|s above the fluffily final t|
+3015|91|4|3|23|22795.07|0.03|0.05|A|F|1992-12-03|1992-11-19|1992-12-23|DELIVER IN PERSON|FOB|s are slyly carefully special pinto bea|
+3015|156|7|4|7|7393.05|0.10|0.03|A|F|1992-12-07|1992-12-17|1992-12-30|DELIVER IN PERSON|REG AIR| after the evenly special packages ca|
+3015|165|4|5|42|44736.72|0.04|0.02|R|F|1993-01-21|1992-11-07|1993-02-11|DELIVER IN PERSON|AIR|encies haggle furious|
+3015|66|7|6|18|17389.08|0.02|0.03|R|F|1992-10-10|1992-11-19|1992-10-18|TAKE BACK RETURN|MAIL|equests wake fluffil|
+3040|16|6|1|18|16488.18|0.08|0.04|R|F|1993-06-25|1993-07-06|1993-07-19|TAKE BACK RETURN|SHIP|ly thin accou|
+3040|133|9|2|9|9298.17|0.00|0.01|A|F|1993-06-12|1993-05-16|1993-06-14|NONE|RAIL|ges. pending packages wake. requests|
+3040|126|5|3|30|30783.60|0.01|0.01|A|F|1993-08-06|1993-05-18|1993-08-19|NONE|MAIL|x furiously bold packages. expres|
+3040|83|4|4|14|13763.12|0.05|0.04|A|F|1993-05-13|1993-05-18|1993-05-19|TAKE BACK RETURN|REG AIR| haggle carefully. express hocke|
+3040|52|3|5|43|40938.15|0.04|0.04|R|F|1993-05-21|1993-05-25|1993-05-26|NONE|MAIL|sts nag slyly alongside of the depos|
+3040|18|5|6|10|9180.10|0.08|0.04|R|F|1993-05-16|1993-06-24|1993-06-11|DELIVER IN PERSON|MAIL|ely regular foxes haggle dari|
+3041|181|2|1|5|5405.90|0.07|0.04|N|O|1997-07-20|1997-07-15|1997-08-17|COLLECT COD|FOB|posits dazzle special p|
+3041|146|9|2|9|9415.26|0.03|0.03|N|O|1997-06-29|1997-08-14|1997-07-19|COLLECT COD|AIR|iously across the silent pinto beans. furi|
+3041|68|5|3|9|8712.54|0.09|0.06|N|O|1997-08-28|1997-07-23|1997-09-16|TAKE BACK RETURN|FOB|scapades after the special|
+3042|105|2|1|30|30153.00|0.08|0.06|A|F|1995-01-12|1995-02-15|1995-01-24|DELIVER IN PERSON|SHIP|the requests detect fu|
+3042|102|3|2|28|28058.80|0.05|0.03|A|F|1994-11-24|1995-01-02|1994-12-06|TAKE BACK RETURN|MAIL|ng the furiously r|
+3042|14|8|3|34|31076.34|0.04|0.00|R|F|1994-12-11|1995-02-03|1994-12-21|TAKE BACK RETURN|TRUCK|can wake after the enticingly stealthy i|
+3042|48|1|4|19|18012.76|0.02|0.01|A|F|1995-03-05|1995-01-24|1995-03-17|COLLECT COD|TRUCK|e carefully. regul|
+3043|46|9|1|23|21758.92|0.07|0.04|R|F|1992-05-08|1992-07-22|1992-05-18|COLLECT COD|TRUCK|uickly above the pending,|
+3043|6|3|2|15|13590.00|0.03|0.05|A|F|1992-05-27|1992-06-03|1992-06-09|COLLECT COD|FOB|usly furiously|
+3043|60|1|3|42|40322.52|0.10|0.07|R|F|1992-07-15|1992-06-19|1992-07-23|NONE|MAIL|ide of the un|
+3043|91|2|4|5|4955.45|0.10|0.01|A|F|1992-05-22|1992-07-02|1992-06-20|TAKE BACK RETURN|TRUCK|ake blithely re|
+3044|101|2|1|10|10011.00|0.07|0.08|N|O|1996-07-13|1996-05-06|1996-07-21|TAKE BACK RETURN|REG AIR| slyly ironic requests. s|
+3044|168|7|2|3|3204.48|0.06|0.02|N|O|1996-07-27|1996-05-26|1996-08-15|TAKE BACK RETURN|AIR|ecoys haggle furiously pending requests.|
+3044|19|3|3|47|43193.47|0.09|0.00|N|O|1996-05-24|1996-06-22|1996-05-30|NONE|REG AIR|ly around the car|
+3045|88|9|1|41|40511.28|0.05|0.01|N|O|1995-09-30|1995-11-24|1995-10-03|TAKE BACK RETURN|MAIL|ely final foxes. carefully ironic pinto b|
+3045|69|6|2|48|46514.88|0.02|0.03|N|O|1995-10-01|1995-12-16|1995-10-10|TAKE BACK RETURN|MAIL|ole quickly outside th|
+3046|74|5|1|44|42859.08|0.03|0.03|N|O|1996-03-03|1996-02-25|1996-04-01|NONE|AIR| are quickly. blithe|
+3046|54|5|2|46|43886.30|0.03|0.08|N|O|1996-03-22|1996-02-28|1996-04-07|TAKE BACK RETURN|AIR|sits sleep furious|
+3046|2|9|3|31|27962.00|0.03|0.07|N|O|1996-03-24|1996-01-30|1996-03-26|NONE|RAIL|y pending somas alongside of the slyly iro|
+3047|104|5|1|17|17069.70|0.08|0.02|N|O|1997-06-14|1997-04-20|1997-06-23|COLLECT COD|FOB|onic instruction|
+3047|14|1|2|23|21022.23|0.00|0.04|N|O|1997-05-20|1997-06-14|1997-05-28|TAKE BACK RETURN|REG AIR| slyly ironi|
+3072|57|9|1|6|5742.30|0.09|0.05|R|F|1994-02-09|1994-03-24|1994-02-28|DELIVER IN PERSON|REG AIR|gular requests abov|
+3072|108|3|2|36|36291.60|0.07|0.02|R|F|1994-04-14|1994-04-22|1994-05-06|COLLECT COD|AIR| theodolites. blithely e|
+3072|97|8|3|7|6979.63|0.04|0.07|R|F|1994-05-09|1994-03-31|1994-05-19|COLLECT COD|TRUCK|uests. ironic, ironic depos|
+3072|83|4|4|39|38340.12|0.05|0.08|A|F|1994-05-27|1994-04-20|1994-06-14|COLLECT COD|MAIL|es; slyly spe|
+3072|88|9|5|1|988.08|0.01|0.08|R|F|1994-02-26|1994-03-14|1994-03-19|NONE|AIR| slyly ironic attainments. car|
+3073|194|7|1|16|17507.04|0.07|0.01|R|F|1994-03-02|1994-03-23|1994-03-31|DELIVER IN PERSON|AIR|n requests. ironi|
+3073|22|5|2|47|43334.94|0.09|0.00|R|F|1994-03-26|1994-02-12|1994-04-21|NONE|REG AIR|eposits. fluffily|
+3073|87|8|3|10|9870.80|0.03|0.00|R|F|1994-02-11|1994-03-24|1994-02-26|COLLECT COD|FOB| furiously caref|
+3073|29|4|4|14|13006.28|0.09|0.07|R|F|1994-03-24|1994-04-01|1994-04-07|NONE|RAIL|ilently quiet epitaphs.|
+3073|41|10|5|25|23526.00|0.00|0.07|R|F|1994-04-14|1994-03-07|1994-04-22|NONE|TRUCK|nag asymptotes. pinto beans sleep |
+3073|147|8|6|39|40838.46|0.09|0.02|R|F|1994-05-01|1994-02-16|1994-05-12|DELIVER IN PERSON|AIR|lar excuses across the furiously even |
+3073|44|5|7|11|10384.44|0.08|0.07|A|F|1994-05-01|1994-03-06|1994-05-08|COLLECT COD|SHIP|instructions sleep according to the |
+3074|37|8|1|50|46851.50|0.08|0.08|A|F|1993-01-31|1992-12-15|1993-02-20|NONE|AIR|furiously pending requests haggle s|
+3074|139|5|2|39|40526.07|0.03|0.00|R|F|1992-12-08|1993-01-28|1992-12-09|DELIVER IN PERSON|TRUCK|iously throu|
+3075|9|6|1|39|35451.00|0.02|0.03|A|F|1994-06-10|1994-06-21|1994-06-20|NONE|FOB|ing deposits nag |
+3075|52|10|2|2|1904.10|0.07|0.08|R|F|1994-06-14|1994-06-10|1994-06-25|TAKE BACK RETURN|AIR|. unusual, unusual accounts haggle furious|
+3076|85|6|1|44|43343.52|0.00|0.05|A|F|1993-09-14|1993-10-04|1993-09-17|TAKE BACK RETURN|FOB| instructions h|
+3076|106|1|2|22|22134.20|0.08|0.00|A|F|1993-09-05|1993-09-10|1993-09-27|NONE|REG AIR|packages wake furiou|
+3076|5|8|3|31|28055.00|0.06|0.06|A|F|1993-08-10|1993-09-17|1993-08-17|TAKE BACK RETURN|SHIP|regular depos|
+3077|72|2|1|25|24301.75|0.06|0.01|N|O|1997-09-14|1997-10-16|1997-10-06|NONE|TRUCK|lent account|
+3077|91|3|2|40|39643.60|0.05|0.06|N|O|1997-10-22|1997-09-19|1997-11-19|DELIVER IN PERSON|AIR|to the enticing packag|
+3077|78|7|3|13|12714.91|0.03|0.07|N|O|1997-09-09|1997-10-15|1997-09-19|NONE|TRUCK|luffily close depende|
+3077|115|5|4|23|23347.53|0.03|0.02|N|O|1997-11-05|1997-09-16|1997-11-20|NONE|MAIL|lly. fluffily pending dinos across|
+3078|132|3|1|25|25803.25|0.01|0.03|A|F|1993-04-22|1993-05-01|1993-04-28|TAKE BACK RETURN|AIR|express dinos. carefully ironic|
+3078|78|8|2|21|20539.47|0.09|0.07|A|F|1993-03-20|1993-03-21|1993-04-01|COLLECT COD|AIR|e fluffily. |
+3079|70|5|1|20|19401.40|0.05|0.00|N|O|1997-10-18|1997-10-26|1997-11-14|NONE|RAIL|ets are according to the quickly dari|
+3079|117|1|2|38|38650.18|0.08|0.07|N|O|1997-11-07|1997-11-25|1997-12-06|NONE|RAIL|e carefully regular realms|
+3079|17|8|3|40|36680.40|0.02|0.08|N|O|1997-09-26|1997-12-11|1997-10-09|NONE|RAIL|ide of the pending, special deposi|
+3079|24|5|4|2|1848.04|0.00|0.08|N|O|1998-01-05|1997-11-17|1998-01-28|NONE|FOB|ly busy requests believ|
+3079|188|9|5|2|2176.36|0.10|0.00|N|O|1997-12-27|1997-10-25|1998-01-08|COLLECT COD|SHIP|y regular asymptotes doz|
+3079|166|1|6|46|49043.36|0.00|0.00|N|O|1997-11-19|1997-11-04|1997-11-25|DELIVER IN PERSON|REG AIR|es. final, regula|
+3104|51|6|1|20|19021.00|0.01|0.08|A|F|1993-12-31|1993-11-24|1994-01-12|DELIVER IN PERSON|REG AIR|s are. furiously s|
+3104|48|1|2|47|44557.88|0.02|0.05|A|F|1993-12-25|1993-11-02|1994-01-12|COLLECT COD|RAIL|ily daring acc|
+3104|63|4|3|11|10593.66|0.02|0.03|A|F|1993-10-05|1993-11-30|1993-10-27|NONE|TRUCK| special deposits u|
+3104|38|9|4|26|24388.78|0.02|0.08|R|F|1994-01-02|1993-12-05|1994-01-31|TAKE BACK RETURN|TRUCK|es boost carefully. slyly |
+3105|184|5|1|11|11925.98|0.01|0.06|N|O|1997-02-07|1997-02-09|1997-03-01|NONE|FOB|kly bold depths caj|
+3105|45|6|2|9|8505.36|0.08|0.08|N|O|1996-12-25|1997-02-04|1997-01-09|COLLECT COD|SHIP|es wake among t|
+3105|25|4|3|48|44400.96|0.02|0.05|N|O|1997-02-28|1997-01-31|1997-03-18|DELIVER IN PERSON|REG AIR|ending platelets wake carefully ironic inst|
+3105|91|5|4|23|22795.07|0.04|0.07|N|O|1997-03-08|1996-12-14|1997-03-18|COLLECT COD|REG AIR| detect slyly. blithely unusual requests ar|
+3105|90|1|5|8|7920.72|0.07|0.07|N|O|1996-12-28|1996-12-28|1997-01-25|NONE|FOB|s. blithely unusual ideas was after|
+3105|47|6|6|30|28411.20|0.08|0.05|N|O|1997-03-03|1997-02-03|1997-03-05|NONE|FOB|ess accounts boost among t|
+3106|86|7|1|22|21693.76|0.03|0.02|N|O|1997-02-28|1997-02-12|1997-03-03|DELIVER IN PERSON|FOB|structions atop the blithely|
+3106|136|2|2|49|50770.37|0.06|0.06|N|O|1997-02-27|1997-03-11|1997-03-12|NONE|TRUCK|lets. quietly regular courts |
+3106|52|7|3|42|39986.10|0.09|0.07|N|O|1997-04-05|1997-03-17|1997-04-22|COLLECT COD|REG AIR|nstructions wake. furiously |
+3106|196|10|4|6|6577.14|0.10|0.07|N|O|1997-02-02|1997-04-11|1997-02-27|COLLECT COD|REG AIR|symptotes. slyly bold platelets cajol|
+3106|65|2|5|16|15440.96|0.09|0.08|N|O|1997-02-25|1997-04-10|1997-03-16|NONE|AIR|sits wake slyl|
+3107|149|6|1|16|16786.24|0.05|0.04|N|O|1997-08-30|1997-10-20|1997-09-20|TAKE BACK RETURN|REG AIR|regular pinto beans. ironic ideas haggle|
+3107|142|3|2|35|36474.90|0.05|0.06|N|O|1997-08-27|1997-11-19|1997-09-14|COLLECT COD|TRUCK|ets doubt furiously final ideas. final|
+3107|170|9|3|23|24613.91|0.03|0.06|N|O|1997-12-10|1997-11-11|1997-12-14|TAKE BACK RETURN|SHIP|atelets must ha|
+3107|87|8|4|27|26651.16|0.00|0.08|N|O|1997-11-15|1997-10-31|1997-11-28|DELIVER IN PERSON|FOB|furiously final |
+3108|109|2|1|37|37336.70|0.06|0.04|A|F|1993-10-16|1993-10-01|1993-11-09|DELIVER IN PERSON|RAIL| final requests. |
+3108|166|1|2|26|27720.16|0.08|0.05|A|F|1993-11-12|1993-10-05|1993-12-09|COLLECT COD|TRUCK| slyly slow foxes wake furious|
+3109|18|2|1|32|29376.32|0.08|0.03|A|F|1993-09-05|1993-10-06|1993-09-18|DELIVER IN PERSON|FOB|ecial orbits are furiou|
+3109|145|4|2|49|51211.86|0.08|0.06|R|F|1993-10-24|1993-09-30|1993-11-21|TAKE BACK RETURN|AIR| even pearls. furiously pending |
+3109|176|4|3|43|46275.31|0.04|0.07|R|F|1993-09-29|1993-09-06|1993-10-13|COLLECT COD|MAIL|ding to the foxes. |
+3109|79|10|4|26|25455.82|0.01|0.05|R|F|1993-11-16|1993-10-18|1993-12-06|TAKE BACK RETURN|TRUCK| sleep slyly according to t|
+3109|143|2|5|50|52157.00|0.01|0.08|A|F|1993-09-17|1993-10-16|1993-10-11|NONE|FOB| regular packages boost blithely even, re|
+3109|15|9|6|10|9150.10|0.10|0.04|A|F|1993-10-26|1993-10-03|1993-11-09|NONE|TRUCK|sits haggle carefully. regular, unusual ac|
+3110|89|10|1|1|989.08|0.02|0.07|A|F|1995-01-15|1995-01-20|1995-01-30|DELIVER IN PERSON|REG AIR|c theodolites a|
+3110|57|2|2|31|29668.55|0.01|0.06|R|F|1995-03-31|1995-03-07|1995-04-21|TAKE BACK RETURN|REG AIR|en deposits. ironic|
+3110|3|10|3|34|30702.00|0.02|0.02|A|F|1995-02-23|1995-01-27|1995-03-09|TAKE BACK RETURN|FOB|ly pending requests ha|
+3110|40|1|4|16|15040.64|0.04|0.04|A|F|1995-01-10|1995-02-06|1995-01-26|NONE|MAIL|across the regular acco|
+3110|140|6|5|39|40565.46|0.09|0.01|A|F|1995-02-09|1995-01-21|1995-02-21|NONE|MAIL|side of the blithely unusual courts. slyly |
+3111|137|8|1|22|22816.86|0.06|0.05|N|O|1995-09-21|1995-11-09|1995-10-17|COLLECT COD|REG AIR|quests. regular dolphins against the |
+3111|58|10|2|30|28741.50|0.06|0.05|N|O|1995-10-05|1995-11-15|1995-11-01|TAKE BACK RETURN|TRUCK|eas are furiously slyly special deposits.|
+3111|52|3|3|10|9520.50|0.02|0.02|N|O|1995-11-10|1995-11-02|1995-12-04|NONE|FOB|ng the slyly ironic inst|
+3111|132|3|4|31|31996.03|0.00|0.08|N|O|1995-10-26|1995-09-26|1995-11-02|TAKE BACK RETURN|MAIL|kages detect express attainments|
+3111|54|6|5|14|13356.70|0.05|0.04|N|O|1995-10-17|1995-10-19|1995-10-19|TAKE BACK RETURN|SHIP|re. pinto |
+3111|86|7|6|5|4930.40|0.03|0.08|N|O|1995-08-30|1995-10-16|1995-09-04|DELIVER IN PERSON|TRUCK|. carefully even ideas|
+3111|148|9|7|41|42973.74|0.09|0.05|N|O|1995-11-22|1995-11-01|1995-12-01|TAKE BACK RETURN|FOB|fily slow ideas. |
+3136|142|5|1|30|31264.20|0.02|0.08|R|F|1994-08-13|1994-10-02|1994-09-02|TAKE BACK RETURN|RAIL|leep blithel|
+3136|103|4|2|7|7021.70|0.05|0.07|A|F|1994-10-08|1994-09-14|1994-10-11|TAKE BACK RETURN|SHIP|ic pinto beans are slyly. f|
+3136|158|3|3|43|45500.45|0.00|0.07|A|F|1994-09-05|1994-09-25|1994-09-11|NONE|RAIL|. special theodolites ha|
+3136|116|6|4|26|26418.86|0.04|0.05|A|F|1994-10-13|1994-11-07|1994-11-05|TAKE BACK RETURN|AIR|eep fluffily. daringly silent attainments d|
+3136|67|8|5|2|1934.12|0.08|0.07|R|F|1994-11-21|1994-11-03|1994-11-26|DELIVER IN PERSON|TRUCK|? special, silent |
+3136|80|1|6|29|28422.32|0.08|0.07|A|F|1994-11-16|1994-10-03|1994-12-14|NONE|FOB|latelets. final |
+3137|3|4|1|6|5418.00|0.02|0.02|N|O|1995-09-19|1995-10-23|1995-10-16|NONE|SHIP|ly express as|
+3137|6|3|2|4|3624.00|0.06|0.04|N|O|1995-10-01|1995-09-11|1995-10-30|COLLECT COD|RAIL|posits wake. silent excuses boost about|
+3138|93|5|1|7|6951.63|0.05|0.05|R|F|1994-03-04|1994-03-14|1994-03-20|NONE|AIR|lithely quickly even packages. packages|
+3138|44|5|2|27|25489.08|0.09|0.01|R|F|1994-03-24|1994-03-23|1994-04-18|DELIVER IN PERSON|FOB|counts cajole fluffily carefully special i|
+3138|197|8|3|32|35110.08|0.00|0.01|R|F|1994-02-24|1994-05-07|1994-02-28|TAKE BACK RETURN|MAIL|inal foxes affix slyly. fluffily regul|
+3138|172|3|4|38|40742.46|0.07|0.04|R|F|1994-02-21|1994-03-21|1994-03-13|COLLECT COD|FOB|lithely fluffily un|
+3138|10|1|5|12|10920.12|0.09|0.02|A|F|1994-03-04|1994-04-11|1994-03-21|COLLECT COD|FOB|. bold pinto beans haggl|
+3138|44|7|6|25|23601.00|0.05|0.08|A|F|1994-05-19|1994-04-07|1994-06-17|TAKE BACK RETURN|AIR|dolites around the carefully busy the|
+3139|40|6|1|46|43241.84|0.08|0.03|R|F|1992-04-28|1992-03-04|1992-05-19|TAKE BACK RETURN|FOB|of the unusual, unusual re|
+3140|7|4|1|21|19047.00|0.08|0.02|R|F|1992-04-12|1992-05-31|1992-04-21|NONE|REG AIR| furiously sly excuses according to the|
+3140|89|10|2|10|9890.80|0.07|0.01|A|F|1992-05-30|1992-05-09|1992-06-09|COLLECT COD|RAIL|accounts. expres|
+3140|133|4|3|28|28927.64|0.06|0.00|R|F|1992-06-08|1992-07-07|1992-07-08|TAKE BACK RETURN|SHIP|lar ideas. slyly ironic d|
+3141|177|6|1|32|34469.44|0.06|0.00|N|O|1995-11-21|1995-12-18|1995-11-26|DELIVER IN PERSON|FOB|oxes are quickly about t|
+3141|10|7|2|37|33670.37|0.10|0.05|N|O|1996-01-24|1995-12-16|1996-01-27|DELIVER IN PERSON|AIR|press pinto beans. bold accounts boost b|
+3141|79|7|3|9|8811.63|0.09|0.02|N|O|1995-11-11|1995-12-10|1995-12-02|DELIVER IN PERSON|MAIL|uickly ironic, pendi|
+3141|46|9|4|47|44463.88|0.03|0.01|N|O|1995-11-29|1996-01-13|1995-12-10|TAKE BACK RETURN|TRUCK| are slyly pi|
+3142|120|7|1|15|15301.80|0.03|0.08|R|F|1992-08-15|1992-08-18|1992-08-22|DELIVER IN PERSON|AIR|instructions are. ironic packages doz|
+3143|90|1|1|22|21781.98|0.02|0.00|A|F|1993-05-11|1993-03-26|1993-05-20|TAKE BACK RETURN|MAIL|l, special instructions nag |
+3143|183|4|2|40|43327.20|0.03|0.08|A|F|1993-05-07|1993-03-29|1993-05-17|COLLECT COD|FOB|sly unusual theodolites. slyly ev|
+3143|183|4|3|22|23829.96|0.05|0.03|A|F|1993-03-18|1993-05-09|1993-04-14|DELIVER IN PERSON|MAIL|beans. fluf|
+3143|66|7|4|46|44438.76|0.05|0.08|R|F|1993-04-19|1993-03-21|1993-05-05|COLLECT COD|REG AIR|low forges haggle. even packages use bli|
+3168|60|8|1|46|44162.76|0.08|0.08|R|F|1992-02-14|1992-03-02|1992-03-02|TAKE BACK RETURN|SHIP|y across the express accounts. fluff|
+3168|154|5|2|1|1054.15|0.06|0.08|A|F|1992-05-27|1992-03-12|1992-06-09|TAKE BACK RETURN|SHIP|pinto beans. slyly regular courts haggle |
+3168|128|3|3|13|13365.56|0.09|0.02|A|F|1992-03-05|1992-04-29|1992-03-15|NONE|SHIP|ironic somas haggle quick|
+3168|165|10|4|11|11716.76|0.02|0.05|R|F|1992-04-12|1992-03-17|1992-05-12|COLLECT COD|SHIP|ously furious dependenc|
+3169|192|4|1|12|13106.28|0.01|0.04|R|F|1994-01-05|1994-03-18|1994-01-21|COLLECT COD|REG AIR| regular d|
+3169|200|3|2|17|18703.40|0.05|0.04|R|F|1994-03-02|1994-01-21|1994-03-03|DELIVER IN PERSON|TRUCK|usly regular packages. ironi|
+3169|188|9|3|12|13058.16|0.08|0.07|A|F|1994-04-18|1994-03-12|1994-05-08|TAKE BACK RETURN|FOB|atelets. pac|
+3169|105|6|4|26|26132.60|0.10|0.04|R|F|1994-04-08|1994-03-21|1994-04-29|NONE|TRUCK|ter the regular ideas. slyly iro|
+3169|108|9|5|6|6048.60|0.09|0.01|A|F|1994-03-24|1994-02-22|1994-04-04|TAKE BACK RETURN|AIR|ular instructions. ca|
+3169|177|8|6|46|49549.82|0.02|0.07|A|F|1994-02-01|1994-01-22|1994-02-24|DELIVER IN PERSON|RAIL|thely bold theodolites are fl|
+3170|40|6|1|12|11280.48|0.03|0.03|N|O|1998-02-12|1998-01-17|1998-02-24|NONE|TRUCK|ing accounts along the speci|
+3170|100|2|2|21|21002.10|0.01|0.00|N|O|1997-12-09|1998-01-31|1997-12-21|DELIVER IN PERSON|MAIL|o beans. carefully final requests dou|
+3170|89|10|3|27|26705.16|0.00|0.05|N|O|1998-02-25|1998-01-29|1998-02-27|COLLECT COD|AIR|efully bold foxes. regular, ev|
+3170|41|2|4|34|31995.36|0.05|0.04|N|O|1998-02-01|1998-01-11|1998-02-20|TAKE BACK RETURN|TRUCK|s about the fluffily final de|
+3170|90|1|5|32|31682.88|0.02|0.04|N|O|1997-11-24|1997-12-12|1997-12-15|COLLECT COD|SHIP|ggle about the furiously r|
+3170|110|5|6|43|43434.73|0.08|0.05|N|O|1998-01-05|1998-01-04|1998-01-14|NONE|REG AIR|. express dolphins use sly|
+3170|84|5|7|26|25586.08|0.10|0.05|N|O|1998-02-12|1997-12-22|1998-02-28|COLLECT COD|TRUCK|s engage furiously. |
+3171|47|4|1|34|32199.36|0.04|0.00|A|F|1993-05-30|1993-05-27|1993-06-06|DELIVER IN PERSON|REG AIR|r the final, even packages. quickly|
+3171|139|10|2|50|51956.50|0.01|0.04|A|F|1993-07-19|1993-05-15|1993-07-31|TAKE BACK RETURN|REG AIR|riously final foxes about the ca|
+3172|96|9|1|4|3984.36|0.06|0.07|A|F|1992-09-26|1992-08-15|1992-10-20|DELIVER IN PERSON|TRUCK|s are slyly thin package|
+3172|148|7|2|43|45070.02|0.05|0.07|R|F|1992-08-22|1992-07-07|1992-08-26|COLLECT COD|MAIL| final packages. |
+3172|132|3|3|13|13417.69|0.03|0.01|R|F|1992-07-06|1992-08-06|1992-08-05|DELIVER IN PERSON|MAIL|inal deposits haggle along the|
+3172|135|6|4|28|28983.64|0.08|0.04|R|F|1992-07-09|1992-07-14|1992-07-16|NONE|MAIL|regular ideas. packages are furi|
+3172|64|5|5|31|29885.86|0.05|0.08|A|F|1992-09-01|1992-08-27|1992-09-23|NONE|SHIP|. slyly regular dependencies haggle quiet|
+3173|195|6|1|35|38331.65|0.01|0.08|N|O|1996-09-09|1996-10-15|1996-10-04|TAKE BACK RETURN|RAIL| across the slyly even requests.|
+3173|178|7|2|5|5390.85|0.09|0.07|N|O|1996-12-06|1996-09-17|1996-12-07|DELIVER IN PERSON|REG AIR|express depo|
+3173|46|9|3|16|15136.64|0.06|0.01|N|O|1996-08-12|1996-09-21|1996-08-22|NONE|SHIP|e special,|
+3173|94|5|4|2|1988.18|0.00|0.00|N|O|1996-10-15|1996-11-06|1996-10-18|COLLECT COD|MAIL|ular pearls|
+3173|185|6|5|2|2170.36|0.00|0.06|N|O|1996-08-18|1996-09-21|1996-09-07|DELIVER IN PERSON|MAIL|fluffily above t|
+3174|186|7|1|6|6517.08|0.04|0.08|N|O|1996-03-13|1996-02-09|1996-03-22|DELIVER IN PERSON|AIR| furiously ironic|
+3174|194|7|2|4|4376.76|0.01|0.05|N|O|1995-11-17|1996-01-08|1995-11-27|DELIVER IN PERSON|RAIL|deas sleep thi|
+3174|92|4|3|21|20833.89|0.08|0.05|N|O|1996-02-20|1995-12-28|1996-03-17|NONE|MAIL|iously. idly bold theodolites a|
+3174|192|6|4|13|14198.47|0.08|0.06|N|O|1996-01-11|1996-01-26|1996-02-01|DELIVER IN PERSON|SHIP|leep quickly? slyly special platelets|
+3174|72|2|5|39|37910.73|0.02|0.06|N|O|1995-12-02|1996-02-08|1995-12-12|TAKE BACK RETURN|TRUCK| wake slyly foxes. bold requests p|
+3174|120|7|6|8|8160.96|0.07|0.08|N|O|1995-12-07|1996-01-08|1995-12-29|DELIVER IN PERSON|TRUCK|nic deposits among t|
+3175|120|10|1|28|28563.36|0.10|0.01|R|F|1994-09-27|1994-10-05|1994-10-04|NONE|FOB|ore the even, silent foxes. b|
+3175|1|4|2|38|34238.00|0.01|0.07|R|F|1994-10-10|1994-08-25|1994-10-28|NONE|MAIL|the quickly even dolph|
+3175|129|4|3|12|12349.44|0.09|0.07|R|F|1994-10-16|1994-09-15|1994-10-18|NONE|AIR|ter the pending deposits. slyly e|
+3175|85|6|4|14|13791.12|0.02|0.05|R|F|1994-10-21|1994-09-05|1994-11-15|NONE|MAIL|nt dependencies are quietly even |
+3175|18|8|5|47|43146.47|0.08|0.03|R|F|1994-08-08|1994-09-10|1994-08-21|COLLECT COD|REG AIR| final requests x-r|
+3175|175|6|6|44|47307.48|0.01|0.00|R|F|1994-09-26|1994-08-30|1994-10-24|TAKE BACK RETURN|MAIL|are carefully furiously ironic accounts. e|
+3175|1|4|7|32|28832.00|0.01|0.02|R|F|1994-09-29|1994-09-20|1994-10-10|TAKE BACK RETURN|SHIP|lites sleep|
+3200|116|6|1|17|17273.87|0.10|0.00|N|O|1996-06-06|1996-04-21|1996-06-14|DELIVER IN PERSON|AIR|side of the furiously pendin|
+3200|166|1|2|27|28786.32|0.03|0.00|N|O|1996-05-07|1996-05-01|1996-05-09|TAKE BACK RETURN|REG AIR|as haggle furiously against the fluff|
+3200|131|2|3|36|37120.68|0.01|0.01|N|O|1996-03-22|1996-03-19|1996-03-30|DELIVER IN PERSON|FOB|f the carefu|
+3200|30|9|4|11|10230.33|0.10|0.02|N|O|1996-03-18|1996-03-21|1996-04-14|COLLECT COD|RAIL|osits sleep fur|
+3200|198|9|5|16|17571.04|0.05|0.00|N|O|1996-02-28|1996-03-13|1996-03-11|NONE|RAIL|ly against the quiet packages. blith|
+3200|175|3|6|25|26879.25|0.10|0.01|N|O|1996-02-08|1996-04-11|1996-03-06|COLLECT COD|FOB| slyly regular hockey players! pinto beans |
+3201|46|7|1|11|10406.44|0.10|0.06|A|F|1993-09-27|1993-08-29|1993-10-18|NONE|TRUCK|ing to the furiously expr|
+3201|118|5|2|27|27488.97|0.08|0.02|R|F|1993-08-31|1993-08-24|1993-09-08|TAKE BACK RETURN|FOB|deposits are slyly along|
+3201|119|6|3|50|50955.50|0.00|0.08|R|F|1993-10-27|1993-09-30|1993-11-16|COLLECT COD|TRUCK| deposits. express, ir|
+3202|183|4|1|30|32495.40|0.09|0.02|A|F|1993-03-18|1993-03-10|1993-03-23|COLLECT COD|SHIP|ven platelets. furiously final|
+3202|20|4|2|22|20240.44|0.01|0.02|R|F|1993-02-16|1993-02-16|1993-03-16|TAKE BACK RETURN|MAIL|the express packages. fu|
+3203|144|5|1|23|24015.22|0.01|0.07|N|O|1998-01-04|1998-01-12|1998-01-24|COLLECT COD|SHIP|uses. fluffily ironic pinto bea|
+3203|188|9|2|22|23939.96|0.03|0.03|N|O|1998-02-12|1998-01-01|1998-02-18|TAKE BACK RETURN|REG AIR|e the blithely regular accounts boost f|
+3204|12|2|1|10|9120.10|0.10|0.07|R|F|1993-01-27|1993-03-08|1993-01-29|COLLECT COD|SHIP|counts. bold |
+3204|7|10|2|39|35373.00|0.10|0.03|R|F|1993-02-11|1993-03-19|1993-02-28|TAKE BACK RETURN|MAIL|sits sleep theodolites. slyly bo|
+3205|68|5|1|7|6776.42|0.09|0.00|R|F|1992-07-05|1992-06-17|1992-07-07|NONE|SHIP|ly alongsi|
+3205|29|10|2|32|29728.64|0.08|0.03|A|F|1992-06-01|1992-07-10|1992-06-06|TAKE BACK RETURN|RAIL|lar accoun|
+3205|103|6|3|38|38117.80|0.10|0.08|A|F|1992-07-31|1992-06-03|1992-08-20|DELIVER IN PERSON|AIR|usly quiet accounts. slyly pending pinto |
+3205|56|7|4|10|9560.50|0.01|0.07|A|F|1992-06-18|1992-07-04|1992-07-16|COLLECT COD|RAIL| deposits cajole careful|
+3205|70|9|5|18|17461.26|0.03|0.03|A|F|1992-07-04|1992-06-14|1992-08-03|TAKE BACK RETURN|RAIL|symptotes. slyly even deposits ar|
+3205|195|8|6|19|20808.61|0.07|0.08|R|F|1992-05-28|1992-05-30|1992-06-05|COLLECT COD|AIR|yly pending packages snooz|
+3205|69|8|7|36|34886.16|0.06|0.03|A|F|1992-05-31|1992-06-19|1992-06-03|TAKE BACK RETURN|SHIP|s. ironic platelets above the s|
+3206|176|4|1|1|1076.17|0.07|0.05|N|O|1996-11-22|1996-10-16|1996-12-07|TAKE BACK RETURN|FOB|y unusual foxes cajole ab|
+3206|111|5|2|37|37411.07|0.07|0.01|N|O|1996-09-06|1996-10-31|1996-09-25|COLLECT COD|SHIP| quick theodolites hagg|
+3206|186|7|3|24|26068.32|0.00|0.08|N|O|1996-08-25|1996-10-01|1996-09-04|COLLECT COD|TRUCK|encies sleep deposits--|
+3207|113|3|1|2|2026.22|0.10|0.03|N|O|1998-06-15|1998-04-20|1998-06-21|COLLECT COD|MAIL|among the ironic, even packages |
+3207|71|9|2|42|40784.94|0.00|0.00|N|O|1998-05-02|1998-05-10|1998-06-01|NONE|SHIP|to the quickly special accounts? ironically|
+3207|152|7|3|17|17886.55|0.03|0.04|N|O|1998-03-27|1998-04-06|1998-03-28|COLLECT COD|RAIL|eep against the instructions. gifts hag|
+3207|19|6|4|32|29408.32|0.00|0.03|N|O|1998-06-17|1998-04-26|1998-07-07|TAKE BACK RETURN|SHIP|y across the slyly express foxes. bl|
+3207|83|4|5|8|7864.64|0.00|0.06|N|O|1998-06-13|1998-04-26|1998-07-11|COLLECT COD|SHIP|y. final pint|
+3207|134|5|6|32|33092.16|0.03|0.05|N|O|1998-04-19|1998-05-01|1998-05-08|COLLECT COD|FOB|l deposits wake beyond the carefully|
+3232|14|5|1|22|20108.22|0.10|0.01|A|F|1992-11-30|1992-12-09|1992-12-04|NONE|RAIL|thely. furio|
+3232|135|1|2|34|35194.42|0.07|0.04|R|F|1993-01-09|1992-11-14|1993-02-03|NONE|SHIP|old packages integrate quickly |
+3232|181|2|3|3|3243.54|0.04|0.06|R|F|1992-12-14|1992-12-11|1992-12-29|DELIVER IN PERSON|FOB|ily blithely ironic acco|
+3233|51|2|1|23|21874.15|0.04|0.05|A|F|1994-12-07|1995-01-11|1994-12-26|NONE|AIR|pending instructions use after the carefu|
+3233|154|6|2|6|6324.90|0.02|0.08|A|F|1994-12-06|1994-12-05|1994-12-07|TAKE BACK RETURN|REG AIR|requests are quickly above the slyly p|
+3233|100|4|3|2|2000.20|0.04|0.06|R|F|1995-01-03|1995-01-02|1995-01-21|TAKE BACK RETURN|AIR| across the bold packages|
+3233|9|2|4|25|22725.00|0.04|0.07|A|F|1994-11-24|1995-01-07|1994-12-11|NONE|RAIL|oss the pl|
+3234|79|10|1|45|44058.15|0.01|0.04|N|O|1996-05-15|1996-05-09|1996-06-02|DELIVER IN PERSON|TRUCK| express packages are carefully. f|
+3234|84|5|2|23|22633.84|0.03|0.00|N|O|1996-05-29|1996-05-15|1996-06-17|DELIVER IN PERSON|AIR|d-- fluffily special packag|
+3234|75|4|3|16|15601.12|0.06|0.05|N|O|1996-06-10|1996-05-30|1996-06-18|COLLECT COD|RAIL|ithely ironic accounts wake along t|
+3234|122|1|4|50|51106.00|0.09|0.05|N|O|1996-06-11|1996-05-19|1996-06-18|NONE|MAIL|ly regular ideas according to the regula|
+3234|165|2|5|14|14912.24|0.01|0.07|N|O|1996-04-06|1996-05-30|1996-04-13|NONE|REG AIR|lithely regular f|
+3235|109|2|1|9|9081.90|0.07|0.00|N|O|1995-11-17|1995-12-24|1995-11-30|COLLECT COD|AIR|l courts sleep quickly slyly |
+3235|95|6|2|43|42788.87|0.10|0.07|N|O|1995-12-25|1996-01-23|1996-01-09|COLLECT COD|MAIL|ckly final instru|
+3235|138|9|3|29|30105.77|0.06|0.06|N|O|1996-01-28|1995-12-26|1996-02-12|DELIVER IN PERSON|RAIL|e fluffy pinto bea|
+3235|178|9|4|23|24797.91|0.00|0.01|N|O|1996-02-16|1996-01-05|1996-03-07|DELIVER IN PERSON|SHIP|ldly ironic pinto beans|
+3236|117|4|1|10|10171.10|0.06|0.05|N|O|1996-11-15|1996-12-14|1996-11-29|TAKE BACK RETURN|AIR|arefully. fluffily reg|
+3236|122|7|2|21|21464.52|0.01|0.07|N|O|1996-12-23|1996-12-12|1997-01-21|NONE|AIR| final pinto |
+3236|118|2|3|7|7126.77|0.07|0.01|N|O|1996-12-27|1996-12-18|1997-01-24|DELIVER IN PERSON|SHIP|dolites. slyly unus|
+3237|11|5|1|11|10021.11|0.02|0.07|A|F|1992-08-03|1992-07-31|1992-08-13|TAKE BACK RETURN|AIR|es. permanently express platelets besid|
+3238|72|3|1|12|11664.84|0.06|0.01|R|F|1993-03-06|1993-05-08|1993-04-01|DELIVER IN PERSON|AIR|ackages affix furiously. furiously bol|
+3238|173|2|2|26|27902.42|0.01|0.06|A|F|1993-02-25|1993-04-04|1993-03-20|TAKE BACK RETURN|REG AIR|g accounts sleep furiously ironic attai|
+3238|81|2|3|1|981.08|0.00|0.04|R|F|1993-05-17|1993-04-18|1993-05-27|NONE|SHIP|wake alongs|
+3239|45|8|1|50|47252.00|0.05|0.01|N|O|1998-02-09|1998-04-02|1998-02-22|NONE|FOB|d blithely stea|
+3239|45|8|2|43|40636.72|0.01|0.06|N|O|1998-01-15|1998-03-12|1998-01-29|COLLECT COD|REG AIR|y. bold pinto beans use |
+3239|13|7|3|13|11869.13|0.01|0.05|N|O|1998-02-10|1998-02-19|1998-02-25|DELIVER IN PERSON|MAIL|r deposits solve fluf|
+3239|195|6|4|26|28474.94|0.03|0.05|N|O|1998-01-21|1998-03-21|1998-02-08|DELIVER IN PERSON|SHIP|ngly pending platelets are fluff|
+3239|12|9|5|31|28272.31|0.10|0.08|N|O|1998-04-14|1998-03-24|1998-04-17|DELIVER IN PERSON|FOB|foxes. pendin|
+3264|200|1|1|39|42907.80|0.06|0.06|N|O|1996-11-07|1996-12-12|1996-11-20|TAKE BACK RETURN|REG AIR|sleep carefully after the slyly final|
+3264|131|2|2|34|35058.42|0.00|0.01|N|O|1997-01-03|1997-01-06|1997-01-29|TAKE BACK RETURN|REG AIR|rns haggle carefully. blit|
+3264|125|8|3|11|11276.32|0.09|0.03|N|O|1996-12-11|1996-12-19|1996-12-15|DELIVER IN PERSON|SHIP|regular packages|
+3264|109|10|4|24|24218.40|0.09|0.07|N|O|1997-01-07|1996-12-13|1997-01-11|TAKE BACK RETURN|RAIL|ctions. quick|
+3264|63|4|5|6|5778.36|0.04|0.03|N|O|1996-11-10|1996-12-05|1996-11-22|TAKE BACK RETURN|SHIP|press packages. ironical|
+3264|141|2|6|43|44769.02|0.06|0.06|N|O|1997-01-17|1997-01-24|1997-02-01|TAKE BACK RETURN|TRUCK|leep at the blithely bold|
+3265|25|4|1|8|7400.16|0.06|0.02|A|F|1992-09-01|1992-09-12|1992-09-27|DELIVER IN PERSON|TRUCK|thely ironic requests sleep slyly-- i|
+3265|72|2|2|7|6804.49|0.09|0.00|R|F|1992-09-16|1992-09-04|1992-10-14|DELIVER IN PERSON|MAIL|he forges. fluffily regular asym|
+3265|191|4|3|28|30553.32|0.09|0.08|A|F|1992-10-22|1992-08-23|1992-10-25|NONE|RAIL|n requests. quickly final dinos|
+3266|64|1|1|31|29885.86|0.09|0.02|N|O|1995-06-19|1995-05-04|1995-07-06|COLLECT COD|MAIL|grate among the quickly express deposits|
+3266|38|4|2|43|40335.29|0.06|0.07|R|F|1995-05-04|1995-05-30|1995-05-11|COLLECT COD|AIR|ular asymptotes use careful|
+3267|185|6|1|33|35810.94|0.06|0.01|N|O|1997-03-30|1997-03-25|1997-04-23|TAKE BACK RETURN|AIR|es boost. |
+3268|96|7|1|1|996.09|0.06|0.08|A|F|1994-09-12|1994-08-31|1994-09-16|NONE|TRUCK|. ironic, bold requests use carefull|
+3268|42|9|2|40|37681.60|0.08|0.01|R|F|1994-06-30|1994-08-22|1994-07-25|COLLECT COD|FOB|ly. bold, eve|
+3269|161|10|1|40|42446.40|0.02|0.07|N|O|1996-06-11|1996-05-06|1996-06-15|DELIVER IN PERSON|TRUCK|es. pending d|
+3269|38|4|2|46|43149.38|0.00|0.02|N|O|1996-04-21|1996-04-12|1996-05-10|DELIVER IN PERSON|MAIL|final asymptotes nag|
+3269|44|3|3|39|36817.56|0.02|0.03|N|O|1996-03-13|1996-05-26|1996-03-19|COLLECT COD|MAIL|he express packages?|
+3269|83|4|4|37|36373.96|0.07|0.05|N|O|1996-06-14|1996-04-27|1996-07-07|NONE|MAIL|egular requests. carefully un|
+3269|93|7|5|42|41709.78|0.09|0.05|N|O|1996-03-19|1996-04-24|1996-04-18|COLLECT COD|TRUCK| the special packages. |
+3269|131|7|6|16|16498.08|0.01|0.08|N|O|1996-03-03|1996-04-06|1996-03-06|NONE|RAIL|s cajole. silent deposits are f|
+3270|35|1|1|11|10285.33|0.07|0.06|N|O|1997-07-29|1997-08-11|1997-08-05|TAKE BACK RETURN|AIR| solve at the regular deposits. |
+3270|38|4|2|44|41273.32|0.10|0.05|N|O|1997-07-20|1997-08-15|1997-08-04|DELIVER IN PERSON|SHIP| accounts. carefully even |
+3270|65|4|3|20|19301.20|0.01|0.02|N|O|1997-08-26|1997-07-31|1997-08-30|DELIVER IN PERSON|FOB|en accounts among the c|
+3270|189|10|4|29|31586.22|0.06|0.05|N|O|1997-07-01|1997-07-23|1997-07-10|TAKE BACK RETURN|MAIL|sly regular asymptotes. slyly dog|
+3270|34|10|5|32|29888.96|0.03|0.00|N|O|1997-09-23|1997-08-17|1997-09-27|NONE|REG AIR|promise carefully.|
+3270|57|5|6|29|27754.45|0.01|0.04|N|O|1997-08-22|1997-08-17|1997-09-06|COLLECT COD|RAIL|ptotes nag above the quickly bold deposits|
+3270|117|1|7|9|9153.99|0.06|0.08|N|O|1997-08-14|1997-08-11|1997-09-09|DELIVER IN PERSON|SHIP|ual packages|
+3271|57|9|1|30|28711.50|0.01|0.04|A|F|1992-01-16|1992-03-20|1992-01-17|DELIVER IN PERSON|AIR|r the unusual Tiresia|
+3271|54|5|2|18|17172.90|0.09|0.06|R|F|1992-05-01|1992-03-28|1992-05-29|DELIVER IN PERSON|FOB| packages eat around the furiously regul|
+3271|95|6|3|14|13931.26|0.05|0.01|A|F|1992-02-24|1992-02-14|1992-03-23|NONE|AIR|ending, even packa|
+3271|64|1|4|29|27957.74|0.07|0.04|A|F|1992-03-10|1992-02-05|1992-03-14|COLLECT COD|MAIL|lar instructions. carefully regular|
+3296|84|5|1|12|11808.96|0.06|0.07|R|F|1994-12-08|1994-12-14|1994-12-24|COLLECT COD|AIR|y about the slyly bold pinto bea|
+3296|149|8|2|31|32523.34|0.08|0.00|R|F|1995-01-26|1994-12-25|1995-02-16|NONE|REG AIR|ainst the furi|
+3296|185|6|3|29|31470.22|0.02|0.04|A|F|1995-01-12|1994-11-26|1995-02-06|DELIVER IN PERSON|SHIP|ss ideas are reg|
+3296|140|1|4|47|48886.58|0.06|0.00|A|F|1994-11-08|1994-12-20|1994-11-30|NONE|FOB|egular deposits. quic|
+3296|177|6|5|16|17234.72|0.06|0.02|R|F|1995-01-11|1994-12-27|1995-01-12|DELIVER IN PERSON|SHIP|kages cajole carefully |
+3296|197|1|6|40|43887.60|0.00|0.04|A|F|1994-12-28|1994-12-08|1995-01-13|COLLECT COD|REG AIR|ronic ideas across the|
+3296|36|2|7|6|5616.18|0.02|0.01|R|F|1995-01-03|1994-12-23|1995-01-27|TAKE BACK RETURN|AIR|carefully fur|
+3297|134|10|1|10|10341.30|0.10|0.04|A|F|1992-12-14|1993-01-21|1992-12-26|NONE|SHIP|ironic idea|
+3298|149|6|1|9|9442.26|0.01|0.06|N|O|1996-08-15|1996-05-24|1996-09-12|COLLECT COD|REG AIR|ly final accou|
+3298|186|7|2|27|29326.86|0.06|0.06|N|O|1996-07-10|1996-05-21|1996-07-15|DELIVER IN PERSON|FOB|lar packages. regular deposit|
+3298|29|2|3|25|23225.50|0.10|0.08|N|O|1996-06-30|1996-05-31|1996-07-23|COLLECT COD|SHIP|ly express f|
+3298|191|5|4|1|1091.19|0.10|0.03|N|O|1996-07-31|1996-05-23|1996-08-24|TAKE BACK RETURN|FOB|refully regular requ|
+3299|183|4|1|40|43327.20|0.03|0.02|A|F|1994-03-21|1994-03-23|1994-04-12|COLLECT COD|AIR|lyly even request|
+3300|129|4|1|3|3087.36|0.07|0.02|N|O|1995-11-01|1995-10-02|1995-11-20|NONE|REG AIR|g according to the dugouts. caref|
+3300|149|10|2|23|24130.22|0.02|0.02|N|O|1995-08-17|1995-09-03|1995-09-04|COLLECT COD|TRUCK|he fluffily final a|
+3301|169|8|1|45|48112.20|0.04|0.05|A|F|1994-11-19|1994-10-27|1994-11-24|TAKE BACK RETURN|FOB|nusual, final excuses after the entici|
+3302|36|2|1|45|42121.35|0.09|0.00|N|O|1996-01-24|1995-12-16|1996-02-13|COLLECT COD|FOB|counts use quickl|
+3303|184|5|1|25|27104.50|0.06|0.01|N|O|1998-03-25|1998-01-31|1998-04-12|NONE|SHIP|lly regular pi|
+3303|21|2|2|15|13815.30|0.04|0.06|N|O|1998-01-29|1998-01-22|1998-02-21|COLLECT COD|SHIP| detect sly|
+3303|99|10|3|37|36966.33|0.05|0.02|N|O|1998-02-16|1998-03-07|1998-02-18|TAKE BACK RETURN|TRUCK| carefully ironic asympt|
+3303|36|2|4|26|24336.78|0.09|0.00|N|O|1998-01-18|1998-03-11|1998-02-11|DELIVER IN PERSON|REG AIR|ickly permanent requests w|
+3328|113|7|1|6|6078.66|0.03|0.08|A|F|1993-03-07|1993-01-25|1993-03-29|COLLECT COD|TRUCK|ffily even instructions detect b|
+3328|5|2|2|23|20815.00|0.01|0.06|R|F|1993-01-12|1993-02-07|1993-01-30|TAKE BACK RETURN|MAIL|y. careful|
+3328|139|10|3|44|45721.72|0.05|0.00|R|F|1992-12-03|1992-12-19|1992-12-09|TAKE BACK RETURN|FOB|dly quickly final foxes? re|
+3328|95|9|4|42|41793.78|0.01|0.05|R|F|1992-11-24|1992-12-20|1992-12-06|DELIVER IN PERSON|AIR|ronic requests|
+3328|131|7|5|25|25778.25|0.05|0.00|R|F|1993-01-28|1993-01-04|1993-01-31|NONE|RAIL|e unusual, r|
+3329|138|4|1|36|37372.68|0.09|0.08|N|O|1995-08-06|1995-08-03|1995-08-14|DELIVER IN PERSON|TRUCK|ts at the re|
+3329|6|3|2|9|8154.00|0.00|0.02|N|O|1995-07-24|1995-08-02|1995-08-01|COLLECT COD|MAIL|lly final depo|
+3329|123|4|3|1|1023.12|0.04|0.08|N|O|1995-08-22|1995-09-28|1995-09-09|COLLECT COD|REG AIR|regular packages are carefull|
+3330|20|7|1|49|45080.98|0.05|0.01|R|F|1995-03-02|1995-03-03|1995-03-16|DELIVER IN PERSON|TRUCK|haggle carefully alongside of the bold r|
+3331|64|9|1|9|8676.54|0.08|0.07|A|F|1993-07-18|1993-07-03|1993-08-16|TAKE BACK RETURN|AIR|odolites. bold accounts|
+3331|21|2|2|38|34998.76|0.06|0.04|R|F|1993-07-24|1993-06-22|1993-08-23|NONE|AIR|ymptotes haggle across the ca|
+3331|3|10|3|26|23478.00|0.09|0.05|A|F|1993-08-05|1993-07-17|1993-08-29|DELIVER IN PERSON|MAIL|p asymptotes. carefully unusual in|
+3332|84|5|1|28|27554.24|0.10|0.02|R|F|1994-12-30|1995-01-16|1995-01-16|COLLECT COD|FOB|s against the carefully special multipl|
+3332|136|2|2|21|21758.73|0.08|0.04|R|F|1995-02-04|1995-01-08|1995-02-06|COLLECT COD|MAIL| quick packages sle|
+3332|134|5|3|27|27921.51|0.03|0.02|A|F|1994-12-10|1995-01-14|1994-12-11|TAKE BACK RETURN|FOB|ording to the slyly regula|
+3333|150|9|1|27|28354.05|0.06|0.08|A|F|1992-12-06|1992-10-26|1992-12-07|COLLECT COD|SHIP|s dazzle fluffil|
+3333|199|3|2|36|39570.84|0.08|0.07|R|F|1992-11-20|1992-11-06|1992-12-16|TAKE BACK RETURN|FOB|foxes sleep neve|
+3333|108|1|3|38|38307.80|0.05|0.05|A|F|1992-10-30|1992-11-03|1992-11-04|NONE|MAIL|ccounts promise bl|
+3333|113|4|4|49|49642.39|0.07|0.07|R|F|1992-10-02|1992-11-30|1992-10-12|DELIVER IN PERSON|MAIL|riously ironic r|
+3333|43|2|5|45|42436.80|0.07|0.08|A|F|1992-10-04|1992-11-08|1992-10-27|COLLECT COD|SHIP|dolites. quickly r|
+3334|187|8|1|20|21743.60|0.04|0.03|N|O|1996-05-21|1996-04-08|1996-05-26|TAKE BACK RETURN|AIR|uses nag furiously. instructions are ca|
+3334|190|1|2|7|7631.33|0.09|0.07|N|O|1996-04-28|1996-04-08|1996-05-25|NONE|SHIP|nts sublate slyly express pack|
+3335|105|10|1|13|13066.30|0.06|0.07|N|O|1996-01-20|1995-12-20|1996-02-09|COLLECT COD|REG AIR|out the special asymptotes|
+3335|31|2|2|44|40965.32|0.07|0.02|N|O|1996-01-05|1995-12-25|1996-01-18|DELIVER IN PERSON|SHIP|r packages cajole ac|
+3335|140|6|3|16|16642.24|0.01|0.06|N|O|1995-10-18|1995-12-08|1995-11-03|DELIVER IN PERSON|SHIP|g packages. carefully regular reque|
+3335|90|1|4|47|46534.23|0.10|0.03|N|O|1995-12-02|1995-11-19|1995-12-27|NONE|MAIL| quickly special ideas.|
+3360|174|4|1|31|33299.27|0.08|0.04|N|O|1998-04-24|1998-04-12|1998-05-23|COLLECT COD|REG AIR|quests. carefully even deposits wake acros|
+3360|91|3|2|29|28741.61|0.00|0.06|N|O|1998-04-15|1998-02-25|1998-05-13|TAKE BACK RETURN|FOB|press asymptotes. furiously final |
+3360|82|3|3|39|38301.12|0.08|0.03|N|O|1998-04-09|1998-04-20|1998-05-05|DELIVER IN PERSON|REG AIR|s. blithely express pinto bean|
+3360|117|7|4|29|29496.19|0.10|0.01|N|O|1998-05-19|1998-03-03|1998-06-09|TAKE BACK RETURN|FOB|hely gifts. spe|
+3360|58|6|5|4|3832.20|0.08|0.07|N|O|1998-02-27|1998-03-23|1998-03-28|COLLECT COD|SHIP|ly busy inst|
+3360|71|1|6|42|40784.94|0.04|0.01|N|O|1998-05-07|1998-04-18|1998-06-04|DELIVER IN PERSON|FOB|ages cajole. pending, |
+3361|144|5|1|6|6264.84|0.02|0.02|R|F|1992-10-02|1992-10-25|1992-10-05|DELIVER IN PERSON|FOB| packages sleep. furiously unus|
+3361|171|10|2|33|35348.61|0.01|0.02|R|F|1992-11-09|1992-10-15|1992-11-11|TAKE BACK RETURN|MAIL|uriously ironic accounts. ironic, ir|
+3361|191|5|3|31|33826.89|0.06|0.04|R|F|1992-08-29|1992-10-13|1992-09-08|NONE|FOB|ts. pending, regular accounts sleep fur|
+3362|22|5|1|14|12908.28|0.06|0.05|N|O|1995-08-01|1995-09-06|1995-08-22|NONE|FOB|even Tires|
+3362|195|6|2|41|44902.79|0.05|0.03|N|O|1995-10-31|1995-09-04|1995-11-17|COLLECT COD|REG AIR|ake alongside of the |
+3362|115|9|3|40|40604.40|0.05|0.06|N|O|1995-08-19|1995-10-17|1995-09-05|TAKE BACK RETURN|FOB|packages haggle furi|
+3362|2|7|4|3|2706.00|0.03|0.01|N|O|1995-08-26|1995-09-02|1995-09-17|NONE|SHIP|its cajole blithely excuses. de|
+3362|138|9|5|36|37372.68|0.06|0.00|N|O|1995-10-05|1995-08-28|1995-11-03|TAKE BACK RETURN|RAIL|es against the quickly permanent pint|
+3362|188|9|6|46|50056.28|0.09|0.05|N|O|1995-08-02|1995-10-12|1995-08-28|COLLECT COD|REG AIR|ly bold packages. regular deposits cajol|
+3363|10|3|1|42|38220.42|0.00|0.08|N|O|1995-11-09|1995-11-25|1995-11-15|TAKE BACK RETURN|RAIL| blithely final ideas nag after|
+3363|191|4|2|21|22914.99|0.08|0.08|N|O|1995-12-10|1995-10-28|1995-12-28|COLLECT COD|RAIL|he regular, brave deposits. f|
+3363|159|7|3|2|2118.30|0.01|0.07|N|O|1996-01-22|1995-12-01|1996-02-18|TAKE BACK RETURN|SHIP|uickly bold ide|
+3363|113|3|4|20|20262.20|0.07|0.06|N|O|1995-12-11|1995-11-15|1995-12-21|COLLECT COD|MAIL|carefully quiet excuses wake. sl|
+3363|200|4|5|4|4400.80|0.00|0.08|N|O|1995-10-30|1995-11-17|1995-11-22|COLLECT COD|FOB| ironic dependencie|
+3364|90|1|1|49|48514.41|0.03|0.05|N|O|1997-09-17|1997-08-23|1997-10-06|NONE|SHIP|d accounts? caref|
+3364|111|2|2|38|38422.18|0.02|0.02|N|O|1997-08-30|1997-09-12|1997-09-27|COLLECT COD|REG AIR| slyly express|
+3364|156|4|3|10|10561.50|0.00|0.01|N|O|1997-08-10|1997-08-24|1997-08-15|TAKE BACK RETURN|SHIP|g the accounts. final, busy accounts wi|
+3364|160|5|4|7|7421.12|0.10|0.05|N|O|1997-07-09|1997-08-01|1997-07-16|NONE|TRUCK|furiously regular ideas haggle furiously b|
+3364|81|2|5|3|2943.24|0.01|0.00|N|O|1997-10-19|1997-08-15|1997-10-28|TAKE BACK RETURN|TRUCK|c theodolites. blithely ir|
+3365|151|6|1|37|38892.55|0.02|0.08|R|F|1994-12-22|1995-02-07|1995-01-20|TAKE BACK RETURN|SHIP|requests. quickly pending instructions a|
+3365|167|2|2|37|39484.92|0.07|0.08|A|F|1994-11-24|1995-01-09|1994-11-27|NONE|REG AIR|oze blithely. furiously ironic theodolit|
+3365|115|6|3|13|13196.43|0.09|0.02|R|F|1995-02-25|1995-01-31|1995-03-16|NONE|RAIL|pths wake r|
+3365|176|4|4|49|52732.33|0.02|0.07|R|F|1995-01-03|1995-01-01|1995-01-18|COLLECT COD|MAIL|lyly unusual asymptotes. final|
+3365|16|3|5|2|1832.02|0.00|0.03|R|F|1995-02-04|1994-12-30|1995-03-06|TAKE BACK RETURN|FOB|es cajole fluffily pe|
+3365|126|5|6|24|24626.88|0.01|0.00|R|F|1995-02-27|1995-01-09|1995-03-27|DELIVER IN PERSON|REG AIR|into beans? carefully regula|
+3366|40|1|1|4|3760.16|0.07|0.01|N|O|1997-05-20|1997-06-25|1997-06-03|DELIVER IN PERSON|AIR| carefully about |
+3366|136|2|2|9|9325.17|0.00|0.08|N|O|1997-06-02|1997-07-05|1997-06-26|COLLECT COD|REG AIR|ackages sleep carefully across the bli|
+3367|41|10|1|27|25408.08|0.01|0.03|A|F|1993-04-13|1993-03-16|1993-04-26|NONE|RAIL|kly even instructions caj|
+3367|141|10|2|34|35398.76|0.04|0.08|A|F|1993-03-30|1993-02-23|1993-04-11|COLLECT COD|MAIL| accounts wake slyly |
+3367|120|7|3|38|38764.56|0.03|0.03|R|F|1993-03-13|1993-02-12|1993-03-31|NONE|RAIL|even packages sleep blithely slyly expr|
+3392|171|10|1|40|42846.80|0.01|0.01|N|O|1996-02-18|1995-12-16|1996-02-26|COLLECT COD|MAIL|ress instructions affix carefully. fur|
+3392|123|2|2|13|13300.56|0.09|0.02|N|O|1995-11-26|1996-01-17|1995-12-01|NONE|MAIL|across the fluffily bold deposits.|
+3392|127|10|3|34|34922.08|0.10|0.08|N|O|1996-01-20|1996-01-21|1996-01-24|DELIVER IN PERSON|MAIL|e carefully even braids. |
+3392|124|3|4|7|7168.84|0.08|0.05|N|O|1995-12-07|1996-01-09|1995-12-29|TAKE BACK RETURN|RAIL|as. express, final accounts dou|
+3393|117|7|1|16|16273.76|0.01|0.00|N|O|1995-07-17|1995-08-19|1995-08-04|COLLECT COD|TRUCK|uses. instructions after the blithely |
+3393|125|4|2|44|45105.28|0.08|0.04|N|O|1995-10-16|1995-08-05|1995-11-01|NONE|AIR|ld requests hag|
+3393|97|1|3|25|24927.25|0.07|0.02|N|O|1995-10-17|1995-08-12|1995-11-11|DELIVER IN PERSON|MAIL|ng excuses|
+3393|72|2|4|48|46659.36|0.06|0.06|N|O|1995-07-12|1995-09-15|1995-08-02|NONE|FOB| blithely final reques|
+3393|178|7|5|37|39892.29|0.07|0.02|N|O|1995-10-16|1995-08-19|1995-10-19|COLLECT COD|AIR|ss the slyly ironic pinto beans. ironic,|
+3393|62|7|6|17|16355.02|0.04|0.01|N|O|1995-08-15|1995-09-07|1995-09-10|COLLECT COD|MAIL|kly ironic deposits could|
+3394|155|6|1|33|34819.95|0.07|0.08|N|O|1996-08-07|1996-07-17|1996-09-02|TAKE BACK RETURN|SHIP|ideas alongside of th|
+3394|146|3|2|43|44984.02|0.08|0.03|N|O|1996-08-23|1996-07-20|1996-08-25|COLLECT COD|RAIL|hockey players. slyly regular requests afte|
+3394|88|9|3|26|25690.08|0.01|0.00|N|O|1996-08-08|1996-06-12|1996-09-05|TAKE BACK RETURN|RAIL|its use furiously. even, even account|
+3394|81|2|4|14|13735.12|0.08|0.00|N|O|1996-06-02|1996-07-02|1996-06-19|COLLECT COD|MAIL|e furiously final theodolites. furio|
+3394|127|8|5|30|30813.60|0.04|0.06|N|O|1996-05-12|1996-07-24|1996-05-19|COLLECT COD|REG AIR|t ideas according to the fluffily iro|
+3394|184|5|6|14|15178.52|0.05|0.05|N|O|1996-06-18|1996-06-24|1996-07-17|NONE|REG AIR|arefully regular do|
+3395|142|3|1|21|21884.94|0.03|0.06|R|F|1994-12-19|1995-01-13|1994-12-25|TAKE BACK RETURN|SHIP| careful dep|
+3395|36|2|2|38|35569.14|0.01|0.07|R|F|1995-01-13|1995-01-13|1995-01-25|COLLECT COD|SHIP| silent accounts are blithely|
+3395|43|4|3|43|40550.72|0.06|0.07|A|F|1994-12-13|1995-01-07|1994-12-14|COLLECT COD|AIR|ckages above the furiously regu|
+3395|122|1|4|39|39862.68|0.05|0.07|R|F|1994-12-03|1995-01-17|1994-12-10|NONE|AIR|riously unusual theodolites. fur|
+3396|128|7|1|34|34956.08|0.00|0.06|A|F|1994-05-30|1994-08-16|1994-06-11|NONE|AIR|. slyly unusual packages wak|
+3396|49|6|2|43|40808.72|0.03|0.08|A|F|1994-07-03|1994-08-09|1994-07-14|TAKE BACK RETURN|MAIL|cial packages cajole blithely around the |
+3396|138|4|3|9|9343.17|0.01|0.06|R|F|1994-07-01|1994-08-18|1994-07-21|DELIVER IN PERSON|AIR|usly special foxes. accounts wake careful|
+3396|75|3|4|32|31202.24|0.06|0.02|R|F|1994-08-07|1994-08-10|1994-09-05|COLLECT COD|TRUCK|osits are slyly. final, bold foxes s|
+3396|126|5|5|27|27705.24|0.02|0.01|A|F|1994-09-14|1994-07-26|1994-09-28|DELIVER IN PERSON|FOB| theodolites |
+3396|39|10|6|18|16902.54|0.10|0.00|A|F|1994-07-27|1994-06-26|1994-08-25|TAKE BACK RETURN|REG AIR|l requests haggle furiously along the fur|
+3396|198|2|7|31|34043.89|0.05|0.06|A|F|1994-06-07|1994-06-23|1994-06-19|TAKE BACK RETURN|REG AIR|l, express pinto beans. quic|
+3397|195|8|1|8|8761.52|0.07|0.01|A|F|1994-08-05|1994-08-11|1994-08-08|DELIVER IN PERSON|RAIL|y final foxes|
+3397|13|3|2|11|10043.11|0.00|0.07|A|F|1994-07-29|1994-09-18|1994-08-12|DELIVER IN PERSON|REG AIR|iously careful packages. s|
+3397|184|5|3|1|1084.18|0.07|0.05|R|F|1994-08-03|1994-07-30|1994-08-28|NONE|RAIL| regular packag|
+3397|86|7|4|33|32540.64|0.05|0.01|R|F|1994-09-04|1994-08-06|1994-09-22|COLLECT COD|RAIL|gular accounts. blithely re|
+3397|132|3|5|28|28899.64|0.05|0.05|R|F|1994-07-13|1994-08-26|1994-07-17|NONE|TRUCK|counts around the final reques|
+3398|173|4|1|1|1073.17|0.01|0.08|N|O|1996-11-22|1996-11-16|1996-12-09|COLLECT COD|MAIL| blithely final deposits.|
+3399|134|5|1|28|28955.64|0.09|0.05|N|O|1995-06-29|1995-05-19|1995-07-12|COLLECT COD|AIR|oggedly final theodolites grow. fi|
+3399|55|6|2|8|7640.40|0.01|0.05|A|F|1995-05-15|1995-04-19|1995-06-05|COLLECT COD|TRUCK|s use carefully carefully ir|
+3399|67|4|3|3|2901.18|0.03|0.00|N|F|1995-06-16|1995-04-04|1995-06-23|NONE|SHIP|hely pending dugouts |
+3399|14|5|4|21|19194.21|0.09|0.06|A|F|1995-03-12|1995-05-18|1995-03-28|TAKE BACK RETURN|MAIL|se final courts. exc|
+3424|181|2|1|39|42166.02|0.06|0.07|N|O|1996-11-03|1996-11-08|1996-11-23|DELIVER IN PERSON|MAIL|bits boost closely slyly p|
+3425|120|1|1|11|11221.32|0.03|0.08|N|O|1996-04-24|1996-05-29|1996-05-23|DELIVER IN PERSON|FOB|ckly final deposits use quickly?|
+3425|79|7|2|37|36225.59|0.06|0.03|N|O|1996-06-04|1996-05-09|1996-06-12|NONE|SHIP|as sleep carefully into the caref|
+3425|14|4|3|8|7312.08|0.06|0.08|N|O|1996-07-22|1996-06-07|1996-07-26|TAKE BACK RETURN|AIR|iously regular theodolites wake. s|
+3425|19|10|4|37|34003.37|0.04|0.01|N|O|1996-07-10|1996-05-10|1996-08-02|NONE|SHIP|ngside of the furiously thin dol|
+3425|79|9|5|48|46995.36|0.08|0.04|N|O|1996-04-14|1996-05-25|1996-04-23|TAKE BACK RETURN|AIR|uctions wake fluffily. care|
+3425|148|9|6|24|25155.36|0.05|0.04|N|O|1996-04-22|1996-06-24|1996-04-25|TAKE BACK RETURN|AIR|ajole blithely sl|
+3426|110|5|1|20|20202.20|0.05|0.04|N|O|1996-11-10|1996-12-24|1996-12-01|COLLECT COD|FOB|sits cajole blit|
+3426|14|4|2|19|17366.19|0.10|0.08|N|O|1996-11-02|1997-01-13|1996-11-15|DELIVER IN PERSON|RAIL|slyly special packages oug|
+3426|67|6|3|19|18374.14|0.08|0.05|N|O|1996-12-07|1996-12-15|1996-12-14|DELIVER IN PERSON|FOB|c accounts cajole carefu|
+3426|6|7|4|9|8154.00|0.09|0.05|N|O|1996-12-24|1997-01-14|1997-01-13|NONE|FOB|pecial theodolites haggle fluf|
+3426|49|6|5|31|29420.24|0.07|0.08|N|O|1996-11-11|1996-12-10|1996-12-10|DELIVER IN PERSON|SHIP| even sentiment|
+3427|54|5|1|41|39116.05|0.10|0.01|N|O|1997-09-11|1997-07-03|1997-10-04|COLLECT COD|RAIL|s the carefully|
+3427|189|10|2|24|26140.32|0.02|0.04|N|O|1997-07-01|1997-07-28|1997-07-30|NONE|SHIP|y bold, sly deposits. pendi|
+3427|139|5|3|40|41565.20|0.06|0.05|N|O|1997-06-12|1997-08-19|1997-06-23|COLLECT COD|MAIL|patterns cajole ca|
+3427|119|6|4|31|31592.41|0.08|0.04|N|O|1997-08-12|1997-07-26|1997-08-25|COLLECT COD|RAIL|s are carefull|
+3428|198|9|1|4|4392.76|0.00|0.03|N|O|1996-05-09|1996-06-13|1996-06-02|NONE|REG AIR|sly pending requests int|
+3428|118|9|2|35|35633.85|0.02|0.03|N|O|1996-05-01|1996-06-07|1996-05-20|COLLECT COD|TRUCK|ly regular pinto beans sleep|
+3428|136|7|3|47|48698.11|0.07|0.05|N|O|1996-04-16|1996-06-08|1996-05-05|NONE|REG AIR|y final pinto |
+3429|137|8|1|48|49782.24|0.06|0.02|N|O|1997-04-08|1997-03-09|1997-04-25|TAKE BACK RETURN|SHIP| haggle furiously ir|
+3429|59|7|2|15|14385.75|0.03|0.04|N|O|1997-02-04|1997-03-09|1997-03-01|TAKE BACK RETURN|TRUCK|beans are fu|
+3429|69|4|3|10|9690.60|0.05|0.07|N|O|1997-01-19|1997-02-22|1997-01-25|TAKE BACK RETURN|REG AIR|ackages. quickly e|
+3429|89|10|4|28|27694.24|0.10|0.07|N|O|1997-01-30|1997-03-18|1997-02-17|TAKE BACK RETURN|AIR|nstructions boost. thin|
+3429|165|6|5|45|47932.20|0.10|0.00|N|O|1997-04-21|1997-03-08|1997-05-05|COLLECT COD|REG AIR|ites poach a|
+3430|189|10|1|2|2178.36|0.07|0.06|R|F|1995-03-07|1995-01-28|1995-03-30|TAKE BACK RETURN|MAIL|sh furiously according to the evenly e|
+3430|81|2|2|32|31394.56|0.08|0.00|R|F|1995-01-17|1995-01-28|1995-02-06|NONE|TRUCK|egular instruction|
+3430|97|8|3|41|40880.69|0.06|0.04|R|F|1995-02-18|1995-02-21|1995-03-11|TAKE BACK RETURN|AIR|cuses. silent excuses h|
+3430|65|2|4|50|48253.00|0.01|0.00|R|F|1994-12-15|1995-03-03|1994-12-24|COLLECT COD|REG AIR|ironic theodolites. carefully regular pac|
+3430|95|9|5|5|4975.45|0.05|0.05|A|F|1995-04-02|1995-02-12|1995-04-08|DELIVER IN PERSON|FOB|even accounts haggle slyly bol|
+3430|171|10|6|15|16067.55|0.08|0.07|A|F|1995-02-01|1995-03-12|1995-02-04|COLLECT COD|SHIP|cajole around the accounts. qui|
+3430|52|7|7|23|21897.15|0.09|0.08|A|F|1995-03-06|1995-03-01|1995-03-10|COLLECT COD|MAIL|eas according to the|
+3431|180|8|1|41|44287.38|0.03|0.06|A|F|1993-09-26|1993-10-13|1993-10-22|NONE|AIR| sleep carefully ironically special|
+3456|111|8|1|34|34377.74|0.10|0.06|A|F|1993-08-29|1993-08-26|1993-09-07|TAKE BACK RETURN|SHIP|usy pinto beans b|
+3457|182|3|1|29|31383.22|0.03|0.02|R|F|1995-05-12|1995-07-13|1995-06-05|NONE|TRUCK|refully final excuses wake|
+3457|106|7|2|22|22134.20|0.06|0.01|N|O|1995-06-23|1995-06-16|1995-06-29|NONE|SHIP|packages nag furiously against|
+3457|109|2|3|7|7063.70|0.07|0.08|N|O|1995-08-14|1995-07-06|1995-08-18|COLLECT COD|SHIP| pending accounts along the|
+3457|1|2|4|24|21624.00|0.07|0.07|N|O|1995-08-03|1995-05-30|1995-08-14|TAKE BACK RETURN|REG AIR|tructions haggle alongsid|
+3457|109|4|5|42|42382.20|0.05|0.01|A|F|1995-06-12|1995-06-14|1995-06-14|COLLECT COD|MAIL|riously final instruc|
+3457|144|1|6|45|46986.30|0.08|0.01|N|O|1995-08-12|1995-07-18|1995-08-23|TAKE BACK RETURN|SHIP| packages. care|
+3457|167|4|7|9|9604.44|0.04|0.00|R|F|1995-05-29|1995-06-30|1995-06-12|DELIVER IN PERSON|FOB|quests. foxes sleep quickly|
+3458|133|4|1|48|49590.24|0.06|0.04|R|F|1995-03-17|1995-01-25|1995-03-28|TAKE BACK RETURN|AIR|iously pending dep|
+3458|50|3|2|46|43702.30|0.06|0.06|R|F|1995-03-08|1995-01-21|1995-03-10|TAKE BACK RETURN|SHIP|nod across the boldly even instruct|
+3458|143|4|3|36|37553.04|0.01|0.06|R|F|1995-04-20|1995-02-14|1995-05-09|TAKE BACK RETURN|REG AIR|s lose. blithely ironic requests boost|
+3458|16|10|4|16|14656.16|0.09|0.03|R|F|1995-03-01|1995-02-25|1995-03-06|TAKE BACK RETURN|AIR|s grow carefully. express, final grouc|
+3458|157|5|5|2|2114.30|0.09|0.03|A|F|1995-02-05|1995-02-01|1995-03-07|COLLECT COD|FOB|ironic packages haggle past the furiously |
+3458|142|1|6|6|6252.84|0.09|0.04|A|F|1995-03-10|1995-02-02|1995-03-23|TAKE BACK RETURN|AIR|dolites; regular theodolites cajole |
+3459|179|7|1|31|33454.27|0.06|0.01|A|F|1994-09-05|1994-10-20|1994-10-03|NONE|REG AIR|y regular pain|
+3459|130|9|2|30|30903.90|0.04|0.08|R|F|1994-11-22|1994-09-12|1994-12-11|NONE|REG AIR|nic theodolites; evenly i|
+3459|41|8|3|45|42346.80|0.04|0.05|A|F|1994-07-31|1994-09-09|1994-08-02|TAKE BACK RETURN|REG AIR|ntly speci|
+3459|69|10|4|10|9690.60|0.05|0.06|A|F|1994-10-06|1994-09-16|1994-11-03|TAKE BACK RETURN|REG AIR| furiously silent dolphi|
+3459|189|10|5|10|10891.80|0.02|0.02|R|F|1994-08-01|1994-10-17|1994-08-11|TAKE BACK RETURN|FOB|. blithely ironic pinto beans above|
+3460|11|1|1|40|36440.40|0.10|0.06|N|O|1995-12-28|1995-12-14|1996-01-02|NONE|REG AIR|odolites are slyly bold deposits|
+3460|74|4|2|3|2922.21|0.06|0.00|N|O|1996-01-19|1995-12-28|1996-01-31|COLLECT COD|AIR|er quickly |
+3460|35|1|3|40|37401.20|0.08|0.07|N|O|1995-10-29|1995-11-10|1995-11-24|TAKE BACK RETURN|REG AIR|o the even deposits|
+3460|95|8|4|50|49754.50|0.02|0.07|N|O|1996-01-30|1995-12-10|1996-02-06|DELIVER IN PERSON|SHIP|e slyly about the sly|
+3460|130|1|5|47|48416.11|0.08|0.05|N|O|1995-12-09|1995-11-12|1995-12-22|TAKE BACK RETURN|SHIP|es haggle slyly regular accounts. fi|
+3460|63|10|6|46|44300.76|0.03|0.07|N|O|1996-01-27|1996-01-01|1996-02-01|NONE|TRUCK|uses run among the carefully even deposits|
+3460|45|2|7|28|26461.12|0.00|0.01|N|O|1995-10-28|1995-11-13|1995-11-17|COLLECT COD|SHIP|inal, ironic instructions. carefully|
+3461|100|4|1|49|49004.90|0.06|0.06|A|F|1993-03-09|1993-04-16|1993-03-13|DELIVER IN PERSON|RAIL|ual request|
+3461|63|4|2|27|26002.62|0.06|0.06|A|F|1993-02-10|1993-03-02|1993-03-04|COLLECT COD|SHIP|ely unusual deposits. quickly ir|
+3461|39|5|3|44|41317.32|0.09|0.06|A|F|1993-05-20|1993-04-03|1993-05-27|COLLECT COD|RAIL| haggle quickly even ideas. fin|
+3461|95|7|4|41|40798.69|0.09|0.02|R|F|1993-02-19|1993-04-20|1993-02-21|NONE|TRUCK|heodolites. blithely ironi|
+3461|90|1|5|16|15841.44|0.08|0.06|A|F|1993-05-09|1993-04-29|1993-05-26|TAKE BACK RETURN|TRUCK| pending deposi|
+3461|167|2|6|24|25611.84|0.10|0.00|A|F|1993-06-01|1993-03-12|1993-06-20|TAKE BACK RETURN|MAIL|thely. carefully re|
+3462|151|3|1|4|4204.60|0.09|0.04|N|O|1997-06-12|1997-07-31|1997-06-16|COLLECT COD|RAIL|ackages. fu|
+3462|40|1|2|43|40421.72|0.08|0.03|N|O|1997-08-01|1997-07-18|1997-08-29|NONE|RAIL| carefully. final, final ideas sleep slyly|
+3462|129|4|3|6|6174.72|0.05|0.04|N|O|1997-06-02|1997-08-09|1997-06-30|NONE|RAIL|iously regular fo|
+3462|99|3|4|2|1998.18|0.09|0.07|N|O|1997-09-10|1997-08-08|1997-09-19|NONE|AIR|nic packages. even accounts alongside |
+3462|38|4|5|14|13132.42|0.01|0.02|N|O|1997-05-31|1997-07-05|1997-06-24|COLLECT COD|MAIL|yly. blithely bold theodolites wa|
+3463|61|10|1|45|43247.70|0.02|0.02|A|F|1993-10-30|1993-11-04|1993-11-08|DELIVER IN PERSON|FOB|nts are slyly |
+3463|98|1|2|43|42917.87|0.04|0.02|A|F|1993-10-28|1993-09-24|1993-11-03|DELIVER IN PERSON|FOB| across the |
+3488|160|5|1|1|1060.16|0.04|0.01|A|F|1995-03-06|1995-02-16|1995-03-23|DELIVER IN PERSON|FOB| final excuses. carefully even waters hagg|
+3488|104|9|2|48|48196.80|0.00|0.03|A|F|1995-03-29|1995-03-26|1995-04-28|COLLECT COD|SHIP|sly? final requests |
+3488|160|1|3|11|11661.76|0.03|0.08|R|F|1995-03-25|1995-02-08|1995-04-16|COLLECT COD|TRUCK|unusual re|
+3488|42|9|4|12|11304.48|0.05|0.07|R|F|1995-04-27|1995-02-16|1995-05-09|DELIVER IN PERSON|RAIL|e slyly; furiously final packages wak|
+3488|156|1|5|18|19010.70|0.09|0.06|A|F|1995-03-18|1995-03-19|1995-03-29|DELIVER IN PERSON|FOB|s the carefully r|
+3489|186|7|1|19|20637.42|0.09|0.05|A|F|1993-07-31|1993-10-26|1993-08-15|NONE|SHIP|c deposits alongside of the pending, fu|
+3489|29|4|2|46|42734.92|0.00|0.00|A|F|1993-08-02|1993-10-09|1993-08-10|TAKE BACK RETURN|TRUCK|xcuses? quickly stealthy dependenci|
+3490|92|6|1|43|42659.87|0.05|0.05|N|O|1997-08-04|1997-08-06|1997-08-14|TAKE BACK RETURN|SHIP|. even requests cajol|
+3490|86|7|2|50|49304.00|0.05|0.07|N|O|1997-06-27|1997-08-15|1997-06-28|NONE|RAIL| haggle carefu|
+3490|93|7|3|8|7944.72|0.10|0.04|N|O|1997-08-11|1997-07-25|1997-08-28|COLLECT COD|MAIL|inal deposits use furiousl|
+3491|154|2|1|28|29516.20|0.04|0.03|N|O|1998-09-29|1998-09-08|1998-10-23|COLLECT COD|FOB|ccounts. sly|
+3491|122|3|2|22|22486.64|0.08|0.02|N|O|1998-08-19|1998-08-22|1998-09-03|TAKE BACK RETURN|REG AIR| grow against the boldly pending pinto bea|
+3492|156|7|1|3|3168.45|0.02|0.08|R|F|1994-11-26|1994-12-28|1994-12-19|COLLECT COD|REG AIR|the deposits. carefully |
+3492|126|9|2|7|7182.84|0.04|0.00|R|F|1995-03-10|1995-01-03|1995-03-16|COLLECT COD|FOB|thely regular dolphi|
+3492|109|10|3|34|34309.40|0.05|0.06|A|F|1994-12-07|1994-12-29|1994-12-24|COLLECT COD|AIR| unusual requests. ir|
+3492|147|6|4|30|31414.20|0.02|0.06|A|F|1995-01-29|1995-01-02|1995-02-13|DELIVER IN PERSON|MAIL| detect furiously permanent, unusual accou|
+3492|122|1|5|47|48039.64|0.09|0.07|R|F|1995-03-24|1994-12-28|1995-03-29|NONE|REG AIR|deposits. quickly express |
+3492|22|7|6|47|43334.94|0.04|0.07|R|F|1994-12-12|1995-01-18|1994-12-26|COLLECT COD|RAIL|ronic instructions u|
+3493|93|6|1|31|30785.79|0.06|0.07|R|F|1993-10-22|1993-10-12|1993-11-07|DELIVER IN PERSON|REG AIR|ructions. slyly regular accounts across the|
+3493|132|3|2|10|10321.30|0.02|0.06|R|F|1993-08-27|1993-10-07|1993-09-23|COLLECT COD|TRUCK|hall have to integ|
+3494|117|1|1|40|40684.40|0.05|0.04|R|F|1993-07-10|1993-06-01|1993-07-25|TAKE BACK RETURN|TRUCK|lites haggle furiously about the fin|
+3494|75|6|2|23|22426.61|0.10|0.01|A|F|1993-06-19|1993-06-04|1993-07-14|NONE|FOB|osits nag |
+3494|198|2|3|40|43927.60|0.02|0.08|A|F|1993-05-30|1993-07-02|1993-06-20|TAKE BACK RETURN|MAIL|uests cajole blithely|
+3494|77|8|4|30|29312.10|0.04|0.03|R|F|1993-07-01|1993-06-08|1993-07-15|TAKE BACK RETURN|TRUCK|ns are quickly regular, |
+3495|28|3|1|20|18560.40|0.10|0.03|N|O|1996-04-24|1996-05-18|1996-05-01|TAKE BACK RETURN|RAIL|posits are carefully; forges cajole qui|
+3495|173|1|2|24|25756.08|0.05|0.02|N|O|1996-03-22|1996-04-10|1996-04-07|DELIVER IN PERSON|RAIL|ic, final pains along the even request|
+3495|199|10|3|16|17587.04|0.08|0.02|N|O|1996-03-30|1996-04-02|1996-04-12|TAKE BACK RETURN|AIR|y bold dependencies; blithely idle sautern|
+3520|28|1|1|30|27840.60|0.04|0.02|N|O|1997-11-11|1997-10-02|1997-12-06|COLLECT COD|SHIP|deas should solve blithely among the ironi|
+3520|167|4|2|38|40552.08|0.00|0.04|N|O|1997-08-14|1997-10-26|1997-09-09|NONE|RAIL|yly final packages according to the quickl|
+3520|106|9|3|5|5030.50|0.01|0.02|N|O|1997-11-13|1997-09-22|1997-12-09|NONE|MAIL|ly even ideas haggle |
+3520|64|5|4|41|39526.46|0.01|0.01|N|O|1997-08-06|1997-09-20|1997-08-20|TAKE BACK RETURN|AIR| carefully pendi|
+3520|163|10|5|35|37210.60|0.02|0.02|N|O|1997-09-16|1997-09-03|1997-09-24|DELIVER IN PERSON|FOB|s nag carefully. sometimes unusual account|
+3521|59|4|1|48|46034.40|0.09|0.03|A|F|1993-01-03|1992-12-31|1993-01-22|NONE|AIR|ses use. furiously express ideas wake f|
+3521|131|2|2|2|2062.26|0.05|0.06|R|F|1993-01-29|1992-12-20|1993-02-23|NONE|MAIL|refully duri|
+3521|178|8|3|38|40970.46|0.00|0.08|A|F|1993-02-15|1992-12-10|1993-03-10|COLLECT COD|FOB|ges hang q|
+3521|144|7|4|26|27147.64|0.02|0.08|R|F|1993-01-04|1993-01-20|1993-01-17|DELIVER IN PERSON|AIR|onic dependencies haggle. fur|
+3521|36|7|5|28|26208.84|0.10|0.01|A|F|1993-01-06|1993-01-22|1993-02-02|TAKE BACK RETURN|FOB|e slyly above the slyly final|
+3522|4|9|1|6|5424.00|0.08|0.03|A|F|1995-01-21|1994-12-09|1995-01-23|NONE|SHIP|tes snooze |
+3522|87|8|2|48|47379.84|0.00|0.03|R|F|1994-12-05|1994-10-30|1994-12-26|TAKE BACK RETURN|SHIP|ve the quickly special packages|
+3522|157|2|3|46|48628.90|0.09|0.02|A|F|1994-11-12|1994-11-30|1994-11-20|NONE|AIR|d the express, silent foxes. blit|
+3522|130|9|4|7|7210.91|0.10|0.02|A|F|1994-10-31|1994-11-19|1994-11-28|NONE|TRUCK|e stealthil|
+3522|50|9|5|27|25651.35|0.02|0.05|R|F|1994-11-29|1994-12-15|1994-12-08|COLLECT COD|REG AIR|ic tithes. car|
+3522|158|10|6|18|19046.70|0.01|0.03|A|F|1994-11-16|1994-10-29|1994-11-29|COLLECT COD|RAIL|sits wake carefully pen|
+3523|25|6|1|15|13875.30|0.06|0.02|N|O|1998-06-26|1998-05-22|1998-07-24|COLLECT COD|REG AIR|se slyly pending, sp|
+3523|133|9|2|4|4132.52|0.03|0.06|N|O|1998-05-08|1998-05-18|1998-05-25|TAKE BACK RETURN|MAIL|ts. final accounts detect furiously along |
+3523|50|7|3|24|22801.20|0.07|0.04|N|O|1998-08-02|1998-06-22|1998-08-27|COLLECT COD|FOB|ke according to the doggedly re|
+3523|192|4|4|36|39318.84|0.06|0.08|N|O|1998-05-26|1998-06-04|1998-06-25|DELIVER IN PERSON|SHIP|accounts. fluffily regu|
+3523|134|5|5|48|49638.24|0.00|0.01|N|O|1998-07-22|1998-06-25|1998-08-19|DELIVER IN PERSON|AIR| regular requests|
+3524|137|8|1|5|5185.65|0.01|0.04|R|F|1992-05-23|1992-07-25|1992-06-19|DELIVER IN PERSON|RAIL|ts whithout the bold depende|
+3524|143|6|2|17|17733.38|0.09|0.08|A|F|1992-09-01|1992-07-17|1992-09-05|DELIVER IN PERSON|FOB|g, final epitaphs about the pinto |
+3525|46|7|1|12|11352.48|0.01|0.03|N|O|1996-03-08|1996-03-18|1996-03-16|NONE|TRUCK|lar excuses wake carefull|
+3525|138|9|2|27|28029.51|0.03|0.03|N|O|1995-12-30|1996-01-23|1996-01-02|DELIVER IN PERSON|SHIP|y slyly special asymptotes|
+3525|75|5|3|31|30227.17|0.00|0.03|N|O|1996-03-08|1996-02-27|1996-03-13|COLLECT COD|TRUCK|he careful|
+3525|184|5|4|28|30357.04|0.03|0.02|N|O|1996-01-22|1996-02-08|1996-01-27|COLLECT COD|FOB| nag according |
+3526|98|9|1|11|10978.99|0.02|0.03|R|F|1995-05-23|1995-05-28|1995-05-24|NONE|TRUCK|ges. furiously regular d|
+3526|117|7|2|23|23393.53|0.03|0.04|A|F|1995-05-01|1995-05-31|1995-05-25|DELIVER IN PERSON|FOB|special, regular packages cajole. |
+3526|33|9|3|20|18660.60|0.05|0.08|N|F|1995-06-16|1995-04-26|1995-06-22|DELIVER IN PERSON|REG AIR|kages. bold, special requests detect sl|
+3527|102|7|1|47|47098.70|0.07|0.02|N|O|1997-07-14|1997-07-29|1997-07-21|DELIVER IN PERSON|RAIL|unts. express re|
+3527|26|9|2|33|30558.66|0.01|0.02|N|O|1997-09-25|1997-09-17|1997-10-12|NONE|FOB|kly alongside of |
+3527|162|7|3|50|53108.00|0.09|0.07|N|O|1997-07-17|1997-08-03|1997-07-29|DELIVER IN PERSON|SHIP|e even accounts was about th|
+3527|128|3|4|17|17478.04|0.02|0.05|N|O|1997-07-30|1997-09-01|1997-08-17|COLLECT COD|MAIL|ular instruction|
+3552|197|8|1|18|19749.42|0.01|0.07|N|O|1997-08-11|1997-07-14|1997-08-15|DELIVER IN PERSON|TRUCK|s deposits against the blithely unusual pin|
+3552|90|1|2|44|43563.96|0.01|0.00|N|O|1997-08-08|1997-06-15|1997-08-29|COLLECT COD|FOB|ns after the blithely reg|
+3552|161|6|3|36|38201.76|0.04|0.08|N|O|1997-06-29|1997-06-24|1997-07-21|COLLECT COD|TRUCK|ly regular theodolites. fin|
+3553|143|10|1|4|4172.56|0.05|0.01|R|F|1994-06-13|1994-07-10|1994-07-03|COLLECT COD|RAIL|olites boost bli|
+3553|65|4|2|26|25091.56|0.05|0.08|A|F|1994-08-06|1994-07-30|1994-08-23|DELIVER IN PERSON|MAIL|fily special p|
+3553|22|5|3|18|16596.36|0.04|0.03|A|F|1994-07-03|1994-06-30|1994-07-07|COLLECT COD|RAIL|. quickly ironic|
+3553|32|8|4|40|37281.20|0.06|0.00|A|F|1994-09-14|1994-06-26|1994-09-25|NONE|RAIL| slyly pending asymptotes against the furi|
+3553|157|2|5|36|38057.40|0.06|0.08|R|F|1994-08-12|1994-06-25|1994-09-06|DELIVER IN PERSON|TRUCK| realms. pending, bold theodolites |
+3554|175|5|1|32|34405.44|0.01|0.05|N|O|1995-09-28|1995-09-01|1995-10-07|NONE|RAIL|. blithely ironic t|
+3554|145|6|2|18|18812.52|0.03|0.00|N|O|1995-09-11|1995-08-12|1995-10-04|DELIVER IN PERSON|REG AIR| haggle. furiously fluffy requests ac|
+3554|192|3|3|41|44779.79|0.02|0.01|N|O|1995-07-13|1995-08-28|1995-07-27|DELIVER IN PERSON|MAIL|ent dependencies. sly|
+3555|166|3|1|11|11727.76|0.05|0.02|N|O|1996-09-25|1996-10-01|1996-10-03|NONE|FOB|oost caref|
+3555|79|10|2|15|14686.05|0.03|0.08|N|O|1996-07-13|1996-09-01|1996-08-02|TAKE BACK RETURN|RAIL|y across the pending a|
+3555|43|2|3|25|23576.00|0.09|0.07|N|O|1996-10-01|1996-08-23|1996-10-24|TAKE BACK RETURN|MAIL|sual packages. quickly |
+3555|5|6|4|19|17195.00|0.00|0.05|N|O|1996-09-08|1996-09-14|1996-10-01|COLLECT COD|REG AIR|leep special theodolit|
+3555|33|4|5|29|27057.87|0.07|0.04|N|O|1996-08-02|1996-09-04|1996-08-08|DELIVER IN PERSON|TRUCK|deas. carefully s|
+3555|28|3|6|33|30624.66|0.04|0.08|N|O|1996-09-20|1996-09-23|1996-10-05|TAKE BACK RETURN|AIR|fluffily regular a|
+3555|126|5|7|9|9235.08|0.07|0.02|N|O|1996-10-13|1996-10-02|1996-10-22|NONE|SHIP|are. slyly final foxes acro|
+3556|142|9|1|45|46896.30|0.05|0.06|A|F|1992-10-14|1992-12-21|1992-10-16|NONE|TRUCK|ckages boost quickl|
+3556|31|2|2|43|40034.29|0.02|0.06|R|F|1993-01-18|1992-11-09|1993-02-04|NONE|FOB|wake carefull|
+3556|87|8|3|28|27638.24|0.10|0.04|A|F|1993-01-06|1992-11-27|1993-01-16|NONE|MAIL|refully final instructions? ironic packa|
+3557|175|3|1|41|44081.97|0.01|0.07|R|F|1993-01-30|1992-12-31|1993-02-18|COLLECT COD|FOB|ideas breach c|
+3557|129|10|2|37|38077.44|0.03|0.05|R|F|1993-02-16|1993-01-05|1993-03-15|DELIVER IN PERSON|RAIL|gside of the ca|
+3558|87|8|1|8|7896.64|0.01|0.03|N|O|1996-05-31|1996-05-26|1996-06-25|COLLECT COD|AIR|? even requests sle|
+3558|10|7|2|28|25480.28|0.02|0.08|N|O|1996-06-02|1996-04-18|1996-06-24|COLLECT COD|TRUCK|l deposits |
+3558|187|8|3|3|3261.54|0.03|0.06|N|O|1996-05-19|1996-04-28|1996-05-26|DELIVER IN PERSON|RAIL|l, final deposits haggle. fina|
+3558|91|5|4|22|21803.98|0.06|0.03|N|O|1996-04-27|1996-04-19|1996-04-30|DELIVER IN PERSON|SHIP|refully ironic theodolites are fu|
+3558|29|8|5|38|35302.76|0.03|0.08|N|O|1996-05-29|1996-05-02|1996-06-09|COLLECT COD|RAIL|refully permanently iron|
+3558|72|1|6|17|16525.19|0.07|0.07|N|O|1996-03-14|1996-05-04|1996-04-05|NONE|RAIL|ithely unusual packa|
+3559|90|1|1|29|28712.61|0.00|0.07|R|F|1992-12-10|1992-12-03|1992-12-20|COLLECT COD|REG AIR|l, regular accounts wake flu|
+3584|11|8|1|4|3644.04|0.04|0.08|N|O|1997-08-16|1997-10-31|1997-08-28|DELIVER IN PERSON|TRUCK|nal packag|
+3584|160|8|2|23|24383.68|0.00|0.03|N|O|1997-09-10|1997-10-15|1997-09-30|COLLECT COD|TRUCK|l platelets until the asymptotes |
+3584|24|5|3|6|5544.12|0.03|0.06|N|O|1997-10-28|1997-11-09|1997-11-24|TAKE BACK RETURN|MAIL|deposits across the|
+3584|146|5|4|11|11507.54|0.06|0.02|N|O|1997-11-27|1997-10-15|1997-12-08|NONE|REG AIR|lithely slyly |
+3584|18|5|5|39|35802.39|0.09|0.07|N|O|1997-09-20|1997-10-31|1997-10-06|COLLECT COD|AIR|eposits. carefu|
+3585|122|1|1|21|21464.52|0.05|0.04|A|F|1994-12-04|1994-12-25|1995-01-01|TAKE BACK RETURN|TRUCK|ounts use. express, final platelets us|
+3585|19|10|2|40|36760.40|0.03|0.00|R|F|1995-01-22|1995-01-17|1995-02-07|TAKE BACK RETURN|RAIL|elets affix. even asymptotes play care|
+3585|112|2|3|11|11133.21|0.01|0.04|R|F|1995-01-04|1995-02-14|1995-01-15|NONE|MAIL|even packages|
+3585|48|1|4|33|31285.32|0.08|0.08|A|F|1994-12-14|1995-01-19|1994-12-22|NONE|RAIL|ironic dependencies serve furi|
+3585|25|8|5|13|12025.26|0.06|0.07|R|F|1995-03-15|1995-01-22|1995-03-17|DELIVER IN PERSON|AIR|ccording to the foxes. slyly iro|
+3585|94|7|6|7|6958.63|0.10|0.02|A|F|1994-12-13|1995-01-20|1995-01-05|TAKE BACK RETURN|TRUCK|dependencies sleep un|
+3585|42|1|7|45|42391.80|0.03|0.00|A|F|1995-01-20|1995-02-19|1995-02-11|DELIVER IN PERSON|MAIL|are blithely c|
+3586|194|7|1|2|2188.38|0.03|0.08|R|F|1994-02-10|1994-01-07|1994-03-03|DELIVER IN PERSON|RAIL|he even, unusual decoy|
+3586|84|5|2|29|28538.32|0.04|0.07|R|F|1994-03-06|1994-03-02|1994-03-13|DELIVER IN PERSON|RAIL| slyly unusual i|
+3586|58|3|3|2|1916.10|0.03|0.06|R|F|1994-03-22|1994-02-20|1994-04-08|NONE|REG AIR|unts. slyly final ideas agai|
+3586|84|5|4|33|32474.64|0.06|0.01|R|F|1994-01-24|1994-02-09|1994-02-07|NONE|TRUCK|refully across the fur|
+3586|108|1|5|8|8064.80|0.06|0.02|A|F|1994-03-29|1994-02-26|1994-04-02|NONE|FOB|theodolites hagg|
+3586|99|1|6|8|7992.72|0.09|0.01|A|F|1994-03-18|1994-01-17|1994-04-06|DELIVER IN PERSON|RAIL| ironic pinto beans cajole carefully theo|
+3586|123|4|7|33|33762.96|0.05|0.04|A|F|1994-02-11|1994-01-15|1994-03-03|NONE|REG AIR|iously regular pinto beans integrate|
+3587|197|10|1|5|5485.95|0.09|0.07|N|O|1996-09-03|1996-07-05|1996-09-11|DELIVER IN PERSON|SHIP|ithely regular decoys above the |
+3587|132|8|2|48|49542.24|0.00|0.03|N|O|1996-08-02|1996-07-02|1996-08-05|TAKE BACK RETURN|MAIL|beans. blithely final depe|
+3587|151|3|3|36|37841.40|0.05|0.05|N|O|1996-07-26|1996-06-16|1996-08-23|TAKE BACK RETURN|MAIL|ully regular excuse|
+3587|124|9|4|31|31747.72|0.03|0.01|N|O|1996-07-21|1996-07-01|1996-07-23|COLLECT COD|SHIP|press fluffily regul|
+3587|70|7|5|12|11640.84|0.06|0.03|N|O|1996-08-30|1996-07-04|1996-09-22|DELIVER IN PERSON|RAIL|g the even pinto beans. special,|
+3587|107|2|6|16|16113.60|0.01|0.03|N|O|1996-05-11|1996-06-19|1996-06-04|COLLECT COD|FOB|y ruthless dolphins to |
+3587|74|2|7|23|22403.61|0.07|0.05|N|O|1996-08-30|1996-07-01|1996-09-10|COLLECT COD|FOB|l multipliers sleep theodolites-- slyly |
+3588|91|5|1|28|27750.52|0.04|0.08|R|F|1995-05-03|1995-05-03|1995-05-14|DELIVER IN PERSON|TRUCK|special pinto beans cajole slyly. slyly |
+3588|88|9|2|6|5928.48|0.06|0.08|A|F|1995-04-09|1995-05-30|1995-04-10|TAKE BACK RETURN|MAIL|s. fluffily fluf|
+3588|159|10|3|45|47661.75|0.04|0.02|R|F|1995-05-07|1995-05-04|1995-05-28|TAKE BACK RETURN|TRUCK|ecial pains integrate blithely. reques|
+3588|127|10|4|22|22596.64|0.05|0.00|A|F|1995-04-08|1995-05-06|1995-04-27|NONE|RAIL|inal accounts. pending, bo|
+3588|55|3|5|28|26741.40|0.03|0.03|A|F|1995-04-23|1995-05-25|1995-04-28|DELIVER IN PERSON|TRUCK| express sheaves. unusual theodo|
+3588|110|3|6|37|37374.07|0.08|0.04|N|F|1995-06-17|1995-05-25|1995-06-24|TAKE BACK RETURN|RAIL|xcuses sleep quickly along th|
+3588|39|5|7|46|43195.38|0.08|0.07|A|F|1995-06-06|1995-05-08|1995-06-08|NONE|AIR| slyly ironic deposits sublate ab|
+3589|37|3|1|42|39355.26|0.08|0.08|R|F|1994-08-11|1994-07-17|1994-08-23|DELIVER IN PERSON|AIR|he blithely unusual pac|
+3590|176|6|1|10|10761.70|0.08|0.00|N|O|1995-07-17|1995-06-26|1995-08-12|TAKE BACK RETURN|SHIP|t the quickly ironic|
+3590|95|6|2|19|18906.71|0.03|0.03|N|O|1995-08-02|1995-06-20|1995-08-08|NONE|SHIP|special pinto beans. blithely reg|
+3590|96|9|3|43|42831.87|0.07|0.06|N|O|1995-07-12|1995-07-25|1995-07-16|DELIVER IN PERSON|SHIP|s could have to use|
+3590|56|8|4|26|24857.30|0.01|0.03|N|O|1995-07-08|1995-06-17|1995-08-02|DELIVER IN PERSON|SHIP|arefully along th|
+3590|191|2|5|37|40374.03|0.00|0.08|N|O|1995-09-01|1995-06-29|1995-09-10|NONE|SHIP|ccounts above the silent waters thrash f|
+3590|119|10|6|31|31592.41|0.03|0.01|N|O|1995-06-24|1995-07-12|1995-06-25|DELIVER IN PERSON|REG AIR|ve furiously final instructions. slyly regu|
+3590|194|7|7|44|48144.36|0.05|0.04|N|F|1995-06-07|1995-06-15|1995-06-27|NONE|MAIL|s sleep after the regular platelets. blit|
+3591|29|8|1|21|19509.42|0.03|0.03|A|F|1994-02-25|1994-02-02|1994-03-05|DELIVER IN PERSON|TRUCK|structions against |
+3591|69|6|2|24|23257.44|0.04|0.04|R|F|1993-12-26|1994-01-07|1994-01-25|COLLECT COD|FOB|ages. slyly regular dependencies cajo|
+3591|164|9|3|4|4256.64|0.01|0.03|A|F|1994-04-04|1994-02-19|1994-05-02|DELIVER IN PERSON|RAIL|he final packages. deposits serve quick|
+3591|153|4|4|49|51604.35|0.01|0.00|A|F|1994-03-21|1994-01-26|1994-03-28|COLLECT COD|AIR| mold slyly. bl|
+3616|197|9|1|30|32915.70|0.01|0.00|A|F|1994-05-05|1994-04-24|1994-05-12|TAKE BACK RETURN|FOB|ly ironic accounts unwind b|
+3616|138|9|2|28|29067.64|0.08|0.06|R|F|1994-02-20|1994-04-18|1994-03-05|DELIVER IN PERSON|REG AIR|ironic packages. furiously ev|
+3617|117|8|1|46|46787.06|0.03|0.02|N|O|1996-05-19|1996-05-14|1996-06-11|NONE|RAIL|ar theodolites. regu|
+3617|98|9|2|16|15969.44|0.05|0.02|N|O|1996-05-08|1996-06-03|1996-05-19|COLLECT COD|RAIL| slyly on th|
+3617|98|2|3|32|31938.88|0.00|0.06|N|O|1996-04-20|1996-06-07|1996-05-19|DELIVER IN PERSON|MAIL|uriously against the express accounts. ex|
+3617|41|10|4|22|20702.88|0.10|0.05|N|O|1996-07-11|1996-05-02|1996-07-25|NONE|REG AIR|uffily even accounts. packages sleep blithe|
+3617|137|8|5|11|11408.43|0.08|0.05|N|O|1996-07-16|1996-04-23|1996-07-28|COLLECT COD|MAIL|ly quickly even requests. final|
+3618|140|1|1|38|39525.32|0.08|0.00|N|O|1997-12-22|1998-02-23|1998-01-03|TAKE BACK RETURN|TRUCK|nts haggle fluffily above the regular |
+3618|144|5|2|48|50118.72|0.04|0.00|N|O|1998-03-12|1998-02-13|1998-03-29|DELIVER IN PERSON|TRUCK|tructions atop the ironi|
+3618|63|2|3|24|23113.44|0.01|0.04|N|O|1998-01-26|1998-01-15|1998-02-17|TAKE BACK RETURN|AIR|xpress acc|
+3618|161|2|4|26|27590.16|0.01|0.05|N|O|1998-03-23|1998-01-24|1998-04-15|DELIVER IN PERSON|AIR|iously regular deposits cajole ruthless|
+3619|96|7|1|49|48808.41|0.01|0.08|N|O|1997-01-22|1996-12-21|1997-02-17|TAKE BACK RETURN|MAIL| waters. furiously even deposits |
+3619|116|10|2|27|27434.97|0.08|0.04|N|O|1996-12-12|1997-01-18|1996-12-18|TAKE BACK RETURN|SHIP|pecial accounts haggle care|
+3619|48|7|3|46|43609.84|0.08|0.03|N|O|1997-01-31|1997-01-27|1997-02-11|NONE|SHIP|press, expres|
+3619|93|6|4|18|17875.62|0.04|0.02|N|O|1997-03-18|1996-12-24|1997-03-21|COLLECT COD|AIR|eodolites |
+3619|120|10|5|38|38764.56|0.05|0.08|N|O|1996-12-08|1997-02-03|1997-01-07|NONE|RAIL|theodolites detect abo|
+3619|152|3|6|43|45242.45|0.01|0.01|N|O|1997-01-25|1997-01-06|1997-02-07|COLLECT COD|RAIL| bold, even|
+3620|59|7|1|41|39321.05|0.03|0.08|N|O|1997-03-21|1997-04-20|1997-03-30|COLLECT COD|FOB|t attainments cajole qui|
+3620|167|4|2|16|17074.56|0.00|0.06|N|O|1997-05-17|1997-05-08|1997-06-03|COLLECT COD|SHIP|s. even, pending in|
+3621|17|8|1|29|26593.29|0.02|0.06|A|F|1993-08-03|1993-07-08|1993-08-10|DELIVER IN PERSON|FOB|al requests. fl|
+3621|93|5|2|13|12910.17|0.09|0.04|R|F|1993-08-30|1993-06-30|1993-09-01|NONE|REG AIR|r the unusual packages. brave theodoli|
+3621|164|9|3|45|47887.20|0.07|0.07|R|F|1993-08-09|1993-06-18|1993-09-05|DELIVER IN PERSON|AIR| doubt about the bold deposits. carefully|
+3621|44|3|4|20|18880.80|0.05|0.04|R|F|1993-05-27|1993-07-04|1993-06-22|TAKE BACK RETURN|SHIP|gular accounts use carefully with|
+3622|175|6|1|47|50532.99|0.09|0.00|N|O|1996-02-24|1996-02-22|1996-03-12|TAKE BACK RETURN|TRUCK|are careful|
+3622|89|10|2|4|3956.32|0.04|0.04|N|O|1996-02-03|1996-02-19|1996-02-16|TAKE BACK RETURN|TRUCK|lithely brave foxes. furi|
+3622|190|1|3|46|50148.74|0.07|0.07|N|O|1995-12-18|1996-01-23|1996-01-12|TAKE BACK RETURN|AIR|sits wake. blithe|
+3622|177|8|4|9|9694.53|0.08|0.05|N|O|1995-12-12|1996-02-09|1995-12-13|TAKE BACK RETURN|SHIP|arefully. furiously regular ideas n|
+3623|80|10|1|32|31362.56|0.05|0.00|N|O|1997-04-18|1997-03-15|1997-05-09|COLLECT COD|SHIP| courts. furiously regular ideas b|
+3623|117|4|2|33|33564.63|0.08|0.01|N|O|1997-03-17|1997-02-13|1997-04-02|TAKE BACK RETURN|TRUCK|odolites. blithely spe|
+3623|24|7|3|21|19404.42|0.02|0.02|N|O|1997-01-19|1997-03-18|1997-01-24|NONE|FOB|ress ideas are furio|
+3623|165|2|4|42|44736.72|0.05|0.06|N|O|1997-01-11|1997-03-24|1997-01-21|COLLECT COD|RAIL|g to the slyly regular packa|
+3623|88|9|5|30|29642.40|0.10|0.04|N|O|1997-04-04|1997-03-03|1997-05-01|NONE|RAIL| ironic somas sleep fluffily|
+3623|186|7|6|7|7603.26|0.01|0.02|N|O|1997-01-05|1997-03-26|1997-01-26|NONE|TRUCK|aves. slyly special packages cajole. fu|
+3623|140|6|7|13|13521.82|0.03|0.08|N|O|1997-01-02|1997-02-26|1997-01-26|DELIVER IN PERSON|SHIP|deas. furiously expres|
+3648|144|5|1|16|16706.24|0.02|0.06|A|F|1993-08-14|1993-08-14|1993-08-15|COLLECT COD|FOB|s nag packages.|
+3648|105|2|2|30|30153.00|0.00|0.01|R|F|1993-08-31|1993-09-06|1993-09-06|DELIVER IN PERSON|FOB| above the somas boost furious|
+3648|46|7|3|34|32165.36|0.10|0.00|A|F|1993-08-21|1993-07-25|1993-09-15|DELIVER IN PERSON|FOB| deposits are furiously. careful, |
+3648|13|10|4|16|14608.16|0.06|0.03|R|F|1993-07-27|1993-08-26|1993-08-24|DELIVER IN PERSON|FOB|uriously stealthy deposits haggle furi|
+3648|117|7|5|25|25427.75|0.06|0.03|R|F|1993-08-15|1993-08-25|1993-09-09|TAKE BACK RETURN|TRUCK|s requests. silent asymp|
+3648|169|10|6|14|14968.24|0.08|0.06|R|F|1993-10-02|1993-08-26|1993-10-09|COLLECT COD|AIR|sly pending excuses. carefully i|
+3648|195|6|7|49|53664.31|0.09|0.03|R|F|1993-06-27|1993-07-27|1993-07-24|TAKE BACK RETURN|FOB|egular instructions. slyly regular pinto|
+3649|5|6|1|25|22625.00|0.10|0.04|A|F|1994-10-27|1994-08-23|1994-11-05|TAKE BACK RETURN|TRUCK|special re|
+3649|89|10|2|23|22748.84|0.08|0.00|R|F|1994-09-26|1994-10-01|1994-09-28|NONE|REG AIR|rs promise blithe|
+3649|70|7|3|14|13580.98|0.02|0.04|A|F|1994-09-19|1994-08-17|1994-10-12|DELIVER IN PERSON|TRUCK|ithely bold accounts wake |
+3649|76|4|4|40|39042.80|0.00|0.08|R|F|1994-07-20|1994-08-30|1994-08-14|TAKE BACK RETURN|RAIL|luffy somas sleep quickly-- ironic de|
+3649|100|1|5|24|24002.40|0.05|0.03|A|F|1994-07-07|1994-08-20|1994-07-27|TAKE BACK RETURN|FOB|c accounts. quickly final theodo|
+3649|122|3|6|3|3066.36|0.10|0.04|A|F|1994-07-17|1994-08-10|1994-08-03|NONE|FOB|lly bold requests nag; |
+3650|136|2|1|30|31083.90|0.10|0.00|A|F|1992-08-26|1992-07-05|1992-09-01|DELIVER IN PERSON|SHIP|ckly special platelets. furiously sil|
+3650|128|9|2|43|44209.16|0.05|0.05|A|F|1992-09-07|1992-08-12|1992-09-10|COLLECT COD|TRUCK|gside of the quick|
+3650|2|9|3|1|902.00|0.04|0.06|A|F|1992-06-23|1992-07-18|1992-07-08|NONE|REG AIR|re about the pinto |
+3650|63|2|4|31|29854.86|0.10|0.08|R|F|1992-06-15|1992-07-01|1992-07-15|DELIVER IN PERSON|RAIL| against the ironic accounts cajol|
+3650|187|8|5|19|20656.42|0.05|0.04|R|F|1992-08-29|1992-08-09|1992-09-21|DELIVER IN PERSON|AIR|y even forges. fluffily furious accounts|
+3650|94|8|6|27|26840.43|0.07|0.08|A|F|1992-07-03|1992-07-23|1992-07-13|COLLECT COD|MAIL|ular requests snooze fluffily regular pi|
+3650|70|7|7|43|41713.01|0.10|0.07|A|F|1992-06-25|1992-07-09|1992-07-22|DELIVER IN PERSON|RAIL|structions use caref|
+3651|19|9|1|20|18380.20|0.01|0.04|N|O|1998-06-10|1998-06-06|1998-06-23|NONE|SHIP|tect quickly among the r|
+3651|155|7|2|24|25323.60|0.09|0.04|N|O|1998-06-22|1998-07-17|1998-07-10|DELIVER IN PERSON|RAIL|excuses haggle according to th|
+3651|113|10|3|41|41537.51|0.00|0.05|N|O|1998-05-10|1998-07-09|1998-05-13|NONE|RAIL|blithely. furiously |
+3651|110|5|4|27|27272.97|0.05|0.03|N|O|1998-05-03|1998-06-30|1998-05-05|DELIVER IN PERSON|RAIL| sleep blithely furiously do|
+3652|180|8|1|24|25924.32|0.05|0.03|N|O|1997-06-07|1997-04-07|1997-06-12|COLLECT COD|MAIL|the final p|
+3652|137|8|2|37|38373.81|0.02|0.05|N|O|1997-05-11|1997-04-06|1997-06-05|COLLECT COD|MAIL|osits haggle carefu|
+3652|163|8|3|39|41463.24|0.01|0.02|N|O|1997-03-10|1997-04-03|1997-03-21|NONE|REG AIR|y express instructions. un|
+3652|80|9|4|1|980.08|0.01|0.04|N|O|1997-04-20|1997-05-03|1997-05-18|DELIVER IN PERSON|SHIP| bold dependencies sublate. r|
+3653|145|4|1|38|39715.32|0.08|0.05|A|F|1994-06-26|1994-05-13|1994-07-13|NONE|REG AIR|ainst the |
+3653|64|1|2|29|27957.74|0.07|0.01|A|F|1994-04-11|1994-06-11|1994-04-29|COLLECT COD|RAIL|ording to the special, final|
+3653|181|2|3|17|18380.06|0.09|0.03|R|F|1994-06-24|1994-06-02|1994-07-17|DELIVER IN PERSON|RAIL|gle slyly regular|
+3653|186|7|4|9|9775.62|0.10|0.07|R|F|1994-04-03|1994-05-19|1994-04-10|COLLECT COD|FOB|slyly silent account|
+3653|188|9|5|41|44615.38|0.08|0.01|A|F|1994-06-18|1994-05-18|1994-06-20|COLLECT COD|RAIL|onic packages affix sly|
+3653|43|4|6|9|8487.36|0.05|0.03|A|F|1994-07-21|1994-05-31|1994-08-17|NONE|MAIL|tes: blithely bo|
+3653|49|6|7|2|1898.08|0.06|0.03|R|F|1994-06-02|1994-05-31|1994-06-29|NONE|FOB|n accounts. fina|
+3654|165|2|1|46|48997.36|0.08|0.05|A|F|1992-06-05|1992-08-19|1992-06-06|DELIVER IN PERSON|FOB|usly regular foxes. furio|
+3654|93|4|2|29|28799.61|0.07|0.06|A|F|1992-09-11|1992-07-20|1992-10-04|DELIVER IN PERSON|FOB|odolites detect. quickly r|
+3654|2|7|3|37|33374.00|0.07|0.05|A|F|1992-09-22|1992-07-20|1992-10-19|TAKE BACK RETURN|RAIL|unts doze bravely ab|
+3654|168|9|4|11|11749.76|0.08|0.00|A|F|1992-07-20|1992-07-30|1992-07-23|TAKE BACK RETURN|SHIP|quickly along the express, ironic req|
+3654|94|5|5|34|33799.06|0.04|0.00|R|F|1992-07-26|1992-08-26|1992-08-12|TAKE BACK RETURN|REG AIR| the quick|
+3654|107|4|6|20|20142.00|0.03|0.02|A|F|1992-07-30|1992-07-05|1992-08-05|COLLECT COD|SHIP|s sleep about the slyly |
+3654|173|1|7|45|48292.65|0.01|0.07|A|F|1992-09-15|1992-07-04|1992-09-20|DELIVER IN PERSON|FOB|sly ironic notornis nag slyly|
+3655|184|5|1|5|5420.90|0.03|0.04|R|F|1993-01-17|1992-12-31|1993-01-23|DELIVER IN PERSON|TRUCK|riously bold pinto be|
+3655|97|10|2|1|997.09|0.10|0.06|R|F|1992-10-24|1992-12-18|1992-11-07|DELIVER IN PERSON|AIR|arefully slow pinto beans are|
+3655|30|5|3|35|32551.05|0.01|0.04|R|F|1992-12-20|1992-11-16|1993-01-15|TAKE BACK RETURN|MAIL|blithely even accounts! furiously regular|
+3655|72|3|4|35|34022.45|0.04|0.07|R|F|1992-10-17|1992-12-23|1992-10-28|COLLECT COD|MAIL|ng foxes cajole fluffily slyly final fo|
+3680|177|6|1|48|51704.16|0.00|0.06|R|F|1993-01-16|1993-01-23|1993-01-19|COLLECT COD|FOB|packages. quickly fluff|
+3680|5|8|2|41|37105.00|0.00|0.04|A|F|1993-01-06|1993-03-02|1993-01-08|NONE|FOB|iously ironic platelets in|
+3680|56|4|3|33|31549.65|0.09|0.08|R|F|1993-03-16|1993-02-19|1993-04-05|NONE|FOB|ts. ironic, fina|
+3681|106|9|1|35|35213.50|0.03|0.08|R|F|1992-07-31|1992-05-18|1992-08-07|COLLECT COD|FOB|lyly special pinto |
+3682|61|10|1|6|5766.36|0.07|0.02|N|O|1997-05-06|1997-04-04|1997-05-11|NONE|AIR|ronic deposits wake slyly. ca|
+3682|116|7|2|18|18289.98|0.06|0.06|N|O|1997-04-30|1997-03-21|1997-05-10|NONE|FOB|regular dependencies|
+3682|47|10|3|17|16099.68|0.03|0.05|N|O|1997-02-12|1997-04-04|1997-02-22|COLLECT COD|FOB|, ironic packages wake a|
+3682|57|5|4|30|28711.50|0.09|0.05|N|O|1997-04-16|1997-04-16|1997-04-29|NONE|MAIL|he requests cajole quickly pending package|
+3683|101|4|1|35|35038.50|0.05|0.03|A|F|1993-05-31|1993-04-17|1993-06-14|NONE|SHIP| the furiously expr|
+3683|49|8|2|41|38910.64|0.01|0.06|A|F|1993-03-26|1993-05-06|1993-04-09|NONE|TRUCK|ress instructions. slyly express a|
+3683|100|3|3|23|23002.30|0.00|0.08|R|F|1993-07-02|1993-05-16|1993-07-30|NONE|TRUCK|xpress accounts sleep slyly re|
+3684|126|7|1|48|49253.76|0.04|0.06|A|F|1993-08-20|1993-09-02|1993-09-10|DELIVER IN PERSON|REG AIR|its boost alongside|
+3684|46|7|2|6|5676.24|0.06|0.08|R|F|1993-08-09|1993-10-05|1993-09-06|DELIVER IN PERSON|FOB|he silent requests. packages sleep fu|
+3684|163|8|3|19|20200.04|0.04|0.02|A|F|1993-10-19|1993-08-25|1993-11-02|COLLECT COD|FOB|e slyly carefully pending foxes. d|
+3684|135|1|4|13|13456.69|0.02|0.05|A|F|1993-07-23|1993-09-16|1993-08-06|NONE|TRUCK|ing, unusual pinto beans! thinly p|
+3685|47|4|1|37|35040.48|0.02|0.03|R|F|1992-03-11|1992-04-09|1992-04-05|DELIVER IN PERSON|TRUCK|ress attai|
+3685|58|6|2|7|6706.35|0.05|0.00|R|F|1992-05-16|1992-02-23|1992-05-17|DELIVER IN PERSON|FOB|sits. special asymptotes about the r|
+3685|134|5|3|38|39296.94|0.08|0.03|A|F|1992-05-17|1992-03-16|1992-06-06|TAKE BACK RETURN|TRUCK|thely unusual pack|
+3685|192|5|4|39|42595.41|0.10|0.05|R|F|1992-02-19|1992-04-06|1992-03-02|COLLECT COD|FOB|ic courts nag carefully after the |
+3685|56|7|5|37|35373.85|0.00|0.01|A|F|1992-03-02|1992-04-10|1992-03-04|NONE|FOB|. carefully sly requests are regular, regu|
+3686|122|5|1|7|7154.84|0.02|0.04|N|O|1998-07-15|1998-08-22|1998-07-30|DELIVER IN PERSON|TRUCK| furiously unusual accou|
+3686|200|2|2|38|41807.60|0.06|0.03|N|O|1998-09-04|1998-08-11|1998-09-19|DELIVER IN PERSON|AIR|y silent foxes! carefully ruthless cour|
+3686|45|6|3|31|29296.24|0.10|0.06|N|O|1998-09-09|1998-08-28|1998-10-09|COLLECT COD|MAIL|gle across the courts. furiously regu|
+3686|117|1|4|7|7119.77|0.10|0.01|N|O|1998-07-16|1998-09-02|1998-07-22|NONE|FOB|ake carefully carefully q|
+3687|145|4|1|32|33444.48|0.03|0.06|R|F|1993-05-07|1993-04-05|1993-05-25|DELIVER IN PERSON|AIR|deas cajole fo|
+3687|81|2|2|2|1962.16|0.00|0.08|R|F|1993-02-23|1993-03-25|1993-03-11|NONE|TRUCK| express requests. slyly regular depend|
+3687|174|4|3|10|10741.70|0.01|0.02|A|F|1993-02-11|1993-03-22|1993-03-09|NONE|FOB|ing pinto beans|
+3687|162|9|4|19|20181.04|0.02|0.05|A|F|1993-05-14|1993-04-24|1993-06-01|DELIVER IN PERSON|MAIL|ly final asymptotes according to t|
+3687|119|9|5|31|31592.41|0.07|0.08|A|F|1993-05-28|1993-03-20|1993-06-05|DELIVER IN PERSON|FOB|foxes cajole quickly about the furiously f|
+3712|141|4|1|27|28110.78|0.01|0.05|R|F|1992-02-01|1992-02-26|1992-03-02|TAKE BACK RETURN|SHIP|ctions. even accounts haggle alongside |
+3712|185|6|2|13|14107.34|0.03|0.03|R|F|1992-04-30|1992-02-11|1992-05-30|DELIVER IN PERSON|FOB|s around the furiously ironic account|
+3712|64|1|3|44|42418.64|0.01|0.01|A|F|1992-03-26|1992-02-19|1992-04-18|TAKE BACK RETURN|FOB|ously permanently regular req|
+3712|148|7|4|38|39829.32|0.01|0.06|A|F|1992-01-15|1992-03-24|1992-01-27|COLLECT COD|RAIL|s nag carefully-- even, reg|
+3713|112|6|1|41|41496.51|0.07|0.08|N|O|1998-05-11|1998-07-17|1998-05-22|COLLECT COD|RAIL|eposits wake blithely fina|
+3713|177|7|2|19|20466.23|0.04|0.04|N|O|1998-06-25|1998-07-24|1998-07-08|DELIVER IN PERSON|AIR|tructions serve blithely around the furi|
+3713|180|1|3|19|20523.42|0.03|0.02|N|O|1998-05-19|1998-07-06|1998-06-09|DELIVER IN PERSON|REG AIR|quests cajole careful|
+3713|169|10|4|45|48112.20|0.06|0.04|N|O|1998-06-15|1998-07-30|1998-07-14|DELIVER IN PERSON|MAIL|al pinto beans affix after the slyly |
+3713|90|1|5|46|45544.14|0.10|0.04|N|O|1998-08-22|1998-06-27|1998-08-31|NONE|MAIL|totes. carefully special theodolites s|
+3713|182|3|6|29|31383.22|0.09|0.03|N|O|1998-08-04|1998-06-13|1998-08-21|NONE|RAIL|the regular dugouts wake furiously sil|
+3713|130|1|7|14|14421.82|0.04|0.00|N|O|1998-07-19|1998-07-02|1998-07-28|DELIVER IN PERSON|SHIP|eposits impress according|
+3714|69|6|1|13|12597.78|0.07|0.03|N|O|1998-06-26|1998-06-17|1998-07-07|TAKE BACK RETURN|REG AIR| the furiously final|
+3714|146|3|2|14|14645.96|0.02|0.05|N|O|1998-05-30|1998-06-30|1998-05-31|DELIVER IN PERSON|RAIL|ending ideas. thinly unusual theodo|
+3714|159|10|3|16|16946.40|0.00|0.02|N|O|1998-05-25|1998-07-07|1998-06-17|TAKE BACK RETURN|AIR|ccounts cajole fu|
+3714|30|9|4|44|40921.32|0.04|0.02|N|O|1998-07-18|1998-07-10|1998-07-22|DELIVER IN PERSON|AIR|s. quickly ironic dugouts sublat|
+3715|97|1|1|13|12962.17|0.00|0.03|N|O|1996-05-11|1996-04-25|1996-06-09|TAKE BACK RETURN|SHIP|e quickly ironic|
+3715|169|6|2|16|17106.56|0.01|0.06|N|O|1996-06-28|1996-04-22|1996-06-30|TAKE BACK RETURN|AIR|usly regular pearls haggle final packages|
+3715|12|3|3|37|33744.37|0.05|0.02|N|O|1996-05-03|1996-04-30|1996-05-17|NONE|SHIP|ut the carefully expr|
+3716|32|8|1|10|9320.30|0.09|0.04|N|O|1997-12-02|1997-11-09|1997-12-14|TAKE BACK RETURN|SHIP|ts. quickly sly ideas slee|
+3716|194|5|2|39|42673.41|0.02|0.08|N|O|1997-11-27|1997-10-23|1997-12-24|COLLECT COD|REG AIR|even deposits.|
+3716|107|8|3|42|42298.20|0.02|0.08|N|O|1997-12-03|1997-10-12|1997-12-15|NONE|TRUCK| of the pend|
+3716|165|10|4|19|20238.04|0.05|0.08|N|O|1997-09-25|1997-10-18|1997-10-12|NONE|TRUCK|arefully unusual accounts. flu|
+3716|182|3|5|25|27054.50|0.06|0.05|N|O|1997-11-23|1997-10-24|1997-11-24|COLLECT COD|REG AIR|fully unusual accounts. carefu|
+3717|153|8|1|45|47391.75|0.07|0.04|N|O|1998-08-09|1998-08-18|1998-08-14|TAKE BACK RETURN|TRUCK|ests wake whithout the blithely final pl|
+3717|53|5|2|3|2859.15|0.01|0.07|N|O|1998-06-09|1998-07-31|1998-06-14|NONE|REG AIR|nside the regular packages sleep|
+3717|196|7|3|45|49328.55|0.05|0.08|N|O|1998-09-19|1998-07-22|1998-09-28|DELIVER IN PERSON|MAIL|s the blithely unu|
+3717|69|6|4|5|4845.30|0.06|0.03|N|O|1998-09-02|1998-08-20|1998-09-26|TAKE BACK RETURN|AIR|quickly among |
+3717|16|7|5|7|6412.07|0.09|0.02|N|O|1998-09-08|1998-07-18|1998-09-10|DELIVER IN PERSON|RAIL| after the packa|
+3717|64|1|6|38|36634.28|0.01|0.07|N|O|1998-07-10|1998-07-08|1998-07-29|COLLECT COD|RAIL|ly about the car|
+3717|106|7|7|28|28170.80|0.03|0.01|N|O|1998-07-25|1998-08-12|1998-08-16|COLLECT COD|RAIL|ts sleep q|
+3718|21|10|1|40|36840.80|0.01|0.04|N|O|1996-11-20|1996-12-17|1996-12-03|DELIVER IN PERSON|MAIL|out the express deposits|
+3718|163|8|2|16|17010.56|0.02|0.06|N|O|1996-11-11|1996-12-25|1996-11-12|COLLECT COD|TRUCK|slyly even accounts. blithely special acco|
+3718|70|5|3|8|7760.56|0.05|0.03|N|O|1996-12-06|1996-12-06|1996-12-15|TAKE BACK RETURN|AIR| the even deposits sleep carefully b|
+3719|22|5|1|35|32270.70|0.06|0.08|N|O|1997-06-11|1997-04-03|1997-06-15|TAKE BACK RETURN|TRUCK|ly foxes. pending braids haggle furio|
+3719|174|4|2|2|2148.34|0.02|0.08|N|O|1997-02-17|1997-04-25|1997-03-03|NONE|REG AIR|ccounts boost carefu|
+3719|182|3|3|12|12986.16|0.05|0.06|N|O|1997-06-10|1997-05-04|1997-07-09|TAKE BACK RETURN|REG AIR|grate according to the |
+3719|90|1|4|13|12871.17|0.02|0.00|N|O|1997-05-03|1997-04-16|1997-05-27|TAKE BACK RETURN|SHIP|iously. regular dep|
+3719|78|8|5|19|18583.33|0.06|0.08|N|O|1997-05-22|1997-03-20|1997-06-12|COLLECT COD|TRUCK|he regular ideas integrate acros|
+3719|142|5|6|43|44812.02|0.03|0.08|N|O|1997-05-08|1997-04-15|1997-06-06|COLLECT COD|RAIL|the furiously special pinto bean|
+3719|19|10|7|16|14704.16|0.10|0.01|N|O|1997-03-02|1997-03-18|1997-03-28|TAKE BACK RETURN|RAIL| express asymptotes. ir|
+3744|195|8|1|30|32855.70|0.05|0.06|A|F|1992-05-07|1992-02-12|1992-05-17|TAKE BACK RETURN|FOB|nts among |
+3745|137|8|1|18|18668.34|0.01|0.05|A|F|1993-10-17|1993-11-16|1993-11-13|DELIVER IN PERSON|SHIP| slyly bold pinto beans according to |
+3746|165|6|1|37|39410.92|0.07|0.00|A|F|1994-12-29|1994-10-25|1995-01-03|COLLECT COD|FOB|e of the careful|
+3746|144|7|2|28|29235.92|0.06|0.08|R|F|1994-09-20|1994-10-21|1994-09-27|DELIVER IN PERSON|FOB|s after the even, special requests|
+3746|188|9|3|3|3264.54|0.10|0.01|R|F|1994-11-03|1994-12-10|1994-11-12|NONE|MAIL| the silent ideas cajole carefully |
+3746|28|7|4|11|10208.22|0.00|0.05|R|F|1994-10-02|1994-11-19|1994-10-10|COLLECT COD|SHIP| ironic theodolites are among th|
+3747|141|10|1|42|43727.88|0.05|0.05|N|O|1996-11-10|1996-10-19|1996-11-19|TAKE BACK RETURN|REG AIR|y. blithely fina|
+3747|170|1|2|33|35315.61|0.01|0.03|N|O|1996-10-14|1996-11-12|1996-11-11|NONE|REG AIR| regular p|
+3747|139|10|3|30|31173.90|0.00|0.07|N|O|1996-12-16|1996-11-15|1996-12-17|NONE|RAIL|! furiously f|
+3747|33|9|4|21|19593.63|0.00|0.06|N|O|1996-11-18|1996-09-23|1996-11-26|TAKE BACK RETURN|AIR|ithely bold orbits mold furiously blit|
+3747|126|5|5|32|32835.84|0.08|0.05|N|O|1996-09-10|1996-11-04|1996-10-10|DELIVER IN PERSON|MAIL|quests shall h|
+3747|154|5|6|14|14758.10|0.08|0.07|N|O|1996-11-03|1996-10-29|1996-11-06|TAKE BACK RETURN|AIR|packages cajole carefu|
+3747|118|2|7|23|23416.53|0.00|0.04|N|O|1996-11-08|1996-11-10|1996-12-03|NONE|REG AIR|kages are ironic|
+3748|104|7|1|12|12049.20|0.06|0.01|N|O|1998-04-17|1998-04-15|1998-05-12|NONE|AIR|old reques|
+3748|165|4|2|24|25563.84|0.08|0.04|N|O|1998-06-07|1998-05-02|1998-06-21|DELIVER IN PERSON|TRUCK|al deposits. blithely|
+3748|197|1|3|19|20846.61|0.05|0.01|N|O|1998-04-23|1998-05-17|1998-05-23|COLLECT COD|RAIL|pinto beans run carefully quic|
+3748|187|8|4|5|5435.90|0.00|0.07|N|O|1998-06-29|1998-05-06|1998-07-12|DELIVER IN PERSON|MAIL| regular accounts sleep quickly-- furious|
+3748|147|4|5|21|21989.94|0.07|0.08|N|O|1998-03-30|1998-04-07|1998-04-05|TAKE BACK RETURN|MAIL|fix carefully furiously express ideas. furi|
+3749|173|3|1|11|11804.87|0.07|0.05|N|O|1995-06-25|1995-05-23|1995-07-10|TAKE BACK RETURN|RAIL|egular requests along the |
+3749|129|8|2|9|9262.08|0.08|0.05|A|F|1995-04-23|1995-04-18|1995-04-26|NONE|REG AIR|uses cajole blithely pla|
+3749|199|2|3|31|34074.89|0.00|0.05|N|F|1995-06-11|1995-05-20|1995-06-27|COLLECT COD|REG AIR|s. foxes sleep slyly unusual grouc|
+3749|131|2|4|7|7217.91|0.07|0.06|A|F|1995-03-31|1995-04-05|1995-04-11|NONE|TRUCK|he slyly ironic packages|
+3749|183|4|5|14|15164.52|0.02|0.00|N|F|1995-06-11|1995-05-19|1995-07-11|DELIVER IN PERSON|SHIP|press instruc|
+3749|54|6|6|10|9540.50|0.10|0.03|N|O|1995-06-24|1995-05-24|1995-07-18|COLLECT COD|SHIP|essly. regular pi|
+3750|134|10|1|37|38262.81|0.04|0.03|N|O|1995-07-08|1995-07-28|1995-07-28|DELIVER IN PERSON|REG AIR|usly busy account|
+3750|152|3|2|33|34720.95|0.05|0.03|N|O|1995-06-27|1995-06-20|1995-07-03|TAKE BACK RETURN|REG AIR|theodolites haggle. slyly pendin|
+3750|80|10|3|20|19601.60|0.09|0.05|N|F|1995-06-17|1995-06-06|1995-06-28|TAKE BACK RETURN|REG AIR|ss, ironic requests! fur|
+3750|166|1|4|33|35183.28|0.04|0.03|N|F|1995-06-15|1995-06-04|1995-06-29|COLLECT COD|RAIL|ep blithely according to the flu|
+3750|83|4|5|1|983.08|0.05|0.01|N|O|1995-07-24|1995-06-25|1995-08-21|DELIVER IN PERSON|REG AIR|l dolphins against the slyly|
+3750|113|7|6|47|47616.17|0.01|0.08|R|F|1995-05-11|1995-06-13|1995-06-02|TAKE BACK RETURN|FOB|slowly regular accounts. blithely ev|
+3751|172|2|1|37|39670.29|0.00|0.04|R|F|1994-04-30|1994-05-30|1994-05-30|NONE|REG AIR|ly express courts |
+3751|141|8|2|32|33316.48|0.03|0.05|R|F|1994-05-05|1994-07-02|1994-06-02|COLLECT COD|MAIL|rthogs could have to slee|
+3751|65|2|3|45|43427.70|0.08|0.06|R|F|1994-05-27|1994-06-19|1994-06-14|NONE|RAIL|according to |
+3751|14|4|4|39|35646.39|0.07|0.01|A|F|1994-08-16|1994-07-11|1994-09-12|COLLECT COD|TRUCK|refully according to the iro|
+3751|58|3|5|12|11496.60|0.02|0.03|A|F|1994-08-09|1994-06-30|1994-08-12|TAKE BACK RETURN|TRUCK|accounts wake furious|
+3751|76|5|6|39|38066.73|0.02|0.08|R|F|1994-08-01|1994-06-01|1994-08-26|COLLECT COD|SHIP|to beans. pending, express packages c|
+3776|3|10|1|39|35217.00|0.05|0.01|R|F|1993-01-03|1993-02-05|1993-01-08|COLLECT COD|FOB|yly blithely pending packages|
+3776|159|4|2|14|14828.10|0.06|0.08|R|F|1992-12-30|1993-02-12|1993-01-27|DELIVER IN PERSON|RAIL|y special ideas. express packages pr|
+3776|141|8|3|49|51015.86|0.01|0.08|R|F|1992-12-03|1993-02-16|1992-12-28|TAKE BACK RETURN|RAIL|equests. final, thin grouches |
+3776|92|6|4|49|48612.41|0.08|0.05|A|F|1993-02-11|1993-01-06|1993-02-27|COLLECT COD|MAIL|es: careful warthogs haggle fluffi|
+3777|100|4|1|11|11001.10|0.02|0.03|A|F|1994-04-09|1994-06-05|1994-04-14|NONE|FOB|ld ideas. even theodolites|
+3777|8|5|2|10|9080.00|0.03|0.01|R|F|1994-05-22|1994-05-29|1994-06-13|COLLECT COD|RAIL|le. ironic depths a|
+3777|166|7|3|18|19190.88|0.10|0.06|R|F|1994-05-04|1994-05-23|1994-05-22|COLLECT COD|REG AIR|eful packages use slyly: even deposits |
+3777|18|9|4|35|32130.35|0.10|0.04|A|F|1994-05-25|1994-05-26|1994-06-13|COLLECT COD|AIR|s. carefully express asymptotes accordi|
+3777|98|10|5|14|13973.26|0.04|0.05|R|F|1994-05-06|1994-06-24|1994-05-31|NONE|TRUCK|ording to the iro|
+3778|57|2|1|21|20098.05|0.01|0.06|R|F|1993-05-27|1993-07-10|1993-06-03|COLLECT COD|REG AIR|ts. blithely special theodoli|
+3778|29|10|2|32|29728.64|0.09|0.00|A|F|1993-06-22|1993-08-18|1993-07-03|TAKE BACK RETURN|MAIL|tes affix carefully above the |
+3778|94|6|3|41|40757.69|0.05|0.00|R|F|1993-06-21|1993-07-27|1993-07-15|COLLECT COD|FOB|e the furiously ironi|
+3778|169|4|4|28|29936.48|0.03|0.05|R|F|1993-08-18|1993-07-10|1993-09-06|TAKE BACK RETURN|REG AIR|y silent orbits print carefully against |
+3778|98|2|5|28|27946.52|0.01|0.06|R|F|1993-09-02|1993-08-08|1993-10-02|DELIVER IN PERSON|FOB|r deposits. theodol|
+3778|20|7|6|26|23920.52|0.00|0.01|A|F|1993-09-24|1993-07-06|1993-10-22|NONE|TRUCK| against the fluffily|
+3778|105|6|7|49|49249.90|0.02|0.04|A|F|1993-06-13|1993-08-08|1993-07-04|DELIVER IN PERSON|MAIL|ans. furiously |
+3779|46|5|1|28|26489.12|0.04|0.05|N|O|1997-05-06|1997-04-01|1997-05-18|TAKE BACK RETURN|AIR|s. close requests sleep|
+3779|110|3|2|5|5050.55|0.07|0.03|N|O|1997-01-07|1997-03-26|1997-02-05|DELIVER IN PERSON|AIR|heodolites. slyly regular a|
+3780|127|8|1|25|25678.00|0.08|0.04|N|O|1996-06-27|1996-07-02|1996-07-22|NONE|AIR|l, unusual |
+3780|190|1|2|40|43607.60|0.10|0.04|N|O|1996-06-06|1996-05-29|1996-07-01|COLLECT COD|SHIP|gular deposits-- furiously regular |
+3781|14|5|1|48|43872.48|0.02|0.06|N|O|1996-08-22|1996-08-13|1996-09-15|NONE|REG AIR|equests may cajole careful|
+3781|188|9|2|39|42439.02|0.10|0.00|N|O|1996-08-20|1996-08-16|1996-09-01|DELIVER IN PERSON|REG AIR|unts are carefully. ir|
+3781|30|1|3|17|15810.51|0.01|0.03|N|O|1996-06-23|1996-09-04|1996-07-19|TAKE BACK RETURN|REG AIR|. theodolite|
+3781|31|2|4|15|13965.45|0.05|0.00|N|O|1996-08-23|1996-08-08|1996-09-06|TAKE BACK RETURN|AIR| carefully blithe|
+3781|16|6|5|23|21068.23|0.09|0.08|N|O|1996-09-05|1996-08-18|1996-09-27|DELIVER IN PERSON|SHIP|pendencies are b|
+3782|27|10|1|29|26883.58|0.01|0.07|N|O|1996-09-17|1996-10-03|1996-10-07|DELIVER IN PERSON|REG AIR|quickly unusual pinto beans. carefully fina|
+3782|153|1|2|10|10531.50|0.03|0.05|N|O|1996-09-07|1996-11-19|1996-10-04|COLLECT COD|FOB|ven pinto b|
+3782|136|7|3|30|31083.90|0.06|0.06|N|O|1996-12-19|1996-10-31|1997-01-14|TAKE BACK RETURN|MAIL|slyly even pinto beans hag|
+3782|117|7|4|34|34581.74|0.02|0.06|N|O|1996-11-07|1996-10-22|1996-11-19|DELIVER IN PERSON|MAIL|gage after the even|
+3782|130|3|5|40|41205.20|0.09|0.04|N|O|1996-12-16|1996-11-22|1997-01-01|COLLECT COD|AIR|s instructions. regular accou|
+3783|167|4|1|36|38417.76|0.04|0.08|R|F|1993-12-17|1994-02-26|1994-01-03|DELIVER IN PERSON|SHIP|ites haggle among the carefully unusu|
+3783|73|3|2|36|35030.52|0.02|0.02|R|F|1994-03-02|1994-02-09|1994-03-15|COLLECT COD|TRUCK|egular accounts|
+3783|85|6|3|50|49254.00|0.04|0.01|R|F|1994-03-14|1994-01-09|1994-04-10|DELIVER IN PERSON|FOB|he furiously regular deposits. |
+3783|27|6|4|37|34299.74|0.10|0.05|R|F|1993-12-09|1994-02-17|1993-12-30|COLLECT COD|REG AIR|ing to the ideas. regular accounts de|
+3808|43|10|1|28|26405.12|0.02|0.01|R|F|1994-05-27|1994-06-18|1994-06-22|TAKE BACK RETURN|FOB|lly final accounts alo|
+3808|127|6|2|47|48274.64|0.04|0.08|R|F|1994-06-12|1994-06-03|1994-07-02|COLLECT COD|TRUCK|fully for the quickly final deposits: flu|
+3808|31|2|3|45|41896.35|0.00|0.03|R|F|1994-07-03|1994-05-29|1994-07-14|TAKE BACK RETURN|REG AIR| carefully special|
+3808|100|1|4|34|34003.40|0.07|0.04|R|F|1994-08-13|1994-07-22|1994-08-31|DELIVER IN PERSON|FOB| pearls will have to |
+3808|155|7|5|29|30599.35|0.08|0.03|A|F|1994-06-22|1994-05-26|1994-07-06|TAKE BACK RETURN|TRUCK| deposits across the pac|
+3808|168|5|6|44|46999.04|0.06|0.06|A|F|1994-06-07|1994-06-04|1994-06-25|NONE|REG AIR|the blithely regular foxes. even, final |
+3809|191|3|1|17|18550.23|0.10|0.04|N|O|1996-08-14|1996-07-05|1996-09-04|DELIVER IN PERSON|FOB|es detect furiously sil|
+3809|133|4|2|32|33060.16|0.01|0.02|N|O|1996-07-03|1996-06-01|1996-07-25|COLLECT COD|SHIP|xcuses would boost against the fluffily eve|
+3809|105|6|3|46|46234.60|0.10|0.06|N|O|1996-08-20|1996-06-01|1996-08-24|TAKE BACK RETURN|TRUCK|l asymptotes. special |
+3809|178|9|4|43|46361.31|0.00|0.04|N|O|1996-05-06|1996-06-22|1996-06-05|TAKE BACK RETURN|TRUCK|yly ironic decoys; regular, iron|
+3810|184|5|1|49|53124.82|0.05|0.01|R|F|1992-11-27|1992-10-30|1992-12-16|COLLECT COD|AIR|cajole. fur|
+3810|169|8|2|18|19244.88|0.01|0.04|A|F|1992-11-28|1992-11-15|1992-12-27|DELIVER IN PERSON|SHIP|s. furiously careful deposi|
+3810|137|3|3|41|42522.33|0.08|0.08|A|F|1992-10-26|1992-10-27|1992-11-05|COLLECT COD|SHIP|l requests boost slyly along the slyl|
+3810|182|3|4|11|11903.98|0.06|0.04|A|F|1992-12-18|1992-12-11|1993-01-15|DELIVER IN PERSON|MAIL| the pending pinto beans. expr|
+3811|164|3|1|24|25539.84|0.04|0.02|N|O|1998-07-13|1998-05-16|1998-08-12|TAKE BACK RETURN|TRUCK|deposits. slyly regular accounts cajo|
+3811|166|5|2|2|2132.32|0.01|0.08|N|O|1998-06-16|1998-06-16|1998-06-23|NONE|MAIL|slyly fluff|
+3811|43|6|3|19|17917.76|0.02|0.06|N|O|1998-07-20|1998-06-14|1998-07-29|NONE|MAIL|s boost blithely furiou|
+3811|171|1|4|50|53558.50|0.08|0.03|N|O|1998-07-28|1998-07-06|1998-08-16|COLLECT COD|FOB|ts are slyly fluffy ideas. furiou|
+3811|182|3|5|23|24890.14|0.00|0.04|N|O|1998-08-13|1998-07-09|1998-08-29|COLLECT COD|AIR|nstructions sleep quickly. slyly final |
+3811|2|7|6|35|31570.00|0.04|0.07|N|O|1998-04-17|1998-06-30|1998-04-25|NONE|REG AIR|yly final dolphins? quickly ironic frets|
+3812|145|4|1|33|34489.62|0.00|0.05|N|O|1996-10-10|1996-10-05|1996-10-15|TAKE BACK RETURN|MAIL|posits engage. ironic, regular p|
+3812|173|2|2|33|35414.61|0.06|0.03|N|O|1996-10-05|1996-10-13|1996-10-22|TAKE BACK RETURN|MAIL|inal excuses d|
+3813|176|7|1|37|39818.29|0.05|0.04|N|O|1998-10-13|1998-09-19|1998-10-28|NONE|REG AIR|ravely special packages haggle p|
+3813|123|2|2|39|39901.68|0.05|0.00|N|O|1998-08-30|1998-08-12|1998-09-29|COLLECT COD|FOB|y ideas. final ideas about the sp|
+3814|131|7|1|7|7217.91|0.02|0.02|R|F|1995-05-01|1995-05-09|1995-05-28|DELIVER IN PERSON|REG AIR|es sleep furiou|
+3814|173|3|2|14|15024.38|0.01|0.00|R|F|1995-03-17|1995-05-10|1995-04-16|DELIVER IN PERSON|AIR|sits along the final, ironic deposit|
+3814|168|7|3|36|38453.76|0.06|0.02|N|O|1995-06-19|1995-04-18|1995-06-28|COLLECT COD|SHIP|beans cajole quickly sl|
+3814|66|7|4|20|19321.20|0.04|0.07|R|F|1995-02-23|1995-03-26|1995-03-04|DELIVER IN PERSON|SHIP|. doggedly ironic deposits will have to wa|
+3814|107|2|5|15|15106.50|0.03|0.04|N|O|1995-06-23|1995-03-25|1995-07-09|COLLECT COD|SHIP| carefully final deposits haggle slyly|
+3814|83|4|6|47|46204.76|0.09|0.05|A|F|1995-04-16|1995-04-03|1995-05-14|DELIVER IN PERSON|AIR|nusual requests. bli|
+3814|132|8|7|12|12385.56|0.10|0.01|R|F|1995-03-18|1995-04-16|1995-03-20|TAKE BACK RETURN|REG AIR|ages cajole. packages haggle. final|
+3815|77|7|1|3|2931.21|0.07|0.00|N|O|1997-11-16|1997-11-15|1997-11-30|NONE|FOB|egular, express ideas. ironic, final dep|
+3815|130|5|2|11|11331.43|0.02|0.04|N|O|1997-11-01|1997-11-05|1997-11-27|COLLECT COD|TRUCK|sleep blithe|
+3840|187|8|1|45|48923.10|0.02|0.08|N|O|1998-10-31|1998-09-19|1998-11-30|DELIVER IN PERSON|TRUCK|o beans are. carefully final courts x|
+3840|46|9|2|12|11352.48|0.04|0.07|N|O|1998-10-02|1998-08-19|1998-10-20|TAKE BACK RETURN|RAIL|xpress pinto beans. accounts a|
+3840|73|4|3|45|43788.15|0.02|0.05|N|O|1998-10-12|1998-10-12|1998-10-28|TAKE BACK RETURN|FOB|onic, even packages are. pe|
+3840|148|9|4|41|42973.74|0.07|0.02|N|O|1998-07-21|1998-10-08|1998-08-01|TAKE BACK RETURN|MAIL| nag slyly? slyly pending accounts |
+3840|173|3|5|7|7512.19|0.09|0.08|N|O|1998-09-17|1998-09-20|1998-10-14|DELIVER IN PERSON|MAIL|. furiously final gifts sleep carefully pin|
+3840|107|8|6|33|33234.30|0.10|0.02|N|O|1998-07-29|1998-10-06|1998-08-04|DELIVER IN PERSON|SHIP|hely silent deposits w|
+3841|157|5|1|1|1057.15|0.06|0.03|A|F|1994-10-10|1994-11-12|1994-10-21|DELIVER IN PERSON|AIR| boost even re|
+3841|21|10|2|31|28551.62|0.09|0.03|A|F|1995-01-24|1994-11-25|1995-02-20|TAKE BACK RETURN|SHIP|n theodolites shall promise carefully. qui|
+3841|152|10|3|40|42086.00|0.06|0.02|A|F|1995-02-02|1994-11-30|1995-02-14|TAKE BACK RETURN|MAIL|its. quickly regular ideas nag carefully|
+3841|50|1|4|9|8550.45|0.10|0.07|A|F|1994-11-21|1994-12-26|1994-11-26|NONE|FOB|s according to the courts shall nag s|
+3841|176|7|5|3|3228.51|0.04|0.02|R|F|1994-10-24|1994-12-07|1994-11-09|COLLECT COD|FOB|foxes integrate |
+3841|163|8|6|48|51031.68|0.03|0.00|R|F|1994-11-23|1994-11-22|1994-12-01|DELIVER IN PERSON|FOB| according to the regular, |
+3842|162|7|1|28|29740.48|0.05|0.07|A|F|1992-06-17|1992-06-03|1992-06-24|DELIVER IN PERSON|TRUCK|s excuses thrash carefully.|
+3842|122|1|2|21|21464.52|0.07|0.05|R|F|1992-07-15|1992-06-02|1992-07-21|NONE|RAIL|r pinto be|
+3842|194|7|3|28|30637.32|0.00|0.00|A|F|1992-06-20|1992-05-22|1992-07-13|DELIVER IN PERSON|MAIL|lly alongside of the|
+3842|88|9|4|15|14821.20|0.07|0.01|A|F|1992-06-26|1992-06-23|1992-07-09|COLLECT COD|MAIL|ave packages are slyl|
+3842|68|3|5|13|12584.78|0.09|0.02|R|F|1992-04-13|1992-06-22|1992-05-11|COLLECT COD|RAIL|t blithely. busily regular accounts alon|
+3842|107|4|6|24|24170.40|0.08|0.08|R|F|1992-08-05|1992-06-29|1992-08-16|TAKE BACK RETURN|MAIL|phins are quickly|
+3843|15|6|1|7|6405.07|0.10|0.03|N|O|1997-02-13|1997-02-21|1997-02-20|TAKE BACK RETURN|SHIP|slyly even instructions. furiously eve|
+3843|1|4|2|30|27030.00|0.01|0.05|N|O|1997-02-14|1997-03-25|1997-03-13|DELIVER IN PERSON|AIR| wake. slyly even packages boost |
+3844|135|1|1|2|2070.26|0.03|0.07|R|F|1995-02-24|1995-02-03|1995-03-18|TAKE BACK RETURN|AIR|es haggle final acco|
+3844|102|7|2|5|5010.50|0.10|0.03|R|F|1995-04-29|1995-02-24|1995-05-05|TAKE BACK RETURN|RAIL| unwind quickly about the pending, i|
+3845|34|5|1|44|41097.32|0.01|0.08|A|F|1992-07-20|1992-07-15|1992-07-24|DELIVER IN PERSON|REG AIR|s haggle among the fluffily regula|
+3845|24|7|2|16|14784.32|0.09|0.05|A|F|1992-08-08|1992-06-08|1992-08-26|DELIVER IN PERSON|SHIP|ely bold ideas use. ex|
+3845|59|1|3|17|16303.85|0.08|0.01|A|F|1992-06-12|1992-07-05|1992-06-26|TAKE BACK RETURN|RAIL|counts haggle. reg|
+3845|46|9|4|1|946.04|0.04|0.05|R|F|1992-05-21|1992-06-07|1992-06-17|COLLECT COD|REG AIR| blithely ironic t|
+3845|196|7|5|27|29597.13|0.00|0.05|R|F|1992-08-20|1992-07-17|1992-09-02|COLLECT COD|REG AIR|kages. care|
+3845|105|8|6|30|30153.00|0.09|0.06|R|F|1992-08-21|1992-07-07|1992-08-25|COLLECT COD|FOB|counts do wake blithely. ironic requests |
+3846|61|10|1|15|14415.90|0.06|0.03|N|O|1998-02-17|1998-04-27|1998-02-21|NONE|REG AIR|uternes. carefully even|
+3846|171|2|2|30|32135.10|0.08|0.07|N|O|1998-05-01|1998-03-12|1998-05-20|TAKE BACK RETURN|FOB|deposits according to the fur|
+3846|15|5|3|49|44835.49|0.08|0.07|N|O|1998-02-14|1998-03-22|1998-02-17|DELIVER IN PERSON|RAIL|efully even packages against the blithe|
+3846|165|10|4|33|35150.28|0.05|0.00|N|O|1998-05-12|1998-03-14|1998-05-14|DELIVER IN PERSON|TRUCK|s instructions are. fu|
+3847|189|10|1|7|7624.26|0.08|0.00|A|F|1993-05-06|1993-06-06|1993-05-22|COLLECT COD|MAIL| about the blithely daring Tiresias. fl|
+3872|181|2|1|28|30273.04|0.10|0.04|N|O|1996-11-05|1996-11-10|1996-11-24|DELIVER IN PERSON|REG AIR|t after the carefully ironic excuses. f|
+3872|17|4|2|38|34846.38|0.04|0.05|N|O|1996-10-18|1996-12-03|1996-11-15|TAKE BACK RETURN|AIR|iously against the ironic, unusual a|
+3872|169|4|3|18|19244.88|0.07|0.07|N|O|1996-12-25|1996-10-24|1997-01-08|TAKE BACK RETURN|SHIP|s. regular, brave accounts sleep blith|
+3872|11|2|4|41|37351.41|0.07|0.03|N|O|1996-11-23|1996-11-12|1996-12-03|COLLECT COD|REG AIR|ly regular epitaphs boost|
+3872|70|7|5|42|40742.94|0.03|0.00|N|O|1997-01-03|1996-10-12|1997-01-16|COLLECT COD|MAIL|s the furio|
+3872|140|6|6|40|41605.60|0.07|0.05|N|O|1997-01-02|1996-10-29|1997-01-14|NONE|REG AIR|nts? regularly ironic ex|
+3873|68|3|1|19|18393.14|0.04|0.04|N|O|1998-05-15|1998-05-10|1998-05-17|NONE|FOB|y final ac|
+3873|145|8|2|44|45986.16|0.05|0.05|N|O|1998-07-23|1998-05-22|1998-08-14|COLLECT COD|AIR|yly even platelets wake. |
+3873|140|6|3|29|30164.06|0.01|0.04|N|O|1998-06-22|1998-05-20|1998-07-05|COLLECT COD|REG AIR|olphins af|
+3874|170|7|1|21|22473.57|0.09|0.08|R|F|1993-06-19|1993-07-20|1993-07-08|DELIVER IN PERSON|SHIP| requests cajole fluff|
+3874|19|6|2|48|44112.48|0.06|0.07|R|F|1993-06-13|1993-07-20|1993-06-20|NONE|RAIL| ideas throughout |
+3875|81|2|1|24|23545.92|0.02|0.08|N|O|1997-10-15|1997-11-27|1997-11-09|COLLECT COD|AIR|ecial packages. |
+3875|113|7|2|49|49642.39|0.04|0.04|N|O|1997-10-18|1997-10-13|1997-10-19|NONE|MAIL|sleep furiously about the deposits. quickl|
+3876|141|8|1|12|12493.68|0.06|0.07|N|O|1996-09-16|1996-10-23|1996-10-05|TAKE BACK RETURN|REG AIR|y above the pending tithes. blithely ironi|
+3876|140|6|2|37|38485.18|0.00|0.03|N|O|1996-11-30|1996-10-18|1996-12-18|DELIVER IN PERSON|AIR|t dependencies. blithely final packages u|
+3876|127|8|3|41|42111.92|0.02|0.04|N|O|1996-10-15|1996-10-17|1996-10-19|NONE|AIR| quickly blit|
+3877|50|7|1|12|11400.60|0.06|0.01|R|F|1993-05-30|1993-08-09|1993-06-24|TAKE BACK RETURN|FOB|nal requests. even requests are. pac|
+3877|145|4|2|47|49121.58|0.05|0.00|A|F|1993-08-01|1993-08-16|1993-08-04|NONE|FOB|furiously quick requests nag along the theo|
+3877|80|8|3|44|43123.52|0.09|0.00|A|F|1993-06-07|1993-07-15|1993-07-06|DELIVER IN PERSON|REG AIR|elets. quickly regular accounts caj|
+3877|148|9|4|36|37733.04|0.06|0.01|A|F|1993-07-27|1993-07-13|1993-08-11|DELIVER IN PERSON|AIR|lithely about the dogged ideas. ac|
+3877|5|6|5|41|37105.00|0.03|0.07|A|F|1993-06-30|1993-07-20|1993-07-01|DELIVER IN PERSON|FOB|integrate against the expres|
+3877|123|4|6|7|7161.84|0.04|0.08|R|F|1993-06-14|1993-07-09|1993-06-28|NONE|TRUCK|lar dolphins cajole silently |
+3878|200|1|1|6|6601.20|0.07|0.04|N|O|1997-06-21|1997-05-22|1997-07-01|COLLECT COD|FOB|s. regular instru|
+3878|88|9|2|13|12845.04|0.01|0.06|N|O|1997-06-08|1997-06-03|1997-06-25|TAKE BACK RETURN|TRUCK|leep ruthlessly about the carefu|
+3878|41|8|3|20|18820.80|0.08|0.03|N|O|1997-06-20|1997-05-24|1997-07-20|TAKE BACK RETURN|MAIL|the furiously careful ideas cajole slyly sl|
+3878|152|3|4|20|21043.00|0.01|0.07|N|O|1997-07-13|1997-05-22|1997-07-20|NONE|FOB|about the carefully ironic pa|
+3879|126|5|1|45|46175.40|0.10|0.08|N|O|1996-03-18|1996-01-03|1996-04-03|COLLECT COD|RAIL|ly according to the expr|
+3879|45|4|2|35|33076.40|0.00|0.07|N|O|1995-12-08|1996-01-23|1995-12-28|TAKE BACK RETURN|MAIL|o beans. accounts cajole furiously. re|
+3904|38|4|1|22|20636.66|0.04|0.03|N|O|1998-02-02|1998-02-09|1998-02-10|TAKE BACK RETURN|REG AIR|structions cajole carefully. carefully f|
+3904|184|5|2|19|20599.42|0.09|0.01|N|O|1998-02-10|1998-02-13|1998-02-20|TAKE BACK RETURN|AIR| excuses sleep slyly according to th|
+3905|101|8|1|43|43047.30|0.07|0.08|A|F|1994-03-30|1994-02-18|1994-04-09|DELIVER IN PERSON|REG AIR|uses are care|
+3905|116|10|2|7|7112.77|0.03|0.00|R|F|1994-03-01|1994-02-19|1994-03-11|DELIVER IN PERSON|AIR|ully furiously furious packag|
+3905|170|7|3|6|6421.02|0.07|0.02|R|F|1994-04-07|1994-03-07|1994-04-21|DELIVER IN PERSON|RAIL|ow furiously. deposits wake ironic |
+3906|153|1|1|42|44232.30|0.00|0.04|R|F|1992-09-03|1992-07-22|1992-09-04|COLLECT COD|RAIL|jole blithely after the furiously regular |
+3906|40|1|2|50|47002.00|0.01|0.07|R|F|1992-09-24|1992-08-24|1992-09-29|NONE|MAIL|ke slyly. stealt|
+3906|180|9|3|15|16202.70|0.06|0.02|R|F|1992-07-30|1992-08-26|1992-08-02|TAKE BACK RETURN|FOB|dependencies at the |
+3906|59|10|4|36|34525.80|0.08|0.08|A|F|1992-08-07|1992-08-08|1992-08-24|NONE|SHIP|y. ironic deposits haggle sl|
+3907|112|6|1|41|41496.51|0.06|0.02|A|F|1992-09-13|1992-10-23|1992-09-29|COLLECT COD|MAIL|ackages wake along the carefully regul|
+3907|145|4|2|41|42850.74|0.03|0.00|A|F|1992-10-25|1992-10-17|1992-11-01|TAKE BACK RETURN|RAIL|s above the unusual ideas sleep furiousl|
+3907|52|4|3|45|42842.25|0.02|0.07|R|F|1992-09-21|1992-09-19|1992-10-18|COLLECT COD|REG AIR| about the regular pac|
+3907|176|5|4|48|51656.16|0.05|0.07|A|F|1992-09-24|1992-10-16|1992-10-06|DELIVER IN PERSON|TRUCK|nt asymptotes lose across th|
+3907|62|3|5|22|21165.32|0.09|0.01|R|F|1992-09-20|1992-10-30|1992-09-29|TAKE BACK RETURN|TRUCK|ly. furiously unusual deposits use afte|
+3907|126|9|6|34|34888.08|0.02|0.02|R|F|1992-09-06|1992-10-08|1992-09-12|COLLECT COD|FOB| requests according to the slyly pending |
+3907|110|5|7|8|8080.88|0.10|0.01|A|F|1992-09-18|1992-10-29|1992-09-27|NONE|REG AIR|furiously final packages.|
+3908|92|4|1|50|49604.50|0.05|0.04|R|F|1993-06-19|1993-04-27|1993-07-05|DELIVER IN PERSON|MAIL| even accounts wake |
+3908|148|9|2|8|8385.12|0.06|0.03|A|F|1993-03-12|1993-04-13|1993-03-22|DELIVER IN PERSON|SHIP|r instructions was requests. ironically |
+3909|178|6|1|30|32345.10|0.03|0.07|N|O|1998-10-17|1998-10-14|1998-10-28|COLLECT COD|TRUCK|ly even deposits across the ironic notorni|
+3909|191|4|2|46|50194.74|0.03|0.01|N|O|1998-10-08|1998-10-15|1998-10-24|NONE|FOB|the blithely unusual ideas|
+3910|139|10|1|10|10391.30|0.00|0.08|N|O|1996-10-18|1996-10-31|1996-11-14|DELIVER IN PERSON|FOB|tions boost furiously unusual e|
+3910|71|10|2|31|30103.17|0.05|0.03|N|O|1996-12-22|1996-11-14|1997-01-01|TAKE BACK RETURN|SHIP|ess instructions. |
+3910|20|7|3|6|5520.12|0.04|0.04|N|O|1996-12-08|1996-10-30|1996-12-31|DELIVER IN PERSON|MAIL|ly sly platelets are fluffily slyly si|
+3910|153|1|4|1|1053.15|0.03|0.06|N|O|1996-09-12|1996-10-21|1996-09-19|DELIVER IN PERSON|FOB|s sleep neve|
+3911|113|7|1|10|10131.10|0.07|0.06|N|O|1995-06-22|1995-05-30|1995-06-28|COLLECT COD|FOB|ss theodolites are blithely along t|
+3911|119|9|2|14|14267.54|0.08|0.05|R|F|1995-04-28|1995-05-03|1995-05-22|NONE|RAIL|e blithely brave depo|
+3911|92|5|3|12|11905.08|0.10|0.05|R|F|1995-04-04|1995-04-16|1995-04-10|COLLECT COD|FOB|uctions. blithely regula|
+3936|137|8|1|25|25928.25|0.06|0.03|N|O|1996-12-03|1996-12-27|1997-01-01|DELIVER IN PERSON|RAIL|gular requests nag quic|
+3936|188|9|2|24|26116.32|0.10|0.07|N|O|1996-11-22|1997-01-01|1996-12-08|NONE|AIR|ns. accounts mold fl|
+3936|83|4|3|42|41289.36|0.00|0.07|N|O|1997-01-03|1997-01-29|1997-01-14|COLLECT COD|AIR|elets wake amo|
+3936|62|7|4|12|11544.72|0.06|0.05|N|O|1996-11-25|1997-01-09|1996-12-06|DELIVER IN PERSON|SHIP|ithely across the carefully brave req|
+3936|84|5|5|35|34442.80|0.02|0.08|N|O|1996-12-04|1997-01-06|1996-12-22|NONE|SHIP|lly ironic requ|
+3936|103|6|6|26|26080.60|0.01|0.02|N|O|1997-02-27|1997-01-16|1997-03-22|NONE|RAIL|quickly pen|
+3937|70|7|1|48|46563.36|0.10|0.02|N|O|1998-03-15|1998-02-22|1998-03-30|DELIVER IN PERSON|FOB|gainst the thinl|
+3937|48|1|2|30|28441.20|0.01|0.07|N|O|1998-01-17|1998-01-03|1998-02-08|COLLECT COD|TRUCK|al packages slee|
+3937|115|5|3|27|27407.97|0.03|0.00|N|O|1998-02-06|1998-01-12|1998-02-20|NONE|MAIL|ven ideas. slyly expr|
+3937|154|2|4|50|52707.50|0.01|0.02|N|O|1998-01-15|1998-01-09|1998-02-04|DELIVER IN PERSON|AIR|ong the carefully exp|
+3937|3|10|5|29|26187.00|0.03|0.07|N|O|1998-03-06|1998-02-22|1998-03-14|NONE|TRUCK|nt pinto beans above the pending instr|
+3937|193|6|6|6|6559.14|0.00|0.00|N|O|1998-01-24|1998-02-13|1998-01-27|DELIVER IN PERSON|FOB|into beans. slyly silent orbits alongside o|
+3937|164|9|7|1|1064.16|0.02|0.05|N|O|1998-03-29|1998-01-08|1998-04-27|TAKE BACK RETURN|TRUCK|refully agains|
+3938|159|4|1|46|48720.90|0.10|0.07|R|F|1993-05-20|1993-05-04|1993-06-12|DELIVER IN PERSON|FOB|ly even foxes are slyly fu|
+3939|160|8|1|8|8481.28|0.03|0.06|N|O|1996-01-29|1996-04-05|1996-02-26|COLLECT COD|REG AIR|e packages. express, pen|
+3940|178|7|1|33|35579.61|0.10|0.07|N|O|1996-05-19|1996-04-19|1996-05-23|TAKE BACK RETURN|RAIL|ly ironic packages about the pending accou|
+3940|69|4|2|40|38762.40|0.08|0.02|N|O|1996-02-29|1996-03-22|1996-03-04|NONE|MAIL|ts. regular fox|
+3940|89|10|3|8|7912.64|0.07|0.08|N|O|1996-04-04|1996-04-12|1996-04-18|DELIVER IN PERSON|RAIL|ions cajole furiously regular pinto beans. |
+3940|137|3|4|11|11408.43|0.09|0.05|N|O|1996-03-09|1996-05-13|1996-03-17|COLLECT COD|REG AIR|e of the special packages. furiously|
+3940|1|6|5|41|36941.00|0.00|0.07|N|O|1996-05-08|1996-05-03|1996-06-03|COLLECT COD|MAIL|thily. deposits cajole.|
+3941|41|2|1|47|44228.88|0.05|0.07|N|O|1996-11-24|1996-10-09|1996-12-22|DELIVER IN PERSON|RAIL| carefully pending|
+3941|123|6|2|19|19439.28|0.05|0.00|N|O|1996-11-10|1996-10-26|1996-12-05|COLLECT COD|RAIL|eposits haggle furiously even|
+3941|10|3|3|2|1820.02|0.01|0.03|N|O|1996-12-04|1996-10-01|1996-12-25|NONE|REG AIR|es wake after the|
+3941|110|7|4|29|29293.19|0.00|0.03|N|O|1996-09-14|1996-10-04|1996-09-19|NONE|MAIL|g the blithely|
+3942|183|4|1|6|6499.08|0.05|0.05|A|F|1993-07-01|1993-09-14|1993-07-23|DELIVER IN PERSON|SHIP|ep ruthlessly carefully final accounts: s|
+3942|194|7|2|5|5470.95|0.06|0.02|R|F|1993-09-27|1993-09-24|1993-10-07|DELIVER IN PERSON|MAIL|. fluffily pending deposits above the flu|
+3942|156|4|3|25|26403.75|0.04|0.06|R|F|1993-09-13|1993-08-01|1993-09-29|COLLECT COD|RAIL|d the quick packages|
+3943|198|2|1|15|16472.85|0.03|0.01|N|O|1997-01-13|1996-12-17|1997-02-02|COLLECT COD|REG AIR| grow fluffily according to the |
+3943|96|7|2|9|8964.81|0.00|0.06|N|O|1996-11-27|1997-01-03|1996-12-17|COLLECT COD|RAIL|refully ironic |
+3943|17|4|3|32|29344.32|0.00|0.02|N|O|1996-10-22|1996-12-17|1996-11-04|TAKE BACK RETURN|TRUCK| unusual ideas into the furiously even pack|
+3943|50|1|4|5|4750.25|0.04|0.04|N|O|1997-01-09|1996-11-10|1997-02-06|COLLECT COD|RAIL|arefully regular deposits accord|
+3968|54|2|1|27|25759.35|0.04|0.05|N|O|1997-04-25|1997-04-17|1997-05-11|TAKE BACK RETURN|MAIL|t silently.|
+3968|26|9|2|45|41670.90|0.00|0.07|N|O|1997-06-18|1997-04-24|1997-06-25|DELIVER IN PERSON|FOB|ully slyly fi|
+3968|156|7|3|43|45414.45|0.07|0.06|N|O|1997-04-30|1997-05-14|1997-05-18|TAKE BACK RETURN|SHIP|ly regular accounts|
+3968|61|8|4|7|6727.42|0.07|0.02|N|O|1997-03-30|1997-05-01|1997-04-12|DELIVER IN PERSON|SHIP|efully bold instructions. express|
+3969|52|4|1|39|37129.95|0.04|0.04|N|O|1997-06-12|1997-06-13|1997-07-05|NONE|MAIL|ly bold ideas s|
+3969|197|1|2|26|28526.94|0.05|0.03|N|O|1997-07-08|1997-07-30|1997-07-10|TAKE BACK RETURN|AIR|fluffily; braids detect.|
+3969|79|8|3|46|45037.22|0.04|0.02|N|O|1997-05-29|1997-06-15|1997-06-10|TAKE BACK RETURN|SHIP|fully final requests sleep stealthily. care|
+3969|151|9|4|21|22074.15|0.07|0.04|N|O|1997-08-31|1997-07-16|1997-09-02|TAKE BACK RETURN|MAIL|unts doze quickly final reque|
+3969|72|3|5|40|38882.80|0.09|0.00|N|O|1997-05-19|1997-08-02|1997-06-05|COLLECT COD|TRUCK|lar requests cajole furiously blithely regu|
+3969|105|8|6|4|4020.40|0.02|0.01|N|O|1997-06-04|1997-07-31|1997-06-13|COLLECT COD|REG AIR|dencies wake blithely? quickly even theodo|
+3970|88|9|1|2|1976.16|0.01|0.07|R|F|1992-04-24|1992-06-03|1992-05-16|TAKE BACK RETURN|RAIL|carefully pending foxes wake blithely |
+3970|109|6|2|18|18163.80|0.03|0.08|A|F|1992-06-06|1992-06-18|1992-07-05|DELIVER IN PERSON|TRUCK| maintain slyly. ir|
+3970|154|6|3|10|10541.50|0.10|0.04|A|F|1992-07-01|1992-05-31|1992-07-02|NONE|AIR| special packages wake after the final br|
+3970|22|5|4|34|31348.68|0.05|0.00|A|F|1992-06-25|1992-05-23|1992-07-12|COLLECT COD|SHIP|y final gifts are. carefully pe|
+3970|30|3|5|23|21390.69|0.05|0.04|A|F|1992-06-04|1992-06-14|1992-06-13|COLLECT COD|TRUCK| above the final braids. regular|
+3970|9|6|6|46|41814.00|0.07|0.04|R|F|1992-04-29|1992-05-14|1992-05-24|NONE|FOB|yly ironic|
+3970|5|8|7|46|41630.00|0.08|0.08|R|F|1992-05-02|1992-05-12|1992-05-10|COLLECT COD|MAIL|ix slyly. quickly silen|
+3971|96|8|1|47|46816.23|0.06|0.04|N|O|1996-07-07|1996-08-08|1996-08-01|TAKE BACK RETURN|RAIL|e slyly final dependencies x-ray |
+3971|191|5|2|2|2182.38|0.04|0.03|N|O|1996-07-15|1996-08-12|1996-07-26|NONE|SHIP|haggle abou|
+3972|51|3|1|2|1902.10|0.05|0.03|A|F|1994-07-24|1994-06-30|1994-08-13|TAKE BACK RETURN|SHIP|y final theodolite|
+3973|30|9|1|21|19530.63|0.02|0.06|R|F|1992-06-18|1992-06-03|1992-07-02|COLLECT COD|REG AIR|equests. furiously|
+3973|115|2|2|37|37559.07|0.07|0.00|A|F|1992-05-29|1992-05-04|1992-06-23|TAKE BACK RETURN|SHIP|inos wake fluffily. pending requests nag |
+3973|40|6|3|40|37601.60|0.08|0.05|R|F|1992-05-03|1992-06-09|1992-05-21|COLLECT COD|RAIL|g the carefully blithe f|
+3974|22|1|1|47|43334.94|0.10|0.03|N|O|1996-06-03|1996-05-08|1996-06-28|NONE|TRUCK|dencies above the re|
+3974|61|8|2|17|16338.02|0.05|0.07|N|O|1996-04-05|1996-05-21|1996-04-28|COLLECT COD|TRUCK|ions eat slyly after the blithely |
+3975|57|9|1|38|36367.90|0.01|0.05|N|O|1995-08-02|1995-06-18|1995-08-19|COLLECT COD|TRUCK|es are furiously: furi|
+4000|196|7|1|41|44943.79|0.06|0.01|A|F|1992-03-02|1992-03-14|1992-03-27|COLLECT COD|FOB|ve the even, fi|
+4000|75|5|2|44|42903.08|0.09|0.06|A|F|1992-03-27|1992-02-18|1992-03-31|COLLECT COD|AIR|equests use blithely blithely bold d|
+4001|106|1|1|26|26158.60|0.00|0.01|N|O|1997-07-26|1997-06-18|1997-08-08|DELIVER IN PERSON|RAIL|tegrate blithely|
+4001|41|10|2|19|17879.76|0.03|0.02|N|O|1997-08-23|1997-06-15|1997-09-18|COLLECT COD|SHIP|ackages. carefully ironi|
+4001|94|5|3|18|17893.62|0.07|0.00|N|O|1997-06-04|1997-06-22|1997-06-13|DELIVER IN PERSON|MAIL|lithely ironic d|
+4001|2|9|4|39|35178.00|0.00|0.00|N|O|1997-06-13|1997-06-17|1997-06-25|NONE|SHIP| dogged excuses. blithe|
+4002|111|5|1|35|35388.85|0.01|0.08|N|O|1997-05-16|1997-06-15|1997-06-02|DELIVER IN PERSON|TRUCK|eep. quickly|
+4002|198|9|2|20|21963.80|0.00|0.03|N|O|1997-06-15|1997-05-20|1997-07-11|NONE|MAIL|lly even ins|
+4002|40|1|3|6|5640.24|0.08|0.07|N|O|1997-05-02|1997-07-07|1997-05-16|TAKE BACK RETURN|RAIL| furiously furiously special theodoli|
+4002|199|3|4|6|6595.14|0.06|0.06|N|O|1997-07-01|1997-05-15|1997-07-31|NONE|MAIL|he slyly iro|
+4002|99|1|5|4|3996.36|0.08|0.07|N|O|1997-05-06|1997-06-15|1997-05-24|NONE|REG AIR|ccording to the careful|
+4003|52|4|1|18|17136.90|0.04|0.07|R|F|1993-02-02|1993-04-15|1993-02-28|TAKE BACK RETURN|AIR|ar grouches s|
+4004|121|2|1|23|23485.76|0.07|0.02|A|F|1993-08-12|1993-07-13|1993-08-16|TAKE BACK RETURN|TRUCK| bold theodolites? special packages accordi|
+4004|64|5|2|47|45310.82|0.07|0.04|R|F|1993-06-25|1993-08-03|1993-07-12|NONE|SHIP|thely instead of the even, unu|
+4004|114|5|3|39|39550.29|0.10|0.05|R|F|1993-07-12|1993-07-27|1993-07-18|NONE|MAIL|ccounts sleep furious|
+4004|74|4|4|46|44807.22|0.10|0.04|R|F|1993-09-04|1993-07-13|1993-09-28|COLLECT COD|FOB|ncies. slyly pending dolphins sleep furio|
+4004|155|3|5|9|9496.35|0.04|0.06|A|F|1993-08-25|1993-06-10|1993-09-24|COLLECT COD|MAIL|ly ironic requests. quickly pending ide|
+4004|161|10|6|44|46691.04|0.07|0.05|R|F|1993-07-25|1993-07-23|1993-08-16|TAKE BACK RETURN|REG AIR|ut the sauternes. bold, ironi|
+4004|126|9|7|20|20522.40|0.07|0.05|A|F|1993-06-19|1993-06-14|1993-07-04|COLLECT COD|REG AIR|. ironic deposits cajole blithely?|
+4005|4|1|1|26|23504.00|0.09|0.05|N|O|1996-12-01|1997-02-03|1996-12-15|NONE|REG AIR| to the quic|
+4005|17|8|2|28|25676.28|0.02|0.06|N|O|1996-12-11|1997-01-24|1996-12-17|DELIVER IN PERSON|REG AIR|ly carefully ironic deposits. slyly|
+4005|72|10|3|28|27217.96|0.03|0.01|N|O|1996-12-08|1997-01-14|1996-12-30|TAKE BACK RETURN|MAIL|y pending dependenc|
+4005|15|9|4|49|44835.49|0.09|0.00|N|O|1997-01-31|1996-12-24|1997-03-02|NONE|RAIL|tions sleep across the silent d|
+4005|6|7|5|14|12684.00|0.09|0.08|N|O|1996-11-27|1997-01-09|1996-12-25|NONE|TRUCK|ld requests. slyly final instructi|
+4006|55|7|1|11|10505.55|0.05|0.08|A|F|1995-04-29|1995-02-21|1995-05-20|TAKE BACK RETURN|RAIL|ress foxes cajole quick|
+4006|159|4|2|18|19064.70|0.05|0.03|A|F|1995-01-29|1995-03-08|1995-02-02|TAKE BACK RETURN|MAIL|gouts! slyly iron|
+4006|24|5|3|15|13860.30|0.01|0.02|R|F|1995-02-23|1995-04-02|1995-02-25|TAKE BACK RETURN|RAIL|n deposits cajole slyl|
+4006|114|5|4|25|25352.75|0.00|0.07|A|F|1995-02-23|1995-02-09|1995-02-24|DELIVER IN PERSON|SHIP| requests use depos|
+4007|57|2|1|32|30625.60|0.00|0.03|R|F|1993-09-30|1993-08-16|1993-10-03|DELIVER IN PERSON|RAIL|nal accounts across t|
+4007|116|10|2|41|41660.51|0.04|0.06|A|F|1993-10-11|1993-08-30|1993-11-04|DELIVER IN PERSON|TRUCK|eposits. regular epitaphs boost blithely.|
+4007|102|9|3|5|5010.50|0.09|0.06|A|F|1993-09-17|1993-08-29|1993-10-12|TAKE BACK RETURN|FOB|y unusual packa|
+4007|138|4|4|15|15571.95|0.05|0.02|A|F|1993-09-01|1993-07-19|1993-09-03|DELIVER IN PERSON|FOB|le furiously quickly |
+4007|26|7|5|23|21298.46|0.02|0.07|A|F|1993-10-08|1993-09-09|1993-10-23|COLLECT COD|MAIL|ter the accounts. expr|
+4032|102|3|1|8|8016.80|0.06|0.00|N|O|1998-06-04|1998-05-17|1998-07-03|TAKE BACK RETURN|RAIL|ometimes even cou|
+4032|2|9|2|27|24354.00|0.09|0.00|N|O|1998-05-31|1998-04-19|1998-06-24|COLLECT COD|REG AIR|le furiously according to|
+4032|154|2|3|23|24245.45|0.09|0.06|N|O|1998-06-12|1998-05-11|1998-06-24|COLLECT COD|MAIL|ording to the |
+4032|85|6|4|10|9850.80|0.09|0.05|N|O|1998-03-31|1998-04-22|1998-04-07|NONE|REG AIR| carefully bol|
+4033|110|1|1|27|27272.97|0.01|0.04|R|F|1993-08-08|1993-08-14|1993-08-09|NONE|AIR|pinto beans|
+4033|38|4|2|34|31893.02|0.07|0.00|R|F|1993-07-19|1993-08-05|1993-07-26|NONE|RAIL|t the blithely dogg|
+4034|190|1|1|48|52329.12|0.03|0.03|A|F|1994-03-01|1994-01-16|1994-03-16|NONE|RAIL| blithely regular requests play carefull|
+4034|57|5|2|47|44981.35|0.07|0.05|A|F|1994-01-27|1993-12-26|1994-02-04|NONE|TRUCK|eodolites was slyly ironic ideas. de|
+4034|54|5|3|43|41024.15|0.10|0.03|A|F|1993-11-29|1994-01-08|1993-12-10|DELIVER IN PERSON|FOB|posits wake carefully af|
+4034|28|9|4|46|42688.92|0.06|0.00|A|F|1994-02-22|1994-01-09|1994-03-04|DELIVER IN PERSON|AIR|uests. furiously unusual instructions wake|
+4034|196|10|5|7|7673.33|0.07|0.06|R|F|1994-03-04|1994-01-22|1994-04-01|NONE|AIR|y even theodolites. slyly regular instru|
+4034|50|9|6|5|4750.25|0.01|0.06|A|F|1994-02-12|1994-01-24|1994-02-13|COLLECT COD|AIR|fully around the furiously ironic re|
+4035|97|8|1|4|3988.36|0.08|0.03|R|F|1992-04-21|1992-04-23|1992-04-25|COLLECT COD|AIR|ilent, even pear|
+4035|136|7|2|4|4144.52|0.07|0.00|A|F|1992-05-21|1992-04-24|1992-05-24|DELIVER IN PERSON|FOB|en instructions sleep blith|
+4035|118|8|3|1|1018.11|0.03|0.01|R|F|1992-06-18|1992-05-19|1992-07-02|COLLECT COD|FOB| requests. quickly |
+4035|182|3|4|13|14068.34|0.00|0.01|R|F|1992-06-10|1992-05-16|1992-07-10|NONE|SHIP|s. furiously even courts wake slyly|
+4036|6|1|1|46|41676.00|0.09|0.00|N|O|1997-06-21|1997-05-29|1997-07-18|NONE|REG AIR|usly across the even th|
+4036|53|1|2|21|20014.05|0.09|0.07|N|O|1997-08-08|1997-06-28|1997-08-09|COLLECT COD|MAIL|e carefully. qui|
+4036|142|3|3|6|6252.84|0.07|0.01|N|O|1997-06-19|1997-06-16|1997-07-01|DELIVER IN PERSON|SHIP|equests wake about the bold id|
+4036|127|10|4|20|20542.40|0.08|0.02|N|O|1997-08-11|1997-07-11|1997-09-03|NONE|TRUCK|slyly bold deposits cajole pending, blithe|
+4037|64|9|1|32|30849.92|0.00|0.06|A|F|1993-05-06|1993-06-08|1993-05-31|DELIVER IN PERSON|AIR|e of the pending, iron|
+4037|47|8|2|4|3788.16|0.09|0.07|A|F|1993-07-05|1993-06-12|1993-08-03|DELIVER IN PERSON|RAIL|s around the blithely ironic ac|
+4038|196|10|1|40|43847.60|0.05|0.01|N|O|1996-01-15|1996-03-13|1996-01-25|COLLECT COD|TRUCK|t. slyly silent pinto beans amo|
+4038|12|9|2|37|33744.37|0.04|0.03|N|O|1996-03-17|1996-03-19|1996-04-07|DELIVER IN PERSON|REG AIR| packages |
+4038|32|3|3|24|22368.72|0.10|0.04|N|O|1996-04-06|1996-02-15|1996-04-18|TAKE BACK RETURN|RAIL|the furiously regu|
+4038|150|1|4|29|30454.35|0.07|0.06|N|O|1996-01-07|1996-03-08|1996-01-13|NONE|FOB|ffix. quietly ironic packages a|
+4038|79|7|5|24|23497.68|0.07|0.06|N|O|1996-04-01|1996-04-05|1996-04-28|DELIVER IN PERSON|TRUCK|ake quickly after the final, ironic ac|
+4038|36|2|6|6|5616.18|0.07|0.05|N|O|1996-02-09|1996-03-05|1996-03-10|COLLECT COD|SHIP| special instructions. packa|
+4039|94|5|1|38|37775.42|0.03|0.06|N|O|1998-03-09|1997-12-31|1998-03-21|DELIVER IN PERSON|REG AIR|sual asymptotes. ironic deposits nag aft|
+4039|122|5|2|17|17376.04|0.10|0.04|N|O|1998-01-15|1998-01-20|1998-01-28|TAKE BACK RETURN|MAIL| regular foxes haggle carefully bo|
+4039|64|1|3|9|8676.54|0.10|0.01|N|O|1998-03-08|1998-02-05|1998-04-05|TAKE BACK RETURN|FOB|t? pinto beans cajole across the thinly r|
+4039|28|3|4|43|39904.86|0.01|0.02|N|O|1998-01-02|1997-12-22|1998-01-15|NONE|FOB|beans believe bene|
+4039|134|5|5|43|44467.59|0.09|0.00|N|O|1998-01-20|1998-01-11|1998-02-05|COLLECT COD|SHIP|sts along the regular in|
+4064|199|1|1|3|3297.57|0.10|0.04|N|O|1997-01-04|1997-01-01|1997-01-23|NONE|SHIP|its! quickly sp|
+4064|40|6|2|15|14100.60|0.02|0.02|N|O|1996-11-09|1996-12-04|1996-11-18|DELIVER IN PERSON|MAIL|braids affix across the regular sheave|
+4064|197|10|3|32|35110.08|0.04|0.07|N|O|1997-01-14|1997-01-01|1997-01-21|COLLECT COD|REG AIR|es boost. careful|
+4064|163|8|4|24|25515.84|0.02|0.02|N|O|1997-01-01|1996-12-31|1997-01-23|DELIVER IN PERSON|SHIP|ly regular ideas.|
+4064|21|2|5|12|11052.24|0.08|0.08|N|O|1997-02-08|1996-12-18|1997-03-06|TAKE BACK RETURN|RAIL|ding to the requests|
+4064|184|5|6|46|49872.28|0.03|0.00|N|O|1996-10-13|1997-01-05|1996-11-06|DELIVER IN PERSON|REG AIR|alongside of the f|
+4064|200|2|7|9|9901.80|0.01|0.06|N|O|1996-12-17|1996-12-13|1997-01-12|NONE|AIR|furiously f|
+4065|138|9|1|14|14533.82|0.04|0.02|A|F|1994-08-22|1994-07-29|1994-09-19|DELIVER IN PERSON|TRUCK|e furiously outside |
+4065|15|6|2|46|42090.46|0.03|0.05|A|F|1994-06-29|1994-08-01|1994-07-03|TAKE BACK RETURN|SHIP|, regular requests may mold above the |
+4065|97|10|3|33|32903.97|0.00|0.03|A|F|1994-09-03|1994-08-16|1994-09-13|DELIVER IN PERSON|AIR|ain blithely |
+4065|107|2|4|8|8056.80|0.00|0.01|R|F|1994-10-04|1994-08-05|1994-10-25|TAKE BACK RETURN|SHIP|ages haggle carefully|
+4065|123|4|5|29|29670.48|0.02|0.07|A|F|1994-06-29|1994-08-19|1994-07-17|NONE|RAIL|equests. packages sleep slyl|
+4065|110|5|6|16|16161.76|0.05|0.00|R|F|1994-08-25|1994-08-06|1994-09-09|COLLECT COD|TRUCK|ncies use furiously. quickly un|
+4065|144|7|7|11|11485.54|0.10|0.04|A|F|1994-07-25|1994-08-02|1994-07-30|NONE|RAIL|hang silently about |
+4066|139|5|1|9|9352.17|0.01|0.05|N|O|1997-05-06|1997-03-25|1997-05-27|COLLECT COD|FOB|nal, ironic accounts. blithel|
+4066|93|5|2|19|18868.71|0.05|0.00|N|O|1997-05-13|1997-04-17|1997-06-08|NONE|TRUCK|quests. slyly regu|
+4066|76|5|3|8|7808.56|0.03|0.03|N|O|1997-04-24|1997-03-11|1997-05-20|NONE|REG AIR|accounts. special pinto beans|
+4066|179|9|4|49|52879.33|0.01|0.01|N|O|1997-02-17|1997-03-24|1997-02-19|NONE|TRUCK|ial braids. furiously final deposits sl|
+4066|171|2|5|43|46060.31|0.05|0.02|N|O|1997-02-16|1997-04-14|1997-02-18|DELIVER IN PERSON|MAIL|r instructions. slyly special |
+4066|109|2|6|44|44400.40|0.01|0.00|N|O|1997-03-01|1997-04-27|1997-03-29|DELIVER IN PERSON|MAIL|express accounts nag bli|
+4067|180|1|1|18|19443.24|0.03|0.08|A|F|1993-01-24|1992-12-23|1993-02-20|TAKE BACK RETURN|FOB|e the slyly final packages d|
+4067|96|10|2|14|13945.26|0.00|0.00|R|F|1993-02-03|1992-12-02|1993-02-07|TAKE BACK RETURN|TRUCK|ructions. quickly ironic accounts detect |
+4067|141|10|3|17|17699.38|0.03|0.05|A|F|1993-01-26|1992-11-23|1993-01-27|NONE|REG AIR|ts haggle slyly unusual, final|
+4067|90|1|4|40|39603.60|0.07|0.08|R|F|1993-01-09|1992-11-21|1993-01-16|DELIVER IN PERSON|TRUCK|lar theodolites nag blithely above the|
+4067|85|6|5|17|16746.36|0.08|0.03|A|F|1993-01-20|1992-12-29|1993-02-03|DELIVER IN PERSON|REG AIR|r accounts. slyly special pa|
+4067|96|8|6|12|11953.08|0.04|0.03|A|F|1992-12-12|1992-11-28|1992-12-15|DELIVER IN PERSON|AIR|lly slyly even theodol|
+4067|83|4|7|17|16712.36|0.01|0.01|R|F|1992-12-12|1992-12-23|1992-12-30|NONE|AIR|ts affix. regular, regular requests s|
+4068|110|1|1|43|43434.73|0.05|0.06|N|O|1996-11-28|1996-11-16|1996-12-22|NONE|AIR|ructions. regular, special packag|
+4068|57|5|2|31|29668.55|0.08|0.03|N|O|1996-12-11|1996-12-07|1996-12-30|NONE|SHIP|ds wake carefully amon|
+4069|129|2|1|39|40135.68|0.09|0.02|R|F|1992-09-06|1992-07-22|1992-09-25|COLLECT COD|SHIP|ven theodolites nag quickly. fluffi|
+4069|43|4|2|32|30177.28|0.10|0.08|A|F|1992-06-18|1992-07-20|1992-07-07|TAKE BACK RETURN|TRUCK|unts. deposit|
+4069|186|7|3|3|3258.54|0.06|0.01|R|F|1992-07-26|1992-07-07|1992-08-04|COLLECT COD|FOB|l packages. even, |
+4069|79|8|4|22|21539.54|0.10|0.05|A|F|1992-08-05|1992-08-04|1992-08-25|COLLECT COD|SHIP|ts. slyly special instruction|
+4069|157|5|5|50|52857.50|0.09|0.06|A|F|1992-07-26|1992-06-30|1992-08-01|TAKE BACK RETURN|REG AIR|even foxes among the express wate|
+4069|125|8|6|3|3075.36|0.02|0.01|A|F|1992-05-24|1992-06-18|1992-06-12|COLLECT COD|MAIL|y final deposits wake furiously! slyl|
+4069|184|5|7|50|54209.00|0.00|0.01|R|F|1992-09-03|1992-06-14|1992-10-01|NONE|REG AIR|ages. carefully regular |
+4070|183|4|1|2|2166.36|0.09|0.08|N|O|1995-08-03|1995-09-10|1995-08-17|TAKE BACK RETURN|REG AIR|ptotes affix|
+4070|155|3|2|40|42206.00|0.07|0.07|N|O|1995-07-13|1995-07-23|1995-08-06|COLLECT COD|MAIL|about the sentiments. quick|
+4070|62|3|3|11|10582.66|0.00|0.08|N|O|1995-08-23|1995-08-15|1995-08-31|TAKE BACK RETURN|MAIL| carefully final pack|
+4070|29|4|4|46|42734.92|0.02|0.02|N|O|1995-06-22|1995-07-14|1995-07-11|DELIVER IN PERSON|REG AIR|nticing ideas. boldly|
+4071|112|2|1|22|22266.42|0.02|0.07|N|O|1996-10-31|1996-12-14|1996-11-05|NONE|REG AIR|sits cajole carefully final instructio|
+4071|18|8|2|47|43146.47|0.00|0.03|N|O|1996-11-04|1996-12-09|1996-11-16|NONE|TRUCK|ts cajole furiously along the|
+4096|27|10|1|31|28737.62|0.10|0.02|A|F|1992-07-14|1992-09-03|1992-07-31|COLLECT COD|TRUCK|y final, even platelets. boldly|
+4096|57|9|2|17|16269.85|0.07|0.03|R|F|1992-09-30|1992-08-11|1992-10-11|TAKE BACK RETURN|REG AIR|platelets alongside of the |
+4096|9|10|3|21|19089.00|0.08|0.00|A|F|1992-08-24|1992-09-04|1992-09-11|DELIVER IN PERSON|MAIL|tes mold flu|
+4096|128|3|4|20|20562.40|0.02|0.07|R|F|1992-08-24|1992-09-13|1992-08-28|DELIVER IN PERSON|TRUCK|sual requests. furiously bold packages wake|
+4097|74|5|1|50|48703.50|0.04|0.04|N|O|1996-08-31|1996-08-14|1996-09-27|DELIVER IN PERSON|MAIL|egular deposits. blithely pending|
+4097|74|4|2|46|44807.22|0.10|0.01|N|O|1996-07-29|1996-08-19|1996-08-25|COLLECT COD|AIR| even depend|
+4097|174|2|3|42|45115.14|0.06|0.06|N|O|1996-08-11|1996-07-30|1996-08-15|NONE|FOB|carefully silent foxes are against the |
+4098|200|1|1|46|50609.20|0.07|0.03|N|O|1997-01-26|1997-01-27|1997-02-13|TAKE BACK RETURN|SHIP|e slyly blithely silent deposits. fluff|
+4099|4|7|1|29|26216.00|0.09|0.07|R|F|1992-11-21|1992-11-04|1992-11-30|NONE|FOB| slowly final warthogs sleep blithely. q|
+4099|137|3|2|3|3111.39|0.04|0.06|A|F|1992-09-12|1992-10-18|1992-10-01|NONE|RAIL|. special packages sleep|
+4099|51|3|3|36|34237.80|0.06|0.06|R|F|1992-11-06|1992-09-28|1992-12-02|NONE|FOB|beans cajole slyly quickly ironic |
+4099|139|5|4|7|7273.91|0.05|0.02|A|F|1992-09-12|1992-11-13|1992-09-14|TAKE BACK RETURN|AIR|onic foxes. quickly final fox|
+4099|163|10|5|48|51031.68|0.00|0.02|R|F|1992-10-18|1992-10-14|1992-11-01|NONE|REG AIR|ts haggle according to the slyly f|
+4099|59|10|6|39|37402.95|0.07|0.02|R|F|1992-12-13|1992-11-13|1992-12-26|DELIVER IN PERSON|REG AIR|fluffy accounts impress pending, iro|
+4099|180|8|7|46|49688.28|0.06|0.07|R|F|1992-10-29|1992-11-03|1992-11-10|DELIVER IN PERSON|REG AIR|ages nag requests.|
+4100|74|5|1|4|3896.28|0.03|0.03|N|O|1996-06-20|1996-04-29|1996-06-21|TAKE BACK RETURN|FOB|lyly regular, bold requ|
+4101|115|2|1|22|22332.42|0.05|0.02|R|F|1994-02-02|1994-02-19|1994-02-12|COLLECT COD|AIR|ly express instructions. careful|
+4102|10|3|1|17|15470.17|0.02|0.02|N|O|1996-06-03|1996-05-06|1996-07-02|COLLECT COD|AIR|ly silent theodolites sleep unusual exc|
+4102|69|8|2|5|4845.30|0.08|0.02|N|O|1996-05-11|1996-05-11|1996-05-16|COLLECT COD|AIR| the furiously even|
+4102|67|4|3|39|37715.34|0.08|0.01|N|O|1996-04-14|1996-05-18|1996-04-20|DELIVER IN PERSON|AIR|ffix blithely slyly special |
+4102|140|6|4|39|40565.46|0.02|0.00|N|O|1996-06-15|1996-06-06|1996-06-30|DELIVER IN PERSON|SHIP|y among the furiously special|
+4102|1|6|5|32|28832.00|0.08|0.01|N|O|1996-05-14|1996-04-29|1996-05-29|NONE|RAIL| the even requests; regular pinto|
+4102|137|8|6|7|7259.91|0.02|0.01|N|O|1996-06-19|1996-05-21|1996-07-15|NONE|REG AIR|bove the carefully pending the|
+4103|75|4|1|40|39002.80|0.05|0.03|R|F|1992-09-19|1992-08-14|1992-09-21|COLLECT COD|RAIL|usly across the slyly busy accounts! fin|
+4128|196|8|1|5|5480.95|0.04|0.04|N|O|1995-10-18|1995-11-28|1995-10-28|TAKE BACK RETURN|FOB|ake permanently |
+4129|56|8|1|32|30593.60|0.03|0.04|A|F|1993-09-16|1993-08-25|1993-09-25|TAKE BACK RETURN|MAIL|ckages haggl|
+4129|27|6|2|39|36153.78|0.06|0.07|R|F|1993-10-21|1993-08-04|1993-10-29|COLLECT COD|MAIL|y regular foxes. slyly ironic deposits |
+4130|178|6|1|44|47439.48|0.07|0.04|N|O|1996-05-14|1996-04-15|1996-05-15|COLLECT COD|TRUCK|eaves haggle qui|
+4130|63|10|2|2|1926.12|0.05|0.06|N|O|1996-05-19|1996-04-24|1996-06-17|TAKE BACK RETURN|RAIL|uriously regular instructions around th|
+4131|50|7|1|6|5700.30|0.05|0.01|N|O|1998-04-27|1998-04-18|1998-04-29|TAKE BACK RETURN|MAIL|ns cajole slyly. even, iro|
+4131|178|8|2|32|34501.44|0.08|0.01|N|O|1998-03-02|1998-03-21|1998-03-07|TAKE BACK RETURN|TRUCK| furiously regular asymptotes nod sly|
+4131|26|9|3|25|23150.50|0.02|0.07|N|O|1998-02-24|1998-03-01|1998-02-27|TAKE BACK RETURN|FOB|uickly exp|
+4131|36|7|4|8|7488.24|0.04|0.01|N|O|1998-03-03|1998-03-15|1998-03-26|COLLECT COD|FOB| after the furiously ironic d|
+4131|125|6|5|30|30753.60|0.01|0.01|N|O|1998-04-01|1998-04-13|1998-04-08|TAKE BACK RETURN|FOB|he fluffily express depen|
+4131|102|7|6|47|47098.70|0.02|0.00|N|O|1998-03-09|1998-04-05|1998-03-13|TAKE BACK RETURN|RAIL|ges. ironic pinto be|
+4132|138|4|1|28|29067.64|0.07|0.03|N|O|1995-08-16|1995-08-01|1995-08-29|TAKE BACK RETURN|SHIP|pths wake against the stealthily special pi|
+4132|15|5|2|23|21045.23|0.07|0.07|N|O|1995-06-27|1995-07-27|1995-07-13|TAKE BACK RETURN|FOB|d deposits. fluffily even requests haggle b|
+4132|87|8|3|18|17767.44|0.09|0.04|A|F|1995-06-01|1995-08-01|1995-06-02|TAKE BACK RETURN|RAIL|y final de|
+4133|24|5|1|35|32340.70|0.02|0.00|A|F|1992-11-25|1992-09-15|1992-12-25|NONE|AIR|g above the quickly bold packages. ev|
+4134|121|4|1|34|34718.08|0.02|0.05|R|F|1995-04-29|1995-03-13|1995-05-11|DELIVER IN PERSON|FOB|e furiously regular sheaves sleep|
+4134|96|10|2|34|33867.06|0.01|0.03|A|F|1995-05-06|1995-03-28|1995-05-13|DELIVER IN PERSON|SHIP|ual asymptotes wake carefully alo|
+4134|171|9|3|12|12854.04|0.05|0.04|A|F|1995-03-19|1995-03-27|1995-04-14|COLLECT COD|TRUCK|kly above the quickly regular |
+4134|100|4|4|45|45004.50|0.08|0.02|A|F|1995-04-11|1995-03-27|1995-04-17|TAKE BACK RETURN|MAIL|ironic pin|
+4135|2|3|1|23|20746.00|0.06|0.01|N|O|1997-04-09|1997-05-12|1997-04-16|TAKE BACK RETURN|FOB|posits cajole furiously carefully|
+4135|120|1|2|32|32643.84|0.07|0.00|N|O|1997-03-14|1997-04-23|1997-04-12|TAKE BACK RETURN|TRUCK| ideas. requests use. furiously|
+4135|160|5|3|33|34985.28|0.05|0.05|N|O|1997-05-01|1997-05-23|1997-05-23|DELIVER IN PERSON|AIR|he fluffil|
+4135|195|6|4|13|14237.47|0.04|0.07|N|O|1997-03-16|1997-05-19|1997-04-03|COLLECT COD|RAIL|efully special account|
+4160|113|10|1|25|25327.75|0.10|0.04|N|O|1996-09-22|1996-10-17|1996-09-24|NONE|SHIP|ar accounts sleep blithe|
+4160|122|7|2|12|12265.44|0.00|0.03|N|O|1996-11-22|1996-09-25|1996-12-10|DELIVER IN PERSON|REG AIR|y bold package|
+4160|63|4|3|48|46226.88|0.04|0.04|N|O|1996-09-19|1996-11-02|1996-09-24|COLLECT COD|FOB| unusual dolphins |
+4161|122|7|1|12|12265.44|0.08|0.02|R|F|1993-08-25|1993-10-04|1993-09-22|COLLECT COD|RAIL|onic dolphins. in|
+4161|28|3|2|47|43616.94|0.05|0.00|A|F|1993-12-20|1993-10-29|1994-01-19|TAKE BACK RETURN|RAIL|r requests about the final, even foxes hag|
+4161|138|4|3|42|43601.46|0.03|0.04|R|F|1993-11-12|1993-10-04|1993-11-27|COLLECT COD|MAIL|thely across the even attainments. express|
+4161|10|5|4|45|40950.45|0.02|0.06|A|F|1993-10-22|1993-10-17|1993-10-30|COLLECT COD|REG AIR|about the ironic packages cajole blithe|
+4161|29|10|5|46|42734.92|0.05|0.01|A|F|1993-11-09|1993-11-17|1993-11-17|TAKE BACK RETURN|TRUCK|he stealthily ironic foxes. ideas haggl|
+4161|148|9|6|19|19914.66|0.07|0.00|R|F|1993-08-22|1993-11-11|1993-09-01|TAKE BACK RETURN|REG AIR|beans breach s|
+4162|74|3|1|45|43833.15|0.10|0.07|A|F|1992-03-21|1992-05-02|1992-03-29|DELIVER IN PERSON|AIR|elets. slyly regular i|
+4162|90|1|2|29|28712.61|0.00|0.05|R|F|1992-02-25|1992-04-25|1992-03-17|NONE|REG AIR|nding pinto beans haggle blithe|
+4163|33|4|1|13|12129.39|0.08|0.03|A|F|1993-02-17|1993-03-13|1993-03-15|DELIVER IN PERSON|REG AIR|phins wake. pending requests inte|
+4164|120|7|1|9|9181.08|0.07|0.02|N|O|1998-08-25|1998-08-13|1998-09-19|DELIVER IN PERSON|SHIP|re fluffily slyly bold requests. |
+4165|41|2|1|12|11292.48|0.00|0.01|N|O|1997-09-20|1997-10-20|1997-10-12|TAKE BACK RETURN|REG AIR|nwind slow theodolites. carefully pending |
+4166|141|10|1|8|8329.12|0.00|0.08|A|F|1993-06-05|1993-04-10|1993-07-05|COLLECT COD|MAIL|uickly. blithely pending de|
+4166|93|5|2|8|7944.72|0.06|0.04|A|F|1993-06-07|1993-04-17|1993-06-16|DELIVER IN PERSON|REG AIR|es along the furiously regular acc|
+4166|7|10|3|17|15419.00|0.02|0.06|R|F|1993-06-29|1993-05-15|1993-07-24|DELIVER IN PERSON|SHIP|ackages. re|
+4166|86|7|4|36|35498.88|0.06|0.05|R|F|1993-03-01|1993-05-25|1993-03-05|COLLECT COD|MAIL|unts. furiously express accounts w|
+4166|77|6|5|5|4885.35|0.08|0.01|A|F|1993-06-19|1993-04-24|1993-06-27|NONE|REG AIR|hely unusual packages are above the f|
+4166|102|5|6|6|6012.60|0.04|0.08|R|F|1993-04-30|1993-04-17|1993-05-08|DELIVER IN PERSON|MAIL|ily ironic deposits print furiously. iron|
+4166|24|5|7|26|24024.52|0.09|0.01|R|F|1993-03-17|1993-05-09|1993-03-25|NONE|MAIL|lar dependencies. s|
+4167|61|8|1|47|45169.82|0.04|0.02|N|O|1998-08-02|1998-08-24|1998-08-28|DELIVER IN PERSON|REG AIR| carefully final asymptotes. slyly bo|
+4167|87|8|2|17|16780.36|0.06|0.07|N|O|1998-09-18|1998-09-06|1998-10-07|COLLECT COD|REG AIR|ly around the even instr|
+4167|73|3|3|1|973.07|0.03|0.06|N|O|1998-10-11|1998-08-14|1998-10-13|COLLECT COD|TRUCK|xpress platelets. blithely |
+4192|11|1|1|36|32796.36|0.06|0.08|N|O|1998-04-25|1998-05-26|1998-05-03|COLLECT COD|TRUCK|eodolites sleep|
+4192|121|6|2|15|15316.80|0.04|0.08|N|O|1998-06-26|1998-05-26|1998-07-16|COLLECT COD|AIR|e slyly special grouches. express pinto b|
+4192|135|6|3|7|7245.91|0.06|0.03|N|O|1998-05-19|1998-07-08|1998-05-31|COLLECT COD|FOB|y; excuses use. ironic, close instru|
+4192|24|3|4|32|29568.64|0.09|0.04|N|O|1998-06-23|1998-06-25|1998-07-17|NONE|FOB|ounts are fluffily slyly bold req|
+4192|48|7|5|48|45505.92|0.08|0.01|N|O|1998-08-17|1998-07-11|1998-09-03|NONE|AIR|ests. quickly bol|
+4192|150|7|6|44|46206.60|0.10|0.02|N|O|1998-08-06|1998-07-09|1998-08-20|NONE|FOB|structions mai|
+4192|170|5|7|27|28894.59|0.02|0.00|N|O|1998-07-03|1998-06-26|1998-07-13|TAKE BACK RETURN|AIR| carefully even escapades. care|
+4193|131|7|1|37|38151.81|0.09|0.06|A|F|1994-04-25|1994-02-24|1994-05-08|NONE|AIR|er the quickly regular dependencies wake|
+4193|117|7|2|3|3051.33|0.09|0.05|R|F|1994-04-29|1994-03-20|1994-05-29|TAKE BACK RETURN|REG AIR|osits above the depo|
+4193|179|10|3|10|10791.70|0.06|0.03|A|F|1994-02-10|1994-03-22|1994-03-09|COLLECT COD|RAIL|uffily spe|
+4193|51|9|4|29|27580.45|0.09|0.05|A|F|1994-02-11|1994-03-11|1994-03-13|TAKE BACK RETURN|RAIL|ly. final packages use blit|
+4193|20|7|5|50|46001.00|0.01|0.01|R|F|1994-04-28|1994-03-23|1994-05-09|NONE|FOB| beans. regular accounts cajole. de|
+4193|66|1|6|21|20287.26|0.02|0.04|R|F|1994-04-26|1994-03-22|1994-05-23|DELIVER IN PERSON|TRUCK|accounts cajole b|
+4194|197|1|1|43|47179.17|0.08|0.06|A|F|1994-11-06|1994-12-09|1994-11-16|NONE|TRUCK|olites are after the exp|
+4194|47|10|2|18|17046.72|0.07|0.07|A|F|1995-02-14|1994-12-04|1995-03-11|TAKE BACK RETURN|TRUCK|ld packages. quickly eve|
+4195|6|9|1|14|12684.00|0.09|0.04|R|F|1993-09-06|1993-07-21|1993-09-18|DELIVER IN PERSON|REG AIR|ironic packages. carefully express|
+4195|66|1|2|22|21253.32|0.10|0.08|R|F|1993-07-01|1993-07-23|1993-07-28|COLLECT COD|RAIL|lly express pinto bea|
+4195|194|8|3|19|20789.61|0.01|0.06|R|F|1993-09-06|1993-08-13|1993-09-15|TAKE BACK RETURN|REG AIR|telets sleep even requests. final, even i|
+4196|156|4|1|30|31684.50|0.02|0.06|N|O|1998-08-09|1998-06-30|1998-09-05|COLLECT COD|SHIP|egular foxes us|
+4196|9|6|2|31|28179.00|0.09|0.08|N|O|1998-06-12|1998-07-28|1998-07-11|NONE|MAIL|ut the blithely ironic inst|
+4196|178|9|3|46|49595.82|0.05|0.00|N|O|1998-09-05|1998-06-28|1998-09-10|TAKE BACK RETURN|MAIL|according to t|
+4196|114|8|4|42|42592.62|0.04|0.06|N|O|1998-08-13|1998-07-18|1998-09-07|TAKE BACK RETURN|AIR| instructions. courts cajole slyly ev|
+4196|72|2|5|3|2916.21|0.01|0.03|N|O|1998-05-17|1998-07-21|1998-05-18|DELIVER IN PERSON|TRUCK| accounts. fu|
+4196|87|8|6|43|42444.44|0.01|0.06|N|O|1998-08-12|1998-07-12|1998-08-22|DELIVER IN PERSON|FOB|es. slyly even |
+4196|4|1|7|3|2712.00|0.00|0.06|N|O|1998-08-05|1998-07-28|1998-08-15|DELIVER IN PERSON|REG AIR|y regular packages haggle furiously alongs|
+4197|129|8|1|50|51456.00|0.06|0.03|N|O|1996-11-15|1996-11-01|1996-11-20|NONE|FOB|. carefully bold asymptotes nag blithe|
+4197|70|9|2|39|37832.73|0.02|0.08|N|O|1996-10-07|1996-10-11|1996-10-18|DELIVER IN PERSON|RAIL|ronic requests. quickly bold packages in|
+4197|32|8|3|28|26096.84|0.06|0.02|N|O|1996-10-05|1996-10-24|1996-10-22|TAKE BACK RETURN|AIR|regular pin|
+4197|96|7|4|23|22910.07|0.00|0.03|N|O|1996-09-10|1996-10-10|1996-09-25|NONE|AIR|l instructions print slyly past the reg|
+4197|121|6|5|37|37781.44|0.03|0.04|N|O|1996-10-20|1996-10-10|1996-11-10|COLLECT COD|TRUCK|carefully enticing decoys boo|
+4197|31|7|6|48|44689.44|0.08|0.00|N|O|1996-10-07|1996-10-25|1996-10-23|COLLECT COD|REG AIR| final instructions. blithe, spe|
+4198|146|9|1|48|50214.72|0.09|0.05|N|O|1997-09-03|1997-07-18|1997-09-11|NONE|REG AIR|cajole carefully final, ironic ide|
+4198|143|6|2|46|47984.44|0.09|0.01|N|O|1997-08-17|1997-09-08|1997-09-11|COLLECT COD|TRUCK|posits among th|
+4198|145|4|3|13|13586.82|0.03|0.04|N|O|1997-07-18|1997-07-24|1997-08-10|NONE|REG AIR| furious excuses. bli|
+4199|70|5|1|16|15521.12|0.10|0.00|A|F|1992-06-11|1992-04-10|1992-07-10|COLLECT COD|TRUCK|ncies. furiously special accounts|
+4199|9|10|2|18|16362.00|0.00|0.01|A|F|1992-06-01|1992-03-30|1992-06-28|DELIVER IN PERSON|RAIL|pending, regular accounts. carefully|
+4224|199|10|1|27|29678.13|0.05|0.03|N|O|1997-09-05|1997-08-19|1997-09-30|NONE|SHIP|ly special deposits sleep qui|
+4224|37|3|2|20|18740.60|0.07|0.05|N|O|1997-11-09|1997-08-23|1997-11-14|NONE|FOB|unts promise across the requests. blith|
+4224|24|7|3|4|3696.08|0.08|0.05|N|O|1997-09-07|1997-09-05|1997-09-25|TAKE BACK RETURN|FOB| even dinos. carefull|
+4224|160|2|4|50|53008.00|0.10|0.06|N|O|1997-07-30|1997-09-10|1997-08-19|COLLECT COD|RAIL|side of the carefully silent dep|
+4224|85|6|5|48|47283.84|0.00|0.04|N|O|1997-10-03|1997-08-31|1997-10-10|NONE|RAIL| final, regular asymptotes use alway|
+4225|49|8|1|25|23726.00|0.08|0.04|N|O|1997-07-10|1997-08-08|1997-07-31|TAKE BACK RETURN|TRUCK|se fluffily. busily ironic requests are;|
+4225|96|8|2|23|22910.07|0.02|0.04|N|O|1997-09-18|1997-08-31|1997-10-11|TAKE BACK RETURN|RAIL|. quickly b|
+4225|98|10|3|28|27946.52|0.08|0.03|N|O|1997-07-11|1997-09-01|1997-08-03|DELIVER IN PERSON|FOB|ts are requests. even, bold depos|
+4226|188|9|1|27|29380.86|0.06|0.08|A|F|1993-05-03|1993-04-12|1993-05-16|COLLECT COD|AIR|sly alongside of the slyly ironic pac|
+4227|158|6|1|19|20104.85|0.01|0.08|A|F|1995-05-05|1995-05-03|1995-05-22|COLLECT COD|REG AIR|ns sleep along the blithely even theodolit|
+4227|33|4|2|8|7464.24|0.09|0.00|N|F|1995-06-11|1995-04-30|1995-06-28|COLLECT COD|REG AIR| packages since the bold, u|
+4227|75|6|3|11|10725.77|0.10|0.04|A|F|1995-03-30|1995-05-02|1995-04-26|DELIVER IN PERSON|SHIP|l requests-- bold requests cajole dogg|
+4227|200|4|4|2|2200.40|0.02|0.05|R|F|1995-04-24|1995-05-09|1995-05-21|DELIVER IN PERSON|AIR|ep. specia|
+4227|147|6|5|49|51309.86|0.05|0.06|R|F|1995-05-19|1995-04-12|1995-06-12|TAKE BACK RETURN|REG AIR|ts sleep blithely carefully unusual ideas.|
+4228|141|10|1|20|20822.80|0.00|0.06|N|O|1997-04-24|1997-05-29|1997-05-17|NONE|RAIL|f the slyly fluffy pinto beans are|
+4229|96|9|1|44|43827.96|0.02|0.05|N|O|1998-05-29|1998-05-12|1998-06-16|DELIVER IN PERSON|AIR|s. carefully e|
+4229|5|8|2|34|30770.00|0.07|0.05|N|O|1998-05-26|1998-04-13|1998-06-08|DELIVER IN PERSON|MAIL|thely final accounts use even packa|
+4230|46|5|1|38|35949.52|0.10|0.03|A|F|1992-04-28|1992-04-21|1992-05-28|TAKE BACK RETURN|FOB|ly regular packages. regular ideas boost|
+4230|199|3|2|43|47265.17|0.02|0.08|R|F|1992-03-14|1992-05-13|1992-03-28|NONE|FOB|ses lose blithely slyly final e|
+4230|196|9|3|10|10961.90|0.06|0.02|A|F|1992-06-11|1992-04-11|1992-07-02|TAKE BACK RETURN|MAIL|ar packages are |
+4230|75|6|4|28|27301.96|0.01|0.03|R|F|1992-05-12|1992-05-10|1992-06-01|TAKE BACK RETURN|MAIL|nt instruct|
+4230|125|10|5|50|51256.00|0.00|0.01|A|F|1992-03-29|1992-05-19|1992-04-20|TAKE BACK RETURN|SHIP|ts. final instructions in|
+4230|35|6|6|30|28050.90|0.05|0.07|A|F|1992-03-11|1992-04-29|1992-03-30|NONE|AIR|s. final excuses across the|
+4230|152|3|7|18|18938.70|0.10|0.04|R|F|1992-06-23|1992-05-10|1992-07-04|COLLECT COD|SHIP| the final acco|
+4231|142|3|1|47|48980.58|0.09|0.03|N|O|1997-11-27|1998-01-26|1997-12-17|NONE|REG AIR|hely along the silent at|
+4231|166|3|2|4|4264.64|0.06|0.02|N|O|1997-11-28|1998-01-26|1997-12-12|TAKE BACK RETURN|MAIL|lithely even packages. |
+4231|121|2|3|31|31654.72|0.07|0.08|N|O|1998-02-14|1997-12-27|1998-03-01|DELIVER IN PERSON|FOB|ublate. theodoli|
+4231|40|1|4|35|32901.40|0.10|0.00|N|O|1998-02-21|1998-01-24|1998-03-18|DELIVER IN PERSON|FOB|le quickly regular, unus|
+4256|151|9|1|22|23125.30|0.05|0.05|R|F|1992-07-30|1992-05-14|1992-08-14|NONE|TRUCK|, final platelets are slyly final pint|
+4257|65|10|1|3|2895.18|0.10|0.03|N|O|1995-06-18|1995-05-01|1995-07-12|DELIVER IN PERSON|MAIL|thin the theodolites use after the bl|
+4257|35|6|2|5|4675.15|0.01|0.04|R|F|1995-04-29|1995-06-05|1995-05-13|TAKE BACK RETURN|TRUCK|n deposits. furiously e|
+4257|128|9|3|33|33927.96|0.03|0.04|A|F|1995-05-23|1995-05-03|1995-05-31|COLLECT COD|AIR|uffily regular accounts ar|
+4258|166|7|1|36|38381.76|0.02|0.06|N|O|1997-02-23|1997-01-25|1997-02-27|TAKE BACK RETURN|SHIP|ns use alongs|
+4258|162|1|2|19|20181.04|0.03|0.02|N|O|1997-01-14|1996-12-12|1997-01-20|TAKE BACK RETURN|AIR|ly busily ironic foxes. f|
+4258|31|7|3|46|42827.38|0.04|0.07|N|O|1997-01-02|1996-12-26|1997-01-12|DELIVER IN PERSON|AIR| furiously pend|
+4258|35|6|4|22|20570.66|0.04|0.04|N|O|1996-12-12|1996-12-06|1996-12-20|TAKE BACK RETURN|AIR|e regular, even asym|
+4258|163|10|5|9|9568.44|0.04|0.03|N|O|1996-12-04|1996-12-08|1996-12-20|DELIVER IN PERSON|TRUCK|counts wake permanently after the bravely|
+4259|43|6|1|14|13202.56|0.05|0.03|N|O|1998-01-09|1997-11-21|1998-01-29|TAKE BACK RETURN|RAIL| furiously pending excuses. ideas hagg|
+4260|24|7|1|21|19404.42|0.08|0.04|R|F|1992-08-06|1992-06-18|1992-08-22|NONE|AIR|al, pending accounts must|
+4261|110|1|1|12|12121.32|0.05|0.01|A|F|1992-11-01|1993-01-01|1992-11-12|NONE|FOB|into beans |
+4261|82|3|2|4|3928.32|0.02|0.07|R|F|1992-12-11|1992-12-18|1992-12-24|DELIVER IN PERSON|FOB|ackages unwind furiously fluff|
+4261|175|5|3|3|3225.51|0.07|0.02|R|F|1992-11-10|1992-12-14|1992-11-17|COLLECT COD|RAIL|ly even deposits eat blithely alo|
+4261|174|3|4|36|38670.12|0.04|0.06|R|F|1992-12-02|1992-12-18|1992-12-25|NONE|REG AIR| slyly pendi|
+4261|24|7|5|28|25872.56|0.07|0.06|A|F|1992-10-08|1992-12-23|1992-10-11|TAKE BACK RETURN|MAIL|packages. fluffily i|
+4262|76|7|1|30|29282.10|0.01|0.03|N|O|1996-08-11|1996-10-11|1996-09-09|TAKE BACK RETURN|RAIL|tes after the carefully|
+4262|96|7|2|5|4980.45|0.02|0.05|N|O|1996-09-27|1996-09-05|1996-10-25|COLLECT COD|SHIP|blithely final asymptotes integrate|
+4262|162|1|3|5|5310.80|0.08|0.00|N|O|1996-10-02|1996-10-16|1996-10-05|NONE|REG AIR|ironic accounts are unusu|
+4262|74|2|4|45|43833.15|0.02|0.01|N|O|1996-11-09|1996-09-09|1996-11-12|DELIVER IN PERSON|SHIP|ackages boost. pending, even instruction|
+4262|100|3|5|28|28002.80|0.06|0.02|N|O|1996-10-22|1996-09-06|1996-11-13|DELIVER IN PERSON|FOB|ironic, regular depend|
+4262|17|7|6|26|23842.26|0.03|0.02|N|O|1996-08-29|1996-09-25|1996-08-31|NONE|RAIL|s boost slyly along the bold, iro|
+4262|160|5|7|41|43466.56|0.03|0.01|N|O|1996-08-28|1996-09-14|1996-09-20|COLLECT COD|RAIL|cuses unwind ac|
+4263|18|9|1|9|8262.09|0.08|0.07|N|O|1998-04-04|1998-04-29|1998-05-04|COLLECT COD|AIR|structions cajole quic|
+4263|196|10|2|28|30693.32|0.05|0.03|N|O|1998-06-24|1998-06-08|1998-07-14|NONE|MAIL|ideas for the carefully re|
+4263|11|1|3|38|34618.38|0.01|0.01|N|O|1998-07-10|1998-05-08|1998-07-17|NONE|TRUCK|rding to the dep|
+4263|19|3|4|20|18380.20|0.02|0.07|N|O|1998-04-09|1998-04-30|1998-05-04|NONE|RAIL|uietly regular deposits. sly deposits w|
+4263|198|2|5|14|15374.66|0.09|0.06|N|O|1998-05-06|1998-04-17|1998-05-11|DELIVER IN PERSON|TRUCK|d accounts. daringly regular accounts hagg|
+4263|113|10|6|47|47616.17|0.08|0.06|N|O|1998-06-28|1998-05-09|1998-07-02|DELIVER IN PERSON|TRUCK|y. theodolites wake idly ironic do|
+4263|29|4|7|6|5574.12|0.04|0.04|N|O|1998-05-01|1998-06-02|1998-05-14|TAKE BACK RETURN|REG AIR|g the final, regular instructions: |
+4288|74|5|1|32|31170.24|0.10|0.07|R|F|1993-03-19|1993-01-26|1993-04-18|TAKE BACK RETURN|AIR|e blithely even instructions. speci|
+4288|105|6|2|39|39198.90|0.05|0.02|R|F|1993-03-25|1993-02-06|1993-03-28|DELIVER IN PERSON|AIR|uffy theodolites run|
+4288|125|8|3|7|7175.84|0.03|0.01|A|F|1993-01-15|1993-02-05|1993-01-26|NONE|TRUCK|ngside of the special platelet|
+4289|196|7|1|19|20827.61|0.06|0.06|R|F|1993-12-31|1993-11-06|1994-01-23|DELIVER IN PERSON|TRUCK|e carefully regular ideas. sl|
+4290|137|3|1|23|23853.99|0.06|0.04|R|F|1995-04-04|1995-02-16|1995-04-07|TAKE BACK RETURN|REG AIR|uests cajole carefully.|
+4290|99|2|2|3|2997.27|0.09|0.03|A|F|1995-03-25|1995-03-07|1995-04-11|NONE|RAIL|lar platelets cajole|
+4291|192|6|1|3|3276.57|0.08|0.08|A|F|1994-03-17|1994-02-21|1994-03-27|COLLECT COD|SHIP|tes sleep slyly above the quickly sl|
+4291|125|8|2|43|44080.16|0.01|0.06|A|F|1994-02-01|1994-02-27|1994-02-06|DELIVER IN PERSON|REG AIR|s. quietly regular |
+4291|8|1|3|25|22700.00|0.09|0.08|R|F|1994-02-14|1994-02-08|1994-03-15|COLLECT COD|AIR|uctions. furiously regular ins|
+4292|44|3|1|22|20768.88|0.08|0.03|R|F|1992-02-14|1992-02-16|1992-03-01|NONE|FOB|refully expres|
+4292|40|6|2|1|940.04|0.03|0.01|A|F|1992-02-07|1992-03-16|1992-02-10|DELIVER IN PERSON|FOB| the furiously ev|
+4292|120|10|3|35|35704.20|0.03|0.06|A|F|1992-03-23|1992-04-04|1992-04-02|COLLECT COD|TRUCK|dugouts use. furiously bold packag|
+4292|163|10|4|40|42526.40|0.05|0.04|A|F|1992-04-27|1992-03-07|1992-05-04|COLLECT COD|REG AIR|ounts according to the furiously |
+4292|131|7|5|6|6186.78|0.07|0.08|R|F|1992-03-03|1992-02-24|1992-03-25|COLLECT COD|FOB|bove the silently regula|
+4292|4|1|6|47|42488.00|0.05|0.00|R|F|1992-05-02|1992-03-21|1992-05-27|TAKE BACK RETURN|FOB|y packages; even ideas boost|
+4293|1|6|1|34|30634.00|0.03|0.08|N|O|1996-11-05|1996-10-12|1996-12-04|NONE|FOB|ions sleep blithely on|
+4293|77|5|2|50|48853.50|0.01|0.05|N|O|1996-11-27|1996-10-30|1996-12-22|COLLECT COD|MAIL| special deposits. furiousl|
+4293|199|1|3|47|51661.93|0.08|0.02|N|O|1996-09-07|1996-10-24|1996-09-15|NONE|RAIL|ithely pending deposits af|
+4293|88|9|4|25|24702.00|0.04|0.04|N|O|1996-09-11|1996-11-14|1996-09-22|DELIVER IN PERSON|FOB|inal asympt|
+4293|181|2|5|1|1081.18|0.06|0.05|N|O|1996-11-15|1996-10-09|1996-11-26|COLLECT COD|AIR|eposits should boost along the |
+4293|79|7|6|45|44058.15|0.10|0.04|N|O|1996-11-04|1996-11-06|1996-11-23|NONE|MAIL|lar ideas use carefully|
+4294|105|8|1|19|19096.90|0.03|0.04|A|F|1992-10-16|1992-11-13|1992-10-26|DELIVER IN PERSON|AIR|nt dependencies. furiously regular ideas d|
+4294|27|2|2|16|14832.32|0.01|0.02|R|F|1992-08-17|1992-09-24|1992-09-04|TAKE BACK RETURN|REG AIR|lithely pint|
+4294|198|1|3|30|32945.70|0.01|0.00|A|F|1992-09-12|1992-11-06|1992-09-25|NONE|MAIL|olites. bold foxes affix ironic theodolite|
+4294|105|2|4|34|34173.40|0.02|0.01|R|F|1992-09-09|1992-11-06|1992-10-04|TAKE BACK RETURN|REG AIR|pendencies!|
+4294|119|3|5|37|37707.07|0.05|0.01|R|F|1992-09-07|1992-10-13|1992-09-08|NONE|REG AIR|cial packages nag f|
+4294|87|8|6|42|41457.36|0.02|0.03|A|F|1992-09-30|1992-11-13|1992-10-15|DELIVER IN PERSON|FOB| carefully; furiously ex|
+4294|175|3|7|47|50532.99|0.02|0.08|R|F|1992-11-09|1992-11-03|1992-12-05|TAKE BACK RETURN|SHIP|es. blithely r|
+4295|29|2|1|49|45521.98|0.09|0.01|N|O|1996-05-25|1996-03-17|1996-06-19|TAKE BACK RETURN|REG AIR|refully silent requests. f|
+4295|71|9|2|4|3884.28|0.09|0.07|N|O|1996-06-05|1996-04-26|1996-06-13|DELIVER IN PERSON|TRUCK|arefully according to the pending ac|
+4295|193|4|3|3|3279.57|0.04|0.00|N|O|1996-06-04|1996-04-24|1996-06-24|DELIVER IN PERSON|AIR|telets cajole bravely|
+4295|80|9|4|30|29402.40|0.07|0.06|N|O|1996-03-22|1996-04-23|1996-04-20|NONE|SHIP|yly ironic frets. pending foxes after |
+4320|46|5|1|28|26489.12|0.02|0.06|N|O|1997-01-28|1997-02-07|1997-02-07|COLLECT COD|FOB|nts. even, ironic excuses hagg|
+4320|140|6|2|6|6240.84|0.08|0.08|N|O|1997-01-11|1997-01-26|1997-01-22|DELIVER IN PERSON|SHIP|against the carefully careful asym|
+4320|188|9|3|33|35909.94|0.09|0.02|N|O|1996-12-11|1997-02-27|1997-01-08|TAKE BACK RETURN|SHIP|ess asymptotes so|
+4321|147|6|1|33|34555.62|0.09|0.02|A|F|1994-09-01|1994-08-17|1994-09-05|DELIVER IN PERSON|TRUCK|yly special excuses. fluffily |
+4321|54|2|2|45|42932.25|0.00|0.08|R|F|1994-11-13|1994-09-15|1994-11-18|DELIVER IN PERSON|SHIP| haggle ironically bold theodolites. quick|
+4321|186|7|3|23|24982.14|0.01|0.05|A|F|1994-11-03|1994-10-08|1994-11-06|DELIVER IN PERSON|SHIP|ly even orbits slee|
+4321|91|2|4|4|3964.36|0.02|0.00|R|F|1994-09-10|1994-10-06|1994-09-11|NONE|FOB|ironic deposi|
+4321|172|2|5|10|10721.70|0.04|0.03|A|F|1994-09-07|1994-08-23|1994-09-17|TAKE BACK RETURN|SHIP|wake carefully alongside of |
+4322|69|4|1|39|37793.34|0.04|0.02|N|O|1998-04-27|1998-06-03|1998-05-04|TAKE BACK RETURN|MAIL|its integrate fluffily |
+4322|140|1|2|9|9361.26|0.05|0.08|N|O|1998-05-18|1998-04-27|1998-05-28|COLLECT COD|AIR|ual instructio|
+4322|8|9|3|12|10896.00|0.09|0.05|N|O|1998-03-29|1998-06-05|1998-04-16|DELIVER IN PERSON|TRUCK|e blithely against the slyly unusu|
+4322|46|7|4|17|16082.68|0.09|0.08|N|O|1998-05-31|1998-05-31|1998-06-10|TAKE BACK RETURN|FOB|ructions boost |
+4322|102|7|5|10|10021.00|0.00|0.05|N|O|1998-05-31|1998-04-27|1998-06-25|TAKE BACK RETURN|REG AIR| regular ideas engage carefully quick|
+4322|60|8|6|39|37442.34|0.09|0.08|N|O|1998-03-16|1998-05-21|1998-04-11|COLLECT COD|AIR|ccounts. dogged pin|
+4322|14|4|7|34|31076.34|0.05|0.00|N|O|1998-05-27|1998-04-12|1998-06-16|NONE|REG AIR|ounts haggle fluffily ideas. pend|
+4323|1|2|1|33|29733.00|0.09|0.02|A|F|1994-05-04|1994-03-06|1994-05-23|COLLECT COD|TRUCK|the slyly bold deposits slee|
+4324|51|2|1|44|41846.20|0.05|0.04|N|O|1995-10-15|1995-09-07|1995-11-07|DELIVER IN PERSON|AIR|ainst the u|
+4324|48|7|2|12|11376.48|0.04|0.02|N|O|1995-10-05|1995-09-07|1995-10-18|NONE|REG AIR|c packages. furiously express sauternes|
+4324|82|3|3|14|13749.12|0.07|0.06|N|O|1995-11-12|1995-08-26|1995-11-21|COLLECT COD|AIR| packages nag express excuses. qui|
+4324|50|7|4|14|13300.70|0.02|0.04|N|O|1995-09-20|1995-10-08|1995-10-06|COLLECT COD|RAIL| express ideas. blithely blit|
+4324|84|5|5|22|21649.76|0.07|0.03|N|O|1995-09-13|1995-10-04|1995-09-23|DELIVER IN PERSON|SHIP|ke express, special ideas.|
+4324|43|2|6|31|29234.24|0.08|0.04|N|O|1995-10-23|1995-09-14|1995-11-09|COLLECT COD|RAIL|efully flu|
+4324|154|6|7|46|48490.90|0.00|0.03|N|O|1995-11-03|1995-09-28|1995-11-22|NONE|SHIP|ular, final theodo|
+4325|160|2|1|18|19082.88|0.01|0.07|N|O|1996-10-07|1996-09-28|1996-10-31|DELIVER IN PERSON|RAIL|. blithely|
+4326|163|4|1|11|11694.76|0.01|0.01|N|O|1997-02-02|1996-12-10|1997-02-20|DELIVER IN PERSON|TRUCK|press reque|
+4326|167|6|2|27|28813.32|0.06|0.01|N|O|1996-11-29|1997-01-20|1996-12-23|COLLECT COD|AIR|inal packages. final asymptotes about t|
+4327|95|8|1|18|17911.62|0.08|0.00|N|F|1995-06-16|1995-04-20|1995-07-12|COLLECT COD|RAIL|y final excuses. ironic, special requests a|
+4327|106|9|2|40|40244.00|0.07|0.01|N|F|1995-05-26|1995-04-17|1995-06-18|NONE|AIR|quests. packages are after th|
+4327|145|2|3|11|11496.54|0.10|0.07|R|F|1995-04-24|1995-05-27|1995-05-24|TAKE BACK RETURN|FOB| ironic dolphins|
+4327|21|10|4|8|7368.16|0.04|0.08|N|F|1995-05-26|1995-05-28|1995-06-19|DELIVER IN PERSON|AIR|eodolites cajole; unusual Tiresias|
+4327|190|1|5|39|42517.41|0.01|0.00|N|O|1995-06-23|1995-04-18|1995-07-13|TAKE BACK RETURN|FOB|kages against the blit|
+4327|152|4|6|10|10521.50|0.00|0.06|A|F|1995-04-28|1995-06-11|1995-05-07|TAKE BACK RETURN|TRUCK|arefully sile|
+4352|106|9|1|18|18109.80|0.00|0.03|N|O|1998-02-27|1998-02-02|1998-03-01|DELIVER IN PERSON|RAIL|ding to th|
+4353|94|8|1|22|21869.98|0.05|0.05|N|O|1998-01-19|1998-01-23|1998-02-10|COLLECT COD|FOB|ent packages. accounts are slyly. |
+4354|15|9|1|30|27450.30|0.08|0.07|R|F|1995-01-27|1994-11-24|1995-02-25|TAKE BACK RETURN|REG AIR|around the ir|
+4354|153|8|2|23|24222.45|0.01|0.08|R|F|1994-11-20|1994-12-23|1994-11-27|TAKE BACK RETURN|AIR|kly along the ironic, ent|
+4354|51|6|3|2|1902.10|0.10|0.04|A|F|1995-01-09|1994-12-15|1995-01-24|TAKE BACK RETURN|REG AIR|s nag quickly |
+4354|86|7|4|36|35498.88|0.05|0.05|A|F|1994-11-20|1994-12-06|1994-12-06|DELIVER IN PERSON|AIR| wake slyly eve|
+4354|65|10|5|37|35707.22|0.06|0.02|R|F|1995-01-13|1994-12-29|1995-01-31|DELIVER IN PERSON|FOB|deas use blithely! special foxes print af|
+4354|108|3|6|36|36291.60|0.03|0.04|R|F|1994-12-03|1994-12-05|1995-01-02|TAKE BACK RETURN|TRUCK|efully special packages use fluffily|
+4354|139|5|7|18|18704.34|0.03|0.04|A|F|1994-12-07|1994-12-11|1994-12-11|TAKE BACK RETURN|SHIP|ross the furiously |
+4355|195|7|1|32|35046.08|0.10|0.02|N|O|1996-12-29|1997-02-08|1997-01-24|DELIVER IN PERSON|REG AIR|y silent deposits. b|
+4355|17|1|2|4|3668.04|0.05|0.02|N|O|1997-02-25|1997-01-29|1997-03-17|TAKE BACK RETURN|TRUCK|slyly blithely regular packag|
+4355|1|2|3|13|11713.00|0.07|0.05|N|O|1997-01-21|1996-12-22|1997-02-14|COLLECT COD|TRUCK| ought to mold. blithely pending ideas |
+4355|194|6|4|14|15318.66|0.04|0.02|N|O|1997-03-08|1997-01-22|1997-03-26|NONE|RAIL|he furiously ironic accounts. quickly iro|
+4355|31|7|5|50|46551.50|0.10|0.00|N|O|1996-11-25|1997-01-01|1996-12-06|DELIVER IN PERSON|REG AIR| regular accounts boost along the |
+4355|122|7|6|35|35774.20|0.00|0.08|N|O|1997-01-28|1997-01-28|1997-02-20|NONE|FOB|ess accounts affix ironic|
+4355|101|4|7|47|47051.70|0.09|0.02|N|O|1996-12-28|1996-12-29|1997-01-09|NONE|RAIL|e. realms integrate |
+4356|194|5|1|35|38296.65|0.00|0.04|R|F|1994-05-30|1994-06-14|1994-06-08|COLLECT COD|MAIL|arefully ironic |
+4357|84|5|1|50|49204.00|0.04|0.07|N|O|1997-11-25|1997-12-03|1997-12-17|DELIVER IN PERSON|RAIL|s. final, e|
+4357|108|9|2|17|17137.70|0.10|0.07|N|O|1998-02-01|1997-12-08|1998-02-09|DELIVER IN PERSON|MAIL|e carefully furiou|
+4358|126|5|1|47|48227.64|0.04|0.00|N|O|1997-10-15|1997-10-14|1997-11-04|DELIVER IN PERSON|SHIP|refully busy dep|
+4359|174|3|1|41|44040.97|0.03|0.07|A|F|1993-04-06|1993-05-06|1993-04-14|COLLECT COD|RAIL|s affix sly|
+4359|153|8|2|8|8425.20|0.03|0.08|R|F|1993-06-27|1993-05-16|1993-07-04|DELIVER IN PERSON|MAIL|packages affix. fluffily regular f|
+4359|193|6|3|32|34982.08|0.10|0.03|R|F|1993-06-18|1993-04-04|1993-07-18|COLLECT COD|MAIL|olites nag quietly caref|
+4359|78|8|4|1|978.07|0.05|0.03|R|F|1993-04-27|1993-05-09|1993-05-08|NONE|MAIL| fluffily ironic, bold pac|
+4359|33|4|5|22|20526.66|0.04|0.01|A|F|1993-03-28|1993-06-01|1993-04-13|NONE|REG AIR|accounts wake ironic deposits. ironic|
+4384|136|7|1|5|5180.65|0.09|0.01|A|F|1992-08-22|1992-08-24|1992-09-20|DELIVER IN PERSON|MAIL|instructions sleep. blithely express pa|
+4384|89|10|2|38|37585.04|0.07|0.06|A|F|1992-10-18|1992-09-24|1992-11-04|NONE|FOB|ly final requests. regu|
+4384|89|10|3|11|10879.88|0.05|0.04|R|F|1992-08-31|1992-10-04|1992-09-28|TAKE BACK RETURN|FOB|deposits promise carefully even, regular e|
+4385|111|8|1|38|38422.18|0.00|0.02|N|O|1996-11-22|1996-10-30|1996-12-21|DELIVER IN PERSON|TRUCK|inal frays. final, bold exc|
+4386|130|3|1|10|10301.30|0.05|0.07|N|O|1998-06-03|1998-04-16|1998-06-28|TAKE BACK RETURN|MAIL|gainst the quickly expre|
+4386|118|2|2|28|28507.08|0.03|0.06|N|O|1998-03-19|1998-05-01|1998-03-27|NONE|FOB|. quick packages play slyly |
+4386|140|1|3|4|4160.56|0.07|0.05|N|O|1998-04-07|1998-03-25|1998-04-19|COLLECT COD|FOB|ns wake carefully carefully iron|
+4386|121|2|4|21|21443.52|0.09|0.00|N|O|1998-05-05|1998-03-19|1998-05-13|NONE|RAIL|e pending, sp|
+4386|130|3|5|39|40175.07|0.09|0.06|N|O|1998-03-05|1998-03-15|1998-03-16|NONE|RAIL|structions cajole quickly express|
+4386|90|1|6|18|17821.62|0.02|0.05|N|O|1998-04-12|1998-04-09|1998-05-12|TAKE BACK RETURN|SHIP| deposits use according to the pending, |
+4386|20|4|7|16|14720.32|0.07|0.02|N|O|1998-05-05|1998-03-17|1998-06-03|COLLECT COD|AIR|e furiously final pint|
+4387|122|5|1|3|3066.36|0.02|0.01|N|O|1996-01-17|1996-01-14|1996-01-28|COLLECT COD|AIR| boost slyly ironic instructions. furiou|
+4387|177|5|2|48|51704.16|0.06|0.05|N|O|1995-10-29|1995-12-11|1995-11-01|NONE|REG AIR|sleep slyly. blithely sl|
+4387|2|5|3|15|13530.00|0.00|0.03|N|O|1996-01-11|1996-01-14|1996-01-30|TAKE BACK RETURN|REG AIR|s hinder quietly across the pla|
+4387|47|8|4|9|8523.36|0.00|0.03|N|O|1996-01-04|1995-12-26|1996-01-12|DELIVER IN PERSON|REG AIR|c ideas. slyly regular packages sol|
+4387|82|3|5|3|2946.24|0.05|0.08|N|O|1995-11-17|1995-12-28|1995-11-25|COLLECT COD|SHIP| pinto beans |
+4387|6|3|6|40|36240.00|0.02|0.04|N|O|1995-11-29|1995-12-10|1995-12-20|NONE|REG AIR|deas according to the blithely regular fox|
+4388|65|10|1|30|28951.80|0.02|0.07|N|O|1996-06-07|1996-05-07|1996-06-22|DELIVER IN PERSON|FOB|s cajole fluffil|
+4388|84|5|2|28|27554.24|0.05|0.04|N|O|1996-05-08|1996-06-20|1996-05-12|TAKE BACK RETURN|RAIL|ove the ide|
+4388|52|4|3|13|12376.65|0.07|0.05|N|O|1996-06-28|1996-05-23|1996-07-04|DELIVER IN PERSON|REG AIR|ly even, expre|
+4389|157|2|1|20|21143.00|0.08|0.00|A|F|1994-06-06|1994-06-17|1994-06-17|DELIVER IN PERSON|SHIP|ng the carefully express d|
+4389|153|5|2|13|13690.95|0.00|0.00|A|F|1994-08-18|1994-06-06|1994-08-20|NONE|RAIL|nal, regula|
+4389|79|9|3|39|38183.73|0.04|0.07|A|F|1994-06-08|1994-06-04|1994-06-10|TAKE BACK RETURN|TRUCK| unusual, final excuses cajole carefully |
+4389|160|2|4|5|5300.80|0.09|0.00|A|F|1994-09-03|1994-06-23|1994-09-16|NONE|FOB| ironic request|
+4389|11|5|5|22|20042.22|0.08|0.00|R|F|1994-07-05|1994-06-12|1994-07-12|NONE|TRUCK|lly silent de|
+4389|2|3|6|22|19844.00|0.01|0.04|R|F|1994-06-07|1994-06-29|1994-06-19|COLLECT COD|TRUCK|at the final excuses hinder carefully a|
+4389|185|6|7|4|4340.72|0.09|0.08|R|F|1994-06-14|1994-06-30|1994-07-06|NONE|REG AIR| blithely even d|
+4390|152|10|1|35|36825.25|0.07|0.04|R|F|1995-05-30|1995-07-02|1995-06-15|DELIVER IN PERSON|TRUCK|ongside of the slyly regular ideas|
+4390|196|8|2|28|30693.32|0.03|0.00|N|O|1995-09-07|1995-06-22|1995-10-05|COLLECT COD|SHIP|ld braids haggle atop the for|
+4390|101|8|3|42|42046.20|0.05|0.08|A|F|1995-06-12|1995-07-16|1995-06-17|NONE|AIR|arefully even accoun|
+4390|98|2|4|32|31938.88|0.07|0.08|N|O|1995-09-15|1995-08-12|1995-10-05|TAKE BACK RETURN|TRUCK|ctions across|
+4391|161|10|1|1|1061.16|0.09|0.00|R|F|1992-06-18|1992-04-27|1992-06-20|COLLECT COD|TRUCK|ong the silent deposits|
+4391|187|8|2|45|48923.10|0.07|0.04|R|F|1992-04-01|1992-05-01|1992-04-13|TAKE BACK RETURN|TRUCK|ep quickly after |
+4416|94|7|1|37|36781.33|0.08|0.03|A|F|1992-10-23|1992-08-23|1992-11-16|COLLECT COD|RAIL|fluffily ironic |
+4416|89|10|2|3|2967.24|0.06|0.03|R|F|1992-10-22|1992-08-06|1992-11-13|DELIVER IN PERSON|SHIP| requests sleep along the |
+4416|9|6|3|45|40905.00|0.09|0.03|A|F|1992-10-16|1992-09-09|1992-10-28|COLLECT COD|AIR|the final pinto beans. special frets |
+4417|75|5|1|28|27301.96|0.08|0.02|N|O|1998-09-04|1998-10-04|1998-09-19|TAKE BACK RETURN|REG AIR|ies across the furious|
+4417|181|2|2|1|1081.18|0.06|0.08|N|O|1998-10-23|1998-08-22|1998-10-24|NONE|REG AIR|press deposits promise stealthily amo|
+4417|98|2|3|35|34933.15|0.06|0.04|N|O|1998-08-08|1998-09-23|1998-09-02|DELIVER IN PERSON|FOB|slyly regular, silent courts. even packag|
+4418|35|1|1|32|29920.96|0.02|0.06|A|F|1993-05-28|1993-06-02|1993-05-30|TAKE BACK RETURN|RAIL|ly. bold pinto b|
+4418|22|5|2|14|12908.28|0.03|0.04|A|F|1993-05-20|1993-06-18|1993-06-05|TAKE BACK RETURN|SHIP| blithely regular requests. blith|
+4418|79|7|3|3|2937.21|0.00|0.02|R|F|1993-04-08|1993-06-04|1993-05-02|NONE|SHIP|luffily across the unusual ideas. reque|
+4419|108|9|1|45|45364.50|0.01|0.05|N|O|1996-07-20|1996-09-07|1996-08-18|DELIVER IN PERSON|TRUCK|s doze sometimes fluffily regular a|
+4419|32|8|2|42|39145.26|0.00|0.03|N|O|1996-09-18|1996-07-25|1996-09-21|COLLECT COD|RAIL|sts. furious|
+4419|132|3|3|6|6192.78|0.02|0.08|N|O|1996-06-25|1996-09-04|1996-07-20|DELIVER IN PERSON|AIR|ts wake slyly final dugou|
+4420|8|5|1|7|6356.00|0.07|0.03|R|F|1994-08-30|1994-09-03|1994-09-25|NONE|FOB| regular instructions sleep around|
+4421|98|2|1|37|36929.33|0.09|0.08|N|O|1997-07-22|1997-06-27|1997-07-25|DELIVER IN PERSON|SHIP|l accounts. ironic request|
+4421|56|1|2|46|43978.30|0.04|0.04|N|O|1997-04-21|1997-05-13|1997-05-15|DELIVER IN PERSON|FOB|reful packages. bold, |
+4421|167|6|3|46|49089.36|0.00|0.06|N|O|1997-05-25|1997-05-21|1997-06-23|COLLECT COD|TRUCK|g dependenci|
+4421|191|4|4|32|34918.08|0.06|0.04|N|O|1997-07-09|1997-06-03|1997-07-25|NONE|SHIP|ar ideas eat among the furiousl|
+4421|190|1|5|32|34886.08|0.06|0.04|N|O|1997-07-28|1997-06-14|1997-08-13|NONE|REG AIR|uickly final pinto beans impress. bold |
+4421|47|6|6|44|41669.76|0.09|0.06|N|O|1997-06-17|1997-06-20|1997-06-29|NONE|TRUCK|le carefully. bl|
+4421|116|3|7|18|18289.98|0.01|0.00|N|O|1997-06-07|1997-05-13|1997-06-10|DELIVER IN PERSON|FOB|. regular, s|
+4422|135|1|1|5|5175.65|0.09|0.07|N|O|1995-07-17|1995-08-13|1995-07-25|NONE|SHIP|e furiously about t|
+4422|48|5|2|41|38869.64|0.08|0.05|N|F|1995-06-12|1995-07-09|1995-06-20|COLLECT COD|TRUCK| theodolites shal|
+4422|103|10|3|39|39120.90|0.00|0.05|N|O|1995-09-02|1995-06-24|1995-09-14|NONE|TRUCK|en hockey players engage|
+4422|153|4|4|4|4212.60|0.02|0.05|N|O|1995-09-18|1995-08-12|1995-10-18|COLLECT COD|FOB|cies along the bo|
+4422|80|9|5|20|19601.60|0.07|0.05|N|O|1995-08-17|1995-07-16|1995-09-13|DELIVER IN PERSON|RAIL|ructions wake slyly al|
+4423|150|9|1|3|3150.45|0.03|0.00|A|F|1995-03-22|1995-04-06|1995-04-19|NONE|TRUCK| final theodolites nag after the bli|
+4423|60|5|2|2|1920.12|0.07|0.04|A|F|1995-03-04|1995-04-04|1995-03-08|TAKE BACK RETURN|REG AIR|old sheaves sleep|
+4448|52|7|1|24|22849.20|0.10|0.07|N|O|1998-09-09|1998-07-06|1998-09-27|DELIVER IN PERSON|SHIP|nal packages along the ironic instructi|
+4448|189|10|2|13|14159.34|0.00|0.01|N|O|1998-07-26|1998-07-03|1998-08-14|COLLECT COD|MAIL|fluffily express accounts integrate furiou|
+4448|41|4|3|35|32936.40|0.10|0.06|N|O|1998-09-18|1998-07-27|1998-10-08|NONE|REG AIR|aggle carefully alongside of the q|
+4448|141|2|4|3|3123.42|0.01|0.01|N|O|1998-07-20|1998-07-10|1998-08-07|DELIVER IN PERSON|TRUCK|ronic theod|
+4448|91|2|5|41|40634.69|0.00|0.08|N|O|1998-07-30|1998-08-09|1998-08-03|NONE|AIR|pon the permanently even excuses nag |
+4448|172|3|6|12|12866.04|0.06|0.03|N|O|1998-08-21|1998-06-30|1998-09-09|COLLECT COD|RAIL|sits about the ironic, bu|
+4449|32|3|1|42|39145.26|0.10|0.07|N|O|1998-03-22|1998-05-09|1998-04-03|NONE|FOB| packages. blithely final |
+4449|141|8|2|10|10411.40|0.02|0.03|N|O|1998-05-09|1998-05-04|1998-05-15|NONE|SHIP|ccounts alongside of the platelets integr|
+4450|174|5|1|44|47263.48|0.10|0.00|N|O|1997-10-12|1997-10-13|1997-10-29|DELIVER IN PERSON|RAIL| the slyly eve|
+4450|15|6|2|9|8235.09|0.03|0.03|N|O|1997-08-13|1997-08-16|1997-08-15|NONE|FOB|gular requests cajole carefully. regular c|
+4450|96|8|3|45|44824.05|0.08|0.01|N|O|1997-09-01|1997-10-06|1997-09-19|NONE|TRUCK|express ideas are furiously regular|
+4450|62|9|4|13|12506.78|0.00|0.00|N|O|1997-08-26|1997-09-18|1997-09-20|COLLECT COD|MAIL| brave foxes. slyly unusual|
+4450|56|7|5|6|5736.30|0.09|0.01|N|O|1997-09-02|1997-09-30|1997-09-09|NONE|FOB|eposits. foxes cajole unusual fox|
+4451|164|5|1|40|42566.40|0.03|0.03|A|F|1994-11-18|1994-12-25|1994-11-26|DELIVER IN PERSON|RAIL|y. slyly special deposits are sly|
+4451|63|4|2|34|32744.04|0.10|0.02|A|F|1994-11-30|1994-12-04|1994-12-13|COLLECT COD|SHIP| regular ideas.|
+4451|159|10|3|19|20123.85|0.05|0.06|R|F|1994-10-09|1994-11-26|1994-10-23|COLLECT COD|FOB|ly after the fluffi|
+4452|114|8|1|21|21296.31|0.07|0.03|R|F|1994-10-06|1994-08-23|1994-10-15|COLLECT COD|TRUCK|multipliers x-ray carefully in place of |
+4452|1|8|2|47|42347.00|0.01|0.06|A|F|1994-10-08|1994-08-09|1994-10-09|TAKE BACK RETURN|TRUCK|ts. slyly regular cour|
+4453|147|10|1|41|42932.74|0.00|0.08|N|O|1997-07-17|1997-05-15|1997-07-31|NONE|REG AIR|anent theodolites are slyly except t|
+4453|133|4|2|16|16530.08|0.03|0.00|N|O|1997-07-22|1997-05-05|1997-08-03|COLLECT COD|FOB|ar excuses nag quickly even accounts. b|
+4453|62|7|3|48|46178.88|0.02|0.07|N|O|1997-05-29|1997-06-24|1997-06-03|NONE|SHIP|eep. fluffily express accounts at the furi|
+4453|102|5|4|26|26054.60|0.06|0.07|N|O|1997-05-07|1997-06-07|1997-05-22|NONE|TRUCK|express packages are|
+4454|151|9|1|20|21023.00|0.10|0.08|R|F|1994-05-06|1994-03-17|1994-05-20|COLLECT COD|SHIP|lar theodolites. even instructio|
+4454|152|10|2|22|23147.30|0.06|0.02|A|F|1994-02-06|1994-04-11|1994-03-06|DELIVER IN PERSON|RAIL|ully. carefully final accounts accordi|
+4454|192|3|3|45|49148.55|0.07|0.04|A|F|1994-03-29|1994-03-26|1994-04-04|TAKE BACK RETURN|RAIL|ests promise. packages print fur|
+4454|2|3|4|1|902.00|0.09|0.05|A|F|1994-02-05|1994-04-19|1994-02-12|COLLECT COD|RAIL|equests run.|
+4454|52|4|5|48|45698.40|0.00|0.07|R|F|1994-04-23|1994-04-03|1994-04-26|COLLECT COD|FOB|to beans wake across th|
+4454|160|8|6|20|21203.20|0.10|0.03|A|F|1994-04-08|1994-03-06|1994-04-26|DELIVER IN PERSON|TRUCK|quickly regular requests. furiously|
+4455|70|5|1|20|19401.40|0.01|0.05|A|F|1994-01-31|1993-11-21|1994-03-02|DELIVER IN PERSON|MAIL| express packages. packages boost quickly|
+4455|153|4|2|47|49498.05|0.09|0.01|R|F|1994-01-01|1993-12-25|1994-01-05|COLLECT COD|FOB| requests. even, even accou|
+4455|123|2|3|34|34786.08|0.00|0.06|A|F|1993-10-24|1993-11-27|1993-11-04|TAKE BACK RETURN|AIR| slyly ironic requests. quickly even d|
+4480|108|5|1|30|30243.00|0.08|0.03|R|F|1994-07-29|1994-06-22|1994-08-01|NONE|FOB|ven braids us|
+4481|24|9|1|50|46201.00|0.02|0.06|N|O|1996-07-22|1996-05-13|1996-08-14|DELIVER IN PERSON|RAIL|ar packages. regula|
+4481|190|1|2|27|29435.13|0.02|0.03|N|O|1996-04-06|1996-05-17|1996-04-12|TAKE BACK RETURN|AIR|ackages haggle even, |
+4482|71|2|1|32|31074.24|0.06|0.03|A|F|1995-05-16|1995-07-22|1995-06-07|NONE|RAIL| quickly pendin|
+4482|96|9|2|32|31874.88|0.01|0.06|N|O|1995-08-16|1995-06-26|1995-09-10|DELIVER IN PERSON|AIR|eans wake according |
+4483|6|7|1|32|28992.00|0.07|0.07|R|F|1992-04-05|1992-05-25|1992-04-08|DELIVER IN PERSON|MAIL|ests haggle. slyl|
+4483|62|1|2|50|48103.00|0.01|0.06|A|F|1992-06-19|1992-05-12|1992-07-08|DELIVER IN PERSON|TRUCK|ag blithely even|
+4483|9|4|3|50|45450.00|0.00|0.04|R|F|1992-06-10|1992-04-18|1992-06-17|DELIVER IN PERSON|MAIL|ackages. furiously ironi|
+4484|95|9|1|4|3980.36|0.06|0.03|N|O|1997-04-09|1997-02-11|1997-04-12|TAKE BACK RETURN|TRUCK|packages de|
+4484|137|8|2|39|40448.07|0.05|0.02|N|O|1997-04-01|1997-01-26|1997-04-21|NONE|RAIL|onic accounts wake blithel|
+4484|190|1|3|38|41427.22|0.06|0.07|N|O|1997-03-07|1997-01-31|1997-04-01|COLLECT COD|REG AIR|. even requests un|
+4484|122|5|4|41|41906.92|0.06|0.03|N|O|1997-01-25|1997-02-15|1997-01-29|TAKE BACK RETURN|REG AIR|ress accounts. ironic deposits unwind fur|
+4484|3|4|5|42|37926.00|0.03|0.07|N|O|1997-03-25|1997-02-21|1997-04-05|DELIVER IN PERSON|REG AIR|ding, pending requests wake. fluffily |
+4484|36|7|6|29|27144.87|0.09|0.06|N|O|1996-12-27|1997-03-10|1997-01-13|NONE|FOB| wake blithely ironic|
+4484|103|8|7|50|50155.00|0.07|0.01|N|O|1997-03-17|1997-03-16|1997-03-21|COLLECT COD|FOB|the ironic, final theodo|
+4485|191|5|1|1|1091.19|0.03|0.05|R|F|1994-12-04|1995-02-07|1994-12-09|NONE|AIR|play according to the ironic, ironic|
+4485|141|10|2|46|47892.44|0.04|0.06|R|F|1995-03-09|1994-12-14|1995-03-23|DELIVER IN PERSON|AIR|. ironic foxes haggle. regular war|
+4485|175|6|3|43|46232.31|0.01|0.05|R|F|1995-01-17|1995-02-11|1995-02-07|DELIVER IN PERSON|TRUCK|al accounts according to the slyly r|
+4485|144|5|4|43|44898.02|0.08|0.06|R|F|1995-01-28|1995-01-26|1995-02-07|DELIVER IN PERSON|AIR|. blithely|
+4485|6|7|5|47|42582.00|0.08|0.04|R|F|1995-03-11|1995-01-11|1995-03-21|TAKE BACK RETURN|RAIL|luffily pending acc|
+4486|135|1|1|46|47615.98|0.08|0.00|N|O|1998-05-02|1998-04-05|1998-05-08|COLLECT COD|MAIL|ackages. specia|
+4486|49|2|2|19|18031.76|0.10|0.01|N|O|1998-06-07|1998-05-28|1998-07-02|NONE|MAIL|pending foxes after|
+4486|96|7|3|47|46816.23|0.02|0.07|N|O|1998-04-09|1998-05-24|1998-05-07|DELIVER IN PERSON|MAIL|ts around the quiet packages ar|
+4486|91|4|4|28|27750.52|0.07|0.02|N|O|1998-04-21|1998-04-19|1998-04-26|TAKE BACK RETURN|AIR|to the furious, regular foxes play abov|
+4487|138|4|1|37|38410.81|0.03|0.07|R|F|1993-02-28|1993-04-18|1993-03-17|TAKE BACK RETURN|MAIL|bove the fu|
+4487|113|10|2|49|49642.39|0.10|0.00|R|F|1993-06-13|1993-05-08|1993-07-10|COLLECT COD|FOB|sual packages should ha|
+4487|190|1|3|1|1090.19|0.02|0.07|A|F|1993-05-11|1993-05-23|1993-05-17|TAKE BACK RETURN|FOB|ithely final asym|
+4487|93|4|4|25|24827.25|0.07|0.03|A|F|1993-03-09|1993-04-27|1993-03-30|COLLECT COD|RAIL|g the final instructions. slyly c|
+4512|162|1|1|30|31864.80|0.07|0.07|N|O|1996-01-28|1995-12-22|1996-02-22|TAKE BACK RETURN|TRUCK|ly unusual package|
+4512|41|4|2|24|22584.96|0.04|0.06|N|O|1995-12-16|1996-01-16|1995-12-25|NONE|SHIP|ly regular pinto beans. carefully bold depo|
+4512|145|8|3|21|21947.94|0.00|0.00|N|O|1995-10-31|1995-12-30|1995-11-15|NONE|REG AIR|lly unusual pinto b|
+4512|141|2|4|32|33316.48|0.10|0.01|N|O|1995-11-25|1995-12-28|1995-12-06|NONE|FOB|counts are against the quickly regular |
+4512|133|4|5|43|44424.59|0.06|0.00|N|O|1995-12-20|1995-11-28|1996-01-14|NONE|AIR|are carefully. theodolites wake|
+4513|170|1|1|29|31034.93|0.03|0.01|N|O|1996-05-18|1996-05-23|1996-06-08|NONE|REG AIR|cajole. regular packages boost. s|
+4513|70|9|2|39|37832.73|0.01|0.04|N|O|1996-06-25|1996-05-14|1996-07-24|NONE|MAIL|slyly furiously unusual deposits. blit|
+4513|138|4|3|34|35296.42|0.00|0.03|N|O|1996-03-27|1996-06-12|1996-04-06|DELIVER IN PERSON|SHIP|sits. quickly even instructions |
+4513|192|6|4|13|14198.47|0.08|0.08|N|O|1996-04-12|1996-05-19|1996-04-25|DELIVER IN PERSON|AIR|l, final excuses detect furi|
+4514|164|9|1|27|28732.32|0.06|0.06|R|F|1994-07-01|1994-07-13|1994-07-26|COLLECT COD|AIR| even, silent foxes be|
+4514|46|3|2|15|14190.60|0.10|0.04|R|F|1994-08-24|1994-07-11|1994-09-14|DELIVER IN PERSON|RAIL|! unusual, special deposits afte|
+4514|78|8|3|10|9780.70|0.09|0.05|A|F|1994-06-19|1994-06-25|1994-07-01|COLLECT COD|SHIP|ake furiously. carefully regular requests|
+4514|81|2|4|9|8829.72|0.10|0.03|A|F|1994-08-04|1994-07-01|1994-09-01|DELIVER IN PERSON|REG AIR|wly. quick|
+4514|149|8|5|12|12589.68|0.02|0.03|R|F|1994-08-20|1994-06-09|1994-09-15|TAKE BACK RETURN|FOB| carefully ironic foxes nag caref|
+4514|189|10|6|38|41388.84|0.03|0.05|A|F|1994-07-28|1994-07-06|1994-08-25|NONE|AIR|ending excuses. sl|
+4514|177|8|7|27|29083.59|0.04|0.06|A|F|1994-06-24|1994-07-14|1994-06-30|TAKE BACK RETURN|TRUCK|. slyly sile|
+4515|39|10|1|15|14085.45|0.06|0.01|R|F|1992-05-26|1992-05-25|1992-06-03|NONE|SHIP|posits wake|
+4515|103|10|2|50|50155.00|0.06|0.03|A|F|1992-03-28|1992-05-16|1992-04-20|NONE|AIR|ding instructions again|
+4515|154|6|3|27|28462.05|0.09|0.01|A|F|1992-06-06|1992-06-08|1992-06-07|DELIVER IN PERSON|REG AIR| against the even re|
+4515|54|5|4|32|30529.60|0.06|0.03|R|F|1992-04-07|1992-05-11|1992-04-09|COLLECT COD|MAIL|carefully express depo|
+4515|45|8|5|22|20790.88|0.09|0.07|A|F|1992-07-16|1992-05-07|1992-07-23|NONE|SHIP|le quickly above the even, bold ideas.|
+4515|180|8|6|23|24844.14|0.04|0.00|R|F|1992-05-23|1992-06-15|1992-06-20|TAKE BACK RETURN|FOB|ns. bold r|
+4516|170|9|1|34|36385.78|0.05|0.04|A|F|1994-05-16|1994-06-23|1994-06-12|NONE|SHIP|even pinto beans wake qui|
+4517|43|4|1|50|47152.00|0.01|0.02|N|O|1998-06-08|1998-04-18|1998-06-20|DELIVER IN PERSON|MAIL|refully pending acco|
+4518|144|7|1|9|9397.26|0.09|0.04|N|O|1997-06-26|1997-07-07|1997-07-10|NONE|RAIL| pending deposits. slyly re|
+4518|45|6|2|19|17955.76|0.10|0.05|N|O|1997-08-09|1997-06-06|1997-08-27|COLLECT COD|RAIL|ter the slyly bo|
+4519|55|3|1|30|28651.50|0.09|0.07|R|F|1993-04-11|1993-06-05|1993-04-22|DELIVER IN PERSON|REG AIR|totes. slyly bold somas after the |
+4519|191|3|2|37|40374.03|0.06|0.08|R|F|1993-07-22|1993-06-16|1993-08-19|COLLECT COD|AIR|ly slyly furious depth|
+4544|131|7|1|40|41245.20|0.07|0.01|N|O|1997-08-15|1997-10-16|1997-08-20|DELIVER IN PERSON|RAIL| detect slyly. evenly pending instru|
+4544|172|2|2|19|20371.23|0.08|0.01|N|O|1997-08-14|1997-09-08|1997-08-25|NONE|SHIP|regular ideas are furiously about|
+4544|71|9|3|20|19421.40|0.02|0.07|N|O|1997-10-12|1997-10-11|1997-10-13|COLLECT COD|REG AIR| waters about the|
+4544|51|6|4|39|37090.95|0.07|0.05|N|O|1997-08-20|1997-09-07|1997-08-27|COLLECT COD|REG AIR|ular packages. s|
+4544|133|4|5|31|32027.03|0.09|0.03|N|O|1997-08-09|1997-09-29|1997-08-17|COLLECT COD|TRUCK|dolites detect quickly reg|
+4544|27|8|6|8|7416.16|0.10|0.03|N|O|1997-10-13|1997-10-06|1997-10-25|COLLECT COD|AIR|olites. fi|
+4545|173|1|1|38|40780.46|0.06|0.06|R|F|1993-01-27|1993-03-01|1993-02-04|NONE|TRUCK|nts serve according to th|
+4545|63|4|2|27|26002.62|0.01|0.06|R|F|1993-02-07|1993-02-18|1993-02-18|NONE|FOB|ously bold asymptotes! blithely pen|
+4545|87|8|3|9|8883.72|0.10|0.06|R|F|1993-03-20|1993-02-23|1993-04-11|TAKE BACK RETURN|AIR|xpress accounts|
+4545|64|9|4|2|1928.12|0.10|0.00|R|F|1993-04-16|1993-04-17|1993-05-03|NONE|REG AIR|ages use. slyly even i|
+4545|117|1|5|27|27461.97|0.08|0.05|A|F|1993-03-18|1993-02-22|1993-03-23|NONE|RAIL|ccounts haggle carefully. deposits |
+4545|109|2|6|8|8072.80|0.03|0.02|A|F|1993-05-01|1993-03-12|1993-05-15|NONE|FOB| boost slyly. slyly|
+4545|9|2|7|36|32724.00|0.10|0.04|R|F|1993-01-28|1993-03-30|1993-02-04|DELIVER IN PERSON|SHIP|sublate slyly. furiously ironic accounts b|
+4546|133|4|1|10|10331.30|0.09|0.02|N|O|1995-09-23|1995-10-10|1995-10-23|COLLECT COD|TRUCK|osits alongside of the|
+4546|171|10|2|15|16067.55|0.04|0.07|N|O|1995-07-31|1995-10-17|1995-08-06|NONE|REG AIR|ught to cajole furiously. qu|
+4546|77|8|3|4|3908.28|0.06|0.08|N|O|1995-08-14|1995-10-07|1995-08-16|COLLECT COD|MAIL|kly pending dependencies along the furio|
+4546|149|6|4|10|10491.40|0.08|0.02|N|O|1995-09-02|1995-09-16|1995-09-10|DELIVER IN PERSON|FOB|above the enticingly ironic dependencies|
+4547|188|9|1|15|16322.70|0.10|0.04|A|F|1993-12-08|1993-11-15|1993-12-22|NONE|REG AIR|ets haggle. regular dinos affix fu|
+4547|116|10|2|7|7112.77|0.10|0.02|A|F|1993-09-04|1993-09-29|1993-09-20|COLLECT COD|RAIL|slyly express a|
+4547|45|2|3|15|14175.60|0.00|0.00|R|F|1993-11-18|1993-10-06|1993-12-13|NONE|TRUCK|e carefully across the unus|
+4547|148|7|4|15|15722.10|0.05|0.08|R|F|1993-11-29|1993-10-12|1993-12-29|COLLECT COD|REG AIR|ironic gifts integrate |
+4548|14|8|1|21|19194.21|0.10|0.05|N|O|1996-07-11|1996-09-04|1996-07-30|COLLECT COD|REG AIR|pecial theodoli|
+4548|47|10|2|17|16099.68|0.00|0.08|N|O|1996-07-23|1996-09-21|1996-07-26|DELIVER IN PERSON|REG AIR|y ironic requests above the fluffily d|
+4548|123|2|3|47|48086.64|0.05|0.04|N|O|1996-07-24|1996-09-12|1996-08-08|NONE|MAIL|ts. excuses use slyly spec|
+4548|177|6|4|22|23697.74|0.07|0.01|N|O|1996-07-06|1996-08-23|1996-07-15|DELIVER IN PERSON|RAIL|s. furiously ironic theodolites c|
+4548|45|4|5|36|34021.44|0.04|0.06|N|O|1996-08-19|1996-09-12|1996-09-08|COLLECT COD|FOB|tions integrat|
+4549|159|1|1|44|46602.60|0.08|0.00|N|O|1998-03-13|1998-04-15|1998-03-27|TAKE BACK RETURN|TRUCK|ding to the regular, silent requests|
+4549|89|10|2|1|989.08|0.05|0.08|N|O|1998-05-04|1998-04-11|1998-05-14|TAKE BACK RETURN|AIR| requests wake. furiously even |
+4550|150|7|1|9|9451.35|0.05|0.06|R|F|1995-04-19|1995-02-07|1995-04-24|COLLECT COD|SHIP|l dependencies boost slyly after th|
+4550|66|5|2|19|18355.14|0.06|0.04|A|F|1995-01-01|1995-02-13|1995-01-20|NONE|AIR|quests. express |
+4551|11|1|1|6|5466.06|0.08|0.08|N|O|1996-05-18|1996-04-23|1996-06-13|DELIVER IN PERSON|TRUCK|fily silent fo|
+4551|179|8|2|26|28058.42|0.02|0.04|N|O|1996-04-14|1996-04-26|1996-04-17|TAKE BACK RETURN|RAIL|le. carefully dogged accounts use furiousl|
+4551|22|1|3|22|20284.44|0.08|0.01|N|O|1996-05-12|1996-03-17|1996-05-29|TAKE BACK RETURN|REG AIR|ly ironic reques|
+4551|198|10|4|27|29651.13|0.00|0.01|N|O|1996-04-28|1996-03-22|1996-05-22|TAKE BACK RETURN|RAIL|y along the slyly even |
+4576|90|1|1|5|4950.45|0.09|0.03|N|O|1996-08-23|1996-11-08|1996-09-20|TAKE BACK RETURN|AIR|ly express, special asymptote|
+4576|58|9|2|43|41196.15|0.08|0.06|N|O|1996-10-24|1996-09-23|1996-11-10|NONE|SHIP|ly final deposits. never|
+4576|42|1|3|14|13188.56|0.09|0.01|N|O|1996-09-12|1996-09-30|1996-09-24|COLLECT COD|MAIL|detect slyly.|
+4577|185|6|1|43|46662.74|0.01|0.03|N|O|1998-06-16|1998-07-09|1998-06-17|TAKE BACK RETURN|AIR|packages. |
+4577|177|6|2|43|46318.31|0.05|0.03|N|O|1998-08-24|1998-06-02|1998-09-14|TAKE BACK RETURN|RAIL|ly accounts. carefully |
+4577|69|6|3|12|11628.72|0.07|0.05|N|O|1998-07-29|1998-06-17|1998-08-04|DELIVER IN PERSON|TRUCK|equests alongsi|
+4578|74|2|1|10|9740.70|0.09|0.06|R|F|1993-01-01|1992-11-19|1993-01-28|TAKE BACK RETURN|REG AIR|uests. blithely unus|
+4578|169|10|2|42|44904.72|0.06|0.00|R|F|1993-01-05|1992-11-06|1993-01-13|DELIVER IN PERSON|FOB|s are caref|
+4578|179|8|3|15|16187.55|0.01|0.01|R|F|1992-10-23|1992-11-22|1992-11-09|DELIVER IN PERSON|REG AIR|gular theodo|
+4578|139|10|4|7|7273.91|0.09|0.08|A|F|1992-12-07|1992-11-27|1993-01-05|TAKE BACK RETURN|SHIP|odolites. carefully unusual ideas accor|
+4578|163|2|5|20|21263.20|0.04|0.02|A|F|1993-01-11|1992-11-09|1993-01-23|TAKE BACK RETURN|RAIL|iously pending theodolites--|
+4579|175|4|1|14|15052.38|0.02|0.02|N|O|1996-02-01|1996-01-08|1996-02-08|TAKE BACK RETURN|MAIL|nding theodolites. fluffil|
+4579|42|3|2|28|26377.12|0.02|0.05|N|O|1996-01-22|1996-02-13|1996-02-03|DELIVER IN PERSON|RAIL|slyly across the |
+4579|178|9|3|34|36657.78|0.05|0.02|N|O|1996-02-26|1996-02-22|1996-03-16|COLLECT COD|MAIL|hely. carefully blithe dependen|
+4579|120|1|4|8|8160.96|0.05|0.06|N|O|1995-12-16|1996-01-15|1995-12-18|TAKE BACK RETURN|AIR|posits. carefully perman|
+4580|92|5|1|22|21825.98|0.01|0.05|A|F|1994-01-16|1994-01-26|1994-02-05|COLLECT COD|AIR|nticingly final packag|
+4580|32|3|2|10|9320.30|0.05|0.04|R|F|1993-12-20|1993-12-30|1994-01-17|COLLECT COD|RAIL|gular, pending deposits. fina|
+4580|1|8|3|41|36941.00|0.00|0.07|R|F|1993-12-13|1994-01-31|1994-01-06|NONE|SHIP|requests. quickly silent asymptotes sle|
+4580|178|8|4|5|5390.85|0.07|0.00|A|F|1994-01-28|1993-12-17|1994-02-22|NONE|TRUCK|o beans. f|
+4580|189|10|5|39|42478.02|0.03|0.02|R|F|1993-12-28|1993-12-26|1994-01-23|NONE|RAIL|. fluffily final dolphins use furiously al|
+4581|165|4|1|37|39410.92|0.01|0.04|A|F|1992-10-17|1992-11-05|1992-11-04|DELIVER IN PERSON|MAIL|e the blithely bold pearls ha|
+4581|50|3|2|7|6650.35|0.01|0.02|A|F|1992-10-09|1992-10-20|1992-10-21|TAKE BACK RETURN|MAIL|express accounts d|
+4581|21|10|3|46|42366.92|0.04|0.04|A|F|1992-09-09|1992-11-27|1992-09-26|NONE|REG AIR|nag toward the carefully final accounts. |
+4582|192|5|1|17|18567.23|0.09|0.08|N|O|1996-08-17|1996-08-26|1996-08-20|COLLECT COD|REG AIR|ng packages. depo|
+4583|141|2|1|17|17699.38|0.01|0.05|A|F|1994-11-08|1994-11-03|1994-11-29|COLLECT COD|MAIL|romise. reques|
+4583|187|8|2|43|46748.74|0.04|0.04|A|F|1994-10-30|1994-12-17|1994-11-16|COLLECT COD|RAIL|fully after the speci|
+4583|196|10|3|28|30693.32|0.00|0.07|A|F|1994-10-29|1994-11-21|1994-11-28|NONE|SHIP|to beans haggle sly|
+4583|173|4|4|27|28975.59|0.08|0.03|R|F|1995-01-11|1994-12-24|1995-02-10|DELIVER IN PERSON|TRUCK| detect silent requests. furiously speci|
+4583|184|5|5|36|39030.48|0.09|0.06|A|F|1995-01-06|1994-11-25|1995-01-29|DELIVER IN PERSON|RAIL|ar requests haggle after the furiously |
+4583|122|7|6|14|14309.68|0.09|0.01|R|F|1994-11-17|1994-11-08|1994-11-21|DELIVER IN PERSON|AIR|detect. doggedly regular pi|
+4583|87|8|7|32|31586.56|0.04|0.00|A|F|1995-01-13|1994-10-29|1995-02-08|TAKE BACK RETURN|RAIL|across the pinto beans-- quickly|
+4608|173|1|1|30|32195.10|0.08|0.05|R|F|1994-10-08|1994-07-18|1994-10-25|DELIVER IN PERSON|SHIP|s cajole. slyly |
+4608|47|8|2|50|47352.00|0.06|0.01|A|F|1994-07-25|1994-09-01|1994-08-10|NONE|FOB| theodolites|
+4608|79|9|3|50|48953.50|0.03|0.01|A|F|1994-08-04|1994-09-10|1994-08-13|COLLECT COD|TRUCK| wake closely. even decoys haggle above|
+4608|31|2|4|36|33517.08|0.05|0.06|R|F|1994-10-04|1994-08-02|1994-10-21|COLLECT COD|FOB|ages wake quickly slyly iron|
+4609|47|6|1|28|26517.12|0.10|0.05|N|O|1997-02-02|1997-02-17|1997-03-02|DELIVER IN PERSON|REG AIR|ously. quickly final requests cajole fl|
+4609|185|6|2|3|3255.54|0.09|0.03|N|O|1996-12-28|1997-02-06|1997-01-20|NONE|FOB|nstructions. furious instructions |
+4609|23|4|3|46|42458.92|0.05|0.05|N|O|1997-02-11|1997-01-16|1997-03-07|NONE|FOB|r foxes. fluffily ironic ideas ha|
+4610|87|8|1|21|20728.68|0.07|0.07|R|F|1993-08-10|1993-08-05|1993-08-27|NONE|REG AIR|ly special theodolites. even,|
+4610|175|5|2|14|15052.38|0.00|0.07|R|F|1993-07-28|1993-07-25|1993-07-31|TAKE BACK RETURN|SHIP| ironic frays. dependencies detect blithel|
+4610|159|1|3|44|46602.60|0.05|0.03|A|F|1993-08-05|1993-07-20|1993-08-19|COLLECT COD|TRUCK| final theodolites |
+4610|75|3|4|26|25351.82|0.06|0.03|R|F|1993-07-01|1993-07-19|1993-07-19|NONE|MAIL| to the fluffily ironic requests h|
+4610|147|8|5|29|30367.06|0.08|0.04|R|F|1993-08-09|1993-07-27|1993-08-16|DELIVER IN PERSON|AIR| foxes. special, express package|
+4611|52|7|1|47|44746.35|0.09|0.06|A|F|1993-03-05|1993-03-01|1993-03-17|COLLECT COD|TRUCK|iously. furiously regular|
+4611|35|6|2|31|28985.93|0.04|0.02|A|F|1993-01-28|1993-02-14|1993-01-29|TAKE BACK RETURN|AIR| final pinto beans. permanent, sp|
+4611|82|3|3|50|49104.00|0.08|0.01|R|F|1993-01-22|1993-03-30|1993-02-16|TAKE BACK RETURN|AIR|l platelets. |
+4611|71|9|4|48|46611.36|0.02|0.08|R|F|1993-02-28|1993-02-12|1993-03-01|COLLECT COD|AIR|ular accounts |
+4612|6|9|1|20|18120.00|0.02|0.03|R|F|1993-09-24|1993-12-18|1993-10-22|NONE|AIR|beans sleep blithely iro|
+4612|50|7|2|17|16150.85|0.10|0.06|A|F|1994-01-09|1993-11-08|1994-02-06|TAKE BACK RETURN|REG AIR|equests haggle carefully silent excus|
+4612|137|8|3|40|41485.20|0.08|0.01|R|F|1993-10-08|1993-11-23|1993-10-24|DELIVER IN PERSON|RAIL|special platelets.|
+4612|185|6|4|10|10851.80|0.10|0.06|A|F|1993-11-11|1993-11-19|1993-11-13|TAKE BACK RETURN|SHIP|unusual theodol|
+4613|38|9|1|17|15946.51|0.09|0.07|N|O|1998-06-07|1998-05-11|1998-06-29|DELIVER IN PERSON|SHIP|liers cajole a|
+4613|108|1|2|25|25202.50|0.05|0.04|N|O|1998-05-22|1998-04-11|1998-05-27|TAKE BACK RETURN|SHIP|y pending platelets x-ray ironically! pend|
+4613|174|3|3|15|16112.55|0.10|0.02|N|O|1998-05-31|1998-04-16|1998-06-25|DELIVER IN PERSON|MAIL|against the quickly r|
+4613|8|1|4|36|32688.00|0.04|0.01|N|O|1998-04-22|1998-05-05|1998-05-04|DELIVER IN PERSON|AIR|gainst the furiously ironic|
+4613|111|8|5|35|35388.85|0.04|0.06|N|O|1998-06-04|1998-04-17|1998-06-20|COLLECT COD|MAIL|e blithely against the even, bold pi|
+4613|196|8|6|47|51520.93|0.04|0.04|N|O|1998-07-03|1998-05-26|1998-07-09|NONE|FOB|uriously special requests wak|
+4613|119|3|7|39|39745.29|0.09|0.05|N|O|1998-06-12|1998-06-01|1998-07-06|DELIVER IN PERSON|REG AIR|ously express|
+4614|7|2|1|19|17233.00|0.09|0.08|N|O|1996-05-17|1996-06-21|1996-06-08|TAKE BACK RETURN|AIR|ix. carefully regular |
+4614|65|6|2|3|2895.18|0.08|0.01|N|O|1996-07-22|1996-07-21|1996-08-07|NONE|MAIL|ions engage final, ironic |
+4614|8|1|3|36|32688.00|0.10|0.04|N|O|1996-07-05|1996-06-26|1996-07-07|NONE|REG AIR|onic foxes affix furi|
+4614|126|9|4|6|6156.72|0.09|0.01|N|O|1996-06-11|1996-05-30|1996-07-03|COLLECT COD|REG AIR|ake quickly quickly regular epitap|
+4614|73|3|5|24|23353.68|0.07|0.06|N|O|1996-07-01|1996-06-24|1996-07-08|COLLECT COD|REG AIR|regular, even|
+4614|34|5|6|32|29888.96|0.10|0.05|N|O|1996-08-21|1996-05-28|1996-09-16|NONE|REG AIR|ickly furio|
+4614|128|1|7|41|42152.92|0.01|0.07|N|O|1996-07-31|1996-07-12|1996-08-16|COLLECT COD|REG AIR|ackages haggle carefully about the even, b|
+4615|92|4|1|10|9920.90|0.02|0.08|A|F|1993-11-20|1993-10-05|1993-12-08|DELIVER IN PERSON|AIR|sits. slyly express deposits are|
+4640|88|9|1|5|4940.40|0.03|0.08|N|O|1996-02-05|1996-02-14|1996-02-15|TAKE BACK RETURN|RAIL| warthogs against the regular|
+4640|88|9|2|9|8892.72|0.03|0.05|N|O|1996-02-12|1996-02-14|1996-02-29|DELIVER IN PERSON|AIR| accounts. unu|
+4640|27|10|3|18|16686.36|0.02|0.07|N|O|1996-02-28|1996-03-06|1996-03-28|DELIVER IN PERSON|RAIL|boost furiously accord|
+4640|23|2|4|36|33228.72|0.06|0.08|N|O|1996-01-03|1996-03-09|1996-01-11|DELIVER IN PERSON|RAIL|iously furious accounts boost. carefully|
+4640|156|1|5|15|15842.25|0.03|0.02|N|O|1996-03-19|1996-02-09|1996-04-11|TAKE BACK RETURN|FOB|y regular instructions doze furiously. reg|
+4641|190|1|1|45|49058.55|0.07|0.03|R|F|1993-05-11|1993-04-19|1993-05-21|DELIVER IN PERSON|MAIL| about the close |
+4641|95|7|2|39|38808.51|0.06|0.00|R|F|1993-02-10|1993-03-06|1993-02-15|TAKE BACK RETURN|REG AIR| the bold reque|
+4641|36|7|3|15|14040.45|0.01|0.08|R|F|1993-01-25|1993-04-09|1993-02-05|TAKE BACK RETURN|AIR|s. carefully even exc|
+4642|194|7|1|11|12036.09|0.04|0.07|A|F|1995-05-23|1995-04-26|1995-06-04|COLLECT COD|TRUCK|lithely express asympt|
+4642|180|10|2|34|36726.12|0.04|0.07|R|F|1995-04-01|1995-05-11|1995-04-23|COLLECT COD|SHIP|theodolites detect among the ironically sp|
+4642|21|2|3|10|9210.20|0.04|0.02|R|F|1995-04-16|1995-04-28|1995-04-24|COLLECT COD|RAIL|urts. even deposits nag beneath |
+4642|94|7|4|18|17893.62|0.00|0.04|N|F|1995-06-16|1995-04-16|1995-06-21|NONE|TRUCK|ily pending accounts hag|
+4642|179|10|5|41|44245.97|0.10|0.00|R|F|1995-04-08|1995-04-13|1995-05-01|DELIVER IN PERSON|MAIL|s are blithely. requests wake above the fur|
+4643|185|6|1|50|54259.00|0.08|0.05|N|O|1995-09-11|1995-08-13|1995-09-30|DELIVER IN PERSON|SHIP|. ironic deposits cajo|
+4644|177|7|1|4|4308.68|0.06|0.03|N|O|1998-05-06|1998-03-19|1998-05-28|NONE|MAIL|gular requests? pendi|
+4644|97|8|2|16|15953.44|0.03|0.04|N|O|1998-03-13|1998-02-21|1998-04-03|COLLECT COD|SHIP|lar excuses across the |
+4644|115|9|3|10|10151.10|0.02|0.02|N|O|1998-02-21|1998-02-28|1998-03-19|COLLECT COD|REG AIR|osits according to the|
+4644|154|2|4|45|47436.75|0.10|0.07|N|O|1998-02-02|1998-04-08|1998-02-15|COLLECT COD|SHIP| carefully a|
+4644|87|8|5|10|9870.80|0.08|0.08|N|O|1998-03-12|1998-03-11|1998-03-19|TAKE BACK RETURN|REG AIR| the slow, final fo|
+4645|50|7|1|45|42752.25|0.09|0.05|A|F|1994-12-27|1994-11-02|1994-12-31|DELIVER IN PERSON|AIR|ular ideas. slyly|
+4645|66|7|2|32|30913.92|0.10|0.08|A|F|1994-11-17|1994-10-30|1994-11-18|COLLECT COD|REG AIR| final accounts alongside|
+4645|54|5|3|25|23851.25|0.03|0.00|R|F|1994-10-25|1994-12-11|1994-11-14|NONE|REG AIR|braids. ironic dependencies main|
+4645|37|8|4|42|39355.26|0.10|0.02|R|F|1994-12-02|1994-12-18|1994-12-16|COLLECT COD|TRUCK|regular pinto beans amon|
+4645|161|10|5|35|37140.60|0.03|0.07|A|F|1994-12-08|1994-11-25|1994-12-09|TAKE BACK RETURN|FOB|sias believe bl|
+4645|42|9|6|27|25435.08|0.09|0.08|R|F|1994-11-26|1994-10-25|1994-12-04|NONE|SHIP|ously express pinto beans. ironic depos|
+4645|31|2|7|42|39103.26|0.10|0.06|A|F|1994-12-31|1994-10-22|1995-01-28|DELIVER IN PERSON|AIR|e slyly regular pinto beans. thin|
+4646|191|3|1|24|26188.56|0.02|0.05|N|O|1996-09-18|1996-08-09|1996-09-21|TAKE BACK RETURN|RAIL|ic platelets lose carefully. blithely unu|
+4646|178|6|2|26|28032.42|0.07|0.00|N|O|1996-10-02|1996-08-25|1996-10-27|DELIVER IN PERSON|MAIL|ix according to the slyly spe|
+4646|34|10|3|18|16812.54|0.01|0.00|N|O|1996-06-30|1996-08-10|1996-07-12|TAKE BACK RETURN|TRUCK|beans sleep car|
+4646|40|1|4|38|35721.52|0.08|0.01|N|O|1996-09-01|1996-08-23|1996-09-27|COLLECT COD|SHIP|al platelets cajole. slyly final dol|
+4646|26|1|5|22|20372.44|0.01|0.08|N|O|1996-07-14|1996-08-06|1996-07-29|DELIVER IN PERSON|MAIL|cies are blithely after the slyly reg|
+4647|93|6|1|16|15889.44|0.09|0.07|R|F|1994-09-07|1994-07-15|1994-10-06|COLLECT COD|RAIL|o beans about the fluffily special the|
+4647|129|2|2|34|34990.08|0.01|0.02|R|F|1994-05-20|1994-06-20|1994-05-29|COLLECT COD|TRUCK|ly sly accounts|
+4647|147|8|3|27|28272.78|0.03|0.08|R|F|1994-05-20|1994-06-26|1994-05-30|NONE|FOB|ully even ti|
+4647|139|10|4|2|2078.26|0.04|0.07|R|F|1994-07-03|1994-07-22|1994-07-22|TAKE BACK RETURN|RAIL|dolites wake furiously special pinto be|
+4647|187|8|5|2|2174.36|0.07|0.06|A|F|1994-05-27|1994-08-05|1994-06-10|TAKE BACK RETURN|FOB| pinto beans believe furiously slyly silent|
+4647|29|4|6|28|26012.56|0.02|0.03|A|F|1994-08-25|1994-08-06|1994-09-18|DELIVER IN PERSON|FOB| are above the fluffily fin|
+4672|59|7|1|22|21099.10|0.01|0.07|N|O|1995-12-03|1995-12-08|1995-12-17|COLLECT COD|AIR|l instructions. blithely ironic packages |
+4672|61|10|2|41|39403.46|0.00|0.00|N|O|1995-12-01|1995-12-15|1995-12-12|COLLECT COD|RAIL| slyly quie|
+4672|163|10|3|24|25515.84|0.04|0.03|N|O|1995-11-11|1995-12-28|1995-12-04|NONE|REG AIR|y fluffily stealt|
+4672|57|2|4|13|12441.65|0.10|0.03|N|O|1996-02-02|1995-12-13|1996-03-02|DELIVER IN PERSON|RAIL|ar requests? pending accounts against|
+4672|55|10|5|45|42977.25|0.08|0.07|N|O|1996-02-07|1996-01-16|1996-02-14|DELIVER IN PERSON|MAIL| platelets use amon|
+4672|141|8|6|20|20822.80|0.02|0.07|N|O|1995-12-08|1996-01-25|1995-12-19|COLLECT COD|REG AIR|s boost at the ca|
+4672|72|10|7|38|36938.66|0.01|0.01|N|O|1995-11-28|1995-12-08|1995-12-13|COLLECT COD|SHIP|ests. idle, regular ex|
+4673|17|8|1|8|7336.08|0.08|0.01|N|O|1996-10-12|1996-10-05|1996-11-04|TAKE BACK RETURN|FOB|lithely final re|
+4673|101|2|2|44|44048.40|0.06|0.01|N|O|1996-12-11|1996-10-31|1997-01-08|DELIVER IN PERSON|RAIL| gifts cajole dari|
+4673|123|2|3|9|9208.08|0.04|0.07|N|O|1996-10-15|1996-09-30|1996-10-30|DELIVER IN PERSON|MAIL|ages nag across |
+4674|150|7|1|50|52507.50|0.07|0.08|A|F|1994-05-13|1994-06-15|1994-06-05|COLLECT COD|RAIL|haggle about the blithel|
+4674|189|10|2|35|38121.30|0.02|0.05|A|F|1994-08-02|1994-06-04|1994-08-21|COLLECT COD|FOB|le quickly after the express sent|
+4674|111|5|3|3|3033.33|0.01|0.05|A|F|1994-07-19|1994-05-28|1994-07-23|TAKE BACK RETURN|RAIL| regular requests na|
+4674|13|7|4|21|19173.21|0.02|0.08|R|F|1994-05-08|1994-07-02|1994-06-04|COLLECT COD|RAIL|ent accounts sublate deposits. instruc|
+4675|171|2|1|6|6427.02|0.00|0.05|R|F|1994-01-22|1994-01-06|1994-02-12|TAKE BACK RETURN|TRUCK| unusual ideas thrash bl|
+4675|144|7|2|12|12529.68|0.00|0.04|A|F|1993-12-22|1994-01-12|1993-12-23|TAKE BACK RETURN|AIR|posits affix carefully|
+4675|181|2|3|5|5405.90|0.05|0.05|A|F|1994-01-16|1994-01-05|1994-01-18|DELIVER IN PERSON|RAIL|lent pinto beans|
+4675|34|10|4|26|24284.78|0.03|0.01|A|F|1993-12-16|1993-12-29|1993-12-23|DELIVER IN PERSON|SHIP|nts. express requests are quickly |
+4675|81|2|5|18|17659.44|0.01|0.08|R|F|1994-02-23|1994-01-18|1994-03-05|TAKE BACK RETURN|FOB|cajole unusual dep|
+4675|119|10|6|1|1019.11|0.10|0.06|R|F|1994-03-18|1994-02-14|1994-04-17|NONE|SHIP|unts. caref|
+4676|165|2|1|47|50062.52|0.03|0.06|N|O|1995-12-20|1995-10-04|1996-01-09|NONE|AIR|lithely about the carefully special requ|
+4676|6|1|2|33|29898.00|0.08|0.05|N|O|1995-12-29|1995-10-01|1996-01-18|TAKE BACK RETURN|FOB|yly express |
+4676|146|3|3|4|4184.56|0.10|0.06|N|O|1995-12-12|1995-10-22|1995-12-13|TAKE BACK RETURN|TRUCK|detect above the ironic platelets. fluffily|
+4676|111|2|4|50|50555.50|0.07|0.01|N|O|1995-09-20|1995-11-20|1995-10-18|TAKE BACK RETURN|AIR|r deposits boost boldly quickly quick asymp|
+4676|122|7|5|29|29641.48|0.01|0.02|N|O|1995-12-29|1995-11-12|1996-01-06|TAKE BACK RETURN|RAIL|ly regular theodolites sleep.|
+4676|46|7|6|8|7568.32|0.08|0.08|N|O|1995-12-05|1995-10-18|1996-01-02|COLLECT COD|AIR|cuses boost above|
+4676|64|1|7|13|12532.78|0.05|0.07|N|O|1995-11-18|1995-11-07|1995-12-10|TAKE BACK RETURN|TRUCK| at the slyly bold attainments. silently e|
+4677|128|3|1|25|25703.00|0.04|0.04|N|O|1998-04-11|1998-05-11|1998-04-18|TAKE BACK RETURN|REG AIR|unts doubt furiousl|
+4678|58|6|1|35|33531.75|0.04|0.08|N|O|1998-11-27|1998-10-02|1998-12-17|TAKE BACK RETURN|AIR|he accounts. fluffily bold sheaves b|
+4678|117|1|2|18|18307.98|0.03|0.06|N|O|1998-10-30|1998-09-22|1998-11-25|TAKE BACK RETURN|SHIP|usly ironic |
+4678|96|9|3|13|12949.17|0.10|0.07|N|O|1998-11-03|1998-10-17|1998-11-06|TAKE BACK RETURN|SHIP|its. carefully final fr|
+4678|22|1|4|23|21206.46|0.06|0.05|N|O|1998-09-03|1998-09-20|1998-09-04|DELIVER IN PERSON|SHIP|ily sly deposi|
+4678|178|9|5|40|43126.80|0.03|0.07|N|O|1998-11-11|1998-10-27|1998-11-24|TAKE BACK RETURN|AIR|. final, unusual requests sleep thinl|
+4679|190|1|1|7|7631.33|0.10|0.05|R|F|1993-05-11|1993-04-11|1993-05-16|NONE|TRUCK|kages. bold, regular packa|
+4704|78|6|1|14|13692.98|0.04|0.04|N|O|1996-10-27|1996-11-02|1996-11-07|DELIVER IN PERSON|TRUCK| above the slyly final requests. quickly |
+4704|28|3|2|7|6496.14|0.03|0.04|N|O|1996-12-04|1996-10-30|1996-12-23|DELIVER IN PERSON|SHIP|ers wake car|
+4704|64|5|3|44|42418.64|0.02|0.05|N|O|1996-09-02|1996-10-07|1996-09-17|DELIVER IN PERSON|REG AIR|out the care|
+4705|111|8|1|22|22244.42|0.04|0.04|R|F|1992-07-05|1992-05-11|1992-07-29|DELIVER IN PERSON|SHIP| fluffily pending accounts ca|
+4705|31|7|2|14|13034.42|0.00|0.08|R|F|1992-07-14|1992-05-23|1992-07-25|DELIVER IN PERSON|TRUCK|ain carefully amon|
+4705|56|1|3|16|15296.80|0.07|0.08|R|F|1992-07-02|1992-06-06|1992-07-06|DELIVER IN PERSON|RAIL|special ideas nag sl|
+4705|130|3|4|31|31934.03|0.03|0.03|R|F|1992-04-03|1992-05-30|1992-04-05|COLLECT COD|TRUCK|furiously final accou|
+4705|163|10|5|28|29768.48|0.10|0.01|A|F|1992-06-03|1992-06-07|1992-06-22|DELIVER IN PERSON|MAIL|tes wake according to the unusual plate|
+4705|184|5|6|23|24936.14|0.06|0.03|R|F|1992-06-22|1992-06-11|1992-07-18|DELIVER IN PERSON|MAIL| above the furiously ev|
+4705|89|10|7|40|39563.20|0.08|0.06|A|F|1992-04-19|1992-04-28|1992-05-07|COLLECT COD|TRUCK|blithely. sly|
+4706|182|3|1|37|40040.66|0.02|0.06|A|F|1993-02-20|1993-03-05|1993-03-03|DELIVER IN PERSON|TRUCK|kly final deposits c|
+4706|122|3|2|23|23508.76|0.03|0.01|A|F|1993-04-01|1993-03-13|1993-05-01|COLLECT COD|FOB|deas across t|
+4706|68|5|3|6|5808.36|0.01|0.04|R|F|1993-01-20|1993-03-18|1993-01-26|NONE|MAIL|efully eve|
+4706|116|10|4|5|5080.55|0.06|0.06|R|F|1993-02-14|1993-01-31|1993-02-26|NONE|REG AIR|ptotes haggle ca|
+4706|50|7|5|27|25651.35|0.06|0.08|A|F|1993-04-04|1993-03-11|1993-04-09|COLLECT COD|REG AIR|into beans. finally special instruct|
+4707|34|5|1|7|6538.21|0.02|0.05|R|F|1995-05-14|1995-04-06|1995-06-06|COLLECT COD|SHIP|ecial sheaves boost blithely accor|
+4707|136|7|2|49|50770.37|0.00|0.07|N|F|1995-06-17|1995-05-16|1995-06-25|COLLECT COD|FOB| alongside of the slyly ironic instructio|
+4708|191|4|1|18|19641.42|0.02|0.04|A|F|1994-11-11|1994-11-15|1994-11-26|NONE|REG AIR|special, eve|
+4708|75|3|2|5|4875.35|0.05|0.05|A|F|1994-10-15|1994-12-02|1994-11-12|COLLECT COD|MAIL|ely. carefully sp|
+4708|77|7|3|32|31266.24|0.04|0.07|A|F|1994-11-12|1994-11-14|1994-11-23|TAKE BACK RETURN|MAIL|the accounts. e|
+4709|25|6|1|25|23125.50|0.03|0.05|N|O|1996-02-21|1996-02-11|1996-03-17|DELIVER IN PERSON|AIR|deposits grow. fluffily unusual accounts |
+4709|177|5|2|25|26929.25|0.05|0.03|N|O|1996-01-22|1996-03-03|1996-02-21|DELIVER IN PERSON|REG AIR|inst the ironic, regul|
+4710|183|4|1|40|43327.20|0.10|0.08|A|F|1995-03-09|1995-02-25|1995-03-29|TAKE BACK RETURN|AIR|cross the blithely bold packages. silen|
+4710|128|3|2|47|48321.64|0.04|0.01|R|F|1995-02-22|1995-01-12|1995-02-28|NONE|RAIL|blithely express packages. even, ironic re|
+4711|133|4|1|7|7231.91|0.03|0.01|N|O|1998-05-12|1998-06-24|1998-05-24|COLLECT COD|MAIL|ly. bold accounts use fluff|
+4711|145|6|2|15|15677.10|0.08|0.07|N|O|1998-06-09|1998-07-30|1998-06-18|COLLECT COD|SHIP| beans wake. deposits could bo|
+4711|150|1|3|22|23103.30|0.02|0.03|N|O|1998-06-21|1998-06-18|1998-07-19|TAKE BACK RETURN|REG AIR|along the quickly careful packages. bli|
+4711|65|10|4|8|7720.48|0.07|0.00|N|O|1998-06-17|1998-06-13|1998-06-27|TAKE BACK RETURN|SHIP|g to the carefully ironic deposits. specia|
+4711|49|2|5|15|14235.60|0.05|0.01|N|O|1998-09-03|1998-07-15|1998-09-13|TAKE BACK RETURN|SHIP|ld requests: furiously final inst|
+4711|116|7|6|45|45724.95|0.05|0.06|N|O|1998-05-19|1998-07-14|1998-05-21|COLLECT COD|SHIP| ironic theodolites |
+4711|46|5|7|18|17028.72|0.05|0.04|N|O|1998-07-03|1998-07-31|1998-07-23|DELIVER IN PERSON|RAIL| blithely. bold asymptote|
+4736|196|10|1|26|28500.94|0.03|0.03|N|O|1996-02-02|1996-01-18|1996-02-09|DELIVER IN PERSON|AIR|efully speci|
+4736|4|1|2|43|38872.00|0.06|0.07|N|O|1996-02-05|1995-12-21|1996-02-06|COLLECT COD|MAIL|quests. carefully |
+4737|191|5|1|37|40374.03|0.03|0.04|R|F|1993-05-17|1993-04-10|1993-05-30|DELIVER IN PERSON|TRUCK|s. fluffily regular |
+4737|69|8|2|22|21319.32|0.04|0.04|A|F|1993-03-29|1993-05-22|1993-04-16|TAKE BACK RETURN|RAIL| hang fluffily around t|
+4738|187|8|1|9|9784.62|0.04|0.04|A|F|1992-06-01|1992-06-26|1992-06-02|COLLECT COD|TRUCK|posits serve slyly. unusual pint|
+4738|173|3|2|16|17170.72|0.07|0.08|A|F|1992-06-17|1992-06-20|1992-06-21|NONE|MAIL|nic deposits are slyly! carefu|
+4738|100|2|3|50|50005.00|0.04|0.02|A|F|1992-06-18|1992-07-04|1992-07-07|TAKE BACK RETURN|TRUCK|the blithely ironic braids sleep slyly|
+4738|29|4|4|22|20438.44|0.02|0.08|A|F|1992-05-25|1992-05-19|1992-06-12|COLLECT COD|SHIP|ld, even packages. furio|
+4738|187|8|5|13|14133.34|0.04|0.05|R|F|1992-05-30|1992-06-11|1992-06-26|COLLECT COD|AIR| wake. unusual platelets for the|
+4738|159|1|6|10|10591.50|0.10|0.01|R|F|1992-07-10|1992-06-16|1992-07-25|TAKE BACK RETURN|SHIP|hins above the|
+4738|83|4|7|28|27526.24|0.05|0.07|A|F|1992-06-09|1992-07-05|1992-06-25|NONE|AIR|e furiously ironic excuses. care|
+4739|168|9|1|8|8545.28|0.07|0.07|R|F|1993-06-22|1993-05-10|1993-07-11|TAKE BACK RETURN|SHIP|cording to the |
+4739|185|6|2|31|33640.58|0.09|0.06|R|F|1993-06-20|1993-05-18|1993-06-26|COLLECT COD|SHIP|blithely special pin|
+4739|100|4|3|30|30003.00|0.09|0.00|A|F|1993-05-29|1993-04-12|1993-06-18|NONE|TRUCK|ly even packages use across th|
+4740|3|4|1|22|19866.00|0.06|0.01|N|O|1996-10-04|1996-08-17|1996-10-05|TAKE BACK RETURN|RAIL|final dependencies nag |
+4740|153|5|2|24|25275.60|0.08|0.02|N|O|1996-09-10|1996-09-27|1996-10-07|TAKE BACK RETURN|TRUCK|hely regular deposits|
+4741|73|2|1|24|23353.68|0.00|0.01|A|F|1992-09-16|1992-09-19|1992-09-20|DELIVER IN PERSON|RAIL|deas boost furiously slyly regular id|
+4741|113|4|2|16|16209.76|0.01|0.07|R|F|1992-08-25|1992-08-10|1992-08-29|TAKE BACK RETURN|FOB|final foxes haggle r|
+4741|156|8|3|24|25347.60|0.05|0.08|A|F|1992-11-04|1992-08-14|1992-11-06|TAKE BACK RETURN|MAIL|even requests.|
+4741|51|3|4|39|37090.95|0.09|0.06|R|F|1992-10-28|1992-10-03|1992-11-11|COLLECT COD|SHIP|t, regular requests|
+4741|179|10|5|40|43166.80|0.09|0.03|R|F|1992-09-20|1992-09-23|1992-10-09|TAKE BACK RETURN|REG AIR| fluffily slow deposits. fluffily regu|
+4741|157|5|6|34|35943.10|0.02|0.07|R|F|1992-08-25|1992-08-18|1992-09-20|DELIVER IN PERSON|RAIL|sly special packages after the furiously|
+4742|156|4|1|32|33796.80|0.10|0.08|R|F|1995-04-04|1995-06-12|1995-04-19|COLLECT COD|RAIL|eposits boost blithely. carefully regular a|
+4742|155|7|2|29|30599.35|0.02|0.03|N|F|1995-06-15|1995-05-05|1995-06-24|COLLECT COD|REG AIR|integrate closely among t|
+4742|72|10|3|15|14581.05|0.06|0.04|N|O|1995-07-20|1995-05-26|1995-08-11|NONE|SHIP|terns are sl|
+4742|188|9|4|31|33733.58|0.05|0.08|N|F|1995-06-13|1995-05-08|1995-06-24|COLLECT COD|REG AIR|ke slyly among the furiousl|
+4742|100|1|5|45|45004.50|0.05|0.00|R|F|1995-05-12|1995-05-14|1995-06-07|TAKE BACK RETURN|RAIL|ke carefully. do|
+4743|60|5|1|19|18241.14|0.04|0.07|A|F|1993-06-23|1993-05-03|1993-07-20|COLLECT COD|AIR|hely even accounts|
+4743|159|4|2|3|3177.45|0.01|0.03|R|F|1993-04-14|1993-06-08|1993-05-09|NONE|TRUCK|al requests. express idea|
+4743|73|2|3|21|20434.47|0.08|0.03|A|F|1993-07-02|1993-06-15|1993-07-26|DELIVER IN PERSON|RAIL|ake blithely against the packages. reg|
+4743|34|5|4|27|25218.81|0.08|0.05|R|F|1993-07-26|1993-05-27|1993-08-24|DELIVER IN PERSON|AIR|aids use. express deposits|
+4768|36|7|1|5|4680.15|0.00|0.03|R|F|1993-12-27|1994-02-09|1994-01-11|NONE|MAIL|egular accounts. bravely final fra|
+4769|35|1|1|16|14960.48|0.08|0.05|N|O|1995-07-16|1995-07-05|1995-07-22|TAKE BACK RETURN|FOB| deposits. slyly even asymptote|
+4769|63|8|2|34|32744.04|0.06|0.07|N|O|1995-07-26|1995-05-18|1995-08-03|COLLECT COD|REG AIR|ven instructions. ca|
+4769|47|10|3|36|34093.44|0.10|0.03|N|O|1995-07-22|1995-06-16|1995-08-11|NONE|RAIL|. slyly even deposit|
+4769|69|10|4|45|43607.70|0.08|0.06|R|F|1995-06-01|1995-07-13|1995-06-04|TAKE BACK RETURN|RAIL|accounts are. even accounts sleep|
+4769|112|6|5|15|15181.65|0.07|0.08|N|F|1995-06-12|1995-07-07|1995-07-04|NONE|SHIP|egular platelets can cajole across the |
+4770|32|8|1|41|38213.23|0.00|0.08|N|O|1995-09-04|1995-08-08|1995-09-10|COLLECT COD|FOB|ithely even packages sleep caref|
+4770|157|5|2|30|31714.50|0.09|0.07|N|O|1995-08-25|1995-08-27|1995-09-07|COLLECT COD|SHIP|ffily carefully ironic ideas. ironic d|
+4771|49|10|1|9|8541.36|0.01|0.00|R|F|1993-02-28|1993-02-19|1993-03-25|NONE|FOB|riously after the packages. fina|
+4771|16|7|2|21|19236.21|0.09|0.01|R|F|1993-01-19|1993-02-10|1993-02-01|NONE|FOB|fluffily pendi|
+4771|12|3|3|5|4560.05|0.06|0.08|R|F|1993-01-07|1993-01-19|1993-01-26|NONE|RAIL|ar, quiet accounts nag furiously express id|
+4771|9|4|4|21|19089.00|0.05|0.04|A|F|1992-12-20|1993-01-22|1992-12-26|TAKE BACK RETURN|SHIP| carefully re|
+4772|87|8|1|1|987.08|0.10|0.00|R|F|1994-11-13|1994-10-25|1994-11-15|DELIVER IN PERSON|AIR|ans. slyly even acc|
+4772|146|9|2|16|16738.24|0.07|0.06|R|F|1994-10-27|1994-12-07|1994-10-29|TAKE BACK RETURN|MAIL|egular accounts wake s|
+4772|95|6|3|31|30847.79|0.02|0.04|A|F|1994-10-02|1994-10-21|1994-10-13|TAKE BACK RETURN|FOB|ests are thinly. furiously unusua|
+4772|71|10|4|15|14566.05|0.02|0.07|R|F|1994-09-19|1994-10-22|1994-09-26|COLLECT COD|TRUCK| requests. express, regular th|
+4773|144|5|1|23|24015.22|0.00|0.08|N|O|1996-01-01|1996-03-19|1996-01-04|NONE|FOB|ly express grouches wak|
+4773|197|9|2|36|39498.84|0.09|0.04|N|O|1996-04-08|1996-03-03|1996-05-01|COLLECT COD|REG AIR| dependencies. quickly|
+4773|167|8|3|49|52290.84|0.05|0.02|N|O|1996-01-26|1996-02-29|1996-01-27|TAKE BACK RETURN|FOB|y final reque|
+4773|20|10|4|49|45080.98|0.09|0.04|N|O|1996-01-12|1996-02-17|1996-02-05|TAKE BACK RETURN|TRUCK|ly pending theodolites cajole caref|
+4773|150|3|5|20|21003.00|0.02|0.07|N|O|1995-12-28|1996-02-17|1996-01-15|COLLECT COD|TRUCK| blithely final deposits nag after t|
+4773|190|1|6|11|11992.09|0.10|0.06|N|O|1996-01-02|1996-01-29|1996-01-24|DELIVER IN PERSON|REG AIR|en accounts. slyly b|
+4773|158|3|7|6|6348.90|0.07|0.01|N|O|1996-03-09|1996-03-18|1996-03-27|NONE|AIR|latelets haggle s|
+4774|84|5|1|45|44283.60|0.10|0.00|R|F|1993-07-07|1993-06-08|1993-07-31|COLLECT COD|TRUCK| haggle busily afte|
+4774|39|5|2|4|3756.12|0.02|0.03|A|F|1993-08-03|1993-05-30|1993-08-19|COLLECT COD|FOB|xes according to the foxes wake above the f|
+4774|173|4|3|47|50438.99|0.10|0.08|R|F|1993-06-13|1993-07-04|1993-07-09|TAKE BACK RETURN|FOB|regular dolphins above the furi|
+4774|130|3|4|30|30903.90|0.05|0.08|A|F|1993-08-18|1993-06-08|1993-08-21|DELIVER IN PERSON|REG AIR|tions against the blithely final theodolit|
+4775|74|4|1|1|974.07|0.10|0.02|N|O|1995-09-06|1995-09-28|1995-09-29|DELIVER IN PERSON|MAIL|furiously ironic theodolite|
+4775|153|1|2|37|38966.55|0.02|0.01|N|O|1995-09-06|1995-09-28|1995-09-28|COLLECT COD|TRUCK|ts. pinto beans use according to th|
+4775|153|5|3|34|35807.10|0.09|0.06|N|O|1995-09-14|1995-10-15|1995-09-21|DELIVER IN PERSON|MAIL|onic epitaphs. f|
+4775|119|9|4|39|39745.29|0.07|0.04|N|O|1995-08-30|1995-10-12|1995-09-20|NONE|AIR|eep never with the slyly regular acc|
+4800|97|10|1|11|10967.99|0.03|0.03|R|F|1992-01-27|1992-03-16|1992-02-19|TAKE BACK RETURN|RAIL|ic dependenc|
+4800|26|5|2|1|926.02|0.06|0.06|A|F|1992-02-23|1992-03-16|1992-03-20|TAKE BACK RETURN|MAIL|nal accounts are blithely deposits. bol|
+4800|11|8|3|21|19131.21|0.09|0.05|A|F|1992-02-14|1992-03-15|1992-02-26|NONE|SHIP|ithely according to |
+4800|176|7|4|38|40894.46|0.10|0.08|R|F|1992-02-01|1992-02-28|1992-02-21|NONE|TRUCK|s sleep fluffily. furiou|
+4800|53|4|5|24|22873.20|0.08|0.04|R|F|1992-01-14|1992-02-23|1992-01-25|NONE|TRUCK|ully carefully r|
+4801|184|5|1|37|40114.66|0.10|0.02|N|O|1996-03-09|1996-02-29|1996-03-25|TAKE BACK RETURN|FOB|uests hinder blithely against the instr|
+4801|26|1|2|34|31484.68|0.03|0.02|N|O|1996-02-05|1996-04-16|1996-02-23|NONE|SHIP|y final requests |
+4801|110|1|3|4|4040.44|0.04|0.04|N|O|1996-03-23|1996-04-04|1996-03-25|COLLECT COD|RAIL|pitaphs. regular, reg|
+4801|92|3|4|39|38691.51|0.07|0.01|N|O|1996-03-19|1996-03-21|1996-04-17|TAKE BACK RETURN|REG AIR|warhorses wake never for the care|
+4802|40|1|1|6|5640.24|0.00|0.06|N|O|1997-04-16|1997-03-25|1997-04-21|TAKE BACK RETURN|SHIP|unusual accounts wake blithely. b|
+4803|132|3|1|2|2064.26|0.08|0.03|N|O|1996-04-16|1996-03-20|1996-05-15|NONE|REG AIR|gular reque|
+4803|176|4|2|47|50579.99|0.10|0.00|N|O|1996-03-14|1996-03-30|1996-03-15|DELIVER IN PERSON|FOB|ly final excuses. slyly express requ|
+4803|196|8|3|42|46039.98|0.04|0.08|N|O|1996-04-27|1996-05-05|1996-05-17|NONE|TRUCK| accounts affix quickly ar|
+4803|22|1|4|24|22128.48|0.10|0.04|N|O|1996-02-24|1996-04-02|1996-02-28|NONE|MAIL|t blithely slyly special decoys. |
+4803|189|10|5|21|22872.78|0.03|0.06|N|O|1996-05-25|1996-03-15|1996-06-09|COLLECT COD|FOB| silent packages use. b|
+4803|194|5|6|19|20789.61|0.07|0.00|N|O|1996-04-20|1996-03-25|1996-04-27|TAKE BACK RETURN|RAIL|sts. enticing, even|
+4804|128|1|1|44|45237.28|0.06|0.08|A|F|1992-05-02|1992-03-24|1992-05-28|TAKE BACK RETURN|AIR|aggle quickly among the slyly fi|
+4804|35|6|2|41|38336.23|0.10|0.02|R|F|1992-04-06|1992-04-12|1992-05-03|COLLECT COD|MAIL|. deposits haggle express tithes?|
+4804|65|2|3|33|31846.98|0.09|0.05|A|F|1992-03-02|1992-04-14|1992-03-13|DELIVER IN PERSON|AIR|, thin excuses. |
+4805|150|1|1|7|7351.05|0.09|0.03|A|F|1992-05-01|1992-07-09|1992-05-09|NONE|FOB| requests. regular deposit|
+4805|189|10|2|45|49013.10|0.02|0.03|R|F|1992-06-16|1992-06-08|1992-07-03|NONE|TRUCK|the furiously sly t|
+4805|154|6|3|44|46382.60|0.01|0.02|R|F|1992-05-14|1992-06-23|1992-05-25|DELIVER IN PERSON|SHIP|eposits sleep furiously qui|
+4805|65|2|4|13|12545.78|0.04|0.04|R|F|1992-07-16|1992-06-07|1992-08-10|COLLECT COD|AIR|its serve about the accounts. slyly regu|
+4805|9|10|5|42|38178.00|0.03|0.03|R|F|1992-08-17|1992-07-03|1992-09-14|NONE|REG AIR|the regular, fina|
+4805|136|7|6|18|18650.34|0.06|0.04|A|F|1992-06-07|1992-07-10|1992-06-12|COLLECT COD|TRUCK|o use pending, unusu|
+4806|16|7|1|26|23816.26|0.10|0.05|R|F|1993-05-28|1993-06-07|1993-05-29|DELIVER IN PERSON|SHIP| bold pearls sublate blithely. quickly pe|
+4806|72|10|2|6|5832.42|0.01|0.06|A|F|1993-05-17|1993-07-19|1993-05-29|TAKE BACK RETURN|SHIP|even theodolites. packages sl|
+4806|29|4|3|8|7432.16|0.09|0.00|A|F|1993-05-08|1993-07-16|1993-05-28|NONE|TRUCK|requests boost blithely. qui|
+4807|122|1|1|9|9199.08|0.04|0.08|N|O|1997-04-23|1997-03-01|1997-05-15|TAKE BACK RETURN|TRUCK|may are blithely. carefully even pinto b|
+4807|10|1|2|41|37310.41|0.07|0.08|N|O|1997-05-02|1997-03-31|1997-05-15|TAKE BACK RETURN|AIR| fluffily re|
+4807|145|6|3|34|35534.76|0.06|0.02|N|O|1997-01-31|1997-03-13|1997-02-01|NONE|SHIP|ecial ideas. deposits according to the fin|
+4807|190|1|4|32|34886.08|0.05|0.00|N|O|1997-04-04|1997-03-21|1997-04-16|NONE|RAIL|efully even dolphins slee|
+4807|159|1|5|2|2118.30|0.02|0.05|N|O|1997-05-09|1997-04-03|1997-06-05|TAKE BACK RETURN|RAIL|deas wake bli|
+4807|160|1|6|22|23323.52|0.09|0.06|N|O|1997-03-13|1997-02-23|1997-04-01|NONE|FOB|es use final excuses. furiously final|
+4832|15|6|1|23|21045.23|0.03|0.01|N|O|1997-12-05|1998-01-05|1997-12-10|NONE|RAIL|y express depo|
+4832|152|4|2|10|10521.50|0.00|0.06|N|O|1998-01-08|1998-02-01|1998-01-11|DELIVER IN PERSON|MAIL|ly. blithely bold pinto beans should have|
+4832|149|6|3|4|4196.56|0.04|0.01|N|O|1998-01-16|1998-02-12|1998-02-08|TAKE BACK RETURN|AIR|ages. slyly express deposits cajole car|
+4832|64|5|4|6|5784.36|0.02|0.01|N|O|1997-12-08|1998-02-03|1997-12-10|COLLECT COD|TRUCK|ages cajole after the bold requests. furi|
+4832|138|4|5|43|44639.59|0.10|0.08|N|O|1997-12-31|1998-02-20|1998-01-26|COLLECT COD|RAIL|oze according to the accou|
+4833|107|10|1|31|31220.10|0.08|0.04|N|O|1996-06-24|1996-07-15|1996-07-02|NONE|SHIP|ven instructions cajole against the caref|
+4833|117|7|2|11|11188.21|0.03|0.01|N|O|1996-08-24|1996-07-26|1996-09-19|NONE|REG AIR|s nag above the busily sile|
+4833|18|9|3|26|23868.26|0.08|0.04|N|O|1996-05-13|1996-07-12|1996-05-31|NONE|SHIP|s packages. even gif|
+4833|36|7|4|19|17784.57|0.07|0.07|N|O|1996-08-21|1996-07-09|1996-09-10|TAKE BACK RETURN|AIR|y quick theodolit|
+4833|35|1|5|4|3740.12|0.10|0.02|N|O|1996-08-16|1996-06-29|1996-08-22|NONE|AIR|y pending packages sleep blithely regular r|
+4834|183|4|1|27|29245.86|0.06|0.02|N|O|1997-01-09|1996-10-27|1997-01-27|DELIVER IN PERSON|RAIL|es nag blithe|
+4834|71|1|2|26|25247.82|0.01|0.00|N|O|1996-10-04|1996-10-21|1996-10-10|DELIVER IN PERSON|TRUCK|ages dazzle carefully. slyly daring foxes|
+4834|23|2|3|34|31382.68|0.03|0.01|N|O|1996-12-09|1996-11-26|1996-12-10|NONE|MAIL|ounts haggle bo|
+4834|143|10|4|38|39639.32|0.03|0.06|N|O|1997-01-10|1996-12-06|1997-01-22|COLLECT COD|FOB|alongside of the carefully even plate|
+4835|179|10|1|18|19425.06|0.00|0.03|R|F|1995-02-17|1994-12-14|1995-03-17|DELIVER IN PERSON|MAIL|eat furiously against the slyly |
+4835|91|3|2|3|2973.27|0.09|0.06|R|F|1995-01-24|1995-01-12|1995-02-16|COLLECT COD|AIR|etimes final pac|
+4835|86|7|3|27|26624.16|0.05|0.00|A|F|1994-12-10|1994-12-13|1995-01-02|DELIVER IN PERSON|REG AIR| accounts after the car|
+4835|102|7|4|23|23048.30|0.08|0.07|A|F|1995-02-05|1995-01-04|1995-02-28|NONE|SHIP|e carefully regular foxes. deposits are sly|
+4836|162|1|1|22|23367.52|0.01|0.03|N|O|1997-03-03|1997-02-23|1997-03-04|NONE|SHIP|al pinto beans. care|
+4836|48|5|2|16|15168.64|0.07|0.08|N|O|1997-01-14|1997-03-05|1997-01-30|COLLECT COD|MAIL|gular packages against the express reque|
+4836|76|4|3|14|13664.98|0.03|0.08|N|O|1997-02-21|1997-02-06|1997-03-08|COLLECT COD|MAIL|lites. unusual, bold dolphins ar|
+4836|106|1|4|15|15091.50|0.10|0.00|N|O|1997-03-08|1997-03-14|1997-03-30|TAKE BACK RETURN|TRUCK|eep slyly. even requests cajole|
+4836|51|6|5|12|11412.60|0.01|0.04|N|O|1997-02-02|1997-02-10|1997-02-03|COLLECT COD|TRUCK|sly ironic accoun|
+4837|42|1|1|16|15072.64|0.09|0.04|N|O|1998-08-12|1998-06-06|1998-08-26|COLLECT COD|FOB|ing requests are blithely regular instructi|
+4837|193|5|2|16|17491.04|0.01|0.02|N|O|1998-08-19|1998-06-18|1998-08-26|NONE|RAIL|counts cajole slyly furiou|
+4837|68|5|3|42|40658.52|0.10|0.00|N|O|1998-06-19|1998-07-06|1998-06-23|COLLECT COD|MAIL|o the furiously final theodolites boost|
+4838|122|3|1|35|35774.20|0.01|0.00|R|F|1992-10-30|1992-10-23|1992-11-21|TAKE BACK RETURN|RAIL|ly blithely unusual foxes. even package|
+4838|148|5|2|2|2096.28|0.03|0.08|R|F|1992-08-11|1992-09-16|1992-08-26|COLLECT COD|MAIL|hely final notornis are furiously blithe|
+4838|52|3|3|26|24753.30|0.06|0.04|R|F|1992-09-03|1992-10-25|1992-09-11|TAKE BACK RETURN|FOB|ular requests boost about the packages. r|
+4839|60|2|1|5|4800.30|0.10|0.07|A|F|1994-09-07|1994-07-15|1994-10-05|DELIVER IN PERSON|FOB|ses integrate. regular deposits are about |
+4839|10|1|2|25|22750.25|0.02|0.02|R|F|1994-05-20|1994-07-08|1994-05-30|NONE|REG AIR|regular packages ab|
+4839|60|1|3|18|17281.08|0.06|0.01|R|F|1994-05-18|1994-06-13|1994-06-09|TAKE BACK RETURN|FOB|blithely ironic theodolites use along|
+4839|100|1|4|19|19001.90|0.07|0.08|R|F|1994-05-20|1994-07-14|1994-05-30|NONE|REG AIR| deposits sublate furiously ir|
+4839|71|10|5|9|8739.63|0.05|0.01|R|F|1994-06-17|1994-06-18|1994-07-10|NONE|SHIP|ounts haggle carefully above|
+4864|150|9|1|28|29404.20|0.06|0.08|A|F|1993-02-06|1992-12-15|1993-02-10|COLLECT COD|REG AIR|thely around the bli|
+4864|38|4|2|38|35645.14|0.10|0.02|R|F|1992-12-20|1993-01-07|1993-01-06|TAKE BACK RETURN|SHIP|ording to the ironic, ir|
+4864|133|4|3|45|46490.85|0.02|0.01|A|F|1992-11-17|1993-01-02|1992-11-26|COLLECT COD|SHIP|round the furiously careful pa|
+4864|31|2|4|46|42827.38|0.07|0.03|A|F|1993-02-24|1993-01-02|1993-03-17|TAKE BACK RETURN|RAIL|sts use carefully across the carefull|
+4865|162|7|1|16|16994.56|0.07|0.05|N|O|1997-10-02|1997-08-20|1997-10-04|COLLECT COD|TRUCK|osits haggle. fur|
+4865|137|8|2|4|4148.52|0.07|0.01|N|O|1997-07-24|1997-07-25|1997-08-07|TAKE BACK RETURN|FOB|sts. blithely special instruction|
+4865|68|3|3|44|42594.64|0.10|0.08|N|O|1997-07-25|1997-08-20|1997-08-22|COLLECT COD|FOB|even deposits sleep against the quickly r|
+4865|50|3|4|21|19951.05|0.04|0.02|N|O|1997-07-17|1997-08-10|1997-07-21|NONE|RAIL|eposits detect sly|
+4865|54|9|5|33|31483.65|0.00|0.05|N|O|1997-07-17|1997-08-16|1997-07-30|TAKE BACK RETURN|FOB|y pending notornis ab|
+4865|65|2|6|47|45357.82|0.00|0.05|N|O|1997-08-26|1997-08-07|1997-08-31|NONE|RAIL|y unusual packages. packages|
+4866|11|8|1|9|8199.09|0.01|0.05|N|O|1997-08-30|1997-09-18|1997-09-24|TAKE BACK RETURN|MAIL|ven dependencies x-ray. quic|
+4866|102|3|2|1|1002.10|0.06|0.00|N|O|1997-10-15|1997-10-01|1997-11-14|TAKE BACK RETURN|AIR|latelets nag. q|
+4866|131|7|3|17|17529.21|0.07|0.00|N|O|1997-11-26|1997-10-11|1997-12-12|COLLECT COD|TRUCK|ess packages doubt. even somas wake f|
+4867|82|3|1|7|6874.56|0.09|0.03|A|F|1992-07-17|1992-08-17|1992-07-22|COLLECT COD|FOB|e carefully even packages. slyly ironic i|
+4867|160|8|2|3|3180.48|0.04|0.08|R|F|1992-07-04|1992-07-15|1992-07-21|NONE|AIR|yly silent deposits|
+4868|73|3|1|47|45734.29|0.03|0.03|N|O|1997-04-29|1997-04-27|1997-05-11|DELIVER IN PERSON|SHIP|gle unusual, fluffy packages. foxes cajol|
+4868|180|1|2|8|8641.44|0.10|0.08|N|O|1997-03-26|1997-05-09|1997-04-16|NONE|RAIL|ly special th|
+4868|191|2|3|49|53468.31|0.09|0.03|N|O|1997-04-23|1997-05-07|1997-04-26|NONE|SHIP|ys engage. th|
+4868|80|1|4|34|33322.72|0.04|0.02|N|O|1997-05-19|1997-04-27|1997-06-15|NONE|RAIL|en instructions about th|
+4868|122|3|5|22|22486.64|0.07|0.06|N|O|1997-04-26|1997-05-16|1997-05-01|DELIVER IN PERSON|FOB|osits. final foxes boost regular,|
+4869|41|8|1|31|29172.24|0.10|0.01|A|F|1995-01-17|1994-11-30|1995-02-02|NONE|SHIP|ins. always unusual ideas across the ir|
+4869|58|3|2|24|22993.20|0.09|0.06|A|F|1994-11-17|1994-11-07|1994-11-27|COLLECT COD|MAIL|olites cajole after the ideas. special t|
+4869|157|8|3|25|26428.75|0.00|0.05|R|F|1994-11-25|1994-11-14|1994-12-19|DELIVER IN PERSON|AIR|e according t|
+4869|103|8|4|24|24074.40|0.10|0.07|R|F|1994-11-23|1994-11-18|1994-12-11|DELIVER IN PERSON|MAIL|se deposits above the sly, q|
+4869|173|2|5|42|45073.14|0.07|0.04|R|F|1994-10-16|1994-12-10|1994-11-07|TAKE BACK RETURN|REG AIR| slyly even instructions. |
+4869|122|5|6|30|30663.60|0.00|0.05|A|F|1995-01-09|1994-11-20|1995-02-02|COLLECT COD|RAIL|gedly even requests. s|
+4870|48|5|1|49|46453.96|0.05|0.05|R|F|1994-11-14|1994-10-24|1994-12-12|TAKE BACK RETURN|SHIP| regular packages |
+4870|127|10|2|6|6162.72|0.06|0.08|A|F|1994-09-09|1994-10-16|1994-09-21|DELIVER IN PERSON|TRUCK|ress requests. bold, silent pinto bea|
+4870|31|2|3|5|4655.15|0.05|0.00|R|F|1994-10-11|1994-10-07|1994-10-24|NONE|AIR|s haggle furiously. slyly ironic dinos|
+4870|6|9|4|4|3624.00|0.03|0.08|A|F|1994-10-23|1994-09-16|1994-11-04|COLLECT COD|RAIL|its wake quickly. slyly quick|
+4870|71|1|5|36|34958.52|0.09|0.06|A|F|1994-09-06|1994-09-17|1994-10-01|COLLECT COD|REG AIR| instructions. carefully pending pac|
+4871|177|5|1|14|15080.38|0.07|0.03|N|O|1995-09-30|1995-07-29|1995-10-18|TAKE BACK RETURN|REG AIR|inst the never ironic |
+4871|161|6|2|17|18039.72|0.07|0.03|N|O|1995-09-09|1995-09-01|1995-10-02|DELIVER IN PERSON|AIR|es. carefully ev|
+4871|63|4|3|3|2889.18|0.03|0.06|N|O|1995-10-03|1995-08-10|1995-10-06|DELIVER IN PERSON|TRUCK|y special packages wak|
+4871|149|8|4|35|36719.90|0.08|0.07|N|O|1995-08-11|1995-07-18|1995-08-29|DELIVER IN PERSON|TRUCK|ackages sle|
+4871|152|3|5|10|10521.50|0.09|0.02|N|O|1995-09-12|1995-09-02|1995-10-05|TAKE BACK RETURN|AIR|s integrate after the a|
+4871|136|2|6|36|37300.68|0.02|0.08|N|O|1995-09-18|1995-08-29|1995-10-05|TAKE BACK RETURN|AIR|ely according|
+4871|140|6|7|10|10401.40|0.10|0.02|N|O|1995-07-13|1995-08-19|1995-07-29|NONE|REG AIR|p ironic theodolites. slyly even platel|
+4896|41|2|1|19|17879.76|0.09|0.05|A|F|1992-12-13|1992-11-13|1993-01-09|NONE|AIR|nusual requ|
+4896|140|1|2|44|45766.16|0.04|0.03|A|F|1992-11-24|1992-11-15|1992-12-18|COLLECT COD|MAIL|e after the slowly f|
+4896|58|10|3|6|5748.30|0.04|0.04|A|F|1992-10-30|1992-11-12|1992-11-28|DELIVER IN PERSON|TRUCK|usly regular deposits|
+4896|23|4|4|5|4615.10|0.08|0.02|R|F|1992-12-02|1992-11-11|1992-12-19|COLLECT COD|SHIP|eposits hang carefully. sly|
+4896|86|7|5|21|20707.68|0.07|0.08|R|F|1992-11-18|1992-11-18|1992-11-29|DELIVER IN PERSON|TRUCK|ly express deposits. carefully pending depo|
+4897|55|6|1|26|24831.30|0.01|0.01|R|F|1992-12-22|1992-10-25|1992-12-27|DELIVER IN PERSON|TRUCK|. carefully ironic dep|
+4897|143|6|2|34|35466.76|0.02|0.00|R|F|1992-12-31|1992-11-11|1993-01-30|COLLECT COD|AIR|ts. special dependencies use fluffily |
+4897|55|7|3|42|40112.10|0.09|0.03|A|F|1992-09-23|1992-10-28|1992-10-02|DELIVER IN PERSON|FOB|sts. blithely regular deposits will have|
+4897|104|5|4|19|19077.90|0.03|0.00|A|F|1992-11-08|1992-12-14|1992-12-03|DELIVER IN PERSON|FOB|! ironic, pending dependencies doze furiou|
+4898|72|1|1|44|42771.08|0.07|0.02|A|F|1994-09-13|1994-08-18|1994-09-16|NONE|FOB|y regular grouches about|
+4899|34|10|1|14|13076.42|0.06|0.00|R|F|1993-11-10|1994-01-10|1993-11-20|NONE|REG AIR| foxes eat|
+4900|116|3|1|40|40644.40|0.10|0.03|A|F|1992-09-02|1992-09-25|1992-09-21|COLLECT COD|TRUCK|heodolites. request|
+4900|77|8|2|33|32243.31|0.06|0.06|R|F|1992-08-18|1992-09-20|1992-08-19|COLLECT COD|MAIL|nto beans nag slyly reg|
+4900|103|8|3|48|48148.80|0.02|0.00|R|F|1992-09-18|1992-08-14|1992-09-28|TAKE BACK RETURN|MAIL|uickly ironic ideas kindle s|
+4900|32|3|4|20|18640.60|0.05|0.00|R|F|1992-09-22|1992-09-23|1992-09-27|TAKE BACK RETURN|MAIL|yers. accounts affix somet|
+4900|105|8|5|40|40204.00|0.03|0.02|R|F|1992-07-14|1992-09-05|1992-07-20|NONE|REG AIR|luffily final dol|
+4900|103|6|6|46|46142.60|0.06|0.08|R|F|1992-07-11|1992-09-19|1992-07-16|TAKE BACK RETURN|SHIP|ly final acco|
+4901|141|10|1|37|38522.18|0.00|0.04|N|O|1998-01-26|1998-02-20|1998-01-31|DELIVER IN PERSON|TRUCK| furiously ev|
+4901|165|4|2|12|12781.92|0.00|0.04|N|O|1998-01-12|1998-02-06|1998-02-03|COLLECT COD|REG AIR|y unusual deposits prom|
+4901|120|4|3|16|16321.92|0.05|0.08|N|O|1998-04-19|1998-03-18|1998-04-21|NONE|AIR|deposits. blithely fin|
+4901|36|7|4|41|38377.23|0.03|0.00|N|O|1998-03-18|1998-02-18|1998-04-14|TAKE BACK RETURN|AIR|efully bold packages affix carefully eve|
+4901|116|7|5|40|40644.40|0.06|0.02|N|O|1998-01-08|1998-01-30|1998-01-15|DELIVER IN PERSON|MAIL|ect across the furiou|
+4902|196|10|1|22|24116.18|0.00|0.04|N|O|1998-10-17|1998-08-10|1998-10-21|COLLECT COD|RAIL|r the furiously final fox|
+4902|83|4|2|1|983.08|0.09|0.04|N|O|1998-10-12|1998-08-20|1998-11-08|NONE|RAIL|daring foxes? even, bold requests wake f|
+4903|121|2|1|1|1021.12|0.06|0.03|R|F|1992-04-23|1992-06-13|1992-05-03|NONE|SHIP|nusual requests|
+4903|165|6|2|6|6390.96|0.09|0.07|R|F|1992-04-01|1992-05-16|1992-04-11|DELIVER IN PERSON|SHIP|azzle quickly along the blithely final pla|
+4903|120|10|3|27|27543.24|0.07|0.06|A|F|1992-06-29|1992-06-09|1992-07-08|COLLECT COD|RAIL|pinto beans are; |
+4928|100|1|1|4|4000.40|0.04|0.02|R|F|1993-10-25|1993-12-24|1993-11-16|TAKE BACK RETURN|REG AIR|bout the slyly final accounts. carefull|
+4928|93|4|2|20|19861.80|0.03|0.08|A|F|1994-01-19|1993-11-29|1994-02-13|DELIVER IN PERSON|SHIP|quiet theodolites ca|
+4928|149|8|3|34|35670.76|0.06|0.05|A|F|1993-10-12|1993-12-31|1993-10-14|DELIVER IN PERSON|AIR|, regular depos|
+4929|14|1|1|20|18280.20|0.00|0.04|N|O|1996-03-12|1996-05-23|1996-03-20|COLLECT COD|REG AIR| final pinto beans detect. final,|
+4929|79|7|2|40|39162.80|0.08|0.03|N|O|1996-05-30|1996-04-13|1996-06-22|TAKE BACK RETURN|AIR|unts against |
+4929|77|7|3|32|31266.24|0.08|0.02|N|O|1996-04-28|1996-05-23|1996-04-30|COLLECT COD|TRUCK|usly at the blithely pending pl|
+4929|109|4|4|26|26236.60|0.00|0.05|N|O|1996-06-10|1996-05-29|1996-06-26|DELIVER IN PERSON|RAIL| slyly. fl|
+4929|67|8|5|24|23209.44|0.09|0.05|N|O|1996-04-15|1996-04-30|1996-05-09|NONE|MAIL| accounts boost|
+4930|187|8|1|35|38051.30|0.03|0.01|A|F|1994-07-09|1994-07-30|1994-07-15|NONE|RAIL|lose slyly regular dependencies. fur|
+4930|115|5|2|20|20302.20|0.02|0.04|A|F|1994-08-21|1994-06-17|1994-08-24|COLLECT COD|FOB|he carefully|
+4930|168|7|3|28|29908.48|0.00|0.08|R|F|1994-08-27|1994-06-27|1994-09-18|COLLECT COD|TRUCK|e ironic, unusual courts. regula|
+4930|166|7|4|42|44778.72|0.00|0.00|A|F|1994-06-18|1994-06-22|1994-07-10|COLLECT COD|AIR|ions haggle. furiously regular ideas use |
+4930|190|1|5|38|41427.22|0.02|0.03|A|F|1994-06-06|1994-06-18|1994-07-03|TAKE BACK RETURN|AIR|bold requests sleep never|
+4931|194|7|1|1|1094.19|0.08|0.06|A|F|1995-01-24|1994-12-19|1995-02-07|DELIVER IN PERSON|SHIP| furiously |
+4931|151|3|2|8|8409.20|0.06|0.02|R|F|1994-12-15|1995-01-14|1995-01-06|NONE|SHIP|ts boost. packages wake sly|
+4931|144|5|3|20|20882.80|0.09|0.00|A|F|1995-01-25|1994-12-21|1995-02-06|DELIVER IN PERSON|MAIL|the furious|
+4931|200|4|4|50|55010.00|0.04|0.01|A|F|1994-12-15|1994-12-18|1994-12-23|COLLECT COD|REG AIR|s haggle al|
+4931|150|7|5|25|26253.75|0.05|0.05|R|F|1994-12-19|1995-01-05|1994-12-21|COLLECT COD|FOB|aggle bravely according to the quic|
+4931|103|6|6|8|8024.80|0.02|0.03|A|F|1995-02-16|1994-12-30|1995-03-15|DELIVER IN PERSON|SHIP|dependencies are slyly|
+4932|51|3|1|13|12363.65|0.04|0.03|A|F|1993-09-13|1993-10-16|1993-09-20|DELIVER IN PERSON|SHIP|slyly according to the furiously fin|
+4932|103|10|2|15|15046.50|0.01|0.02|R|F|1993-11-15|1993-10-25|1993-11-29|NONE|REG AIR|yly. unusu|
+4932|87|8|3|5|4935.40|0.06|0.06|A|F|1993-10-01|1993-09-13|1993-10-04|NONE|MAIL| haggle furiously. slyly ironic packages sl|
+4932|98|1|4|11|10978.99|0.09|0.06|A|F|1993-09-21|1993-09-30|1993-09-23|COLLECT COD|SHIP|as. special depende|
+4933|32|8|1|48|44737.44|0.08|0.00|N|O|1995-10-10|1995-10-03|1995-11-04|COLLECT COD|SHIP|ideas. sly|
+4933|82|3|2|2|1964.16|0.09|0.00|N|O|1995-10-01|1995-09-29|1995-10-19|DELIVER IN PERSON|MAIL|ctions nag final instructions. accou|
+4934|97|10|1|48|47860.32|0.00|0.01|N|O|1997-05-20|1997-04-22|1997-06-02|TAKE BACK RETURN|SHIP| ideas cajol|
+4934|110|1|2|41|41414.51|0.06|0.06|N|O|1997-06-04|1997-04-11|1997-06-25|TAKE BACK RETURN|FOB|wake final, ironic f|
+4934|140|1|3|8|8321.12|0.03|0.06|N|O|1997-05-20|1997-04-30|1997-05-27|TAKE BACK RETURN|MAIL|arefully express pains cajo|
+4934|148|5|4|9|9433.26|0.06|0.08|N|O|1997-06-10|1997-04-09|1997-06-12|TAKE BACK RETURN|REG AIR| haggle alongside of the|
+4934|138|9|5|29|30105.77|0.09|0.03|N|O|1997-04-10|1997-05-05|1997-05-04|DELIVER IN PERSON|AIR|aggle furiously among the busily final re|
+4934|52|3|6|42|39986.10|0.00|0.07|N|O|1997-03-19|1997-05-05|1997-03-25|NONE|MAIL|ven, ironic ideas|
+4934|11|5|7|2|1822.02|0.10|0.06|N|O|1997-06-05|1997-03-26|1997-06-09|COLLECT COD|MAIL|ongside of the brave, regula|
+4935|161|2|1|13|13795.08|0.09|0.01|A|F|1993-06-20|1993-08-13|1993-06-27|COLLECT COD|REG AIR|ly requests. final deposits might |
+4935|40|6|2|37|34781.48|0.01|0.05|R|F|1993-08-30|1993-07-23|1993-09-07|TAKE BACK RETURN|RAIL|y even dependencies nag a|
+4935|11|8|3|24|21864.24|0.06|0.04|A|F|1993-05-29|1993-08-17|1993-06-22|NONE|RAIL|ly quickly s|
+4935|45|6|4|49|46306.96|0.06|0.01|A|F|1993-09-16|1993-08-21|1993-10-12|COLLECT COD|TRUCK|ffily after the furiou|
+4935|10|1|5|14|12740.14|0.08|0.08|A|F|1993-05-30|1993-07-25|1993-05-31|COLLECT COD|FOB|slowly. blith|
+4935|188|9|6|36|39174.48|0.10|0.00|R|F|1993-07-11|1993-07-04|1993-08-01|DELIVER IN PERSON|RAIL|requests across the quick|
+4960|18|5|1|36|33048.36|0.01|0.05|R|F|1995-03-06|1995-05-04|1995-04-05|TAKE BACK RETURN|RAIL|c, unusual accou|
+4960|45|8|2|6|5670.24|0.03|0.08|R|F|1995-03-21|1995-05-13|1995-04-14|TAKE BACK RETURN|SHIP|ual package|
+4960|149|8|3|9|9442.26|0.01|0.03|A|F|1995-03-20|1995-05-05|1995-04-17|COLLECT COD|RAIL|e blithely carefully fina|
+4960|120|7|4|14|14281.68|0.00|0.06|A|F|1995-04-03|1995-04-17|1995-04-07|NONE|RAIL|accounts. warhorses are. grouches |
+4960|98|1|5|8|7984.72|0.07|0.04|R|F|1995-03-14|1995-04-18|1995-04-09|NONE|FOB|as. busily regular packages nag. |
+4960|146|7|6|37|38707.18|0.10|0.04|R|F|1995-05-23|1995-04-12|1995-06-01|DELIVER IN PERSON|MAIL|ending theodolites w|
+4960|170|1|7|42|44947.14|0.08|0.07|A|F|1995-04-19|1995-04-11|1995-05-08|NONE|SHIP|s requests cajole. |
+4961|44|7|1|38|35873.52|0.10|0.07|N|O|1998-07-09|1998-06-03|1998-07-11|TAKE BACK RETURN|FOB|e on the blithely bold accounts. unu|
+4961|60|5|2|1|960.06|0.08|0.08|N|O|1998-07-08|1998-05-25|1998-07-12|DELIVER IN PERSON|MAIL|s affix carefully silent dependen|
+4961|162|3|3|41|43548.56|0.02|0.02|N|O|1998-07-15|1998-06-15|1998-08-05|TAKE BACK RETURN|REG AIR|ily against the n|
+4961|100|3|4|10|10001.00|0.02|0.04|N|O|1998-04-15|1998-07-03|1998-04-18|DELIVER IN PERSON|MAIL|quests. regular, ironic ideas at the ironi|
+4962|19|6|1|46|42274.46|0.01|0.07|R|F|1993-08-23|1993-09-04|1993-08-27|COLLECT COD|REG AIR| pinto beans grow about the sl|
+4963|168|5|1|38|40590.08|0.08|0.02|N|O|1996-12-25|1996-12-12|1997-01-02|COLLECT COD|AIR|tegrate daringly accou|
+4963|76|4|2|16|15617.12|0.00|0.03|N|O|1996-11-20|1997-01-13|1996-12-06|COLLECT COD|MAIL| carefully slyly u|
+4964|133|9|1|29|29960.77|0.04|0.01|N|O|1997-10-18|1997-08-30|1997-11-01|NONE|AIR|k accounts nag carefully-- ironic, fin|
+4964|148|5|2|46|48214.44|0.06|0.06|N|O|1997-10-05|1997-09-12|1997-10-11|NONE|TRUCK|althy deposits|
+4964|143|4|3|18|18776.52|0.00|0.06|N|O|1997-10-13|1997-09-01|1997-11-10|DELIVER IN PERSON|AIR| platelets. furio|
+4964|180|10|4|12|12962.16|0.08|0.01|N|O|1997-09-03|1997-10-25|1997-09-15|NONE|TRUCK|ully silent instructions ca|
+4964|41|10|5|42|39523.68|0.06|0.04|N|O|1997-09-04|1997-08-28|1997-10-02|TAKE BACK RETURN|AIR| hinder. idly even|
+4964|193|7|6|22|24050.18|0.04|0.08|N|O|1997-09-11|1997-10-06|1997-09-29|NONE|AIR|equests doubt quickly. caref|
+4964|173|4|7|28|30048.76|0.00|0.05|N|O|1997-08-30|1997-09-15|1997-09-18|COLLECT COD|RAIL|among the carefully regula|
+4965|131|2|1|28|28871.64|0.05|0.03|A|F|1994-01-02|1993-11-20|1994-01-04|TAKE BACK RETURN|REG AIR| deposits. requests sublate quickly |
+4965|13|10|2|25|22825.25|0.10|0.02|R|F|1994-02-05|1993-12-15|1994-02-24|TAKE BACK RETURN|MAIL|wake at the carefully speci|
+4965|101|8|3|27|27029.70|0.05|0.06|R|F|1993-11-06|1993-12-24|1993-11-30|TAKE BACK RETURN|SHIP|efully final foxes|
+4965|138|9|4|33|34258.29|0.04|0.04|A|F|1993-12-31|1993-11-29|1994-01-27|DELIVER IN PERSON|REG AIR|iously slyly|
+4966|76|6|1|10|9760.70|0.06|0.03|N|O|1996-09-23|1996-11-02|1996-10-07|TAKE BACK RETURN|SHIP| requests. carefully pending requests|
+4966|194|6|2|6|6565.14|0.02|0.01|N|O|1996-12-09|1996-11-29|1996-12-30|NONE|AIR|d deposits are sly excuses. slyly iro|
+4966|165|6|3|7|7456.12|0.00|0.01|N|O|1996-12-08|1996-10-09|1997-01-06|COLLECT COD|MAIL|ckly ironic tithe|
+4966|16|6|4|26|23816.26|0.08|0.03|N|O|1996-11-14|1996-11-29|1996-12-05|COLLECT COD|REG AIR|nt pearls haggle carefully slyly even |
+4966|144|1|5|12|12529.68|0.02|0.07|N|O|1996-12-07|1996-11-23|1996-12-20|DELIVER IN PERSON|RAIL|eodolites. ironic requests across the exp|
+4967|71|1|1|50|48553.50|0.07|0.01|N|O|1997-05-27|1997-05-13|1997-06-12|NONE|REG AIR|kages. final, unusual accounts c|
+4967|53|5|2|43|40981.15|0.00|0.07|N|O|1997-05-28|1997-04-10|1997-06-09|NONE|TRUCK|ons. slyly ironic requests|
+4967|50|1|3|15|14250.75|0.08|0.02|N|O|1997-04-16|1997-04-12|1997-05-08|TAKE BACK RETURN|MAIL|y. blithel|
+4967|123|2|4|1|1023.12|0.10|0.07|N|O|1997-06-04|1997-03-29|1997-06-23|NONE|FOB|osits. unusual frets thrash furiously|
+4992|184|5|1|42|45535.56|0.07|0.01|R|F|1992-07-19|1992-06-16|1992-08-17|TAKE BACK RETURN|RAIL|foxes about the quickly final platele|
+4992|147|4|2|47|49215.58|0.10|0.08|A|F|1992-09-04|1992-08-05|1992-09-21|COLLECT COD|MAIL|atterns use fluffily.|
+4992|144|7|3|17|17750.38|0.03|0.03|A|F|1992-07-05|1992-07-19|1992-07-30|TAKE BACK RETURN|FOB|s along the perma|
+4992|70|7|4|25|24251.75|0.04|0.06|R|F|1992-08-06|1992-07-11|1992-08-20|NONE|SHIP|ly about the never ironic requests. pe|
+4992|139|5|5|23|23899.99|0.01|0.08|R|F|1992-06-28|1992-07-15|1992-07-12|DELIVER IN PERSON|MAIL|uickly regul|
+4992|163|8|6|44|46779.04|0.05|0.02|A|F|1992-06-01|1992-07-22|1992-06-03|NONE|RAIL|rmanent, sly packages print slyly. regula|
+4993|38|4|1|34|31893.02|0.05|0.00|R|F|1994-09-21|1994-10-31|1994-09-24|TAKE BACK RETURN|REG AIR|ular, pending packages at the even packa|
+4993|129|4|2|39|40135.68|0.03|0.08|R|F|1994-09-10|1994-09-04|1994-09-26|COLLECT COD|SHIP|pending, regular requests solve caref|
+4993|166|1|3|42|44778.72|0.06|0.00|A|F|1994-08-27|1994-09-24|1994-09-05|NONE|MAIL| final packages at the q|
+4993|158|6|4|31|32802.65|0.10|0.06|A|F|1994-10-02|1994-10-29|1994-10-15|NONE|AIR|nwind thinly platelets. a|
+4994|156|8|1|36|38021.40|0.00|0.06|N|O|1996-09-29|1996-07-30|1996-10-03|TAKE BACK RETURN|TRUCK|ess ideas. blithely silent brai|
+4994|80|9|2|47|46063.76|0.04|0.05|N|O|1996-09-20|1996-08-04|1996-10-15|COLLECT COD|TRUCK|sts. blithely close ideas sleep quic|
+4994|183|4|3|29|31412.22|0.08|0.01|N|O|1996-08-26|1996-09-27|1996-09-25|DELIVER IN PERSON|RAIL|ptotes boost carefully|
+4994|39|10|4|40|37561.20|0.01|0.06|N|O|1996-08-25|1996-08-16|1996-09-07|TAKE BACK RETURN|REG AIR|eposits. regula|
+4994|42|9|5|24|22608.96|0.01|0.07|N|O|1996-08-19|1996-09-24|1996-08-25|TAKE BACK RETURN|FOB|s. slyly ironic deposits cajole f|
+4994|73|4|6|6|5838.42|0.01|0.02|N|O|1996-09-05|1996-08-04|1996-09-30|TAKE BACK RETURN|FOB|grate carefully around th|
+4994|130|1|7|31|31934.03|0.07|0.04|N|O|1996-10-14|1996-09-23|1996-11-08|TAKE BACK RETURN|RAIL|lar decoys cajole fluffil|
+4995|65|4|1|16|15440.96|0.02|0.05|N|O|1996-02-27|1996-04-03|1996-02-29|DELIVER IN PERSON|MAIL|egular, bold packages. accou|
+4995|81|2|2|43|42186.44|0.00|0.06|N|O|1996-02-24|1996-02-20|1996-03-07|NONE|AIR|ts. blithely silent ideas after t|
+4995|156|7|3|22|23235.30|0.03|0.06|N|O|1996-03-17|1996-03-12|1996-04-01|DELIVER IN PERSON|MAIL|s wake furious, express dependencies.|
+4995|40|1|4|9|8460.36|0.07|0.07|N|O|1996-03-07|1996-03-17|1996-03-11|DELIVER IN PERSON|FOB| ironic packages cajole across t|
+4995|148|7|5|48|50310.72|0.08|0.07|N|O|1996-03-22|1996-04-01|1996-04-07|NONE|SHIP|t blithely. requests affix blithely. |
+4995|110|5|6|48|48485.28|0.09|0.07|N|O|1996-04-14|1996-04-04|1996-05-07|DELIVER IN PERSON|RAIL|nstructions. carefully final depos|
+4996|56|1|1|35|33461.75|0.07|0.01|A|F|1992-10-30|1992-10-27|1992-11-05|TAKE BACK RETURN|SHIP|s. unusual, regular dolphins integrate care|
+4996|156|7|2|39|41189.85|0.02|0.07|A|F|1992-09-19|1992-10-19|1992-10-06|COLLECT COD|FOB|equests are carefully final|
+4996|128|7|3|12|12337.44|0.04|0.06|R|F|1993-01-09|1992-11-22|1993-02-04|DELIVER IN PERSON|SHIP|usly bold requests sleep dogge|
+4996|144|3|4|13|13573.82|0.00|0.00|A|F|1992-09-17|1992-12-02|1992-10-07|DELIVER IN PERSON|TRUCK|o beans use about the furious|
+4997|79|7|1|44|43079.08|0.02|0.05|N|O|1998-06-09|1998-06-12|1998-07-07|NONE|RAIL|r escapades ca|
+4997|17|7|2|5|4585.05|0.02|0.04|N|O|1998-05-16|1998-06-05|1998-06-07|COLLECT COD|REG AIR|cuses are furiously unusual asymptotes|
+4997|58|9|3|24|22993.20|0.04|0.06|N|O|1998-04-20|1998-04-23|1998-05-16|NONE|AIR|xpress, bo|
+4997|40|6|4|5|4700.20|0.10|0.03|N|O|1998-06-12|1998-04-24|1998-06-13|DELIVER IN PERSON|TRUCK|aggle slyly alongside of the slyly i|
+4997|22|7|5|46|42412.92|0.00|0.04|N|O|1998-04-28|1998-06-04|1998-05-08|TAKE BACK RETURN|SHIP|ecial courts are carefully|
+4997|29|2|6|2|1858.04|0.07|0.01|N|O|1998-07-09|1998-06-10|1998-07-21|TAKE BACK RETURN|REG AIR|counts. slyl|
+4998|154|2|1|12|12649.80|0.04|0.03|A|F|1992-02-20|1992-03-06|1992-03-01|TAKE BACK RETURN|RAIL| sleep slyly furiously final accounts. ins|
+4998|183|4|2|15|16247.70|0.06|0.00|R|F|1992-04-24|1992-03-21|1992-05-02|NONE|REG AIR|heodolites sleep quickly.|
+4998|59|10|3|27|25894.35|0.06|0.02|R|F|1992-03-17|1992-02-26|1992-04-05|DELIVER IN PERSON|MAIL|the blithely ironic |
+4998|63|10|4|47|45263.82|0.10|0.04|A|F|1992-02-07|1992-03-07|1992-02-19|DELIVER IN PERSON|TRUCK|mong the careful|
+4998|145|4|5|24|25083.36|0.01|0.04|R|F|1992-01-25|1992-03-16|1992-01-27|COLLECT COD|REG AIR| unwind about|
+4998|99|1|6|8|7992.72|0.03|0.07|A|F|1992-05-01|1992-03-03|1992-05-24|TAKE BACK RETURN|AIR|ions nag quickly according to the theodolit|
+4999|153|8|1|30|31594.50|0.00|0.02|A|F|1993-08-20|1993-08-15|1993-08-30|NONE|AIR|ades cajole carefully unusual ide|
+4999|10|1|2|44|40040.44|0.03|0.01|A|F|1993-08-01|1993-08-04|1993-08-17|COLLECT COD|REG AIR|ependencies. slowly regu|
+4999|86|7|3|30|29582.40|0.09|0.01|R|F|1993-07-21|1993-08-11|1993-08-20|DELIVER IN PERSON|RAIL|s cajole among the blithel|
+5024|166|3|1|17|18124.72|0.10|0.02|N|O|1996-11-24|1997-01-10|1996-12-04|NONE|AIR| to the expre|
+5024|58|6|2|41|39280.05|0.06|0.01|N|O|1996-11-09|1996-12-03|1996-12-01|COLLECT COD|REG AIR|osits hinder carefully |
+5024|112|6|3|18|18217.98|0.04|0.03|N|O|1996-12-02|1997-01-16|1996-12-05|NONE|MAIL|zle carefully sauternes. quickly|
+5024|123|8|4|42|42971.04|0.03|0.06|N|O|1996-12-02|1996-12-08|1996-12-04|DELIVER IN PERSON|RAIL|tegrate. busily spec|
+5025|30|9|1|11|10230.33|0.00|0.04|N|O|1997-02-21|1997-04-16|1997-03-14|COLLECT COD|SHIP|the carefully final esc|
+5025|78|7|2|10|9780.70|0.07|0.04|N|O|1997-06-04|1997-04-29|1997-06-28|COLLECT COD|RAIL|lly silent deposits boost busily again|
+5026|96|8|1|13|12949.17|0.02|0.04|N|O|1997-12-23|1997-11-02|1998-01-03|TAKE BACK RETURN|SHIP|endencies sleep carefully alongs|
+5027|98|2|1|6|5988.54|0.04|0.05|N|O|1997-09-28|1997-11-24|1997-10-25|NONE|FOB|ar, ironic deposi|
+5027|62|3|2|39|37520.34|0.06|0.01|N|O|1997-09-09|1997-11-13|1997-09-21|TAKE BACK RETURN|FOB|ess requests! quickly regular pac|
+5027|126|5|3|32|32835.84|0.00|0.01|N|O|1997-11-13|1997-10-29|1997-11-18|TAKE BACK RETURN|RAIL|cording to|
+5027|26|7|4|37|34262.74|0.02|0.00|N|O|1997-10-05|1997-10-30|1997-10-26|NONE|REG AIR|ost slyly fluffily|
+5027|143|4|5|3|3129.42|0.03|0.06|N|O|1997-09-30|1997-11-26|1997-10-05|DELIVER IN PERSON|AIR|t the even mu|
+5027|87|8|6|25|24677.00|0.06|0.00|N|O|1997-09-16|1997-11-25|1997-10-08|TAKE BACK RETURN|RAIL|ic ideas. requests sleep fluffily am|
+5027|81|2|7|50|49054.00|0.07|0.02|N|O|1997-09-18|1997-11-07|1997-10-05|DELIVER IN PERSON|MAIL| beans dazzle according to the fluffi|
+5028|14|1|1|15|13710.15|0.07|0.07|R|F|1992-07-17|1992-07-16|1992-08-05|COLLECT COD|REG AIR|es are quickly final pains. furiously pend|
+5028|199|10|2|15|16487.85|0.03|0.07|R|F|1992-08-02|1992-07-09|1992-08-30|NONE|REG AIR|gular, bold pinto bea|
+5029|154|5|1|17|17920.55|0.02|0.01|A|F|1993-03-12|1992-12-18|1993-04-02|DELIVER IN PERSON|FOB|! packages boost blithely. furious|
+5029|97|9|2|2|1994.18|0.00|0.04|A|F|1992-11-25|1993-01-04|1992-12-20|DELIVER IN PERSON|MAIL|packages. furiously ironi|
+5030|102|3|1|22|22046.20|0.04|0.06|N|O|1998-09-01|1998-08-15|1998-09-30|TAKE BACK RETURN|TRUCK|. quickly regular foxes believe|
+5030|80|9|2|50|49004.00|0.05|0.06|N|O|1998-08-22|1998-07-25|1998-09-18|TAKE BACK RETURN|FOB|ss excuses serve bli|
+5031|50|1|1|15|14250.75|0.02|0.05|R|F|1995-04-01|1995-02-24|1995-04-12|DELIVER IN PERSON|AIR|yly pending theodolites.|
+5031|161|6|2|40|42446.40|0.10|0.04|A|F|1994-12-04|1995-01-27|1995-01-01|NONE|TRUCK|ns hang blithely across th|
+5031|154|6|3|4|4216.60|0.01|0.07|R|F|1994-12-26|1995-02-24|1995-01-11|NONE|RAIL|after the even frays: ironic, unusual th|
+5031|181|2|4|31|33516.58|0.10|0.08|R|F|1995-01-15|1995-01-08|1995-02-09|COLLECT COD|MAIL|ts across the even requests doze furiously|
+5056|48|7|1|7|6636.28|0.09|0.01|N|O|1997-04-28|1997-04-07|1997-05-15|DELIVER IN PERSON|TRUCK|rouches after the pending instruc|
+5056|197|1|2|19|20846.61|0.04|0.00|N|O|1997-03-24|1997-05-05|1997-04-23|DELIVER IN PERSON|AIR|c theodolites. ironic a|
+5056|90|1|3|23|22772.07|0.02|0.05|N|O|1997-05-12|1997-04-28|1997-05-25|NONE|SHIP|ickly regular requests cajole. depos|
+5056|87|8|4|14|13819.12|0.08|0.00|N|O|1997-06-09|1997-04-13|1997-07-06|COLLECT COD|SHIP|sts haggle carefully along the slyl|
+5057|37|3|1|38|35607.14|0.02|0.03|N|O|1997-10-24|1997-09-07|1997-10-30|TAKE BACK RETURN|MAIL|packages. stealthily bold wa|
+5057|8|1|2|45|40860.00|0.08|0.07|N|O|1997-09-20|1997-10-02|1997-10-20|NONE|FOB| asymptotes wake slyl|
+5058|193|5|1|16|17491.04|0.09|0.07|N|O|1998-07-12|1998-06-09|1998-07-15|DELIVER IN PERSON|SHIP| the special foxes |
+5059|70|5|1|5|4850.35|0.03|0.08|R|F|1993-12-23|1994-01-12|1993-12-24|TAKE BACK RETURN|FOB|ts affix slyly accordi|
+5059|123|2|2|19|19439.28|0.06|0.04|R|F|1994-03-02|1993-12-26|1994-03-14|TAKE BACK RETURN|MAIL| special ideas poach blithely qu|
+5059|77|7|3|45|43968.15|0.02|0.00|A|F|1994-01-28|1994-01-08|1994-02-18|DELIVER IN PERSON|MAIL|enly. requests doze. express, close pa|
+5060|25|8|1|27|24975.54|0.10|0.07|R|F|1992-07-23|1992-09-05|1992-08-07|COLLECT COD|SHIP|s. ironic |
+5060|32|8|2|28|26096.84|0.04|0.04|R|F|1992-09-25|1992-08-11|1992-10-09|NONE|REG AIR|c requests|
+5060|161|2|3|15|15917.40|0.06|0.01|A|F|1992-08-28|1992-08-20|1992-09-01|DELIVER IN PERSON|AIR|ular deposits sl|
+5061|165|2|1|18|19172.88|0.03|0.00|A|F|1993-10-20|1993-10-05|1993-10-28|TAKE BACK RETURN|SHIP|atelets among the ca|
+5061|198|1|2|8|8785.52|0.01|0.02|R|F|1993-09-07|1993-10-31|1993-10-04|DELIVER IN PERSON|REG AIR|regular foxes. ir|
+5061|24|5|3|26|24024.52|0.02|0.05|A|F|1993-11-07|1993-09-13|1993-11-13|NONE|REG AIR| cajole slyly. carefully spe|
+5062|101|4|1|9|9009.90|0.08|0.00|R|F|1993-01-02|1992-12-01|1993-01-20|TAKE BACK RETURN|MAIL| silent theodolites wake. c|
+5062|75|6|2|4|3900.28|0.02|0.02|R|F|1993-02-06|1992-12-14|1993-03-03|DELIVER IN PERSON|AIR|ke furiously express theodolites. |
+5062|159|10|3|50|52957.50|0.09|0.07|A|F|1992-12-25|1992-12-13|1992-12-29|TAKE BACK RETURN|MAIL| the regular, unusual pains. specia|
+5062|161|10|4|18|19100.88|0.03|0.07|R|F|1992-11-04|1992-12-25|1992-11-05|NONE|SHIP|furiously pending requests are ruthles|
+5062|194|8|5|25|27354.75|0.08|0.02|R|F|1992-12-15|1992-11-17|1993-01-01|NONE|TRUCK|uthless excuses ag|
+5063|129|10|1|31|31902.72|0.08|0.01|N|O|1997-06-02|1997-06-20|1997-06-27|NONE|RAIL|kages. ironic, ironic courts wake. carefu|
+5063|174|2|2|43|46189.31|0.04|0.08|N|O|1997-09-14|1997-07-05|1997-10-05|TAKE BACK RETURN|TRUCK|latelets might nod blithely regular requ|
+5063|167|4|3|2|2134.32|0.02|0.03|N|O|1997-06-17|1997-07-27|1997-06-24|COLLECT COD|SHIP|kly regular i|
+5063|135|6|4|18|18632.34|0.08|0.05|N|O|1997-06-02|1997-06-18|1997-06-06|TAKE BACK RETURN|RAIL|refully quiet reques|
+5063|161|8|5|1|1061.16|0.06|0.07|N|O|1997-09-03|1997-06-26|1997-10-03|NONE|FOB|ously special |
+5088|78|6|1|23|22495.61|0.06|0.06|R|F|1993-03-03|1993-03-07|1993-03-08|NONE|FOB|cording to the fluffily expr|
+5088|51|3|2|41|38993.05|0.09|0.00|R|F|1993-01-22|1993-03-07|1993-02-09|TAKE BACK RETURN|TRUCK|ing requests. |
+5088|86|7|3|36|35498.88|0.10|0.05|A|F|1993-04-16|1993-04-03|1993-05-14|NONE|TRUCK|the furiously final deposits. furiously re|
+5088|109|6|4|10|10091.00|0.04|0.05|R|F|1993-04-07|1993-02-06|1993-04-26|NONE|FOB|beans. special requests af|
+5089|158|6|1|4|4232.60|0.05|0.06|R|F|1992-09-18|1992-09-28|1992-10-13|DELIVER IN PERSON|TRUCK|nts sleep blithely |
+5089|162|3|2|20|21243.20|0.00|0.07|R|F|1992-10-10|1992-10-07|1992-11-06|COLLECT COD|RAIL| ironic accounts|
+5089|124|7|3|46|47109.52|0.03|0.04|A|F|1992-11-09|1992-10-13|1992-11-10|TAKE BACK RETURN|RAIL|above the express accounts. exc|
+5089|34|10|4|38|35493.14|0.05|0.03|R|F|1992-11-23|1992-09-11|1992-12-22|TAKE BACK RETURN|SHIP|regular instructions are|
+5090|22|3|1|22|20284.44|0.07|0.00|N|O|1997-05-10|1997-05-25|1997-05-24|TAKE BACK RETURN|TRUCK|ets integrate ironic, regul|
+5090|129|10|2|46|47339.52|0.05|0.00|N|O|1997-04-05|1997-04-14|1997-05-01|COLLECT COD|REG AIR|lose theodolites sleep blit|
+5090|2|9|3|22|19844.00|0.09|0.05|N|O|1997-07-03|1997-04-12|1997-07-26|NONE|REG AIR|ular requests su|
+5090|114|8|4|2|2028.22|0.03|0.06|N|O|1997-04-07|1997-04-23|1997-05-01|TAKE BACK RETURN|AIR|tes. slowly iro|
+5090|48|9|5|21|19908.84|0.10|0.02|N|O|1997-03-29|1997-04-24|1997-04-25|TAKE BACK RETURN|FOB|ly express accounts. slyly even r|
+5090|80|9|6|30|29402.40|0.02|0.03|N|O|1997-05-04|1997-04-14|1997-05-30|COLLECT COD|MAIL|osits nag slyly. fluffily ex|
+5091|78|6|1|50|48903.50|0.05|0.03|N|O|1998-07-21|1998-06-22|1998-07-26|COLLECT COD|REG AIR|al dependencies. r|
+5092|164|1|1|30|31924.80|0.06|0.00|N|O|1995-12-27|1995-12-08|1996-01-09|DELIVER IN PERSON|MAIL|ss, ironic deposits. furiously stea|
+5092|45|4|2|34|32131.36|0.04|0.02|N|O|1995-12-09|1995-12-26|1995-12-21|TAKE BACK RETURN|AIR|ckages nag |
+5092|140|6|3|13|13521.82|0.06|0.01|N|O|1995-11-21|1996-01-05|1995-12-19|TAKE BACK RETURN|SHIP|es detect sly|
+5092|180|1|4|14|15122.52|0.04|0.00|N|O|1996-02-20|1995-11-30|1996-03-20|DELIVER IN PERSON|REG AIR| deposits cajole furiously against the sly|
+5092|186|7|5|42|45619.56|0.01|0.02|N|O|1995-11-06|1996-01-01|1995-12-06|DELIVER IN PERSON|AIR|s use along t|
+5092|178|6|6|11|11859.87|0.03|0.03|N|O|1995-12-02|1995-12-27|1995-12-11|COLLECT COD|MAIL|ly against the slyly silen|
+5092|159|10|7|50|52957.50|0.10|0.03|N|O|1995-11-30|1996-01-14|1995-12-19|NONE|REG AIR|r platelets maintain car|
+5093|168|9|1|40|42726.40|0.05|0.01|R|F|1993-09-16|1993-11-04|1993-10-05|TAKE BACK RETURN|REG AIR|ing pinto beans. quickly bold dependenci|
+5093|74|2|2|15|14611.05|0.01|0.04|A|F|1993-12-02|1993-11-18|1994-01-01|DELIVER IN PERSON|FOB|ly among the unusual foxe|
+5093|151|9|3|31|32585.65|0.00|0.02|R|F|1993-09-22|1993-11-14|1993-09-26|TAKE BACK RETURN|REG AIR| against the|
+5093|156|1|4|37|39077.55|0.04|0.00|A|F|1993-10-26|1993-12-02|1993-10-27|NONE|TRUCK|courts. qui|
+5093|115|2|5|30|30453.30|0.06|0.05|A|F|1993-11-22|1993-11-27|1993-12-14|DELIVER IN PERSON|TRUCK|ithely ironic sheaves use fluff|
+5093|121|6|6|31|31654.72|0.01|0.08|A|F|1993-12-17|1993-11-14|1994-01-02|NONE|SHIP|he final foxes. fluffily ironic |
+5094|143|10|1|19|19819.66|0.03|0.03|R|F|1993-03-31|1993-06-12|1993-04-04|NONE|AIR|ronic foxes. furi|
+5094|108|5|2|23|23186.30|0.05|0.07|R|F|1993-06-13|1993-05-19|1993-07-06|NONE|MAIL|st furiously above the fluffily care|
+5094|92|6|3|11|10912.99|0.04|0.08|A|F|1993-06-25|1993-06-24|1993-07-18|TAKE BACK RETURN|MAIL|s cajole quickly against the furiously ex|
+5094|79|10|4|21|20560.47|0.09|0.08|R|F|1993-07-26|1993-05-03|1993-08-16|NONE|MAIL| blithely furiously final re|
+5095|65|10|1|46|44392.76|0.07|0.01|A|F|1992-06-26|1992-06-25|1992-07-05|COLLECT COD|RAIL|egular instruction|
+5095|106|3|2|2|2012.20|0.07|0.08|A|F|1992-07-09|1992-05-25|1992-07-21|DELIVER IN PERSON|REG AIR|detect car|
+5095|123|8|3|28|28647.36|0.01|0.04|A|F|1992-06-20|1992-06-27|1992-06-22|DELIVER IN PERSON|AIR| into the final courts. ca|
+5095|178|7|4|42|45283.14|0.08|0.08|R|F|1992-05-23|1992-06-01|1992-06-18|COLLECT COD|TRUCK|ccounts. packages could have t|
+5095|166|7|5|9|9595.44|0.10|0.07|R|F|1992-08-14|1992-06-23|1992-08-16|TAKE BACK RETURN|REG AIR|bold theodolites wake about the expr|
+5095|97|8|6|15|14956.35|0.01|0.06|A|F|1992-07-11|1992-07-12|1992-08-09|COLLECT COD|AIR| to the packages wake sly|
+5095|169|10|7|40|42766.40|0.05|0.02|A|F|1992-07-11|1992-06-07|1992-07-26|DELIVER IN PERSON|MAIL|carefully unusual plat|
+5120|133|4|1|28|28927.64|0.06|0.03|N|O|1996-07-20|1996-08-31|1996-08-06|NONE|RAIL| across the silent requests. caref|
+5121|184|5|1|23|24936.14|0.06|0.01|A|F|1992-05-18|1992-06-20|1992-06-02|TAKE BACK RETURN|REG AIR|even courts are blithely ironically |
+5121|111|1|2|45|45499.95|0.08|0.04|A|F|1992-08-13|1992-07-27|1992-09-12|NONE|TRUCK|pecial accounts cajole ca|
+5121|97|10|3|27|26921.43|0.08|0.07|R|F|1992-06-17|1992-06-11|1992-06-19|NONE|MAIL|ly silent theodolit|
+5121|68|7|4|10|9680.60|0.04|0.05|R|F|1992-06-08|1992-07-10|1992-07-02|TAKE BACK RETURN|FOB|e quickly according |
+5121|89|10|5|46|45497.68|0.03|0.02|R|F|1992-05-27|1992-07-19|1992-05-28|TAKE BACK RETURN|FOB|use express foxes. slyly |
+5121|1|8|6|2|1802.00|0.04|0.07|R|F|1992-08-10|1992-06-28|1992-08-11|NONE|FOB| final, regular account|
+5122|183|4|1|28|30329.04|0.03|0.00|N|O|1996-04-20|1996-03-29|1996-04-29|DELIVER IN PERSON|FOB|g the busily ironic accounts boos|
+5122|82|3|2|43|42229.44|0.09|0.03|N|O|1996-05-31|1996-04-12|1996-06-13|NONE|MAIL|ut the carefully special foxes. idle,|
+5122|45|6|3|12|11340.48|0.07|0.03|N|O|1996-04-02|1996-04-27|1996-04-10|DELIVER IN PERSON|AIR|lar instructions |
+5123|26|7|1|13|12038.26|0.08|0.07|N|O|1998-05-17|1998-03-23|1998-06-02|COLLECT COD|MAIL|regular pearls|
+5124|55|7|1|43|41067.15|0.00|0.02|N|O|1997-07-10|1997-05-13|1997-07-31|COLLECT COD|AIR|onic package|
+5124|6|3|2|41|37146.00|0.02|0.06|N|O|1997-07-05|1997-06-29|1997-07-23|DELIVER IN PERSON|RAIL|wake across the|
+5124|125|6|3|44|45105.28|0.03|0.03|N|O|1997-07-13|1997-06-26|1997-08-01|DELIVER IN PERSON|RAIL|equests. carefully unusual d|
+5124|70|9|4|36|34922.52|0.10|0.07|N|O|1997-04-20|1997-07-03|1997-05-04|TAKE BACK RETURN|AIR|r deposits ab|
+5125|6|9|1|38|34428.00|0.09|0.05|N|O|1998-03-20|1998-04-14|1998-03-22|COLLECT COD|MAIL|ily even deposits w|
+5125|160|1|2|5|5300.80|0.08|0.06|N|O|1998-04-07|1998-04-14|1998-04-29|COLLECT COD|RAIL| thinly even pack|
+5126|24|3|1|33|30492.66|0.02|0.02|R|F|1993-02-04|1992-12-23|1993-02-14|NONE|RAIL|ipliers promise furiously whithout the |
+5126|101|6|2|43|43047.30|0.09|0.04|R|F|1993-01-07|1992-12-19|1993-01-16|COLLECT COD|MAIL|e silently. ironic, unusual accounts|
+5126|78|8|3|23|22495.61|0.08|0.01|R|F|1993-01-02|1993-01-02|1993-01-05|COLLECT COD|TRUCK|egular, blithe packages.|
+5127|19|3|1|33|30327.33|0.08|0.04|N|O|1997-03-25|1997-03-02|1997-04-04|NONE|SHIP| bold deposits use carefully a|
+5127|32|8|2|20|18640.60|0.01|0.03|N|O|1997-05-11|1997-02-26|1997-05-12|TAKE BACK RETURN|SHIP|dolites about the final platelets w|
+5152|105|2|1|9|9045.90|0.04|0.03|N|O|1997-04-11|1997-02-11|1997-04-18|COLLECT COD|AIR| cajole furiously alongside of the bo|
+5152|134|10|2|50|51706.50|0.04|0.04|N|O|1997-03-10|1997-02-04|1997-03-15|COLLECT COD|FOB| the final deposits. slyly ironic warth|
+5153|35|1|1|42|39271.26|0.03|0.01|N|O|1995-10-03|1995-11-09|1995-10-11|COLLECT COD|RAIL|re thinly. ironic|
+5153|53|5|2|14|13342.70|0.05|0.05|N|O|1995-11-29|1995-10-21|1995-12-08|TAKE BACK RETURN|TRUCK| slyly daring pinto beans lose blithely fi|
+5153|68|7|3|30|29041.80|0.09|0.01|N|O|1995-11-10|1995-11-14|1995-11-16|DELIVER IN PERSON|AIR|beans sleep bl|
+5153|173|2|4|32|34341.44|0.10|0.08|N|O|1995-12-05|1995-09-25|1996-01-03|DELIVER IN PERSON|MAIL|egular deposits. ironi|
+5153|112|2|5|36|36435.96|0.01|0.03|N|O|1995-12-15|1995-11-08|1995-12-30|COLLECT COD|TRUCK| ironic instru|
+5153|136|2|6|42|43517.46|0.00|0.03|N|O|1995-10-19|1995-11-23|1995-11-06|TAKE BACK RETURN|RAIL|ickly even deposi|
+5154|190|1|1|11|11992.09|0.02|0.05|N|O|1997-08-06|1997-06-30|1997-09-04|NONE|RAIL|luffily bold foxes. final|
+5154|144|5|2|15|15662.10|0.07|0.08|N|O|1997-06-23|1997-07-11|1997-07-11|NONE|AIR|even packages. packages use|
+5155|48|9|1|1|948.04|0.00|0.00|A|F|1994-07-03|1994-08-11|1994-07-29|COLLECT COD|FOB|oze slyly after the silent, regular idea|
+5155|188|9|2|5|5440.90|0.08|0.02|A|F|1994-06-30|1994-08-13|1994-07-15|TAKE BACK RETURN|AIR|ole blithely slyly ironic |
+5155|106|3|3|28|28170.80|0.05|0.02|R|F|1994-07-01|1994-07-19|1994-07-18|COLLECT COD|REG AIR|s cajole. accounts wake. thinly quiet pla|
+5155|79|7|4|39|38183.73|0.09|0.06|A|F|1994-08-25|1994-09-01|1994-09-18|COLLECT COD|TRUCK|l dolphins nag caref|
+5156|117|4|1|21|21359.31|0.06|0.03|N|O|1997-01-01|1997-01-30|1997-01-11|TAKE BACK RETURN|TRUCK|ts detect against the furiously reg|
+5156|148|1|2|36|37733.04|0.04|0.07|N|O|1997-02-12|1996-12-10|1997-03-13|TAKE BACK RETURN|REG AIR| slyly even orbi|
+5157|55|7|1|35|33426.75|0.06|0.08|N|O|1997-07-28|1997-09-30|1997-08-15|TAKE BACK RETURN|REG AIR|to the furiously sil|
+5157|138|9|2|18|18686.34|0.10|0.04|N|O|1997-09-06|1997-10-03|1997-09-19|COLLECT COD|MAIL|y bold deposits nag blithely. final reque|
+5157|167|8|3|15|16007.40|0.09|0.00|N|O|1997-07-27|1997-08-30|1997-08-08|DELIVER IN PERSON|RAIL|cajole. spec|
+5157|59|7|4|25|23976.25|0.00|0.03|N|O|1997-08-24|1997-09-23|1997-08-28|COLLECT COD|REG AIR| packages detect. even requests against th|
+5157|149|8|5|40|41965.60|0.09|0.06|N|O|1997-08-11|1997-08-28|1997-09-01|TAKE BACK RETURN|FOB|ial packages according to |
+5157|150|9|6|26|27303.90|0.10|0.01|N|O|1997-07-28|1997-08-22|1997-08-22|NONE|FOB|nto beans cajole car|
+5157|49|8|7|12|11388.48|0.10|0.08|N|O|1997-10-19|1997-08-07|1997-10-26|NONE|FOB|es. busily |
+5158|45|4|1|43|40636.72|0.10|0.04|N|O|1997-04-10|1997-03-06|1997-04-15|DELIVER IN PERSON|AIR|nusual platelets. slyly even foxes cajole |
+5158|85|6|2|18|17731.44|0.04|0.04|N|O|1997-04-30|1997-03-28|1997-05-12|COLLECT COD|REG AIR|hely regular pa|
+5158|142|9|3|41|42727.74|0.05|0.05|N|O|1997-02-25|1997-03-19|1997-03-03|COLLECT COD|AIR|deposits. quickly special |
+5158|131|7|4|49|50525.37|0.05|0.01|N|O|1997-04-10|1997-03-21|1997-04-30|NONE|REG AIR|r requests sleep q|
+5158|119|9|5|20|20382.20|0.01|0.04|N|O|1997-02-03|1997-02-20|1997-02-08|TAKE BACK RETURN|AIR|latelets use accordin|
+5158|88|9|6|39|38535.12|0.08|0.04|N|O|1997-05-15|1997-04-04|1997-06-02|DELIVER IN PERSON|FOB|lithely fina|
+5158|91|5|7|38|37661.42|0.10|0.05|N|O|1997-05-09|1997-03-03|1997-06-04|NONE|SHIP|uffily regular ac|
+5159|124|7|1|39|39940.68|0.06|0.07|N|O|1996-12-17|1996-12-08|1997-01-10|COLLECT COD|MAIL|re furiously after the pending dolphin|
+5159|17|1|2|46|42182.46|0.01|0.01|N|O|1996-12-15|1996-12-07|1996-12-30|DELIVER IN PERSON|SHIP|s kindle slyly carefully regular|
+5159|152|4|3|22|23147.30|0.01|0.02|N|O|1996-11-06|1996-11-04|1996-11-15|TAKE BACK RETURN|SHIP|he furiously sile|
+5159|52|3|4|5|4760.25|0.10|0.00|N|O|1996-11-25|1996-12-19|1996-12-25|TAKE BACK RETURN|FOB|nal deposits. pending, ironic ideas grow|
+5159|198|10|5|36|39534.84|0.06|0.01|N|O|1997-01-24|1996-11-07|1997-02-08|NONE|REG AIR|packages wake.|
+5184|153|8|1|33|34753.95|0.07|0.04|N|O|1998-08-17|1998-10-16|1998-08-24|TAKE BACK RETURN|AIR|posits. carefully express asympto|
+5184|16|6|2|47|43052.47|0.05|0.01|N|O|1998-11-02|1998-08-19|1998-11-07|COLLECT COD|TRUCK|se. carefully express pinto beans x|
+5184|88|9|3|39|38535.12|0.03|0.06|N|O|1998-10-27|1998-10-17|1998-11-19|DELIVER IN PERSON|FOB|es above the care|
+5184|176|7|4|26|27980.42|0.05|0.08|N|O|1998-11-11|1998-08-26|1998-12-01|TAKE BACK RETURN|TRUCK| packages are|
+5184|124|9|5|19|19458.28|0.06|0.03|N|O|1998-11-15|1998-10-12|1998-11-21|COLLECT COD|REG AIR|refully express platelets sleep carefull|
+5184|80|9|6|49|48023.92|0.02|0.00|N|O|1998-09-18|1998-08-28|1998-10-14|COLLECT COD|FOB|thlessly closely even reque|
+5185|197|1|1|37|40596.03|0.00|0.04|N|O|1997-08-08|1997-09-08|1997-08-14|COLLECT COD|SHIP|gainst the courts dazzle care|
+5185|25|8|2|32|29600.64|0.06|0.00|N|O|1997-08-17|1997-09-30|1997-08-24|TAKE BACK RETURN|REG AIR|ackages. slyly even requests|
+5185|196|9|3|41|44943.79|0.00|0.05|N|O|1997-10-15|1997-10-11|1997-11-02|COLLECT COD|REG AIR|ly blithe deposits. furi|
+5185|96|7|4|30|29882.70|0.09|0.04|N|O|1997-10-17|1997-09-16|1997-10-23|TAKE BACK RETURN|SHIP|ress packages are furiously|
+5185|128|9|5|8|8224.96|0.04|0.00|N|O|1997-08-30|1997-09-02|1997-09-22|COLLECT COD|REG AIR|sts around the slyly perma|
+5185|146|9|6|50|52307.00|0.03|0.04|N|O|1997-10-15|1997-10-19|1997-11-06|TAKE BACK RETURN|FOB|final platelets. ideas sleep careful|
+5186|55|10|1|38|36291.90|0.06|0.02|N|O|1996-11-23|1996-09-21|1996-12-11|DELIVER IN PERSON|MAIL|y ruthless foxes. fluffily |
+5186|91|2|2|31|30723.79|0.09|0.03|N|O|1996-10-19|1996-09-26|1996-10-25|TAKE BACK RETURN|REG AIR| accounts use furiously slyly spe|
+5186|89|10|3|26|25716.08|0.03|0.02|N|O|1996-08-08|1996-10-05|1996-08-21|DELIVER IN PERSON|FOB|capades. accounts sublate. pinto|
+5186|90|1|4|8|7920.72|0.10|0.05|N|O|1996-09-23|1996-09-29|1996-09-30|COLLECT COD|RAIL|y regular notornis k|
+5186|18|2|5|28|25704.28|0.09|0.03|N|O|1996-10-05|1996-10-27|1996-10-19|TAKE BACK RETURN|RAIL|al decoys. blit|
+5186|82|3|6|35|34372.80|0.00|0.05|N|O|1996-10-20|1996-10-12|1996-11-12|TAKE BACK RETURN|RAIL|sly silent pack|
+5186|198|10|7|44|48320.36|0.00|0.08|N|O|1996-09-23|1996-10-14|1996-10-01|NONE|TRUCK|old, final accounts cajole sl|
+5187|11|1|1|49|44639.49|0.04|0.06|N|O|1997-10-20|1997-10-12|1997-10-26|DELIVER IN PERSON|AIR|l, regular platelets instead of the foxes w|
+5187|83|4|2|1|983.08|0.10|0.08|N|O|1997-08-08|1997-08-24|1997-08-22|DELIVER IN PERSON|REG AIR|aggle never bold |
+5188|118|2|1|18|18325.98|0.04|0.03|N|O|1995-06-19|1995-05-19|1995-06-25|DELIVER IN PERSON|AIR|p according to the sometimes regu|
+5188|194|8|2|36|39390.84|0.04|0.02|A|F|1995-03-09|1995-05-16|1995-03-19|NONE|TRUCK|packages? blithely s|
+5188|148|1|3|9|9433.26|0.06|0.08|A|F|1995-05-09|1995-05-22|1995-05-19|TAKE BACK RETURN|REG AIR|r attainments are across the |
+5189|138|9|1|44|45677.72|0.02|0.06|A|F|1994-01-13|1994-02-07|1994-01-21|DELIVER IN PERSON|MAIL|y finally pendin|
+5189|16|3|2|38|34808.38|0.06|0.00|A|F|1994-03-26|1994-01-28|1994-04-20|DELIVER IN PERSON|REG AIR|ideas. idle, final deposits de|
+5189|110|5|3|4|4040.44|0.09|0.02|A|F|1993-12-21|1994-02-23|1994-01-09|DELIVER IN PERSON|REG AIR|. blithely exp|
+5189|94|7|4|49|48710.41|0.05|0.01|R|F|1994-01-22|1994-01-19|1994-02-04|TAKE BACK RETURN|SHIP| requests |
+5189|123|2|5|14|14323.68|0.02|0.03|A|F|1994-01-23|1994-01-05|1994-02-12|DELIVER IN PERSON|REG AIR|unusual packag|
+5189|17|8|6|41|37597.41|0.02|0.06|R|F|1993-12-12|1994-02-05|1994-01-09|DELIVER IN PERSON|RAIL|ial theodolites cajole slyly. slyly unus|
+5190|56|1|1|43|41110.15|0.09|0.06|A|F|1992-08-19|1992-06-10|1992-09-01|DELIVER IN PERSON|FOB|encies use fluffily unusual requests? hoc|
+5190|132|3|2|6|6192.78|0.10|0.08|A|F|1992-08-08|1992-07-14|1992-08-22|COLLECT COD|RAIL|furiously regular pinto beans. furiously i|
+5190|89|10|3|45|44508.60|0.04|0.03|A|F|1992-07-23|1992-06-16|1992-08-04|NONE|FOB|y carefully final ideas. f|
+5191|115|6|1|41|41619.51|0.00|0.08|A|F|1995-02-05|1995-02-27|1995-02-15|DELIVER IN PERSON|AIR|uests! ironic theodolites cajole care|
+5191|168|7|2|40|42726.40|0.02|0.01|A|F|1995-03-31|1995-02-21|1995-04-02|NONE|AIR|nes haggle sometimes. requests eng|
+5191|43|4|3|27|25462.08|0.07|0.05|A|F|1994-12-26|1995-01-24|1995-01-14|DELIVER IN PERSON|RAIL|tructions nag bravely within the re|
+5191|183|4|4|7|7582.26|0.01|0.04|A|F|1995-03-24|1995-01-30|1995-03-30|NONE|RAIL|eposits. express|
+5216|69|10|1|17|16474.02|0.04|0.06|N|O|1997-08-20|1997-11-07|1997-09-14|COLLECT COD|FOB|s according to the accounts bo|
+5217|80|1|1|50|49004.00|0.05|0.02|N|O|1995-12-26|1995-11-21|1996-01-24|DELIVER IN PERSON|MAIL|s. express, express accounts c|
+5217|16|7|2|23|21068.23|0.06|0.07|N|O|1996-01-18|1995-12-24|1996-02-10|COLLECT COD|RAIL|ven ideas. requests amo|
+5217|102|7|3|23|23048.30|0.03|0.02|N|O|1995-11-15|1995-12-17|1995-11-27|DELIVER IN PERSON|FOB|pending packages cajole ne|
+5217|81|2|4|47|46110.76|0.04|0.00|N|O|1995-11-24|1995-12-25|1995-11-25|COLLECT COD|AIR|ronic packages i|
+5218|83|4|1|43|42272.44|0.05|0.04|A|F|1992-08-04|1992-09-12|1992-08-17|DELIVER IN PERSON|SHIP|k theodolites. express, even id|
+5218|125|4|2|33|33828.96|0.06|0.01|R|F|1992-09-16|1992-09-30|1992-09-27|NONE|TRUCK|ronic instructi|
+5219|135|6|1|2|2070.26|0.08|0.00|N|O|1997-06-26|1997-04-29|1997-07-08|TAKE BACK RETURN|FOB| blithely according to the stea|
+5219|119|9|2|20|20382.20|0.05|0.00|N|O|1997-04-20|1997-05-26|1997-05-13|COLLECT COD|FOB|e along the ironic,|
+5220|83|4|1|27|26543.16|0.10|0.04|R|F|1992-09-21|1992-08-29|1992-10-16|DELIVER IN PERSON|RAIL|s cajole blithely furiously iron|
+5221|104|9|1|24|24098.40|0.07|0.03|N|O|1995-10-04|1995-08-11|1995-10-30|COLLECT COD|REG AIR|s pinto beans sleep. sly|
+5221|9|10|2|34|30906.00|0.01|0.05|N|O|1995-09-11|1995-07-17|1995-10-10|COLLECT COD|SHIP|eans. furio|
+5221|180|10|3|16|17282.88|0.04|0.01|N|O|1995-08-29|1995-09-06|1995-09-12|TAKE BACK RETURN|TRUCK|ending request|
+5222|151|3|1|1|1051.15|0.00|0.00|A|F|1994-08-19|1994-07-16|1994-09-08|TAKE BACK RETURN|FOB|idle requests. carefully pending pinto bean|
+5223|45|4|1|24|22680.96|0.00|0.00|A|F|1994-10-03|1994-09-20|1994-10-11|TAKE BACK RETURN|TRUCK|refully bold courts besides the regular,|
+5223|124|9|2|25|25603.00|0.09|0.02|R|F|1994-07-12|1994-08-13|1994-08-01|NONE|FOB|y express ideas impress|
+5223|6|3|3|19|17214.00|0.04|0.01|R|F|1994-10-28|1994-08-26|1994-10-31|COLLECT COD|REG AIR|ntly. furiously even excuses a|
+5223|130|9|4|40|41205.20|0.01|0.04|R|F|1994-10-01|1994-09-18|1994-10-28|COLLECT COD|SHIP|kly pending |
+5248|81|2|1|39|38262.12|0.05|0.03|N|O|1995-08-10|1995-07-04|1995-09-09|TAKE BACK RETURN|MAIL|yly even accounts. spe|
+5248|138|9|2|45|46715.85|0.00|0.06|A|F|1995-05-09|1995-07-12|1995-05-27|DELIVER IN PERSON|FOB|. bold, pending foxes h|
+5249|50|9|1|31|29451.55|0.07|0.03|A|F|1994-11-21|1994-11-19|1994-12-08|NONE|REG AIR|f the excuses. furiously fin|
+5249|31|7|2|44|40965.32|0.05|0.00|A|F|1994-12-28|1994-11-29|1994-12-29|TAKE BACK RETURN|MAIL|ole furiousl|
+5249|32|8|3|13|12116.39|0.09|0.00|R|F|1994-09-27|1994-10-20|1994-10-05|DELIVER IN PERSON|SHIP|ites. finally exp|
+5249|146|3|4|29|30338.06|0.00|0.05|A|F|1994-09-16|1994-11-03|1994-10-06|NONE|TRUCK| players. f|
+5249|158|6|5|12|12697.80|0.01|0.08|R|F|1994-12-28|1994-11-07|1995-01-15|COLLECT COD|MAIL|press depths could have to sleep carefu|
+5250|44|3|1|2|1888.08|0.08|0.04|N|O|1995-08-09|1995-10-10|1995-08-13|COLLECT COD|AIR|its. final pinto|
+5250|192|6|2|27|29489.13|0.10|0.05|N|O|1995-10-24|1995-09-03|1995-11-18|COLLECT COD|TRUCK|l forges are. furiously unusual pin|
+5251|139|10|1|36|37408.68|0.10|0.01|N|O|1995-07-16|1995-07-05|1995-07-28|DELIVER IN PERSON|FOB|slowly! bli|
+5252|141|10|1|13|13534.82|0.02|0.01|N|O|1996-03-02|1996-05-10|1996-03-11|NONE|FOB|boost fluffily across |
+5252|139|5|2|39|40526.07|0.06|0.05|N|O|1996-05-17|1996-04-23|1996-05-23|COLLECT COD|AIR|gular requests.|
+5252|195|9|3|9|9856.71|0.09|0.03|N|O|1996-05-30|1996-05-03|1996-06-26|TAKE BACK RETURN|RAIL|x. slyly special depos|
+5252|87|8|4|48|47379.84|0.01|0.06|N|O|1996-04-17|1996-03-19|1996-05-03|COLLECT COD|AIR|bold requests. furious|
+5252|68|5|5|24|23233.44|0.04|0.05|N|O|1996-05-11|1996-04-17|1996-05-12|COLLECT COD|REG AIR|posits after the fluffi|
+5252|3|10|6|41|37023.00|0.02|0.03|N|O|1996-03-16|1996-04-18|1996-03-17|NONE|TRUCK|ording to the blithely express somas sho|
+5253|31|2|1|35|32586.05|0.02|0.00|N|O|1995-07-23|1995-06-12|1995-08-03|DELIVER IN PERSON|AIR|ven deposits. careful|
+5253|150|7|2|38|39905.70|0.02|0.06|N|O|1995-08-03|1995-06-14|1995-08-27|DELIVER IN PERSON|REG AIR|onic dependencies are furiou|
+5253|14|5|3|9|8226.09|0.03|0.08|N|F|1995-06-08|1995-05-12|1995-06-23|DELIVER IN PERSON|REG AIR|lyly express deposits use furiou|
+5253|166|1|4|25|26654.00|0.04|0.03|A|F|1995-05-21|1995-06-13|1995-06-09|COLLECT COD|TRUCK|urts. even theodoli|
+5254|111|2|1|35|35388.85|0.01|0.07|A|F|1992-07-28|1992-09-05|1992-08-07|COLLECT COD|REG AIR|ntegrate carefully among the pending|
+5254|135|6|2|10|10351.30|0.05|0.04|A|F|1992-11-19|1992-10-20|1992-12-15|COLLECT COD|SHIP| accounts. silent deposit|
+5254|192|5|3|32|34950.08|0.00|0.08|A|F|1992-08-10|1992-09-21|1992-08-16|NONE|RAIL|ts impress closely furi|
+5254|163|2|4|45|47842.20|0.05|0.06|A|F|1992-11-11|1992-09-01|1992-12-07|COLLECT COD|REG AIR| wake. blithely silent excuse|
+5254|29|8|5|23|21367.46|0.02|0.06|A|F|1992-08-16|1992-09-05|1992-09-15|COLLECT COD|RAIL|lyly regular accounts. furiously pendin|
+5254|158|3|6|34|35977.10|0.09|0.02|R|F|1992-08-29|1992-10-16|1992-09-20|TAKE BACK RETURN|RAIL| furiously above the furiously |
+5254|20|7|7|9|8280.18|0.09|0.03|R|F|1992-07-29|1992-10-15|1992-08-20|TAKE BACK RETURN|REG AIR| wake blithely fluff|
+5255|131|7|1|2|2062.26|0.04|0.08|N|O|1996-09-27|1996-10-04|1996-10-04|DELIVER IN PERSON|RAIL|ajole blithely fluf|
+5255|172|10|2|30|32165.10|0.04|0.08|N|O|1996-09-20|1996-08-18|1996-10-09|TAKE BACK RETURN|AIR| to the silent requests cajole b|
+5255|130|3|3|41|42235.33|0.09|0.03|N|O|1996-08-21|1996-09-24|1996-09-05|COLLECT COD|FOB|tect blithely against t|
+5280|97|9|1|16|15953.44|0.02|0.03|N|O|1998-03-29|1998-01-28|1998-04-03|TAKE BACK RETURN|SHIP| foxes are furiously. theodoli|
+5280|176|5|2|46|49503.82|0.01|0.06|N|O|1998-01-04|1998-01-21|1998-02-03|TAKE BACK RETURN|FOB|efully carefully pen|
+5281|114|1|1|37|37522.07|0.05|0.02|N|O|1995-11-10|1996-01-31|1995-11-22|DELIVER IN PERSON|MAIL|ronic dependencies. fluffily final p|
+5281|105|2|2|38|38193.80|0.00|0.05|N|O|1996-02-17|1995-12-19|1996-02-29|NONE|RAIL|n asymptotes could wake about th|
+5281|127|2|3|23|23623.76|0.08|0.00|N|O|1995-12-30|1996-01-26|1996-01-23|COLLECT COD|REG AIR|. final theodolites cajole. ironic p|
+5281|87|8|4|48|47379.84|0.03|0.05|N|O|1996-01-31|1995-12-23|1996-02-08|TAKE BACK RETURN|REG AIR|ss the furiously |
+5281|43|10|5|33|31120.32|0.01|0.07|N|O|1996-03-01|1995-12-28|1996-03-05|COLLECT COD|RAIL|ly brave foxes. bold deposits above the |
+5282|118|2|1|36|36651.96|0.05|0.02|N|O|1998-05-20|1998-04-10|1998-06-14|DELIVER IN PERSON|TRUCK|re slyly accor|
+5282|52|10|2|32|30465.60|0.02|0.05|N|O|1998-03-01|1998-03-31|1998-03-03|NONE|FOB|onic deposits; furiou|
+5282|58|10|3|28|26825.40|0.03|0.06|N|O|1998-05-06|1998-04-24|1998-05-30|COLLECT COD|SHIP|fily final instruc|
+5283|5|2|1|20|18100.00|0.05|0.02|A|F|1994-09-16|1994-08-03|1994-10-15|TAKE BACK RETURN|TRUCK|al deposits? blithely even pinto beans|
+5283|186|7|2|1|1086.18|0.10|0.08|R|F|1994-06-20|1994-08-03|1994-07-01|COLLECT COD|FOB|deposits within the furio|
+5284|173|1|1|16|17170.72|0.04|0.02|N|O|1995-08-17|1995-08-23|1995-08-26|DELIVER IN PERSON|TRUCK|unts detect furiously even d|
+5284|44|7|2|24|22656.96|0.03|0.08|N|O|1995-10-21|1995-08-23|1995-10-27|COLLECT COD|AIR| haggle according |
+5285|193|5|1|31|33888.89|0.08|0.00|A|F|1994-04-17|1994-04-05|1994-05-09|NONE|RAIL|ubt. quickly blithe |
+5285|31|2|2|37|34448.11|0.09|0.02|R|F|1994-02-26|1994-02-18|1994-03-27|NONE|SHIP|uffily regu|
+5285|34|10|3|24|22416.72|0.02|0.04|A|F|1994-04-19|1994-04-03|1994-04-25|DELIVER IN PERSON|FOB|ess packages. quick, even deposits snooze b|
+5285|43|2|4|12|11316.48|0.05|0.06|A|F|1994-04-22|1994-04-07|1994-05-19|NONE|AIR| deposits-- quickly bold requests hag|
+5285|71|2|5|1|971.07|0.03|0.05|R|F|1994-03-14|1994-02-20|1994-04-10|COLLECT COD|TRUCK|e fluffily about the slyly special pa|
+5285|146|7|6|1|1046.14|0.06|0.01|R|F|1994-02-08|1994-04-02|1994-02-17|COLLECT COD|SHIP|ing deposits integra|
+5286|199|1|1|1|1099.19|0.01|0.07|N|O|1997-11-25|1997-11-07|1997-12-17|COLLECT COD|REG AIR|ly! furiously final pack|
+5286|97|1|2|7|6979.63|0.06|0.05|N|O|1997-10-23|1997-12-10|1997-11-20|TAKE BACK RETURN|RAIL|y express instructions sleep carefull|
+5286|16|10|3|3|2748.03|0.06|0.08|N|O|1997-12-04|1997-11-06|1997-12-09|COLLECT COD|MAIL|re fluffily|
+5286|40|6|4|6|5640.24|0.04|0.03|N|O|1997-10-15|1997-12-05|1997-11-12|COLLECT COD|RAIL|y special a|
+5286|186|7|5|38|41274.84|0.07|0.05|N|O|1997-11-29|1997-11-26|1997-12-15|TAKE BACK RETURN|SHIP|fluffily. special, ironic deposit|
+5286|138|9|6|24|24915.12|0.08|0.00|N|O|1997-09-27|1997-12-21|1997-09-30|COLLECT COD|TRUCK|s. express foxes of the|
+5287|39|10|1|32|30048.96|0.01|0.01|A|F|1994-01-29|1994-01-27|1994-02-08|NONE|RAIL|heodolites haggle caref|
+5312|61|6|1|27|25948.62|0.04|0.08|A|F|1995-04-20|1995-04-09|1995-04-25|COLLECT COD|SHIP|tructions cajol|
+5312|2|5|2|43|38786.00|0.05|0.08|A|F|1995-03-24|1995-05-07|1995-03-28|NONE|TRUCK|ly unusual|
+5313|17|1|1|34|31178.34|0.10|0.02|N|O|1997-08-07|1997-08-12|1997-08-24|DELIVER IN PERSON|FOB|ccording to the blithely final account|
+5313|13|10|2|17|15521.17|0.00|0.02|N|O|1997-09-02|1997-08-20|1997-09-07|NONE|SHIP|uests wake|
+5313|112|9|3|47|47569.17|0.06|0.08|N|O|1997-08-12|1997-08-18|1997-08-13|TAKE BACK RETURN|RAIL|pinto beans across the |
+5313|197|1|4|16|17555.04|0.08|0.00|N|O|1997-10-04|1997-08-02|1997-10-25|COLLECT COD|REG AIR|ckages wake carefully aga|
+5313|72|1|5|30|29162.10|0.06|0.08|N|O|1997-06-27|1997-07-18|1997-06-30|NONE|SHIP|nding packages use|
+5313|120|7|6|21|21422.52|0.05|0.05|N|O|1997-09-26|1997-09-02|1997-10-18|COLLECT COD|FOB|he blithely regular packages. quickly|
+5314|118|9|1|10|10181.10|0.07|0.05|N|O|1995-09-26|1995-07-24|1995-10-19|DELIVER IN PERSON|RAIL|latelets haggle final|
+5314|125|6|2|16|16401.92|0.00|0.04|N|O|1995-09-25|1995-07-08|1995-10-17|COLLECT COD|SHIP|hely unusual packages acc|
+5315|35|1|1|12|11220.36|0.08|0.06|R|F|1992-12-18|1993-01-16|1993-01-10|NONE|AIR|ccounts. furiously ironi|
+5315|179|10|2|39|42087.63|0.00|0.06|R|F|1992-11-09|1992-12-29|1992-12-07|NONE|SHIP|ly alongside of the ca|
+5316|108|1|1|29|29234.90|0.10|0.05|R|F|1994-03-28|1994-04-29|1994-04-09|DELIVER IN PERSON|REG AIR|ckly unusual foxes bo|
+5316|136|7|2|31|32120.03|0.00|0.08|A|F|1994-04-01|1994-04-21|1994-04-12|DELIVER IN PERSON|MAIL|s. deposits cajole around t|
+5317|82|3|1|29|28480.32|0.02|0.06|A|F|1994-11-28|1994-11-27|1994-12-16|COLLECT COD|FOB|oss the carefull|
+5317|171|2|2|18|19281.06|0.06|0.06|A|F|1995-01-02|1994-10-29|1995-01-16|NONE|RAIL|g to the blithely p|
+5317|120|4|3|37|37744.44|0.09|0.00|R|F|1994-09-15|1994-10-24|1994-09-23|NONE|TRUCK|totes nag theodolites. pend|
+5317|67|6|4|50|48353.00|0.09|0.01|A|F|1994-10-17|1994-10-25|1994-11-03|NONE|REG AIR|cajole furiously. accounts use quick|
+5317|95|8|5|19|18906.71|0.07|0.07|R|F|1994-12-15|1994-10-18|1994-12-27|NONE|MAIL|onic requests boost bli|
+5317|115|9|6|48|48725.28|0.01|0.03|A|F|1994-09-19|1994-11-25|1994-10-03|COLLECT COD|MAIL|ts about the packages cajole furio|
+5317|169|4|7|30|32074.80|0.07|0.07|A|F|1994-10-13|1994-10-31|1994-10-28|NONE|AIR|cross the attainments. slyly |
+5318|61|6|1|13|12493.78|0.10|0.04|R|F|1993-07-15|1993-06-25|1993-08-13|COLLECT COD|REG AIR|ly silent ideas. ideas haggle among the |
+5318|180|1|2|26|28084.68|0.00|0.04|R|F|1993-07-07|1993-05-23|1993-07-28|COLLECT COD|SHIP|al, express foxes. bold requests sleep alwa|
+5318|7|10|3|37|33559.00|0.07|0.05|A|F|1993-07-09|1993-06-22|1993-07-21|COLLECT COD|SHIP|ickly final deposi|
+5318|142|5|4|31|32306.34|0.01|0.04|R|F|1993-07-28|1993-05-06|1993-08-06|DELIVER IN PERSON|REG AIR|requests must sleep slyly quickly|
+5319|150|9|1|31|32554.65|0.04|0.07|N|O|1996-03-26|1996-03-07|1996-04-24|COLLECT COD|TRUCK|d carefully about the courts. fluffily spe|
+5319|44|3|2|39|36817.56|0.09|0.05|N|O|1996-05-17|1996-03-14|1996-06-11|NONE|TRUCK|unts. furiously silent|
+5344|19|3|1|6|5514.06|0.07|0.01|N|O|1998-08-04|1998-09-03|1998-08-11|TAKE BACK RETURN|REG AIR|ithely about the pending plate|
+5344|79|9|2|37|36225.59|0.03|0.07|N|O|1998-10-09|1998-07-26|1998-11-08|NONE|TRUCK|thely express packages|
+5344|67|8|3|26|25143.56|0.02|0.06|N|O|1998-08-27|1998-08-22|1998-09-24|NONE|AIR|furiously pending, silent multipliers.|
+5344|39|10|4|21|19719.63|0.03|0.01|N|O|1998-08-31|1998-09-06|1998-09-02|NONE|MAIL|xes. furiously even pinto beans sleep f|
+5345|83|4|1|3|2949.24|0.05|0.01|N|O|1997-12-10|1997-10-03|1998-01-05|COLLECT COD|SHIP|ites wake carefully unusual |
+5345|146|5|2|2|2092.28|0.10|0.02|N|O|1997-11-18|1997-10-12|1997-12-08|NONE|MAIL|ut the slyly specia|
+5345|192|5|3|46|50240.74|0.06|0.04|N|O|1997-10-06|1997-09-27|1997-10-18|COLLECT COD|REG AIR|slyly special deposits. fin|
+5345|114|4|4|37|37522.07|0.01|0.01|N|O|1997-11-01|1997-10-09|1997-11-26|DELIVER IN PERSON|AIR| along the ironically fina|
+5345|34|10|5|22|20548.66|0.02|0.02|N|O|1997-08-27|1997-11-22|1997-09-10|TAKE BACK RETURN|MAIL|leep slyly regular fox|
+5346|149|8|1|21|22031.94|0.07|0.08|R|F|1994-03-11|1994-03-07|1994-04-04|DELIVER IN PERSON|RAIL|integrate blithely a|
+5346|192|5|2|13|14198.47|0.04|0.04|A|F|1994-02-03|1994-02-05|1994-02-09|COLLECT COD|TRUCK|y. fluffily bold accounts grow. furio|
+5346|109|2|3|7|7063.70|0.08|0.05|A|F|1994-01-30|1994-03-26|1994-01-31|DELIVER IN PERSON|SHIP|equests use carefully care|
+5346|162|3|4|35|37175.60|0.06|0.02|A|F|1994-02-09|1994-03-01|1994-02-14|TAKE BACK RETURN|FOB|nic excuses cajole entic|
+5346|121|2|5|25|25528.00|0.05|0.06|R|F|1993-12-28|1994-03-19|1994-01-09|TAKE BACK RETURN|REG AIR|he ironic ideas are boldly slyly ironi|
+5346|33|9|6|6|5598.18|0.08|0.04|R|F|1994-03-01|1994-02-04|1994-03-09|NONE|REG AIR|escapades sleep furiously beside the |
+5346|80|9|7|41|40183.28|0.05|0.04|R|F|1994-01-10|1994-02-15|1994-01-26|TAKE BACK RETURN|REG AIR|fully close instructi|
+5347|83|4|1|48|47187.84|0.04|0.08|A|F|1995-02-25|1995-04-26|1995-03-26|NONE|SHIP|equests are slyly. blithely regu|
+5347|124|3|2|47|48133.64|0.02|0.01|N|F|1995-06-05|1995-03-29|1995-06-28|COLLECT COD|AIR|across the slyly bol|
+5347|23|2|3|34|31382.68|0.06|0.00|A|F|1995-05-18|1995-04-04|1995-06-02|DELIVER IN PERSON|SHIP| pending deposits. fluffily regular senti|
+5347|40|1|4|4|3760.16|0.06|0.03|A|F|1995-03-24|1995-04-03|1995-04-01|NONE|SHIP|ldly pending asymptotes ki|
+5347|131|2|5|21|21653.73|0.08|0.04|R|F|1995-04-01|1995-04-16|1995-04-23|NONE|SHIP|sly slyly final requests. careful|
+5347|56|1|6|6|5736.30|0.06|0.02|A|F|1995-04-11|1995-04-14|1995-05-02|NONE|TRUCK|lly unusual ideas. sl|
+5347|50|7|7|18|17100.90|0.01|0.01|N|F|1995-05-24|1995-05-07|1995-06-19|NONE|FOB|he ideas among the requests |
+5348|69|4|1|21|20350.26|0.10|0.04|N|O|1997-12-11|1997-12-24|1997-12-28|NONE|REG AIR| regular theodolites haggle car|
+5348|156|1|2|31|32740.65|0.07|0.02|N|O|1998-01-04|1997-12-09|1998-01-17|COLLECT COD|RAIL|are finally|
+5348|17|8|3|16|14672.16|0.06|0.08|N|O|1998-02-28|1997-12-25|1998-03-12|DELIVER IN PERSON|AIR|uriously thin pinto beans |
+5348|20|4|4|7|6440.14|0.04|0.00|N|O|1998-01-29|1997-12-20|1998-02-10|DELIVER IN PERSON|RAIL|even foxes. epitap|
+5348|2|5|5|37|33374.00|0.06|0.07|N|O|1997-12-01|1998-02-02|1997-12-07|NONE|FOB|y according to the carefully pending acco|
+5348|143|10|6|14|14603.96|0.06|0.05|N|O|1997-12-16|1998-01-12|1997-12-24|COLLECT COD|FOB|en pinto beans. somas cajo|
+5349|156|7|1|19|20066.85|0.06|0.01|N|O|1996-09-11|1996-11-18|1996-09-22|TAKE BACK RETURN|FOB|endencies use whithout the special |
+5349|168|3|2|14|14954.24|0.06|0.00|N|O|1996-11-07|1996-11-17|1996-11-20|TAKE BACK RETURN|TRUCK|fully regular |
+5349|4|5|3|6|5424.00|0.10|0.01|N|O|1996-12-30|1996-10-08|1997-01-01|DELIVER IN PERSON|MAIL|inal deposits affix carefully|
+5350|122|3|1|19|19420.28|0.02|0.06|R|F|1993-10-20|1993-11-15|1993-11-17|DELIVER IN PERSON|RAIL|romise slyly alongsi|
+5350|191|4|2|44|48012.36|0.04|0.06|R|F|1993-10-30|1993-11-23|1993-11-25|DELIVER IN PERSON|AIR|p above the ironic, pending dep|
+5350|54|9|3|12|11448.60|0.10|0.04|A|F|1994-01-30|1993-11-21|1994-02-15|COLLECT COD|REG AIR| cajole. even instructions haggle. blithe|
+5350|155|10|4|7|7386.05|0.08|0.00|R|F|1993-10-19|1993-12-28|1993-11-04|NONE|SHIP|alongside of th|
+5350|129|10|5|27|27786.24|0.07|0.04|A|F|1993-11-25|1993-12-27|1993-12-08|COLLECT COD|TRUCK|es. blithe theodolites haggl|
+5351|7|2|1|36|32652.00|0.06|0.05|N|O|1998-07-27|1998-07-06|1998-08-25|NONE|MAIL|ss the ironic, regular asymptotes cajole |
+5351|33|9|2|47|43852.41|0.04|0.01|N|O|1998-05-30|1998-08-08|1998-06-23|DELIVER IN PERSON|REG AIR|s. grouches cajole. sile|
+5351|106|3|3|2|2012.20|0.00|0.02|N|O|1998-05-12|1998-07-15|1998-05-24|NONE|TRUCK|g accounts wake furiously slyly even dolph|
+5376|61|6|1|42|40364.52|0.10|0.04|A|F|1994-09-20|1994-08-30|1994-09-29|TAKE BACK RETURN|REG AIR|y even asymptotes. courts are unusual pa|
+5376|91|4|2|44|43607.96|0.05|0.02|R|F|1994-08-30|1994-08-05|1994-09-07|COLLECT COD|AIR|ithe packages detect final theodolites. f|
+5376|65|6|3|18|17371.08|0.02|0.08|A|F|1994-10-29|1994-09-13|1994-11-01|COLLECT COD|MAIL| accounts boo|
+5377|79|8|1|40|39162.80|0.00|0.04|N|O|1997-05-21|1997-06-15|1997-05-26|DELIVER IN PERSON|AIR|lithely ironic theodolites are care|
+5377|30|3|2|17|15810.51|0.09|0.00|N|O|1997-07-05|1997-05-25|1997-07-22|COLLECT COD|RAIL|dencies. carefully regular re|
+5377|103|8|3|23|23071.30|0.07|0.08|N|O|1997-06-26|1997-07-13|1997-07-08|COLLECT COD|RAIL| silent wa|
+5377|104|7|4|12|12049.20|0.05|0.07|N|O|1997-05-08|1997-06-15|1997-05-15|DELIVER IN PERSON|MAIL| ironic, final|
+5377|173|3|5|27|28975.59|0.08|0.02|N|O|1997-07-11|1997-06-12|1997-08-08|TAKE BACK RETURN|MAIL|press theodolites. e|
+5378|155|3|1|39|41150.85|0.07|0.04|R|F|1992-11-25|1992-12-22|1992-12-02|COLLECT COD|AIR|ts are quickly around the|
+5378|62|9|2|46|44254.76|0.01|0.04|A|F|1993-02-17|1993-01-20|1993-02-26|COLLECT COD|REG AIR|into beans sleep. fu|
+5378|10|7|3|18|16380.18|0.02|0.03|R|F|1992-11-25|1992-12-21|1992-12-10|COLLECT COD|FOB|onic accounts was bold, |
+5379|199|1|1|40|43967.60|0.01|0.08|N|O|1995-10-01|1995-10-19|1995-10-30|COLLECT COD|MAIL|carefully final accounts haggle blithely. |
+5380|182|3|1|14|15150.52|0.10|0.01|N|O|1997-12-18|1997-12-03|1998-01-06|NONE|RAIL|final platelets.|
+5380|147|6|2|10|10471.40|0.09|0.05|N|O|1997-11-24|1998-01-10|1997-12-21|COLLECT COD|AIR|refully pending deposits. special, even t|
+5380|184|5|3|40|43367.20|0.02|0.08|N|O|1997-12-30|1997-11-27|1998-01-09|DELIVER IN PERSON|SHIP|ar asymptotes. blithely r|
+5380|66|3|4|6|5796.36|0.09|0.05|N|O|1997-11-15|1998-01-08|1997-12-11|COLLECT COD|MAIL|es. fluffily brave accounts across t|
+5380|107|8|5|48|48340.80|0.04|0.03|N|O|1997-12-01|1997-12-28|1997-12-05|DELIVER IN PERSON|FOB|encies haggle car|
+5381|188|9|1|37|40262.66|0.04|0.01|A|F|1993-04-08|1993-04-07|1993-04-12|DELIVER IN PERSON|SHIP|ly final deposits print carefully. unusua|
+5381|111|8|2|48|48533.28|0.04|0.03|R|F|1993-04-22|1993-04-17|1993-05-14|TAKE BACK RETURN|FOB|luffily spec|
+5381|192|3|3|13|14198.47|0.08|0.03|R|F|1993-05-09|1993-04-26|1993-05-25|NONE|FOB|s after the f|
+5381|168|3|4|17|18158.72|0.05|0.05|R|F|1993-05-25|1993-04-14|1993-06-17|NONE|MAIL|ckly final requests haggle qui|
+5381|63|8|5|49|47189.94|0.06|0.02|R|F|1993-05-08|1993-04-07|1993-06-03|NONE|FOB| accounts. regular, regula|
+5381|132|3|6|33|34060.29|0.10|0.00|A|F|1993-04-09|1993-04-03|1993-04-22|DELIVER IN PERSON|SHIP|ly special deposits |
+5381|44|3|7|31|29265.24|0.04|0.05|A|F|1993-04-10|1993-03-22|1993-04-13|TAKE BACK RETURN|MAIL|the carefully expre|
+5382|153|8|1|34|35807.10|0.03|0.03|R|F|1992-02-22|1992-02-18|1992-03-02|DELIVER IN PERSON|FOB|gular accounts. even accounts integrate|
+5382|55|3|2|13|12415.65|0.09|0.06|A|F|1992-01-16|1992-03-12|1992-02-06|NONE|MAIL|eodolites. final foxes |
+5382|149|10|3|3|3147.42|0.10|0.06|A|F|1992-03-22|1992-03-06|1992-04-19|TAKE BACK RETURN|AIR|efully unusua|
+5382|62|9|4|20|19241.20|0.08|0.02|A|F|1992-03-26|1992-02-17|1992-04-15|DELIVER IN PERSON|FOB|carefully regular accounts. slyly ev|
+5382|177|8|5|14|15080.38|0.02|0.02|A|F|1992-04-05|1992-04-05|1992-05-04|TAKE BACK RETURN|FOB| brave platelets. ev|
+5382|180|9|6|6|6481.08|0.02|0.01|A|F|1992-03-07|1992-04-02|1992-03-18|TAKE BACK RETURN|FOB|y final foxes by the sl|
+5382|105|2|7|48|48244.80|0.05|0.05|A|F|1992-02-14|1992-03-19|1992-02-25|DELIVER IN PERSON|REG AIR|nts integrate quickly ca|
+5383|96|7|1|12|11953.08|0.04|0.00|N|O|1995-07-02|1995-08-16|1995-08-01|TAKE BACK RETURN|AIR|y regular instructi|
+5408|102|7|1|2|2004.20|0.07|0.04|R|F|1992-08-21|1992-10-03|1992-08-28|DELIVER IN PERSON|MAIL|cross the dolphins h|
+5408|118|2|2|35|35633.85|0.04|0.05|R|F|1992-10-02|1992-10-17|1992-10-13|TAKE BACK RETURN|AIR|thely ironic requests alongside of the sl|
+5408|76|6|3|34|33186.38|0.10|0.02|A|F|1992-10-22|1992-08-25|1992-11-16|DELIVER IN PERSON|TRUCK|requests detect blithely a|
+5408|54|2|4|48|45794.40|0.04|0.05|R|F|1992-09-30|1992-08-27|1992-10-27|NONE|TRUCK|. furiously regular |
+5408|183|4|5|8|8665.44|0.03|0.07|A|F|1992-10-24|1992-09-06|1992-11-03|NONE|AIR|thely regular hocke|
+5409|194|8|1|27|29543.13|0.01|0.02|A|F|1992-02-14|1992-03-18|1992-02-23|DELIVER IN PERSON|AIR|eodolites |
+5409|104|5|2|38|38155.80|0.01|0.02|A|F|1992-03-17|1992-03-29|1992-04-13|NONE|REG AIR|onic, regular accounts! blithely even|
+5409|141|10|3|17|17699.38|0.07|0.00|A|F|1992-01-13|1992-04-05|1992-01-20|DELIVER IN PERSON|AIR|cross the sil|
+5409|1|8|4|9|8109.00|0.07|0.03|A|F|1992-02-15|1992-04-02|1992-02-28|DELIVER IN PERSON|AIR| unusual, unusual reques|
+5409|159|10|5|37|39188.55|0.06|0.04|R|F|1992-05-07|1992-02-10|1992-05-20|DELIVER IN PERSON|FOB|ously regular packages. packages|
+5409|64|3|6|14|13496.84|0.03|0.08|R|F|1992-02-14|1992-03-26|1992-02-29|DELIVER IN PERSON|AIR|osits cajole furiously|
+5410|117|8|1|48|48821.28|0.04|0.08|N|O|1998-09-27|1998-09-11|1998-10-01|TAKE BACK RETURN|AIR| about the slyly even courts. quickly regul|
+5410|105|8|2|41|41209.10|0.01|0.07|N|O|1998-08-25|1998-10-20|1998-09-01|DELIVER IN PERSON|REG AIR|sly. slyly ironic theodolites|
+5410|29|4|3|40|37160.80|0.07|0.08|N|O|1998-11-17|1998-10-02|1998-11-27|COLLECT COD|TRUCK|iously special accounts are along th|
+5410|50|7|4|8|7600.40|0.05|0.04|N|O|1998-09-12|1998-10-22|1998-09-22|DELIVER IN PERSON|TRUCK|ly. fluffily ironic platelets alon|
+5411|96|9|1|17|16933.53|0.05|0.01|N|O|1997-07-22|1997-07-14|1997-07-30|TAKE BACK RETURN|REG AIR| slyly slyly even deposits. carefully b|
+5411|113|7|2|10|10131.10|0.08|0.01|N|O|1997-07-19|1997-08-04|1997-07-26|TAKE BACK RETURN|MAIL|nding, special foxes unw|
+5411|56|7|3|5|4780.25|0.10|0.01|N|O|1997-09-12|1997-08-03|1997-09-23|DELIVER IN PERSON|FOB| bold, ironic theodo|
+5411|129|8|4|15|15436.80|0.08|0.05|N|O|1997-07-01|1997-07-15|1997-07-07|COLLECT COD|RAIL|attainments sleep slyly ironic|
+5411|4|5|5|19|17176.00|0.05|0.08|N|O|1997-05-25|1997-07-30|1997-06-19|COLLECT COD|RAIL|ial accounts according to the f|
+5412|54|9|1|2|1908.10|0.03|0.07|N|O|1998-04-14|1998-04-02|1998-04-19|TAKE BACK RETURN|REG AIR| sleep above the furiou|
+5412|66|1|2|48|46370.88|0.01|0.08|N|O|1998-02-22|1998-03-28|1998-03-18|TAKE BACK RETURN|TRUCK|s. slyly final packages cajole blithe|
+5412|74|2|3|31|30196.17|0.05|0.08|N|O|1998-03-23|1998-04-17|1998-04-10|NONE|SHIP|t the accounts detect slyly about the c|
+5412|97|10|4|26|25924.34|0.02|0.08|N|O|1998-01-22|1998-04-19|1998-02-17|NONE|AIR| the blithel|
+5413|126|7|1|48|49253.76|0.02|0.08|N|O|1998-01-25|1997-11-20|1998-02-22|COLLECT COD|SHIP| theodolites. furiously ironic instr|
+5413|142|9|2|37|38559.18|0.02|0.07|N|O|1997-12-08|1998-01-01|1997-12-13|COLLECT COD|TRUCK|usly bold instructions affix idly unusual, |
+5413|111|8|3|36|36399.96|0.02|0.07|N|O|1997-12-12|1997-11-28|1997-12-25|NONE|TRUCK|ular, regular ideas mold! final requests|
+5413|110|3|4|22|22222.42|0.02|0.08|N|O|1997-11-10|1997-11-24|1997-11-22|DELIVER IN PERSON|FOB|posits. quick|
+5413|189|10|5|5|5445.90|0.10|0.01|N|O|1997-11-28|1997-11-24|1997-12-05|NONE|RAIL|tes are al|
+5413|190|1|6|32|34886.08|0.02|0.03|N|O|1997-10-28|1998-01-03|1997-11-10|NONE|TRUCK|refully special package|
+5413|31|7|7|32|29792.96|0.06|0.07|N|O|1997-10-23|1997-12-09|1997-11-17|NONE|TRUCK|he quickly ironic ideas. slyly ironic ide|
+5414|68|9|1|40|38722.40|0.07|0.06|R|F|1993-04-07|1993-05-18|1993-04-23|COLLECT COD|AIR|ts are evenly across|
+5414|123|8|2|48|49109.76|0.06|0.07|R|F|1993-06-08|1993-05-14|1993-07-06|DELIVER IN PERSON|FOB| silent dolphins; fluffily regular tithe|
+5414|35|1|3|23|21505.69|0.10|0.00|A|F|1993-07-22|1993-05-26|1993-08-08|COLLECT COD|MAIL|e bold, express dolphins. spec|
+5414|133|4|4|15|15496.95|0.06|0.08|R|F|1993-05-18|1993-06-09|1993-05-27|DELIVER IN PERSON|REG AIR|e slyly about the carefully regula|
+5414|9|2|5|19|17271.00|0.01|0.05|R|F|1993-04-06|1993-05-12|1993-05-02|DELIVER IN PERSON|RAIL|ffily silent theodolites na|
+5414|98|1|6|28|27946.52|0.10|0.05|A|F|1993-03-27|1993-06-04|1993-04-07|TAKE BACK RETURN|SHIP|ts sleep sl|
+5415|102|5|1|44|44092.40|0.00|0.06|A|F|1992-08-19|1992-10-26|1992-09-17|TAKE BACK RETURN|TRUCK| requests. unusual theodolites sleep agains|
+5415|31|7|2|16|14896.48|0.08|0.00|A|F|1992-09-29|1992-09-12|1992-10-10|NONE|AIR|pinto beans haggle furiously|
+5415|102|7|3|6|6012.60|0.10|0.03|A|F|1992-10-28|1992-09-09|1992-11-20|COLLECT COD|RAIL|ges around the fur|
+5415|16|7|4|43|39388.43|0.01|0.02|R|F|1992-11-17|1992-09-14|1992-12-14|DELIVER IN PERSON|SHIP|yly blithely stealthy deposits. carefu|
+5415|161|6|5|11|11672.76|0.00|0.01|R|F|1992-11-22|1992-10-19|1992-12-10|DELIVER IN PERSON|SHIP|gle among t|
+5415|144|1|6|46|48030.44|0.03|0.03|R|F|1992-08-25|1992-09-10|1992-09-22|DELIVER IN PERSON|REG AIR|ve the fluffily |
+5415|153|4|7|11|11584.65|0.08|0.06|A|F|1992-08-21|1992-09-04|1992-08-23|NONE|TRUCK|unts maintain carefully unusual|
+5440|115|2|1|3|3045.33|0.02|0.08|N|O|1997-02-18|1997-02-28|1997-03-15|NONE|SHIP|y. accounts haggle along the blit|
+5441|164|1|1|3|3192.48|0.00|0.02|R|F|1994-08-12|1994-10-14|1994-09-01|TAKE BACK RETURN|REG AIR|are. unusual, |
+5441|131|2|2|49|50525.37|0.02|0.03|A|F|1994-09-23|1994-09-22|1994-10-22|NONE|FOB|ording to the furio|
+5441|144|3|3|33|34456.62|0.09|0.02|R|F|1994-10-09|1994-10-06|1994-10-30|DELIVER IN PERSON|TRUCK|ges. final instruction|
+5441|67|4|4|47|45451.82|0.07|0.08|R|F|1994-11-19|1994-10-16|1994-12-16|TAKE BACK RETURN|FOB|ounts wake slyly about the express instr|
+5442|42|5|1|16|15072.64|0.00|0.00|N|O|1998-04-12|1998-03-03|1998-05-04|TAKE BACK RETURN|RAIL|r packages. accounts haggle dependencies. f|
+5442|88|9|2|45|44463.60|0.08|0.01|N|O|1998-03-30|1998-02-24|1998-04-18|TAKE BACK RETURN|AIR|old slyly after |
+5442|61|8|3|12|11532.72|0.01|0.08|N|O|1998-04-15|1998-03-18|1998-05-05|DELIVER IN PERSON|TRUCK|fully final|
+5442|158|9|4|21|22221.15|0.07|0.06|N|O|1998-03-13|1998-02-19|1998-04-06|COLLECT COD|MAIL|ffily furiously ironic theodolites. furio|
+5442|16|7|5|25|22900.25|0.04|0.00|N|O|1998-03-29|1998-02-13|1998-04-13|TAKE BACK RETURN|REG AIR|ake furiously. slyly express th|
+5442|144|3|6|26|27147.64|0.08|0.07|N|O|1998-03-21|1998-03-21|1998-03-25|TAKE BACK RETURN|AIR|have to sleep furiously bold ideas. blith|
+5443|178|9|1|14|15094.38|0.02|0.00|N|O|1996-10-27|1996-11-11|1996-11-21|DELIVER IN PERSON|RAIL|s after the regular, regular deposits hag|
+5443|72|3|2|39|37910.73|0.03|0.07|N|O|1996-11-01|1996-11-30|1996-11-19|NONE|RAIL|gage carefully across the furiously|
+5443|160|5|3|25|26504.00|0.05|0.00|N|O|1996-12-07|1997-01-08|1997-01-05|NONE|FOB|use carefully above the pinto bea|
+5443|191|4|4|6|6547.14|0.05|0.02|N|O|1996-11-17|1996-12-03|1996-11-30|TAKE BACK RETURN|AIR|p fluffily foxe|
+5443|83|4|5|40|39323.20|0.03|0.03|N|O|1997-01-28|1996-12-10|1997-02-13|NONE|FOB|n courts. special re|
+5444|186|7|1|21|22809.78|0.01|0.07|A|F|1995-04-11|1995-04-25|1995-04-21|DELIVER IN PERSON|RAIL|ar packages haggle above th|
+5444|43|6|2|40|37721.60|0.05|0.08|N|O|1995-07-09|1995-04-25|1995-07-19|COLLECT COD|TRUCK|ously bold ideas. instructions wake slyl|
+5444|150|9|3|40|42006.00|0.08|0.01|A|F|1995-04-06|1995-05-08|1995-05-06|DELIVER IN PERSON|AIR| even packages.|
+5444|59|4|4|33|31648.65|0.05|0.04|N|O|1995-06-24|1995-04-24|1995-07-13|DELIVER IN PERSON|SHIP|ut the courts cajole blithely excuses|
+5444|171|9|5|21|22494.57|0.04|0.00|R|F|1995-05-05|1995-05-25|1995-05-29|TAKE BACK RETURN|REG AIR|aves serve sly|
+5444|20|7|6|21|19320.42|0.07|0.01|A|F|1995-03-30|1995-05-01|1995-03-31|COLLECT COD|AIR|furiously even theodolites.|
+5445|90|1|1|33|32672.97|0.08|0.07|A|F|1993-10-21|1993-10-14|1993-10-28|DELIVER IN PERSON|REG AIR|ests. final instructions|
+5445|131|2|2|12|12373.56|0.09|0.08|R|F|1993-11-02|1993-09-05|1993-11-26|COLLECT COD|FOB| slyly pending pinto beans was slyly al|
+5445|103|8|3|46|46142.60|0.04|0.07|A|F|1993-10-06|1993-09-15|1993-10-28|DELIVER IN PERSON|RAIL|old depend|
+5445|149|10|4|10|10491.40|0.08|0.06|A|F|1993-09-16|1993-10-05|1993-10-01|NONE|TRUCK|ncies abou|
+5445|13|10|5|14|12782.14|0.00|0.02|R|F|1993-11-19|1993-10-18|1993-12-07|NONE|RAIL| requests. bravely i|
+5446|190|1|1|27|29435.13|0.05|0.07|R|F|1994-07-21|1994-08-25|1994-08-17|TAKE BACK RETURN|RAIL|ously across the quic|
+5447|99|1|1|31|30971.79|0.09|0.03|N|O|1996-07-14|1996-05-07|1996-07-17|COLLECT COD|SHIP| foxes sleep. blithely unusual accounts det|
+5472|59|10|1|27|25894.35|0.09|0.06|A|F|1993-08-04|1993-07-07|1993-09-03|COLLECT COD|TRUCK|fily pending attainments. unus|
+5472|68|3|2|28|27105.68|0.00|0.03|A|F|1993-07-28|1993-05-28|1993-08-11|TAKE BACK RETURN|FOB|ffily pendin|
+5472|178|7|3|45|48517.65|0.06|0.02|R|F|1993-06-05|1993-05-14|1993-06-10|NONE|TRUCK| idle packages. furi|
+5472|184|5|4|37|40114.66|0.07|0.05|R|F|1993-06-15|1993-07-03|1993-07-09|DELIVER IN PERSON|RAIL|egrate carefully dependencies. |
+5472|75|6|5|40|39002.80|0.02|0.05|A|F|1993-04-13|1993-07-04|1993-05-04|NONE|REG AIR|e requests detect furiously. ruthlessly un|
+5472|167|2|6|39|41619.24|0.02|0.03|R|F|1993-04-18|1993-07-10|1993-05-12|TAKE BACK RETURN|MAIL|uriously carefully |
+5472|15|5|7|1|915.01|0.03|0.02|A|F|1993-04-14|1993-06-28|1993-04-16|NONE|RAIL|s use furiou|
+5473|48|5|1|9|8532.36|0.03|0.07|R|F|1992-06-03|1992-05-30|1992-06-09|TAKE BACK RETURN|AIR| excuses sleep blithely! regular dep|
+5473|70|1|2|27|26191.89|0.01|0.03|A|F|1992-04-06|1992-04-26|1992-04-29|TAKE BACK RETURN|MAIL|the deposits. warthogs wake fur|
+5473|15|5|3|33|30195.33|0.09|0.00|R|F|1992-05-18|1992-06-10|1992-06-13|TAKE BACK RETURN|MAIL|efully above the even, |
+5474|184|5|1|38|41198.84|0.01|0.08|A|F|1992-07-15|1992-07-16|1992-07-20|NONE|REG AIR| slyly beneath |
+5474|94|8|2|10|9940.90|0.06|0.00|R|F|1992-08-08|1992-08-10|1992-08-24|TAKE BACK RETURN|TRUCK|pinto bean|
+5474|48|1|3|31|29389.24|0.00|0.08|R|F|1992-08-02|1992-07-12|1992-08-04|NONE|TRUCK|the furiously express ideas. speci|
+5474|90|1|4|46|45544.14|0.03|0.04|A|F|1992-06-07|1992-07-11|1992-06-22|NONE|TRUCK|nstructions. furio|
+5475|183|4|1|10|10831.80|0.09|0.08|N|O|1996-07-19|1996-08-22|1996-07-23|COLLECT COD|AIR|ding to the deposits wake fina|
+5476|48|1|1|13|12324.52|0.01|0.04|N|O|1997-12-27|1997-12-08|1997-12-29|COLLECT COD|TRUCK|iously special ac|
+5476|20|4|2|17|15640.34|0.10|0.01|N|O|1998-02-02|1998-01-28|1998-02-14|COLLECT COD|FOB|ng dependencies until the f|
+5477|80|8|1|20|19601.60|0.03|0.01|N|O|1998-03-21|1998-02-09|1998-04-07|TAKE BACK RETURN|SHIP|platelets about the ironic|
+5477|77|7|2|21|20518.47|0.03|0.00|N|O|1998-01-28|1998-02-15|1998-02-24|TAKE BACK RETURN|SHIP|blate slyly. silent|
+5477|134|5|3|31|32058.03|0.04|0.01|N|O|1998-01-11|1998-01-30|1998-02-04|DELIVER IN PERSON|MAIL| special Tiresias cajole furiously. pending|
+5477|193|6|4|16|17491.04|0.00|0.01|N|O|1998-03-07|1998-03-12|1998-04-06|COLLECT COD|RAIL|regular, s|
+5477|96|9|5|23|22910.07|0.00|0.06|N|O|1998-01-04|1998-02-23|1998-01-24|NONE|REG AIR|telets wake blithely ab|
+5477|121|6|6|19|19401.28|0.10|0.03|N|O|1998-02-03|1998-01-30|1998-03-04|TAKE BACK RETURN|MAIL|ost carefully packages.|
+5478|8|9|1|39|35412.00|0.09|0.06|N|O|1996-08-19|1996-06-25|1996-09-08|DELIVER IN PERSON|SHIP|s. furiously |
+5478|2|5|2|47|42394.00|0.10|0.01|N|O|1996-08-15|1996-07-12|1996-08-31|NONE|RAIL| instructions; slyly even accounts hagg|
+5478|119|3|3|25|25477.75|0.09|0.07|N|O|1996-06-08|1996-07-12|1996-07-07|NONE|TRUCK|unusual, pending requests haggle accoun|
+5479|138|4|1|50|51906.50|0.02|0.02|A|F|1993-12-24|1994-02-14|1994-01-18|DELIVER IN PERSON|MAIL|ironic gifts. even dependencies sno|
+5479|104|5|2|19|19077.90|0.05|0.03|A|F|1994-01-22|1994-03-07|1994-02-11|DELIVER IN PERSON|SHIP|arefully bo|
+5504|68|5|1|4|3872.24|0.10|0.07|A|F|1993-04-30|1993-03-01|1993-05-22|DELIVER IN PERSON|AIR|into beans boost. |
+5504|177|8|2|7|7540.19|0.03|0.05|R|F|1993-04-25|1993-03-15|1993-05-06|NONE|TRUCK|packages detect furiously express reques|
+5504|160|2|3|29|30744.64|0.05|0.03|A|F|1993-01-28|1993-02-13|1993-02-27|NONE|SHIP|ajole carefully. care|
+5505|25|8|1|43|39775.86|0.07|0.01|N|O|1997-12-30|1997-11-28|1998-01-09|TAKE BACK RETURN|TRUCK|y alongside of the special requests.|
+5505|182|3|2|33|35711.94|0.05|0.08|N|O|1998-01-11|1997-11-11|1998-01-30|TAKE BACK RETURN|AIR|ithely unusual excuses integrat|
+5505|155|10|3|10|10551.50|0.06|0.01|N|O|1997-10-28|1997-11-27|1997-10-29|DELIVER IN PERSON|AIR| furiously special asym|
+5505|40|1|4|18|16920.72|0.04|0.04|N|O|1997-10-25|1997-12-12|1997-10-30|TAKE BACK RETURN|RAIL| to the quickly express pac|
+5505|162|9|5|46|48859.36|0.05|0.00|N|O|1998-01-06|1997-11-04|1998-02-04|TAKE BACK RETURN|SHIP|usly ironic dependencies haggle across |
+5506|140|1|1|2|2080.28|0.00|0.03|R|F|1994-02-04|1994-01-13|1994-02-17|COLLECT COD|MAIL|onic theodolites are fluffil|
+5506|160|1|2|6|6360.96|0.07|0.06|R|F|1994-02-21|1994-01-30|1994-02-27|DELIVER IN PERSON|MAIL|hely according to the furiously unusua|
+5507|10|5|1|23|20930.23|0.05|0.04|N|O|1998-09-04|1998-07-04|1998-09-18|TAKE BACK RETURN|AIR|ously slow packages poach whithout the|
+5507|138|9|2|48|49830.24|0.03|0.01|N|O|1998-08-03|1998-08-10|1998-08-24|DELIVER IN PERSON|AIR|yly idle deposits. final, final fox|
+5507|45|2|3|4|3780.16|0.04|0.06|N|O|1998-06-06|1998-07-02|1998-06-27|TAKE BACK RETURN|RAIL|into beans are|
+5507|67|6|4|22|21275.32|0.07|0.01|N|O|1998-07-08|1998-08-10|1998-07-22|DELIVER IN PERSON|TRUCK|gular ideas. carefully unu|
+5507|132|3|5|48|49542.24|0.06|0.01|N|O|1998-07-21|1998-07-15|1998-07-31|DELIVER IN PERSON|SHIP|uriously regular acc|
+5508|117|7|1|4|4068.44|0.10|0.04|N|O|1996-09-01|1996-08-02|1996-09-17|COLLECT COD|AIR|fluffily about the even |
+5509|197|10|1|3|3291.57|0.03|0.02|A|F|1994-06-14|1994-05-11|1994-06-17|NONE|SHIP| quickly fin|
+5509|99|3|2|17|16984.53|0.03|0.07|R|F|1994-07-01|1994-06-30|1994-07-31|COLLECT COD|AIR|ccounts wake ar|
+5509|93|7|3|30|29792.70|0.04|0.04|A|F|1994-07-23|1994-06-01|1994-08-08|NONE|AIR|counts haggle pinto beans. furiously |
+5509|100|3|4|45|45004.50|0.00|0.07|A|F|1994-07-24|1994-05-28|1994-08-20|COLLECT COD|AIR|counts sleep. f|
+5509|156|8|5|35|36965.25|0.04|0.03|A|F|1994-04-17|1994-06-29|1994-04-24|COLLECT COD|RAIL|c accounts. ca|
+5510|16|6|1|8|7328.08|0.01|0.01|A|F|1993-03-16|1993-03-29|1993-03-24|DELIVER IN PERSON|FOB|n packages boost sly|
+5510|20|10|2|46|42320.92|0.02|0.07|A|F|1993-03-12|1993-02-09|1993-03-19|NONE|TRUCK|silent packages cajole doggedly regular |
+5510|162|3|3|47|49921.52|0.03|0.01|A|F|1993-01-20|1993-03-25|1993-02-15|DELIVER IN PERSON|SHIP|riously even requests. slyly bold accou|
+5510|24|7|4|29|26796.58|0.09|0.08|A|F|1993-02-28|1993-03-28|1993-03-12|COLLECT COD|AIR|lithely fluffily ironic req|
+5511|165|4|1|16|17042.56|0.10|0.05|A|F|1995-02-02|1995-01-06|1995-02-19|TAKE BACK RETURN|RAIL|thely bold theodolites |
+5511|165|10|2|31|33019.96|0.09|0.01|A|F|1995-02-23|1995-01-21|1995-03-02|COLLECT COD|REG AIR|gular excuses. fluffily even pinto beans c|
+5511|128|3|3|49|50377.88|0.05|0.05|R|F|1994-12-21|1995-01-27|1994-12-26|NONE|REG AIR|bout the requests. theodolites |
+5511|122|7|4|4|4088.48|0.08|0.02|R|F|1994-12-28|1995-01-16|1995-01-24|TAKE BACK RETURN|RAIL|lphins. carefully blithe de|
+5511|9|2|5|23|20907.00|0.10|0.07|A|F|1995-03-11|1995-01-21|1995-03-27|TAKE BACK RETURN|TRUCK|ing dugouts |
+5511|188|9|6|5|5440.90|0.08|0.05|R|F|1994-12-29|1995-01-16|1995-01-24|DELIVER IN PERSON|MAIL|al theodolites. blithely final de|
+5511|143|2|7|23|23992.22|0.02|0.07|R|F|1995-02-03|1995-01-05|1995-02-18|COLLECT COD|REG AIR|ully deposits. warthogs hagg|
+5536|90|1|1|14|13861.26|0.08|0.06|N|O|1998-05-18|1998-05-08|1998-06-05|COLLECT COD|MAIL|instructions sleep |
+5536|62|1|2|20|19241.20|0.08|0.04|N|O|1998-05-08|1998-05-10|1998-05-31|DELIVER IN PERSON|REG AIR|equests mo|
+5536|197|9|3|35|38401.65|0.07|0.02|N|O|1998-05-19|1998-06-08|1998-06-05|NONE|MAIL|c, final theo|
+5536|9|10|4|30|27270.00|0.05|0.07|N|O|1998-04-15|1998-05-23|1998-05-03|NONE|FOB|arefully regular theodolites according|
+5536|141|2|5|11|11452.54|0.02|0.08|N|O|1998-03-18|1998-05-12|1998-03-28|TAKE BACK RETURN|FOB| snooze furio|
+5537|45|8|1|10|9450.40|0.05|0.08|N|O|1997-01-13|1996-12-25|1997-01-28|TAKE BACK RETURN|AIR| sleep carefully slyly bold depos|
+5537|150|9|2|15|15752.25|0.07|0.04|N|O|1997-01-13|1996-12-25|1997-01-27|COLLECT COD|AIR|eposits. permanently pending packag|
+5537|151|6|3|39|40994.85|0.03|0.00|N|O|1996-12-17|1996-11-08|1997-01-15|COLLECT COD|REG AIR| slyly bold packages are. qu|
+5537|97|1|4|38|37889.42|0.01|0.00|N|O|1996-11-06|1996-11-23|1996-11-12|TAKE BACK RETURN|MAIL|s above the carefully ironic deposits |
+5538|154|9|1|42|44274.30|0.05|0.00|A|F|1994-04-08|1994-03-17|1994-05-05|DELIVER IN PERSON|REG AIR|vely ironic accounts. furiously unusual acc|
+5538|121|2|2|4|4084.48|0.02|0.03|R|F|1994-03-21|1994-02-17|1994-04-11|TAKE BACK RETURN|REG AIR|ithely along the c|
+5538|19|3|3|38|34922.38|0.03|0.06|R|F|1994-03-17|1994-02-11|1994-04-10|TAKE BACK RETURN|FOB|ular pinto beans. silent ideas above |
+5538|78|6|4|9|8802.63|0.00|0.01|R|F|1993-12-26|1994-01-31|1994-01-03|TAKE BACK RETURN|REG AIR|encies across the blithely fina|
+5539|65|10|1|42|40532.52|0.10|0.08|A|F|1994-09-29|1994-09-17|1994-10-20|DELIVER IN PERSON|RAIL|ons across the carefully si|
+5540|181|2|1|42|45409.56|0.02|0.08|N|O|1996-11-12|1996-12-18|1996-12-05|TAKE BACK RETURN|RAIL|ss dolphins haggle |
+5540|102|3|2|2|2004.20|0.06|0.02|N|O|1996-12-12|1997-01-09|1996-12-25|DELIVER IN PERSON|MAIL|nic asymptotes could hav|
+5540|64|3|3|19|18317.14|0.01|0.03|N|O|1997-02-06|1996-11-18|1997-02-20|DELIVER IN PERSON|SHIP| slyly slyl|
+5540|72|10|4|24|23329.68|0.10|0.05|N|O|1997-01-09|1996-12-02|1997-01-23|COLLECT COD|FOB|deposits! ironic depths may engage-- b|
+5541|96|8|1|39|38847.51|0.08|0.05|N|O|1997-11-17|1997-12-27|1997-12-11|TAKE BACK RETURN|RAIL|ding theodolites haggle against the slyly |
+5542|189|10|1|6|6535.08|0.03|0.01|N|O|1996-06-14|1996-05-28|1996-07-11|DELIVER IN PERSON|TRUCK| foxes doubt. theodolites ca|
+5543|143|10|1|14|14603.96|0.02|0.03|R|F|1993-10-09|1993-12-09|1993-10-21|NONE|SHIP|ecial reque|
+5543|162|7|2|22|23367.52|0.04|0.00|A|F|1993-11-06|1993-11-02|1993-12-02|DELIVER IN PERSON|SHIP|instructions. deposits use quickly. ir|
+5543|67|6|3|3|2901.18|0.08|0.05|R|F|1993-11-18|1993-11-05|1993-12-17|NONE|FOB|ress, even |
+5543|147|10|4|8|8377.12|0.05|0.01|R|F|1993-10-28|1993-11-18|1993-11-07|NONE|SHIP|totes? iron|
+5543|80|1|5|32|31362.56|0.03|0.03|R|F|1993-10-04|1993-11-14|1993-11-03|DELIVER IN PERSON|AIR|ully around the |
+5543|184|5|6|1|1084.18|0.03|0.07|A|F|1993-10-29|1993-11-11|1993-11-23|TAKE BACK RETURN|FOB|uriously. slyly|
+5543|129|8|7|39|40135.68|0.06|0.00|R|F|1993-10-07|1993-11-15|1993-10-28|TAKE BACK RETURN|MAIL|l excuses are furiously. slyly unusual requ|
+5568|166|5|1|50|53308.00|0.05|0.05|N|O|1995-07-14|1995-09-04|1995-08-03|COLLECT COD|TRUCK|furious ide|
+5568|44|5|2|18|16992.72|0.01|0.08|N|O|1995-08-19|1995-08-18|1995-08-24|DELIVER IN PERSON|SHIP|structions haggle. carefully regular |
+5568|89|10|3|35|34617.80|0.08|0.07|N|O|1995-09-17|1995-09-04|1995-10-14|NONE|SHIP|lyly. blit|
+5569|29|4|1|25|23225.50|0.10|0.03|R|F|1993-06-29|1993-07-18|1993-07-05|TAKE BACK RETURN|TRUCK| deposits cajole above|
+5569|58|10|2|26|24909.30|0.09|0.06|A|F|1993-08-21|1993-07-22|1993-09-09|DELIVER IN PERSON|MAIL|pitaphs. ironic req|
+5569|55|3|3|48|45842.40|0.02|0.03|R|F|1993-06-16|1993-06-15|1993-07-09|COLLECT COD|SHIP|the fluffily|
+5569|147|10|4|19|19895.66|0.10|0.08|R|F|1993-07-30|1993-06-21|1993-08-13|TAKE BACK RETURN|FOB| detect ca|
+5569|59|1|5|15|14385.75|0.02|0.06|A|F|1993-06-29|1993-07-06|1993-07-05|DELIVER IN PERSON|MAIL|lithely bold requests boost fur|
+5570|161|6|1|37|39262.92|0.08|0.02|N|O|1996-08-29|1996-10-23|1996-09-11|NONE|RAIL|y ironic pin|
+5570|39|10|2|15|14085.45|0.09|0.02|N|O|1996-10-04|1996-10-05|1996-10-28|TAKE BACK RETURN|REG AIR|beans nag slyly special, regular pack|
+5570|60|1|3|29|27841.74|0.02|0.05|N|O|1996-10-12|1996-10-20|1996-11-08|TAKE BACK RETURN|SHIP|he silent, enticing requests.|
+5571|154|2|1|32|33732.80|0.05|0.01|R|F|1992-12-25|1993-03-01|1993-01-23|NONE|FOB| the blithely even packages nag q|
+5571|94|8|2|31|30816.79|0.09|0.07|R|F|1993-01-05|1993-01-18|1993-02-04|DELIVER IN PERSON|SHIP|uffily even accounts. quickly re|
+5571|92|6|3|18|17857.62|0.10|0.05|R|F|1993-03-11|1993-02-28|1993-04-03|COLLECT COD|REG AIR|uests haggle furiously pending d|
+5572|22|1|1|24|22128.48|0.08|0.08|R|F|1994-10-30|1994-10-02|1994-11-27|TAKE BACK RETURN|MAIL|ests cajole. evenly ironic exc|
+5572|172|10|2|27|28948.59|0.03|0.04|A|F|1994-08-29|1994-09-10|1994-08-30|TAKE BACK RETURN|SHIP| accounts. carefully final accoun|
+5572|87|8|3|19|18754.52|0.10|0.00|A|F|1994-08-12|1994-10-07|1994-09-01|DELIVER IN PERSON|RAIL|es. final, final requests wake blithely ag|
+5572|135|1|4|46|47615.98|0.02|0.01|R|F|1994-09-08|1994-10-14|1994-10-01|NONE|REG AIR|ully regular platelet|
+5572|24|3|5|34|31416.68|0.10|0.08|R|F|1994-10-22|1994-08-16|1994-11-08|NONE|TRUCK|asymptotes integrate. s|
+5572|101|2|6|14|14015.40|0.04|0.05|A|F|1994-11-02|1994-09-20|1994-11-03|COLLECT COD|RAIL|he fluffily express packages. fluffily fina|
+5572|26|1|7|24|22224.48|0.01|0.05|R|F|1994-09-26|1994-09-04|1994-10-22|DELIVER IN PERSON|FOB| beans. foxes sleep fluffily across th|
+5573|21|6|1|32|29472.64|0.05|0.07|N|O|1996-09-30|1996-10-25|1996-10-15|DELIVER IN PERSON|RAIL|egular depths haggl|
+5573|50|3|2|2|1900.10|0.01|0.07|N|O|1996-08-26|1996-09-29|1996-09-04|COLLECT COD|TRUCK| even foxes. specia|
+5573|11|8|3|46|41906.46|0.06|0.01|N|O|1996-11-04|1996-10-02|1996-11-15|DELIVER IN PERSON|MAIL|s haggle qu|
+5573|169|4|4|43|45973.88|0.10|0.03|N|O|1996-10-22|1996-11-03|1996-11-02|TAKE BACK RETURN|FOB| furiously pending packages against |
+5573|138|9|5|43|44639.59|0.05|0.04|N|O|1996-09-09|1996-09-24|1996-09-28|COLLECT COD|AIR| bold package|
+5574|185|6|1|46|49918.28|0.02|0.07|A|F|1992-06-20|1992-04-19|1992-07-11|NONE|FOB|arefully express requests wake furiousl|
+5574|33|4|2|21|19593.63|0.05|0.08|A|F|1992-03-22|1992-04-26|1992-04-16|TAKE BACK RETURN|TRUCK|fully final dugouts. express foxes nag |
+5574|119|6|3|27|27515.97|0.10|0.06|R|F|1992-05-08|1992-05-19|1992-06-05|TAKE BACK RETURN|REG AIR|ecial realms. furiously entici|
+5574|94|6|4|14|13917.26|0.09|0.01|R|F|1992-05-20|1992-04-09|1992-05-23|COLLECT COD|REG AIR| use slyly carefully special requests? slyl|
+5574|85|6|5|19|18716.52|0.05|0.03|A|F|1992-05-28|1992-04-24|1992-06-11|TAKE BACK RETURN|REG AIR|old deposits int|
+5575|58|10|1|7|6706.35|0.01|0.07|N|O|1995-10-01|1995-09-30|1995-10-06|NONE|FOB|s. slyly pending theodolites prin|
+5575|31|7|2|23|21413.69|0.04|0.02|N|O|1995-10-26|1995-10-09|1995-11-13|TAKE BACK RETURN|AIR|enticingly final requests. ironically|
+5575|63|8|3|16|15408.96|0.00|0.07|N|O|1995-08-17|1995-10-14|1995-08-30|NONE|RAIL|jole boldly beyond the final as|
+5575|110|1|4|7|7070.77|0.01|0.04|N|O|1995-10-15|1995-09-14|1995-10-18|DELIVER IN PERSON|RAIL|special requests. final, final |
+5600|187|8|1|34|36964.12|0.02|0.00|N|O|1997-03-22|1997-04-05|1997-04-09|TAKE BACK RETURN|MAIL|ly above the stealthy ideas. permane|
+5600|8|5|2|19|17252.00|0.00|0.01|N|O|1997-04-10|1997-03-24|1997-04-16|TAKE BACK RETURN|TRUCK|dencies. carefully p|
+5601|38|4|1|29|27202.87|0.09|0.04|A|F|1992-04-06|1992-02-24|1992-04-29|DELIVER IN PERSON|TRUCK| ironic ideas. final|
+5601|164|1|2|45|47887.20|0.10|0.07|A|F|1992-03-25|1992-04-03|1992-04-04|TAKE BACK RETURN|MAIL|ts-- blithely final accounts cajole. carefu|
+5601|73|4|3|38|36976.66|0.07|0.00|A|F|1992-01-08|1992-03-01|1992-01-09|TAKE BACK RETURN|REG AIR|ter the evenly final deposit|
+5601|148|5|4|12|12577.68|0.03|0.01|A|F|1992-02-27|1992-03-16|1992-03-27|COLLECT COD|TRUCK|ep carefully a|
+5602|176|4|1|9|9685.53|0.08|0.03|N|O|1997-10-14|1997-09-14|1997-11-11|COLLECT COD|FOB|lar foxes; quickly ironic ac|
+5602|62|7|2|31|29823.86|0.04|0.08|N|O|1997-09-04|1997-10-24|1997-09-07|NONE|TRUCK|rate fluffily regular platelets. blithel|
+5602|68|5|3|30|29041.80|0.04|0.00|N|O|1997-09-20|1997-10-25|1997-10-12|DELIVER IN PERSON|FOB|e slyly even packages. careful|
+5603|98|2|1|50|49904.50|0.03|0.02|A|F|1992-10-06|1992-08-20|1992-10-08|COLLECT COD|SHIP|final theodolites accor|
+5603|116|6|2|49|49789.39|0.06|0.05|A|F|1992-06-24|1992-07-28|1992-07-01|DELIVER IN PERSON|FOB|fully silent requests. carefully fin|
+5603|32|8|3|49|45669.47|0.00|0.02|R|F|1992-10-07|1992-07-21|1992-10-10|DELIVER IN PERSON|TRUCK|nic, pending dependencies print|
+5604|136|7|1|44|45589.72|0.05|0.01|N|O|1998-08-06|1998-07-08|1998-09-04|NONE|RAIL|efully ironi|
+5604|136|2|2|49|50770.37|0.10|0.00|N|O|1998-05-02|1998-07-07|1998-05-20|NONE|FOB|ove the regula|
+5604|78|8|3|10|9780.70|0.07|0.05|N|O|1998-08-03|1998-06-23|1998-08-04|COLLECT COD|SHIP|ly final realms wake blit|
+5605|87|8|1|50|49354.00|0.08|0.05|N|O|1996-08-26|1996-10-15|1996-09-04|TAKE BACK RETURN|RAIL|instructions sleep carefully ironic req|
+5605|151|2|2|7|7358.05|0.06|0.01|N|O|1996-12-13|1996-10-13|1996-12-15|TAKE BACK RETURN|FOB|lowly special courts nag among the furi|
+5605|173|2|3|3|3219.51|0.01|0.02|N|O|1996-09-01|1996-10-02|1996-09-20|TAKE BACK RETURN|AIR|posits. accounts boost. t|
+5605|55|3|4|45|42977.25|0.00|0.01|N|O|1996-09-05|1996-10-04|1996-09-13|COLLECT COD|FOB|ly unusual instructions. carefully ironic p|
+5605|70|7|5|39|37832.73|0.00|0.08|N|O|1996-12-13|1996-11-03|1996-12-24|DELIVER IN PERSON|REG AIR|cial deposits. theodolites w|
+5605|166|7|6|29|30918.64|0.08|0.08|N|O|1996-09-19|1996-10-22|1996-10-06|DELIVER IN PERSON|SHIP| quickly. quickly pending sen|
+5606|174|5|1|47|50485.99|0.10|0.04|N|O|1996-12-23|1997-01-31|1997-01-20|DELIVER IN PERSON|REG AIR|carefully final foxes. pending, final|
+5606|92|3|2|34|33731.06|0.09|0.06|N|O|1997-02-23|1997-02-08|1997-03-09|TAKE BACK RETURN|REG AIR|uses. slyly final |
+5606|127|8|3|46|47247.52|0.04|0.00|N|O|1997-03-11|1997-01-13|1997-03-23|DELIVER IN PERSON|REG AIR|ter the ironic accounts. even, ironic depos|
+5606|82|3|4|30|29462.40|0.08|0.04|N|O|1997-02-06|1997-01-26|1997-02-16|DELIVER IN PERSON|REG AIR| nag always. blithely express packages |
+5606|7|2|5|25|22675.00|0.06|0.00|N|O|1996-12-25|1997-01-12|1997-01-11|TAKE BACK RETURN|AIR|breach about the furiously bold |
+5606|154|5|6|3|3162.45|0.04|0.06|N|O|1997-01-11|1997-01-04|1997-02-08|COLLECT COD|AIR| sauternes. asympto|
+5606|74|5|7|46|44807.22|0.07|0.01|N|O|1997-02-01|1997-01-31|1997-02-15|DELIVER IN PERSON|TRUCK|ow requests wake around the regular accoun|
+5607|132|8|1|23|23738.99|0.02|0.06|R|F|1992-04-17|1992-02-12|1992-04-30|DELIVER IN PERSON|MAIL|the special, final patterns |
+5632|10|3|1|48|43680.48|0.06|0.06|N|O|1996-05-08|1996-03-24|1996-06-04|TAKE BACK RETURN|FOB|unts. decoys u|
+5632|106|7|2|21|21128.10|0.02|0.08|N|O|1996-03-22|1996-03-10|1996-04-10|NONE|AIR|refully regular pinto beans. ironic reques|
+5632|67|2|3|24|23209.44|0.04|0.06|N|O|1996-03-23|1996-04-02|1996-03-30|TAKE BACK RETURN|MAIL|beans detect. quickly final i|
+5633|160|2|1|28|29684.48|0.02|0.00|N|O|1998-08-14|1998-07-24|1998-08-26|TAKE BACK RETURN|SHIP|as boost quickly. unusual pinto |
+5633|102|3|2|10|10021.00|0.09|0.04|N|O|1998-07-15|1998-08-03|1998-08-03|COLLECT COD|AIR|its cajole fluffily fluffily special pinto|
+5633|46|7|3|27|25543.08|0.03|0.02|N|O|1998-09-28|1998-07-28|1998-10-12|DELIVER IN PERSON|AIR|ructions. even ideas haggle carefully r|
+5633|164|5|4|50|53208.00|0.02|0.05|N|O|1998-07-23|1998-07-09|1998-08-21|DELIVER IN PERSON|TRUCK|ts. slyly regular |
+5633|100|2|5|48|48004.80|0.01|0.05|N|O|1998-06-24|1998-07-22|1998-07-18|DELIVER IN PERSON|TRUCK|even courts haggle slyly at the requ|
+5633|107|2|6|1|1007.10|0.02|0.03|N|O|1998-09-29|1998-08-28|1998-10-19|NONE|RAIL|thely notornis: |
+5633|11|5|7|39|35529.39|0.02|0.08|N|O|1998-07-12|1998-07-03|1998-07-13|COLLECT COD|TRUCK|ding ideas cajole furiously after|
+5634|185|6|1|26|28214.68|0.10|0.08|N|O|1996-10-29|1996-09-15|1996-11-24|COLLECT COD|REG AIR|ptotes mold qu|
+5634|175|3|2|22|23653.74|0.02|0.05|N|O|1996-09-01|1996-08-31|1996-09-05|DELIVER IN PERSON|MAIL|silently unusual foxes above the blithely|
+5634|109|6|3|16|16145.60|0.08|0.02|N|O|1996-11-15|1996-09-14|1996-12-04|NONE|AIR|ess ideas are carefully pending, even re|
+5634|182|3|4|29|31383.22|0.00|0.01|N|O|1996-08-10|1996-10-29|1996-08-11|TAKE BACK RETURN|MAIL|ely final ideas. deposits sleep. reg|
+5634|1|2|5|1|901.00|0.04|0.02|N|O|1996-10-02|1996-10-21|1996-10-27|COLLECT COD|MAIL|ctions haggle carefully. carefully clo|
+5635|83|4|1|43|42272.44|0.03|0.00|R|F|1992-10-12|1992-09-29|1992-11-01|TAKE BACK RETURN|TRUCK|cross the d|
+5635|72|3|2|5|4860.35|0.05|0.08|R|F|1992-10-02|1992-11-05|1992-10-26|TAKE BACK RETURN|REG AIR|yly along the ironic, fi|
+5635|72|1|3|12|11664.84|0.09|0.02|A|F|1992-10-18|1992-09-24|1992-11-17|NONE|REG AIR|ke slyly against the carefully final req|
+5635|8|5|4|40|36320.00|0.03|0.01|A|F|1992-09-25|1992-11-05|1992-10-11|NONE|FOB|pending foxes. regular packages|
+5635|169|10|5|38|40628.08|0.05|0.06|A|F|1992-10-09|1992-09-25|1992-10-18|NONE|MAIL|ckly pendin|
+5635|162|9|6|23|24429.68|0.05|0.04|A|F|1992-08-24|1992-11-10|1992-09-21|NONE|AIR|ily pending packages. bold,|
+5635|137|3|7|32|33188.16|0.03|0.08|R|F|1992-11-24|1992-09-20|1992-12-17|TAKE BACK RETURN|TRUCK|slyly even|
+5636|70|9|1|18|17461.26|0.05|0.03|R|F|1995-05-14|1995-05-17|1995-06-12|DELIVER IN PERSON|REG AIR|slyly express requests. furiously pen|
+5636|70|5|2|26|25221.82|0.03|0.06|A|F|1995-03-05|1995-05-16|1995-03-23|TAKE BACK RETURN|AIR| furiously final pinto beans o|
+5636|90|1|3|21|20791.89|0.03|0.03|A|F|1995-03-13|1995-05-11|1995-03-24|COLLECT COD|AIR| are furiously unusual |
+5636|109|6|4|15|15136.50|0.03|0.04|R|F|1995-04-21|1995-04-30|1995-05-05|DELIVER IN PERSON|REG AIR|efully special|
+5636|47|4|5|13|12311.52|0.10|0.03|A|F|1995-05-11|1995-04-27|1995-05-26|COLLECT COD|AIR|en, fluffy accounts amon|
+5636|12|3|6|33|30096.33|0.06|0.04|A|F|1995-03-09|1995-04-05|1995-03-23|DELIVER IN PERSON|MAIL|ding to the |
+5636|134|10|7|24|24819.12|0.10|0.05|R|F|1995-04-12|1995-03-27|1995-04-16|DELIVER IN PERSON|RAIL|counts sleep furiously b|
+5637|47|4|1|14|13258.56|0.03|0.05|N|O|1996-07-20|1996-07-26|1996-08-14|COLLECT COD|MAIL|y bold deposits wak|
+5637|172|3|2|35|37525.95|0.09|0.08|N|O|1996-08-01|1996-08-04|1996-08-20|NONE|AIR|s sleep blithely alongside of the ironic|
+5637|96|10|3|22|21913.98|0.01|0.07|N|O|1996-08-28|1996-07-30|1996-09-17|COLLECT COD|REG AIR|nding requests are ca|
+5637|66|1|4|16|15456.96|0.03|0.03|N|O|1996-09-08|1996-08-31|1996-09-29|TAKE BACK RETURN|TRUCK|d packages. express requests|
+5637|196|7|5|10|10961.90|0.01|0.00|N|O|1996-08-25|1996-08-11|1996-09-23|TAKE BACK RETURN|MAIL|ickly ironic gifts. blithely even cour|
+5637|129|4|6|27|27786.24|0.01|0.05|N|O|1996-06-27|1996-08-09|1996-07-27|DELIVER IN PERSON|REG AIR|oss the carefully express warhorses|
+5638|138|9|1|45|46715.85|0.09|0.07|A|F|1994-05-17|1994-03-09|1994-06-15|NONE|TRUCK|ar foxes. fluffily pending accounts |
+5638|168|3|2|12|12817.92|0.02|0.05|A|F|1994-02-05|1994-04-01|1994-02-25|COLLECT COD|TRUCK|n, even requests. furiously ironic not|
+5638|162|9|3|21|22305.36|0.08|0.00|A|F|1994-03-13|1994-03-27|1994-03-17|DELIVER IN PERSON|TRUCK|press courts use f|
+5639|47|10|1|11|10417.44|0.09|0.02|R|F|1994-09-18|1994-07-10|1994-10-12|TAKE BACK RETURN|SHIP|g the unusual pinto beans caj|
+5664|122|1|1|25|25553.00|0.00|0.06|N|O|1998-10-29|1998-09-23|1998-11-25|COLLECT COD|FOB|eposits: furiously ironic grouch|
+5664|173|2|2|9|9658.53|0.07|0.05|N|O|1998-07-31|1998-08-26|1998-08-12|COLLECT COD|RAIL| ironic deposits haggle furiously. re|
+5664|53|4|3|31|29544.55|0.01|0.03|N|O|1998-11-10|1998-09-12|1998-12-07|TAKE BACK RETURN|FOB|ainst the never silent request|
+5664|138|9|4|33|34258.29|0.08|0.03|N|O|1998-08-29|1998-09-17|1998-09-25|DELIVER IN PERSON|RAIL|d the final |
+5664|112|2|5|44|44532.84|0.01|0.06|N|O|1998-09-24|1998-09-26|1998-10-23|NONE|TRUCK|ang thinly bold pa|
+5664|68|5|6|34|32914.04|0.09|0.01|N|O|1998-09-10|1998-10-05|1998-09-15|COLLECT COD|RAIL|st. fluffily pending foxes na|
+5664|182|3|7|9|9739.62|0.01|0.05|N|O|1998-11-04|1998-10-15|1998-11-20|TAKE BACK RETURN|REG AIR|yly. express ideas agai|
+5665|101|2|1|32|32035.20|0.00|0.02|A|F|1993-08-11|1993-08-01|1993-09-07|NONE|AIR|f the slyly even requests! regular request|
+5665|5|8|2|14|12670.00|0.02|0.00|R|F|1993-06-29|1993-09-16|1993-07-16|DELIVER IN PERSON|AIR|- special pinto beans sleep quickly blithel|
+5665|158|9|3|41|43384.15|0.09|0.02|A|F|1993-08-23|1993-09-22|1993-09-11|COLLECT COD|REG AIR| idle ideas across |
+5665|46|9|4|47|44463.88|0.01|0.01|A|F|1993-10-06|1993-09-19|1993-11-01|NONE|RAIL|s mold fluffily. final deposits along the|
+5666|122|5|1|7|7154.84|0.09|0.08|R|F|1994-05-10|1994-04-06|1994-05-21|NONE|FOB| ideas. regular packag|
+5666|36|7|2|14|13104.42|0.08|0.01|A|F|1994-02-27|1994-04-11|1994-03-06|DELIVER IN PERSON|TRUCK|lar deposits nag against the slyly final d|
+5666|193|6|3|39|42634.41|0.00|0.01|A|F|1994-05-13|1994-04-02|1994-06-12|DELIVER IN PERSON|TRUCK|the even, final foxes. quickly iron|
+5666|131|2|4|24|24747.12|0.07|0.01|R|F|1994-02-14|1994-03-09|1994-03-06|DELIVER IN PERSON|FOB|on the carefully pending asympto|
+5666|109|10|5|36|36327.60|0.07|0.07|R|F|1994-03-15|1994-03-16|1994-03-18|COLLECT COD|TRUCK|accounts. furiousl|
+5667|145|4|1|37|38670.18|0.09|0.06|N|O|1995-09-24|1995-09-17|1995-10-03|NONE|REG AIR|s cajole blit|
+5668|4|9|1|15|13560.00|0.03|0.04|A|F|1995-04-06|1995-05-12|1995-04-17|COLLECT COD|FOB| the express, pending requests. bo|
+5669|191|2|1|7|7638.33|0.06|0.06|N|O|1996-06-19|1996-07-07|1996-07-11|COLLECT COD|SHIP|yly regular requests lose blithely. careful|
+5669|156|8|2|2|2112.30|0.06|0.07|N|O|1996-08-04|1996-06-15|1996-08-20|NONE|SHIP| blithely excuses. slyly|
+5669|158|9|3|40|42326.00|0.00|0.02|N|O|1996-08-30|1996-06-15|1996-09-07|TAKE BACK RETURN|FOB|ar accounts alongside of the final, p|
+5669|90|1|4|31|30692.79|0.04|0.05|N|O|1996-08-05|1996-06-10|1996-08-29|COLLECT COD|AIR|to beans against the regular depo|
+5669|140|6|5|30|31204.20|0.07|0.01|N|O|1996-07-14|1996-07-28|1996-08-10|TAKE BACK RETURN|TRUCK|l accounts. care|
+5670|90|1|1|27|26732.43|0.10|0.06|R|F|1993-05-09|1993-05-30|1993-06-06|TAKE BACK RETURN|REG AIR| ideas promise bli|
+5670|186|7|2|43|46705.74|0.06|0.00|A|F|1993-07-09|1993-06-03|1993-07-14|DELIVER IN PERSON|FOB|ests in place of the carefully sly depos|
+5670|7|8|3|24|21768.00|0.09|0.04|A|F|1993-07-17|1993-07-01|1993-08-03|NONE|AIR|press, express requests haggle|
+5670|142|9|4|11|11463.54|0.06|0.06|R|F|1993-07-11|1993-06-26|1993-07-24|DELIVER IN PERSON|MAIL|etect furiously among the even pin|
+5671|120|7|1|25|25503.00|0.00|0.08|N|O|1998-04-17|1998-03-28|1998-05-06|DELIVER IN PERSON|AIR|cording to the quickly final requests-- |
+5671|129|8|2|46|47339.52|0.05|0.08|N|O|1998-03-28|1998-04-22|1998-04-19|TAKE BACK RETURN|MAIL|lar pinto beans detect care|
+5671|172|10|3|13|13938.21|0.10|0.06|N|O|1998-03-02|1998-04-03|1998-03-08|TAKE BACK RETURN|TRUCK|bold theodolites about|
+5671|111|1|4|42|42466.62|0.00|0.07|N|O|1998-02-17|1998-04-24|1998-03-17|TAKE BACK RETURN|SHIP|carefully slyly special deposit|
+5671|129|4|5|13|13378.56|0.09|0.00|N|O|1998-04-24|1998-03-26|1998-04-27|NONE|REG AIR|ers according to the ironic, unusual excu|
+5671|114|1|6|30|30423.30|0.09|0.07|N|O|1998-06-06|1998-04-15|1998-07-01|DELIVER IN PERSON|TRUCK|fily ironi|
+5696|137|3|1|28|29039.64|0.03|0.06|N|O|1995-07-03|1995-06-14|1995-07-27|COLLECT COD|REG AIR| the fluffily brave pearls |
+5696|59|1|2|46|44116.30|0.01|0.00|N|O|1995-08-10|1995-07-08|1995-08-25|COLLECT COD|AIR|ter the instruct|
+5696|167|2|3|42|44820.72|0.04|0.01|N|F|1995-06-06|1995-06-11|1995-06-19|TAKE BACK RETURN|SHIP|te furious|
+5696|98|10|4|20|19961.80|0.08|0.00|N|O|1995-06-25|1995-07-18|1995-07-16|NONE|TRUCK|silent, pending ideas sleep fluffil|
+5696|124|9|5|19|19458.28|0.07|0.05|N|O|1995-08-31|1995-06-13|1995-09-10|COLLECT COD|SHIP|unusual requests sleep furiously ru|
+5696|132|8|6|37|38188.81|0.04|0.05|N|O|1995-07-21|1995-06-23|1995-08-19|NONE|RAIL| carefully expres|
+5696|102|9|7|6|6012.60|0.07|0.05|N|O|1995-08-03|1995-07-15|1995-09-01|DELIVER IN PERSON|REG AIR|n patterns lose slyly fina|
+5697|55|7|1|24|22921.20|0.10|0.07|R|F|1992-10-27|1992-11-28|1992-11-20|NONE|RAIL|uffily iro|
+5697|16|10|2|43|39388.43|0.06|0.02|R|F|1992-12-08|1992-12-03|1992-12-17|TAKE BACK RETURN|FOB|blithely reg|
+5697|56|8|3|42|40154.10|0.03|0.01|A|F|1992-12-19|1992-12-08|1993-01-03|COLLECT COD|TRUCK|inal theodolites cajole after the bli|
+5698|11|8|1|30|27330.30|0.01|0.05|A|F|1994-05-26|1994-08-16|1994-06-19|COLLECT COD|AIR|its. quickly regular foxes aro|
+5698|163|4|2|25|26579.00|0.08|0.07|R|F|1994-08-06|1994-06-21|1994-08-25|NONE|SHIP| asymptotes sleep slyly above the|
+5698|155|3|3|45|47481.75|0.03|0.01|A|F|1994-06-23|1994-08-13|1994-07-02|NONE|FOB|ng excuses. slyly express asymptotes|
+5698|58|6|4|15|14370.75|0.07|0.08|R|F|1994-06-29|1994-07-03|1994-07-02|COLLECT COD|REG AIR|ly ironic frets haggle carefully |
+5698|140|1|5|37|38485.18|0.06|0.06|A|F|1994-06-30|1994-06-23|1994-07-22|TAKE BACK RETURN|SHIP|ts. even, ironic |
+5698|188|9|6|1|1088.18|0.06|0.04|R|F|1994-05-31|1994-07-10|1994-06-03|DELIVER IN PERSON|MAIL|nts. slyly quiet pinto beans nag carefu|
+5699|2|7|1|24|21648.00|0.01|0.07|A|F|1992-10-21|1992-09-04|1992-11-04|COLLECT COD|AIR|kages. fin|
+5699|55|10|2|26|24831.30|0.06|0.06|R|F|1992-08-11|1992-09-21|1992-08-14|COLLECT COD|MAIL|y final deposits wake fluffily u|
+5699|18|2|3|48|44064.48|0.10|0.05|R|F|1992-11-23|1992-10-20|1992-11-29|DELIVER IN PERSON|TRUCK|s. carefully regul|
+5699|55|3|4|46|43932.30|0.08|0.02|A|F|1992-11-28|1992-09-23|1992-12-27|TAKE BACK RETURN|FOB|o the slyly|
+5699|28|7|5|21|19488.42|0.02|0.02|A|F|1992-10-13|1992-09-30|1992-10-19|NONE|MAIL|lyly final pla|
+5699|191|5|6|30|32735.70|0.08|0.05|R|F|1992-11-13|1992-10-01|1992-12-11|DELIVER IN PERSON|AIR| the carefully final |
+5699|129|8|7|45|46310.40|0.09|0.06|A|F|1992-09-23|1992-10-22|1992-10-04|DELIVER IN PERSON|SHIP|rmanent packages sleep across the f|
+5700|168|5|1|24|25635.84|0.09|0.00|N|O|1997-12-26|1998-01-28|1998-01-18|DELIVER IN PERSON|REG AIR|ix carefully |
+5700|123|8|2|30|30693.60|0.00|0.06|N|O|1998-04-19|1998-03-13|1998-04-27|COLLECT COD|MAIL|ly blithely final instructions. fl|
+5700|126|5|3|23|23600.76|0.03|0.05|N|O|1998-01-30|1998-01-31|1998-01-31|NONE|REG AIR| wake quickly carefully fluffy hockey|
+5701|54|2|1|17|16218.85|0.02|0.05|N|O|1997-03-27|1997-04-08|1997-04-21|DELIVER IN PERSON|RAIL|tes. quickly final a|
+5702|77|7|1|44|42991.08|0.06|0.02|R|F|1994-01-04|1993-11-25|1994-01-22|NONE|RAIL|lites. carefully final requests doze b|
+5702|86|7|2|37|36484.96|0.10|0.05|R|F|1993-12-14|1993-10-21|1994-01-08|NONE|FOB|ix slyly. regular instructions slee|
+5702|131|7|3|44|45369.72|0.00|0.02|R|F|1993-11-28|1993-12-02|1993-12-22|NONE|TRUCK|ake according to th|
+5702|63|8|4|31|29854.86|0.00|0.04|A|F|1994-01-04|1993-10-22|1994-01-26|DELIVER IN PERSON|TRUCK|pinto beans. blithely |
+5703|88|9|1|2|1976.16|0.09|0.01|R|F|1993-05-29|1993-07-26|1993-06-05|TAKE BACK RETURN|REG AIR|nts against the blithely sile|
+5728|44|1|1|47|44369.88|0.10|0.05|A|F|1994-12-13|1995-01-25|1994-12-25|TAKE BACK RETURN|MAIL|nd the bravely final deposits. final ideas|
+5728|159|1|2|40|42366.00|0.05|0.08|A|F|1995-03-28|1995-01-17|1995-04-14|TAKE BACK RETURN|SHIP|final deposits. theodolite|
+5729|143|4|1|5|5215.70|0.07|0.00|R|F|1994-11-27|1994-11-11|1994-12-23|TAKE BACK RETURN|MAIL|s. even sheaves nag courts. |
+5729|107|10|2|39|39276.90|0.10|0.00|A|F|1995-01-22|1994-11-21|1995-02-13|TAKE BACK RETURN|MAIL|. special pl|
+5729|12|3|3|50|45600.50|0.00|0.05|R|F|1994-12-09|1994-12-31|1994-12-24|TAKE BACK RETURN|AIR|ly special sentiments. car|
+5730|151|2|1|2|2102.30|0.08|0.00|N|O|1998-02-24|1998-03-15|1998-03-11|COLLECT COD|SHIP|ely ironic foxes. carefu|
+5730|200|1|2|9|9901.80|0.10|0.01|N|O|1998-03-05|1998-02-02|1998-03-28|DELIVER IN PERSON|MAIL|s lose blithely. specia|
+5731|192|6|1|13|14198.47|0.02|0.04|N|O|1997-07-30|1997-06-23|1997-08-13|COLLECT COD|RAIL|ngside of the quickly regular depos|
+5731|105|6|2|11|11056.10|0.00|0.08|N|O|1997-06-06|1997-07-08|1997-06-25|NONE|MAIL| furiously final accounts wake. d|
+5731|111|2|3|6|6066.66|0.01|0.04|N|O|1997-07-02|1997-07-01|1997-07-08|COLLECT COD|SHIP|sits integrate slyly close platelets. quick|
+5731|14|1|4|6|5484.06|0.03|0.06|N|O|1997-09-07|1997-06-20|1997-09-20|TAKE BACK RETURN|RAIL|rs. quickly regular theo|
+5731|195|6|5|19|20808.61|0.08|0.02|N|O|1997-06-29|1997-06-27|1997-07-15|NONE|REG AIR|ly unusual ideas above the |
+5732|139|5|1|26|27017.38|0.02|0.07|N|O|1997-08-18|1997-10-25|1997-09-12|TAKE BACK RETURN|TRUCK|totes cajole according to the theodolites.|
+5733|33|4|1|39|36388.17|0.01|0.07|A|F|1993-03-22|1993-05-24|1993-04-04|DELIVER IN PERSON|FOB|side of the|
+5734|183|4|1|29|31412.22|0.05|0.01|N|O|1997-12-01|1997-12-08|1997-12-23|NONE|RAIL|structions cajole final, express |
+5734|150|3|2|6|6300.90|0.07|0.00|N|O|1997-10-27|1997-12-19|1997-11-02|COLLECT COD|RAIL|s. regular platelets cajole furiously. regu|
+5734|67|8|3|10|9670.60|0.01|0.03|N|O|1997-12-28|1997-12-24|1998-01-24|DELIVER IN PERSON|TRUCK|equests; accounts above|
+5735|60|1|1|41|39362.46|0.01|0.01|R|F|1994-12-23|1995-02-10|1995-01-22|COLLECT COD|MAIL|lthily ruthless i|
+5760|1|8|1|6|5406.00|0.09|0.03|R|F|1994-07-30|1994-07-31|1994-08-16|COLLECT COD|REG AIR|ng the acco|
+5760|6|1|2|24|21744.00|0.04|0.05|A|F|1994-07-15|1994-07-04|1994-08-08|NONE|MAIL|s. bravely ironic accounts among|
+5760|148|5|3|8|8385.12|0.07|0.04|A|F|1994-09-06|1994-08-03|1994-10-06|NONE|AIR|l accounts among the carefully even de|
+5760|123|4|4|19|19439.28|0.10|0.01|R|F|1994-08-02|1994-08-02|1994-08-15|COLLECT COD|SHIP|sits nag. even, regular ideas cajole b|
+5760|166|1|5|6|6396.96|0.03|0.07|R|F|1994-06-09|1994-07-06|1994-06-16|DELIVER IN PERSON|MAIL| shall have to cajole along the |
+5761|47|6|1|41|38828.64|0.08|0.00|N|O|1998-07-31|1998-08-09|1998-08-08|TAKE BACK RETURN|TRUCK|pecial deposits. qu|
+5761|108|9|2|36|36291.60|0.00|0.07|N|O|1998-09-07|1998-09-21|1998-09-11|TAKE BACK RETURN|TRUCK| pinto beans thrash alongside of the pendi|
+5761|198|2|3|49|53811.31|0.04|0.08|N|O|1998-07-14|1998-08-20|1998-07-25|NONE|SHIP|ly bold accounts wake above the|
+5762|175|6|1|6|6451.02|0.05|0.02|N|O|1997-04-07|1997-03-25|1997-05-02|NONE|AIR|ironic dependencies doze carefu|
+5762|102|9|2|27|27056.70|0.02|0.08|N|O|1997-02-21|1997-05-08|1997-03-23|NONE|REG AIR|across the bold ideas. carefully sp|
+5762|89|10|3|40|39563.20|0.00|0.08|N|O|1997-04-30|1997-05-09|1997-05-08|COLLECT COD|SHIP|al instructions. furiousl|
+5762|133|4|4|47|48557.11|0.05|0.06|N|O|1997-03-02|1997-03-23|1997-03-19|NONE|RAIL|equests sleep after the furiously ironic pa|
+5762|25|6|5|28|25900.56|0.02|0.06|N|O|1997-02-22|1997-03-25|1997-02-24|TAKE BACK RETURN|SHIP|ic foxes among the blithely qui|
+5762|12|6|6|12|10944.12|0.00|0.06|N|O|1997-04-18|1997-04-27|1997-05-11|DELIVER IN PERSON|REG AIR|ages are abo|
+5763|131|2|1|32|32996.16|0.02|0.06|N|O|1998-07-16|1998-09-13|1998-08-02|DELIVER IN PERSON|FOB|ding instruct|
+5763|136|2|2|23|23830.99|0.09|0.04|N|O|1998-07-25|1998-09-21|1998-08-15|DELIVER IN PERSON|SHIP|re after the blithel|
+5763|13|3|3|25|22825.25|0.01|0.02|N|O|1998-10-04|1998-08-16|1998-10-09|DELIVER IN PERSON|REG AIR|inal theodolites. even re|
+5763|121|6|4|47|47992.64|0.09|0.00|N|O|1998-08-22|1998-09-22|1998-09-04|NONE|REG AIR|gle slyly. slyly final re|
+5763|123|4|5|8|8184.96|0.06|0.05|N|O|1998-09-23|1998-09-15|1998-09-27|DELIVER IN PERSON|TRUCK|foxes wake slyly. car|
+5763|190|1|6|9|9811.71|0.08|0.02|N|O|1998-09-24|1998-09-01|1998-10-02|NONE|AIR| deposits. instru|
+5764|101|2|1|28|28030.80|0.04|0.04|A|F|1993-12-07|1993-12-20|1993-12-26|TAKE BACK RETURN|RAIL|sleep furi|
+5764|200|3|2|20|22004.00|0.10|0.05|A|F|1993-10-17|1993-12-24|1993-10-18|TAKE BACK RETURN|FOB|ng to the fluffily qu|
+5764|188|9|3|4|4352.72|0.03|0.05|A|F|1993-10-25|1993-12-23|1993-11-06|DELIVER IN PERSON|AIR|ily regular courts haggle|
+5765|162|7|1|31|32926.96|0.00|0.06|A|F|1995-01-11|1995-02-13|1995-01-23|TAKE BACK RETURN|AIR|r foxes. ev|
+5765|124|9|2|29|29699.48|0.07|0.08|A|F|1994-12-29|1995-02-01|1995-01-26|NONE|RAIL|nic requests. deposits wake quickly among |
+5765|139|10|3|31|32213.03|0.05|0.01|R|F|1995-03-01|1995-01-23|1995-03-31|TAKE BACK RETURN|REG AIR|the furiou|
+5765|152|4|4|46|48398.90|0.07|0.07|R|F|1995-03-13|1995-02-12|1995-03-20|DELIVER IN PERSON|MAIL|ccounts sleep about th|
+5765|174|3|5|48|51560.16|0.09|0.02|A|F|1995-03-30|1995-01-14|1995-04-09|DELIVER IN PERSON|SHIP|theodolites integrate furiously|
+5765|83|4|6|41|40306.28|0.04|0.00|A|F|1994-12-31|1995-02-11|1995-01-17|TAKE BACK RETURN|SHIP| furiously. slyly sile|
+5765|42|5|7|21|19782.84|0.05|0.04|R|F|1995-04-05|1995-02-12|1995-05-05|COLLECT COD|TRUCK|ole furiously. quick, special dependencies |
+5766|188|9|1|1|1088.18|0.10|0.01|R|F|1994-01-16|1993-11-16|1994-01-23|NONE|MAIL|blithely regular the|
+5766|149|8|2|39|40916.46|0.02|0.07|A|F|1993-10-24|1993-12-07|1993-11-08|DELIVER IN PERSON|SHIP| furiously unusual courts. slyly final pear|
+5766|118|8|3|4|4072.44|0.08|0.08|R|F|1993-11-10|1993-10-30|1993-12-01|COLLECT COD|TRUCK|ly even requests. furiou|
+5767|167|8|1|11|11738.76|0.08|0.01|A|F|1992-06-02|1992-05-30|1992-06-08|NONE|TRUCK|instructions. carefully final accou|
+5767|69|8|2|15|14535.90|0.07|0.05|R|F|1992-06-05|1992-07-28|1992-06-08|DELIVER IN PERSON|MAIL|warthogs. carefully unusual g|
+5767|191|3|3|42|45829.98|0.06|0.01|R|F|1992-07-31|1992-06-09|1992-08-09|COLLECT COD|TRUCK| blithe deposi|
+5767|153|4|4|34|35807.10|0.06|0.01|R|F|1992-06-02|1992-06-23|1992-06-17|NONE|FOB|sits among the|
+5767|46|7|5|36|34057.44|0.03|0.00|A|F|1992-07-17|1992-06-10|1992-07-19|COLLECT COD|AIR|ake carefully. packages |
+5792|178|8|1|34|36657.78|0.08|0.07|R|F|1993-05-23|1993-06-25|1993-06-12|NONE|RAIL|requests are against t|
+5792|157|5|2|47|49686.05|0.10|0.00|A|F|1993-06-08|1993-05-10|1993-06-26|COLLECT COD|AIR|regular, ironic excuses n|
+5792|183|4|3|32|34661.76|0.05|0.08|R|F|1993-06-26|1993-05-23|1993-07-07|COLLECT COD|RAIL|s are slyly against the ev|
+5792|14|8|4|14|12796.14|0.09|0.02|A|F|1993-07-28|1993-06-17|1993-08-27|DELIVER IN PERSON|RAIL|olites print carefully|
+5792|102|9|5|31|31065.10|0.02|0.01|A|F|1993-06-17|1993-05-05|1993-07-01|COLLECT COD|TRUCK|s? furiously even instructions |
+5793|53|5|1|20|19061.00|0.05|0.03|N|O|1997-10-05|1997-09-04|1997-10-30|COLLECT COD|AIR|e carefully ex|
+5793|170|5|2|41|43876.97|0.06|0.06|N|O|1997-08-04|1997-10-10|1997-08-12|DELIVER IN PERSON|TRUCK|snooze quick|
+5793|43|4|3|8|7544.32|0.07|0.03|N|O|1997-08-16|1997-09-08|1997-08-28|COLLECT COD|AIR|al foxes l|
+5793|148|7|4|48|50310.72|0.02|0.02|N|O|1997-09-27|1997-08-23|1997-10-27|DELIVER IN PERSON|REG AIR|quickly enticing excuses use slyly abov|
+5794|158|9|1|42|44442.30|0.06|0.05|R|F|1993-06-29|1993-05-30|1993-07-28|COLLECT COD|REG AIR|he careful|
+5794|115|2|2|14|14211.54|0.09|0.02|R|F|1993-04-19|1993-07-02|1993-05-18|COLLECT COD|SHIP|uriously carefully ironic reque|
+5794|7|8|3|15|13605.00|0.09|0.06|R|F|1993-06-25|1993-06-27|1993-07-09|NONE|MAIL|blithely regular ideas. final foxes haggle |
+5794|137|3|4|47|48745.11|0.00|0.08|A|F|1993-07-16|1993-06-21|1993-08-05|TAKE BACK RETURN|REG AIR|quests. blithely final excu|
+5795|193|6|1|34|37168.46|0.09|0.05|A|F|1992-08-21|1992-07-30|1992-08-27|COLLECT COD|REG AIR|al instructions must affix along the ironic|
+5796|58|3|1|27|25867.35|0.10|0.00|N|O|1996-04-06|1996-02-29|1996-04-20|DELIVER IN PERSON|RAIL|s wake quickly aro|
+5797|61|6|1|17|16338.02|0.09|0.03|N|O|1997-12-13|1998-01-12|1997-12-23|NONE|REG AIR|the ironic, even theodoli|
+5798|127|8|1|2|2054.24|0.09|0.00|N|O|1998-05-25|1998-06-22|1998-06-09|COLLECT COD|FOB|e furiously across |
+5798|124|9|2|14|14337.68|0.06|0.05|N|O|1998-04-01|1998-06-14|1998-04-27|NONE|RAIL|he special, bold packages. carefully iron|
+5798|134|5|3|22|22750.86|0.02|0.01|N|O|1998-06-24|1998-06-06|1998-07-20|COLLECT COD|TRUCK|sits poach carefully|
+5798|146|3|4|40|41845.60|0.08|0.06|N|O|1998-07-09|1998-06-24|1998-07-16|NONE|TRUCK| integrate carefu|
+5798|149|8|5|7|7343.98|0.06|0.07|N|O|1998-06-06|1998-05-10|1998-06-07|NONE|SHIP|ts against the blithely final p|
+5798|38|4|6|9|8442.27|0.06|0.02|N|O|1998-05-05|1998-05-25|1998-05-09|DELIVER IN PERSON|REG AIR|e blithely|
+5798|115|9|7|32|32483.52|0.08|0.01|N|O|1998-04-27|1998-05-03|1998-05-08|TAKE BACK RETURN|REG AIR|ubt blithely above the |
+5799|95|6|1|41|40798.69|0.04|0.02|N|O|1995-11-13|1995-10-31|1995-11-16|COLLECT COD|TRUCK|al accounts sleep ruthlessl|
+5799|100|3|2|30|30003.00|0.03|0.08|N|O|1995-09-12|1995-09-13|1995-09-19|NONE|RAIL| furiously s|
+5824|77|7|1|40|39082.80|0.06|0.06|N|O|1997-01-14|1997-01-17|1997-02-02|NONE|REG AIR|he final packag|
+5824|182|3|2|42|45451.56|0.09|0.00|N|O|1997-02-01|1997-02-20|1997-02-07|COLLECT COD|SHIP|ts sleep. carefully regular accounts h|
+5824|73|1|3|16|15569.12|0.03|0.02|N|O|1997-02-13|1997-01-07|1997-02-17|TAKE BACK RETURN|TRUCK|sly express Ti|
+5824|92|5|4|32|31746.88|0.03|0.02|N|O|1997-02-16|1997-01-24|1997-02-20|DELIVER IN PERSON|RAIL|ven requests. |
+5824|107|8|5|44|44312.40|0.08|0.03|N|O|1997-01-24|1997-01-31|1997-02-11|COLLECT COD|TRUCK|fily fluffily bold|
+5825|159|7|1|23|24360.45|0.10|0.05|R|F|1995-05-10|1995-04-28|1995-05-13|DELIVER IN PERSON|TRUCK| special pinto beans. dependencies haggl|
+5826|144|1|1|4|4176.56|0.03|0.06|N|O|1998-07-31|1998-09-10|1998-08-27|NONE|AIR| packages across the fluffily spec|
+5826|64|5|2|18|17353.08|0.04|0.01|N|O|1998-07-17|1998-09-03|1998-07-22|NONE|SHIP|atelets use above t|
+5827|187|8|1|30|32615.40|0.03|0.05|N|O|1998-11-11|1998-09-27|1998-11-30|DELIVER IN PERSON|RAIL|ounts may c|
+5827|103|6|2|23|23071.30|0.09|0.05|N|O|1998-11-16|1998-09-14|1998-11-17|COLLECT COD|RAIL|ans. furiously special instruct|
+5827|164|1|3|3|3192.48|0.03|0.06|N|O|1998-10-17|1998-09-29|1998-10-28|DELIVER IN PERSON|MAIL|uses eat along the furiously|
+5827|200|1|4|26|28605.20|0.06|0.00|N|O|1998-07-29|1998-09-24|1998-07-30|DELIVER IN PERSON|SHIP|arefully special packages wake thin|
+5827|112|9|5|38|38460.18|0.03|0.06|N|O|1998-10-18|1998-08-27|1998-10-23|TAKE BACK RETURN|TRUCK|ly ruthless accounts|
+5827|17|4|6|14|12838.14|0.05|0.01|N|O|1998-08-31|1998-09-06|1998-09-13|TAKE BACK RETURN|RAIL|rges. fluffily pending |
+5828|2|9|1|28|25256.00|0.10|0.03|A|F|1994-05-15|1994-05-20|1994-06-08|DELIVER IN PERSON|MAIL| special ideas haggle slyly ac|
+5828|158|3|2|37|39151.55|0.01|0.00|R|F|1994-06-07|1994-05-30|1994-06-17|NONE|RAIL|e carefully spec|
+5829|40|1|1|4|3760.16|0.01|0.02|N|O|1997-03-01|1997-02-17|1997-03-22|NONE|TRUCK|ithely; accounts cajole ideas. regular foxe|
+5829|107|10|2|40|40284.00|0.04|0.01|N|O|1997-04-21|1997-02-12|1997-05-04|COLLECT COD|TRUCK| the carefully ironic accounts. a|
+5829|129|8|3|6|6174.72|0.05|0.06|N|O|1997-01-22|1997-03-12|1997-02-02|TAKE BACK RETURN|AIR|sts. slyly special fo|
+5829|90|1|4|42|41583.78|0.02|0.07|N|O|1997-03-26|1997-04-01|1997-03-30|COLLECT COD|REG AIR|pearls. slyly bold deposits solve final|
+5829|191|5|5|49|53468.31|0.05|0.01|N|O|1997-01-31|1997-03-13|1997-02-18|NONE|MAIL| ironic excuses use fluf|
+5829|18|5|6|17|15606.17|0.09|0.02|N|O|1997-04-10|1997-03-29|1997-04-22|COLLECT COD|AIR|after the furiously ironic ideas no|
+5829|78|9|7|27|26407.89|0.08|0.04|N|O|1997-02-25|1997-03-31|1997-03-03|DELIVER IN PERSON|AIR|ns about the excuses are c|
+5830|160|2|1|29|30744.64|0.10|0.02|R|F|1993-06-19|1993-05-10|1993-07-13|DELIVER IN PERSON|REG AIR|y bold excuses|
+5831|191|2|1|2|2182.38|0.10|0.01|N|O|1997-02-09|1997-01-20|1997-03-07|TAKE BACK RETURN|TRUCK|quickly silent req|
+5831|74|3|2|33|32144.31|0.04|0.03|N|O|1996-11-20|1997-01-18|1996-12-18|TAKE BACK RETURN|MAIL| instructions wake. slyly sil|
+5831|82|3|3|6|5892.48|0.05|0.07|N|O|1997-01-29|1997-01-14|1997-02-09|NONE|MAIL|ly ironic accounts nag pendin|
+5831|13|10|4|46|41998.46|0.06|0.02|N|O|1997-02-24|1997-01-18|1997-03-02|COLLECT COD|MAIL|ly final pa|
+5831|43|4|5|37|34892.48|0.05|0.01|N|O|1997-01-17|1997-02-08|1997-02-01|NONE|FOB|uriously even requests|
+5856|4|1|1|1|904.00|0.03|0.02|A|F|1994-12-29|1995-01-07|1995-01-10|TAKE BACK RETURN|MAIL|tly. special deposits wake blithely even|
+5856|35|6|2|35|32726.05|0.09|0.02|R|F|1994-11-24|1994-12-23|1994-11-30|COLLECT COD|AIR|excuses. finally ir|
+5856|153|4|3|39|41072.85|0.05|0.03|A|F|1995-01-18|1995-01-11|1995-01-19|DELIVER IN PERSON|TRUCK|uickly quickly fluffy in|
+5857|58|9|1|25|23951.25|0.03|0.02|N|O|1997-12-02|1997-12-17|1997-12-08|DELIVER IN PERSON|REG AIR|ding platelets. pending excu|
+5857|195|9|2|50|54759.50|0.06|0.07|N|O|1997-12-04|1997-12-16|1997-12-20|NONE|TRUCK|y regular d|
+5857|68|3|3|1|968.06|0.03|0.01|N|O|1998-02-01|1997-12-09|1998-02-20|TAKE BACK RETURN|SHIP|instructions detect final reques|
+5857|118|2|4|12|12217.32|0.03|0.08|N|O|1998-01-24|1997-12-27|1998-02-10|TAKE BACK RETURN|AIR|counts. express, final|
+5857|192|4|5|14|15290.66|0.07|0.07|N|O|1997-12-10|1998-01-06|1998-01-04|TAKE BACK RETURN|TRUCK|ffily pendin|
+5857|93|5|6|49|48661.41|0.00|0.04|N|O|1998-01-23|1997-12-12|1998-01-28|DELIVER IN PERSON|REG AIR|egular pinto beans|
+5858|121|4|1|20|20422.40|0.02|0.06|A|F|1992-07-23|1992-08-26|1992-07-24|COLLECT COD|SHIP|uffily unusual pinto beans sleep|
+5858|16|7|2|36|32976.36|0.00|0.05|A|F|1992-09-25|1992-08-16|1992-10-11|NONE|SHIP|osits wake quickly quickly sile|
+5858|148|5|3|7|7336.98|0.08|0.02|A|F|1992-10-07|1992-08-16|1992-10-15|TAKE BACK RETURN|REG AIR|. doggedly regular packages use pendin|
+5858|164|9|4|46|48951.36|0.07|0.06|R|F|1992-09-07|1992-10-06|1992-10-06|DELIVER IN PERSON|MAIL|posits withi|
+5858|161|8|5|18|19100.88|0.00|0.07|A|F|1992-11-05|1992-10-08|1992-12-03|NONE|TRUCK|al excuses. bold|
+5858|154|9|6|7|7379.05|0.04|0.00|A|F|1992-09-14|1992-10-01|1992-10-01|TAKE BACK RETURN|RAIL|dly pending ac|
+5858|11|5|7|50|45550.50|0.06|0.00|R|F|1992-07-20|1992-10-07|1992-07-25|NONE|TRUCK|r the ironic ex|
+5859|175|4|1|50|53758.50|0.07|0.01|N|O|1997-07-08|1997-06-20|1997-07-27|COLLECT COD|MAIL|ly regular deposits use. ironic|
+5859|9|6|2|17|15453.00|0.03|0.03|N|O|1997-05-15|1997-06-30|1997-05-26|DELIVER IN PERSON|AIR|ly ironic requests. quickly unusual pin|
+5859|46|3|3|33|31219.32|0.10|0.04|N|O|1997-07-08|1997-06-22|1997-07-18|TAKE BACK RETURN|TRUCK|eposits unwind furiously final pinto bea|
+5859|93|4|4|40|39723.60|0.09|0.02|N|O|1997-08-05|1997-06-17|1997-08-20|NONE|REG AIR|l dependenci|
+5859|153|8|5|35|36860.25|0.00|0.08|N|O|1997-05-28|1997-07-14|1997-06-15|COLLECT COD|TRUCK|egular acco|
+5859|44|5|6|9|8496.36|0.01|0.02|N|O|1997-06-15|1997-06-06|1997-06-20|NONE|RAIL|ges boost quickly. blithely r|
+5859|191|5|7|27|29462.13|0.05|0.08|N|O|1997-07-30|1997-07-08|1997-08-08|NONE|MAIL| across th|
+5860|51|3|1|10|9510.50|0.04|0.04|A|F|1992-03-11|1992-03-30|1992-03-31|NONE|MAIL|ual patterns try to eat carefully above|
+5861|191|5|1|32|34918.08|0.00|0.03|N|O|1997-05-27|1997-05-29|1997-05-28|TAKE BACK RETURN|MAIL|nt asymptotes. carefully express request|
+5861|86|7|2|6|5916.48|0.10|0.03|N|O|1997-07-28|1997-05-18|1997-08-24|TAKE BACK RETURN|TRUCK|olites. slyly|
+5862|113|7|1|4|4052.44|0.09|0.06|N|O|1997-06-04|1997-04-26|1997-06-19|NONE|TRUCK|yly silent deposit|
+5862|2|7|2|29|26158.00|0.03|0.05|N|O|1997-04-02|1997-04-16|1997-04-04|NONE|FOB|e fluffily. furiously|
+5863|161|10|1|45|47752.20|0.07|0.06|A|F|1993-12-19|1994-01-25|1994-01-05|NONE|REG AIR| deposits are ab|
+5863|160|8|2|21|22263.36|0.09|0.03|R|F|1994-01-13|1994-01-09|1994-01-28|DELIVER IN PERSON|FOB|atelets nag blithely furi|
+5888|62|7|1|46|44254.76|0.02|0.00|N|O|1996-11-18|1996-11-05|1996-12-08|TAKE BACK RETURN|FOB|yly final accounts hag|
+5888|112|3|2|24|24290.64|0.03|0.01|N|O|1996-11-07|1996-11-30|1996-11-20|COLLECT COD|SHIP|ing to the spe|
+5889|77|7|1|17|16610.19|0.09|0.02|N|O|1995-07-01|1995-08-12|1995-07-25|NONE|AIR|blithely pending packages. flu|
+5890|113|4|1|38|38498.18|0.01|0.08|A|F|1993-02-14|1992-12-09|1993-02-27|COLLECT COD|FOB| accounts. carefully final asymptotes|
+5891|85|6|1|22|21671.76|0.00|0.06|R|F|1993-01-01|1993-02-18|1993-01-14|DELIVER IN PERSON|TRUCK|iresias cajole deposits. special, ir|
+5891|186|7|2|9|9775.62|0.03|0.07|R|F|1993-01-20|1993-02-27|1993-02-10|COLLECT COD|REG AIR|cajole carefully |
+5891|30|9|3|10|9300.30|0.08|0.01|A|F|1993-04-14|1993-02-07|1993-04-15|DELIVER IN PERSON|RAIL|nding requests. b|
+5892|148|9|1|7|7336.98|0.02|0.03|N|O|1995-06-26|1995-07-18|1995-07-25|COLLECT COD|AIR|e furiously. quickly even deposits da|
+5892|150|9|2|37|38855.55|0.09|0.06|N|O|1995-08-12|1995-06-11|1995-09-05|NONE|REG AIR|maintain. bold, expre|
+5892|3|4|3|28|25284.00|0.03|0.06|N|O|1995-08-16|1995-07-06|1995-08-22|DELIVER IN PERSON|MAIL|ithely unusual accounts will have to integ|
+5892|75|6|4|23|22426.61|0.08|0.04|R|F|1995-05-18|1995-07-06|1995-05-29|COLLECT COD|MAIL| foxes nag slyly about the qui|
+5893|134|10|1|43|44467.59|0.05|0.02|R|F|1992-11-02|1992-09-27|1992-11-21|TAKE BACK RETURN|RAIL|s. regular courts above the carefully silen|
+5893|2|9|2|2|1804.00|0.10|0.04|R|F|1992-07-18|1992-09-10|1992-08-12|NONE|RAIL|ckages wake sly|
+5894|8|5|1|23|20884.00|0.04|0.08|A|F|1994-09-05|1994-10-27|1994-09-13|NONE|TRUCK| furiously even deposits haggle alw|
+5894|79|8|2|48|46995.36|0.04|0.08|A|F|1994-09-04|1994-11-03|1994-09-17|NONE|TRUCK| asymptotes among the blithely silent |
+5895|15|9|1|38|34770.38|0.05|0.08|N|O|1997-04-05|1997-03-06|1997-05-03|DELIVER IN PERSON|RAIL|ts are furiously. regular, final excuses |
+5895|122|3|2|47|48039.64|0.04|0.06|N|O|1997-04-27|1997-03-17|1997-05-07|DELIVER IN PERSON|AIR|r packages wake carefull|
+5895|84|5|3|49|48219.92|0.03|0.07|N|O|1997-03-15|1997-02-17|1997-04-04|NONE|TRUCK|permanent foxes. packages|
+5895|146|7|4|31|32430.34|0.03|0.01|N|O|1997-03-03|1997-03-30|1997-03-08|TAKE BACK RETURN|TRUCK| final deposits nod slyly careful|
+5895|200|1|5|20|22004.00|0.07|0.00|N|O|1997-04-30|1997-02-07|1997-05-08|DELIVER IN PERSON|AIR|gular deposits wake blithely carefully fin|
+5895|78|7|6|15|14671.05|0.08|0.08|N|O|1997-04-19|1997-03-09|1997-05-13|TAKE BACK RETURN|RAIL|silent package|
+5920|187|8|1|50|54359.00|0.06|0.00|A|F|1995-03-13|1995-01-03|1995-03-31|TAKE BACK RETURN|RAIL|across the carefully pending platelets|
+5920|58|9|2|24|22993.20|0.01|0.05|A|F|1994-12-28|1995-01-21|1994-12-31|DELIVER IN PERSON|FOB|fully regular dolphins. furiousl|
+5920|117|1|3|2|2034.22|0.08|0.07|A|F|1995-02-18|1995-01-13|1995-03-04|NONE|SHIP| evenly spe|
+5920|12|2|4|28|25536.28|0.06|0.02|R|F|1994-12-17|1995-02-13|1994-12-31|NONE|SHIP|le slyly slyly even deposits. f|
+5920|100|4|5|42|42004.20|0.09|0.08|A|F|1994-12-18|1995-01-07|1995-01-14|COLLECT COD|AIR|lar, ironic dependencies sno|
+5921|99|3|1|44|43959.96|0.07|0.01|R|F|1994-07-14|1994-06-30|1994-07-15|NONE|TRUCK|ain about the special|
+5921|146|9|2|25|26153.50|0.06|0.01|A|F|1994-05-19|1994-06-15|1994-06-17|COLLECT COD|TRUCK|nd the slyly regular deposits. quick|
+5921|68|5|3|17|16457.02|0.06|0.01|R|F|1994-05-20|1994-05-26|1994-05-23|NONE|FOB|final asymptotes. even packages boost |
+5921|28|7|4|26|24128.52|0.03|0.04|A|F|1994-05-03|1994-07-06|1994-05-06|NONE|AIR|hy dependenc|
+5921|143|10|5|41|42768.74|0.04|0.02|R|F|1994-04-13|1994-05-31|1994-04-26|DELIVER IN PERSON|AIR|nusual, regular theodol|
+5921|115|6|6|5|5075.55|0.02|0.00|R|F|1994-06-01|1994-05-07|1994-06-10|COLLECT COD|TRUCK|eas cajole across the final, fi|
+5922|196|10|1|9|9865.71|0.07|0.00|N|O|1996-12-04|1997-01-20|1996-12-08|DELIVER IN PERSON|RAIL|haggle slyly even packages. packages|
+5922|157|2|2|37|39114.55|0.01|0.04|N|O|1996-12-19|1996-12-16|1997-01-15|COLLECT COD|RAIL|s wake slyly. requests cajole furiously asy|
+5922|90|1|3|35|34653.15|0.08|0.00|N|O|1996-12-12|1997-01-21|1997-01-01|DELIVER IN PERSON|SHIP|accounts. regu|
+5922|66|7|4|13|12558.78|0.08|0.07|N|O|1997-03-08|1996-12-26|1997-04-03|DELIVER IN PERSON|FOB|sly special accounts wake ironically.|
+5922|57|5|5|39|37324.95|0.04|0.07|N|O|1997-03-04|1997-01-17|1997-03-25|TAKE BACK RETURN|SHIP|e of the instructions. quick|
+5922|179|9|6|10|10791.70|0.04|0.01|N|O|1997-02-23|1996-12-26|1997-03-04|NONE|REG AIR|sly regular deposits haggle quickly ins|
+5923|177|8|1|27|29083.59|0.08|0.03|N|O|1997-08-16|1997-06-27|1997-08-29|DELIVER IN PERSON|RAIL|arefully i|
+5923|119|3|2|42|42802.62|0.01|0.08|N|O|1997-09-16|1997-07-23|1997-09-27|COLLECT COD|REG AIR|y regular theodolites w|
+5923|108|5|3|2|2016.20|0.06|0.05|N|O|1997-06-19|1997-07-31|1997-06-28|TAKE BACK RETURN|TRUCK|express patterns. even deposits|
+5923|174|4|4|46|49411.82|0.05|0.04|N|O|1997-07-29|1997-07-23|1997-08-23|COLLECT COD|SHIP|nto beans cajole blithe|
+5923|59|4|5|35|33566.75|0.04|0.05|N|O|1997-07-21|1997-07-11|1997-08-01|DELIVER IN PERSON|AIR|sts affix unusual, final requests. request|
+5924|176|5|1|38|40894.46|0.06|0.05|N|O|1995-12-17|1995-12-11|1996-01-06|TAKE BACK RETURN|AIR|ions cajole carefully along the |
+5924|53|1|2|49|46699.45|0.04|0.00|N|O|1995-10-25|1995-12-11|1995-11-08|NONE|MAIL|inly final excuses. blithely regular requ|
+5924|17|8|3|24|22008.24|0.09|0.08|N|O|1996-01-12|1995-12-13|1996-01-25|COLLECT COD|REG AIR| use carefully. special, e|
+5925|87|8|1|42|41457.36|0.05|0.02|N|O|1996-03-05|1996-01-13|1996-03-10|COLLECT COD|SHIP|to the furiously|
+5925|125|4|2|31|31778.72|0.03|0.03|N|O|1996-01-02|1995-12-14|1996-01-07|TAKE BACK RETURN|FOB|e slyly. furiously regular deposi|
+5925|89|10|3|50|49454.00|0.03|0.04|N|O|1996-02-14|1996-01-10|1996-02-15|NONE|TRUCK|es. stealthily express pains print bli|
+5925|54|9|4|30|28621.50|0.02|0.07|N|O|1996-02-21|1996-02-11|1996-03-10|NONE|TRUCK| the packa|
+5925|160|1|5|41|43466.56|0.00|0.06|N|O|1996-02-03|1995-12-24|1996-02-20|NONE|SHIP| across the pending deposits nag caref|
+5925|50|9|6|48|45602.40|0.02|0.00|N|O|1996-02-03|1996-01-19|1996-03-04|DELIVER IN PERSON|REG AIR| haggle after the fo|
+5926|90|1|1|8|7920.72|0.02|0.00|R|F|1994-07-17|1994-07-20|1994-08-11|COLLECT COD|MAIL|gle furiously express foxes. bo|
+5926|50|9|2|27|25651.35|0.09|0.05|A|F|1994-07-05|1994-08-11|1994-08-02|DELIVER IN PERSON|MAIL|ironic requests|
+5926|127|8|3|46|47247.52|0.01|0.03|R|F|1994-09-05|1994-08-12|1994-09-11|COLLECT COD|RAIL|ts integrate. courts haggl|
+5926|190|1|4|23|25074.37|0.01|0.02|A|F|1994-07-23|1994-08-10|1994-07-27|DELIVER IN PERSON|FOB|ickly special packages among |
+5927|90|1|1|44|43563.96|0.04|0.05|N|O|1997-11-29|1997-11-21|1997-12-13|DELIVER IN PERSON|TRUCK|rding to the special, final decoy|
+5927|115|2|2|8|8120.88|0.04|0.05|N|O|1997-09-24|1997-11-15|1997-10-22|TAKE BACK RETURN|SHIP|ilent dependencies nod c|
+5927|167|6|3|32|34149.12|0.10|0.07|N|O|1997-12-26|1997-10-27|1997-12-31|COLLECT COD|AIR|telets. carefully bold accounts was|
+5952|200|2|1|49|53909.80|0.10|0.02|N|O|1997-06-30|1997-07-10|1997-07-02|COLLECT COD|AIR|e furiously regular|
+5952|191|5|2|11|12003.09|0.10|0.05|N|O|1997-05-13|1997-06-04|1997-05-27|DELIVER IN PERSON|FOB|y nag blithely aga|
+5952|71|2|3|43|41756.01|0.01|0.01|N|O|1997-06-29|1997-06-06|1997-07-15|COLLECT COD|MAIL|posits sleep furiously quickly final p|
+5952|158|3|4|23|24337.45|0.00|0.07|N|O|1997-05-13|1997-06-27|1997-05-20|NONE|TRUCK|e blithely packages. eve|
+5953|129|10|1|36|37048.32|0.03|0.00|R|F|1992-05-28|1992-06-24|1992-05-29|DELIVER IN PERSON|FOB| cajole furio|
+5953|13|7|2|34|31042.34|0.03|0.04|A|F|1992-05-04|1992-06-12|1992-06-02|NONE|RAIL|hockey players use furiously against th|
+5953|162|9|3|5|5310.80|0.07|0.06|A|F|1992-04-10|1992-04-27|1992-04-14|NONE|SHIP|s. blithely |
+5953|169|8|4|23|24590.68|0.09|0.02|R|F|1992-06-05|1992-06-03|1992-06-29|TAKE BACK RETURN|FOB|he silent ideas. silent foxes po|
+5954|147|6|1|8|8377.12|0.03|0.00|A|F|1993-03-27|1993-01-22|1993-04-04|TAKE BACK RETURN|AIR|unusual th|
+5954|81|2|2|40|39243.20|0.02|0.01|A|F|1992-12-30|1993-01-16|1993-01-09|COLLECT COD|RAIL|iously ironic deposits after|
+5954|94|8|3|20|19881.80|0.09|0.07|A|F|1992-12-25|1993-02-05|1992-12-31|COLLECT COD|REG AIR| accounts wake carefu|
+5954|145|4|4|20|20902.80|0.00|0.01|R|F|1993-02-27|1993-01-04|1993-03-08|NONE|TRUCK|ke furiously blithely special packa|
+5954|100|4|5|35|35003.50|0.04|0.06|A|F|1993-03-17|1993-02-06|1993-04-10|NONE|SHIP|tions maintain slyly. furious|
+5954|193|5|6|39|42634.41|0.04|0.08|A|F|1993-02-27|1993-02-25|1993-03-29|DELIVER IN PERSON|REG AIR| always regular dolphins. furiously p|
+5955|140|1|1|14|14561.96|0.08|0.08|N|O|1995-06-22|1995-05-23|1995-06-24|DELIVER IN PERSON|TRUCK| unusual, bold theodolit|
+5955|62|7|2|15|14430.90|0.08|0.07|R|F|1995-04-22|1995-05-28|1995-04-27|NONE|FOB|y final accounts above the regu|
+5955|112|9|3|40|40484.40|0.03|0.00|R|F|1995-04-01|1995-06-11|1995-04-27|NONE|FOB|oss the fluffily regular|
+5956|155|3|1|10|10551.50|0.04|0.05|N|O|1998-07-27|1998-07-04|1998-08-21|NONE|MAIL|ic packages am|
+5956|55|7|2|23|21966.15|0.08|0.03|N|O|1998-06-06|1998-07-10|1998-06-15|DELIVER IN PERSON|RAIL|ly slyly special |
+5956|175|5|3|47|50532.99|0.04|0.06|N|O|1998-09-06|1998-06-29|1998-09-18|TAKE BACK RETURN|MAIL|lyly express theodol|
+5956|20|10|4|40|36800.80|0.09|0.05|N|O|1998-06-11|1998-07-19|1998-06-21|NONE|MAIL|final theodolites sleep carefully ironic c|
+5957|15|9|1|37|33855.37|0.07|0.00|A|F|1994-04-18|1994-02-19|1994-05-11|NONE|AIR| ideas use ruthlessly.|
+5957|59|4|2|46|44116.30|0.04|0.08|A|F|1994-01-23|1994-01-30|1994-02-07|NONE|SHIP|platelets. furiously unusual requests |
+5957|2|7|3|17|15334.00|0.01|0.01|A|F|1994-01-24|1994-02-16|1994-02-08|TAKE BACK RETURN|SHIP|. final, pending packages|
+5957|132|3|4|29|29931.77|0.01|0.03|R|F|1994-02-24|1994-03-04|1994-03-08|COLLECT COD|REG AIR|sits. final, even asymptotes cajole quickly|
+5957|88|9|5|40|39523.20|0.04|0.04|R|F|1994-01-07|1994-02-05|1994-01-26|DELIVER IN PERSON|SHIP|ironic asymptotes sleep blithely again|
+5957|6|1|6|41|37146.00|0.10|0.07|R|F|1994-03-25|1994-02-20|1994-03-31|DELIVER IN PERSON|MAIL|es across the regular requests maint|
+5957|159|1|7|32|33892.80|0.10|0.07|A|F|1994-03-05|1994-02-20|1994-03-09|NONE|TRUCK| boost carefully across the |
+5958|149|8|1|33|34621.62|0.02|0.04|N|O|1995-09-24|1995-12-12|1995-10-05|COLLECT COD|MAIL|lar, regular accounts wake furi|
+5958|43|6|2|23|21689.92|0.03|0.04|N|O|1995-09-26|1995-10-19|1995-09-27|COLLECT COD|SHIP|regular requests. bold, bold deposits unwin|
+5958|153|8|3|42|44232.30|0.10|0.00|N|O|1995-12-12|1995-10-19|1996-01-09|NONE|AIR|n accounts. final, ironic packages |
+5958|39|10|4|18|16902.54|0.04|0.05|N|O|1995-12-02|1995-10-17|1995-12-22|COLLECT COD|FOB|regular requests haggle|
+5958|132|8|5|32|33028.16|0.06|0.00|N|O|1995-09-20|1995-12-10|1995-10-14|COLLECT COD|REG AIR|e carefully special theodolites. carefully |
+5959|135|1|1|49|50721.37|0.07|0.03|R|F|1992-07-16|1992-08-09|1992-08-14|DELIVER IN PERSON|SHIP|usual packages haggle slyly pi|
+5959|147|8|2|17|17801.38|0.09|0.07|R|F|1992-06-10|1992-07-06|1992-06-23|COLLECT COD|MAIL|ackages. blithely ex|
+5959|5|6|3|4|3620.00|0.04|0.03|R|F|1992-06-14|1992-07-05|1992-07-01|NONE|MAIL|gular requests ar|
+5959|196|7|4|13|14250.47|0.03|0.00|A|F|1992-07-29|1992-07-13|1992-08-20|COLLECT COD|SHIP|ar forges. deposits det|
+5959|40|6|5|37|34781.48|0.04|0.01|R|F|1992-06-05|1992-07-18|1992-06-29|NONE|TRUCK|endencies. brai|
+5959|119|3|6|35|35668.85|0.03|0.00|A|F|1992-05-27|1992-06-19|1992-06-23|NONE|TRUCK|ely silent deposits. |
+5959|43|10|7|47|44322.88|0.02|0.01|R|F|1992-08-28|1992-07-24|1992-09-09|TAKE BACK RETURN|RAIL|deposits. slyly special cou|
+5984|70|5|1|13|12610.91|0.06|0.07|R|F|1994-10-16|1994-09-06|1994-11-11|NONE|MAIL|lar platelets. f|
+5984|102|3|2|25|25052.50|0.05|0.08|R|F|1994-10-06|1994-07-21|1994-10-28|COLLECT COD|RAIL|gular accounts. even packages nag slyly|
+5984|1|4|3|8|7208.00|0.10|0.00|R|F|1994-09-17|1994-08-28|1994-09-25|COLLECT COD|RAIL|its. express,|
+5984|190|1|4|35|38156.65|0.00|0.01|A|F|1994-08-25|1994-08-05|1994-08-31|DELIVER IN PERSON|SHIP|le fluffily regula|
+5985|86|7|1|4|3944.32|0.02|0.02|A|F|1995-05-04|1995-04-01|1995-05-17|DELIVER IN PERSON|MAIL|ole along the quickly slow d|
+5986|79|7|1|26|25455.82|0.00|0.00|R|F|1992-08-10|1992-05-23|1992-08-24|TAKE BACK RETURN|SHIP|e fluffily ironic ideas. silent |
+5986|196|8|2|25|27404.75|0.03|0.06|A|F|1992-06-16|1992-07-17|1992-06-29|TAKE BACK RETURN|MAIL| instructions. slyly regular de|
+5986|30|5|3|1|930.03|0.07|0.06|A|F|1992-05-21|1992-06-21|1992-05-24|DELIVER IN PERSON|REG AIR|fix quickly quickly final deposits. fluffil|
+5986|90|1|4|31|30692.79|0.00|0.03|A|F|1992-08-21|1992-06-29|1992-09-14|NONE|AIR|structions! furiously pending instructi|
+5986|136|7|5|6|6216.78|0.05|0.02|A|F|1992-07-16|1992-06-10|1992-07-29|DELIVER IN PERSON|RAIL|al foxes within the slyly speci|
+5987|23|2|1|1|923.02|0.01|0.04|N|O|1996-09-13|1996-10-29|1996-09-21|DELIVER IN PERSON|REG AIR|refully final excuses haggle furiously ag|
+5987|176|5|2|20|21523.40|0.10|0.06|N|O|1996-11-28|1996-09-17|1996-12-05|TAKE BACK RETURN|RAIL|ing excuses nag quickly always bold|
+5987|92|3|3|43|42659.87|0.08|0.04|N|O|1996-10-30|1996-10-13|1996-11-12|NONE|AIR|theodolites wake above the furiously b|
+5987|97|1|4|37|36892.33|0.08|0.08|N|O|1996-10-15|1996-10-27|1996-11-09|NONE|MAIL|le furiously carefully special |
+5988|172|1|1|41|43958.97|0.08|0.03|R|F|1994-01-20|1994-02-06|1994-02-10|COLLECT COD|AIR|the pending, express reque|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/nation.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/nation.tbl
new file mode 100644
index 0000000..ed3fd5b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/nation.tbl
@@ -0,0 +1,25 @@
+0|ALGERIA|0| haggle. carefully final deposits detect slyly agai|
+1|ARGENTINA|1|al foxes promise slyly according to the regular accounts. bold requests alon|
+2|BRAZIL|1|y alongside of the pending deposits. carefully special packages are about the ironic forges. slyly special |
+3|CANADA|1|eas hang ironic, silent packages. slyly regular packages are furiously over the tithes. fluffily bold|
+4|EGYPT|4|y above the carefully unusual theodolites. final dugouts are quickly across the furiously regular d|
+5|ETHIOPIA|0|ven packages wake quickly. regu|
+6|FRANCE|3|refully final requests. regular, ironi|
+7|GERMANY|3|l platelets. regular accounts x-ray: unusual, regular acco|
+8|INDIA|2|ss excuses cajole slyly across the packages. deposits print aroun|
+9|INDONESIA|2| slyly express asymptotes. regular deposits haggle slyly. carefully ironic hockey players sleep blithely. carefull|
+10|IRAN|4|efully alongside of the slyly final dependencies. |
+11|IRAQ|4|nic deposits boost atop the quickly final requests? quickly regula|
+12|JAPAN|2|ously. final, express gifts cajole a|
+13|JORDAN|4|ic deposits are blithely about the carefully regular pa|
+14|KENYA|0| pending excuses haggle furiously deposits. pending, express pinto beans wake fluffily past t|
+15|MOROCCO|0|rns. blithely bold courts among the closely regular packages use furiously bold platelets?|
+16|MOZAMBIQUE|0|s. ironic, unusual asymptotes wake blithely r|
+17|PERU|1|platelets. blithely pending dependencies use fluffily across the even pinto beans. carefully silent accoun|
+18|CHINA|2|c dependencies. furiously express notornis sleep slyly regular accounts. ideas sleep. depos|
+19|ROMANIA|3|ular asymptotes are about the furious multipliers. express dependencies nag above the ironically ironic account|
+20|SAUDI ARABIA|4|ts. silent requests haggle. closely express packages sleep across the blithely|
+21|VIETNAM|2|hely enticingly express accounts. even, final |
+22|RUSSIA|3| requests against the platelets use never according to the quickly regular pint|
+23|UNITED KINGDOM|3|eans boost carefully special requests. accounts are. carefull|
+24|UNITED STATES|1|y final packages. slow foxes cajole quickly. quickly silent platelets breach ironic accounts. unusual pinto be|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part1.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part1.tbl
new file mode 100644
index 0000000..ed78053
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part1.tbl
@@ -0,0 +1,750 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|
+1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|
+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|
+1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|
+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|
+1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|
+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|
+1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|
+1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|
+1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|
+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|
+1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|
+1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|
+1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |
+1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|
+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|
+1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|
+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|
+1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|
+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part2.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part2.tbl
new file mode 100644
index 0000000..7e35045
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders-part2.tbl
@@ -0,0 +1,750 @@
+2983|62|F|58168.07|1992-01-07|1-URGENT|Clerk#000000278|0|r the even requests. accounts maintain. regular accounts|
+3008|40|O|156018.74|1995-11-08|3-MEDIUM|Clerk#000000701|0|ze quickly. blithely regular packages above the slyly bold foxes shall|
+3009|55|O|108424.94|1997-02-28|1-URGENT|Clerk#000000205|0|r ideas. carefully pe|
+3010|8|O|141647.08|1996-01-26|2-HIGH|Clerk#000000931|0| blithely final requests. special deposits are slyl|
+3011|91|F|46418.85|1992-01-14|5-LOW|Clerk#000000515|0|onic deposits kindle slyly. dependencies around the quickly iro|
+3012|32|F|91678.66|1993-05-05|1-URGENT|Clerk#000000414|0|ts after the regular pinto beans impress blithely s|
+3013|143|O|156407.40|1997-02-05|5-LOW|Clerk#000000591|0|the furiously pendin|
+3014|29|F|194159.59|1992-10-30|4-NOT SPECIFIED|Clerk#000000476|0|ep blithely according to the blith|
+3015|103|F|110826.83|1992-09-27|5-LOW|Clerk#000000013|0|ously regular deposits affix carefully. furiousl|
+3040|112|F|119201.64|1993-04-12|3-MEDIUM|Clerk#000000544|0|carefully special packages. blithe|
+3041|113|O|23039.46|1997-06-03|5-LOW|Clerk#000000092|0|s. unusual, pending deposits use carefully. thinly final|
+3042|20|F|104523.03|1994-11-21|3-MEDIUM|Clerk#000000573|0| the slyly ironic depo|
+3043|44|F|78221.69|1992-04-25|5-LOW|Clerk#000000137|0|cajole blithely furiously fina|
+3044|53|O|52433.54|1996-04-03|2-HIGH|Clerk#000000008|0|cajole final courts. ironic deposits about the quickly final re|
+3045|50|O|85822.67|1995-09-27|1-URGENT|Clerk#000000405|0| express courts sleep quickly special asymptotes. |
+3046|32|O|117817.52|1995-11-30|2-HIGH|Clerk#000000522|0|r deposits. platelets use furi|
+3047|25|O|37881.31|1997-03-21|1-URGENT|Clerk#000000962|0|as. slyly express deposits are dogged pearls. silent ide|
+3072|23|F|87475.82|1994-01-30|4-NOT SPECIFIED|Clerk#000000370|0|ely final deposits cajole carefully. ironic, re|
+3073|136|F|151419.50|1994-01-08|3-MEDIUM|Clerk#000000404|0|kly slyly bold accounts. express courts near the regular ideas sleep bli|
+3074|67|F|85861.93|1992-11-01|5-LOW|Clerk#000000546|0|yly even asymptotes shall have to haggle fluffily. deposits are|
+3075|127|F|37696.70|1994-05-07|3-MEDIUM|Clerk#000000433|0|ackages: carefully unusual reques|
+3076|92|F|93828.15|1993-07-23|2-HIGH|Clerk#000000099|0|busy foxes. deposits affix quickly ironic, pending pint|
+3077|121|O|99290.01|1997-08-06|2-HIGH|Clerk#000000228|0|kly. fluffily ironic requests use qui|
+3078|49|F|46310.83|1993-02-12|2-HIGH|Clerk#000000110|0|ounts are alongside of the blith|
+3079|100|O|148299.05|1997-09-12|5-LOW|Clerk#000000505|0|lly ironic accounts|
+3104|70|F|102693.61|1993-09-16|3-MEDIUM|Clerk#000000871|0|ges boost-- regular accounts are furiousl|
+3105|137|O|125396.80|1996-11-13|4-NOT SPECIFIED|Clerk#000000772|0|s. blithely final ins|
+3106|145|O|132494.97|1997-01-12|3-MEDIUM|Clerk#000000729|0|its use slyly final theodolites; regular dolphins hang above t|
+3107|26|O|107406.26|1997-08-21|1-URGENT|Clerk#000000669|0|ously even deposits acr|
+3108|85|F|63278.00|1993-08-05|1-URGENT|Clerk#000000574|0|s packages haggle furiously am|
+3109|124|F|216104.85|1993-07-24|5-LOW|Clerk#000000936|0|bold requests sleep quickly according to the slyly final|
+3110|88|F|115161.29|1994-12-17|2-HIGH|Clerk#000000564|0|round the fluffy instructions. carefully silent packages cajol|
+3111|133|O|154383.37|1995-08-25|5-LOW|Clerk#000000922|0|slyly regular theodolites. furious deposits cajole deposits. ironic theodoli|
+3136|23|F|145426.11|1994-08-10|4-NOT SPECIFIED|Clerk#000000891|0|tructions sleep slyly. pending di|
+3137|136|O|8958.65|1995-07-26|3-MEDIUM|Clerk#000000063|0|ymptotes wake carefully above t|
+3138|139|F|139579.18|1994-02-09|4-NOT SPECIFIED|Clerk#000000650|0|e fluffily final theodolites. even dependencies wake along the quickly ir|
+3139|17|F|40975.96|1992-01-02|3-MEDIUM|Clerk#000000855|0|ounts against the ruthlessly unusual dolphins|
+3140|145|F|54356.10|1992-04-09|1-URGENT|Clerk#000000670|0|carefully ironic deposits use furiously. blith|
+3141|26|O|115959.96|1995-11-10|1-URGENT|Clerk#000000475|0|es. furiously bold instructions after the carefully final p|
+3142|8|F|16030.15|1992-06-28|3-MEDIUM|Clerk#000000043|0|usual accounts about the carefully special requests sleep slyly quickly regul|
+3143|107|F|135647.68|1993-02-17|1-URGENT|Clerk#000000519|0| are final, ironic accounts. ironic |
+3168|136|F|69412.71|1992-01-30|5-LOW|Clerk#000000352|0|s sleep slyly? ironic, furious instructions detect. quickly final i|
+3169|19|F|126804.90|1993-12-21|3-MEDIUM|Clerk#000000252|0| even pinto beans are blithely special, special multip|
+3170|5|O|190142.17|1997-11-09|1-URGENT|Clerk#000000288|0|requests. furiously bold|
+3171|47|F|84405.78|1993-04-06|5-LOW|Clerk#000000940|0|ar deposits. idly r|
+3172|89|F|121360.83|1992-06-03|4-NOT SPECIFIED|Clerk#000000771|0|es. slyly ironic packages x-ra|
+3173|148|O|64892.73|1996-08-10|5-LOW|Clerk#000000516|0|ial requests lose along t|
+3174|127|O|92856.91|1995-11-15|5-LOW|Clerk#000000663|0|rts. silent, regular pinto beans are blithely regular packages. furiousl|
+3175|44|F|205282.63|1994-07-15|5-LOW|Clerk#000000629|0| across the slyly even realms use carefully ironic deposits: sl|
+3200|13|O|131103.31|1996-02-07|1-URGENT|Clerk#000000020|0| regular dependencies impress evenly even excuses. blithely |
+3201|97|F|90755.31|1993-07-02|4-NOT SPECIFIED|Clerk#000000738|0|. busy, express instruction|
+3202|88|F|50601.01|1992-12-24|5-LOW|Clerk#000000067|0|fluffily express requests affix carefully around th|
+3203|127|O|49357.72|1997-11-05|2-HIGH|Clerk#000000493|0|e furiously silent warhorses. slyly silent deposits wake bli|
+3204|10|F|41573.42|1992-12-26|1-URGENT|Clerk#000000693|0|ess somas cajole slyly. pending accounts cajole|
+3205|148|F|153637.79|1992-04-11|5-LOW|Clerk#000000803|0|e furiously. quickly regular dinos about the final pinto be|
+3206|122|O|64344.86|1996-08-09|1-URGENT|Clerk#000000755|0|ntegrate furiously final, express |
+3207|22|O|133038.59|1998-02-16|1-URGENT|Clerk#000000695|0|uriously accounts. fluffily i|
+3232|82|F|55619.01|1992-10-09|1-URGENT|Clerk#000000314|0|yly final accounts. packages agains|
+3233|140|F|54121.92|1994-10-24|5-LOW|Clerk#000000470|0|ly ironic epitaphs use stealthy, express deposits. quickly regular instruct|
+3234|14|O|147343.68|1996-04-05|4-NOT SPECIFIED|Clerk#000000367|0|ents according to the dependencies will sleep after the blithely even p|
+3235|46|O|104695.09|1995-11-15|5-LOW|Clerk#000000349|0| quickly pinto beans. ironi|
+3236|142|O|39470.39|1996-11-06|4-NOT SPECIFIED|Clerk#000000553|0|ithely slyly pending req|
+3237|19|F|10508.12|1992-06-03|1-URGENT|Clerk#000000606|0|inal requests. slyly even foxes detect about the furiously exp|
+3238|61|F|41375.69|1993-02-21|5-LOW|Clerk#000000818|0|lly express deposits are. furiously unusual ideas wake carefully somas. instr|
+3239|35|O|156802.80|1998-01-12|4-NOT SPECIFIED|Clerk#000000619|0| cajole carefully along the furiously pending deposits. |
+3264|94|O|162634.53|1996-11-02|5-LOW|Clerk#000000244|0|carefully. express, bold|
+3265|53|F|43315.15|1992-06-27|1-URGENT|Clerk#000000265|0|re quickly quickly pe|
+3266|4|P|68309.28|1995-03-17|5-LOW|Clerk#000000545|0|refully ironic instructions. slyly final pi|
+3267|112|O|33998.90|1997-01-07|5-LOW|Clerk#000000484|0| the packages. regular decoys about the bold dependencies grow fi|
+3268|142|F|36024.96|1994-06-25|5-LOW|Clerk#000000746|0|y brave requests unwind furiously accordin|
+3269|17|O|218697.85|1996-03-01|3-MEDIUM|Clerk#000000378|0|ts. accounts wake carefully. carefully dogged accounts wake slyly slyly i|
+3270|38|O|166669.86|1997-05-28|1-URGENT|Clerk#000000375|0|uffily pending courts ca|
+3271|34|F|86534.05|1992-01-01|1-URGENT|Clerk#000000421|0|s. furiously regular requests|
+3296|148|F|187553.35|1994-10-19|3-MEDIUM|Clerk#000000991|0|as! carefully final requests wake. furiously even|
+3297|139|F|9679.45|1992-11-03|2-HIGH|Clerk#000000220|0| after the theodolites cajole carefully according to the finally|
+3298|116|O|62716.67|1996-04-17|5-LOW|Clerk#000000241|0|even accounts boost |
+3299|91|F|42867.92|1993-12-26|3-MEDIUM|Clerk#000000853|0|bold deposits. special instructions sleep care|
+3300|118|O|27049.22|1995-07-15|5-LOW|Clerk#000000198|0|ses. carefully unusual instructions must have to detect about the blithel|
+3301|133|F|48497.09|1994-09-04|4-NOT SPECIFIED|Clerk#000000325|0|ular gifts impress enticingly carefully express deposits; instructions boo|
+3302|34|O|38330.42|1995-11-14|2-HIGH|Clerk#000000367|0|eep blithely ironic requests. quickly even courts haggle slyly|
+3303|145|O|97758.28|1997-12-14|4-NOT SPECIFIED|Clerk#000000661|0|nto beans sleep furiously above the carefully ironic |
+3328|7|F|139580.85|1992-11-19|5-LOW|Clerk#000000384|0|ake among the express accounts? carefully ironic packages cajole never.|
+3329|4|O|46107.70|1995-07-03|2-HIGH|Clerk#000000236|0|old deposits. special accounts haggle furiousl|
+3330|7|F|43255.19|1994-12-19|1-URGENT|Clerk#000000124|0|kages use. carefully regular deposits cajole carefully about |
+3331|91|F|65189.17|1993-05-21|2-HIGH|Clerk#000000901|0|uffily carefully sly accounts. blithely unu|
+3332|143|F|73739.06|1994-11-05|1-URGENT|Clerk#000000840|0|ans detect carefully furiously final deposits: regular accoun|
+3333|92|F|197973.22|1992-09-16|4-NOT SPECIFIED|Clerk#000000157|0|ctions boost slyly quickly even accounts. deposits along|
+3334|76|O|28930.68|1996-02-18|5-LOW|Clerk#000000532|0|ounts maintain carefully. furiously close request|
+3335|49|O|112603.34|1995-10-15|3-MEDIUM|Clerk#000000694|0| deposits poach. ironic ideas about the carefully ironi|
+3360|103|O|168750.48|1998-01-23|5-LOW|Clerk#000000254|0| the deposits. fluffily bold requests cajole regula|
+3361|49|F|75026.51|1992-08-23|4-NOT SPECIFIED|Clerk#000000577|0|unts detect furiously instructions. slow deposi|
+3362|140|O|183176.60|1995-07-29|5-LOW|Clerk#000000011|0|the quickly pending deposits. silent, ev|
+3363|52|O|91017.61|1995-09-23|2-HIGH|Clerk#000000615|0|posits. ironic, final deposits are furiously slyly pending |
+3364|46|O|108412.57|1997-06-21|1-URGENT|Clerk#000000280|0|y even foxes? blithely stea|
+3365|82|F|174634.12|1994-11-09|2-HIGH|Clerk#000000126|0|he slyly regular foxes nag about the accounts. fluffily |
+3366|52|O|13603.08|1997-05-18|1-URGENT|Clerk#000000160|0| pinto beans upon the quickly expres|
+3367|73|F|101339.68|1992-12-31|4-NOT SPECIFIED|Clerk#000000029|0|efully blithely ironic pinto beans. carefully close |
+3392|74|O|96057.42|1995-10-28|1-URGENT|Clerk#000000325|0|es thrash blithely depths. bold multipliers wake f|
+3393|98|O|183104.71|1995-07-04|2-HIGH|Clerk#000000076|0|even requests. excuses are carefully deposits. fluf|
+3394|149|O|162165.94|1996-05-05|4-NOT SPECIFIED|Clerk#000000105|0| blithely among the attainments. carefully final accounts nag blit|
+3395|149|F|141486.77|1994-10-30|4-NOT SPECIFIED|Clerk#000000682|0|ideas haggle beside the ev|
+3396|149|F|196443.16|1994-05-21|3-MEDIUM|Clerk#000000868|0|uffily regular platelet|
+3397|130|F|80084.61|1994-06-23|3-MEDIUM|Clerk#000000048|0|yly. final deposits wake f|
+3398|67|O|1147.42|1996-09-23|1-URGENT|Clerk#000000818|0|uthless, special courts atop the unusual accounts grow fur|
+3399|122|P|56938.16|1995-02-28|4-NOT SPECIFIED|Clerk#000000575|0|the carefully sly accounts. regular, pending theodolites wa|
+3424|103|O|42410.57|1996-08-21|1-URGENT|Clerk#000000190|0|ven requests are quickly pending accounts. blithely furious requests |
+3425|115|O|157040.57|1996-03-31|4-NOT SPECIFIED|Clerk#000000188|0|ions. deposits nag blithely alongside of the carefully f|
+3426|53|O|91929.93|1996-10-16|3-MEDIUM|Clerk#000000283|0|alongside of the slyly|
+3427|4|O|133451.14|1997-05-29|4-NOT SPECIFIED|Clerk#000000404|0|y final pinto beans snooze fluffily bold asymptot|
+3428|10|O|88047.04|1996-04-07|5-LOW|Clerk#000000953|0|lar excuses. slyly pending ideas detect p|
+3429|146|O|141902.54|1997-01-06|4-NOT SPECIFIED|Clerk#000000737|0|l deposits cajole furiously enticing deposits. blithe packages haggle careful|
+3430|113|F|161066.22|1994-12-12|4-NOT SPECIFIED|Clerk#000000664|0| regular attainments are at the final foxes. final packages along the blithe|
+3431|47|F|45536.27|1993-08-22|1-URGENT|Clerk#000000439|0| sleep. slyly busy Tiresias a|
+3456|46|F|32796.35|1993-06-01|5-LOW|Clerk#000000924|0|es promise slyly. ironicall|
+3457|25|P|174223.20|1995-04-27|4-NOT SPECIFIED|Clerk#000000849|0|ely thin asymptotes. deposits kindle. pending|
+3458|95|F|153069.14|1994-12-22|2-HIGH|Clerk#000000392|0|rges snooze. slyly unusua|
+3459|119|F|127134.05|1994-07-28|4-NOT SPECIFIED|Clerk#000000777|0|n instructions? carefully regular excuses are blithely. silent, ironi|
+3460|82|O|245976.74|1995-10-03|2-HIGH|Clerk#000000078|0|ans integrate carefu|
+3461|100|F|190960.69|1993-01-31|1-URGENT|Clerk#000000504|0|al, bold deposits cajole fluffily fluffily final foxes. pending ideas beli|
+3462|133|O|63590.17|1997-05-17|3-MEDIUM|Clerk#000000657|0|uriously express asympto|
+3463|89|F|85255.56|1993-08-18|1-URGENT|Clerk#000000545|0|ding to the carefully ironic deposits|
+3488|148|F|92716.17|1995-01-08|3-MEDIUM|Clerk#000000694|0|cording to the carefully regular deposits. re|
+3489|109|F|62453.97|1993-07-29|3-MEDIUM|Clerk#000000307|0|s detect. carefully even platelets across the fur|
+3490|91|O|100106.96|1997-05-26|5-LOW|Clerk#000000703|0|gular ideas. furiously silent deposits across the unusual accounts boost i|
+3491|83|O|50287.06|1998-06-24|1-URGENT|Clerk#000000560|0|nic orbits believe carefully across the |
+3492|103|F|168721.45|1994-11-24|5-LOW|Clerk#000000066|0|packages along the regular foxes lose final dependencie|
+3493|82|F|41686.10|1993-08-24|2-HIGH|Clerk#000000887|0|lyly special accounts use blithely across the furiously sil|
+3494|49|F|136058.70|1993-04-04|5-LOW|Clerk#000000559|0|r instructions haggle. accounts cajole. carefully final requests at the |
+3495|31|O|58666.79|1996-02-26|2-HIGH|Clerk#000000441|0|nticing excuses are carefully|
+3520|125|O|151233.65|1997-08-04|1-URGENT|Clerk#000000023|0|hely. ideas nag; even, even fo|
+3521|7|F|142029.67|1992-10-26|5-LOW|Clerk#000000812|0|y even instructions cajole carefully above the bli|
+3522|26|F|151515.08|1994-09-26|5-LOW|Clerk#000000250|0|deposits-- slyly stealthy requests boost caref|
+3523|149|O|129657.08|1998-04-07|2-HIGH|Clerk#000000688|0|are on the carefully even depe|
+3524|94|F|22767.49|1992-05-03|2-HIGH|Clerk#000000607|0|efully unusual tithes among the foxes use blithely daringly bold deposits. re|
+3525|109|O|100749.60|1995-12-22|4-NOT SPECIFIED|Clerk#000000084|0|s nag among the blithely e|
+3526|56|F|53827.34|1995-03-16|5-LOW|Clerk#000000364|0|to the quickly special deposits print agai|
+3527|56|O|145232.09|1997-06-21|5-LOW|Clerk#000000874|0|regular ideas across the quickly bold theodo|
+3552|35|O|103656.44|1997-04-23|2-HIGH|Clerk#000000973|0| the ironic packages. furiously |
+3553|91|F|119838.14|1994-05-18|3-MEDIUM|Clerk#000000270|0|counts mold furiously. slyly i|
+3554|44|O|98335.61|1995-06-17|5-LOW|Clerk#000000931|0|hely ironic requests haggl|
+3555|46|O|134442.37|1996-07-07|5-LOW|Clerk#000000585|0|s nag carefully regular, even pinto be|
+3556|16|F|114681.55|1992-09-23|4-NOT SPECIFIED|Clerk#000000140|0|e. dependencies need to haggle alongs|
+3557|121|F|85477.89|1992-11-09|2-HIGH|Clerk#000000291|0|ithely courts. furi|
+3558|28|O|112912.00|1996-02-29|1-URGENT|Clerk#000000841|0|around the furiously even requests. quickl|
+3559|106|F|30722.49|1992-10-24|3-MEDIUM|Clerk#000000634|0|sly deposits. fluffily final ideas cajole careful|
+3584|13|O|80487.97|1997-08-11|1-URGENT|Clerk#000000760|0|fully bold packages. fluffily final braids haggle final, ironic dolphins. b|
+3585|139|F|159015.39|1994-11-23|2-HIGH|Clerk#000000988|0|regular asymptotes. bold pains above the carefully pending asymptot|
+3586|121|F|112845.04|1993-12-05|2-HIGH|Clerk#000000438|0|he quickly final courts. carefully regular requests nag unusua|
+3587|79|O|174798.97|1996-05-10|4-NOT SPECIFIED|Clerk#000000443|0|ular patterns detect |
+3588|119|F|207925.83|1995-03-19|4-NOT SPECIFIED|Clerk#000000316|0|ong the pains. evenly unusual |
+3589|31|F|39103.37|1994-05-26|2-HIGH|Clerk#000000023|0|ithe deposits nag furiously. furiously pending packages sleep f|
+3590|149|P|218482.70|1995-05-13|5-LOW|Clerk#000000986|0|lyly final deposits.|
+3591|136|F|98140.86|1993-12-08|3-MEDIUM|Clerk#000000144|0|ual foxes haggle! unusual request|
+3616|128|F|60933.29|1994-02-16|4-NOT SPECIFIED|Clerk#000000268|0|uickly about the quickly final requests. fluffily final packages wake evenly|
+3617|40|O|126205.42|1996-03-19|3-MEDIUM|Clerk#000000886|0|the carefully regular platelets ha|
+3618|10|O|136954.81|1997-12-13|3-MEDIUM|Clerk#000000894|0|. ideas run carefully. thin, pending |
+3619|149|O|222274.54|1996-11-20|2-HIGH|Clerk#000000211|0|uests mold after the blithely ironic excuses. slyly pending pa|
+3620|44|O|59291.75|1997-03-07|5-LOW|Clerk#000000124|0|le quickly against the epitaphs. requests sleep slyly according to the|
+3621|142|F|106150.05|1993-05-06|3-MEDIUM|Clerk#000000643|0|kly unusual deposits. qu|
+3622|91|O|109202.90|1995-11-27|5-LOW|Clerk#000000012|0|c deposits are fluffily about the blithely final theo|
+3623|4|O|175017.68|1996-12-26|1-URGENT|Clerk#000000184|0|- ironic excuses boost quickly in place |
+3648|125|F|180417.11|1993-06-17|5-LOW|Clerk#000000717|0|foxes. unusual deposits boost quickly. slyly regular asymptotes across t|
+3649|40|F|124470.32|1994-07-06|5-LOW|Clerk#000000349|0|taphs boost above the final p|
+3650|46|F|189547.57|1992-05-28|4-NOT SPECIFIED|Clerk#000000454|0|kages sleep fluffily slyly|
+3651|100|O|113191.45|1998-04-27|1-URGENT|Clerk#000000222|0|ly unusual deposits thrash quickly after the ideas.|
+3652|107|O|107732.23|1997-02-25|4-NOT SPECIFIED|Clerk#000000024|0|sly even requests after the |
+3653|40|F|142866.39|1994-03-27|1-URGENT|Clerk#000000402|0| pearls. bold accounts are along the ironic,|
+3654|7|F|222653.54|1992-06-03|5-LOW|Clerk#000000475|0|s cajole slyly carefully special theodolites. even deposits haggl|
+3655|49|F|74882.22|1992-10-06|1-URGENT|Clerk#000000815|0|er the carefully unusual deposits sleep quickly according to|
+3680|127|F|124402.59|1992-12-10|4-NOT SPECIFIED|Clerk#000000793|0|ular platelets. carefully regular packages cajole blithely al|
+3681|52|F|36889.65|1992-04-04|1-URGENT|Clerk#000000566|0|. ironic deposits against the ironic, regular frets use pending plat|
+3682|32|O|67525.43|1997-01-22|2-HIGH|Clerk#000000001|0|es haggle carefully. decoys nag |
+3683|88|F|99960.46|1993-03-04|2-HIGH|Clerk#000000248|0|ze across the express foxes. carefully special acco|
+3684|23|F|89509.91|1993-07-20|2-HIGH|Clerk#000000835|0|bold accounts affix along the carefully ironic requ|
+3685|16|F|154958.89|1992-01-17|3-MEDIUM|Clerk#000000954|0| sleep fluffily special ide|
+3686|40|O|82190.77|1998-07-07|2-HIGH|Clerk#000000175|0|s. furiously final pinto beans poach carefully among |
+3687|43|F|99851.38|1993-02-03|1-URGENT|Clerk#000000585|0|gular accounts. slyly regular instructions can are final ide|
+3712|64|F|127527.05|1992-01-02|2-HIGH|Clerk#000000032|0| promise according |
+3713|149|O|215342.63|1998-05-07|3-MEDIUM|Clerk#000000325|0|s haggle quickly. ironic, regular Tiresi|
+3714|40|O|84493.55|1998-05-01|3-MEDIUM|Clerk#000000595|0|nding accounts. ironic pinto beans wake slyly. furiously pendin|
+3715|65|O|64000.93|1996-03-18|1-URGENT|Clerk#000000463|0| always silent requests wake pinto beans. slyly pending foxes are aga|
+3716|43|O|146221.66|1997-08-19|4-NOT SPECIFIED|Clerk#000000748|0| pending ideas haggle. ironic,|
+3717|28|O|176525.53|1998-06-03|4-NOT SPECIFIED|Clerk#000000974|0|t the carefully even ideas use sp|
+3718|31|O|63195.54|1996-10-23|2-HIGH|Clerk#000000016|0|refully. furiously final packages use carefully slyly pending deposits! final,|
+3719|118|O|139902.71|1997-02-16|2-HIGH|Clerk#000000034|0|, enticing accounts are blithely among the daringly final asymptotes. furious|
+3744|65|F|33085.68|1992-01-10|3-MEDIUM|Clerk#000000765|0|osits sublate about the regular requests. fluffily unusual accou|
+3745|112|F|19405.73|1993-09-29|5-LOW|Clerk#000000181|0|ckages poach slyly against the foxes. slyly ironic instructi|
+3746|74|F|80018.54|1994-09-11|4-NOT SPECIFIED|Clerk#000000188|0|. express, special requests nag quic|
+3747|149|O|204355.65|1996-08-20|1-URGENT|Clerk#000000226|0|refully across the final theodolites. carefully bold accounts cajol|
+3748|53|O|83804.38|1998-02-28|1-URGENT|Clerk#000000156|0|slyly special packages|
+3749|38|P|87073.89|1995-02-24|3-MEDIUM|Clerk#000000639|0|y regular instructions haggle blithel|
+3750|97|P|177181.67|1995-04-30|3-MEDIUM|Clerk#000000885|0|y. express, even packages wake after the ide|
+3751|10|F|202917.72|1994-04-27|4-NOT SPECIFIED|Clerk#000000925|0|sheaves. express, unusual t|
+3776|85|F|150349.92|1992-11-20|2-HIGH|Clerk#000000698|0|efully even platelets slee|
+3777|28|F|82467.29|1994-04-08|3-MEDIUM|Clerk#000000941|0| regular, special dolphins cajole enticingly ca|
+3778|106|F|221036.31|1993-05-26|1-URGENT|Clerk#000000187|0| above the express requests. packages maintain fluffily according to|
+3779|74|O|31538.94|1997-01-05|4-NOT SPECIFIED|Clerk#000000670|0| against the deposits. quickly bold instructions x-ray. pending fox|
+3780|41|O|65385.42|1996-04-13|5-LOW|Clerk#000000967|0| around the brave, pendin|
+3781|139|O|133864.82|1996-06-20|1-URGENT|Clerk#000000394|0|yly after the ruthless packages. pinto beans use slyly: never ironic dependenc|
+3782|65|O|145096.17|1996-08-24|1-URGENT|Clerk#000000121|0|counts are. pending, regular asym|
+3783|44|F|155017.92|1993-12-06|4-NOT SPECIFIED|Clerk#000000614|0| along the pinto beans. special packages use. regular theo|
+3808|79|F|228054.01|1994-04-24|1-URGENT|Clerk#000000717|0|odolites. blithely ironic cour|
+3809|148|O|143070.70|1996-05-01|5-LOW|Clerk#000000646|0| regular excuses. even theodolites are fluffily according to t|
+3810|100|F|124675.27|1992-09-17|1-URGENT|Clerk#000000660|0|ters sleep across the carefully final |
+3811|80|O|154967.89|1998-04-16|3-MEDIUM|Clerk#000000290|0|sits wake slyly abo|
+3812|41|O|70502.52|1996-08-13|3-MEDIUM|Clerk#000000727|0|al, final requests cajole|
+3813|146|O|77247.05|1998-06-29|1-URGENT|Clerk#000000531|0|g the furiously regular instructions|
+3814|118|P|149451.88|1995-02-22|5-LOW|Clerk#000000669|0| the furiously pending theodo|
+3815|104|O|14275.01|1997-08-26|1-URGENT|Clerk#000000249|0|es snooze carefully stealth|
+3840|100|O|187156.38|1998-07-17|4-NOT SPECIFIED|Clerk#000000713|0|yly slow theodolites. enticingly |
+3841|58|F|129033.13|1994-10-05|4-NOT SPECIFIED|Clerk#000000018|0| bold requests sleep quickly ironic packages. sometimes regular deposits nag |
+3842|28|F|131447.03|1992-04-09|5-LOW|Clerk#000000418|0|silent ideas. final deposits use furiously. blithely express excuses cajole fu|
+3843|10|O|34035.17|1997-01-04|4-NOT SPECIFIED|Clerk#000000693|0|eodolites; slyly unusual accounts nag boldly |
+3844|79|F|6793.45|1994-12-29|1-URGENT|Clerk#000000686|0|r dolphins. slyly ironic theodolites ag|
+3845|89|F|134333.33|1992-04-26|1-URGENT|Clerk#000000404|0|es among the pending, regular accounts sleep blithely blithely even de|
+3846|49|O|123120.06|1998-02-05|2-HIGH|Clerk#000000877|0|y alongside of the slyl|
+3847|34|F|7014.31|1993-03-12|5-LOW|Clerk#000000338|0|uriously even deposits. furiously pe|
+3872|134|O|198538.68|1996-09-06|5-LOW|Clerk#000000943|0|counts boost slyly against the ironic platelets-- blithely p|
+3873|55|O|95291.79|1998-03-30|4-NOT SPECIFIED|Clerk#000000791|0|express deposits-- even ideas |
+3874|119|F|66455.34|1993-06-09|3-MEDIUM|Clerk#000000208|0|ular asymptotes sleep blithely ironic ideas. blithel|
+3875|118|O|74483.95|1997-09-10|1-URGENT|Clerk#000000587|0| solve among the fluffily even |
+3876|29|O|95126.32|1996-08-02|5-LOW|Clerk#000000708|0|into beans. blithely|
+3877|17|F|178492.01|1993-05-21|5-LOW|Clerk#000000652|0|foxes. thinly bold reques|
+3878|88|O|59989.66|1997-03-23|1-URGENT|Clerk#000000314|0|e carefully regular platelets. special, express dependencies slee|
+3879|142|O|80274.22|1995-11-23|1-URGENT|Clerk#000000231|0|sts along the quickly ironic sentiments cajole carefully according to t|
+3904|149|O|39338.44|1997-11-15|4-NOT SPECIFIED|Clerk#000000883|0|sits haggle furiously across the requests. theodolites ha|
+3905|22|F|56227.04|1993-12-21|4-NOT SPECIFIED|Clerk#000000573|0|usly even accounts lose quietly above the slyly express p|
+3906|46|F|145630.76|1992-05-28|3-MEDIUM|Clerk#000000867|0|ironic theodolites haggle blithely above the final re|
+3907|67|F|240457.56|1992-08-19|3-MEDIUM|Clerk#000000084|0|gular pinto beans sleep f|
+3908|43|F|57127.71|1993-03-09|3-MEDIUM|Clerk#000000490|0|ounts cajole. regularly|
+3909|22|O|82746.74|1998-07-27|1-URGENT|Clerk#000000980|0|nic, special theodolites sleep furiously! furiously |
+3910|64|O|47272.67|1996-08-26|3-MEDIUM|Clerk#000000270|0|ickly. furiously final packag|
+3911|10|P|35019.95|1995-03-17|4-NOT SPECIFIED|Clerk#000000818|0|he fluffily final forges haggle slyly according to the blithely|
+3936|32|O|168618.39|1996-11-07|2-HIGH|Clerk#000000200|0|iously express packages engage slyly fina|
+3937|94|O|187516.29|1997-11-30|4-NOT SPECIFIED|Clerk#000000189|0|ckages boost carefully blithely q|
+3938|31|F|46918.22|1993-03-03|1-URGENT|Clerk#000000199|0|. unusual, final foxes haggle|
+3939|70|O|8720.45|1996-01-11|5-LOW|Clerk#000000647|0|ly ruthlessly silent requests. blithely regular requests haggle blithely wh|
+3940|149|O|129012.84|1996-02-14|5-LOW|Clerk#000000363|0|e above the ideas. quickly even dependencies along the blithely ir|
+3941|136|O|95453.80|1996-08-29|2-HIGH|Clerk#000000503|0|gular theodolites integrate quickly |
+3942|76|F|38596.81|1993-06-28|4-NOT SPECIFIED|Clerk#000000608|0|eas cajole bold requests. idly silent instructions |
+3943|40|O|60314.97|1996-10-09|5-LOW|Clerk#000000482|0|se alongside of the final pinto beans. regular packages boost across the ca|
+3968|25|O|121704.45|1997-02-17|4-NOT SPECIFIED|Clerk#000000431|0| the slyly special accounts; |
+3969|52|O|169797.40|1997-05-14|2-HIGH|Clerk#000000731|0|uriously final dependencies slee|
+3970|76|F|163709.85|1992-03-27|3-MEDIUM|Clerk#000000190|0|luffily furiously regular deposits. blithely special requests cajole blithely|
+3971|104|O|47925.47|1996-06-28|5-LOW|Clerk#000000287|0|alongside of the instructions ought to are |
+3972|124|F|1861.19|1994-04-21|3-MEDIUM|Clerk#000000049|0|y regular requests haggle quickly. pending, express acco|
+3973|103|F|91541.48|1992-03-24|4-NOT SPECIFIED|Clerk#000000114|0|somas according to the quickly even instructions wake fu|
+3974|94|O|56779.06|1996-03-05|4-NOT SPECIFIED|Clerk#000000938|0|deposits are furiously beneath the bl|
+3975|118|O|37804.43|1995-04-11|3-MEDIUM|Clerk#000000016|0|ts. regular, regular Tiresias play furiously. ironi|
+4000|70|F|84053.93|1992-01-04|5-LOW|Clerk#000000339|0|le carefully closely even pinto beans. regular, ironic foxes against the|
+4001|115|O|95929.46|1997-05-15|3-MEDIUM|Clerk#000000878|0|detect. asymptotes sleep furio|
+4002|104|O|76518.11|1997-04-08|5-LOW|Clerk#000000097|0| regular braids are. furiously even patterns agains|
+4003|112|F|17603.01|1993-01-27|1-URGENT|Clerk#000000177|0| blithe theodolites are slyly. slyly silent accounts toward|
+4004|70|F|220715.14|1993-05-07|3-MEDIUM|Clerk#000000273|0|accounts among the blithely regular sentiments |
+4005|140|O|129062.13|1996-11-20|2-HIGH|Clerk#000000341|0|ily according to the slyly iron|
+4006|35|F|70557.05|1995-01-04|3-MEDIUM|Clerk#000000765|0|ly ironic packages integrate. regular requests alongside of |
+4007|8|F|116193.97|1993-06-18|2-HIGH|Clerk#000000623|0|ecial packages. slyly regular accounts integrate |
+4032|10|O|62497.51|1998-02-26|3-MEDIUM|Clerk#000000686|0|iresias sleep slyly regular ideas. quickly unusual|
+4033|83|F|57740.74|1993-06-02|5-LOW|Clerk#000000181|0|ously bold instructions haggle furiously above the fluf|
+4034|94|F|186912.51|1993-11-14|4-NOT SPECIFIED|Clerk#000000548|0|ts x-ray. express requests affix fluffily regular theodolites. pending, fina|
+4035|118|F|22840.21|1992-02-19|5-LOW|Clerk#000000097|0|he ironic deposits sleep blith|
+4036|47|O|82563.10|1997-04-26|3-MEDIUM|Clerk#000000398|0|ly express deposits nag slyly. ironic, final asymptotes boost bra|
+4037|121|F|36389.43|1993-03-24|2-HIGH|Clerk#000000384|0|t carefully above the unusual the|
+4038|94|O|155045.39|1996-01-06|1-URGENT|Clerk#000000272|0|re slyly. silent requests wake quickly. regular packages play quickly |
+4039|29|O|143753.01|1997-11-16|1-URGENT|Clerk#000000358|0|ly ironic deposits. ironic reques|
+4064|130|O|148500.71|1996-10-10|4-NOT SPECIFIED|Clerk#000000598|0|ccounts. furiously unusual theodolites wake carefully about|
+4065|80|F|156345.64|1994-06-09|1-URGENT|Clerk#000000131|0|even foxes! slyly final deposits agai|
+4066|32|O|176911.21|1997-01-27|4-NOT SPECIFIED|Clerk#000000286|0|yly ironic dinos. quickly regular accounts haggle. requests wa|
+4067|16|F|136517.34|1992-10-07|2-HIGH|Clerk#000000027|0|tes boost furiously quick asymptotes. final deposits of the dolphins solv|
+4068|125|O|71852.67|1996-09-18|3-MEDIUM|Clerk#000000203|0|lly even accounts wake furiously across the unusual platelets. unusu|
+4069|73|F|198816.13|1992-05-13|3-MEDIUM|Clerk#000000359|0|deposits: slyly bold ideas detect furiously. f|
+4070|29|O|98275.37|1995-06-12|2-HIGH|Clerk#000000713|0|xpress ideas poach ab|
+4071|148|O|67789.42|1996-09-15|4-NOT SPECIFIED|Clerk#000000486|0|nal deposits. pending deposits d|
+4096|139|F|81089.61|1992-07-03|4-NOT SPECIFIED|Clerk#000000706|0|sits. quickly thin deposits x-ray blith|
+4097|10|O|134308.04|1996-05-24|1-URGENT|Clerk#000000475|0|ickly under the even accounts. even packages after the furiously express|
+4098|23|O|48478.54|1996-11-05|4-NOT SPECIFIED|Clerk#000000491|0|otes. quickly final requests after the stealthily ironic pinto bean|
+4099|17|F|207364.80|1992-08-21|1-URGENT|Clerk#000000379|0|r platelets. slyly regular requests cajole carefully against the|
+4100|4|O|3892.77|1996-03-12|3-MEDIUM|Clerk#000000429|0|posits. carefully unusual packages use pending deposits. regular she|
+4101|142|F|21640.10|1993-11-22|4-NOT SPECIFIED|Clerk#000000704|0|y around the express, careful epitaphs. accounts use fluffily. quickly p|
+4102|22|O|128786.57|1996-03-17|1-URGENT|Clerk#000000675|0|nding dependencies was slyly about the bl|
+4103|106|F|38164.23|1992-07-03|5-LOW|Clerk#000000679|0|fully ironic dependencies.|
+4128|139|O|5472.17|1995-10-07|4-NOT SPECIFIED|Clerk#000000635|0|ctions. dependencies from the slyly regular accounts nag slyly fu|
+4129|32|F|67226.28|1993-06-26|3-MEDIUM|Clerk#000000541|0|nwind. quickly final theodolites use packages. accounts|
+4130|104|O|47823.04|1996-03-10|5-LOW|Clerk#000000609|0|omise alongside of the carefully final foxes. blithel|
+4131|44|O|145971.60|1998-01-30|1-URGENT|Clerk#000000612|0| above the foxes hang |
+4132|19|P|65601.08|1995-05-29|4-NOT SPECIFIED|Clerk#000000158|0|ld asymptotes solve alongside of the express, final packages. fluffily fi|
+4133|101|F|31693.88|1992-08-07|4-NOT SPECIFIED|Clerk#000000268|0|al, express foxes. quickly pending deposits might cajole alongsi|
+4134|97|F|125191.12|1995-01-12|1-URGENT|Clerk#000000171|0|fully even deposits. regular de|
+4135|37|O|99577.55|1997-03-10|3-MEDIUM|Clerk#000000627|0|ly quietly even ideas. deposits haggle blithely|
+4160|55|O|82493.07|1996-08-20|5-LOW|Clerk#000000283|0|the carefully special accounts. furiously regular dugouts alongs|
+4161|118|F|198995.21|1993-08-21|5-LOW|Clerk#000000047|0|nts. fluffily regular foxes above the quickly daring reques|
+4162|22|F|72359.55|1992-02-10|5-LOW|Clerk#000000179|0|r packages are slyly accounts. furiously special foxes detect carefully re|
+4163|64|F|11493.80|1992-12-21|2-HIGH|Clerk#000000268|0| integrate furiously slyly regular depende|
+4164|94|O|8709.16|1998-07-03|2-HIGH|Clerk#000000720|0| regularly busy theodolites boost furiously quickly bold packages. express, s|
+4165|4|O|11405.40|1997-07-25|3-MEDIUM|Clerk#000000621|0|special foxes affix never blithely ironic pinto beans; blithely |
+4166|43|F|100671.06|1993-02-28|5-LOW|Clerk#000000757|0|quickly sly forges impress. careful foxes across the blithely even a|
+4167|28|O|62108.45|1998-06-17|1-URGENT|Clerk#000000917|0|kly furiously even deposits. unu|
+4192|146|O|197192.95|1998-04-19|1-URGENT|Clerk#000000369|0|equests above the slyly regular pinto beans unwi|
+4193|4|F|143191.54|1994-01-09|2-HIGH|Clerk#000000201|0|ng accounts haggle quickly. packages use fluffily ironic excu|
+4194|106|F|62972.29|1994-10-16|3-MEDIUM|Clerk#000000385|0| instructions are quickly even pinto beans. courts boost furiously regular, ev|
+4195|104|F|54478.95|1993-05-29|4-NOT SPECIFIED|Clerk#000000777|0| pinto beans cajole furiously theodolites-- slyly regular deposits doub|
+4196|106|O|201455.98|1998-05-15|3-MEDIUM|Clerk#000000532|0|affix carefully. quickly final requests |
+4197|92|O|217709.03|1996-08-13|4-NOT SPECIFIED|Clerk#000000264|0| pinto beans according|
+4198|143|O|105789.01|1997-06-16|3-MEDIUM|Clerk#000000583|0|g the special packages haggle pen|
+4199|5|F|30494.62|1992-02-13|1-URGENT|Clerk#000000309|0|e blithely. special deposits haggle slyly final foxes. carefully even|
+4224|70|O|150655.44|1997-07-14|1-URGENT|Clerk#000000034|0|jole quickly final dolphins. slyly pending foxes wake furiously bold pl|
+4225|128|O|72533.07|1997-06-03|3-MEDIUM|Clerk#000000992|0|r the platelets nag among the special deposits. ironic, ironic re|
+4226|92|F|29827.44|1993-03-09|5-LOW|Clerk#000000203|0|phins wake slyly regular packages. deposits haggle slowl|
+4227|133|F|92261.08|1995-02-24|1-URGENT|Clerk#000000063|0|ng the requests; ideas haggle fluffily. slyly unusual ideas c|
+4228|110|O|22072.16|1997-03-28|5-LOW|Clerk#000000309|0|pecial requests aft|
+4229|14|O|75145.87|1998-03-03|1-URGENT|Clerk#000000301|0|p furiously: final excuses hagg|
+4230|140|F|219709.60|1992-03-04|1-URGENT|Clerk#000000364|0|lly ironic deposits integrate carefully about the fu|
+4231|86|O|111403.66|1997-11-20|4-NOT SPECIFIED|Clerk#000000630|0|ly final accounts cajole furiously accounts. bravely ironic platelets am|
+4256|118|F|23067.48|1992-04-05|4-NOT SPECIFIED|Clerk#000000043|0|y alongside of the fluffily iro|
+4257|17|P|41723.86|1995-03-25|3-MEDIUM|Clerk#000000682|0|r ideas cajole along the blithely regular gifts.|
+4258|92|O|133829.35|1996-10-27|4-NOT SPECIFIED|Clerk#000000364|0|efully final platelets around the blit|
+4259|104|O|12918.70|1997-10-09|5-LOW|Clerk#000000781|0|es snooze slyly against the furiously unusual ideas. furious|
+4260|142|F|18566.14|1992-05-16|4-NOT SPECIFIED|Clerk#000000919|0|e among the fluffily bold accounts.|
+4261|118|F|83665.20|1992-10-03|1-URGENT|Clerk#000000662|0| about the even, pending packages. slyly bold deposits boost|
+4262|88|O|176278.57|1996-08-04|3-MEDIUM|Clerk#000000239|0| of the furious accounts. furiously regular accounts w|
+4263|4|O|158885.83|1998-03-16|1-URGENT|Clerk#000000265|0|sly ruthless deposits. final packages are instructions. fu|
+4288|34|F|75030.81|1992-12-04|4-NOT SPECIFIED|Clerk#000000823|0|usly carefully even theodolites: slyly express pac|
+4289|125|F|20752.62|1993-10-07|3-MEDIUM|Clerk#000000912|0|e carefully close instructions. slyly special reques|
+4290|41|F|26128.99|1995-01-15|3-MEDIUM|Clerk#000000688|0| slyly quickly bold requests. final deposits haggle pending ideas! som|
+4291|89|F|71822.86|1993-11-29|3-MEDIUM|Clerk#000000655|0| sleep fluffily between the bold packages. bold|
+4292|25|F|145906.24|1992-01-09|3-MEDIUM|Clerk#000000794|0| ruthlessly. slyly bo|
+4293|103|O|198322.91|1996-08-20|2-HIGH|Clerk#000000750|0|ly packages. regular packages nag according to t|
+4294|49|F|232194.74|1992-08-15|3-MEDIUM|Clerk#000000407|0|ng pinto beans breach. slyly express requests bo|
+4295|5|O|77754.62|1996-02-10|3-MEDIUM|Clerk#000000023|0|e boldly bold dependencies|
+4320|115|O|67049.37|1996-12-08|4-NOT SPECIFIED|Clerk#000000223|0|ages haggle after the slowly bold se|
+4321|16|F|118896.95|1994-07-18|3-MEDIUM|Clerk#000000041|0|ending deposits are carefully carefully regular packa|
+4322|142|O|149671.92|1998-03-13|3-MEDIUM|Clerk#000000433|0|totes nag across the fluffily special instructions. quickly silent hockey |
+4323|104|F|27598.17|1994-01-23|2-HIGH|Clerk#000000282|0|lve after the slyly regular multipliers. even, regular excus|
+4324|73|O|178249.05|1995-07-17|1-URGENT|Clerk#000000800|0|ccounts. slyly stealthy requests shall have t|
+4325|130|O|20214.49|1996-07-18|2-HIGH|Clerk#000000591|0|y around the always ev|
+4326|29|O|39048.94|1996-10-27|4-NOT SPECIFIED|Clerk#000000869|0|packages. carefully express deposit|
+4327|146|P|126235.35|1995-03-16|2-HIGH|Clerk#000000571|0|yly pending braids. final requests abo|
+4352|14|O|18653.09|1997-11-26|2-HIGH|Clerk#000000620|0|ly final platelets integrate carefully even requ|
+4353|73|O|21815.30|1997-12-12|2-HIGH|Clerk#000000790|0|uickly even ideas cajole|
+4354|145|F|179827.12|1994-09-30|4-NOT SPECIFIED|Clerk#000000046|0|pending notornis. requests serve |
+4355|4|O|186370.23|1996-11-16|1-URGENT|Clerk#000000362|0|ndencies use furiously across the regular |
+4356|97|F|39828.51|1994-04-11|5-LOW|Clerk#000000956|0| asymptotes sleep blithely. asymptotes sleep. blithely regul|
+4357|47|O|67045.94|1997-10-23|4-NOT SPECIFIED|Clerk#000000031|0|ages nag between the|
+4358|25|O|46298.53|1997-08-12|1-URGENT|Clerk#000000692|0|according to the fluffily special asymptotes |
+4359|16|F|107824.40|1993-03-03|1-URGENT|Clerk#000000393|0|sts. special, unusual deposits across the ironic theodo|
+4384|25|F|52562.16|1992-07-13|1-URGENT|Clerk#000000192|0|onic platelets. furiously regular asymptotes according to the special pac|
+4385|122|O|39190.62|1996-08-06|2-HIGH|Clerk#000000597|0|ully final requests. ironic, even dolphins above the regular |
+4386|61|O|134413.58|1998-02-06|5-LOW|Clerk#000000070|0| dolphins. silent, idle pinto beans |
+4387|110|O|116740.67|1995-10-23|1-URGENT|Clerk#000000025|0|ter the regular pinto beans. special, final gifts above the requests wi|
+4388|10|O|69668.22|1996-03-28|2-HIGH|Clerk#000000715|0|ts wake against the carefully final accounts. sly|
+4389|55|F|120324.82|1994-05-05|3-MEDIUM|Clerk#000000403|0|wly express excuses after the permanently even instructions are|
+4390|7|P|140608.69|1995-05-23|1-URGENT|Clerk#000000691|0|inal pinto beans. exp|
+4391|38|F|48284.06|1992-02-18|2-HIGH|Clerk#000000880|0|regular accounts. even depo|
+4416|149|F|76067.10|1992-06-30|5-LOW|Clerk#000000391|0| deposits. ideas cajole express theodolites: |
+4417|67|O|60868.39|1998-07-09|1-URGENT|Clerk#000000365|0|ideas are alongside of the blithely final reque|
+4418|61|F|47099.71|1993-03-25|3-MEDIUM|Clerk#000000731|0|pecial pinto beans. close foxes affix iron|
+4419|104|O|94030.43|1996-06-12|4-NOT SPECIFIED|Clerk#000000410|0|ages wake furiously slyly thin theodolit|
+4420|109|F|6088.41|1994-06-18|1-URGENT|Clerk#000000706|0|lly bold deposits along the bold, pending foxes detect blithely after the acco|
+4421|10|O|258779.02|1997-04-04|3-MEDIUM|Clerk#000000246|0|t the pending warhorses. express waters a|
+4422|70|P|107140.22|1995-05-22|3-MEDIUM|Clerk#000000938|0|ly bold accounts sleep special, regular foxes. doggedly regular in|
+4423|64|F|4913.06|1995-02-17|5-LOW|Clerk#000000888|0|excuses are ruthless|
+4448|70|O|127191.47|1998-05-21|2-HIGH|Clerk#000000428|0|. deposits haggle around the silent packages; slyly unusual packages|
+4449|10|O|48206.14|1998-02-08|5-LOW|Clerk#000000035|0|ourts are carefully even deposits. pending |
+4450|106|O|110194.31|1997-07-15|1-URGENT|Clerk#000000867|0|quests boost. furiously even realms are blithely bold requests. bl|
+4451|4|F|92851.80|1994-10-01|1-URGENT|Clerk#000000181|0|. carefully final foxes along the quickly express T|
+4452|13|F|64838.66|1994-06-21|5-LOW|Clerk#000000985|0|oxes are slyly. express, ironic pinto beans wake after the quickly pending re|
+4453|65|O|137030.40|1997-04-01|3-MEDIUM|Clerk#000000603|0|ages could have to nag slyly furiously even asymptotes! slowly regular |
+4454|142|F|159578.94|1994-02-02|5-LOW|Clerk#000000411|0|uriously regular pint|
+4455|19|F|102534.63|1993-10-11|3-MEDIUM|Clerk#000000924|0|even requests. bravely regular foxes according to the carefully unusual |
+4480|85|F|28658.26|1994-03-31|4-NOT SPECIFIED|Clerk#000000534|0|press, bold deposits boost blit|
+4481|148|O|77705.40|1996-03-30|5-LOW|Clerk#000000443|0|press sheaves cajole furio|
+4482|82|P|63535.56|1995-05-15|4-NOT SPECIFIED|Clerk#000000534|0|ravely bold accounts. furiously ironic instructions affix quickly. pend|
+4483|52|F|126597.21|1992-03-07|3-MEDIUM|Clerk#000000615|0|its. blithely idle accounts run; theodolites wake carefully around the fi|
+4484|131|O|237947.61|1996-12-24|1-URGENT|Clerk#000000392|0|ct across the pinto beans. quickly pending excuses engage furiously.|
+4485|53|F|182432.17|1994-11-13|3-MEDIUM|Clerk#000000038|0|es wake slyly even packages. blithely brave requests nag above the regul|
+4486|37|O|135613.18|1998-03-03|2-HIGH|Clerk#000000656|0|ffily according to the carefully pending acc|
+4487|46|F|109469.90|1993-02-23|3-MEDIUM|Clerk#000000017|0|s up the never pending excuses wake furiously special pinto beans. furiously i|
+4512|70|O|148682.82|1995-10-25|5-LOW|Clerk#000000393|0|ending instructions maintain fu|
+4513|85|O|119820.38|1996-03-15|5-LOW|Clerk#000000154|0|ests. final, final ideas|
+4514|97|F|143899.85|1994-04-30|3-MEDIUM|Clerk#000000074|0|deposits according to the carefull|
+4515|140|F|161745.44|1992-03-17|1-URGENT|Clerk#000000191|0|quests among the accounts sleep boldly about the regular f|
+4516|130|F|35949.14|1994-03-29|3-MEDIUM|Clerk#000000739|0|ing packages sleep slyly regular attainments|
+4517|113|O|47614.08|1998-03-07|4-NOT SPECIFIED|Clerk#000000231|0|uriously final deposits doze furiously furiously reg|
+4518|125|O|25861.74|1997-05-01|3-MEDIUM|Clerk#000000187|0|luffily against the spec|
+4519|136|F|68885.66|1993-03-30|4-NOT SPECIFIED|Clerk#000000938|0|ccording to the final |
+4544|112|O|151148.81|1997-08-07|3-MEDIUM|Clerk#000000435|0|g dependencies dazzle slyly ironic somas. carefu|
+4545|59|F|143276.28|1993-01-17|4-NOT SPECIFIED|Clerk#000000303|0|ep. requests use sly|
+4546|43|O|39906.87|1995-07-29|5-LOW|Clerk#000000373|0|ns sleep. regular, regular instructions maintai|
+4547|109|F|52114.01|1993-08-23|3-MEDIUM|Clerk#000000519|0|uctions thrash platelets. slyly final foxes wake slyly against th|
+4548|127|O|139915.23|1996-06-28|5-LOW|Clerk#000000798|0| in place of the blithely express sentiments haggle slyly r|
+4549|64|O|43889.17|1998-03-05|4-NOT SPECIFIED|Clerk#000000965|0|ully even deposits dazzle. fluffily pending ideas against the requests|
+4550|118|F|27461.48|1994-12-29|2-HIGH|Clerk#000000748|0|s haggle carefully acco|
+4551|109|O|82824.14|1996-02-09|2-HIGH|Clerk#000000462|0|ts. slyly quick theodolite|
+4576|139|O|56936.10|1996-08-14|5-LOW|Clerk#000000798|0|e pending deposits. |
+4577|79|O|104259.88|1998-05-02|5-LOW|Clerk#000000409|0|ly. unusual platelets are alw|
+4578|91|F|95761.93|1992-09-13|5-LOW|Clerk#000000121|0| to the furiously ironic instructions? furiou|
+4579|106|O|85927.85|1995-12-01|2-HIGH|Clerk#000000951|0|its wake quickly blithely specia|
+4580|82|F|118464.65|1993-11-15|4-NOT SPECIFIED|Clerk#000000086|0|rs wake blithely regular requests. fluffily ev|
+4581|79|F|89592.11|1992-09-04|4-NOT SPECIFIED|Clerk#000000687|0|ges. carefully pending accounts use furiously abo|
+4582|19|O|18247.86|1996-07-04|1-URGENT|Clerk#000000638|0|g the furiously regular pac|
+4583|22|F|206495.43|1994-09-25|3-MEDIUM|Clerk#000000240|0|equests. slyly even platelets was qui|
+4608|80|F|157767.86|1994-06-17|1-URGENT|Clerk#000000259|0|y even instructions detect slyly asymptotes. blithely final packa|
+4609|133|O|70462.84|1996-12-05|3-MEDIUM|Clerk#000000239|0|hang slyly slyly expre|
+4610|26|F|135934.60|1993-06-18|5-LOW|Clerk#000000616|0|e carefully express pinto|
+4611|29|F|166506.22|1993-01-10|2-HIGH|Clerk#000000152|0|. furiously regular instructions haggle dolphins. even instructions det|
+4612|61|F|82598.87|1993-09-20|3-MEDIUM|Clerk#000000397|0|bove the deposits. even deposits dazzle. slyly express packages haggle sl|
+4613|133|O|212339.55|1998-03-05|3-MEDIUM|Clerk#000000541|0|furiously blithely pending dependen|
+4614|61|O|151801.06|1996-04-22|1-URGENT|Clerk#000000974|0| sauternes wake thinly special accounts. fur|
+4615|29|F|10500.27|1993-08-27|3-MEDIUM|Clerk#000000982|0|jole after the fluffily pending foxes. packages affix carefully acco|
+4640|97|O|81138.17|1996-01-01|5-LOW|Clerk#000000902|0|requests. deposits do detect above the blithely iron|
+4641|134|F|98485.21|1993-01-20|4-NOT SPECIFIED|Clerk#000000755|0|ronic, final requests integrate slyly: specia|
+4642|148|F|117537.87|1995-02-27|1-URGENT|Clerk#000000295|0|cial requests wake carefully around the regular, unusual ideas. furi|
+4643|67|O|52414.19|1995-06-30|2-HIGH|Clerk#000000292|0|ously regular packages. unusual, special platel|
+4644|94|O|85901.70|1998-01-17|5-LOW|Clerk#000000961|0|requests. fluffily even ideas bo|
+4645|44|F|231012.22|1994-09-20|1-URGENT|Clerk#000000764|0|fully even instructions. final gifts sublate quickly final requests. bl|
+4646|83|O|124637.19|1996-06-18|1-URGENT|Clerk#000000036|0|n place of the blithely qu|
+4647|28|F|110958.36|1994-05-14|3-MEDIUM|Clerk#000000626|0|out the deposits. slyly final pinto beans haggle idly. slyly s|
+4672|79|O|199593.71|1995-11-07|1-URGENT|Clerk#000000475|0|lyly final dependencies caj|
+4673|82|O|58094.75|1996-08-13|4-NOT SPECIFIED|Clerk#000000914|0|c deposits are slyly. bravely ironic deposits cajole carefully after the |
+4674|37|F|115411.37|1994-04-19|1-URGENT|Clerk#000000122|0|careful hockey players. carefully pending deposits caj|
+4675|86|F|68817.08|1993-11-25|4-NOT SPECIFIED|Clerk#000000741|0|al deposits haggle slyly final|
+4676|14|O|182025.95|1995-09-01|2-HIGH|Clerk#000000407|0|s. slyly bold accounts sleep furiously special|
+4677|40|O|25661.87|1998-02-21|3-MEDIUM|Clerk#000000245|0|ly pending deposits after the carefully regular foxes sleep blithely after t|
+4678|88|O|131752.07|1998-08-02|4-NOT SPECIFIED|Clerk#000000175|0|side of the bold platelets detect slyly blithely ironic e|
+4679|88|F|7211.59|1993-01-20|2-HIGH|Clerk#000000905|0|ely regular accounts affix slyly. final dolphins are. furiously final de|
+4704|2|O|63873.14|1996-08-16|4-NOT SPECIFIED|Clerk#000000256|0|lithely final requests about the fluffily regular |
+4705|98|F|173340.09|1992-03-22|4-NOT SPECIFIED|Clerk#000000522|0| special instructions poa|
+4706|25|F|101709.52|1992-12-29|4-NOT SPECIFIED|Clerk#000000722|0| packages above the never regular packages nag packages. deposits c|
+4707|91|F|61052.10|1995-02-27|2-HIGH|Clerk#000000943|0|ully enticing accounts behind the regular|
+4708|85|F|56998.36|1994-10-01|1-URGENT|Clerk#000000383|0|ly thinly even accounts. unusu|
+4709|26|O|49903.57|1996-01-08|3-MEDIUM|Clerk#000000785|0|he furiously even deposits! ironic theodolites haggle blithely. r|
+4710|100|F|88966.68|1994-12-08|4-NOT SPECIFIED|Clerk#000000734|0|the final, regular foxes. carefully ironic pattern|
+4711|142|O|129546.56|1998-05-06|1-URGENT|Clerk#000000818|0|mptotes. unusual packages wake furiously qui|
+4736|139|O|67572.73|1995-11-20|2-HIGH|Clerk#000000563|0|blithely regular courts affix into the carefully ironic deposits. slyly exp|
+4737|79|F|62014.51|1993-03-11|4-NOT SPECIFIED|Clerk#000000275|0|ents use slyly among the unusual, ironic pearls. furiously pending |
+4738|5|F|149466.62|1992-04-08|2-HIGH|Clerk#000000150|0|deposits. thin acco|
+4739|148|F|68255.82|1993-02-21|5-LOW|Clerk#000000872|0|ing to the pending attainments: pending, express account|
+4740|68|O|42579.40|1996-07-05|2-HIGH|Clerk#000000420|0| dependencies haggle about the|
+4741|127|F|180692.90|1992-07-07|4-NOT SPECIFIED|Clerk#000000983|0|ly bold deposits are slyly about the r|
+4742|64|P|155356.80|1995-03-23|3-MEDIUM|Clerk#000000058|0|n packages. quickly regular ideas cajole blithely|
+4743|97|F|65702.39|1993-03-31|5-LOW|Clerk#000000048|0|pinto beans above the bold, even idea|
+4768|136|F|4820.55|1993-11-22|2-HIGH|Clerk#000000875|0|ctions snooze idly beneath the quick waters. fluffily u|
+4769|121|P|136765.03|1995-04-14|4-NOT SPECIFIED|Clerk#000000116|0|pon the asymptotes. idle, final account|
+4770|59|O|72150.68|1995-06-20|2-HIGH|Clerk#000000461|0|cial instructions believe carefully. |
+4771|95|F|49625.21|1992-12-14|1-URGENT|Clerk#000000571|0|lly express deposits serve furiously along the f|
+4772|28|F|64102.93|1994-09-14|1-URGENT|Clerk#000000708|0|es sleep. regular requests haggle furiously slyly |
+4773|122|O|196080.26|1995-12-23|1-URGENT|Clerk#000000327|0|ptotes was slyly along the|
+4774|52|F|124380.73|1993-04-20|3-MEDIUM|Clerk#000000299|0|eposits use blithely bold deposits. carefully regular gifts about the fin|
+4775|128|O|112444.42|1995-08-13|4-NOT SPECIFIED|Clerk#000000609|0|s integrate slyly slyly final instructions. carefully bold pack|
+4800|37|F|91795.13|1992-01-06|5-LOW|Clerk#000000625|0|ggle furiously along the pending pinto beans. deposits use: final foxe|
+4801|88|O|108353.08|1996-01-25|1-URGENT|Clerk#000000553|0|r the final sentiments. pending theodolites sleep doggedly across t|
+4802|130|O|5978.65|1997-01-23|3-MEDIUM|Clerk#000000400|0| ironic, thin packages wake furiously ironic, ironic deposits. the|
+4803|124|O|158776.68|1996-02-08|5-LOW|Clerk#000000892|0|lly unusual courts are ironic|
+4804|37|F|111547.31|1992-01-28|2-HIGH|Clerk#000000614|0|ly final accounts. blithely unusual theodolite|
+4805|16|F|172102.96|1992-04-25|4-NOT SPECIFIED|Clerk#000000514|0|even accounts wake furiously slyly final accounts; blithel|
+4806|7|F|35390.15|1993-04-21|5-LOW|Clerk#000000625|0|ave accounts. furiously pending wa|
+4807|53|O|138902.23|1997-01-09|3-MEDIUM|Clerk#000000310|0|kly. slyly special accounts|
+4832|34|O|84954.79|1997-12-04|3-MEDIUM|Clerk#000000548|0|final accounts sleep among the blithe|
+4833|133|O|84800.44|1996-05-12|3-MEDIUM|Clerk#000000256|0|r deposits against the slyly final excuses slee|
+4834|19|O|124539.00|1996-09-12|2-HIGH|Clerk#000000284|0|lar accounts. furiously ironic accounts haggle slyly |
+4835|146|F|70857.51|1994-10-25|1-URGENT|Clerk#000000250|0|s integrate furiously blithely expr|
+4836|65|O|78711.40|1996-12-18|1-URGENT|Clerk#000000691|0|c packages cajole carefully through the accounts. careful|
+4837|130|O|68519.84|1998-04-24|4-NOT SPECIFIED|Clerk#000000517|0|n accounts are regular, bold accounts. even instructions use request|
+4838|44|F|61811.33|1992-08-02|1-URGENT|Clerk#000000569|0|ffily bold sentiments. carefully close dolphins cajole across the |
+4839|25|F|71241.63|1994-05-10|1-URGENT|Clerk#000000925|0| even somas. slyly express ideas lose carefully. blithely unusu|
+4864|88|F|149614.34|1992-11-11|5-LOW|Clerk#000000423|0|ests nag within the quickly ironic asymptotes. ironic|
+4865|85|O|162113.46|1997-06-07|3-MEDIUM|Clerk#000000418|0|sits boost stealthily above the bl|
+4866|53|O|25767.07|1997-08-07|2-HIGH|Clerk#000000663|0|kages. unusual packages nag fluffily. qui|
+4867|10|F|9741.03|1992-05-21|1-URGENT|Clerk#000000891|0|ss the slyly regular dependencies. fluffily regular deposits within the car|
+4868|76|O|159005.35|1997-03-02|5-LOW|Clerk#000000729|0|regular asymptotes. regular packages sublate carefully al|
+4869|58|F|175422.13|1994-09-26|5-LOW|Clerk#000000802|0|boost! ironic packages un|
+4870|103|F|94534.07|1994-08-06|3-MEDIUM|Clerk#000000911|0|nto beans about the blithely regular d|
+4871|46|O|129636.99|1995-06-12|1-URGENT|Clerk#000000531|0|ven, special instructions across t|
+4896|85|F|93206.35|1992-08-22|1-URGENT|Clerk#000000622|0|sly pending deposits. final accounts boost above the sly, even|
+4897|80|F|115688.85|1992-09-17|5-LOW|Clerk#000000184|0|s. bold pinto beans sleep. evenly final accounts daz|
+4898|14|F|40572.64|1994-07-11|4-NOT SPECIFIED|Clerk#000000841|0|final patterns. special theodolites haggle ruthlessly at the blithely spec|
+4899|61|F|12291.83|1993-10-18|4-NOT SPECIFIED|Clerk#000000348|0| instructions. furiously even packages are furiously speci|
+4900|137|F|221320.76|1992-06-30|4-NOT SPECIFIED|Clerk#000000878|0|sleep quickly unusual |
+4901|79|O|146298.28|1997-12-31|4-NOT SPECIFIED|Clerk#000000980|0|inal dependencies cajole furiously. carefully express accounts na|
+4902|139|O|26011.20|1998-07-04|3-MEDIUM|Clerk#000000874|0| the slyly express dolphins. |
+4903|92|F|34363.63|1992-03-22|4-NOT SPECIFIED|Clerk#000000907|0|yly. multipliers within the fo|
+4928|4|F|59931.42|1993-10-04|4-NOT SPECIFIED|Clerk#000000952|0|slyly brave instructions after the ironic excuses haggle ruthlessly about|
+4929|149|O|135187.33|1996-02-29|3-MEDIUM|Clerk#000000109|0|uests. furiously special ideas poach. pending |
+4930|149|F|176867.34|1994-05-06|5-LOW|Clerk#000000593|0| haggle slyly quietly final theodolites. packages are furious|
+4931|50|F|115759.13|1994-11-17|1-URGENT|Clerk#000000356|0|leep. slyly express dolphins nag slyly. furiously regular s|
+4932|122|F|42927.07|1993-08-10|1-URGENT|Clerk#000000830|0|onic foxes. enticingly reg|
+4933|94|O|42945.82|1995-07-14|3-MEDIUM|Clerk#000000848|0|y special sauternes integr|
+4934|40|O|180478.16|1997-02-17|1-URGENT|Clerk#000000372|0|nes cajole; carefully special accounts haggle. special pinto beans nag |
+4935|40|F|162088.30|1993-05-25|4-NOT SPECIFIED|Clerk#000000601|0|c foxes. fluffily pendin|
+4960|124|F|153259.41|1995-02-26|5-LOW|Clerk#000000229|0|uriously even excuses. fluffily regular instructions along the furiously ironi|
+4961|58|O|89224.24|1998-04-06|3-MEDIUM|Clerk#000000731|0| braids. furiously even theodolites |
+4962|104|F|44781.32|1993-07-28|3-MEDIUM|Clerk#000000008|0| breach never ironic |
+4963|34|O|54175.35|1996-11-07|3-MEDIUM|Clerk#000000754|0|ully unusual epitaphs nod s|
+4964|101|O|204163.10|1997-07-28|4-NOT SPECIFIED|Clerk#000000144|0|ithely final theodolites. blithely regu|
+4965|52|F|110626.82|1993-10-21|5-LOW|Clerk#000000638|0|dependencies poach packages. sometim|
+4966|70|O|59186.02|1996-09-07|2-HIGH|Clerk#000000243|0|accounts. blithely ironic courts wake boldly furiously express |
+4967|98|O|103814.27|1997-02-17|3-MEDIUM|Clerk#000000397|0|e theodolites; furiously b|
+4992|62|F|203904.80|1992-05-10|1-URGENT|Clerk#000000166|0|telets nag carefully am|
+4993|13|F|145730.19|1994-08-04|4-NOT SPECIFIED|Clerk#000000258|0|ing instructions nag furiously. un|
+4994|43|O|216071.76|1996-06-29|4-NOT SPECIFIED|Clerk#000000868|0|oxes wake above the asymptotes. bold requests sleep br|
+4995|40|O|189651.76|1996-01-06|4-NOT SPECIFIED|Clerk#000000748|0|s. even deposits boost along the express, even theodolites. stealthily ir|
+4996|133|F|100750.67|1992-09-14|3-MEDIUM|Clerk#000000433|0|foxes. carefully special packages haggle quickly fluffi|
+4997|47|O|122611.05|1998-03-18|5-LOW|Clerk#000000040|0|egrate final pinto beans. fluffily special notornis use blith|
+4998|32|F|129096.80|1992-01-11|4-NOT SPECIFIED|Clerk#000000054|0|alongside of the quickly final requests hang always|
+4999|85|F|98643.17|1993-06-26|2-HIGH|Clerk#000000504|0| dolphins cajole blithely above the sly |
+5024|124|O|116127.69|1996-10-25|3-MEDIUM|Clerk#000000659|0|r foxes. regular excuses are about the quickly regular theodolites. regular, |
+5025|121|O|20099.43|1997-02-03|5-LOW|Clerk#000000805|0|ackages are slyly about the quickly |
+5026|28|O|13197.78|1997-09-06|1-URGENT|Clerk#000000955|0|y final requests us|
+5027|148|O|181346.56|1997-08-30|2-HIGH|Clerk#000000751|0|e-- final, pending requests along t|
+5028|13|F|30755.69|1992-04-17|2-HIGH|Clerk#000000180|0|ickly blithely express deposits. b|
+5029|11|F|19811.69|1992-11-14|3-MEDIUM|Clerk#000000469|0|. regular accounts haggle slyly. regul|
+5030|106|O|71781.23|1998-05-25|4-NOT SPECIFIED|Clerk#000000564|0| wake slyly furiously thin requests. ironic pinto beans ha|
+5031|139|F|91438.59|1994-12-02|3-MEDIUM|Clerk#000000788|0|lar instructions haggle blithely pending foxes? sometimes final excuses h|
+5056|52|O|62258.18|1997-02-15|5-LOW|Clerk#000000828|0|lithely above the express ideas. blithely final deposits are fluffily spec|
+5057|64|O|76164.41|1997-08-03|1-URGENT|Clerk#000000955|0|r ironic requests of the carefully ironic dependencies wake slyly a|
+5058|119|O|17031.01|1998-03-23|1-URGENT|Clerk#000000367|0| the pending packages wake after the quickly speci|
+5059|43|F|67173.82|1993-11-10|2-HIGH|Clerk#000000058|0|latelets. final, regular accounts cajole furiously ironic pinto beans? do|
+5060|112|F|65218.47|1992-07-07|4-NOT SPECIFIED|Clerk#000000333|0|e according to the excuses. express theodo|
+5061|101|F|52190.52|1993-08-14|1-URGENT|Clerk#000000009|0|e packages use fluffily according to the carefully ironic deposits. bol|
+5062|61|F|109247.00|1992-10-08|3-MEDIUM|Clerk#000000012|0|ithely. blithely bold theodolites affix. blithely final deposits haggle ac|
+5063|23|O|98753.57|1997-05-17|2-HIGH|Clerk#000000745|0|lyly after the pending foxes. express theodolites breach across t|
+5088|130|F|101616.44|1993-01-06|5-LOW|Clerk#000000930|0|ole slyly since the quickly ironic br|
+5089|130|F|109246.54|1992-07-29|1-URGENT|Clerk#000000677|0|cial platelets. quiet, final ideas cajole carefully. unusu|
+5090|89|O|132838.49|1997-03-09|1-URGENT|Clerk#000000953|0|ress accounts affix silently carefully quick accounts. carefully f|
+5091|148|O|47852.06|1998-05-21|3-MEDIUM|Clerk#000000311|0|egular decoys mold carefully fluffily unus|
+5092|22|O|195834.96|1995-10-30|5-LOW|Clerk#000000194|0|are blithely along the pin|
+5093|79|F|190693.92|1993-09-03|3-MEDIUM|Clerk#000000802|0|ully ironic theodolites sleep above the furiously ruthless instructions. bli|
+5094|106|F|74892.08|1993-03-29|4-NOT SPECIFIED|Clerk#000000406|0|uickly pending deposits haggle quickly ide|
+5095|97|F|184583.99|1992-04-22|2-HIGH|Clerk#000000964|0|accounts are carefully! slyly even packages wake slyly a|
+5120|16|O|28007.73|1996-06-05|1-URGENT|Clerk#000000332|0|against the slyly express requests. furiousl|
+5121|133|F|150334.57|1992-05-11|4-NOT SPECIFIED|Clerk#000000736|0|gular requests. furiously final pearls against the permanent, thin courts s|
+5122|70|O|79863.84|1996-02-10|5-LOW|Clerk#000000780|0|blithely. slyly ironic deposits nag. excuses s|
+5123|10|O|11850.45|1998-02-10|1-URGENT|Clerk#000000776|0|ic requests. furiously ironic packages grow above the express, ironic inst|
+5124|25|O|159170.80|1997-04-04|4-NOT SPECIFIED|Clerk#000000749|0|kly even courts. bold packages solve. |
+5125|28|O|38065.28|1998-02-07|5-LOW|Clerk#000000834|0|ructions. dolphins wake slowly carefully unusual |
+5126|112|F|92123.32|1992-10-12|4-NOT SPECIFIED|Clerk#000000270|0|s. unusual deposits |
+5127|73|O|48024.99|1997-01-15|5-LOW|Clerk#000000829|0|fully express pinto beans. slyly final accounts along the ironic dugouts use s|
+5152|44|O|60568.34|1997-01-04|3-MEDIUM|Clerk#000000963|0| for the blithely reg|
+5153|113|O|193832.28|1995-08-26|1-URGENT|Clerk#000000954|0| the furiously ironic foxes. express packages shall cajole carefully across|
+5154|8|O|28070.86|1997-04-13|3-MEDIUM|Clerk#000000316|0|inal requests. slyly regular deposits nag. even deposits haggle agains|
+5155|77|F|70183.29|1994-06-12|2-HIGH|Clerk#000000108|0|y pending deposits are ag|
+5156|125|O|59439.44|1996-11-04|5-LOW|Clerk#000000117|0|ngside of the multipliers solve slyly requests. regu|
+5157|142|O|167056.34|1997-07-06|4-NOT SPECIFIED|Clerk#000000689|0|closely above the unusual deposits. furiously|
+5158|76|O|240284.95|1997-01-21|1-URGENT|Clerk#000000541|0| regular foxes. even foxes wake blithely |
+5159|106|O|147543.26|1996-09-25|1-URGENT|Clerk#000000303|0|tegrate slyly around the slyly sly sauternes. final pa|
+5184|85|O|209155.48|1998-07-20|5-LOW|Clerk#000000250|0|nding accounts detect final, even|
+5185|148|O|206179.68|1997-07-25|3-MEDIUM|Clerk#000000195|0| regular ideas about the even ex|
+5186|52|O|208892.63|1996-08-03|1-URGENT|Clerk#000000332|0|pecial platelets. slyly final ac|
+5187|55|O|46380.69|1997-07-16|3-MEDIUM|Clerk#000000682|0|ckly according to t|
+5188|140|P|66268.86|1995-03-02|4-NOT SPECIFIED|Clerk#000000029|0|counts. finally ironic requests ab|
+5189|71|F|184172.31|1993-11-26|5-LOW|Clerk#000000940|0|e after the pending accounts. asymptotes boost. re|
+5190|58|F|89684.31|1992-04-26|5-LOW|Clerk#000000888|0|equests. slyly unusual|
+5191|77|F|119910.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000318|0|ing, regular deposits alongside of the deposits boost fluffily quickly ev|
+5216|59|O|16763.95|1997-08-14|3-MEDIUM|Clerk#000000418|0|des boost across the platelets. slyly busy theodolit|
+5217|35|O|135745.58|1995-10-13|2-HIGH|Clerk#000000873|0|ons might wake quickly according to th|
+5218|82|F|73882.37|1992-07-30|4-NOT SPECIFIED|Clerk#000000683|0|y ruthless packages according to the bold, ironic package|
+5219|88|O|21267.72|1997-02-27|1-URGENT|Clerk#000000510|0|aggle always. foxes above the ironic deposits |
+5220|10|F|24844.39|1992-07-30|2-HIGH|Clerk#000000051|0| final packages. ideas detect slyly around|
+5221|13|O|71968.10|1995-06-09|4-NOT SPECIFIED|Clerk#000000324|0|lar accounts above the sl|
+5222|80|F|1051.15|1994-05-27|4-NOT SPECIFIED|Clerk#000000613|0|along the bold ideas. furiously final foxes snoo|
+5223|149|F|105561.21|1994-06-30|1-URGENT|Clerk#000000745|0|e. theodolites serve blithely unusual, final foxes. carefully pending packag|
+5248|70|P|86958.28|1995-04-15|2-HIGH|Clerk#000000737|0|theodolites cajole according to the silent packages. quickly ironic packages a|
+5249|103|F|123586.03|1994-09-06|3-MEDIUM|Clerk#000000019|0|refully bold accounts |
+5250|97|O|29673.73|1995-07-16|2-HIGH|Clerk#000000307|0|. carefully final instructions sleep among the finally regular dependen|
+5251|34|O|34004.48|1995-04-12|3-MEDIUM|Clerk#000000687|0| ironic dugouts detect. reque|
+5252|91|O|173145.37|1996-02-17|1-URGENT|Clerk#000000724|0| ironic accounts among the silent asym|
+5253|148|P|108361.46|1995-04-11|2-HIGH|Clerk#000000275|0|egular requests! blithely regular deposits alongside of t|
+5254|112|F|196989.09|1992-07-26|4-NOT SPECIFIED|Clerk#000000527|0|he express, even ideas cajole blithely special requests|
+5255|64|O|75074.07|1996-07-12|5-LOW|Clerk#000000591|0|ly slow forges. express foxes haggle. regular, even asymp|
+5280|34|O|68052.70|1997-12-03|3-MEDIUM|Clerk#000000604|0|riously ironic instructions. ironic ideas according to the accounts boost fur|
+5281|124|O|179418.31|1995-11-02|2-HIGH|Clerk#000000158|0|ackages haggle slyly a|
+5282|50|O|94446.69|1998-01-30|1-URGENT|Clerk#000000030|0|rding to the unusual, bold accounts. regular instructions|
+5283|131|F|18594.66|1994-06-04|3-MEDIUM|Clerk#000000579|0|ests. even, final ideas alongside of t|
+5284|61|O|40548.99|1995-07-09|4-NOT SPECIFIED|Clerk#000000155|0| careful dependencies use sly|
+5285|70|F|99377.51|1994-01-18|2-HIGH|Clerk#000000976|0|p across the furiously ironic deposits.|
+5286|116|O|79646.89|1997-09-26|5-LOW|Clerk#000000606|0|structions are furiously quickly ironic asymptotes. quickly iro|
+5287|25|F|30045.95|1993-12-22|5-LOW|Clerk#000000406|0|regular packages. bold instructions sleep always. carefully final p|
+5312|65|F|66697.95|1995-02-24|2-HIGH|Clerk#000000690|0|ter the even, bold foxe|
+5313|13|O|159870.44|1997-06-17|4-NOT SPECIFIED|Clerk#000000896|0|le. final courts haggle furiously according to the |
+5314|34|O|26999.83|1995-06-02|2-HIGH|Clerk#000000617|0|ions across the quickly special d|
+5315|139|F|55554.97|1992-10-29|4-NOT SPECIFIED|Clerk#000000035|0| furiously. quickly unusual packages use. sly|
+5316|100|F|62316.61|1994-01-31|1-URGENT|Clerk#000000734|0| requests haggle across the regular, pending deposits. furiously regular requ|
+5317|37|F|228002.51|1994-09-09|5-LOW|Clerk#000000687|0|jole quickly at the slyly pend|
+5318|59|F|106935.19|1993-04-04|2-HIGH|Clerk#000000663|0|efully regular dolphins. even ideas nag fluffily furiously even packa|
+5319|98|O|68619.29|1996-01-21|1-URGENT|Clerk#000000237|0|lent requests. quickly pe|
+5344|109|O|88216.32|1998-06-21|3-MEDIUM|Clerk#000000569|0|s. ironic excuses cajole across the|
+5345|31|O|111924.56|1997-08-24|1-URGENT|Clerk#000000057|0|r the slyly silent packages. pending, even pinto b|
+5346|37|F|149536.20|1993-12-26|2-HIGH|Clerk#000000220|0|gly close packages against the even, regular escapades boost evenly accordi|
+5347|49|F|173024.71|1995-02-22|3-MEDIUM|Clerk#000000180|0|onic, regular deposits. packag|
+5348|53|O|119164.96|1997-11-08|5-LOW|Clerk#000000497|0|totes. accounts after the furiously|
+5349|67|O|38038.84|1996-09-01|1-URGENT|Clerk#000000960|0|le along the carefully bold dolphins. carefully special packa|
+5350|76|F|113417.03|1993-10-10|5-LOW|Clerk#000000604|0|ccounts after the carefully pending requests believe |
+5351|122|O|76799.25|1998-05-11|1-URGENT|Clerk#000000443|0|to beans sleep furiously after the carefully even|
+5376|149|F|98422.83|1994-07-04|5-LOW|Clerk#000000392|0|. quickly ironic deposits integrate along|
+5377|64|O|117728.37|1997-04-24|2-HIGH|Clerk#000000917|0|ons nag blithely furiously regula|
+5378|43|F|101899.93|1992-10-25|1-URGENT|Clerk#000000520|0|n ideas. regular accounts haggle. ironic ideas use along the bold ideas. blith|
+5379|89|O|47010.15|1995-08-08|2-HIGH|Clerk#000000503|0|he unusual accounts. carefully special instructi|
+5380|148|O|123014.83|1997-10-12|1-URGENT|Clerk#000000481|0|le slyly about the slyly final dolphins. fu|
+5381|32|F|223995.46|1993-01-29|5-LOW|Clerk#000000531|0|arefully bold packages are slyly furiously ironic foxes. fluffil|
+5382|35|F|138423.03|1992-01-13|5-LOW|Clerk#000000809|0|lent deposits are according to the reg|
+5383|31|O|11474.95|1995-05-26|5-LOW|Clerk#000000409|0|ly bold requests hang furiously furiously unusual accounts. evenly unusu|
+5408|23|F|123477.05|1992-07-21|5-LOW|Clerk#000000735|0|egular requests according to the|
+5409|13|F|145040.38|1992-01-09|5-LOW|Clerk#000000171|0|eans. regular accounts are regul|
+5410|22|O|139104.17|1998-07-28|4-NOT SPECIFIED|Clerk#000000117|0|final deposits: pending excuses boost. ironic theodolites cajole furi|
+5411|61|O|62541.27|1997-05-16|3-MEDIUM|Clerk#000000800|0|equests cajole slyly furious|
+5412|142|O|109979.71|1998-01-20|2-HIGH|Clerk#000000151|0|ets boost furiously regular accounts. regular foxes above th|
+5413|94|O|224382.57|1997-10-17|1-URGENT|Clerk#000000066|0|e even excuses. always final depen|
+5414|100|F|167017.39|1993-03-25|4-NOT SPECIFIED|Clerk#000000242|0|lent dependencies? carefully express requests sleep furiously ac|
+5415|23|F|176864.83|1992-08-05|3-MEDIUM|Clerk#000000998|0|ly even ideas nag blithely above the final instructions|
+5440|130|O|3223.17|1997-01-12|1-URGENT|Clerk#000000154|0|posits boost regularly ironic packages. regular, ironic deposits wak|
+5441|41|F|131891.05|1994-07-21|4-NOT SPECIFIED|Clerk#000000257|0|after the furiously ironic |
+5442|43|O|139332.94|1998-01-13|4-NOT SPECIFIED|Clerk#000000954|0|ully. quickly express accounts against the|
+5443|131|O|124950.79|1996-10-10|4-NOT SPECIFIED|Clerk#000000492|0|al foxes could detect. blithely stealthy asymptotes kind|
+5444|130|P|172908.01|1995-03-18|1-URGENT|Clerk#000000677|0| asymptotes. asymptotes cajole quickly quickly bo|
+5445|115|F|114990.63|1993-07-26|5-LOW|Clerk#000000623|0|s. even, special requests cajole furiously even, |
+5446|7|F|29920.80|1994-06-21|5-LOW|Clerk#000000304|0| furiously final pac|
+5447|13|O|29029.84|1996-03-16|3-MEDIUM|Clerk#000000597|0|uternes around the furiously bold accounts wake after |
+5472|70|F|221636.83|1993-04-11|5-LOW|Clerk#000000552|0|counts. deposits about the slyly dogged pinto beans cajole slyly|
+5473|65|F|63041.33|1992-03-25|4-NOT SPECIFIED|Clerk#000000306|0|te the quickly stealthy ideas. even, regular deposits above|
+5474|55|F|131079.52|1992-06-01|4-NOT SPECIFIED|Clerk#000000487|0|gle blithely enticing ideas. final, exp|
+5475|139|O|10645.48|1996-07-07|5-LOW|Clerk#000000856|0|es shall boost slyly. furiously even deposits lose. instruc|
+5476|91|O|26906.38|1997-11-06|1-URGENT|Clerk#000000189|0|furiously final ideas. furiously bold dependencies sleep care|
+5477|107|O|130125.64|1997-12-30|5-LOW|Clerk#000000689|0|ckages. ironic deposits caj|
+5478|116|O|97502.23|1996-05-17|1-URGENT|Clerk#000000272|0|ckages. quickly pending deposits thrash furiously: bl|
+5479|70|F|70553.45|1993-12-22|3-MEDIUM|Clerk#000000335|0|ng asymptotes. pinto beans sleep care|
+5504|19|F|41492.25|1993-01-06|2-HIGH|Clerk#000000221|0|y pending packages. furiousl|
+5505|95|O|147329.51|1997-10-04|5-LOW|Clerk#000000719|0| final, regular packages according to the slyly ironic accounts nag ironica|
+5506|91|F|8413.31|1993-11-08|1-URGENT|Clerk#000000292|0|nusual theodolites. sly|
+5507|2|O|140363.70|1998-05-28|5-LOW|Clerk#000000692|0|the carefully ironic instructions are quickly iro|
+5508|56|O|3808.05|1996-06-21|1-URGENT|Clerk#000000128|0|y express packages cajole furiously. slyly unusual requests |
+5509|80|F|135335.96|1994-04-08|5-LOW|Clerk#000000164|0|usual deposits use packages. furiously final requests wake slyly about th|
+5510|37|F|126948.81|1993-01-08|3-MEDIUM|Clerk#000000819|0| nag slyly. carefully eve|
+5511|79|F|151089.96|1994-11-29|1-URGENT|Clerk#000000438|0|ng instructions integrate fluffily among the fluffily silent accounts. bli|
+5536|116|O|108196.56|1998-03-16|4-NOT SPECIFIED|Clerk#000000076|0| carefully final dolphins. ironic, ironic deposits lose. bold, |
+5537|118|O|102207.20|1996-10-03|3-MEDIUM|Clerk#000000742|0|ng to the daring, final |
+5538|139|F|90981.28|1993-12-25|1-URGENT|Clerk#000000992|0|ttainments. slyly final ideas are about the furiously silent excuses.|
+5539|119|F|39397.60|1994-07-31|5-LOW|Clerk#000000675|0|structions. slyly regular patterns solve above the carefully expres|
+5540|130|O|90707.58|1996-10-12|4-NOT SPECIFIED|Clerk#000000120|0|y ironic packages cajole blithely|
+5541|143|O|37526.68|1997-09-30|3-MEDIUM|Clerk#000000217|0|encies among the silent accounts sleep slyly quickly pending deposits|
+5542|49|O|6402.41|1996-04-20|4-NOT SPECIFIED|Clerk#000000100|0|riously among the regularly regular pac|
+5543|115|F|118201.53|1993-09-25|3-MEDIUM|Clerk#000000644|0|ckly regular epitaphs. carefully bold accounts haggle furiously|
+5568|31|O|105421.09|1995-06-07|3-MEDIUM|Clerk#000000491|0| nag. fluffily pending de|
+5569|109|F|126113.32|1993-04-30|4-NOT SPECIFIED|Clerk#000000759|0|e regular dependencies. furiously unusual ideas b|
+5570|112|O|78567.55|1996-08-12|2-HIGH|Clerk#000000795|0|eans. ironic, even requests doze |
+5571|103|F|79248.35|1992-12-19|4-NOT SPECIFIED|Clerk#000000184|0|ts cajole furiously carefully regular sheaves. un|
+5572|8|F|182966.39|1994-07-17|2-HIGH|Clerk#000000163|0|e fluffily express deposits cajole slyly across th|
+5573|37|O|158479.37|1996-08-15|3-MEDIUM|Clerk#000000055|0|lites. slyly final pinto beans about the carefully regul|
+5574|28|F|129803.03|1992-03-10|4-NOT SPECIFIED|Clerk#000000002|0|n deposits. special, regular t|
+5575|103|O|51839.94|1995-07-24|5-LOW|Clerk#000000948|0|uriously express frays breach|
+5600|95|O|53649.35|1997-02-08|4-NOT SPECIFIED|Clerk#000000019|0|lly regular deposits. car|
+5601|11|F|118570.79|1992-01-06|2-HIGH|Clerk#000000827|0|gular deposits wake platelets? blithe|
+5602|130|O|67979.49|1997-07-30|3-MEDIUM|Clerk#000000395|0|onic asymptotes haggl|
+5603|71|F|145100.47|1992-06-20|4-NOT SPECIFIED|Clerk#000000535|0| asymptotes. fluffily ironic instructions are. pending pinto bean|
+5604|46|O|98987.51|1998-04-14|4-NOT SPECIFIED|Clerk#000000123|0|ously across the blithely ironic pinto beans. sile|
+5605|35|O|172899.84|1996-08-22|2-HIGH|Clerk#000000538|0|sleep carefully final packages. dependencies wake slyly. theodol|
+5606|149|O|219959.08|1996-11-12|5-LOW|Clerk#000000688|0|uriously express pinto beans. packages sh|
+5607|92|F|24660.06|1992-01-01|4-NOT SPECIFIED|Clerk#000000137|0|c requests promise quickly fluffily ironic deposits. caref|
+5632|79|O|89503.11|1996-02-05|1-URGENT|Clerk#000000508|0|ons. blithely pending pinto beans thrash. furiously busy theodoli|
+5633|79|O|207119.83|1998-05-31|3-MEDIUM|Clerk#000000841|0|cial deposits wake final, final|
+5634|68|O|99494.67|1996-07-31|3-MEDIUM|Clerk#000000915|0|out the accounts. carefully ironic ideas are slyly. sheaves could h|
+5635|70|F|192217.86|1992-08-16|3-MEDIUM|Clerk#000000734|0|nal platelets sleep daringly. idle, final accounts about |
+5636|122|F|143350.75|1995-02-16|3-MEDIUM|Clerk#000000916|0|. boldly even Tiresias sleep. blithely ironic packages among the ca|
+5637|103|O|128776.90|1996-06-17|3-MEDIUM|Clerk#000000183|0|nic dolphins are regular packages. ironic pinto beans hagg|
+5638|109|F|79197.77|1994-01-17|1-URGENT|Clerk#000000355|0|enly bold deposits eat. special realms play against the regular, speci|
+5639|145|F|9669.46|1994-06-02|3-MEDIUM|Clerk#000000005|0|ending packages use after the blithely regular accounts. regular package|
+5664|119|O|186215.81|1998-07-23|2-HIGH|Clerk#000000789|0|the quickly ironic dolp|
+5665|100|F|129821.09|1993-06-28|4-NOT SPECIFIED|Clerk#000000513|0| carefully special instructions. ironic pinto beans nag slyly blithe|
+5666|14|F|121663.68|1994-02-02|2-HIGH|Clerk#000000396|0|mptotes. quickly final instructions are |
+5667|44|O|37301.25|1995-08-10|1-URGENT|Clerk#000000358|0|s print upon the quickly ironic packa|
+5668|109|F|13679.32|1995-03-22|4-NOT SPECIFIED|Clerk#000000047|0|p slyly slyly express accoun|
+5669|74|O|113156.30|1996-05-06|1-URGENT|Clerk#000000336|0|ng packages nag fluffily furio|
+5670|7|F|101429.61|1993-04-21|5-LOW|Clerk#000000922|0|he carefully final packages. deposits are slyly among the requests. |
+5671|43|O|176647.54|1998-02-06|2-HIGH|Clerk#000000838|0|k dependencies. slyly |
+5696|142|P|198723.30|1995-05-04|1-URGENT|Clerk#000000447|0|e quickly unusual pack|
+5697|55|F|99177.69|1992-10-05|1-URGENT|Clerk#000000112|0|pendencies impress furiously. bold, final requests solve ab|
+5698|95|F|154936.43|1994-05-21|3-MEDIUM|Clerk#000000455|0|he furiously silent accounts haggle blithely against the carefully unusual|
+5699|142|F|226314.91|1992-07-30|5-LOW|Clerk#000000311|0|o beans. ironic asymptotes boost. blithe, final courts integrate|
+5700|143|O|79901.18|1997-12-25|1-URGENT|Clerk#000000618|0|ly pending dolphins sleep carefully slyly pending i|
+5701|43|O|16689.19|1997-02-07|5-LOW|Clerk#000000798|0| blithely final pinto beans. blit|
+5702|97|F|153024.28|1993-09-07|4-NOT SPECIFIED|Clerk#000000743|0|ironic accounts. final accounts wake express deposits. final pac|
+5703|121|F|1816.28|1993-05-16|3-MEDIUM|Clerk#000000647|0|ly special instructions. slyly even reque|
+5728|80|F|85397.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000426|0|furiously express pin|
+5729|44|F|88080.33|1994-10-10|2-HIGH|Clerk#000000843|0|uffily sly accounts about|
+5730|11|O|10934.84|1997-12-18|1-URGENT|Clerk#000000181|0|l platelets. ironic pinto beans wake slyly. quickly b|
+5731|8|O|57823.37|1997-05-17|5-LOW|Clerk#000000841|0| silent excuses among the express accounts wake |
+5732|37|O|28330.42|1997-08-03|1-URGENT|Clerk#000000910|0|he quickly bold asymptotes: final platelets wake quickly. blithely final pinto|
+5733|101|F|38545.97|1993-03-17|2-HIGH|Clerk#000000873|0|osits. pending accounts boost quickly. furiously permanent acco|
+5734|94|O|45860.94|1997-10-12|3-MEDIUM|Clerk#000000084|0|efully even braids detect blithely alo|
+5735|40|F|39358.51|1994-12-11|3-MEDIUM|Clerk#000000600|0| bold realms cajole slyly fu|
+5760|25|F|59404.77|1994-05-25|4-NOT SPECIFIED|Clerk#000000498|0|s among the blithely regular frays haggle ironically bold theodolites. al|
+5761|16|O|130345.90|1998-07-06|3-MEDIUM|Clerk#000000208|0|s asymptotes cajole boldly. regular, |
+5762|49|O|165019.32|1997-02-14|1-URGENT|Clerk#000000901|0|ly bold packages: slyly ironic deposits sleep quietly foxes. express a|
+5763|8|O|140838.11|1998-06-26|4-NOT SPECIFIED|Clerk#000000633|0|according to the furiously regular pinto beans. even accounts wake fu|
+5764|131|F|53212.95|1993-10-03|4-NOT SPECIFIED|Clerk#000000363|0| furiously regular deposits haggle fluffily around th|
+5765|52|F|249900.42|1994-12-15|5-LOW|Clerk#000000959|0|longside of the quickly final packages. instructions so|
+5766|49|F|47940.51|1993-09-27|5-LOW|Clerk#000000753|0|. quickly final packages print slyly. fu|
+5767|118|F|135643.87|1992-04-29|2-HIGH|Clerk#000000225|0|ts wake fluffily above the r|
+5792|26|F|158991.89|1993-04-04|2-HIGH|Clerk#000000731|0|packages. doggedly bold deposits integrate furiously across the|
+5793|37|O|119887.47|1997-07-13|2-HIGH|Clerk#000000294|0|thely. fluffily even instructi|
+5794|8|F|122823.78|1993-04-05|5-LOW|Clerk#000000855|0|t accounts kindle about the gifts. as|
+5795|37|F|35514.45|1992-05-05|2-HIGH|Clerk#000000581|0| even instructions x-ray ironic req|
+5796|149|O|23280.61|1996-01-23|3-MEDIUM|Clerk#000000326|0|eodolites. slyly ironic pinto beans at the silent, special request|
+5797|122|O|15313.61|1997-10-15|4-NOT SPECIFIED|Clerk#000000381|0|ng! packages against the blithely b|
+5798|106|O|125011.92|1998-03-30|5-LOW|Clerk#000000343|0|lent accounts affix quickly! platelets run slyly slyly final packages. f|
+5799|26|O|71381.21|1995-08-03|1-URGENT|Clerk#000000238|0| unusual deposits sleep blithely along the carefully even requests. care|
+5824|56|O|169107.85|1996-12-03|2-HIGH|Clerk#000000171|0|unusual packages. even ideas along the even requests are along th|
+5825|61|F|23020.62|1995-02-21|5-LOW|Clerk#000000494|0|regular packages use bravely.|
+5826|22|O|21119.86|1998-06-13|1-URGENT|Clerk#000000087|0|even, regular dependenc|
+5827|31|O|137297.71|1998-07-23|3-MEDIUM|Clerk#000000660|0|hely furiously blithe dolphins. slyly |
+5828|127|F|62172.34|1994-03-06|5-LOW|Clerk#000000377|0|ages boost never during the final packa|
+5829|125|O|183734.56|1997-01-11|1-URGENT|Clerk#000000196|0|gular accounts. bold accounts are blithely furiously ironic r|
+5830|85|F|28223.57|1993-03-25|3-MEDIUM|Clerk#000000233|0|lites haggle. ironic, ironic instructions maintain blit|
+5831|139|O|113505.19|1996-11-17|5-LOW|Clerk#000000585|0|s final, final pinto beans. unusual depos|
+5856|37|F|71460.49|1994-11-06|2-HIGH|Clerk#000000634|0|special excuses. slyly final theodolites cajole blithely furiou|
+5857|124|O|158345.31|1997-11-06|4-NOT SPECIFIED|Clerk#000000267|0|gage blithely. quickly special ac|
+5858|64|F|181320.50|1992-07-14|4-NOT SPECIFIED|Clerk#000000580|0|lyly pending dugouts believe through the ironic deposits. silent s|
+5859|5|O|210643.96|1997-04-23|1-URGENT|Clerk#000000993|0|requests boost. asymptotes across the deposits solve slyly furiously pendin|
+5860|13|F|9495.28|1992-02-20|4-NOT SPECIFIED|Clerk#000000079|0| beans. bold, special foxes sleep about the ir|
+5861|139|O|41450.19|1997-04-10|3-MEDIUM|Clerk#000000094|0|rthogs cajole slyly. express packages sleep blithely final |
+5862|64|O|30550.90|1997-02-20|1-URGENT|Clerk#000000039|0|leep beneath the quickly busy excuses. ironic theodolit|
+5863|65|F|67941.54|1993-11-22|3-MEDIUM|Clerk#000000774|0|ets about the slyly pending ideas sleep according to the blithely |
+5888|46|O|67167.19|1996-09-28|3-MEDIUM|Clerk#000000748|0|quickly against the furiously final requests. evenly fi|
+5889|22|O|15417.57|1995-05-23|5-LOW|Clerk#000000690|0|ites wake across the slyly ironic|
+5890|49|F|41162.24|1992-11-04|2-HIGH|Clerk#000000013|0|packages. final, final reques|
+5891|46|F|41760.00|1992-12-29|3-MEDIUM|Clerk#000000302|0|ounts haggle furiously abo|
+5892|101|P|92340.77|1995-05-09|5-LOW|Clerk#000000639|0| pending instruction|
+5893|2|F|44777.63|1992-07-08|4-NOT SPECIFIED|Clerk#000000560|0|final sentiments. instructions boost above the never speci|
+5894|71|F|70377.31|1994-08-13|2-HIGH|Clerk#000000776|0|regular deposits wake|
+5895|64|O|201419.83|1997-01-01|4-NOT SPECIFIED|Clerk#000000747|0| ironic, unusual requests cajole blithely special, special deposits. s|
+5920|119|F|142767.26|1994-11-20|2-HIGH|Clerk#000000081|0|ns: even ideas cajole slyly among the packages. never ironic patterns|
+5921|58|F|152940.00|1994-04-07|5-LOW|Clerk#000000125|0|kly special requests breach.|
+5922|143|O|142494.99|1996-11-14|5-LOW|Clerk#000000625|0| ironic instructions haggle furiously blithely regular accounts: even platele|
+5923|101|O|157968.27|1997-05-27|2-HIGH|Clerk#000000304|0|o beans haggle slyly above the regular, even dependencies|
+5924|31|O|106823.97|1995-10-10|3-MEDIUM|Clerk#000000433|0|arefully after the pains. blithely ironic pinto |
+5925|146|O|242588.87|1995-11-13|5-LOW|Clerk#000000602|0|ourts. boldly regular foxes might sleep. slyly express tithes against |
+5926|76|F|105770.53|1994-05-20|5-LOW|Clerk#000000071|0| carefully after the furiously even re|
+5927|116|O|84983.90|1997-08-28|4-NOT SPECIFIED|Clerk#000000972|0|endencies according to the slyly ironic foxes detect furiously about the furio|
+5952|148|O|128624.99|1997-04-14|3-MEDIUM|Clerk#000000950|0| regular, final pla|
+5953|7|F|95312.81|1992-03-28|1-URGENT|Clerk#000000049|0|ages are furiously. slowly bold requests|
+5954|28|F|167262.34|1992-12-03|1-URGENT|Clerk#000000968|0|requests along the blith|
+5955|94|P|67944.38|1995-03-27|5-LOW|Clerk#000000340|0|deas integrate. fluffily regular pa|
+5956|22|O|118036.54|1998-05-18|1-URGENT|Clerk#000000587|0|le even, express platelets.|
+5957|89|F|230949.45|1993-12-27|2-HIGH|Clerk#000000020|0| dependencies are slyly. bold accounts according to the carefully regular r|
+5958|115|O|145060.41|1995-09-16|3-MEDIUM|Clerk#000000787|0|e final requests detect alongside of the qu|
+5959|23|F|195515.26|1992-05-15|3-MEDIUM|Clerk#000000913|0|into beans use ironic, unusual foxes. carefully regular excuses boost caref|
+5984|70|F|83413.30|1994-06-18|5-LOW|Clerk#000000023|0|ickly final pains haggle along the furiously ironic pinto bea|
+5985|143|F|3942.73|1995-01-12|3-MEDIUM|Clerk#000000417|0|as nag fluffily slyly permanent accounts. regular depo|
+5986|115|F|92187.80|1992-04-22|2-HIGH|Clerk#000000674|0|iously unusual notornis are |
+5987|64|O|98956.82|1996-08-03|1-URGENT|Clerk#000000464|0| ideas. quietly final accounts haggle blithely pending escapade|
+5988|31|F|41655.51|1993-11-22|4-NOT SPECIFIED|Clerk#000000867|0|fully express accounts. final pi|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders.tbl
new file mode 100644
index 0000000..1ebd663
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders.tbl
@@ -0,0 +1,1500 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|124|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|131|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|34|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|58|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+195|136|F|120053.52|1993-12-28|3-MEDIUM|Clerk#000000216|0|old forges are furiously sheaves. slyly fi|
+196|65|F|33248.04|1993-03-17|2-HIGH|Clerk#000000988|0|beans boost at the foxes. silent foxes|
+197|34|P|100290.07|1995-04-07|2-HIGH|Clerk#000000969|0|solve quickly about the even braids. carefully express deposits affix care|
+198|112|O|125792.83|1998-01-02|4-NOT SPECIFIED|Clerk#000000331|0|its. carefully ironic requests sleep. furiously express fox|
+199|53|O|80592.44|1996-03-07|2-HIGH|Clerk#000000489|0|g theodolites. special packag|
+224|4|F|155680.60|1994-06-18|4-NOT SPECIFIED|Clerk#000000642|0|r the quickly thin courts. carefully|
+225|34|P|165890.47|1995-05-25|1-URGENT|Clerk#000000177|0|s. blithely ironic accounts wake quickly fluffily special acc|
+226|128|F|180119.22|1993-03-10|2-HIGH|Clerk#000000756|0|s are carefully at the blithely ironic acc|
+227|10|O|46076.46|1995-11-10|5-LOW|Clerk#000000919|0| express instructions. slyly regul|
+228|46|F|2638.98|1993-02-25|1-URGENT|Clerk#000000562|0|es was slyly among the regular foxes. blithely regular dependenci|
+229|112|F|142290.77|1993-12-29|1-URGENT|Clerk#000000628|0|he fluffily even instructions. furiously i|
+230|103|F|107231.60|1993-10-27|1-URGENT|Clerk#000000520|0|odolites. carefully quick requ|
+231|91|F|141554.06|1994-09-29|2-HIGH|Clerk#000000446|0| packages haggle slyly after the carefully ironic instruct|
+256|125|F|106315.25|1993-10-19|4-NOT SPECIFIED|Clerk#000000834|0|he fluffily final ideas might are final accounts. carefully f|
+257|124|O|7102.74|1998-03-28|3-MEDIUM|Clerk#000000680|0|ts against the sly warhorses cajole slyly accounts|
+258|43|F|186669.10|1993-12-29|1-URGENT|Clerk#000000167|0|dencies. blithely quick packages cajole. ruthlessly final accounts|
+259|44|F|75661.70|1993-09-29|4-NOT SPECIFIED|Clerk#000000601|0|ages doubt blithely against the final foxes. carefully express deposits dazzle|
+260|106|O|179292.14|1996-12-10|3-MEDIUM|Clerk#000000960|0|lently regular pinto beans sleep after the slyly e|
+261|47|F|201003.12|1993-06-29|3-MEDIUM|Clerk#000000310|0|ully fluffily brave instructions. furiousl|
+262|31|O|108443.84|1995-11-25|4-NOT SPECIFIED|Clerk#000000551|0|l packages. blithely final pinto beans use carefu|
+263|118|F|79782.56|1994-05-17|2-HIGH|Clerk#000000088|0| pending instructions. blithely un|
+288|8|O|163794.53|1997-02-21|1-URGENT|Clerk#000000109|0|uriously final requests. even, final ideas det|
+289|104|O|131092.67|1997-02-10|3-MEDIUM|Clerk#000000103|0|sily. slyly special excuse|
+290|118|F|62814.89|1994-01-01|4-NOT SPECIFIED|Clerk#000000735|0|efully dogged deposits. furiou|
+291|142|F|66817.05|1994-03-13|1-URGENT|Clerk#000000923|0|dolites. carefully regular pinto beans cajol|
+292|23|F|30783.05|1992-01-13|2-HIGH|Clerk#000000193|0|g pinto beans will have to sleep f|
+293|31|F|37248.78|1992-10-02|2-HIGH|Clerk#000000629|0|re bold, ironic deposits. platelets c|
+294|52|F|30059.47|1993-07-16|3-MEDIUM|Clerk#000000499|0|kly according to the frays. final dolphins affix quickly |
+295|19|F|89345.99|1994-09-29|2-HIGH|Clerk#000000155|0| unusual pinto beans play. regular ideas haggle|
+320|1|O|39835.54|1997-11-21|2-HIGH|Clerk#000000573|0|ar foxes nag blithely|
+321|124|F|62251.15|1993-03-21|3-MEDIUM|Clerk#000000289|0|equests run. blithely final dependencies after the deposits wake caref|
+322|134|F|127068.89|1992-03-19|1-URGENT|Clerk#000000158|0|fully across the slyly bold packages. packages against the quickly regular i|
+323|40|F|79683.42|1994-03-26|1-URGENT|Clerk#000000959|0|arefully pending foxes sleep blithely. slyly express accoun|
+324|106|F|26868.85|1992-03-20|1-URGENT|Clerk#000000352|0| about the ironic, regular deposits run blithely against the excuses|
+325|41|F|71543.41|1993-10-17|5-LOW|Clerk#000000844|0|ly sometimes pending pa|
+326|76|O|229165.17|1995-06-04|2-HIGH|Clerk#000000466|0| requests. furiously ironic asymptotes mold carefully alongside of the blit|
+327|145|P|24468.16|1995-04-17|5-LOW|Clerk#000000992|0|ng the slyly final courts. slyly even escapades eat |
+352|107|F|16003.86|1994-03-08|2-HIGH|Clerk#000000932|0|ke slyly bold pinto beans. blithely regular accounts against the spe|
+353|2|F|179984.42|1993-12-31|5-LOW|Clerk#000000449|0| quiet ideas sleep. even instructions cajole slyly. silently spe|
+354|139|O|157062.70|1996-03-14|2-HIGH|Clerk#000000511|0|ly regular ideas wake across the slyly silent ideas. final deposits eat b|
+355|71|F|69447.25|1994-06-14|5-LOW|Clerk#000000532|0|s. sometimes regular requests cajole. regular, pending accounts a|
+356|148|F|162786.67|1994-06-30|4-NOT SPECIFIED|Clerk#000000944|0|as wake along the bold accounts. even, |
+357|61|O|98723.11|1996-10-09|2-HIGH|Clerk#000000301|0|e blithely about the express, final accounts. quickl|
+358|4|F|226806.66|1993-09-20|2-HIGH|Clerk#000000392|0|l, silent instructions are slyly. silently even de|
+359|79|F|142891.22|1994-12-19|3-MEDIUM|Clerk#000000934|0|n dolphins. special courts above the carefully ironic requests use|
+384|115|F|122785.82|1992-03-03|5-LOW|Clerk#000000206|0|, even accounts use furiously packages. slyly ironic pla|
+385|34|O|50724.06|1996-03-22|5-LOW|Clerk#000000600|0|hless accounts unwind bold pain|
+386|61|F|90380.40|1995-01-25|2-HIGH|Clerk#000000648|0| haggle quickly. stealthily bold asymptotes haggle among the furiously even re|
+387|4|O|130647.18|1997-01-26|4-NOT SPECIFIED|Clerk#000000768|0| are carefully among the quickly even deposits. furiously silent req|
+388|46|F|120533.46|1992-12-16|4-NOT SPECIFIED|Clerk#000000356|0|ar foxes above the furiously ironic deposits nag slyly final reque|
+389|127|F|1984.14|1994-02-17|2-HIGH|Clerk#000000062|0|ing to the regular asymptotes. final, pending foxes about the blithely sil|
+390|103|O|168562.27|1998-04-07|5-LOW|Clerk#000000404|0|xpress asymptotes use among the regular, final pinto b|
+391|112|F|13282.23|1994-11-17|2-HIGH|Clerk#000000256|0|orges thrash fluffil|
+416|41|F|71362.50|1993-09-27|5-LOW|Clerk#000000294|0| the accounts. fluffily bold depo|
+417|55|F|91982.29|1994-02-06|3-MEDIUM|Clerk#000000468|0|ironic, even packages. thinly unusual accounts sleep along the slyly unusual |
+418|95|P|33124.96|1995-04-13|4-NOT SPECIFIED|Clerk#000000643|0|. furiously ironic instruc|
+419|118|O|111597.96|1996-10-01|3-MEDIUM|Clerk#000000376|0|osits. blithely pending theodolites boost carefully|
+420|91|O|198039.23|1995-10-31|4-NOT SPECIFIED|Clerk#000000756|0|leep carefully final excuses. fluffily pending requests unwind carefully above|
+421|40|F|1084.38|1992-02-22|5-LOW|Clerk#000000405|0|egular, even packages according to the final, un|
+422|74|O|106045.89|1997-05-31|4-NOT SPECIFIED|Clerk#000000049|0|aggle carefully across the accounts. regular accounts eat fluffi|
+423|104|O|26981.31|1996-06-01|1-URGENT|Clerk#000000674|0|quests. deposits cajole quickly. furiously bold accounts haggle q|
+448|149|O|114978.03|1995-08-21|3-MEDIUM|Clerk#000000597|0| regular, express foxes use blithely. quic|
+449|97|O|41605.63|1995-07-20|2-HIGH|Clerk#000000841|0|. furiously regular theodolites affix blithely |
+450|49|P|153386.61|1995-03-05|4-NOT SPECIFIED|Clerk#000000293|0|d theodolites. boldly bold foxes since the pack|
+451|100|O|104664.40|1998-05-25|5-LOW|Clerk#000000048|0|nic pinto beans. theodolites poach carefully; |
+452|61|O|2007.48|1997-10-14|1-URGENT|Clerk#000000498|0|t, unusual instructions above the blithely bold pint|
+453|46|O|216826.73|1997-05-26|5-LOW|Clerk#000000504|0|ss foxes. furiously regular ideas sleep according to t|
+454|49|O|23198.24|1995-12-27|5-LOW|Clerk#000000890|0|dolites sleep carefully blithely regular deposits. quickly regul|
+455|13|O|138010.76|1996-12-04|1-URGENT|Clerk#000000796|0| about the final platelets. dependen|
+480|73|F|20530.97|1993-05-08|5-LOW|Clerk#000000004|0|ealthy pinto beans. fluffily regular requests along the special sheaves wake |
+481|31|F|117827.18|1992-10-08|2-HIGH|Clerk#000000230|0|ly final ideas. packages haggle fluffily|
+482|127|O|136634.34|1996-03-26|1-URGENT|Clerk#000000295|0|ts. deposits wake: final acco|
+483|35|O|39793.05|1995-07-11|2-HIGH|Clerk#000000025|0|cross the carefully final e|
+484|55|O|219920.62|1997-01-03|3-MEDIUM|Clerk#000000545|0|grouches use. furiously bold accounts maintain. bold, regular deposits|
+485|101|O|110432.76|1997-03-26|2-HIGH|Clerk#000000105|0| regular ideas nag thinly furiously s|
+486|52|O|185968.15|1996-03-11|4-NOT SPECIFIED|Clerk#000000803|0|riously dolphins. fluffily ironic requ|
+487|109|F|48502.79|1992-08-18|1-URGENT|Clerk#000000086|0|ithely unusual courts eat accordi|
+512|64|P|124661.48|1995-05-20|5-LOW|Clerk#000000814|0|ding requests. carefully express theodolites was quickly. furious|
+513|61|O|63703.92|1995-05-01|2-HIGH|Clerk#000000522|0|regular packages. pinto beans cajole carefully against the even|
+514|76|O|104585.77|1996-04-04|2-HIGH|Clerk#000000094|0| cajole furiously. slyly final excuses cajole. slyly special instructions |
+515|142|F|153720.22|1993-08-29|4-NOT SPECIFIED|Clerk#000000700|0|eposits are furiously furiously silent pinto beans. pending pack|
+516|44|O|10677.86|1998-04-21|2-HIGH|Clerk#000000305|0|lar, unusual platelets are carefully. even courts sleep bold, final pinto bea|
+517|10|O|82197.79|1997-04-07|5-LOW|Clerk#000000359|0|slyly pending deposits cajole quickly packages. furiou|
+518|145|O|223537.09|1998-02-08|2-HIGH|Clerk#000000768|0| the carefully bold accounts. quickly regular excuses are|
+519|64|O|95731.50|1997-10-31|1-URGENT|Clerk#000000985|0|ains doze furiously against the f|
+544|94|F|47627.89|1993-02-17|2-HIGH|Clerk#000000145|0|the special, final accounts. dogged dolphins|
+545|64|O|23476.12|1995-11-07|2-HIGH|Clerk#000000537|0|as. blithely final hockey players about th|
+546|145|O|14790.37|1996-11-01|2-HIGH|Clerk#000000041|0|osits sleep. slyly special dolphins about the q|
+547|100|O|96855.29|1996-06-22|3-MEDIUM|Clerk#000000976|0|ing accounts eat. carefully regular packa|
+548|124|F|99088.75|1994-09-21|1-URGENT|Clerk#000000435|0|arefully express instru|
+549|110|F|141679.41|1992-07-13|1-URGENT|Clerk#000000196|0|ideas alongside of |
+550|25|O|33123.28|1995-08-02|1-URGENT|Clerk#000000204|0|t requests. blithely |
+551|91|O|46355.83|1995-05-30|1-URGENT|Clerk#000000179|0|xpress accounts boost quic|
+576|31|O|18307.45|1997-05-13|3-MEDIUM|Clerk#000000955|0|l requests affix regular requests. final account|
+577|56|F|34768.68|1994-12-19|5-LOW|Clerk#000000154|0| deposits engage stealthil|
+578|94|O|70392.02|1997-01-10|5-LOW|Clerk#000000281|0|e blithely even packages. slyly pending platelets bes|
+579|68|O|120828.12|1998-03-11|2-HIGH|Clerk#000000862|0| regular instructions. blithely even p|
+580|61|O|88219.12|1997-07-05|2-HIGH|Clerk#000000314|0|tegrate fluffily regular accou|
+581|70|O|126066.00|1997-02-23|4-NOT SPECIFIED|Clerk#000000239|0| requests. even requests use slyly. blithely ironic |
+582|50|O|129004.81|1997-10-21|1-URGENT|Clerk#000000378|0|n pinto beans print a|
+583|49|O|127817.38|1997-03-19|3-MEDIUM|Clerk#000000792|0|efully express requests. a|
+608|26|O|62567.99|1996-02-28|3-MEDIUM|Clerk#000000995|0|nic waters wake slyly slyly expre|
+609|127|F|21088.59|1994-06-01|3-MEDIUM|Clerk#000000348|0|- ironic gifts believe furiously ca|
+610|52|O|175142.28|1995-08-02|1-URGENT|Clerk#000000610|0|totes. ironic, unusual packag|
+611|106|F|73907.63|1993-01-27|1-URGENT|Clerk#000000401|0|ounts detect furiously ac|
+612|82|F|145695.42|1992-10-21|3-MEDIUM|Clerk#000000759|0|boost quickly quickly final excuses. final foxes use bravely afte|
+613|139|O|33396.35|1995-06-18|2-HIGH|Clerk#000000172|0|ts hinder among the deposits. fluffily ironic depos|
+614|134|F|218116.21|1992-12-01|2-HIGH|Clerk#000000388|0| deposits! even, daring theodol|
+615|67|F|32890.89|1992-05-09|5-LOW|Clerk#000000388|0|t to promise asymptotes. packages haggle alongside of the fluffil|
+640|97|F|145495.62|1993-01-23|2-HIGH|Clerk#000000433|0|r, unusual accounts boost carefully final ideas. slyly silent theod|
+641|133|F|120626.49|1993-08-30|5-LOW|Clerk#000000175|0|ents cajole furiously about the quickly silent pac|
+642|40|F|22994.51|1993-12-16|3-MEDIUM|Clerk#000000357|0| among the requests wake slyly alongside of th|
+643|58|P|180396.95|1995-03-25|2-HIGH|Clerk#000000354|0|g dependencies. regular accounts |
+644|8|F|201268.06|1992-05-01|1-URGENT|Clerk#000000550|0| blithely unusual platelets haggle ironic, special excuses. excuses unwi|
+645|115|F|234763.73|1994-12-03|2-HIGH|Clerk#000000090|0|quickly daring theodolites across the regu|
+646|52|F|142070.65|1994-11-22|2-HIGH|Clerk#000000203|0|carefully even foxes. fina|
+647|143|O|56449.23|1997-08-07|1-URGENT|Clerk#000000270|0|egular pearls. carefully express asymptotes are. even account|
+672|109|F|89877.09|1994-04-14|5-LOW|Clerk#000000106|0|egular requests are furiously according to |
+673|80|F|21137.08|1994-03-10|1-URGENT|Clerk#000000448|0| special pinto beans use quickly furiously even depende|
+674|34|F|27204.60|1992-08-29|5-LOW|Clerk#000000448|0|ully special deposits. furiously final warhorses affix carefully. fluffily f|
+675|13|O|125188.72|1997-07-31|2-HIGH|Clerk#000000168|0|ffily between the careful|
+676|38|O|163966.67|1996-12-13|2-HIGH|Clerk#000000248|0|the final deposits. special, pending|
+677|124|F|147915.68|1993-11-24|3-MEDIUM|Clerk#000000824|0|uriously special pinto beans cajole carefully. fi|
+678|131|F|135761.05|1993-02-27|5-LOW|Clerk#000000530|0|. blithely final somas about the|
+679|49|O|8945.03|1995-12-15|2-HIGH|Clerk#000000853|0|tealthy, final pinto beans haggle slyly. pending platelets about the special, |
+704|85|O|56210.26|1996-11-21|3-MEDIUM|Clerk#000000682|0|blithely pending platelets wake alongside of the final, iron|
+705|43|O|83773.49|1997-02-13|4-NOT SPECIFIED|Clerk#000000294|0|ithely regular dependencies. express, even packages sleep slyly pending t|
+706|148|O|23973.60|1995-09-09|1-URGENT|Clerk#000000448|0|g the packages. deposits caj|
+707|118|F|58218.35|1994-11-20|3-MEDIUM|Clerk#000000199|0| ideas about the silent, bold deposits nag dolphins|
+708|32|O|100445.59|1998-07-03|3-MEDIUM|Clerk#000000101|0|lphins cajole about t|
+709|37|O|72055.87|1998-04-21|1-URGENT|Clerk#000000461|0|ons alongside of the carefully bold pinto bea|
+710|133|F|208974.42|1993-01-02|5-LOW|Clerk#000000026|0| regular, regular requests boost. fluffily re|
+711|64|F|92484.70|1993-09-23|4-NOT SPECIFIED|Clerk#000000856|0|its. fluffily regular gifts are furi|
+736|47|O|130204.17|1998-06-21|5-LOW|Clerk#000000881|0|refully of the final pi|
+737|121|F|12984.85|1992-04-26|5-LOW|Clerk#000000233|0|ake blithely express, ironic theodolites. blithely special accounts wa|
+738|22|F|114145.18|1993-03-02|4-NOT SPECIFIED|Clerk#000000669|0|ly even foxes. furiously regular accounts cajole ca|
+739|1|O|159171.69|1998-05-31|5-LOW|Clerk#000000900|0| against the slyly ironic packages nag slyly ironic|
+740|44|O|83490.99|1995-07-16|3-MEDIUM|Clerk#000000583|0|courts haggle furiously across the final, regul|
+741|106|O|47985.98|1998-07-07|2-HIGH|Clerk#000000295|0|ic instructions. slyly express instructions solv|
+742|103|F|207632.55|1994-12-23|5-LOW|Clerk#000000543|0|equests? slyly ironic dolphins boost carefully above the blithely|
+743|79|O|23614.89|1996-10-04|4-NOT SPECIFIED|Clerk#000000933|0|eans. furiously ironic deposits sleep carefully carefully qui|
+768|98|O|220636.82|1996-08-20|3-MEDIUM|Clerk#000000411|0|jole slyly ironic packages. slyly even idea|
+769|80|F|43092.76|1993-06-02|3-MEDIUM|Clerk#000000172|0|ggle furiously. ironic packages haggle slyly. bold platelets affix s|
+770|32|O|64271.75|1998-05-23|5-LOW|Clerk#000000572|0|heodolites. furiously special pinto beans cajole pac|
+771|46|O|105302.05|1995-06-17|1-URGENT|Clerk#000000105|0|s. furiously final instructions across the deposit|
+772|97|F|128234.96|1993-04-17|2-HIGH|Clerk#000000430|0|s boost blithely fluffily idle ideas? fluffily even pin|
+773|133|F|146862.27|1993-09-26|3-MEDIUM|Clerk#000000307|0|tions are quickly accounts. accounts use bold, even pinto beans. gifts ag|
+774|80|O|145857.60|1995-12-04|1-URGENT|Clerk#000000883|0|tealthily even depths|
+775|134|F|59455.61|1995-03-18|1-URGENT|Clerk#000000191|0|kly express requests. fluffily silent accounts poach furiously|
+800|56|O|87892.38|1998-07-14|2-HIGH|Clerk#000000213|0|y alongside of the pending packages? final platelets nag fluffily carefu|
+801|118|F|127717.72|1992-02-18|1-URGENT|Clerk#000000186|0|iously from the furiously enticing reques|
+802|137|F|156381.95|1995-01-05|1-URGENT|Clerk#000000516|0|posits. ironic, pending requests cajole. even theodol|
+803|16|O|27629.66|1997-04-29|5-LOW|Clerk#000000260|0|ic instructions. even deposits haggle furiously at the deposits-- regular de|
+804|50|F|94400.43|1993-03-12|3-MEDIUM|Clerk#000000931|0|s. blithely final foxes are about the packag|
+805|127|O|90042.41|1995-07-05|4-NOT SPECIFIED|Clerk#000000856|0|y according to the fluffily |
+806|131|O|26839.16|1996-06-20|2-HIGH|Clerk#000000240|0| the ironic packages wake carefully fina|
+807|145|F|222392.53|1993-11-24|3-MEDIUM|Clerk#000000012|0|refully special tithes. blithely regular accoun|
+832|29|F|68494.08|1992-04-19|5-LOW|Clerk#000000495|0|xes. bravely regular packages sleep up the furiously bold accou|
+833|56|F|49033.69|1994-02-13|3-MEDIUM|Clerk#000000437|0|ts haggle quickly across the slyl|
+834|43|F|46459.92|1994-05-23|3-MEDIUM|Clerk#000000805|0| sleep. quickly even foxes are boldly. slyly express requests use slyly|
+835|65|O|62430.67|1995-10-08|4-NOT SPECIFIED|Clerk#000000416|0|s about the carefully special foxes haggle quickly about the|
+836|70|O|72843.48|1996-11-25|4-NOT SPECIFIED|Clerk#000000729|0|ely bold excuses sleep regular ideas. furiously unusual ideas wake furiou|
+837|116|F|60918.41|1994-06-15|4-NOT SPECIFIED|Clerk#000000563|0|kages sleep slyly above the ironic, final orbits|
+838|17|O|82918.36|1998-01-29|5-LOW|Clerk#000000213|0| slyly around the slyly even|
+839|28|O|70182.63|1995-08-08|1-URGENT|Clerk#000000951|0|the carefully even platelets. furiously unusual fo|
+864|139|O|74710.74|1997-08-17|1-URGENT|Clerk#000000036|0|ly after the slyly regular deposits. express, regular asymptotes nag ca|
+865|4|F|70430.54|1993-05-04|3-MEDIUM|Clerk#000000337|0|. special packages wake after the carefully final accounts. express pinto be|
+866|40|F|4766.19|1992-11-28|3-MEDIUM|Clerk#000000718|0|ins after the even, even accounts nod blithel|
+867|26|F|7471.75|1993-11-16|3-MEDIUM|Clerk#000000877|0|pades nag quickly final, |
+868|104|F|127345.45|1992-06-09|4-NOT SPECIFIED|Clerk#000000782|0|onic theodolites print carefully. blithely dogge|
+869|136|O|58932.19|1997-01-12|2-HIGH|Clerk#000000245|0|ar sheaves are slowly. slyly even attainments boost theodolites. furiously|
+870|34|F|40492.37|1993-06-20|4-NOT SPECIFIED|Clerk#000000123|0|blithely ironic ideas nod. sly, r|
+871|16|O|172861.58|1995-11-15|5-LOW|Clerk#000000882|0|oss the ironic theodolites.|
+896|2|F|169847.63|1993-03-09|1-URGENT|Clerk#000000187|0|inal packages eat blithely according to the warhorses. furiously quiet de|
+897|49|P|57697.44|1995-03-20|1-URGENT|Clerk#000000316|0| wake quickly against |
+898|55|F|101020.75|1993-06-03|2-HIGH|Clerk#000000611|0|. unusual pinto beans haggle quickly across |
+899|109|O|125562.09|1998-04-08|5-LOW|Clerk#000000575|0|rts engage carefully final theodolites.|
+900|46|F|120073.51|1994-10-01|4-NOT SPECIFIED|Clerk#000000060|0| fluffily express deposits nag furiousl|
+901|13|O|81826.12|1998-07-21|4-NOT SPECIFIED|Clerk#000000929|0|lyly even foxes are furious, silent requests. requests about the quickly |
+902|10|F|37348.62|1994-07-27|4-NOT SPECIFIED|Clerk#000000811|0|yly final requests over the furiously regula|
+903|11|O|109351.87|1995-07-07|4-NOT SPECIFIED|Clerk#000000793|0|e slyly about the final pl|
+928|67|F|228136.49|1995-03-02|5-LOW|Clerk#000000450|0|ithely express pinto beans. |
+929|83|F|109301.02|1992-10-02|2-HIGH|Clerk#000000160|0|its. furiously even foxes affix carefully finally silent accounts. express req|
+930|131|F|199102.23|1994-12-17|1-URGENT|Clerk#000000004|0| accounts nag slyly. ironic, ironic accounts wake blithel|
+931|103|F|117909.23|1992-12-07|1-URGENT|Clerk#000000881|0|ss packages haggle furiously express, regular deposits. even, e|
+932|41|O|40234.50|1997-05-16|2-HIGH|Clerk#000000218|0|ly express instructions boost furiously reg|
+933|97|F|71349.30|1992-08-05|4-NOT SPECIFIED|Clerk#000000752|0|ial courts wake permanently against the furiously regular ideas. unusual |
+934|52|O|17213.59|1996-07-03|1-URGENT|Clerk#000000229|0|ts integrate carefully. sly, regular deposits af|
+935|50|O|97733.87|1997-09-24|5-LOW|Clerk#000000180|0|iously final deposits cajole. blithely even packages |
+960|35|F|63537.13|1994-09-21|3-MEDIUM|Clerk#000000120|0|regular accounts. requests|
+961|56|P|158893.16|1995-06-04|4-NOT SPECIFIED|Clerk#000000720|0|ons nag furiously among the quickl|
+962|37|F|98258.73|1994-05-06|5-LOW|Clerk#000000463|0|ments nag deposits. fluffily ironic a|
+963|26|F|53287.25|1994-05-26|3-MEDIUM|Clerk#000000497|0|uses haggle carefully. slyly even dependencies after the packages ha|
+964|76|O|131146.47|1995-05-20|3-MEDIUM|Clerk#000000657|0|print blithely ironic, careful theodolit|
+965|70|P|41758.44|1995-05-15|5-LOW|Clerk#000000218|0|iously special packages. slyly pending requests are carefully |
+966|14|O|120516.93|1998-04-30|2-HIGH|Clerk#000000239|0|special deposits. furious|
+967|110|F|179287.95|1992-06-21|3-MEDIUM|Clerk#000000167|0|excuses engage quickly bold dep|
+992|55|O|133665.12|1997-11-11|3-MEDIUM|Clerk#000000875|0|ts. regular pinto beans thrash carefully sl|
+993|80|O|198238.65|1995-09-10|3-MEDIUM|Clerk#000000894|0|quickly express accounts among the furiously bol|
+994|2|F|41433.48|1994-04-20|5-LOW|Clerk#000000497|0|ole. slyly bold excuses nag caref|
+995|116|P|135157.92|1995-05-31|3-MEDIUM|Clerk#000000439|0|deas. blithely final deposits play. express accounts wake blithely caref|
+996|71|O|47447.63|1997-12-29|1-URGENT|Clerk#000000497|0|arefully final packages into the slyly final requests affix blit|
+997|109|O|27561.82|1997-05-19|2-HIGH|Clerk#000000651|0|ly express depths. furiously final requests haggle furiously. carefu|
+998|32|F|65269.38|1994-11-26|4-NOT SPECIFIED|Clerk#000000956|0|ronic dolphins. ironic, bold ideas haggle furiously furious|
+999|61|F|145249.13|1993-09-05|5-LOW|Clerk#000000464|0|pitaphs sleep. regular accounts use. f|
+1024|4|O|176084.63|1997-12-23|5-LOW|Clerk#000000903|0| blithely. even, express theodolites cajole slyly across|
+1025|103|F|82034.03|1995-05-05|2-HIGH|Clerk#000000376|0|ross the slyly final pa|
+1026|73|O|36464.76|1997-06-04|5-LOW|Clerk#000000223|0|s wake blithely. special acco|
+1027|128|F|112770.89|1992-06-03|3-MEDIUM|Clerk#000000241|0|equests cajole. slyly final pinto bean|
+1028|70|F|153864.67|1994-01-01|2-HIGH|Clerk#000000131|0|ts are. final, silent deposits are among the fl|
+1029|130|F|47440.91|1994-06-21|2-HIGH|Clerk#000000700|0|quests sleep. slyly even foxes wake quickly final theodolites. clo|
+1030|134|F|16346.94|1994-06-15|5-LOW|Clerk#000000422|0|ully ironic accounts sleep carefully. requests are carefully alongside of the |
+1031|4|F|128024.71|1994-09-01|3-MEDIUM|Clerk#000000448|0|s; ironic theodolites along the carefully ex|
+1056|28|F|38446.39|1995-02-11|1-URGENT|Clerk#000000125|0|t, even deposits hang about the slyly special i|
+1057|76|F|108107.42|1992-02-20|1-URGENT|Clerk#000000124|0|cuses dazzle carefully careful, ironic pinto beans. carefully even theod|
+1058|53|F|89359.11|1993-04-26|3-MEDIUM|Clerk#000000373|0|kly pending courts haggle. blithely regular sheaves integrate carefully fi|
+1059|127|F|198360.22|1994-02-27|1-URGENT|Clerk#000000104|0|en accounts. carefully bold packages cajole daringly special depende|
+1060|140|F|121994.04|1993-02-21|3-MEDIUM|Clerk#000000989|0|l platelets sleep quickly slyly special requests. furiously |
+1061|103|O|166947.75|1998-05-15|5-LOW|Clerk#000000576|0|uests sleep at the packages. fur|
+1062|106|O|39805.04|1997-01-15|1-URGENT|Clerk#000000152|0|eposits use blithely |
+1063|37|F|41392.31|1994-04-02|2-HIGH|Clerk#000000024|0|deposits nag quickly regular deposits. quickl|
+1088|148|F|47120.41|1992-05-21|5-LOW|Clerk#000000347|0|counts are blithely. platelets print. carefully |
+1089|49|O|103192.74|1996-05-04|4-NOT SPECIFIED|Clerk#000000226|0|ns haggle ruthlessly. even requests are quickly abov|
+1090|19|O|32929.30|1997-11-15|2-HIGH|Clerk#000000300|0| furiously regular platelets haggle along the slyly unusual foxes! |
+1091|83|O|35795.22|1996-08-27|1-URGENT|Clerk#000000549|0| even pinto beans haggle quickly alongside of the eve|
+1092|124|P|85552.21|1995-03-04|3-MEDIUM|Clerk#000000006|0|re quickly along the blithe|
+1093|101|O|79189.58|1997-07-31|4-NOT SPECIFIED|Clerk#000000159|0| after the carefully ironic requests. carefully ironic packages wake fluffil|
+1094|145|O|9006.25|1997-12-24|3-MEDIUM|Clerk#000000570|0|beans affix furiously about the pending, even deposits. finally pendi|
+1095|145|O|178491.24|1995-08-22|3-MEDIUM|Clerk#000000709|0|sly bold requests cajole carefully according to|
+1120|140|O|107958.62|1997-11-07|3-MEDIUM|Clerk#000000319|0|lly special requests. slyly pending platelets are quickly pending requ|
+1121|29|O|241837.88|1997-01-13|3-MEDIUM|Clerk#000000541|0|r escapades. deposits above the fluffily bold requests hag|
+1122|121|O|179747.47|1997-01-10|1-URGENT|Clerk#000000083|0|uffily carefully final theodolites. furiously express packages affix|
+1123|73|O|93259.93|1996-08-03|3-MEDIUM|Clerk#000000929|0|uriously pending requests. slyly regular instruction|
+1124|80|O|141858.97|1998-07-30|5-LOW|Clerk#000000326|0|regular pinto beans along the fluffily silent packages|
+1125|25|F|80438.38|1994-10-27|2-HIGH|Clerk#000000510|0|ithely final requests. i|
+1126|145|O|59982.31|1998-01-28|4-NOT SPECIFIED|Clerk#000000928|0|d slyly regular ideas: special ideas believe slyly. slyly ironic sheaves w|
+1127|58|O|103320.91|1995-09-19|4-NOT SPECIFIED|Clerk#000000397|0|usly silent, regular pinto beans. blithely express requests boos|
+1152|49|F|51775.54|1994-08-14|4-NOT SPECIFIED|Clerk#000000496|0|equests. deposits ab|
+1153|121|O|220727.97|1996-04-18|5-LOW|Clerk#000000059|0| across the pending deposi|
+1154|37|F|192417.85|1992-02-15|1-URGENT|Clerk#000000268|0|old asymptotes are special requests. blithely even deposits sleep furiously|
+1155|149|O|126902.81|1997-10-06|2-HIGH|Clerk#000000164|0|c deposits haggle among the ironic, even requests. carefully ironic sheaves n|
+1156|133|O|217682.81|1996-10-19|1-URGENT|Clerk#000000200|0| blithely ironic dolphins. furiously pendi|
+1157|97|O|85394.06|1998-01-14|4-NOT SPECIFIED|Clerk#000000207|0|out the regular excuses boost carefully against the furio|
+1158|142|O|31075.51|1996-06-30|2-HIGH|Clerk#000000549|0|integrate slyly furiously ironic deposit|
+1159|70|F|55553.68|1992-09-18|3-MEDIUM|Clerk#000000992|0|ts may sleep. requests according to the|
+1184|89|O|39700.29|1997-10-26|5-LOW|Clerk#000000777|0|iously even packages haggle fluffily care|
+1185|74|F|47033.21|1992-08-24|5-LOW|Clerk#000000344|0| even escapades are. package|
+1186|59|O|82026.18|1996-08-15|4-NOT SPECIFIED|Clerk#000000798|0|ingly regular pinto beans: instructi|
+1187|134|F|85948.02|1992-11-20|3-MEDIUM|Clerk#000000047|0|s after the furiously final deposits boost slyly under the|
+1188|20|O|54655.07|1996-04-11|2-HIGH|Clerk#000000256|0|ully ironic deposits. slyl|
+1189|46|F|71017.99|1994-04-09|1-URGENT|Clerk#000000243|0|f the even accounts. courts print blithely ironic accounts. sile|
+1190|13|O|31043.39|1997-03-16|5-LOW|Clerk#000000575|0|ccounts above the foxes integrate carefully after the |
+1191|112|O|28623.04|1995-11-07|3-MEDIUM|Clerk#000000011|0|uests nag furiously. carefully even requests|
+1216|122|F|68056.57|1992-12-07|5-LOW|Clerk#000000918|0|nal foxes around the e|
+1217|7|F|40982.08|1992-04-26|4-NOT SPECIFIED|Clerk#000000538|0| foxes nag quickly. ironic excuses nod. blithely pending|
+1218|10|F|99834.47|1994-06-20|4-NOT SPECIFIED|Clerk#000000994|0|s cajole. special, silent deposits about the theo|
+1219|28|O|10163.56|1995-10-05|3-MEDIUM|Clerk#000000800|0|od carefully. slyly final dependencies across the even fray|
+1220|49|O|122157.14|1996-08-29|1-URGENT|Clerk#000000712|0|inal theodolites wake. fluffily ironic asymptotes cajol|
+1221|14|F|117397.16|1992-04-19|4-NOT SPECIFIED|Clerk#000000852|0| detect against the silent, even deposits. carefully ironic|
+1222|10|F|47623.94|1993-02-05|3-MEDIUM|Clerk#000000811|0|theodolites use quickly even accounts. carefully final asympto|
+1223|10|O|26714.67|1996-05-25|4-NOT SPECIFIED|Clerk#000000238|0|posits was blithely fr|
+1248|49|F|210713.88|1992-01-02|1-URGENT|Clerk#000000890|0|t the carefully regular dugouts. s|
+1249|149|F|45889.09|1994-01-05|1-URGENT|Clerk#000000095|0|al ideas sleep above the pending pin|
+1250|37|F|12907.62|1992-09-29|4-NOT SPECIFIED|Clerk#000000652|0|ts after the fluffily pending instructions use slyly about the s|
+1251|38|O|109536.55|1997-10-30|1-URGENT|Clerk#000000276|0|, brave sauternes. deposits boost fluffily.|
+1252|149|O|93403.05|1997-08-04|5-LOW|Clerk#000000348|0|ng the slyly regular excuses. special courts nag furiously blithely e|
+1253|115|F|92730.74|1993-01-26|1-URGENT|Clerk#000000775|0| requests sleep furiously even foxes. ruthless packag|
+1254|70|O|94649.25|1995-12-22|1-URGENT|Clerk#000000607|0| pinto beans. carefully regular request|
+1255|122|F|62518.31|1994-05-30|4-NOT SPECIFIED|Clerk#000000798|0|ct slyly regular accounts. quick|
+1280|97|F|91664.85|1993-01-11|5-LOW|Clerk#000000160|0|posits thrash quickly after the theodolites. furiously iro|
+1281|62|F|165454.51|1994-12-11|1-URGENT|Clerk#000000430|0|counts. carefully pending accounts eat |
+1282|116|F|61297.42|1992-02-29|4-NOT SPECIFIED|Clerk#000000168|0|he quickly special packages. furiously final re|
+1283|118|O|202623.92|1996-08-30|4-NOT SPECIFIED|Clerk#000000260|0| pinto beans boost slyly ac|
+1284|134|O|106122.38|1996-01-07|2-HIGH|Clerk#000000492|0|s. blithely silent deposits s|
+1285|11|F|139124.72|1992-06-01|1-URGENT|Clerk#000000423|0|cial deposits cajole after the ironic requests. p|
+1286|109|F|207291.83|1993-05-14|4-NOT SPECIFIED|Clerk#000000939|0| deposits use carefully from the excuses. slyly bold p|
+1287|19|F|131432.42|1994-07-05|2-HIGH|Clerk#000000288|0|ly ironic dolphins integrate furiously among the final packages. st|
+1312|112|F|58111.00|1994-05-19|3-MEDIUM|Clerk#000000538|0|n, express accounts across the ironic|
+1313|148|F|46598.65|1994-09-13|1-URGENT|Clerk#000000774|0|ld accounts. regular deposits cajole. ironically pending theodolites use car|
+1314|143|F|56207.66|1994-05-13|3-MEDIUM|Clerk#000000485|0|ickly blithe packages nod ideas. furiously bold braids boost around the car|
+1315|22|O|121935.23|1998-03-22|5-LOW|Clerk#000000840|0|final theodolites alongside of the carefu|
+1316|16|F|163746.47|1993-12-03|1-URGENT|Clerk#000000857|0|ully bold theodolites? pending, bold pin|
+1317|100|P|139714.71|1995-05-19|2-HIGH|Clerk#000000373|0|sts. furiously special deposits lose fur|
+1318|128|O|81663.65|1998-06-27|3-MEDIUM|Clerk#000000581|0|s hang bold requests. pending, re|
+1319|32|O|31103.83|1996-09-27|2-HIGH|Clerk#000000257|0|y across the ruthlessly ironic accounts. unusu|
+1344|17|F|43809.37|1992-04-16|5-LOW|Clerk#000000178|0|omise close, silent requests. pending theodolites boost pending |
+1345|95|F|111207.93|1992-10-28|5-LOW|Clerk#000000447|0| regular tithes. quickly fluffy de|
+1346|76|F|171975.62|1992-06-18|2-HIGH|Clerk#000000374|0|ges sleep quickly-- even pint|
+1347|41|O|173444.60|1997-06-20|5-LOW|Clerk#000000977|0|he furiously even foxes use carefully express req|
+1348|19|O|94135.77|1998-04-18|5-LOW|Clerk#000000206|0|tly. quickly even deposi|
+1349|64|O|46376.09|1997-10-26|1-URGENT|Clerk#000000543|0|yly! blithely special theodolites cajole. unusual, reg|
+1350|52|F|49305.98|1993-08-24|1-URGENT|Clerk#000000635|0|iously about the blithely special a|
+1351|106|O|24637.96|1998-04-20|1-URGENT|Clerk#000000012|0| cajole. regular, special re|
+1376|47|O|23984.88|1997-05-04|4-NOT SPECIFIED|Clerk#000000730|0|der furiously final, final frets. carefull|
+1377|20|O|108334.30|1998-04-24|4-NOT SPECIFIED|Clerk#000000625|0|lly across the blithely express accounts. ironic excuses promise carefully de|
+1378|20|O|118495.12|1996-03-09|4-NOT SPECIFIED|Clerk#000000705|0| furiously even tithes cajole slyly among the quick|
+1379|65|O|84627.76|1998-05-25|5-LOW|Clerk#000000861|0|y deposits are caref|
+1380|137|O|94969.41|1996-07-07|3-MEDIUM|Clerk#000000969|0|inal deposits wake slyly daringly even requests. bold, even foxe|
+1381|127|O|58212.22|1998-05-25|3-MEDIUM|Clerk#000000107|0|even requests breach after the bold, ironic instructions. slyly even|
+1382|133|F|173522.71|1993-08-17|5-LOW|Clerk#000000241|0|fully final packages sl|
+1383|121|F|34797.72|1993-04-27|2-HIGH|Clerk#000000785|0|ts. express requests sleep blithel|
+1408|55|O|183965.61|1997-12-26|4-NOT SPECIFIED|Clerk#000000942|0|t the quickly final asymptotes. unusual|
+1409|143|F|72440.52|1992-12-31|4-NOT SPECIFIED|Clerk#000000065|0|ructions. furiously unusual excuses are regular, unusual theodolites. fin|
+1410|113|O|114879.19|1997-04-12|5-LOW|Clerk#000000123|0|iously along the bravely regular dolphins. pinto beans cajole furiously sp|
+1411|95|F|164462.61|1994-12-21|2-HIGH|Clerk#000000566|0|s. furiously special excuses across the pending pinto beans haggle sp|
+1412|53|F|78676.54|1993-03-13|4-NOT SPECIFIED|Clerk#000000083|0|uffily daring theodolit|
+1413|91|O|75733.58|1997-06-14|3-MEDIUM|Clerk#000000342|0|, ironic instructions. carefully even packages dazzle|
+1414|77|O|38057.81|1995-08-16|1-URGENT|Clerk#000000883|0|ccounts. ironic foxes haggle car|
+1415|79|F|24654.79|1994-05-29|4-NOT SPECIFIED|Clerk#000000601|0|rays. blithely final ideas affix quickl|
+1440|98|O|50201.16|1995-08-10|5-LOW|Clerk#000000956|0| pending requests. closely s|
+1441|122|O|156477.94|1997-03-06|4-NOT SPECIFIED|Clerk#000000156|0|ter the excuses. ironic dependencies m|
+1442|112|F|7108.12|1994-07-05|4-NOT SPECIFIED|Clerk#000000935|0|nal pinto beans. slyly ironic ideas cajol|
+1443|44|O|44672.03|1996-12-16|5-LOW|Clerk#000000185|0|x blithely against the carefully final somas. even asymptotes are. quickly spe|
+1444|134|F|207907.60|1994-12-06|3-MEDIUM|Clerk#000000783|0|ove the bold accounts cajole fluffily about|
+1445|115|F|154653.32|1995-01-10|3-MEDIUM|Clerk#000000211|0|even packages wake fluffily |
+1446|41|O|27663.16|1998-02-16|5-LOW|Clerk#000000274|0|lly regular notornis above the requests sleep final accounts! |
+1447|91|F|108171.38|1992-10-15|2-HIGH|Clerk#000000880|0|inly against the blithely pending excuses. regular, pe|
+1472|149|O|65331.05|1996-10-06|5-LOW|Clerk#000000303|0|y special dolphins around the final dependencies wake quick|
+1473|94|O|80624.38|1997-03-17|3-MEDIUM|Clerk#000000960|0|furiously close accoun|
+1474|70|F|51697.18|1995-01-09|1-URGENT|Clerk#000000438|0|detect quickly above the carefully even |
+1475|5|O|185496.66|1997-11-12|2-HIGH|Clerk#000000972|0|cally final packages boost. blithely ironic packa|
+1476|145|O|18795.62|1996-06-27|2-HIGH|Clerk#000000673|0|ding accounts hinder alongside of the quickly pending requests. fluf|
+1477|76|O|231831.35|1997-08-24|5-LOW|Clerk#000000612|0|ly bold foxes. final ideas would cajo|
+1478|50|O|20791.50|1997-08-03|2-HIGH|Clerk#000000827|0|lessly. carefully express|
+1479|16|O|31471.04|1995-12-16|4-NOT SPECIFIED|Clerk#000000697|0|he furiously even foxes. thinly bold deposits|
+1504|2|F|89399.40|1992-08-28|3-MEDIUM|Clerk#000000381|0|, brave deposits. bold de|
+1505|37|F|55892.35|1992-08-21|2-HIGH|Clerk#000000544|0|s. slyly ironic packages cajole. carefully regular packages haggle |
+1506|148|F|195844.84|1992-09-21|3-MEDIUM|Clerk#000000620|0| dependencies. accounts affix blithely slowly unusual deposits. slyly regular |
+1507|121|F|96166.92|1993-10-14|3-MEDIUM|Clerk#000000305|0|stealthy, ironic de|
+1508|103|O|151282.65|1998-04-10|5-LOW|Clerk#000000117|0| after the furiously regular pinto beans hang slyly quickly ironi|
+1509|64|F|180455.98|1993-07-08|5-LOW|Clerk#000000770|0|the regular ideas. regul|
+1510|53|O|154590.05|1996-09-17|5-LOW|Clerk#000000128|0|ld carefully. furiously final asymptotes haggle furiously|
+1511|79|O|59651.38|1996-12-22|4-NOT SPECIFIED|Clerk#000000386|0|ts above the depend|
+1536|94|O|5184.26|1997-01-26|3-MEDIUM|Clerk#000000117|0|ges are! furiously final deposits cajole iron|
+1537|109|F|108317.51|1992-02-15|4-NOT SPECIFIED|Clerk#000000862|0|g to the even deposits. ironic, final packages |
+1538|29|O|179554.41|1995-06-18|4-NOT SPECIFIED|Clerk#000000258|0| instructions. regular theod|
+1539|112|F|39612.63|1995-03-10|5-LOW|Clerk#000000840|0|nstructions boost pa|
+1540|16|F|128014.15|1992-08-05|2-HIGH|Clerk#000000927|0|r ideas hinder blithe|
+1541|94|P|47286.32|1995-05-18|1-URGENT|Clerk#000000906|0|y. slyly ironic warhorses around the furiously regul|
+1542|143|F|132972.24|1993-09-15|3-MEDIUM|Clerk#000000435|0|t the furiously close deposits do was f|
+1543|52|O|139047.22|1997-02-20|1-URGENT|Clerk#000000398|0|unts. furiously pend|
+1568|17|O|76119.72|1997-01-30|4-NOT SPECIFIED|Clerk#000000554|0|d notornis. carefully |
+1569|104|O|87803.55|1998-04-02|5-LOW|Clerk#000000786|0|orbits. fluffily even decoys serve blithely. furiously furious realms nag acro|
+1570|124|O|35589.57|1998-03-16|1-URGENT|Clerk#000000745|0|pinto beans haggle furiousl|
+1571|103|F|151404.78|1992-12-05|2-HIGH|Clerk#000000565|0|ously furiously bold warthogs. slyly ironic instructions are quickly a|
+1572|11|O|47232.79|1996-02-24|2-HIGH|Clerk#000000994|0|fluffily ironic accounts haggle blithely final platelets! slyly regular foxes|
+1573|148|F|86918.57|1992-12-28|2-HIGH|Clerk#000000940|0|ess, ironic deposits use along the carefu|
+1574|134|O|179923.54|1996-12-12|3-MEDIUM|Clerk#000000809|0| ideas hinder after the carefully unusual |
+1575|145|O|197031.52|1995-09-13|3-MEDIUM|Clerk#000000497|0|. furiously regular dep|
+1600|94|F|130515.61|1993-03-03|3-MEDIUM|Clerk#000000627|0|tions cajole quietly above the regular, silent requests. slyly fin|
+1601|53|F|73962.95|1994-08-27|5-LOW|Clerk#000000469|0|ent deposits are ca|
+1602|1|F|4225.26|1993-08-05|5-LOW|Clerk#000000660|0|deposits. busily silent instructions haggle furiously. fin|
+1603|2|F|29305.47|1993-07-31|4-NOT SPECIFIED|Clerk#000000869|0|s. slyly silent deposits boo|
+1604|113|F|107139.29|1993-07-17|5-LOW|Clerk#000000512|0|lithely silent waters. blithely unusual packages alongside |
+1605|58|O|130687.64|1998-04-24|4-NOT SPECIFIED|Clerk#000000616|0|sleep furiously? ruthless, even pinto beans |
+1606|53|O|115877.40|1997-04-17|4-NOT SPECIFIED|Clerk#000000550|0|r requests. quickly even platelets breach before the ironically|
+1607|149|O|166335.03|1995-12-16|2-HIGH|Clerk#000000498|0| bold, pending foxes haggle. slyly silent |
+1632|67|O|183286.33|1997-01-08|3-MEDIUM|Clerk#000000351|0|onic requests are accounts. bold a|
+1633|16|O|52359.51|1995-10-14|2-HIGH|Clerk#000000666|0|y silent accounts sl|
+1634|70|O|145898.47|1996-09-10|1-URGENT|Clerk#000000360|0|arefully blithely ironic requests. slyly unusual instructions alongside|
+1635|4|O|70232.26|1997-02-13|3-MEDIUM|Clerk#000000958|0|s. slyly ironic requests affix slyly |
+1636|79|O|172021.87|1997-06-17|3-MEDIUM|Clerk#000000457|0|ding requests. slyly ironic courts wake quickl|
+1637|73|F|180912.15|1995-02-08|4-NOT SPECIFIED|Clerk#000000189|0| final accounts. blithely silent ideas cajole bravely. carefully express |
+1638|139|O|172436.30|1997-08-13|2-HIGH|Clerk#000000643|0|he fluffily regular asymp|
+1639|5|O|104166.56|1995-08-20|4-NOT SPECIFIED|Clerk#000000939|0|haggle furiously. final requests detect furious|
+1664|64|O|178060.22|1996-03-03|1-URGENT|Clerk#000000090|0|y quickly even asymptotes. furiously regular packages haggle quickly fin|
+1665|76|F|4819.91|1994-05-08|2-HIGH|Clerk#000000920|0|ly regular packages are fluffily even ideas. fluffily final|
+1666|95|O|128367.97|1995-10-18|1-URGENT|Clerk#000000849|0|ffily pending dependencies wake fluffily. pending, final accounts |
+1667|5|O|125030.37|1997-10-10|2-HIGH|Clerk#000000103|0|e accounts. slyly express accounts must are a|
+1668|142|O|137576.19|1997-07-12|4-NOT SPECIFIED|Clerk#000000148|0|eodolites. carefully dogged dolphins haggle q|
+1669|2|O|24362.39|1997-06-09|3-MEDIUM|Clerk#000000663|0|er ironic requests detect furiously blithely sp|
+1670|25|O|89999.72|1997-05-24|2-HIGH|Clerk#000000320|0|unusual dependencies. furiously special platelets main|
+1671|35|O|104391.11|1996-07-27|4-NOT SPECIFIED|Clerk#000000275|0|ly. slyly pending requests was above the |
+1696|4|O|102665.03|1998-01-08|4-NOT SPECIFIED|Clerk#000000041|0|bravely bold accounts above the quickly bold|
+1697|76|O|122621.31|1996-10-07|1-URGENT|Clerk#000000815|0|o x-ray blithely. pl|
+1698|40|O|141118.87|1997-04-23|2-HIGH|Clerk#000000432|0|slyly. carefully express deposit|
+1699|85|F|66408.29|1993-12-30|1-URGENT|Clerk#000000125|0|jole blithely. furiously un|
+1700|65|O|89143.36|1996-06-15|3-MEDIUM|Clerk#000000328|0|ely final dolphins wake sometimes above the quietly regular deposits. fur|
+1701|130|F|72835.95|1992-05-19|2-HIGH|Clerk#000000395|0|furiously. regular, close theodoli|
+1702|67|P|194119.31|1995-05-07|2-HIGH|Clerk#000000300|0|around the carefully final deposits cajole carefully according to the b|
+1703|134|F|121220.59|1993-01-28|3-MEDIUM|Clerk#000000463|0| pinto beans poach. bold courts boost. regular, express deposits at|
+1728|64|O|131604.34|1996-05-22|2-HIGH|Clerk#000000711|0|beans. slyly regular instructions sleep! slyly final packages|
+1729|133|F|12137.76|1992-05-19|2-HIGH|Clerk#000000158|0|pending foxes wake. accounts|
+1730|124|O|150886.49|1998-07-24|5-LOW|Clerk#000000794|0| fluffily pending deposits serve. furiously even requests wake furiou|
+1731|128|O|190490.78|1996-01-06|1-URGENT|Clerk#000000268|0|lithely regular, final instructions. ironic, express packages are above|
+1732|146|F|179854.51|1993-11-29|5-LOW|Clerk#000000903|0|inal requests integrate dolph|
+1733|148|O|165489.52|1996-05-12|2-HIGH|Clerk#000000789|0|e carefully according to the accounts. furiously pending instructions sleep|
+1734|7|F|44002.53|1994-06-11|2-HIGH|Clerk#000000722|0| final ideas haggle. blithely quick foxes sleep busily bold ideas. i|
+1735|22|F|98541.95|1992-12-27|1-URGENT|Clerk#000000458|0|ully idle requests wake qu|
+1760|115|O|82151.12|1996-05-17|5-LOW|Clerk#000000917|0| deposits. busily regular deposits wake blithely along the furiously even re|
+1761|106|F|211925.95|1993-12-24|2-HIGH|Clerk#000000817|0|efully slyly bold frets. packages boost b|
+1762|77|F|202227.17|1994-08-20|4-NOT SPECIFIED|Clerk#000000653|0|ly ironic packages. furi|
+1763|121|O|140685.01|1996-10-29|2-HIGH|Clerk#000000321|0|es. bold dependencies haggle furiously along |
+1764|29|F|47384.71|1992-03-25|1-URGENT|Clerk#000000182|0|. slyly final packages integrate carefully acro|
+1765|73|O|36551.43|1995-12-03|4-NOT SPECIFIED|Clerk#000000490|0| regular excuses wake slyly|
+1766|139|O|41032.81|1996-10-12|2-HIGH|Clerk#000000983|0|unusual deposits affix quickly beyond the carefully s|
+1767|25|P|136582.60|1995-03-14|2-HIGH|Clerk#000000327|0|eposits use carefully carefully regular platelets. quickly regular packages al|
+1792|49|F|107919.86|1993-11-09|5-LOW|Clerk#000000102|0|ructions haggle along the pending packages. carefully speci|
+1793|19|F|82504.56|1992-07-12|4-NOT SPECIFIED|Clerk#000000291|0|regular packages cajole. blithely special packages according to the final d|
+1794|140|O|179462.21|1997-09-28|1-URGENT|Clerk#000000686|0|ally silent pinto beans. regular package|
+1795|94|F|146849.33|1994-03-19|2-HIGH|Clerk#000000815|0| quickly final packages! blithely dogged accounts c|
+1796|47|F|33755.47|1992-11-21|2-HIGH|Clerk#000000245|0|eans use furiously around th|
+1797|125|O|51494.47|1996-05-07|3-MEDIUM|Clerk#000000508|0|quiet platelets haggle since the quickly ironic instructi|
+1798|52|O|46393.97|1997-07-28|1-URGENT|Clerk#000000741|0|al foxes are blithe|
+1799|61|F|46815.93|1994-03-07|4-NOT SPECIFIED|Clerk#000000339|0|ns sleep furiously final waters. blithely regular instructions h|
+1824|49|F|81351.53|1994-05-05|1-URGENT|Clerk#000000972|0|e blithely fluffily|
+1825|148|F|150582.77|1993-12-05|3-MEDIUM|Clerk#000000345|0|ironic, final accou|
+1826|82|F|124719.97|1992-04-16|4-NOT SPECIFIED|Clerk#000000718|0|the even asymptotes dazzle fluffily slyly regular asymptotes. final, unu|
+1827|106|O|210113.88|1996-06-22|4-NOT SPECIFIED|Clerk#000000369|0|luffily even requests haggle sly|
+1828|32|F|137369.50|1994-04-18|3-MEDIUM|Clerk#000000840|0|y quickly bold packag|
+1829|112|F|127532.20|1994-05-08|2-HIGH|Clerk#000000537|0| accounts wake above the furiously unusual requests. pending package|
+1830|133|F|85122.24|1995-02-23|1-URGENT|Clerk#000000045|0|according to the even,|
+1831|71|F|58032.77|1993-12-02|1-URGENT|Clerk#000000854|0| accounts. carefully even accounts boost furiously. regular ideas engage. |
+1856|106|F|189361.42|1992-03-20|4-NOT SPECIFIED|Clerk#000000952|0|. special pinto beans run acr|
+1857|133|F|102793.59|1993-01-13|2-HIGH|Clerk#000000083|0|hely final ideas slee|
+1858|143|O|30457.91|1997-12-13|1-URGENT|Clerk#000000389|0|thely. slyly final deposits sleep|
+1859|61|O|105094.09|1997-04-11|4-NOT SPECIFIED|Clerk#000000949|0| the foxes. bravely special excuses nag carefully special r|
+1860|10|O|9103.40|1996-04-04|3-MEDIUM|Clerk#000000556|0|osits. quickly bold deposits according to |
+1861|70|F|95063.41|1994-01-03|3-MEDIUM|Clerk#000000847|0|r the fluffily close sauternes. furio|
+1862|34|O|97981.06|1998-02-24|5-LOW|Clerk#000000348|0|ts snooze ironically abou|
+1863|74|F|96359.65|1993-09-23|4-NOT SPECIFIED|Clerk#000000658|0|old sentiments. careful, |
+1888|121|F|224724.11|1993-10-31|4-NOT SPECIFIED|Clerk#000000659|0|olites. pinto beans cajole. regular deposits affix. slyly regular|
+1889|25|O|96431.77|1997-03-16|1-URGENT|Clerk#000000854|0|p around the regular notornis. unusual deposits|
+1890|10|O|202364.58|1996-12-18|4-NOT SPECIFIED|Clerk#000000627|0|romise final, regular deposits. regular fox|
+1891|61|F|76848.96|1994-12-15|5-LOW|Clerk#000000495|0|unusual foxes sleep regular deposits. requests wake special pac|
+1892|25|F|133273.64|1994-03-26|5-LOW|Clerk#000000733|0|sts. slyly regular dependencies use slyly. ironic, spec|
+1893|125|O|116792.13|1997-10-30|2-HIGH|Clerk#000000111|0|olites. silent, special deposits eat slyly quickly express packages; hockey p|
+1894|76|F|44387.23|1992-03-30|1-URGENT|Clerk#000000626|0|e furiously. furiously even accounts are slyly final accounts. closely speci|
+1895|7|F|44429.81|1994-05-30|3-MEDIUM|Clerk#000000878|0|ress accounts. bold accounts cajole. slyly final pinto beans poach regul|
+1920|110|O|119605.91|1998-06-24|5-LOW|Clerk#000000018|0|hely; furiously regular excuses|
+1921|88|F|57584.12|1994-01-18|3-MEDIUM|Clerk#000000293|0|counts. slyly quiet requests along the ruthlessly regular accounts are |
+1922|56|O|11575.77|1996-07-13|3-MEDIUM|Clerk#000000984|0|side of the blithely final re|
+1923|136|O|171128.10|1997-07-07|1-URGENT|Clerk#000000471|0| express dolphins. |
+1924|76|O|169756.19|1996-09-07|4-NOT SPECIFIED|Clerk#000000823|0| of the ironic accounts. instructions near the final instr|
+1925|17|F|146382.71|1992-03-05|1-URGENT|Clerk#000000986|0|e slyly regular deposits. furiously |
+1926|94|O|100035.03|1996-01-31|2-HIGH|Clerk#000000568|0|cajole. even warhorses sleep carefully. |
+1927|140|O|23327.88|1995-09-30|3-MEDIUM|Clerk#000000616|0|riously special packages. permanent pearls wake furiously. even packages alo|
+1952|67|F|12896.25|1994-03-16|2-HIGH|Clerk#000000254|0| silent accounts boost |
+1953|149|F|57213.18|1993-11-30|3-MEDIUM|Clerk#000000891|0| fluffily along the quickly even packages. |
+1954|56|O|158853.63|1997-05-31|4-NOT SPECIFIED|Clerk#000000104|0| unusual excuses cajole according to the blithely regular theodolites.|
+1955|13|F|103085.13|1992-04-20|1-URGENT|Clerk#000000792|0|ly special ideas. sometimes final |
+1956|127|F|88704.26|1992-09-20|4-NOT SPECIFIED|Clerk#000000600|0|ironic ideas are silent ideas. furiously final deposits sleep slyly carefu|
+1957|31|O|77482.87|1998-07-21|2-HIGH|Clerk#000000639|0|nding excuses about the |
+1958|53|O|176294.34|1995-09-22|5-LOW|Clerk#000000343|0| haggle blithely. flu|
+1959|43|O|62277.18|1997-01-13|4-NOT SPECIFIED|Clerk#000000631|0| cajole about the blithely express requests. even excuses mold bl|
+1984|52|O|79230.47|1998-04-01|1-URGENT|Clerk#000000416|0| slyly special instructions. unusual foxes use packages. carefully regular req|
+1985|7|F|171522.54|1994-09-02|4-NOT SPECIFIED|Clerk#000000741|0|slyly slyly even pains. slyly reg|
+1986|149|F|34269.96|1994-05-05|2-HIGH|Clerk#000000609|0|across the theodolites. quick|
+1987|100|F|6406.29|1994-04-30|2-HIGH|Clerk#000000652|0|gular platelets alongside |
+1988|109|O|117132.72|1995-10-06|4-NOT SPECIFIED|Clerk#000000011|0|ly ironic dolphins serve quickly busy accounts. bu|
+1989|118|F|39263.28|1994-03-16|4-NOT SPECIFIED|Clerk#000000747|0|ely bold pinto beans ha|
+1990|119|F|48781.39|1994-12-16|2-HIGH|Clerk#000000114|0|e bold patterns. always regul|
+1991|19|F|139854.41|1992-09-07|4-NOT SPECIFIED|Clerk#000000854|0|ing accounts can haggle at the carefully final Tiresias-- pending, regular|
+2016|8|O|24347.36|1996-08-16|3-MEDIUM|Clerk#000000641|0|the carefully ironic foxes. requests nag bold, r|
+2017|101|O|70529.27|1998-05-13|3-MEDIUM|Clerk#000000427|0|nusual requests. blit|
+2018|19|P|25007.95|1995-04-05|4-NOT SPECIFIED|Clerk#000000920|0|gular accounts wake fur|
+2019|136|F|43789.14|1992-10-23|1-URGENT|Clerk#000000565|0| furiously bold packages. fluffily fi|
+2020|73|F|136162.13|1993-06-21|3-MEDIUM|Clerk#000000192|0|es. furiously regular packages above the furiously special theodolites are a|
+2021|70|O|27016.74|1995-07-15|1-URGENT|Clerk#000000155|0|ong the furiously regular requests. unusual deposits wake fluffily inside|
+2022|62|F|206742.11|1992-03-15|1-URGENT|Clerk#000000268|0| dependencies sleep fluffily even, ironic deposits. express, silen|
+2023|118|F|144123.37|1992-05-06|5-LOW|Clerk#000000137|0|ular courts engage according to the|
+2048|17|F|33401.77|1993-11-15|1-URGENT|Clerk#000000934|0|s cajole after the blithely final accounts. f|
+2049|31|O|153048.74|1995-12-07|2-HIGH|Clerk#000000859|0|ly regular requests thrash blithely about the fluffily even theodolites. r|
+2050|28|F|208517.98|1994-06-02|4-NOT SPECIFIED|Clerk#000000821|0|d accounts against the furiously regular packages use bli|
+2051|40|O|87988.34|1996-03-18|4-NOT SPECIFIED|Clerk#000000333|0|ctions sleep blithely. blithely regu|
+2052|91|F|141822.19|1992-04-13|2-HIGH|Clerk#000000767|0| requests sleep around the even, even courts. ironic theodolites affix furious|
+2053|142|F|125125.57|1995-02-07|1-URGENT|Clerk#000000717|0|ar requests: blithely sly accounts boost carefully across t|
+2054|41|F|144335.16|1992-06-08|4-NOT SPECIFIED|Clerk#000000103|0|l requests affix carefully about the furiously special|
+2055|97|F|57092.26|1993-09-04|1-URGENT|Clerk#000000067|0|. warhorses affix slyly blithely express instructions? fur|
+2080|95|F|45767.69|1993-06-18|5-LOW|Clerk#000000190|0|ironic, pending theodolites are carefully about the quickly regular theodolite|
+2081|121|O|145654.97|1997-07-05|2-HIGH|Clerk#000000136|0|ong the regular theo|
+2082|49|F|46753.63|1995-01-10|2-HIGH|Clerk#000000354|0|cial accounts. ironic, express dolphins nod slyly sometimes final reques|
+2083|101|F|31795.52|1993-07-14|3-MEDIUM|Clerk#000000361|0|al patterns. bold, final foxes nag bravely about the furiously express|
+2084|80|F|190652.53|1993-03-17|2-HIGH|Clerk#000000048|0|zle furiously final, careful packages. slyly ironic ideas amo|
+2085|49|F|45311.07|1993-11-21|3-MEDIUM|Clerk#000000818|0|ress, express ideas haggle|
+2086|142|F|188985.18|1994-10-19|1-URGENT|Clerk#000000046|0| permanently regular|
+2087|50|O|53581.41|1998-01-31|2-HIGH|Clerk#000000626|0|e always regular packages nod against the furiously spec|
+2112|64|O|17986.15|1997-02-05|2-HIGH|Clerk#000000351|0|against the slyly even id|
+2113|32|O|65678.21|1997-11-08|2-HIGH|Clerk#000000527|0|slyly regular instruct|
+2114|79|F|106446.02|1995-01-16|5-LOW|Clerk#000000751|0|r, unusual accounts haggle across the busy platelets. carefully |
+2115|106|O|134814.65|1998-05-23|4-NOT SPECIFIED|Clerk#000000101|0|odolites boost. carefully regular excuses cajole. quickly ironic pinto be|
+2116|23|F|60887.90|1994-08-26|1-URGENT|Clerk#000000197|0|efully after the asymptotes. furiously sp|
+2117|22|O|145713.03|1997-04-26|2-HIGH|Clerk#000000887|0|ely even dependencies. regular foxes use blithely.|
+2118|134|O|38974.67|1996-10-09|1-URGENT|Clerk#000000196|0|ial requests wake carefully special packages. f|
+2119|64|O|34632.57|1996-08-20|2-HIGH|Clerk#000000434|0|uickly pending escapades. fluffily ir|
+2144|136|F|119917.28|1994-03-29|3-MEDIUM|Clerk#000000546|0|t. carefully quick requests across the deposits wake regu|
+2145|134|F|18885.35|1992-10-03|1-URGENT|Clerk#000000886|0|sts would snooze blithely alongside of th|
+2146|118|F|179686.07|1992-09-14|4-NOT SPECIFIED|Clerk#000000476|0|ven packages. dependencies wake slyl|
+2147|100|F|91513.79|1992-09-06|4-NOT SPECIFIED|Clerk#000000424|0| haggle carefully furiously final foxes. pending escapades thrash. bold theod|
+2148|130|F|19612.03|1995-04-19|4-NOT SPECIFIED|Clerk#000000517|0|ross the furiously unusual theodolites. always expre|
+2149|101|F|105145.40|1993-03-13|5-LOW|Clerk#000000555|0|nusual accounts nag furiously special reques|
+2150|82|F|166961.06|1994-06-03|3-MEDIUM|Clerk#000000154|0|ect slyly against the even, final packages. quickly regular pinto beans wake c|
+2151|58|O|124608.69|1996-11-11|3-MEDIUM|Clerk#000000996|0|c requests. ironic platelets cajole across the quickly fluffy deposits.|
+2176|104|F|87248.17|1992-11-10|1-URGENT|Clerk#000000195|0|s haggle regularly accor|
+2177|136|O|183493.42|1997-01-20|3-MEDIUM|Clerk#000000161|0|ove the blithely unusual packages cajole carefully fluffily special request|
+2178|8|O|79594.68|1996-12-12|3-MEDIUM|Clerk#000000656|0|thely according to the instructions. furious|
+2179|41|O|77487.09|1996-09-07|2-HIGH|Clerk#000000935|0|ounts alongside of the furiously unusual braids cajol|
+2180|76|O|208481.57|1996-09-14|4-NOT SPECIFIED|Clerk#000000650|0|xpress, unusual pains. furiously ironic excu|
+2181|76|O|100954.64|1995-09-13|3-MEDIUM|Clerk#000000814|0|y against the ironic, even|
+2182|23|F|116003.11|1994-04-05|2-HIGH|Clerk#000000071|0|ccounts. quickly bold deposits across the excuses sl|
+2183|113|O|49841.12|1996-06-22|1-URGENT|Clerk#000000287|0| among the express, ironic packages. slyly ironic platelets integrat|
+2208|68|P|245388.06|1995-05-01|4-NOT SPECIFIED|Clerk#000000900|0|symptotes wake slyly blithely unusual packages.|
+2209|91|F|129086.93|1992-07-10|2-HIGH|Clerk#000000056|0|er above the slyly silent requests. furiously reg|
+2210|32|F|31689.46|1992-01-16|2-HIGH|Clerk#000000941|0| believe carefully quickly express pinto beans. deposi|
+2211|92|F|140031.23|1994-06-30|2-HIGH|Clerk#000000464|0|ffily bold courts e|
+2212|118|F|17231.05|1994-03-23|3-MEDIUM|Clerk#000000954|0|structions above the unusual requests use fur|
+2213|122|F|146136.10|1993-01-15|4-NOT SPECIFIED|Clerk#000000598|0|osits are carefully reg|
+2214|115|O|150345.63|1998-05-05|3-MEDIUM|Clerk#000000253|0|packages. fluffily even accounts haggle blithely. carefully ironic depen|
+2215|40|O|108239.46|1996-06-16|4-NOT SPECIFIED|Clerk#000000817|0|le final, final foxes. quickly regular gifts are carefully deposit|
+2240|56|F|174090.30|1992-03-06|4-NOT SPECIFIED|Clerk#000000622|0|accounts against the slyly express foxes are after the slyly regular |
+2241|103|F|165219.08|1993-05-11|1-URGENT|Clerk#000000081|0|y about the silent excuses. furiously ironic instructions along the sil|
+2242|82|O|15082.82|1997-07-20|4-NOT SPECIFIED|Clerk#000000360|0| pending multipliers. carefully express asymptotes use quickl|
+2243|49|O|10451.97|1995-06-10|2-HIGH|Clerk#000000813|0|ously regular deposits integrate s|
+2244|127|F|21207.08|1993-01-09|1-URGENT|Clerk#000001000|0|ckages. ironic, ironic accounts haggle blithely express excuses. |
+2245|58|F|150585.73|1993-04-28|3-MEDIUM|Clerk#000000528|0|ake carefully. braids haggle slyly quickly b|
+2246|113|O|85755.84|1996-05-27|4-NOT SPECIFIED|Clerk#000000739|0| final gifts sleep |
+2247|95|F|13491.31|1992-08-02|4-NOT SPECIFIED|Clerk#000000947|0|furiously regular packages. final brai|
+2272|139|F|127934.71|1993-04-13|2-HIGH|Clerk#000000449|0|s. bold, ironic pinto beans wake. silently specia|
+2273|136|O|142291.79|1996-12-14|5-LOW|Clerk#000000155|0|uickly express foxes haggle quickly against|
+2274|104|F|58273.89|1993-09-04|4-NOT SPECIFIED|Clerk#000000258|0|nstructions try to hag|
+2275|149|F|37398.90|1992-10-22|4-NOT SPECIFIED|Clerk#000000206|0| furiously furious platelets. slyly final packa|
+2276|43|O|141159.63|1996-04-29|4-NOT SPECIFIED|Clerk#000000821|0|ecial requests. fox|
+2277|89|F|79270.23|1995-01-02|4-NOT SPECIFIED|Clerk#000000385|0|accounts cajole. even i|
+2278|142|O|101878.46|1998-04-25|3-MEDIUM|Clerk#000000186|0|r pinto beans integrate after the carefully even deposits. blit|
+2279|80|F|142322.33|1993-02-23|3-MEDIUM|Clerk#000000898|0|de of the quickly unusual instructio|
+2304|46|F|93769.28|1994-01-07|4-NOT SPECIFIED|Clerk#000000415|0|onic platelets. ironic packages haggle. packages nag doggedly according to|
+2305|43|F|122964.66|1993-01-26|2-HIGH|Clerk#000000440|0|ove the furiously even acco|
+2306|28|O|244704.23|1995-07-26|2-HIGH|Clerk#000000975|0| wake furiously requests. permanent requests affix. final packages caj|
+2307|106|F|59417.76|1993-06-29|5-LOW|Clerk#000000952|0|furiously even asymptotes? carefully regular accounts|
+2308|25|F|58546.02|1992-10-25|4-NOT SPECIFIED|Clerk#000000609|0|ts. slyly final depo|
+2309|100|O|146933.07|1995-09-04|5-LOW|Clerk#000000803|0|he carefully pending packages. fluffily stealthy foxes engage carefully|
+2310|31|O|82928.12|1996-09-20|5-LOW|Clerk#000000917|0|wake carefully. unusual instructions nag ironic, regular excuse|
+2311|73|P|153233.93|1995-05-02|2-HIGH|Clerk#000000761|0|ly pending asymptotes-- furiously bold excus|
+2336|142|O|22294.51|1996-01-07|4-NOT SPECIFIED|Clerk#000000902|0|c, final excuses sleep furiously among the even theodolites. f|
+2337|142|O|45704.96|1997-06-18|4-NOT SPECIFIED|Clerk#000000754|0| quickly. final accounts haggle. carefully final acco|
+2338|140|O|28155.92|1997-09-15|2-HIGH|Clerk#000000951|0|riously final dugouts. final, ironic packages wake express, ironic id|
+2339|109|F|63470.78|1993-12-15|5-LOW|Clerk#000000847|0| against the regular |
+2340|65|O|30778.78|1996-01-12|1-URGENT|Clerk#000000964|0|ter the deposits sleep according to the slyly regular packages. carefully |
+2341|82|F|55950.21|1993-05-30|5-LOW|Clerk#000000443|0|sts-- blithely bold dolphins through the deposits nag blithely carefully re|
+2342|37|O|104038.78|1996-06-09|1-URGENT|Clerk#000000615|0|oost carefully across the regular accounts. blithely final d|
+2343|73|O|85381.00|1995-08-21|3-MEDIUM|Clerk#000000170|0|fluffily over the slyly special deposits. quickl|
+2368|13|F|101240.96|1993-08-20|1-URGENT|Clerk#000000830|0|t the bold instructions. carefully unusual |
+2369|110|O|73517.91|1996-12-24|2-HIGH|Clerk#000000752|0|iously even requests are dogged, express |
+2370|142|F|73924.21|1994-01-17|1-URGENT|Clerk#000000231|0|lyly final packages. quickly final deposits haggl|
+2371|19|O|193857.67|1998-01-07|1-URGENT|Clerk#000000028|0|ckages haggle at th|
+2372|31|O|104927.66|1997-11-21|5-LOW|Clerk#000000342|0|s: deposits haggle along the final ideas. careful|
+2373|28|F|55211.04|1994-03-12|4-NOT SPECIFIED|Clerk#000000306|0| even, special courts grow quickly. pending,|
+2374|4|F|115219.88|1993-10-29|4-NOT SPECIFIED|Clerk#000000081|0| blithely regular packages. blithely unusua|
+2375|5|O|106612.48|1996-11-20|3-MEDIUM|Clerk#000000197|0|unusual, pending theodolites cajole carefully |
+2400|37|O|92798.66|1998-07-25|5-LOW|Clerk#000000782|0|nusual courts nag against the carefully unusual pinto b|
+2401|148|O|88448.24|1997-07-29|4-NOT SPECIFIED|Clerk#000000531|0|ully unusual instructions boost carefully silently regular requests. |
+2402|67|O|70403.62|1996-09-06|4-NOT SPECIFIED|Clerk#000000162|0|slyly final sheaves sleep slyly. q|
+2403|55|O|111020.79|1998-04-11|3-MEDIUM|Clerk#000000820|0|furiously regular deposits use. furiously unusual accounts wake along the |
+2404|77|O|109077.69|1997-03-13|4-NOT SPECIFIED|Clerk#000000409|0|deposits breach furiously. ironic foxes haggle carefully bold packag|
+2405|73|O|115929.14|1996-12-23|3-MEDIUM|Clerk#000000535|0|ular, regular asympto|
+2406|7|O|182516.77|1996-10-28|5-LOW|Clerk#000000561|0|blithely regular accounts u|
+2407|55|O|112843.52|1998-06-19|2-HIGH|Clerk#000000068|0|uests affix slyly among the slyly regular depos|
+2432|103|O|62661.93|1996-07-13|1-URGENT|Clerk#000000115|0|re. slyly even deposits wake bra|
+2433|31|F|147071.86|1994-08-22|4-NOT SPECIFIED|Clerk#000000324|0|ess patterns are slyly. packages haggle carefu|
+2434|25|O|123956.25|1997-04-27|3-MEDIUM|Clerk#000000190|0|s. quickly ironic dolphins impress final deposits. blithel|
+2435|73|F|122490.66|1993-02-21|5-LOW|Clerk#000000112|0|es are carefully along the carefully final instructions. pe|
+2436|125|O|73990.08|1995-09-11|4-NOT SPECIFIED|Clerk#000000549|0|arefully. blithely bold deposits affix special accounts. final foxes nag. spe|
+2437|85|F|143411.69|1993-04-21|4-NOT SPECIFIED|Clerk#000000578|0|. theodolites wake slyly-- ironic, pending platelets above the carefully exp|
+2438|13|F|214494.39|1993-07-15|2-HIGH|Clerk#000000744|0|the final, regular warhorses. regularly |
+2439|55|O|41811.12|1997-03-15|2-HIGH|Clerk#000000819|0|lithely after the car|
+2464|145|O|30495.65|1997-11-23|5-LOW|Clerk#000000633|0|le about the instructions. courts wake carefully even|
+2465|34|O|180737.75|1995-06-24|1-URGENT|Clerk#000000078|0|al pinto beans. final, bold packages wake quickly|
+2466|19|F|161625.50|1994-03-06|1-URGENT|Clerk#000000424|0|c pinto beans. express deposits wake quickly. even, final courts nag. package|
+2467|35|O|7231.91|1995-07-16|4-NOT SPECIFIED|Clerk#000000914|0|pades sleep furiously. sometimes regular packages again|
+2468|112|O|160627.01|1997-06-09|4-NOT SPECIFIED|Clerk#000000260|0|ickly regular packages. slyly ruthless requests snooze quickly blithe|
+2469|124|O|192074.23|1996-11-26|5-LOW|Clerk#000000730|0| sleep closely regular instructions. furiously ironic instructi|
+2470|58|O|104966.33|1997-04-19|3-MEDIUM|Clerk#000000452|0|to the furiously final packages? pa|
+2471|89|O|34936.31|1998-03-12|4-NOT SPECIFIED|Clerk#000000860|0|carefully blithely regular pac|
+2496|136|F|140390.60|1994-01-09|2-HIGH|Clerk#000000142|0|slyly. pending instructions sleep. quic|
+2497|47|F|171326.48|1992-08-27|1-URGENT|Clerk#000000977|0|ily ironic pinto beans. furiously final platelets alongside of t|
+2498|97|F|45514.27|1993-11-08|5-LOW|Clerk#000000373|0|g the slyly special pinto beans. |
+2499|121|O|147243.86|1995-09-24|1-URGENT|Clerk#000000277|0|r the quickly bold foxes. bold instructi|
+2500|133|F|131122.82|1992-08-15|2-HIGH|Clerk#000000447|0|integrate slyly pending deposits. furiously ironic accounts across the s|
+2501|67|O|79380.51|1997-05-25|5-LOW|Clerk#000000144|0|ickly special theodolite|
+2502|70|F|33470.40|1993-05-28|4-NOT SPECIFIED|Clerk#000000914|0|lyly: carefully pending ideas affix again|
+2503|7|F|183671.08|1993-06-20|3-MEDIUM|Clerk#000000294|0|ly even packages was. ironic, regular deposits unwind furiously across the p|
+2528|55|F|92069.62|1994-11-20|1-URGENT|Clerk#000000789|0|ular dependencies? regular frays kindle according to the blith|
+2529|136|O|4104.30|1996-08-20|2-HIGH|Clerk#000000511|0|posits across the silent instructions wake blithely across |
+2530|128|F|58853.11|1994-03-21|3-MEDIUM|Clerk#000000291|0|ular instructions about the quic|
+2531|44|O|143212.85|1996-05-06|4-NOT SPECIFIED|Clerk#000000095|0|even accounts. furiously ironic excuses sleep fluffily. carefully silen|
+2532|94|O|116093.49|1995-10-11|2-HIGH|Clerk#000000498|0|the blithely pending accounts. regular, regular excuses boost aro|
+2533|50|O|168495.03|1997-03-24|1-URGENT|Clerk#000000594|0|ecial instructions. spec|
+2534|76|O|202784.54|1996-07-17|3-MEDIUM|Clerk#000000332|0|packages cajole ironic requests. furiously regular|
+2535|121|F|67018.30|1993-05-25|5-LOW|Clerk#000000296|0|phins cajole beneath the fluffily express asymptotes. c|
+2560|131|F|153426.79|1992-09-05|1-URGENT|Clerk#000000538|0|atelets; quickly sly requests|
+2561|58|O|137473.58|1997-11-14|1-URGENT|Clerk#000000861|0|ual requests. unusual deposits cajole furiously pending, regular platelets. |
+2562|10|F|136360.37|1992-08-01|1-URGENT|Clerk#000000467|0|elets. pending dolphins promise slyly. bo|
+2563|62|F|168952.10|1993-11-19|4-NOT SPECIFIED|Clerk#000000150|0|sly even packages after the furio|
+2564|77|F|3967.47|1994-09-09|2-HIGH|Clerk#000000718|0|usly regular pinto beans. orbits wake carefully. slyly e|
+2565|56|O|204438.57|1998-02-28|3-MEDIUM|Clerk#000000032|0|x-ray blithely along|
+2566|86|F|89992.48|1992-10-10|3-MEDIUM|Clerk#000000414|0|ructions boost bold ideas. idly ironic accounts use according to th|
+2567|70|O|263411.29|1998-02-27|2-HIGH|Clerk#000000031|0|detect. furiously ironic requests|
+2592|101|F|8225.96|1993-03-05|4-NOT SPECIFIED|Clerk#000000524|0|ts nag fluffily. quickly stealthy theodolite|
+2593|92|F|134726.09|1993-09-04|2-HIGH|Clerk#000000468|0|r the carefully final|
+2594|79|F|94866.39|1992-12-17|1-URGENT|Clerk#000000550|0|ests. theodolites above the blithely even accounts detect furio|
+2595|74|O|173130.20|1995-12-14|4-NOT SPECIFIED|Clerk#000000222|0|arefully ironic requests nag carefully ideas. |
+2596|43|O|74940.13|1996-08-17|1-URGENT|Clerk#000000242|0|requests. ironic, bold theodolites wak|
+2597|104|F|21964.66|1993-02-04|2-HIGH|Clerk#000000757|0|iously ruthless exc|
+2598|112|O|84871.50|1996-03-05|3-MEDIUM|Clerk#000000391|0| ironic notornis according to the blithely final requests should |
+2599|149|O|62807.13|1996-11-07|2-HIGH|Clerk#000000722|0|ts. slyly regular theodolites wake sil|
+2624|52|O|27148.63|1996-11-28|5-LOW|Clerk#000000930|0|ic, regular packages|
+2625|40|F|39382.74|1992-10-14|4-NOT SPECIFIED|Clerk#000000386|0| final deposits. blithely ironic ideas |
+2626|139|O|84314.51|1995-09-08|4-NOT SPECIFIED|Clerk#000000289|0|gside of the carefully special packages are furiously after the slyly express |
+2627|149|F|26798.65|1992-03-24|3-MEDIUM|Clerk#000000181|0|s. silent, ruthless requests|
+2628|56|F|165655.99|1993-10-22|5-LOW|Clerk#000000836|0|ajole across the blithely careful accounts. blithely silent deposits sl|
+2629|139|O|96458.03|1998-04-06|5-LOW|Clerk#000000680|0|uches dazzle carefully even, express excuses. ac|
+2630|85|F|127132.51|1992-10-24|5-LOW|Clerk#000000712|0|inal theodolites. ironic instructions s|
+2631|37|F|63103.32|1993-09-24|5-LOW|Clerk#000000833|0| quickly unusual deposits doubt around |
+2656|77|F|105492.37|1993-05-04|1-URGENT|Clerk#000000307|0|elets. slyly final accou|
+2657|25|O|148176.06|1995-10-17|2-HIGH|Clerk#000000160|0| foxes-- slyly final dependencies around the slyly final theodo|
+2658|14|O|163834.46|1995-09-23|3-MEDIUM|Clerk#000000400|0|bout the slyly regular accounts. ironic, |
+2659|83|F|79785.52|1993-12-18|4-NOT SPECIFIED|Clerk#000000758|0|cross the pending requests maintain |
+2660|127|O|16922.51|1995-08-05|5-LOW|Clerk#000000480|0|ly finally regular deposits. ironic theodolites cajole|
+2661|74|O|106036.84|1997-01-04|3-MEDIUM|Clerk#000000217|0|al, regular pinto beans. silently final deposits should have t|
+2662|37|O|87689.88|1996-08-21|3-MEDIUM|Clerk#000000589|0|bold pinto beans above the slyly final accounts affix furiously deposits. pac|
+2663|95|O|35131.80|1995-09-06|1-URGENT|Clerk#000000950|0|ar requests. furiously final dolphins along the fluffily spe|
+2688|98|F|181077.36|1992-01-24|2-HIGH|Clerk#000000720|0|have to nag according to the pending theodolites. sly|
+2689|103|F|41552.78|1992-04-09|4-NOT SPECIFIED|Clerk#000000698|0|press pains wake. furiously express theodolites alongsid|
+2690|94|O|224674.27|1996-03-31|3-MEDIUM|Clerk#000000760|0|ravely even theodolites |
+2691|7|F|30137.17|1992-04-30|5-LOW|Clerk#000000439|0|es at the regular deposits sleep slyly by the fluffy requests. eve|
+2692|62|O|24265.24|1997-12-02|3-MEDIUM|Clerk#000000878|0|es. regular asymptotes cajole above t|
+2693|19|O|66158.13|1996-09-04|1-URGENT|Clerk#000000370|0|ndle never. blithely regular packages nag carefully enticing platelets. ca|
+2694|121|O|102807.59|1996-03-14|5-LOW|Clerk#000000722|0| requests. bold deposits above the theodol|
+2695|58|O|138584.20|1996-08-20|1-URGENT|Clerk#000000697|0|ven deposits around the quickly regular packa|
+2720|31|F|161307.05|1993-06-08|1-URGENT|Clerk#000000948|0|quickly. special asymptotes are fluffily ironi|
+2721|79|O|59180.25|1996-01-27|2-HIGH|Clerk#000000401|0| ideas eat even, unusual ideas. theodolites are carefully|
+2722|35|F|50328.84|1994-04-09|5-LOW|Clerk#000000638|0|rding to the carefully quick deposits. bli|
+2723|61|O|104759.25|1995-10-06|5-LOW|Clerk#000000836|0|nts must have to cajo|
+2724|137|F|116069.66|1994-09-14|2-HIGH|Clerk#000000217|0| sleep blithely. blithely idle |
+2725|89|F|75144.68|1994-05-21|4-NOT SPECIFIED|Clerk#000000835|0|ular deposits. spec|
+2726|7|F|47753.00|1992-11-27|5-LOW|Clerk#000000470|0| blithely even dinos sleep care|
+2727|74|O|3089.42|1998-04-19|4-NOT SPECIFIED|Clerk#000000879|0|sual theodolites cajole enticingly above the furiously fin|
+2752|59|F|187932.30|1993-11-19|2-HIGH|Clerk#000000648|0| carefully regular foxes are quickly quickl|
+2753|16|F|159720.39|1993-11-30|2-HIGH|Clerk#000000380|0|ending instructions. unusual deposits|
+2754|145|F|25985.52|1994-04-03|2-HIGH|Clerk#000000960|0|cies detect slyly. |
+2755|118|F|101202.18|1992-02-07|4-NOT SPECIFIED|Clerk#000000177|0|ously according to the sly foxes. blithely regular pinto bean|
+2756|118|F|142323.38|1994-04-18|1-URGENT|Clerk#000000537|0|arefully special warho|
+2757|76|O|89792.48|1995-07-20|2-HIGH|Clerk#000000216|0| regular requests subl|
+2758|43|O|36671.88|1998-07-12|5-LOW|Clerk#000000863|0|s cajole according to the carefully special |
+2759|116|F|89731.10|1993-11-25|4-NOT SPECIFIED|Clerk#000000071|0|ts. regular, pending pinto beans sleep ab|
+2784|95|O|106635.21|1998-01-07|1-URGENT|Clerk#000000540|0|g deposits alongside of the silent requests s|
+2785|148|O|132854.79|1995-07-21|2-HIGH|Clerk#000000098|0|iously pending packages sleep according to the blithely unusual foxe|
+2786|79|F|178254.66|1992-03-22|2-HIGH|Clerk#000000976|0|al platelets cajole blithely ironic requests. ironic re|
+2787|103|O|3726.14|1995-09-30|1-URGENT|Clerk#000000906|0|he ironic, regular |
+2788|124|F|17172.66|1994-09-22|1-URGENT|Clerk#000000641|0|nts wake across the fluffily bold accoun|
+2789|37|O|219123.27|1998-03-14|2-HIGH|Clerk#000000972|0|gular patterns boost. carefully even re|
+2790|25|F|177458.97|1994-08-19|2-HIGH|Clerk#000000679|0| the carefully express deposits sleep slyly |
+2791|121|F|156697.55|1994-10-10|2-HIGH|Clerk#000000662|0|as. slyly ironic accounts play furiously bl|
+2816|58|F|42225.53|1994-09-20|2-HIGH|Clerk#000000289|0|kages at the final deposits cajole furious foxes. quickly |
+2817|40|F|71453.85|1994-04-19|3-MEDIUM|Clerk#000000982|0|ic foxes haggle upon the daringly even pinto beans. slyly|
+2818|49|F|120086.84|1994-12-12|3-MEDIUM|Clerk#000000413|0|eep furiously special ideas. express |
+2819|103|F|66927.16|1994-05-05|1-URGENT|Clerk#000000769|0|ngside of the blithely ironic dolphins. furio|
+2820|19|F|143813.39|1994-05-20|3-MEDIUM|Clerk#000000807|0|equests are furiously. carefu|
+2821|118|F|36592.48|1993-08-09|3-MEDIUM|Clerk#000000323|0|ng requests. even instructions are quickly express, silent instructi|
+2822|79|F|40142.15|1993-07-26|2-HIGH|Clerk#000000510|0|furiously against the accounts. unusual accounts aft|
+2823|79|O|171894.45|1995-09-09|2-HIGH|Clerk#000000567|0|encies. carefully fluffy accounts m|
+2848|70|F|116258.53|1992-03-10|1-URGENT|Clerk#000000256|0|ly fluffy foxes sleep furiously across the slyly regu|
+2849|46|O|180054.29|1996-04-30|2-HIGH|Clerk#000000659|0|al packages are after the quickly bold requests. carefully special |
+2850|100|O|122969.79|1996-10-02|2-HIGH|Clerk#000000392|0|, regular deposits. furiously pending packages hinder carefully carefully u|
+2851|145|O|7859.36|1997-09-07|5-LOW|Clerk#000000566|0|Tiresias wake quickly quickly even|
+2852|91|F|99050.81|1993-01-16|1-URGENT|Clerk#000000740|0|ruthless deposits against the final instructions use quickly al|
+2853|94|F|103641.15|1994-05-05|2-HIGH|Clerk#000000878|0|the carefully even packages.|
+2854|139|F|153568.02|1994-06-27|1-URGENT|Clerk#000000010|0| furiously ironic tithes use furiously |
+2855|49|F|48419.58|1993-04-04|4-NOT SPECIFIED|Clerk#000000973|0| silent, regular packages sleep |
+2880|8|F|145761.99|1992-03-15|2-HIGH|Clerk#000000756|0|ves maintain doggedly spec|
+2881|100|F|45695.84|1992-05-10|5-LOW|Clerk#000000864|0|uriously. slyly express requests according to the silent dol|
+2882|121|O|172872.37|1995-08-22|2-HIGH|Clerk#000000891|0|pending deposits. carefully eve|
+2883|121|F|170360.27|1995-01-23|5-LOW|Clerk#000000180|0|uses. carefully ironic accounts lose fluffil|
+2884|92|O|71683.84|1997-10-12|3-MEDIUM|Clerk#000000780|0|efully express instructions sleep against|
+2885|7|F|146896.72|1992-09-19|4-NOT SPECIFIED|Clerk#000000280|0|ly sometimes special excuses. final requests are |
+2886|109|F|94527.23|1994-11-13|4-NOT SPECIFIED|Clerk#000000619|0|uctions. ironic packages sle|
+2887|109|O|28571.39|1997-05-26|5-LOW|Clerk#000000566|0|slyly even pinto beans. slyly bold epitaphs cajole blithely above t|
+2912|94|F|27727.52|1992-03-12|5-LOW|Clerk#000000186|0|jole blithely above the quickly regular packages. carefully regular pinto bean|
+2913|43|O|130702.19|1997-07-12|3-MEDIUM|Clerk#000000118|0|mptotes doubt furiously slyly regu|
+2914|109|F|60867.14|1993-03-03|3-MEDIUM|Clerk#000000543|0|he slyly regular theodolites are furiously sile|
+2915|94|F|96015.13|1994-03-31|5-LOW|Clerk#000000410|0|ld packages. bold deposits boost blithely. ironic, unusual theodoli|
+2916|8|O|20182.22|1995-12-27|2-HIGH|Clerk#000000681|0|ithely blithe deposits sleep beyond the|
+2917|91|O|100714.13|1997-12-09|4-NOT SPECIFIED|Clerk#000000061|0| special dugouts among the special deposi|
+2918|118|O|21760.09|1996-09-08|3-MEDIUM|Clerk#000000439|0|ular deposits across th|
+2919|53|F|137223.14|1993-12-10|2-HIGH|Clerk#000000209|0|es. pearls wake quietly slyly ironic instructions--|
+2944|14|O|146581.14|1997-09-24|4-NOT SPECIFIED|Clerk#000000740|0|deas. permanently special foxes haggle carefully ab|
+2945|29|O|223507.72|1996-01-03|2-HIGH|Clerk#000000499|0|ons are carefully toward the permanent, bold pinto beans. regu|
+2946|125|O|102226.59|1996-02-05|5-LOW|Clerk#000000329|0|g instructions about the regular accounts sleep carefully along the pen|
+2947|70|P|43360.95|1995-04-26|1-URGENT|Clerk#000000464|0|ronic accounts. accounts run furiously d|
+2948|44|F|100758.71|1994-08-23|5-LOW|Clerk#000000701|0| deposits according to the blithely pending |
+2949|137|F|94231.71|1994-04-12|2-HIGH|Clerk#000000184|0|y ironic accounts use. quickly blithe accou|
+2950|136|O|183620.33|1997-07-06|1-URGENT|Clerk#000000833|0| dolphins around the furiously |
+2951|74|O|125509.17|1996-02-06|2-HIGH|Clerk#000000680|0|gular deposits above the finally regular ideas integrate idly stealthil|
+2976|29|F|145768.47|1993-12-10|4-NOT SPECIFIED|Clerk#000000159|0|. furiously ironic asymptotes haggle ruthlessly silently regular r|
+2977|73|O|25170.88|1996-08-27|3-MEDIUM|Clerk#000000252|0|quickly special platelets are furio|
+2978|44|P|139542.14|1995-05-03|1-URGENT|Clerk#000000135|0|d. even platelets are. ironic dependencies cajole slow, e|
+2979|133|O|116789.98|1996-03-23|3-MEDIUM|Clerk#000000820|0|even, ironic foxes sleep along|
+2980|4|O|187514.11|1996-09-14|3-MEDIUM|Clerk#000000661|0|y quick pinto beans wake. slyly re|
+2981|49|O|37776.79|1998-07-29|5-LOW|Clerk#000000299|0|hely among the express foxes. blithely stealthy requests cajole boldly. regu|
+2982|85|F|55582.94|1995-03-19|2-HIGH|Clerk#000000402|0|lyly. express theodolites affix slyly after the slyly speci|
+2983|62|F|58168.07|1992-01-07|1-URGENT|Clerk#000000278|0|r the even requests. accounts maintain. regular accounts|
+3008|40|O|156018.74|1995-11-08|3-MEDIUM|Clerk#000000701|0|ze quickly. blithely regular packages above the slyly bold foxes shall|
+3009|55|O|108424.94|1997-02-28|1-URGENT|Clerk#000000205|0|r ideas. carefully pe|
+3010|8|O|141647.08|1996-01-26|2-HIGH|Clerk#000000931|0| blithely final requests. special deposits are slyl|
+3011|91|F|46418.85|1992-01-14|5-LOW|Clerk#000000515|0|onic deposits kindle slyly. dependencies around the quickly iro|
+3012|32|F|91678.66|1993-05-05|1-URGENT|Clerk#000000414|0|ts after the regular pinto beans impress blithely s|
+3013|143|O|156407.40|1997-02-05|5-LOW|Clerk#000000591|0|the furiously pendin|
+3014|29|F|194159.59|1992-10-30|4-NOT SPECIFIED|Clerk#000000476|0|ep blithely according to the blith|
+3015|103|F|110826.83|1992-09-27|5-LOW|Clerk#000000013|0|ously regular deposits affix carefully. furiousl|
+3040|112|F|119201.64|1993-04-12|3-MEDIUM|Clerk#000000544|0|carefully special packages. blithe|
+3041|113|O|23039.46|1997-06-03|5-LOW|Clerk#000000092|0|s. unusual, pending deposits use carefully. thinly final|
+3042|20|F|104523.03|1994-11-21|3-MEDIUM|Clerk#000000573|0| the slyly ironic depo|
+3043|44|F|78221.69|1992-04-25|5-LOW|Clerk#000000137|0|cajole blithely furiously fina|
+3044|53|O|52433.54|1996-04-03|2-HIGH|Clerk#000000008|0|cajole final courts. ironic deposits about the quickly final re|
+3045|50|O|85822.67|1995-09-27|1-URGENT|Clerk#000000405|0| express courts sleep quickly special asymptotes. |
+3046|32|O|117817.52|1995-11-30|2-HIGH|Clerk#000000522|0|r deposits. platelets use furi|
+3047|25|O|37881.31|1997-03-21|1-URGENT|Clerk#000000962|0|as. slyly express deposits are dogged pearls. silent ide|
+3072|23|F|87475.82|1994-01-30|4-NOT SPECIFIED|Clerk#000000370|0|ely final deposits cajole carefully. ironic, re|
+3073|136|F|151419.50|1994-01-08|3-MEDIUM|Clerk#000000404|0|kly slyly bold accounts. express courts near the regular ideas sleep bli|
+3074|67|F|85861.93|1992-11-01|5-LOW|Clerk#000000546|0|yly even asymptotes shall have to haggle fluffily. deposits are|
+3075|127|F|37696.70|1994-05-07|3-MEDIUM|Clerk#000000433|0|ackages: carefully unusual reques|
+3076|92|F|93828.15|1993-07-23|2-HIGH|Clerk#000000099|0|busy foxes. deposits affix quickly ironic, pending pint|
+3077|121|O|99290.01|1997-08-06|2-HIGH|Clerk#000000228|0|kly. fluffily ironic requests use qui|
+3078|49|F|46310.83|1993-02-12|2-HIGH|Clerk#000000110|0|ounts are alongside of the blith|
+3079|100|O|148299.05|1997-09-12|5-LOW|Clerk#000000505|0|lly ironic accounts|
+3104|70|F|102693.61|1993-09-16|3-MEDIUM|Clerk#000000871|0|ges boost-- regular accounts are furiousl|
+3105|137|O|125396.80|1996-11-13|4-NOT SPECIFIED|Clerk#000000772|0|s. blithely final ins|
+3106|145|O|132494.97|1997-01-12|3-MEDIUM|Clerk#000000729|0|its use slyly final theodolites; regular dolphins hang above t|
+3107|26|O|107406.26|1997-08-21|1-URGENT|Clerk#000000669|0|ously even deposits acr|
+3108|85|F|63278.00|1993-08-05|1-URGENT|Clerk#000000574|0|s packages haggle furiously am|
+3109|124|F|216104.85|1993-07-24|5-LOW|Clerk#000000936|0|bold requests sleep quickly according to the slyly final|
+3110|88|F|115161.29|1994-12-17|2-HIGH|Clerk#000000564|0|round the fluffy instructions. carefully silent packages cajol|
+3111|133|O|154383.37|1995-08-25|5-LOW|Clerk#000000922|0|slyly regular theodolites. furious deposits cajole deposits. ironic theodoli|
+3136|23|F|145426.11|1994-08-10|4-NOT SPECIFIED|Clerk#000000891|0|tructions sleep slyly. pending di|
+3137|136|O|8958.65|1995-07-26|3-MEDIUM|Clerk#000000063|0|ymptotes wake carefully above t|
+3138|139|F|139579.18|1994-02-09|4-NOT SPECIFIED|Clerk#000000650|0|e fluffily final theodolites. even dependencies wake along the quickly ir|
+3139|17|F|40975.96|1992-01-02|3-MEDIUM|Clerk#000000855|0|ounts against the ruthlessly unusual dolphins|
+3140|145|F|54356.10|1992-04-09|1-URGENT|Clerk#000000670|0|carefully ironic deposits use furiously. blith|
+3141|26|O|115959.96|1995-11-10|1-URGENT|Clerk#000000475|0|es. furiously bold instructions after the carefully final p|
+3142|8|F|16030.15|1992-06-28|3-MEDIUM|Clerk#000000043|0|usual accounts about the carefully special requests sleep slyly quickly regul|
+3143|107|F|135647.68|1993-02-17|1-URGENT|Clerk#000000519|0| are final, ironic accounts. ironic |
+3168|136|F|69412.71|1992-01-30|5-LOW|Clerk#000000352|0|s sleep slyly? ironic, furious instructions detect. quickly final i|
+3169|19|F|126804.90|1993-12-21|3-MEDIUM|Clerk#000000252|0| even pinto beans are blithely special, special multip|
+3170|5|O|190142.17|1997-11-09|1-URGENT|Clerk#000000288|0|requests. furiously bold|
+3171|47|F|84405.78|1993-04-06|5-LOW|Clerk#000000940|0|ar deposits. idly r|
+3172|89|F|121360.83|1992-06-03|4-NOT SPECIFIED|Clerk#000000771|0|es. slyly ironic packages x-ra|
+3173|148|O|64892.73|1996-08-10|5-LOW|Clerk#000000516|0|ial requests lose along t|
+3174|127|O|92856.91|1995-11-15|5-LOW|Clerk#000000663|0|rts. silent, regular pinto beans are blithely regular packages. furiousl|
+3175|44|F|205282.63|1994-07-15|5-LOW|Clerk#000000629|0| across the slyly even realms use carefully ironic deposits: sl|
+3200|13|O|131103.31|1996-02-07|1-URGENT|Clerk#000000020|0| regular dependencies impress evenly even excuses. blithely |
+3201|97|F|90755.31|1993-07-02|4-NOT SPECIFIED|Clerk#000000738|0|. busy, express instruction|
+3202|88|F|50601.01|1992-12-24|5-LOW|Clerk#000000067|0|fluffily express requests affix carefully around th|
+3203|127|O|49357.72|1997-11-05|2-HIGH|Clerk#000000493|0|e furiously silent warhorses. slyly silent deposits wake bli|
+3204|10|F|41573.42|1992-12-26|1-URGENT|Clerk#000000693|0|ess somas cajole slyly. pending accounts cajole|
+3205|148|F|153637.79|1992-04-11|5-LOW|Clerk#000000803|0|e furiously. quickly regular dinos about the final pinto be|
+3206|122|O|64344.86|1996-08-09|1-URGENT|Clerk#000000755|0|ntegrate furiously final, express |
+3207|22|O|133038.59|1998-02-16|1-URGENT|Clerk#000000695|0|uriously accounts. fluffily i|
+3232|82|F|55619.01|1992-10-09|1-URGENT|Clerk#000000314|0|yly final accounts. packages agains|
+3233|140|F|54121.92|1994-10-24|5-LOW|Clerk#000000470|0|ly ironic epitaphs use stealthy, express deposits. quickly regular instruct|
+3234|14|O|147343.68|1996-04-05|4-NOT SPECIFIED|Clerk#000000367|0|ents according to the dependencies will sleep after the blithely even p|
+3235|46|O|104695.09|1995-11-15|5-LOW|Clerk#000000349|0| quickly pinto beans. ironi|
+3236|142|O|39470.39|1996-11-06|4-NOT SPECIFIED|Clerk#000000553|0|ithely slyly pending req|
+3237|19|F|10508.12|1992-06-03|1-URGENT|Clerk#000000606|0|inal requests. slyly even foxes detect about the furiously exp|
+3238|61|F|41375.69|1993-02-21|5-LOW|Clerk#000000818|0|lly express deposits are. furiously unusual ideas wake carefully somas. instr|
+3239|35|O|156802.80|1998-01-12|4-NOT SPECIFIED|Clerk#000000619|0| cajole carefully along the furiously pending deposits. |
+3264|94|O|162634.53|1996-11-02|5-LOW|Clerk#000000244|0|carefully. express, bold|
+3265|53|F|43315.15|1992-06-27|1-URGENT|Clerk#000000265|0|re quickly quickly pe|
+3266|4|P|68309.28|1995-03-17|5-LOW|Clerk#000000545|0|refully ironic instructions. slyly final pi|
+3267|112|O|33998.90|1997-01-07|5-LOW|Clerk#000000484|0| the packages. regular decoys about the bold dependencies grow fi|
+3268|142|F|36024.96|1994-06-25|5-LOW|Clerk#000000746|0|y brave requests unwind furiously accordin|
+3269|17|O|218697.85|1996-03-01|3-MEDIUM|Clerk#000000378|0|ts. accounts wake carefully. carefully dogged accounts wake slyly slyly i|
+3270|38|O|166669.86|1997-05-28|1-URGENT|Clerk#000000375|0|uffily pending courts ca|
+3271|34|F|86534.05|1992-01-01|1-URGENT|Clerk#000000421|0|s. furiously regular requests|
+3296|148|F|187553.35|1994-10-19|3-MEDIUM|Clerk#000000991|0|as! carefully final requests wake. furiously even|
+3297|139|F|9679.45|1992-11-03|2-HIGH|Clerk#000000220|0| after the theodolites cajole carefully according to the finally|
+3298|116|O|62716.67|1996-04-17|5-LOW|Clerk#000000241|0|even accounts boost |
+3299|91|F|42867.92|1993-12-26|3-MEDIUM|Clerk#000000853|0|bold deposits. special instructions sleep care|
+3300|118|O|27049.22|1995-07-15|5-LOW|Clerk#000000198|0|ses. carefully unusual instructions must have to detect about the blithel|
+3301|133|F|48497.09|1994-09-04|4-NOT SPECIFIED|Clerk#000000325|0|ular gifts impress enticingly carefully express deposits; instructions boo|
+3302|34|O|38330.42|1995-11-14|2-HIGH|Clerk#000000367|0|eep blithely ironic requests. quickly even courts haggle slyly|
+3303|145|O|97758.28|1997-12-14|4-NOT SPECIFIED|Clerk#000000661|0|nto beans sleep furiously above the carefully ironic |
+3328|7|F|139580.85|1992-11-19|5-LOW|Clerk#000000384|0|ake among the express accounts? carefully ironic packages cajole never.|
+3329|4|O|46107.70|1995-07-03|2-HIGH|Clerk#000000236|0|old deposits. special accounts haggle furiousl|
+3330|7|F|43255.19|1994-12-19|1-URGENT|Clerk#000000124|0|kages use. carefully regular deposits cajole carefully about |
+3331|91|F|65189.17|1993-05-21|2-HIGH|Clerk#000000901|0|uffily carefully sly accounts. blithely unu|
+3332|143|F|73739.06|1994-11-05|1-URGENT|Clerk#000000840|0|ans detect carefully furiously final deposits: regular accoun|
+3333|92|F|197973.22|1992-09-16|4-NOT SPECIFIED|Clerk#000000157|0|ctions boost slyly quickly even accounts. deposits along|
+3334|76|O|28930.68|1996-02-18|5-LOW|Clerk#000000532|0|ounts maintain carefully. furiously close request|
+3335|49|O|112603.34|1995-10-15|3-MEDIUM|Clerk#000000694|0| deposits poach. ironic ideas about the carefully ironi|
+3360|103|O|168750.48|1998-01-23|5-LOW|Clerk#000000254|0| the deposits. fluffily bold requests cajole regula|
+3361|49|F|75026.51|1992-08-23|4-NOT SPECIFIED|Clerk#000000577|0|unts detect furiously instructions. slow deposi|
+3362|140|O|183176.60|1995-07-29|5-LOW|Clerk#000000011|0|the quickly pending deposits. silent, ev|
+3363|52|O|91017.61|1995-09-23|2-HIGH|Clerk#000000615|0|posits. ironic, final deposits are furiously slyly pending |
+3364|46|O|108412.57|1997-06-21|1-URGENT|Clerk#000000280|0|y even foxes? blithely stea|
+3365|82|F|174634.12|1994-11-09|2-HIGH|Clerk#000000126|0|he slyly regular foxes nag about the accounts. fluffily |
+3366|52|O|13603.08|1997-05-18|1-URGENT|Clerk#000000160|0| pinto beans upon the quickly expres|
+3367|73|F|101339.68|1992-12-31|4-NOT SPECIFIED|Clerk#000000029|0|efully blithely ironic pinto beans. carefully close |
+3392|74|O|96057.42|1995-10-28|1-URGENT|Clerk#000000325|0|es thrash blithely depths. bold multipliers wake f|
+3393|98|O|183104.71|1995-07-04|2-HIGH|Clerk#000000076|0|even requests. excuses are carefully deposits. fluf|
+3394|149|O|162165.94|1996-05-05|4-NOT SPECIFIED|Clerk#000000105|0| blithely among the attainments. carefully final accounts nag blit|
+3395|149|F|141486.77|1994-10-30|4-NOT SPECIFIED|Clerk#000000682|0|ideas haggle beside the ev|
+3396|149|F|196443.16|1994-05-21|3-MEDIUM|Clerk#000000868|0|uffily regular platelet|
+3397|130|F|80084.61|1994-06-23|3-MEDIUM|Clerk#000000048|0|yly. final deposits wake f|
+3398|67|O|1147.42|1996-09-23|1-URGENT|Clerk#000000818|0|uthless, special courts atop the unusual accounts grow fur|
+3399|122|P|56938.16|1995-02-28|4-NOT SPECIFIED|Clerk#000000575|0|the carefully sly accounts. regular, pending theodolites wa|
+3424|103|O|42410.57|1996-08-21|1-URGENT|Clerk#000000190|0|ven requests are quickly pending accounts. blithely furious requests |
+3425|115|O|157040.57|1996-03-31|4-NOT SPECIFIED|Clerk#000000188|0|ions. deposits nag blithely alongside of the carefully f|
+3426|53|O|91929.93|1996-10-16|3-MEDIUM|Clerk#000000283|0|alongside of the slyly|
+3427|4|O|133451.14|1997-05-29|4-NOT SPECIFIED|Clerk#000000404|0|y final pinto beans snooze fluffily bold asymptot|
+3428|10|O|88047.04|1996-04-07|5-LOW|Clerk#000000953|0|lar excuses. slyly pending ideas detect p|
+3429|146|O|141902.54|1997-01-06|4-NOT SPECIFIED|Clerk#000000737|0|l deposits cajole furiously enticing deposits. blithe packages haggle careful|
+3430|113|F|161066.22|1994-12-12|4-NOT SPECIFIED|Clerk#000000664|0| regular attainments are at the final foxes. final packages along the blithe|
+3431|47|F|45536.27|1993-08-22|1-URGENT|Clerk#000000439|0| sleep. slyly busy Tiresias a|
+3456|46|F|32796.35|1993-06-01|5-LOW|Clerk#000000924|0|es promise slyly. ironicall|
+3457|25|P|174223.20|1995-04-27|4-NOT SPECIFIED|Clerk#000000849|0|ely thin asymptotes. deposits kindle. pending|
+3458|95|F|153069.14|1994-12-22|2-HIGH|Clerk#000000392|0|rges snooze. slyly unusua|
+3459|119|F|127134.05|1994-07-28|4-NOT SPECIFIED|Clerk#000000777|0|n instructions? carefully regular excuses are blithely. silent, ironi|
+3460|82|O|245976.74|1995-10-03|2-HIGH|Clerk#000000078|0|ans integrate carefu|
+3461|100|F|190960.69|1993-01-31|1-URGENT|Clerk#000000504|0|al, bold deposits cajole fluffily fluffily final foxes. pending ideas beli|
+3462|133|O|63590.17|1997-05-17|3-MEDIUM|Clerk#000000657|0|uriously express asympto|
+3463|89|F|85255.56|1993-08-18|1-URGENT|Clerk#000000545|0|ding to the carefully ironic deposits|
+3488|148|F|92716.17|1995-01-08|3-MEDIUM|Clerk#000000694|0|cording to the carefully regular deposits. re|
+3489|109|F|62453.97|1993-07-29|3-MEDIUM|Clerk#000000307|0|s detect. carefully even platelets across the fur|
+3490|91|O|100106.96|1997-05-26|5-LOW|Clerk#000000703|0|gular ideas. furiously silent deposits across the unusual accounts boost i|
+3491|83|O|50287.06|1998-06-24|1-URGENT|Clerk#000000560|0|nic orbits believe carefully across the |
+3492|103|F|168721.45|1994-11-24|5-LOW|Clerk#000000066|0|packages along the regular foxes lose final dependencie|
+3493|82|F|41686.10|1993-08-24|2-HIGH|Clerk#000000887|0|lyly special accounts use blithely across the furiously sil|
+3494|49|F|136058.70|1993-04-04|5-LOW|Clerk#000000559|0|r instructions haggle. accounts cajole. carefully final requests at the |
+3495|31|O|58666.79|1996-02-26|2-HIGH|Clerk#000000441|0|nticing excuses are carefully|
+3520|125|O|151233.65|1997-08-04|1-URGENT|Clerk#000000023|0|hely. ideas nag; even, even fo|
+3521|7|F|142029.67|1992-10-26|5-LOW|Clerk#000000812|0|y even instructions cajole carefully above the bli|
+3522|26|F|151515.08|1994-09-26|5-LOW|Clerk#000000250|0|deposits-- slyly stealthy requests boost caref|
+3523|149|O|129657.08|1998-04-07|2-HIGH|Clerk#000000688|0|are on the carefully even depe|
+3524|94|F|22767.49|1992-05-03|2-HIGH|Clerk#000000607|0|efully unusual tithes among the foxes use blithely daringly bold deposits. re|
+3525|109|O|100749.60|1995-12-22|4-NOT SPECIFIED|Clerk#000000084|0|s nag among the blithely e|
+3526|56|F|53827.34|1995-03-16|5-LOW|Clerk#000000364|0|to the quickly special deposits print agai|
+3527|56|O|145232.09|1997-06-21|5-LOW|Clerk#000000874|0|regular ideas across the quickly bold theodo|
+3552|35|O|103656.44|1997-04-23|2-HIGH|Clerk#000000973|0| the ironic packages. furiously |
+3553|91|F|119838.14|1994-05-18|3-MEDIUM|Clerk#000000270|0|counts mold furiously. slyly i|
+3554|44|O|98335.61|1995-06-17|5-LOW|Clerk#000000931|0|hely ironic requests haggl|
+3555|46|O|134442.37|1996-07-07|5-LOW|Clerk#000000585|0|s nag carefully regular, even pinto be|
+3556|16|F|114681.55|1992-09-23|4-NOT SPECIFIED|Clerk#000000140|0|e. dependencies need to haggle alongs|
+3557|121|F|85477.89|1992-11-09|2-HIGH|Clerk#000000291|0|ithely courts. furi|
+3558|28|O|112912.00|1996-02-29|1-URGENT|Clerk#000000841|0|around the furiously even requests. quickl|
+3559|106|F|30722.49|1992-10-24|3-MEDIUM|Clerk#000000634|0|sly deposits. fluffily final ideas cajole careful|
+3584|13|O|80487.97|1997-08-11|1-URGENT|Clerk#000000760|0|fully bold packages. fluffily final braids haggle final, ironic dolphins. b|
+3585|139|F|159015.39|1994-11-23|2-HIGH|Clerk#000000988|0|regular asymptotes. bold pains above the carefully pending asymptot|
+3586|121|F|112845.04|1993-12-05|2-HIGH|Clerk#000000438|0|he quickly final courts. carefully regular requests nag unusua|
+3587|79|O|174798.97|1996-05-10|4-NOT SPECIFIED|Clerk#000000443|0|ular patterns detect |
+3588|119|F|207925.83|1995-03-19|4-NOT SPECIFIED|Clerk#000000316|0|ong the pains. evenly unusual |
+3589|31|F|39103.37|1994-05-26|2-HIGH|Clerk#000000023|0|ithe deposits nag furiously. furiously pending packages sleep f|
+3590|149|P|218482.70|1995-05-13|5-LOW|Clerk#000000986|0|lyly final deposits.|
+3591|136|F|98140.86|1993-12-08|3-MEDIUM|Clerk#000000144|0|ual foxes haggle! unusual request|
+3616|128|F|60933.29|1994-02-16|4-NOT SPECIFIED|Clerk#000000268|0|uickly about the quickly final requests. fluffily final packages wake evenly|
+3617|40|O|126205.42|1996-03-19|3-MEDIUM|Clerk#000000886|0|the carefully regular platelets ha|
+3618|10|O|136954.81|1997-12-13|3-MEDIUM|Clerk#000000894|0|. ideas run carefully. thin, pending |
+3619|149|O|222274.54|1996-11-20|2-HIGH|Clerk#000000211|0|uests mold after the blithely ironic excuses. slyly pending pa|
+3620|44|O|59291.75|1997-03-07|5-LOW|Clerk#000000124|0|le quickly against the epitaphs. requests sleep slyly according to the|
+3621|142|F|106150.05|1993-05-06|3-MEDIUM|Clerk#000000643|0|kly unusual deposits. qu|
+3622|91|O|109202.90|1995-11-27|5-LOW|Clerk#000000012|0|c deposits are fluffily about the blithely final theo|
+3623|4|O|175017.68|1996-12-26|1-URGENT|Clerk#000000184|0|- ironic excuses boost quickly in place |
+3648|125|F|180417.11|1993-06-17|5-LOW|Clerk#000000717|0|foxes. unusual deposits boost quickly. slyly regular asymptotes across t|
+3649|40|F|124470.32|1994-07-06|5-LOW|Clerk#000000349|0|taphs boost above the final p|
+3650|46|F|189547.57|1992-05-28|4-NOT SPECIFIED|Clerk#000000454|0|kages sleep fluffily slyly|
+3651|100|O|113191.45|1998-04-27|1-URGENT|Clerk#000000222|0|ly unusual deposits thrash quickly after the ideas.|
+3652|107|O|107732.23|1997-02-25|4-NOT SPECIFIED|Clerk#000000024|0|sly even requests after the |
+3653|40|F|142866.39|1994-03-27|1-URGENT|Clerk#000000402|0| pearls. bold accounts are along the ironic,|
+3654|7|F|222653.54|1992-06-03|5-LOW|Clerk#000000475|0|s cajole slyly carefully special theodolites. even deposits haggl|
+3655|49|F|74882.22|1992-10-06|1-URGENT|Clerk#000000815|0|er the carefully unusual deposits sleep quickly according to|
+3680|127|F|124402.59|1992-12-10|4-NOT SPECIFIED|Clerk#000000793|0|ular platelets. carefully regular packages cajole blithely al|
+3681|52|F|36889.65|1992-04-04|1-URGENT|Clerk#000000566|0|. ironic deposits against the ironic, regular frets use pending plat|
+3682|32|O|67525.43|1997-01-22|2-HIGH|Clerk#000000001|0|es haggle carefully. decoys nag |
+3683|88|F|99960.46|1993-03-04|2-HIGH|Clerk#000000248|0|ze across the express foxes. carefully special acco|
+3684|23|F|89509.91|1993-07-20|2-HIGH|Clerk#000000835|0|bold accounts affix along the carefully ironic requ|
+3685|16|F|154958.89|1992-01-17|3-MEDIUM|Clerk#000000954|0| sleep fluffily special ide|
+3686|40|O|82190.77|1998-07-07|2-HIGH|Clerk#000000175|0|s. furiously final pinto beans poach carefully among |
+3687|43|F|99851.38|1993-02-03|1-URGENT|Clerk#000000585|0|gular accounts. slyly regular instructions can are final ide|
+3712|64|F|127527.05|1992-01-02|2-HIGH|Clerk#000000032|0| promise according |
+3713|149|O|215342.63|1998-05-07|3-MEDIUM|Clerk#000000325|0|s haggle quickly. ironic, regular Tiresi|
+3714|40|O|84493.55|1998-05-01|3-MEDIUM|Clerk#000000595|0|nding accounts. ironic pinto beans wake slyly. furiously pendin|
+3715|65|O|64000.93|1996-03-18|1-URGENT|Clerk#000000463|0| always silent requests wake pinto beans. slyly pending foxes are aga|
+3716|43|O|146221.66|1997-08-19|4-NOT SPECIFIED|Clerk#000000748|0| pending ideas haggle. ironic,|
+3717|28|O|176525.53|1998-06-03|4-NOT SPECIFIED|Clerk#000000974|0|t the carefully even ideas use sp|
+3718|31|O|63195.54|1996-10-23|2-HIGH|Clerk#000000016|0|refully. furiously final packages use carefully slyly pending deposits! final,|
+3719|118|O|139902.71|1997-02-16|2-HIGH|Clerk#000000034|0|, enticing accounts are blithely among the daringly final asymptotes. furious|
+3744|65|F|33085.68|1992-01-10|3-MEDIUM|Clerk#000000765|0|osits sublate about the regular requests. fluffily unusual accou|
+3745|112|F|19405.73|1993-09-29|5-LOW|Clerk#000000181|0|ckages poach slyly against the foxes. slyly ironic instructi|
+3746|74|F|80018.54|1994-09-11|4-NOT SPECIFIED|Clerk#000000188|0|. express, special requests nag quic|
+3747|149|O|204355.65|1996-08-20|1-URGENT|Clerk#000000226|0|refully across the final theodolites. carefully bold accounts cajol|
+3748|53|O|83804.38|1998-02-28|1-URGENT|Clerk#000000156|0|slyly special packages|
+3749|38|P|87073.89|1995-02-24|3-MEDIUM|Clerk#000000639|0|y regular instructions haggle blithel|
+3750|97|P|177181.67|1995-04-30|3-MEDIUM|Clerk#000000885|0|y. express, even packages wake after the ide|
+3751|10|F|202917.72|1994-04-27|4-NOT SPECIFIED|Clerk#000000925|0|sheaves. express, unusual t|
+3776|85|F|150349.92|1992-11-20|2-HIGH|Clerk#000000698|0|efully even platelets slee|
+3777|28|F|82467.29|1994-04-08|3-MEDIUM|Clerk#000000941|0| regular, special dolphins cajole enticingly ca|
+3778|106|F|221036.31|1993-05-26|1-URGENT|Clerk#000000187|0| above the express requests. packages maintain fluffily according to|
+3779|74|O|31538.94|1997-01-05|4-NOT SPECIFIED|Clerk#000000670|0| against the deposits. quickly bold instructions x-ray. pending fox|
+3780|41|O|65385.42|1996-04-13|5-LOW|Clerk#000000967|0| around the brave, pendin|
+3781|139|O|133864.82|1996-06-20|1-URGENT|Clerk#000000394|0|yly after the ruthless packages. pinto beans use slyly: never ironic dependenc|
+3782|65|O|145096.17|1996-08-24|1-URGENT|Clerk#000000121|0|counts are. pending, regular asym|
+3783|44|F|155017.92|1993-12-06|4-NOT SPECIFIED|Clerk#000000614|0| along the pinto beans. special packages use. regular theo|
+3808|79|F|228054.01|1994-04-24|1-URGENT|Clerk#000000717|0|odolites. blithely ironic cour|
+3809|148|O|143070.70|1996-05-01|5-LOW|Clerk#000000646|0| regular excuses. even theodolites are fluffily according to t|
+3810|100|F|124675.27|1992-09-17|1-URGENT|Clerk#000000660|0|ters sleep across the carefully final |
+3811|80|O|154967.89|1998-04-16|3-MEDIUM|Clerk#000000290|0|sits wake slyly abo|
+3812|41|O|70502.52|1996-08-13|3-MEDIUM|Clerk#000000727|0|al, final requests cajole|
+3813|146|O|77247.05|1998-06-29|1-URGENT|Clerk#000000531|0|g the furiously regular instructions|
+3814|118|P|149451.88|1995-02-22|5-LOW|Clerk#000000669|0| the furiously pending theodo|
+3815|104|O|14275.01|1997-08-26|1-URGENT|Clerk#000000249|0|es snooze carefully stealth|
+3840|100|O|187156.38|1998-07-17|4-NOT SPECIFIED|Clerk#000000713|0|yly slow theodolites. enticingly |
+3841|58|F|129033.13|1994-10-05|4-NOT SPECIFIED|Clerk#000000018|0| bold requests sleep quickly ironic packages. sometimes regular deposits nag |
+3842|28|F|131447.03|1992-04-09|5-LOW|Clerk#000000418|0|silent ideas. final deposits use furiously. blithely express excuses cajole fu|
+3843|10|O|34035.17|1997-01-04|4-NOT SPECIFIED|Clerk#000000693|0|eodolites; slyly unusual accounts nag boldly |
+3844|79|F|6793.45|1994-12-29|1-URGENT|Clerk#000000686|0|r dolphins. slyly ironic theodolites ag|
+3845|89|F|134333.33|1992-04-26|1-URGENT|Clerk#000000404|0|es among the pending, regular accounts sleep blithely blithely even de|
+3846|49|O|123120.06|1998-02-05|2-HIGH|Clerk#000000877|0|y alongside of the slyl|
+3847|34|F|7014.31|1993-03-12|5-LOW|Clerk#000000338|0|uriously even deposits. furiously pe|
+3872|134|O|198538.68|1996-09-06|5-LOW|Clerk#000000943|0|counts boost slyly against the ironic platelets-- blithely p|
+3873|55|O|95291.79|1998-03-30|4-NOT SPECIFIED|Clerk#000000791|0|express deposits-- even ideas |
+3874|119|F|66455.34|1993-06-09|3-MEDIUM|Clerk#000000208|0|ular asymptotes sleep blithely ironic ideas. blithel|
+3875|118|O|74483.95|1997-09-10|1-URGENT|Clerk#000000587|0| solve among the fluffily even |
+3876|29|O|95126.32|1996-08-02|5-LOW|Clerk#000000708|0|into beans. blithely|
+3877|17|F|178492.01|1993-05-21|5-LOW|Clerk#000000652|0|foxes. thinly bold reques|
+3878|88|O|59989.66|1997-03-23|1-URGENT|Clerk#000000314|0|e carefully regular platelets. special, express dependencies slee|
+3879|142|O|80274.22|1995-11-23|1-URGENT|Clerk#000000231|0|sts along the quickly ironic sentiments cajole carefully according to t|
+3904|149|O|39338.44|1997-11-15|4-NOT SPECIFIED|Clerk#000000883|0|sits haggle furiously across the requests. theodolites ha|
+3905|22|F|56227.04|1993-12-21|4-NOT SPECIFIED|Clerk#000000573|0|usly even accounts lose quietly above the slyly express p|
+3906|46|F|145630.76|1992-05-28|3-MEDIUM|Clerk#000000867|0|ironic theodolites haggle blithely above the final re|
+3907|67|F|240457.56|1992-08-19|3-MEDIUM|Clerk#000000084|0|gular pinto beans sleep f|
+3908|43|F|57127.71|1993-03-09|3-MEDIUM|Clerk#000000490|0|ounts cajole. regularly|
+3909|22|O|82746.74|1998-07-27|1-URGENT|Clerk#000000980|0|nic, special theodolites sleep furiously! furiously |
+3910|64|O|47272.67|1996-08-26|3-MEDIUM|Clerk#000000270|0|ickly. furiously final packag|
+3911|10|P|35019.95|1995-03-17|4-NOT SPECIFIED|Clerk#000000818|0|he fluffily final forges haggle slyly according to the blithely|
+3936|32|O|168618.39|1996-11-07|2-HIGH|Clerk#000000200|0|iously express packages engage slyly fina|
+3937|94|O|187516.29|1997-11-30|4-NOT SPECIFIED|Clerk#000000189|0|ckages boost carefully blithely q|
+3938|31|F|46918.22|1993-03-03|1-URGENT|Clerk#000000199|0|. unusual, final foxes haggle|
+3939|70|O|8720.45|1996-01-11|5-LOW|Clerk#000000647|0|ly ruthlessly silent requests. blithely regular requests haggle blithely wh|
+3940|149|O|129012.84|1996-02-14|5-LOW|Clerk#000000363|0|e above the ideas. quickly even dependencies along the blithely ir|
+3941|136|O|95453.80|1996-08-29|2-HIGH|Clerk#000000503|0|gular theodolites integrate quickly |
+3942|76|F|38596.81|1993-06-28|4-NOT SPECIFIED|Clerk#000000608|0|eas cajole bold requests. idly silent instructions |
+3943|40|O|60314.97|1996-10-09|5-LOW|Clerk#000000482|0|se alongside of the final pinto beans. regular packages boost across the ca|
+3968|25|O|121704.45|1997-02-17|4-NOT SPECIFIED|Clerk#000000431|0| the slyly special accounts; |
+3969|52|O|169797.40|1997-05-14|2-HIGH|Clerk#000000731|0|uriously final dependencies slee|
+3970|76|F|163709.85|1992-03-27|3-MEDIUM|Clerk#000000190|0|luffily furiously regular deposits. blithely special requests cajole blithely|
+3971|104|O|47925.47|1996-06-28|5-LOW|Clerk#000000287|0|alongside of the instructions ought to are |
+3972|124|F|1861.19|1994-04-21|3-MEDIUM|Clerk#000000049|0|y regular requests haggle quickly. pending, express acco|
+3973|103|F|91541.48|1992-03-24|4-NOT SPECIFIED|Clerk#000000114|0|somas according to the quickly even instructions wake fu|
+3974|94|O|56779.06|1996-03-05|4-NOT SPECIFIED|Clerk#000000938|0|deposits are furiously beneath the bl|
+3975|118|O|37804.43|1995-04-11|3-MEDIUM|Clerk#000000016|0|ts. regular, regular Tiresias play furiously. ironi|
+4000|70|F|84053.93|1992-01-04|5-LOW|Clerk#000000339|0|le carefully closely even pinto beans. regular, ironic foxes against the|
+4001|115|O|95929.46|1997-05-15|3-MEDIUM|Clerk#000000878|0|detect. asymptotes sleep furio|
+4002|104|O|76518.11|1997-04-08|5-LOW|Clerk#000000097|0| regular braids are. furiously even patterns agains|
+4003|112|F|17603.01|1993-01-27|1-URGENT|Clerk#000000177|0| blithe theodolites are slyly. slyly silent accounts toward|
+4004|70|F|220715.14|1993-05-07|3-MEDIUM|Clerk#000000273|0|accounts among the blithely regular sentiments |
+4005|140|O|129062.13|1996-11-20|2-HIGH|Clerk#000000341|0|ily according to the slyly iron|
+4006|35|F|70557.05|1995-01-04|3-MEDIUM|Clerk#000000765|0|ly ironic packages integrate. regular requests alongside of |
+4007|8|F|116193.97|1993-06-18|2-HIGH|Clerk#000000623|0|ecial packages. slyly regular accounts integrate |
+4032|10|O|62497.51|1998-02-26|3-MEDIUM|Clerk#000000686|0|iresias sleep slyly regular ideas. quickly unusual|
+4033|83|F|57740.74|1993-06-02|5-LOW|Clerk#000000181|0|ously bold instructions haggle furiously above the fluf|
+4034|94|F|186912.51|1993-11-14|4-NOT SPECIFIED|Clerk#000000548|0|ts x-ray. express requests affix fluffily regular theodolites. pending, fina|
+4035|118|F|22840.21|1992-02-19|5-LOW|Clerk#000000097|0|he ironic deposits sleep blith|
+4036|47|O|82563.10|1997-04-26|3-MEDIUM|Clerk#000000398|0|ly express deposits nag slyly. ironic, final asymptotes boost bra|
+4037|121|F|36389.43|1993-03-24|2-HIGH|Clerk#000000384|0|t carefully above the unusual the|
+4038|94|O|155045.39|1996-01-06|1-URGENT|Clerk#000000272|0|re slyly. silent requests wake quickly. regular packages play quickly |
+4039|29|O|143753.01|1997-11-16|1-URGENT|Clerk#000000358|0|ly ironic deposits. ironic reques|
+4064|130|O|148500.71|1996-10-10|4-NOT SPECIFIED|Clerk#000000598|0|ccounts. furiously unusual theodolites wake carefully about|
+4065|80|F|156345.64|1994-06-09|1-URGENT|Clerk#000000131|0|even foxes! slyly final deposits agai|
+4066|32|O|176911.21|1997-01-27|4-NOT SPECIFIED|Clerk#000000286|0|yly ironic dinos. quickly regular accounts haggle. requests wa|
+4067|16|F|136517.34|1992-10-07|2-HIGH|Clerk#000000027|0|tes boost furiously quick asymptotes. final deposits of the dolphins solv|
+4068|125|O|71852.67|1996-09-18|3-MEDIUM|Clerk#000000203|0|lly even accounts wake furiously across the unusual platelets. unusu|
+4069|73|F|198816.13|1992-05-13|3-MEDIUM|Clerk#000000359|0|deposits: slyly bold ideas detect furiously. f|
+4070|29|O|98275.37|1995-06-12|2-HIGH|Clerk#000000713|0|xpress ideas poach ab|
+4071|148|O|67789.42|1996-09-15|4-NOT SPECIFIED|Clerk#000000486|0|nal deposits. pending deposits d|
+4096|139|F|81089.61|1992-07-03|4-NOT SPECIFIED|Clerk#000000706|0|sits. quickly thin deposits x-ray blith|
+4097|10|O|134308.04|1996-05-24|1-URGENT|Clerk#000000475|0|ickly under the even accounts. even packages after the furiously express|
+4098|23|O|48478.54|1996-11-05|4-NOT SPECIFIED|Clerk#000000491|0|otes. quickly final requests after the stealthily ironic pinto bean|
+4099|17|F|207364.80|1992-08-21|1-URGENT|Clerk#000000379|0|r platelets. slyly regular requests cajole carefully against the|
+4100|4|O|3892.77|1996-03-12|3-MEDIUM|Clerk#000000429|0|posits. carefully unusual packages use pending deposits. regular she|
+4101|142|F|21640.10|1993-11-22|4-NOT SPECIFIED|Clerk#000000704|0|y around the express, careful epitaphs. accounts use fluffily. quickly p|
+4102|22|O|128786.57|1996-03-17|1-URGENT|Clerk#000000675|0|nding dependencies was slyly about the bl|
+4103|106|F|38164.23|1992-07-03|5-LOW|Clerk#000000679|0|fully ironic dependencies.|
+4128|139|O|5472.17|1995-10-07|4-NOT SPECIFIED|Clerk#000000635|0|ctions. dependencies from the slyly regular accounts nag slyly fu|
+4129|32|F|67226.28|1993-06-26|3-MEDIUM|Clerk#000000541|0|nwind. quickly final theodolites use packages. accounts|
+4130|104|O|47823.04|1996-03-10|5-LOW|Clerk#000000609|0|omise alongside of the carefully final foxes. blithel|
+4131|44|O|145971.60|1998-01-30|1-URGENT|Clerk#000000612|0| above the foxes hang |
+4132|19|P|65601.08|1995-05-29|4-NOT SPECIFIED|Clerk#000000158|0|ld asymptotes solve alongside of the express, final packages. fluffily fi|
+4133|101|F|31693.88|1992-08-07|4-NOT SPECIFIED|Clerk#000000268|0|al, express foxes. quickly pending deposits might cajole alongsi|
+4134|97|F|125191.12|1995-01-12|1-URGENT|Clerk#000000171|0|fully even deposits. regular de|
+4135|37|O|99577.55|1997-03-10|3-MEDIUM|Clerk#000000627|0|ly quietly even ideas. deposits haggle blithely|
+4160|55|O|82493.07|1996-08-20|5-LOW|Clerk#000000283|0|the carefully special accounts. furiously regular dugouts alongs|
+4161|118|F|198995.21|1993-08-21|5-LOW|Clerk#000000047|0|nts. fluffily regular foxes above the quickly daring reques|
+4162|22|F|72359.55|1992-02-10|5-LOW|Clerk#000000179|0|r packages are slyly accounts. furiously special foxes detect carefully re|
+4163|64|F|11493.80|1992-12-21|2-HIGH|Clerk#000000268|0| integrate furiously slyly regular depende|
+4164|94|O|8709.16|1998-07-03|2-HIGH|Clerk#000000720|0| regularly busy theodolites boost furiously quickly bold packages. express, s|
+4165|4|O|11405.40|1997-07-25|3-MEDIUM|Clerk#000000621|0|special foxes affix never blithely ironic pinto beans; blithely |
+4166|43|F|100671.06|1993-02-28|5-LOW|Clerk#000000757|0|quickly sly forges impress. careful foxes across the blithely even a|
+4167|28|O|62108.45|1998-06-17|1-URGENT|Clerk#000000917|0|kly furiously even deposits. unu|
+4192|146|O|197192.95|1998-04-19|1-URGENT|Clerk#000000369|0|equests above the slyly regular pinto beans unwi|
+4193|4|F|143191.54|1994-01-09|2-HIGH|Clerk#000000201|0|ng accounts haggle quickly. packages use fluffily ironic excu|
+4194|106|F|62972.29|1994-10-16|3-MEDIUM|Clerk#000000385|0| instructions are quickly even pinto beans. courts boost furiously regular, ev|
+4195|104|F|54478.95|1993-05-29|4-NOT SPECIFIED|Clerk#000000777|0| pinto beans cajole furiously theodolites-- slyly regular deposits doub|
+4196|106|O|201455.98|1998-05-15|3-MEDIUM|Clerk#000000532|0|affix carefully. quickly final requests |
+4197|92|O|217709.03|1996-08-13|4-NOT SPECIFIED|Clerk#000000264|0| pinto beans according|
+4198|143|O|105789.01|1997-06-16|3-MEDIUM|Clerk#000000583|0|g the special packages haggle pen|
+4199|5|F|30494.62|1992-02-13|1-URGENT|Clerk#000000309|0|e blithely. special deposits haggle slyly final foxes. carefully even|
+4224|70|O|150655.44|1997-07-14|1-URGENT|Clerk#000000034|0|jole quickly final dolphins. slyly pending foxes wake furiously bold pl|
+4225|128|O|72533.07|1997-06-03|3-MEDIUM|Clerk#000000992|0|r the platelets nag among the special deposits. ironic, ironic re|
+4226|92|F|29827.44|1993-03-09|5-LOW|Clerk#000000203|0|phins wake slyly regular packages. deposits haggle slowl|
+4227|133|F|92261.08|1995-02-24|1-URGENT|Clerk#000000063|0|ng the requests; ideas haggle fluffily. slyly unusual ideas c|
+4228|110|O|22072.16|1997-03-28|5-LOW|Clerk#000000309|0|pecial requests aft|
+4229|14|O|75145.87|1998-03-03|1-URGENT|Clerk#000000301|0|p furiously: final excuses hagg|
+4230|140|F|219709.60|1992-03-04|1-URGENT|Clerk#000000364|0|lly ironic deposits integrate carefully about the fu|
+4231|86|O|111403.66|1997-11-20|4-NOT SPECIFIED|Clerk#000000630|0|ly final accounts cajole furiously accounts. bravely ironic platelets am|
+4256|118|F|23067.48|1992-04-05|4-NOT SPECIFIED|Clerk#000000043|0|y alongside of the fluffily iro|
+4257|17|P|41723.86|1995-03-25|3-MEDIUM|Clerk#000000682|0|r ideas cajole along the blithely regular gifts.|
+4258|92|O|133829.35|1996-10-27|4-NOT SPECIFIED|Clerk#000000364|0|efully final platelets around the blit|
+4259|104|O|12918.70|1997-10-09|5-LOW|Clerk#000000781|0|es snooze slyly against the furiously unusual ideas. furious|
+4260|142|F|18566.14|1992-05-16|4-NOT SPECIFIED|Clerk#000000919|0|e among the fluffily bold accounts.|
+4261|118|F|83665.20|1992-10-03|1-URGENT|Clerk#000000662|0| about the even, pending packages. slyly bold deposits boost|
+4262|88|O|176278.57|1996-08-04|3-MEDIUM|Clerk#000000239|0| of the furious accounts. furiously regular accounts w|
+4263|4|O|158885.83|1998-03-16|1-URGENT|Clerk#000000265|0|sly ruthless deposits. final packages are instructions. fu|
+4288|34|F|75030.81|1992-12-04|4-NOT SPECIFIED|Clerk#000000823|0|usly carefully even theodolites: slyly express pac|
+4289|125|F|20752.62|1993-10-07|3-MEDIUM|Clerk#000000912|0|e carefully close instructions. slyly special reques|
+4290|41|F|26128.99|1995-01-15|3-MEDIUM|Clerk#000000688|0| slyly quickly bold requests. final deposits haggle pending ideas! som|
+4291|89|F|71822.86|1993-11-29|3-MEDIUM|Clerk#000000655|0| sleep fluffily between the bold packages. bold|
+4292|25|F|145906.24|1992-01-09|3-MEDIUM|Clerk#000000794|0| ruthlessly. slyly bo|
+4293|103|O|198322.91|1996-08-20|2-HIGH|Clerk#000000750|0|ly packages. regular packages nag according to t|
+4294|49|F|232194.74|1992-08-15|3-MEDIUM|Clerk#000000407|0|ng pinto beans breach. slyly express requests bo|
+4295|5|O|77754.62|1996-02-10|3-MEDIUM|Clerk#000000023|0|e boldly bold dependencies|
+4320|115|O|67049.37|1996-12-08|4-NOT SPECIFIED|Clerk#000000223|0|ages haggle after the slowly bold se|
+4321|16|F|118896.95|1994-07-18|3-MEDIUM|Clerk#000000041|0|ending deposits are carefully carefully regular packa|
+4322|142|O|149671.92|1998-03-13|3-MEDIUM|Clerk#000000433|0|totes nag across the fluffily special instructions. quickly silent hockey |
+4323|104|F|27598.17|1994-01-23|2-HIGH|Clerk#000000282|0|lve after the slyly regular multipliers. even, regular excus|
+4324|73|O|178249.05|1995-07-17|1-URGENT|Clerk#000000800|0|ccounts. slyly stealthy requests shall have t|
+4325|130|O|20214.49|1996-07-18|2-HIGH|Clerk#000000591|0|y around the always ev|
+4326|29|O|39048.94|1996-10-27|4-NOT SPECIFIED|Clerk#000000869|0|packages. carefully express deposit|
+4327|146|P|126235.35|1995-03-16|2-HIGH|Clerk#000000571|0|yly pending braids. final requests abo|
+4352|14|O|18653.09|1997-11-26|2-HIGH|Clerk#000000620|0|ly final platelets integrate carefully even requ|
+4353|73|O|21815.30|1997-12-12|2-HIGH|Clerk#000000790|0|uickly even ideas cajole|
+4354|145|F|179827.12|1994-09-30|4-NOT SPECIFIED|Clerk#000000046|0|pending notornis. requests serve |
+4355|4|O|186370.23|1996-11-16|1-URGENT|Clerk#000000362|0|ndencies use furiously across the regular |
+4356|97|F|39828.51|1994-04-11|5-LOW|Clerk#000000956|0| asymptotes sleep blithely. asymptotes sleep. blithely regul|
+4357|47|O|67045.94|1997-10-23|4-NOT SPECIFIED|Clerk#000000031|0|ages nag between the|
+4358|25|O|46298.53|1997-08-12|1-URGENT|Clerk#000000692|0|according to the fluffily special asymptotes |
+4359|16|F|107824.40|1993-03-03|1-URGENT|Clerk#000000393|0|sts. special, unusual deposits across the ironic theodo|
+4384|25|F|52562.16|1992-07-13|1-URGENT|Clerk#000000192|0|onic platelets. furiously regular asymptotes according to the special pac|
+4385|122|O|39190.62|1996-08-06|2-HIGH|Clerk#000000597|0|ully final requests. ironic, even dolphins above the regular |
+4386|61|O|134413.58|1998-02-06|5-LOW|Clerk#000000070|0| dolphins. silent, idle pinto beans |
+4387|110|O|116740.67|1995-10-23|1-URGENT|Clerk#000000025|0|ter the regular pinto beans. special, final gifts above the requests wi|
+4388|10|O|69668.22|1996-03-28|2-HIGH|Clerk#000000715|0|ts wake against the carefully final accounts. sly|
+4389|55|F|120324.82|1994-05-05|3-MEDIUM|Clerk#000000403|0|wly express excuses after the permanently even instructions are|
+4390|7|P|140608.69|1995-05-23|1-URGENT|Clerk#000000691|0|inal pinto beans. exp|
+4391|38|F|48284.06|1992-02-18|2-HIGH|Clerk#000000880|0|regular accounts. even depo|
+4416|149|F|76067.10|1992-06-30|5-LOW|Clerk#000000391|0| deposits. ideas cajole express theodolites: |
+4417|67|O|60868.39|1998-07-09|1-URGENT|Clerk#000000365|0|ideas are alongside of the blithely final reque|
+4418|61|F|47099.71|1993-03-25|3-MEDIUM|Clerk#000000731|0|pecial pinto beans. close foxes affix iron|
+4419|104|O|94030.43|1996-06-12|4-NOT SPECIFIED|Clerk#000000410|0|ages wake furiously slyly thin theodolit|
+4420|109|F|6088.41|1994-06-18|1-URGENT|Clerk#000000706|0|lly bold deposits along the bold, pending foxes detect blithely after the acco|
+4421|10|O|258779.02|1997-04-04|3-MEDIUM|Clerk#000000246|0|t the pending warhorses. express waters a|
+4422|70|P|107140.22|1995-05-22|3-MEDIUM|Clerk#000000938|0|ly bold accounts sleep special, regular foxes. doggedly regular in|
+4423|64|F|4913.06|1995-02-17|5-LOW|Clerk#000000888|0|excuses are ruthless|
+4448|70|O|127191.47|1998-05-21|2-HIGH|Clerk#000000428|0|. deposits haggle around the silent packages; slyly unusual packages|
+4449|10|O|48206.14|1998-02-08|5-LOW|Clerk#000000035|0|ourts are carefully even deposits. pending |
+4450|106|O|110194.31|1997-07-15|1-URGENT|Clerk#000000867|0|quests boost. furiously even realms are blithely bold requests. bl|
+4451|4|F|92851.80|1994-10-01|1-URGENT|Clerk#000000181|0|. carefully final foxes along the quickly express T|
+4452|13|F|64838.66|1994-06-21|5-LOW|Clerk#000000985|0|oxes are slyly. express, ironic pinto beans wake after the quickly pending re|
+4453|65|O|137030.40|1997-04-01|3-MEDIUM|Clerk#000000603|0|ages could have to nag slyly furiously even asymptotes! slowly regular |
+4454|142|F|159578.94|1994-02-02|5-LOW|Clerk#000000411|0|uriously regular pint|
+4455|19|F|102534.63|1993-10-11|3-MEDIUM|Clerk#000000924|0|even requests. bravely regular foxes according to the carefully unusual |
+4480|85|F|28658.26|1994-03-31|4-NOT SPECIFIED|Clerk#000000534|0|press, bold deposits boost blit|
+4481|148|O|77705.40|1996-03-30|5-LOW|Clerk#000000443|0|press sheaves cajole furio|
+4482|82|P|63535.56|1995-05-15|4-NOT SPECIFIED|Clerk#000000534|0|ravely bold accounts. furiously ironic instructions affix quickly. pend|
+4483|52|F|126597.21|1992-03-07|3-MEDIUM|Clerk#000000615|0|its. blithely idle accounts run; theodolites wake carefully around the fi|
+4484|131|O|237947.61|1996-12-24|1-URGENT|Clerk#000000392|0|ct across the pinto beans. quickly pending excuses engage furiously.|
+4485|53|F|182432.17|1994-11-13|3-MEDIUM|Clerk#000000038|0|es wake slyly even packages. blithely brave requests nag above the regul|
+4486|37|O|135613.18|1998-03-03|2-HIGH|Clerk#000000656|0|ffily according to the carefully pending acc|
+4487|46|F|109469.90|1993-02-23|3-MEDIUM|Clerk#000000017|0|s up the never pending excuses wake furiously special pinto beans. furiously i|
+4512|70|O|148682.82|1995-10-25|5-LOW|Clerk#000000393|0|ending instructions maintain fu|
+4513|85|O|119820.38|1996-03-15|5-LOW|Clerk#000000154|0|ests. final, final ideas|
+4514|97|F|143899.85|1994-04-30|3-MEDIUM|Clerk#000000074|0|deposits according to the carefull|
+4515|140|F|161745.44|1992-03-17|1-URGENT|Clerk#000000191|0|quests among the accounts sleep boldly about the regular f|
+4516|130|F|35949.14|1994-03-29|3-MEDIUM|Clerk#000000739|0|ing packages sleep slyly regular attainments|
+4517|113|O|47614.08|1998-03-07|4-NOT SPECIFIED|Clerk#000000231|0|uriously final deposits doze furiously furiously reg|
+4518|125|O|25861.74|1997-05-01|3-MEDIUM|Clerk#000000187|0|luffily against the spec|
+4519|136|F|68885.66|1993-03-30|4-NOT SPECIFIED|Clerk#000000938|0|ccording to the final |
+4544|112|O|151148.81|1997-08-07|3-MEDIUM|Clerk#000000435|0|g dependencies dazzle slyly ironic somas. carefu|
+4545|59|F|143276.28|1993-01-17|4-NOT SPECIFIED|Clerk#000000303|0|ep. requests use sly|
+4546|43|O|39906.87|1995-07-29|5-LOW|Clerk#000000373|0|ns sleep. regular, regular instructions maintai|
+4547|109|F|52114.01|1993-08-23|3-MEDIUM|Clerk#000000519|0|uctions thrash platelets. slyly final foxes wake slyly against th|
+4548|127|O|139915.23|1996-06-28|5-LOW|Clerk#000000798|0| in place of the blithely express sentiments haggle slyly r|
+4549|64|O|43889.17|1998-03-05|4-NOT SPECIFIED|Clerk#000000965|0|ully even deposits dazzle. fluffily pending ideas against the requests|
+4550|118|F|27461.48|1994-12-29|2-HIGH|Clerk#000000748|0|s haggle carefully acco|
+4551|109|O|82824.14|1996-02-09|2-HIGH|Clerk#000000462|0|ts. slyly quick theodolite|
+4576|139|O|56936.10|1996-08-14|5-LOW|Clerk#000000798|0|e pending deposits. |
+4577|79|O|104259.88|1998-05-02|5-LOW|Clerk#000000409|0|ly. unusual platelets are alw|
+4578|91|F|95761.93|1992-09-13|5-LOW|Clerk#000000121|0| to the furiously ironic instructions? furiou|
+4579|106|O|85927.85|1995-12-01|2-HIGH|Clerk#000000951|0|its wake quickly blithely specia|
+4580|82|F|118464.65|1993-11-15|4-NOT SPECIFIED|Clerk#000000086|0|rs wake blithely regular requests. fluffily ev|
+4581|79|F|89592.11|1992-09-04|4-NOT SPECIFIED|Clerk#000000687|0|ges. carefully pending accounts use furiously abo|
+4582|19|O|18247.86|1996-07-04|1-URGENT|Clerk#000000638|0|g the furiously regular pac|
+4583|22|F|206495.43|1994-09-25|3-MEDIUM|Clerk#000000240|0|equests. slyly even platelets was qui|
+4608|80|F|157767.86|1994-06-17|1-URGENT|Clerk#000000259|0|y even instructions detect slyly asymptotes. blithely final packa|
+4609|133|O|70462.84|1996-12-05|3-MEDIUM|Clerk#000000239|0|hang slyly slyly expre|
+4610|26|F|135934.60|1993-06-18|5-LOW|Clerk#000000616|0|e carefully express pinto|
+4611|29|F|166506.22|1993-01-10|2-HIGH|Clerk#000000152|0|. furiously regular instructions haggle dolphins. even instructions det|
+4612|61|F|82598.87|1993-09-20|3-MEDIUM|Clerk#000000397|0|bove the deposits. even deposits dazzle. slyly express packages haggle sl|
+4613|133|O|212339.55|1998-03-05|3-MEDIUM|Clerk#000000541|0|furiously blithely pending dependen|
+4614|61|O|151801.06|1996-04-22|1-URGENT|Clerk#000000974|0| sauternes wake thinly special accounts. fur|
+4615|29|F|10500.27|1993-08-27|3-MEDIUM|Clerk#000000982|0|jole after the fluffily pending foxes. packages affix carefully acco|
+4640|97|O|81138.17|1996-01-01|5-LOW|Clerk#000000902|0|requests. deposits do detect above the blithely iron|
+4641|134|F|98485.21|1993-01-20|4-NOT SPECIFIED|Clerk#000000755|0|ronic, final requests integrate slyly: specia|
+4642|148|F|117537.87|1995-02-27|1-URGENT|Clerk#000000295|0|cial requests wake carefully around the regular, unusual ideas. furi|
+4643|67|O|52414.19|1995-06-30|2-HIGH|Clerk#000000292|0|ously regular packages. unusual, special platel|
+4644|94|O|85901.70|1998-01-17|5-LOW|Clerk#000000961|0|requests. fluffily even ideas bo|
+4645|44|F|231012.22|1994-09-20|1-URGENT|Clerk#000000764|0|fully even instructions. final gifts sublate quickly final requests. bl|
+4646|83|O|124637.19|1996-06-18|1-URGENT|Clerk#000000036|0|n place of the blithely qu|
+4647|28|F|110958.36|1994-05-14|3-MEDIUM|Clerk#000000626|0|out the deposits. slyly final pinto beans haggle idly. slyly s|
+4672|79|O|199593.71|1995-11-07|1-URGENT|Clerk#000000475|0|lyly final dependencies caj|
+4673|82|O|58094.75|1996-08-13|4-NOT SPECIFIED|Clerk#000000914|0|c deposits are slyly. bravely ironic deposits cajole carefully after the |
+4674|37|F|115411.37|1994-04-19|1-URGENT|Clerk#000000122|0|careful hockey players. carefully pending deposits caj|
+4675|86|F|68817.08|1993-11-25|4-NOT SPECIFIED|Clerk#000000741|0|al deposits haggle slyly final|
+4676|14|O|182025.95|1995-09-01|2-HIGH|Clerk#000000407|0|s. slyly bold accounts sleep furiously special|
+4677|40|O|25661.87|1998-02-21|3-MEDIUM|Clerk#000000245|0|ly pending deposits after the carefully regular foxes sleep blithely after t|
+4678|88|O|131752.07|1998-08-02|4-NOT SPECIFIED|Clerk#000000175|0|side of the bold platelets detect slyly blithely ironic e|
+4679|88|F|7211.59|1993-01-20|2-HIGH|Clerk#000000905|0|ely regular accounts affix slyly. final dolphins are. furiously final de|
+4704|2|O|63873.14|1996-08-16|4-NOT SPECIFIED|Clerk#000000256|0|lithely final requests about the fluffily regular |
+4705|98|F|173340.09|1992-03-22|4-NOT SPECIFIED|Clerk#000000522|0| special instructions poa|
+4706|25|F|101709.52|1992-12-29|4-NOT SPECIFIED|Clerk#000000722|0| packages above the never regular packages nag packages. deposits c|
+4707|91|F|61052.10|1995-02-27|2-HIGH|Clerk#000000943|0|ully enticing accounts behind the regular|
+4708|85|F|56998.36|1994-10-01|1-URGENT|Clerk#000000383|0|ly thinly even accounts. unusu|
+4709|26|O|49903.57|1996-01-08|3-MEDIUM|Clerk#000000785|0|he furiously even deposits! ironic theodolites haggle blithely. r|
+4710|100|F|88966.68|1994-12-08|4-NOT SPECIFIED|Clerk#000000734|0|the final, regular foxes. carefully ironic pattern|
+4711|142|O|129546.56|1998-05-06|1-URGENT|Clerk#000000818|0|mptotes. unusual packages wake furiously qui|
+4736|139|O|67572.73|1995-11-20|2-HIGH|Clerk#000000563|0|blithely regular courts affix into the carefully ironic deposits. slyly exp|
+4737|79|F|62014.51|1993-03-11|4-NOT SPECIFIED|Clerk#000000275|0|ents use slyly among the unusual, ironic pearls. furiously pending |
+4738|5|F|149466.62|1992-04-08|2-HIGH|Clerk#000000150|0|deposits. thin acco|
+4739|148|F|68255.82|1993-02-21|5-LOW|Clerk#000000872|0|ing to the pending attainments: pending, express account|
+4740|68|O|42579.40|1996-07-05|2-HIGH|Clerk#000000420|0| dependencies haggle about the|
+4741|127|F|180692.90|1992-07-07|4-NOT SPECIFIED|Clerk#000000983|0|ly bold deposits are slyly about the r|
+4742|64|P|155356.80|1995-03-23|3-MEDIUM|Clerk#000000058|0|n packages. quickly regular ideas cajole blithely|
+4743|97|F|65702.39|1993-03-31|5-LOW|Clerk#000000048|0|pinto beans above the bold, even idea|
+4768|136|F|4820.55|1993-11-22|2-HIGH|Clerk#000000875|0|ctions snooze idly beneath the quick waters. fluffily u|
+4769|121|P|136765.03|1995-04-14|4-NOT SPECIFIED|Clerk#000000116|0|pon the asymptotes. idle, final account|
+4770|59|O|72150.68|1995-06-20|2-HIGH|Clerk#000000461|0|cial instructions believe carefully. |
+4771|95|F|49625.21|1992-12-14|1-URGENT|Clerk#000000571|0|lly express deposits serve furiously along the f|
+4772|28|F|64102.93|1994-09-14|1-URGENT|Clerk#000000708|0|es sleep. regular requests haggle furiously slyly |
+4773|122|O|196080.26|1995-12-23|1-URGENT|Clerk#000000327|0|ptotes was slyly along the|
+4774|52|F|124380.73|1993-04-20|3-MEDIUM|Clerk#000000299|0|eposits use blithely bold deposits. carefully regular gifts about the fin|
+4775|128|O|112444.42|1995-08-13|4-NOT SPECIFIED|Clerk#000000609|0|s integrate slyly slyly final instructions. carefully bold pack|
+4800|37|F|91795.13|1992-01-06|5-LOW|Clerk#000000625|0|ggle furiously along the pending pinto beans. deposits use: final foxe|
+4801|88|O|108353.08|1996-01-25|1-URGENT|Clerk#000000553|0|r the final sentiments. pending theodolites sleep doggedly across t|
+4802|130|O|5978.65|1997-01-23|3-MEDIUM|Clerk#000000400|0| ironic, thin packages wake furiously ironic, ironic deposits. the|
+4803|124|O|158776.68|1996-02-08|5-LOW|Clerk#000000892|0|lly unusual courts are ironic|
+4804|37|F|111547.31|1992-01-28|2-HIGH|Clerk#000000614|0|ly final accounts. blithely unusual theodolite|
+4805|16|F|172102.96|1992-04-25|4-NOT SPECIFIED|Clerk#000000514|0|even accounts wake furiously slyly final accounts; blithel|
+4806|7|F|35390.15|1993-04-21|5-LOW|Clerk#000000625|0|ave accounts. furiously pending wa|
+4807|53|O|138902.23|1997-01-09|3-MEDIUM|Clerk#000000310|0|kly. slyly special accounts|
+4832|34|O|84954.79|1997-12-04|3-MEDIUM|Clerk#000000548|0|final accounts sleep among the blithe|
+4833|133|O|84800.44|1996-05-12|3-MEDIUM|Clerk#000000256|0|r deposits against the slyly final excuses slee|
+4834|19|O|124539.00|1996-09-12|2-HIGH|Clerk#000000284|0|lar accounts. furiously ironic accounts haggle slyly |
+4835|146|F|70857.51|1994-10-25|1-URGENT|Clerk#000000250|0|s integrate furiously blithely expr|
+4836|65|O|78711.40|1996-12-18|1-URGENT|Clerk#000000691|0|c packages cajole carefully through the accounts. careful|
+4837|130|O|68519.84|1998-04-24|4-NOT SPECIFIED|Clerk#000000517|0|n accounts are regular, bold accounts. even instructions use request|
+4838|44|F|61811.33|1992-08-02|1-URGENT|Clerk#000000569|0|ffily bold sentiments. carefully close dolphins cajole across the |
+4839|25|F|71241.63|1994-05-10|1-URGENT|Clerk#000000925|0| even somas. slyly express ideas lose carefully. blithely unusu|
+4864|88|F|149614.34|1992-11-11|5-LOW|Clerk#000000423|0|ests nag within the quickly ironic asymptotes. ironic|
+4865|85|O|162113.46|1997-06-07|3-MEDIUM|Clerk#000000418|0|sits boost stealthily above the bl|
+4866|53|O|25767.07|1997-08-07|2-HIGH|Clerk#000000663|0|kages. unusual packages nag fluffily. qui|
+4867|10|F|9741.03|1992-05-21|1-URGENT|Clerk#000000891|0|ss the slyly regular dependencies. fluffily regular deposits within the car|
+4868|76|O|159005.35|1997-03-02|5-LOW|Clerk#000000729|0|regular asymptotes. regular packages sublate carefully al|
+4869|58|F|175422.13|1994-09-26|5-LOW|Clerk#000000802|0|boost! ironic packages un|
+4870|103|F|94534.07|1994-08-06|3-MEDIUM|Clerk#000000911|0|nto beans about the blithely regular d|
+4871|46|O|129636.99|1995-06-12|1-URGENT|Clerk#000000531|0|ven, special instructions across t|
+4896|85|F|93206.35|1992-08-22|1-URGENT|Clerk#000000622|0|sly pending deposits. final accounts boost above the sly, even|
+4897|80|F|115688.85|1992-09-17|5-LOW|Clerk#000000184|0|s. bold pinto beans sleep. evenly final accounts daz|
+4898|14|F|40572.64|1994-07-11|4-NOT SPECIFIED|Clerk#000000841|0|final patterns. special theodolites haggle ruthlessly at the blithely spec|
+4899|61|F|12291.83|1993-10-18|4-NOT SPECIFIED|Clerk#000000348|0| instructions. furiously even packages are furiously speci|
+4900|137|F|221320.76|1992-06-30|4-NOT SPECIFIED|Clerk#000000878|0|sleep quickly unusual |
+4901|79|O|146298.28|1997-12-31|4-NOT SPECIFIED|Clerk#000000980|0|inal dependencies cajole furiously. carefully express accounts na|
+4902|139|O|26011.20|1998-07-04|3-MEDIUM|Clerk#000000874|0| the slyly express dolphins. |
+4903|92|F|34363.63|1992-03-22|4-NOT SPECIFIED|Clerk#000000907|0|yly. multipliers within the fo|
+4928|4|F|59931.42|1993-10-04|4-NOT SPECIFIED|Clerk#000000952|0|slyly brave instructions after the ironic excuses haggle ruthlessly about|
+4929|149|O|135187.33|1996-02-29|3-MEDIUM|Clerk#000000109|0|uests. furiously special ideas poach. pending |
+4930|149|F|176867.34|1994-05-06|5-LOW|Clerk#000000593|0| haggle slyly quietly final theodolites. packages are furious|
+4931|50|F|115759.13|1994-11-17|1-URGENT|Clerk#000000356|0|leep. slyly express dolphins nag slyly. furiously regular s|
+4932|122|F|42927.07|1993-08-10|1-URGENT|Clerk#000000830|0|onic foxes. enticingly reg|
+4933|94|O|42945.82|1995-07-14|3-MEDIUM|Clerk#000000848|0|y special sauternes integr|
+4934|40|O|180478.16|1997-02-17|1-URGENT|Clerk#000000372|0|nes cajole; carefully special accounts haggle. special pinto beans nag |
+4935|40|F|162088.30|1993-05-25|4-NOT SPECIFIED|Clerk#000000601|0|c foxes. fluffily pendin|
+4960|124|F|153259.41|1995-02-26|5-LOW|Clerk#000000229|0|uriously even excuses. fluffily regular instructions along the furiously ironi|
+4961|58|O|89224.24|1998-04-06|3-MEDIUM|Clerk#000000731|0| braids. furiously even theodolites |
+4962|104|F|44781.32|1993-07-28|3-MEDIUM|Clerk#000000008|0| breach never ironic |
+4963|34|O|54175.35|1996-11-07|3-MEDIUM|Clerk#000000754|0|ully unusual epitaphs nod s|
+4964|101|O|204163.10|1997-07-28|4-NOT SPECIFIED|Clerk#000000144|0|ithely final theodolites. blithely regu|
+4965|52|F|110626.82|1993-10-21|5-LOW|Clerk#000000638|0|dependencies poach packages. sometim|
+4966|70|O|59186.02|1996-09-07|2-HIGH|Clerk#000000243|0|accounts. blithely ironic courts wake boldly furiously express |
+4967|98|O|103814.27|1997-02-17|3-MEDIUM|Clerk#000000397|0|e theodolites; furiously b|
+4992|62|F|203904.80|1992-05-10|1-URGENT|Clerk#000000166|0|telets nag carefully am|
+4993|13|F|145730.19|1994-08-04|4-NOT SPECIFIED|Clerk#000000258|0|ing instructions nag furiously. un|
+4994|43|O|216071.76|1996-06-29|4-NOT SPECIFIED|Clerk#000000868|0|oxes wake above the asymptotes. bold requests sleep br|
+4995|40|O|189651.76|1996-01-06|4-NOT SPECIFIED|Clerk#000000748|0|s. even deposits boost along the express, even theodolites. stealthily ir|
+4996|133|F|100750.67|1992-09-14|3-MEDIUM|Clerk#000000433|0|foxes. carefully special packages haggle quickly fluffi|
+4997|47|O|122611.05|1998-03-18|5-LOW|Clerk#000000040|0|egrate final pinto beans. fluffily special notornis use blith|
+4998|32|F|129096.80|1992-01-11|4-NOT SPECIFIED|Clerk#000000054|0|alongside of the quickly final requests hang always|
+4999|85|F|98643.17|1993-06-26|2-HIGH|Clerk#000000504|0| dolphins cajole blithely above the sly |
+5024|124|O|116127.69|1996-10-25|3-MEDIUM|Clerk#000000659|0|r foxes. regular excuses are about the quickly regular theodolites. regular, |
+5025|121|O|20099.43|1997-02-03|5-LOW|Clerk#000000805|0|ackages are slyly about the quickly |
+5026|28|O|13197.78|1997-09-06|1-URGENT|Clerk#000000955|0|y final requests us|
+5027|148|O|181346.56|1997-08-30|2-HIGH|Clerk#000000751|0|e-- final, pending requests along t|
+5028|13|F|30755.69|1992-04-17|2-HIGH|Clerk#000000180|0|ickly blithely express deposits. b|
+5029|11|F|19811.69|1992-11-14|3-MEDIUM|Clerk#000000469|0|. regular accounts haggle slyly. regul|
+5030|106|O|71781.23|1998-05-25|4-NOT SPECIFIED|Clerk#000000564|0| wake slyly furiously thin requests. ironic pinto beans ha|
+5031|139|F|91438.59|1994-12-02|3-MEDIUM|Clerk#000000788|0|lar instructions haggle blithely pending foxes? sometimes final excuses h|
+5056|52|O|62258.18|1997-02-15|5-LOW|Clerk#000000828|0|lithely above the express ideas. blithely final deposits are fluffily spec|
+5057|64|O|76164.41|1997-08-03|1-URGENT|Clerk#000000955|0|r ironic requests of the carefully ironic dependencies wake slyly a|
+5058|119|O|17031.01|1998-03-23|1-URGENT|Clerk#000000367|0| the pending packages wake after the quickly speci|
+5059|43|F|67173.82|1993-11-10|2-HIGH|Clerk#000000058|0|latelets. final, regular accounts cajole furiously ironic pinto beans? do|
+5060|112|F|65218.47|1992-07-07|4-NOT SPECIFIED|Clerk#000000333|0|e according to the excuses. express theodo|
+5061|101|F|52190.52|1993-08-14|1-URGENT|Clerk#000000009|0|e packages use fluffily according to the carefully ironic deposits. bol|
+5062|61|F|109247.00|1992-10-08|3-MEDIUM|Clerk#000000012|0|ithely. blithely bold theodolites affix. blithely final deposits haggle ac|
+5063|23|O|98753.57|1997-05-17|2-HIGH|Clerk#000000745|0|lyly after the pending foxes. express theodolites breach across t|
+5088|130|F|101616.44|1993-01-06|5-LOW|Clerk#000000930|0|ole slyly since the quickly ironic br|
+5089|130|F|109246.54|1992-07-29|1-URGENT|Clerk#000000677|0|cial platelets. quiet, final ideas cajole carefully. unusu|
+5090|89|O|132838.49|1997-03-09|1-URGENT|Clerk#000000953|0|ress accounts affix silently carefully quick accounts. carefully f|
+5091|148|O|47852.06|1998-05-21|3-MEDIUM|Clerk#000000311|0|egular decoys mold carefully fluffily unus|
+5092|22|O|195834.96|1995-10-30|5-LOW|Clerk#000000194|0|are blithely along the pin|
+5093|79|F|190693.92|1993-09-03|3-MEDIUM|Clerk#000000802|0|ully ironic theodolites sleep above the furiously ruthless instructions. bli|
+5094|106|F|74892.08|1993-03-29|4-NOT SPECIFIED|Clerk#000000406|0|uickly pending deposits haggle quickly ide|
+5095|97|F|184583.99|1992-04-22|2-HIGH|Clerk#000000964|0|accounts are carefully! slyly even packages wake slyly a|
+5120|16|O|28007.73|1996-06-05|1-URGENT|Clerk#000000332|0|against the slyly express requests. furiousl|
+5121|133|F|150334.57|1992-05-11|4-NOT SPECIFIED|Clerk#000000736|0|gular requests. furiously final pearls against the permanent, thin courts s|
+5122|70|O|79863.84|1996-02-10|5-LOW|Clerk#000000780|0|blithely. slyly ironic deposits nag. excuses s|
+5123|10|O|11850.45|1998-02-10|1-URGENT|Clerk#000000776|0|ic requests. furiously ironic packages grow above the express, ironic inst|
+5124|25|O|159170.80|1997-04-04|4-NOT SPECIFIED|Clerk#000000749|0|kly even courts. bold packages solve. |
+5125|28|O|38065.28|1998-02-07|5-LOW|Clerk#000000834|0|ructions. dolphins wake slowly carefully unusual |
+5126|112|F|92123.32|1992-10-12|4-NOT SPECIFIED|Clerk#000000270|0|s. unusual deposits |
+5127|73|O|48024.99|1997-01-15|5-LOW|Clerk#000000829|0|fully express pinto beans. slyly final accounts along the ironic dugouts use s|
+5152|44|O|60568.34|1997-01-04|3-MEDIUM|Clerk#000000963|0| for the blithely reg|
+5153|113|O|193832.28|1995-08-26|1-URGENT|Clerk#000000954|0| the furiously ironic foxes. express packages shall cajole carefully across|
+5154|8|O|28070.86|1997-04-13|3-MEDIUM|Clerk#000000316|0|inal requests. slyly regular deposits nag. even deposits haggle agains|
+5155|77|F|70183.29|1994-06-12|2-HIGH|Clerk#000000108|0|y pending deposits are ag|
+5156|125|O|59439.44|1996-11-04|5-LOW|Clerk#000000117|0|ngside of the multipliers solve slyly requests. regu|
+5157|142|O|167056.34|1997-07-06|4-NOT SPECIFIED|Clerk#000000689|0|closely above the unusual deposits. furiously|
+5158|76|O|240284.95|1997-01-21|1-URGENT|Clerk#000000541|0| regular foxes. even foxes wake blithely |
+5159|106|O|147543.26|1996-09-25|1-URGENT|Clerk#000000303|0|tegrate slyly around the slyly sly sauternes. final pa|
+5184|85|O|209155.48|1998-07-20|5-LOW|Clerk#000000250|0|nding accounts detect final, even|
+5185|148|O|206179.68|1997-07-25|3-MEDIUM|Clerk#000000195|0| regular ideas about the even ex|
+5186|52|O|208892.63|1996-08-03|1-URGENT|Clerk#000000332|0|pecial platelets. slyly final ac|
+5187|55|O|46380.69|1997-07-16|3-MEDIUM|Clerk#000000682|0|ckly according to t|
+5188|140|P|66268.86|1995-03-02|4-NOT SPECIFIED|Clerk#000000029|0|counts. finally ironic requests ab|
+5189|71|F|184172.31|1993-11-26|5-LOW|Clerk#000000940|0|e after the pending accounts. asymptotes boost. re|
+5190|58|F|89684.31|1992-04-26|5-LOW|Clerk#000000888|0|equests. slyly unusual|
+5191|77|F|119910.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000318|0|ing, regular deposits alongside of the deposits boost fluffily quickly ev|
+5216|59|O|16763.95|1997-08-14|3-MEDIUM|Clerk#000000418|0|des boost across the platelets. slyly busy theodolit|
+5217|35|O|135745.58|1995-10-13|2-HIGH|Clerk#000000873|0|ons might wake quickly according to th|
+5218|82|F|73882.37|1992-07-30|4-NOT SPECIFIED|Clerk#000000683|0|y ruthless packages according to the bold, ironic package|
+5219|88|O|21267.72|1997-02-27|1-URGENT|Clerk#000000510|0|aggle always. foxes above the ironic deposits |
+5220|10|F|24844.39|1992-07-30|2-HIGH|Clerk#000000051|0| final packages. ideas detect slyly around|
+5221|13|O|71968.10|1995-06-09|4-NOT SPECIFIED|Clerk#000000324|0|lar accounts above the sl|
+5222|80|F|1051.15|1994-05-27|4-NOT SPECIFIED|Clerk#000000613|0|along the bold ideas. furiously final foxes snoo|
+5223|149|F|105561.21|1994-06-30|1-URGENT|Clerk#000000745|0|e. theodolites serve blithely unusual, final foxes. carefully pending packag|
+5248|70|P|86958.28|1995-04-15|2-HIGH|Clerk#000000737|0|theodolites cajole according to the silent packages. quickly ironic packages a|
+5249|103|F|123586.03|1994-09-06|3-MEDIUM|Clerk#000000019|0|refully bold accounts |
+5250|97|O|29673.73|1995-07-16|2-HIGH|Clerk#000000307|0|. carefully final instructions sleep among the finally regular dependen|
+5251|34|O|34004.48|1995-04-12|3-MEDIUM|Clerk#000000687|0| ironic dugouts detect. reque|
+5252|91|O|173145.37|1996-02-17|1-URGENT|Clerk#000000724|0| ironic accounts among the silent asym|
+5253|148|P|108361.46|1995-04-11|2-HIGH|Clerk#000000275|0|egular requests! blithely regular deposits alongside of t|
+5254|112|F|196989.09|1992-07-26|4-NOT SPECIFIED|Clerk#000000527|0|he express, even ideas cajole blithely special requests|
+5255|64|O|75074.07|1996-07-12|5-LOW|Clerk#000000591|0|ly slow forges. express foxes haggle. regular, even asymp|
+5280|34|O|68052.70|1997-12-03|3-MEDIUM|Clerk#000000604|0|riously ironic instructions. ironic ideas according to the accounts boost fur|
+5281|124|O|179418.31|1995-11-02|2-HIGH|Clerk#000000158|0|ackages haggle slyly a|
+5282|50|O|94446.69|1998-01-30|1-URGENT|Clerk#000000030|0|rding to the unusual, bold accounts. regular instructions|
+5283|131|F|18594.66|1994-06-04|3-MEDIUM|Clerk#000000579|0|ests. even, final ideas alongside of t|
+5284|61|O|40548.99|1995-07-09|4-NOT SPECIFIED|Clerk#000000155|0| careful dependencies use sly|
+5285|70|F|99377.51|1994-01-18|2-HIGH|Clerk#000000976|0|p across the furiously ironic deposits.|
+5286|116|O|79646.89|1997-09-26|5-LOW|Clerk#000000606|0|structions are furiously quickly ironic asymptotes. quickly iro|
+5287|25|F|30045.95|1993-12-22|5-LOW|Clerk#000000406|0|regular packages. bold instructions sleep always. carefully final p|
+5312|65|F|66697.95|1995-02-24|2-HIGH|Clerk#000000690|0|ter the even, bold foxe|
+5313|13|O|159870.44|1997-06-17|4-NOT SPECIFIED|Clerk#000000896|0|le. final courts haggle furiously according to the |
+5314|34|O|26999.83|1995-06-02|2-HIGH|Clerk#000000617|0|ions across the quickly special d|
+5315|139|F|55554.97|1992-10-29|4-NOT SPECIFIED|Clerk#000000035|0| furiously. quickly unusual packages use. sly|
+5316|100|F|62316.61|1994-01-31|1-URGENT|Clerk#000000734|0| requests haggle across the regular, pending deposits. furiously regular requ|
+5317|37|F|228002.51|1994-09-09|5-LOW|Clerk#000000687|0|jole quickly at the slyly pend|
+5318|59|F|106935.19|1993-04-04|2-HIGH|Clerk#000000663|0|efully regular dolphins. even ideas nag fluffily furiously even packa|
+5319|98|O|68619.29|1996-01-21|1-URGENT|Clerk#000000237|0|lent requests. quickly pe|
+5344|109|O|88216.32|1998-06-21|3-MEDIUM|Clerk#000000569|0|s. ironic excuses cajole across the|
+5345|31|O|111924.56|1997-08-24|1-URGENT|Clerk#000000057|0|r the slyly silent packages. pending, even pinto b|
+5346|37|F|149536.20|1993-12-26|2-HIGH|Clerk#000000220|0|gly close packages against the even, regular escapades boost evenly accordi|
+5347|49|F|173024.71|1995-02-22|3-MEDIUM|Clerk#000000180|0|onic, regular deposits. packag|
+5348|53|O|119164.96|1997-11-08|5-LOW|Clerk#000000497|0|totes. accounts after the furiously|
+5349|67|O|38038.84|1996-09-01|1-URGENT|Clerk#000000960|0|le along the carefully bold dolphins. carefully special packa|
+5350|76|F|113417.03|1993-10-10|5-LOW|Clerk#000000604|0|ccounts after the carefully pending requests believe |
+5351|122|O|76799.25|1998-05-11|1-URGENT|Clerk#000000443|0|to beans sleep furiously after the carefully even|
+5376|149|F|98422.83|1994-07-04|5-LOW|Clerk#000000392|0|. quickly ironic deposits integrate along|
+5377|64|O|117728.37|1997-04-24|2-HIGH|Clerk#000000917|0|ons nag blithely furiously regula|
+5378|43|F|101899.93|1992-10-25|1-URGENT|Clerk#000000520|0|n ideas. regular accounts haggle. ironic ideas use along the bold ideas. blith|
+5379|89|O|47010.15|1995-08-08|2-HIGH|Clerk#000000503|0|he unusual accounts. carefully special instructi|
+5380|148|O|123014.83|1997-10-12|1-URGENT|Clerk#000000481|0|le slyly about the slyly final dolphins. fu|
+5381|32|F|223995.46|1993-01-29|5-LOW|Clerk#000000531|0|arefully bold packages are slyly furiously ironic foxes. fluffil|
+5382|35|F|138423.03|1992-01-13|5-LOW|Clerk#000000809|0|lent deposits are according to the reg|
+5383|31|O|11474.95|1995-05-26|5-LOW|Clerk#000000409|0|ly bold requests hang furiously furiously unusual accounts. evenly unusu|
+5408|23|F|123477.05|1992-07-21|5-LOW|Clerk#000000735|0|egular requests according to the|
+5409|13|F|145040.38|1992-01-09|5-LOW|Clerk#000000171|0|eans. regular accounts are regul|
+5410|22|O|139104.17|1998-07-28|4-NOT SPECIFIED|Clerk#000000117|0|final deposits: pending excuses boost. ironic theodolites cajole furi|
+5411|61|O|62541.27|1997-05-16|3-MEDIUM|Clerk#000000800|0|equests cajole slyly furious|
+5412|142|O|109979.71|1998-01-20|2-HIGH|Clerk#000000151|0|ets boost furiously regular accounts. regular foxes above th|
+5413|94|O|224382.57|1997-10-17|1-URGENT|Clerk#000000066|0|e even excuses. always final depen|
+5414|100|F|167017.39|1993-03-25|4-NOT SPECIFIED|Clerk#000000242|0|lent dependencies? carefully express requests sleep furiously ac|
+5415|23|F|176864.83|1992-08-05|3-MEDIUM|Clerk#000000998|0|ly even ideas nag blithely above the final instructions|
+5440|130|O|3223.17|1997-01-12|1-URGENT|Clerk#000000154|0|posits boost regularly ironic packages. regular, ironic deposits wak|
+5441|41|F|131891.05|1994-07-21|4-NOT SPECIFIED|Clerk#000000257|0|after the furiously ironic |
+5442|43|O|139332.94|1998-01-13|4-NOT SPECIFIED|Clerk#000000954|0|ully. quickly express accounts against the|
+5443|131|O|124950.79|1996-10-10|4-NOT SPECIFIED|Clerk#000000492|0|al foxes could detect. blithely stealthy asymptotes kind|
+5444|130|P|172908.01|1995-03-18|1-URGENT|Clerk#000000677|0| asymptotes. asymptotes cajole quickly quickly bo|
+5445|115|F|114990.63|1993-07-26|5-LOW|Clerk#000000623|0|s. even, special requests cajole furiously even, |
+5446|7|F|29920.80|1994-06-21|5-LOW|Clerk#000000304|0| furiously final pac|
+5447|13|O|29029.84|1996-03-16|3-MEDIUM|Clerk#000000597|0|uternes around the furiously bold accounts wake after |
+5472|70|F|221636.83|1993-04-11|5-LOW|Clerk#000000552|0|counts. deposits about the slyly dogged pinto beans cajole slyly|
+5473|65|F|63041.33|1992-03-25|4-NOT SPECIFIED|Clerk#000000306|0|te the quickly stealthy ideas. even, regular deposits above|
+5474|55|F|131079.52|1992-06-01|4-NOT SPECIFIED|Clerk#000000487|0|gle blithely enticing ideas. final, exp|
+5475|139|O|10645.48|1996-07-07|5-LOW|Clerk#000000856|0|es shall boost slyly. furiously even deposits lose. instruc|
+5476|91|O|26906.38|1997-11-06|1-URGENT|Clerk#000000189|0|furiously final ideas. furiously bold dependencies sleep care|
+5477|107|O|130125.64|1997-12-30|5-LOW|Clerk#000000689|0|ckages. ironic deposits caj|
+5478|116|O|97502.23|1996-05-17|1-URGENT|Clerk#000000272|0|ckages. quickly pending deposits thrash furiously: bl|
+5479|70|F|70553.45|1993-12-22|3-MEDIUM|Clerk#000000335|0|ng asymptotes. pinto beans sleep care|
+5504|19|F|41492.25|1993-01-06|2-HIGH|Clerk#000000221|0|y pending packages. furiousl|
+5505|95|O|147329.51|1997-10-04|5-LOW|Clerk#000000719|0| final, regular packages according to the slyly ironic accounts nag ironica|
+5506|91|F|8413.31|1993-11-08|1-URGENT|Clerk#000000292|0|nusual theodolites. sly|
+5507|2|O|140363.70|1998-05-28|5-LOW|Clerk#000000692|0|the carefully ironic instructions are quickly iro|
+5508|56|O|3808.05|1996-06-21|1-URGENT|Clerk#000000128|0|y express packages cajole furiously. slyly unusual requests |
+5509|80|F|135335.96|1994-04-08|5-LOW|Clerk#000000164|0|usual deposits use packages. furiously final requests wake slyly about th|
+5510|37|F|126948.81|1993-01-08|3-MEDIUM|Clerk#000000819|0| nag slyly. carefully eve|
+5511|79|F|151089.96|1994-11-29|1-URGENT|Clerk#000000438|0|ng instructions integrate fluffily among the fluffily silent accounts. bli|
+5536|116|O|108196.56|1998-03-16|4-NOT SPECIFIED|Clerk#000000076|0| carefully final dolphins. ironic, ironic deposits lose. bold, |
+5537|118|O|102207.20|1996-10-03|3-MEDIUM|Clerk#000000742|0|ng to the daring, final |
+5538|139|F|90981.28|1993-12-25|1-URGENT|Clerk#000000992|0|ttainments. slyly final ideas are about the furiously silent excuses.|
+5539|119|F|39397.60|1994-07-31|5-LOW|Clerk#000000675|0|structions. slyly regular patterns solve above the carefully expres|
+5540|130|O|90707.58|1996-10-12|4-NOT SPECIFIED|Clerk#000000120|0|y ironic packages cajole blithely|
+5541|143|O|37526.68|1997-09-30|3-MEDIUM|Clerk#000000217|0|encies among the silent accounts sleep slyly quickly pending deposits|
+5542|49|O|6402.41|1996-04-20|4-NOT SPECIFIED|Clerk#000000100|0|riously among the regularly regular pac|
+5543|115|F|118201.53|1993-09-25|3-MEDIUM|Clerk#000000644|0|ckly regular epitaphs. carefully bold accounts haggle furiously|
+5568|31|O|105421.09|1995-06-07|3-MEDIUM|Clerk#000000491|0| nag. fluffily pending de|
+5569|109|F|126113.32|1993-04-30|4-NOT SPECIFIED|Clerk#000000759|0|e regular dependencies. furiously unusual ideas b|
+5570|112|O|78567.55|1996-08-12|2-HIGH|Clerk#000000795|0|eans. ironic, even requests doze |
+5571|103|F|79248.35|1992-12-19|4-NOT SPECIFIED|Clerk#000000184|0|ts cajole furiously carefully regular sheaves. un|
+5572|8|F|182966.39|1994-07-17|2-HIGH|Clerk#000000163|0|e fluffily express deposits cajole slyly across th|
+5573|37|O|158479.37|1996-08-15|3-MEDIUM|Clerk#000000055|0|lites. slyly final pinto beans about the carefully regul|
+5574|28|F|129803.03|1992-03-10|4-NOT SPECIFIED|Clerk#000000002|0|n deposits. special, regular t|
+5575|103|O|51839.94|1995-07-24|5-LOW|Clerk#000000948|0|uriously express frays breach|
+5600|95|O|53649.35|1997-02-08|4-NOT SPECIFIED|Clerk#000000019|0|lly regular deposits. car|
+5601|11|F|118570.79|1992-01-06|2-HIGH|Clerk#000000827|0|gular deposits wake platelets? blithe|
+5602|130|O|67979.49|1997-07-30|3-MEDIUM|Clerk#000000395|0|onic asymptotes haggl|
+5603|71|F|145100.47|1992-06-20|4-NOT SPECIFIED|Clerk#000000535|0| asymptotes. fluffily ironic instructions are. pending pinto bean|
+5604|46|O|98987.51|1998-04-14|4-NOT SPECIFIED|Clerk#000000123|0|ously across the blithely ironic pinto beans. sile|
+5605|35|O|172899.84|1996-08-22|2-HIGH|Clerk#000000538|0|sleep carefully final packages. dependencies wake slyly. theodol|
+5606|149|O|219959.08|1996-11-12|5-LOW|Clerk#000000688|0|uriously express pinto beans. packages sh|
+5607|92|F|24660.06|1992-01-01|4-NOT SPECIFIED|Clerk#000000137|0|c requests promise quickly fluffily ironic deposits. caref|
+5632|79|O|89503.11|1996-02-05|1-URGENT|Clerk#000000508|0|ons. blithely pending pinto beans thrash. furiously busy theodoli|
+5633|79|O|207119.83|1998-05-31|3-MEDIUM|Clerk#000000841|0|cial deposits wake final, final|
+5634|68|O|99494.67|1996-07-31|3-MEDIUM|Clerk#000000915|0|out the accounts. carefully ironic ideas are slyly. sheaves could h|
+5635|70|F|192217.86|1992-08-16|3-MEDIUM|Clerk#000000734|0|nal platelets sleep daringly. idle, final accounts about |
+5636|122|F|143350.75|1995-02-16|3-MEDIUM|Clerk#000000916|0|. boldly even Tiresias sleep. blithely ironic packages among the ca|
+5637|103|O|128776.90|1996-06-17|3-MEDIUM|Clerk#000000183|0|nic dolphins are regular packages. ironic pinto beans hagg|
+5638|109|F|79197.77|1994-01-17|1-URGENT|Clerk#000000355|0|enly bold deposits eat. special realms play against the regular, speci|
+5639|145|F|9669.46|1994-06-02|3-MEDIUM|Clerk#000000005|0|ending packages use after the blithely regular accounts. regular package|
+5664|119|O|186215.81|1998-07-23|2-HIGH|Clerk#000000789|0|the quickly ironic dolp|
+5665|100|F|129821.09|1993-06-28|4-NOT SPECIFIED|Clerk#000000513|0| carefully special instructions. ironic pinto beans nag slyly blithe|
+5666|14|F|121663.68|1994-02-02|2-HIGH|Clerk#000000396|0|mptotes. quickly final instructions are |
+5667|44|O|37301.25|1995-08-10|1-URGENT|Clerk#000000358|0|s print upon the quickly ironic packa|
+5668|109|F|13679.32|1995-03-22|4-NOT SPECIFIED|Clerk#000000047|0|p slyly slyly express accoun|
+5669|74|O|113156.30|1996-05-06|1-URGENT|Clerk#000000336|0|ng packages nag fluffily furio|
+5670|7|F|101429.61|1993-04-21|5-LOW|Clerk#000000922|0|he carefully final packages. deposits are slyly among the requests. |
+5671|43|O|176647.54|1998-02-06|2-HIGH|Clerk#000000838|0|k dependencies. slyly |
+5696|142|P|198723.30|1995-05-04|1-URGENT|Clerk#000000447|0|e quickly unusual pack|
+5697|55|F|99177.69|1992-10-05|1-URGENT|Clerk#000000112|0|pendencies impress furiously. bold, final requests solve ab|
+5698|95|F|154936.43|1994-05-21|3-MEDIUM|Clerk#000000455|0|he furiously silent accounts haggle blithely against the carefully unusual|
+5699|142|F|226314.91|1992-07-30|5-LOW|Clerk#000000311|0|o beans. ironic asymptotes boost. blithe, final courts integrate|
+5700|143|O|79901.18|1997-12-25|1-URGENT|Clerk#000000618|0|ly pending dolphins sleep carefully slyly pending i|
+5701|43|O|16689.19|1997-02-07|5-LOW|Clerk#000000798|0| blithely final pinto beans. blit|
+5702|97|F|153024.28|1993-09-07|4-NOT SPECIFIED|Clerk#000000743|0|ironic accounts. final accounts wake express deposits. final pac|
+5703|121|F|1816.28|1993-05-16|3-MEDIUM|Clerk#000000647|0|ly special instructions. slyly even reque|
+5728|80|F|85397.04|1994-12-11|4-NOT SPECIFIED|Clerk#000000426|0|furiously express pin|
+5729|44|F|88080.33|1994-10-10|2-HIGH|Clerk#000000843|0|uffily sly accounts about|
+5730|11|O|10934.84|1997-12-18|1-URGENT|Clerk#000000181|0|l platelets. ironic pinto beans wake slyly. quickly b|
+5731|8|O|57823.37|1997-05-17|5-LOW|Clerk#000000841|0| silent excuses among the express accounts wake |
+5732|37|O|28330.42|1997-08-03|1-URGENT|Clerk#000000910|0|he quickly bold asymptotes: final platelets wake quickly. blithely final pinto|
+5733|101|F|38545.97|1993-03-17|2-HIGH|Clerk#000000873|0|osits. pending accounts boost quickly. furiously permanent acco|
+5734|94|O|45860.94|1997-10-12|3-MEDIUM|Clerk#000000084|0|efully even braids detect blithely alo|
+5735|40|F|39358.51|1994-12-11|3-MEDIUM|Clerk#000000600|0| bold realms cajole slyly fu|
+5760|25|F|59404.77|1994-05-25|4-NOT SPECIFIED|Clerk#000000498|0|s among the blithely regular frays haggle ironically bold theodolites. al|
+5761|16|O|130345.90|1998-07-06|3-MEDIUM|Clerk#000000208|0|s asymptotes cajole boldly. regular, |
+5762|49|O|165019.32|1997-02-14|1-URGENT|Clerk#000000901|0|ly bold packages: slyly ironic deposits sleep quietly foxes. express a|
+5763|8|O|140838.11|1998-06-26|4-NOT SPECIFIED|Clerk#000000633|0|according to the furiously regular pinto beans. even accounts wake fu|
+5764|131|F|53212.95|1993-10-03|4-NOT SPECIFIED|Clerk#000000363|0| furiously regular deposits haggle fluffily around th|
+5765|52|F|249900.42|1994-12-15|5-LOW|Clerk#000000959|0|longside of the quickly final packages. instructions so|
+5766|49|F|47940.51|1993-09-27|5-LOW|Clerk#000000753|0|. quickly final packages print slyly. fu|
+5767|118|F|135643.87|1992-04-29|2-HIGH|Clerk#000000225|0|ts wake fluffily above the r|
+5792|26|F|158991.89|1993-04-04|2-HIGH|Clerk#000000731|0|packages. doggedly bold deposits integrate furiously across the|
+5793|37|O|119887.47|1997-07-13|2-HIGH|Clerk#000000294|0|thely. fluffily even instructi|
+5794|8|F|122823.78|1993-04-05|5-LOW|Clerk#000000855|0|t accounts kindle about the gifts. as|
+5795|37|F|35514.45|1992-05-05|2-HIGH|Clerk#000000581|0| even instructions x-ray ironic req|
+5796|149|O|23280.61|1996-01-23|3-MEDIUM|Clerk#000000326|0|eodolites. slyly ironic pinto beans at the silent, special request|
+5797|122|O|15313.61|1997-10-15|4-NOT SPECIFIED|Clerk#000000381|0|ng! packages against the blithely b|
+5798|106|O|125011.92|1998-03-30|5-LOW|Clerk#000000343|0|lent accounts affix quickly! platelets run slyly slyly final packages. f|
+5799|26|O|71381.21|1995-08-03|1-URGENT|Clerk#000000238|0| unusual deposits sleep blithely along the carefully even requests. care|
+5824|56|O|169107.85|1996-12-03|2-HIGH|Clerk#000000171|0|unusual packages. even ideas along the even requests are along th|
+5825|61|F|23020.62|1995-02-21|5-LOW|Clerk#000000494|0|regular packages use bravely.|
+5826|22|O|21119.86|1998-06-13|1-URGENT|Clerk#000000087|0|even, regular dependenc|
+5827|31|O|137297.71|1998-07-23|3-MEDIUM|Clerk#000000660|0|hely furiously blithe dolphins. slyly |
+5828|127|F|62172.34|1994-03-06|5-LOW|Clerk#000000377|0|ages boost never during the final packa|
+5829|125|O|183734.56|1997-01-11|1-URGENT|Clerk#000000196|0|gular accounts. bold accounts are blithely furiously ironic r|
+5830|85|F|28223.57|1993-03-25|3-MEDIUM|Clerk#000000233|0|lites haggle. ironic, ironic instructions maintain blit|
+5831|139|O|113505.19|1996-11-17|5-LOW|Clerk#000000585|0|s final, final pinto beans. unusual depos|
+5856|37|F|71460.49|1994-11-06|2-HIGH|Clerk#000000634|0|special excuses. slyly final theodolites cajole blithely furiou|
+5857|124|O|158345.31|1997-11-06|4-NOT SPECIFIED|Clerk#000000267|0|gage blithely. quickly special ac|
+5858|64|F|181320.50|1992-07-14|4-NOT SPECIFIED|Clerk#000000580|0|lyly pending dugouts believe through the ironic deposits. silent s|
+5859|5|O|210643.96|1997-04-23|1-URGENT|Clerk#000000993|0|requests boost. asymptotes across the deposits solve slyly furiously pendin|
+5860|13|F|9495.28|1992-02-20|4-NOT SPECIFIED|Clerk#000000079|0| beans. bold, special foxes sleep about the ir|
+5861|139|O|41450.19|1997-04-10|3-MEDIUM|Clerk#000000094|0|rthogs cajole slyly. express packages sleep blithely final |
+5862|64|O|30550.90|1997-02-20|1-URGENT|Clerk#000000039|0|leep beneath the quickly busy excuses. ironic theodolit|
+5863|65|F|67941.54|1993-11-22|3-MEDIUM|Clerk#000000774|0|ets about the slyly pending ideas sleep according to the blithely |
+5888|46|O|67167.19|1996-09-28|3-MEDIUM|Clerk#000000748|0|quickly against the furiously final requests. evenly fi|
+5889|22|O|15417.57|1995-05-23|5-LOW|Clerk#000000690|0|ites wake across the slyly ironic|
+5890|49|F|41162.24|1992-11-04|2-HIGH|Clerk#000000013|0|packages. final, final reques|
+5891|46|F|41760.00|1992-12-29|3-MEDIUM|Clerk#000000302|0|ounts haggle furiously abo|
+5892|101|P|92340.77|1995-05-09|5-LOW|Clerk#000000639|0| pending instruction|
+5893|2|F|44777.63|1992-07-08|4-NOT SPECIFIED|Clerk#000000560|0|final sentiments. instructions boost above the never speci|
+5894|71|F|70377.31|1994-08-13|2-HIGH|Clerk#000000776|0|regular deposits wake|
+5895|64|O|201419.83|1997-01-01|4-NOT SPECIFIED|Clerk#000000747|0| ironic, unusual requests cajole blithely special, special deposits. s|
+5920|119|F|142767.26|1994-11-20|2-HIGH|Clerk#000000081|0|ns: even ideas cajole slyly among the packages. never ironic patterns|
+5921|58|F|152940.00|1994-04-07|5-LOW|Clerk#000000125|0|kly special requests breach.|
+5922|143|O|142494.99|1996-11-14|5-LOW|Clerk#000000625|0| ironic instructions haggle furiously blithely regular accounts: even platele|
+5923|101|O|157968.27|1997-05-27|2-HIGH|Clerk#000000304|0|o beans haggle slyly above the regular, even dependencies|
+5924|31|O|106823.97|1995-10-10|3-MEDIUM|Clerk#000000433|0|arefully after the pains. blithely ironic pinto |
+5925|146|O|242588.87|1995-11-13|5-LOW|Clerk#000000602|0|ourts. boldly regular foxes might sleep. slyly express tithes against |
+5926|76|F|105770.53|1994-05-20|5-LOW|Clerk#000000071|0| carefully after the furiously even re|
+5927|116|O|84983.90|1997-08-28|4-NOT SPECIFIED|Clerk#000000972|0|endencies according to the slyly ironic foxes detect furiously about the furio|
+5952|148|O|128624.99|1997-04-14|3-MEDIUM|Clerk#000000950|0| regular, final pla|
+5953|7|F|95312.81|1992-03-28|1-URGENT|Clerk#000000049|0|ages are furiously. slowly bold requests|
+5954|28|F|167262.34|1992-12-03|1-URGENT|Clerk#000000968|0|requests along the blith|
+5955|94|P|67944.38|1995-03-27|5-LOW|Clerk#000000340|0|deas integrate. fluffily regular pa|
+5956|22|O|118036.54|1998-05-18|1-URGENT|Clerk#000000587|0|le even, express platelets.|
+5957|89|F|230949.45|1993-12-27|2-HIGH|Clerk#000000020|0| dependencies are slyly. bold accounts according to the carefully regular r|
+5958|115|O|145060.41|1995-09-16|3-MEDIUM|Clerk#000000787|0|e final requests detect alongside of the qu|
+5959|23|F|195515.26|1992-05-15|3-MEDIUM|Clerk#000000913|0|into beans use ironic, unusual foxes. carefully regular excuses boost caref|
+5984|70|F|83413.30|1994-06-18|5-LOW|Clerk#000000023|0|ickly final pains haggle along the furiously ironic pinto bea|
+5985|143|F|3942.73|1995-01-12|3-MEDIUM|Clerk#000000417|0|as nag fluffily slyly permanent accounts. regular depo|
+5986|115|F|92187.80|1992-04-22|2-HIGH|Clerk#000000674|0|iously unusual notornis are |
+5987|64|O|98956.82|1996-08-03|1-URGENT|Clerk#000000464|0| ideas. quietly final accounts haggle blithely pending escapade|
+5988|31|F|41655.51|1993-11-22|4-NOT SPECIFIED|Clerk#000000867|0|fully express accounts. final pi|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders1.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders1.tbl
new file mode 100644
index 0000000..ad93057
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders1.tbl
@@ -0,0 +1,100 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders4.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders4.tbl
new file mode 100644
index 0000000..4653dc9
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/orders4.tbl
@@ -0,0 +1,40000 @@
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
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+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
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+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
+1|37|O|131251.81|1996-01-02|5-LOW|Clerk#000000951|0|nstructions sleep furiously among |
+2|79|O|40183.29|1996-12-01|1-URGENT|Clerk#000000880|0| foxes. pending accounts at the pending, silent asymptot|
+3|12|F|160882.76|1993-10-14|5-LOW|Clerk#000000955|0|sly final accounts boost. carefully regular ideas cajole carefully. depos|
+4|137|O|31084.79|1995-10-11|5-LOW|Clerk#000000124|0|sits. slyly regular warthogs cajole. regular, regular theodolites acro|
+5|46|F|86615.25|1994-07-30|5-LOW|Clerk#000000925|0|quickly. bold deposits sleep slyly. packages use slyly|
+6|56|F|36468.55|1992-02-21|4-NOT SPECIFIED|Clerk#000000058|0|ggle. special, final requests are against the furiously specia|
+7|40|O|171488.73|1996-01-10|2-HIGH|Clerk#000000470|0|ly special requests |
+32|13|O|116923.00|1995-07-16|2-HIGH|Clerk#000000616|0|ise blithely bold, regular requests. quickly unusual dep|
+33|67|F|99798.76|1993-10-27|3-MEDIUM|Clerk#000000409|0|uriously. furiously final request|
+34|62|O|41670.02|1998-07-21|3-MEDIUM|Clerk#000000223|0|ly final packages. fluffily final deposits wake blithely ideas. spe|
+35|128|O|148789.52|1995-10-23|4-NOT SPECIFIED|Clerk#000000259|0|zzle. carefully enticing deposits nag furio|
+36|116|O|38988.98|1995-11-03|1-URGENT|Clerk#000000358|0| quick packages are blithely. slyly silent accounts wake qu|
+37|88|F|113701.89|1992-06-03|3-MEDIUM|Clerk#000000456|0|kly regular pinto beans. carefully unusual waters cajole never|
+38|125|O|46366.56|1996-08-21|4-NOT SPECIFIED|Clerk#000000604|0|haggle blithely. furiously express ideas haggle blithely furiously regular re|
+39|82|O|219707.84|1996-09-20|3-MEDIUM|Clerk#000000659|0|ole express, ironic requests: ir|
+64|234|F|20065.73|1994-07-16|3-MEDIUM|Clerk#000000661|0|wake fluffily. sometimes ironic pinto beans about the dolphin|
+65|17|P|65883.92|1995-03-18|1-URGENT|Clerk#000000632|0|ular requests are blithely pending orbits-- even requests against the deposit|
+66|130|F|79258.24|1994-01-20|5-LOW|Clerk#000000743|0|y pending requests integrate|
+67|158|O|116227.05|1996-12-19|4-NOT SPECIFIED|Clerk#000000547|0|symptotes haggle slyly around the furiously iron|
+68|29|O|215135.72|1998-04-18|3-MEDIUM|Clerk#000000440|0| pinto beans sleep carefully. blithely ironic deposits haggle furiously acro|
+69|85|F|162176.23|1994-06-04|4-NOT SPECIFIED|Clerk#000000330|0| depths atop the slyly thin deposits detect among the furiously silent accou|
+70|65|F|84651.80|1993-12-18|5-LOW|Clerk#000000322|0| carefully ironic request|
+71|4|O|178821.73|1998-01-24|4-NOT SPECIFIED|Clerk#000000271|0| express deposits along the blithely regul|
+96|109|F|55090.67|1994-04-17|2-HIGH|Clerk#000000395|0|oost furiously. pinto|
+97|22|F|68908.31|1993-01-29|3-MEDIUM|Clerk#000000547|0|hang blithely along the regular accounts. furiously even ideas after the|
+98|106|F|51004.44|1994-09-25|1-URGENT|Clerk#000000448|0|c asymptotes. quickly regular packages should have to nag re|
+99|89|F|92326.79|1994-03-13|4-NOT SPECIFIED|Clerk#000000973|0|e carefully ironic packages. pending|
+100|148|O|141311.01|1998-02-28|4-NOT SPECIFIED|Clerk#000000577|0|heodolites detect slyly alongside of the ent|
+101|28|O|95591.40|1996-03-17|3-MEDIUM|Clerk#000000419|0|ding accounts above the slyly final asymptote|
+102|1|O|113954.89|1997-05-09|2-HIGH|Clerk#000000596|0| slyly according to the asymptotes. carefully final packages integrate furious|
+103|31|O|95563.95|1996-06-20|4-NOT SPECIFIED|Clerk#000000090|0|ges. carefully unusual instructions haggle quickly regular f|
+128|74|F|36333.34|1992-06-15|1-URGENT|Clerk#000000385|0|ns integrate fluffily. ironic asymptotes after the regular excuses nag around |
+129|73|F|188124.55|1992-11-19|5-LOW|Clerk#000000859|0|ing tithes. carefully pending deposits boost about the silently express |
+130|37|F|115717.37|1992-05-08|2-HIGH|Clerk#000000036|0|le slyly unusual, regular packages? express deposits det|
+131|94|F|96596.81|1994-06-08|3-MEDIUM|Clerk#000000625|0|after the fluffily special foxes integrate s|
+132|28|F|118802.62|1993-06-11|3-MEDIUM|Clerk#000000488|0|sits are daringly accounts. carefully regular foxes sleep slyly about the|
+133|44|O|80437.72|1997-11-29|1-URGENT|Clerk#000000738|0|usly final asymptotes |
+134|7|F|154260.84|1992-05-01|4-NOT SPECIFIED|Clerk#000000711|0|lar theodolites boos|
+135|61|O|174569.88|1995-10-21|4-NOT SPECIFIED|Clerk#000000804|0|l platelets use according t|
+160|83|O|86076.86|1996-12-19|4-NOT SPECIFIED|Clerk#000000342|0|thely special sauternes wake slyly of t|
+161|17|F|19056.99|1994-08-31|2-HIGH|Clerk#000000322|0|carefully! special instructions sin|
+162|16|O|2158.13|1995-05-08|3-MEDIUM|Clerk#000000378|0|nts hinder fluffily ironic instructions. express, express excuses |
+163|88|O|125170.86|1997-09-05|3-MEDIUM|Clerk#000000379|0|y final packages. final foxes since the quickly even|
+164|1|F|202660.52|1992-10-21|5-LOW|Clerk#000000209|0|cajole ironic courts. slyly final ideas are slyly. blithely final Tiresias sub|
+165|28|F|141824.23|1993-01-30|4-NOT SPECIFIED|Clerk#000000292|0|across the blithely regular accounts. bold|
+166|109|O|93335.60|1995-09-12|2-HIGH|Clerk#000000440|0|lets. ironic, bold asymptotes kindle|
+167|121|F|52982.23|1993-01-04|4-NOT SPECIFIED|Clerk#000000731|0|s nag furiously bold excuses. fluffily iron|
+192|83|O|133002.55|1997-11-25|5-LOW|Clerk#000000483|0|y unusual platelets among the final instructions integrate rut|
+193|80|F|48053.18|1993-08-08|1-URGENT|Clerk#000000025|0|the furiously final pin|
+194|62|F|114097.63|1992-04-05|3-MEDIUM|Clerk#000000352|0|egular requests haggle slyly regular, regular pinto beans. asymptote|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/part.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/part.tbl
new file mode 100644
index 0000000..691ba9d
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/part.tbl
@@ -0,0 +1,200 @@
+1|goldenrod lace spring peru powder|Manufacturer#1|Brand#13|PROMO BURNISHED COPPER|7|JUMBO PKG|901.00|ly. slyly ironi|
+2|blush rosy metallic lemon navajo|Manufacturer#1|Brand#13|LARGE BRUSHED BRASS|1|LG CASE|902.00|lar accounts amo|
+3|dark green antique puff wheat|Manufacturer#4|Brand#42|STANDARD POLISHED BRASS|21|WRAP CASE|903.00|egular deposits hag|
+4|chocolate metallic smoke ghost drab|Manufacturer#3|Brand#34|SMALL PLATED BRASS|14|MED DRUM|904.00|p furiously r|
+5|forest blush chiffon thistle chocolate|Manufacturer#3|Brand#32|STANDARD POLISHED TIN|15|SM PKG|905.00| wake carefully |
+6|white ivory azure firebrick black|Manufacturer#2|Brand#24|PROMO PLATED STEEL|4|MED BAG|906.00|sual a|
+7|blue blanched tan indian olive|Manufacturer#1|Brand#11|SMALL PLATED COPPER|45|SM BAG|907.00|lyly. ex|
+8|ivory khaki cream midnight rosy|Manufacturer#4|Brand#44|PROMO BURNISHED TIN|41|LG DRUM|908.00|eposi|
+9|thistle rose moccasin light floral|Manufacturer#4|Brand#43|SMALL BURNISHED STEEL|12|WRAP CASE|909.00|ironic foxe|
+10|floral moccasin royal powder burnished|Manufacturer#5|Brand#54|LARGE BURNISHED STEEL|44|LG CAN|910.01|ithely final deposit|
+11|chocolate turquoise sandy snow misty|Manufacturer#2|Brand#25|STANDARD BURNISHED NICKEL|43|WRAP BOX|911.01|ng gr|
+12|peru ivory olive powder frosted|Manufacturer#3|Brand#33|MEDIUM ANODIZED STEEL|25|JUMBO CASE|912.01| quickly|
+13|ghost blue olive sky gainsboro|Manufacturer#5|Brand#55|MEDIUM BURNISHED NICKEL|1|JUMBO PACK|913.01|osits.|
+14|linen seashell burnished blue gainsboro|Manufacturer#1|Brand#13|SMALL POLISHED STEEL|28|JUMBO BOX|914.01|kages c|
+15|navajo dark sky turquoise royal|Manufacturer#1|Brand#15|LARGE ANODIZED BRASS|45|LG CASE|915.01|usual ac|
+16|deep brown turquoise dim papaya|Manufacturer#3|Brand#32|PROMO PLATED TIN|2|MED PACK|916.01|unts a|
+17|burnished navy orange dodger cream|Manufacturer#4|Brand#43|ECONOMY BRUSHED STEEL|16|LG BOX|917.01| regular accounts|
+18|spring indian forest khaki midnight|Manufacturer#1|Brand#11|SMALL BURNISHED STEEL|42|JUMBO PACK|918.01|s cajole slyly a|
+19|dodger forest floral cream black|Manufacturer#2|Brand#23|SMALL ANODIZED NICKEL|33|WRAP BOX|919.01| pending acc|
+20|bisque salmon dark blanched linen|Manufacturer#1|Brand#12|LARGE POLISHED NICKEL|48|MED BAG|920.02|are across the asympt|
+21|lemon aquamarine firebrick floral almond|Manufacturer#3|Brand#33|SMALL BURNISHED TIN|31|MED BAG|921.02|ss packages. pendin|
+22|medium floral beige cornsilk olive|Manufacturer#4|Brand#43|PROMO POLISHED BRASS|19|LG DRUM|922.02| even p|
+23|firebrick bisque slate rose blanched|Manufacturer#3|Brand#35|MEDIUM BURNISHED TIN|42|JUMBO JAR|923.02|nic, fina|
+24|saddle dim white honeydew spring|Manufacturer#5|Brand#52|MEDIUM PLATED STEEL|20|MED CASE|924.02| final the|
+25|blush forest magenta metallic turquoise|Manufacturer#5|Brand#55|STANDARD BRUSHED COPPER|3|JUMBO BAG|925.02|requests wake|
+26|lawn forest misty chartreuse snow|Manufacturer#3|Brand#32|SMALL BRUSHED STEEL|32|SM CASE|926.02| instructions i|
+27|plum drab cornflower brown dim|Manufacturer#1|Brand#14|LARGE ANODIZED TIN|20|MED PKG|927.02|s wake. ir|
+28|green honeydew dim cyan bisque|Manufacturer#4|Brand#44|SMALL PLATED COPPER|19|JUMBO PKG|928.02|x-ray pending, iron|
+29|aquamarine sky salmon rose burlywood|Manufacturer#3|Brand#33|PROMO PLATED COPPER|7|LG DRUM|929.02| carefully fluffi|
+30|blush beige steel cyan navy|Manufacturer#4|Brand#42|PROMO ANODIZED TIN|17|LG BOX|930.03|carefully bus|
+31|grey ghost steel maroon moccasin|Manufacturer#5|Brand#53|STANDARD BRUSHED TIN|10|LG BAG|931.03|uriously s|
+32|yellow wheat midnight papaya blue|Manufacturer#4|Brand#42|ECONOMY PLATED BRASS|31|LG CASE|932.03|urts. carefully fin|
+33|maroon beige mint cyan peru|Manufacturer#2|Brand#22|ECONOMY PLATED NICKEL|16|LG PKG|933.03|ly eve|
+34|bisque pink dodger cream goldenrod|Manufacturer#1|Brand#13|LARGE BRUSHED STEEL|8|JUMBO BOX|934.03|riously ironic|
+35|green blue coral antique sandy|Manufacturer#4|Brand#43|MEDIUM ANODIZED BRASS|14|JUMBO PACK|935.03|e carefully furi|
+36|chiffon smoke floral misty navy|Manufacturer#2|Brand#25|SMALL BURNISHED COPPER|3|JUMBO CAN|936.03|olites o|
+37|turquoise ivory orange sandy maroon|Manufacturer#4|Brand#45|LARGE POLISHED TIN|48|JUMBO BOX|937.03|silent |
+38|seashell floral bisque midnight black|Manufacturer#4|Brand#43|ECONOMY ANODIZED BRASS|11|SM JAR|938.03|structions inte|
+39|rose dodger lace peru floral|Manufacturer#5|Brand#53|SMALL POLISHED TIN|43|JUMBO JAR|939.03|se slowly above the fl|
+40|rosy midnight floral misty green|Manufacturer#2|Brand#25|ECONOMY BURNISHED COPPER|27|SM CASE|940.04|! blithely specia|
+41|burlywood ghost antique metallic pale|Manufacturer#2|Brand#23|ECONOMY ANODIZED TIN|7|WRAP JAR|941.04|uriously. furiously cl|
+42|midnight azure bisque turquoise lawn|Manufacturer#5|Brand#52|MEDIUM BURNISHED TIN|45|LG BOX|942.04|the slow|
+43|medium khaki chocolate rosy blush|Manufacturer#4|Brand#44|PROMO POLISHED STEEL|5|WRAP CASE|943.04|e slyly along the ir|
+44|medium maroon wheat lavender blush|Manufacturer#4|Brand#45|MEDIUM PLATED TIN|48|SM PACK|944.04|pinto beans. carefully|
+45|lemon medium frosted indian linen|Manufacturer#4|Brand#43|SMALL BRUSHED NICKEL|9|WRAP BAG|945.04|nts bo|
+46|antique peru lemon sandy steel|Manufacturer#1|Brand#11|STANDARD POLISHED TIN|45|WRAP CASE|946.04|the blithely unusual |
+47|sky firebrick red linen dim|Manufacturer#4|Brand#45|LARGE BURNISHED BRASS|14|JUMBO PACK|947.04| even plate|
+48|slate thistle indian lace drab|Manufacturer#5|Brand#53|STANDARD BRUSHED STEEL|27|JUMBO CASE|948.04|ng to the depo|
+49|blue tan cornsilk burlywood beige|Manufacturer#2|Brand#24|SMALL BURNISHED TIN|31|MED DRUM|949.04|ar pack|
+50|yellow cornflower royal blush almond|Manufacturer#3|Brand#33|LARGE ANODIZED TIN|25|WRAP PKG|950.05|kages m|
+51|lime forest puff deep firebrick|Manufacturer#4|Brand#45|ECONOMY BURNISHED NICKEL|34|JUMBO PACK|951.05|n foxes|
+52|lemon lace khaki powder blanched|Manufacturer#3|Brand#35|STANDARD BURNISHED TIN|25|WRAP CASE|952.05| final deposits. fu|
+53|grey black dodger sandy puff|Manufacturer#2|Brand#23|ECONOMY BURNISHED NICKEL|32|MED BAG|953.05|mptot|
+54|peach smoke yellow pale cornflower|Manufacturer#2|Brand#21|LARGE BURNISHED COPPER|19|WRAP CASE|954.05|e blithely|
+55|antique cream pale tomato rose|Manufacturer#2|Brand#23|ECONOMY BRUSHED COPPER|9|MED BAG|955.05|ly final pac|
+56|midnight goldenrod drab ivory blanched|Manufacturer#1|Brand#12|MEDIUM PLATED STEEL|20|WRAP DRUM|956.05|ts. blithel|
+57|purple blue tan goldenrod medium|Manufacturer#3|Brand#32|MEDIUM BURNISHED BRASS|49|MED PKG|957.05|lly abov|
+58|linen beige coral dim salmon|Manufacturer#5|Brand#53|STANDARD POLISHED TIN|44|LG PACK|958.05| fluffily blithely reg|
+59|misty blush metallic spring blanched|Manufacturer#5|Brand#53|MEDIUM POLISHED TIN|2|LG BAG|959.05|regular exc|
+60|sky burnished salmon navajo hot|Manufacturer#1|Brand#11|LARGE POLISHED COPPER|27|JUMBO CASE|960.06| integ|
+61|drab burnished lime navy slate|Manufacturer#5|Brand#54|SMALL BURNISHED NICKEL|18|WRAP DRUM|961.06|es. blithely en|
+62|tan ivory aquamarine indian burlywood|Manufacturer#3|Brand#35|STANDARD BRUSHED BRASS|39|JUMBO BOX|962.06|ckly across the carefu|
+63|frosted puff hot rose coral|Manufacturer#3|Brand#32|STANDARD BURNISHED NICKEL|10|JUMBO CAN|963.06| quickly |
+64|aquamarine puff papaya hot floral|Manufacturer#2|Brand#21|MEDIUM ANODIZED BRASS|1|JUMBO CAN|964.06|efully regular pi|
+65|slate lavender tomato black floral|Manufacturer#5|Brand#53|MEDIUM BRUSHED COPPER|3|MED CAN|965.06|posits after the quic|
+66|cornflower orchid chocolate lawn light|Manufacturer#3|Brand#35|PROMO ANODIZED NICKEL|46|SM CASE|966.06|haggle blithely iro|
+67|slate cornsilk red orange plum|Manufacturer#2|Brand#21|SMALL BRUSHED TIN|31|WRAP DRUM|967.06| regular, p|
+68|bisque frosted pale puff sandy|Manufacturer#1|Brand#11|PROMO ANODIZED STEEL|10|WRAP BOX|968.06|eposits shall h|
+69|peru green linen blush olive|Manufacturer#5|Brand#52|MEDIUM POLISHED BRASS|2|SM BOX|969.06|ely final depo|
+70|violet midnight dark cornsilk wheat|Manufacturer#1|Brand#11|STANDARD BRUSHED STEEL|42|LG PACK|970.07|inal gifts. sl|
+71|sky green spring lavender white|Manufacturer#3|Brand#33|STANDARD PLATED BRASS|26|WRAP DRUM|971.07| packages alongside|
+72|orange spring burlywood chocolate black|Manufacturer#2|Brand#23|STANDARD ANODIZED TIN|25|JUMBO PACK|972.07|efully final the|
+73|cream misty tomato peach burlywood|Manufacturer#2|Brand#21|SMALL BRUSHED COPPER|35|WRAP DRUM|973.07|ts haggl|
+74|dim linen frosted thistle pale|Manufacturer#5|Brand#55|ECONOMY ANODIZED BRASS|25|JUMBO CASE|974.07|ent foxes|
+75|aquamarine lace wheat salmon blue|Manufacturer#3|Brand#35|SMALL BURNISHED NICKEL|39|SM JAR|975.07|s sleep furiou|
+76|bisque light yellow puff salmon|Manufacturer#3|Brand#34|MEDIUM BRUSHED COPPER|9|SM PKG|976.07|n accounts sleep qu|
+77|slate bisque burnished honeydew beige|Manufacturer#5|Brand#52|STANDARD BRUSHED COPPER|13|MED PKG|977.07|uests.|
+78|blush green slate bisque powder|Manufacturer#1|Brand#14|ECONOMY POLISHED STEEL|24|LG JAR|978.07|icing deposits wake|
+79|puff pink floral steel forest|Manufacturer#4|Brand#45|PROMO ANODIZED BRASS|22|JUMBO BAG|979.07| foxes are slyly regu|
+80|tomato saddle brown bisque light|Manufacturer#4|Brand#44|PROMO PLATED BRASS|28|MED CAN|980.08|unusual dependencies i|
+81|misty salmon cornflower dark frosted|Manufacturer#5|Brand#53|ECONOMY BRUSHED TIN|21|MED BAG|981.08|ove the furiou|
+82|khaki tomato purple indian lemon|Manufacturer#1|Brand#15|ECONOMY POLISHED TIN|12|WRAP BOX|982.08|ial requests haggle |
+83|chocolate green deep lace aquamarine|Manufacturer#1|Brand#12|PROMO BURNISHED NICKEL|47|SM CAN|983.08|ly regul|
+84|salmon peru frosted red chiffon|Manufacturer#4|Brand#45|SMALL ANODIZED NICKEL|26|JUMBO PACK|984.08|ideas nag|
+85|aquamarine cornsilk floral misty light|Manufacturer#5|Brand#55|PROMO ANODIZED NICKEL|16|LG BAG|985.08| silent|
+86|green blanched khaki steel deep|Manufacturer#4|Brand#44|STANDARD PLATED TIN|37|LG CASE|986.08| daring sheaves |
+87|pale khaki sandy antique black|Manufacturer#4|Brand#41|LARGE PLATED STEEL|41|WRAP PACK|987.08|yly final|
+88|blue olive azure burlywood lavender|Manufacturer#4|Brand#44|PROMO PLATED COPPER|16|SM CASE|988.08|e regular packages. |
+89|ghost khaki lawn pale dim|Manufacturer#5|Brand#53|STANDARD BURNISHED STEEL|7|MED JAR|989.08|y final pinto |
+90|ghost goldenrod violet blue purple|Manufacturer#5|Brand#51|ECONOMY POLISHED STEEL|49|JUMBO CAN|990.09|caref|
+91|dark beige metallic ivory burlywood|Manufacturer#2|Brand#21|STANDARD BRUSHED TIN|32|JUMBO PKG|991.09|counts dete|
+92|chiffon dodger turquoise thistle red|Manufacturer#2|Brand#22|STANDARD ANODIZED TIN|35|JUMBO PKG|992.09|he ironic accounts. sp|
+93|blanched yellow cornflower khaki mint|Manufacturer#2|Brand#24|LARGE ANODIZED TIN|2|WRAP DRUM|993.09| platel|
+94|azure pink orange goldenrod grey|Manufacturer#3|Brand#35|STANDARD POLISHED BRASS|32|SM BOX|994.09|s accounts cajo|
+95|coral chocolate wheat smoke magenta|Manufacturer#3|Brand#33|LARGE BRUSHED TIN|36|WRAP DRUM|995.09| final pinto beans |
+96|steel light drab chartreuse honeydew|Manufacturer#5|Brand#53|STANDARD BRUSHED STEEL|32|SM CASE|996.09|ng to the bli|
+97|metallic dodger aquamarine azure drab|Manufacturer#3|Brand#33|MEDIUM POLISHED BRASS|49|WRAP CAN|997.09|ss excuses sleep am|
+98|frosted goldenrod chartreuse dark honeydew|Manufacturer#5|Brand#54|STANDARD ANODIZED BRASS|22|MED JAR|998.09|e the q|
+99|lemon peru chiffon sienna deep|Manufacturer#2|Brand#21|SMALL BURNISHED STEEL|11|JUMBO PKG|999.09|press|
+100|light orange khaki chiffon purple|Manufacturer#3|Brand#33|ECONOMY ANODIZED TIN|4|LG BAG|1000.10|of the steal|
+101|hot yellow turquoise violet floral|Manufacturer#3|Brand#32|LARGE ANODIZED STEEL|26|JUMBO JAR|1001.10|ly even,|
+102|firebrick orchid blanched sienna grey|Manufacturer#3|Brand#31|MEDIUM BURNISHED BRASS|17|SM DRUM|1002.10|ular packa|
+103|navy cream lime orange metallic|Manufacturer#2|Brand#25|MEDIUM PLATED BRASS|45|WRAP DRUM|1003.10|e blithely blith|
+104|dim cream chocolate cornflower orange|Manufacturer#1|Brand#13|MEDIUM ANODIZED STEEL|36|JUMBO BAG|1004.10|ites sleep quickly|
+105|rose puff ivory blanched burnished|Manufacturer#1|Brand#15|SMALL POLISHED COPPER|27|LG DRUM|1005.10|odolites was |
+106|cornsilk beige deep lavender antique|Manufacturer#3|Brand#31|MEDIUM PLATED BRASS|28|WRAP DRUM|1006.10|unts maintain |
+107|cyan coral red slate orange|Manufacturer#5|Brand#53|SMALL BURNISHED TIN|12|MED BOX|1007.10|slyly special depos|
+108|honeydew papaya gainsboro tomato puff|Manufacturer#1|Brand#12|PROMO PLATED NICKEL|41|MED PKG|1008.10|after the carefully |
+109|lemon indian blanched chiffon coral|Manufacturer#3|Brand#33|ECONOMY POLISHED TIN|11|LG PACK|1009.10|instruction|
+110|cornflower azure beige floral black|Manufacturer#3|Brand#33|STANDARD BURNISHED COPPER|46|LG DRUM|1010.11|t quickly a|
+111|sandy almond chocolate moccasin misty|Manufacturer#5|Brand#54|LARGE BRUSHED COPPER|28|JUMBO JAR|1011.11|kly bold epitaphs |
+112|hot burnished tomato chocolate peru|Manufacturer#4|Brand#43|PROMO BRUSHED STEEL|42|JUMBO CAN|1012.11|the express, |
+113|almond coral royal honeydew lawn|Manufacturer#3|Brand#31|PROMO POLISHED TIN|23|LG CAN|1013.11|finally even |
+114|pale bisque antique white royal|Manufacturer#5|Brand#51|MEDIUM POLISHED NICKEL|41|MED PACK|1014.11|ully final foxes. pint|
+115|spring hot sienna azure dark|Manufacturer#4|Brand#45|STANDARD POLISHED STEEL|24|MED CAN|1015.11|counts nag! caref|
+116|thistle cornsilk pale firebrick black|Manufacturer#5|Brand#53|PROMO POLISHED NICKEL|33|SM PACK|1016.11|usly final courts |
+117|tomato grey chiffon burlywood ghost|Manufacturer#1|Brand#14|SMALL BRUSHED TIN|25|LG BAG|1017.11|ages acc|
+118|bisque plum royal burlywood brown|Manufacturer#2|Brand#25|PROMO ANODIZED TIN|31|MED PACK|1018.11|ly ironic pinto|
+119|olive black navajo burlywood ghost|Manufacturer#4|Brand#43|LARGE POLISHED STEEL|30|WRAP CASE|1019.11|out the quickly r|
+120|navy chocolate frosted burnished moccasin|Manufacturer#1|Brand#14|SMALL ANODIZED NICKEL|45|WRAP JAR|1020.12|lly a|
+121|smoke chiffon gainsboro magenta firebrick|Manufacturer#1|Brand#14|ECONOMY BRUSHED COPPER|13|SM PKG|1021.12|deposi|
+122|ghost royal chocolate peach ivory|Manufacturer#2|Brand#21|MEDIUM ANODIZED TIN|8|LG DRUM|1022.12|sts c|
+123|cream almond papaya salmon blanched|Manufacturer#1|Brand#12|SMALL BURNISHED TIN|31|JUMBO PKG|1023.12|ray regula|
+124|wheat azure khaki tan lime|Manufacturer#3|Brand#32|PROMO ANODIZED STEEL|1|LG BOX|1024.12|g the expr|
+125|metallic indian magenta navy medium|Manufacturer#1|Brand#12|STANDARD BRUSHED BRASS|17|WRAP BAG|1025.12|kages against|
+126|burnished navy indian medium deep|Manufacturer#4|Brand#45|MEDIUM BRUSHED NICKEL|4|LG BAG|1026.12|es sleep al|
+127|moccasin green orchid blue blanched|Manufacturer#5|Brand#52|SMALL BURNISHED NICKEL|14|LG JAR|1027.12|lithely expr|
+128|linen brown khaki snow gainsboro|Manufacturer#2|Brand#22|PROMO PLATED TIN|5|SM BAG|1028.12|e of the furiously ex|
+129|turquoise spring sandy tan ivory|Manufacturer#1|Brand#15|LARGE POLISHED TIN|20|SM JAR|1029.12| careful|
+130|gainsboro goldenrod chiffon orchid rose|Manufacturer#2|Brand#23|SMALL PLATED NICKEL|26|LG BOX|1030.13|ake slyly|
+131|tomato moccasin sandy blue frosted|Manufacturer#5|Brand#52|STANDARD ANODIZED BRASS|43|MED DRUM|1031.13|nts wake dar|
+132|seashell papaya thistle light powder|Manufacturer#4|Brand#45|STANDARD BURNISHED BRASS|2|WRAP DRUM|1032.13|ckly expre|
+133|navajo black dim peru deep|Manufacturer#1|Brand#13|SMALL BRUSHED NICKEL|19|LG PKG|1033.13| final pinto beans|
+134|turquoise goldenrod white moccasin spring|Manufacturer#4|Brand#42|SMALL POLISHED STEEL|35|SM PKG|1034.13|es. bold pa|
+135|metallic lime cyan forest burlywood|Manufacturer#2|Brand#21|MEDIUM BURNISHED STEEL|24|JUMBO CASE|1035.13|l frets |
+136|cornsilk blush powder tan rose|Manufacturer#2|Brand#22|SMALL PLATED STEEL|2|WRAP BAG|1036.13|kages print carefully|
+137|saddle dodger purple salmon rosy|Manufacturer#3|Brand#31|ECONOMY PLATED STEEL|25|MED PACK|1037.13|the t|
+138|dark goldenrod ghost hot grey|Manufacturer#1|Brand#13|ECONOMY BURNISHED COPPER|42|JUMBO DRUM|1038.13|ts solve acro|
+139|floral chocolate purple deep coral|Manufacturer#3|Brand#32|MEDIUM BRUSHED STEEL|7|SM BOX|1039.13|ter t|
+140|frosted chiffon thistle sky grey|Manufacturer#5|Brand#53|STANDARD PLATED STEEL|45|SM BOX|1040.14|oss the carefu|
+141|peru sienna salmon snow gainsboro|Manufacturer#3|Brand#35|STANDARD ANODIZED STEEL|23|SM PKG|1041.14|ans nag furiously pen|
+142|chartreuse sky deep slate thistle|Manufacturer#5|Brand#55|STANDARD ANODIZED BRASS|36|MED JAR|1042.14|he accounts. pac|
+143|moccasin dim almond black misty|Manufacturer#3|Brand#34|ECONOMY PLATED TIN|44|MED BAG|1043.14|nts across the|
+144|wheat brown orange almond aquamarine|Manufacturer#1|Brand#14|SMALL ANODIZED TIN|26|SM BOX|1044.14|owly |
+145|indian rosy chartreuse orchid grey|Manufacturer#5|Brand#53|PROMO BRUSHED COPPER|24|SM BAG|1045.14|es wake furiously blit|
+146|azure medium midnight burlywood blue|Manufacturer#3|Brand#34|STANDARD BRUSHED COPPER|11|WRAP PACK|1046.14|unts cajole|
+147|honeydew brown deep light chartreuse|Manufacturer#1|Brand#11|MEDIUM PLATED COPPER|29|JUMBO PKG|1047.14|wake never bold |
+148|yellow white tan khaki saddle|Manufacturer#3|Brand#31|STANDARD PLATED STEEL|20|SM BOX|1048.14|platelets wake fu|
+149|tan cyan forest ghost plum|Manufacturer#2|Brand#24|MEDIUM BURNISHED NICKEL|6|MED PKG|1049.14|leep requests. dog|
+150|antique red moccasin green burlywood|Manufacturer#3|Brand#35|LARGE BRUSHED TIN|21|SM BAG|1050.15|ironic foxes|
+151|chartreuse lime slate white thistle|Manufacturer#3|Brand#34|LARGE PLATED BRASS|45|MED CAN|1051.15|ccounts nag i|
+152|light indian linen dodger blush|Manufacturer#5|Brand#53|MEDIUM POLISHED STEEL|48|MED CASE|1052.15|thely regular t|
+153|powder firebrick chiffon purple khaki|Manufacturer#1|Brand#11|STANDARD PLATED TIN|20|MED BAG|1053.15|thlessly. silen|
+154|peru powder pink orchid lace|Manufacturer#1|Brand#11|ECONOMY ANODIZED TIN|1|JUMBO BAG|1054.15|posits |
+155|beige saddle cornsilk mint sky|Manufacturer#2|Brand#21|SMALL BRUSHED NICKEL|28|WRAP CASE|1055.15|lly ironic, r|
+156|steel gainsboro plum black cornsilk|Manufacturer#4|Brand#43|SMALL POLISHED NICKEL|2|LG PKG|1056.15| pinto beans. eve|
+157|navajo lime cream ghost drab|Manufacturer#1|Brand#11|ECONOMY ANODIZED STEEL|26|JUMBO PACK|1057.15|ial courts. ru|
+158|magenta light rosy almond goldenrod|Manufacturer#4|Brand#45|MEDIUM BURNISHED COPPER|47|LG JAR|1058.15| ideas detect slyl|
+159|linen drab antique steel aquamarine|Manufacturer#4|Brand#43|SMALL ANODIZED BRASS|46|SM BAG|1059.15| ironic requests-- pe|
+160|lace coral cream saddle maroon|Manufacturer#5|Brand#55|STANDARD POLISHED COPPER|47|JUMBO CAN|1060.16|nts are carefully|
+161|hot dodger rosy firebrick aquamarine|Manufacturer#2|Brand#22|STANDARD PLATED TIN|17|SM PACK|1061.16|r the bl|
+162|aquamarine coral black ivory misty|Manufacturer#3|Brand#33|MEDIUM ANODIZED COPPER|35|JUMBO PACK|1062.16|e slyly around th|
+163|blush yellow frosted lace drab|Manufacturer#2|Brand#21|ECONOMY PLATED TIN|34|WRAP DRUM|1063.16|nly s|
+164|brown cream linen frosted blue|Manufacturer#2|Brand#23|LARGE PLATED BRASS|35|JUMBO BAG|1064.16|mong th|
+165|chiffon dim coral sienna seashell|Manufacturer#1|Brand#15|STANDARD PLATED STEEL|24|SM CAN|1065.16| carefully fin|
+166|linen royal chiffon floral misty|Manufacturer#5|Brand#52|LARGE POLISHED COPPER|4|MED BAG|1066.16|ss the|
+167|almond lavender lawn pink ghost|Manufacturer#3|Brand#32|LARGE ANODIZED STEEL|46|WRAP BOX|1067.16|ic ac|
+168|lace frosted brown slate lawn|Manufacturer#1|Brand#13|SMALL BRUSHED COPPER|20|JUMBO DRUM|1068.16|ss package|
+169|tan lime sky almond midnight|Manufacturer#5|Brand#55|STANDARD POLISHED BRASS|10|JUMBO CASE|1069.16|lets alongside of|
+170|peru green hot medium thistle|Manufacturer#3|Brand#33|LARGE POLISHED COPPER|28|LG DRUM|1070.17|yly s|
+171|beige seashell almond linen blush|Manufacturer#1|Brand#11|STANDARD BURNISHED COPPER|40|LG JAR|1071.17| the r|
+172|medium goldenrod tan light brown|Manufacturer#5|Brand#53|PROMO PLATED NICKEL|28|MED CASE|1072.17|quick as|
+173|pale papaya tomato navajo coral|Manufacturer#1|Brand#12|ECONOMY BURNISHED TIN|17|LG CASE|1073.17|sly bold excuses haggl|
+174|plum pink medium saddle orchid|Manufacturer#1|Brand#15|ECONOMY BRUSHED COPPER|25|LG CASE|1074.17| accounts nag ab|
+175|azure blanched chartreuse moccasin ghost|Manufacturer#1|Brand#11|PROMO ANODIZED TIN|45|JUMBO JAR|1075.17|ole against the|
+176|lawn forest indian orchid peru|Manufacturer#2|Brand#24|SMALL ANODIZED STEEL|40|MED CAN|1076.17|blithely. ironic|
+177|indian deep sandy floral yellow|Manufacturer#2|Brand#21|MEDIUM BRUSHED STEEL|42|LG BAG|1077.17|ermanently eve|
+178|blue black cornflower white powder|Manufacturer#1|Brand#13|STANDARD POLISHED TIN|10|LG JAR|1078.17|regular instructions.|
+179|rose lime blush bisque ivory|Manufacturer#4|Brand#43|ECONOMY BRUSHED STEEL|20|LG JAR|1079.17|ely regul|
+180|purple blanched khaki blush aquamarine|Manufacturer#3|Brand#33|STANDARD BURNISHED NICKEL|7|WRAP BAG|1080.18|oss the |
+181|almond burlywood smoke peru dark|Manufacturer#2|Brand#24|MEDIUM PLATED STEEL|19|WRAP CAN|1081.18|al deposits |
+182|beige medium brown chartreuse purple|Manufacturer#3|Brand#31|MEDIUM ANODIZED COPPER|11|JUMBO CAN|1082.18|bits are |
+183|ivory white wheat pale orange|Manufacturer#5|Brand#52|PROMO POLISHED STEEL|35|LG PKG|1083.18|ly regular excus|
+184|burlywood cream cornsilk chocolate purple|Manufacturer#5|Brand#53|SMALL POLISHED TIN|42|LG BOX|1084.18|ding courts. idly iro|
+185|firebrick rose indian spring magenta|Manufacturer#4|Brand#44|ECONOMY POLISHED TIN|4|WRAP BAG|1085.18|even foxe|
+186|papaya cream chartreuse spring blush|Manufacturer#2|Brand#23|ECONOMY BRUSHED TIN|15|JUMBO PKG|1086.18|ly reg|
+187|white brown cyan lavender orange|Manufacturer#4|Brand#45|PROMO ANODIZED BRASS|45|MED CAN|1087.18|leep slyly s|
+188|gainsboro steel rosy dim drab|Manufacturer#5|Brand#54|ECONOMY ANODIZED BRASS|9|MED CAN|1088.18| above the silent p|
+189|dodger misty yellow brown grey|Manufacturer#2|Brand#22|MEDIUM BRUSHED BRASS|13|WRAP DRUM|1089.18|en requests. sauternes|
+190|chartreuse khaki ivory chiffon bisque|Manufacturer#5|Brand#53|LARGE BURNISHED NICKEL|23|WRAP BAG|1090.19| furiously even d|
+191|navajo metallic puff firebrick cornflower|Manufacturer#3|Brand#31|MEDIUM POLISHED BRASS|36|WRAP BOX|1091.19| asymptote|
+192|light seashell firebrick cornflower green|Manufacturer#3|Brand#34|STANDARD BRUSHED COPPER|17|MED BAG|1092.19|uickly regular, expr|
+193|turquoise sienna rose rosy chocolate|Manufacturer#4|Brand#45|ECONOMY BURNISHED BRASS|31|SM PKG|1093.19|final ideas wake furi|
+194|powder bisque cornflower navajo pink|Manufacturer#5|Brand#51|ECONOMY POLISHED STEEL|7|SM CAN|1094.19|y special accoun|
+195|lace floral blush linen cornflower|Manufacturer#4|Brand#41|STANDARD BRUSHED NICKEL|40|MED CASE|1095.19|oxes sleep care|
+196|pale blush lime grey blue|Manufacturer#3|Brand#33|SMALL BURNISHED NICKEL|3|JUMBO JAR|1096.19|uickly special |
+197|blue turquoise cornsilk rosy chartreuse|Manufacturer#5|Brand#52|SMALL ANODIZED COPPER|18|SM JAR|1097.19|lithely after the eve|
+198|orange khaki papaya cyan navajo|Manufacturer#4|Brand#41|PROMO BRUSHED NICKEL|43|SM PACK|1098.19|ackages? carefully re|
+199|royal slate lace olive gainsboro|Manufacturer#3|Brand#31|ECONOMY PLATED STEEL|23|JUMBO DRUM|1099.19|ickly regul|
+200|burnished mint navajo beige dark|Manufacturer#5|Brand#54|MEDIUM POLISHED BRASS|22|LG PKG|1100.20|furiously even depo|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/partsupp.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/partsupp.tbl
new file mode 100644
index 0000000..d8e5856
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/partsupp.tbl
@@ -0,0 +1,800 @@
+1|2|3325|771.64|, even theodolites. regular, final theodolites eat after the carefully pending foxes. furiously regular deposits sleep slyly. carefully bold realms above the ironic dependencies haggle careful|
+1|4|8076|993.49|ven ideas. quickly even packages print. pending multipliers must have to are fluff|
+1|6|3956|337.09|after the fluffily ironic deposits? blithely special dependencies integrate furiously even excuses. blithely silent theodolites could have to haggle pending, express requests; fu|
+1|8|4069|357.84|al, regular dependencies serve carefully after the quickly final pinto beans. furiously even deposits sleep quickly final, silent pinto beans. fluffily reg|
+2|3|8895|378.49|nic accounts. final accounts sleep furiously about the ironic, bold packages. regular, regular accounts|
+2|5|4969|915.27|ptotes. quickly pending dependencies integrate furiously. fluffily ironic ideas impress blithely above the express accounts. furiously even epitaphs need to wak|
+2|7|8539|438.37|blithely bold ideas. furiously stealthy packages sleep fluffily. slyly special deposits snooze furiously carefully regular accounts. regular deposits according to the accounts nag carefully slyl|
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+195|8|319|102.58|ts. ironic foxes wake carefully slyly special pinto beans. blithely silent excuses hinder blithely quietly regular accounts. quickly careful foxes maintain slyly above the slyly express fo|
+195|9|2803|992.27|xes according to the regular foxes wake furiously final theodolites. furiously regular packages sleep slyly express theodolites. slyly thin instructions sleep r|
+196|7|3843|859.90|l platelets use blithely alongside of the enticingly final deposits. fluffily final requests boost furiously ag|
+196|8|2515|966.01|final theodolites. fluffily even deposits are against the|
+196|9|4778|37.61|fully final requests cajole fluffily across the furiously ironic accounts. qui|
+196|10|1068|928.25| cajole about the blithely regular ideas. final ideas hin|
+197|8|9678|753.88|ously. slyly stealthy requests use alongside of the express, unusual packages. final deposits wake. carefully unusual theodolites cajole slyly about the regular foxes. slyly iron|
+197|9|2631|279.05|e blithely. quickly final deposits wake fluffily excuses. even, unusual deposits x-ray among the final accounts. even ideas above the blithely ironic requests sleep furiously slyly final inst|
+197|10|7598|845.51|lets according to the regular deposits wake furiously about the carefully daring theodolites. blithely express dolphins poach after th|
+197|1|8950|897.33|ideas. requests wake above the blithely unusual deposits. slyly regular |
+198|9|6878|587.41|y even accounts poach carefully about the asymptotes. deposits haggle slyly. finally unusual requests run silently regular, bold packages: instructions after the |
+198|10|6493|673.99|y express excuses use blithely among the pending accounts. stealthy ide|
+198|1|8410|166.93|kages. blithely final theodolites dazzle fluffily. accounts boost furiously. furiously unu|
+198|2|6190|697.10|beans nag fluffily about the asymptotes. slyly bold escapades haggle quickly. fluffily special requests haggle above the ironic,|
+199|10|9343|79.70|ending accounts nag across the instructions. carefully express packages over the blithely even pac|
+199|1|8199|46.52|oost slyly. ironic platelets sleep blithely about the slyly silent foxes. furiously even pl|
+199|2|2742|890.63| the special deposits? carefully final deposits about the carefully regular sauternes |
+199|3|7167|884.56|onic platelets use carefully along the slowly stealthy ideas. slyly dogged instructions are quickly above the slyly u|
+200|1|3120|776.41|ntly final packages kindle furiously blithely ironic accounts. carefully final packages according to the carefully |
+200|2|5392|242.52|y unusual ideas. ruthlessly express asymptotes cajole. regular theodolites are. carefully silent deposits poach carefully across the fluffily even theodolites. carefully express realms hag|
+200|3|9408|307.79|oxes! fluffily regular requests use against the unusual, slow ideas. ironic accounts doze b|
+200|4|331|466.07| slyly even requests. fluffily final packages boost carefully express instructions. slyly regular forges are blithely unusual, regular |
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/region.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/region.tbl
new file mode 100644
index 0000000..c5ebb63
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/region.tbl
@@ -0,0 +1,5 @@
+0|AFRICA|lar deposits. blithely final packages cajole. regular waters are final requests. regular accounts are according to |
+1|AMERICA|hs use ironic, even requests. s|
+2|ASIA|ges. thinly even pinto beans ca|
+3|EUROPE|ly final courts cajole furiously final excuse|
+4|MIDDLE EAST|uickly special accounts cajole carefully blithely close requests. carefully final asymptotes haggle furiousl|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/supplier.tbl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/supplier.tbl
new file mode 100644
index 0000000..d9c0e9f
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/supplier.tbl
@@ -0,0 +1,10 @@
+1|Supplier#000000001| N kD4on9OM Ipw3,gf0JBoQDd7tgrzrddZ|17|27-918-335-1736|5755.94|each slyly above the careful|
+2|Supplier#000000002|89eJ5ksX3ImxJQBvxObC,|5|15-679-861-2259|4032.68| slyly bold instructions. idle dependen|
+3|Supplier#000000003|q1,G3Pj6OjIuUYfUoH18BFTKP5aU9bEV3|1|11-383-516-1199|4192.40|blithely silent requests after the express dependencies are sl|
+4|Supplier#000000004|Bk7ah4CK8SYQTepEmvMkkgMwg|15|25-843-787-7479|4641.08|riously even requests above the exp|
+5|Supplier#000000005|Gcdm2rJRzl5qlTVzc|11|21-151-690-3663|-283.84|. slyly regular pinto bea|
+6|Supplier#000000006|tQxuVm7s7CnK|14|24-696-997-4969|1365.79|final accounts. regular dolphins use against the furiously ironic decoys. |
+7|Supplier#000000007|s,4TicNGB4uO6PaSqNBUq|23|33-990-965-2201|6820.35|s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit|
+8|Supplier#000000008|9Sq4bBH2FQEmaFOocY45sRTxo6yuoG|17|27-498-742-3860|7627.85|al pinto beans. asymptotes haggl|
+9|Supplier#000000009|1KhUgZegwM3ua7dsYmekYBsK|10|20-403-398-8662|5302.37|s. unusual, even requests along the furiously regular pac|
+10|Supplier#000000010|Saygah3gYWMp72i PY|24|34-852-489-8585|3891.91|ing waters. regular requests ar|
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/tpch.ddl b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/tpch.ddl
new file mode 100644
index 0000000..89efe56
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/tpch.ddl
@@ -0,0 +1,70 @@
+-- Sccsid:     @(#)dss.ddl	2.1.8.1
+CREATE TABLE NATION  ( N_NATIONKEY  INTEGER NOT NULL,
+                            N_NAME       CHAR(25) NOT NULL,
+                            N_REGIONKEY  INTEGER NOT NULL,
+                            N_COMMENT    VARCHAR(152));
+
+CREATE TABLE REGION  ( R_REGIONKEY  INTEGER NOT NULL,
+                            R_NAME       CHAR(25) NOT NULL,
+                            R_COMMENT    VARCHAR(152));
+
+CREATE TABLE PART  ( P_PARTKEY     INTEGER NOT NULL,
+                          P_NAME        VARCHAR(55) NOT NULL,
+                          P_MFGR        CHAR(25) NOT NULL,
+                          P_BRAND       CHAR(10) NOT NULL,
+                          P_TYPE        VARCHAR(25) NOT NULL,
+                          P_SIZE        INTEGER NOT NULL,
+                          P_CONTAINER   CHAR(10) NOT NULL,
+                          P_RETAILPRICE DECIMAL(15,2) NOT NULL,
+                          P_COMMENT     VARCHAR(23) NOT NULL );
+
+CREATE TABLE SUPPLIER ( S_SUPPKEY     INTEGER NOT NULL,
+                             S_NAME        CHAR(25) NOT NULL,
+                             S_ADDRESS     VARCHAR(40) NOT NULL,
+                             S_NATIONKEY   INTEGER NOT NULL,
+                             S_PHONE       CHAR(15) NOT NULL,
+                             S_ACCTBAL     DECIMAL(15,2) NOT NULL,
+                             S_COMMENT     VARCHAR(101) NOT NULL);
+
+CREATE TABLE PARTSUPP ( PS_PARTKEY     INTEGER NOT NULL,
+                             PS_SUPPKEY     INTEGER NOT NULL,
+                             PS_AVAILQTY    INTEGER NOT NULL,
+                             PS_SUPPLYCOST  DECIMAL(15,2)  NOT NULL,
+                             PS_COMMENT     VARCHAR(199) NOT NULL );
+
+CREATE TABLE CUSTOMER ( C_CUSTKEY     INTEGER NOT NULL,
+                             C_NAME        VARCHAR(25) NOT NULL,
+                             C_ADDRESS     VARCHAR(40) NOT NULL,
+                             C_NATIONKEY   INTEGER NOT NULL,
+                             C_PHONE       CHAR(15) NOT NULL,
+                             C_ACCTBAL     DECIMAL(15,2)   NOT NULL,
+                             C_MKTSEGMENT  CHAR(10) NOT NULL,
+                             C_COMMENT     VARCHAR(117) NOT NULL);
+
+CREATE TABLE ORDERS  ( O_ORDERKEY       INTEGER NOT NULL,
+                           O_CUSTKEY        INTEGER NOT NULL,
+                           O_ORDERSTATUS    CHAR(1) NOT NULL,
+                           O_TOTALPRICE     DECIMAL(15,2) NOT NULL,
+                           O_ORDERDATE      DATE NOT NULL,
+                           O_ORDERPRIORITY  CHAR(15) NOT NULL,  
+                           O_CLERK          CHAR(15) NOT NULL, 
+                           O_SHIPPRIORITY   INTEGER NOT NULL,
+                           O_COMMENT        VARCHAR(79) NOT NULL);
+
+CREATE TABLE LINEITEM ( L_ORDERKEY    INTEGER NOT NULL,
+                             L_PARTKEY     INTEGER NOT NULL,
+                             L_SUPPKEY     INTEGER NOT NULL,
+                             L_LINENUMBER  INTEGER NOT NULL,
+                             L_QUANTITY    DECIMAL(15,2) NOT NULL,
+                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,
+                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,
+                             L_TAX         DECIMAL(15,2) NOT NULL,
+                             L_RETURNFLAG  CHAR(1) NOT NULL,
+                             L_LINESTATUS  CHAR(1) NOT NULL,
+                             L_SHIPDATE    DATE NOT NULL,
+                             L_COMMITDATE  DATE NOT NULL,
+                             L_RECEIPTDATE DATE NOT NULL,
+                             L_SHIPINSTRUCT CHAR(25) NOT NULL,
+                             L_SHIPMODE     CHAR(10) NOT NULL,
+                             L_COMMENT      VARCHAR(44) NOT NULL);
+
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/wordcount.tsv b/hyracks/hyracks-examples/hyracks-integration-tests/data/wordcount.tsv
new file mode 100644
index 0000000..654eefb
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/wordcount.tsv
@@ -0,0 +1,17217 @@
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+www.gutenberg.org,5
+www.pglaf.org,1
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+yards,27
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+young,80
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+your,258
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diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/data/words.txt b/hyracks/hyracks-examples/hyracks-integration-tests/data/words.txt
new file mode 100644
index 0000000..81b14ac
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/data/words.txt
@@ -0,0 +1,1000 @@
+1080
+10-point
+10th
+11-point
+12-point
+16-point
+18-point
+1st
+2
+20-point
+2,4,5-t
+2,4-d
+2D
+2nd
+30-30
+3-D
+3-d
+3D
+3M
+3rd
+48-point
+4-D
+4GL
+4H
+4th
+5-point
+5-T
+5th
+6-point
+6th
+7-point
+7th
+8-point
+8th
+9-point
+9th
+-a
+A
+A.
+a
+a'
+a-
+a.
+A-1
+A1
+a1
+A4
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+A.A.A.
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+about-sledge
+about-turn
+above
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diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml b/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
new file mode 100644
index 0000000..c425c52
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/pom.xml
@@ -0,0 +1,128 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !	http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<groupId>org.apache.hyracks.examples</groupId>
+	<artifactId>hyracks-integration-tests</artifactId>
+	<name>hyracks-integration-tests</name>
+	<parent>
+		<groupId>org.apache.hyracks</groupId>
+		<artifactId>hyracks-examples</artifactId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-deploy-plugin</artifactId>
+				 <configuration>
+					<skip>true</skip>
+				 </configuration>
+				</plugin>
+		</plugins>
+	</build>
+	<properties>
+			<root.dir>${basedir}/../../..</root.dir>
+	</properties>
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-dataflow-std</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-storage-am-btree</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-storage-am-rtree</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-btree</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-test-support</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-data-std</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+		</dependency>
+  	    <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-client</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.e-movimento.tinytools</groupId>
+            <artifactId>privilegedaccessor</artifactId>
+            <version>1.2.2</version>
+            <scope>test</scope>
+        </dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
new file mode 100644
index 0000000..837a8a4
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/AbstractBTreeOperatorTest.java
@@ -0,0 +1,338 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+import java.io.File;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
+import org.apache.hyracks.test.support.TestIndexLifecycleManagerProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestStorageManagerInterface;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.integration.AbstractIntegrationTest;
+
+public abstract class AbstractBTreeOperatorTest extends AbstractIntegrationTest {
+    static {
+        TestStorageManagerComponentHolder.init(8192, 20, 20);
+    }
+
+    protected final IStorageManagerInterface storageManager = new TestStorageManagerInterface();
+    protected final IIndexLifecycleManagerProvider lcManagerProvider = new TestIndexLifecycleManagerProvider();
+    protected IIndexDataflowHelperFactory dataflowHelperFactory;
+
+    // field, type and key declarations for primary index
+    protected final int primaryFieldCount = 6;
+    protected final ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+    protected final int primaryKeyFieldCount = 1;
+    protected final IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
+    protected final int[] primaryBloomFilterKeyFields = new int[primaryKeyFieldCount];
+
+    protected final RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    // to be set by subclasses
+    protected String primaryFileName;
+    protected IFileSplitProvider primarySplitProvider;
+
+    // field, type and key declarations for secondary indexes
+    protected final int secondaryFieldCount = 2;
+    protected final ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+    protected final int secondaryKeyFieldCount = 2;
+    protected final IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
+    protected final int[] secondaryBloomFilterKeyFields = new int[secondaryKeyFieldCount];
+
+    protected final RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    protected String secondaryFileName;
+    protected IFileSplitProvider secondarySplitProvider;
+
+    protected ITreeIndexOperatorTestHelper testHelper;
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new BTreeOperatorTestHelper();
+    }
+
+    @Before
+    public void setup() throws Exception {
+        testHelper = createTestHelper();
+        dataflowHelperFactory = createDataFlowHelperFactory();
+        primaryFileName = testHelper.getPrimaryIndexName();
+        primarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID, new FileReference(
+                new File(primaryFileName))) });
+        secondaryFileName = testHelper.getSecondaryIndexName();
+        secondarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                new FileReference(new File(secondaryFileName))) });
+
+        // field, type and key declarations for primary index
+        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        primaryBloomFilterKeyFields[0] = 0;
+
+        // field, type and key declarations for secondary indexes
+        secondaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        secondaryBloomFilterKeyFields[0] = 0;
+        secondaryBloomFilterKeyFields[1] = 1;
+    }
+
+    protected abstract IIndexDataflowHelperFactory createDataFlowHelperFactory();
+
+    public void createPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, dataflowHelperFactory, localResourceFactoryProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
+        spec.addRoot(primaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/orders-part1.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7 };
+        TreeIndexBulkLoadOperatorDescriptor primaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                primaryRecDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, primaryBloomFilterKeyFields, fieldPermutation, 0.7f, true, 1000L, true,
+                dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeBulkLoad, NC1_ID);
+
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBtreeBulkLoad, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeBulkLoad, 0, nsOpDesc, 0);
+
+        spec.addRoot(nsOpDesc);
+        runTest(spec);
+    }
+
+    public void createSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, dataflowHelperFactory,
+                localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
+        spec.addRoot(secondaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        new UTF8StringSerializerDeserializer().serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        // scan primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        // sort based on secondary keys
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 3, 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, primaryRecDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        // load secondary index
+        int[] fieldPermutation = { 3, 0 };
+        TreeIndexBulkLoadOperatorDescriptor secondaryBtreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, fieldPermutation, 0.7f, true, 1000L, true,
+                dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeBulkLoad, NC1_ID);
+
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, sorter, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, secondaryBtreeBulkLoad, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeBulkLoad, 0, nsOpDesc, 0);
+
+        spec.addRoot(nsOpDesc);
+        runTest(spec);
+    }
+
+    protected void insertPipeline(boolean useUpsert) throws Exception {
+        IndexOperation pipelineOperation = useUpsert ? IndexOperation.UPSERT : IndexOperation.INSERT;
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        // insert into primary index
+        int[] primaryFieldPermutation = { 0, 1, 2, 4, 5, 7 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryBtreeInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, primaryBloomFilterKeyFields, primaryFieldPermutation, pipelineOperation,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeInsertOp, NC1_ID);
+
+        // first secondary index
+        int[] fieldPermutationB = { 4, 0 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, fieldPermutationB, pipelineOperation,
+                dataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryInsertOp, NC1_ID);
+
+        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nullSink, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, primaryBtreeInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeInsertOp, 0, secondaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsertOp, 0, nullSink, 0);
+
+        spec.addRoot(nullSink);
+        runTest(spec);
+    }
+
+    protected void destroyPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor primaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryDropOp, NC1_ID);
+        spec.addRoot(primaryDropOp);
+        runTest(spec);
+    }
+
+    protected void destroySecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor secondaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, dataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryDropOp, NC1_ID);
+        spec.addRoot(secondaryDropOp);
+        runTest(spec);
+    }
+
+    @After
+    public abstract void cleanup() throws Exception;
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeOperatorTestHelper.java
new file mode 100644
index 0000000..a503e74
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeOperatorTestHelper.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.tests.am.common.TreeOperatorTestHelper;
+
+public class BTreeOperatorTestHelper extends TreeOperatorTestHelper {
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return new BTreeDataflowHelperFactory(true);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..d4fb56d
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexScanOperatorTest.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexScanOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void scanPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        new UTF8StringSerializerDeserializer().serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..e690423
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexSearchOperatorTest.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexSearchOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void searchPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing low and high search key
+        // high key and low key
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        new UTF8StringSerializerDeserializer().serialize("100", dos);
+        tb.addFieldEndOffset();
+        // high key
+        new UTF8StringSerializerDeserializer().serialize("200", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = { 0 };
+        int[] highKeyFields = { 1 };
+
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, lowKeyFields, highKeyFields, true, true, dataflowHelperFactory, false,
+                false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
new file mode 100644
index 0000000..3791896
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreePrimaryIndexStatsOperatorTest.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreePrimaryIndexStatsOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+    }
+
+    @Test
+    public void showPrimaryIndexStats() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        TreeIndexStatsOperatorDescriptor primaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, dataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryStatsOp, NC1_ID);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryStatsOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..6ebc177
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexInsertOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline(false);
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        new UTF8StringSerializerDeserializer().serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        new UTF8StringSerializerDeserializer().serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        // second field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 1 };
+        // second field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 1 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..2bba010
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexSearchOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void searchSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        new UTF8StringSerializerDeserializer().serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        new UTF8StringSerializerDeserializer().serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        int[] primaryLowKeyFields = { 1 }; // second field from the tuples
+        // coming from secondary index
+        int[] primaryHighKeyFields = { 1 }; // second field from the tuples
+        // coming from secondary index
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
new file mode 100644
index 0000000..031ef76
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/btree/BTreeSecondaryIndexUpsertOperatorTest.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.am.btree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+
+public class BTreeSecondaryIndexUpsertOperatorTest extends AbstractBTreeOperatorTest {
+
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline(true);
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple containing search keys (only use the first key as search
+        // key)
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        // low key
+        new UTF8StringSerializerDeserializer().serialize("1998-07-21", dos);
+        tb.addFieldEndOffset();
+        // high key
+        new UTF8StringSerializerDeserializer().serialize("2000-10-18", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] secondaryLowKeyFields = { 0 };
+        int[] secondaryHighKeyFields = { 1 };
+
+        // search secondary index
+        BTreeSearchOperatorDescriptor secondaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, secondaryBloomFilterKeyFields, secondaryLowKeyFields,
+                secondaryHighKeyFields, true, true, dataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBtreeSearchOp, NC1_ID);
+
+        // second field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 1 };
+        // second field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 1 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primaryBtreeSearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                primaryBloomFilterKeyFields, primaryLowKeyFields, primaryHighKeyFields, true, true,
+                dataflowHelperFactory, false, false, null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBtreeSearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBtreeSearchOp, 0, primaryBtreeSearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBtreeSearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((BTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java
new file mode 100644
index 0000000..bd9bcea
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/ITreeIndexOperatorTestHelper.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.common;
+
+public interface ITreeIndexOperatorTestHelper {
+    public String getPrimaryIndexName();
+
+    public String getSecondaryIndexName();
+
+    public void cleanup(String primaryFileName, String secondaryFileName);
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java
new file mode 100644
index 0000000..3d11dae
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/LSMTreeOperatorTestHelper.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.Date;
+
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.test.support.TestVirtualBufferCacheProvider;
+
+public class LSMTreeOperatorTestHelper extends TreeOperatorTestHelper {
+    protected static int DEFAULT_MEM_PAGE_SIZE = 32768;
+    protected static int DEFAULT_MEM_NUM_PAGES = 1000;
+    protected static double DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE = 0.01;
+    protected final IOManager ioManager;
+    protected final IVirtualBufferCacheProvider virtualBufferCacheProvider;
+
+    public LSMTreeOperatorTestHelper(IOManager ioManager) {
+        this.ioManager = ioManager;
+        this.virtualBufferCacheProvider = new TestVirtualBufferCacheProvider(DEFAULT_MEM_PAGE_SIZE,
+                DEFAULT_MEM_NUM_PAGES);
+    }
+
+    public String getPrimaryIndexName() {
+        return "primary" + simpleDateFormat.format(new Date());
+    }
+
+    public String getSecondaryIndexName() {
+        return "secondary" + simpleDateFormat.format(new Date());
+    }
+
+    @Override
+    public void cleanup(String primaryFileName, String secondaryFileName) {
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File primaryDir = new File(dev.getPath(), primaryFileName);
+            cleanupDir(primaryDir);
+            File secondaryDir = new File(dev.getPath(), secondaryFileName);
+            cleanupDir(secondaryDir);
+        }
+    }
+
+    private void cleanupDir(File dir) {
+        if (!dir.exists()) {
+            return;
+        }
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        if (files != null) {
+            for (String fileName : files) {
+                File file = new File(dir.getPath() + File.separator + fileName);
+                file.delete();
+            }
+        }
+        dir.delete();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/TreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/TreeOperatorTestHelper.java
new file mode 100644
index 0000000..a40a96b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/common/TreeOperatorTestHelper.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.common;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+public class TreeOperatorTestHelper implements ITreeIndexOperatorTestHelper {
+
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String sep = System.getProperty("file.separator");
+
+    public String getPrimaryIndexName() {
+        return System.getProperty("java.io.tmpdir") + sep + "primary" + simpleDateFormat.format(new Date());
+    }
+
+    public String getSecondaryIndexName() {
+        return System.getProperty("java.io.tmpdir") + sep + "secondary" + simpleDateFormat.format(new Date());
+    }
+
+    @Override
+    public void cleanup(String primaryFileName, String secondaryFileName) {
+        File primary = new File(primaryFileName);
+        if (primary.exists()) {
+            primary.deleteOnExit();
+        }
+        File secondary = new File(secondaryFileName);
+        if (secondary.exists()) {
+            secondary.deleteOnExit();
+        }
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
new file mode 100644
index 0000000..80f4d34
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeOperatorTestHelper.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.btree;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.btree.dataflow.LSMBTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerProvider;
+import org.apache.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMBTreeOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final Map<String, String> MERGE_POLICY_PROPERTIES;
+    static {
+        MERGE_POLICY_PROPERTIES = new HashMap<String, String>();
+        MERGE_POLICY_PROPERTIES.put("num-components", "3");
+    }
+
+    public LSMBTreeOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return new LSMBTreeDataflowHelperFactory(virtualBufferCacheProvider, new ConstantMergePolicyFactory(),
+                MERGE_POLICY_PROPERTIES, ThreadCountingOperationTrackerProvider.INSTANCE,
+                SynchronousSchedulerProvider.INSTANCE, NoOpIOOperationCallback.INSTANCE,
+                DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, true, null, null, null, null, true);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..71e26ae
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexScanOperatorTest.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.btree;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.btree.BTreePrimaryIndexScanOperatorTest;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreePrimaryIndexScanOperatorTest extends BTreePrimaryIndexScanOperatorTest {
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..ebbf35b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreePrimaryIndexSearchOperatorTest.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.btree;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.btree.BTreePrimaryIndexSearchOperatorTest;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreePrimaryIndexSearchOperatorTest extends BTreePrimaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..93937d4
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.btree;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.btree.BTreeSecondaryIndexInsertOperatorTest;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreeSecondaryIndexInsertOperatorTest extends BTreeSecondaryIndexInsertOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..90a09a2
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/btree/LSMBTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.btree;
+
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.btree.BTreeSecondaryIndexSearchOperatorTest;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+
+public class LSMBTreeSecondaryIndexSearchOperatorTest extends BTreeSecondaryIndexSearchOperatorTest {
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMBTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory() {
+        return ((LSMBTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
new file mode 100644
index 0000000..ba49067
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeOperatorTestHelper.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.rtree.dataflow.LSMRTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMRTreeOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final Map<String, String> MERGE_POLICY_PROPERTIES;
+    static {
+        MERGE_POLICY_PROPERTIES = new HashMap<String, String>();
+        MERGE_POLICY_PROPERTIES.put("num-components", "3");
+    }
+
+    public LSMRTreeOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return new LSMRTreeDataflowHelperFactory(valueProviderFactories, rtreePolicyType, btreeComparatorFactories,
+                virtualBufferCacheProvider, new ConstantMergePolicyFactory(), MERGE_POLICY_PROPERTIES,
+                ThreadCountingOperationTrackerProvider.INSTANCE, SynchronousSchedulerProvider.INSTANCE,
+                NoOpIOOperationCallback.INSTANCE, linearizerCmpFactory, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, null,
+                btreeFields, null, null, null, true);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..b2a867e
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.am.rtree.RTreeSecondaryIndexInsertOperatorTest;
+
+public class LSMRTreeSecondaryIndexInsertOperatorTest extends RTreeSecondaryIndexInsertOperatorTest {
+
+    public LSMRTreeSecondaryIndexInsertOperatorTest() {
+        this.rTreeType = RTreeType.LSMRTREE;
+    }
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((LSMRTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory, btreeFields);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..9bc781b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.am.rtree.RTreeSecondaryIndexSearchOperatorTest;
+
+public class LSMRTreeSecondaryIndexSearchOperatorTest extends RTreeSecondaryIndexSearchOperatorTest {
+    public LSMRTreeSecondaryIndexSearchOperatorTest() {
+        this.rTreeType = RTreeType.LSMRTREE;
+    }
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((LSMRTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory, btreeFields);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
new file mode 100644
index 0000000..10f33df
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesOperatorTestHelper.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.ConstantMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.rtree.dataflow.LSMRTreeWithAntiMatterTuplesDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.tests.am.common.LSMTreeOperatorTestHelper;
+
+public class LSMRTreeWithAntiMatterTuplesOperatorTestHelper extends LSMTreeOperatorTestHelper {
+
+    private static final Map<String, String> MERGE_POLICY_PROPERTIES;
+    static {
+        MERGE_POLICY_PROPERTIES = new HashMap<String, String>();
+        MERGE_POLICY_PROPERTIES.put("num-components", "3");
+    }
+
+    public LSMRTreeWithAntiMatterTuplesOperatorTestHelper(IOManager ioManager) {
+        super(ioManager);
+    }
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory) {
+        return new LSMRTreeWithAntiMatterTuplesDataflowHelperFactory(valueProviderFactories, rtreePolicyType,
+                btreeComparatorFactories, virtualBufferCacheProvider, new ConstantMergePolicyFactory(),
+                MERGE_POLICY_PROPERTIES, ThreadCountingOperationTrackerProvider.INSTANCE,
+                SynchronousSchedulerProvider.INSTANCE, NoOpIOOperationCallback.INSTANCE, linearizerCmpFactory, null,
+                null, null, null, true);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..b02ebc2
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.am.rtree.RTreeSecondaryIndexInsertOperatorTest;
+
+public class LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest extends RTreeSecondaryIndexInsertOperatorTest {
+    public LSMRTreeWithAntiMatterTuplesSecondaryIndexInsertOperatorTest() {
+        this.rTreeType = RTreeType.LSMRTREE_WITH_ANTIMATTER;
+    }
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeWithAntiMatterTuplesOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((LSMRTreeWithAntiMatterTuplesOperatorTestHelper) testHelper).createDataFlowHelperFactory(
+                secondaryValueProviderFactories, rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..701e7e0
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.am.rtree.RTreeSecondaryIndexSearchOperatorTest;
+
+public class LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest extends RTreeSecondaryIndexSearchOperatorTest {
+    public LSMRTreeWithAntiMatterTuplesSecondaryIndexSearchOperatorTest() {
+            this.rTreeType = RTreeType.LSMRTREE_WITH_ANTIMATTER;
+        }
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new LSMRTreeWithAntiMatterTuplesOperatorTestHelper(TestStorageManagerComponentHolder.getIOManager());
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((LSMRTreeWithAntiMatterTuplesOperatorTestHelper) testHelper).createDataFlowHelperFactory(
+                secondaryValueProviderFactories, rtreePolicyType, btreeComparatorFactories, linearizerCmpFactory);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
new file mode 100644
index 0000000..d13cc19
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/AbstractRTreeOperatorTest.java
@@ -0,0 +1,401 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+import java.io.File;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.DoubleParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDropOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexInsertUpdateDeleteOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.TransientLocalResourceFactoryProvider;
+import org.apache.hyracks.test.support.TestIndexLifecycleManagerProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestStorageManagerInterface;
+import org.apache.hyracks.tests.am.common.ITreeIndexOperatorTestHelper;
+import org.apache.hyracks.tests.integration.AbstractIntegrationTest;
+
+public abstract class AbstractRTreeOperatorTest extends AbstractIntegrationTest {
+    static {
+        TestStorageManagerComponentHolder.init(8192, 20, 20);
+    }
+
+    protected enum RTreeType {
+        LSMRTREE,
+        LSMRTREE_WITH_ANTIMATTER,
+        RTREE
+    };
+
+    protected RTreeType rTreeType;
+
+    protected final IStorageManagerInterface storageManager = new TestStorageManagerInterface();
+    protected final IIndexLifecycleManagerProvider lcManagerProvider = new TestIndexLifecycleManagerProvider();
+    protected IIndexDataflowHelperFactory rtreeDataflowHelperFactory;
+    protected IIndexDataflowHelperFactory btreeDataflowHelperFactory = new BTreeDataflowHelperFactory(true);
+
+    // field, type and key declarations for primary index
+    protected final int primaryFieldCount = 10;
+    protected final ITypeTraits[] primaryTypeTraits = new ITypeTraits[primaryFieldCount];
+    protected final int primaryKeyFieldCount = 1;
+    protected final IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[primaryKeyFieldCount];
+
+    protected final RecordDescriptor primaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE });
+
+    // to be set by subclasses
+    protected String primaryFileName;
+    protected IFileSplitProvider primarySplitProvider;
+
+    // field, type and key declarations for secondary indexes
+    protected final int secondaryFieldCount = 5;
+    protected final ITypeTraits[] secondaryTypeTraits = new ITypeTraits[secondaryFieldCount];
+    protected final int secondaryKeyFieldCount = 4;
+    protected final IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[secondaryKeyFieldCount];
+
+    protected final RecordDescriptor secondaryRecDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer() });
+
+    // This is only used for the LSMRTree. We need a comparator Factories for
+    // the BTree component of the LSMRTree.
+    protected int btreeKeyFieldCount = 5;
+    protected IBinaryComparatorFactory[] btreeComparatorFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+
+    protected String secondaryFileName;
+    protected IFileSplitProvider secondarySplitProvider;
+
+    protected ITreeIndexOperatorTestHelper testHelper;
+
+    protected ITreeIndexOperatorTestHelper createTestHelper() throws HyracksException {
+        return new RTreeOperatorTestHelper();
+    }
+
+    @Before
+    public void setup() throws Exception {
+        testHelper = createTestHelper();
+
+        primaryFileName = testHelper.getPrimaryIndexName();
+        primarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID, new FileReference(
+                new File(primaryFileName))) });
+        secondaryFileName = testHelper.getSecondaryIndexName();
+        secondarySplitProvider = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                new FileReference(new File(secondaryFileName))) });
+
+        // field, type and key declarations for primary index
+        primaryTypeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[2] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[3] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[5] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[6] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[7] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[8] = UTF8StringPointable.TYPE_TRAITS;
+        primaryTypeTraits[9] = UTF8StringPointable.TYPE_TRAITS;
+        primaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // field, type and key declarations for secondary indexes
+        secondaryTypeTraits[0] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[1] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[2] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[3] = DoublePointable.TYPE_TRAITS;
+        secondaryTypeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        secondaryComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        secondaryComparatorFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+
+        // This only used for LSMRTree
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            btreeKeyFieldCount = 1;
+            btreeComparatorFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeComparatorFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+            btreeFields = new int[1];
+            btreeFields[0] = 4;
+
+        } else {
+            btreeComparatorFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeComparatorFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeComparatorFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeComparatorFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeComparatorFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        }
+
+        IPrimitiveValueProviderFactory[] secondaryValueProviderFactories = RTreeUtils
+                .createPrimitiveValueProviderFactories(secondaryComparatorFactories.length, DoublePointable.FACTORY);
+
+        rtreeDataflowHelperFactory = createDataFlowHelperFactory(secondaryValueProviderFactories,
+                RTreePolicyType.RSTARTREE, btreeComparatorFactories,
+                LSMRTreeUtils.proposeBestLinearizer(secondaryTypeTraits, secondaryComparatorFactories.length),
+                btreeFields);
+
+    }
+
+    protected abstract IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) throws TreeIndexException;
+
+    protected void createPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor primaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories, null,
+                btreeDataflowHelperFactory, localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryCreateOp, NC1_ID);
+        spec.addRoot(primaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/orders-with-locations-part1.txt"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 1000, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        int[] fieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
+        TreeIndexBulkLoadOperatorDescriptor primaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                primaryRecDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, fieldPermutation, 0.7f, false, 1000L, true,
+                btreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryBulkLoad, NC1_ID);
+
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), sorter, 0, primaryBulkLoad, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryBulkLoad, 0, nsOpDesc, 0);
+
+        spec.addRoot(nsOpDesc);
+        runTest(spec);
+    }
+
+    protected void createSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        TransientLocalResourceFactoryProvider localResourceFactoryProvider = new TransientLocalResourceFactoryProvider();
+        TreeIndexCreateOperatorDescriptor secondaryCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, rtreeDataflowHelperFactory, localResourceFactoryProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryCreateOp, NC1_ID);
+        spec.addRoot(secondaryCreateOp);
+        runTest(spec);
+    }
+
+    protected void loadSecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple containing nothing
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(primaryKeyFieldCount * 2);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        new UTF8StringSerializerDeserializer().serialize("0", dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] lowKeyFields = null; // - infinity
+        int[] highKeyFields = null; // + infinity
+
+        // scan primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, lowKeyFields, highKeyFields, true, true, btreeDataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        // load secondary index
+        int[] fieldPermutation = { 6, 7, 8, 9, 0 };
+        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                secondaryRecDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, fieldPermutation, 0.7f, false, 1000L, true,
+                rtreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryBulkLoad, NC1_ID);
+
+        NullSinkOperatorDescriptor nsOpDesc = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nsOpDesc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, secondaryBulkLoad, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryBulkLoad, 0, nsOpDesc, 0);
+
+        spec.addRoot(nsOpDesc);
+        runTest(spec);
+    }
+
+    protected void insertPipeline() throws Exception {
+
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/orders-with-locations-part2.txt"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE, DoubleParserFactory.INSTANCE,
+                        DoubleParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        // insert into primary index
+        int[] primaryFieldPermutation = { 0, 1, 2, 4, 5, 7, 9, 10, 11, 12 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor primaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits,
+                primaryComparatorFactories, null, primaryFieldPermutation, IndexOperation.INSERT,
+                btreeDataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryInsertOp, NC1_ID);
+
+        // secondary index
+        int[] secondaryFieldPermutation = { 9, 10, 11, 12, 0 };
+        TreeIndexInsertUpdateDeleteOperatorDescriptor secondaryInsertOp = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, ordersDesc, storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, null, secondaryFieldPermutation, IndexOperation.INSERT,
+                rtreeDataflowHelperFactory, null, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryInsertOp, NC1_ID);
+
+        NullSinkOperatorDescriptor nullSink = new NullSinkOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, nullSink, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, primaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryInsertOp, 0, secondaryInsertOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryInsertOp, 0, nullSink, 0);
+
+        spec.addRoot(nullSink);
+        runTest(spec);
+    }
+
+    protected void destroyPrimaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor primaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, primarySplitProvider, btreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primaryDropOp, NC1_ID);
+        spec.addRoot(primaryDropOp);
+        runTest(spec);
+    }
+
+    protected void destroySecondaryIndex() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        IndexDropOperatorDescriptor secondaryDropOp = new IndexDropOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, rtreeDataflowHelperFactory);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryDropOp, NC1_ID);
+        spec.addRoot(secondaryDropOp);
+        runTest(spec);
+    }
+
+    @After
+    public abstract void cleanup() throws Exception;
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
new file mode 100644
index 0000000..0940819
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeOperatorTestHelper.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.tests.am.common.TreeOperatorTestHelper;
+
+public class RTreeOperatorTestHelper extends TreeOperatorTestHelper {
+
+    public IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, boolean durable) {
+        return new RTreeDataflowHelperFactory(valueProviderFactories, rtreePolicyType, durable);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
new file mode 100644
index 0000000..df22fe5
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexInsertOperatorTest.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexInsertOperatorTest extends AbstractRTreeOperatorTest {
+
+    public RTreeSecondaryIndexInsertOperatorTest() {
+        this.rTreeType = RTreeType.RTREE;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+        insertPipeline();
+    }
+
+    @Test
+    public void searchUpdatedSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = { 0, 1, 2, 3 };
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        // fifth field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 4 };
+        // fifth field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 4 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, btreeDataflowHelperFactory, false, false,
+                null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) throws TreeIndexException {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null, true);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
new file mode 100644
index 0000000..379c3cb
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexScanOperatorTest.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexScanOperatorTest extends AbstractRTreeOperatorTest {
+
+    public RTreeSecondaryIndexScanOperatorTest() {
+        this.rTreeType = RTreeType.RTREE;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void scanPrimaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build dummy tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(0.0, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = null;
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null, true);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
new file mode 100644
index 0000000..8511443
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexSearchOperatorTest.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import java.io.DataOutput;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexSearchOperatorTest extends AbstractRTreeOperatorTest {
+    public RTreeSecondaryIndexSearchOperatorTest() {
+        this.rTreeType = RTreeType.RTREE;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void searchSecondaryIndexTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        // build tuple
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(secondaryKeyFieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        tb.reset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.2894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.624, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(61.8894, dos);
+        tb.addFieldEndOffset();
+        DoubleSerializerDeserializer.INSTANCE.serialize(-149.024, dos);
+        tb.addFieldEndOffset();
+
+        ISerializerDeserializer[] keyRecDescSers = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, keyProviderOp, NC1_ID);
+
+        int[] keyFields = { 0, 1, 2, 3 };
+
+        RTreeSearchOperatorDescriptor secondarySearchOp = new RTreeSearchOperatorDescriptor(spec, secondaryRecDesc,
+                storageManager, lcManagerProvider, secondarySplitProvider, secondaryTypeTraits,
+                secondaryComparatorFactories, keyFields, rtreeDataflowHelperFactory, false, false, null,
+                NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondarySearchOp, NC1_ID);
+
+        // fifth field from the tuples coming from secondary index
+        int[] primaryLowKeyFields = { 4 };
+        // fifth field from the tuples coming from secondary index
+        int[] primaryHighKeyFields = { 4 };
+
+        // search primary index
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, lcManagerProvider, primarySplitProvider, primaryTypeTraits, primaryComparatorFactories,
+                null, primaryLowKeyFields, primaryHighKeyFields, true, true, btreeDataflowHelperFactory, false, false,
+                null, NoOpOperationCallbackFactory.INSTANCE, null, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, primarySearchOp, NC1_ID);
+
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, secondarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondarySearchOp, 0, primarySearchOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) throws TreeIndexException {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null, true);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java
new file mode 100644
index 0000000..863d8c2
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/am/rtree/RTreeSecondaryIndexStatsOperatorTest.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.am.rtree;
+
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexStatsOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeSecondaryIndexStatsOperatorTest extends AbstractRTreeOperatorTest {
+    public RTreeSecondaryIndexStatsOperatorTest() {
+        this.rTreeType = RTreeType.RTREE;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+        createPrimaryIndex();
+        loadPrimaryIndex();
+        createSecondaryIndex();
+        loadSecondaryIndex();
+    }
+
+    @Test
+    public void showPrimaryIndexStats() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        TreeIndexStatsOperatorDescriptor secondaryStatsOp = new TreeIndexStatsOperatorDescriptor(spec, storageManager,
+                lcManagerProvider, secondarySplitProvider, secondaryTypeTraits, secondaryComparatorFactories, null,
+                rtreeDataflowHelperFactory, NoOpOperationCallbackFactory.INSTANCE);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, secondaryStatsOp, NC1_ID);
+        IFileSplitProvider outSplits = new ConstantFileSplitProvider(new FileSplit[] { new FileSplit(NC1_ID,
+                createTempFile().getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outSplits, ",");
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), secondaryStatsOp, 0, printer, 0);
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Override
+    protected IIndexDataflowHelperFactory createDataFlowHelperFactory(
+            IPrimitiveValueProviderFactory[] secondaryValueProviderFactories, RTreePolicyType rtreePolicyType,
+            IBinaryComparatorFactory[] btreeComparatorFactories, ILinearizeComparatorFactory linearizerCmpFactory,
+            int[] btreeFields) {
+        return ((RTreeOperatorTestHelper) testHelper).createDataFlowHelperFactory(secondaryValueProviderFactories,
+                rtreePolicyType, null, true);
+    }
+
+    @Override
+    public void cleanup() throws Exception {
+        destroyPrimaryIndex();
+        destroySecondaryIndex();
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/comm/SerializationDeserializationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/comm/SerializationDeserializationTest.java
new file mode 100644
index 0000000..041ce3d
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/comm/SerializationDeserializationTest.java
@@ -0,0 +1,162 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.comm;
+
+import java.io.BufferedReader;
+import java.io.FileReader;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IDataWriter;
+import org.apache.hyracks.api.dataflow.IOpenableDataReader;
+import org.apache.hyracks.api.dataflow.IOpenableDataWriter;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameDeserializingDataReader;
+import org.apache.hyracks.dataflow.common.comm.io.SerializingDataWriter;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.test.support.TestUtils;
+import org.junit.Test;
+
+public class SerializationDeserializationTest {
+    private static final Logger LOGGER = Logger.getLogger(SerializationDeserializationTest.class.getName());
+    private static final String DBLP_FILE = "data/dblp.txt";
+
+    private static class SerDeserRunner {
+        private final IHyracksTaskContext ctx;
+        private static final int FRAME_SIZE = 32768;
+        private RecordDescriptor rDes;
+        private List<IFrame> buffers;
+
+        public SerDeserRunner(RecordDescriptor rDes) throws HyracksException {
+            ctx = TestUtils.create(FRAME_SIZE);
+            this.rDes = rDes;
+            buffers = new ArrayList<>();
+        }
+
+        public IOpenableDataWriter<Object[]> createWriter() throws HyracksDataException {
+            return new SerializingDataWriter(ctx, rDes, new IFrameWriter() {
+                @Override
+                public void open() throws HyracksDataException {
+                }
+
+                @Override
+                public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                    IFrame toBuf = new VSizeFrame(ctx);
+                    toBuf.getBuffer().put(buffer);
+                    buffers.add(toBuf);
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+                }
+
+                @Override
+                public void fail() throws HyracksDataException {
+                }
+
+                @Override
+                public void flush() throws HyracksDataException {
+                }
+            });
+        }
+
+        public IOpenableDataReader<Object[]> createDataReader() throws HyracksDataException {
+            return new FrameDeserializingDataReader(ctx, new IFrameReader() {
+                private int i;
+
+                @Override
+                public void open() throws HyracksDataException {
+                    i = 0;
+                }
+
+                @Override
+                public boolean nextFrame(IFrame frame) throws HyracksDataException {
+                    if (i < buffers.size()) {
+                        IFrame buf = buffers.get(i);
+                        buf.getBuffer().flip();
+                        frame.getBuffer().put(buf.getBuffer());
+                        frame.getBuffer().flip();
+                        ++i;
+                        return true;
+                    }
+                    return false;
+                }
+
+                @Override
+                public void close() throws HyracksDataException {
+
+                }
+            }, rDes);
+        }
+    }
+
+    private interface LineProcessor {
+        public void process(String line, IDataWriter<Object[]> writer) throws Exception;
+    }
+
+    private void run(RecordDescriptor rDes, LineProcessor lp) throws Exception {
+        SerDeserRunner runner = new SerDeserRunner(rDes);
+        IOpenableDataWriter<Object[]> writer = runner.createWriter();
+        writer.open();
+        BufferedReader in = new BufferedReader(new FileReader(DBLP_FILE));
+        String line;
+        while ((line = in.readLine()) != null) {
+            lp.process(line, writer);
+        }
+        writer.close();
+
+        IOpenableDataReader<Object[]> reader = runner.createDataReader();
+        reader.open();
+        Object[] arr;
+        while ((arr = reader.readData()) != null) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info(arr[0] + " " + arr[1]);
+            }
+        }
+        reader.close();
+    }
+
+    @Test
+    public void serdeser01() throws Exception {
+        RecordDescriptor rDes = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+        LineProcessor processor = new LineProcessor() {
+            @Override
+            public void process(String line, IDataWriter<Object[]> writer) throws Exception {
+                String[] splits = line.split(" ");
+                for (String s : splits) {
+                    writer.writeData(new Object[] { s, Integer.valueOf(1) });
+                }
+            }
+        };
+        run(rDes, processor);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractIntegrationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractIntegrationTest.java
new file mode 100644
index 0000000..7a339b7
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractIntegrationTest.java
@@ -0,0 +1,236 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.BufferedReader;
+import java.io.BufferedWriter;
+import java.io.File;
+import java.io.FileReader;
+import java.io.FileWriter;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Rule;
+import org.junit.rules.TemporaryFolder;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.dataset.IHyracksDataset;
+import org.apache.hyracks.api.dataset.IHyracksDatasetReader;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.client.dataset.HyracksDataset;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+import org.apache.hyracks.dataflow.common.comm.io.ResultFrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public abstract class AbstractIntegrationTest {
+    private static final Logger LOGGER = Logger.getLogger(AbstractIntegrationTest.class.getName());
+
+    public static final String NC1_ID = "nc1";
+    public static final String NC2_ID = "nc2";
+
+    private static ClusterControllerService cc;
+    private static NodeControllerService nc1;
+    private static NodeControllerService nc2;
+    private static IHyracksClientConnection hcc;
+
+    private final List<File> outputFiles;
+
+    protected static int DEFAULT_MEM_PAGE_SIZE = 32768;
+    protected static int DEFAULT_MEM_NUM_PAGES = 1000;
+    protected static double DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE = 0.01;
+
+    @Rule
+    public TemporaryFolder outputFolder = new TemporaryFolder();
+
+    public AbstractIntegrationTest() {
+        outputFiles = new ArrayList<File>();
+    }
+
+    @BeforeClass
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = "127.0.0.1";
+        ccConfig.clientNetPort = 39000;
+        ccConfig.clusterNetIpAddress = "127.0.0.1";
+        ccConfig.clusterNetPort = 39001;
+        ccConfig.profileDumpPeriod = 10000;
+        File outDir = new File("target" + File.separator + "ClusterController");
+        outDir.mkdirs();
+        File ccRoot = File.createTempFile(AbstractIntegrationTest.class.getName(), ".data", outDir);
+        ccRoot.delete();
+        ccRoot.mkdir();
+        ccConfig.ccRoot = ccRoot.getAbsolutePath();
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        NCConfig ncConfig1 = new NCConfig();
+        ncConfig1.ccHost = "localhost";
+        ncConfig1.ccPort = 39001;
+        ncConfig1.clusterNetIPAddress = "127.0.0.1";
+        ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.resultIPAddress = "127.0.0.1";
+        ncConfig1.nodeId = NC1_ID;
+        nc1 = new NodeControllerService(ncConfig1);
+        nc1.start();
+
+        NCConfig ncConfig2 = new NCConfig();
+        ncConfig2.ccHost = "localhost";
+        ncConfig2.ccPort = 39001;
+        ncConfig2.clusterNetIPAddress = "127.0.0.1";
+        ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.resultIPAddress = "127.0.0.1";
+        ncConfig2.nodeId = NC2_ID;
+        nc2 = new NodeControllerService(ncConfig2);
+        nc2.start();
+
+        hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Starting CC in " + ccRoot.getAbsolutePath());
+        }
+    }
+
+    @AfterClass
+    public static void deinit() throws Exception {
+        nc2.stop();
+        nc1.stop();
+        cc.stop();
+    }
+
+    protected JobId executeTest(JobSpecification spec) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(spec.toJSON().toString(2));
+        }
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(jobId.toString());
+        }
+        return jobId;
+    }
+
+    protected void runTest(JobSpecification spec) throws Exception {
+        JobId jobId = executeTest(spec);
+        hcc.waitForCompletion(jobId);
+    }
+
+    protected List<String> readResults(JobSpecification spec, JobId jobId, ResultSetId resultSetId) throws Exception {
+        int nReaders = 1;
+
+        IFrameTupleAccessor frameTupleAccessor = new ResultFrameTupleAccessor();
+
+        IHyracksDataset hyracksDataset = new HyracksDataset(hcc, spec.getFrameSize(), nReaders);
+        IHyracksDatasetReader reader = hyracksDataset.createReader(jobId, resultSetId);
+
+        List<String> resultRecords = new ArrayList<String>();
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+
+        FrameManager resultDisplayFrameMgr = new FrameManager(spec.getFrameSize());
+        VSizeFrame frame = new VSizeFrame(resultDisplayFrameMgr);
+        int readSize = reader.read(frame);
+
+        while (readSize > 0) {
+
+            try {
+                frameTupleAccessor.reset(frame.getBuffer());
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    int start = frameTupleAccessor.getTupleStartOffset(tIndex);
+                    int length = frameTupleAccessor.getTupleEndOffset(tIndex) - start;
+                    bbis.setByteBuffer(frame.getBuffer(), start);
+                    byte[] recordBytes = new byte[length];
+                    bbis.read(recordBytes, 0, length);
+                    resultRecords.add(new String(recordBytes, 0, length));
+                }
+            } finally {
+                bbis.close();
+            }
+
+            readSize = reader.read(frame);
+        }
+        return resultRecords;
+    }
+
+    protected boolean runTestAndCompareResults(JobSpecification spec, String[] expectedFileNames) throws Exception {
+        JobId jobId = executeTest(spec);
+
+        List<String> results;
+        for (int i = 0; i < expectedFileNames.length; i++) {
+            results = readResults(spec, jobId, spec.getResultSetIds().get(i));
+            BufferedReader expectedFile = new BufferedReader(new FileReader(expectedFileNames[i]));
+
+            //We're expecting some sort of result.
+            Assert.assertTrue(results != null);
+            Assert.assertTrue(results.size() > 0);
+
+            String expectedLine, actualLine;
+            int j = 0;
+            while ((expectedLine = expectedFile.readLine()) != null) {
+                actualLine = results.get(j).trim();
+                Assert.assertEquals(expectedLine, actualLine);
+                j++;
+            }
+            //We also expect the same amount of results.
+            Assert.assertEquals(j, results.size());
+            expectedFile.close();
+        }
+
+        hcc.waitForCompletion(jobId);
+        return true;
+    }
+
+    protected void runTestAndStoreResult(JobSpecification spec, File file) throws Exception {
+        JobId jobId = executeTest(spec);
+
+        BufferedWriter output = new BufferedWriter(new FileWriter(file));
+        List<String> results;
+        for (int i = 0; i < spec.getResultSetIds().size(); i++) {
+            results = readResults(spec, jobId, spec.getResultSetIds().get(i));
+            for (String str : results) {
+                output.write(str);
+            }
+        }
+        output.close();
+
+        hcc.waitForCompletion(jobId);
+    }
+
+    protected File createTempFile() throws IOException {
+        File tempFile = File.createTempFile(getClass().getName(), ".tmp", outputFolder.getRoot());
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Output file: " + tempFile.getAbsolutePath());
+        }
+        outputFiles.add(tempFile);
+        return tempFile;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java
new file mode 100644
index 0000000..9685837
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AbstractMultiNCIntegrationTest.java
@@ -0,0 +1,199 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.EnumSet;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.commons.io.FileUtils;
+import org.json.JSONArray;
+import org.junit.AfterClass;
+import org.junit.BeforeClass;
+import org.junit.Rule;
+import org.junit.rules.TemporaryFolder;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.dataset.IHyracksDataset;
+import org.apache.hyracks.api.dataset.IHyracksDatasetReader;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.client.dataset.HyracksDataset;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NodeControllerService;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+import org.apache.hyracks.dataflow.common.comm.io.ResultFrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public abstract class AbstractMultiNCIntegrationTest {
+
+    private static final Logger LOGGER = Logger.getLogger(AbstractMultiNCIntegrationTest.class.getName());
+
+    public static final String[] ASTERIX_IDS = { "asterix-001", "asterix-002", "asterix-003", "asterix-004",
+            "asterix-005", "asterix-006", "asterix-007" };
+
+    private static ClusterControllerService cc;
+
+    private static NodeControllerService[] asterixNCs;
+
+    private static IHyracksClientConnection hcc;
+
+    private final List<File> outputFiles;
+
+    @Rule
+    public TemporaryFolder outputFolder = new TemporaryFolder();
+
+    public AbstractMultiNCIntegrationTest() {
+        outputFiles = new ArrayList<File>();
+        ;
+    }
+
+    @BeforeClass
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = "127.0.0.1";
+        ccConfig.clientNetPort = 39000;
+        ccConfig.clusterNetIpAddress = "127.0.0.1";
+        ccConfig.clusterNetPort = 39001;
+        ccConfig.profileDumpPeriod = 10000;
+        File outDir = new File("target" + File.separator + "ClusterController");
+        outDir.mkdirs();
+        File ccRoot = File.createTempFile(AbstractMultiNCIntegrationTest.class.getName(), ".data", outDir);
+        ccRoot.delete();
+        ccRoot.mkdir();
+        ccConfig.ccRoot = ccRoot.getAbsolutePath();
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        asterixNCs = new NodeControllerService[ASTERIX_IDS.length];
+        for (int i = 0; i < ASTERIX_IDS.length; i++) {
+            NCConfig ncConfig = new NCConfig();
+            ncConfig.ccHost = "localhost";
+            ncConfig.ccPort = 39001;
+            ncConfig.clusterNetIPAddress = "127.0.0.1";
+            ncConfig.dataIPAddress = "127.0.0.1";
+            ncConfig.resultIPAddress = "127.0.0.1";
+            ncConfig.nodeId = ASTERIX_IDS[i];
+            asterixNCs[i] = new NodeControllerService(ncConfig);
+            asterixNCs[i].start();
+        }
+
+        hcc = new HyracksConnection(ccConfig.clientNetIpAddress, ccConfig.clientNetPort);
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Starting CC in " + ccRoot.getAbsolutePath());
+        }
+    }
+
+    @AfterClass
+    public static void deinit() throws Exception {
+        for (NodeControllerService nc : asterixNCs) {
+            nc.stop();
+        }
+        cc.stop();
+    }
+
+    protected void runTest(JobSpecification spec) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(spec.toJSON().toString(2));
+        }
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(jobId.toString());
+        }
+
+        int nReaders = 1;
+
+        FrameManager resultDisplayFrameMgr = new FrameManager(spec.getFrameSize());
+        VSizeFrame resultFrame = new VSizeFrame(resultDisplayFrameMgr);
+
+        IFrameTupleAccessor frameTupleAccessor = new ResultFrameTupleAccessor();
+
+        IHyracksDataset hyracksDataset = new HyracksDataset(hcc, spec.getFrameSize(), nReaders);
+        IHyracksDatasetReader reader = hyracksDataset.createReader(jobId, spec.getResultSetIds().get(0));
+
+        JSONArray resultRecords = new JSONArray();
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+
+        int readSize = reader.read(resultFrame);
+
+        while (readSize > 0) {
+
+            try {
+                frameTupleAccessor.reset(resultFrame.getBuffer());
+                for (int tIndex = 0; tIndex < frameTupleAccessor.getTupleCount(); tIndex++) {
+                    int start = frameTupleAccessor.getTupleStartOffset(tIndex);
+                    int length = frameTupleAccessor.getTupleEndOffset(tIndex) - start;
+                    bbis.setByteBuffer(resultFrame.getBuffer(), start);
+                    byte[] recordBytes = new byte[length];
+                    bbis.read(recordBytes, 0, length);
+                    resultRecords.put(new String(recordBytes, 0, length));
+                }
+            } finally {
+                try {
+                    bbis.close();
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            readSize = reader.read(resultFrame);
+        }
+
+        hcc.waitForCompletion(jobId);
+        dumpOutputFiles();
+    }
+
+    private void dumpOutputFiles() {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            for (File f : outputFiles) {
+                if (f.exists() && f.isFile()) {
+                    try {
+                        LOGGER.info("Reading file: " + f.getAbsolutePath() + " in test: " + getClass().getName());
+                        String data = FileUtils.readFileToString(f);
+                        LOGGER.info(data);
+                    } catch (IOException e) {
+                        LOGGER.info("Error reading file: " + f.getAbsolutePath());
+                        LOGGER.info(e.getMessage());
+                    }
+                }
+            }
+        }
+    }
+
+    protected File createTempFile() throws IOException {
+        File tempFile = File.createTempFile(getClass().getName(), ".tmp", outputFolder.getRoot());
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Output file: " + tempFile.getAbsolutePath());
+        }
+        outputFiles.add(tempFile);
+        return tempFile;
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AggregationTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AggregationTest.java
new file mode 100644
index 0000000..e3093c4
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/AggregationTest.java
@@ -0,0 +1,659 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+import java.io.IOException;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.FloatParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.AvgFieldGroupAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.AvgFieldMergeAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.FloatSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MinMaxStringFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+import org.junit.Test;
+
+/**
+ *
+ */
+public class AggregationTest extends AbstractIntegrationTest {
+
+    final IFileSplitProvider splitProvider = new ConstantFileSplitProvider(
+            new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/lineitem.tbl"))) });
+
+    final RecordDescriptor desc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            FloatSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    final ITupleParserFactory tupleParserFactory = new DelimitedDataTupleParserFactory(new IValueParserFactory[] {
+            UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+            IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
+            FloatParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, }, '|');
+
+    private AbstractSingleActivityOperatorDescriptor getPrinter(JobSpecification spec, String prefix)
+            throws IOException {
+
+        ResultSetId rsId = new ResultSetId(1);
+        AbstractSingleActivityOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        return printer;
+    }
+
+    @Test
+    public void singleKeySumPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true),
+                        new FloatSumFieldAggregatorFactory(5, true) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeySumInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void singleKeySumExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false),
+                        new FloatSumFieldAggregatorFactory(5, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                        new FloatSumFieldAggregatorFactory(3, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(
+                        new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeySumExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void singleKeyAvgPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, true),
+                                new CountFieldAggregatorFactory(true), new AvgFieldGroupAggregatorFactory(1, true) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void singleKeyAvgExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new CountFieldAggregatorFactory(false), new AvgFieldGroupAggregatorFactory(1, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                        new AvgFieldMergeAggregatorFactory(3, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(
+                        new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void singleKeyMinMaxStringPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+
+        int[] keyFields = new int[] { 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, true),
+                                new MinMaxStringFieldAggregatorFactory(15, true, false) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void singleKeyMinMaxStringExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+
+        int[] keyFields = new int[] { 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new MinMaxStringFieldAggregatorFactory(15, true, true) }),
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new MinMaxStringFieldAggregatorFactory(2, true, true) }),
+                outputRec, outputRec, new HashSpillableTableFactory(
+                        new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "singleKeyAvgExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeySumPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 8, 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, true), new IntSumFieldAggregatorFactory(3, true) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeySumInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeySumExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 8, 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(2, false), new IntSumFieldAggregatorFactory(3, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(new IBinaryHashFunctionFamily[] {
+                        UTF8StringBinaryHashFunctionFamily.INSTANCE, UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeySumExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeyAvgPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 8, 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, true),
+                                new CountFieldAggregatorFactory(true), new AvgFieldGroupAggregatorFactory(1, true) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyAvgInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeyAvgExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 8, 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new CountFieldAggregatorFactory(false), new AvgFieldGroupAggregatorFactory(1, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(2, false), new IntSumFieldAggregatorFactory(3, false),
+                        new AvgFieldMergeAggregatorFactory(4, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(new IBinaryHashFunctionFamily[] {
+                        UTF8StringBinaryHashFunctionFamily.INSTANCE, UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyAvgExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeyMinMaxStringPreClusterGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+
+        int[] keyFields = new int[] { 8, 0 };
+
+        PreclusteredGroupOperatorDescriptor grouper = new PreclusteredGroupOperatorDescriptor(spec, keyFields,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, true),
+                                new MinMaxStringFieldAggregatorFactory(15, true, false) }),
+                outputRec);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyMinMaxStringPreClusterGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void multiKeyMinMaxStringExtGroupTest() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID);
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() });
+
+        int[] keyFields = new int[] { 8, 0 };
+        int frameLimits = 4;
+        int tableSize = 8;
+        long fileSize = frameLimits * spec.getFrameSize();
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, frameLimits,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(1, false),
+                                new MinMaxStringFieldAggregatorFactory(15, true, true) }),
+                new MultiFieldsAggregatorFactory(new int[] { 0, 1 },
+                        new IFieldAggregateDescriptorFactory[] { new IntSumFieldAggregatorFactory(2, false),
+                                new MinMaxStringFieldAggregatorFactory(3, true, true) }),
+                outputRec, outputRec, new HashSpillableTableFactory(new IBinaryHashFunctionFamily[] {
+                        UTF8StringBinaryHashFunctionFamily.INSTANCE, UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "multiKeyMinMaxStringExtGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/CountOfCountsTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/CountOfCountsTest.java
new file mode 100644
index 0000000..da674a4
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/CountOfCountsTest.java
@@ -0,0 +1,279 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class CountOfCountsTest extends AbstractIntegrationTest {
+    @Test
+    public void countOfCountsSingleNC() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] splits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File("data/words.txt"))) };
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(splits);
+        RecordDescriptor desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC1_ID);
+
+        InMemorySortOperatorDescriptor sorter = new InMemorySortOperatorDescriptor(spec, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID);
+
+        RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID);
+
+        InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter2, NC1_ID);
+
+        RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, sorter, 0);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, sorter, 0, group, 0);
+
+        IConnectorDescriptor conn3 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn3, group, 0, sorter2, 0);
+
+        IConnectorDescriptor conn4 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn4, sorter2, 0, group2, 0);
+
+        IConnectorDescriptor conn5 = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(conn5, group2, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void countOfCountsMultiNC() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] splits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File("data/words.txt"))) };
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(splits);
+        RecordDescriptor desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC1_ID);
+
+        InMemorySortOperatorDescriptor sorter = new InMemorySortOperatorDescriptor(spec, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
+
+        RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
+
+        InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter2, NC1_ID, NC2_ID);
+
+        RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, sorter, 0);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, sorter, 0, group, 0);
+
+        IConnectorDescriptor conn3 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn3, group, 0, sorter2, 0);
+
+        IConnectorDescriptor conn4 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn4, sorter2, 0, group2, 0);
+
+        IConnectorDescriptor conn5 = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(conn5, group2, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void countOfCountsExternalSortMultiNC() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] splits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File("data/words.txt"))) };
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(splits);
+        RecordDescriptor desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC1_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 3, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
+
+        RecordDescriptor desc2 = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group, NC1_ID, NC2_ID, NC1_ID, NC2_ID);
+
+        InMemorySortOperatorDescriptor sorter2 = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) }, desc2);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter2, NC1_ID, NC2_ID);
+
+        RecordDescriptor desc3 = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE });
+        PreclusteredGroupOperatorDescriptor group2 = new PreclusteredGroupOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                new MultiFieldsAggregatorFactory(
+                        new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }), desc3);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, group2, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, csvScanner, 0, sorter, 0);
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, sorter, 0, group, 0);
+
+        IConnectorDescriptor conn3 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn3, group, 0, sorter2, 0);
+
+        IConnectorDescriptor conn4 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn4, sorter2, 0, group2, 0);
+
+        IConnectorDescriptor conn5 = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(conn5, group2, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/HeapSortMergeTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/HeapSortMergeTest.java
new file mode 100644
index 0000000..699389b
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/HeapSortMergeTest.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.LimitOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.TopKSorterOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class HeapSortMergeTest extends AbstractIntegrationTest {
+
+    @Test
+    public void optimizedSortMergeTest01() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        int outputLimit = 5; // larger than the total record numbers.
+        TopKSorterOperatorDescriptor sorter = new TopKSorterOperatorDescriptor(spec, 4,
+                outputLimit, new int[] { 1, 0 }, null, new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        File file = File.createTempFile(getClass().getName(), ".tmp");
+        IFileSplitProvider outputSplitProvider = new ConstantFileSplitProvider(
+                new FileSplit[] { new FileSplit(NC1_ID, file.getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outputSplitProvider, "|");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec, new FieldHashPartitionComputerFactory(new int[] {
+                        1, 0 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), new int[] { 1, 0 },
+                        new IBinaryComparatorFactory[] {
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                        new UTF8StringNormalizedKeyComputerFactory()), sorter, 0, printer, 0);
+
+        runTest(spec);
+        System.out.println("Result write into :" + file.getAbsolutePath());
+    }
+
+    @Test
+    public void optimizedSortMergeTest02() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        int outputLimit = 20;
+        TopKSorterOperatorDescriptor sorter = new TopKSorterOperatorDescriptor(spec, 4,
+                outputLimit, new int[] { 1, 0 }, null, new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
+
+        LimitOperatorDescriptor filter = new LimitOperatorDescriptor(spec, ordersDesc, outputLimit);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, filter, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec, new FieldHashPartitionComputerFactory(new int[] {
+                        1, 0 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), new int[] { 1, 0 },
+                        new IBinaryComparatorFactory[] {
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                        new UTF8StringNormalizedKeyComputerFactory()), sorter, 0, filter, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), filter, 0, printer, 0);
+
+        runTest(spec);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/LocalityAwareConnectorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/LocalityAwareConnectorTest.java
new file mode 100644
index 0000000..ad3c006
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/LocalityAwareConnectorTest.java
@@ -0,0 +1,234 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+import java.io.IOException;
+import java.util.BitSet;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.FloatParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.GlobalHashingLocalityMap;
+import org.apache.hyracks.dataflow.std.connectors.HashtableLocalityMap;
+import org.apache.hyracks.dataflow.std.connectors.LocalityAwareMToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.FloatSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+import org.junit.Test;
+
+public class LocalityAwareConnectorTest extends AbstractMultiNCIntegrationTest {
+
+    final IFileSplitProvider splitProvider = new ConstantFileSplitProvider(
+            new FileSplit[] { new FileSplit("asterix-001", new FileReference(new File("data/tpch0.001/lineitem.tbl"))),
+                    new FileSplit("asterix-002", new FileReference(new File("data/tpch0.001/lineitem.tbl"))),
+                    new FileSplit("asterix-003", new FileReference(new File("data/tpch0.001/lineitem.tbl"))),
+                    new FileSplit("asterix-004", new FileReference(new File("data/tpch0.001/lineitem.tbl"))) });
+
+    final int fileSize = 800 * 1024 * 4;
+
+    final RecordDescriptor desc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            FloatSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    final ITupleParserFactory tupleParserFactory = new DelimitedDataTupleParserFactory(new IValueParserFactory[] {
+            UTF8StringParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+            IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
+            FloatParserFactory.INSTANCE, FloatParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, }, '|');
+
+    /**
+     * Test of aggregations using locality aware connector. The output two files should be the
+     * same, each of which is the aggregation of two copies of the lineitem.tbl.
+     * Note that if the hashing connector is not working correctly, the two files may be different. This
+     * also means that even the output files are the same, the hashing may have other problems.
+     *
+     * @throws Exception
+     */
+    @Test
+    public void localityAwareAggregationTest() throws Exception {
+
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, "asterix-001", "asterix-002",
+                "asterix-003", "asterix-004");
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+        int tableSize = 8;
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, fileSize / spec.getFrameSize() + 1,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false),
+                        new FloatSumFieldAggregatorFactory(5, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                        new FloatSumFieldAggregatorFactory(3, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(
+                        new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, "asterix-005", "asterix-006");
+
+        BitSet nodemap = new BitSet(8);
+
+        nodemap.set(0);
+        nodemap.set(2);
+        nodemap.set(5);
+        nodemap.set(7);
+
+        IConnectorDescriptor conn1 = new LocalityAwareMToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }),
+                new HashtableLocalityMap(nodemap));
+
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "localityAwareSumInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, "asterix-005", "asterix-006");
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    /**
+     * Test for locality aware connector, using the global hashing node mapper. This should have
+     * the exactly the same result as using {@link MToNPartitioningConnectorDescriptor}.
+     *
+     * @throws Exception
+     */
+    @Test
+    public void globalPartitionAggregationTest() throws Exception {
+
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(spec, splitProvider, tupleParserFactory,
+                desc);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, "asterix-001", "asterix-002",
+                "asterix-003", "asterix-004");
+
+        RecordDescriptor outputRec = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE });
+
+        int[] keyFields = new int[] { 0 };
+        int tableSize = 8;
+
+        ExternalGroupOperatorDescriptor grouper = new ExternalGroupOperatorDescriptor(spec, tableSize, fileSize,
+                keyFields, fileSize / spec.getFrameSize() + 1,
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                new UTF8StringNormalizedKeyComputerFactory(),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false),
+                        new FloatSumFieldAggregatorFactory(5, false) }),
+                new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                        new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                        new FloatSumFieldAggregatorFactory(3, false) }),
+                outputRec, outputRec, new HashSpillableTableFactory(
+                        new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, grouper, "asterix-005", "asterix-006");
+
+        IConnectorDescriptor conn1 = new LocalityAwareMToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keyFields,
+                        new IBinaryHashFunctionFactory[] {
+                                PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }),
+                new GlobalHashingLocalityMap());
+
+        spec.connect(conn1, csvScanner, 0, grouper, 0);
+
+        AbstractSingleActivityOperatorDescriptor printer = getPrinter(spec, "localityAwareSumInmemGroupTest");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, "asterix-005", "asterix-006");
+
+        IConnectorDescriptor conn2 = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn2, grouper, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    private AbstractSingleActivityOperatorDescriptor getPrinter(JobSpecification spec, String prefix)
+            throws IOException {
+
+        ResultSetId rsId = new ResultSetId(1);
+        AbstractSingleActivityOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        return printer;
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/ScanPrintTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/ScanPrintTest.java
new file mode 100644
index 0000000..08cc0b8
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/ScanPrintTest.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class ScanPrintTest extends AbstractIntegrationTest {
+    @Test
+    public void scanPrint01() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(new FileSplit[] {
+                new FileSplit(NC2_ID, new FileReference(new File("data/words.txt"))),
+                new FileSplit(NC1_ID, new FileReference(new File("data/words.txt"))) });
+
+        RecordDescriptor desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor csvScanner = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner, NC2_ID, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        IConnectorDescriptor conn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(conn, csvScanner, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void scanPrint02() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(conn1, ordScanner, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void scanPrint03() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { IntegerParserFactory.INSTANCE,
+                        IntegerParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        spec.addResultSetId(rsId);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor conn1 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(IntegerPointable.FACTORY) }));
+        spec.connect(conn1, ordScanner, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SortMergeTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SortMergeTest.java
new file mode 100644
index 0000000..a31bef7
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SortMergeTest.java
@@ -0,0 +1,152 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class SortMergeTest extends AbstractIntegrationTest {
+    @Test
+    public void sortMergeTest01() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        InMemorySortOperatorDescriptor sorter = new InMemorySortOperatorDescriptor(spec, new int[] { 1 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec, new FieldHashPartitionComputerFactory(
+                        new int[] { 1 }, new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }), new int[] { 1 },
+                        new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                                .of(UTF8StringPointable.FACTORY) }, new UTF8StringNormalizedKeyComputerFactory()),
+                sorter, 0, printer, 0);
+
+        runTest(spec);
+    }
+
+    @Test
+    public void sortMergeTest02() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, 4, new int[] { 1, 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec, new FieldHashPartitionComputerFactory(new int[] {
+                        1, 0 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), new int[] { 1, 0 },
+                        new IBinaryComparatorFactory[] {
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                        new UTF8StringNormalizedKeyComputerFactory()), sorter, 0, printer, 0);
+
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SplitOperatorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SplitOperatorTest.java
new file mode 100644
index 0000000..40b4251
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/SplitOperatorTest.java
@@ -0,0 +1,116 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+import java.io.IOException;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.misc.SplitOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class SplitOperatorTest extends AbstractIntegrationTest {
+
+    public void compareFiles(String fileNameA, String fileNameB) throws IOException {
+        BufferedReader fileA = new BufferedReader(new FileReader(fileNameA));
+        BufferedReader fileB = new BufferedReader(new FileReader(fileNameB));
+
+        String lineA, lineB;
+        while ((lineA = fileA.readLine()) != null) {
+            lineB = fileB.readLine();
+            Assert.assertEquals(lineA, lineB);
+        }
+        Assert.assertNull(fileB.readLine());
+        fileA.close();
+        fileB.close();
+    }
+
+    @Test
+    public void test() throws Exception {
+        final int outputArity = 2;
+
+        JobSpecification spec = new JobSpecification();
+
+        String inputFileName = "data/words.txt";
+        File[] outputFile = new File[outputArity];
+        for (int i = 0; i < outputArity; i++) {
+            outputFile[i] = File.createTempFile("splitop", null);
+            outputFile[i].deleteOnExit();
+        }
+
+        FileSplit[] inputSplits = new FileSplit[] { new FileSplit(NC1_ID, inputFileName) };
+
+        String[] locations = new String[] { NC1_ID };
+
+        DelimitedDataTupleParserFactory stringParser = new DelimitedDataTupleParserFactory(
+                new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, '\u0000');
+        RecordDescriptor stringRec = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(), });
+
+        FileScanOperatorDescriptor scanOp = new FileScanOperatorDescriptor(spec, new ConstantFileSplitProvider(
+                inputSplits), stringParser, stringRec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, scanOp, locations);
+
+        SplitOperatorDescriptor splitOp = new SplitOperatorDescriptor(spec, stringRec, outputArity);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, splitOp, locations);
+
+        IOperatorDescriptor outputOp[] = new IOperatorDescriptor[outputFile.length];
+        for (int i = 0; i < outputArity; i++) {
+            ResultSetId rsId = new ResultSetId(i);
+            spec.addResultSetId(rsId);
+
+            outputOp[i] = new ResultWriterOperatorDescriptor(spec, rsId, true, false,
+                    ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+            PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, outputOp[i], locations);
+        }
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), scanOp, 0, splitOp, 0);
+        for (int i = 0; i < outputArity; i++) {
+            spec.connect(new OneToOneConnectorDescriptor(spec), splitOp, i, outputOp[i], 0);
+        }
+
+        for (int i = 0; i < outputArity; i++) {
+            spec.addRoot(outputOp[i]);
+        }
+        String[] expectedResultsFileNames = new String[outputArity];
+        for (int i = 0; i < outputArity; i++) {
+            expectedResultsFileNames[i] = inputFileName;
+        }
+        runTestAndCompareResults(spec, expectedResultsFileNames);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOptimizedHybridHashJoinTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOptimizedHybridHashJoinTest.java
new file mode 100644
index 0000000..a4c87c8
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOptimizedHybridHashJoinTest.java
@@ -0,0 +1,246 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+import java.util.Arrays;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.JoinComparatorFactory;
+import org.apache.hyracks.dataflow.std.join.OptimizedHybridHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.NullSinkOperatorDescriptor;
+
+public class TPCHCustomerOptimizedHybridHashJoinTest extends AbstractIntegrationTest {
+
+    private static boolean DEBUG = false;
+
+    static RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    static RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer() });
+
+    static RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer() });
+
+    static IValueParserFactory[] custValueParserFactories = new IValueParserFactory[custDesc.getFieldCount()];
+    static IValueParserFactory[] orderValueParserFactories = new IValueParserFactory[ordersDesc.getFieldCount()];
+
+    static {
+        Arrays.fill(custValueParserFactories, UTF8StringParserFactory.INSTANCE);
+        Arrays.fill(orderValueParserFactories, UTF8StringParserFactory.INSTANCE);
+    }
+
+    private IOperatorDescriptor getPrinter(JobSpecification spec, File file) {
+        IFileSplitProvider outputSplitProvider = new ConstantFileSplitProvider(
+                new FileSplit[] {
+                        new FileSplit(NC1_ID, file.getAbsolutePath()) });
+
+        return DEBUG ? new PlainFileWriterOperatorDescriptor(spec, outputSplitProvider, "|")
+                : new NullSinkOperatorDescriptor(spec);
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashJoin_Case1() throws Exception {
+        JobSpecification spec = new JobSpecification();
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer4.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders4.tbl"))) };
+
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(orderValueParserFactories, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(custValueParserFactories, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        OptimizedHybridHashJoinOperatorDescriptor join = new OptimizedHybridHashJoinOperatorDescriptor(spec, 15, 243,
+                1.2, new int[] { 0 }, new int[] { 1 },
+                new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 0, 1),
+                new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0),
+                null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        File file = File.createTempFile(getClass().getName(), "case1");
+        IOperatorDescriptor printer = getPrinter(spec, file);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+        System.out.println("output to " + file.getAbsolutePath());
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashJoin_Case2() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer3.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders4.tbl"))) };
+
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(orderValueParserFactories, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(custValueParserFactories, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        OptimizedHybridHashJoinOperatorDescriptor join = new OptimizedHybridHashJoinOperatorDescriptor(spec, 15, 122,
+                1.2, new int[] { 0 }, new int[] { 1 },
+                new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 0, 1),
+                new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0),
+                null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        File file = File.createTempFile(getClass().getName(), "case2");
+        IOperatorDescriptor printer = getPrinter(spec, file);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+        System.out.println("output to " + file.getAbsolutePath());
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashJoin_Case3() throws Exception {
+
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer3.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders1.tbl"))) };
+
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(orderValueParserFactories, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(custValueParserFactories, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        OptimizedHybridHashJoinOperatorDescriptor join = new OptimizedHybridHashJoinOperatorDescriptor(spec, 6, 122,
+                1.2, new int[] { 0 }, new int[] { 1 },
+                new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 0, 1),
+                new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0),
+                null);
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        File file = File.createTempFile(getClass().getName(), "case3");
+        IOperatorDescriptor printer = getPrinter(spec, file);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+        System.out.println("output to " + file.getAbsolutePath());
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
new file mode 100644
index 0000000..8232a62
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderHashJoinTest.java
@@ -0,0 +1,1032 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.join.GraceHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.HybridHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.misc.MaterializingOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.NoopNullWriterFactory;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class TPCHCustomerOrderHashJoinTest extends AbstractIntegrationTest {
+
+    /*
+     * TPCH Customer table: CREATE TABLE CUSTOMER ( C_CUSTKEY INTEGER NOT NULL,
+     * C_NAME VARCHAR(25) NOT NULL, C_ADDRESS VARCHAR(40) NOT NULL, C_NATIONKEY
+     * INTEGER NOT NULL, C_PHONE CHAR(15) NOT NULL, C_ACCTBAL DECIMAL(15,2) NOT
+     * NULL, C_MKTSEGMENT CHAR(10) NOT NULL, C_COMMENT VARCHAR(117) NOT NULL );
+     * TPCH Orders table: CREATE TABLE ORDERS ( O_ORDERKEY INTEGER NOT NULL,
+     * O_CUSTKEY INTEGER NOT NULL, O_ORDERSTATUS CHAR(1) NOT NULL, O_TOTALPRICE
+     * DECIMAL(15,2) NOT NULL, O_ORDERDATE DATE NOT NULL, O_ORDERPRIORITY
+     * CHAR(15) NOT NULL, O_CLERK CHAR(15) NOT NULL, O_SHIPPRIORITY INTEGER NOT
+     * NULL, O_COMMENT VARCHAR(79) NOT NULL );
+     */
+
+    @Test
+    public void customerOrderCIDJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
+                spec,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, 128, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDGraceJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
+                spec,
+                4,
+                10,
+                200,
+                1.2,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
+                spec,
+                5,
+                20,
+                200,
+                1.2,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, null, false, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDInMemoryHashLeftOuterJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
+        for (int j = 0; j < nullWriterFactories.length; j++) {
+            nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
+        }
+
+        InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
+                spec,
+                new int[] { 0 },
+                new int[] { 1 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                null, custOrderJoinDesc, true, nullWriterFactories, 128);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDGraceHashLeftOuterJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
+        for (int j = 0; j < nullWriterFactories.length; j++) {
+            nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
+        }
+
+        GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
+                spec,
+                5,
+                20,
+                200,
+                1.2,
+                new int[] { 0 },
+                new int[] { 1 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, true, nullWriterFactories, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashLeftOuterJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC2_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
+        for (int j = 0; j < nullWriterFactories.length; j++) {
+            nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
+        }
+
+        HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
+                spec,
+                5,
+                20,
+                200,
+                1.2,
+                new int[] { 0 },
+                new int[] { 1 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, null, true, nullWriterFactories);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDJoinMulti() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
+                spec,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, 128, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDGraceJoinMulti() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        GraceHashJoinOperatorDescriptor join = new GraceHashJoinOperatorDescriptor(
+                spec,
+                3,
+                20,
+                100,
+                1.2,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDHybridHashJoinMulti() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        HybridHashJoinOperatorDescriptor join = new HybridHashJoinOperatorDescriptor(
+                spec,
+                3,
+                20,
+                100,
+                1.2,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, null, false, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDJoinAutoExpand() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
+                spec,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, 128, null);
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDJoinMultiMaterialized() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        MaterializingOperatorDescriptor ordMat = new MaterializingOperatorDescriptor(spec, ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordMat, NC1_ID, NC2_ID);
+
+        MaterializingOperatorDescriptor custMat = new MaterializingOperatorDescriptor(spec, custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custMat, NC1_ID, NC2_ID);
+
+        InMemoryHashJoinOperatorDescriptor join = new InMemoryHashJoinOperatorDescriptor(
+                spec,
+                new int[] { 1 },
+                new int[] { 0 },
+                new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                custOrderJoinDesc, 128, null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordPartConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordPartConn, ordScanner, 0, ordMat, 0);
+
+        IConnectorDescriptor custPartConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 },
+                        new IBinaryHashFunctionFactory[] { PointableBinaryHashFunctionFactory
+                                .of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custPartConn, custScanner, 0, custMat, 0);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordMat, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custMat, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java
new file mode 100644
index 0000000..c28e496
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/TPCHCustomerOrderNestedLoopJoinTest.java
@@ -0,0 +1,438 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparator;
+import org.apache.hyracks.api.dataflow.value.ITuplePairComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNReplicatingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.join.NestedLoopJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.tests.util.NoopNullWriterFactory;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class TPCHCustomerOrderNestedLoopJoinTest extends AbstractIntegrationTest {
+    private static class JoinComparatorFactory implements ITuplePairComparatorFactory {
+        private static final long serialVersionUID = 1L;
+
+        private final IBinaryComparatorFactory bFactory;
+        private final int pos0;
+        private final int pos1;
+
+        public JoinComparatorFactory(IBinaryComparatorFactory bFactory, int pos0, int pos1) {
+            this.bFactory = bFactory;
+            this.pos0 = pos0;
+            this.pos1 = pos1;
+        }
+
+        @Override
+        public ITuplePairComparator createTuplePairComparator(IHyracksTaskContext ctx) {
+            return new JoinComparator(bFactory.createBinaryComparator(), pos0, pos1);
+        }
+    }
+
+    private static class JoinComparator implements ITuplePairComparator {
+
+        private final IBinaryComparator bComparator;
+        private final int field0;
+        private final int field1;
+
+        public JoinComparator(IBinaryComparator bComparator, int field0, int field1) {
+            this.bComparator = bComparator;
+            this.field0 = field0;
+            this.field1 = field1;
+        }
+
+        @Override
+        public int compare(IFrameTupleAccessor accessor0, int tIndex0, IFrameTupleAccessor accessor1, int tIndex1)
+                throws HyracksDataException {
+            int tStart0 = accessor0.getTupleStartOffset(tIndex0);
+            int fStartOffset0 = accessor0.getFieldSlotsLength() + tStart0;
+
+            int tStart1 = accessor1.getTupleStartOffset(tIndex1);
+            int fStartOffset1 = accessor1.getFieldSlotsLength() + tStart1;
+
+            int fStart0 = accessor0.getFieldStartOffset(tIndex0, field0);
+            int fEnd0 = accessor0.getFieldEndOffset(tIndex0, field0);
+            int fLen0 = fEnd0 - fStart0;
+
+            int fStart1 = accessor1.getFieldStartOffset(tIndex1, field1);
+            int fEnd1 = accessor1.getFieldEndOffset(tIndex1, field1);
+            int fLen1 = fEnd1 - fStart1;
+
+            int c = bComparator.compare(accessor0.getBuffer().array(), fStart0 + fStartOffset0, fLen0, accessor1
+                    .getBuffer().array(), fStart1 + fStartOffset1, fLen1);
+            if (c != 0) {
+                return c;
+            }
+            return 0;
+        }
+    }
+
+    /*
+     * TPCH Customer table: CREATE TABLE CUSTOMER ( C_CUSTKEY INTEGER NOT NULL,
+     * C_NAME VARCHAR(25) NOT NULL, C_ADDRESS VARCHAR(40) NOT NULL, C_NATIONKEY
+     * INTEGER NOT NULL, C_PHONE CHAR(15) NOT NULL, C_ACCTBAL DECIMAL(15,2) NOT
+     * NULL, C_MKTSEGMENT CHAR(10) NOT NULL, C_COMMENT VARCHAR(117) NOT NULL );
+     * TPCH Orders table: CREATE TABLE ORDERS ( O_ORDERKEY INTEGER NOT NULL,
+     * O_CUSTKEY INTEGER NOT NULL, O_ORDERSTATUS CHAR(1) NOT NULL, O_TOTALPRICE
+     * DECIMAL(15,2) NOT NULL, O_ORDERDATE DATE NOT NULL, O_ORDERPRIORITY
+     * CHAR(15) NOT NULL, O_CLERK CHAR(15) NOT NULL, O_SHIPPRIORITY INTEGER NOT
+     * NULL, O_COMMENT VARCHAR(79) NOT NULL );
+     */
+    @Test
+    public void customerOrderCIDJoin() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/customer.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] { new FileSplit(NC1_ID, new FileReference(new File(
+                "data/tpch0.001/orders.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID);
+
+        NestedLoopJoinOperatorDescriptor join = new NestedLoopJoinOperatorDescriptor(spec, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0), custOrderJoinDesc, 4, false,
+                null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDJoinMulti() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        NestedLoopJoinOperatorDescriptor join = new NestedLoopJoinOperatorDescriptor(spec, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0), custOrderJoinDesc, 5, false,
+                null);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDJoinAutoExpand() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        NestedLoopJoinOperatorDescriptor join = new NestedLoopJoinOperatorDescriptor(spec, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0), custOrderJoinDesc, 6, false,
+                null);
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, join, 2);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+    @Test
+    public void customerOrderCIDOuterJoinMulti() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileSplit[] custSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/customer-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/customer-part2.tbl"))) };
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(custSplits);
+        RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+        FileSplit[] ordersSplits = new FileSplit[] {
+                new FileSplit(NC1_ID, new FileReference(new File("data/tpch0.001/orders-part1.tbl"))),
+                new FileSplit(NC2_ID, new FileReference(new File("data/tpch0.001/orders-part2.tbl"))) };
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(ordersSplits);
+        RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE }, '|'), custDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, custScanner, NC1_ID, NC2_ID);
+
+        INullWriterFactory[] nullWriterFactories = new INullWriterFactory[ordersDesc.getFieldCount()];
+        for (int j = 0; j < nullWriterFactories.length; j++) {
+            nullWriterFactories[j] = NoopNullWriterFactory.INSTANCE;
+        }
+
+        NestedLoopJoinOperatorDescriptor join = new NestedLoopJoinOperatorDescriptor(spec, new JoinComparatorFactory(
+                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0), custOrderJoinDesc, 5, true,
+                nullWriterFactories);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, join, NC1_ID, NC2_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        IConnectorDescriptor ordJoinConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(ordJoinConn, ordScanner, 0, join, 0);
+
+        IConnectorDescriptor custJoinConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(custJoinConn, custScanner, 0, join, 1);
+
+        IConnectorDescriptor joinPrinterConn = new MToNReplicatingConnectorDescriptor(spec);
+        spec.connect(joinPrinterConn, join, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/UnionTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/UnionTest.java
new file mode 100644
index 0000000..12e04f0
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/UnionTest.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.dataset.ResultSetId;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.result.ResultWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.union.UnionAllOperatorDescriptor;
+import org.apache.hyracks.tests.util.ResultSerializerFactoryProvider;
+
+public class UnionTest extends AbstractIntegrationTest {
+    @Test
+    public void union01() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        IFileSplitProvider splitProvider = new ConstantFileSplitProvider(new FileSplit[] {
+                new FileSplit(NC2_ID, new FileReference(new File("data/words.txt"))),
+                new FileSplit(NC1_ID, new FileReference(new File("data/words.txt"))) });
+
+        RecordDescriptor desc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor csvScanner01 = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner01, NC2_ID, NC1_ID);
+
+        FileScanOperatorDescriptor csvScanner02 = new FileScanOperatorDescriptor(
+                spec,
+                splitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE }, ','),
+                desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, csvScanner02, NC2_ID, NC1_ID);
+
+        UnionAllOperatorDescriptor unionAll = new UnionAllOperatorDescriptor(spec, 2, desc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, unionAll, NC2_ID, NC1_ID);
+
+        ResultSetId rsId = new ResultSetId(1);
+        spec.addResultSetId(rsId);
+
+        IOperatorDescriptor printer = new ResultWriterOperatorDescriptor(spec, rsId, false, false,
+                ResultSerializerFactoryProvider.INSTANCE.getResultSerializerFactoryProvider());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC2_ID, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), csvScanner01, 0, unionAll, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), csvScanner02, 0, unionAll, 1);
+        spec.connect(new OneToOneConnectorDescriptor(spec), unionAll, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/VSizeFrameSortMergeTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/VSizeFrameSortMergeTest.java
new file mode 100644
index 0000000..039497c
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/integration/VSizeFrameSortMergeTest.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.integration;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+
+public class VSizeFrameSortMergeTest extends AbstractIntegrationTest {
+
+    public static String[] INPUTS = { "data/tpch0.001/orders-part1.tbl", "data/tpch0.001/orders-part2.tbl" };
+
+    FileSplit[] ordersSplits = new FileSplit[] {
+            new FileSplit(NC1_ID, new FileReference(new File(INPUTS[0]))),
+            new FileSplit(NC2_ID, new FileReference(new File(INPUTS[1]))) };
+    IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+    RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer() });
+
+    @Test
+    public void sortNormalMergeTest() throws Exception {
+        sortTask(1024, 4);
+        sortTask(256, 4);
+    }
+
+    @Test
+    public void sortLargeMergeTest() throws Exception {
+        sortTask(32, 128);
+        sortTask(16, 256);
+        sortTask(16, 10240);
+    }
+
+    public void sortTask(int frameSize, int frameLimit) throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+                        UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE }, '|'), ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ordScanner, NC1_ID, NC2_ID);
+
+        spec.setFrameSize(frameSize);
+        ExternalSortOperatorDescriptor sorter = new ExternalSortOperatorDescriptor(spec, frameLimit, new int[] { 1, 0 },
+                new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) }, ordersDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, sorter, NC1_ID, NC2_ID);
+
+        File file = File.createTempFile(getClass().getName(), ".tmp");
+
+        IFileSplitProvider outputSplitProvider = new ConstantFileSplitProvider(
+                new FileSplit[] { new FileSplit(NC1_ID, file.getAbsolutePath()) });
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outputSplitProvider, "|");
+
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, printer, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec, new FieldHashPartitionComputerFactory(new int[] {
+                        1, 0 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }), new int[] { 1, 0 },
+                        new IBinaryComparatorFactory[] {
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+                                PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                        new UTF8StringNormalizedKeyComputerFactory()), sorter, 0, printer, 0);
+
+        spec.addRoot(printer);
+        runTest(spec);
+        System.out.println("Result write into :" + file.getAbsolutePath());
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/ErrorReportingTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/ErrorReportingTest.java
new file mode 100644
index 0000000..6b08c3e
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/ErrorReportingTest.java
@@ -0,0 +1,206 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.rewriting;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.tests.integration.AbstractIntegrationTest;
+import org.junit.Test;
+
+import junit.framework.Assert;
+
+public class ErrorReportingTest extends AbstractIntegrationTest {
+
+    static final String EXPECTED_ERROR_MESSAGE = "expected failure";
+
+    @Test
+    public void testInitialize() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        TestSourceOperatorDescriptor ets1 = new TestSourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets1, NC1_ID);
+
+        TestSourceOperatorDescriptor ets2 = new TestSourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets2, NC1_ID);
+
+        TestSourceOperatorDescriptor ets3 = new TestSourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets3, NC1_ID);
+
+        ExceptionRaisingOperatorDescriptor tc = new ExceptionRaisingOperatorDescriptor(spec, 3);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, tc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets1, 0, tc, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets2, 0, tc, 1);
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets3, 0, tc, 2);
+        spec.addRoot(tc);
+
+        try {
+            runTest(spec);
+        } catch (Exception e) {
+            Throwable t = getRootCause(e);
+            Assert.assertTrue(t.getMessage().equals(EXPECTED_ERROR_MESSAGE));
+        }
+    }
+
+    private Throwable getRootCause(Throwable t) {
+        Throwable cause = t.getCause();
+        if (cause == null) {
+            return t;
+        }
+        return getRootCause(cause);
+    }
+}
+
+class TestSourceOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public TestSourceOperatorDescriptor(JobSpecification spec) {
+        super(spec, 0, 1);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            private ByteBuffer frame = ctx.allocateFrame();
+
+            @Override
+            public void initialize() throws HyracksDataException {
+                try {
+                    writer.open();
+                    writer.nextFrame(frame);
+                } catch (Exception e) {
+                    writer.fail();
+                    throw new HyracksDataException(e);
+                } finally {
+                    writer.close();
+                }
+            }
+        };
+    }
+
+}
+
+class ExceptionRaisingOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public ExceptionRaisingOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity) {
+        super(spec, inputArity, 0);
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ExceptionRaisingActivityNode tca = new ExceptionRaisingActivityNode(new ActivityId(getOperatorId(), 0));
+        builder.addActivity(this, tca);
+        for (int i = 0; i < inputArity; ++i) {
+            builder.addSourceEdge(i, tca, i);
+        }
+    }
+
+    private class ExceptionRaisingActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public ExceptionRaisingActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                        throws HyracksDataException {
+            return new IOperatorNodePushable() {
+
+                @Override
+                public void initialize() throws HyracksDataException {
+
+                }
+
+                @Override
+                public void deinitialize() throws HyracksDataException {
+
+                }
+
+                @Override
+                public int getInputArity() {
+                    return inputArity;
+                }
+
+                @Override
+                public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc)
+                        throws HyracksDataException {
+                    throw new IllegalStateException();
+                }
+
+                @Override
+                public IFrameWriter getInputFrameWriter(final int index) {
+                    return new IFrameWriter() {
+                        @Override
+                        public void open() throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                            if (index == inputArity - 1) {
+                                throw new HyracksDataException(ErrorReportingTest.EXPECTED_ERROR_MESSAGE);
+                            }
+                        }
+
+                        @Override
+                        public void fail() throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void close() throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void flush() throws HyracksDataException {
+                        }
+                    };
+                }
+
+                @Override
+                public String getDisplayName() {
+                    return "Exception-Raising-Activity";
+                }
+
+            };
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/SuperActivityRewritingTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/SuperActivityRewritingTest.java
new file mode 100644
index 0000000..bba18b3
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/rewriting/SuperActivityRewritingTest.java
@@ -0,0 +1,192 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.rewriting;
+
+import java.nio.ByteBuffer;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.IActivityGraphBuilder;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.base.AbstractActivityNode;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.tests.integration.AbstractIntegrationTest;
+import org.junit.Test;
+
+public class SuperActivityRewritingTest extends AbstractIntegrationTest {
+
+    @Test
+    public void testScanUnion() throws Exception {
+        JobSpecification spec = new JobSpecification();
+
+        DummySourceOperatorDescriptor ets1 = new DummySourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets1, NC1_ID);
+
+        DummySourceOperatorDescriptor ets2 = new DummySourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets2, NC1_ID);
+
+        DummySourceOperatorDescriptor ets3 = new DummySourceOperatorDescriptor(spec);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, ets3, NC1_ID);
+
+        ThreadCountingOperatorDescriptor tc = new ThreadCountingOperatorDescriptor(spec, 3);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, tc, NC1_ID);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets1, 0, tc, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets2, 0, tc, 1);
+        spec.connect(new OneToOneConnectorDescriptor(spec), ets3, 0, tc, 2);
+        spec.addRoot(tc);
+        runTest(spec);
+    }
+
+}
+
+class DummySourceOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public DummySourceOperatorDescriptor(JobSpecification spec) {
+        super(spec, 0, 1);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+
+            @Override
+            public void initialize() throws HyracksDataException {
+                try {
+                    writer.open();
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw new HyracksDataException(th);
+                } finally {
+                    writer.close();
+                }
+            }
+        };
+    }
+
+}
+
+class ThreadCountingOperatorDescriptor extends AbstractOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    public ThreadCountingOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity) {
+        super(spec, inputArity, 0);
+    }
+
+    @Override
+    public void contributeActivities(IActivityGraphBuilder builder) {
+        ThreadCountingActivityNode tca = new ThreadCountingActivityNode(new ActivityId(getOperatorId(), 0));
+        builder.addActivity(this, tca);
+        for (int i = 0; i < inputArity; ++i) {
+            builder.addSourceEdge(i, tca, i);
+        }
+    }
+
+    private class ThreadCountingActivityNode extends AbstractActivityNode {
+        private static final long serialVersionUID = 1L;
+
+        public ThreadCountingActivityNode(ActivityId id) {
+            super(id);
+        }
+
+        @Override
+        public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+                IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions)
+                        throws HyracksDataException {
+            return new IOperatorNodePushable() {
+                private Set<Long> threads = new HashSet<Long>();
+
+                @Override
+                public void initialize() throws HyracksDataException {
+
+                }
+
+                @Override
+                public void deinitialize() throws HyracksDataException {
+                    if (threads.size() != inputArity) {
+                        throw new HyracksDataException("The number of worker threads is not as expected");
+                    }
+                }
+
+                @Override
+                public int getInputArity() {
+                    return inputArity;
+                }
+
+                @Override
+                public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc)
+                        throws HyracksDataException {
+                    throw new IllegalStateException();
+                }
+
+                @Override
+                public IFrameWriter getInputFrameWriter(int index) {
+                    return new IFrameWriter() {
+                        @Override
+                        public void open() throws HyracksDataException {
+                            synchronized (threads) {
+                                threads.add(Thread.currentThread().getId());
+                            }
+                        }
+
+                        @Override
+                        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void fail() throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void close() throws HyracksDataException {
+
+                        }
+
+                        @Override
+                        public void flush() throws HyracksDataException {
+                        }
+                    };
+                }
+
+                @Override
+                public String getDisplayName() {
+                    return "Thread-Counting-Activity";
+                }
+
+            };
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractExternalGroupbyTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractExternalGroupbyTest.java
new file mode 100644
index 0000000..b8ec790
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractExternalGroupbyTest.java
@@ -0,0 +1,243 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+
+import java.io.DataInputStream;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.std.group.IAggregatorDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.AvgFieldGroupAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.AvgFieldMergeAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.test.support.TestUtils;
+
+public abstract class AbstractExternalGroupbyTest {
+
+    ISerializerDeserializer[] inFields = new ISerializerDeserializer[] {
+            IntegerSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(),
+    };
+
+    ISerializerDeserializer[] aggrFields = new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(),  // key
+            IntegerSerializerDeserializer.INSTANCE,     // sum
+            IntegerSerializerDeserializer.INSTANCE,     // count
+            FloatSerializerDeserializer.INSTANCE,       // avg
+    };
+
+    RecordDescriptor inRecordDesc = new RecordDescriptor(inFields);
+
+    RecordDescriptor outputRec = new RecordDescriptor(aggrFields);
+
+    IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[] {
+            PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) };
+
+    INormalizedKeyComputerFactory normalizedKeyComputerFactory = new UTF8StringNormalizedKeyComputerFactory();
+
+    IAggregatorDescriptorFactory partialAggrInPlace = new MultiFieldsAggregatorFactory(
+            new IFieldAggregateDescriptorFactory[] {
+                    new IntSumFieldAggregatorFactory(0, false),
+                    new CountFieldAggregatorFactory(false),
+                    new AvgFieldGroupAggregatorFactory(0, false) });
+
+    IAggregatorDescriptorFactory finalAggrInPlace = new MultiFieldsAggregatorFactory(
+            new IFieldAggregateDescriptorFactory[] {
+                    new IntSumFieldAggregatorFactory(1, false),
+                    new IntSumFieldAggregatorFactory(2, false),
+                    new AvgFieldMergeAggregatorFactory(3, false) });
+
+    IAggregatorDescriptorFactory partialAggrInState = new MultiFieldsAggregatorFactory(
+            new IFieldAggregateDescriptorFactory[] {
+                    new IntSumFieldAggregatorFactory(0, true),
+                    new CountFieldAggregatorFactory(true),
+                    new AvgFieldGroupAggregatorFactory(0, true) });
+
+    IAggregatorDescriptorFactory finalAggrInState = new MultiFieldsAggregatorFactory(
+            new IFieldAggregateDescriptorFactory[] {
+                    new IntSumFieldAggregatorFactory(1, true),
+                    new IntSumFieldAggregatorFactory(2, true),
+                    new AvgFieldMergeAggregatorFactory(3, true) });
+
+    int[] keyFields = new int[] { 1 };
+    int[] keyFieldsAfterPartial = new int[] { 0 };
+
+    class ResultValidateWriter implements IFrameWriter {
+
+        final Map<Integer, String> keyValueMap;
+        FrameTupleAccessor resultAccessor = new FrameTupleAccessor(outputRec);
+
+        class Result {
+            Result(int i) {
+                sum = i;
+                count = 1;
+            }
+
+            int sum;
+            int count;
+        }
+
+        private Map<String, Result> answer;
+
+        public ResultValidateWriter(Map<Integer, String> keyValueMap) {
+            this.keyValueMap = keyValueMap;
+            answer = new HashMap<>();
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            for (Map.Entry<Integer, String> keyValue : keyValueMap.entrySet()) {
+                Result result = answer.get(keyValue.getValue());
+                if (result == null) {
+                    answer.put(keyValue.getValue(), new Result(keyValue.getKey()));
+                } else {
+                    result.sum += keyValue.getKey();
+                    result.count++;
+                }
+            }
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            resultAccessor.reset(buffer);
+            ByteBufferInputStream bbis = new ByteBufferInputStream();
+            DataInputStream di = new DataInputStream(bbis);
+
+            Object[] outRecord = new Object[outputRec.getFieldCount()];
+
+            for (int tid = 0; tid < resultAccessor.getTupleCount(); tid++) {
+                for (int fid = 0; fid < outputRec.getFieldCount(); fid++) {
+                    bbis.setByteBuffer(resultAccessor.getBuffer(),
+                            resultAccessor.getAbsoluteFieldStartOffset(tid, fid));
+                    outRecord[fid] = outputRec.getFields()[fid].deserialize(di);
+                }
+                Result result = answer.remove((String) outRecord[0]);
+                assertNotNull(result);
+                assertEquals(result.sum, (int) outRecord[1]);
+                assertEquals(result.count, (int) outRecord[2]);
+            }
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+            Assert.fail();
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            assertEquals(0, answer.size());
+        }
+    }
+
+    @Test
+    public void testBuildAndMergeNormalFrameInMem() throws HyracksDataException {
+        int tableSize = 1001;
+        int numFrames = 3;
+        int frameSize = 256;
+        int minDataSize = frameSize;
+        int minRecordSize = 20;
+        int maxRecordSize = 50;
+        testBuildAndMerge(tableSize, numFrames, frameSize, minDataSize, minRecordSize, maxRecordSize, null);
+    }
+
+    @Test
+    public void testBuildAndMergeNormalFrameSpill() throws HyracksDataException {
+        int tableSize = 1001;
+        int numFrames = 3;
+        int frameSize = 256;
+        int minDataSize = frameSize * 4;
+        int minRecordSize = 20;
+        int maxRecordSize = 50;
+        testBuildAndMerge(tableSize, numFrames, frameSize, minDataSize, minRecordSize, maxRecordSize, null);
+    }
+
+    @Test
+    public void testBuildAndMergeBigObj() throws HyracksDataException {
+        int tableSize = 1001;
+        int numFrames = 4;
+        int frameSize = 256;
+        int minDataSize = frameSize * 5;
+        int minRecordSize = 20;
+        int maxRecordSize = 50;
+        HashMap<Integer, String> bigRecords = AbstractRunGeneratorTest.generateBigObject(frameSize, 2);
+        testBuildAndMerge(tableSize, numFrames, frameSize, minDataSize, minRecordSize, maxRecordSize,
+                bigRecords);
+
+    }
+
+    protected abstract void initial(IHyracksTaskContext ctx, int tableSize, int numFrames) throws HyracksDataException;
+
+    protected abstract IFrameWriter getBuilder();
+
+    protected abstract IOperatorNodePushable getMerger();
+
+    private void testBuildAndMerge(int tableSize, int numFrames, int frameSize, int minDataSize,
+            int minRecordSize, int maxRecordSize,
+            Map<Integer, String> specialData)
+            throws HyracksDataException {
+
+        IHyracksTaskContext ctx = TestUtils.create(frameSize);
+        initial(ctx, tableSize, numFrames);
+        ArrayList<IFrame> input = new ArrayList<>();
+        Map<Integer, String> keyValueMap = new HashMap<>();
+        AbstractRunGeneratorTest
+                .prepareData(ctx, input, minDataSize, minRecordSize, maxRecordSize, specialData, keyValueMap);
+
+        ResultValidateWriter writer = new ResultValidateWriter(keyValueMap);
+
+        getBuilder().open();
+        for (IFrame frame : input) {
+            getBuilder().nextFrame(frame.getBuffer());
+        }
+        getBuilder().close();
+
+        getMerger().setOutputFrameWriter(0, writer, outputRec);
+        getMerger().initialize();
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractRunGeneratorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractRunGeneratorTest.java
new file mode 100644
index 0000000..673c6fa
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/AbstractRunGeneratorTest.java
@@ -0,0 +1,273 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import static org.junit.Assert.assertTrue;
+
+import java.io.DataInputStream;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Random;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.util.GroupFrameAccessor;
+import org.apache.hyracks.dataflow.std.sort.util.GroupVSizeFrame;
+import org.apache.hyracks.test.support.TestUtils;
+import org.junit.Test;
+
+public abstract class AbstractRunGeneratorTest {
+    static TestUtils testUtils = new TestUtils();
+    static ISerializerDeserializer[] SerDers = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer() };
+    static RecordDescriptor RecordDesc = new RecordDescriptor(SerDers);
+    static Random GRandom = new Random(System.currentTimeMillis());
+    static int[] SortFields = new int[] { 0, 1 };
+    static IBinaryComparatorFactory[] ComparatorFactories = new IBinaryComparatorFactory[] {
+            PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY),
+            PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) };
+
+    static void assertMaxFrameSizesAreAllEqualsTo(List<GeneratedRunFileReader> maxSize, int pageSize) {
+        for (int i = 0; i < maxSize.size(); i++) {
+            assertTrue(maxSize.get(i).getMaxFrameSize() == pageSize);
+        }
+    }
+
+    abstract AbstractSortRunGenerator getSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int numOfInputRecord)
+            throws HyracksDataException;
+
+    protected List<GeneratedRunFileReader> testSortRecords(int pageSize, int frameLimit, int numRuns, int minRecordSize,
+            int maxRecordSize, HashMap<Integer, String> specialData) throws HyracksDataException {
+        IHyracksTaskContext ctx = testUtils.create(pageSize);
+
+        HashMap<Integer, String> keyValuePair = new HashMap<>();
+        List<IFrame> frameList = new ArrayList<>();
+        prepareData(ctx, frameList, pageSize * frameLimit * numRuns, minRecordSize, maxRecordSize, specialData,
+                keyValuePair);
+        AbstractSortRunGenerator runGenerator = getSortRunGenerator(ctx, frameLimit, keyValuePair.size());
+        runGenerator.open();
+        for (IFrame frame : frameList) {
+            runGenerator.nextFrame(frame.getBuffer());
+        }
+        runGenerator.close();
+        matchResult(ctx, runGenerator.getRuns(), keyValuePair);
+        return runGenerator.getRuns();
+    }
+
+    static void matchResult(IHyracksTaskContext ctx, List<GeneratedRunFileReader> runs,
+            Map<Integer, String> keyValuePair) throws HyracksDataException {
+        HashMap<Integer, String> copyMap2 = new HashMap<>(keyValuePair);
+        int maxFrameSizes = 0;
+        for (GeneratedRunFileReader run : runs) {
+            maxFrameSizes = Math.max(maxFrameSizes, run.getMaxFrameSize());
+        }
+        GroupVSizeFrame gframe = new GroupVSizeFrame(ctx, maxFrameSizes);
+        GroupFrameAccessor gfta = new GroupFrameAccessor(ctx.getInitialFrameSize(), RecordDesc);
+        assertReadSorted(runs, gfta, gframe, copyMap2);
+    }
+
+    static int assertFTADataIsSorted(IFrameTupleAccessor fta, Map<Integer, String> keyValuePair, int preKey)
+            throws HyracksDataException {
+
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream di = new DataInputStream(bbis);
+        for (int i = 0; i < fta.getTupleCount(); i++) {
+            bbis.setByteBuffer(fta.getBuffer(),
+                    fta.getTupleStartOffset(i) + fta.getFieldStartOffset(i, 0) + fta.getFieldSlotsLength());
+            int key = (int) RecordDesc.getFields()[0].deserialize(di);
+            bbis.setByteBuffer(fta.getBuffer(),
+                    fta.getTupleStartOffset(i) + fta.getFieldStartOffset(i, 1) + fta.getFieldSlotsLength());
+            String value = (String) RecordDesc.getFields()[1].deserialize(di);
+
+            if (!keyValuePair.get(key).equals(value)) {
+                assertTrue(false);
+            }
+            keyValuePair.remove(key);
+            assertTrue(key >= preKey);
+            preKey = key;
+        }
+        return preKey;
+    }
+
+    static void assertReadSorted(List<GeneratedRunFileReader> runs, IFrameTupleAccessor fta, IFrame frame,
+            Map<Integer, String> keyValuePair) throws HyracksDataException {
+
+        assertTrue(runs.size() > 0);
+        for (GeneratedRunFileReader run : runs) {
+            run.open();
+            int preKey = Integer.MIN_VALUE;
+            while (run.nextFrame(frame)) {
+                fta.reset(frame.getBuffer());
+                preKey = assertFTADataIsSorted(fta, keyValuePair, preKey);
+            }
+            run.close();
+        }
+        assertTrue(keyValuePair.isEmpty());
+    }
+
+    static void prepareData(IHyracksTaskContext ctx, List<IFrame> frameList, int minDataSize, int minRecordSize,
+            int maxRecordSize, Map<Integer, String> specialData, Map<Integer, String> keyValuePair)
+                    throws HyracksDataException {
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(RecordDesc.getFieldCount());
+        FrameTupleAppender appender = new FrameTupleAppender();
+
+        int datasize = 0;
+        if (specialData != null) {
+            for (Map.Entry<Integer, String> entry : specialData.entrySet()) {
+                tb.reset();
+                tb.addField(IntegerSerializerDeserializer.INSTANCE, entry.getKey());
+                tb.addField(new UTF8StringSerializerDeserializer(), entry.getValue());
+
+                VSizeFrame frame = new VSizeFrame(ctx, FrameHelper.calcAlignedFrameSizeToStore(
+                        tb.getFieldEndOffsets().length, tb.getSize(), ctx.getInitialFrameSize()));
+                appender.reset(frame, true);
+                assertTrue(appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()));
+                frameList.add(frame);
+                datasize += frame.getFrameSize();
+            }
+            keyValuePair.putAll(specialData);
+        }
+
+        VSizeFrame frame = new VSizeFrame(ctx, ctx.getInitialFrameSize());
+        appender.reset(frame, true);
+        while (datasize < minDataSize) {
+            tb.reset();
+            int key = GRandom.nextInt(minDataSize + 1);
+            if (!keyValuePair.containsKey(key)) {
+                String value = generateRandomRecord(minRecordSize, maxRecordSize);
+                tb.addField(IntegerSerializerDeserializer.INSTANCE, key);
+                tb.addField(new UTF8StringSerializerDeserializer(), value);
+
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    frameList.add(frame);
+                    datasize += frame.getFrameSize();
+                    frame = new VSizeFrame(ctx, FrameHelper.calcAlignedFrameSizeToStore(tb.getFieldEndOffsets().length,
+                            tb.getSize(), ctx.getInitialFrameSize()));
+                    appender.reset(frame, true);
+                    assertTrue(appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize()));
+                }
+
+                keyValuePair.put(key, value);
+            }
+        }
+        if (appender.getTupleCount() > 0) {
+            frameList.add(frame);
+        }
+
+    }
+
+    static String generateRandomRecord(int minRecordSize, int maxRecordSize) throws HyracksDataException {
+        int size = GRandom.nextInt(maxRecordSize - minRecordSize + 1) + minRecordSize;
+        return generateRandomFixSizedString(size);
+
+    }
+
+    static String generateRandomFixSizedString(int size) {
+        StringBuilder sb = new StringBuilder(size);
+        for (; size >= 0; --size) {
+            char ch = (char) (GRandom.nextInt(26) + 97);
+            sb.append(ch);
+        }
+        return sb.toString();
+    }
+
+    static HashMap<Integer, String> generateBigObject(int pageSize, int times) {
+        HashMap<Integer, String> map = new HashMap<>(1);
+        for (int i = 1; i < times; i++) {
+            map.put(GRandom.nextInt(), generateRandomFixSizedString(pageSize * i));
+        }
+        return map;
+    }
+
+    @Test
+    public void testAllSmallRecords() throws HyracksDataException {
+        int pageSize = 512;
+        int frameLimit = 4;
+        int numRuns = 2;
+        int minRecordSize = pageSize / 8;
+        int maxRecordSize = pageSize / 8;
+        List<GeneratedRunFileReader> maxSize = testSortRecords(pageSize, frameLimit, numRuns, minRecordSize,
+                maxRecordSize, null);
+        assertMaxFrameSizesAreAllEqualsTo(maxSize, pageSize);
+    }
+
+    @Test
+    public void testAllLargeRecords() throws HyracksDataException {
+        int pageSize = 2048;
+        int frameLimit = 4;
+        int numRuns = 2;
+        int minRecordSize = pageSize;
+        int maxRecordSize = (int) (pageSize * 1.8);
+        List<GeneratedRunFileReader> size = testSortRecords(pageSize, frameLimit, numRuns, minRecordSize, maxRecordSize,
+                null);
+        assertMaxFrameSizesAreAllEqualsTo(size, pageSize * 2);
+    }
+
+    @Test
+    public void testMixedLargeRecords() throws HyracksDataException {
+        int pageSize = 128;
+        int frameLimit = 4;
+        int numRuns = 4;
+        int minRecordSize = 20;
+        int maxRecordSize = pageSize / 2;
+        HashMap<Integer, String> specialPair = generateBigObject(pageSize, frameLimit - 1);
+        List<GeneratedRunFileReader> size = testSortRecords(pageSize, frameLimit, numRuns, minRecordSize, maxRecordSize,
+                specialPair);
+
+        int max = 0;
+        for (GeneratedRunFileReader run : size) {
+            max = Math.max(max, run.getMaxFrameSize());
+        }
+        assertTrue(max == pageSize * (frameLimit - 1));
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void testTooBigRecordWillThrowException() throws HyracksDataException {
+        int pageSize = 1024;
+        int frameLimit = 8;
+        int numRuns = 8;
+        HashMap<Integer, String> specialPair = generateBigObject(pageSize, frameLimit);
+        int minRecordSize = 10;
+        int maxRecordSize = pageSize / 2;
+        List<GeneratedRunFileReader> size = testSortRecords(pageSize, frameLimit, numRuns, minRecordSize, maxRecordSize,
+                specialPair);
+
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalHashGroupbyTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalHashGroupbyTest.java
new file mode 100644
index 0000000..f1a4231
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalHashGroupbyTest.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.ISpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupBuildOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupWriteOperatorNodePushable;
+
+public class ExternalHashGroupbyTest extends AbstractExternalGroupbyTest {
+    ExternalGroupBuildOperatorNodePushable buildOperator;
+    ExternalGroupWriteOperatorNodePushable mergeOperator;
+
+    @Override
+    protected void initial(IHyracksTaskContext ctx, int tableSize, int numFrames) {
+        ISpillableTableFactory tableFactory = new HashSpillableTableFactory(
+                new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE });
+        buildOperator = new ExternalGroupBuildOperatorNodePushable(ctx, this.hashCode(), tableSize,
+                numFrames * ctx.getInitialFrameSize(), keyFields, numFrames, comparatorFactories,
+                normalizedKeyComputerFactory, partialAggrInPlace, inRecordDesc, outputRec, tableFactory);
+        mergeOperator = new ExternalGroupWriteOperatorNodePushable(ctx, this.hashCode(), tableFactory, outputRec,
+                outputRec, numFrames, keyFieldsAfterPartial, normalizedKeyComputerFactory, comparatorFactories,
+                finalAggrInPlace);
+    }
+
+    @Override
+    protected IFrameWriter getBuilder() {
+        return buildOperator;
+    }
+
+    @Override
+    protected AbstractUnaryOutputSourceOperatorNodePushable getMerger() {
+        return mergeOperator;
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalSortRunGeneratorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalSortRunGeneratorTest.java
new file mode 100644
index 0000000..fd57f1e
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/ExternalSortRunGeneratorTest.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortRunGenerator;
+
+public class ExternalSortRunGeneratorTest extends AbstractRunGeneratorTest {
+
+    @Override
+    AbstractSortRunGenerator getSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int numOfInputRecord)
+            throws HyracksDataException {
+        return new ExternalSortRunGenerator(ctx, SortFields, null, ComparatorFactories, RecordDesc,
+                Algorithm.MERGE_SORT, frameLimit);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HeapSortRunGeneratorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HeapSortRunGeneratorTest.java
new file mode 100644
index 0000000..d219a56
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HeapSortRunGeneratorTest.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.HeapSortRunGenerator;
+
+public class HeapSortRunGeneratorTest extends AbstractRunGeneratorTest {
+    @Override
+    AbstractSortRunGenerator getSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int numOfInputRecord)
+            throws HyracksDataException {
+        return new HeapSortRunGenerator(ctx, frameLimit, numOfInputRecord, SortFields, null, ComparatorFactories,
+                RecordDesc);
+    }
+
+    @Test
+    public void testTopK(){
+
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HybridSortRunGenerator.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HybridSortRunGenerator.java
new file mode 100644
index 0000000..d1080f8
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/HybridSortRunGenerator.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.HybridTopKSortRunGenerator;
+
+public class HybridSortRunGenerator extends AbstractRunGeneratorTest {
+    @Override
+    AbstractSortRunGenerator getSortRunGenerator(IHyracksTaskContext ctx, int frameLimit, int numOfInputRecord)
+            throws HyracksDataException {
+        return new HybridTopKSortRunGenerator(ctx, frameLimit, numOfInputRecord, SortFields, null, ComparatorFactories,
+                RecordDesc);
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/IntersectOperatorDescriptorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/IntersectOperatorDescriptorTest.java
new file mode 100644
index 0000000..0c49588
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/IntersectOperatorDescriptorTest.java
@@ -0,0 +1,222 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import static org.junit.Assert.assertEquals;
+import static org.mockito.Mockito.any;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.when;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputerFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.intersect.IntersectOperatorDescriptor;
+import org.apache.hyracks.tests.util.InputFrameGenerator;
+import org.apache.hyracks.tests.util.MultiThreadTaskEmulator;
+import org.apache.hyracks.tests.util.OutputFrameVerifier;
+import org.apache.hyracks.test.support.TestUtils;
+import org.junit.Before;
+import org.junit.Test;
+
+public class IntersectOperatorDescriptorTest {
+
+    IOperatorDescriptorRegistry mockRegistry = when(
+            mock(IOperatorDescriptorRegistry.class).createOperatorDescriptorId(any()))
+            .thenReturn(new OperatorDescriptorId(1)).getMock();
+    MultiThreadTaskEmulator multiThreadTaskEmulator = new MultiThreadTaskEmulator();
+    InputFrameGenerator frameGenerator = new InputFrameGenerator(256);
+    IHyracksTaskContext ctx = TestUtils.create(256);
+
+    int nInputs;
+    int nProjectFields;
+    int[][] compareFields;
+    RecordDescriptor[] inputRecordDescriptor;
+    INormalizedKeyComputerFactory normalizedKeyFactory;
+    IBinaryComparatorFactory[] comparatorFactory;
+    RecordDescriptor outRecordDescriptor;
+
+    protected void initializeParameters() {
+        compareFields = new int[nInputs][];
+
+        inputRecordDescriptor = new RecordDescriptor[nInputs];
+
+        normalizedKeyFactory = null;
+        comparatorFactory = new IBinaryComparatorFactory[] {
+                PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY),
+                PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY)
+        };
+
+        for (int i = 0; i < nInputs; i++) {
+            compareFields[i] = new int[nProjectFields];
+            for (int f = 0; f < nProjectFields; f++) {
+                compareFields[i][f] = f;
+            }
+        }
+        for (int i = 0; i < nInputs; i++) {
+            inputRecordDescriptor[i] = new RecordDescriptor(new ISerializerDeserializer[] {
+                    IntegerSerializerDeserializer.INSTANCE,
+                    IntegerSerializerDeserializer.INSTANCE,
+                    IntegerSerializerDeserializer.INSTANCE
+            });
+        }
+
+        outRecordDescriptor = new RecordDescriptor(new ISerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE
+        });
+    }
+
+    @Before
+    public void setUpInput() {
+        nInputs = 3;
+        nProjectFields = 2;
+        initializeParameters();
+    }
+
+    @Test
+    public void testNormalOperatorInitialization() throws HyracksException {
+
+        IntersectOperatorDescriptor operatorDescriptor = new IntersectOperatorDescriptor(mockRegistry, nInputs,
+                compareFields, normalizedKeyFactory, comparatorFactory, outRecordDescriptor);
+
+        assertEquals(nInputs, operatorDescriptor.getInputArity());
+    }
+
+    @Test
+    public void testCommonIntersect() throws Exception {
+        List<Object[]> answer = new ArrayList<>();
+        List<IFrame>[] inputFrames = new ArrayList[nInputs];
+        prepareCommonDataFrame(inputFrames, answer);
+        executeAndVerifyResult(inputFrames, answer);
+    }
+
+    @Test
+    public void testNullOutputIntersect() throws Exception {
+        List<Object[]> answer = new ArrayList<>();
+        List<IFrame>[] inputFrames = new ArrayList[nInputs];
+        prepareNullResultDataFrame(inputFrames, answer);
+        executeAndVerifyResult(inputFrames, answer);
+    }
+
+    @Test
+    public void testOneInputIsVeryShortIntersect() throws Exception {
+        List<Object[]> answer = new ArrayList<>();
+        List<IFrame>[] inputFrames = new ArrayList[nInputs];
+        prepareOneInputIsVeryShortDataFrame(inputFrames, answer);
+        executeAndVerifyResult(inputFrames, answer);
+    }
+
+    @Test
+    public void testAllSameInputIntersect() throws Exception {
+        List<Object[]> answer = new ArrayList<>();
+        List<IFrame>[] inputFrames = new ArrayList[nInputs];
+        prepareAllSameInputDataFrame(inputFrames, answer);
+        executeAndVerifyResult(inputFrames, answer);
+    }
+
+    @Test
+    public void testOnlyOneInputIntersect() throws Exception {
+        nInputs = 1;
+        initializeParameters();
+        List<Object[]> answer = new ArrayList<>();
+        List<IFrame>[] inputFrames = new ArrayList[nInputs];
+        prepareAllSameInputDataFrame(inputFrames, answer);
+        executeAndVerifyResult(inputFrames, answer);
+    }
+
+    private void executeAndVerifyResult(List<IFrame>[] inputFrames, List<Object[]> answer) throws Exception {
+        IntersectOperatorDescriptor.IntersectOperatorNodePushable pushable =
+                new IntersectOperatorDescriptor.IntersectOperatorNodePushable(ctx, nInputs, inputRecordDescriptor,
+                        compareFields, null, comparatorFactory);
+        assertEquals(nInputs, pushable.getInputArity());
+
+        IFrameWriter[] writers = new IFrameWriter[nInputs];
+        for (int i = 0; i < nInputs; i++) {
+            writers[i] = pushable.getInputFrameWriter(i);
+        }
+        IFrameWriter resultVerifier = new OutputFrameVerifier(outRecordDescriptor, answer);
+        pushable.setOutputFrameWriter(0, resultVerifier, outRecordDescriptor);
+        multiThreadTaskEmulator.runInParallel(writers, inputFrames);
+    }
+
+    protected void prepareCommonDataFrame(List<IFrame>[] inputFrames, List<Object[]> answer)
+            throws HyracksDataException {
+        for (int i = 0; i < nInputs; i++) {
+            List<Object[]> inputObjects = new ArrayList<>();
+            generateRecordStream(inputObjects, inputRecordDescriptor[i], i + 1, (i + 1) * 100, 1);
+            inputFrames[i] = frameGenerator.generateDataFrame(inputRecordDescriptor[i], inputObjects);
+        }
+        generateRecordStream(answer, outRecordDescriptor, nInputs, 100, 1);
+    }
+
+    protected void prepareNullResultDataFrame(List<IFrame>[] inputFrames, List<Object[]> answer)
+            throws HyracksDataException {
+        for (int i = 0; i < nInputs; i++) {
+            List<Object[]> inputObjects = new ArrayList<>();
+            generateRecordStream(inputObjects, inputRecordDescriptor[i], (i + 1) * 100, (i + 2) * 100, 1);
+            inputFrames[i] = frameGenerator.generateDataFrame(inputRecordDescriptor[i], inputObjects);
+        }
+    }
+
+    protected void prepareOneInputIsVeryShortDataFrame(List<IFrame>[] inputFrames, List<Object[]> answer)
+            throws HyracksDataException {
+        for (int i = 0; i < nInputs; i++) {
+            List<Object[]> inputObjects = new ArrayList<>();
+            generateRecordStream(inputObjects, inputRecordDescriptor[i], i, i * 100 + 1, 1);
+            inputFrames[i] = frameGenerator.generateDataFrame(inputRecordDescriptor[i], inputObjects);
+        }
+    }
+
+    protected void prepareAllSameInputDataFrame(List<IFrame>[] inputFrames, List<Object[]> answer)
+            throws HyracksDataException {
+        for (int i = 0; i < nInputs; i++) {
+            List<Object[]> inputObjects = new ArrayList<>();
+            generateRecordStream(inputObjects, inputRecordDescriptor[i], 0, 100, 1);
+            inputFrames[i] = frameGenerator.generateDataFrame(inputRecordDescriptor[i], inputObjects);
+        }
+        generateRecordStream(answer, outRecordDescriptor, 0, 100, 1);
+    }
+
+    private void generateRecordStream(List<Object[]> inputs, RecordDescriptor recordDesc,
+            int start, int end, int step) {
+        for (int i = start; i < end; i += step) {
+            Object[] obj = new Object[recordDesc.getFieldCount()];
+            for (int f = 0; f < recordDesc.getFieldCount(); f++) {
+                obj[f] = i;
+            }
+            inputs.add(obj);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/RunMergingFrameReaderTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/RunMergingFrameReaderTest.java
new file mode 100644
index 0000000..567b7df
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/RunMergingFrameReaderTest.java
@@ -0,0 +1,412 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.ComparatorFactories;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.GRandom;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.RecordDesc;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.SortFields;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.generateRandomRecord;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.matchResult;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.prepareData;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.testUtils;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.io.DataInputStream;
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.TreeMap;
+
+import junit.extensions.PA;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameReader;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.RunMergingFrameReader;
+import org.apache.hyracks.dataflow.std.sort.util.GroupVSizeFrame;
+import org.junit.Test;
+
+public class RunMergingFrameReaderTest {
+    static IBinaryComparator[] Comparators = new IBinaryComparator[] { ComparatorFactories[0].createBinaryComparator(),
+            ComparatorFactories[1].createBinaryComparator(), };
+
+    static class TestFrameReader implements IFrameReader {
+
+        private final int pageSize;
+        private final int numFrames;
+        private final int minRecordSize;
+        private final int maxRecordSize;
+        private TreeMap<Integer, String> result = new TreeMap<>();
+        int maxFrameSize;
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(RecordDesc.getFieldCount());
+        FrameTupleAppender appender = new FrameTupleAppender();
+        private Iterator<Map.Entry<Integer, String>> iterator;
+        private Map.Entry<Integer, String> lastEntry;
+
+        TestFrameReader(int pageSize, int numFrames, int minRecordSize, int maxRecordSize) {
+            this.pageSize = pageSize;
+            this.numFrames = numFrames;
+            this.minRecordSize = minRecordSize;
+            this.maxRecordSize = maxRecordSize;
+            this.maxFrameSize = pageSize;
+        }
+
+        @Override
+        public void open() throws HyracksDataException {
+            result.clear();
+            int maxTupleSize = prepareSortedData(numFrames * pageSize, minRecordSize, maxRecordSize, null, result);
+            maxFrameSize = FrameHelper.calcAlignedFrameSizeToStore(0, maxTupleSize, pageSize);
+            iterator = result.entrySet().iterator();
+        }
+
+        @Override
+        public boolean nextFrame(IFrame frame) throws HyracksDataException {
+            if (lastEntry == null && !iterator.hasNext()) {
+                return false;
+            }
+            if (lastEntry == null) {
+                lastEntry = iterator.next();
+            }
+            appender.reset(frame, true);
+            while (true) {
+                tb.reset();
+                tb.addField(IntegerSerializerDeserializer.INSTANCE, lastEntry.getKey());
+                tb.addField(new UTF8StringSerializerDeserializer(), lastEntry.getValue());
+                if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                    break;
+                } else {
+                    if (iterator.hasNext()) {
+                        lastEntry = iterator.next();
+                    } else {
+                        lastEntry = null;
+                        break;
+                    }
+
+                }
+            }
+            //            printFrame(frame.getBuffer());
+            return true;
+        }
+
+        private void printFrame(ByteBuffer buffer) {
+            FrameTupleAccessor fta = new FrameTupleAccessor(RecordDesc);
+            fta.reset(buffer);
+            fta.prettyPrint();
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+        }
+    }
+
+    static int prepareSortedData(int minDataSize, int minRecordSize, int maxRecordSize,
+            Map<Integer, String> specialData, Map<Integer, String> result) throws HyracksDataException {
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(RecordDesc.getFieldCount());
+
+        int datasize = 0;
+        int maxtuple = 0;
+        if (specialData != null) {
+            for (Map.Entry<Integer, String> entry : specialData.entrySet()) {
+                tb.reset();
+                tb.addField(IntegerSerializerDeserializer.INSTANCE, entry.getKey());
+                tb.addField(new UTF8StringSerializerDeserializer(), entry.getValue());
+                int size = tb.getSize() + tb.getFieldEndOffsets().length * 4;
+                datasize += size;
+                if (size > maxtuple) {
+                    maxtuple = size;
+                }
+            }
+            result.putAll(specialData);
+        }
+
+        while (datasize < minDataSize) {
+            String value = generateRandomRecord(minRecordSize, maxRecordSize);
+            tb.reset();
+            int key = GRandom.nextInt(datasize + 1);
+            if (!result.containsKey(key)) {
+                tb.addField(IntegerSerializerDeserializer.INSTANCE, key);
+                tb.addField(new UTF8StringSerializerDeserializer(), value);
+                int size = tb.getSize() + tb.getFieldEndOffsets().length * 4;
+                datasize += size;
+                if (size > maxtuple) {
+                    maxtuple = size;
+                }
+                if (datasize < minDataSize) {
+                    result.put(key, value);
+                }
+            }
+        }
+
+        return maxtuple;
+    }
+
+    @Test
+    public void testOnlyOneRunShouldMerge() throws HyracksDataException {
+        int pageSize = 128;
+        int numRuns = 1;
+        int numFramesPerRun = 1;
+        int minRecordSize = pageSize / 10;
+        int maxRecordSize = pageSize / 8;
+
+        IHyracksTaskContext ctx = testUtils.create(pageSize);
+        List<Map<Integer, String>> keyValueMapList = new ArrayList<>(numRuns);
+        List<TestFrameReader> readerList = new ArrayList<>(numRuns);
+        List<IFrame> frameList = new ArrayList<>(numRuns);
+        prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                frameList, keyValueMapList);
+
+        RunMergingFrameReader reader = new RunMergingFrameReader(ctx, readerList, frameList, SortFields, Comparators,
+                null, RecordDesc);
+        testMergeSucceed(ctx, reader, keyValueMapList);
+    }
+
+    @Test
+    public void testNormalRunMerge() throws HyracksDataException {
+
+        int pageSize = 128;
+        int numRuns = 2;
+        int numFramesPerRun = 2;
+        int minRecordSize = pageSize / 10;
+        int maxRecordSize = pageSize / 8;
+
+        IHyracksTaskContext ctx = testUtils.create(pageSize);
+        List<Map<Integer, String>> keyValueMapList = new ArrayList<>(numRuns);
+        List<TestFrameReader> readerList = new ArrayList<>(numRuns);
+        List<IFrame> frameList = new ArrayList<>(numRuns);
+        prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                frameList, keyValueMapList);
+
+        RunMergingFrameReader reader = new RunMergingFrameReader(ctx, readerList, frameList, SortFields, Comparators,
+                null, RecordDesc);
+        testMergeSucceed(ctx, reader, keyValueMapList);
+    }
+
+    @Test
+    public void testNormalRunMergeWithTopK() throws HyracksDataException {
+
+        int pageSize = 128;
+        int numRuns = 2;
+        int numFramesPerRun = 2;
+        int minRecordSize = pageSize / 10;
+        int maxRecordSize = pageSize / 8;
+
+        for (int topK = 1; topK < pageSize * numRuns * numFramesPerRun / maxRecordSize / 2; topK++) {
+            IHyracksTaskContext ctx = testUtils.create(pageSize);
+            List<Map<Integer, String>> keyValueMapList = new ArrayList<>(numRuns);
+            List<TestFrameReader> readerList = new ArrayList<>(numRuns);
+            List<IFrame> frameList = new ArrayList<>(numRuns);
+            prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                    frameList, keyValueMapList);
+
+            RunMergingFrameReader reader = new RunMergingFrameReader(ctx, readerList, frameList, SortFields,
+                    Comparators, null, RecordDesc, topK);
+            int totoalCount = testMergeSucceedInner(ctx, reader, keyValueMapList);
+            int newCount = 0;
+            for (Map<Integer, String> x : keyValueMapList) {
+                newCount += x.size();
+            }
+            assertEquals(topK + newCount, totoalCount);
+        }
+    }
+
+    private void testMergeSucceed(IHyracksTaskContext ctx, RunMergingFrameReader reader,
+            List<Map<Integer, String>> keyValueMapList) throws HyracksDataException {
+
+        testMergeSucceedInner(ctx, reader, keyValueMapList);
+        assertAllKeyValueIsConsumed(keyValueMapList);
+        reader.close();
+    }
+
+    private int testMergeSucceedInner(IHyracksTaskContext ctx, RunMergingFrameReader reader,
+            List<Map<Integer, String>> keyValueMapList) throws HyracksDataException {
+
+        IFrame frame = new VSizeFrame(ctx);
+        reader.open();
+        int count = 0;
+        for (int i = 0; i < keyValueMapList.size(); i++) {
+            keyValueMapList.set(i, new TreeMap<>(keyValueMapList.get(i)));
+            count += keyValueMapList.get(i).size();
+        }
+        while (reader.nextFrame(frame)) {
+            assertFrameIsSorted(frame, keyValueMapList);
+        }
+        return count;
+    }
+
+    @Test
+    public void testOneLargeRunMerge() throws HyracksDataException {
+        int pageSize = 64;
+        int numRuns = 2;
+        int numFramesPerRun = 1;
+        int minRecordSize = pageSize / 10;
+        int maxRecordSize = pageSize / 8;
+
+        IHyracksTaskContext ctx = testUtils.create(pageSize);
+        List<Map<Integer, String>> keyValueMap = new ArrayList<>();
+        List<TestFrameReader> readerList = new ArrayList<>();
+        List<IFrame> frameList = new ArrayList<>();
+        prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                frameList, keyValueMap);
+
+        minRecordSize = pageSize;
+        maxRecordSize = pageSize;
+        numFramesPerRun = 4;
+        prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                frameList, keyValueMap);
+
+        minRecordSize = pageSize * 2;
+        maxRecordSize = pageSize * 2;
+        numFramesPerRun = 6;
+        prepareRandomInputRunList(ctx, pageSize, numRuns, numFramesPerRun, minRecordSize, maxRecordSize, readerList,
+                frameList, keyValueMap);
+
+        RunMergingFrameReader reader = new RunMergingFrameReader(ctx, readerList, frameList, SortFields, Comparators,
+                null, RecordDesc);
+        testMergeSucceed(ctx, reader, keyValueMap);
+    }
+
+    @Test
+    public void testRunFileReader() throws HyracksDataException {
+        int pageSize = 128;
+        int numRuns = 4;
+        int numFramesPerRun = 4;
+        int minRecordSize = pageSize / 10;
+        int maxRecordSize = pageSize / 2;
+
+        IHyracksTaskContext ctx = testUtils.create(pageSize);
+        ExternalSortRunGenerator runGenerator = new ExternalSortRunGenerator(ctx, SortFields, null, ComparatorFactories,
+                RecordDesc, Algorithm.MERGE_SORT, numFramesPerRun);
+
+        runGenerator.open();
+        Map<Integer, String> keyValuePair = new HashMap<>();
+        List<IFrame> frameList = new ArrayList<>();
+        prepareData(ctx, frameList, pageSize * numFramesPerRun * numRuns, minRecordSize, maxRecordSize, null,
+                keyValuePair);
+        for (IFrame frame : frameList) {
+            runGenerator.nextFrame(frame.getBuffer());
+        }
+
+        numFramesPerRun = 2;
+        minRecordSize = pageSize;
+        maxRecordSize = pageSize;
+        frameList.clear();
+        prepareData(ctx, frameList, pageSize * numFramesPerRun * numRuns, minRecordSize, maxRecordSize, null,
+                keyValuePair);
+        for (IFrame frame : frameList) {
+            runGenerator.nextFrame(frame.getBuffer());
+        }
+        runGenerator.close();
+        List<IFrame> inFrame = new ArrayList<>(runGenerator.getRuns().size());
+        for (GeneratedRunFileReader max : runGenerator.getRuns()) {
+            inFrame.add(new GroupVSizeFrame(ctx, max.getMaxFrameSize()));
+        }
+
+        // Let each run file reader not delete the run file when it is read and closed.
+        for (GeneratedRunFileReader run : runGenerator.getRuns()) {
+            PA.setValue(run, "deleteAfterClose", false);
+        }
+        matchResult(ctx, runGenerator.getRuns(), keyValuePair);
+
+        List<IFrameReader> runs = new ArrayList<>();
+        for (GeneratedRunFileReader run : runGenerator.getRuns()) {
+            runs.add(run);
+        }
+        RunMergingFrameReader reader = new RunMergingFrameReader(ctx, runs, inFrame, SortFields, Comparators, null,
+                RecordDesc);
+
+        IFrame outFrame = new VSizeFrame(ctx);
+        reader.open();
+        while (reader.nextFrame(outFrame)) {
+            assertFrameIsSorted(outFrame, Arrays.asList(keyValuePair));
+        }
+        reader.close();
+        assertAllKeyValueIsConsumed(Arrays.asList(keyValuePair));
+    }
+
+    private void assertAllKeyValueIsConsumed(List<Map<Integer, String>> keyValueMapList) {
+        for (Map<Integer, String> map : keyValueMapList) {
+            assertTrue(map.isEmpty());
+        }
+    }
+
+    private void assertFrameIsSorted(IFrame frame, List<Map<Integer, String>> keyValueMapList)
+            throws HyracksDataException {
+        FrameTupleAccessor fta = new FrameTupleAccessor(RecordDesc);
+
+        ByteBufferInputStream bbis = new ByteBufferInputStream();
+        DataInputStream di = new DataInputStream(bbis);
+
+        fta.reset(frame.getBuffer());
+        //        fta.prettyPrint();
+        int preKey = Integer.MIN_VALUE;
+        for (int i = 0; i < fta.getTupleCount(); i++) {
+            bbis.setByteBuffer(fta.getBuffer(),
+                    fta.getTupleStartOffset(i) + fta.getFieldStartOffset(i, 0) + fta.getFieldSlotsLength());
+            int key = (int) RecordDesc.getFields()[0].deserialize(di);
+            bbis.setByteBuffer(fta.getBuffer(),
+                    fta.getTupleStartOffset(i) + fta.getFieldStartOffset(i, 1) + fta.getFieldSlotsLength());
+            String value = (String) RecordDesc.getFields()[1].deserialize(di);
+
+            boolean found = false;
+            for (Map<Integer, String> map : keyValueMapList) {
+                if (map.containsKey(key) && map.get(key).equals(value)) {
+                    found = true;
+                    map.remove(key);
+                    break;
+                }
+            }
+            assertTrue(found);
+            assertTrue(preKey <= key);
+            preKey = key;
+        }
+    }
+
+    static void prepareRandomInputRunList(IHyracksTaskContext ctx, int pageSize, int numRuns, int numFramesPerRun,
+            int minRecordSize, int maxRecordSize, List<TestFrameReader> readerList, List<IFrame> frameList,
+            List<Map<Integer, String>> keyValueMap) throws HyracksDataException {
+        for (int i = 0; i < numRuns; i++) {
+            readerList.add(new TestFrameReader(pageSize, numFramesPerRun, minRecordSize, maxRecordSize));
+            frameList.add(new VSizeFrame(ctx, readerList.get(readerList.size() - 1).maxFrameSize));
+            keyValueMap.add(readerList.get(readerList.size() - 1).result);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/SortGroupbyTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/SortGroupbyTest.java
new file mode 100644
index 0000000..bcf661f
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/SortGroupbyTest.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.INormalizedKeyComputer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.io.GeneratedRunFileReader;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.dataflow.std.group.sort.ExternalSortGroupByRunGenerator;
+import org.apache.hyracks.dataflow.std.group.sort.ExternalSortGroupByRunMerger;
+import org.apache.hyracks.dataflow.std.sort.AbstractExternalSortRunMerger;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ISorter;
+
+public class SortGroupbyTest extends AbstractExternalGroupbyTest {
+    ExternalSortGroupByRunGenerator builder;
+
+    IOperatorNodePushable mergerOperator;
+
+    @Override
+    protected void initial(final IHyracksTaskContext ctx, int tableSize, final int numFrames)
+            throws HyracksDataException {
+        builder = new ExternalSortGroupByRunGenerator(ctx, keyFields, inRecordDesc, numFrames, keyFields,
+                normalizedKeyComputerFactory, comparatorFactories, partialAggrInState, outputRec, Algorithm.QUICK_SORT);
+
+        mergerOperator = new AbstractUnaryOutputSourceOperatorNodePushable() {
+            @Override
+            public void initialize() throws HyracksDataException {
+                List<GeneratedRunFileReader> runs = builder.getRuns();
+                ISorter sorter = builder.getSorter();
+                IBinaryComparator[] comparators = new IBinaryComparator[comparatorFactories.length];
+                for (int i = 0; i < comparatorFactories.length; ++i) {
+                    comparators[i] = comparatorFactories[i].createBinaryComparator();
+                }
+                INormalizedKeyComputer nmkComputer = normalizedKeyComputerFactory == null ? null
+                        : normalizedKeyComputerFactory.createNormalizedKeyComputer();
+                AbstractExternalSortRunMerger merger = new ExternalSortGroupByRunMerger(ctx, sorter, runs, keyFields,
+                        inRecordDesc, outputRec, outputRec, numFrames, writer, keyFields, nmkComputer, comparators,
+                        partialAggrInState, finalAggrInState, true);
+                merger.process();
+            }
+        };
+    }
+
+    @Override
+    protected IFrameWriter getBuilder() {
+        return builder;
+    }
+
+    @Override
+    protected IOperatorNodePushable getMerger() {
+        return mergerOperator;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/TopKRunGeneratorTest.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/TopKRunGeneratorTest.java
new file mode 100644
index 0000000..f621bf9
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/unit/TopKRunGeneratorTest.java
@@ -0,0 +1,215 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.unit;
+
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.ComparatorFactories;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.RecordDesc;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.SerDers;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.SortFields;
+import static org.apache.hyracks.tests.unit.AbstractRunGeneratorTest.assertFTADataIsSorted;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.TreeMap;
+
+import org.apache.hyracks.api.comm.FixedSizeFrame;
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.std.sort.AbstractSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.HeapSortRunGenerator;
+import org.apache.hyracks.dataflow.std.sort.HybridTopKSortRunGenerator;
+import org.junit.Test;
+
+public class TopKRunGeneratorTest {
+
+    static final int PAGE_SIZE = 512;
+    static final int NUM_PAGES = 80;
+    static final int SORT_FRAME_LIMIT = 4;
+
+    enum ORDER {
+        INORDER,
+        REVERSE
+    }
+
+    public class InMemorySortDataValidator implements IFrameWriter {
+
+        InMemorySortDataValidator(Map<Integer, String> answer) {
+            this.answer = answer;
+        }
+
+        Map<Integer, String> answer;
+        FrameTupleAccessor accessor;
+        int preKey = Integer.MIN_VALUE;
+
+        @Override
+        public void open() throws HyracksDataException {
+            accessor = new FrameTupleAccessor(RecordDesc);
+            preKey = Integer.MIN_VALUE;
+        }
+
+        @Override
+        public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+            accessor.reset(buffer);
+            preKey = assertFTADataIsSorted(accessor, answer, preKey);
+        }
+
+        @Override
+        public void fail() throws HyracksDataException {
+
+        }
+
+        @Override
+        public void close() throws HyracksDataException {
+            assertTrue(answer.isEmpty());
+        }
+
+        @Override
+        public void flush() throws HyracksDataException {
+        }
+    }
+
+    @Test
+    public void testReverseOrderedDataShouldNotGenerateAnyRuns() throws HyracksDataException {
+        int topK = 1;
+        IHyracksTaskContext ctx = AbstractRunGeneratorTest.testUtils.create(PAGE_SIZE);
+        HeapSortRunGenerator sorter = new HeapSortRunGenerator(ctx, SORT_FRAME_LIMIT, topK, SortFields, null,
+                ComparatorFactories, RecordDesc);
+
+        testInMemoryOnly(ctx, topK, ORDER.REVERSE, sorter);
+    }
+
+    @Test
+    public void testAlreadySortedDataShouldNotGenerateAnyRuns() throws HyracksDataException {
+        int topK = SORT_FRAME_LIMIT;
+        IHyracksTaskContext ctx = AbstractRunGeneratorTest.testUtils.create(PAGE_SIZE);
+        HeapSortRunGenerator sorter = new HeapSortRunGenerator(ctx, SORT_FRAME_LIMIT, topK, SortFields, null,
+                ComparatorFactories, RecordDesc);
+
+        testInMemoryOnly(ctx, topK, ORDER.INORDER, sorter);
+    }
+
+    @Test
+    public void testHybridTopKShouldNotGenerateAnyRuns() throws HyracksDataException {
+        int topK = 1;
+        IHyracksTaskContext ctx = AbstractRunGeneratorTest.testUtils.create(PAGE_SIZE);
+        AbstractSortRunGenerator sorter = new HybridTopKSortRunGenerator(ctx, SORT_FRAME_LIMIT, topK, SortFields, null,
+                ComparatorFactories, RecordDesc);
+
+        testInMemoryOnly(ctx, topK, ORDER.REVERSE, sorter);
+    }
+
+    @Test
+    public void testHybridTopKShouldSwitchToFrameSorterWhenFlushed() {
+        int topK = 1;
+        IHyracksTaskContext ctx = AbstractRunGeneratorTest.testUtils.create(PAGE_SIZE);
+        AbstractSortRunGenerator sorter = new HybridTopKSortRunGenerator(ctx, SORT_FRAME_LIMIT, topK, SortFields, null,
+                ComparatorFactories, RecordDesc);
+
+    }
+
+    private void testInMemoryOnly(IHyracksTaskContext ctx, int topK, ORDER order, AbstractSortRunGenerator sorter)
+            throws HyracksDataException {
+        Map<Integer, String> keyValuePair = null;
+        switch (order) {
+            case INORDER:
+                keyValuePair = new TreeMap<>();
+                break;
+            case REVERSE:
+                keyValuePair = new TreeMap<>(Collections.reverseOrder());
+                break;
+        }
+
+        List<IFrame> frameList = new ArrayList<>();
+        int minDataSize = PAGE_SIZE * NUM_PAGES * 4 / 5;
+        int minRecordSize = 16;
+        int maxRecordSize = 64;
+
+        AbstractRunGeneratorTest.prepareData(ctx, frameList, minDataSize, minRecordSize, maxRecordSize, null,
+                keyValuePair);
+
+        assert topK > 0;
+
+        ByteBuffer buffer = prepareSortedData(keyValuePair);
+
+        Map<Integer, String> topKAnswer = getTopKAnswer(keyValuePair, topK);
+
+        doSort(sorter, buffer);
+
+        assertEquals(0, sorter.getRuns().size());
+        validateResult(sorter, topKAnswer);
+    }
+
+    private void validateResult(AbstractSortRunGenerator sorter, Map<Integer, String> topKAnswer)
+            throws HyracksDataException {
+
+        InMemorySortDataValidator validator = new InMemorySortDataValidator(topKAnswer);
+        validator.open();
+        sorter.getSorter().flush(validator);
+        validator.close();
+    }
+
+    private void doSort(AbstractSortRunGenerator sorter, ByteBuffer buffer) throws HyracksDataException {
+
+        sorter.open();
+        sorter.nextFrame(buffer);
+        sorter.close();
+    }
+
+    private Map<Integer, String> getTopKAnswer(Map<Integer, String> keyValuePair, int topK) {
+
+        TreeMap<Integer, String> copy = new TreeMap<>(keyValuePair);
+
+        Map<Integer, String> answer = new TreeMap<>();
+        for (Map.Entry<Integer, String> entry : copy.entrySet()) {
+            if (answer.size() < topK) {
+                answer.put(entry.getKey(), entry.getValue());
+            } else {
+                break;
+            }
+        }
+        return answer;
+    }
+
+    private ByteBuffer prepareSortedData(Map<Integer, String> keyValuePair) throws HyracksDataException {
+        ByteBuffer buffer = ByteBuffer.allocate(PAGE_SIZE * NUM_PAGES);
+        IFrame inputFrame = new FixedSizeFrame(buffer);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        appender.reset(inputFrame, true);
+        ArrayTupleBuilder builder = new ArrayTupleBuilder(RecordDesc.getFieldCount());
+
+        for (Map.Entry<Integer, String> entry : keyValuePair.entrySet()) {
+            builder.reset();
+            builder.addField(SerDers[0], entry.getKey());
+            builder.addField(SerDers[1], entry.getValue());
+            appender.append(builder.getFieldEndOffsets(), builder.getByteArray(), 0, builder.getSize());
+        }
+        return buffer;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/InputFrameGenerator.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/InputFrameGenerator.java
new file mode 100644
index 0000000..d37bfd9
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/InputFrameGenerator.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.util;
+
+import java.io.ByteArrayOutputStream;
+import java.io.DataOutputStream;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+import org.apache.hyracks.dataflow.common.comm.io.FrameFixedFieldAppender;
+
+public class InputFrameGenerator {
+
+    protected final FrameManager manager;
+
+    public InputFrameGenerator(int initialFrameSize) {
+        manager = new FrameManager(initialFrameSize);
+    }
+
+    public List<IFrame> generateDataFrame(RecordDescriptor recordDescriptor, List<Object[]> listOfObject)
+            throws HyracksDataException {
+        List<IFrame> listFrame = new ArrayList<>();
+        VSizeFrame frame = new VSizeFrame(manager);
+        FrameFixedFieldAppender appender = new FrameFixedFieldAppender(recordDescriptor.getFieldCount());
+        appender.reset(frame, true);
+
+        ByteArrayOutputStream baos = new ByteArrayOutputStream(manager.getInitialFrameSize());
+        DataOutputStream ds = new DataOutputStream(baos);
+        for (Object[] objs : listOfObject) {
+            for (int i = 0; i < recordDescriptor.getFieldCount(); i++) {
+                baos.reset();
+                recordDescriptor.getFields()[i].serialize(objs[i], ds);
+                if (!appender.appendField(baos.toByteArray(), 0, baos.size())) {
+                    listFrame.add(frame);
+                    frame = new VSizeFrame(manager);
+                    appender.resetWithLeftOverData(frame);
+                    if (!appender.appendField(baos.toByteArray(), 0, baos.size())) {
+                        throw new HyracksDataException("Should never happen!");
+                    }
+                }
+            }
+        }
+        listFrame.add(frame);
+        return listFrame;
+    }
+
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/MultiThreadTaskEmulator.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/MultiThreadTaskEmulator.java
new file mode 100644
index 0000000..022d3a2
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/MultiThreadTaskEmulator.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.util;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Semaphore;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameWriter;
+
+public class MultiThreadTaskEmulator {
+
+    private ExecutorService executor;
+
+    public MultiThreadTaskEmulator() {
+        this.executor = Executors.newCachedThreadPool((r) -> {
+            Thread t = new Thread(r);
+            t.setDaemon(true);
+            return t;
+        });
+    }
+
+    public void runInParallel(final IFrameWriter[] writers, final List<IFrame>[] inputFrames) throws Exception {
+        final Semaphore sem = new Semaphore(writers.length - 1);
+        List<Exception> exceptions = Collections.synchronizedList(new ArrayList<>());
+        for (int i = 1; i < writers.length; i++) {
+            sem.acquire();
+            final IFrameWriter writer = writers[i];
+            final List<IFrame> inputFrame = inputFrames[i];
+            executor.execute(() -> {
+                executeOneWriter(writer, inputFrame, exceptions);
+                sem.release();
+            });
+        }
+
+        final IFrameWriter writer = writers[0];
+        final List<IFrame> inputFrame = inputFrames[0];
+        executeOneWriter(writer, inputFrame, exceptions);
+        sem.acquire(writers.length - 1);
+
+        for (int i = 0; i < exceptions.size(); i++) {
+            exceptions.get(i).printStackTrace();
+            if (i == exceptions.size() - 1) {
+                throw exceptions.get(i);
+            }
+        }
+    }
+
+    private void executeOneWriter(IFrameWriter writer, List<IFrame> inputFrame, List<Exception> exceptions) {
+        try {
+            try {
+                writer.open();
+                for (IFrame frame : inputFrame) {
+                    writer.nextFrame(frame.getBuffer());
+                }
+            } catch (Exception ex) {
+                writer.fail();
+                throw ex;
+            } finally {
+                writer.close();
+            }
+        } catch (Exception e) {
+            exceptions.add(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/NoopNullWriterFactory.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/NoopNullWriterFactory.java
new file mode 100644
index 0000000..e86d3ff
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/NoopNullWriterFactory.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.util;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class NoopNullWriterFactory implements INullWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static final NoopNullWriterFactory INSTANCE = new NoopNullWriterFactory();
+
+    private NoopNullWriterFactory() {
+    }
+
+    @Override
+    public INullWriter createNullWriter() {
+        return new INullWriter() {
+            @Override
+            public void writeNull(DataOutput out) throws HyracksDataException {
+                try {
+                    out.writeShort(0);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/OutputFrameVerifier.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/OutputFrameVerifier.java
new file mode 100644
index 0000000..77b6913
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/OutputFrameVerifier.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.tests.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInputStream;
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+
+public class OutputFrameVerifier implements IFrameWriter {
+
+    private final RecordDescriptor inputRecordDescriptor;
+    private final List<Object[]> answerList;
+    private final FrameTupleAccessor frameAccessor;
+    private int offset;
+    private boolean failed;
+
+    public OutputFrameVerifier(RecordDescriptor inputRecordDescriptor, List<Object[]> answerList) {
+        this.inputRecordDescriptor = inputRecordDescriptor;
+        this.frameAccessor = new FrameTupleAccessor(inputRecordDescriptor);
+        this.answerList = answerList;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        this.offset = 0;
+        this.failed = false;
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        frameAccessor.reset(buffer);
+        for (int tid = 0; tid < frameAccessor.getTupleCount(); tid++) {
+            Object[] objects = new Object[inputRecordDescriptor.getFieldCount()];
+            for (int fid = 0; fid < inputRecordDescriptor.getFieldCount(); fid++) {
+                ByteArrayInputStream bais = new ByteArrayInputStream(frameAccessor.getBuffer().array(),
+                        frameAccessor.getAbsoluteFieldStartOffset(tid, fid),
+                        frameAccessor.getFieldLength(tid, fid));
+                DataInputStream dis = new DataInputStream(bais);
+                objects[fid] = inputRecordDescriptor.getFields()[fid].deserialize(dis);
+            }
+            if (offset >= answerList.size()) {
+                throw new HyracksDataException(
+                        "The number of given results is more than expected size:" + answerList.size());
+            }
+            Object[] expected = answerList.get(offset);
+            for (int i = 0; i < expected.length; i++) {
+                if (!expected[i].equals(objects[i])) {
+                    throw new HyracksDataException(
+                            "The result object: " + objects[i] + " is different from the expected one:" + expected[i]);
+                }
+            }
+            offset++;
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        this.failed = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (offset < answerList.size()) {
+            throw new HyracksDataException(
+                    "The number of given results:" + offset + " is less than expected size:" + answerList.size());
+        }
+    }
+
+    public boolean isFailed() {
+        return failed;
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/ResultSerializerFactoryProvider.java b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/ResultSerializerFactoryProvider.java
new file mode 100644
index 0000000..8638242
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-integration-tests/src/test/java/org/apache/hyracks/tests/util/ResultSerializerFactoryProvider.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.tests.util;
+
+import java.io.DataInputStream;
+import java.io.PrintStream;
+import java.io.Serializable;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.IResultSerializer;
+import org.apache.hyracks.api.dataflow.value.IResultSerializerFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.util.ByteBufferInputStream;
+
+public class ResultSerializerFactoryProvider implements Serializable {
+    private static final long serialVersionUID = 1L;
+
+    public static final ResultSerializerFactoryProvider INSTANCE = new ResultSerializerFactoryProvider();
+
+    private ResultSerializerFactoryProvider() {
+    }
+
+    public IResultSerializerFactory getResultSerializerFactoryProvider() {
+        return new IResultSerializerFactory() {
+            private static final long serialVersionUID = 1L;
+
+            @Override
+            public IResultSerializer createResultSerializer(final RecordDescriptor recordDesc,
+                    final PrintStream printStream) {
+                return new IResultSerializer() {
+                    private static final long serialVersionUID = 1L;
+
+                    ByteBufferInputStream bbis = new ByteBufferInputStream();
+                    DataInputStream di = new DataInputStream(bbis);
+
+                    @Override
+                    public void init() throws HyracksDataException {
+
+                    }
+
+                    @Override
+                    public boolean appendTuple(IFrameTupleAccessor tAccess, int tIdx) throws HyracksDataException {
+                        int start = tAccess.getTupleStartOffset(tIdx) + tAccess.getFieldSlotsLength();
+
+                        bbis.setByteBuffer(tAccess.getBuffer(), start);
+
+                        Object[] record = new Object[recordDesc.getFieldCount()];
+                        for (int i = 0; i < record.length; ++i) {
+                            Object instance = recordDesc.getFields()[i].deserialize(di);
+                            if (i == 0) {
+                                printStream.print(String.valueOf(instance));
+                            } else {
+                                printStream.print(", " + String.valueOf(instance));
+                            }
+                        }
+                        printStream.println();
+                        return true;
+                    }
+                };
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml b/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml
new file mode 100644
index 0000000..62fde55
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-shutdown-test/pom.xml
@@ -0,0 +1,188 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.text</groupId>
+  <artifactId>hyracks-shutdown-test</artifactId>
+  <name>hyracks-shutdown-test</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-examples</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+
+      <plugin>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+        <configuration>
+          <hyracksServerHome>${basedir}/target/hyracks-shutdown-test-${project.version}-binary-assembly</hyracksServerHome>
+          <jvmOptions>${jvm.extraargs}</jvmOptions>
+        </configuration>
+        <executions>
+          <execution>
+            <id>hyracks-cc-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-cc</goal>
+            </goals>
+          </execution>
+          <execution>
+            <id>hyracks-nc1-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC1</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>hyracks-nc2-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC2</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>stop-services</id>
+            <phase>post-integration-test</phase>
+            <goals>
+              <goal>stop-services</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-failsafe-plugin</artifactId>
+      <version>2.8.1</version>
+      <executions>
+        <execution>
+          <id>it</id>
+          <phase>integration-test</phase>
+          <goals>
+            <goal>integration-test</goal>
+          </goals>
+        </execution>
+      </executions>
+      </plugin>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>texthelper</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-cc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-nc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>textclient</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..53b17d2
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+     <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+     <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+ </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/LICENSE b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/LICENSE
new file mode 100644
index 0000000..644bea1
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/LICENSE
@@ -0,0 +1,707 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+   ASTERIXDB COMPONENTS:
+
+   AsterixDB includes a number of subcomponents with separate copyright
+   notices and license terms. Your use of the source code for these
+   subcomponents is subject to the terms and condition of the following
+   licenses.
+
+   Components under Apache License 2.0 are as follows:
+
+     - HttpClient (http://hc.apache.org/httpcomponents-client)
+       lib/httpclient-4.3.jar
+     - HttpCore (http://hc.apache.org/httpcomponents-core-ga)
+       lib/httpcore-4.3.jar
+     - Jetty :: Continuation (http://www.eclipse.org/jetty/jetty-continuation)
+       lib/jetty-continuation-8.0.0.RC0.jar
+     - Jetty :: Http Utility (http://www.eclipse.org/jetty/jetty-http)
+       lib/jetty-http-8.0.0.RC0.jar
+     - Jetty :: IO Utility (http://www.eclipse.org/jetty/jetty-io)
+       lib/jetty-io-8.0.0.RC0.jar
+     - Jetty :: Security (http://www.eclipse.org/jetty/jetty-security)
+       lib/jetty-security-8.0.0.RC0.jar
+     - Jetty :: Server Core (http://www.eclipse.org/jetty)
+       lib/jetty-server-8.0.0.RC0.jar
+     - Jetty :: Servlet Handling (http://www.eclipse.org/jetty/jetty-servlet)
+       lib/jetty-servlet-8.0.0.RC0.jar
+     - Jetty :: Utilities (http://www.eclipse.org/jetty/jetty-util)
+       lib/jetty-util-8.0.0.RC0.jar
+     - Jetty :: Webapp Application Support (http://www.eclipse.org/jetty/jetty-webapp)
+       lib/jetty-webapp-8.0.0.RC0.jar
+     - Jetty :: XML utilities (http://www.eclipse.org/jetty/jetty-xml)
+       lib/jetty-xml-8.0.0.RC0.jar
+     - Servlet API (http://www.eclipse.org/jetty/jetty-parent/servlet-api)
+       lib/servlet-api-3.0.20100224.jar
+     - Wicket Core (http://wicket.apache.org/wicket-core/wicket-core)
+       lib/wicket-core-1.5.2.jar
+     - Wicket Request (http://maven.apache.org)
+       lib/wicket-request-1.5.2.jar
+     - Wicket Util (http://maven.apache.org)
+       lib/wicket-util-1.5.2.jar
+     - Apache Commons Codec (http://commons.apache.org/codec/commons-codec)
+       lib/commons-codec-1.4.jar
+     - Commons IO (http://commons.apache.org/io/)
+       lib/commons-io-2.4.jar
+     - Apache Commons Logging (http://commons.apache.org/logging)
+       lib/commons-logging-1.1.1.jar
+     - Commons Lang (http://commons.apache.org/lang/)
+       lib/commons-lang3-3.1.jar
+
+   ===
+
+   Component(s):
+   - Java Servlet API (http://servlet-spec.java.net)
+     lib/javax.servlet-3.0.20100224.jar
+
+
+   are available under the CDDL 1.0
+   --
+      COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+
+      1. Definitions.
+
+      1.1. “Contributor” means each individual or entity that creates or contributes to the creation of Modifications.
+
+      1.2. “Contributor Version” means the combination of the Original Software, prior Modifications used by a Contributor (if any), and the Modifications made by that particular Contributor.
+
+      1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, or (c) the combination of files containing Original Software with files containing Modifications, in each case including portions thereof.
+
+      1.4. “Executable” means the Covered Software in any form other than Source Code.
+
+      1.5. “Initial Developer” means the individual or entity that first makes Original Software available under this License.
+
+      1.6. “Larger Work” means a work which combines Covered Software or portions thereof with code not governed by the terms of this License.
+
+      1.7. “License” means this document.
+
+      1.8. “Licensable” means having the right to grant, to the maximum extent possible, whether at the time of the initial grant or subsequently acquired, any and all of the rights conveyed herein.
+
+      1.9. “Modifications” means the Source Code and Executable form of any of the following:
+
+      A. Any file that results from an addition to, deletion from or modification of the contents of a file containing Original Software or previous Modifications;
+
+      B. Any new file that contains any part of the Original Software or previous Modification; or
+
+      C. Any new file that is contributed or otherwise made available under the terms of this License.
+
+      1.10. “Original Software” means the Source Code and Executable form of computer software code that is originally released under this License.
+
+      1.11. “Patent Claims” means any patent claim(s), now owned or hereafter acquired, including without limitation, method, process, and apparatus claims, in any patent Licensable by grantor.
+
+      1.12. “Source Code” means (a) the common form of computer software code in which modifications are made and (b) associated documentation included in or with such code.
+
+      1.13. “You” (or “Your”) means an individual or a legal entity exercising rights under, and complying with all of the terms of, this License. For legal entities, “You” includes any entity which controls, is controlled by, or is under common control with You. For purposes of this definition, “control” means (a) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (b) ownership of more than fifty percent (50%) of the outstanding shares or beneficial ownership of such entity.
+
+      2. License Grants.
+
+      2.1. The Initial Developer Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, the Initial Developer hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Initial Developer, to use, reproduce, modify, display, perform, sublicense and distribute the Original Software (or portions thereof), with or without Modifications, and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using or selling of Original Software, to make, have made, use, practice, sell, and offer for sale, and/or otherwise dispose of the Original Software (or portions thereof).
+
+      (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date Initial Developer first distributes or otherwise makes the Original Software available to a third party under the terms of this License.
+
+      (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) for code that You delete from the Original Software, or (2) for infringements caused by: (i) the modification of the Original Software, or (ii) the combination of the Original Software with other software or devices.
+
+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.11.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+      1. DEFINITIONS
+
+      "Contribution" means:
+
+      a) in the case of the initial Contributor, the initial code and
+      documentation distributed under this Agreement, and
+
+      b) in the case of each subsequent Contributor:
+
+      i) changes to the Program, and
+
+      ii) additions to the Program;
+
+      where such changes and/or additions to the Program originate from and are
+      distributed by that particular Contributor. A Contribution 'originates' from a
+      Contributor if it was added to the Program by such Contributor itself or anyone
+      acting on such Contributor's behalf. Contributions do not include additions to
+      the Program which: (i) are separate modules of software distributed in
+      conjunction with the Program under their own license agreement, and (ii) are not
+      derivative works of the Program.
+
+      "Contributor" means any person or entity that distributes the Program.
+
+      "Licensed Patents " mean patent claims licensable by a Contributor which are
+      necessarily infringed by the use or sale of its Contribution alone or when
+      combined with the Program.
+
+      "Program" means the Contributions distributed in accordance with this Agreement.
+
+      "Recipient" means anyone who receives the Program under this Agreement,
+      including all Contributors.
+
+      2. GRANT OF RIGHTS
+
+      a) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free copyright license to
+      reproduce, prepare derivative works of, publicly display, publicly perform,
+      distribute and sublicense the Contribution of such Contributor, if any, and such
+      derivative works, in source code and object code form.
+
+      b) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+      Patents to make, use, sell, offer to sell, import and otherwise transfer the
+      Contribution of such Contributor, if any, in source code and object code form.
+      This patent license shall apply to the combination of the Contribution and the
+      Program if, at the time the Contribution is added by the Contributor, such
+      addition of the Contribution causes such combination to be covered by the
+      Licensed Patents. The patent license shall not apply to any other combinations
+      which include the Contribution. No hardware per se is licensed hereunder.
+
+      c) Recipient understands that although each Contributor grants the licenses
+      to its Contributions set forth herein, no assurances are provided by any
+      Contributor that the Program does not infringe the patent or other intellectual
+      property rights of any other entity. Each Contributor disclaims any liability to
+      Recipient for claims brought by any other entity based on infringement of
+      intellectual property rights or otherwise. As a condition to exercising the
+      rights and licenses granted hereunder, each Recipient hereby assumes sole
+      responsibility to secure any other intellectual property rights needed, if any.
+      For example, if a third party patent license is required to allow Recipient to
+      distribute the Program, it is Recipient's responsibility to acquire that license
+      before distributing the Program.
+
+      d) Each Contributor represents that to its knowledge it has sufficient
+      copyright rights in its Contribution, if any, to grant the copyright license set
+      forth in this Agreement.
+
+      3. REQUIREMENTS
+
+      A Contributor may choose to distribute the Program in object code form under its
+      own license agreement, provided that:
+
+      a) it complies with the terms and conditions of this Agreement; and
+
+      b) its license agreement:
+
+      i) effectively disclaims on behalf of all Contributors all warranties and
+      conditions, express and implied, including warranties or conditions of title and
+      non-infringement, and implied warranties or conditions of merchantability and
+      fitness for a particular purpose;
+
+      ii) effectively excludes on behalf of all Contributors all liability for
+      damages, including direct, indirect, special, incidental and consequential
+      damages, such as lost profits;
+
+      iii) states that any provisions which differ from this Agreement are offered
+      by that Contributor alone and not by any other party; and
+
+      iv) states that source code for the Program is available from such
+      Contributor, and informs licensees how to obtain it in a reasonable manner on or
+      through a medium customarily used for software exchange.
+
+      When the Program is made available in source code form:
+
+      a) it must be made available under this Agreement; and
+
+      b) a copy of this Agreement must be included with each copy of the Program.
+
+      Contributors may not remove or alter any copyright notices contained within the
+      Program.
+
+      Each Contributor must identify itself as the originator of its Contribution, if
+      any, in a manner that reasonably allows subsequent Recipients to identify the
+      originator of the Contribution.
+
+      4. COMMERCIAL DISTRIBUTION
+
+      Commercial distributors of software may accept certain responsibilities with
+      respect to end users, business partners and the like. While this license is
+      intended to facilitate the commercial use of the Program, the Contributor who
+      includes the Program in a commercial product offering should do so in a manner
+      which does not create potential liability for other Contributors. Therefore, if
+      a Contributor includes the Program in a commercial product offering, such
+      Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+      every other Contributor ("Indemnified Contributor") against any losses, damages
+      and costs (collectively "Losses") arising from claims, lawsuits and other legal
+      actions brought by a third party against the Indemnified Contributor to the
+      extent caused by the acts or omissions of such Commercial Contributor in
+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
diff --git a/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/NOTICE b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/NOTICE
new file mode 100644
index 0000000..791d0ba
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-shutdown-test/src/main/licenses/NOTICE
@@ -0,0 +1,121 @@
+Apache AsterixDB
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/hyracks-api-0.2.17-incubating.jar
+
+    hyracks-api
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-comm-0.2.17-incubating.jar
+
+    hyracks-comm
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-control-cc-0.2.17-incubating.jar
+
+    hyracks-control-cc
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-control-common-0.2.17-incubating.jar
+
+    hyracks-control-common
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-control-nc-0.2.17-incubating.jar
+
+    hyracks-control-nc
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-control-cc-0.2.17-incubating.jar
+
+    hyracks-control-cc
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-ipc-0.2.17-incubating.jar
+
+    hyracks-ipc
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-net-0.2.17-incubating.jar
+
+    hyracks-net
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-dataflow-common-0.2.17-incubating.jar
+
+    hyracks-dataflow-common
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-dataflow-std-0.2.17-incubating.jar
+
+    hyracks-dataflow-std
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-storage-am-btree-0.2.17-incubating.jar
+
+    hyracks-storage-am-btree
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-storage-am-common-0.2.17-incubating.jar
+
+    hyracks-storage-am-common
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-storage-common-0.2.17-incubating.jar
+
+    hyracks-storage-common
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-data-std-0.2.17-incubating.jar
+
+    hyracks-data-std
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/hyracks-util-0.2.17-incubating.jar
+
+    hyracks-util
+    Copyright 2016 The Apache Software Foundation
+
+ - lib/wicket-core-1.5.2.jar
+   Apache Wicket
+   Copyright 2006-2011 Apache Software Foundation
+
+   This product includes software from QOS.ch (http://slf4j.org) licensed under the X11 license
+   Copyright (c) 2004-2008 QOS.ch
+
+   Contains Diff library from Mavens JRCS, released under
+   The Apache Software License, Version 1.1.
+   (c) 1999-2003
+
+   org.apache.wicket.markup.html.form.upload.MultiFileUploadField.js is taken from [1]
+   and has the following notice:
+      "Licence:
+       Use this however/wherever you like, just don't blame me if it breaks
+       anything.
+
+       Credit:
+       If you're nice, you'll leave this bit:
+
+       Class by Stickman -- http://www.the-stickman.com
+       with thanks to:
+       [for Safari fixes]
+          Luis Torrefranca -- http://www.law.pitt.edu
+          and
+          Shawn Parker & John Pennypacker -- http://www.fuzzycoconut.com
+       [for duplicate name bug]
+          'neal'"
+   [1]: http://the-stickman.com/web-development/javascript/upload-multiple-files-with-a-single-file-element/
+ - lib/wicket-request-1.5.2.jar
+
+    Wicket Request
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/wicket-util-1.5.2.jar
+
+    Wicket Util
+    Copyright 2006-2011 Apache Software Foundation
diff --git a/hyracks/hyracks-examples/hyracks-shutdown-test/src/test/java/org/apache/hyracks/examples/shutdown/test/ClusterShutdownIT.java b/hyracks/hyracks-examples/hyracks-shutdown-test/src/test/java/org/apache/hyracks/examples/shutdown/test/ClusterShutdownIT.java
new file mode 100644
index 0000000..97f5a64
--- /dev/null
+++ b/hyracks/hyracks-examples/hyracks-shutdown-test/src/test/java/org/apache/hyracks/examples/shutdown/test/ClusterShutdownIT.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.shutdown.test;
+
+import java.net.ServerSocket;
+import java.util.logging.Logger;
+
+import org.junit.Rule;
+import org.junit.Test;
+import org.junit.rules.ExpectedException;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class ClusterShutdownIT {
+    private static Logger LOGGER = Logger.getLogger(ClusterShutdownIT.class.getName());
+    @Rule
+    public ExpectedException closeTwice = ExpectedException.none();
+    @Test
+    public void runShutdown() throws Exception {
+        IHyracksClientConnection hcc = new HyracksConnection("localhost", 1098);
+        hcc.stopCluster();
+        //what happens here...
+        closeTwice.expect(IPCException.class);
+        closeTwice.expectMessage("Cannot send on a closed handle");
+        hcc.stopCluster();
+        ServerSocket c = null;
+        ServerSocket s = null;
+        try {
+            c = new ServerSocket(1098);
+            //we should be able to bind to this
+            s = new ServerSocket(1099);
+            //and we should be able to bind to this too
+        } catch (Exception e) {
+            LOGGER.severe(e.getMessage());
+            throw e;
+        } finally {
+            s.close();
+            c.close();
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-examples/pom.xml b/hyracks/hyracks-examples/pom.xml
new file mode 100644
index 0000000..d69d01c
--- /dev/null
+++ b/hyracks/hyracks-examples/pom.xml
@@ -0,0 +1,53 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-examples</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-examples</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>tpch-example</module>
+    <module>text-example</module>
+    <module>btree-example</module>
+    <module>hyracks-integration-tests</module>
+    <!--module>hadoop-compat-example</module-->
+    <module>hyracks-shutdown-test</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/pom.xml b/hyracks/hyracks-examples/text-example/pom.xml
new file mode 100644
index 0000000..82450e1
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/pom.xml
@@ -0,0 +1,41 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>text-example</artifactId>
+  <packaging>pom</packaging>
+  <name>text-example</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-examples</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>texthelper</module>
+    <module>textclient</module>
+    <module>textserver</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/textclient/pom.xml b/hyracks/hyracks-examples/text-example/textclient/pom.xml
new file mode 100644
index 0000000..f7b796e
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textclient/pom.xml
@@ -0,0 +1,85 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>textclient</artifactId>
+  <name>textclient</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>text-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>texthelper</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+          <id>textclient</id>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.examples.text.client.WordCountMain</mainClass>
+                  <name>textclient</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+       </executions>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/text-example/textclient/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..5d1a191
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,54 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+    <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/java/org/apache/hyracks/examples/text/client/WordCountMain.java b/hyracks/hyracks-examples/text-example/textclient/src/main/java/org/apache/hyracks/examples/text/client/WordCountMain.java
new file mode 100644
index 0000000..22a571f
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/java/org/apache/hyracks/examples/text/client/WordCountMain.java
@@ -0,0 +1,217 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.text.client;
+
+import java.io.File;
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.FrameFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.FloatSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.preclustered.PreclusteredGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.InMemorySortOperatorDescriptor;
+import org.apache.hyracks.examples.text.WordTupleParserFactory;
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+public class WordCountMain {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-infile-splits", usage = "Comma separated list of file-splits for the input. A file-split is <node-name>:<path>", required = true)
+        public String inFileSplits;
+
+        @Option(name = "-outfile-splits", usage = "Comma separated list of file-splits for the output", required = true)
+        public String outFileSplits;
+
+        @Option(name = "-algo", usage = "Use Hash based grouping", required = true)
+        public String algo;
+
+        @Option(name = "-format", usage = "Specify output format: binary/text (default: text)", required = false)
+        public String format = "text";
+
+        @Option(name = "-hashtable-size", usage = "Hash table size (default: 8191)", required = false)
+        public int htSize = 8191;
+
+        @Option(name = "-frame-limit", usage = "Memory limit in frames (default:4)", required = false)
+        public int memFrameLimit = 10;
+
+        @Option(name = "-runtime-profiling", usage = "Indicates if runtime profiling should be enabled. (default: false)")
+        public boolean runtimeProfiling = false;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    private static long fileSize = 0;
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(parseFileSplits(options.inFileSplits), parseFileSplits(options.outFileSplits),
+                options.algo, options.htSize, options.memFrameLimit, options.format, options.frameSize);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job,
+                options.runtimeProfiling ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static FileSplit[] parseFileSplits(String fileSplits) {
+        String[] splits = fileSplits.split(",");
+        FileSplit[] fSplits = new FileSplit[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            String s = splits[i].trim();
+            int idx = s.indexOf(':');
+            if (idx < 0) {
+                throw new IllegalArgumentException("File split " + s + " not well formed");
+            }
+            File file = new File(s.substring(idx + 1));
+            fSplits[i] = new FileSplit(s.substring(0, idx), new FileReference(file));
+            fileSize += file.length();
+        }
+        return fSplits;
+    }
+
+    private static JobSpecification createJob(FileSplit[] inSplits, FileSplit[] outSplits, String algo, int htSize,
+            int frameLimit, String format, int frameSize) {
+        JobSpecification spec = new JobSpecification(frameSize);
+
+        IFileSplitProvider splitsProvider = new ConstantFileSplitProvider(inSplits);
+        RecordDescriptor wordDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        FileScanOperatorDescriptor wordScanner = new FileScanOperatorDescriptor(spec, splitsProvider,
+                new WordTupleParserFactory(), wordDesc);
+        createPartitionConstraint(spec, wordScanner, inSplits);
+
+        RecordDescriptor groupResultDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+
+        IOperatorDescriptor gBy;
+        int[] keys = new int[] { 0 };
+        if ("hash".equalsIgnoreCase(algo)) {
+            gBy = new ExternalGroupOperatorDescriptor(spec, htSize, fileSize, keys, frameLimit,
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    new UTF8StringNormalizedKeyComputerFactory(),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false),
+                            new FloatSumFieldAggregatorFactory(5, false) }),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                            new FloatSumFieldAggregatorFactory(3, false) }),
+                    groupResultDesc, groupResultDesc, new HashSpillableTableFactory(
+                            new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+            createPartitionConstraint(spec, gBy, outSplits);
+            IConnectorDescriptor scanGroupConn = new MToNPartitioningConnectorDescriptor(spec,
+                    new FieldHashPartitionComputerFactory(keys, new IBinaryHashFunctionFactory[] {
+                            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+            spec.connect(scanGroupConn, wordScanner, 0, gBy, 0);
+        } else {
+            IBinaryComparatorFactory[] cfs = new IBinaryComparatorFactory[] {
+                    PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) };
+            IOperatorDescriptor sorter = "memsort".equalsIgnoreCase(algo)
+                    ? new InMemorySortOperatorDescriptor(spec, keys, new UTF8StringNormalizedKeyComputerFactory(), cfs,
+                            wordDesc)
+                    : new ExternalSortOperatorDescriptor(spec, frameLimit, keys,
+                            new UTF8StringNormalizedKeyComputerFactory(), cfs, wordDesc);
+            createPartitionConstraint(spec, sorter, outSplits);
+
+            IConnectorDescriptor scanSortConn = new MToNPartitioningConnectorDescriptor(spec,
+                    new FieldHashPartitionComputerFactory(keys, new IBinaryHashFunctionFactory[] {
+                            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+            spec.connect(scanSortConn, wordScanner, 0, sorter, 0);
+
+            gBy = new PreclusteredGroupOperatorDescriptor(spec, keys,
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    new MultiFieldsAggregatorFactory(
+                            new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }),
+                    groupResultDesc);
+            createPartitionConstraint(spec, gBy, outSplits);
+            OneToOneConnectorDescriptor sortGroupConn = new OneToOneConnectorDescriptor(spec);
+            spec.connect(sortGroupConn, sorter, 0, gBy, 0);
+        }
+
+        IFileSplitProvider outSplitProvider = new ConstantFileSplitProvider(outSplits);
+        IOperatorDescriptor writer = "text".equalsIgnoreCase(format)
+                ? new PlainFileWriterOperatorDescriptor(spec, outSplitProvider, ",")
+                : new FrameFileWriterOperatorDescriptor(spec, outSplitProvider);
+        createPartitionConstraint(spec, writer, outSplits);
+
+        IConnectorDescriptor gbyPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(gbyPrinterConn, gBy, 0, writer, 0);
+
+        spec.addRoot(writer);
+        return spec;
+    }
+
+    private static void createPartitionConstraint(JobSpecification spec, IOperatorDescriptor op, FileSplit[] splits) {
+        String[] parts = new String[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            parts[i] = splits[i].getNodeName();
+        }
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, op, parts);
+    }
+}
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/LICENSE b/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/LICENSE
new file mode 100644
index 0000000..e9199d8
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/LICENSE
@@ -0,0 +1,490 @@
+
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+      actions brought by a third party against the Indemnified Contributor to the
+      extent caused by the acts or omissions of such Commercial Contributor in
+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
diff --git a/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/NOTICE b/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/NOTICE
new file mode 100644
index 0000000..8b7be01
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textclient/src/main/licenses/NOTICE
@@ -0,0 +1,27 @@
+Apache AsterixDB Hyracks Text Client Example
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
diff --git a/hyracks/hyracks-examples/text-example/texthelper/pom.xml b/hyracks/hyracks-examples/text-example/texthelper/pom.xml
new file mode 100644
index 0000000..a3cab26
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/texthelper/pom.xml
@@ -0,0 +1,65 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>texthelper</artifactId>
+  <name>texthelper</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>text-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-data-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  	</dependency>
+  </dependencies>
+  <build>
+    <plugins>
+      <plugin>
+          <groupId>org.apache.maven.plugins</groupId>
+          <artifactId>maven-deploy-plugin</artifactId>
+          <configuration>
+              <skip>true</skip>
+          </configuration>
+      </plugin>
+    </plugins>
+  </build>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/texthelper/src/main/java/org/apache/hyracks/examples/text/WordTupleParserFactory.java b/hyracks/hyracks-examples/text-example/texthelper/src/main/java/org/apache/hyracks/examples/text/WordTupleParserFactory.java
new file mode 100644
index 0000000..4558cf9
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/texthelper/src/main/java/org/apache/hyracks/examples/text/WordTupleParserFactory.java
@@ -0,0 +1,179 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.text;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.Reader;
+import java.util.Arrays;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParser;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.file.ITupleParser;
+import org.apache.hyracks.dataflow.std.file.ITupleParserFactory;
+
+public class WordTupleParserFactory implements ITupleParserFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ITupleParser createTupleParser(final IHyracksTaskContext ctx) {
+        return new ITupleParser() {
+            @Override
+            public void parse(InputStream in, IFrameWriter writer) throws HyracksDataException {
+                try {
+                    FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+                    ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+                    DataOutput dos = tb.getDataOutput();
+
+                    IValueParser utf8StringParser = UTF8StringParserFactory.INSTANCE.createValueParser();
+                    WordCursor cursor = new WordCursor(new InputStreamReader(in));
+                    while (cursor.nextWord()) {
+                        tb.reset();
+                        utf8StringParser.parse(cursor.buffer, cursor.fStart, cursor.fEnd - cursor.fStart, dos);
+                        tb.addFieldEndOffset();
+                        FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                                tb.getSize());
+                    }
+                    appender.write(writer, true);
+                } catch (IOException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        };
+    }
+
+    private static class WordCursor {
+        private static final int INITIAL_BUFFER_SIZE = 4096;
+        private static final int INCREMENT = 4096;
+
+        private char[] buffer;
+
+        private int start;
+        private int end;
+        private boolean eof;
+
+        private int fStart;
+        private int fEnd;
+        private Reader in;
+
+        public WordCursor(Reader in) {
+            this.in = in;
+            buffer = new char[INITIAL_BUFFER_SIZE];
+            start = 0;
+            end = 0;
+            eof = false;
+        }
+
+        public boolean nextWord() throws IOException {
+            if (eof) {
+                return false;
+            }
+
+            boolean wordStarted = false;
+            int p = start;
+            while (true) {
+                if (p >= end) {
+                    int s = start;
+                    eof = !readMore();
+                    if (eof) {
+                        return true;
+                    }
+                    p -= (s - start);
+                }
+                char ch = buffer[p];
+                if (isNonWordChar(ch)) {
+                    fStart = start;
+                    fEnd = p;
+                    start = p + 1;
+                    if (wordStarted) {
+                        return true;
+                    }
+                } else {
+                    wordStarted = true;
+                }
+                ++p;
+            }
+        }
+
+        private boolean isNonWordChar(char ch) {
+            switch (ch) {
+                case '.':
+                case ',':
+                case '!':
+                case '@':
+                case '#':
+                case '$':
+                case '%':
+                case '^':
+                case '&':
+                case '*':
+                case '(':
+                case ')':
+                case '+':
+                case '=':
+                case ':':
+                case ';':
+                case '"':
+                case '\'':
+                case '{':
+                case '}':
+                case '[':
+                case ']':
+                case '|':
+                case '\\':
+                case '/':
+                case '<':
+                case '>':
+                case '?':
+                case '~':
+                case '`':
+                    return true;
+            }
+            return Character.isWhitespace(ch);
+        }
+
+        private boolean readMore() throws IOException {
+            if (start > 0) {
+                System.arraycopy(buffer, start, buffer, 0, end - start);
+            }
+            end -= start;
+            start = 0;
+
+            if (end == buffer.length) {
+                buffer = Arrays.copyOf(buffer, buffer.length + INCREMENT);
+            }
+
+            int n = in.read(buffer, end, buffer.length - end);
+            if (n < 0) {
+                return false;
+            }
+            end += n;
+            return true;
+        }
+    }
+}
diff --git a/hyracks/hyracks-examples/text-example/textserver/data/file1.txt b/hyracks/hyracks-examples/text-example/textserver/data/file1.txt
new file mode 100644
index 0000000..c4c3130
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/data/file1.txt
@@ -0,0 +1,13052 @@
+﻿Project Gutenberg's The Adventures of Sherlock Holmes, by Arthur Conan Doyle
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever.  You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.net
+
+
+Title: The Adventures of Sherlock Holmes
+
+Author: Arthur Conan Doyle
+
+Posting Date: April 18, 2011 [EBook #1661]
+First Posted: November 29, 2002
+
+Language: English
+
+
+*** START OF THIS PROJECT GUTENBERG EBOOK THE ADVENTURES OF SHERLOCK HOLMES ***
+
+
+
+
+Produced by an anonymous Project Gutenberg volunteer and Jose Menendez
+
+
+
+
+
+
+
+
+
+THE ADVENTURES OF SHERLOCK HOLMES
+
+by
+
+SIR ARTHUR CONAN DOYLE
+
+
+
+   I. A Scandal in Bohemia
+  II. The Red-headed League
+ III. A Case of Identity
+  IV. The Boscombe Valley Mystery
+   V. The Five Orange Pips
+  VI. The Man with the Twisted Lip
+ VII. The Adventure of the Blue Carbuncle
+VIII. The Adventure of the Speckled Band
+  IX. The Adventure of the Engineer's Thumb
+   X. The Adventure of the Noble Bachelor
+  XI. The Adventure of the Beryl Coronet
+ XII. The Adventure of the Copper Beeches
+
+
+
+
+ADVENTURE I. A SCANDAL IN BOHEMIA
+
+I.
+
+To Sherlock Holmes she is always THE woman. I have seldom heard
+him mention her under any other name. In his eyes she eclipses
+and predominates the whole of her sex. It was not that he felt
+any emotion akin to love for Irene Adler. All emotions, and that
+one particularly, were abhorrent to his cold, precise but
+admirably balanced mind. He was, I take it, the most perfect
+reasoning and observing machine that the world has seen, but as a
+lover he would have placed himself in a false position. He never
+spoke of the softer passions, save with a gibe and a sneer. They
+were admirable things for the observer--excellent for drawing the
+veil from men's motives and actions. But for the trained reasoner
+to admit such intrusions into his own delicate and finely
+adjusted temperament was to introduce a distracting factor which
+might throw a doubt upon all his mental results. Grit in a
+sensitive instrument, or a crack in one of his own high-power
+lenses, would not be more disturbing than a strong emotion in a
+nature such as his. And yet there was but one woman to him, and
+that woman was the late Irene Adler, of dubious and questionable
+memory.
+
+I had seen little of Holmes lately. My marriage had drifted us
+away from each other. My own complete happiness, and the
+home-centred interests which rise up around the man who first
+finds himself master of his own establishment, were sufficient to
+absorb all my attention, while Holmes, who loathed every form of
+society with his whole Bohemian soul, remained in our lodgings in
+Baker Street, buried among his old books, and alternating from
+week to week between cocaine and ambition, the drowsiness of the
+drug, and the fierce energy of his own keen nature. He was still,
+as ever, deeply attracted by the study of crime, and occupied his
+immense faculties and extraordinary powers of observation in
+following out those clues, and clearing up those mysteries which
+had been abandoned as hopeless by the official police. From time
+to time I heard some vague account of his doings: of his summons
+to Odessa in the case of the Trepoff murder, of his clearing up
+of the singular tragedy of the Atkinson brothers at Trincomalee,
+and finally of the mission which he had accomplished so
+delicately and successfully for the reigning family of Holland.
+Beyond these signs of his activity, however, which I merely
+shared with all the readers of the daily press, I knew little of
+my former friend and companion.
+
+One night--it was on the twentieth of March, 1888--I was
+returning from a journey to a patient (for I had now returned to
+civil practice), when my way led me through Baker Street. As I
+passed the well-remembered door, which must always be associated
+in my mind with my wooing, and with the dark incidents of the
+Study in Scarlet, I was seized with a keen desire to see Holmes
+again, and to know how he was employing his extraordinary powers.
+His rooms were brilliantly lit, and, even as I looked up, I saw
+his tall, spare figure pass twice in a dark silhouette against
+the blind. He was pacing the room swiftly, eagerly, with his head
+sunk upon his chest and his hands clasped behind him. To me, who
+knew his every mood and habit, his attitude and manner told their
+own story. He was at work again. He had risen out of his
+drug-created dreams and was hot upon the scent of some new
+problem. I rang the bell and was shown up to the chamber which
+had formerly been in part my own.
+
+His manner was not effusive. It seldom was; but he was glad, I
+think, to see me. With hardly a word spoken, but with a kindly
+eye, he waved me to an armchair, threw across his case of cigars,
+and indicated a spirit case and a gasogene in the corner. Then he
+stood before the fire and looked me over in his singular
+introspective fashion.
+
+"Wedlock suits you," he remarked. "I think, Watson, that you have
+put on seven and a half pounds since I saw you."
+
+"Seven!" I answered.
+
+"Indeed, I should have thought a little more. Just a trifle more,
+I fancy, Watson. And in practice again, I observe. You did not
+tell me that you intended to go into harness."
+
+"Then, how do you know?"
+
+"I see it, I deduce it. How do I know that you have been getting
+yourself very wet lately, and that you have a most clumsy and
+careless servant girl?"
+
+"My dear Holmes," said I, "this is too much. You would certainly
+have been burned, had you lived a few centuries ago. It is true
+that I had a country walk on Thursday and came home in a dreadful
+mess, but as I have changed my clothes I can't imagine how you
+deduce it. As to Mary Jane, she is incorrigible, and my wife has
+given her notice, but there, again, I fail to see how you work it
+out."
+
+He chuckled to himself and rubbed his long, nervous hands
+together.
+
+"It is simplicity itself," said he; "my eyes tell me that on the
+inside of your left shoe, just where the firelight strikes it,
+the leather is scored by six almost parallel cuts. Obviously they
+have been caused by someone who has very carelessly scraped round
+the edges of the sole in order to remove crusted mud from it.
+Hence, you see, my double deduction that you had been out in vile
+weather, and that you had a particularly malignant boot-slitting
+specimen of the London slavey. As to your practice, if a
+gentleman walks into my rooms smelling of iodoform, with a black
+mark of nitrate of silver upon his right forefinger, and a bulge
+on the right side of his top-hat to show where he has secreted
+his stethoscope, I must be dull, indeed, if I do not pronounce
+him to be an active member of the medical profession."
+
+I could not help laughing at the ease with which he explained his
+process of deduction. "When I hear you give your reasons," I
+remarked, "the thing always appears to me to be so ridiculously
+simple that I could easily do it myself, though at each
+successive instance of your reasoning I am baffled until you
+explain your process. And yet I believe that my eyes are as good
+as yours."
+
+"Quite so," he answered, lighting a cigarette, and throwing
+himself down into an armchair. "You see, but you do not observe.
+The distinction is clear. For example, you have frequently seen
+the steps which lead up from the hall to this room."
+
+"Frequently."
+
+"How often?"
+
+"Well, some hundreds of times."
+
+"Then how many are there?"
+
+"How many? I don't know."
+
+"Quite so! You have not observed. And yet you have seen. That is
+just my point. Now, I know that there are seventeen steps,
+because I have both seen and observed. By-the-way, since you are
+interested in these little problems, and since you are good
+enough to chronicle one or two of my trifling experiences, you
+may be interested in this." He threw over a sheet of thick,
+pink-tinted note-paper which had been lying open upon the table.
+"It came by the last post," said he. "Read it aloud."
+
+The note was undated, and without either signature or address.
+
+"There will call upon you to-night, at a quarter to eight
+o'clock," it said, "a gentleman who desires to consult you upon a
+matter of the very deepest moment. Your recent services to one of
+the royal houses of Europe have shown that you are one who may
+safely be trusted with matters which are of an importance which
+can hardly be exaggerated. This account of you we have from all
+quarters received. Be in your chamber then at that hour, and do
+not take it amiss if your visitor wear a mask."
+
+"This is indeed a mystery," I remarked. "What do you imagine that
+it means?"
+
+"I have no data yet. It is a capital mistake to theorize before
+one has data. Insensibly one begins to twist facts to suit
+theories, instead of theories to suit facts. But the note itself.
+What do you deduce from it?"
+
+I carefully examined the writing, and the paper upon which it was
+written.
+
+"The man who wrote it was presumably well to do," I remarked,
+endeavouring to imitate my companion's processes. "Such paper
+could not be bought under half a crown a packet. It is peculiarly
+strong and stiff."
+
+"Peculiar--that is the very word," said Holmes. "It is not an
+English paper at all. Hold it up to the light."
+
+I did so, and saw a large "E" with a small "g," a "P," and a
+large "G" with a small "t" woven into the texture of the paper.
+
+"What do you make of that?" asked Holmes.
+
+"The name of the maker, no doubt; or his monogram, rather."
+
+"Not at all. The 'G' with the small 't' stands for
+'Gesellschaft,' which is the German for 'Company.' It is a
+customary contraction like our 'Co.' 'P,' of course, stands for
+'Papier.' Now for the 'Eg.' Let us glance at our Continental
+Gazetteer." He took down a heavy brown volume from his shelves.
+"Eglow, Eglonitz--here we are, Egria. It is in a German-speaking
+country--in Bohemia, not far from Carlsbad. 'Remarkable as being
+the scene of the death of Wallenstein, and for its numerous
+glass-factories and paper-mills.' Ha, ha, my boy, what do you
+make of that?" His eyes sparkled, and he sent up a great blue
+triumphant cloud from his cigarette.
+
+"The paper was made in Bohemia," I said.
+
+"Precisely. And the man who wrote the note is a German. Do you
+note the peculiar construction of the sentence--'This account of
+you we have from all quarters received.' A Frenchman or Russian
+could not have written that. It is the German who is so
+uncourteous to his verbs. It only remains, therefore, to discover
+what is wanted by this German who writes upon Bohemian paper and
+prefers wearing a mask to showing his face. And here he comes, if
+I am not mistaken, to resolve all our doubts."
+
+As he spoke there was the sharp sound of horses' hoofs and
+grating wheels against the curb, followed by a sharp pull at the
+bell. Holmes whistled.
+
+"A pair, by the sound," said he. "Yes," he continued, glancing
+out of the window. "A nice little brougham and a pair of
+beauties. A hundred and fifty guineas apiece. There's money in
+this case, Watson, if there is nothing else."
+
+"I think that I had better go, Holmes."
+
+"Not a bit, Doctor. Stay where you are. I am lost without my
+Boswell. And this promises to be interesting. It would be a pity
+to miss it."
+
+"But your client--"
+
+"Never mind him. I may want your help, and so may he. Here he
+comes. Sit down in that armchair, Doctor, and give us your best
+attention."
+
+A slow and heavy step, which had been heard upon the stairs and
+in the passage, paused immediately outside the door. Then there
+was a loud and authoritative tap.
+
+"Come in!" said Holmes.
+
+A man entered who could hardly have been less than six feet six
+inches in height, with the chest and limbs of a Hercules. His
+dress was rich with a richness which would, in England, be looked
+upon as akin to bad taste. Heavy bands of astrakhan were slashed
+across the sleeves and fronts of his double-breasted coat, while
+the deep blue cloak which was thrown over his shoulders was lined
+with flame-coloured silk and secured at the neck with a brooch
+which consisted of a single flaming beryl. Boots which extended
+halfway up his calves, and which were trimmed at the tops with
+rich brown fur, completed the impression of barbaric opulence
+which was suggested by his whole appearance. He carried a
+broad-brimmed hat in his hand, while he wore across the upper
+part of his face, extending down past the cheekbones, a black
+vizard mask, which he had apparently adjusted that very moment,
+for his hand was still raised to it as he entered. From the lower
+part of the face he appeared to be a man of strong character,
+with a thick, hanging lip, and a long, straight chin suggestive
+of resolution pushed to the length of obstinacy.
+
+"You had my note?" he asked with a deep harsh voice and a
+strongly marked German accent. "I told you that I would call." He
+looked from one to the other of us, as if uncertain which to
+address.
+
+"Pray take a seat," said Holmes. "This is my friend and
+colleague, Dr. Watson, who is occasionally good enough to help me
+in my cases. Whom have I the honour to address?"
+
+"You may address me as the Count Von Kramm, a Bohemian nobleman.
+I understand that this gentleman, your friend, is a man of honour
+and discretion, whom I may trust with a matter of the most
+extreme importance. If not, I should much prefer to communicate
+with you alone."
+
+I rose to go, but Holmes caught me by the wrist and pushed me
+back into my chair. "It is both, or none," said he. "You may say
+before this gentleman anything which you may say to me."
+
+The Count shrugged his broad shoulders. "Then I must begin," said
+he, "by binding you both to absolute secrecy for two years; at
+the end of that time the matter will be of no importance. At
+present it is not too much to say that it is of such weight it
+may have an influence upon European history."
+
+"I promise," said Holmes.
+
+"And I."
+
+"You will excuse this mask," continued our strange visitor. "The
+august person who employs me wishes his agent to be unknown to
+you, and I may confess at once that the title by which I have
+just called myself is not exactly my own."
+
+"I was aware of it," said Holmes dryly.
+
+"The circumstances are of great delicacy, and every precaution
+has to be taken to quench what might grow to be an immense
+scandal and seriously compromise one of the reigning families of
+Europe. To speak plainly, the matter implicates the great House
+of Ormstein, hereditary kings of Bohemia."
+
+"I was also aware of that," murmured Holmes, settling himself
+down in his armchair and closing his eyes.
+
+Our visitor glanced with some apparent surprise at the languid,
+lounging figure of the man who had been no doubt depicted to him
+as the most incisive reasoner and most energetic agent in Europe.
+Holmes slowly reopened his eyes and looked impatiently at his
+gigantic client.
+
+"If your Majesty would condescend to state your case," he
+remarked, "I should be better able to advise you."
+
+The man sprang from his chair and paced up and down the room in
+uncontrollable agitation. Then, with a gesture of desperation, he
+tore the mask from his face and hurled it upon the ground. "You
+are right," he cried; "I am the King. Why should I attempt to
+conceal it?"
+
+"Why, indeed?" murmured Holmes. "Your Majesty had not spoken
+before I was aware that I was addressing Wilhelm Gottsreich
+Sigismond von Ormstein, Grand Duke of Cassel-Felstein, and
+hereditary King of Bohemia."
+
+"But you can understand," said our strange visitor, sitting down
+once more and passing his hand over his high white forehead, "you
+can understand that I am not accustomed to doing such business in
+my own person. Yet the matter was so delicate that I could not
+confide it to an agent without putting myself in his power. I
+have come incognito from Prague for the purpose of consulting
+you."
+
+"Then, pray consult," said Holmes, shutting his eyes once more.
+
+"The facts are briefly these: Some five years ago, during a
+lengthy visit to Warsaw, I made the acquaintance of the well-known
+adventuress, Irene Adler. The name is no doubt familiar to you."
+
+"Kindly look her up in my index, Doctor," murmured Holmes without
+opening his eyes. For many years he had adopted a system of
+docketing all paragraphs concerning men and things, so that it
+was difficult to name a subject or a person on which he could not
+at once furnish information. In this case I found her biography
+sandwiched in between that of a Hebrew rabbi and that of a
+staff-commander who had written a monograph upon the deep-sea
+fishes.
+
+"Let me see!" said Holmes. "Hum! Born in New Jersey in the year
+1858. Contralto--hum! La Scala, hum! Prima donna Imperial Opera
+of Warsaw--yes! Retired from operatic stage--ha! Living in
+London--quite so! Your Majesty, as I understand, became entangled
+with this young person, wrote her some compromising letters, and
+is now desirous of getting those letters back."
+
+"Precisely so. But how--"
+
+"Was there a secret marriage?"
+
+"None."
+
+"No legal papers or certificates?"
+
+"None."
+
+"Then I fail to follow your Majesty. If this young person should
+produce her letters for blackmailing or other purposes, how is
+she to prove their authenticity?"
+
+"There is the writing."
+
+"Pooh, pooh! Forgery."
+
+"My private note-paper."
+
+"Stolen."
+
+"My own seal."
+
+"Imitated."
+
+"My photograph."
+
+"Bought."
+
+"We were both in the photograph."
+
+"Oh, dear! That is very bad! Your Majesty has indeed committed an
+indiscretion."
+
+"I was mad--insane."
+
+"You have compromised yourself seriously."
+
+"I was only Crown Prince then. I was young. I am but thirty now."
+
+"It must be recovered."
+
+"We have tried and failed."
+
+"Your Majesty must pay. It must be bought."
+
+"She will not sell."
+
+"Stolen, then."
+
+"Five attempts have been made. Twice burglars in my pay ransacked
+her house. Once we diverted her luggage when she travelled. Twice
+she has been waylaid. There has been no result."
+
+"No sign of it?"
+
+"Absolutely none."
+
+Holmes laughed. "It is quite a pretty little problem," said he.
+
+"But a very serious one to me," returned the King reproachfully.
+
+"Very, indeed. And what does she propose to do with the
+photograph?"
+
+"To ruin me."
+
+"But how?"
+
+"I am about to be married."
+
+"So I have heard."
+
+"To Clotilde Lothman von Saxe-Meningen, second daughter of the
+King of Scandinavia. You may know the strict principles of her
+family. She is herself the very soul of delicacy. A shadow of a
+doubt as to my conduct would bring the matter to an end."
+
+"And Irene Adler?"
+
+"Threatens to send them the photograph. And she will do it. I
+know that she will do it. You do not know her, but she has a soul
+of steel. She has the face of the most beautiful of women, and
+the mind of the most resolute of men. Rather than I should marry
+another woman, there are no lengths to which she would not
+go--none."
+
+"You are sure that she has not sent it yet?"
+
+"I am sure."
+
+"And why?"
+
+"Because she has said that she would send it on the day when the
+betrothal was publicly proclaimed. That will be next Monday."
+
+"Oh, then we have three days yet," said Holmes with a yawn. "That
+is very fortunate, as I have one or two matters of importance to
+look into just at present. Your Majesty will, of course, stay in
+London for the present?"
+
+"Certainly. You will find me at the Langham under the name of the
+Count Von Kramm."
+
+"Then I shall drop you a line to let you know how we progress."
+
+"Pray do so. I shall be all anxiety."
+
+"Then, as to money?"
+
+"You have carte blanche."
+
+"Absolutely?"
+
+"I tell you that I would give one of the provinces of my kingdom
+to have that photograph."
+
+"And for present expenses?"
+
+The King took a heavy chamois leather bag from under his cloak
+and laid it on the table.
+
+"There are three hundred pounds in gold and seven hundred in
+notes," he said.
+
+Holmes scribbled a receipt upon a sheet of his note-book and
+handed it to him.
+
+"And Mademoiselle's address?" he asked.
+
+"Is Briony Lodge, Serpentine Avenue, St. John's Wood."
+
+Holmes took a note of it. "One other question," said he. "Was the
+photograph a cabinet?"
+
+"It was."
+
+"Then, good-night, your Majesty, and I trust that we shall soon
+have some good news for you. And good-night, Watson," he added,
+as the wheels of the royal brougham rolled down the street. "If
+you will be good enough to call to-morrow afternoon at three
+o'clock I should like to chat this little matter over with you."
+
+
+II.
+
+At three o'clock precisely I was at Baker Street, but Holmes had
+not yet returned. The landlady informed me that he had left the
+house shortly after eight o'clock in the morning. I sat down
+beside the fire, however, with the intention of awaiting him,
+however long he might be. I was already deeply interested in his
+inquiry, for, though it was surrounded by none of the grim and
+strange features which were associated with the two crimes which
+I have already recorded, still, the nature of the case and the
+exalted station of his client gave it a character of its own.
+Indeed, apart from the nature of the investigation which my
+friend had on hand, there was something in his masterly grasp of
+a situation, and his keen, incisive reasoning, which made it a
+pleasure to me to study his system of work, and to follow the
+quick, subtle methods by which he disentangled the most
+inextricable mysteries. So accustomed was I to his invariable
+success that the very possibility of his failing had ceased to
+enter into my head.
+
+It was close upon four before the door opened, and a
+drunken-looking groom, ill-kempt and side-whiskered, with an
+inflamed face and disreputable clothes, walked into the room.
+Accustomed as I was to my friend's amazing powers in the use of
+disguises, I had to look three times before I was certain that it
+was indeed he. With a nod he vanished into the bedroom, whence he
+emerged in five minutes tweed-suited and respectable, as of old.
+Putting his hands into his pockets, he stretched out his legs in
+front of the fire and laughed heartily for some minutes.
+
+"Well, really!" he cried, and then he choked and laughed again
+until he was obliged to lie back, limp and helpless, in the
+chair.
+
+"What is it?"
+
+"It's quite too funny. I am sure you could never guess how I
+employed my morning, or what I ended by doing."
+
+"I can't imagine. I suppose that you have been watching the
+habits, and perhaps the house, of Miss Irene Adler."
+
+"Quite so; but the sequel was rather unusual. I will tell you,
+however. I left the house a little after eight o'clock this
+morning in the character of a groom out of work. There is a
+wonderful sympathy and freemasonry among horsey men. Be one of
+them, and you will know all that there is to know. I soon found
+Briony Lodge. It is a bijou villa, with a garden at the back, but
+built out in front right up to the road, two stories. Chubb lock
+to the door. Large sitting-room on the right side, well
+furnished, with long windows almost to the floor, and those
+preposterous English window fasteners which a child could open.
+Behind there was nothing remarkable, save that the passage window
+could be reached from the top of the coach-house. I walked round
+it and examined it closely from every point of view, but without
+noting anything else of interest.
+
+"I then lounged down the street and found, as I expected, that
+there was a mews in a lane which runs down by one wall of the
+garden. I lent the ostlers a hand in rubbing down their horses,
+and received in exchange twopence, a glass of half and half, two
+fills of shag tobacco, and as much information as I could desire
+about Miss Adler, to say nothing of half a dozen other people in
+the neighbourhood in whom I was not in the least interested, but
+whose biographies I was compelled to listen to."
+
+"And what of Irene Adler?" I asked.
+
+"Oh, she has turned all the men's heads down in that part. She is
+the daintiest thing under a bonnet on this planet. So say the
+Serpentine-mews, to a man. She lives quietly, sings at concerts,
+drives out at five every day, and returns at seven sharp for
+dinner. Seldom goes out at other times, except when she sings.
+Has only one male visitor, but a good deal of him. He is dark,
+handsome, and dashing, never calls less than once a day, and
+often twice. He is a Mr. Godfrey Norton, of the Inner Temple. See
+the advantages of a cabman as a confidant. They had driven him
+home a dozen times from Serpentine-mews, and knew all about him.
+When I had listened to all they had to tell, I began to walk up
+and down near Briony Lodge once more, and to think over my plan
+of campaign.
+
+"This Godfrey Norton was evidently an important factor in the
+matter. He was a lawyer. That sounded ominous. What was the
+relation between them, and what the object of his repeated
+visits? Was she his client, his friend, or his mistress? If the
+former, she had probably transferred the photograph to his
+keeping. If the latter, it was less likely. On the issue of this
+question depended whether I should continue my work at Briony
+Lodge, or turn my attention to the gentleman's chambers in the
+Temple. It was a delicate point, and it widened the field of my
+inquiry. I fear that I bore you with these details, but I have to
+let you see my little difficulties, if you are to understand the
+situation."
+
+"I am following you closely," I answered.
+
+"I was still balancing the matter in my mind when a hansom cab
+drove up to Briony Lodge, and a gentleman sprang out. He was a
+remarkably handsome man, dark, aquiline, and moustached--evidently
+the man of whom I had heard. He appeared to be in a
+great hurry, shouted to the cabman to wait, and brushed past the
+maid who opened the door with the air of a man who was thoroughly
+at home.
+
+"He was in the house about half an hour, and I could catch
+glimpses of him in the windows of the sitting-room, pacing up and
+down, talking excitedly, and waving his arms. Of her I could see
+nothing. Presently he emerged, looking even more flurried than
+before. As he stepped up to the cab, he pulled a gold watch from
+his pocket and looked at it earnestly, 'Drive like the devil,' he
+shouted, 'first to Gross & Hankey's in Regent Street, and then to
+the Church of St. Monica in the Edgeware Road. Half a guinea if
+you do it in twenty minutes!'
+
+"Away they went, and I was just wondering whether I should not do
+well to follow them when up the lane came a neat little landau,
+the coachman with his coat only half-buttoned, and his tie under
+his ear, while all the tags of his harness were sticking out of
+the buckles. It hadn't pulled up before she shot out of the hall
+door and into it. I only caught a glimpse of her at the moment,
+but she was a lovely woman, with a face that a man might die for.
+
+"'The Church of St. Monica, John,' she cried, 'and half a
+sovereign if you reach it in twenty minutes.'
+
+"This was quite too good to lose, Watson. I was just balancing
+whether I should run for it, or whether I should perch behind her
+landau when a cab came through the street. The driver looked
+twice at such a shabby fare, but I jumped in before he could
+object. 'The Church of St. Monica,' said I, 'and half a sovereign
+if you reach it in twenty minutes.' It was twenty-five minutes to
+twelve, and of course it was clear enough what was in the wind.
+
+"My cabby drove fast. I don't think I ever drove faster, but the
+others were there before us. The cab and the landau with their
+steaming horses were in front of the door when I arrived. I paid
+the man and hurried into the church. There was not a soul there
+save the two whom I had followed and a surpliced clergyman, who
+seemed to be expostulating with them. They were all three
+standing in a knot in front of the altar. I lounged up the side
+aisle like any other idler who has dropped into a church.
+Suddenly, to my surprise, the three at the altar faced round to
+me, and Godfrey Norton came running as hard as he could towards
+me.
+
+"'Thank God,' he cried. 'You'll do. Come! Come!'
+
+"'What then?' I asked.
+
+"'Come, man, come, only three minutes, or it won't be legal.'
+
+"I was half-dragged up to the altar, and before I knew where I was
+I found myself mumbling responses which were whispered in my ear,
+and vouching for things of which I knew nothing, and generally
+assisting in the secure tying up of Irene Adler, spinster, to
+Godfrey Norton, bachelor. It was all done in an instant, and
+there was the gentleman thanking me on the one side and the lady
+on the other, while the clergyman beamed on me in front. It was
+the most preposterous position in which I ever found myself in my
+life, and it was the thought of it that started me laughing just
+now. It seems that there had been some informality about their
+license, that the clergyman absolutely refused to marry them
+without a witness of some sort, and that my lucky appearance
+saved the bridegroom from having to sally out into the streets in
+search of a best man. The bride gave me a sovereign, and I mean
+to wear it on my watch-chain in memory of the occasion."
+
+"This is a very unexpected turn of affairs," said I; "and what
+then?"
+
+"Well, I found my plans very seriously menaced. It looked as if
+the pair might take an immediate departure, and so necessitate
+very prompt and energetic measures on my part. At the church
+door, however, they separated, he driving back to the Temple, and
+she to her own house. 'I shall drive out in the park at five as
+usual,' she said as she left him. I heard no more. They drove
+away in different directions, and I went off to make my own
+arrangements."
+
+"Which are?"
+
+"Some cold beef and a glass of beer," he answered, ringing the
+bell. "I have been too busy to think of food, and I am likely to
+be busier still this evening. By the way, Doctor, I shall want
+your co-operation."
+
+"I shall be delighted."
+
+"You don't mind breaking the law?"
+
+"Not in the least."
+
+"Nor running a chance of arrest?"
+
+"Not in a good cause."
+
+"Oh, the cause is excellent!"
+
+"Then I am your man."
+
+"I was sure that I might rely on you."
+
+"But what is it you wish?"
+
+"When Mrs. Turner has brought in the tray I will make it clear to
+you. Now," he said as he turned hungrily on the simple fare that
+our landlady had provided, "I must discuss it while I eat, for I
+have not much time. It is nearly five now. In two hours we must
+be on the scene of action. Miss Irene, or Madame, rather, returns
+from her drive at seven. We must be at Briony Lodge to meet her."
+
+"And what then?"
+
+"You must leave that to me. I have already arranged what is to
+occur. There is only one point on which I must insist. You must
+not interfere, come what may. You understand?"
+
+"I am to be neutral?"
+
+"To do nothing whatever. There will probably be some small
+unpleasantness. Do not join in it. It will end in my being
+conveyed into the house. Four or five minutes afterwards the
+sitting-room window will open. You are to station yourself close
+to that open window."
+
+"Yes."
+
+"You are to watch me, for I will be visible to you."
+
+"Yes."
+
+"And when I raise my hand--so--you will throw into the room what
+I give you to throw, and will, at the same time, raise the cry of
+fire. You quite follow me?"
+
+"Entirely."
+
+"It is nothing very formidable," he said, taking a long cigar-shaped
+roll from his pocket. "It is an ordinary plumber's smoke-rocket,
+fitted with a cap at either end to make it self-lighting.
+Your task is confined to that. When you raise your cry of fire,
+it will be taken up by quite a number of people. You may then
+walk to the end of the street, and I will rejoin you in ten
+minutes. I hope that I have made myself clear?"
+
+"I am to remain neutral, to get near the window, to watch you,
+and at the signal to throw in this object, then to raise the cry
+of fire, and to wait you at the corner of the street."
+
+"Precisely."
+
+"Then you may entirely rely on me."
+
+"That is excellent. I think, perhaps, it is almost time that I
+prepare for the new role I have to play."
+
+He disappeared into his bedroom and returned in a few minutes in
+the character of an amiable and simple-minded Nonconformist
+clergyman. His broad black hat, his baggy trousers, his white
+tie, his sympathetic smile, and general look of peering and
+benevolent curiosity were such as Mr. John Hare alone could have
+equalled. It was not merely that Holmes changed his costume. His
+expression, his manner, his very soul seemed to vary with every
+fresh part that he assumed. The stage lost a fine actor, even as
+science lost an acute reasoner, when he became a specialist in
+crime.
+
+It was a quarter past six when we left Baker Street, and it still
+wanted ten minutes to the hour when we found ourselves in
+Serpentine Avenue. It was already dusk, and the lamps were just
+being lighted as we paced up and down in front of Briony Lodge,
+waiting for the coming of its occupant. The house was just such
+as I had pictured it from Sherlock Holmes' succinct description,
+but the locality appeared to be less private than I expected. On
+the contrary, for a small street in a quiet neighbourhood, it was
+remarkably animated. There was a group of shabbily dressed men
+smoking and laughing in a corner, a scissors-grinder with his
+wheel, two guardsmen who were flirting with a nurse-girl, and
+several well-dressed young men who were lounging up and down with
+cigars in their mouths.
+
+"You see," remarked Holmes, as we paced to and fro in front of
+the house, "this marriage rather simplifies matters. The
+photograph becomes a double-edged weapon now. The chances are
+that she would be as averse to its being seen by Mr. Godfrey
+Norton, as our client is to its coming to the eyes of his
+princess. Now the question is, Where are we to find the
+photograph?"
+
+"Where, indeed?"
+
+"It is most unlikely that she carries it about with her. It is
+cabinet size. Too large for easy concealment about a woman's
+dress. She knows that the King is capable of having her waylaid
+and searched. Two attempts of the sort have already been made. We
+may take it, then, that she does not carry it about with her."
+
+"Where, then?"
+
+"Her banker or her lawyer. There is that double possibility. But
+I am inclined to think neither. Women are naturally secretive,
+and they like to do their own secreting. Why should she hand it
+over to anyone else? She could trust her own guardianship, but
+she could not tell what indirect or political influence might be
+brought to bear upon a business man. Besides, remember that she
+had resolved to use it within a few days. It must be where she
+can lay her hands upon it. It must be in her own house."
+
+"But it has twice been burgled."
+
+"Pshaw! They did not know how to look."
+
+"But how will you look?"
+
+"I will not look."
+
+"What then?"
+
+"I will get her to show me."
+
+"But she will refuse."
+
+"She will not be able to. But I hear the rumble of wheels. It is
+her carriage. Now carry out my orders to the letter."
+
+As he spoke the gleam of the side-lights of a carriage came round
+the curve of the avenue. It was a smart little landau which
+rattled up to the door of Briony Lodge. As it pulled up, one of
+the loafing men at the corner dashed forward to open the door in
+the hope of earning a copper, but was elbowed away by another
+loafer, who had rushed up with the same intention. A fierce
+quarrel broke out, which was increased by the two guardsmen, who
+took sides with one of the loungers, and by the scissors-grinder,
+who was equally hot upon the other side. A blow was struck, and
+in an instant the lady, who had stepped from her carriage, was
+the centre of a little knot of flushed and struggling men, who
+struck savagely at each other with their fists and sticks. Holmes
+dashed into the crowd to protect the lady; but just as he reached
+her he gave a cry and dropped to the ground, with the blood
+running freely down his face. At his fall the guardsmen took to
+their heels in one direction and the loungers in the other, while
+a number of better-dressed people, who had watched the scuffle
+without taking part in it, crowded in to help the lady and to
+attend to the injured man. Irene Adler, as I will still call her,
+had hurried up the steps; but she stood at the top with her
+superb figure outlined against the lights of the hall, looking
+back into the street.
+
+"Is the poor gentleman much hurt?" she asked.
+
+"He is dead," cried several voices.
+
+"No, no, there's life in him!" shouted another. "But he'll be
+gone before you can get him to hospital."
+
+"He's a brave fellow," said a woman. "They would have had the
+lady's purse and watch if it hadn't been for him. They were a
+gang, and a rough one, too. Ah, he's breathing now."
+
+"He can't lie in the street. May we bring him in, marm?"
+
+"Surely. Bring him into the sitting-room. There is a comfortable
+sofa. This way, please!"
+
+Slowly and solemnly he was borne into Briony Lodge and laid out
+in the principal room, while I still observed the proceedings
+from my post by the window. The lamps had been lit, but the
+blinds had not been drawn, so that I could see Holmes as he lay
+upon the couch. I do not know whether he was seized with
+compunction at that moment for the part he was playing, but I
+know that I never felt more heartily ashamed of myself in my life
+than when I saw the beautiful creature against whom I was
+conspiring, or the grace and kindliness with which she waited
+upon the injured man. And yet it would be the blackest treachery
+to Holmes to draw back now from the part which he had intrusted
+to me. I hardened my heart, and took the smoke-rocket from under
+my ulster. After all, I thought, we are not injuring her. We are
+but preventing her from injuring another.
+
+Holmes had sat up upon the couch, and I saw him motion like a man
+who is in need of air. A maid rushed across and threw open the
+window. At the same instant I saw him raise his hand and at the
+signal I tossed my rocket into the room with a cry of "Fire!" The
+word was no sooner out of my mouth than the whole crowd of
+spectators, well dressed and ill--gentlemen, ostlers, and
+servant-maids--joined in a general shriek of "Fire!" Thick clouds
+of smoke curled through the room and out at the open window. I
+caught a glimpse of rushing figures, and a moment later the voice
+of Holmes from within assuring them that it was a false alarm.
+Slipping through the shouting crowd I made my way to the corner
+of the street, and in ten minutes was rejoiced to find my
+friend's arm in mine, and to get away from the scene of uproar.
+He walked swiftly and in silence for some few minutes until we
+had turned down one of the quiet streets which lead towards the
+Edgeware Road.
+
+"You did it very nicely, Doctor," he remarked. "Nothing could
+have been better. It is all right."
+
+"You have the photograph?"
+
+"I know where it is."
+
+"And how did you find out?"
+
+"She showed me, as I told you she would."
+
+"I am still in the dark."
+
+"I do not wish to make a mystery," said he, laughing. "The matter
+was perfectly simple. You, of course, saw that everyone in the
+street was an accomplice. They were all engaged for the evening."
+
+"I guessed as much."
+
+"Then, when the row broke out, I had a little moist red paint in
+the palm of my hand. I rushed forward, fell down, clapped my hand
+to my face, and became a piteous spectacle. It is an old trick."
+
+"That also I could fathom."
+
+"Then they carried me in. She was bound to have me in. What else
+could she do? And into her sitting-room, which was the very room
+which I suspected. It lay between that and her bedroom, and I was
+determined to see which. They laid me on a couch, I motioned for
+air, they were compelled to open the window, and you had your
+chance."
+
+"How did that help you?"
+
+"It was all-important. When a woman thinks that her house is on
+fire, her instinct is at once to rush to the thing which she
+values most. It is a perfectly overpowering impulse, and I have
+more than once taken advantage of it. In the case of the
+Darlington substitution scandal it was of use to me, and also in
+the Arnsworth Castle business. A married woman grabs at her baby;
+an unmarried one reaches for her jewel-box. Now it was clear to
+me that our lady of to-day had nothing in the house more precious
+to her than what we are in quest of. She would rush to secure it.
+The alarm of fire was admirably done. The smoke and shouting were
+enough to shake nerves of steel. She responded beautifully. The
+photograph is in a recess behind a sliding panel just above the
+right bell-pull. She was there in an instant, and I caught a
+glimpse of it as she half-drew it out. When I cried out that it
+was a false alarm, she replaced it, glanced at the rocket, rushed
+from the room, and I have not seen her since. I rose, and, making
+my excuses, escaped from the house. I hesitated whether to
+attempt to secure the photograph at once; but the coachman had
+come in, and as he was watching me narrowly it seemed safer to
+wait. A little over-precipitance may ruin all."
+
+"And now?" I asked.
+
+"Our quest is practically finished. I shall call with the King
+to-morrow, and with you, if you care to come with us. We will be
+shown into the sitting-room to wait for the lady, but it is
+probable that when she comes she may find neither us nor the
+photograph. It might be a satisfaction to his Majesty to regain
+it with his own hands."
+
+"And when will you call?"
+
+"At eight in the morning. She will not be up, so that we shall
+have a clear field. Besides, we must be prompt, for this marriage
+may mean a complete change in her life and habits. I must wire to
+the King without delay."
+
+We had reached Baker Street and had stopped at the door. He was
+searching his pockets for the key when someone passing said:
+
+"Good-night, Mister Sherlock Holmes."
+
+There were several people on the pavement at the time, but the
+greeting appeared to come from a slim youth in an ulster who had
+hurried by.
+
+"I've heard that voice before," said Holmes, staring down the
+dimly lit street. "Now, I wonder who the deuce that could have
+been."
+
+
+III.
+
+I slept at Baker Street that night, and we were engaged upon our
+toast and coffee in the morning when the King of Bohemia rushed
+into the room.
+
+"You have really got it!" he cried, grasping Sherlock Holmes by
+either shoulder and looking eagerly into his face.
+
+"Not yet."
+
+"But you have hopes?"
+
+"I have hopes."
+
+"Then, come. I am all impatience to be gone."
+
+"We must have a cab."
+
+"No, my brougham is waiting."
+
+"Then that will simplify matters." We descended and started off
+once more for Briony Lodge.
+
+"Irene Adler is married," remarked Holmes.
+
+"Married! When?"
+
+"Yesterday."
+
+"But to whom?"
+
+"To an English lawyer named Norton."
+
+"But she could not love him."
+
+"I am in hopes that she does."
+
+"And why in hopes?"
+
+"Because it would spare your Majesty all fear of future
+annoyance. If the lady loves her husband, she does not love your
+Majesty. If she does not love your Majesty, there is no reason
+why she should interfere with your Majesty's plan."
+
+"It is true. And yet--Well! I wish she had been of my own
+station! What a queen she would have made!" He relapsed into a
+moody silence, which was not broken until we drew up in
+Serpentine Avenue.
+
+The door of Briony Lodge was open, and an elderly woman stood
+upon the steps. She watched us with a sardonic eye as we stepped
+from the brougham.
+
+"Mr. Sherlock Holmes, I believe?" said she.
+
+"I am Mr. Holmes," answered my companion, looking at her with a
+questioning and rather startled gaze.
+
+"Indeed! My mistress told me that you were likely to call. She
+left this morning with her husband by the 5:15 train from Charing
+Cross for the Continent."
+
+"What!" Sherlock Holmes staggered back, white with chagrin and
+surprise. "Do you mean that she has left England?"
+
+"Never to return."
+
+"And the papers?" asked the King hoarsely. "All is lost."
+
+"We shall see." He pushed past the servant and rushed into the
+drawing-room, followed by the King and myself. The furniture was
+scattered about in every direction, with dismantled shelves and
+open drawers, as if the lady had hurriedly ransacked them before
+her flight. Holmes rushed at the bell-pull, tore back a small
+sliding shutter, and, plunging in his hand, pulled out a
+photograph and a letter. The photograph was of Irene Adler
+herself in evening dress, the letter was superscribed to
+"Sherlock Holmes, Esq. To be left till called for." My friend
+tore it open and we all three read it together. It was dated at
+midnight of the preceding night and ran in this way:
+
+"MY DEAR MR. SHERLOCK HOLMES,--You really did it very well. You
+took me in completely. Until after the alarm of fire, I had not a
+suspicion. But then, when I found how I had betrayed myself, I
+began to think. I had been warned against you months ago. I had
+been told that if the King employed an agent it would certainly
+be you. And your address had been given me. Yet, with all this,
+you made me reveal what you wanted to know. Even after I became
+suspicious, I found it hard to think evil of such a dear, kind
+old clergyman. But, you know, I have been trained as an actress
+myself. Male costume is nothing new to me. I often take advantage
+of the freedom which it gives. I sent John, the coachman, to
+watch you, ran up stairs, got into my walking-clothes, as I call
+them, and came down just as you departed.
+
+"Well, I followed you to your door, and so made sure that I was
+really an object of interest to the celebrated Mr. Sherlock
+Holmes. Then I, rather imprudently, wished you good-night, and
+started for the Temple to see my husband.
+
+"We both thought the best resource was flight, when pursued by
+so formidable an antagonist; so you will find the nest empty when
+you call to-morrow. As to the photograph, your client may rest in
+peace. I love and am loved by a better man than he. The King may
+do what he will without hindrance from one whom he has cruelly
+wronged. I keep it only to safeguard myself, and to preserve a
+weapon which will always secure me from any steps which he might
+take in the future. I leave a photograph which he might care to
+possess; and I remain, dear Mr. Sherlock Holmes,
+
+                                      "Very truly yours,
+                                   "IRENE NORTON, née ADLER."
+
+"What a woman--oh, what a woman!" cried the King of Bohemia, when
+we had all three read this epistle. "Did I not tell you how quick
+and resolute she was? Would she not have made an admirable queen?
+Is it not a pity that she was not on my level?"
+
+"From what I have seen of the lady she seems indeed to be on a
+very different level to your Majesty," said Holmes coldly. "I am
+sorry that I have not been able to bring your Majesty's business
+to a more successful conclusion."
+
+"On the contrary, my dear sir," cried the King; "nothing could be
+more successful. I know that her word is inviolate. The
+photograph is now as safe as if it were in the fire."
+
+"I am glad to hear your Majesty say so."
+
+"I am immensely indebted to you. Pray tell me in what way I can
+reward you. This ring--" He slipped an emerald snake ring from
+his finger and held it out upon the palm of his hand.
+
+"Your Majesty has something which I should value even more
+highly," said Holmes.
+
+"You have but to name it."
+
+"This photograph!"
+
+The King stared at him in amazement.
+
+"Irene's photograph!" he cried. "Certainly, if you wish it."
+
+"I thank your Majesty. Then there is no more to be done in the
+matter. I have the honour to wish you a very good-morning." He
+bowed, and, turning away without observing the hand which the
+King had stretched out to him, he set off in my company for his
+chambers.
+
+And that was how a great scandal threatened to affect the kingdom
+of Bohemia, and how the best plans of Mr. Sherlock Holmes were
+beaten by a woman's wit. He used to make merry over the
+cleverness of women, but I have not heard him do it of late. And
+when he speaks of Irene Adler, or when he refers to her
+photograph, it is always under the honourable title of the woman.
+
+
+
+ADVENTURE II. THE RED-HEADED LEAGUE
+
+I had called upon my friend, Mr. Sherlock Holmes, one day in the
+autumn of last year and found him in deep conversation with a
+very stout, florid-faced, elderly gentleman with fiery red hair.
+With an apology for my intrusion, I was about to withdraw when
+Holmes pulled me abruptly into the room and closed the door
+behind me.
+
+"You could not possibly have come at a better time, my dear
+Watson," he said cordially.
+
+"I was afraid that you were engaged."
+
+"So I am. Very much so."
+
+"Then I can wait in the next room."
+
+"Not at all. This gentleman, Mr. Wilson, has been my partner and
+helper in many of my most successful cases, and I have no
+doubt that he will be of the utmost use to me in yours also."
+
+The stout gentleman half rose from his chair and gave a bob of
+greeting, with a quick little questioning glance from his small
+fat-encircled eyes.
+
+"Try the settee," said Holmes, relapsing into his armchair and
+putting his fingertips together, as was his custom when in
+judicial moods. "I know, my dear Watson, that you share my love
+of all that is bizarre and outside the conventions and humdrum
+routine of everyday life. You have shown your relish for it by
+the enthusiasm which has prompted you to chronicle, and, if you
+will excuse my saying so, somewhat to embellish so many of my own
+little adventures."
+
+"Your cases have indeed been of the greatest interest to me," I
+observed.
+
+"You will remember that I remarked the other day, just before we
+went into the very simple problem presented by Miss Mary
+Sutherland, that for strange effects and extraordinary
+combinations we must go to life itself, which is always far more
+daring than any effort of the imagination."
+
+"A proposition which I took the liberty of doubting."
+
+"You did, Doctor, but none the less you must come round to my
+view, for otherwise I shall keep on piling fact upon fact on you
+until your reason breaks down under them and acknowledges me to
+be right. Now, Mr. Jabez Wilson here has been good enough to call
+upon me this morning, and to begin a narrative which promises to
+be one of the most singular which I have listened to for some
+time. You have heard me remark that the strangest and most unique
+things are very often connected not with the larger but with the
+smaller crimes, and occasionally, indeed, where there is room for
+doubt whether any positive crime has been committed. As far as I
+have heard it is impossible for me to say whether the present
+case is an instance of crime or not, but the course of events is
+certainly among the most singular that I have ever listened to.
+Perhaps, Mr. Wilson, you would have the great kindness to
+recommence your narrative. I ask you not merely because my friend
+Dr. Watson has not heard the opening part but also because the
+peculiar nature of the story makes me anxious to have every
+possible detail from your lips. As a rule, when I have heard some
+slight indication of the course of events, I am able to guide
+myself by the thousands of other similar cases which occur to my
+memory. In the present instance I am forced to admit that the
+facts are, to the best of my belief, unique."
+
+The portly client puffed out his chest with an appearance of some
+little pride and pulled a dirty and wrinkled newspaper from the
+inside pocket of his greatcoat. As he glanced down the
+advertisement column, with his head thrust forward and the paper
+flattened out upon his knee, I took a good look at the man and
+endeavoured, after the fashion of my companion, to read the
+indications which might be presented by his dress or appearance.
+
+I did not gain very much, however, by my inspection. Our visitor
+bore every mark of being an average commonplace British
+tradesman, obese, pompous, and slow. He wore rather baggy grey
+shepherd's check trousers, a not over-clean black frock-coat,
+unbuttoned in the front, and a drab waistcoat with a heavy brassy
+Albert chain, and a square pierced bit of metal dangling down as
+an ornament. A frayed top-hat and a faded brown overcoat with a
+wrinkled velvet collar lay upon a chair beside him. Altogether,
+look as I would, there was nothing remarkable about the man save
+his blazing red head, and the expression of extreme chagrin and
+discontent upon his features.
+
+Sherlock Holmes' quick eye took in my occupation, and he shook
+his head with a smile as he noticed my questioning glances.
+"Beyond the obvious facts that he has at some time done manual
+labour, that he takes snuff, that he is a Freemason, that he has
+been in China, and that he has done a considerable amount of
+writing lately, I can deduce nothing else."
+
+Mr. Jabez Wilson started up in his chair, with his forefinger
+upon the paper, but his eyes upon my companion.
+
+"How, in the name of good-fortune, did you know all that, Mr.
+Holmes?" he asked. "How did you know, for example, that I did
+manual labour. It's as true as gospel, for I began as a ship's
+carpenter."
+
+"Your hands, my dear sir. Your right hand is quite a size larger
+than your left. You have worked with it, and the muscles are more
+developed."
+
+"Well, the snuff, then, and the Freemasonry?"
+
+"I won't insult your intelligence by telling you how I read that,
+especially as, rather against the strict rules of your order, you
+use an arc-and-compass breastpin."
+
+"Ah, of course, I forgot that. But the writing?"
+
+"What else can be indicated by that right cuff so very shiny for
+five inches, and the left one with the smooth patch near the
+elbow where you rest it upon the desk?"
+
+"Well, but China?"
+
+"The fish that you have tattooed immediately above your right
+wrist could only have been done in China. I have made a small
+study of tattoo marks and have even contributed to the literature
+of the subject. That trick of staining the fishes' scales of a
+delicate pink is quite peculiar to China. When, in addition, I
+see a Chinese coin hanging from your watch-chain, the matter
+becomes even more simple."
+
+Mr. Jabez Wilson laughed heavily. "Well, I never!" said he. "I
+thought at first that you had done something clever, but I see
+that there was nothing in it, after all."
+
+"I begin to think, Watson," said Holmes, "that I make a mistake
+in explaining. 'Omne ignotum pro magnifico,' you know, and my
+poor little reputation, such as it is, will suffer shipwreck if I
+am so candid. Can you not find the advertisement, Mr. Wilson?"
+
+"Yes, I have got it now," he answered with his thick red finger
+planted halfway down the column. "Here it is. This is what began
+it all. You just read it for yourself, sir."
+
+I took the paper from him and read as follows:
+
+"TO THE RED-HEADED LEAGUE: On account of the bequest of the late
+Ezekiah Hopkins, of Lebanon, Pennsylvania, U. S. A., there is now
+another vacancy open which entitles a member of the League to a
+salary of 4 pounds a week for purely nominal services. All
+red-headed men who are sound in body and mind and above the age
+of twenty-one years, are eligible. Apply in person on Monday, at
+eleven o'clock, to Duncan Ross, at the offices of the League, 7
+Pope's Court, Fleet Street."
+
+"What on earth does this mean?" I ejaculated after I had twice
+read over the extraordinary announcement.
+
+Holmes chuckled and wriggled in his chair, as was his habit when
+in high spirits. "It is a little off the beaten track, isn't it?"
+said he. "And now, Mr. Wilson, off you go at scratch and tell us
+all about yourself, your household, and the effect which this
+advertisement had upon your fortunes. You will first make a note,
+Doctor, of the paper and the date."
+
+"It is The Morning Chronicle of April 27, 1890. Just two months
+ago."
+
+"Very good. Now, Mr. Wilson?"
+
+"Well, it is just as I have been telling you, Mr. Sherlock
+Holmes," said Jabez Wilson, mopping his forehead; "I have a small
+pawnbroker's business at Coburg Square, near the City. It's not a
+very large affair, and of late years it has not done more than
+just give me a living. I used to be able to keep two assistants,
+but now I only keep one; and I would have a job to pay him but
+that he is willing to come for half wages so as to learn the
+business."
+
+"What is the name of this obliging youth?" asked Sherlock Holmes.
+
+"His name is Vincent Spaulding, and he's not such a youth,
+either. It's hard to say his age. I should not wish a smarter
+assistant, Mr. Holmes; and I know very well that he could better
+himself and earn twice what I am able to give him. But, after
+all, if he is satisfied, why should I put ideas in his head?"
+
+"Why, indeed? You seem most fortunate in having an employé who
+comes under the full market price. It is not a common experience
+among employers in this age. I don't know that your assistant is
+not as remarkable as your advertisement."
+
+"Oh, he has his faults, too," said Mr. Wilson. "Never was such a
+fellow for photography. Snapping away with a camera when he ought
+to be improving his mind, and then diving down into the cellar
+like a rabbit into its hole to develop his pictures. That is his
+main fault, but on the whole he's a good worker. There's no vice
+in him."
+
+"He is still with you, I presume?"
+
+"Yes, sir. He and a girl of fourteen, who does a bit of simple
+cooking and keeps the place clean--that's all I have in the
+house, for I am a widower and never had any family. We live very
+quietly, sir, the three of us; and we keep a roof over our heads
+and pay our debts, if we do nothing more.
+
+"The first thing that put us out was that advertisement.
+Spaulding, he came down into the office just this day eight
+weeks, with this very paper in his hand, and he says:
+
+"'I wish to the Lord, Mr. Wilson, that I was a red-headed man.'
+
+"'Why that?' I asks.
+
+"'Why,' says he, 'here's another vacancy on the League of the
+Red-headed Men. It's worth quite a little fortune to any man who
+gets it, and I understand that there are more vacancies than
+there are men, so that the trustees are at their wits' end what
+to do with the money. If my hair would only change colour, here's
+a nice little crib all ready for me to step into.'
+
+"'Why, what is it, then?' I asked. You see, Mr. Holmes, I am a
+very stay-at-home man, and as my business came to me instead of
+my having to go to it, I was often weeks on end without putting
+my foot over the door-mat. In that way I didn't know much of what
+was going on outside, and I was always glad of a bit of news.
+
+"'Have you never heard of the League of the Red-headed Men?' he
+asked with his eyes open.
+
+"'Never.'
+
+"'Why, I wonder at that, for you are eligible yourself for one
+of the vacancies.'
+
+"'And what are they worth?' I asked.
+
+"'Oh, merely a couple of hundred a year, but the work is slight,
+and it need not interfere very much with one's other
+occupations.'
+
+"Well, you can easily think that that made me prick up my ears,
+for the business has not been over-good for some years, and an
+extra couple of hundred would have been very handy.
+
+"'Tell me all about it,' said I.
+
+"'Well,' said he, showing me the advertisement, 'you can see for
+yourself that the League has a vacancy, and there is the address
+where you should apply for particulars. As far as I can make out,
+the League was founded by an American millionaire, Ezekiah
+Hopkins, who was very peculiar in his ways. He was himself
+red-headed, and he had a great sympathy for all red-headed men;
+so when he died it was found that he had left his enormous
+fortune in the hands of trustees, with instructions to apply the
+interest to the providing of easy berths to men whose hair is of
+that colour. From all I hear it is splendid pay and very little to
+do.'
+
+"'But,' said I, 'there would be millions of red-headed men who
+would apply.'
+
+"'Not so many as you might think,' he answered. 'You see it is
+really confined to Londoners, and to grown men. This American had
+started from London when he was young, and he wanted to do the
+old town a good turn. Then, again, I have heard it is no use your
+applying if your hair is light red, or dark red, or anything but
+real bright, blazing, fiery red. Now, if you cared to apply, Mr.
+Wilson, you would just walk in; but perhaps it would hardly be
+worth your while to put yourself out of the way for the sake of a
+few hundred pounds.'
+
+"Now, it is a fact, gentlemen, as you may see for yourselves,
+that my hair is of a very full and rich tint, so that it seemed
+to me that if there was to be any competition in the matter I
+stood as good a chance as any man that I had ever met. Vincent
+Spaulding seemed to know so much about it that I thought he might
+prove useful, so I just ordered him to put up the shutters for
+the day and to come right away with me. He was very willing to
+have a holiday, so we shut the business up and started off for
+the address that was given us in the advertisement.
+
+"I never hope to see such a sight as that again, Mr. Holmes. From
+north, south, east, and west every man who had a shade of red in
+his hair had tramped into the city to answer the advertisement.
+Fleet Street was choked with red-headed folk, and Pope's Court
+looked like a coster's orange barrow. I should not have thought
+there were so many in the whole country as were brought together
+by that single advertisement. Every shade of colour they
+were--straw, lemon, orange, brick, Irish-setter, liver, clay;
+but, as Spaulding said, there were not many who had the real
+vivid flame-coloured tint. When I saw how many were waiting, I
+would have given it up in despair; but Spaulding would not hear
+of it. How he did it I could not imagine, but he pushed and
+pulled and butted until he got me through the crowd, and right up
+to the steps which led to the office. There was a double stream
+upon the stair, some going up in hope, and some coming back
+dejected; but we wedged in as well as we could and soon found
+ourselves in the office."
+
+"Your experience has been a most entertaining one," remarked
+Holmes as his client paused and refreshed his memory with a huge
+pinch of snuff. "Pray continue your very interesting statement."
+
+"There was nothing in the office but a couple of wooden chairs
+and a deal table, behind which sat a small man with a head that
+was even redder than mine. He said a few words to each candidate
+as he came up, and then he always managed to find some fault in
+them which would disqualify them. Getting a vacancy did not seem
+to be such a very easy matter, after all. However, when our turn
+came the little man was much more favourable to me than to any of
+the others, and he closed the door as we entered, so that he
+might have a private word with us.
+
+"'This is Mr. Jabez Wilson,' said my assistant, 'and he is
+willing to fill a vacancy in the League.'
+
+"'And he is admirably suited for it,' the other answered. 'He has
+every requirement. I cannot recall when I have seen anything so
+fine.' He took a step backward, cocked his head on one side, and
+gazed at my hair until I felt quite bashful. Then suddenly he
+plunged forward, wrung my hand, and congratulated me warmly on my
+success.
+
+"'It would be injustice to hesitate,' said he. 'You will,
+however, I am sure, excuse me for taking an obvious precaution.'
+With that he seized my hair in both his hands, and tugged until I
+yelled with the pain. 'There is water in your eyes,' said he as
+he released me. 'I perceive that all is as it should be. But we
+have to be careful, for we have twice been deceived by wigs and
+once by paint. I could tell you tales of cobbler's wax which
+would disgust you with human nature.' He stepped over to the
+window and shouted through it at the top of his voice that the
+vacancy was filled. A groan of disappointment came up from below,
+and the folk all trooped away in different directions until there
+was not a red-head to be seen except my own and that of the
+manager.
+
+"'My name,' said he, 'is Mr. Duncan Ross, and I am myself one of
+the pensioners upon the fund left by our noble benefactor. Are
+you a married man, Mr. Wilson? Have you a family?'
+
+"I answered that I had not.
+
+"His face fell immediately.
+
+"'Dear me!' he said gravely, 'that is very serious indeed! I am
+sorry to hear you say that. The fund was, of course, for the
+propagation and spread of the red-heads as well as for their
+maintenance. It is exceedingly unfortunate that you should be a
+bachelor.'
+
+"My face lengthened at this, Mr. Holmes, for I thought that I was
+not to have the vacancy after all; but after thinking it over for
+a few minutes he said that it would be all right.
+
+"'In the case of another,' said he, 'the objection might be
+fatal, but we must stretch a point in favour of a man with such a
+head of hair as yours. When shall you be able to enter upon your
+new duties?'
+
+"'Well, it is a little awkward, for I have a business already,'
+said I.
+
+"'Oh, never mind about that, Mr. Wilson!' said Vincent Spaulding.
+'I should be able to look after that for you.'
+
+"'What would be the hours?' I asked.
+
+"'Ten to two.'
+
+"Now a pawnbroker's business is mostly done of an evening, Mr.
+Holmes, especially Thursday and Friday evening, which is just
+before pay-day; so it would suit me very well to earn a little in
+the mornings. Besides, I knew that my assistant was a good man,
+and that he would see to anything that turned up.
+
+"'That would suit me very well,' said I. 'And the pay?'
+
+"'Is 4 pounds a week.'
+
+"'And the work?'
+
+"'Is purely nominal.'
+
+"'What do you call purely nominal?'
+
+"'Well, you have to be in the office, or at least in the
+building, the whole time. If you leave, you forfeit your whole
+position forever. The will is very clear upon that point. You
+don't comply with the conditions if you budge from the office
+during that time.'
+
+"'It's only four hours a day, and I should not think of leaving,'
+said I.
+
+"'No excuse will avail,' said Mr. Duncan Ross; 'neither sickness
+nor business nor anything else. There you must stay, or you lose
+your billet.'
+
+"'And the work?'
+
+"'Is to copy out the "Encyclopaedia Britannica." There is the first
+volume of it in that press. You must find your own ink, pens, and
+blotting-paper, but we provide this table and chair. Will you be
+ready to-morrow?'
+
+"'Certainly,' I answered.
+
+"'Then, good-bye, Mr. Jabez Wilson, and let me congratulate you
+once more on the important position which you have been fortunate
+enough to gain.' He bowed me out of the room and I went home with
+my assistant, hardly knowing what to say or do, I was so pleased
+at my own good fortune.
+
+"Well, I thought over the matter all day, and by evening I was in
+low spirits again; for I had quite persuaded myself that the
+whole affair must be some great hoax or fraud, though what its
+object might be I could not imagine. It seemed altogether past
+belief that anyone could make such a will, or that they would pay
+such a sum for doing anything so simple as copying out the
+'Encyclopaedia Britannica.' Vincent Spaulding did what he could to
+cheer me up, but by bedtime I had reasoned myself out of the
+whole thing. However, in the morning I determined to have a look
+at it anyhow, so I bought a penny bottle of ink, and with a
+quill-pen, and seven sheets of foolscap paper, I started off for
+Pope's Court.
+
+"Well, to my surprise and delight, everything was as right as
+possible. The table was set out ready for me, and Mr. Duncan Ross
+was there to see that I got fairly to work. He started me off
+upon the letter A, and then he left me; but he would drop in from
+time to time to see that all was right with me. At two o'clock he
+bade me good-day, complimented me upon the amount that I had
+written, and locked the door of the office after me.
+
+"This went on day after day, Mr. Holmes, and on Saturday the
+manager came in and planked down four golden sovereigns for my
+week's work. It was the same next week, and the same the week
+after. Every morning I was there at ten, and every afternoon I
+left at two. By degrees Mr. Duncan Ross took to coming in only
+once of a morning, and then, after a time, he did not come in at
+all. Still, of course, I never dared to leave the room for an
+instant, for I was not sure when he might come, and the billet
+was such a good one, and suited me so well, that I would not risk
+the loss of it.
+
+"Eight weeks passed away like this, and I had written about
+Abbots and Archery and Armour and Architecture and Attica, and
+hoped with diligence that I might get on to the B's before very
+long. It cost me something in foolscap, and I had pretty nearly
+filled a shelf with my writings. And then suddenly the whole
+business came to an end."
+
+"To an end?"
+
+"Yes, sir. And no later than this morning. I went to my work as
+usual at ten o'clock, but the door was shut and locked, with a
+little square of cardboard hammered on to the middle of the
+panel with a tack. Here it is, and you can read for yourself."
+
+He held up a piece of white cardboard about the size of a sheet
+of note-paper. It read in this fashion:
+
+                  THE RED-HEADED LEAGUE
+
+                           IS
+
+                        DISSOLVED.
+
+                     October 9, 1890.
+
+Sherlock Holmes and I surveyed this curt announcement and the
+rueful face behind it, until the comical side of the affair so
+completely overtopped every other consideration that we both
+burst out into a roar of laughter.
+
+"I cannot see that there is anything very funny," cried our
+client, flushing up to the roots of his flaming head. "If you can
+do nothing better than laugh at me, I can go elsewhere."
+
+"No, no," cried Holmes, shoving him back into the chair from
+which he had half risen. "I really wouldn't miss your case for
+the world. It is most refreshingly unusual. But there is, if you
+will excuse my saying so, something just a little funny about it.
+Pray what steps did you take when you found the card upon the
+door?"
+
+"I was staggered, sir. I did not know what to do. Then I called
+at the offices round, but none of them seemed to know anything
+about it. Finally, I went to the landlord, who is an accountant
+living on the ground-floor, and I asked him if he could tell me
+what had become of the Red-headed League. He said that he had
+never heard of any such body. Then I asked him who Mr. Duncan
+Ross was. He answered that the name was new to him.
+
+"'Well,' said I, 'the gentleman at No. 4.'
+
+"'What, the red-headed man?'
+
+"'Yes.'
+
+"'Oh,' said he, 'his name was William Morris. He was a solicitor
+and was using my room as a temporary convenience until his new
+premises were ready. He moved out yesterday.'
+
+"'Where could I find him?'
+
+"'Oh, at his new offices. He did tell me the address. Yes, 17
+King Edward Street, near St. Paul's.'
+
+"I started off, Mr. Holmes, but when I got to that address it was
+a manufactory of artificial knee-caps, and no one in it had ever
+heard of either Mr. William Morris or Mr. Duncan Ross."
+
+"And what did you do then?" asked Holmes.
+
+"I went home to Saxe-Coburg Square, and I took the advice of my
+assistant. But he could not help me in any way. He could only say
+that if I waited I should hear by post. But that was not quite
+good enough, Mr. Holmes. I did not wish to lose such a place
+without a struggle, so, as I had heard that you were good enough
+to give advice to poor folk who were in need of it, I came right
+away to you."
+
+"And you did very wisely," said Holmes. "Your case is an
+exceedingly remarkable one, and I shall be happy to look into it.
+From what you have told me I think that it is possible that
+graver issues hang from it than might at first sight appear."
+
+"Grave enough!" said Mr. Jabez Wilson. "Why, I have lost four
+pound a week."
+
+"As far as you are personally concerned," remarked Holmes, "I do
+not see that you have any grievance against this extraordinary
+league. On the contrary, you are, as I understand, richer by some
+30 pounds, to say nothing of the minute knowledge which you have
+gained on every subject which comes under the letter A. You have
+lost nothing by them."
+
+"No, sir. But I want to find out about them, and who they are,
+and what their object was in playing this prank--if it was a
+prank--upon me. It was a pretty expensive joke for them, for it
+cost them two and thirty pounds."
+
+"We shall endeavour to clear up these points for you. And, first,
+one or two questions, Mr. Wilson. This assistant of yours who
+first called your attention to the advertisement--how long had he
+been with you?"
+
+"About a month then."
+
+"How did he come?"
+
+"In answer to an advertisement."
+
+"Was he the only applicant?"
+
+"No, I had a dozen."
+
+"Why did you pick him?"
+
+"Because he was handy and would come cheap."
+
+"At half-wages, in fact."
+
+"Yes."
+
+"What is he like, this Vincent Spaulding?"
+
+"Small, stout-built, very quick in his ways, no hair on his face,
+though he's not short of thirty. Has a white splash of acid upon
+his forehead."
+
+Holmes sat up in his chair in considerable excitement. "I thought
+as much," said he. "Have you ever observed that his ears are
+pierced for earrings?"
+
+"Yes, sir. He told me that a gipsy had done it for him when he
+was a lad."
+
+"Hum!" said Holmes, sinking back in deep thought. "He is still
+with you?"
+
+"Oh, yes, sir; I have only just left him."
+
+"And has your business been attended to in your absence?"
+
+"Nothing to complain of, sir. There's never very much to do of a
+morning."
+
+"That will do, Mr. Wilson. I shall be happy to give you an
+opinion upon the subject in the course of a day or two. To-day is
+Saturday, and I hope that by Monday we may come to a conclusion."
+
+"Well, Watson," said Holmes when our visitor had left us, "what
+do you make of it all?"
+
+"I make nothing of it," I answered frankly. "It is a most
+mysterious business."
+
+"As a rule," said Holmes, "the more bizarre a thing is the less
+mysterious it proves to be. It is your commonplace, featureless
+crimes which are really puzzling, just as a commonplace face is
+the most difficult to identify. But I must be prompt over this
+matter."
+
+"What are you going to do, then?" I asked.
+
+"To smoke," he answered. "It is quite a three pipe problem, and I
+beg that you won't speak to me for fifty minutes." He curled
+himself up in his chair, with his thin knees drawn up to his
+hawk-like nose, and there he sat with his eyes closed and his
+black clay pipe thrusting out like the bill of some strange bird.
+I had come to the conclusion that he had dropped asleep, and
+indeed was nodding myself, when he suddenly sprang out of his
+chair with the gesture of a man who has made up his mind and put
+his pipe down upon the mantelpiece.
+
+"Sarasate plays at the St. James's Hall this afternoon," he
+remarked. "What do you think, Watson? Could your patients spare
+you for a few hours?"
+
+"I have nothing to do to-day. My practice is never very
+absorbing."
+
+"Then put on your hat and come. I am going through the City
+first, and we can have some lunch on the way. I observe that
+there is a good deal of German music on the programme, which is
+rather more to my taste than Italian or French. It is
+introspective, and I want to introspect. Come along!"
+
+We travelled by the Underground as far as Aldersgate; and a short
+walk took us to Saxe-Coburg Square, the scene of the singular
+story which we had listened to in the morning. It was a poky,
+little, shabby-genteel place, where four lines of dingy
+two-storied brick houses looked out into a small railed-in
+enclosure, where a lawn of weedy grass and a few clumps of faded
+laurel-bushes made a hard fight against a smoke-laden and
+uncongenial atmosphere. Three gilt balls and a brown board with
+"JABEZ WILSON" in white letters, upon a corner house, announced
+the place where our red-headed client carried on his business.
+Sherlock Holmes stopped in front of it with his head on one side
+and looked it all over, with his eyes shining brightly between
+puckered lids. Then he walked slowly up the street, and then down
+again to the corner, still looking keenly at the houses. Finally
+he returned to the pawnbroker's, and, having thumped vigorously
+upon the pavement with his stick two or three times, he went up
+to the door and knocked. It was instantly opened by a
+bright-looking, clean-shaven young fellow, who asked him to step
+in.
+
+"Thank you," said Holmes, "I only wished to ask you how you would
+go from here to the Strand."
+
+"Third right, fourth left," answered the assistant promptly,
+closing the door.
+
+"Smart fellow, that," observed Holmes as we walked away. "He is,
+in my judgment, the fourth smartest man in London, and for daring
+I am not sure that he has not a claim to be third. I have known
+something of him before."
+
+"Evidently," said I, "Mr. Wilson's assistant counts for a good
+deal in this mystery of the Red-headed League. I am sure that you
+inquired your way merely in order that you might see him."
+
+"Not him."
+
+"What then?"
+
+"The knees of his trousers."
+
+"And what did you see?"
+
+"What I expected to see."
+
+"Why did you beat the pavement?"
+
+"My dear doctor, this is a time for observation, not for talk. We
+are spies in an enemy's country. We know something of Saxe-Coburg
+Square. Let us now explore the parts which lie behind it."
+
+The road in which we found ourselves as we turned round the
+corner from the retired Saxe-Coburg Square presented as great a
+contrast to it as the front of a picture does to the back. It was
+one of the main arteries which conveyed the traffic of the City
+to the north and west. The roadway was blocked with the immense
+stream of commerce flowing in a double tide inward and outward,
+while the footpaths were black with the hurrying swarm of
+pedestrians. It was difficult to realise as we looked at the line
+of fine shops and stately business premises that they really
+abutted on the other side upon the faded and stagnant square
+which we had just quitted.
+
+"Let me see," said Holmes, standing at the corner and glancing
+along the line, "I should like just to remember the order of the
+houses here. It is a hobby of mine to have an exact knowledge of
+London. There is Mortimer's, the tobacconist, the little
+newspaper shop, the Coburg branch of the City and Suburban Bank,
+the Vegetarian Restaurant, and McFarlane's carriage-building
+depot. That carries us right on to the other block. And now,
+Doctor, we've done our work, so it's time we had some play. A
+sandwich and a cup of coffee, and then off to violin-land, where
+all is sweetness and delicacy and harmony, and there are no
+red-headed clients to vex us with their conundrums."
+
+My friend was an enthusiastic musician, being himself not only a
+very capable performer but a composer of no ordinary merit. All
+the afternoon he sat in the stalls wrapped in the most perfect
+happiness, gently waving his long, thin fingers in time to the
+music, while his gently smiling face and his languid, dreamy eyes
+were as unlike those of Holmes the sleuth-hound, Holmes the
+relentless, keen-witted, ready-handed criminal agent, as it was
+possible to conceive. In his singular character the dual nature
+alternately asserted itself, and his extreme exactness and
+astuteness represented, as I have often thought, the reaction
+against the poetic and contemplative mood which occasionally
+predominated in him. The swing of his nature took him from
+extreme languor to devouring energy; and, as I knew well, he was
+never so truly formidable as when, for days on end, he had been
+lounging in his armchair amid his improvisations and his
+black-letter editions. Then it was that the lust of the chase
+would suddenly come upon him, and that his brilliant reasoning
+power would rise to the level of intuition, until those who were
+unacquainted with his methods would look askance at him as on a
+man whose knowledge was not that of other mortals. When I saw him
+that afternoon so enwrapped in the music at St. James's Hall I
+felt that an evil time might be coming upon those whom he had set
+himself to hunt down.
+
+"You want to go home, no doubt, Doctor," he remarked as we
+emerged.
+
+"Yes, it would be as well."
+
+"And I have some business to do which will take some hours. This
+business at Coburg Square is serious."
+
+"Why serious?"
+
+"A considerable crime is in contemplation. I have every reason to
+believe that we shall be in time to stop it. But to-day being
+Saturday rather complicates matters. I shall want your help
+to-night."
+
+"At what time?"
+
+"Ten will be early enough."
+
+"I shall be at Baker Street at ten."
+
+"Very well. And, I say, Doctor, there may be some little danger,
+so kindly put your army revolver in your pocket." He waved his
+hand, turned on his heel, and disappeared in an instant among the
+crowd.
+
+I trust that I am not more dense than my neighbours, but I was
+always oppressed with a sense of my own stupidity in my dealings
+with Sherlock Holmes. Here I had heard what he had heard, I had
+seen what he had seen, and yet from his words it was evident that
+he saw clearly not only what had happened but what was about to
+happen, while to me the whole business was still confused and
+grotesque. As I drove home to my house in Kensington I thought
+over it all, from the extraordinary story of the red-headed
+copier of the "Encyclopaedia" down to the visit to Saxe-Coburg
+Square, and the ominous words with which he had parted from me.
+What was this nocturnal expedition, and why should I go armed?
+Where were we going, and what were we to do? I had the hint from
+Holmes that this smooth-faced pawnbroker's assistant was a
+formidable man--a man who might play a deep game. I tried to
+puzzle it out, but gave it up in despair and set the matter aside
+until night should bring an explanation.
+
+It was a quarter-past nine when I started from home and made my
+way across the Park, and so through Oxford Street to Baker
+Street. Two hansoms were standing at the door, and as I entered
+the passage I heard the sound of voices from above. On entering
+his room I found Holmes in animated conversation with two men,
+one of whom I recognised as Peter Jones, the official police
+agent, while the other was a long, thin, sad-faced man, with a
+very shiny hat and oppressively respectable frock-coat.
+
+"Ha! Our party is complete," said Holmes, buttoning up his
+pea-jacket and taking his heavy hunting crop from the rack.
+"Watson, I think you know Mr. Jones, of Scotland Yard? Let me
+introduce you to Mr. Merryweather, who is to be our companion in
+to-night's adventure."
+
+"We're hunting in couples again, Doctor, you see," said Jones in
+his consequential way. "Our friend here is a wonderful man for
+starting a chase. All he wants is an old dog to help him to do
+the running down."
+
+"I hope a wild goose may not prove to be the end of our chase,"
+observed Mr. Merryweather gloomily.
+
+"You may place considerable confidence in Mr. Holmes, sir," said
+the police agent loftily. "He has his own little methods, which
+are, if he won't mind my saying so, just a little too theoretical
+and fantastic, but he has the makings of a detective in him. It
+is not too much to say that once or twice, as in that business of
+the Sholto murder and the Agra treasure, he has been more nearly
+correct than the official force."
+
+"Oh, if you say so, Mr. Jones, it is all right," said the
+stranger with deference. "Still, I confess that I miss my rubber.
+It is the first Saturday night for seven-and-twenty years that I
+have not had my rubber."
+
+"I think you will find," said Sherlock Holmes, "that you will
+play for a higher stake to-night than you have ever done yet, and
+that the play will be more exciting. For you, Mr. Merryweather,
+the stake will be some 30,000 pounds; and for you, Jones, it will
+be the man upon whom you wish to lay your hands."
+
+"John Clay, the murderer, thief, smasher, and forger. He's a
+young man, Mr. Merryweather, but he is at the head of his
+profession, and I would rather have my bracelets on him than on
+any criminal in London. He's a remarkable man, is young John
+Clay. His grandfather was a royal duke, and he himself has been
+to Eton and Oxford. His brain is as cunning as his fingers, and
+though we meet signs of him at every turn, we never know where to
+find the man himself. He'll crack a crib in Scotland one week,
+and be raising money to build an orphanage in Cornwall the next.
+I've been on his track for years and have never set eyes on him
+yet."
+
+"I hope that I may have the pleasure of introducing you to-night.
+I've had one or two little turns also with Mr. John Clay, and I
+agree with you that he is at the head of his profession. It is
+past ten, however, and quite time that we started. If you two
+will take the first hansom, Watson and I will follow in the
+second."
+
+Sherlock Holmes was not very communicative during the long drive
+and lay back in the cab humming the tunes which he had heard in
+the afternoon. We rattled through an endless labyrinth of gas-lit
+streets until we emerged into Farrington Street.
+
+"We are close there now," my friend remarked. "This fellow
+Merryweather is a bank director, and personally interested in the
+matter. I thought it as well to have Jones with us also. He is
+not a bad fellow, though an absolute imbecile in his profession.
+He has one positive virtue. He is as brave as a bulldog and as
+tenacious as a lobster if he gets his claws upon anyone. Here we
+are, and they are waiting for us."
+
+We had reached the same crowded thoroughfare in which we had
+found ourselves in the morning. Our cabs were dismissed, and,
+following the guidance of Mr. Merryweather, we passed down a
+narrow passage and through a side door, which he opened for us.
+Within there was a small corridor, which ended in a very massive
+iron gate. This also was opened, and led down a flight of winding
+stone steps, which terminated at another formidable gate. Mr.
+Merryweather stopped to light a lantern, and then conducted us
+down a dark, earth-smelling passage, and so, after opening a
+third door, into a huge vault or cellar, which was piled all
+round with crates and massive boxes.
+
+"You are not very vulnerable from above," Holmes remarked as he
+held up the lantern and gazed about him.
+
+"Nor from below," said Mr. Merryweather, striking his stick upon
+the flags which lined the floor. "Why, dear me, it sounds quite
+hollow!" he remarked, looking up in surprise.
+
+"I must really ask you to be a little more quiet!" said Holmes
+severely. "You have already imperilled the whole success of our
+expedition. Might I beg that you would have the goodness to sit
+down upon one of those boxes, and not to interfere?"
+
+The solemn Mr. Merryweather perched himself upon a crate, with a
+very injured expression upon his face, while Holmes fell upon his
+knees upon the floor and, with the lantern and a magnifying lens,
+began to examine minutely the cracks between the stones. A few
+seconds sufficed to satisfy him, for he sprang to his feet again
+and put his glass in his pocket.
+
+"We have at least an hour before us," he remarked, "for they can
+hardly take any steps until the good pawnbroker is safely in bed.
+Then they will not lose a minute, for the sooner they do their
+work the longer time they will have for their escape. We are at
+present, Doctor--as no doubt you have divined--in the cellar of
+the City branch of one of the principal London banks. Mr.
+Merryweather is the chairman of directors, and he will explain to
+you that there are reasons why the more daring criminals of
+London should take a considerable interest in this cellar at
+present."
+
+"It is our French gold," whispered the director. "We have had
+several warnings that an attempt might be made upon it."
+
+"Your French gold?"
+
+"Yes. We had occasion some months ago to strengthen our resources
+and borrowed for that purpose 30,000 napoleons from the Bank of
+France. It has become known that we have never had occasion to
+unpack the money, and that it is still lying in our cellar. The
+crate upon which I sit contains 2,000 napoleons packed between
+layers of lead foil. Our reserve of bullion is much larger at
+present than is usually kept in a single branch office, and the
+directors have had misgivings upon the subject."
+
+"Which were very well justified," observed Holmes. "And now it is
+time that we arranged our little plans. I expect that within an
+hour matters will come to a head. In the meantime Mr.
+Merryweather, we must put the screen over that dark lantern."
+
+"And sit in the dark?"
+
+"I am afraid so. I had brought a pack of cards in my pocket, and
+I thought that, as we were a partie carrée, you might have your
+rubber after all. But I see that the enemy's preparations have
+gone so far that we cannot risk the presence of a light. And,
+first of all, we must choose our positions. These are daring men,
+and though we shall take them at a disadvantage, they may do us
+some harm unless we are careful. I shall stand behind this crate,
+and do you conceal yourselves behind those. Then, when I flash a
+light upon them, close in swiftly. If they fire, Watson, have no
+compunction about shooting them down."
+
+I placed my revolver, cocked, upon the top of the wooden case
+behind which I crouched. Holmes shot the slide across the front
+of his lantern and left us in pitch darkness--such an absolute
+darkness as I have never before experienced. The smell of hot
+metal remained to assure us that the light was still there, ready
+to flash out at a moment's notice. To me, with my nerves worked
+up to a pitch of expectancy, there was something depressing and
+subduing in the sudden gloom, and in the cold dank air of the
+vault.
+
+"They have but one retreat," whispered Holmes. "That is back
+through the house into Saxe-Coburg Square. I hope that you have
+done what I asked you, Jones?"
+
+"I have an inspector and two officers waiting at the front door."
+
+"Then we have stopped all the holes. And now we must be silent
+and wait."
+
+What a time it seemed! From comparing notes afterwards it was but
+an hour and a quarter, yet it appeared to me that the night must
+have almost gone and the dawn be breaking above us. My limbs
+were weary and stiff, for I feared to change my position; yet my
+nerves were worked up to the highest pitch of tension, and my
+hearing was so acute that I could not only hear the gentle
+breathing of my companions, but I could distinguish the deeper,
+heavier in-breath of the bulky Jones from the thin, sighing note
+of the bank director. From my position I could look over the case
+in the direction of the floor. Suddenly my eyes caught the glint
+of a light.
+
+At first it was but a lurid spark upon the stone pavement. Then
+it lengthened out until it became a yellow line, and then,
+without any warning or sound, a gash seemed to open and a hand
+appeared, a white, almost womanly hand, which felt about in the
+centre of the little area of light. For a minute or more the
+hand, with its writhing fingers, protruded out of the floor. Then
+it was withdrawn as suddenly as it appeared, and all was dark
+again save the single lurid spark which marked a chink between
+the stones.
+
+Its disappearance, however, was but momentary. With a rending,
+tearing sound, one of the broad, white stones turned over upon
+its side and left a square, gaping hole, through which streamed
+the light of a lantern. Over the edge there peeped a clean-cut,
+boyish face, which looked keenly about it, and then, with a hand
+on either side of the aperture, drew itself shoulder-high and
+waist-high, until one knee rested upon the edge. In another
+instant he stood at the side of the hole and was hauling after
+him a companion, lithe and small like himself, with a pale face
+and a shock of very red hair.
+
+"It's all clear," he whispered. "Have you the chisel and the
+bags? Great Scott! Jump, Archie, jump, and I'll swing for it!"
+
+Sherlock Holmes had sprung out and seized the intruder by the
+collar. The other dived down the hole, and I heard the sound of
+rending cloth as Jones clutched at his skirts. The light flashed
+upon the barrel of a revolver, but Holmes' hunting crop came
+down on the man's wrist, and the pistol clinked upon the stone
+floor.
+
+"It's no use, John Clay," said Holmes blandly. "You have no
+chance at all."
+
+"So I see," the other answered with the utmost coolness. "I fancy
+that my pal is all right, though I see you have got his
+coat-tails."
+
+"There are three men waiting for him at the door," said Holmes.
+
+"Oh, indeed! You seem to have done the thing very completely. I
+must compliment you."
+
+"And I you," Holmes answered. "Your red-headed idea was very new
+and effective."
+
+"You'll see your pal again presently," said Jones. "He's quicker
+at climbing down holes than I am. Just hold out while I fix the
+derbies."
+
+"I beg that you will not touch me with your filthy hands,"
+remarked our prisoner as the handcuffs clattered upon his wrists.
+"You may not be aware that I have royal blood in my veins. Have
+the goodness, also, when you address me always to say 'sir' and
+'please.'"
+
+"All right," said Jones with a stare and a snigger. "Well, would
+you please, sir, march upstairs, where we can get a cab to carry
+your Highness to the police-station?"
+
+"That is better," said John Clay serenely. He made a sweeping bow
+to the three of us and walked quietly off in the custody of the
+detective.
+
+"Really, Mr. Holmes," said Mr. Merryweather as we followed them
+from the cellar, "I do not know how the bank can thank you or
+repay you. There is no doubt that you have detected and defeated
+in the most complete manner one of the most determined attempts
+at bank robbery that have ever come within my experience."
+
+"I have had one or two little scores of my own to settle with Mr.
+John Clay," said Holmes. "I have been at some small expense over
+this matter, which I shall expect the bank to refund, but beyond
+that I am amply repaid by having had an experience which is in
+many ways unique, and by hearing the very remarkable narrative of
+the Red-headed League."
+
+
+"You see, Watson," he explained in the early hours of the morning
+as we sat over a glass of whisky and soda in Baker Street, "it
+was perfectly obvious from the first that the only possible
+object of this rather fantastic business of the advertisement of
+the League, and the copying of the 'Encyclopaedia,' must be to get
+this not over-bright pawnbroker out of the way for a number of
+hours every day. It was a curious way of managing it, but,
+really, it would be difficult to suggest a better. The method was
+no doubt suggested to Clay's ingenious mind by the colour of his
+accomplice's hair. The 4 pounds a week was a lure which must draw
+him, and what was it to them, who were playing for thousands?
+They put in the advertisement, one rogue has the temporary
+office, the other rogue incites the man to apply for it, and
+together they manage to secure his absence every morning in the
+week. From the time that I heard of the assistant having come for
+half wages, it was obvious to me that he had some strong motive
+for securing the situation."
+
+"But how could you guess what the motive was?"
+
+"Had there been women in the house, I should have suspected a
+mere vulgar intrigue. That, however, was out of the question. The
+man's business was a small one, and there was nothing in his
+house which could account for such elaborate preparations, and
+such an expenditure as they were at. It must, then, be something
+out of the house. What could it be? I thought of the assistant's
+fondness for photography, and his trick of vanishing into the
+cellar. The cellar! There was the end of this tangled clue. Then
+I made inquiries as to this mysterious assistant and found that I
+had to deal with one of the coolest and most daring criminals in
+London. He was doing something in the cellar--something which
+took many hours a day for months on end. What could it be, once
+more? I could think of nothing save that he was running a tunnel
+to some other building.
+
+"So far I had got when we went to visit the scene of action. I
+surprised you by beating upon the pavement with my stick. I was
+ascertaining whether the cellar stretched out in front or behind.
+It was not in front. Then I rang the bell, and, as I hoped, the
+assistant answered it. We have had some skirmishes, but we had
+never set eyes upon each other before. I hardly looked at his
+face. His knees were what I wished to see. You must yourself have
+remarked how worn, wrinkled, and stained they were. They spoke of
+those hours of burrowing. The only remaining point was what they
+were burrowing for. I walked round the corner, saw the City and
+Suburban Bank abutted on our friend's premises, and felt that I
+had solved my problem. When you drove home after the concert I
+called upon Scotland Yard and upon the chairman of the bank
+directors, with the result that you have seen."
+
+"And how could you tell that they would make their attempt
+to-night?" I asked.
+
+"Well, when they closed their League offices that was a sign that
+they cared no longer about Mr. Jabez Wilson's presence--in other
+words, that they had completed their tunnel. But it was essential
+that they should use it soon, as it might be discovered, or the
+bullion might be removed. Saturday would suit them better than
+any other day, as it would give them two days for their escape.
+For all these reasons I expected them to come to-night."
+
+"You reasoned it out beautifully," I exclaimed in unfeigned
+admiration. "It is so long a chain, and yet every link rings
+true."
+
+"It saved me from ennui," he answered, yawning. "Alas! I already
+feel it closing in upon me. My life is spent in one long effort
+to escape from the commonplaces of existence. These little
+problems help me to do so."
+
+"And you are a benefactor of the race," said I.
+
+He shrugged his shoulders. "Well, perhaps, after all, it is of
+some little use," he remarked. "'L'homme c'est rien--l'oeuvre
+c'est tout,' as Gustave Flaubert wrote to George Sand."
+
+
+
+ADVENTURE III. A CASE OF IDENTITY
+
+"My dear fellow," said Sherlock Holmes as we sat on either side
+of the fire in his lodgings at Baker Street, "life is infinitely
+stranger than anything which the mind of man could invent. We
+would not dare to conceive the things which are really mere
+commonplaces of existence. If we could fly out of that window
+hand in hand, hover over this great city, gently remove the
+roofs, and peep in at the queer things which are going on, the
+strange coincidences, the plannings, the cross-purposes, the
+wonderful chains of events, working through generations, and
+leading to the most outré results, it would make all fiction with
+its conventionalities and foreseen conclusions most stale and
+unprofitable."
+
+"And yet I am not convinced of it," I answered. "The cases which
+come to light in the papers are, as a rule, bald enough, and
+vulgar enough. We have in our police reports realism pushed to
+its extreme limits, and yet the result is, it must be confessed,
+neither fascinating nor artistic."
+
+"A certain selection and discretion must be used in producing a
+realistic effect," remarked Holmes. "This is wanting in the
+police report, where more stress is laid, perhaps, upon the
+platitudes of the magistrate than upon the details, which to an
+observer contain the vital essence of the whole matter. Depend
+upon it, there is nothing so unnatural as the commonplace."
+
+I smiled and shook my head. "I can quite understand your thinking
+so," I said. "Of course, in your position of unofficial adviser
+and helper to everybody who is absolutely puzzled, throughout
+three continents, you are brought in contact with all that is
+strange and bizarre. But here"--I picked up the morning paper
+from the ground--"let us put it to a practical test. Here is the
+first heading upon which I come. 'A husband's cruelty to his
+wife.' There is half a column of print, but I know without
+reading it that it is all perfectly familiar to me. There is, of
+course, the other woman, the drink, the push, the blow, the
+bruise, the sympathetic sister or landlady. The crudest of
+writers could invent nothing more crude."
+
+"Indeed, your example is an unfortunate one for your argument,"
+said Holmes, taking the paper and glancing his eye down it. "This
+is the Dundas separation case, and, as it happens, I was engaged
+in clearing up some small points in connection with it. The
+husband was a teetotaler, there was no other woman, and the
+conduct complained of was that he had drifted into the habit of
+winding up every meal by taking out his false teeth and hurling
+them at his wife, which, you will allow, is not an action likely
+to occur to the imagination of the average story-teller. Take a
+pinch of snuff, Doctor, and acknowledge that I have scored over
+you in your example."
+
+He held out his snuffbox of old gold, with a great amethyst in
+the centre of the lid. Its splendour was in such contrast to his
+homely ways and simple life that I could not help commenting upon
+it.
+
+"Ah," said he, "I forgot that I had not seen you for some weeks.
+It is a little souvenir from the King of Bohemia in return for my
+assistance in the case of the Irene Adler papers."
+
+"And the ring?" I asked, glancing at a remarkable brilliant which
+sparkled upon his finger.
+
+"It was from the reigning family of Holland, though the matter in
+which I served them was of such delicacy that I cannot confide it
+even to you, who have been good enough to chronicle one or two of
+my little problems."
+
+"And have you any on hand just now?" I asked with interest.
+
+"Some ten or twelve, but none which present any feature of
+interest. They are important, you understand, without being
+interesting. Indeed, I have found that it is usually in
+unimportant matters that there is a field for the observation,
+and for the quick analysis of cause and effect which gives the
+charm to an investigation. The larger crimes are apt to be the
+simpler, for the bigger the crime the more obvious, as a rule, is
+the motive. In these cases, save for one rather intricate matter
+which has been referred to me from Marseilles, there is nothing
+which presents any features of interest. It is possible, however,
+that I may have something better before very many minutes are
+over, for this is one of my clients, or I am much mistaken."
+
+He had risen from his chair and was standing between the parted
+blinds gazing down into the dull neutral-tinted London street.
+Looking over his shoulder, I saw that on the pavement opposite
+there stood a large woman with a heavy fur boa round her neck,
+and a large curling red feather in a broad-brimmed hat which was
+tilted in a coquettish Duchess of Devonshire fashion over her
+ear. From under this great panoply she peeped up in a nervous,
+hesitating fashion at our windows, while her body oscillated
+backward and forward, and her fingers fidgeted with her glove
+buttons. Suddenly, with a plunge, as of the swimmer who leaves
+the bank, she hurried across the road, and we heard the sharp
+clang of the bell.
+
+"I have seen those symptoms before," said Holmes, throwing his
+cigarette into the fire. "Oscillation upon the pavement always
+means an affaire de coeur. She would like advice, but is not sure
+that the matter is not too delicate for communication. And yet
+even here we may discriminate. When a woman has been seriously
+wronged by a man she no longer oscillates, and the usual symptom
+is a broken bell wire. Here we may take it that there is a love
+matter, but that the maiden is not so much angry as perplexed, or
+grieved. But here she comes in person to resolve our doubts."
+
+As he spoke there was a tap at the door, and the boy in buttons
+entered to announce Miss Mary Sutherland, while the lady herself
+loomed behind his small black figure like a full-sailed
+merchant-man behind a tiny pilot boat. Sherlock Holmes welcomed
+her with the easy courtesy for which he was remarkable, and,
+having closed the door and bowed her into an armchair, he looked
+her over in the minute and yet abstracted fashion which was
+peculiar to him.
+
+"Do you not find," he said, "that with your short sight it is a
+little trying to do so much typewriting?"
+
+"I did at first," she answered, "but now I know where the letters
+are without looking." Then, suddenly realising the full purport
+of his words, she gave a violent start and looked up, with fear
+and astonishment upon her broad, good-humoured face. "You've
+heard about me, Mr. Holmes," she cried, "else how could you know
+all that?"
+
+"Never mind," said Holmes, laughing; "it is my business to know
+things. Perhaps I have trained myself to see what others
+overlook. If not, why should you come to consult me?"
+
+"I came to you, sir, because I heard of you from Mrs. Etherege,
+whose husband you found so easy when the police and everyone had
+given him up for dead. Oh, Mr. Holmes, I wish you would do as
+much for me. I'm not rich, but still I have a hundred a year in
+my own right, besides the little that I make by the machine, and
+I would give it all to know what has become of Mr. Hosmer Angel."
+
+"Why did you come away to consult me in such a hurry?" asked
+Sherlock Holmes, with his finger-tips together and his eyes to
+the ceiling.
+
+Again a startled look came over the somewhat vacuous face of Miss
+Mary Sutherland. "Yes, I did bang out of the house," she said,
+"for it made me angry to see the easy way in which Mr.
+Windibank--that is, my father--took it all. He would not go to
+the police, and he would not go to you, and so at last, as he
+would do nothing and kept on saying that there was no harm done,
+it made me mad, and I just on with my things and came right away
+to you."
+
+"Your father," said Holmes, "your stepfather, surely, since the
+name is different."
+
+"Yes, my stepfather. I call him father, though it sounds funny,
+too, for he is only five years and two months older than myself."
+
+"And your mother is alive?"
+
+"Oh, yes, mother is alive and well. I wasn't best pleased, Mr.
+Holmes, when she married again so soon after father's death, and
+a man who was nearly fifteen years younger than herself. Father
+was a plumber in the Tottenham Court Road, and he left a tidy
+business behind him, which mother carried on with Mr. Hardy, the
+foreman; but when Mr. Windibank came he made her sell the
+business, for he was very superior, being a traveller in wines.
+They got 4700 pounds for the goodwill and interest, which wasn't
+near as much as father could have got if he had been alive."
+
+I had expected to see Sherlock Holmes impatient under this
+rambling and inconsequential narrative, but, on the contrary, he
+had listened with the greatest concentration of attention.
+
+"Your own little income," he asked, "does it come out of the
+business?"
+
+"Oh, no, sir. It is quite separate and was left me by my uncle
+Ned in Auckland. It is in New Zealand stock, paying 4 1/2 per
+cent. Two thousand five hundred pounds was the amount, but I can
+only touch the interest."
+
+"You interest me extremely," said Holmes. "And since you draw so
+large a sum as a hundred a year, with what you earn into the
+bargain, you no doubt travel a little and indulge yourself in
+every way. I believe that a single lady can get on very nicely
+upon an income of about 60 pounds."
+
+"I could do with much less than that, Mr. Holmes, but you
+understand that as long as I live at home I don't wish to be a
+burden to them, and so they have the use of the money just while
+I am staying with them. Of course, that is only just for the
+time. Mr. Windibank draws my interest every quarter and pays it
+over to mother, and I find that I can do pretty well with what I
+earn at typewriting. It brings me twopence a sheet, and I can
+often do from fifteen to twenty sheets in a day."
+
+"You have made your position very clear to me," said Holmes.
+"This is my friend, Dr. Watson, before whom you can speak as
+freely as before myself. Kindly tell us now all about your
+connection with Mr. Hosmer Angel."
+
+A flush stole over Miss Sutherland's face, and she picked
+nervously at the fringe of her jacket. "I met him first at the
+gasfitters' ball," she said. "They used to send father tickets
+when he was alive, and then afterwards they remembered us, and
+sent them to mother. Mr. Windibank did not wish us to go. He
+never did wish us to go anywhere. He would get quite mad if I
+wanted so much as to join a Sunday-school treat. But this time I
+was set on going, and I would go; for what right had he to
+prevent? He said the folk were not fit for us to know, when all
+father's friends were to be there. And he said that I had nothing
+fit to wear, when I had my purple plush that I had never so much
+as taken out of the drawer. At last, when nothing else would do,
+he went off to France upon the business of the firm, but we went,
+mother and I, with Mr. Hardy, who used to be our foreman, and it
+was there I met Mr. Hosmer Angel."
+
+"I suppose," said Holmes, "that when Mr. Windibank came back from
+France he was very annoyed at your having gone to the ball."
+
+"Oh, well, he was very good about it. He laughed, I remember, and
+shrugged his shoulders, and said there was no use denying
+anything to a woman, for she would have her way."
+
+"I see. Then at the gasfitters' ball you met, as I understand, a
+gentleman called Mr. Hosmer Angel."
+
+"Yes, sir. I met him that night, and he called next day to ask if
+we had got home all safe, and after that we met him--that is to
+say, Mr. Holmes, I met him twice for walks, but after that father
+came back again, and Mr. Hosmer Angel could not come to the house
+any more."
+
+"No?"
+
+"Well, you know father didn't like anything of the sort. He
+wouldn't have any visitors if he could help it, and he used to
+say that a woman should be happy in her own family circle. But
+then, as I used to say to mother, a woman wants her own circle to
+begin with, and I had not got mine yet."
+
+"But how about Mr. Hosmer Angel? Did he make no attempt to see
+you?"
+
+"Well, father was going off to France again in a week, and Hosmer
+wrote and said that it would be safer and better not to see each
+other until he had gone. We could write in the meantime, and he
+used to write every day. I took the letters in in the morning, so
+there was no need for father to know."
+
+"Were you engaged to the gentleman at this time?"
+
+"Oh, yes, Mr. Holmes. We were engaged after the first walk that
+we took. Hosmer--Mr. Angel--was a cashier in an office in
+Leadenhall Street--and--"
+
+"What office?"
+
+"That's the worst of it, Mr. Holmes, I don't know."
+
+"Where did he live, then?"
+
+"He slept on the premises."
+
+"And you don't know his address?"
+
+"No--except that it was Leadenhall Street."
+
+"Where did you address your letters, then?"
+
+"To the Leadenhall Street Post Office, to be left till called
+for. He said that if they were sent to the office he would be
+chaffed by all the other clerks about having letters from a lady,
+so I offered to typewrite them, like he did his, but he wouldn't
+have that, for he said that when I wrote them they seemed to come
+from me, but when they were typewritten he always felt that the
+machine had come between us. That will just show you how fond he
+was of me, Mr. Holmes, and the little things that he would think
+of."
+
+"It was most suggestive," said Holmes. "It has long been an axiom
+of mine that the little things are infinitely the most important.
+Can you remember any other little things about Mr. Hosmer Angel?"
+
+"He was a very shy man, Mr. Holmes. He would rather walk with me
+in the evening than in the daylight, for he said that he hated to
+be conspicuous. Very retiring and gentlemanly he was. Even his
+voice was gentle. He'd had the quinsy and swollen glands when he
+was young, he told me, and it had left him with a weak throat,
+and a hesitating, whispering fashion of speech. He was always
+well dressed, very neat and plain, but his eyes were weak, just
+as mine are, and he wore tinted glasses against the glare."
+
+"Well, and what happened when Mr. Windibank, your stepfather,
+returned to France?"
+
+"Mr. Hosmer Angel came to the house again and proposed that we
+should marry before father came back. He was in dreadful earnest
+and made me swear, with my hands on the Testament, that whatever
+happened I would always be true to him. Mother said he was quite
+right to make me swear, and that it was a sign of his passion.
+Mother was all in his favour from the first and was even fonder
+of him than I was. Then, when they talked of marrying within the
+week, I began to ask about father; but they both said never to
+mind about father, but just to tell him afterwards, and mother
+said she would make it all right with him. I didn't quite like
+that, Mr. Holmes. It seemed funny that I should ask his leave, as
+he was only a few years older than me; but I didn't want to do
+anything on the sly, so I wrote to father at Bordeaux, where the
+company has its French offices, but the letter came back to me on
+the very morning of the wedding."
+
+"It missed him, then?"
+
+"Yes, sir; for he had started to England just before it arrived."
+
+"Ha! that was unfortunate. Your wedding was arranged, then, for
+the Friday. Was it to be in church?"
+
+"Yes, sir, but very quietly. It was to be at St. Saviour's, near
+King's Cross, and we were to have breakfast afterwards at the St.
+Pancras Hotel. Hosmer came for us in a hansom, but as there were
+two of us he put us both into it and stepped himself into a
+four-wheeler, which happened to be the only other cab in the
+street. We got to the church first, and when the four-wheeler
+drove up we waited for him to step out, but he never did, and
+when the cabman got down from the box and looked there was no one
+there! The cabman said that he could not imagine what had become
+of him, for he had seen him get in with his own eyes. That was
+last Friday, Mr. Holmes, and I have never seen or heard anything
+since then to throw any light upon what became of him."
+
+"It seems to me that you have been very shamefully treated," said
+Holmes.
+
+"Oh, no, sir! He was too good and kind to leave me so. Why, all
+the morning he was saying to me that, whatever happened, I was to
+be true; and that even if something quite unforeseen occurred to
+separate us, I was always to remember that I was pledged to him,
+and that he would claim his pledge sooner or later. It seemed
+strange talk for a wedding-morning, but what has happened since
+gives a meaning to it."
+
+"Most certainly it does. Your own opinion is, then, that some
+unforeseen catastrophe has occurred to him?"
+
+"Yes, sir. I believe that he foresaw some danger, or else he
+would not have talked so. And then I think that what he foresaw
+happened."
+
+"But you have no notion as to what it could have been?"
+
+"None."
+
+"One more question. How did your mother take the matter?"
+
+"She was angry, and said that I was never to speak of the matter
+again."
+
+"And your father? Did you tell him?"
+
+"Yes; and he seemed to think, with me, that something had
+happened, and that I should hear of Hosmer again. As he said,
+what interest could anyone have in bringing me to the doors of
+the church, and then leaving me? Now, if he had borrowed my
+money, or if he had married me and got my money settled on him,
+there might be some reason, but Hosmer was very independent about
+money and never would look at a shilling of mine. And yet, what
+could have happened? And why could he not write? Oh, it drives me
+half-mad to think of it, and I can't sleep a wink at night." She
+pulled a little handkerchief out of her muff and began to sob
+heavily into it.
+
+"I shall glance into the case for you," said Holmes, rising, "and
+I have no doubt that we shall reach some definite result. Let the
+weight of the matter rest upon me now, and do not let your mind
+dwell upon it further. Above all, try to let Mr. Hosmer Angel
+vanish from your memory, as he has done from your life."
+
+"Then you don't think I'll see him again?"
+
+"I fear not."
+
+"Then what has happened to him?"
+
+"You will leave that question in my hands. I should like an
+accurate description of him and any letters of his which you can
+spare."
+
+"I advertised for him in last Saturday's Chronicle," said she.
+"Here is the slip and here are four letters from him."
+
+"Thank you. And your address?"
+
+"No. 31 Lyon Place, Camberwell."
+
+"Mr. Angel's address you never had, I understand. Where is your
+father's place of business?"
+
+"He travels for Westhouse & Marbank, the great claret importers
+of Fenchurch Street."
+
+"Thank you. You have made your statement very clearly. You will
+leave the papers here, and remember the advice which I have given
+you. Let the whole incident be a sealed book, and do not allow it
+to affect your life."
+
+"You are very kind, Mr. Holmes, but I cannot do that. I shall be
+true to Hosmer. He shall find me ready when he comes back."
+
+For all the preposterous hat and the vacuous face, there was
+something noble in the simple faith of our visitor which
+compelled our respect. She laid her little bundle of papers upon
+the table and went her way, with a promise to come again whenever
+she might be summoned.
+
+Sherlock Holmes sat silent for a few minutes with his fingertips
+still pressed together, his legs stretched out in front of him,
+and his gaze directed upward to the ceiling. Then he took down
+from the rack the old and oily clay pipe, which was to him as a
+counsellor, and, having lit it, he leaned back in his chair, with
+the thick blue cloud-wreaths spinning up from him, and a look of
+infinite languor in his face.
+
+"Quite an interesting study, that maiden," he observed. "I found
+her more interesting than her little problem, which, by the way,
+is rather a trite one. You will find parallel cases, if you
+consult my index, in Andover in '77, and there was something of
+the sort at The Hague last year. Old as is the idea, however,
+there were one or two details which were new to me. But the
+maiden herself was most instructive."
+
+"You appeared to read a good deal upon her which was quite
+invisible to me," I remarked.
+
+"Not invisible but unnoticed, Watson. You did not know where to
+look, and so you missed all that was important. I can never bring
+you to realise the importance of sleeves, the suggestiveness of
+thumb-nails, or the great issues that may hang from a boot-lace.
+Now, what did you gather from that woman's appearance? Describe
+it."
+
+"Well, she had a slate-coloured, broad-brimmed straw hat, with a
+feather of a brickish red. Her jacket was black, with black beads
+sewn upon it, and a fringe of little black jet ornaments. Her
+dress was brown, rather darker than coffee colour, with a little
+purple plush at the neck and sleeves. Her gloves were greyish and
+were worn through at the right forefinger. Her boots I didn't
+observe. She had small round, hanging gold earrings, and a
+general air of being fairly well-to-do in a vulgar, comfortable,
+easy-going way."
+
+Sherlock Holmes clapped his hands softly together and chuckled.
+
+"'Pon my word, Watson, you are coming along wonderfully. You have
+really done very well indeed. It is true that you have missed
+everything of importance, but you have hit upon the method, and
+you have a quick eye for colour. Never trust to general
+impressions, my boy, but concentrate yourself upon details. My
+first glance is always at a woman's sleeve. In a man it is
+perhaps better first to take the knee of the trouser. As you
+observe, this woman had plush upon her sleeves, which is a most
+useful material for showing traces. The double line a little
+above the wrist, where the typewritist presses against the table,
+was beautifully defined. The sewing-machine, of the hand type,
+leaves a similar mark, but only on the left arm, and on the side
+of it farthest from the thumb, instead of being right across the
+broadest part, as this was. I then glanced at her face, and,
+observing the dint of a pince-nez at either side of her nose, I
+ventured a remark upon short sight and typewriting, which seemed
+to surprise her."
+
+"It surprised me."
+
+"But, surely, it was obvious. I was then much surprised and
+interested on glancing down to observe that, though the boots
+which she was wearing were not unlike each other, they were
+really odd ones; the one having a slightly decorated toe-cap, and
+the other a plain one. One was buttoned only in the two lower
+buttons out of five, and the other at the first, third, and
+fifth. Now, when you see that a young lady, otherwise neatly
+dressed, has come away from home with odd boots, half-buttoned,
+it is no great deduction to say that she came away in a hurry."
+
+"And what else?" I asked, keenly interested, as I always was, by
+my friend's incisive reasoning.
+
+"I noted, in passing, that she had written a note before leaving
+home but after being fully dressed. You observed that her right
+glove was torn at the forefinger, but you did not apparently see
+that both glove and finger were stained with violet ink. She had
+written in a hurry and dipped her pen too deep. It must have been
+this morning, or the mark would not remain clear upon the finger.
+All this is amusing, though rather elementary, but I must go back
+to business, Watson. Would you mind reading me the advertised
+description of Mr. Hosmer Angel?"
+
+I held the little printed slip to the light.
+
+"Missing," it said, "on the morning of the fourteenth, a gentleman
+named Hosmer Angel. About five ft. seven in. in height;
+strongly built, sallow complexion, black hair, a little bald in
+the centre, bushy, black side-whiskers and moustache; tinted
+glasses, slight infirmity of speech. Was dressed, when last seen,
+in black frock-coat faced with silk, black waistcoat, gold Albert
+chain, and grey Harris tweed trousers, with brown gaiters over
+elastic-sided boots. Known to have been employed in an office in
+Leadenhall Street. Anybody bringing--"
+
+"That will do," said Holmes. "As to the letters," he continued,
+glancing over them, "they are very commonplace. Absolutely no
+clue in them to Mr. Angel, save that he quotes Balzac once. There
+is one remarkable point, however, which will no doubt strike
+you."
+
+"They are typewritten," I remarked.
+
+"Not only that, but the signature is typewritten. Look at the
+neat little 'Hosmer Angel' at the bottom. There is a date, you
+see, but no superscription except Leadenhall Street, which is
+rather vague. The point about the signature is very suggestive--in
+fact, we may call it conclusive."
+
+"Of what?"
+
+"My dear fellow, is it possible you do not see how strongly it
+bears upon the case?"
+
+"I cannot say that I do unless it were that he wished to be able
+to deny his signature if an action for breach of promise were
+instituted."
+
+"No, that was not the point. However, I shall write two letters,
+which should settle the matter. One is to a firm in the City, the
+other is to the young lady's stepfather, Mr. Windibank, asking
+him whether he could meet us here at six o'clock tomorrow
+evening. It is just as well that we should do business with the
+male relatives. And now, Doctor, we can do nothing until the
+answers to those letters come, so we may put our little problem
+upon the shelf for the interim."
+
+I had had so many reasons to believe in my friend's subtle powers
+of reasoning and extraordinary energy in action that I felt that
+he must have some solid grounds for the assured and easy
+demeanour with which he treated the singular mystery which he had
+been called upon to fathom. Once only had I known him to fail, in
+the case of the King of Bohemia and of the Irene Adler
+photograph; but when I looked back to the weird business of the
+Sign of Four, and the extraordinary circumstances connected with
+the Study in Scarlet, I felt that it would be a strange tangle
+indeed which he could not unravel.
+
+I left him then, still puffing at his black clay pipe, with the
+conviction that when I came again on the next evening I would
+find that he held in his hands all the clues which would lead up
+to the identity of the disappearing bridegroom of Miss Mary
+Sutherland.
+
+A professional case of great gravity was engaging my own
+attention at the time, and the whole of next day I was busy at
+the bedside of the sufferer. It was not until close upon six
+o'clock that I found myself free and was able to spring into a
+hansom and drive to Baker Street, half afraid that I might be too
+late to assist at the dénouement of the little mystery. I found
+Sherlock Holmes alone, however, half asleep, with his long, thin
+form curled up in the recesses of his armchair. A formidable
+array of bottles and test-tubes, with the pungent cleanly smell
+of hydrochloric acid, told me that he had spent his day in the
+chemical work which was so dear to him.
+
+"Well, have you solved it?" I asked as I entered.
+
+"Yes. It was the bisulphate of baryta."
+
+"No, no, the mystery!" I cried.
+
+"Oh, that! I thought of the salt that I have been working upon.
+There was never any mystery in the matter, though, as I said
+yesterday, some of the details are of interest. The only drawback
+is that there is no law, I fear, that can touch the scoundrel."
+
+"Who was he, then, and what was his object in deserting Miss
+Sutherland?"
+
+The question was hardly out of my mouth, and Holmes had not yet
+opened his lips to reply, when we heard a heavy footfall in the
+passage and a tap at the door.
+
+"This is the girl's stepfather, Mr. James Windibank," said
+Holmes. "He has written to me to say that he would be here at
+six. Come in!"
+
+The man who entered was a sturdy, middle-sized fellow, some
+thirty years of age, clean-shaven, and sallow-skinned, with a
+bland, insinuating manner, and a pair of wonderfully sharp and
+penetrating grey eyes. He shot a questioning glance at each of
+us, placed his shiny top-hat upon the sideboard, and with a
+slight bow sidled down into the nearest chair.
+
+"Good-evening, Mr. James Windibank," said Holmes. "I think that
+this typewritten letter is from you, in which you made an
+appointment with me for six o'clock?"
+
+"Yes, sir. I am afraid that I am a little late, but I am not
+quite my own master, you know. I am sorry that Miss Sutherland
+has troubled you about this little matter, for I think it is far
+better not to wash linen of the sort in public. It was quite
+against my wishes that she came, but she is a very excitable,
+impulsive girl, as you may have noticed, and she is not easily
+controlled when she has made up her mind on a point. Of course, I
+did not mind you so much, as you are not connected with the
+official police, but it is not pleasant to have a family
+misfortune like this noised abroad. Besides, it is a useless
+expense, for how could you possibly find this Hosmer Angel?"
+
+"On the contrary," said Holmes quietly; "I have every reason to
+believe that I will succeed in discovering Mr. Hosmer Angel."
+
+Mr. Windibank gave a violent start and dropped his gloves. "I am
+delighted to hear it," he said.
+
+"It is a curious thing," remarked Holmes, "that a typewriter has
+really quite as much individuality as a man's handwriting. Unless
+they are quite new, no two of them write exactly alike. Some
+letters get more worn than others, and some wear only on one
+side. Now, you remark in this note of yours, Mr. Windibank, that
+in every case there is some little slurring over of the 'e,' and
+a slight defect in the tail of the 'r.' There are fourteen other
+characteristics, but those are the more obvious."
+
+"We do all our correspondence with this machine at the office,
+and no doubt it is a little worn," our visitor answered, glancing
+keenly at Holmes with his bright little eyes.
+
+"And now I will show you what is really a very interesting study,
+Mr. Windibank," Holmes continued. "I think of writing another
+little monograph some of these days on the typewriter and its
+relation to crime. It is a subject to which I have devoted some
+little attention. I have here four letters which purport to come
+from the missing man. They are all typewritten. In each case, not
+only are the 'e's' slurred and the 'r's' tailless, but you will
+observe, if you care to use my magnifying lens, that the fourteen
+other characteristics to which I have alluded are there as well."
+
+Mr. Windibank sprang out of his chair and picked up his hat. "I
+cannot waste time over this sort of fantastic talk, Mr. Holmes,"
+he said. "If you can catch the man, catch him, and let me know
+when you have done it."
+
+"Certainly," said Holmes, stepping over and turning the key in
+the door. "I let you know, then, that I have caught him!"
+
+"What! where?" shouted Mr. Windibank, turning white to his lips
+and glancing about him like a rat in a trap.
+
+"Oh, it won't do--really it won't," said Holmes suavely. "There
+is no possible getting out of it, Mr. Windibank. It is quite too
+transparent, and it was a very bad compliment when you said that
+it was impossible for me to solve so simple a question. That's
+right! Sit down and let us talk it over."
+
+Our visitor collapsed into a chair, with a ghastly face and a
+glitter of moisture on his brow. "It--it's not actionable," he
+stammered.
+
+"I am very much afraid that it is not. But between ourselves,
+Windibank, it was as cruel and selfish and heartless a trick in a
+petty way as ever came before me. Now, let me just run over the
+course of events, and you will contradict me if I go wrong."
+
+The man sat huddled up in his chair, with his head sunk upon his
+breast, like one who is utterly crushed. Holmes stuck his feet up
+on the corner of the mantelpiece and, leaning back with his hands
+in his pockets, began talking, rather to himself, as it seemed,
+than to us.
+
+"The man married a woman very much older than himself for her
+money," said he, "and he enjoyed the use of the money of the
+daughter as long as she lived with them. It was a considerable
+sum, for people in their position, and the loss of it would have
+made a serious difference. It was worth an effort to preserve it.
+The daughter was of a good, amiable disposition, but affectionate
+and warm-hearted in her ways, so that it was evident that with
+her fair personal advantages, and her little income, she would
+not be allowed to remain single long. Now her marriage would
+mean, of course, the loss of a hundred a year, so what does her
+stepfather do to prevent it? He takes the obvious course of
+keeping her at home and forbidding her to seek the company of
+people of her own age. But soon he found that that would not
+answer forever. She became restive, insisted upon her rights, and
+finally announced her positive intention of going to a certain
+ball. What does her clever stepfather do then? He conceives an
+idea more creditable to his head than to his heart. With the
+connivance and assistance of his wife he disguised himself,
+covered those keen eyes with tinted glasses, masked the face with
+a moustache and a pair of bushy whiskers, sunk that clear voice
+into an insinuating whisper, and doubly secure on account of the
+girl's short sight, he appears as Mr. Hosmer Angel, and keeps off
+other lovers by making love himself."
+
+"It was only a joke at first," groaned our visitor. "We never
+thought that she would have been so carried away."
+
+"Very likely not. However that may be, the young lady was very
+decidedly carried away, and, having quite made up her mind that
+her stepfather was in France, the suspicion of treachery never
+for an instant entered her mind. She was flattered by the
+gentleman's attentions, and the effect was increased by the
+loudly expressed admiration of her mother. Then Mr. Angel began
+to call, for it was obvious that the matter should be pushed as
+far as it would go if a real effect were to be produced. There
+were meetings, and an engagement, which would finally secure the
+girl's affections from turning towards anyone else. But the
+deception could not be kept up forever. These pretended journeys
+to France were rather cumbrous. The thing to do was clearly to
+bring the business to an end in such a dramatic manner that it
+would leave a permanent impression upon the young lady's mind and
+prevent her from looking upon any other suitor for some time to
+come. Hence those vows of fidelity exacted upon a Testament, and
+hence also the allusions to a possibility of something happening
+on the very morning of the wedding. James Windibank wished Miss
+Sutherland to be so bound to Hosmer Angel, and so uncertain as to
+his fate, that for ten years to come, at any rate, she would not
+listen to another man. As far as the church door he brought her,
+and then, as he could go no farther, he conveniently vanished
+away by the old trick of stepping in at one door of a
+four-wheeler and out at the other. I think that was the chain of
+events, Mr. Windibank!"
+
+Our visitor had recovered something of his assurance while Holmes
+had been talking, and he rose from his chair now with a cold
+sneer upon his pale face.
+
+"It may be so, or it may not, Mr. Holmes," said he, "but if you
+are so very sharp you ought to be sharp enough to know that it is
+you who are breaking the law now, and not me. I have done nothing
+actionable from the first, but as long as you keep that door
+locked you lay yourself open to an action for assault and illegal
+constraint."
+
+"The law cannot, as you say, touch you," said Holmes, unlocking
+and throwing open the door, "yet there never was a man who
+deserved punishment more. If the young lady has a brother or a
+friend, he ought to lay a whip across your shoulders. By Jove!"
+he continued, flushing up at the sight of the bitter sneer upon
+the man's face, "it is not part of my duties to my client, but
+here's a hunting crop handy, and I think I shall just treat
+myself to--" He took two swift steps to the whip, but before he
+could grasp it there was a wild clatter of steps upon the stairs,
+the heavy hall door banged, and from the window we could see Mr.
+James Windibank running at the top of his speed down the road.
+
+"There's a cold-blooded scoundrel!" said Holmes, laughing, as he
+threw himself down into his chair once more. "That fellow will
+rise from crime to crime until he does something very bad, and
+ends on a gallows. The case has, in some respects, been not
+entirely devoid of interest."
+
+"I cannot now entirely see all the steps of your reasoning," I
+remarked.
+
+"Well, of course it was obvious from the first that this Mr.
+Hosmer Angel must have some strong object for his curious
+conduct, and it was equally clear that the only man who really
+profited by the incident, as far as we could see, was the
+stepfather. Then the fact that the two men were never together,
+but that the one always appeared when the other was away, was
+suggestive. So were the tinted spectacles and the curious voice,
+which both hinted at a disguise, as did the bushy whiskers. My
+suspicions were all confirmed by his peculiar action in
+typewriting his signature, which, of course, inferred that his
+handwriting was so familiar to her that she would recognise even
+the smallest sample of it. You see all these isolated facts,
+together with many minor ones, all pointed in the same
+direction."
+
+"And how did you verify them?"
+
+"Having once spotted my man, it was easy to get corroboration. I
+knew the firm for which this man worked. Having taken the printed
+description. I eliminated everything from it which could be the
+result of a disguise--the whiskers, the glasses, the voice, and I
+sent it to the firm, with a request that they would inform me
+whether it answered to the description of any of their
+travellers. I had already noticed the peculiarities of the
+typewriter, and I wrote to the man himself at his business
+address asking him if he would come here. As I expected, his
+reply was typewritten and revealed the same trivial but
+characteristic defects. The same post brought me a letter from
+Westhouse & Marbank, of Fenchurch Street, to say that the
+description tallied in every respect with that of their employé,
+James Windibank. Voilà tout!"
+
+"And Miss Sutherland?"
+
+"If I tell her she will not believe me. You may remember the old
+Persian saying, 'There is danger for him who taketh the tiger
+cub, and danger also for whoso snatches a delusion from a woman.'
+There is as much sense in Hafiz as in Horace, and as much
+knowledge of the world."
+
+
+
+ADVENTURE IV. THE BOSCOMBE VALLEY MYSTERY
+
+We were seated at breakfast one morning, my wife and I, when the
+maid brought in a telegram. It was from Sherlock Holmes and ran
+in this way:
+
+"Have you a couple of days to spare? Have just been wired for from
+the west of England in connection with Boscombe Valley tragedy.
+Shall be glad if you will come with me. Air and scenery perfect.
+Leave Paddington by the 11:15."
+
+"What do you say, dear?" said my wife, looking across at me.
+"Will you go?"
+
+"I really don't know what to say. I have a fairly long list at
+present."
+
+"Oh, Anstruther would do your work for you. You have been looking
+a little pale lately. I think that the change would do you good,
+and you are always so interested in Mr. Sherlock Holmes' cases."
+
+"I should be ungrateful if I were not, seeing what I gained
+through one of them," I answered. "But if I am to go, I must pack
+at once, for I have only half an hour."
+
+My experience of camp life in Afghanistan had at least had the
+effect of making me a prompt and ready traveller. My wants were
+few and simple, so that in less than the time stated I was in a
+cab with my valise, rattling away to Paddington Station. Sherlock
+Holmes was pacing up and down the platform, his tall, gaunt
+figure made even gaunter and taller by his long grey
+travelling-cloak and close-fitting cloth cap.
+
+"It is really very good of you to come, Watson," said he. "It
+makes a considerable difference to me, having someone with me on
+whom I can thoroughly rely. Local aid is always either worthless
+or else biassed. If you will keep the two corner seats I shall
+get the tickets."
+
+We had the carriage to ourselves save for an immense litter of
+papers which Holmes had brought with him. Among these he rummaged
+and read, with intervals of note-taking and of meditation, until
+we were past Reading. Then he suddenly rolled them all into a
+gigantic ball and tossed them up onto the rack.
+
+"Have you heard anything of the case?" he asked.
+
+"Not a word. I have not seen a paper for some days."
+
+"The London press has not had very full accounts. I have just
+been looking through all the recent papers in order to master the
+particulars. It seems, from what I gather, to be one of those
+simple cases which are so extremely difficult."
+
+"That sounds a little paradoxical."
+
+"But it is profoundly true. Singularity is almost invariably a
+clue. The more featureless and commonplace a crime is, the more
+difficult it is to bring it home. In this case, however, they
+have established a very serious case against the son of the
+murdered man."
+
+"It is a murder, then?"
+
+"Well, it is conjectured to be so. I shall take nothing for
+granted until I have the opportunity of looking personally into
+it. I will explain the state of things to you, as far as I have
+been able to understand it, in a very few words.
+
+"Boscombe Valley is a country district not very far from Ross, in
+Herefordshire. The largest landed proprietor in that part is a
+Mr. John Turner, who made his money in Australia and returned
+some years ago to the old country. One of the farms which he
+held, that of Hatherley, was let to Mr. Charles McCarthy, who was
+also an ex-Australian. The men had known each other in the
+colonies, so that it was not unnatural that when they came to
+settle down they should do so as near each other as possible.
+Turner was apparently the richer man, so McCarthy became his
+tenant but still remained, it seems, upon terms of perfect
+equality, as they were frequently together. McCarthy had one son,
+a lad of eighteen, and Turner had an only daughter of the same
+age, but neither of them had wives living. They appear to have
+avoided the society of the neighbouring English families and to
+have led retired lives, though both the McCarthys were fond of
+sport and were frequently seen at the race-meetings of the
+neighbourhood. McCarthy kept two servants--a man and a girl.
+Turner had a considerable household, some half-dozen at the
+least. That is as much as I have been able to gather about the
+families. Now for the facts.
+
+"On June 3rd, that is, on Monday last, McCarthy left his house at
+Hatherley about three in the afternoon and walked down to the
+Boscombe Pool, which is a small lake formed by the spreading out
+of the stream which runs down the Boscombe Valley. He had been
+out with his serving-man in the morning at Ross, and he had told
+the man that he must hurry, as he had an appointment of
+importance to keep at three. From that appointment he never came
+back alive.
+
+"From Hatherley Farm-house to the Boscombe Pool is a quarter of a
+mile, and two people saw him as he passed over this ground. One
+was an old woman, whose name is not mentioned, and the other was
+William Crowder, a game-keeper in the employ of Mr. Turner. Both
+these witnesses depose that Mr. McCarthy was walking alone. The
+game-keeper adds that within a few minutes of his seeing Mr.
+McCarthy pass he had seen his son, Mr. James McCarthy, going the
+same way with a gun under his arm. To the best of his belief, the
+father was actually in sight at the time, and the son was
+following him. He thought no more of the matter until he heard in
+the evening of the tragedy that had occurred.
+
+"The two McCarthys were seen after the time when William Crowder,
+the game-keeper, lost sight of them. The Boscombe Pool is thickly
+wooded round, with just a fringe of grass and of reeds round the
+edge. A girl of fourteen, Patience Moran, who is the daughter of
+the lodge-keeper of the Boscombe Valley estate, was in one of the
+woods picking flowers. She states that while she was there she
+saw, at the border of the wood and close by the lake, Mr.
+McCarthy and his son, and that they appeared to be having a
+violent quarrel. She heard Mr. McCarthy the elder using very
+strong language to his son, and she saw the latter raise up his
+hand as if to strike his father. She was so frightened by their
+violence that she ran away and told her mother when she reached
+home that she had left the two McCarthys quarrelling near
+Boscombe Pool, and that she was afraid that they were going to
+fight. She had hardly said the words when young Mr. McCarthy came
+running up to the lodge to say that he had found his father dead
+in the wood, and to ask for the help of the lodge-keeper. He was
+much excited, without either his gun or his hat, and his right
+hand and sleeve were observed to be stained with fresh blood. On
+following him they found the dead body stretched out upon the
+grass beside the pool. The head had been beaten in by repeated
+blows of some heavy and blunt weapon. The injuries were such as
+might very well have been inflicted by the butt-end of his son's
+gun, which was found lying on the grass within a few paces of the
+body. Under these circumstances the young man was instantly
+arrested, and a verdict of 'wilful murder' having been returned
+at the inquest on Tuesday, he was on Wednesday brought before the
+magistrates at Ross, who have referred the case to the next
+Assizes. Those are the main facts of the case as they came out
+before the coroner and the police-court."
+
+"I could hardly imagine a more damning case," I remarked. "If
+ever circumstantial evidence pointed to a criminal it does so
+here."
+
+"Circumstantial evidence is a very tricky thing," answered Holmes
+thoughtfully. "It may seem to point very straight to one thing,
+but if you shift your own point of view a little, you may find it
+pointing in an equally uncompromising manner to something
+entirely different. It must be confessed, however, that the case
+looks exceedingly grave against the young man, and it is very
+possible that he is indeed the culprit. There are several people
+in the neighbourhood, however, and among them Miss Turner, the
+daughter of the neighbouring landowner, who believe in his
+innocence, and who have retained Lestrade, whom you may recollect
+in connection with the Study in Scarlet, to work out the case in
+his interest. Lestrade, being rather puzzled, has referred the
+case to me, and hence it is that two middle-aged gentlemen are
+flying westward at fifty miles an hour instead of quietly
+digesting their breakfasts at home."
+
+"I am afraid," said I, "that the facts are so obvious that you
+will find little credit to be gained out of this case."
+
+"There is nothing more deceptive than an obvious fact," he
+answered, laughing. "Besides, we may chance to hit upon some
+other obvious facts which may have been by no means obvious to
+Mr. Lestrade. You know me too well to think that I am boasting
+when I say that I shall either confirm or destroy his theory by
+means which he is quite incapable of employing, or even of
+understanding. To take the first example to hand, I very clearly
+perceive that in your bedroom the window is upon the right-hand
+side, and yet I question whether Mr. Lestrade would have noted
+even so self-evident a thing as that."
+
+"How on earth--"
+
+"My dear fellow, I know you well. I know the military neatness
+which characterises you. You shave every morning, and in this
+season you shave by the sunlight; but since your shaving is less
+and less complete as we get farther back on the left side, until
+it becomes positively slovenly as we get round the angle of the
+jaw, it is surely very clear that that side is less illuminated
+than the other. I could not imagine a man of your habits looking
+at himself in an equal light and being satisfied with such a
+result. I only quote this as a trivial example of observation and
+inference. Therein lies my métier, and it is just possible that
+it may be of some service in the investigation which lies before
+us. There are one or two minor points which were brought out in
+the inquest, and which are worth considering."
+
+"What are they?"
+
+"It appears that his arrest did not take place at once, but after
+the return to Hatherley Farm. On the inspector of constabulary
+informing him that he was a prisoner, he remarked that he was not
+surprised to hear it, and that it was no more than his deserts.
+This observation of his had the natural effect of removing any
+traces of doubt which might have remained in the minds of the
+coroner's jury."
+
+"It was a confession," I ejaculated.
+
+"No, for it was followed by a protestation of innocence."
+
+"Coming on the top of such a damning series of events, it was at
+least a most suspicious remark."
+
+"On the contrary," said Holmes, "it is the brightest rift which I
+can at present see in the clouds. However innocent he might be,
+he could not be such an absolute imbecile as not to see that the
+circumstances were very black against him. Had he appeared
+surprised at his own arrest, or feigned indignation at it, I
+should have looked upon it as highly suspicious, because such
+surprise or anger would not be natural under the circumstances,
+and yet might appear to be the best policy to a scheming man. His
+frank acceptance of the situation marks him as either an innocent
+man, or else as a man of considerable self-restraint and
+firmness. As to his remark about his deserts, it was also not
+unnatural if you consider that he stood beside the dead body of
+his father, and that there is no doubt that he had that very day
+so far forgotten his filial duty as to bandy words with him, and
+even, according to the little girl whose evidence is so
+important, to raise his hand as if to strike him. The
+self-reproach and contrition which are displayed in his remark
+appear to me to be the signs of a healthy mind rather than of a
+guilty one."
+
+I shook my head. "Many men have been hanged on far slighter
+evidence," I remarked.
+
+"So they have. And many men have been wrongfully hanged."
+
+"What is the young man's own account of the matter?"
+
+"It is, I am afraid, not very encouraging to his supporters,
+though there are one or two points in it which are suggestive.
+You will find it here, and may read it for yourself."
+
+He picked out from his bundle a copy of the local Herefordshire
+paper, and having turned down the sheet he pointed out the
+paragraph in which the unfortunate young man had given his own
+statement of what had occurred. I settled myself down in the
+corner of the carriage and read it very carefully. It ran in this
+way:
+
+"Mr. James McCarthy, the only son of the deceased, was then called
+and gave evidence as follows: 'I had been away from home for
+three days at Bristol, and had only just returned upon the
+morning of last Monday, the 3rd. My father was absent from home at
+the time of my arrival, and I was informed by the maid that he
+had driven over to Ross with John Cobb, the groom. Shortly after
+my return I heard the wheels of his trap in the yard, and,
+looking out of my window, I saw him get out and walk rapidly out
+of the yard, though I was not aware in which direction he was
+going. I then took my gun and strolled out in the direction of
+the Boscombe Pool, with the intention of visiting the rabbit
+warren which is upon the other side. On my way I saw William
+Crowder, the game-keeper, as he had stated in his evidence; but
+he is mistaken in thinking that I was following my father. I had
+no idea that he was in front of me. When about a hundred yards
+from the pool I heard a cry of "Cooee!" which was a usual signal
+between my father and myself. I then hurried forward, and found
+him standing by the pool. He appeared to be much surprised at
+seeing me and asked me rather roughly what I was doing there. A
+conversation ensued which led to high words and almost to blows,
+for my father was a man of a very violent temper. Seeing that his
+passion was becoming ungovernable, I left him and returned
+towards Hatherley Farm. I had not gone more than 150 yards,
+however, when I heard a hideous outcry behind me, which caused me
+to run back again. I found my father expiring upon the ground,
+with his head terribly injured. I dropped my gun and held him in
+my arms, but he almost instantly expired. I knelt beside him for
+some minutes, and then made my way to Mr. Turner's lodge-keeper,
+his house being the nearest, to ask for assistance. I saw no one
+near my father when I returned, and I have no idea how he came by
+his injuries. He was not a popular man, being somewhat cold and
+forbidding in his manners, but he had, as far as I know, no
+active enemies. I know nothing further of the matter.'
+
+"The Coroner: Did your father make any statement to you before
+he died?
+
+"Witness: He mumbled a few words, but I could only catch some
+allusion to a rat.
+
+"The Coroner: What did you understand by that?
+
+"Witness: It conveyed no meaning to me. I thought that he was
+delirious.
+
+"The Coroner: What was the point upon which you and your father
+had this final quarrel?
+
+"Witness: I should prefer not to answer.
+
+"The Coroner: I am afraid that I must press it.
+
+"Witness: It is really impossible for me to tell you. I can
+assure you that it has nothing to do with the sad tragedy which
+followed.
+
+"The Coroner: That is for the court to decide. I need not point
+out to you that your refusal to answer will prejudice your case
+considerably in any future proceedings which may arise.
+
+"Witness: I must still refuse.
+
+"The Coroner: I understand that the cry of 'Cooee' was a common
+signal between you and your father?
+
+"Witness: It was.
+
+"The Coroner: How was it, then, that he uttered it before he saw
+you, and before he even knew that you had returned from Bristol?
+
+"Witness (with considerable confusion): I do not know.
+
+"A Juryman: Did you see nothing which aroused your suspicions
+when you returned on hearing the cry and found your father
+fatally injured?
+
+"Witness: Nothing definite.
+
+"The Coroner: What do you mean?
+
+"Witness: I was so disturbed and excited as I rushed out into
+the open, that I could think of nothing except of my father. Yet
+I have a vague impression that as I ran forward something lay
+upon the ground to the left of me. It seemed to me to be
+something grey in colour, a coat of some sort, or a plaid perhaps.
+When I rose from my father I looked round for it, but it was
+gone.
+
+"'Do you mean that it disappeared before you went for help?'
+
+"'Yes, it was gone.'
+
+"'You cannot say what it was?'
+
+"'No, I had a feeling something was there.'
+
+"'How far from the body?'
+
+"'A dozen yards or so.'
+
+"'And how far from the edge of the wood?'
+
+"'About the same.'
+
+"'Then if it was removed it was while you were within a dozen
+yards of it?'
+
+"'Yes, but with my back towards it.'
+
+"This concluded the examination of the witness."
+
+"I see," said I as I glanced down the column, "that the coroner
+in his concluding remarks was rather severe upon young McCarthy.
+He calls attention, and with reason, to the discrepancy about his
+father having signalled to him before seeing him, also to his
+refusal to give details of his conversation with his father, and
+his singular account of his father's dying words. They are all,
+as he remarks, very much against the son."
+
+Holmes laughed softly to himself and stretched himself out upon
+the cushioned seat. "Both you and the coroner have been at some
+pains," said he, "to single out the very strongest points in the
+young man's favour. Don't you see that you alternately give him
+credit for having too much imagination and too little? Too
+little, if he could not invent a cause of quarrel which would
+give him the sympathy of the jury; too much, if he evolved from
+his own inner consciousness anything so outré as a dying
+reference to a rat, and the incident of the vanishing cloth. No,
+sir, I shall approach this case from the point of view that what
+this young man says is true, and we shall see whither that
+hypothesis will lead us. And now here is my pocket Petrarch, and
+not another word shall I say of this case until we are on the
+scene of action. We lunch at Swindon, and I see that we shall be
+there in twenty minutes."
+
+It was nearly four o'clock when we at last, after passing through
+the beautiful Stroud Valley, and over the broad gleaming Severn,
+found ourselves at the pretty little country-town of Ross. A
+lean, ferret-like man, furtive and sly-looking, was waiting for
+us upon the platform. In spite of the light brown dustcoat and
+leather-leggings which he wore in deference to his rustic
+surroundings, I had no difficulty in recognising Lestrade, of
+Scotland Yard. With him we drove to the Hereford Arms where a
+room had already been engaged for us.
+
+"I have ordered a carriage," said Lestrade as we sat over a cup
+of tea. "I knew your energetic nature, and that you would not be
+happy until you had been on the scene of the crime."
+
+"It was very nice and complimentary of you," Holmes answered. "It
+is entirely a question of barometric pressure."
+
+Lestrade looked startled. "I do not quite follow," he said.
+
+"How is the glass? Twenty-nine, I see. No wind, and not a cloud
+in the sky. I have a caseful of cigarettes here which need
+smoking, and the sofa is very much superior to the usual country
+hotel abomination. I do not think that it is probable that I
+shall use the carriage to-night."
+
+Lestrade laughed indulgently. "You have, no doubt, already formed
+your conclusions from the newspapers," he said. "The case is as
+plain as a pikestaff, and the more one goes into it the plainer
+it becomes. Still, of course, one can't refuse a lady, and such a
+very positive one, too. She has heard of you, and would have your
+opinion, though I repeatedly told her that there was nothing
+which you could do which I had not already done. Why, bless my
+soul! here is her carriage at the door."
+
+He had hardly spoken before there rushed into the room one of the
+most lovely young women that I have ever seen in my life. Her
+violet eyes shining, her lips parted, a pink flush upon her
+cheeks, all thought of her natural reserve lost in her
+overpowering excitement and concern.
+
+"Oh, Mr. Sherlock Holmes!" she cried, glancing from one to the
+other of us, and finally, with a woman's quick intuition,
+fastening upon my companion, "I am so glad that you have come. I
+have driven down to tell you so. I know that James didn't do it.
+I know it, and I want you to start upon your work knowing it,
+too. Never let yourself doubt upon that point. We have known each
+other since we were little children, and I know his faults as no
+one else does; but he is too tender-hearted to hurt a fly. Such a
+charge is absurd to anyone who really knows him."
+
+"I hope we may clear him, Miss Turner," said Sherlock Holmes.
+"You may rely upon my doing all that I can."
+
+"But you have read the evidence. You have formed some conclusion?
+Do you not see some loophole, some flaw? Do you not yourself
+think that he is innocent?"
+
+"I think that it is very probable."
+
+"There, now!" she cried, throwing back her head and looking
+defiantly at Lestrade. "You hear! He gives me hopes."
+
+Lestrade shrugged his shoulders. "I am afraid that my colleague
+has been a little quick in forming his conclusions," he said.
+
+"But he is right. Oh! I know that he is right. James never did
+it. And about his quarrel with his father, I am sure that the
+reason why he would not speak about it to the coroner was because
+I was concerned in it."
+
+"In what way?" asked Holmes.
+
+"It is no time for me to hide anything. James and his father had
+many disagreements about me. Mr. McCarthy was very anxious that
+there should be a marriage between us. James and I have always
+loved each other as brother and sister; but of course he is young
+and has seen very little of life yet, and--and--well, he
+naturally did not wish to do anything like that yet. So there
+were quarrels, and this, I am sure, was one of them."
+
+"And your father?" asked Holmes. "Was he in favour of such a
+union?"
+
+"No, he was averse to it also. No one but Mr. McCarthy was in
+favour of it." A quick blush passed over her fresh young face as
+Holmes shot one of his keen, questioning glances at her.
+
+"Thank you for this information," said he. "May I see your father
+if I call to-morrow?"
+
+"I am afraid the doctor won't allow it."
+
+"The doctor?"
+
+"Yes, have you not heard? Poor father has never been strong for
+years back, but this has broken him down completely. He has taken
+to his bed, and Dr. Willows says that he is a wreck and that his
+nervous system is shattered. Mr. McCarthy was the only man alive
+who had known dad in the old days in Victoria."
+
+"Ha! In Victoria! That is important."
+
+"Yes, at the mines."
+
+"Quite so; at the gold-mines, where, as I understand, Mr. Turner
+made his money."
+
+"Yes, certainly."
+
+"Thank you, Miss Turner. You have been of material assistance to
+me."
+
+"You will tell me if you have any news to-morrow. No doubt you
+will go to the prison to see James. Oh, if you do, Mr. Holmes, do
+tell him that I know him to be innocent."
+
+"I will, Miss Turner."
+
+"I must go home now, for dad is very ill, and he misses me so if
+I leave him. Good-bye, and God help you in your undertaking." She
+hurried from the room as impulsively as she had entered, and we
+heard the wheels of her carriage rattle off down the street.
+
+"I am ashamed of you, Holmes," said Lestrade with dignity after a
+few minutes' silence. "Why should you raise up hopes which you
+are bound to disappoint? I am not over-tender of heart, but I
+call it cruel."
+
+"I think that I see my way to clearing James McCarthy," said
+Holmes. "Have you an order to see him in prison?"
+
+"Yes, but only for you and me."
+
+"Then I shall reconsider my resolution about going out. We have
+still time to take a train to Hereford and see him to-night?"
+
+"Ample."
+
+"Then let us do so. Watson, I fear that you will find it very
+slow, but I shall only be away a couple of hours."
+
+I walked down to the station with them, and then wandered through
+the streets of the little town, finally returning to the hotel,
+where I lay upon the sofa and tried to interest myself in a
+yellow-backed novel. The puny plot of the story was so thin,
+however, when compared to the deep mystery through which we were
+groping, and I found my attention wander so continually from the
+action to the fact, that I at last flung it across the room and
+gave myself up entirely to a consideration of the events of the
+day. Supposing that this unhappy young man's story were
+absolutely true, then what hellish thing, what absolutely
+unforeseen and extraordinary calamity could have occurred between
+the time when he parted from his father, and the moment when,
+drawn back by his screams, he rushed into the glade? It was
+something terrible and deadly. What could it be? Might not the
+nature of the injuries reveal something to my medical instincts?
+I rang the bell and called for the weekly county paper, which
+contained a verbatim account of the inquest. In the surgeon's
+deposition it was stated that the posterior third of the left
+parietal bone and the left half of the occipital bone had been
+shattered by a heavy blow from a blunt weapon. I marked the spot
+upon my own head. Clearly such a blow must have been struck from
+behind. That was to some extent in favour of the accused, as when
+seen quarrelling he was face to face with his father. Still, it
+did not go for very much, for the older man might have turned his
+back before the blow fell. Still, it might be worth while to call
+Holmes' attention to it. Then there was the peculiar dying
+reference to a rat. What could that mean? It could not be
+delirium. A man dying from a sudden blow does not commonly become
+delirious. No, it was more likely to be an attempt to explain how
+he met his fate. But what could it indicate? I cudgelled my
+brains to find some possible explanation. And then the incident
+of the grey cloth seen by young McCarthy. If that were true the
+murderer must have dropped some part of his dress, presumably his
+overcoat, in his flight, and must have had the hardihood to
+return and to carry it away at the instant when the son was
+kneeling with his back turned not a dozen paces off. What a
+tissue of mysteries and improbabilities the whole thing was! I
+did not wonder at Lestrade's opinion, and yet I had so much faith
+in Sherlock Holmes' insight that I could not lose hope as long
+as every fresh fact seemed to strengthen his conviction of young
+McCarthy's innocence.
+
+It was late before Sherlock Holmes returned. He came back alone,
+for Lestrade was staying in lodgings in the town.
+
+"The glass still keeps very high," he remarked as he sat down.
+"It is of importance that it should not rain before we are able
+to go over the ground. On the other hand, a man should be at his
+very best and keenest for such nice work as that, and I did not
+wish to do it when fagged by a long journey. I have seen young
+McCarthy."
+
+"And what did you learn from him?"
+
+"Nothing."
+
+"Could he throw no light?"
+
+"None at all. I was inclined to think at one time that he knew
+who had done it and was screening him or her, but I am convinced
+now that he is as puzzled as everyone else. He is not a very
+quick-witted youth, though comely to look at and, I should think,
+sound at heart."
+
+"I cannot admire his taste," I remarked, "if it is indeed a fact
+that he was averse to a marriage with so charming a young lady as
+this Miss Turner."
+
+"Ah, thereby hangs a rather painful tale. This fellow is madly,
+insanely, in love with her, but some two years ago, when he was
+only a lad, and before he really knew her, for she had been away
+five years at a boarding-school, what does the idiot do but get
+into the clutches of a barmaid in Bristol and marry her at a
+registry office? No one knows a word of the matter, but you can
+imagine how maddening it must be to him to be upbraided for not
+doing what he would give his very eyes to do, but what he knows
+to be absolutely impossible. It was sheer frenzy of this sort
+which made him throw his hands up into the air when his father,
+at their last interview, was goading him on to propose to Miss
+Turner. On the other hand, he had no means of supporting himself,
+and his father, who was by all accounts a very hard man, would
+have thrown him over utterly had he known the truth. It was with
+his barmaid wife that he had spent the last three days in
+Bristol, and his father did not know where he was. Mark that
+point. It is of importance. Good has come out of evil, however,
+for the barmaid, finding from the papers that he is in serious
+trouble and likely to be hanged, has thrown him over utterly and
+has written to him to say that she has a husband already in the
+Bermuda Dockyard, so that there is really no tie between them. I
+think that that bit of news has consoled young McCarthy for all
+that he has suffered."
+
+"But if he is innocent, who has done it?"
+
+"Ah! who? I would call your attention very particularly to two
+points. One is that the murdered man had an appointment with
+someone at the pool, and that the someone could not have been his
+son, for his son was away, and he did not know when he would
+return. The second is that the murdered man was heard to cry
+'Cooee!' before he knew that his son had returned. Those are the
+crucial points upon which the case depends. And now let us talk
+about George Meredith, if you please, and we shall leave all
+minor matters until to-morrow."
+
+There was no rain, as Holmes had foretold, and the morning broke
+bright and cloudless. At nine o'clock Lestrade called for us with
+the carriage, and we set off for Hatherley Farm and the Boscombe
+Pool.
+
+"There is serious news this morning," Lestrade observed. "It is
+said that Mr. Turner, of the Hall, is so ill that his life is
+despaired of."
+
+"An elderly man, I presume?" said Holmes.
+
+"About sixty; but his constitution has been shattered by his life
+abroad, and he has been in failing health for some time. This
+business has had a very bad effect upon him. He was an old friend
+of McCarthy's, and, I may add, a great benefactor to him, for I
+have learned that he gave him Hatherley Farm rent free."
+
+"Indeed! That is interesting," said Holmes.
+
+"Oh, yes! In a hundred other ways he has helped him. Everybody
+about here speaks of his kindness to him."
+
+"Really! Does it not strike you as a little singular that this
+McCarthy, who appears to have had little of his own, and to have
+been under such obligations to Turner, should still talk of
+marrying his son to Turner's daughter, who is, presumably,
+heiress to the estate, and that in such a very cocksure manner,
+as if it were merely a case of a proposal and all else would
+follow? It is the more strange, since we know that Turner himself
+was averse to the idea. The daughter told us as much. Do you not
+deduce something from that?"
+
+"We have got to the deductions and the inferences," said
+Lestrade, winking at me. "I find it hard enough to tackle facts,
+Holmes, without flying away after theories and fancies."
+
+"You are right," said Holmes demurely; "you do find it very hard
+to tackle the facts."
+
+"Anyhow, I have grasped one fact which you seem to find it
+difficult to get hold of," replied Lestrade with some warmth.
+
+"And that is--"
+
+"That McCarthy senior met his death from McCarthy junior and that
+all theories to the contrary are the merest moonshine."
+
+"Well, moonshine is a brighter thing than fog," said Holmes,
+laughing. "But I am very much mistaken if this is not Hatherley
+Farm upon the left."
+
+"Yes, that is it." It was a widespread, comfortable-looking
+building, two-storied, slate-roofed, with great yellow blotches
+of lichen upon the grey walls. The drawn blinds and the smokeless
+chimneys, however, gave it a stricken look, as though the weight
+of this horror still lay heavy upon it. We called at the door,
+when the maid, at Holmes' request, showed us the boots which her
+master wore at the time of his death, and also a pair of the
+son's, though not the pair which he had then had. Having measured
+these very carefully from seven or eight different points, Holmes
+desired to be led to the court-yard, from which we all followed
+the winding track which led to Boscombe Pool.
+
+Sherlock Holmes was transformed when he was hot upon such a scent
+as this. Men who had only known the quiet thinker and logician of
+Baker Street would have failed to recognise him. His face flushed
+and darkened. His brows were drawn into two hard black lines,
+while his eyes shone out from beneath them with a steely glitter.
+His face was bent downward, his shoulders bowed, his lips
+compressed, and the veins stood out like whipcord in his long,
+sinewy neck. His nostrils seemed to dilate with a purely animal
+lust for the chase, and his mind was so absolutely concentrated
+upon the matter before him that a question or remark fell
+unheeded upon his ears, or, at the most, only provoked a quick,
+impatient snarl in reply. Swiftly and silently he made his way
+along the track which ran through the meadows, and so by way of
+the woods to the Boscombe Pool. It was damp, marshy ground, as is
+all that district, and there were marks of many feet, both upon
+the path and amid the short grass which bounded it on either
+side. Sometimes Holmes would hurry on, sometimes stop dead, and
+once he made quite a little detour into the meadow. Lestrade and
+I walked behind him, the detective indifferent and contemptuous,
+while I watched my friend with the interest which sprang from the
+conviction that every one of his actions was directed towards a
+definite end.
+
+The Boscombe Pool, which is a little reed-girt sheet of water
+some fifty yards across, is situated at the boundary between the
+Hatherley Farm and the private park of the wealthy Mr. Turner.
+Above the woods which lined it upon the farther side we could see
+the red, jutting pinnacles which marked the site of the rich
+landowner's dwelling. On the Hatherley side of the pool the woods
+grew very thick, and there was a narrow belt of sodden grass
+twenty paces across between the edge of the trees and the reeds
+which lined the lake. Lestrade showed us the exact spot at which
+the body had been found, and, indeed, so moist was the ground,
+that I could plainly see the traces which had been left by the
+fall of the stricken man. To Holmes, as I could see by his eager
+face and peering eyes, very many other things were to be read
+upon the trampled grass. He ran round, like a dog who is picking
+up a scent, and then turned upon my companion.
+
+"What did you go into the pool for?" he asked.
+
+"I fished about with a rake. I thought there might be some weapon
+or other trace. But how on earth--"
+
+"Oh, tut, tut! I have no time! That left foot of yours with its
+inward twist is all over the place. A mole could trace it, and
+there it vanishes among the reeds. Oh, how simple it would all
+have been had I been here before they came like a herd of buffalo
+and wallowed all over it. Here is where the party with the
+lodge-keeper came, and they have covered all tracks for six or
+eight feet round the body. But here are three separate tracks of
+the same feet." He drew out a lens and lay down upon his
+waterproof to have a better view, talking all the time rather to
+himself than to us. "These are young McCarthy's feet. Twice he
+was walking, and once he ran swiftly, so that the soles are
+deeply marked and the heels hardly visible. That bears out his
+story. He ran when he saw his father on the ground. Then here are
+the father's feet as he paced up and down. What is this, then? It
+is the butt-end of the gun as the son stood listening. And this?
+Ha, ha! What have we here? Tiptoes! tiptoes! Square, too, quite
+unusual boots! They come, they go, they come again--of course
+that was for the cloak. Now where did they come from?" He ran up
+and down, sometimes losing, sometimes finding the track until we
+were well within the edge of the wood and under the shadow of a
+great beech, the largest tree in the neighbourhood. Holmes traced
+his way to the farther side of this and lay down once more upon
+his face with a little cry of satisfaction. For a long time he
+remained there, turning over the leaves and dried sticks,
+gathering up what seemed to me to be dust into an envelope and
+examining with his lens not only the ground but even the bark of
+the tree as far as he could reach. A jagged stone was lying among
+the moss, and this also he carefully examined and retained. Then
+he followed a pathway through the wood until he came to the
+highroad, where all traces were lost.
+
+"It has been a case of considerable interest," he remarked,
+returning to his natural manner. "I fancy that this grey house on
+the right must be the lodge. I think that I will go in and have a
+word with Moran, and perhaps write a little note. Having done
+that, we may drive back to our luncheon. You may walk to the cab,
+and I shall be with you presently."
+
+It was about ten minutes before we regained our cab and drove
+back into Ross, Holmes still carrying with him the stone which he
+had picked up in the wood.
+
+"This may interest you, Lestrade," he remarked, holding it out.
+"The murder was done with it."
+
+"I see no marks."
+
+"There are none."
+
+"How do you know, then?"
+
+"The grass was growing under it. It had only lain there a few
+days. There was no sign of a place whence it had been taken. It
+corresponds with the injuries. There is no sign of any other
+weapon."
+
+"And the murderer?"
+
+"Is a tall man, left-handed, limps with the right leg, wears
+thick-soled shooting-boots and a grey cloak, smokes Indian
+cigars, uses a cigar-holder, and carries a blunt pen-knife in his
+pocket. There are several other indications, but these may be
+enough to aid us in our search."
+
+Lestrade laughed. "I am afraid that I am still a sceptic," he
+said. "Theories are all very well, but we have to deal with a
+hard-headed British jury."
+
+"Nous verrons," answered Holmes calmly. "You work your own
+method, and I shall work mine. I shall be busy this afternoon,
+and shall probably return to London by the evening train."
+
+"And leave your case unfinished?"
+
+"No, finished."
+
+"But the mystery?"
+
+"It is solved."
+
+"Who was the criminal, then?"
+
+"The gentleman I describe."
+
+"But who is he?"
+
+"Surely it would not be difficult to find out. This is not such a
+populous neighbourhood."
+
+Lestrade shrugged his shoulders. "I am a practical man," he said,
+"and I really cannot undertake to go about the country looking
+for a left-handed gentleman with a game leg. I should become the
+laughing-stock of Scotland Yard."
+
+"All right," said Holmes quietly. "I have given you the chance.
+Here are your lodgings. Good-bye. I shall drop you a line before
+I leave."
+
+Having left Lestrade at his rooms, we drove to our hotel, where
+we found lunch upon the table. Holmes was silent and buried in
+thought with a pained expression upon his face, as one who finds
+himself in a perplexing position.
+
+"Look here, Watson," he said when the cloth was cleared "just sit
+down in this chair and let me preach to you for a little. I don't
+know quite what to do, and I should value your advice. Light a
+cigar and let me expound."
+
+ "Pray do so."
+
+"Well, now, in considering this case there are two points about
+young McCarthy's narrative which struck us both instantly,
+although they impressed me in his favour and you against him. One
+was the fact that his father should, according to his account,
+cry 'Cooee!' before seeing him. The other was his singular dying
+reference to a rat. He mumbled several words, you understand, but
+that was all that caught the son's ear. Now from this double
+point our research must commence, and we will begin it by
+presuming that what the lad says is absolutely true."
+
+"What of this 'Cooee!' then?"
+
+"Well, obviously it could not have been meant for the son. The
+son, as far as he knew, was in Bristol. It was mere chance that
+he was within earshot. The 'Cooee!' was meant to attract the
+attention of whoever it was that he had the appointment with. But
+'Cooee' is a distinctly Australian cry, and one which is used
+between Australians. There is a strong presumption that the
+person whom McCarthy expected to meet him at Boscombe Pool was
+someone who had been in Australia."
+
+"What of the rat, then?"
+
+Sherlock Holmes took a folded paper from his pocket and flattened
+it out on the table. "This is a map of the Colony of Victoria,"
+he said. "I wired to Bristol for it last night." He put his hand
+over part of the map. "What do you read?"
+
+"ARAT," I read.
+
+"And now?" He raised his hand.
+
+"BALLARAT."
+
+"Quite so. That was the word the man uttered, and of which his
+son only caught the last two syllables. He was trying to utter
+the name of his murderer. So and so, of Ballarat."
+
+"It is wonderful!" I exclaimed.
+
+"It is obvious. And now, you see, I had narrowed the field down
+considerably. The possession of a grey garment was a third point
+which, granting the son's statement to be correct, was a
+certainty. We have come now out of mere vagueness to the definite
+conception of an Australian from Ballarat with a grey cloak."
+
+"Certainly."
+
+"And one who was at home in the district, for the pool can only
+be approached by the farm or by the estate, where strangers could
+hardly wander."
+
+"Quite so."
+
+"Then comes our expedition of to-day. By an examination of the
+ground I gained the trifling details which I gave to that
+imbecile Lestrade, as to the personality of the criminal."
+
+"But how did you gain them?"
+
+"You know my method. It is founded upon the observation of
+trifles."
+
+"His height I know that you might roughly judge from the length
+of his stride. His boots, too, might be told from their traces."
+
+"Yes, they were peculiar boots."
+
+"But his lameness?"
+
+"The impression of his right foot was always less distinct than
+his left. He put less weight upon it. Why? Because he limped--he
+was lame."
+
+"But his left-handedness."
+
+"You were yourself struck by the nature of the injury as recorded
+by the surgeon at the inquest. The blow was struck from
+immediately behind, and yet was upon the left side. Now, how can
+that be unless it were by a left-handed man? He had stood behind
+that tree during the interview between the father and son. He had
+even smoked there. I found the ash of a cigar, which my special
+knowledge of tobacco ashes enables me to pronounce as an Indian
+cigar. I have, as you know, devoted some attention to this, and
+written a little monograph on the ashes of 140 different
+varieties of pipe, cigar, and cigarette tobacco. Having found the
+ash, I then looked round and discovered the stump among the moss
+where he had tossed it. It was an Indian cigar, of the variety
+which are rolled in Rotterdam."
+
+"And the cigar-holder?"
+
+"I could see that the end had not been in his mouth. Therefore he
+used a holder. The tip had been cut off, not bitten off, but the
+cut was not a clean one, so I deduced a blunt pen-knife."
+
+"Holmes," I said, "you have drawn a net round this man from which
+he cannot escape, and you have saved an innocent human life as
+truly as if you had cut the cord which was hanging him. I see the
+direction in which all this points. The culprit is--"
+
+"Mr. John Turner," cried the hotel waiter, opening the door of
+our sitting-room, and ushering in a visitor.
+
+The man who entered was a strange and impressive figure. His
+slow, limping step and bowed shoulders gave the appearance of
+decrepitude, and yet his hard, deep-lined, craggy features, and
+his enormous limbs showed that he was possessed of unusual
+strength of body and of character. His tangled beard, grizzled
+hair, and outstanding, drooping eyebrows combined to give an air
+of dignity and power to his appearance, but his face was of an
+ashen white, while his lips and the corners of his nostrils were
+tinged with a shade of blue. It was clear to me at a glance that
+he was in the grip of some deadly and chronic disease.
+
+"Pray sit down on the sofa," said Holmes gently. "You had my
+note?"
+
+"Yes, the lodge-keeper brought it up. You said that you wished to
+see me here to avoid scandal."
+
+"I thought people would talk if I went to the Hall."
+
+"And why did you wish to see me?" He looked across at my
+companion with despair in his weary eyes, as though his question
+was already answered.
+
+"Yes," said Holmes, answering the look rather than the words. "It
+is so. I know all about McCarthy."
+
+The old man sank his face in his hands. "God help me!" he cried.
+"But I would not have let the young man come to harm. I give you
+my word that I would have spoken out if it went against him at
+the Assizes."
+
+"I am glad to hear you say so," said Holmes gravely.
+
+"I would have spoken now had it not been for my dear girl. It
+would break her heart--it will break her heart when she hears
+that I am arrested."
+
+"It may not come to that," said Holmes.
+
+"What?"
+
+"I am no official agent. I understand that it was your daughter
+who required my presence here, and I am acting in her interests.
+Young McCarthy must be got off, however."
+
+"I am a dying man," said old Turner. "I have had diabetes for
+years. My doctor says it is a question whether I shall live a
+month. Yet I would rather die under my own roof than in a gaol."
+
+Holmes rose and sat down at the table with his pen in his hand
+and a bundle of paper before him. "Just tell us the truth," he
+said. "I shall jot down the facts. You will sign it, and Watson
+here can witness it. Then I could produce your confession at the
+last extremity to save young McCarthy. I promise you that I shall
+not use it unless it is absolutely needed."
+
+"It's as well," said the old man; "it's a question whether I
+shall live to the Assizes, so it matters little to me, but I
+should wish to spare Alice the shock. And now I will make the
+thing clear to you; it has been a long time in the acting, but
+will not take me long to tell.
+
+"You didn't know this dead man, McCarthy. He was a devil
+incarnate. I tell you that. God keep you out of the clutches of
+such a man as he. His grip has been upon me these twenty years,
+and he has blasted my life. I'll tell you first how I came to be
+in his power.
+
+"It was in the early '60's at the diggings. I was a young chap
+then, hot-blooded and reckless, ready to turn my hand at
+anything; I got among bad companions, took to drink, had no luck
+with my claim, took to the bush, and in a word became what you
+would call over here a highway robber. There were six of us, and
+we had a wild, free life of it, sticking up a station from time
+to time, or stopping the wagons on the road to the diggings.
+Black Jack of Ballarat was the name I went under, and our party
+is still remembered in the colony as the Ballarat Gang.
+
+"One day a gold convoy came down from Ballarat to Melbourne, and
+we lay in wait for it and attacked it. There were six troopers
+and six of us, so it was a close thing, but we emptied four of
+their saddles at the first volley. Three of our boys were killed,
+however, before we got the swag. I put my pistol to the head of
+the wagon-driver, who was this very man McCarthy. I wish to the
+Lord that I had shot him then, but I spared him, though I saw his
+wicked little eyes fixed on my face, as though to remember every
+feature. We got away with the gold, became wealthy men, and made
+our way over to England without being suspected. There I parted
+from my old pals and determined to settle down to a quiet and
+respectable life. I bought this estate, which chanced to be in
+the market, and I set myself to do a little good with my money,
+to make up for the way in which I had earned it. I married, too,
+and though my wife died young she left me my dear little Alice.
+Even when she was just a baby her wee hand seemed to lead me down
+the right path as nothing else had ever done. In a word, I turned
+over a new leaf and did my best to make up for the past. All was
+going well when McCarthy laid his grip upon me.
+
+"I had gone up to town about an investment, and I met him in
+Regent Street with hardly a coat to his back or a boot to his
+foot.
+
+"'Here we are, Jack,' says he, touching me on the arm; 'we'll be
+as good as a family to you. There's two of us, me and my son, and
+you can have the keeping of us. If you don't--it's a fine,
+law-abiding country is England, and there's always a policeman
+within hail.'
+
+"Well, down they came to the west country, there was no shaking
+them off, and there they have lived rent free on my best land
+ever since. There was no rest for me, no peace, no forgetfulness;
+turn where I would, there was his cunning, grinning face at my
+elbow. It grew worse as Alice grew up, for he soon saw I was more
+afraid of her knowing my past than of the police. Whatever he
+wanted he must have, and whatever it was I gave him without
+question, land, money, houses, until at last he asked a thing
+which I could not give. He asked for Alice.
+
+"His son, you see, had grown up, and so had my girl, and as I was
+known to be in weak health, it seemed a fine stroke to him that
+his lad should step into the whole property. But there I was
+firm. I would not have his cursed stock mixed with mine; not that
+I had any dislike to the lad, but his blood was in him, and that
+was enough. I stood firm. McCarthy threatened. I braved him to do
+his worst. We were to meet at the pool midway between our houses
+to talk it over.
+
+"When I went down there I found him talking with his son, so I
+smoked a cigar and waited behind a tree until he should be alone.
+But as I listened to his talk all that was black and bitter in
+me seemed to come uppermost. He was urging his son to marry my
+daughter with as little regard for what she might think as if she
+were a slut from off the streets. It drove me mad to think that I
+and all that I held most dear should be in the power of such a
+man as this. Could I not snap the bond? I was already a dying and
+a desperate man. Though clear of mind and fairly strong of limb,
+I knew that my own fate was sealed. But my memory and my girl!
+Both could be saved if I could but silence that foul tongue. I
+did it, Mr. Holmes. I would do it again. Deeply as I have sinned,
+I have led a life of martyrdom to atone for it. But that my girl
+should be entangled in the same meshes which held me was more
+than I could suffer. I struck him down with no more compunction
+than if he had been some foul and venomous beast. His cry brought
+back his son; but I had gained the cover of the wood, though I
+was forced to go back to fetch the cloak which I had dropped in
+my flight. That is the true story, gentlemen, of all that
+occurred."
+
+"Well, it is not for me to judge you," said Holmes as the old man
+signed the statement which had been drawn out. "I pray that we
+may never be exposed to such a temptation."
+
+"I pray not, sir. And what do you intend to do?"
+
+"In view of your health, nothing. You are yourself aware that you
+will soon have to answer for your deed at a higher court than the
+Assizes. I will keep your confession, and if McCarthy is
+condemned I shall be forced to use it. If not, it shall never be
+seen by mortal eye; and your secret, whether you be alive or
+dead, shall be safe with us."
+
+"Farewell, then," said the old man solemnly. "Your own deathbeds,
+when they come, will be the easier for the thought of the peace
+which you have given to mine." Tottering and shaking in all his
+giant frame, he stumbled slowly from the room.
+
+"God help us!" said Holmes after a long silence. "Why does fate
+play such tricks with poor, helpless worms? I never hear of such
+a case as this that I do not think of Baxter's words, and say,
+'There, but for the grace of God, goes Sherlock Holmes.'"
+
+James McCarthy was acquitted at the Assizes on the strength of a
+number of objections which had been drawn out by Holmes and
+submitted to the defending counsel. Old Turner lived for seven
+months after our interview, but he is now dead; and there is
+every prospect that the son and daughter may come to live happily
+together in ignorance of the black cloud which rests upon their
+past.
+
+
+
+ADVENTURE V. THE FIVE ORANGE PIPS
+
+When I glance over my notes and records of the Sherlock Holmes
+cases between the years '82 and '90, I am faced by so many which
+present strange and interesting features that it is no easy
+matter to know which to choose and which to leave. Some, however,
+have already gained publicity through the papers, and others have
+not offered a field for those peculiar qualities which my friend
+possessed in so high a degree, and which it is the object of
+these papers to illustrate. Some, too, have baffled his
+analytical skill, and would be, as narratives, beginnings without
+an ending, while others have been but partially cleared up, and
+have their explanations founded rather upon conjecture and
+surmise than on that absolute logical proof which was so dear to
+him. There is, however, one of these last which was so remarkable
+in its details and so startling in its results that I am tempted
+to give some account of it in spite of the fact that there are
+points in connection with it which never have been, and probably
+never will be, entirely cleared up.
+
+The year '87 furnished us with a long series of cases of greater
+or less interest, of which I retain the records. Among my
+headings under this one twelve months I find an account of the
+adventure of the Paradol Chamber, of the Amateur Mendicant
+Society, who held a luxurious club in the lower vault of a
+furniture warehouse, of the facts connected with the loss of the
+British barque "Sophy Anderson", of the singular adventures of the
+Grice Patersons in the island of Uffa, and finally of the
+Camberwell poisoning case. In the latter, as may be remembered,
+Sherlock Holmes was able, by winding up the dead man's watch, to
+prove that it had been wound up two hours before, and that
+therefore the deceased had gone to bed within that time--a
+deduction which was of the greatest importance in clearing up the
+case. All these I may sketch out at some future date, but none of
+them present such singular features as the strange train of
+circumstances which I have now taken up my pen to describe.
+
+It was in the latter days of September, and the equinoctial gales
+had set in with exceptional violence. All day the wind had
+screamed and the rain had beaten against the windows, so that
+even here in the heart of great, hand-made London we were forced
+to raise our minds for the instant from the routine of life and
+to recognise the presence of those great elemental forces which
+shriek at mankind through the bars of his civilisation, like
+untamed beasts in a cage. As evening drew in, the storm grew
+higher and louder, and the wind cried and sobbed like a child in
+the chimney. Sherlock Holmes sat moodily at one side of the
+fireplace cross-indexing his records of crime, while I at the
+other was deep in one of Clark Russell's fine sea-stories until
+the howl of the gale from without seemed to blend with the text,
+and the splash of the rain to lengthen out into the long swash of
+the sea waves. My wife was on a visit to her mother's, and for a
+few days I was a dweller once more in my old quarters at Baker
+Street.
+
+"Why," said I, glancing up at my companion, "that was surely the
+bell. Who could come to-night? Some friend of yours, perhaps?"
+
+"Except yourself I have none," he answered. "I do not encourage
+visitors."
+
+"A client, then?"
+
+"If so, it is a serious case. Nothing less would bring a man out
+on such a day and at such an hour. But I take it that it is more
+likely to be some crony of the landlady's."
+
+Sherlock Holmes was wrong in his conjecture, however, for there
+came a step in the passage and a tapping at the door. He
+stretched out his long arm to turn the lamp away from himself and
+towards the vacant chair upon which a newcomer must sit.
+
+"Come in!" said he.
+
+The man who entered was young, some two-and-twenty at the
+outside, well-groomed and trimly clad, with something of
+refinement and delicacy in his bearing. The streaming umbrella
+which he held in his hand, and his long shining waterproof told
+of the fierce weather through which he had come. He looked about
+him anxiously in the glare of the lamp, and I could see that his
+face was pale and his eyes heavy, like those of a man who is
+weighed down with some great anxiety.
+
+"I owe you an apology," he said, raising his golden pince-nez to
+his eyes. "I trust that I am not intruding. I fear that I have
+brought some traces of the storm and rain into your snug
+chamber."
+
+"Give me your coat and umbrella," said Holmes. "They may rest
+here on the hook and will be dry presently. You have come up from
+the south-west, I see."
+
+"Yes, from Horsham."
+
+"That clay and chalk mixture which I see upon your toe caps is
+quite distinctive."
+
+"I have come for advice."
+
+"That is easily got."
+
+"And help."
+
+"That is not always so easy."
+
+"I have heard of you, Mr. Holmes. I heard from Major Prendergast
+how you saved him in the Tankerville Club scandal."
+
+"Ah, of course. He was wrongfully accused of cheating at cards."
+
+"He said that you could solve anything."
+
+"He said too much."
+
+"That you are never beaten."
+
+"I have been beaten four times--three times by men, and once by a
+woman."
+
+"But what is that compared with the number of your successes?"
+
+"It is true that I have been generally successful."
+
+"Then you may be so with me."
+
+"I beg that you will draw your chair up to the fire and favour me
+with some details as to your case."
+
+"It is no ordinary one."
+
+"None of those which come to me are. I am the last court of
+appeal."
+
+"And yet I question, sir, whether, in all your experience, you
+have ever listened to a more mysterious and inexplicable chain of
+events than those which have happened in my own family."
+
+"You fill me with interest," said Holmes. "Pray give us the
+essential facts from the commencement, and I can afterwards
+question you as to those details which seem to me to be most
+important."
+
+The young man pulled his chair up and pushed his wet feet out
+towards the blaze.
+
+"My name," said he, "is John Openshaw, but my own affairs have,
+as far as I can understand, little to do with this awful
+business. It is a hereditary matter; so in order to give you an
+idea of the facts, I must go back to the commencement of the
+affair.
+
+"You must know that my grandfather had two sons--my uncle Elias
+and my father Joseph. My father had a small factory at Coventry,
+which he enlarged at the time of the invention of bicycling. He
+was a patentee of the Openshaw unbreakable tire, and his business
+met with such success that he was able to sell it and to retire
+upon a handsome competence.
+
+"My uncle Elias emigrated to America when he was a young man and
+became a planter in Florida, where he was reported to have done
+very well. At the time of the war he fought in Jackson's army,
+and afterwards under Hood, where he rose to be a colonel. When
+Lee laid down his arms my uncle returned to his plantation, where
+he remained for three or four years. About 1869 or 1870 he came
+back to Europe and took a small estate in Sussex, near Horsham.
+He had made a very considerable fortune in the States, and his
+reason for leaving them was his aversion to the negroes, and his
+dislike of the Republican policy in extending the franchise to
+them. He was a singular man, fierce and quick-tempered, very
+foul-mouthed when he was angry, and of a most retiring
+disposition. During all the years that he lived at Horsham, I
+doubt if ever he set foot in the town. He had a garden and two or
+three fields round his house, and there he would take his
+exercise, though very often for weeks on end he would never leave
+his room. He drank a great deal of brandy and smoked very
+heavily, but he would see no society and did not want any
+friends, not even his own brother.
+
+"He didn't mind me; in fact, he took a fancy to me, for at the
+time when he saw me first I was a youngster of twelve or so. This
+would be in the year 1878, after he had been eight or nine years
+in England. He begged my father to let me live with him and he
+was very kind to me in his way. When he was sober he used to be
+fond of playing backgammon and draughts with me, and he would
+make me his representative both with the servants and with the
+tradespeople, so that by the time that I was sixteen I was quite
+master of the house. I kept all the keys and could go where I
+liked and do what I liked, so long as I did not disturb him in
+his privacy. There was one singular exception, however, for he
+had a single room, a lumber-room up among the attics, which was
+invariably locked, and which he would never permit either me or
+anyone else to enter. With a boy's curiosity I have peeped
+through the keyhole, but I was never able to see more than such a
+collection of old trunks and bundles as would be expected in such
+a room.
+
+"One day--it was in March, 1883--a letter with a foreign stamp
+lay upon the table in front of the colonel's plate. It was not a
+common thing for him to receive letters, for his bills were all
+paid in ready money, and he had no friends of any sort. 'From
+India!' said he as he took it up, 'Pondicherry postmark! What can
+this be?' Opening it hurriedly, out there jumped five little
+dried orange pips, which pattered down upon his plate. I began to
+laugh at this, but the laugh was struck from my lips at the sight
+of his face. His lip had fallen, his eyes were protruding, his
+skin the colour of putty, and he glared at the envelope which he
+still held in his trembling hand, 'K. K. K.!' he shrieked, and
+then, 'My God, my God, my sins have overtaken me!'
+
+"'What is it, uncle?' I cried.
+
+"'Death,' said he, and rising from the table he retired to his
+room, leaving me palpitating with horror. I took up the envelope
+and saw scrawled in red ink upon the inner flap, just above the
+gum, the letter K three times repeated. There was nothing else
+save the five dried pips. What could be the reason of his
+overpowering terror? I left the breakfast-table, and as I
+ascended the stair I met him coming down with an old rusty key,
+which must have belonged to the attic, in one hand, and a small
+brass box, like a cashbox, in the other.
+
+"'They may do what they like, but I'll checkmate them still,'
+said he with an oath. 'Tell Mary that I shall want a fire in my
+room to-day, and send down to Fordham, the Horsham lawyer.'
+
+"I did as he ordered, and when the lawyer arrived I was asked to
+step up to the room. The fire was burning brightly, and in the
+grate there was a mass of black, fluffy ashes, as of burned
+paper, while the brass box stood open and empty beside it. As I
+glanced at the box I noticed, with a start, that upon the lid was
+printed the treble K which I had read in the morning upon the
+envelope.
+
+"'I wish you, John,' said my uncle, 'to witness my will. I leave
+my estate, with all its advantages and all its disadvantages, to
+my brother, your father, whence it will, no doubt, descend to
+you. If you can enjoy it in peace, well and good! If you find you
+cannot, take my advice, my boy, and leave it to your deadliest
+enemy. I am sorry to give you such a two-edged thing, but I can't
+say what turn things are going to take. Kindly sign the paper
+where Mr. Fordham shows you.'
+
+"I signed the paper as directed, and the lawyer took it away with
+him. The singular incident made, as you may think, the deepest
+impression upon me, and I pondered over it and turned it every
+way in my mind without being able to make anything of it. Yet I
+could not shake off the vague feeling of dread which it left
+behind, though the sensation grew less keen as the weeks passed
+and nothing happened to disturb the usual routine of our lives. I
+could see a change in my uncle, however. He drank more than ever,
+and he was less inclined for any sort of society. Most of his
+time he would spend in his room, with the door locked upon the
+inside, but sometimes he would emerge in a sort of drunken frenzy
+and would burst out of the house and tear about the garden with a
+revolver in his hand, screaming out that he was afraid of no man,
+and that he was not to be cooped up, like a sheep in a pen, by
+man or devil. When these hot fits were over, however, he would
+rush tumultuously in at the door and lock and bar it behind him,
+like a man who can brazen it out no longer against the terror
+which lies at the roots of his soul. At such times I have seen
+his face, even on a cold day, glisten with moisture, as though it
+were new raised from a basin.
+
+"Well, to come to an end of the matter, Mr. Holmes, and not to
+abuse your patience, there came a night when he made one of those
+drunken sallies from which he never came back. We found him, when
+we went to search for him, face downward in a little
+green-scummed pool, which lay at the foot of the garden. There
+was no sign of any violence, and the water was but two feet deep,
+so that the jury, having regard to his known eccentricity,
+brought in a verdict of 'suicide.' But I, who knew how he winced
+from the very thought of death, had much ado to persuade myself
+that he had gone out of his way to meet it. The matter passed,
+however, and my father entered into possession of the estate, and
+of some 14,000 pounds, which lay to his credit at the bank."
+
+"One moment," Holmes interposed, "your statement is, I foresee,
+one of the most remarkable to which I have ever listened. Let me
+have the date of the reception by your uncle of the letter, and
+the date of his supposed suicide."
+
+"The letter arrived on March 10, 1883. His death was seven weeks
+later, upon the night of May 2nd."
+
+"Thank you. Pray proceed."
+
+"When my father took over the Horsham property, he, at my
+request, made a careful examination of the attic, which had been
+always locked up. We found the brass box there, although its
+contents had been destroyed. On the inside of the cover was a
+paper label, with the initials of K. K. K. repeated upon it, and
+'Letters, memoranda, receipts, and a register' written beneath.
+These, we presume, indicated the nature of the papers which had
+been destroyed by Colonel Openshaw. For the rest, there was
+nothing of much importance in the attic save a great many
+scattered papers and note-books bearing upon my uncle's life in
+America. Some of them were of the war time and showed that he had
+done his duty well and had borne the repute of a brave soldier.
+Others were of a date during the reconstruction of the Southern
+states, and were mostly concerned with politics, for he had
+evidently taken a strong part in opposing the carpet-bag
+politicians who had been sent down from the North.
+
+"Well, it was the beginning of '84 when my father came to live at
+Horsham, and all went as well as possible with us until the
+January of '85. On the fourth day after the new year I heard my
+father give a sharp cry of surprise as we sat together at the
+breakfast-table. There he was, sitting with a newly opened
+envelope in one hand and five dried orange pips in the
+outstretched palm of the other one. He had always laughed at what
+he called my cock-and-bull story about the colonel, but he looked
+very scared and puzzled now that the same thing had come upon
+himself.
+
+"'Why, what on earth does this mean, John?' he stammered.
+
+"My heart had turned to lead. 'It is K. K. K.,' said I.
+
+"He looked inside the envelope. 'So it is,' he cried. 'Here are
+the very letters. But what is this written above them?'
+
+"'Put the papers on the sundial,' I read, peeping over his
+shoulder.
+
+"'What papers? What sundial?' he asked.
+
+"'The sundial in the garden. There is no other,' said I; 'but the
+papers must be those that are destroyed.'
+
+"'Pooh!' said he, gripping hard at his courage. 'We are in a
+civilised land here, and we can't have tomfoolery of this kind.
+Where does the thing come from?'
+
+"'From Dundee,' I answered, glancing at the postmark.
+
+"'Some preposterous practical joke,' said he. 'What have I to do
+with sundials and papers? I shall take no notice of such
+nonsense.'
+
+"'I should certainly speak to the police,' I said.
+
+"'And be laughed at for my pains. Nothing of the sort.'
+
+"'Then let me do so?'
+
+"'No, I forbid you. I won't have a fuss made about such
+nonsense.'
+
+"It was in vain to argue with him, for he was a very obstinate
+man. I went about, however, with a heart which was full of
+forebodings.
+
+"On the third day after the coming of the letter my father went
+from home to visit an old friend of his, Major Freebody, who is
+in command of one of the forts upon Portsdown Hill. I was glad
+that he should go, for it seemed to me that he was farther from
+danger when he was away from home. In that, however, I was in
+error. Upon the second day of his absence I received a telegram
+from the major, imploring me to come at once. My father had
+fallen over one of the deep chalk-pits which abound in the
+neighbourhood, and was lying senseless, with a shattered skull. I
+hurried to him, but he passed away without having ever recovered
+his consciousness. He had, as it appears, been returning from
+Fareham in the twilight, and as the country was unknown to him,
+and the chalk-pit unfenced, the jury had no hesitation in
+bringing in a verdict of 'death from accidental causes.'
+Carefully as I examined every fact connected with his death, I
+was unable to find anything which could suggest the idea of
+murder. There were no signs of violence, no footmarks, no
+robbery, no record of strangers having been seen upon the roads.
+And yet I need not tell you that my mind was far from at ease,
+and that I was well-nigh certain that some foul plot had been
+woven round him.
+
+"In this sinister way I came into my inheritance. You will ask me
+why I did not dispose of it? I answer, because I was well
+convinced that our troubles were in some way dependent upon an
+incident in my uncle's life, and that the danger would be as
+pressing in one house as in another.
+
+"It was in January, '85, that my poor father met his end, and two
+years and eight months have elapsed since then. During that time
+I have lived happily at Horsham, and I had begun to hope that
+this curse had passed away from the family, and that it had ended
+with the last generation. I had begun to take comfort too soon,
+however; yesterday morning the blow fell in the very shape in
+which it had come upon my father."
+
+The young man took from his waistcoat a crumpled envelope, and
+turning to the table he shook out upon it five little dried
+orange pips.
+
+"This is the envelope," he continued. "The postmark is
+London--eastern division. Within are the very words which were
+upon my father's last message: 'K. K. K.'; and then 'Put the
+papers on the sundial.'"
+
+"What have you done?" asked Holmes.
+
+"Nothing."
+
+"Nothing?"
+
+"To tell the truth"--he sank his face into his thin, white
+hands--"I have felt helpless. I have felt like one of those poor
+rabbits when the snake is writhing towards it. I seem to be in
+the grasp of some resistless, inexorable evil, which no foresight
+and no precautions can guard against."
+
+"Tut! tut!" cried Sherlock Holmes. "You must act, man, or you are
+lost. Nothing but energy can save you. This is no time for
+despair."
+
+"I have seen the police."
+
+"Ah!"
+
+"But they listened to my story with a smile. I am convinced that
+the inspector has formed the opinion that the letters are all
+practical jokes, and that the deaths of my relations were really
+accidents, as the jury stated, and were not to be connected with
+the warnings."
+
+Holmes shook his clenched hands in the air. "Incredible
+imbecility!" he cried.
+
+"They have, however, allowed me a policeman, who may remain in
+the house with me."
+
+"Has he come with you to-night?"
+
+"No. His orders were to stay in the house."
+
+Again Holmes raved in the air.
+
+"Why did you come to me," he cried, "and, above all, why did you
+not come at once?"
+
+"I did not know. It was only to-day that I spoke to Major
+Prendergast about my troubles and was advised by him to come to
+you."
+
+"It is really two days since you had the letter. We should have
+acted before this. You have no further evidence, I suppose, than
+that which you have placed before us--no suggestive detail which
+might help us?"
+
+"There is one thing," said John Openshaw. He rummaged in his coat
+pocket, and, drawing out a piece of discoloured, blue-tinted
+paper, he laid it out upon the table. "I have some remembrance,"
+said he, "that on the day when my uncle burned the papers I
+observed that the small, unburned margins which lay amid the
+ashes were of this particular colour. I found this single sheet
+upon the floor of his room, and I am inclined to think that it
+may be one of the papers which has, perhaps, fluttered out from
+among the others, and in that way has escaped destruction. Beyond
+the mention of pips, I do not see that it helps us much. I think
+myself that it is a page from some private diary. The writing is
+undoubtedly my uncle's."
+
+Holmes moved the lamp, and we both bent over the sheet of paper,
+which showed by its ragged edge that it had indeed been torn from
+a book. It was headed, "March, 1869," and beneath were the
+following enigmatical notices:
+
+"4th. Hudson came. Same old platform.
+
+"7th. Set the pips on McCauley, Paramore, and
+      John Swain, of St. Augustine.
+
+"9th. McCauley cleared.
+
+"10th. John Swain cleared.
+
+"12th. Visited Paramore. All well."
+
+"Thank you!" said Holmes, folding up the paper and returning it
+to our visitor. "And now you must on no account lose another
+instant. We cannot spare time even to discuss what you have told
+me. You must get home instantly and act."
+
+"What shall I do?"
+
+"There is but one thing to do. It must be done at once. You must
+put this piece of paper which you have shown us into the brass
+box which you have described. You must also put in a note to say
+that all the other papers were burned by your uncle, and that
+this is the only one which remains. You must assert that in such
+words as will carry conviction with them. Having done this, you
+must at once put the box out upon the sundial, as directed. Do
+you understand?"
+
+"Entirely."
+
+"Do not think of revenge, or anything of the sort, at present. I
+think that we may gain that by means of the law; but we have our
+web to weave, while theirs is already woven. The first
+consideration is to remove the pressing danger which threatens
+you. The second is to clear up the mystery and to punish the
+guilty parties."
+
+"I thank you," said the young man, rising and pulling on his
+overcoat. "You have given me fresh life and hope. I shall
+certainly do as you advise."
+
+"Do not lose an instant. And, above all, take care of yourself in
+the meanwhile, for I do not think that there can be a doubt that
+you are threatened by a very real and imminent danger. How do you
+go back?"
+
+"By train from Waterloo."
+
+"It is not yet nine. The streets will be crowded, so I trust that
+you may be in safety. And yet you cannot guard yourself too
+closely."
+
+"I am armed."
+
+"That is well. To-morrow I shall set to work upon your case."
+
+"I shall see you at Horsham, then?"
+
+"No, your secret lies in London. It is there that I shall seek
+it."
+
+"Then I shall call upon you in a day, or in two days, with news
+as to the box and the papers. I shall take your advice in every
+particular." He shook hands with us and took his leave. Outside
+the wind still screamed and the rain splashed and pattered
+against the windows. This strange, wild story seemed to have come
+to us from amid the mad elements--blown in upon us like a sheet
+of sea-weed in a gale--and now to have been reabsorbed by them
+once more.
+
+Sherlock Holmes sat for some time in silence, with his head sunk
+forward and his eyes bent upon the red glow of the fire. Then he
+lit his pipe, and leaning back in his chair he watched the blue
+smoke-rings as they chased each other up to the ceiling.
+
+"I think, Watson," he remarked at last, "that of all our cases we
+have had none more fantastic than this."
+
+"Save, perhaps, the Sign of Four."
+
+"Well, yes. Save, perhaps, that. And yet this John Openshaw seems
+to me to be walking amid even greater perils than did the
+Sholtos."
+
+"But have you," I asked, "formed any definite conception as to
+what these perils are?"
+
+"There can be no question as to their nature," he answered.
+
+"Then what are they? Who is this K. K. K., and why does he pursue
+this unhappy family?"
+
+Sherlock Holmes closed his eyes and placed his elbows upon the
+arms of his chair, with his finger-tips together. "The ideal
+reasoner," he remarked, "would, when he had once been shown a
+single fact in all its bearings, deduce from it not only all the
+chain of events which led up to it but also all the results which
+would follow from it. As Cuvier could correctly describe a whole
+animal by the contemplation of a single bone, so the observer who
+has thoroughly understood one link in a series of incidents
+should be able to accurately state all the other ones, both
+before and after. We have not yet grasped the results which the
+reason alone can attain to. Problems may be solved in the study
+which have baffled all those who have sought a solution by the
+aid of their senses. To carry the art, however, to its highest
+pitch, it is necessary that the reasoner should be able to
+utilise all the facts which have come to his knowledge; and this
+in itself implies, as you will readily see, a possession of all
+knowledge, which, even in these days of free education and
+encyclopaedias, is a somewhat rare accomplishment. It is not so
+impossible, however, that a man should possess all knowledge
+which is likely to be useful to him in his work, and this I have
+endeavoured in my case to do. If I remember rightly, you on one
+occasion, in the early days of our friendship, defined my limits
+in a very precise fashion."
+
+"Yes," I answered, laughing. "It was a singular document.
+Philosophy, astronomy, and politics were marked at zero, I
+remember. Botany variable, geology profound as regards the
+mud-stains from any region within fifty miles of town, chemistry
+eccentric, anatomy unsystematic, sensational literature and crime
+records unique, violin-player, boxer, swordsman, lawyer, and
+self-poisoner by cocaine and tobacco. Those, I think, were the
+main points of my analysis."
+
+Holmes grinned at the last item. "Well," he said, "I say now, as
+I said then, that a man should keep his little brain-attic
+stocked with all the furniture that he is likely to use, and the
+rest he can put away in the lumber-room of his library, where he
+can get it if he wants it. Now, for such a case as the one which
+has been submitted to us to-night, we need certainly to muster
+all our resources. Kindly hand me down the letter K of the
+'American Encyclopaedia' which stands upon the shelf beside you.
+Thank you. Now let us consider the situation and see what may be
+deduced from it. In the first place, we may start with a strong
+presumption that Colonel Openshaw had some very strong reason for
+leaving America. Men at his time of life do not change all their
+habits and exchange willingly the charming climate of Florida for
+the lonely life of an English provincial town. His extreme love
+of solitude in England suggests the idea that he was in fear of
+someone or something, so we may assume as a working hypothesis
+that it was fear of someone or something which drove him from
+America. As to what it was he feared, we can only deduce that by
+considering the formidable letters which were received by himself
+and his successors. Did you remark the postmarks of those
+letters?"
+
+"The first was from Pondicherry, the second from Dundee, and the
+third from London."
+
+"From East London. What do you deduce from that?"
+
+"They are all seaports. That the writer was on board of a ship."
+
+"Excellent. We have already a clue. There can be no doubt that
+the probability--the strong probability--is that the writer was
+on board of a ship. And now let us consider another point. In the
+case of Pondicherry, seven weeks elapsed between the threat and
+its fulfilment, in Dundee it was only some three or four days.
+Does that suggest anything?"
+
+"A greater distance to travel."
+
+"But the letter had also a greater distance to come."
+
+"Then I do not see the point."
+
+"There is at least a presumption that the vessel in which the man
+or men are is a sailing-ship. It looks as if they always send
+their singular warning or token before them when starting upon
+their mission. You see how quickly the deed followed the sign
+when it came from Dundee. If they had come from Pondicherry in a
+steamer they would have arrived almost as soon as their letter.
+But, as a matter of fact, seven weeks elapsed. I think that those
+seven weeks represented the difference between the mail-boat which
+brought the letter and the sailing vessel which brought the
+writer."
+
+"It is possible."
+
+"More than that. It is probable. And now you see the deadly
+urgency of this new case, and why I urged young Openshaw to
+caution. The blow has always fallen at the end of the time which
+it would take the senders to travel the distance. But this one
+comes from London, and therefore we cannot count upon delay."
+
+"Good God!" I cried. "What can it mean, this relentless
+persecution?"
+
+"The papers which Openshaw carried are obviously of vital
+importance to the person or persons in the sailing-ship. I think
+that it is quite clear that there must be more than one of them.
+A single man could not have carried out two deaths in such a way
+as to deceive a coroner's jury. There must have been several in
+it, and they must have been men of resource and determination.
+Their papers they mean to have, be the holder of them who it may.
+In this way you see K. K. K. ceases to be the initials of an
+individual and becomes the badge of a society."
+
+"But of what society?"
+
+"Have you never--" said Sherlock Holmes, bending forward and
+sinking his voice--"have you never heard of the Ku Klux Klan?"
+
+"I never have."
+
+Holmes turned over the leaves of the book upon his knee. "Here it
+is," said he presently:
+
+"'Ku Klux Klan. A name derived from the fanciful resemblance to
+the sound produced by cocking a rifle. This terrible secret
+society was formed by some ex-Confederate soldiers in the
+Southern states after the Civil War, and it rapidly formed local
+branches in different parts of the country, notably in Tennessee,
+Louisiana, the Carolinas, Georgia, and Florida. Its power was
+used for political purposes, principally for the terrorising of
+the negro voters and the murdering and driving from the country
+of those who were opposed to its views. Its outrages were usually
+preceded by a warning sent to the marked man in some fantastic
+but generally recognised shape--a sprig of oak-leaves in some
+parts, melon seeds or orange pips in others. On receiving this
+the victim might either openly abjure his former ways, or might
+fly from the country. If he braved the matter out, death would
+unfailingly come upon him, and usually in some strange and
+unforeseen manner. So perfect was the organisation of the
+society, and so systematic its methods, that there is hardly a
+case upon record where any man succeeded in braving it with
+impunity, or in which any of its outrages were traced home to the
+perpetrators. For some years the organisation flourished in spite
+of the efforts of the United States government and of the better
+classes of the community in the South. Eventually, in the year
+1869, the movement rather suddenly collapsed, although there have
+been sporadic outbreaks of the same sort since that date.'
+
+"You will observe," said Holmes, laying down the volume, "that
+the sudden breaking up of the society was coincident with the
+disappearance of Openshaw from America with their papers. It may
+well have been cause and effect. It is no wonder that he and his
+family have some of the more implacable spirits upon their track.
+You can understand that this register and diary may implicate
+some of the first men in the South, and that there may be many
+who will not sleep easy at night until it is recovered."
+
+"Then the page we have seen--"
+
+"Is such as we might expect. It ran, if I remember right, 'sent
+the pips to A, B, and C'--that is, sent the society's warning to
+them. Then there are successive entries that A and B cleared, or
+left the country, and finally that C was visited, with, I fear, a
+sinister result for C. Well, I think, Doctor, that we may let
+some light into this dark place, and I believe that the only
+chance young Openshaw has in the meantime is to do what I have
+told him. There is nothing more to be said or to be done
+to-night, so hand me over my violin and let us try to forget for
+half an hour the miserable weather and the still more miserable
+ways of our fellow-men."
+
+
+It had cleared in the morning, and the sun was shining with a
+subdued brightness through the dim veil which hangs over the
+great city. Sherlock Holmes was already at breakfast when I came
+down.
+
+"You will excuse me for not waiting for you," said he; "I have, I
+foresee, a very busy day before me in looking into this case of
+young Openshaw's."
+
+"What steps will you take?" I asked.
+
+"It will very much depend upon the results of my first inquiries.
+I may have to go down to Horsham, after all."
+
+"You will not go there first?"
+
+"No, I shall commence with the City. Just ring the bell and the
+maid will bring up your coffee."
+
+As I waited, I lifted the unopened newspaper from the table and
+glanced my eye over it. It rested upon a heading which sent a
+chill to my heart.
+
+"Holmes," I cried, "you are too late."
+
+"Ah!" said he, laying down his cup, "I feared as much. How was it
+done?" He spoke calmly, but I could see that he was deeply moved.
+
+"My eye caught the name of Openshaw, and the heading 'Tragedy
+Near Waterloo Bridge.' Here is the account:
+
+"Between nine and ten last night Police-Constable Cook, of the H
+Division, on duty near Waterloo Bridge, heard a cry for help and
+a splash in the water. The night, however, was extremely dark and
+stormy, so that, in spite of the help of several passers-by, it
+was quite impossible to effect a rescue. The alarm, however, was
+given, and, by the aid of the water-police, the body was
+eventually recovered. It proved to be that of a young gentleman
+whose name, as it appears from an envelope which was found in his
+pocket, was John Openshaw, and whose residence is near Horsham.
+It is conjectured that he may have been hurrying down to catch
+the last train from Waterloo Station, and that in his haste and
+the extreme darkness he missed his path and walked over the edge
+of one of the small landing-places for river steamboats. The body
+exhibited no traces of violence, and there can be no doubt that
+the deceased had been the victim of an unfortunate accident,
+which should have the effect of calling the attention of the
+authorities to the condition of the riverside landing-stages."
+
+We sat in silence for some minutes, Holmes more depressed and
+shaken than I had ever seen him.
+
+"That hurts my pride, Watson," he said at last. "It is a petty
+feeling, no doubt, but it hurts my pride. It becomes a personal
+matter with me now, and, if God sends me health, I shall set my
+hand upon this gang. That he should come to me for help, and that
+I should send him away to his death--!" He sprang from his chair
+and paced about the room in uncontrollable agitation, with a
+flush upon his sallow cheeks and a nervous clasping and
+unclasping of his long thin hands.
+
+"They must be cunning devils," he exclaimed at last. "How could
+they have decoyed him down there? The Embankment is not on the
+direct line to the station. The bridge, no doubt, was too
+crowded, even on such a night, for their purpose. Well, Watson,
+we shall see who will win in the long run. I am going out now!"
+
+"To the police?"
+
+"No; I shall be my own police. When I have spun the web they may
+take the flies, but not before."
+
+All day I was engaged in my professional work, and it was late in
+the evening before I returned to Baker Street. Sherlock Holmes
+had not come back yet. It was nearly ten o'clock before he
+entered, looking pale and worn. He walked up to the sideboard,
+and tearing a piece from the loaf he devoured it voraciously,
+washing it down with a long draught of water.
+
+"You are hungry," I remarked.
+
+"Starving. It had escaped my memory. I have had nothing since
+breakfast."
+
+"Nothing?"
+
+"Not a bite. I had no time to think of it."
+
+"And how have you succeeded?"
+
+"Well."
+
+"You have a clue?"
+
+"I have them in the hollow of my hand. Young Openshaw shall not
+long remain unavenged. Why, Watson, let us put their own devilish
+trade-mark upon them. It is well thought of!"
+
+"What do you mean?"
+
+He took an orange from the cupboard, and tearing it to pieces he
+squeezed out the pips upon the table. Of these he took five and
+thrust them into an envelope. On the inside of the flap he wrote
+"S. H. for J. O." Then he sealed it and addressed it to "Captain
+James Calhoun, Barque 'Lone Star,' Savannah, Georgia."
+
+"That will await him when he enters port," said he, chuckling.
+"It may give him a sleepless night. He will find it as sure a
+precursor of his fate as Openshaw did before him."
+
+"And who is this Captain Calhoun?"
+
+"The leader of the gang. I shall have the others, but he first."
+
+"How did you trace it, then?"
+
+He took a large sheet of paper from his pocket, all covered with
+dates and names.
+
+"I have spent the whole day," said he, "over Lloyd's registers
+and files of the old papers, following the future career of every
+vessel which touched at Pondicherry in January and February in
+'83. There were thirty-six ships of fair tonnage which were
+reported there during those months. Of these, one, the 'Lone Star,'
+instantly attracted my attention, since, although it was reported
+as having cleared from London, the name is that which is given to
+one of the states of the Union."
+
+"Texas, I think."
+
+"I was not and am not sure which; but I knew that the ship must
+have an American origin."
+
+"What then?"
+
+"I searched the Dundee records, and when I found that the barque
+'Lone Star' was there in January, '85, my suspicion became a
+certainty. I then inquired as to the vessels which lay at present
+in the port of London."
+
+"Yes?"
+
+"The 'Lone Star' had arrived here last week. I went down to the
+Albert Dock and found that she had been taken down the river by
+the early tide this morning, homeward bound to Savannah. I wired
+to Gravesend and learned that she had passed some time ago, and
+as the wind is easterly I have no doubt that she is now past the
+Goodwins and not very far from the Isle of Wight."
+
+"What will you do, then?"
+
+"Oh, I have my hand upon him. He and the two mates, are as I
+learn, the only native-born Americans in the ship. The others are
+Finns and Germans. I know, also, that they were all three away
+from the ship last night. I had it from the stevedore who has
+been loading their cargo. By the time that their sailing-ship
+reaches Savannah the mail-boat will have carried this letter, and
+the cable will have informed the police of Savannah that these
+three gentlemen are badly wanted here upon a charge of murder."
+
+There is ever a flaw, however, in the best laid of human plans,
+and the murderers of John Openshaw were never to receive the
+orange pips which would show them that another, as cunning and as
+resolute as themselves, was upon their track. Very long and very
+severe were the equinoctial gales that year. We waited long for
+news of the "Lone Star" of Savannah, but none ever reached us. We
+did at last hear that somewhere far out in the Atlantic a
+shattered stern-post of a boat was seen swinging in the trough
+of a wave, with the letters "L. S." carved upon it, and that is
+all which we shall ever know of the fate of the "Lone Star."
+
+
+
+ADVENTURE VI. THE MAN WITH THE TWISTED LIP
+
+Isa Whitney, brother of the late Elias Whitney, D.D., Principal
+of the Theological College of St. George's, was much addicted to
+opium. The habit grew upon him, as I understand, from some
+foolish freak when he was at college; for having read De
+Quincey's description of his dreams and sensations, he had
+drenched his tobacco with laudanum in an attempt to produce the
+same effects. He found, as so many more have done, that the
+practice is easier to attain than to get rid of, and for many
+years he continued to be a slave to the drug, an object of
+mingled horror and pity to his friends and relatives. I can see
+him now, with yellow, pasty face, drooping lids, and pin-point
+pupils, all huddled in a chair, the wreck and ruin of a noble
+man.
+
+One night--it was in June, '89--there came a ring to my bell,
+about the hour when a man gives his first yawn and glances at the
+clock. I sat up in my chair, and my wife laid her needle-work
+down in her lap and made a little face of disappointment.
+
+"A patient!" said she. "You'll have to go out."
+
+I groaned, for I was newly come back from a weary day.
+
+We heard the door open, a few hurried words, and then quick steps
+upon the linoleum. Our own door flew open, and a lady, clad in
+some dark-coloured stuff, with a black veil, entered the room.
+
+"You will excuse my calling so late," she began, and then,
+suddenly losing her self-control, she ran forward, threw her arms
+about my wife's neck, and sobbed upon her shoulder. "Oh, I'm in
+such trouble!" she cried; "I do so want a little help."
+
+"Why," said my wife, pulling up her veil, "it is Kate Whitney.
+How you startled me, Kate! I had not an idea who you were when
+you came in."
+
+"I didn't know what to do, so I came straight to you." That was
+always the way. Folk who were in grief came to my wife like birds
+to a light-house.
+
+"It was very sweet of you to come. Now, you must have some wine
+and water, and sit here comfortably and tell us all about it. Or
+should you rather that I sent James off to bed?"
+
+"Oh, no, no! I want the doctor's advice and help, too. It's about
+Isa. He has not been home for two days. I am so frightened about
+him!"
+
+It was not the first time that she had spoken to us of her
+husband's trouble, to me as a doctor, to my wife as an old friend
+and school companion. We soothed and comforted her by such words
+as we could find. Did she know where her husband was? Was it
+possible that we could bring him back to her?
+
+It seems that it was. She had the surest information that of late
+he had, when the fit was on him, made use of an opium den in the
+farthest east of the City. Hitherto his orgies had always been
+confined to one day, and he had come back, twitching and
+shattered, in the evening. But now the spell had been upon him
+eight-and-forty hours, and he lay there, doubtless among the
+dregs of the docks, breathing in the poison or sleeping off the
+effects. There he was to be found, she was sure of it, at the Bar
+of Gold, in Upper Swandam Lane. But what was she to do? How could
+she, a young and timid woman, make her way into such a place and
+pluck her husband out from among the ruffians who surrounded him?
+
+There was the case, and of course there was but one way out of
+it. Might I not escort her to this place? And then, as a second
+thought, why should she come at all? I was Isa Whitney's medical
+adviser, and as such I had influence over him. I could manage it
+better if I were alone. I promised her on my word that I would
+send him home in a cab within two hours if he were indeed at the
+address which she had given me. And so in ten minutes I had left
+my armchair and cheery sitting-room behind me, and was speeding
+eastward in a hansom on a strange errand, as it seemed to me at
+the time, though the future only could show how strange it was to
+be.
+
+But there was no great difficulty in the first stage of my
+adventure. Upper Swandam Lane is a vile alley lurking behind the
+high wharves which line the north side of the river to the east
+of London Bridge. Between a slop-shop and a gin-shop, approached
+by a steep flight of steps leading down to a black gap like the
+mouth of a cave, I found the den of which I was in search.
+Ordering my cab to wait, I passed down the steps, worn hollow in
+the centre by the ceaseless tread of drunken feet; and by the
+light of a flickering oil-lamp above the door I found the latch
+and made my way into a long, low room, thick and heavy with the
+brown opium smoke, and terraced with wooden berths, like the
+forecastle of an emigrant ship.
+
+Through the gloom one could dimly catch a glimpse of bodies lying
+in strange fantastic poses, bowed shoulders, bent knees, heads
+thrown back, and chins pointing upward, with here and there a
+dark, lack-lustre eye turned upon the newcomer. Out of the black
+shadows there glimmered little red circles of light, now bright,
+now faint, as the burning poison waxed or waned in the bowls of
+the metal pipes. The most lay silent, but some muttered to
+themselves, and others talked together in a strange, low,
+monotonous voice, their conversation coming in gushes, and then
+suddenly tailing off into silence, each mumbling out his own
+thoughts and paying little heed to the words of his neighbour. At
+the farther end was a small brazier of burning charcoal, beside
+which on a three-legged wooden stool there sat a tall, thin old
+man, with his jaw resting upon his two fists, and his elbows upon
+his knees, staring into the fire.
+
+As I entered, a sallow Malay attendant had hurried up with a pipe
+for me and a supply of the drug, beckoning me to an empty berth.
+
+"Thank you. I have not come to stay," said I. "There is a friend
+of mine here, Mr. Isa Whitney, and I wish to speak with him."
+
+There was a movement and an exclamation from my right, and
+peering through the gloom, I saw Whitney, pale, haggard, and
+unkempt, staring out at me.
+
+"My God! It's Watson," said he. He was in a pitiable state of
+reaction, with every nerve in a twitter. "I say, Watson, what
+o'clock is it?"
+
+"Nearly eleven."
+
+"Of what day?"
+
+"Of Friday, June 19th."
+
+"Good heavens! I thought it was Wednesday. It is Wednesday. What
+d'you want to frighten a chap for?" He sank his face onto his
+arms and began to sob in a high treble key.
+
+"I tell you that it is Friday, man. Your wife has been waiting
+this two days for you. You should be ashamed of yourself!"
+
+"So I am. But you've got mixed, Watson, for I have only been here
+a few hours, three pipes, four pipes--I forget how many. But I'll
+go home with you. I wouldn't frighten Kate--poor little Kate.
+Give me your hand! Have you a cab?"
+
+"Yes, I have one waiting."
+
+"Then I shall go in it. But I must owe something. Find what I
+owe, Watson. I am all off colour. I can do nothing for myself."
+
+I walked down the narrow passage between the double row of
+sleepers, holding my breath to keep out the vile, stupefying
+fumes of the drug, and looking about for the manager. As I passed
+the tall man who sat by the brazier I felt a sudden pluck at my
+skirt, and a low voice whispered, "Walk past me, and then look
+back at me." The words fell quite distinctly upon my ear. I
+glanced down. They could only have come from the old man at my
+side, and yet he sat now as absorbed as ever, very thin, very
+wrinkled, bent with age, an opium pipe dangling down from between
+his knees, as though it had dropped in sheer lassitude from his
+fingers. I took two steps forward and looked back. It took all my
+self-control to prevent me from breaking out into a cry of
+astonishment. He had turned his back so that none could see him
+but I. His form had filled out, his wrinkles were gone, the dull
+eyes had regained their fire, and there, sitting by the fire and
+grinning at my surprise, was none other than Sherlock Holmes. He
+made a slight motion to me to approach him, and instantly, as he
+turned his face half round to the company once more, subsided
+into a doddering, loose-lipped senility.
+
+"Holmes!" I whispered, "what on earth are you doing in this den?"
+
+"As low as you can," he answered; "I have excellent ears. If you
+would have the great kindness to get rid of that sottish friend
+of yours I should be exceedingly glad to have a little talk with
+you."
+
+"I have a cab outside."
+
+"Then pray send him home in it. You may safely trust him, for he
+appears to be too limp to get into any mischief. I should
+recommend you also to send a note by the cabman to your wife to
+say that you have thrown in your lot with me. If you will wait
+outside, I shall be with you in five minutes."
+
+It was difficult to refuse any of Sherlock Holmes' requests, for
+they were always so exceedingly definite, and put forward with
+such a quiet air of mastery. I felt, however, that when Whitney
+was once confined in the cab my mission was practically
+accomplished; and for the rest, I could not wish anything better
+than to be associated with my friend in one of those singular
+adventures which were the normal condition of his existence. In a
+few minutes I had written my note, paid Whitney's bill, led him
+out to the cab, and seen him driven through the darkness. In a
+very short time a decrepit figure had emerged from the opium den,
+and I was walking down the street with Sherlock Holmes. For two
+streets he shuffled along with a bent back and an uncertain foot.
+Then, glancing quickly round, he straightened himself out and
+burst into a hearty fit of laughter.
+
+"I suppose, Watson," said he, "that you imagine that I have added
+opium-smoking to cocaine injections, and all the other little
+weaknesses on which you have favoured me with your medical
+views."
+
+"I was certainly surprised to find you there."
+
+"But not more so than I to find you."
+
+"I came to find a friend."
+
+"And I to find an enemy."
+
+"An enemy?"
+
+"Yes; one of my natural enemies, or, shall I say, my natural
+prey. Briefly, Watson, I am in the midst of a very remarkable
+inquiry, and I have hoped to find a clue in the incoherent
+ramblings of these sots, as I have done before now. Had I been
+recognised in that den my life would not have been worth an
+hour's purchase; for I have used it before now for my own
+purposes, and the rascally Lascar who runs it has sworn to have
+vengeance upon me. There is a trap-door at the back of that
+building, near the corner of Paul's Wharf, which could tell some
+strange tales of what has passed through it upon the moonless
+nights."
+
+"What! You do not mean bodies?"
+
+"Ay, bodies, Watson. We should be rich men if we had 1000 pounds
+for every poor devil who has been done to death in that den. It
+is the vilest murder-trap on the whole riverside, and I fear that
+Neville St. Clair has entered it never to leave it more. But our
+trap should be here." He put his two forefingers between his
+teeth and whistled shrilly--a signal which was answered by a
+similar whistle from the distance, followed shortly by the rattle
+of wheels and the clink of horses' hoofs.
+
+"Now, Watson," said Holmes, as a tall dog-cart dashed up through
+the gloom, throwing out two golden tunnels of yellow light from
+its side lanterns. "You'll come with me, won't you?"
+
+"If I can be of use."
+
+"Oh, a trusty comrade is always of use; and a chronicler still
+more so. My room at The Cedars is a double-bedded one."
+
+"The Cedars?"
+
+"Yes; that is Mr. St. Clair's house. I am staying there while I
+conduct the inquiry."
+
+"Where is it, then?"
+
+"Near Lee, in Kent. We have a seven-mile drive before us."
+
+"But I am all in the dark."
+
+"Of course you are. You'll know all about it presently. Jump up
+here. All right, John; we shall not need you. Here's half a
+crown. Look out for me to-morrow, about eleven. Give her her
+head. So long, then!"
+
+He flicked the horse with his whip, and we dashed away through
+the endless succession of sombre and deserted streets, which
+widened gradually, until we were flying across a broad
+balustraded bridge, with the murky river flowing sluggishly
+beneath us. Beyond lay another dull wilderness of bricks and
+mortar, its silence broken only by the heavy, regular footfall of
+the policeman, or the songs and shouts of some belated party of
+revellers. A dull wrack was drifting slowly across the sky, and a
+star or two twinkled dimly here and there through the rifts of
+the clouds. Holmes drove in silence, with his head sunk upon his
+breast, and the air of a man who is lost in thought, while I sat
+beside him, curious to learn what this new quest might be which
+seemed to tax his powers so sorely, and yet afraid to break in
+upon the current of his thoughts. We had driven several miles,
+and were beginning to get to the fringe of the belt of suburban
+villas, when he shook himself, shrugged his shoulders, and lit up
+his pipe with the air of a man who has satisfied himself that he
+is acting for the best.
+
+"You have a grand gift of silence, Watson," said he. "It makes
+you quite invaluable as a companion. 'Pon my word, it is a great
+thing for me to have someone to talk to, for my own thoughts are
+not over-pleasant. I was wondering what I should say to this dear
+little woman to-night when she meets me at the door."
+
+"You forget that I know nothing about it."
+
+"I shall just have time to tell you the facts of the case before
+we get to Lee. It seems absurdly simple, and yet, somehow I can
+get nothing to go upon. There's plenty of thread, no doubt, but I
+can't get the end of it into my hand. Now, I'll state the case
+clearly and concisely to you, Watson, and maybe you can see a
+spark where all is dark to me."
+
+"Proceed, then."
+
+"Some years ago--to be definite, in May, 1884--there came to Lee
+a gentleman, Neville St. Clair by name, who appeared to have
+plenty of money. He took a large villa, laid out the grounds very
+nicely, and lived generally in good style. By degrees he made
+friends in the neighbourhood, and in 1887 he married the daughter
+of a local brewer, by whom he now has two children. He had no
+occupation, but was interested in several companies and went into
+town as a rule in the morning, returning by the 5:14 from Cannon
+Street every night. Mr. St. Clair is now thirty-seven years of
+age, is a man of temperate habits, a good husband, a very
+affectionate father, and a man who is popular with all who know
+him. I may add that his whole debts at the present moment, as far
+as we have been able to ascertain, amount to 88 pounds 10s., while
+he has 220 pounds standing to his credit in the Capital and
+Counties Bank. There is no reason, therefore, to think that money
+troubles have been weighing upon his mind.
+
+"Last Monday Mr. Neville St. Clair went into town rather earlier
+than usual, remarking before he started that he had two important
+commissions to perform, and that he would bring his little boy
+home a box of bricks. Now, by the merest chance, his wife
+received a telegram upon this same Monday, very shortly after his
+departure, to the effect that a small parcel of considerable
+value which she had been expecting was waiting for her at the
+offices of the Aberdeen Shipping Company. Now, if you are well up
+in your London, you will know that the office of the company is
+in Fresno Street, which branches out of Upper Swandam Lane, where
+you found me to-night. Mrs. St. Clair had her lunch, started for
+the City, did some shopping, proceeded to the company's office,
+got her packet, and found herself at exactly 4:35 walking through
+Swandam Lane on her way back to the station. Have you followed me
+so far?"
+
+"It is very clear."
+
+"If you remember, Monday was an exceedingly hot day, and Mrs. St.
+Clair walked slowly, glancing about in the hope of seeing a cab,
+as she did not like the neighbourhood in which she found herself.
+While she was walking in this way down Swandam Lane, she suddenly
+heard an ejaculation or cry, and was struck cold to see her
+husband looking down at her and, as it seemed to her, beckoning
+to her from a second-floor window. The window was open, and she
+distinctly saw his face, which she describes as being terribly
+agitated. He waved his hands frantically to her, and then
+vanished from the window so suddenly that it seemed to her that
+he had been plucked back by some irresistible force from behind.
+One singular point which struck her quick feminine eye was that
+although he wore some dark coat, such as he had started to town
+in, he had on neither collar nor necktie.
+
+"Convinced that something was amiss with him, she rushed down the
+steps--for the house was none other than the opium den in which
+you found me to-night--and running through the front room she
+attempted to ascend the stairs which led to the first floor. At
+the foot of the stairs, however, she met this Lascar scoundrel of
+whom I have spoken, who thrust her back and, aided by a Dane, who
+acts as assistant there, pushed her out into the street. Filled
+with the most maddening doubts and fears, she rushed down the
+lane and, by rare good-fortune, met in Fresno Street a number of
+constables with an inspector, all on their way to their beat. The
+inspector and two men accompanied her back, and in spite of the
+continued resistance of the proprietor, they made their way to
+the room in which Mr. St. Clair had last been seen. There was no
+sign of him there. In fact, in the whole of that floor there was
+no one to be found save a crippled wretch of hideous aspect, who,
+it seems, made his home there. Both he and the Lascar stoutly
+swore that no one else had been in the front room during the
+afternoon. So determined was their denial that the inspector was
+staggered, and had almost come to believe that Mrs. St. Clair had
+been deluded when, with a cry, she sprang at a small deal box
+which lay upon the table and tore the lid from it. Out there fell
+a cascade of children's bricks. It was the toy which he had
+promised to bring home.
+
+"This discovery, and the evident confusion which the cripple
+showed, made the inspector realise that the matter was serious.
+The rooms were carefully examined, and results all pointed to an
+abominable crime. The front room was plainly furnished as a
+sitting-room and led into a small bedroom, which looked out upon
+the back of one of the wharves. Between the wharf and the bedroom
+window is a narrow strip, which is dry at low tide but is covered
+at high tide with at least four and a half feet of water. The
+bedroom window was a broad one and opened from below. On
+examination traces of blood were to be seen upon the windowsill,
+and several scattered drops were visible upon the wooden floor of
+the bedroom. Thrust away behind a curtain in the front room were
+all the clothes of Mr. Neville St. Clair, with the exception of
+his coat. His boots, his socks, his hat, and his watch--all were
+there. There were no signs of violence upon any of these
+garments, and there were no other traces of Mr. Neville St.
+Clair. Out of the window he must apparently have gone for no
+other exit could be discovered, and the ominous bloodstains upon
+the sill gave little promise that he could save himself by
+swimming, for the tide was at its very highest at the moment of
+the tragedy.
+
+"And now as to the villains who seemed to be immediately
+implicated in the matter. The Lascar was known to be a man of the
+vilest antecedents, but as, by Mrs. St. Clair's story, he was
+known to have been at the foot of the stair within a very few
+seconds of her husband's appearance at the window, he could
+hardly have been more than an accessory to the crime. His defence
+was one of absolute ignorance, and he protested that he had no
+knowledge as to the doings of Hugh Boone, his lodger, and that he
+could not account in any way for the presence of the missing
+gentleman's clothes.
+
+"So much for the Lascar manager. Now for the sinister cripple who
+lives upon the second floor of the opium den, and who was
+certainly the last human being whose eyes rested upon Neville St.
+Clair. His name is Hugh Boone, and his hideous face is one which
+is familiar to every man who goes much to the City. He is a
+professional beggar, though in order to avoid the police
+regulations he pretends to a small trade in wax vestas. Some
+little distance down Threadneedle Street, upon the left-hand
+side, there is, as you may have remarked, a small angle in the
+wall. Here it is that this creature takes his daily seat,
+cross-legged with his tiny stock of matches on his lap, and as he
+is a piteous spectacle a small rain of charity descends into the
+greasy leather cap which lies upon the pavement beside him. I
+have watched the fellow more than once before ever I thought of
+making his professional acquaintance, and I have been surprised
+at the harvest which he has reaped in a short time. His
+appearance, you see, is so remarkable that no one can pass him
+without observing him. A shock of orange hair, a pale face
+disfigured by a horrible scar, which, by its contraction, has
+turned up the outer edge of his upper lip, a bulldog chin, and a
+pair of very penetrating dark eyes, which present a singular
+contrast to the colour of his hair, all mark him out from amid
+the common crowd of mendicants and so, too, does his wit, for he
+is ever ready with a reply to any piece of chaff which may be
+thrown at him by the passers-by. This is the man whom we now
+learn to have been the lodger at the opium den, and to have been
+the last man to see the gentleman of whom we are in quest."
+
+"But a cripple!" said I. "What could he have done single-handed
+against a man in the prime of life?"
+
+"He is a cripple in the sense that he walks with a limp; but in
+other respects he appears to be a powerful and well-nurtured man.
+Surely your medical experience would tell you, Watson, that
+weakness in one limb is often compensated for by exceptional
+strength in the others."
+
+"Pray continue your narrative."
+
+"Mrs. St. Clair had fainted at the sight of the blood upon the
+window, and she was escorted home in a cab by the police, as her
+presence could be of no help to them in their investigations.
+Inspector Barton, who had charge of the case, made a very careful
+examination of the premises, but without finding anything which
+threw any light upon the matter. One mistake had been made in not
+arresting Boone instantly, as he was allowed some few minutes
+during which he might have communicated with his friend the
+Lascar, but this fault was soon remedied, and he was seized and
+searched, without anything being found which could incriminate
+him. There were, it is true, some blood-stains upon his right
+shirt-sleeve, but he pointed to his ring-finger, which had been
+cut near the nail, and explained that the bleeding came from
+there, adding that he had been to the window not long before, and
+that the stains which had been observed there came doubtless from
+the same source. He denied strenuously having ever seen Mr.
+Neville St. Clair and swore that the presence of the clothes in
+his room was as much a mystery to him as to the police. As to
+Mrs. St. Clair's assertion that she had actually seen her husband
+at the window, he declared that she must have been either mad or
+dreaming. He was removed, loudly protesting, to the
+police-station, while the inspector remained upon the premises in
+the hope that the ebbing tide might afford some fresh clue.
+
+"And it did, though they hardly found upon the mud-bank what they
+had feared to find. It was Neville St. Clair's coat, and not
+Neville St. Clair, which lay uncovered as the tide receded. And
+what do you think they found in the pockets?"
+
+"I cannot imagine."
+
+"No, I don't think you would guess. Every pocket stuffed with
+pennies and half-pennies--421 pennies and 270 half-pennies. It
+was no wonder that it had not been swept away by the tide. But a
+human body is a different matter. There is a fierce eddy between
+the wharf and the house. It seemed likely enough that the
+weighted coat had remained when the stripped body had been sucked
+away into the river."
+
+"But I understand that all the other clothes were found in the
+room. Would the body be dressed in a coat alone?"
+
+"No, sir, but the facts might be met speciously enough. Suppose
+that this man Boone had thrust Neville St. Clair through the
+window, there is no human eye which could have seen the deed.
+What would he do then? It would of course instantly strike him
+that he must get rid of the tell-tale garments. He would seize
+the coat, then, and be in the act of throwing it out, when it
+would occur to him that it would swim and not sink. He has little
+time, for he has heard the scuffle downstairs when the wife tried
+to force her way up, and perhaps he has already heard from his
+Lascar confederate that the police are hurrying up the street.
+There is not an instant to be lost. He rushes to some secret
+hoard, where he has accumulated the fruits of his beggary, and he
+stuffs all the coins upon which he can lay his hands into the
+pockets to make sure of the coat's sinking. He throws it out, and
+would have done the same with the other garments had not he heard
+the rush of steps below, and only just had time to close the
+window when the police appeared."
+
+"It certainly sounds feasible."
+
+"Well, we will take it as a working hypothesis for want of a
+better. Boone, as I have told you, was arrested and taken to the
+station, but it could not be shown that there had ever before
+been anything against him. He had for years been known as a
+professional beggar, but his life appeared to have been a very
+quiet and innocent one. There the matter stands at present, and
+the questions which have to be solved--what Neville St. Clair was
+doing in the opium den, what happened to him when there, where is
+he now, and what Hugh Boone had to do with his disappearance--are
+all as far from a solution as ever. I confess that I cannot
+recall any case within my experience which looked at the first
+glance so simple and yet which presented such difficulties."
+
+While Sherlock Holmes had been detailing this singular series of
+events, we had been whirling through the outskirts of the great
+town until the last straggling houses had been left behind, and
+we rattled along with a country hedge upon either side of us.
+Just as he finished, however, we drove through two scattered
+villages, where a few lights still glimmered in the windows.
+
+"We are on the outskirts of Lee," said my companion. "We have
+touched on three English counties in our short drive, starting in
+Middlesex, passing over an angle of Surrey, and ending in Kent.
+See that light among the trees? That is The Cedars, and beside
+that lamp sits a woman whose anxious ears have already, I have
+little doubt, caught the clink of our horse's feet."
+
+"But why are you not conducting the case from Baker Street?" I
+asked.
+
+"Because there are many inquiries which must be made out here.
+Mrs. St. Clair has most kindly put two rooms at my disposal, and
+you may rest assured that she will have nothing but a welcome for
+my friend and colleague. I hate to meet her, Watson, when I have
+no news of her husband. Here we are. Whoa, there, whoa!"
+
+We had pulled up in front of a large villa which stood within its
+own grounds. A stable-boy had run out to the horse's head, and
+springing down, I followed Holmes up the small, winding
+gravel-drive which led to the house. As we approached, the door
+flew open, and a little blonde woman stood in the opening, clad
+in some sort of light mousseline de soie, with a touch of fluffy
+pink chiffon at her neck and wrists. She stood with her figure
+outlined against the flood of light, one hand upon the door, one
+half-raised in her eagerness, her body slightly bent, her head
+and face protruded, with eager eyes and parted lips, a standing
+question.
+
+"Well?" she cried, "well?" And then, seeing that there were two
+of us, she gave a cry of hope which sank into a groan as she saw
+that my companion shook his head and shrugged his shoulders.
+
+"No good news?"
+
+"None."
+
+"No bad?"
+
+"No."
+
+"Thank God for that. But come in. You must be weary, for you have
+had a long day."
+
+"This is my friend, Dr. Watson. He has been of most vital use to
+me in several of my cases, and a lucky chance has made it
+possible for me to bring him out and associate him with this
+investigation."
+
+"I am delighted to see you," said she, pressing my hand warmly.
+"You will, I am sure, forgive anything that may be wanting in our
+arrangements, when you consider the blow which has come so
+suddenly upon us."
+
+"My dear madam," said I, "I am an old campaigner, and if I were
+not I can very well see that no apology is needed. If I can be of
+any assistance, either to you or to my friend here, I shall be
+indeed happy."
+
+"Now, Mr. Sherlock Holmes," said the lady as we entered a
+well-lit dining-room, upon the table of which a cold supper had
+been laid out, "I should very much like to ask you one or two
+plain questions, to which I beg that you will give a plain
+answer."
+
+"Certainly, madam."
+
+"Do not trouble about my feelings. I am not hysterical, nor given
+to fainting. I simply wish to hear your real, real opinion."
+
+"Upon what point?"
+
+"In your heart of hearts, do you think that Neville is alive?"
+
+Sherlock Holmes seemed to be embarrassed by the question.
+"Frankly, now!" she repeated, standing upon the rug and looking
+keenly down at him as he leaned back in a basket-chair.
+
+"Frankly, then, madam, I do not."
+
+"You think that he is dead?"
+
+"I do."
+
+"Murdered?"
+
+"I don't say that. Perhaps."
+
+"And on what day did he meet his death?"
+
+"On Monday."
+
+"Then perhaps, Mr. Holmes, you will be good enough to explain how
+it is that I have received a letter from him to-day."
+
+Sherlock Holmes sprang out of his chair as if he had been
+galvanised.
+
+"What!" he roared.
+
+"Yes, to-day." She stood smiling, holding up a little slip of
+paper in the air.
+
+"May I see it?"
+
+"Certainly."
+
+He snatched it from her in his eagerness, and smoothing it out
+upon the table he drew over the lamp and examined it intently. I
+had left my chair and was gazing at it over his shoulder. The
+envelope was a very coarse one and was stamped with the Gravesend
+postmark and with the date of that very day, or rather of the day
+before, for it was considerably after midnight.
+
+"Coarse writing," murmured Holmes. "Surely this is not your
+husband's writing, madam."
+
+"No, but the enclosure is."
+
+"I perceive also that whoever addressed the envelope had to go
+and inquire as to the address."
+
+"How can you tell that?"
+
+"The name, you see, is in perfectly black ink, which has dried
+itself. The rest is of the greyish colour, which shows that
+blotting-paper has been used. If it had been written straight
+off, and then blotted, none would be of a deep black shade. This
+man has written the name, and there has then been a pause before
+he wrote the address, which can only mean that he was not
+familiar with it. It is, of course, a trifle, but there is
+nothing so important as trifles. Let us now see the letter. Ha!
+there has been an enclosure here!"
+
+"Yes, there was a ring. His signet-ring."
+
+"And you are sure that this is your husband's hand?"
+
+"One of his hands."
+
+"One?"
+
+"His hand when he wrote hurriedly. It is very unlike his usual
+writing, and yet I know it well."
+
+"'Dearest do not be frightened. All will come well. There is a
+huge error which it may take some little time to rectify.
+Wait in patience.--NEVILLE.' Written in pencil upon the fly-leaf
+of a book, octavo size, no water-mark. Hum! Posted to-day in
+Gravesend by a man with a dirty thumb. Ha! And the flap has been
+gummed, if I am not very much in error, by a person who had been
+chewing tobacco. And you have no doubt that it is your husband's
+hand, madam?"
+
+"None. Neville wrote those words."
+
+"And they were posted to-day at Gravesend. Well, Mrs. St. Clair,
+the clouds lighten, though I should not venture to say that the
+danger is over."
+
+"But he must be alive, Mr. Holmes."
+
+"Unless this is a clever forgery to put us on the wrong scent.
+The ring, after all, proves nothing. It may have been taken from
+him."
+
+"No, no; it is, it is his very own writing!"
+
+"Very well. It may, however, have been written on Monday and only
+posted to-day."
+
+"That is possible."
+
+"If so, much may have happened between."
+
+"Oh, you must not discourage me, Mr. Holmes. I know that all is
+well with him. There is so keen a sympathy between us that I
+should know if evil came upon him. On the very day that I saw him
+last he cut himself in the bedroom, and yet I in the dining-room
+rushed upstairs instantly with the utmost certainty that
+something had happened. Do you think that I would respond to such
+a trifle and yet be ignorant of his death?"
+
+"I have seen too much not to know that the impression of a woman
+may be more valuable than the conclusion of an analytical
+reasoner. And in this letter you certainly have a very strong
+piece of evidence to corroborate your view. But if your husband
+is alive and able to write letters, why should he remain away
+from you?"
+
+"I cannot imagine. It is unthinkable."
+
+"And on Monday he made no remarks before leaving you?"
+
+"No."
+
+"And you were surprised to see him in Swandam Lane?"
+
+"Very much so."
+
+"Was the window open?"
+
+"Yes."
+
+"Then he might have called to you?"
+
+"He might."
+
+"He only, as I understand, gave an inarticulate cry?"
+
+"Yes."
+
+"A call for help, you thought?"
+
+"Yes. He waved his hands."
+
+"But it might have been a cry of surprise. Astonishment at the
+unexpected sight of you might cause him to throw up his hands?"
+
+"It is possible."
+
+"And you thought he was pulled back?"
+
+"He disappeared so suddenly."
+
+"He might have leaped back. You did not see anyone else in the
+room?"
+
+"No, but this horrible man confessed to having been there, and
+the Lascar was at the foot of the stairs."
+
+"Quite so. Your husband, as far as you could see, had his
+ordinary clothes on?"
+
+"But without his collar or tie. I distinctly saw his bare
+throat."
+
+"Had he ever spoken of Swandam Lane?"
+
+"Never."
+
+"Had he ever showed any signs of having taken opium?"
+
+"Never."
+
+"Thank you, Mrs. St. Clair. Those are the principal points about
+which I wished to be absolutely clear. We shall now have a little
+supper and then retire, for we may have a very busy day
+to-morrow."
+
+A large and comfortable double-bedded room had been placed at our
+disposal, and I was quickly between the sheets, for I was weary
+after my night of adventure. Sherlock Holmes was a man, however,
+who, when he had an unsolved problem upon his mind, would go for
+days, and even for a week, without rest, turning it over,
+rearranging his facts, looking at it from every point of view
+until he had either fathomed it or convinced himself that his
+data were insufficient. It was soon evident to me that he was now
+preparing for an all-night sitting. He took off his coat and
+waistcoat, put on a large blue dressing-gown, and then wandered
+about the room collecting pillows from his bed and cushions from
+the sofa and armchairs. With these he constructed a sort of
+Eastern divan, upon which he perched himself cross-legged, with
+an ounce of shag tobacco and a box of matches laid out in front
+of him. In the dim light of the lamp I saw him sitting there, an
+old briar pipe between his lips, his eyes fixed vacantly upon the
+corner of the ceiling, the blue smoke curling up from him,
+silent, motionless, with the light shining upon his strong-set
+aquiline features. So he sat as I dropped off to sleep, and so he
+sat when a sudden ejaculation caused me to wake up, and I found
+the summer sun shining into the apartment. The pipe was still
+between his lips, the smoke still curled upward, and the room was
+full of a dense tobacco haze, but nothing remained of the heap of
+shag which I had seen upon the previous night.
+
+"Awake, Watson?" he asked.
+
+"Yes."
+
+"Game for a morning drive?"
+
+"Certainly."
+
+"Then dress. No one is stirring yet, but I know where the
+stable-boy sleeps, and we shall soon have the trap out." He
+chuckled to himself as he spoke, his eyes twinkled, and he seemed
+a different man to the sombre thinker of the previous night.
+
+As I dressed I glanced at my watch. It was no wonder that no one
+was stirring. It was twenty-five minutes past four. I had hardly
+finished when Holmes returned with the news that the boy was
+putting in the horse.
+
+"I want to test a little theory of mine," said he, pulling on his
+boots. "I think, Watson, that you are now standing in the
+presence of one of the most absolute fools in Europe. I deserve
+to be kicked from here to Charing Cross. But I think I have the
+key of the affair now."
+
+"And where is it?" I asked, smiling.
+
+"In the bathroom," he answered. "Oh, yes, I am not joking," he
+continued, seeing my look of incredulity. "I have just been
+there, and I have taken it out, and I have got it in this
+Gladstone bag. Come on, my boy, and we shall see whether it will
+not fit the lock."
+
+We made our way downstairs as quietly as possible, and out into
+the bright morning sunshine. In the road stood our horse and
+trap, with the half-clad stable-boy waiting at the head. We both
+sprang in, and away we dashed down the London Road. A few country
+carts were stirring, bearing in vegetables to the metropolis, but
+the lines of villas on either side were as silent and lifeless as
+some city in a dream.
+
+"It has been in some points a singular case," said Holmes,
+flicking the horse on into a gallop. "I confess that I have been
+as blind as a mole, but it is better to learn wisdom late than
+never to learn it at all."
+
+In town the earliest risers were just beginning to look sleepily
+from their windows as we drove through the streets of the Surrey
+side. Passing down the Waterloo Bridge Road we crossed over the
+river, and dashing up Wellington Street wheeled sharply to the
+right and found ourselves in Bow Street. Sherlock Holmes was well
+known to the force, and the two constables at the door saluted
+him. One of them held the horse's head while the other led us in.
+
+"Who is on duty?" asked Holmes.
+
+"Inspector Bradstreet, sir."
+
+"Ah, Bradstreet, how are you?" A tall, stout official had come
+down the stone-flagged passage, in a peaked cap and frogged
+jacket. "I wish to have a quiet word with you, Bradstreet."
+"Certainly, Mr. Holmes. Step into my room here." It was a small,
+office-like room, with a huge ledger upon the table, and a
+telephone projecting from the wall. The inspector sat down at his
+desk.
+
+"What can I do for you, Mr. Holmes?"
+
+"I called about that beggarman, Boone--the one who was charged
+with being concerned in the disappearance of Mr. Neville St.
+Clair, of Lee."
+
+"Yes. He was brought up and remanded for further inquiries."
+
+"So I heard. You have him here?"
+
+"In the cells."
+
+"Is he quiet?"
+
+"Oh, he gives no trouble. But he is a dirty scoundrel."
+
+"Dirty?"
+
+"Yes, it is all we can do to make him wash his hands, and his
+face is as black as a tinker's. Well, when once his case has been
+settled, he will have a regular prison bath; and I think, if you
+saw him, you would agree with me that he needed it."
+
+"I should like to see him very much."
+
+"Would you? That is easily done. Come this way. You can leave
+your bag."
+
+"No, I think that I'll take it."
+
+"Very good. Come this way, if you please." He led us down a
+passage, opened a barred door, passed down a winding stair, and
+brought us to a whitewashed corridor with a line of doors on each
+side.
+
+"The third on the right is his," said the inspector. "Here it
+is!" He quietly shot back a panel in the upper part of the door
+and glanced through.
+
+"He is asleep," said he. "You can see him very well."
+
+We both put our eyes to the grating. The prisoner lay with his
+face towards us, in a very deep sleep, breathing slowly and
+heavily. He was a middle-sized man, coarsely clad as became his
+calling, with a coloured shirt protruding through the rent in his
+tattered coat. He was, as the inspector had said, extremely
+dirty, but the grime which covered his face could not conceal its
+repulsive ugliness. A broad wheal from an old scar ran right
+across it from eye to chin, and by its contraction had turned up
+one side of the upper lip, so that three teeth were exposed in a
+perpetual snarl. A shock of very bright red hair grew low over
+his eyes and forehead.
+
+"He's a beauty, isn't he?" said the inspector.
+
+"He certainly needs a wash," remarked Holmes. "I had an idea that
+he might, and I took the liberty of bringing the tools with me."
+He opened the Gladstone bag as he spoke, and took out, to my
+astonishment, a very large bath-sponge.
+
+"He! he! You are a funny one," chuckled the inspector.
+
+"Now, if you will have the great goodness to open that door very
+quietly, we will soon make him cut a much more respectable
+figure."
+
+"Well, I don't know why not," said the inspector. "He doesn't
+look a credit to the Bow Street cells, does he?" He slipped his
+key into the lock, and we all very quietly entered the cell. The
+sleeper half turned, and then settled down once more into a deep
+slumber. Holmes stooped to the water-jug, moistened his sponge,
+and then rubbed it twice vigorously across and down the
+prisoner's face.
+
+"Let me introduce you," he shouted, "to Mr. Neville St. Clair, of
+Lee, in the county of Kent."
+
+Never in my life have I seen such a sight. The man's face peeled
+off under the sponge like the bark from a tree. Gone was the
+coarse brown tint! Gone, too, was the horrid scar which had
+seamed it across, and the twisted lip which had given the
+repulsive sneer to the face! A twitch brought away the tangled
+red hair, and there, sitting up in his bed, was a pale,
+sad-faced, refined-looking man, black-haired and smooth-skinned,
+rubbing his eyes and staring about him with sleepy bewilderment.
+Then suddenly realising the exposure, he broke into a scream and
+threw himself down with his face to the pillow.
+
+"Great heavens!" cried the inspector, "it is, indeed, the missing
+man. I know him from the photograph."
+
+The prisoner turned with the reckless air of a man who abandons
+himself to his destiny. "Be it so," said he. "And pray what am I
+charged with?"
+
+"With making away with Mr. Neville St.-- Oh, come, you can't be
+charged with that unless they make a case of attempted suicide of
+it," said the inspector with a grin. "Well, I have been
+twenty-seven years in the force, but this really takes the cake."
+
+"If I am Mr. Neville St. Clair, then it is obvious that no crime
+has been committed, and that, therefore, I am illegally
+detained."
+
+"No crime, but a very great error has been committed," said
+Holmes. "You would have done better to have trusted your wife."
+
+"It was not the wife; it was the children," groaned the prisoner.
+"God help me, I would not have them ashamed of their father. My
+God! What an exposure! What can I do?"
+
+Sherlock Holmes sat down beside him on the couch and patted him
+kindly on the shoulder.
+
+"If you leave it to a court of law to clear the matter up," said
+he, "of course you can hardly avoid publicity. On the other hand,
+if you convince the police authorities that there is no possible
+case against you, I do not know that there is any reason that the
+details should find their way into the papers. Inspector
+Bradstreet would, I am sure, make notes upon anything which you
+might tell us and submit it to the proper authorities. The case
+would then never go into court at all."
+
+"God bless you!" cried the prisoner passionately. "I would have
+endured imprisonment, ay, even execution, rather than have left
+my miserable secret as a family blot to my children.
+
+"You are the first who have ever heard my story. My father was a
+schoolmaster in Chesterfield, where I received an excellent
+education. I travelled in my youth, took to the stage, and
+finally became a reporter on an evening paper in London. One day
+my editor wished to have a series of articles upon begging in the
+metropolis, and I volunteered to supply them. There was the point
+from which all my adventures started. It was only by trying
+begging as an amateur that I could get the facts upon which to
+base my articles. When an actor I had, of course, learned all the
+secrets of making up, and had been famous in the green-room for
+my skill. I took advantage now of my attainments. I painted my
+face, and to make myself as pitiable as possible I made a good
+scar and fixed one side of my lip in a twist by the aid of a
+small slip of flesh-coloured plaster. Then with a red head of
+hair, and an appropriate dress, I took my station in the business
+part of the city, ostensibly as a match-seller but really as a
+beggar. For seven hours I plied my trade, and when I returned
+home in the evening I found to my surprise that I had received no
+less than 26s. 4d.
+
+"I wrote my articles and thought little more of the matter until,
+some time later, I backed a bill for a friend and had a writ
+served upon me for 25 pounds. I was at my wit's end where to get
+the money, but a sudden idea came to me. I begged a fortnight's
+grace from the creditor, asked for a holiday from my employers,
+and spent the time in begging in the City under my disguise. In
+ten days I had the money and had paid the debt.
+
+"Well, you can imagine how hard it was to settle down to arduous
+work at 2 pounds a week when I knew that I could earn as much in
+a day by smearing my face with a little paint, laying my cap on
+the ground, and sitting still. It was a long fight between my
+pride and the money, but the dollars won at last, and I threw up
+reporting and sat day after day in the corner which I had first
+chosen, inspiring pity by my ghastly face and filling my pockets
+with coppers. Only one man knew my secret. He was the keeper of a
+low den in which I used to lodge in Swandam Lane, where I could
+every morning emerge as a squalid beggar and in the evenings
+transform myself into a well-dressed man about town. This fellow,
+a Lascar, was well paid by me for his rooms, so that I knew that
+my secret was safe in his possession.
+
+"Well, very soon I found that I was saving considerable sums of
+money. I do not mean that any beggar in the streets of London
+could earn 700 pounds a year--which is less than my average
+takings--but I had exceptional advantages in my power of making
+up, and also in a facility of repartee, which improved by
+practice and made me quite a recognised character in the City.
+All day a stream of pennies, varied by silver, poured in upon me,
+and it was a very bad day in which I failed to take 2 pounds.
+
+"As I grew richer I grew more ambitious, took a house in the
+country, and eventually married, without anyone having a
+suspicion as to my real occupation. My dear wife knew that I had
+business in the City. She little knew what.
+
+"Last Monday I had finished for the day and was dressing in my
+room above the opium den when I looked out of my window and saw,
+to my horror and astonishment, that my wife was standing in the
+street, with her eyes fixed full upon me. I gave a cry of
+surprise, threw up my arms to cover my face, and, rushing to my
+confidant, the Lascar, entreated him to prevent anyone from
+coming up to me. I heard her voice downstairs, but I knew that
+she could not ascend. Swiftly I threw off my clothes, pulled on
+those of a beggar, and put on my pigments and wig. Even a wife's
+eyes could not pierce so complete a disguise. But then it
+occurred to me that there might be a search in the room, and that
+the clothes might betray me. I threw open the window, reopening
+by my violence a small cut which I had inflicted upon myself in
+the bedroom that morning. Then I seized my coat, which was
+weighted by the coppers which I had just transferred to it from
+the leather bag in which I carried my takings. I hurled it out of
+the window, and it disappeared into the Thames. The other clothes
+would have followed, but at that moment there was a rush of
+constables up the stair, and a few minutes after I found, rather,
+I confess, to my relief, that instead of being identified as Mr.
+Neville St. Clair, I was arrested as his murderer.
+
+"I do not know that there is anything else for me to explain. I
+was determined to preserve my disguise as long as possible, and
+hence my preference for a dirty face. Knowing that my wife would
+be terribly anxious, I slipped off my ring and confided it to the
+Lascar at a moment when no constable was watching me, together
+with a hurried scrawl, telling her that she had no cause to
+fear."
+
+"That note only reached her yesterday," said Holmes.
+
+"Good God! What a week she must have spent!"
+
+"The police have watched this Lascar," said Inspector Bradstreet,
+"and I can quite understand that he might find it difficult to
+post a letter unobserved. Probably he handed it to some sailor
+customer of his, who forgot all about it for some days."
+
+"That was it," said Holmes, nodding approvingly; "I have no doubt
+of it. But have you never been prosecuted for begging?"
+
+"Many times; but what was a fine to me?"
+
+"It must stop here, however," said Bradstreet. "If the police are
+to hush this thing up, there must be no more of Hugh Boone."
+
+"I have sworn it by the most solemn oaths which a man can take."
+
+"In that case I think that it is probable that no further steps
+may be taken. But if you are found again, then all must come out.
+I am sure, Mr. Holmes, that we are very much indebted to you for
+having cleared the matter up. I wish I knew how you reach your
+results."
+
+"I reached this one," said my friend, "by sitting upon five
+pillows and consuming an ounce of shag. I think, Watson, that if
+we drive to Baker Street we shall just be in time for breakfast."
+
+
+
+VII. THE ADVENTURE OF THE BLUE CARBUNCLE
+
+I had called upon my friend Sherlock Holmes upon the second
+morning after Christmas, with the intention of wishing him the
+compliments of the season. He was lounging upon the sofa in a
+purple dressing-gown, a pipe-rack within his reach upon the
+right, and a pile of crumpled morning papers, evidently newly
+studied, near at hand. Beside the couch was a wooden chair, and
+on the angle of the back hung a very seedy and disreputable
+hard-felt hat, much the worse for wear, and cracked in several
+places. A lens and a forceps lying upon the seat of the chair
+suggested that the hat had been suspended in this manner for the
+purpose of examination.
+
+"You are engaged," said I; "perhaps I interrupt you."
+
+"Not at all. I am glad to have a friend with whom I can discuss
+my results. The matter is a perfectly trivial one"--he jerked his
+thumb in the direction of the old hat--"but there are points in
+connection with it which are not entirely devoid of interest and
+even of instruction."
+
+I seated myself in his armchair and warmed my hands before his
+crackling fire, for a sharp frost had set in, and the windows
+were thick with the ice crystals. "I suppose," I remarked, "that,
+homely as it looks, this thing has some deadly story linked on to
+it--that it is the clue which will guide you in the solution of
+some mystery and the punishment of some crime."
+
+"No, no. No crime," said Sherlock Holmes, laughing. "Only one of
+those whimsical little incidents which will happen when you have
+four million human beings all jostling each other within the
+space of a few square miles. Amid the action and reaction of so
+dense a swarm of humanity, every possible combination of events
+may be expected to take place, and many a little problem will be
+presented which may be striking and bizarre without being
+criminal. We have already had experience of such."
+
+"So much so," I remarked, "that of the last six cases which I
+have added to my notes, three have been entirely free of any
+legal crime."
+
+"Precisely. You allude to my attempt to recover the Irene Adler
+papers, to the singular case of Miss Mary Sutherland, and to the
+adventure of the man with the twisted lip. Well, I have no doubt
+that this small matter will fall into the same innocent category.
+You know Peterson, the commissionaire?"
+
+"Yes."
+
+"It is to him that this trophy belongs."
+
+"It is his hat."
+
+"No, no, he found it. Its owner is unknown. I beg that you will
+look upon it not as a battered billycock but as an intellectual
+problem. And, first, as to how it came here. It arrived upon
+Christmas morning, in company with a good fat goose, which is, I
+have no doubt, roasting at this moment in front of Peterson's
+fire. The facts are these: about four o'clock on Christmas
+morning, Peterson, who, as you know, is a very honest fellow, was
+returning from some small jollification and was making his way
+homeward down Tottenham Court Road. In front of him he saw, in
+the gaslight, a tallish man, walking with a slight stagger, and
+carrying a white goose slung over his shoulder. As he reached the
+corner of Goodge Street, a row broke out between this stranger
+and a little knot of roughs. One of the latter knocked off the
+man's hat, on which he raised his stick to defend himself and,
+swinging it over his head, smashed the shop window behind him.
+Peterson had rushed forward to protect the stranger from his
+assailants; but the man, shocked at having broken the window, and
+seeing an official-looking person in uniform rushing towards him,
+dropped his goose, took to his heels, and vanished amid the
+labyrinth of small streets which lie at the back of Tottenham
+Court Road. The roughs had also fled at the appearance of
+Peterson, so that he was left in possession of the field of
+battle, and also of the spoils of victory in the shape of this
+battered hat and a most unimpeachable Christmas goose."
+
+"Which surely he restored to their owner?"
+
+"My dear fellow, there lies the problem. It is true that 'For
+Mrs. Henry Baker' was printed upon a small card which was tied to
+the bird's left leg, and it is also true that the initials 'H.
+B.' are legible upon the lining of this hat, but as there are
+some thousands of Bakers, and some hundreds of Henry Bakers in
+this city of ours, it is not easy to restore lost property to any
+one of them."
+
+"What, then, did Peterson do?"
+
+"He brought round both hat and goose to me on Christmas morning,
+knowing that even the smallest problems are of interest to me.
+The goose we retained until this morning, when there were signs
+that, in spite of the slight frost, it would be well that it
+should be eaten without unnecessary delay. Its finder has carried
+it off, therefore, to fulfil the ultimate destiny of a goose,
+while I continue to retain the hat of the unknown gentleman who
+lost his Christmas dinner."
+
+"Did he not advertise?"
+
+"No."
+
+"Then, what clue could you have as to his identity?"
+
+"Only as much as we can deduce."
+
+"From his hat?"
+
+"Precisely."
+
+"But you are joking. What can you gather from this old battered
+felt?"
+
+"Here is my lens. You know my methods. What can you gather
+yourself as to the individuality of the man who has worn this
+article?"
+
+I took the tattered object in my hands and turned it over rather
+ruefully. It was a very ordinary black hat of the usual round
+shape, hard and much the worse for wear. The lining had been of
+red silk, but was a good deal discoloured. There was no maker's
+name; but, as Holmes had remarked, the initials "H. B." were
+scrawled upon one side. It was pierced in the brim for a
+hat-securer, but the elastic was missing. For the rest, it was
+cracked, exceedingly dusty, and spotted in several places,
+although there seemed to have been some attempt to hide the
+discoloured patches by smearing them with ink.
+
+"I can see nothing," said I, handing it back to my friend.
+
+"On the contrary, Watson, you can see everything. You fail,
+however, to reason from what you see. You are too timid in
+drawing your inferences."
+
+"Then, pray tell me what it is that you can infer from this hat?"
+
+He picked it up and gazed at it in the peculiar introspective
+fashion which was characteristic of him. "It is perhaps less
+suggestive than it might have been," he remarked, "and yet there
+are a few inferences which are very distinct, and a few others
+which represent at least a strong balance of probability. That
+the man was highly intellectual is of course obvious upon the
+face of it, and also that he was fairly well-to-do within the
+last three years, although he has now fallen upon evil days. He
+had foresight, but has less now than formerly, pointing to a
+moral retrogression, which, when taken with the decline of his
+fortunes, seems to indicate some evil influence, probably drink,
+at work upon him. This may account also for the obvious fact that
+his wife has ceased to love him."
+
+"My dear Holmes!"
+
+"He has, however, retained some degree of self-respect," he
+continued, disregarding my remonstrance. "He is a man who leads a
+sedentary life, goes out little, is out of training entirely, is
+middle-aged, has grizzled hair which he has had cut within the
+last few days, and which he anoints with lime-cream. These are
+the more patent facts which are to be deduced from his hat. Also,
+by the way, that it is extremely improbable that he has gas laid
+on in his house."
+
+"You are certainly joking, Holmes."
+
+"Not in the least. Is it possible that even now, when I give you
+these results, you are unable to see how they are attained?"
+
+"I have no doubt that I am very stupid, but I must confess that I
+am unable to follow you. For example, how did you deduce that
+this man was intellectual?"
+
+For answer Holmes clapped the hat upon his head. It came right
+over the forehead and settled upon the bridge of his nose. "It is
+a question of cubic capacity," said he; "a man with so large a
+brain must have something in it."
+
+"The decline of his fortunes, then?"
+
+"This hat is three years old. These flat brims curled at the edge
+came in then. It is a hat of the very best quality. Look at the
+band of ribbed silk and the excellent lining. If this man could
+afford to buy so expensive a hat three years ago, and has had no
+hat since, then he has assuredly gone down in the world."
+
+"Well, that is clear enough, certainly. But how about the
+foresight and the moral retrogression?"
+
+Sherlock Holmes laughed. "Here is the foresight," said he putting
+his finger upon the little disc and loop of the hat-securer.
+"They are never sold upon hats. If this man ordered one, it is a
+sign of a certain amount of foresight, since he went out of his
+way to take this precaution against the wind. But since we see
+that he has broken the elastic and has not troubled to replace
+it, it is obvious that he has less foresight now than formerly,
+which is a distinct proof of a weakening nature. On the other
+hand, he has endeavoured to conceal some of these stains upon the
+felt by daubing them with ink, which is a sign that he has not
+entirely lost his self-respect."
+
+"Your reasoning is certainly plausible."
+
+"The further points, that he is middle-aged, that his hair is
+grizzled, that it has been recently cut, and that he uses
+lime-cream, are all to be gathered from a close examination of the
+lower part of the lining. The lens discloses a large number of
+hair-ends, clean cut by the scissors of the barber. They all
+appear to be adhesive, and there is a distinct odour of
+lime-cream. This dust, you will observe, is not the gritty, grey
+dust of the street but the fluffy brown dust of the house,
+showing that it has been hung up indoors most of the time, while
+the marks of moisture upon the inside are proof positive that the
+wearer perspired very freely, and could therefore, hardly be in
+the best of training."
+
+"But his wife--you said that she had ceased to love him."
+
+"This hat has not been brushed for weeks. When I see you, my dear
+Watson, with a week's accumulation of dust upon your hat, and
+when your wife allows you to go out in such a state, I shall fear
+that you also have been unfortunate enough to lose your wife's
+affection."
+
+"But he might be a bachelor."
+
+"Nay, he was bringing home the goose as a peace-offering to his
+wife. Remember the card upon the bird's leg."
+
+"You have an answer to everything. But how on earth do you deduce
+that the gas is not laid on in his house?"
+
+"One tallow stain, or even two, might come by chance; but when I
+see no less than five, I think that there can be little doubt
+that the individual must be brought into frequent contact with
+burning tallow--walks upstairs at night probably with his hat in
+one hand and a guttering candle in the other. Anyhow, he never
+got tallow-stains from a gas-jet. Are you satisfied?"
+
+"Well, it is very ingenious," said I, laughing; "but since, as
+you said just now, there has been no crime committed, and no harm
+done save the loss of a goose, all this seems to be rather a
+waste of energy."
+
+Sherlock Holmes had opened his mouth to reply, when the door flew
+open, and Peterson, the commissionaire, rushed into the apartment
+with flushed cheeks and the face of a man who is dazed with
+astonishment.
+
+"The goose, Mr. Holmes! The goose, sir!" he gasped.
+
+"Eh? What of it, then? Has it returned to life and flapped off
+through the kitchen window?" Holmes twisted himself round upon
+the sofa to get a fairer view of the man's excited face.
+
+"See here, sir! See what my wife found in its crop!" He held out
+his hand and displayed upon the centre of the palm a brilliantly
+scintillating blue stone, rather smaller than a bean in size, but
+of such purity and radiance that it twinkled like an electric
+point in the dark hollow of his hand.
+
+Sherlock Holmes sat up with a whistle. "By Jove, Peterson!" said
+he, "this is treasure trove indeed. I suppose you know what you
+have got?"
+
+"A diamond, sir? A precious stone. It cuts into glass as though
+it were putty."
+
+"It's more than a precious stone. It is the precious stone."
+
+"Not the Countess of Morcar's blue carbuncle!" I ejaculated.
+
+"Precisely so. I ought to know its size and shape, seeing that I
+have read the advertisement about it in The Times every day
+lately. It is absolutely unique, and its value can only be
+conjectured, but the reward offered of 1000 pounds is certainly
+not within a twentieth part of the market price."
+
+"A thousand pounds! Great Lord of mercy!" The commissionaire
+plumped down into a chair and stared from one to the other of us.
+
+"That is the reward, and I have reason to know that there are
+sentimental considerations in the background which would induce
+the Countess to part with half her fortune if she could but
+recover the gem."
+
+"It was lost, if I remember aright, at the Hotel Cosmopolitan," I
+remarked.
+
+"Precisely so, on December 22nd, just five days ago. John Horner,
+a plumber, was accused of having abstracted it from the lady's
+jewel-case. The evidence against him was so strong that the case
+has been referred to the Assizes. I have some account of the
+matter here, I believe." He rummaged amid his newspapers,
+glancing over the dates, until at last he smoothed one out,
+doubled it over, and read the following paragraph:
+
+"Hotel Cosmopolitan Jewel Robbery. John Horner, 26, plumber, was
+brought up upon the charge of having upon the 22nd inst.,
+abstracted from the jewel-case of the Countess of Morcar the
+valuable gem known as the blue carbuncle. James Ryder,
+upper-attendant at the hotel, gave his evidence to the effect
+that he had shown Horner up to the dressing-room of the Countess
+of Morcar upon the day of the robbery in order that he might
+solder the second bar of the grate, which was loose. He had
+remained with Horner some little time, but had finally been
+called away. On returning, he found that Horner had disappeared,
+that the bureau had been forced open, and that the small morocco
+casket in which, as it afterwards transpired, the Countess was
+accustomed to keep her jewel, was lying empty upon the
+dressing-table. Ryder instantly gave the alarm, and Horner was
+arrested the same evening; but the stone could not be found
+either upon his person or in his rooms. Catherine Cusack, maid to
+the Countess, deposed to having heard Ryder's cry of dismay on
+discovering the robbery, and to having rushed into the room,
+where she found matters as described by the last witness.
+Inspector Bradstreet, B division, gave evidence as to the arrest
+of Horner, who struggled frantically, and protested his innocence
+in the strongest terms. Evidence of a previous conviction for
+robbery having been given against the prisoner, the magistrate
+refused to deal summarily with the offence, but referred it to
+the Assizes. Horner, who had shown signs of intense emotion
+during the proceedings, fainted away at the conclusion and was
+carried out of court."
+
+"Hum! So much for the police-court," said Holmes thoughtfully,
+tossing aside the paper. "The question for us now to solve is the
+sequence of events leading from a rifled jewel-case at one end to
+the crop of a goose in Tottenham Court Road at the other. You
+see, Watson, our little deductions have suddenly assumed a much
+more important and less innocent aspect. Here is the stone; the
+stone came from the goose, and the goose came from Mr. Henry
+Baker, the gentleman with the bad hat and all the other
+characteristics with which I have bored you. So now we must set
+ourselves very seriously to finding this gentleman and
+ascertaining what part he has played in this little mystery. To
+do this, we must try the simplest means first, and these lie
+undoubtedly in an advertisement in all the evening papers. If
+this fail, I shall have recourse to other methods."
+
+"What will you say?"
+
+"Give me a pencil and that slip of paper. Now, then: 'Found at
+the corner of Goodge Street, a goose and a black felt hat. Mr.
+Henry Baker can have the same by applying at 6:30 this evening at
+221B, Baker Street.' That is clear and concise."
+
+"Very. But will he see it?"
+
+"Well, he is sure to keep an eye on the papers, since, to a poor
+man, the loss was a heavy one. He was clearly so scared by his
+mischance in breaking the window and by the approach of Peterson
+that he thought of nothing but flight, but since then he must
+have bitterly regretted the impulse which caused him to drop his
+bird. Then, again, the introduction of his name will cause him to
+see it, for everyone who knows him will direct his attention to
+it. Here you are, Peterson, run down to the advertising agency
+and have this put in the evening papers."
+
+"In which, sir?"
+
+"Oh, in the Globe, Star, Pall Mall, St. James's, Evening News,
+Standard, Echo, and any others that occur to you."
+
+"Very well, sir. And this stone?"
+
+"Ah, yes, I shall keep the stone. Thank you. And, I say,
+Peterson, just buy a goose on your way back and leave it here
+with me, for we must have one to give to this gentleman in place
+of the one which your family is now devouring."
+
+When the commissionaire had gone, Holmes took up the stone and
+held it against the light. "It's a bonny thing," said he. "Just
+see how it glints and sparkles. Of course it is a nucleus and
+focus of crime. Every good stone is. They are the devil's pet
+baits. In the larger and older jewels every facet may stand for a
+bloody deed. This stone is not yet twenty years old. It was found
+in the banks of the Amoy River in southern China and is remarkable
+in having every characteristic of the carbuncle, save that it is
+blue in shade instead of ruby red. In spite of its youth, it has
+already a sinister history. There have been two murders, a
+vitriol-throwing, a suicide, and several robberies brought about
+for the sake of this forty-grain weight of crystallised charcoal.
+Who would think that so pretty a toy would be a purveyor to the
+gallows and the prison? I'll lock it up in my strong box now and
+drop a line to the Countess to say that we have it."
+
+"Do you think that this man Horner is innocent?"
+
+"I cannot tell."
+
+"Well, then, do you imagine that this other one, Henry Baker, had
+anything to do with the matter?"
+
+"It is, I think, much more likely that Henry Baker is an
+absolutely innocent man, who had no idea that the bird which he
+was carrying was of considerably more value than if it were made
+of solid gold. That, however, I shall determine by a very simple
+test if we have an answer to our advertisement."
+
+"And you can do nothing until then?"
+
+"Nothing."
+
+"In that case I shall continue my professional round. But I shall
+come back in the evening at the hour you have mentioned, for I
+should like to see the solution of so tangled a business."
+
+"Very glad to see you. I dine at seven. There is a woodcock, I
+believe. By the way, in view of recent occurrences, perhaps I
+ought to ask Mrs. Hudson to examine its crop."
+
+I had been delayed at a case, and it was a little after half-past
+six when I found myself in Baker Street once more. As I
+approached the house I saw a tall man in a Scotch bonnet with a
+coat which was buttoned up to his chin waiting outside in the
+bright semicircle which was thrown from the fanlight. Just as I
+arrived the door was opened, and we were shown up together to
+Holmes' room.
+
+"Mr. Henry Baker, I believe," said he, rising from his armchair
+and greeting his visitor with the easy air of geniality which he
+could so readily assume. "Pray take this chair by the fire, Mr.
+Baker. It is a cold night, and I observe that your circulation is
+more adapted for summer than for winter. Ah, Watson, you have
+just come at the right time. Is that your hat, Mr. Baker?"
+
+"Yes, sir, that is undoubtedly my hat."
+
+He was a large man with rounded shoulders, a massive head, and a
+broad, intelligent face, sloping down to a pointed beard of
+grizzled brown. A touch of red in nose and cheeks, with a slight
+tremor of his extended hand, recalled Holmes' surmise as to his
+habits. His rusty black frock-coat was buttoned right up in
+front, with the collar turned up, and his lank wrists protruded
+from his sleeves without a sign of cuff or shirt. He spoke in a
+slow staccato fashion, choosing his words with care, and gave the
+impression generally of a man of learning and letters who had had
+ill-usage at the hands of fortune.
+
+"We have retained these things for some days," said Holmes,
+"because we expected to see an advertisement from you giving your
+address. I am at a loss to know now why you did not advertise."
+
+Our visitor gave a rather shamefaced laugh. "Shillings have not
+been so plentiful with me as they once were," he remarked. "I had
+no doubt that the gang of roughs who assaulted me had carried off
+both my hat and the bird. I did not care to spend more money in a
+hopeless attempt at recovering them."
+
+"Very naturally. By the way, about the bird, we were compelled to
+eat it."
+
+"To eat it!" Our visitor half rose from his chair in his
+excitement.
+
+"Yes, it would have been of no use to anyone had we not done so.
+But I presume that this other goose upon the sideboard, which is
+about the same weight and perfectly fresh, will answer your
+purpose equally well?"
+
+"Oh, certainly, certainly," answered Mr. Baker with a sigh of
+relief.
+
+"Of course, we still have the feathers, legs, crop, and so on of
+your own bird, so if you wish--"
+
+The man burst into a hearty laugh. "They might be useful to me as
+relics of my adventure," said he, "but beyond that I can hardly
+see what use the disjecta membra of my late acquaintance are
+going to be to me. No, sir, I think that, with your permission, I
+will confine my attentions to the excellent bird which I perceive
+upon the sideboard."
+
+Sherlock Holmes glanced sharply across at me with a slight shrug
+of his shoulders.
+
+"There is your hat, then, and there your bird," said he. "By the
+way, would it bore you to tell me where you got the other one
+from? I am somewhat of a fowl fancier, and I have seldom seen a
+better grown goose."
+
+"Certainly, sir," said Baker, who had risen and tucked his newly
+gained property under his arm. "There are a few of us who
+frequent the Alpha Inn, near the Museum--we are to be found in
+the Museum itself during the day, you understand. This year our
+good host, Windigate by name, instituted a goose club, by which,
+on consideration of some few pence every week, we were each to
+receive a bird at Christmas. My pence were duly paid, and the
+rest is familiar to you. I am much indebted to you, sir, for a
+Scotch bonnet is fitted neither to my years nor my gravity." With
+a comical pomposity of manner he bowed solemnly to both of us and
+strode off upon his way.
+
+"So much for Mr. Henry Baker," said Holmes when he had closed the
+door behind him. "It is quite certain that he knows nothing
+whatever about the matter. Are you hungry, Watson?"
+
+"Not particularly."
+
+"Then I suggest that we turn our dinner into a supper and follow
+up this clue while it is still hot."
+
+"By all means."
+
+It was a bitter night, so we drew on our ulsters and wrapped
+cravats about our throats. Outside, the stars were shining coldly
+in a cloudless sky, and the breath of the passers-by blew out
+into smoke like so many pistol shots. Our footfalls rang out
+crisply and loudly as we swung through the doctors' quarter,
+Wimpole Street, Harley Street, and so through Wigmore Street into
+Oxford Street. In a quarter of an hour we were in Bloomsbury at
+the Alpha Inn, which is a small public-house at the corner of one
+of the streets which runs down into Holborn. Holmes pushed open
+the door of the private bar and ordered two glasses of beer from
+the ruddy-faced, white-aproned landlord.
+
+"Your beer should be excellent if it is as good as your geese,"
+said he.
+
+"My geese!" The man seemed surprised.
+
+"Yes. I was speaking only half an hour ago to Mr. Henry Baker,
+who was a member of your goose club."
+
+"Ah! yes, I see. But you see, sir, them's not our geese."
+
+"Indeed! Whose, then?"
+
+"Well, I got the two dozen from a salesman in Covent Garden."
+
+"Indeed? I know some of them. Which was it?"
+
+"Breckinridge is his name."
+
+"Ah! I don't know him. Well, here's your good health landlord,
+and prosperity to your house. Good-night."
+
+"Now for Mr. Breckinridge," he continued, buttoning up his coat
+as we came out into the frosty air. "Remember, Watson that though
+we have so homely a thing as a goose at one end of this chain, we
+have at the other a man who will certainly get seven years' penal
+servitude unless we can establish his innocence. It is possible
+that our inquiry may but confirm his guilt; but, in any case, we
+have a line of investigation which has been missed by the police,
+and which a singular chance has placed in our hands. Let us
+follow it out to the bitter end. Faces to the south, then, and
+quick march!"
+
+We passed across Holborn, down Endell Street, and so through a
+zigzag of slums to Covent Garden Market. One of the largest
+stalls bore the name of Breckinridge upon it, and the proprietor
+a horsey-looking man, with a sharp face and trim side-whiskers was
+helping a boy to put up the shutters.
+
+"Good-evening. It's a cold night," said Holmes.
+
+The salesman nodded and shot a questioning glance at my
+companion.
+
+"Sold out of geese, I see," continued Holmes, pointing at the
+bare slabs of marble.
+
+"Let you have five hundred to-morrow morning."
+
+"That's no good."
+
+"Well, there are some on the stall with the gas-flare."
+
+"Ah, but I was recommended to you."
+
+"Who by?"
+
+"The landlord of the Alpha."
+
+"Oh, yes; I sent him a couple of dozen."
+
+"Fine birds they were, too. Now where did you get them from?"
+
+To my surprise the question provoked a burst of anger from the
+salesman.
+
+"Now, then, mister," said he, with his head cocked and his arms
+akimbo, "what are you driving at? Let's have it straight, now."
+
+"It is straight enough. I should like to know who sold you the
+geese which you supplied to the Alpha."
+
+"Well then, I shan't tell you. So now!"
+
+"Oh, it is a matter of no importance; but I don't know why you
+should be so warm over such a trifle."
+
+"Warm! You'd be as warm, maybe, if you were as pestered as I am.
+When I pay good money for a good article there should be an end
+of the business; but it's 'Where are the geese?' and 'Who did you
+sell the geese to?' and 'What will you take for the geese?' One
+would think they were the only geese in the world, to hear the
+fuss that is made over them."
+
+"Well, I have no connection with any other people who have been
+making inquiries," said Holmes carelessly. "If you won't tell us
+the bet is off, that is all. But I'm always ready to back my
+opinion on a matter of fowls, and I have a fiver on it that the
+bird I ate is country bred."
+
+"Well, then, you've lost your fiver, for it's town bred," snapped
+the salesman.
+
+"It's nothing of the kind."
+
+"I say it is."
+
+"I don't believe it."
+
+"D'you think you know more about fowls than I, who have handled
+them ever since I was a nipper? I tell you, all those birds that
+went to the Alpha were town bred."
+
+"You'll never persuade me to believe that."
+
+"Will you bet, then?"
+
+"It's merely taking your money, for I know that I am right. But
+I'll have a sovereign on with you, just to teach you not to be
+obstinate."
+
+The salesman chuckled grimly. "Bring me the books, Bill," said
+he.
+
+The small boy brought round a small thin volume and a great
+greasy-backed one, laying them out together beneath the hanging
+lamp.
+
+"Now then, Mr. Cocksure," said the salesman, "I thought that I
+was out of geese, but before I finish you'll find that there is
+still one left in my shop. You see this little book?"
+
+"Well?"
+
+"That's the list of the folk from whom I buy. D'you see? Well,
+then, here on this page are the country folk, and the numbers
+after their names are where their accounts are in the big ledger.
+Now, then! You see this other page in red ink? Well, that is a
+list of my town suppliers. Now, look at that third name. Just
+read it out to me."
+
+"Mrs. Oakshott, 117, Brixton Road--249," read Holmes.
+
+"Quite so. Now turn that up in the ledger."
+
+Holmes turned to the page indicated. "Here you are, 'Mrs.
+Oakshott, 117, Brixton Road, egg and poultry supplier.'"
+
+"Now, then, what's the last entry?"
+
+"'December 22nd. Twenty-four geese at 7s. 6d.'"
+
+"Quite so. There you are. And underneath?"
+
+"'Sold to Mr. Windigate of the Alpha, at 12s.'"
+
+"What have you to say now?"
+
+Sherlock Holmes looked deeply chagrined. He drew a sovereign from
+his pocket and threw it down upon the slab, turning away with the
+air of a man whose disgust is too deep for words. A few yards off
+he stopped under a lamp-post and laughed in the hearty, noiseless
+fashion which was peculiar to him.
+
+"When you see a man with whiskers of that cut and the 'Pink 'un'
+protruding out of his pocket, you can always draw him by a bet,"
+said he. "I daresay that if I had put 100 pounds down in front of
+him, that man would not have given me such complete information
+as was drawn from him by the idea that he was doing me on a
+wager. Well, Watson, we are, I fancy, nearing the end of our
+quest, and the only point which remains to be determined is
+whether we should go on to this Mrs. Oakshott to-night, or
+whether we should reserve it for to-morrow. It is clear from what
+that surly fellow said that there are others besides ourselves
+who are anxious about the matter, and I should--"
+
+His remarks were suddenly cut short by a loud hubbub which broke
+out from the stall which we had just left. Turning round we saw a
+little rat-faced fellow standing in the centre of the circle of
+yellow light which was thrown by the swinging lamp, while
+Breckinridge, the salesman, framed in the door of his stall, was
+shaking his fists fiercely at the cringing figure.
+
+"I've had enough of you and your geese," he shouted. "I wish you
+were all at the devil together. If you come pestering me any more
+with your silly talk I'll set the dog at you. You bring Mrs.
+Oakshott here and I'll answer her, but what have you to do with
+it? Did I buy the geese off you?"
+
+"No; but one of them was mine all the same," whined the little
+man.
+
+"Well, then, ask Mrs. Oakshott for it."
+
+"She told me to ask you."
+
+"Well, you can ask the King of Proosia, for all I care. I've had
+enough of it. Get out of this!" He rushed fiercely forward, and
+the inquirer flitted away into the darkness.
+
+"Ha! this may save us a visit to Brixton Road," whispered Holmes.
+"Come with me, and we will see what is to be made of this
+fellow." Striding through the scattered knots of people who
+lounged round the flaring stalls, my companion speedily overtook
+the little man and touched him upon the shoulder. He sprang
+round, and I could see in the gas-light that every vestige of
+colour had been driven from his face.
+
+"Who are you, then? What do you want?" he asked in a quavering
+voice.
+
+"You will excuse me," said Holmes blandly, "but I could not help
+overhearing the questions which you put to the salesman just now.
+I think that I could be of assistance to you."
+
+"You? Who are you? How could you know anything of the matter?"
+
+"My name is Sherlock Holmes. It is my business to know what other
+people don't know."
+
+"But you can know nothing of this?"
+
+"Excuse me, I know everything of it. You are endeavouring to
+trace some geese which were sold by Mrs. Oakshott, of Brixton
+Road, to a salesman named Breckinridge, by him in turn to Mr.
+Windigate, of the Alpha, and by him to his club, of which Mr.
+Henry Baker is a member."
+
+"Oh, sir, you are the very man whom I have longed to meet," cried
+the little fellow with outstretched hands and quivering fingers.
+"I can hardly explain to you how interested I am in this matter."
+
+Sherlock Holmes hailed a four-wheeler which was passing. "In that
+case we had better discuss it in a cosy room rather than in this
+wind-swept market-place," said he. "But pray tell me, before we
+go farther, who it is that I have the pleasure of assisting."
+
+The man hesitated for an instant. "My name is John Robinson," he
+answered with a sidelong glance.
+
+"No, no; the real name," said Holmes sweetly. "It is always
+awkward doing business with an alias."
+
+A flush sprang to the white cheeks of the stranger. "Well then,"
+said he, "my real name is James Ryder."
+
+"Precisely so. Head attendant at the Hotel Cosmopolitan. Pray
+step into the cab, and I shall soon be able to tell you
+everything which you would wish to know."
+
+The little man stood glancing from one to the other of us with
+half-frightened, half-hopeful eyes, as one who is not sure
+whether he is on the verge of a windfall or of a catastrophe.
+Then he stepped into the cab, and in half an hour we were back in
+the sitting-room at Baker Street. Nothing had been said during
+our drive, but the high, thin breathing of our new companion, and
+the claspings and unclaspings of his hands, spoke of the nervous
+tension within him.
+
+"Here we are!" said Holmes cheerily as we filed into the room.
+"The fire looks very seasonable in this weather. You look cold,
+Mr. Ryder. Pray take the basket-chair. I will just put on my
+slippers before we settle this little matter of yours. Now, then!
+You want to know what became of those geese?"
+
+"Yes, sir."
+
+"Or rather, I fancy, of that goose. It was one bird, I imagine in
+which you were interested--white, with a black bar across the
+tail."
+
+Ryder quivered with emotion. "Oh, sir," he cried, "can you tell
+me where it went to?"
+
+"It came here."
+
+"Here?"
+
+"Yes, and a most remarkable bird it proved. I don't wonder that
+you should take an interest in it. It laid an egg after it was
+dead--the bonniest, brightest little blue egg that ever was seen.
+I have it here in my museum."
+
+Our visitor staggered to his feet and clutched the mantelpiece
+with his right hand. Holmes unlocked his strong-box and held up
+the blue carbuncle, which shone out like a star, with a cold,
+brilliant, many-pointed radiance. Ryder stood glaring with a
+drawn face, uncertain whether to claim or to disown it.
+
+"The game's up, Ryder," said Holmes quietly. "Hold up, man, or
+you'll be into the fire! Give him an arm back into his chair,
+Watson. He's not got blood enough to go in for felony with
+impunity. Give him a dash of brandy. So! Now he looks a little
+more human. What a shrimp it is, to be sure!"
+
+For a moment he had staggered and nearly fallen, but the brandy
+brought a tinge of colour into his cheeks, and he sat staring
+with frightened eyes at his accuser.
+
+"I have almost every link in my hands, and all the proofs which I
+could possibly need, so there is little which you need tell me.
+Still, that little may as well be cleared up to make the case
+complete. You had heard, Ryder, of this blue stone of the
+Countess of Morcar's?"
+
+"It was Catherine Cusack who told me of it," said he in a
+crackling voice.
+
+"I see--her ladyship's waiting-maid. Well, the temptation of
+sudden wealth so easily acquired was too much for you, as it has
+been for better men before you; but you were not very scrupulous
+in the means you used. It seems to me, Ryder, that there is the
+making of a very pretty villain in you. You knew that this man
+Horner, the plumber, had been concerned in some such matter
+before, and that suspicion would rest the more readily upon him.
+What did you do, then? You made some small job in my lady's
+room--you and your confederate Cusack--and you managed that he
+should be the man sent for. Then, when he had left, you rifled
+the jewel-case, raised the alarm, and had this unfortunate man
+arrested. You then--"
+
+Ryder threw himself down suddenly upon the rug and clutched at my
+companion's knees. "For God's sake, have mercy!" he shrieked.
+"Think of my father! Of my mother! It would break their hearts. I
+never went wrong before! I never will again. I swear it. I'll
+swear it on a Bible. Oh, don't bring it into court! For Christ's
+sake, don't!"
+
+"Get back into your chair!" said Holmes sternly. "It is very well
+to cringe and crawl now, but you thought little enough of this
+poor Horner in the dock for a crime of which he knew nothing."
+
+"I will fly, Mr. Holmes. I will leave the country, sir. Then the
+charge against him will break down."
+
+"Hum! We will talk about that. And now let us hear a true account
+of the next act. How came the stone into the goose, and how came
+the goose into the open market? Tell us the truth, for there lies
+your only hope of safety."
+
+Ryder passed his tongue over his parched lips. "I will tell you
+it just as it happened, sir," said he. "When Horner had been
+arrested, it seemed to me that it would be best for me to get
+away with the stone at once, for I did not know at what moment
+the police might not take it into their heads to search me and my
+room. There was no place about the hotel where it would be safe.
+I went out, as if on some commission, and I made for my sister's
+house. She had married a man named Oakshott, and lived in Brixton
+Road, where she fattened fowls for the market. All the way there
+every man I met seemed to me to be a policeman or a detective;
+and, for all that it was a cold night, the sweat was pouring down
+my face before I came to the Brixton Road. My sister asked me
+what was the matter, and why I was so pale; but I told her that I
+had been upset by the jewel robbery at the hotel. Then I went
+into the back yard and smoked a pipe and wondered what it would
+be best to do.
+
+"I had a friend once called Maudsley, who went to the bad, and
+has just been serving his time in Pentonville. One day he had met
+me, and fell into talk about the ways of thieves, and how they
+could get rid of what they stole. I knew that he would be true to
+me, for I knew one or two things about him; so I made up my mind
+to go right on to Kilburn, where he lived, and take him into my
+confidence. He would show me how to turn the stone into money.
+But how to get to him in safety? I thought of the agonies I had
+gone through in coming from the hotel. I might at any moment be
+seized and searched, and there would be the stone in my waistcoat
+pocket. I was leaning against the wall at the time and looking at
+the geese which were waddling about round my feet, and suddenly
+an idea came into my head which showed me how I could beat the
+best detective that ever lived.
+
+"My sister had told me some weeks before that I might have the
+pick of her geese for a Christmas present, and I knew that she
+was always as good as her word. I would take my goose now, and in
+it I would carry my stone to Kilburn. There was a little shed in
+the yard, and behind this I drove one of the birds--a fine big
+one, white, with a barred tail. I caught it, and prying its bill
+open, I thrust the stone down its throat as far as my finger
+could reach. The bird gave a gulp, and I felt the stone pass
+along its gullet and down into its crop. But the creature flapped
+and struggled, and out came my sister to know what was the
+matter. As I turned to speak to her the brute broke loose and
+fluttered off among the others.
+
+"'Whatever were you doing with that bird, Jem?' says she.
+
+"'Well,' said I, 'you said you'd give me one for Christmas, and I
+was feeling which was the fattest.'
+
+"'Oh,' says she, 'we've set yours aside for you--Jem's bird, we
+call it. It's the big white one over yonder. There's twenty-six
+of them, which makes one for you, and one for us, and two dozen
+for the market.'
+
+"'Thank you, Maggie,' says I; 'but if it is all the same to you,
+I'd rather have that one I was handling just now.'
+
+"'The other is a good three pound heavier,' said she, 'and we
+fattened it expressly for you.'
+
+"'Never mind. I'll have the other, and I'll take it now,' said I.
+
+"'Oh, just as you like,' said she, a little huffed. 'Which is it
+you want, then?'
+
+"'That white one with the barred tail, right in the middle of the
+flock.'
+
+"'Oh, very well. Kill it and take it with you.'
+
+"Well, I did what she said, Mr. Holmes, and I carried the bird
+all the way to Kilburn. I told my pal what I had done, for he was
+a man that it was easy to tell a thing like that to. He laughed
+until he choked, and we got a knife and opened the goose. My
+heart turned to water, for there was no sign of the stone, and I
+knew that some terrible mistake had occurred. I left the bird,
+rushed back to my sister's, and hurried into the back yard. There
+was not a bird to be seen there.
+
+"'Where are they all, Maggie?' I cried.
+
+"'Gone to the dealer's, Jem.'
+
+"'Which dealer's?'
+
+"'Breckinridge, of Covent Garden.'
+
+"'But was there another with a barred tail?' I asked, 'the same
+as the one I chose?'
+
+"'Yes, Jem; there were two barred-tailed ones, and I could never
+tell them apart.'
+
+"Well, then, of course I saw it all, and I ran off as hard as my
+feet would carry me to this man Breckinridge; but he had sold the
+lot at once, and not one word would he tell me as to where they
+had gone. You heard him yourselves to-night. Well, he has always
+answered me like that. My sister thinks that I am going mad.
+Sometimes I think that I am myself. And now--and now I am myself
+a branded thief, without ever having touched the wealth for which
+I sold my character. God help me! God help me!" He burst into
+convulsive sobbing, with his face buried in his hands.
+
+There was a long silence, broken only by his heavy breathing and
+by the measured tapping of Sherlock Holmes' finger-tips upon the
+edge of the table. Then my friend rose and threw open the door.
+
+"Get out!" said he.
+
+"What, sir! Oh, Heaven bless you!"
+
+"No more words. Get out!"
+
+And no more words were needed. There was a rush, a clatter upon
+the stairs, the bang of a door, and the crisp rattle of running
+footfalls from the street.
+
+"After all, Watson," said Holmes, reaching up his hand for his
+clay pipe, "I am not retained by the police to supply their
+deficiencies. If Horner were in danger it would be another thing;
+but this fellow will not appear against him, and the case must
+collapse. I suppose that I am commuting a felony, but it is just
+possible that I am saving a soul. This fellow will not go wrong
+again; he is too terribly frightened. Send him to gaol now, and
+you make him a gaol-bird for life. Besides, it is the season of
+forgiveness. Chance has put in our way a most singular and
+whimsical problem, and its solution is its own reward. If you
+will have the goodness to touch the bell, Doctor, we will begin
+another investigation, in which, also a bird will be the chief
+feature."
+
+
+
+VIII. THE ADVENTURE OF THE SPECKLED BAND
+
+On glancing over my notes of the seventy odd cases in which I
+have during the last eight years studied the methods of my friend
+Sherlock Holmes, I find many tragic, some comic, a large number
+merely strange, but none commonplace; for, working as he did
+rather for the love of his art than for the acquirement of
+wealth, he refused to associate himself with any investigation
+which did not tend towards the unusual, and even the fantastic.
+Of all these varied cases, however, I cannot recall any which
+presented more singular features than that which was associated
+with the well-known Surrey family of the Roylotts of Stoke Moran.
+The events in question occurred in the early days of my
+association with Holmes, when we were sharing rooms as bachelors
+in Baker Street. It is possible that I might have placed them
+upon record before, but a promise of secrecy was made at the
+time, from which I have only been freed during the last month by
+the untimely death of the lady to whom the pledge was given. It
+is perhaps as well that the facts should now come to light, for I
+have reasons to know that there are widespread rumours as to the
+death of Dr. Grimesby Roylott which tend to make the matter even
+more terrible than the truth.
+
+It was early in April in the year '83 that I woke one morning to
+find Sherlock Holmes standing, fully dressed, by the side of my
+bed. He was a late riser, as a rule, and as the clock on the
+mantelpiece showed me that it was only a quarter-past seven, I
+blinked up at him in some surprise, and perhaps just a little
+resentment, for I was myself regular in my habits.
+
+"Very sorry to knock you up, Watson," said he, "but it's the
+common lot this morning. Mrs. Hudson has been knocked up, she
+retorted upon me, and I on you."
+
+"What is it, then--a fire?"
+
+"No; a client. It seems that a young lady has arrived in a
+considerable state of excitement, who insists upon seeing me. She
+is waiting now in the sitting-room. Now, when young ladies wander
+about the metropolis at this hour of the morning, and knock
+sleepy people up out of their beds, I presume that it is
+something very pressing which they have to communicate. Should it
+prove to be an interesting case, you would, I am sure, wish to
+follow it from the outset. I thought, at any rate, that I should
+call you and give you the chance."
+
+"My dear fellow, I would not miss it for anything."
+
+I had no keener pleasure than in following Holmes in his
+professional investigations, and in admiring the rapid
+deductions, as swift as intuitions, and yet always founded on a
+logical basis with which he unravelled the problems which were
+submitted to him. I rapidly threw on my clothes and was ready in
+a few minutes to accompany my friend down to the sitting-room. A
+lady dressed in black and heavily veiled, who had been sitting in
+the window, rose as we entered.
+
+"Good-morning, madam," said Holmes cheerily. "My name is Sherlock
+Holmes. This is my intimate friend and associate, Dr. Watson,
+before whom you can speak as freely as before myself. Ha! I am
+glad to see that Mrs. Hudson has had the good sense to light the
+fire. Pray draw up to it, and I shall order you a cup of hot
+coffee, for I observe that you are shivering."
+
+"It is not cold which makes me shiver," said the woman in a low
+voice, changing her seat as requested.
+
+"What, then?"
+
+"It is fear, Mr. Holmes. It is terror." She raised her veil as
+she spoke, and we could see that she was indeed in a pitiable
+state of agitation, her face all drawn and grey, with restless
+frightened eyes, like those of some hunted animal. Her features
+and figure were those of a woman of thirty, but her hair was shot
+with premature grey, and her expression was weary and haggard.
+Sherlock Holmes ran her over with one of his quick,
+all-comprehensive glances.
+
+"You must not fear," said he soothingly, bending forward and
+patting her forearm. "We shall soon set matters right, I have no
+doubt. You have come in by train this morning, I see."
+
+"You know me, then?"
+
+"No, but I observe the second half of a return ticket in the palm
+of your left glove. You must have started early, and yet you had
+a good drive in a dog-cart, along heavy roads, before you reached
+the station."
+
+The lady gave a violent start and stared in bewilderment at my
+companion.
+
+"There is no mystery, my dear madam," said he, smiling. "The left
+arm of your jacket is spattered with mud in no less than seven
+places. The marks are perfectly fresh. There is no vehicle save a
+dog-cart which throws up mud in that way, and then only when you
+sit on the left-hand side of the driver."
+
+"Whatever your reasons may be, you are perfectly correct," said
+she. "I started from home before six, reached Leatherhead at
+twenty past, and came in by the first train to Waterloo. Sir, I
+can stand this strain no longer; I shall go mad if it continues.
+I have no one to turn to--none, save only one, who cares for me,
+and he, poor fellow, can be of little aid. I have heard of you,
+Mr. Holmes; I have heard of you from Mrs. Farintosh, whom you
+helped in the hour of her sore need. It was from her that I had
+your address. Oh, sir, do you not think that you could help me,
+too, and at least throw a little light through the dense darkness
+which surrounds me? At present it is out of my power to reward
+you for your services, but in a month or six weeks I shall be
+married, with the control of my own income, and then at least you
+shall not find me ungrateful."
+
+Holmes turned to his desk and, unlocking it, drew out a small
+case-book, which he consulted.
+
+"Farintosh," said he. "Ah yes, I recall the case; it was
+concerned with an opal tiara. I think it was before your time,
+Watson. I can only say, madam, that I shall be happy to devote
+the same care to your case as I did to that of your friend. As to
+reward, my profession is its own reward; but you are at liberty
+to defray whatever expenses I may be put to, at the time which
+suits you best. And now I beg that you will lay before us
+everything that may help us in forming an opinion upon the
+matter."
+
+"Alas!" replied our visitor, "the very horror of my situation
+lies in the fact that my fears are so vague, and my suspicions
+depend so entirely upon small points, which might seem trivial to
+another, that even he to whom of all others I have a right to
+look for help and advice looks upon all that I tell him about it
+as the fancies of a nervous woman. He does not say so, but I can
+read it from his soothing answers and averted eyes. But I have
+heard, Mr. Holmes, that you can see deeply into the manifold
+wickedness of the human heart. You may advise me how to walk amid
+the dangers which encompass me."
+
+"I am all attention, madam."
+
+"My name is Helen Stoner, and I am living with my stepfather, who
+is the last survivor of one of the oldest Saxon families in
+England, the Roylotts of Stoke Moran, on the western border of
+Surrey."
+
+Holmes nodded his head. "The name is familiar to me," said he.
+
+"The family was at one time among the richest in England, and the
+estates extended over the borders into Berkshire in the north,
+and Hampshire in the west. In the last century, however, four
+successive heirs were of a dissolute and wasteful disposition,
+and the family ruin was eventually completed by a gambler in the
+days of the Regency. Nothing was left save a few acres of ground,
+and the two-hundred-year-old house, which is itself crushed under
+a heavy mortgage. The last squire dragged out his existence
+there, living the horrible life of an aristocratic pauper; but
+his only son, my stepfather, seeing that he must adapt himself to
+the new conditions, obtained an advance from a relative, which
+enabled him to take a medical degree and went out to Calcutta,
+where, by his professional skill and his force of character, he
+established a large practice. In a fit of anger, however, caused
+by some robberies which had been perpetrated in the house, he
+beat his native butler to death and narrowly escaped a capital
+sentence. As it was, he suffered a long term of imprisonment and
+afterwards returned to England a morose and disappointed man.
+
+"When Dr. Roylott was in India he married my mother, Mrs. Stoner,
+the young widow of Major-General Stoner, of the Bengal Artillery.
+My sister Julia and I were twins, and we were only two years old
+at the time of my mother's re-marriage. She had a considerable
+sum of money--not less than 1000 pounds a year--and this she
+bequeathed to Dr. Roylott entirely while we resided with him,
+with a provision that a certain annual sum should be allowed to
+each of us in the event of our marriage. Shortly after our return
+to England my mother died--she was killed eight years ago in a
+railway accident near Crewe. Dr. Roylott then abandoned his
+attempts to establish himself in practice in London and took us
+to live with him in the old ancestral house at Stoke Moran. The
+money which my mother had left was enough for all our wants, and
+there seemed to be no obstacle to our happiness.
+
+"But a terrible change came over our stepfather about this time.
+Instead of making friends and exchanging visits with our
+neighbours, who had at first been overjoyed to see a Roylott of
+Stoke Moran back in the old family seat, he shut himself up in
+his house and seldom came out save to indulge in ferocious
+quarrels with whoever might cross his path. Violence of temper
+approaching to mania has been hereditary in the men of the
+family, and in my stepfather's case it had, I believe, been
+intensified by his long residence in the tropics. A series of
+disgraceful brawls took place, two of which ended in the
+police-court, until at last he became the terror of the village,
+and the folks would fly at his approach, for he is a man of
+immense strength, and absolutely uncontrollable in his anger.
+
+"Last week he hurled the local blacksmith over a parapet into a
+stream, and it was only by paying over all the money which I
+could gather together that I was able to avert another public
+exposure. He had no friends at all save the wandering gipsies,
+and he would give these vagabonds leave to encamp upon the few
+acres of bramble-covered land which represent the family estate,
+and would accept in return the hospitality of their tents,
+wandering away with them sometimes for weeks on end. He has a
+passion also for Indian animals, which are sent over to him by a
+correspondent, and he has at this moment a cheetah and a baboon,
+which wander freely over his grounds and are feared by the
+villagers almost as much as their master.
+
+"You can imagine from what I say that my poor sister Julia and I
+had no great pleasure in our lives. No servant would stay with
+us, and for a long time we did all the work of the house. She was
+but thirty at the time of her death, and yet her hair had already
+begun to whiten, even as mine has."
+
+"Your sister is dead, then?"
+
+"She died just two years ago, and it is of her death that I wish
+to speak to you. You can understand that, living the life which I
+have described, we were little likely to see anyone of our own
+age and position. We had, however, an aunt, my mother's maiden
+sister, Miss Honoria Westphail, who lives near Harrow, and we
+were occasionally allowed to pay short visits at this lady's
+house. Julia went there at Christmas two years ago, and met there
+a half-pay major of marines, to whom she became engaged. My
+stepfather learned of the engagement when my sister returned and
+offered no objection to the marriage; but within a fortnight of
+the day which had been fixed for the wedding, the terrible event
+occurred which has deprived me of my only companion."
+
+Sherlock Holmes had been leaning back in his chair with his eyes
+closed and his head sunk in a cushion, but he half opened his
+lids now and glanced across at his visitor.
+
+"Pray be precise as to details," said he.
+
+"It is easy for me to be so, for every event of that dreadful
+time is seared into my memory. The manor-house is, as I have
+already said, very old, and only one wing is now inhabited. The
+bedrooms in this wing are on the ground floor, the sitting-rooms
+being in the central block of the buildings. Of these bedrooms
+the first is Dr. Roylott's, the second my sister's, and the third
+my own. There is no communication between them, but they all open
+out into the same corridor. Do I make myself plain?"
+
+"Perfectly so."
+
+"The windows of the three rooms open out upon the lawn. That
+fatal night Dr. Roylott had gone to his room early, though we
+knew that he had not retired to rest, for my sister was troubled
+by the smell of the strong Indian cigars which it was his custom
+to smoke. She left her room, therefore, and came into mine, where
+she sat for some time, chatting about her approaching wedding. At
+eleven o'clock she rose to leave me, but she paused at the door
+and looked back.
+
+"'Tell me, Helen,' said she, 'have you ever heard anyone whistle
+in the dead of the night?'
+
+"'Never,' said I.
+
+"'I suppose that you could not possibly whistle, yourself, in
+your sleep?'
+
+"'Certainly not. But why?'
+
+"'Because during the last few nights I have always, about three
+in the morning, heard a low, clear whistle. I am a light sleeper,
+and it has awakened me. I cannot tell where it came from--perhaps
+from the next room, perhaps from the lawn. I thought that I would
+just ask you whether you had heard it.'
+
+"'No, I have not. It must be those wretched gipsies in the
+plantation.'
+
+"'Very likely. And yet if it were on the lawn, I wonder that you
+did not hear it also.'
+
+"'Ah, but I sleep more heavily than you.'
+
+"'Well, it is of no great consequence, at any rate.' She smiled
+back at me, closed my door, and a few moments later I heard her
+key turn in the lock."
+
+"Indeed," said Holmes. "Was it your custom always to lock
+yourselves in at night?"
+
+"Always."
+
+"And why?"
+
+"I think that I mentioned to you that the doctor kept a cheetah
+and a baboon. We had no feeling of security unless our doors were
+locked."
+
+"Quite so. Pray proceed with your statement."
+
+"I could not sleep that night. A vague feeling of impending
+misfortune impressed me. My sister and I, you will recollect,
+were twins, and you know how subtle are the links which bind two
+souls which are so closely allied. It was a wild night. The wind
+was howling outside, and the rain was beating and splashing
+against the windows. Suddenly, amid all the hubbub of the gale,
+there burst forth the wild scream of a terrified woman. I knew
+that it was my sister's voice. I sprang from my bed, wrapped a
+shawl round me, and rushed into the corridor. As I opened my door
+I seemed to hear a low whistle, such as my sister described, and
+a few moments later a clanging sound, as if a mass of metal had
+fallen. As I ran down the passage, my sister's door was unlocked,
+and revolved slowly upon its hinges. I stared at it
+horror-stricken, not knowing what was about to issue from it. By
+the light of the corridor-lamp I saw my sister appear at the
+opening, her face blanched with terror, her hands groping for
+help, her whole figure swaying to and fro like that of a
+drunkard. I ran to her and threw my arms round her, but at that
+moment her knees seemed to give way and she fell to the ground.
+She writhed as one who is in terrible pain, and her limbs were
+dreadfully convulsed. At first I thought that she had not
+recognised me, but as I bent over her she suddenly shrieked out
+in a voice which I shall never forget, 'Oh, my God! Helen! It was
+the band! The speckled band!' There was something else which she
+would fain have said, and she stabbed with her finger into the
+air in the direction of the doctor's room, but a fresh convulsion
+seized her and choked her words. I rushed out, calling loudly for
+my stepfather, and I met him hastening from his room in his
+dressing-gown. When he reached my sister's side she was
+unconscious, and though he poured brandy down her throat and sent
+for medical aid from the village, all efforts were in vain, for
+she slowly sank and died without having recovered her
+consciousness. Such was the dreadful end of my beloved sister."
+
+"One moment," said Holmes, "are you sure about this whistle and
+metallic sound? Could you swear to it?"
+
+"That was what the county coroner asked me at the inquiry. It is
+my strong impression that I heard it, and yet, among the crash of
+the gale and the creaking of an old house, I may possibly have
+been deceived."
+
+"Was your sister dressed?"
+
+"No, she was in her night-dress. In her right hand was found the
+charred stump of a match, and in her left a match-box."
+
+"Showing that she had struck a light and looked about her when
+the alarm took place. That is important. And what conclusions did
+the coroner come to?"
+
+"He investigated the case with great care, for Dr. Roylott's
+conduct had long been notorious in the county, but he was unable
+to find any satisfactory cause of death. My evidence showed that
+the door had been fastened upon the inner side, and the windows
+were blocked by old-fashioned shutters with broad iron bars,
+which were secured every night. The walls were carefully sounded,
+and were shown to be quite solid all round, and the flooring was
+also thoroughly examined, with the same result. The chimney is
+wide, but is barred up by four large staples. It is certain,
+therefore, that my sister was quite alone when she met her end.
+Besides, there were no marks of any violence upon her."
+
+"How about poison?"
+
+"The doctors examined her for it, but without success."
+
+"What do you think that this unfortunate lady died of, then?"
+
+"It is my belief that she died of pure fear and nervous shock,
+though what it was that frightened her I cannot imagine."
+
+"Were there gipsies in the plantation at the time?"
+
+"Yes, there are nearly always some there."
+
+"Ah, and what did you gather from this allusion to a band--a
+speckled band?"
+
+"Sometimes I have thought that it was merely the wild talk of
+delirium, sometimes that it may have referred to some band of
+people, perhaps to these very gipsies in the plantation. I do not
+know whether the spotted handkerchiefs which so many of them wear
+over their heads might have suggested the strange adjective which
+she used."
+
+Holmes shook his head like a man who is far from being satisfied.
+
+"These are very deep waters," said he; "pray go on with your
+narrative."
+
+"Two years have passed since then, and my life has been until
+lately lonelier than ever. A month ago, however, a dear friend,
+whom I have known for many years, has done me the honour to ask
+my hand in marriage. His name is Armitage--Percy Armitage--the
+second son of Mr. Armitage, of Crane Water, near Reading. My
+stepfather has offered no opposition to the match, and we are to
+be married in the course of the spring. Two days ago some repairs
+were started in the west wing of the building, and my bedroom
+wall has been pierced, so that I have had to move into the
+chamber in which my sister died, and to sleep in the very bed in
+which she slept. Imagine, then, my thrill of terror when last
+night, as I lay awake, thinking over her terrible fate, I
+suddenly heard in the silence of the night the low whistle which
+had been the herald of her own death. I sprang up and lit the
+lamp, but nothing was to be seen in the room. I was too shaken to
+go to bed again, however, so I dressed, and as soon as it was
+daylight I slipped down, got a dog-cart at the Crown Inn, which
+is opposite, and drove to Leatherhead, from whence I have come on
+this morning with the one object of seeing you and asking your
+advice."
+
+"You have done wisely," said my friend. "But have you told me
+all?"
+
+"Yes, all."
+
+"Miss Roylott, you have not. You are screening your stepfather."
+
+"Why, what do you mean?"
+
+For answer Holmes pushed back the frill of black lace which
+fringed the hand that lay upon our visitor's knee. Five little
+livid spots, the marks of four fingers and a thumb, were printed
+upon the white wrist.
+
+"You have been cruelly used," said Holmes.
+
+The lady coloured deeply and covered over her injured wrist. "He
+is a hard man," she said, "and perhaps he hardly knows his own
+strength."
+
+There was a long silence, during which Holmes leaned his chin
+upon his hands and stared into the crackling fire.
+
+"This is a very deep business," he said at last. "There are a
+thousand details which I should desire to know before I decide
+upon our course of action. Yet we have not a moment to lose. If
+we were to come to Stoke Moran to-day, would it be possible for
+us to see over these rooms without the knowledge of your
+stepfather?"
+
+"As it happens, he spoke of coming into town to-day upon some
+most important business. It is probable that he will be away all
+day, and that there would be nothing to disturb you. We have a
+housekeeper now, but she is old and foolish, and I could easily
+get her out of the way."
+
+"Excellent. You are not averse to this trip, Watson?"
+
+"By no means."
+
+"Then we shall both come. What are you going to do yourself?"
+
+"I have one or two things which I would wish to do now that I am
+in town. But I shall return by the twelve o'clock train, so as to
+be there in time for your coming."
+
+"And you may expect us early in the afternoon. I have myself some
+small business matters to attend to. Will you not wait and
+breakfast?"
+
+"No, I must go. My heart is lightened already since I have
+confided my trouble to you. I shall look forward to seeing you
+again this afternoon." She dropped her thick black veil over her
+face and glided from the room.
+
+"And what do you think of it all, Watson?" asked Sherlock Holmes,
+leaning back in his chair.
+
+"It seems to me to be a most dark and sinister business."
+
+"Dark enough and sinister enough."
+
+"Yet if the lady is correct in saying that the flooring and walls
+are sound, and that the door, window, and chimney are impassable,
+then her sister must have been undoubtedly alone when she met her
+mysterious end."
+
+"What becomes, then, of these nocturnal whistles, and what of the
+very peculiar words of the dying woman?"
+
+"I cannot think."
+
+"When you combine the ideas of whistles at night, the presence of
+a band of gipsies who are on intimate terms with this old doctor,
+the fact that we have every reason to believe that the doctor has
+an interest in preventing his stepdaughter's marriage, the dying
+allusion to a band, and, finally, the fact that Miss Helen Stoner
+heard a metallic clang, which might have been caused by one of
+those metal bars that secured the shutters falling back into its
+place, I think that there is good ground to think that the
+mystery may be cleared along those lines."
+
+"But what, then, did the gipsies do?"
+
+"I cannot imagine."
+
+"I see many objections to any such theory."
+
+"And so do I. It is precisely for that reason that we are going
+to Stoke Moran this day. I want to see whether the objections are
+fatal, or if they may be explained away. But what in the name of
+the devil!"
+
+The ejaculation had been drawn from my companion by the fact that
+our door had been suddenly dashed open, and that a huge man had
+framed himself in the aperture. His costume was a peculiar
+mixture of the professional and of the agricultural, having a
+black top-hat, a long frock-coat, and a pair of high gaiters,
+with a hunting-crop swinging in his hand. So tall was he that his
+hat actually brushed the cross bar of the doorway, and his
+breadth seemed to span it across from side to side. A large face,
+seared with a thousand wrinkles, burned yellow with the sun, and
+marked with every evil passion, was turned from one to the other
+of us, while his deep-set, bile-shot eyes, and his high, thin,
+fleshless nose, gave him somewhat the resemblance to a fierce old
+bird of prey.
+
+"Which of you is Holmes?" asked this apparition.
+
+"My name, sir; but you have the advantage of me," said my
+companion quietly.
+
+"I am Dr. Grimesby Roylott, of Stoke Moran."
+
+"Indeed, Doctor," said Holmes blandly. "Pray take a seat."
+
+"I will do nothing of the kind. My stepdaughter has been here. I
+have traced her. What has she been saying to you?"
+
+"It is a little cold for the time of the year," said Holmes.
+
+"What has she been saying to you?" screamed the old man
+furiously.
+
+"But I have heard that the crocuses promise well," continued my
+companion imperturbably.
+
+"Ha! You put me off, do you?" said our new visitor, taking a step
+forward and shaking his hunting-crop. "I know you, you scoundrel!
+I have heard of you before. You are Holmes, the meddler."
+
+My friend smiled.
+
+"Holmes, the busybody!"
+
+His smile broadened.
+
+"Holmes, the Scotland Yard Jack-in-office!"
+
+Holmes chuckled heartily. "Your conversation is most
+entertaining," said he. "When you go out close the door, for
+there is a decided draught."
+
+"I will go when I have said my say. Don't you dare to meddle with
+my affairs. I know that Miss Stoner has been here. I traced her!
+I am a dangerous man to fall foul of! See here." He stepped
+swiftly forward, seized the poker, and bent it into a curve with
+his huge brown hands.
+
+"See that you keep yourself out of my grip," he snarled, and
+hurling the twisted poker into the fireplace he strode out of the
+room.
+
+"He seems a very amiable person," said Holmes, laughing. "I am
+not quite so bulky, but if he had remained I might have shown him
+that my grip was not much more feeble than his own." As he spoke
+he picked up the steel poker and, with a sudden effort,
+straightened it out again.
+
+"Fancy his having the insolence to confound me with the official
+detective force! This incident gives zest to our investigation,
+however, and I only trust that our little friend will not suffer
+from her imprudence in allowing this brute to trace her. And now,
+Watson, we shall order breakfast, and afterwards I shall walk
+down to Doctors' Commons, where I hope to get some data which may
+help us in this matter."
+
+
+It was nearly one o'clock when Sherlock Holmes returned from his
+excursion. He held in his hand a sheet of blue paper, scrawled
+over with notes and figures.
+
+"I have seen the will of the deceased wife," said he. "To
+determine its exact meaning I have been obliged to work out the
+present prices of the investments with which it is concerned. The
+total income, which at the time of the wife's death was little
+short of 1100 pounds, is now, through the fall in agricultural
+prices, not more than 750 pounds. Each daughter can claim an
+income of 250 pounds, in case of marriage. It is evident,
+therefore, that if both girls had married, this beauty would have
+had a mere pittance, while even one of them would cripple him to
+a very serious extent. My morning's work has not been wasted,
+since it has proved that he has the very strongest motives for
+standing in the way of anything of the sort. And now, Watson,
+this is too serious for dawdling, especially as the old man is
+aware that we are interesting ourselves in his affairs; so if you
+are ready, we shall call a cab and drive to Waterloo. I should be
+very much obliged if you would slip your revolver into your
+pocket. An Eley's No. 2 is an excellent argument with gentlemen
+who can twist steel pokers into knots. That and a tooth-brush
+are, I think, all that we need."
+
+At Waterloo we were fortunate in catching a train for
+Leatherhead, where we hired a trap at the station inn and drove
+for four or five miles through the lovely Surrey lanes. It was a
+perfect day, with a bright sun and a few fleecy clouds in the
+heavens. The trees and wayside hedges were just throwing out
+their first green shoots, and the air was full of the pleasant
+smell of the moist earth. To me at least there was a strange
+contrast between the sweet promise of the spring and this
+sinister quest upon which we were engaged. My companion sat in
+the front of the trap, his arms folded, his hat pulled down over
+his eyes, and his chin sunk upon his breast, buried in the
+deepest thought. Suddenly, however, he started, tapped me on the
+shoulder, and pointed over the meadows.
+
+"Look there!" said he.
+
+A heavily timbered park stretched up in a gentle slope,
+thickening into a grove at the highest point. From amid the
+branches there jutted out the grey gables and high roof-tree of a
+very old mansion.
+
+"Stoke Moran?" said he.
+
+"Yes, sir, that be the house of Dr. Grimesby Roylott," remarked
+the driver.
+
+"There is some building going on there," said Holmes; "that is
+where we are going."
+
+"There's the village," said the driver, pointing to a cluster of
+roofs some distance to the left; "but if you want to get to the
+house, you'll find it shorter to get over this stile, and so by
+the foot-path over the fields. There it is, where the lady is
+walking."
+
+"And the lady, I fancy, is Miss Stoner," observed Holmes, shading
+his eyes. "Yes, I think we had better do as you suggest."
+
+We got off, paid our fare, and the trap rattled back on its way
+to Leatherhead.
+
+"I thought it as well," said Holmes as we climbed the stile,
+"that this fellow should think we had come here as architects, or
+on some definite business. It may stop his gossip.
+Good-afternoon, Miss Stoner. You see that we have been as good as
+our word."
+
+Our client of the morning had hurried forward to meet us with a
+face which spoke her joy. "I have been waiting so eagerly for
+you," she cried, shaking hands with us warmly. "All has turned
+out splendidly. Dr. Roylott has gone to town, and it is unlikely
+that he will be back before evening."
+
+"We have had the pleasure of making the doctor's acquaintance,"
+said Holmes, and in a few words he sketched out what had
+occurred. Miss Stoner turned white to the lips as she listened.
+
+"Good heavens!" she cried, "he has followed me, then."
+
+"So it appears."
+
+"He is so cunning that I never know when I am safe from him. What
+will he say when he returns?"
+
+"He must guard himself, for he may find that there is someone
+more cunning than himself upon his track. You must lock yourself
+up from him to-night. If he is violent, we shall take you away to
+your aunt's at Harrow. Now, we must make the best use of our
+time, so kindly take us at once to the rooms which we are to
+examine."
+
+The building was of grey, lichen-blotched stone, with a high
+central portion and two curving wings, like the claws of a crab,
+thrown out on each side. In one of these wings the windows were
+broken and blocked with wooden boards, while the roof was partly
+caved in, a picture of ruin. The central portion was in little
+better repair, but the right-hand block was comparatively modern,
+and the blinds in the windows, with the blue smoke curling up
+from the chimneys, showed that this was where the family resided.
+Some scaffolding had been erected against the end wall, and the
+stone-work had been broken into, but there were no signs of any
+workmen at the moment of our visit. Holmes walked slowly up and
+down the ill-trimmed lawn and examined with deep attention the
+outsides of the windows.
+
+"This, I take it, belongs to the room in which you used to sleep,
+the centre one to your sister's, and the one next to the main
+building to Dr. Roylott's chamber?"
+
+"Exactly so. But I am now sleeping in the middle one."
+
+"Pending the alterations, as I understand. By the way, there does
+not seem to be any very pressing need for repairs at that end
+wall."
+
+"There were none. I believe that it was an excuse to move me from
+my room."
+
+"Ah! that is suggestive. Now, on the other side of this narrow
+wing runs the corridor from which these three rooms open. There
+are windows in it, of course?"
+
+"Yes, but very small ones. Too narrow for anyone to pass
+through."
+
+"As you both locked your doors at night, your rooms were
+unapproachable from that side. Now, would you have the kindness
+to go into your room and bar your shutters?"
+
+Miss Stoner did so, and Holmes, after a careful examination
+through the open window, endeavoured in every way to force the
+shutter open, but without success. There was no slit through
+which a knife could be passed to raise the bar. Then with his
+lens he tested the hinges, but they were of solid iron, built
+firmly into the massive masonry. "Hum!" said he, scratching his
+chin in some perplexity, "my theory certainly presents some
+difficulties. No one could pass these shutters if they were
+bolted. Well, we shall see if the inside throws any light upon
+the matter."
+
+A small side door led into the whitewashed corridor from which
+the three bedrooms opened. Holmes refused to examine the third
+chamber, so we passed at once to the second, that in which Miss
+Stoner was now sleeping, and in which her sister had met with her
+fate. It was a homely little room, with a low ceiling and a
+gaping fireplace, after the fashion of old country-houses. A
+brown chest of drawers stood in one corner, a narrow
+white-counterpaned bed in another, and a dressing-table on the
+left-hand side of the window. These articles, with two small
+wicker-work chairs, made up all the furniture in the room save
+for a square of Wilton carpet in the centre. The boards round and
+the panelling of the walls were of brown, worm-eaten oak, so old
+and discoloured that it may have dated from the original building
+of the house. Holmes drew one of the chairs into a corner and sat
+silent, while his eyes travelled round and round and up and down,
+taking in every detail of the apartment.
+
+"Where does that bell communicate with?" he asked at last
+pointing to a thick bell-rope which hung down beside the bed, the
+tassel actually lying upon the pillow.
+
+"It goes to the housekeeper's room."
+
+"It looks newer than the other things?"
+
+"Yes, it was only put there a couple of years ago."
+
+"Your sister asked for it, I suppose?"
+
+"No, I never heard of her using it. We used always to get what we
+wanted for ourselves."
+
+"Indeed, it seemed unnecessary to put so nice a bell-pull there.
+You will excuse me for a few minutes while I satisfy myself as to
+this floor." He threw himself down upon his face with his lens in
+his hand and crawled swiftly backward and forward, examining
+minutely the cracks between the boards. Then he did the same with
+the wood-work with which the chamber was panelled. Finally he
+walked over to the bed and spent some time in staring at it and
+in running his eye up and down the wall. Finally he took the
+bell-rope in his hand and gave it a brisk tug.
+
+"Why, it's a dummy," said he.
+
+"Won't it ring?"
+
+"No, it is not even attached to a wire. This is very interesting.
+You can see now that it is fastened to a hook just above where
+the little opening for the ventilator is."
+
+"How very absurd! I never noticed that before."
+
+"Very strange!" muttered Holmes, pulling at the rope. "There are
+one or two very singular points about this room. For example,
+what a fool a builder must be to open a ventilator into another
+room, when, with the same trouble, he might have communicated
+with the outside air!"
+
+"That is also quite modern," said the lady.
+
+"Done about the same time as the bell-rope?" remarked Holmes.
+
+"Yes, there were several little changes carried out about that
+time."
+
+"They seem to have been of a most interesting character--dummy
+bell-ropes, and ventilators which do not ventilate. With your
+permission, Miss Stoner, we shall now carry our researches into
+the inner apartment."
+
+Dr. Grimesby Roylott's chamber was larger than that of his
+step-daughter, but was as plainly furnished. A camp-bed, a small
+wooden shelf full of books, mostly of a technical character, an
+armchair beside the bed, a plain wooden chair against the wall, a
+round table, and a large iron safe were the principal things
+which met the eye. Holmes walked slowly round and examined each
+and all of them with the keenest interest.
+
+"What's in here?" he asked, tapping the safe.
+
+"My stepfather's business papers."
+
+"Oh! you have seen inside, then?"
+
+"Only once, some years ago. I remember that it was full of
+papers."
+
+"There isn't a cat in it, for example?"
+
+"No. What a strange idea!"
+
+"Well, look at this!" He took up a small saucer of milk which
+stood on the top of it.
+
+"No; we don't keep a cat. But there is a cheetah and a baboon."
+
+"Ah, yes, of course! Well, a cheetah is just a big cat, and yet a
+saucer of milk does not go very far in satisfying its wants, I
+daresay. There is one point which I should wish to determine." He
+squatted down in front of the wooden chair and examined the seat
+of it with the greatest attention.
+
+"Thank you. That is quite settled," said he, rising and putting
+his lens in his pocket. "Hullo! Here is something interesting!"
+
+The object which had caught his eye was a small dog lash hung on
+one corner of the bed. The lash, however, was curled upon itself
+and tied so as to make a loop of whipcord.
+
+"What do you make of that, Watson?"
+
+"It's a common enough lash. But I don't know why it should be
+tied."
+
+"That is not quite so common, is it? Ah, me! it's a wicked world,
+and when a clever man turns his brains to crime it is the worst
+of all. I think that I have seen enough now, Miss Stoner, and
+with your permission we shall walk out upon the lawn."
+
+I had never seen my friend's face so grim or his brow so dark as
+it was when we turned from the scene of this investigation. We
+had walked several times up and down the lawn, neither Miss
+Stoner nor myself liking to break in upon his thoughts before he
+roused himself from his reverie.
+
+"It is very essential, Miss Stoner," said he, "that you should
+absolutely follow my advice in every respect."
+
+"I shall most certainly do so."
+
+"The matter is too serious for any hesitation. Your life may
+depend upon your compliance."
+
+"I assure you that I am in your hands."
+
+"In the first place, both my friend and I must spend the night in
+your room."
+
+Both Miss Stoner and I gazed at him in astonishment.
+
+"Yes, it must be so. Let me explain. I believe that that is the
+village inn over there?"
+
+"Yes, that is the Crown."
+
+"Very good. Your windows would be visible from there?"
+
+"Certainly."
+
+"You must confine yourself to your room, on pretence of a
+headache, when your stepfather comes back. Then when you hear him
+retire for the night, you must open the shutters of your window,
+undo the hasp, put your lamp there as a signal to us, and then
+withdraw quietly with everything which you are likely to want
+into the room which you used to occupy. I have no doubt that, in
+spite of the repairs, you could manage there for one night."
+
+"Oh, yes, easily."
+
+"The rest you will leave in our hands."
+
+"But what will you do?"
+
+"We shall spend the night in your room, and we shall investigate
+the cause of this noise which has disturbed you."
+
+"I believe, Mr. Holmes, that you have already made up your mind,"
+said Miss Stoner, laying her hand upon my companion's sleeve.
+
+"Perhaps I have."
+
+"Then, for pity's sake, tell me what was the cause of my sister's
+death."
+
+"I should prefer to have clearer proofs before I speak."
+
+"You can at least tell me whether my own thought is correct, and
+if she died from some sudden fright."
+
+"No, I do not think so. I think that there was probably some more
+tangible cause. And now, Miss Stoner, we must leave you for if
+Dr. Roylott returned and saw us our journey would be in vain.
+Good-bye, and be brave, for if you will do what I have told you,
+you may rest assured that we shall soon drive away the dangers
+that threaten you."
+
+Sherlock Holmes and I had no difficulty in engaging a bedroom and
+sitting-room at the Crown Inn. They were on the upper floor, and
+from our window we could command a view of the avenue gate, and
+of the inhabited wing of Stoke Moran Manor House. At dusk we saw
+Dr. Grimesby Roylott drive past, his huge form looming up beside
+the little figure of the lad who drove him. The boy had some
+slight difficulty in undoing the heavy iron gates, and we heard
+the hoarse roar of the doctor's voice and saw the fury with which
+he shook his clinched fists at him. The trap drove on, and a few
+minutes later we saw a sudden light spring up among the trees as
+the lamp was lit in one of the sitting-rooms.
+
+"Do you know, Watson," said Holmes as we sat together in the
+gathering darkness, "I have really some scruples as to taking you
+to-night. There is a distinct element of danger."
+
+"Can I be of assistance?"
+
+"Your presence might be invaluable."
+
+"Then I shall certainly come."
+
+"It is very kind of you."
+
+"You speak of danger. You have evidently seen more in these rooms
+than was visible to me."
+
+"No, but I fancy that I may have deduced a little more. I imagine
+that you saw all that I did."
+
+"I saw nothing remarkable save the bell-rope, and what purpose
+that could answer I confess is more than I can imagine."
+
+"You saw the ventilator, too?"
+
+"Yes, but I do not think that it is such a very unusual thing to
+have a small opening between two rooms. It was so small that a
+rat could hardly pass through."
+
+"I knew that we should find a ventilator before ever we came to
+Stoke Moran."
+
+"My dear Holmes!"
+
+"Oh, yes, I did. You remember in her statement she said that her
+sister could smell Dr. Roylott's cigar. Now, of course that
+suggested at once that there must be a communication between the
+two rooms. It could only be a small one, or it would have been
+remarked upon at the coroner's inquiry. I deduced a ventilator."
+
+"But what harm can there be in that?"
+
+"Well, there is at least a curious coincidence of dates. A
+ventilator is made, a cord is hung, and a lady who sleeps in the
+bed dies. Does not that strike you?"
+
+"I cannot as yet see any connection."
+
+"Did you observe anything very peculiar about that bed?"
+
+"No."
+
+"It was clamped to the floor. Did you ever see a bed fastened
+like that before?"
+
+"I cannot say that I have."
+
+"The lady could not move her bed. It must always be in the same
+relative position to the ventilator and to the rope--or so we may
+call it, since it was clearly never meant for a bell-pull."
+
+"Holmes," I cried, "I seem to see dimly what you are hinting at.
+We are only just in time to prevent some subtle and horrible
+crime."
+
+"Subtle enough and horrible enough. When a doctor does go wrong
+he is the first of criminals. He has nerve and he has knowledge.
+Palmer and Pritchard were among the heads of their profession.
+This man strikes even deeper, but I think, Watson, that we shall
+be able to strike deeper still. But we shall have horrors enough
+before the night is over; for goodness' sake let us have a quiet
+pipe and turn our minds for a few hours to something more
+cheerful."
+
+
+About nine o'clock the light among the trees was extinguished,
+and all was dark in the direction of the Manor House. Two hours
+passed slowly away, and then, suddenly, just at the stroke of
+eleven, a single bright light shone out right in front of us.
+
+"That is our signal," said Holmes, springing to his feet; "it
+comes from the middle window."
+
+As we passed out he exchanged a few words with the landlord,
+explaining that we were going on a late visit to an acquaintance,
+and that it was possible that we might spend the night there. A
+moment later we were out on the dark road, a chill wind blowing
+in our faces, and one yellow light twinkling in front of us
+through the gloom to guide us on our sombre errand.
+
+There was little difficulty in entering the grounds, for
+unrepaired breaches gaped in the old park wall. Making our way
+among the trees, we reached the lawn, crossed it, and were about
+to enter through the window when out from a clump of laurel
+bushes there darted what seemed to be a hideous and distorted
+child, who threw itself upon the grass with writhing limbs and
+then ran swiftly across the lawn into the darkness.
+
+"My God!" I whispered; "did you see it?"
+
+Holmes was for the moment as startled as I. His hand closed like
+a vice upon my wrist in his agitation. Then he broke into a low
+laugh and put his lips to my ear.
+
+"It is a nice household," he murmured. "That is the baboon."
+
+I had forgotten the strange pets which the doctor affected. There
+was a cheetah, too; perhaps we might find it upon our shoulders
+at any moment. I confess that I felt easier in my mind when,
+after following Holmes' example and slipping off my shoes, I
+found myself inside the bedroom. My companion noiselessly closed
+the shutters, moved the lamp onto the table, and cast his eyes
+round the room. All was as we had seen it in the daytime. Then
+creeping up to me and making a trumpet of his hand, he whispered
+into my ear again so gently that it was all that I could do to
+distinguish the words:
+
+"The least sound would be fatal to our plans."
+
+I nodded to show that I had heard.
+
+"We must sit without light. He would see it through the
+ventilator."
+
+I nodded again.
+
+"Do not go asleep; your very life may depend upon it. Have your
+pistol ready in case we should need it. I will sit on the side of
+the bed, and you in that chair."
+
+I took out my revolver and laid it on the corner of the table.
+
+Holmes had brought up a long thin cane, and this he placed upon
+the bed beside him. By it he laid the box of matches and the
+stump of a candle. Then he turned down the lamp, and we were left
+in darkness.
+
+How shall I ever forget that dreadful vigil? I could not hear a
+sound, not even the drawing of a breath, and yet I knew that my
+companion sat open-eyed, within a few feet of me, in the same
+state of nervous tension in which I was myself. The shutters cut
+off the least ray of light, and we waited in absolute darkness.
+
+From outside came the occasional cry of a night-bird, and once at
+our very window a long drawn catlike whine, which told us that
+the cheetah was indeed at liberty. Far away we could hear the
+deep tones of the parish clock, which boomed out every quarter of
+an hour. How long they seemed, those quarters! Twelve struck, and
+one and two and three, and still we sat waiting silently for
+whatever might befall.
+
+Suddenly there was the momentary gleam of a light up in the
+direction of the ventilator, which vanished immediately, but was
+succeeded by a strong smell of burning oil and heated metal.
+Someone in the next room had lit a dark-lantern. I heard a gentle
+sound of movement, and then all was silent once more, though the
+smell grew stronger. For half an hour I sat with straining ears.
+Then suddenly another sound became audible--a very gentle,
+soothing sound, like that of a small jet of steam escaping
+continually from a kettle. The instant that we heard it, Holmes
+sprang from the bed, struck a match, and lashed furiously with
+his cane at the bell-pull.
+
+"You see it, Watson?" he yelled. "You see it?"
+
+But I saw nothing. At the moment when Holmes struck the light I
+heard a low, clear whistle, but the sudden glare flashing into my
+weary eyes made it impossible for me to tell what it was at which
+my friend lashed so savagely. I could, however, see that his face
+was deadly pale and filled with horror and loathing. He had
+ceased to strike and was gazing up at the ventilator when
+suddenly there broke from the silence of the night the most
+horrible cry to which I have ever listened. It swelled up louder
+and louder, a hoarse yell of pain and fear and anger all mingled
+in the one dreadful shriek. They say that away down in the
+village, and even in the distant parsonage, that cry raised the
+sleepers from their beds. It struck cold to our hearts, and I
+stood gazing at Holmes, and he at me, until the last echoes of it
+had died away into the silence from which it rose.
+
+"What can it mean?" I gasped.
+
+"It means that it is all over," Holmes answered. "And perhaps,
+after all, it is for the best. Take your pistol, and we will
+enter Dr. Roylott's room."
+
+With a grave face he lit the lamp and led the way down the
+corridor. Twice he struck at the chamber door without any reply
+from within. Then he turned the handle and entered, I at his
+heels, with the cocked pistol in my hand.
+
+It was a singular sight which met our eyes. On the table stood a
+dark-lantern with the shutter half open, throwing a brilliant
+beam of light upon the iron safe, the door of which was ajar.
+Beside this table, on the wooden chair, sat Dr. Grimesby Roylott
+clad in a long grey dressing-gown, his bare ankles protruding
+beneath, and his feet thrust into red heelless Turkish slippers.
+Across his lap lay the short stock with the long lash which we
+had noticed during the day. His chin was cocked upward and his
+eyes were fixed in a dreadful, rigid stare at the corner of the
+ceiling. Round his brow he had a peculiar yellow band, with
+brownish speckles, which seemed to be bound tightly round his
+head. As we entered he made neither sound nor motion.
+
+"The band! the speckled band!" whispered Holmes.
+
+I took a step forward. In an instant his strange headgear began
+to move, and there reared itself from among his hair the squat
+diamond-shaped head and puffed neck of a loathsome serpent.
+
+"It is a swamp adder!" cried Holmes; "the deadliest snake in
+India. He has died within ten seconds of being bitten. Violence
+does, in truth, recoil upon the violent, and the schemer falls
+into the pit which he digs for another. Let us thrust this
+creature back into its den, and we can then remove Miss Stoner to
+some place of shelter and let the county police know what has
+happened."
+
+As he spoke he drew the dog-whip swiftly from the dead man's lap,
+and throwing the noose round the reptile's neck he drew it from
+its horrid perch and, carrying it at arm's length, threw it into
+the iron safe, which he closed upon it.
+
+Such are the true facts of the death of Dr. Grimesby Roylott, of
+Stoke Moran. It is not necessary that I should prolong a
+narrative which has already run to too great a length by telling
+how we broke the sad news to the terrified girl, how we conveyed
+her by the morning train to the care of her good aunt at Harrow,
+of how the slow process of official inquiry came to the
+conclusion that the doctor met his fate while indiscreetly
+playing with a dangerous pet. The little which I had yet to learn
+of the case was told me by Sherlock Holmes as we travelled back
+next day.
+
+"I had," said he, "come to an entirely erroneous conclusion which
+shows, my dear Watson, how dangerous it always is to reason from
+insufficient data. The presence of the gipsies, and the use of
+the word 'band,' which was used by the poor girl, no doubt, to
+explain the appearance which she had caught a hurried glimpse of
+by the light of her match, were sufficient to put me upon an
+entirely wrong scent. I can only claim the merit that I instantly
+reconsidered my position when, however, it became clear to me
+that whatever danger threatened an occupant of the room could not
+come either from the window or the door. My attention was
+speedily drawn, as I have already remarked to you, to this
+ventilator, and to the bell-rope which hung down to the bed. The
+discovery that this was a dummy, and that the bed was clamped to
+the floor, instantly gave rise to the suspicion that the rope was
+there as a bridge for something passing through the hole and
+coming to the bed. The idea of a snake instantly occurred to me,
+and when I coupled it with my knowledge that the doctor was
+furnished with a supply of creatures from India, I felt that I
+was probably on the right track. The idea of using a form of
+poison which could not possibly be discovered by any chemical
+test was just such a one as would occur to a clever and ruthless
+man who had had an Eastern training. The rapidity with which such
+a poison would take effect would also, from his point of view, be
+an advantage. It would be a sharp-eyed coroner, indeed, who could
+distinguish the two little dark punctures which would show where
+the poison fangs had done their work. Then I thought of the
+whistle. Of course he must recall the snake before the morning
+light revealed it to the victim. He had trained it, probably by
+the use of the milk which we saw, to return to him when summoned.
+He would put it through this ventilator at the hour that he
+thought best, with the certainty that it would crawl down the
+rope and land on the bed. It might or might not bite the
+occupant, perhaps she might escape every night for a week, but
+sooner or later she must fall a victim.
+
+"I had come to these conclusions before ever I had entered his
+room. An inspection of his chair showed me that he had been in
+the habit of standing on it, which of course would be necessary
+in order that he should reach the ventilator. The sight of the
+safe, the saucer of milk, and the loop of whipcord were enough to
+finally dispel any doubts which may have remained. The metallic
+clang heard by Miss Stoner was obviously caused by her stepfather
+hastily closing the door of his safe upon its terrible occupant.
+Having once made up my mind, you know the steps which I took in
+order to put the matter to the proof. I heard the creature hiss
+as I have no doubt that you did also, and I instantly lit the
+light and attacked it."
+
+"With the result of driving it through the ventilator."
+
+"And also with the result of causing it to turn upon its master
+at the other side. Some of the blows of my cane came home and
+roused its snakish temper, so that it flew upon the first person
+it saw. In this way I am no doubt indirectly responsible for Dr.
+Grimesby Roylott's death, and I cannot say that it is likely to
+weigh very heavily upon my conscience."
+
+
+
+IX. THE ADVENTURE OF THE ENGINEER'S THUMB
+
+Of all the problems which have been submitted to my friend, Mr.
+Sherlock Holmes, for solution during the years of our intimacy,
+there were only two which I was the means of introducing to his
+notice--that of Mr. Hatherley's thumb, and that of Colonel
+Warburton's madness. Of these the latter may have afforded a
+finer field for an acute and original observer, but the other was
+so strange in its inception and so dramatic in its details that
+it may be the more worthy of being placed upon record, even if it
+gave my friend fewer openings for those deductive methods of
+reasoning by which he achieved such remarkable results. The story
+has, I believe, been told more than once in the newspapers, but,
+like all such narratives, its effect is much less striking when
+set forth en bloc in a single half-column of print than when the
+facts slowly evolve before your own eyes, and the mystery clears
+gradually away as each new discovery furnishes a step which leads
+on to the complete truth. At the time the circumstances made a
+deep impression upon me, and the lapse of two years has hardly
+served to weaken the effect.
+
+It was in the summer of '89, not long after my marriage, that the
+events occurred which I am now about to summarise. I had returned
+to civil practice and had finally abandoned Holmes in his Baker
+Street rooms, although I continually visited him and occasionally
+even persuaded him to forgo his Bohemian habits so far as to come
+and visit us. My practice had steadily increased, and as I
+happened to live at no very great distance from Paddington
+Station, I got a few patients from among the officials. One of
+these, whom I had cured of a painful and lingering disease, was
+never weary of advertising my virtues and of endeavouring to send
+me on every sufferer over whom he might have any influence.
+
+One morning, at a little before seven o'clock, I was awakened by
+the maid tapping at the door to announce that two men had come
+from Paddington and were waiting in the consulting-room. I
+dressed hurriedly, for I knew by experience that railway cases
+were seldom trivial, and hastened downstairs. As I descended, my
+old ally, the guard, came out of the room and closed the door
+tightly behind him.
+
+"I've got him here," he whispered, jerking his thumb over his
+shoulder; "he's all right."
+
+"What is it, then?" I asked, for his manner suggested that it was
+some strange creature which he had caged up in my room.
+
+"It's a new patient," he whispered. "I thought I'd bring him
+round myself; then he couldn't slip away. There he is, all safe
+and sound. I must go now, Doctor; I have my dooties, just the
+same as you." And off he went, this trusty tout, without even
+giving me time to thank him.
+
+I entered my consulting-room and found a gentleman seated by the
+table. He was quietly dressed in a suit of heather tweed with a
+soft cloth cap which he had laid down upon my books. Round one of
+his hands he had a handkerchief wrapped, which was mottled all
+over with bloodstains. He was young, not more than
+five-and-twenty, I should say, with a strong, masculine face; but
+he was exceedingly pale and gave me the impression of a man who
+was suffering from some strong agitation, which it took all his
+strength of mind to control.
+
+"I am sorry to knock you up so early, Doctor," said he, "but I
+have had a very serious accident during the night. I came in by
+train this morning, and on inquiring at Paddington as to where I
+might find a doctor, a worthy fellow very kindly escorted me
+here. I gave the maid a card, but I see that she has left it upon
+the side-table."
+
+I took it up and glanced at it. "Mr. Victor Hatherley, hydraulic
+engineer, 16A, Victoria Street (3rd floor)." That was the name,
+style, and abode of my morning visitor. "I regret that I have
+kept you waiting," said I, sitting down in my library-chair. "You
+are fresh from a night journey, I understand, which is in itself
+a monotonous occupation."
+
+"Oh, my night could not be called monotonous," said he, and
+laughed. He laughed very heartily, with a high, ringing note,
+leaning back in his chair and shaking his sides. All my medical
+instincts rose up against that laugh.
+
+"Stop it!" I cried; "pull yourself together!" and I poured out
+some water from a caraffe.
+
+It was useless, however. He was off in one of those hysterical
+outbursts which come upon a strong nature when some great crisis
+is over and gone. Presently he came to himself once more, very
+weary and pale-looking.
+
+"I have been making a fool of myself," he gasped.
+
+"Not at all. Drink this." I dashed some brandy into the water,
+and the colour began to come back to his bloodless cheeks.
+
+"That's better!" said he. "And now, Doctor, perhaps you would
+kindly attend to my thumb, or rather to the place where my thumb
+used to be."
+
+He unwound the handkerchief and held out his hand. It gave even
+my hardened nerves a shudder to look at it. There were four
+protruding fingers and a horrid red, spongy surface where the
+thumb should have been. It had been hacked or torn right out from
+the roots.
+
+"Good heavens!" I cried, "this is a terrible injury. It must have
+bled considerably."
+
+"Yes, it did. I fainted when it was done, and I think that I must
+have been senseless for a long time. When I came to I found that
+it was still bleeding, so I tied one end of my handkerchief very
+tightly round the wrist and braced it up with a twig."
+
+"Excellent! You should have been a surgeon."
+
+"It is a question of hydraulics, you see, and came within my own
+province."
+
+"This has been done," said I, examining the wound, "by a very
+heavy and sharp instrument."
+
+"A thing like a cleaver," said he.
+
+"An accident, I presume?"
+
+"By no means."
+
+"What! a murderous attack?"
+
+"Very murderous indeed."
+
+"You horrify me."
+
+I sponged the wound, cleaned it, dressed it, and finally covered
+it over with cotton wadding and carbolised bandages. He lay back
+without wincing, though he bit his lip from time to time.
+
+"How is that?" I asked when I had finished.
+
+"Capital! Between your brandy and your bandage, I feel a new man.
+I was very weak, but I have had a good deal to go through."
+
+"Perhaps you had better not speak of the matter. It is evidently
+trying to your nerves."
+
+"Oh, no, not now. I shall have to tell my tale to the police;
+but, between ourselves, if it were not for the convincing
+evidence of this wound of mine, I should be surprised if they
+believed my statement, for it is a very extraordinary one, and I
+have not much in the way of proof with which to back it up; and,
+even if they believe me, the clues which I can give them are so
+vague that it is a question whether justice will be done."
+
+"Ha!" cried I, "if it is anything in the nature of a problem
+which you desire to see solved, I should strongly recommend you
+to come to my friend, Mr. Sherlock Holmes, before you go to the
+official police."
+
+"Oh, I have heard of that fellow," answered my visitor, "and I
+should be very glad if he would take the matter up, though of
+course I must use the official police as well. Would you give me
+an introduction to him?"
+
+"I'll do better. I'll take you round to him myself."
+
+"I should be immensely obliged to you."
+
+"We'll call a cab and go together. We shall just be in time to
+have a little breakfast with him. Do you feel equal to it?"
+
+"Yes; I shall not feel easy until I have told my story."
+
+"Then my servant will call a cab, and I shall be with you in an
+instant." I rushed upstairs, explained the matter shortly to my
+wife, and in five minutes was inside a hansom, driving with my
+new acquaintance to Baker Street.
+
+Sherlock Holmes was, as I expected, lounging about his
+sitting-room in his dressing-gown, reading the agony column of The
+Times and smoking his before-breakfast pipe, which was composed
+of all the plugs and dottles left from his smokes of the day
+before, all carefully dried and collected on the corner of the
+mantelpiece. He received us in his quietly genial fashion,
+ordered fresh rashers and eggs, and joined us in a hearty meal.
+When it was concluded he settled our new acquaintance upon the
+sofa, placed a pillow beneath his head, and laid a glass of
+brandy and water within his reach.
+
+"It is easy to see that your experience has been no common one,
+Mr. Hatherley," said he. "Pray, lie down there and make yourself
+absolutely at home. Tell us what you can, but stop when you are
+tired and keep up your strength with a little stimulant."
+
+"Thank you," said my patient, "but I have felt another man since
+the doctor bandaged me, and I think that your breakfast has
+completed the cure. I shall take up as little of your valuable
+time as possible, so I shall start at once upon my peculiar
+experiences."
+
+Holmes sat in his big armchair with the weary, heavy-lidded
+expression which veiled his keen and eager nature, while I sat
+opposite to him, and we listened in silence to the strange story
+which our visitor detailed to us.
+
+"You must know," said he, "that I am an orphan and a bachelor,
+residing alone in lodgings in London. By profession I am a
+hydraulic engineer, and I have had considerable experience of my
+work during the seven years that I was apprenticed to Venner &
+Matheson, the well-known firm, of Greenwich. Two years ago,
+having served my time, and having also come into a fair sum of
+money through my poor father's death, I determined to start in
+business for myself and took professional chambers in Victoria
+Street.
+
+"I suppose that everyone finds his first independent start in
+business a dreary experience. To me it has been exceptionally so.
+During two years I have had three consultations and one small
+job, and that is absolutely all that my profession has brought
+me. My gross takings amount to 27 pounds 10s. Every day, from
+nine in the morning until four in the afternoon, I waited in my
+little den, until at last my heart began to sink, and I came to
+believe that I should never have any practice at all.
+
+"Yesterday, however, just as I was thinking of leaving the
+office, my clerk entered to say there was a gentleman waiting who
+wished to see me upon business. He brought up a card, too, with
+the name of 'Colonel Lysander Stark' engraved upon it. Close at
+his heels came the colonel himself, a man rather over the middle
+size, but of an exceeding thinness. I do not think that I have
+ever seen so thin a man. His whole face sharpened away into nose
+and chin, and the skin of his cheeks was drawn quite tense over
+his outstanding bones. Yet this emaciation seemed to be his
+natural habit, and due to no disease, for his eye was bright, his
+step brisk, and his bearing assured. He was plainly but neatly
+dressed, and his age, I should judge, would be nearer forty than
+thirty.
+
+"'Mr. Hatherley?' said he, with something of a German accent.
+'You have been recommended to me, Mr. Hatherley, as being a man
+who is not only proficient in his profession but is also discreet
+and capable of preserving a secret.'
+
+"I bowed, feeling as flattered as any young man would at such an
+address. 'May I ask who it was who gave me so good a character?'
+
+"'Well, perhaps it is better that I should not tell you that just
+at this moment. I have it from the same source that you are both
+an orphan and a bachelor and are residing alone in London.'
+
+"'That is quite correct,' I answered; 'but you will excuse me if
+I say that I cannot see how all this bears upon my professional
+qualifications. I understand that it was on a professional matter
+that you wished to speak to me?'
+
+"'Undoubtedly so. But you will find that all I say is really to
+the point. I have a professional commission for you, but absolute
+secrecy is quite essential--absolute secrecy, you understand, and
+of course we may expect that more from a man who is alone than
+from one who lives in the bosom of his family.'
+
+"'If I promise to keep a secret,' said I, 'you may absolutely
+depend upon my doing so.'
+
+"He looked very hard at me as I spoke, and it seemed to me that I
+had never seen so suspicious and questioning an eye.
+
+"'Do you promise, then?' said he at last.
+
+"'Yes, I promise.'
+
+"'Absolute and complete silence before, during, and after? No
+reference to the matter at all, either in word or writing?'
+
+"'I have already given you my word.'
+
+"'Very good.' He suddenly sprang up, and darting like lightning
+across the room he flung open the door. The passage outside was
+empty.
+
+"'That's all right,' said he, coming back. 'I know that clerks are
+sometimes curious as to their master's affairs. Now we can talk
+in safety.' He drew up his chair very close to mine and began to
+stare at me again with the same questioning and thoughtful look.
+
+"A feeling of repulsion, and of something akin to fear had begun
+to rise within me at the strange antics of this fleshless man.
+Even my dread of losing a client could not restrain me from
+showing my impatience.
+
+"'I beg that you will state your business, sir,' said I; 'my time
+is of value.' Heaven forgive me for that last sentence, but the
+words came to my lips.
+
+"'How would fifty guineas for a night's work suit you?' he asked.
+
+"'Most admirably.'
+
+"'I say a night's work, but an hour's would be nearer the mark. I
+simply want your opinion about a hydraulic stamping machine which
+has got out of gear. If you show us what is wrong we shall soon
+set it right ourselves. What do you think of such a commission as
+that?'
+
+"'The work appears to be light and the pay munificent.'
+
+"'Precisely so. We shall want you to come to-night by the last
+train.'
+
+"'Where to?'
+
+"'To Eyford, in Berkshire. It is a little place near the borders
+of Oxfordshire, and within seven miles of Reading. There is a
+train from Paddington which would bring you there at about
+11:15.'
+
+"'Very good.'
+
+"'I shall come down in a carriage to meet you.'
+
+"'There is a drive, then?'
+
+"'Yes, our little place is quite out in the country. It is a good
+seven miles from Eyford Station.'
+
+"'Then we can hardly get there before midnight. I suppose there
+would be no chance of a train back. I should be compelled to stop
+the night.'
+
+"'Yes, we could easily give you a shake-down.'
+
+"'That is very awkward. Could I not come at some more convenient
+hour?'
+
+"'We have judged it best that you should come late. It is to
+recompense you for any inconvenience that we are paying to you, a
+young and unknown man, a fee which would buy an opinion from the
+very heads of your profession. Still, of course, if you would
+like to draw out of the business, there is plenty of time to do
+so.'
+
+"I thought of the fifty guineas, and of how very useful they
+would be to me. 'Not at all,' said I, 'I shall be very happy to
+accommodate myself to your wishes. I should like, however, to
+understand a little more clearly what it is that you wish me to
+do.'
+
+"'Quite so. It is very natural that the pledge of secrecy which
+we have exacted from you should have aroused your curiosity. I
+have no wish to commit you to anything without your having it all
+laid before you. I suppose that we are absolutely safe from
+eavesdroppers?'
+
+"'Entirely.'
+
+"'Then the matter stands thus. You are probably aware that
+fuller's-earth is a valuable product, and that it is only found
+in one or two places in England?'
+
+"'I have heard so.'
+
+"'Some little time ago I bought a small place--a very small
+place--within ten miles of Reading. I was fortunate enough to
+discover that there was a deposit of fuller's-earth in one of my
+fields. On examining it, however, I found that this deposit was a
+comparatively small one, and that it formed a link between two
+very much larger ones upon the right and left--both of them,
+however, in the grounds of my neighbours. These good people were
+absolutely ignorant that their land contained that which was
+quite as valuable as a gold-mine. Naturally, it was to my
+interest to buy their land before they discovered its true value,
+but unfortunately I had no capital by which I could do this. I
+took a few of my friends into the secret, however, and they
+suggested that we should quietly and secretly work our own little
+deposit and that in this way we should earn the money which would
+enable us to buy the neighbouring fields. This we have now been
+doing for some time, and in order to help us in our operations we
+erected a hydraulic press. This press, as I have already
+explained, has got out of order, and we wish your advice upon the
+subject. We guard our secret very jealously, however, and if it
+once became known that we had hydraulic engineers coming to our
+little house, it would soon rouse inquiry, and then, if the facts
+came out, it would be good-bye to any chance of getting these
+fields and carrying out our plans. That is why I have made you
+promise me that you will not tell a human being that you are
+going to Eyford to-night. I hope that I make it all plain?'
+
+"'I quite follow you,' said I. 'The only point which I could not
+quite understand was what use you could make of a hydraulic press
+in excavating fuller's-earth, which, as I understand, is dug out
+like gravel from a pit.'
+
+"'Ah!' said he carelessly, 'we have our own process. We compress
+the earth into bricks, so as to remove them without revealing
+what they are. But that is a mere detail. I have taken you fully
+into my confidence now, Mr. Hatherley, and I have shown you how I
+trust you.' He rose as he spoke. 'I shall expect you, then, at
+Eyford at 11:15.'
+
+"'I shall certainly be there.'
+
+"'And not a word to a soul.' He looked at me with a last long,
+questioning gaze, and then, pressing my hand in a cold, dank
+grasp, he hurried from the room.
+
+"Well, when I came to think it all over in cool blood I was very
+much astonished, as you may both think, at this sudden commission
+which had been intrusted to me. On the one hand, of course, I was
+glad, for the fee was at least tenfold what I should have asked
+had I set a price upon my own services, and it was possible that
+this order might lead to other ones. On the other hand, the face
+and manner of my patron had made an unpleasant impression upon
+me, and I could not think that his explanation of the
+fuller's-earth was sufficient to explain the necessity for my
+coming at midnight, and his extreme anxiety lest I should tell
+anyone of my errand. However, I threw all fears to the winds, ate
+a hearty supper, drove to Paddington, and started off, having
+obeyed to the letter the injunction as to holding my tongue.
+
+"At Reading I had to change not only my carriage but my station.
+However, I was in time for the last train to Eyford, and I
+reached the little dim-lit station after eleven o'clock. I was the
+only passenger who got out there, and there was no one upon the
+platform save a single sleepy porter with a lantern. As I passed
+out through the wicket gate, however, I found my acquaintance of
+the morning waiting in the shadow upon the other side. Without a
+word he grasped my arm and hurried me into a carriage, the door
+of which was standing open. He drew up the windows on either
+side, tapped on the wood-work, and away we went as fast as the
+horse could go."
+
+"One horse?" interjected Holmes.
+
+"Yes, only one."
+
+"Did you observe the colour?"
+
+"Yes, I saw it by the side-lights when I was stepping into the
+carriage. It was a chestnut."
+
+"Tired-looking or fresh?"
+
+"Oh, fresh and glossy."
+
+"Thank you. I am sorry to have interrupted you. Pray continue
+your most interesting statement."
+
+"Away we went then, and we drove for at least an hour. Colonel
+Lysander Stark had said that it was only seven miles, but I
+should think, from the rate that we seemed to go, and from the
+time that we took, that it must have been nearer twelve. He sat
+at my side in silence all the time, and I was aware, more than
+once when I glanced in his direction, that he was looking at me
+with great intensity. The country roads seem to be not very good
+in that part of the world, for we lurched and jolted terribly. I
+tried to look out of the windows to see something of where we
+were, but they were made of frosted glass, and I could make out
+nothing save the occasional bright blur of a passing light. Now
+and then I hazarded some remark to break the monotony of the
+journey, but the colonel answered only in monosyllables, and the
+conversation soon flagged. At last, however, the bumping of the
+road was exchanged for the crisp smoothness of a gravel-drive,
+and the carriage came to a stand. Colonel Lysander Stark sprang
+out, and, as I followed after him, pulled me swiftly into a porch
+which gaped in front of us. We stepped, as it were, right out of
+the carriage and into the hall, so that I failed to catch the
+most fleeting glance of the front of the house. The instant that
+I had crossed the threshold the door slammed heavily behind us,
+and I heard faintly the rattle of the wheels as the carriage
+drove away.
+
+"It was pitch dark inside the house, and the colonel fumbled
+about looking for matches and muttering under his breath.
+Suddenly a door opened at the other end of the passage, and a
+long, golden bar of light shot out in our direction. It grew
+broader, and a woman appeared with a lamp in her hand, which she
+held above her head, pushing her face forward and peering at us.
+I could see that she was pretty, and from the gloss with which
+the light shone upon her dark dress I knew that it was a rich
+material. She spoke a few words in a foreign tongue in a tone as
+though asking a question, and when my companion answered in a
+gruff monosyllable she gave such a start that the lamp nearly
+fell from her hand. Colonel Stark went up to her, whispered
+something in her ear, and then, pushing her back into the room
+from whence she had come, he walked towards me again with the
+lamp in his hand.
+
+"'Perhaps you will have the kindness to wait in this room for a
+few minutes,' said he, throwing open another door. It was a
+quiet, little, plainly furnished room, with a round table in the
+centre, on which several German books were scattered. Colonel
+Stark laid down the lamp on the top of a harmonium beside the
+door. 'I shall not keep you waiting an instant,' said he, and
+vanished into the darkness.
+
+"I glanced at the books upon the table, and in spite of my
+ignorance of German I could see that two of them were treatises
+on science, the others being volumes of poetry. Then I walked
+across to the window, hoping that I might catch some glimpse of
+the country-side, but an oak shutter, heavily barred, was folded
+across it. It was a wonderfully silent house. There was an old
+clock ticking loudly somewhere in the passage, but otherwise
+everything was deadly still. A vague feeling of uneasiness began
+to steal over me. Who were these German people, and what were
+they doing living in this strange, out-of-the-way place? And
+where was the place? I was ten miles or so from Eyford, that was
+all I knew, but whether north, south, east, or west I had no
+idea. For that matter, Reading, and possibly other large towns,
+were within that radius, so the place might not be so secluded,
+after all. Yet it was quite certain, from the absolute stillness,
+that we were in the country. I paced up and down the room,
+humming a tune under my breath to keep up my spirits and feeling
+that I was thoroughly earning my fifty-guinea fee.
+
+"Suddenly, without any preliminary sound in the midst of the
+utter stillness, the door of my room swung slowly open. The woman
+was standing in the aperture, the darkness of the hall behind
+her, the yellow light from my lamp beating upon her eager and
+beautiful face. I could see at a glance that she was sick with
+fear, and the sight sent a chill to my own heart. She held up one
+shaking finger to warn me to be silent, and she shot a few
+whispered words of broken English at me, her eyes glancing back,
+like those of a frightened horse, into the gloom behind her.
+
+"'I would go,' said she, trying hard, as it seemed to me, to
+speak calmly; 'I would go. I should not stay here. There is no
+good for you to do.'
+
+"'But, madam,' said I, 'I have not yet done what I came for. I
+cannot possibly leave until I have seen the machine.'
+
+"'It is not worth your while to wait,' she went on. 'You can pass
+through the door; no one hinders.' And then, seeing that I smiled
+and shook my head, she suddenly threw aside her constraint and
+made a step forward, with her hands wrung together. 'For the love
+of Heaven!' she whispered, 'get away from here before it is too
+late!'
+
+"But I am somewhat headstrong by nature, and the more ready to
+engage in an affair when there is some obstacle in the way. I
+thought of my fifty-guinea fee, of my wearisome journey, and of
+the unpleasant night which seemed to be before me. Was it all to
+go for nothing? Why should I slink away without having carried
+out my commission, and without the payment which was my due? This
+woman might, for all I knew, be a monomaniac. With a stout
+bearing, therefore, though her manner had shaken me more than I
+cared to confess, I still shook my head and declared my intention
+of remaining where I was. She was about to renew her entreaties
+when a door slammed overhead, and the sound of several footsteps
+was heard upon the stairs. She listened for an instant, threw up
+her hands with a despairing gesture, and vanished as suddenly and
+as noiselessly as she had come.
+
+"The newcomers were Colonel Lysander Stark and a short thick man
+with a chinchilla beard growing out of the creases of his double
+chin, who was introduced to me as Mr. Ferguson.
+
+"'This is my secretary and manager,' said the colonel. 'By the
+way, I was under the impression that I left this door shut just
+now. I fear that you have felt the draught.'
+
+"'On the contrary,' said I, 'I opened the door myself because I
+felt the room to be a little close.'
+
+"He shot one of his suspicious looks at me. 'Perhaps we had
+better proceed to business, then,' said he. 'Mr. Ferguson and I
+will take you up to see the machine.'
+
+"'I had better put my hat on, I suppose.'
+
+"'Oh, no, it is in the house.'
+
+"'What, you dig fuller's-earth in the house?'
+
+"'No, no. This is only where we compress it. But never mind that.
+All we wish you to do is to examine the machine and to let us
+know what is wrong with it.'
+
+"We went upstairs together, the colonel first with the lamp, the
+fat manager and I behind him. It was a labyrinth of an old house,
+with corridors, passages, narrow winding staircases, and little
+low doors, the thresholds of which were hollowed out by the
+generations who had crossed them. There were no carpets and no
+signs of any furniture above the ground floor, while the plaster
+was peeling off the walls, and the damp was breaking through in
+green, unhealthy blotches. I tried to put on as unconcerned an
+air as possible, but I had not forgotten the warnings of the
+lady, even though I disregarded them, and I kept a keen eye upon
+my two companions. Ferguson appeared to be a morose and silent
+man, but I could see from the little that he said that he was at
+least a fellow-countryman.
+
+"Colonel Lysander Stark stopped at last before a low door, which
+he unlocked. Within was a small, square room, in which the three
+of us could hardly get at one time. Ferguson remained outside,
+and the colonel ushered me in.
+
+"'We are now,' said he, 'actually within the hydraulic press, and
+it would be a particularly unpleasant thing for us if anyone were
+to turn it on. The ceiling of this small chamber is really the
+end of the descending piston, and it comes down with the force of
+many tons upon this metal floor. There are small lateral columns
+of water outside which receive the force, and which transmit and
+multiply it in the manner which is familiar to you. The machine
+goes readily enough, but there is some stiffness in the working
+of it, and it has lost a little of its force. Perhaps you will
+have the goodness to look it over and to show us how we can set
+it right.'
+
+"I took the lamp from him, and I examined the machine very
+thoroughly. It was indeed a gigantic one, and capable of
+exercising enormous pressure. When I passed outside, however, and
+pressed down the levers which controlled it, I knew at once by
+the whishing sound that there was a slight leakage, which allowed
+a regurgitation of water through one of the side cylinders. An
+examination showed that one of the india-rubber bands which was
+round the head of a driving-rod had shrunk so as not quite to
+fill the socket along which it worked. This was clearly the cause
+of the loss of power, and I pointed it out to my companions, who
+followed my remarks very carefully and asked several practical
+questions as to how they should proceed to set it right. When I
+had made it clear to them, I returned to the main chamber of the
+machine and took a good look at it to satisfy my own curiosity.
+It was obvious at a glance that the story of the fuller's-earth
+was the merest fabrication, for it would be absurd to suppose
+that so powerful an engine could be designed for so inadequate a
+purpose. The walls were of wood, but the floor consisted of a
+large iron trough, and when I came to examine it I could see a
+crust of metallic deposit all over it. I had stooped and was
+scraping at this to see exactly what it was when I heard a
+muttered exclamation in German and saw the cadaverous face of the
+colonel looking down at me.
+
+"'What are you doing there?' he asked.
+
+"I felt angry at having been tricked by so elaborate a story as
+that which he had told me. 'I was admiring your fuller's-earth,'
+said I; 'I think that I should be better able to advise you as to
+your machine if I knew what the exact purpose was for which it
+was used.'
+
+"The instant that I uttered the words I regretted the rashness of
+my speech. His face set hard, and a baleful light sprang up in
+his grey eyes.
+
+"'Very well,' said he, 'you shall know all about the machine.' He
+took a step backward, slammed the little door, and turned the key
+in the lock. I rushed towards it and pulled at the handle, but it
+was quite secure, and did not give in the least to my kicks and
+shoves. 'Hullo!' I yelled. 'Hullo! Colonel! Let me out!'
+
+"And then suddenly in the silence I heard a sound which sent my
+heart into my mouth. It was the clank of the levers and the swish
+of the leaking cylinder. He had set the engine at work. The lamp
+still stood upon the floor where I had placed it when examining
+the trough. By its light I saw that the black ceiling was coming
+down upon me, slowly, jerkily, but, as none knew better than
+myself, with a force which must within a minute grind me to a
+shapeless pulp. I threw myself, screaming, against the door, and
+dragged with my nails at the lock. I implored the colonel to let
+me out, but the remorseless clanking of the levers drowned my
+cries. The ceiling was only a foot or two above my head, and with
+my hand upraised I could feel its hard, rough surface. Then it
+flashed through my mind that the pain of my death would depend
+very much upon the position in which I met it. If I lay on my
+face the weight would come upon my spine, and I shuddered to
+think of that dreadful snap. Easier the other way, perhaps; and
+yet, had I the nerve to lie and look up at that deadly black
+shadow wavering down upon me? Already I was unable to stand
+erect, when my eye caught something which brought a gush of hope
+back to my heart.
+
+"I have said that though the floor and ceiling were of iron, the
+walls were of wood. As I gave a last hurried glance around, I saw
+a thin line of yellow light between two of the boards, which
+broadened and broadened as a small panel was pushed backward. For
+an instant I could hardly believe that here was indeed a door
+which led away from death. The next instant I threw myself
+through, and lay half-fainting upon the other side. The panel had
+closed again behind me, but the crash of the lamp, and a few
+moments afterwards the clang of the two slabs of metal, told me
+how narrow had been my escape.
+
+"I was recalled to myself by a frantic plucking at my wrist, and
+I found myself lying upon the stone floor of a narrow corridor,
+while a woman bent over me and tugged at me with her left hand,
+while she held a candle in her right. It was the same good friend
+whose warning I had so foolishly rejected.
+
+"'Come! come!' she cried breathlessly. 'They will be here in a
+moment. They will see that you are not there. Oh, do not waste
+the so-precious time, but come!'
+
+"This time, at least, I did not scorn her advice. I staggered to
+my feet and ran with her along the corridor and down a winding
+stair. The latter led to another broad passage, and just as we
+reached it we heard the sound of running feet and the shouting of
+two voices, one answering the other from the floor on which  we
+were and from the one beneath. My guide stopped and looked about
+her like one  who is at her wit's end. Then she threw open a door
+which led into a bedroom, through the window of which the moon
+was shining brightly.
+
+"'It is your only chance,' said she. 'It is high, but it may be
+that you can jump it.'
+
+"As she spoke a light sprang into view at the further end of the
+passage, and I saw the lean figure of Colonel Lysander Stark
+rushing forward with a lantern in one hand and a weapon like a
+butcher's cleaver in the other. I rushed across the bedroom,
+flung open the window, and looked out. How quiet and sweet and
+wholesome the garden looked in the moonlight, and it could not be
+more than thirty feet down. I clambered out upon the sill, but I
+hesitated to jump until I should have heard what passed between
+my saviour and the ruffian who pursued me. If she were ill-used,
+then at any risks I was determined to go back to her assistance.
+The thought had hardly flashed through my mind before he was at
+the door, pushing his way past her; but she threw her arms round
+him and tried to hold him back.
+
+"'Fritz! Fritz!' she cried in English, 'remember your promise
+after the last time. You said it should not be again. He will be
+silent! Oh, he will be silent!'
+
+"'You are mad, Elise!' he shouted, struggling to break away from
+her. 'You will be the ruin of us. He has seen too much. Let me
+pass, I say!' He dashed her to one side, and, rushing to the
+window, cut at me with his heavy weapon. I had let myself go, and
+was hanging by the hands to the sill, when his blow fell. I was
+conscious of a dull pain, my grip loosened, and I fell into the
+garden below.
+
+"I was shaken but not hurt by the fall; so I picked myself up and
+rushed off among the bushes as hard as I could run, for I
+understood that I was far from being out of danger yet. Suddenly,
+however, as I ran, a deadly dizziness and sickness came over me.
+I glanced down at my hand, which was throbbing painfully, and
+then, for the first time, saw that my thumb had been cut off and
+that the blood was pouring from my wound. I endeavoured to tie my
+handkerchief round it, but there came a sudden buzzing in my
+ears, and next moment I fell in a dead faint among the
+rose-bushes.
+
+"How long I remained unconscious I cannot tell. It must have been
+a very long time, for the moon had sunk, and a bright morning was
+breaking when I came to myself. My clothes were all sodden with
+dew, and my coat-sleeve was drenched with blood from my wounded
+thumb. The smarting of it recalled in an instant all the
+particulars of my night's adventure, and I sprang to my feet with
+the feeling that I might hardly yet be safe from my pursuers. But
+to my astonishment, when I came to look round me, neither house
+nor garden were to be seen. I had been lying in an angle of the
+hedge close by the highroad, and just a little lower down was a
+long building, which proved, upon my approaching it, to be the
+very station at which I had arrived upon the previous night. Were
+it not for the ugly wound upon my hand, all that had passed
+during those dreadful hours might have been an evil dream.
+
+"Half dazed, I went into the station and asked about the morning
+train. There would be one to Reading in less than an hour. The
+same porter was on duty, I found, as had been there when I
+arrived. I inquired of him whether he had ever heard of Colonel
+Lysander Stark. The name was strange to him. Had he observed a
+carriage the night before waiting for me? No, he had not. Was
+there a police-station anywhere near? There was one about three
+miles off.
+
+"It was too far for me to go, weak and ill as I was. I determined
+to wait until I got back to town before telling my story to the
+police. It was a little past six when I arrived, so I went first
+to have my wound dressed, and then the doctor was kind enough to
+bring me along here. I put the case into your hands and shall do
+exactly what you advise."
+
+We both sat in silence for some little time after listening to
+this extraordinary narrative. Then Sherlock Holmes pulled down
+from the shelf one of the ponderous commonplace books in which he
+placed his cuttings.
+
+"Here is an advertisement which will interest you," said he. "It
+appeared in all the papers about a year ago. Listen to this:
+'Lost, on the 9th inst., Mr. Jeremiah Hayling, aged
+twenty-six, a hydraulic engineer. Left his lodgings at ten
+o'clock at night, and has not been heard of since. Was
+dressed in,' etc., etc. Ha! That represents the last time that
+the colonel needed to have his machine overhauled, I fancy."
+
+"Good heavens!" cried my patient. "Then that explains what the
+girl said."
+
+"Undoubtedly. It is quite clear that the colonel was a cool and
+desperate man, who was absolutely determined that nothing should
+stand in the way of his little game, like those out-and-out
+pirates who will leave no survivor from a captured ship. Well,
+every moment now is precious, so if you feel equal to it we shall
+go down to Scotland Yard at once as a preliminary to starting for
+Eyford."
+
+Some three hours or so afterwards we were all in the train
+together, bound from Reading to the little Berkshire village.
+There were Sherlock Holmes, the hydraulic engineer, Inspector
+Bradstreet, of Scotland Yard, a plain-clothes man, and myself.
+Bradstreet had spread an ordnance map of the county out upon the
+seat and was busy with his compasses drawing a circle with Eyford
+for its centre.
+
+"There you are," said he. "That circle is drawn at a radius of
+ten miles from the village. The place we want must be somewhere
+near that line. You said ten miles, I think, sir."
+
+"It was an hour's good drive."
+
+"And you think that they brought you back all that way when you
+were unconscious?"
+
+"They must have done so. I have a confused memory, too, of having
+been lifted and conveyed somewhere."
+
+"What I cannot understand," said I, "is why they should have
+spared you when they found you lying fainting in the garden.
+Perhaps the villain was softened by the woman's entreaties."
+
+"I hardly think that likely. I never saw a more inexorable face
+in my life."
+
+"Oh, we shall soon clear up all that," said Bradstreet. "Well, I
+have drawn my circle, and I only wish I knew at what point upon
+it the folk that we are in search of are to be found."
+
+"I think I could lay my finger on it," said Holmes quietly.
+
+"Really, now!" cried the inspector, "you have formed your
+opinion! Come, now, we shall see who agrees with you. I say it is
+south, for the country is more deserted there."
+
+"And I say east," said my patient.
+
+"I am for west," remarked the plain-clothes man. "There are
+several quiet little villages up there."
+
+"And I am for north," said I, "because there are no hills there,
+and our friend says that he did not notice the carriage go up
+any."
+
+"Come," cried the inspector, laughing; "it's a very pretty
+diversity of opinion. We have boxed the compass among us. Who do
+you give your casting vote to?"
+
+"You are all wrong."
+
+"But we can't all be."
+
+"Oh, yes, you can. This is my point." He placed his finger in the
+centre of the circle. "This is where we shall find them."
+
+"But the twelve-mile drive?" gasped Hatherley.
+
+"Six out and six back. Nothing simpler. You say yourself that the
+horse was fresh and glossy when you got in. How could it be that
+if it had gone twelve miles over heavy roads?"
+
+"Indeed, it is a likely ruse enough," observed Bradstreet
+thoughtfully. "Of course there can be no doubt as to the nature
+of this gang."
+
+"None at all," said Holmes. "They are coiners on a large scale,
+and have used the machine to form the amalgam which has taken the
+place of silver."
+
+"We have known for some time that a clever gang was at work,"
+said the inspector. "They have been turning out half-crowns by
+the thousand. We even traced them as far as Reading, but could
+get no farther, for they had covered their traces in a way that
+showed that they were very old hands. But now, thanks to this
+lucky chance, I think that we have got them right enough."
+
+But the inspector was mistaken, for those criminals were not
+destined to fall into the hands of justice. As we rolled into
+Eyford Station we saw a gigantic column of smoke which streamed
+up from behind a small clump of trees in the neighbourhood and
+hung like an immense ostrich feather over the landscape.
+
+"A house on fire?" asked Bradstreet as the train steamed off
+again on its way.
+
+"Yes, sir!" said the station-master.
+
+"When did it break out?"
+
+"I hear that it was during the night, sir, but it has got worse,
+and the whole place is in a blaze."
+
+"Whose house is it?"
+
+"Dr. Becher's."
+
+"Tell me," broke in the engineer, "is Dr. Becher a German, very
+thin, with a long, sharp nose?"
+
+The station-master laughed heartily. "No, sir, Dr. Becher is an
+Englishman, and there isn't a man in the parish who has a
+better-lined waistcoat. But he has a gentleman staying with him,
+a patient, as I understand, who is a foreigner, and he looks as
+if a little good Berkshire beef would do him no harm."
+
+The station-master had not finished his speech before we were all
+hastening in the direction of the fire. The road topped a low
+hill, and there was a great widespread whitewashed building in
+front of us, spouting fire at every chink and window, while in
+the garden in front three fire-engines were vainly striving to
+keep the flames under.
+
+"That's it!" cried Hatherley, in intense excitement. "There is
+the gravel-drive, and there are the rose-bushes where I lay. That
+second window is the one that I jumped from."
+
+"Well, at least," said Holmes, "you have had your revenge upon
+them. There can be no question that it was your oil-lamp which,
+when it was crushed in the press, set fire to the wooden walls,
+though no doubt they were too excited in the chase after you to
+observe it at the time. Now keep your eyes open in this crowd for
+your friends of last night, though I very much fear that they are
+a good hundred miles off by now."
+
+And Holmes' fears came to be realised, for from that day to this
+no word has ever been heard either of the beautiful woman, the
+sinister German, or the morose Englishman. Early that morning a
+peasant had met a cart containing several people and some very
+bulky boxes driving rapidly in the direction of Reading, but
+there all traces of the fugitives disappeared, and even Holmes'
+ingenuity failed ever to discover the least clue as to their
+whereabouts.
+
+The firemen had been much perturbed at the strange arrangements
+which they had found within, and still more so by discovering a
+newly severed human thumb upon a window-sill of the second floor.
+About sunset, however, their efforts were at last successful, and
+they subdued the flames, but not before the roof had fallen in,
+and the whole place been reduced to such absolute ruin that, save
+some twisted cylinders and iron piping, not a trace remained of
+the machinery which had cost our unfortunate acquaintance so
+dearly. Large masses of nickel and of tin were discovered stored
+in an out-house, but no coins were to be found, which may have
+explained the presence of those bulky boxes which have been
+already referred to.
+
+How our hydraulic engineer had been conveyed from the garden to
+the spot where he recovered his senses might have remained
+forever a mystery were it not for the soft mould, which told us a
+very plain tale. He had evidently been carried down by two
+persons, one of whom had remarkably small feet and the other
+unusually large ones. On the whole, it was most probable that the
+silent Englishman, being less bold or less murderous than his
+companion, had assisted the woman to bear the unconscious man out
+of the way of danger.
+
+"Well," said our engineer ruefully as we took our seats to return
+once more to London, "it has been a pretty business for me! I
+have lost my thumb and I have lost a fifty-guinea fee, and what
+have I gained?"
+
+"Experience," said Holmes, laughing. "Indirectly it may be of
+value, you know; you have only to put it into words to gain the
+reputation of being excellent company for the remainder of your
+existence."
+
+
+
+X. THE ADVENTURE OF THE NOBLE BACHELOR
+
+The Lord St. Simon marriage, and its curious termination, have
+long ceased to be a subject of interest in those exalted circles
+in which the unfortunate bridegroom moves. Fresh scandals have
+eclipsed it, and their more piquant details have drawn the
+gossips away from this four-year-old drama. As I have reason to
+believe, however, that the full facts have never been revealed to
+the general public, and as my friend Sherlock Holmes had a
+considerable share in clearing the matter up, I feel that no
+memoir of him would be complete without some little sketch of
+this remarkable episode.
+
+It was a few weeks before my own marriage, during the days when I
+was still sharing rooms with Holmes in Baker Street, that he came
+home from an afternoon stroll to find a letter on the table
+waiting for him. I had remained indoors all day, for the weather
+had taken a sudden turn to rain, with high autumnal winds, and
+the Jezail bullet which I had brought back in one of my limbs as
+a relic of my Afghan campaign throbbed with dull persistence.
+With my body in one easy-chair and my legs upon another, I had
+surrounded myself with a cloud of newspapers until at last,
+saturated with the news of the day, I tossed them all aside and
+lay listless, watching the huge crest and monogram upon the
+envelope upon the table and wondering lazily who my friend's
+noble correspondent could be.
+
+"Here is a very fashionable epistle," I remarked as he entered.
+"Your morning letters, if I remember right, were from a
+fish-monger and a tide-waiter."
+
+"Yes, my correspondence has certainly the charm of variety," he
+answered, smiling, "and the humbler are usually the more
+interesting. This looks like one of those unwelcome social
+summonses which call upon a man either to be bored or to lie."
+
+He broke the seal and glanced over the contents.
+
+"Oh, come, it may prove to be something of interest, after all."
+
+"Not social, then?"
+
+"No, distinctly professional."
+
+"And from a noble client?"
+
+"One of the highest in England."
+
+"My dear fellow, I congratulate you."
+
+"I assure you, Watson, without affectation, that the status of my
+client is a matter of less moment to me than the interest of his
+case. It is just possible, however, that that also may not be
+wanting in this new investigation. You have been reading the
+papers diligently of late, have you not?"
+
+"It looks like it," said I ruefully, pointing to a huge bundle in
+the corner. "I have had nothing else to do."
+
+"It is fortunate, for you will perhaps be able to post me up. I
+read nothing except the criminal news and the agony column. The
+latter is always instructive. But if you have followed recent
+events so closely you must have read about Lord St. Simon and his
+wedding?"
+
+"Oh, yes, with the deepest interest."
+
+"That is well. The letter which I hold in my hand is from Lord
+St. Simon. I will read it to you, and in return you must turn
+over these papers and let me have whatever bears upon the matter.
+This is what he says:
+
+"'MY DEAR MR. SHERLOCK HOLMES:--Lord Backwater tells me that I
+may place implicit reliance upon your judgment and discretion. I
+have determined, therefore, to call upon you and to consult you
+in reference to the very painful event which has occurred in
+connection with my wedding. Mr. Lestrade, of Scotland Yard, is
+acting already in the matter, but he assures me that he sees no
+objection to your co-operation, and that he even thinks that
+it might be of some assistance. I will call at four o'clock in
+the afternoon, and, should you have any other engagement at that
+time, I hope that you will postpone it, as this matter is of
+paramount importance. Yours faithfully, ST. SIMON.'
+
+"It is dated from Grosvenor Mansions, written with a quill pen,
+and the noble lord has had the misfortune to get a smear of ink
+upon the outer side of his right little finger," remarked Holmes
+as he folded up the epistle.
+
+"He says four o'clock. It is three now. He will be here in an
+hour."
+
+"Then I have just time, with your assistance, to get clear upon
+the subject. Turn over those papers and arrange the extracts in
+their order of time, while I take a glance as to who our client
+is." He picked a red-covered volume from a line of books of
+reference beside the mantelpiece. "Here he is," said he, sitting
+down and flattening it out upon his knee. "'Lord Robert Walsingham
+de Vere St. Simon, second son of the Duke of Balmoral.' Hum! 'Arms:
+Azure, three caltrops in chief over a fess sable. Born in 1846.'
+He's forty-one years of age, which is mature for marriage. Was
+Under-Secretary for the colonies in a late administration. The
+Duke, his father, was at one time Secretary for Foreign Affairs.
+They inherit Plantagenet blood by direct descent, and Tudor on
+the distaff side. Ha! Well, there is nothing very instructive in
+all this. I think that I must turn to you Watson, for something
+more solid."
+
+"I have very little difficulty in finding what I want," said I,
+"for the facts are quite recent, and the matter struck me as
+remarkable. I feared to refer them to you, however, as I knew
+that you had an inquiry on hand and that you disliked the
+intrusion of other matters."
+
+"Oh, you mean the little problem of the Grosvenor Square
+furniture van. That is quite cleared up now--though, indeed, it
+was obvious from the first. Pray give me the results of your
+newspaper selections."
+
+"Here is the first notice which I can find. It is in the personal
+column of the Morning Post, and dates, as you see, some weeks
+back: 'A marriage has been arranged,' it says, 'and will, if
+rumour is correct, very shortly take place, between Lord Robert
+St. Simon, second son of the Duke of Balmoral, and Miss Hatty
+Doran, the only daughter of Aloysius Doran. Esq., of San
+Francisco, Cal., U.S.A.' That is all."
+
+"Terse and to the point," remarked Holmes, stretching his long,
+thin legs towards the fire.
+
+"There was a paragraph amplifying this in one of the society
+papers of the same week. Ah, here it is: 'There will soon be a
+call for protection in the marriage market, for the present
+free-trade principle appears to tell heavily against our home
+product. One by one the management of the noble houses of Great
+Britain is passing into the hands of our fair cousins from across
+the Atlantic. An important addition has been made during the last
+week to the list of the prizes which have been borne away by
+these charming invaders. Lord St. Simon, who has shown himself
+for over twenty years proof against the little god's arrows, has
+now definitely announced his approaching marriage with Miss Hatty
+Doran, the fascinating daughter of a California millionaire. Miss
+Doran, whose graceful figure and striking face attracted much
+attention at the Westbury House festivities, is an only child,
+and it is currently reported that her dowry will run to
+considerably over the six figures, with expectancies for the
+future. As it is an open secret that the Duke of Balmoral has
+been compelled to sell his pictures within the last few years,
+and as Lord St. Simon has no property of his own save the small
+estate of Birchmoor, it is obvious that the Californian heiress
+is not the only gainer by an alliance which will enable her to
+make the easy and common transition from a Republican lady to a
+British peeress.'"
+
+"Anything else?" asked Holmes, yawning.
+
+"Oh, yes; plenty. Then there is another note in the Morning Post
+to say that the marriage would be an absolutely quiet one, that it
+would be at St. George's, Hanover Square, that only half a dozen
+intimate friends would be invited, and that the party would
+return to the furnished house at Lancaster Gate which has been
+taken by Mr. Aloysius Doran. Two days later--that is, on
+Wednesday last--there is a curt announcement that the wedding had
+taken place, and that the honeymoon would be passed at Lord
+Backwater's place, near Petersfield. Those are all the notices
+which appeared before the disappearance of the bride."
+
+"Before the what?" asked Holmes with a start.
+
+"The vanishing of the lady."
+
+"When did she vanish, then?"
+
+"At the wedding breakfast."
+
+"Indeed. This is more interesting than it promised to be; quite
+dramatic, in fact."
+
+"Yes; it struck me as being a little out of the common."
+
+"They often vanish before the ceremony, and occasionally during
+the honeymoon; but I cannot call to mind anything quite so prompt
+as this. Pray let me have the details."
+
+"I warn you that they are very incomplete."
+
+"Perhaps we may make them less so."
+
+"Such as they are, they are set forth in a single article of a
+morning paper of yesterday, which I will read to you. It is
+headed, 'Singular Occurrence at a Fashionable Wedding':
+
+"'The family of Lord Robert St. Simon has been thrown into the
+greatest consternation by the strange and painful episodes which
+have taken place in connection with his wedding. The ceremony, as
+shortly announced in the papers of yesterday, occurred on the
+previous morning; but it is only now that it has been possible to
+confirm the strange rumours which have been so persistently
+floating about. In spite of the attempts of the friends to hush
+the matter up, so much public attention has now been drawn to it
+that no good purpose can be served by affecting to disregard what
+is a common subject for conversation.
+
+"'The ceremony, which was performed at St. George's, Hanover
+Square, was a very quiet one, no one being present save the
+father of the bride, Mr. Aloysius Doran, the Duchess of Balmoral,
+Lord Backwater, Lord Eustace and Lady Clara St. Simon (the
+younger brother and sister of the bridegroom), and Lady Alicia
+Whittington. The whole party proceeded afterwards to the house of
+Mr. Aloysius Doran, at Lancaster Gate, where breakfast had been
+prepared. It appears that some little trouble was caused by a
+woman, whose name has not been ascertained, who endeavoured to
+force her way into the house after the bridal party, alleging
+that she had some claim upon Lord St. Simon. It was only after a
+painful and prolonged scene that she was ejected by the butler
+and the footman. The bride, who had fortunately entered the house
+before this unpleasant interruption, had sat down to breakfast
+with the rest, when she complained of a sudden indisposition and
+retired to her room. Her prolonged absence having caused some
+comment, her father followed her, but learned from her maid that
+she had only come up to her chamber for an instant, caught up an
+ulster and bonnet, and hurried down to the passage. One of the
+footmen declared that he had seen a lady leave the house thus
+apparelled, but had refused to credit that it was his mistress,
+believing her to be with the company. On ascertaining that his
+daughter had disappeared, Mr. Aloysius Doran, in conjunction with
+the bridegroom, instantly put themselves in communication with
+the police, and very energetic inquiries are being made, which
+will probably result in a speedy clearing up of this very
+singular business. Up to a late hour last night, however, nothing
+had transpired as to the whereabouts of the missing lady. There
+are rumours of foul play in the matter, and it is said that the
+police have caused the arrest of the woman who had caused the
+original disturbance, in the belief that, from jealousy or some
+other motive, she may have been concerned in the strange
+disappearance of the bride.'"
+
+"And is that all?"
+
+"Only one little item in another of the morning papers, but it is
+a suggestive one."
+
+"And it is--"
+
+"That Miss Flora Millar, the lady who had caused the disturbance,
+has actually been arrested. It appears that she was formerly a
+danseuse at the Allegro, and that she has known the bridegroom
+for some years. There are no further particulars, and the whole
+case is in your hands now--so far as it has been set forth in the
+public press."
+
+"And an exceedingly interesting case it appears to be. I would
+not have missed it for worlds. But there is a ring at the bell,
+Watson, and as the clock makes it a few minutes after four, I
+have no doubt that this will prove to be our noble client. Do not
+dream of going, Watson, for I very much prefer having a witness,
+if only as a check to my own memory."
+
+"Lord Robert St. Simon," announced our page-boy, throwing open
+the door. A gentleman entered, with a pleasant, cultured face,
+high-nosed and pale, with something perhaps of petulance about
+the mouth, and with the steady, well-opened eye of a man whose
+pleasant lot it had ever been to command and to be obeyed. His
+manner was brisk, and yet his general appearance gave an undue
+impression of age, for he had a slight forward stoop and a little
+bend of the knees as he walked. His hair, too, as he swept off
+his very curly-brimmed hat, was grizzled round the edges and thin
+upon the top. As to his dress, it was careful to the verge of
+foppishness, with high collar, black frock-coat, white waistcoat,
+yellow gloves, patent-leather shoes, and light-coloured gaiters.
+He advanced slowly into the room, turning his head from left to
+right, and swinging in his right hand the cord which held his
+golden eyeglasses.
+
+"Good-day, Lord St. Simon," said Holmes, rising and bowing. "Pray
+take the basket-chair. This is my friend and colleague, Dr.
+Watson. Draw up a little to the fire, and we will talk this
+matter over."
+
+"A most painful matter to me, as you can most readily imagine,
+Mr. Holmes. I have been cut to the quick. I understand that you
+have already managed several delicate cases of this sort, sir,
+though I presume that they were hardly from the same class of
+society."
+
+"No, I am descending."
+
+"I beg pardon."
+
+"My last client of the sort was a king."
+
+"Oh, really! I had no idea. And which king?"
+
+"The King of Scandinavia."
+
+"What! Had he lost his wife?"
+
+"You can understand," said Holmes suavely, "that I extend to the
+affairs of my other clients the same secrecy which I promise to
+you in yours."
+
+"Of course! Very right! very right! I'm sure I beg pardon. As to
+my own case, I am ready to give you any information which may
+assist you in forming an opinion."
+
+"Thank you. I have already learned all that is in the public
+prints, nothing more. I presume that I may take it as correct--this
+article, for example, as to the disappearance of the bride."
+
+Lord St. Simon glanced over it. "Yes, it is correct, as far as it
+goes."
+
+"But it needs a great deal of supplementing before anyone could
+offer an opinion. I think that I may arrive at my facts most
+directly by questioning you."
+
+"Pray do so."
+
+"When did you first meet Miss Hatty Doran?"
+
+"In San Francisco, a year ago."
+
+"You were travelling in the States?"
+
+"Yes."
+
+"Did you become engaged then?"
+
+"No."
+
+"But you were on a friendly footing?"
+
+"I was amused by her society, and she could see that I was
+amused."
+
+"Her father is very rich?"
+
+"He is said to be the richest man on the Pacific slope."
+
+"And how did he make his money?"
+
+"In mining. He had nothing a few years ago. Then he struck gold,
+invested it, and came up by leaps and bounds."
+
+"Now, what is your own impression as to the young lady's--your
+wife's character?"
+
+The nobleman swung his glasses a little faster and stared down
+into the fire. "You see, Mr. Holmes," said he, "my wife was
+twenty before her father became a rich man. During that time she
+ran free in a mining camp and wandered through woods or
+mountains, so that her education has come from Nature rather than
+from the schoolmaster. She is what we call in England a tomboy,
+with a strong nature, wild and free, unfettered by any sort of
+traditions. She is impetuous--volcanic, I was about to say. She
+is swift in making up her mind and fearless in carrying out her
+resolutions. On the other hand, I would not have given her the
+name which I have the honour to bear"--he gave a little stately
+cough--"had not I thought her to be at bottom a noble woman. I
+believe that she is capable of heroic self-sacrifice and that
+anything dishonourable would be repugnant to her."
+
+"Have you her photograph?"
+
+"I brought this with me." He opened a locket and showed us the
+full face of a very lovely woman. It was not a photograph but an
+ivory miniature, and the artist had brought out the full effect
+of the lustrous black hair, the large dark eyes, and the
+exquisite mouth. Holmes gazed long and earnestly at it. Then he
+closed the locket and handed it back to Lord St. Simon.
+
+"The young lady came to London, then, and you renewed your
+acquaintance?"
+
+"Yes, her father brought her over for this last London season. I
+met her several times, became engaged to her, and have now
+married her."
+
+"She brought, I understand, a considerable dowry?"
+
+"A fair dowry. Not more than is usual in my family."
+
+"And this, of course, remains to you, since the marriage is a
+fait accompli?"
+
+"I really have made no inquiries on the subject."
+
+"Very naturally not. Did you see Miss Doran on the day before the
+wedding?"
+
+"Yes."
+
+"Was she in good spirits?"
+
+"Never better. She kept talking of what we should do in our
+future lives."
+
+"Indeed! That is very interesting. And on the morning of the
+wedding?"
+
+"She was as bright as possible--at least until after the
+ceremony."
+
+"And did you observe any change in her then?"
+
+"Well, to tell the truth, I saw then the first signs that I had
+ever seen that her temper was just a little sharp. The incident
+however, was too trivial to relate and can have no possible
+bearing upon the case."
+
+"Pray let us have it, for all that."
+
+"Oh, it is childish. She dropped her bouquet as we went towards
+the vestry. She was passing the front pew at the time, and it
+fell over into the pew. There was a moment's delay, but the
+gentleman in the pew handed it up to her again, and it did not
+appear to be the worse for the fall. Yet when I spoke to her of
+the matter, she answered me abruptly; and in the carriage, on our
+way home, she seemed absurdly agitated over this trifling cause."
+
+"Indeed! You say that there was a gentleman in the pew. Some of
+the general public were present, then?"
+
+"Oh, yes. It is impossible to exclude them when the church is
+open."
+
+"This gentleman was not one of your wife's friends?"
+
+"No, no; I call him a gentleman by courtesy, but he was quite a
+common-looking person. I hardly noticed his appearance. But
+really I think that we are wandering rather far from the point."
+
+"Lady St. Simon, then, returned from the wedding in a less
+cheerful frame of mind than she had gone to it. What did she do
+on re-entering her father's house?"
+
+"I saw her in conversation with her maid."
+
+"And who is her maid?"
+
+"Alice is her name. She is an American and came from California
+with her."
+
+"A confidential servant?"
+
+"A little too much so. It seemed to me that her mistress allowed
+her to take great liberties. Still, of course, in America they
+look upon these things in a different way."
+
+"How long did she speak to this Alice?"
+
+"Oh, a few minutes. I had something else to think of."
+
+"You did not overhear what they said?"
+
+"Lady St. Simon said something about 'jumping a claim.' She was
+accustomed to use slang of the kind. I have no idea what she
+meant."
+
+"American slang is very expressive sometimes. And what did your
+wife do when she finished speaking to her maid?"
+
+"She walked into the breakfast-room."
+
+"On your arm?"
+
+"No, alone. She was very independent in little matters like that.
+Then, after we had sat down for ten minutes or so, she rose
+hurriedly, muttered some words of apology, and left the room. She
+never came back."
+
+"But this maid, Alice, as I understand, deposes that she went to
+her room, covered her bride's dress with a long ulster, put on a
+bonnet, and went out."
+
+"Quite so. And she was afterwards seen walking into Hyde Park in
+company with Flora Millar, a woman who is now in custody, and who
+had already made a disturbance at Mr. Doran's house that
+morning."
+
+"Ah, yes. I should like a few particulars as to this young lady,
+and your relations to her."
+
+Lord St. Simon shrugged his shoulders and raised his eyebrows.
+"We have been on a friendly footing for some years--I may say on
+a very friendly footing. She used to be at the Allegro. I have
+not treated her ungenerously, and she had no just cause of
+complaint against me, but you know what women are, Mr. Holmes.
+Flora was a dear little thing, but exceedingly hot-headed and
+devotedly attached to me. She wrote me dreadful letters when she
+heard that I was about to be married, and, to tell the truth, the
+reason why I had the marriage celebrated so quietly was that I
+feared lest there might be a scandal in the church. She came to
+Mr. Doran's door just after we returned, and she endeavoured to
+push her way in, uttering very abusive expressions towards my
+wife, and even threatening her, but I had foreseen the
+possibility of something of the sort, and I had two police
+fellows there in private clothes, who soon pushed her out again.
+She was quiet when she saw that there was no good in making a
+row."
+
+"Did your wife hear all this?"
+
+"No, thank goodness, she did not."
+
+"And she was seen walking with this very woman afterwards?"
+
+"Yes. That is what Mr. Lestrade, of Scotland Yard, looks upon as
+so serious. It is thought that Flora decoyed my wife out and laid
+some terrible trap for her."
+
+"Well, it is a possible supposition."
+
+"You think so, too?"
+
+"I did not say a probable one. But you do not yourself look upon
+this as likely?"
+
+"I do not think Flora would hurt a fly."
+
+"Still, jealousy is a strange transformer of characters. Pray
+what is your own theory as to what took place?"
+
+"Well, really, I came to seek a theory, not to propound one. I
+have given you all the facts. Since you ask me, however, I may
+say that it has occurred to me as possible that the excitement of
+this affair, the consciousness that she had made so immense a
+social stride, had the effect of causing some little nervous
+disturbance in my wife."
+
+"In short, that she had become suddenly deranged?"
+
+"Well, really, when I consider that she has turned her back--I
+will not say upon me, but upon so much that many have aspired to
+without success--I can hardly explain it in any other fashion."
+
+"Well, certainly that is also a conceivable hypothesis," said
+Holmes, smiling. "And now, Lord St. Simon, I think that I have
+nearly all my data. May I ask whether you were seated at the
+breakfast-table so that you could see out of the window?"
+
+"We could see the other side of the road and the Park."
+
+"Quite so. Then I do not think that I need to detain you longer.
+I shall communicate with you."
+
+"Should you be fortunate enough to solve this problem," said our
+client, rising.
+
+"I have solved it."
+
+"Eh? What was that?"
+
+"I say that I have solved it."
+
+"Where, then, is my wife?"
+
+"That is a detail which I shall speedily supply."
+
+Lord St. Simon shook his head. "I am afraid that it will take
+wiser heads than yours or mine," he remarked, and bowing in a
+stately, old-fashioned manner he departed.
+
+"It is very good of Lord St. Simon to honour my head by putting
+it on a level with his own," said Sherlock Holmes, laughing. "I
+think that I shall have a whisky and soda and a cigar after all
+this cross-questioning. I had formed my conclusions as to the
+case before our client came into the room."
+
+"My dear Holmes!"
+
+"I have notes of several similar cases, though none, as I
+remarked before, which were quite as prompt. My whole examination
+served to turn my conjecture into a certainty. Circumstantial
+evidence is occasionally very convincing, as when you find a
+trout in the milk, to quote Thoreau's example."
+
+"But I have heard all that you have heard."
+
+"Without, however, the knowledge of pre-existing cases which
+serves me so well. There was a parallel instance in Aberdeen some
+years back, and something on very much the same lines at Munich
+the year after the Franco-Prussian War. It is one of these
+cases--but, hullo, here is Lestrade! Good-afternoon, Lestrade!
+You will find an extra tumbler upon the sideboard, and there are
+cigars in the box."
+
+The official detective was attired in a pea-jacket and cravat,
+which gave him a decidedly nautical appearance, and he carried a
+black canvas bag in his hand. With a short greeting he seated
+himself and lit the cigar which had been offered to him.
+
+"What's up, then?" asked Holmes with a twinkle in his eye. "You
+look dissatisfied."
+
+"And I feel dissatisfied. It is this infernal St. Simon marriage
+case. I can make neither head nor tail of the business."
+
+"Really! You surprise me."
+
+"Who ever heard of such a mixed affair? Every clue seems to slip
+through my fingers. I have been at work upon it all day."
+
+"And very wet it seems to have made you," said Holmes laying his
+hand upon the arm of the pea-jacket.
+
+"Yes, I have been dragging the Serpentine."
+
+"In heaven's name, what for?"
+
+"In search of the body of Lady St. Simon."
+
+Sherlock Holmes leaned back in his chair and laughed heartily.
+
+"Have you dragged the basin of Trafalgar Square fountain?" he
+asked.
+
+"Why? What do you mean?"
+
+"Because you have just as good a chance of finding this lady in
+the one as in the other."
+
+Lestrade shot an angry glance at my companion. "I suppose you
+know all about it," he snarled.
+
+"Well, I have only just heard the facts, but my mind is made up."
+
+"Oh, indeed! Then you think that the Serpentine plays no part in
+the matter?"
+
+"I think it very unlikely."
+
+"Then perhaps you will kindly explain how it is that we found
+this in it?" He opened his bag as he spoke, and tumbled onto the
+floor a wedding-dress of watered silk, a pair of white satin
+shoes and a bride's wreath and veil, all discoloured and soaked
+in water. "There," said he, putting a new wedding-ring upon the
+top of the pile. "There is a little nut for you to crack, Master
+Holmes."
+
+"Oh, indeed!" said my friend, blowing blue rings into the air.
+"You dragged them from the Serpentine?"
+
+"No. They were found floating near the margin by a park-keeper.
+They have been identified as her clothes, and it seemed to me
+that if the clothes were there the body would not be far off."
+
+"By the same brilliant reasoning, every man's body is to be found
+in the neighbourhood of his wardrobe. And pray what did you hope
+to arrive at through this?"
+
+"At some evidence implicating Flora Millar in the disappearance."
+
+"I am afraid that you will find it difficult."
+
+"Are you, indeed, now?" cried Lestrade with some bitterness. "I
+am afraid, Holmes, that you are not very practical with your
+deductions and your inferences. You have made two blunders in as
+many minutes. This dress does implicate Miss Flora Millar."
+
+"And how?"
+
+"In the dress is a pocket. In the pocket is a card-case. In the
+card-case is a note. And here is the very note." He slapped it
+down upon the table in front of him. "Listen to this: 'You will
+see me when all is ready. Come at once. F.H.M.' Now my theory all
+along has been that Lady St. Simon was decoyed away by Flora
+Millar, and that she, with confederates, no doubt, was
+responsible for her disappearance. Here, signed with her
+initials, is the very note which was no doubt quietly slipped
+into her hand at the door and which lured her within their
+reach."
+
+"Very good, Lestrade," said Holmes, laughing. "You really are
+very fine indeed. Let me see it." He took up the paper in a
+listless way, but his attention instantly became riveted, and he
+gave a little cry of satisfaction. "This is indeed important,"
+said he.
+
+"Ha! you find it so?"
+
+"Extremely so. I congratulate you warmly."
+
+Lestrade rose in his triumph and bent his head to look. "Why," he
+shrieked, "you're looking at the wrong side!"
+
+"On the contrary, this is the right side."
+
+"The right side? You're mad! Here is the note written in pencil
+over here."
+
+"And over here is what appears to be the fragment of a hotel
+bill, which interests me deeply."
+
+"There's nothing in it. I looked at it before," said Lestrade.
+"'Oct. 4th, rooms 8s., breakfast 2s. 6d., cocktail 1s., lunch 2s.
+6d., glass sherry, 8d.' I see nothing in that."
+
+"Very likely not. It is most important, all the same. As to the
+note, it is important also, or at least the initials are, so I
+congratulate you again."
+
+"I've wasted time enough," said Lestrade, rising. "I believe in
+hard work and not in sitting by the fire spinning fine theories.
+Good-day, Mr. Holmes, and we shall see which gets to the bottom
+of the matter first." He gathered up the garments, thrust them
+into the bag, and made for the door.
+
+"Just one hint to you, Lestrade," drawled Holmes before his rival
+vanished; "I will tell you the true solution of the matter. Lady
+St. Simon is a myth. There is not, and there never has been, any
+such person."
+
+Lestrade looked sadly at my companion. Then he turned to me,
+tapped his forehead three times, shook his head solemnly, and
+hurried away.
+
+He had hardly shut the door behind him when Holmes rose to put on
+his overcoat. "There is something in what the fellow says about
+outdoor work," he remarked, "so I think, Watson, that I must
+leave you to your papers for a little."
+
+It was after five o'clock when Sherlock Holmes left me, but I had
+no time to be lonely, for within an hour there arrived a
+confectioner's man with a very large flat box. This he unpacked
+with the help of a youth whom he had brought with him, and
+presently, to my very great astonishment, a quite epicurean
+little cold supper began to be laid out upon our humble
+lodging-house mahogany. There were a couple of brace of cold
+woodcock, a pheasant, a pâté de foie gras pie with a group of
+ancient and cobwebby bottles. Having laid out all these luxuries,
+my two visitors vanished away, like the genii of the Arabian
+Nights, with no explanation save that the things had been paid
+for and were ordered to this address.
+
+Just before nine o'clock Sherlock Holmes stepped briskly into the
+room. His features were gravely set, but there was a light in his
+eye which made me think that he had not been disappointed in his
+conclusions.
+
+"They have laid the supper, then," he said, rubbing his hands.
+
+"You seem to expect company. They have laid for five."
+
+"Yes, I fancy we may have some company dropping in," said he. "I
+am surprised that Lord St. Simon has not already arrived. Ha! I
+fancy that I hear his step now upon the stairs."
+
+It was indeed our visitor of the afternoon who came bustling in,
+dangling his glasses more vigorously than ever, and with a very
+perturbed expression upon his aristocratic features.
+
+"My messenger reached you, then?" asked Holmes.
+
+"Yes, and I confess that the contents startled me beyond measure.
+Have you good authority for what you say?"
+
+"The best possible."
+
+Lord St. Simon sank into a chair and passed his hand over his
+forehead.
+
+"What will the Duke say," he murmured, "when he hears that one of
+the family has been subjected to such humiliation?"
+
+"It is the purest accident. I cannot allow that there is any
+humiliation."
+
+"Ah, you look on these things from another standpoint."
+
+"I fail to see that anyone is to blame. I can hardly see how the
+lady could have acted otherwise, though her abrupt method of
+doing it was undoubtedly to be regretted. Having no mother, she
+had no one to advise her at such a crisis."
+
+"It was a slight, sir, a public slight," said Lord St. Simon,
+tapping his fingers upon the table.
+
+"You must make allowance for this poor girl, placed in so
+unprecedented a position."
+
+"I will make no allowance. I am very angry indeed, and I have
+been shamefully used."
+
+"I think that I heard a ring," said Holmes. "Yes, there are steps
+on the landing. If I cannot persuade you to take a lenient view
+of the matter, Lord St. Simon, I have brought an advocate here
+who may be more successful." He opened the door and ushered in a
+lady and gentleman. "Lord St. Simon," said he "allow me to
+introduce you to Mr. and Mrs. Francis Hay Moulton. The lady, I
+think, you have already met."
+
+At the sight of these newcomers our client had sprung from his
+seat and stood very erect, with his eyes cast down and his hand
+thrust into the breast of his frock-coat, a picture of offended
+dignity. The lady had taken a quick step forward and had held out
+her hand to him, but he still refused to raise his eyes. It was
+as well for his resolution, perhaps, for her pleading face was
+one which it was hard to resist.
+
+"You're angry, Robert," said she. "Well, I guess you have every
+cause to be."
+
+"Pray make no apology to me," said Lord St. Simon bitterly.
+
+"Oh, yes, I know that I have treated you real bad and that I
+should have spoken to you before I went; but I was kind of
+rattled, and from the time when I saw Frank here again I just
+didn't know what I was doing or saying. I only wonder I didn't
+fall down and do a faint right there before the altar."
+
+"Perhaps, Mrs. Moulton, you would like my friend and me to leave
+the room while you explain this matter?"
+
+"If I may give an opinion," remarked the strange gentleman,
+"we've had just a little too much secrecy over this business
+already. For my part, I should like all Europe and America to
+hear the rights of it." He was a small, wiry, sunburnt man,
+clean-shaven, with a sharp face and alert manner.
+
+"Then I'll tell our story right away," said the lady. "Frank here
+and I met in '84, in McQuire's camp, near the Rockies, where pa
+was working a claim. We were engaged to each other, Frank and I;
+but then one day father struck a rich pocket and made a pile,
+while poor Frank here had a claim that petered out and came to
+nothing. The richer pa grew the poorer was Frank; so at last pa
+wouldn't hear of our engagement lasting any longer, and he took
+me away to 'Frisco. Frank wouldn't throw up his hand, though; so
+he followed me there, and he saw me without pa knowing anything
+about it. It would only have made him mad to know, so we just
+fixed it all up for ourselves. Frank said that he would go and
+make his pile, too, and never come back to claim me until he had
+as much as pa. So then I promised to wait for him to the end of
+time and pledged myself not to marry anyone else while he lived.
+'Why shouldn't we be married right away, then,' said he, 'and
+then I will feel sure of you; and I won't claim to be your
+husband until I come back?' Well, we talked it over, and he had
+fixed it all up so nicely, with a clergyman all ready in waiting,
+that we just did it right there; and then Frank went off to seek
+his fortune, and I went back to pa.
+
+"The next I heard of Frank was that he was in Montana, and then
+he went prospecting in Arizona, and then I heard of him from New
+Mexico. After that came a long newspaper story about how a
+miners' camp had been attacked by Apache Indians, and there was
+my Frank's name among the killed. I fainted dead away, and I was
+very sick for months after. Pa thought I had a decline and took
+me to half the doctors in 'Frisco. Not a word of news came for a
+year and more, so that I never doubted that Frank was really
+dead. Then Lord St. Simon came to 'Frisco, and we came to London,
+and a marriage was arranged, and pa was very pleased, but I felt
+all the time that no man on this earth would ever take the place
+in my heart that had been given to my poor Frank.
+
+"Still, if I had married Lord St. Simon, of course I'd have done
+my duty by him. We can't command our love, but we can our
+actions. I went to the altar with him with the intention to make
+him just as good a wife as it was in me to be. But you may
+imagine what I felt when, just as I came to the altar rails, I
+glanced back and saw Frank standing and looking at me out of the
+first pew. I thought it was his ghost at first; but when I looked
+again there he was still, with a kind of question in his eyes, as
+if to ask me whether I were glad or sorry to see him. I wonder I
+didn't drop. I know that everything was turning round, and the
+words of the clergyman were just like the buzz of a bee in my
+ear. I didn't know what to do. Should I stop the service and make
+a scene in the church? I glanced at him again, and he seemed to
+know what I was thinking, for he raised his finger to his lips to
+tell me to be still. Then I saw him scribble on a piece of paper,
+and I knew that he was writing me a note. As I passed his pew on
+the way out I dropped my bouquet over to him, and he slipped the
+note into my hand when he returned me the flowers. It was only a
+line asking me to join him when he made the sign to me to do so.
+Of course I never doubted for a moment that my first duty was now
+to him, and I determined to do just whatever he might direct.
+
+"When I got back I told my maid, who had known him in California,
+and had always been his friend. I ordered her to say nothing, but
+to get a few things packed and my ulster ready. I know I ought to
+have spoken to Lord St. Simon, but it was dreadful hard before
+his mother and all those great people. I just made up my mind to
+run away and explain afterwards. I hadn't been at the table ten
+minutes before I saw Frank out of the window at the other side of
+the road. He beckoned to me and then began walking into the Park.
+I slipped out, put on my things, and followed him. Some woman
+came talking something or other about Lord St. Simon to
+me--seemed to me from the little I heard as if he had a little
+secret of his own before marriage also--but I managed to get away
+from her and soon overtook Frank. We got into a cab together, and
+away we drove to some lodgings he had taken in Gordon Square, and
+that was my true wedding after all those years of waiting. Frank
+had been a prisoner among the Apaches, had escaped, came on to
+'Frisco, found that I had given him up for dead and had gone to
+England, followed me there, and had come upon me at last on the
+very morning of my second wedding."
+
+"I saw it in a paper," explained the American. "It gave the name
+and the church but not where the lady lived."
+
+"Then we had a talk as to what we should do, and Frank was all
+for openness, but I was so ashamed of it all that I felt as if I
+should like to vanish away and never see any of them again--just
+sending a line to pa, perhaps, to show him that I was alive. It
+was awful to me to think of all those lords and ladies sitting
+round that breakfast-table and waiting for me to come back. So
+Frank took my wedding-clothes and things and made a bundle of
+them, so that I should not be traced, and dropped them away
+somewhere where no one could find them. It is likely that we
+should have gone on to Paris to-morrow, only that this good
+gentleman, Mr. Holmes, came round to us this evening, though how
+he found us is more than I can think, and he showed us very
+clearly and kindly that I was wrong and that Frank was right, and
+that we should be putting ourselves in the wrong if we were so
+secret. Then he offered to give us a chance of talking to Lord
+St. Simon alone, and so we came right away round to his rooms at
+once. Now, Robert, you have heard it all, and I am very sorry if
+I have given you pain, and I hope that you do not think very
+meanly of me."
+
+Lord St. Simon had by no means relaxed his rigid attitude, but
+had listened with a frowning brow and a compressed lip to this
+long narrative.
+
+"Excuse me," he said, "but it is not my custom to discuss my most
+intimate personal affairs in this public manner."
+
+"Then you won't forgive me? You won't shake hands before I go?"
+
+"Oh, certainly, if it would give you any pleasure." He put out
+his hand and coldly grasped that which she extended to him.
+
+"I had hoped," suggested Holmes, "that you would have joined us
+in a friendly supper."
+
+"I think that there you ask a little too much," responded his
+Lordship. "I may be forced to acquiesce in these recent
+developments, but I can hardly be expected to make merry over
+them. I think that with your permission I will now wish you all a
+very good-night." He included us all in a sweeping bow and
+stalked out of the room.
+
+"Then I trust that you at least will honour me with your
+company," said Sherlock Holmes. "It is always a joy to meet an
+American, Mr. Moulton, for I am one of those who believe that the
+folly of a monarch and the blundering of a minister in far-gone
+years will not prevent our children from being some day citizens
+of the same world-wide country under a flag which shall be a
+quartering of the Union Jack with the Stars and Stripes."
+
+"The case has been an interesting one," remarked Holmes when our
+visitors had left us, "because it serves to show very clearly how
+simple the explanation may be of an affair which at first sight
+seems to be almost inexplicable. Nothing could be more natural
+than the sequence of events as narrated by this lady, and nothing
+stranger than the result when viewed, for instance, by Mr.
+Lestrade of Scotland Yard."
+
+"You were not yourself at fault at all, then?"
+
+"From the first, two facts were very obvious to me, the one that
+the lady had been quite willing to undergo the wedding ceremony,
+the other that she had repented of it within a few minutes of
+returning home. Obviously something had occurred during the
+morning, then, to cause her to change her mind. What could that
+something be? She could not have spoken to anyone when she was
+out, for she had been in the company of the bridegroom. Had she
+seen someone, then? If she had, it must be someone from America
+because she had spent so short a time in this country that she
+could hardly have allowed anyone to acquire so deep an influence
+over her that the mere sight of him would induce her to change
+her plans so completely. You see we have already arrived, by a
+process of exclusion, at the idea that she might have seen an
+American. Then who could this American be, and why should he
+possess so much influence over her? It might be a lover; it might
+be a husband. Her young womanhood had, I knew, been spent in
+rough scenes and under strange conditions. So far I had got
+before I ever heard Lord St. Simon's narrative. When he told us
+of a man in a pew, of the change in the bride's manner, of so
+transparent a device for obtaining a note as the dropping of a
+bouquet, of her resort to her confidential maid, and of her very
+significant allusion to claim-jumping--which in miners' parlance
+means taking possession of that which another person has a prior
+claim to--the whole situation became absolutely clear. She had
+gone off with a man, and the man was either a lover or was a
+previous husband--the chances being in favour of the latter."
+
+"And how in the world did you find them?"
+
+"It might have been difficult, but friend Lestrade held
+information in his hands the value of which he did not himself
+know. The initials were, of course, of the highest importance,
+but more valuable still was it to know that within a week he had
+settled his bill at one of the most select London hotels."
+
+"How did you deduce the select?"
+
+"By the select prices. Eight shillings for a bed and eightpence
+for a glass of sherry pointed to one of the most expensive
+hotels. There are not many in London which charge at that rate.
+In the second one which I visited in Northumberland Avenue, I
+learned by an inspection of the book that Francis H. Moulton, an
+American gentleman, had left only the day before, and on looking
+over the entries against him, I came upon the very items which I
+had seen in the duplicate bill. His letters were to be forwarded
+to 226 Gordon Square; so thither I travelled, and being fortunate
+enough to find the loving couple at home, I ventured to give them
+some paternal advice and to point out to them that it would be
+better in every way that they should make their position a little
+clearer both to the general public and to Lord St. Simon in
+particular. I invited them to meet him here, and, as you see, I
+made him keep the appointment."
+
+"But with no very good result," I remarked. "His conduct was
+certainly not very gracious."
+
+"Ah, Watson," said Holmes, smiling, "perhaps you would not be
+very gracious either, if, after all the trouble of wooing and
+wedding, you found yourself deprived in an instant of wife and of
+fortune. I think that we may judge Lord St. Simon very mercifully
+and thank our stars that we are never likely to find ourselves in
+the same position. Draw your chair up and hand me my violin, for
+the only problem we have still to solve is how to while away
+these bleak autumnal evenings."
+
+
+
+XI. THE ADVENTURE OF THE BERYL CORONET
+
+"Holmes," said I as I stood one morning in our bow-window looking
+down the street, "here is a madman coming along. It seems rather
+sad that his relatives should allow him to come out alone."
+
+My friend rose lazily from his armchair and stood with his hands
+in the pockets of his dressing-gown, looking over my shoulder. It
+was a bright, crisp February morning, and the snow of the day
+before still lay deep upon the ground, shimmering brightly in the
+wintry sun. Down the centre of Baker Street it had been ploughed
+into a brown crumbly band by the traffic, but at either side and
+on the heaped-up edges of the foot-paths it still lay as white as
+when it fell. The grey pavement had been cleaned and scraped, but
+was still dangerously slippery, so that there were fewer
+passengers than usual. Indeed, from the direction of the
+Metropolitan Station no one was coming save the single gentleman
+whose eccentric conduct had drawn my attention.
+
+He was a man of about fifty, tall, portly, and imposing, with a
+massive, strongly marked face and a commanding figure. He was
+dressed in a sombre yet rich style, in black frock-coat, shining
+hat, neat brown gaiters, and well-cut pearl-grey trousers. Yet
+his actions were in absurd contrast to the dignity of his dress
+and features, for he was running hard, with occasional little
+springs, such as a weary man gives who is little accustomed to
+set any tax upon his legs. As he ran he jerked his hands up and
+down, waggled his head, and writhed his face into the most
+extraordinary contortions.
+
+"What on earth can be the matter with him?" I asked. "He is
+looking up at the numbers of the houses."
+
+"I believe that he is coming here," said Holmes, rubbing his
+hands.
+
+"Here?"
+
+"Yes; I rather think he is coming to consult me professionally. I
+think that I recognise the symptoms. Ha! did I not tell you?" As
+he spoke, the man, puffing and blowing, rushed at our door and
+pulled at our bell until the whole house resounded with the
+clanging.
+
+A few moments later he was in our room, still puffing, still
+gesticulating, but with so fixed a look of grief and despair in
+his eyes that our smiles were turned in an instant to horror and
+pity. For a while he could not get his words out, but swayed his
+body and plucked at his hair like one who has been driven to the
+extreme limits of his reason. Then, suddenly springing to his
+feet, he beat his head against the wall with such force that we
+both rushed upon him and tore him away to the centre of the room.
+Sherlock Holmes pushed him down into the easy-chair and, sitting
+beside him, patted his hand and chatted with him in the easy,
+soothing tones which he knew so well how to employ.
+
+"You have come to me to tell your story, have you not?" said he.
+"You are fatigued with your haste. Pray wait until you have
+recovered yourself, and then I shall be most happy to look into
+any little problem which you may submit to me."
+
+The man sat for a minute or more with a heaving chest, fighting
+against his emotion. Then he passed his handkerchief over his
+brow, set his lips tight, and turned his face towards us.
+
+"No doubt you think me mad?" said he.
+
+"I see that you have had some great trouble," responded Holmes.
+
+"God knows I have!--a trouble which is enough to unseat my
+reason, so sudden and so terrible is it. Public disgrace I might
+have faced, although I am a man whose character has never yet
+borne a stain. Private affliction also is the lot of every man;
+but the two coming together, and in so frightful a form, have
+been enough to shake my very soul. Besides, it is not I alone.
+The very noblest in the land may suffer unless some way be found
+out of this horrible affair."
+
+"Pray compose yourself, sir," said Holmes, "and let me have a
+clear account of who you are and what it is that has befallen
+you."
+
+"My name," answered our visitor, "is probably familiar to your
+ears. I am Alexander Holder, of the banking firm of Holder &
+Stevenson, of Threadneedle Street."
+
+The name was indeed well known to us as belonging to the senior
+partner in the second largest private banking concern in the City
+of London. What could have happened, then, to bring one of the
+foremost citizens of London to this most pitiable pass? We
+waited, all curiosity, until with another effort he braced
+himself to tell his story.
+
+"I feel that time is of value," said he; "that is why I hastened
+here when the police inspector suggested that I should secure
+your co-operation. I came to Baker Street by the Underground and
+hurried from there on foot, for the cabs go slowly through this
+snow. That is why I was so out of breath, for I am a man who
+takes very little exercise. I feel better now, and I will put the
+facts before you as shortly and yet as clearly as I can.
+
+"It is, of course, well known to you that in a successful banking
+business as much depends upon our being able to find remunerative
+investments for our funds as upon our increasing our connection
+and the number of our depositors. One of our most lucrative means
+of laying out money is in the shape of loans, where the security
+is unimpeachable. We have done a good deal in this direction
+during the last few years, and there are many noble families to
+whom we have advanced large sums upon the security of their
+pictures, libraries, or plate.
+
+"Yesterday morning I was seated in my office at the bank when a
+card was brought in to me by one of the clerks. I started when I
+saw the name, for it was that of none other than--well, perhaps
+even to you I had better say no more than that it was a name
+which is a household word all over the earth--one of the highest,
+noblest, most exalted names in England. I was overwhelmed by the
+honour and attempted, when he entered, to say so, but he plunged
+at once into business with the air of a man who wishes to hurry
+quickly through a disagreeable task.
+
+"'Mr. Holder,' said he, 'I have been informed that you are in the
+habit of advancing money.'
+
+"'The firm does so when the security is good.' I answered.
+
+"'It is absolutely essential to me,' said he, 'that I should have
+50,000 pounds at once. I could, of course, borrow so trifling a
+sum ten times over from my friends, but I much prefer to make it
+a matter of business and to carry out that business myself. In my
+position you can readily understand that it is unwise to place
+one's self under obligations.'
+
+"'For how long, may I ask, do you want this sum?' I asked.
+
+"'Next Monday I have a large sum due to me, and I shall then most
+certainly repay what you advance, with whatever interest you
+think it right to charge. But it is very essential to me that the
+money should be paid at once.'
+
+"'I should be happy to advance it without further parley from my
+own private purse,' said I, 'were it not that the strain would be
+rather more than it could bear. If, on the other hand, I am to do
+it in the name of the firm, then in justice to my partner I must
+insist that, even in your case, every businesslike precaution
+should be taken.'
+
+"'I should much prefer to have it so,' said he, raising up a
+square, black morocco case which he had laid beside his chair.
+'You have doubtless heard of the Beryl Coronet?'
+
+"'One of the most precious public possessions of the empire,'
+said I.
+
+"'Precisely.' He opened the case, and there, imbedded in soft,
+flesh-coloured velvet, lay the magnificent piece of jewellery
+which he had named. 'There are thirty-nine enormous beryls,' said
+he, 'and the price of the gold chasing is incalculable. The
+lowest estimate would put the worth of the coronet at double the
+sum which I have asked. I am prepared to leave it with you as my
+security.'
+
+"I took the precious case into my hands and looked in some
+perplexity from it to my illustrious client.
+
+"'You doubt its value?' he asked.
+
+"'Not at all. I only doubt--'
+
+"'The propriety of my leaving it. You may set your mind at rest
+about that. I should not dream of doing so were it not absolutely
+certain that I should be able in four days to reclaim it. It is a
+pure matter of form. Is the security sufficient?'
+
+"'Ample.'
+
+"'You understand, Mr. Holder, that I am giving you a strong proof
+of the confidence which I have in you, founded upon all that I
+have heard of you. I rely upon you not only to be discreet and to
+refrain from all gossip upon the matter but, above all, to
+preserve this coronet with every possible precaution because I
+need not say that a great public scandal would be caused if any
+harm were to befall it. Any injury to it would be almost as
+serious as its complete loss, for there are no beryls in the
+world to match these, and it would be impossible to replace them.
+I leave it with you, however, with every confidence, and I shall
+call for it in person on Monday morning.'
+
+"Seeing that my client was anxious to leave, I said no more but,
+calling for my cashier, I ordered him to pay over fifty 1000
+pound notes. When I was alone once more, however, with the
+precious case lying upon the table in front of me, I could not
+but think with some misgivings of the immense responsibility
+which it entailed upon me. There could be no doubt that, as it
+was a national possession, a horrible scandal would ensue if any
+misfortune should occur to it. I already regretted having ever
+consented to take charge of it. However, it was too late to alter
+the matter now, so I locked it up in my private safe and turned
+once more to my work.
+
+"When evening came I felt that it would be an imprudence to leave
+so precious a thing in the office behind me. Bankers' safes had
+been forced before now, and why should not mine be? If so, how
+terrible would be the position in which I should find myself! I
+determined, therefore, that for the next few days I would always
+carry the case backward and forward with me, so that it might
+never be really out of my reach. With this intention, I called a
+cab and drove out to my house at Streatham, carrying the jewel
+with me. I did not breathe freely until I had taken it upstairs
+and locked it in the bureau of my dressing-room.
+
+"And now a word as to my household, Mr. Holmes, for I wish you to
+thoroughly understand the situation. My groom and my page sleep
+out of the house, and may be set aside altogether. I have three
+maid-servants who have been with me a number of years and whose
+absolute reliability is quite above suspicion. Another, Lucy
+Parr, the second waiting-maid, has only been in my service a few
+months. She came with an excellent character, however, and has
+always given me satisfaction. She is a very pretty girl and has
+attracted admirers who have occasionally hung about the place.
+That is the only drawback which we have found to her, but we
+believe her to be a thoroughly good girl in every way.
+
+"So much for the servants. My family itself is so small that it
+will not take me long to describe it. I am a widower and have an
+only son, Arthur. He has been a disappointment to me, Mr.
+Holmes--a grievous disappointment. I have no doubt that I am
+myself to blame. People tell me that I have spoiled him. Very
+likely I have. When my dear wife died I felt that he was all I
+had to love. I could not bear to see the smile fade even for a
+moment from his face. I have never denied him a wish. Perhaps it
+would have been better for both of us had I been sterner, but I
+meant it for the best.
+
+"It was naturally my intention that he should succeed me in my
+business, but he was not of a business turn. He was wild,
+wayward, and, to speak the truth, I could not trust him in the
+handling of large sums of money. When he was young he became a
+member of an aristocratic club, and there, having charming
+manners, he was soon the intimate of a number of men with long
+purses and expensive habits. He learned to play heavily at cards
+and to squander money on the turf, until he had again and again
+to come to me and implore me to give him an advance upon his
+allowance, that he might settle his debts of honour. He tried
+more than once to break away from the dangerous company which he
+was keeping, but each time the influence of his friend, Sir
+George Burnwell, was enough to draw him back again.
+
+"And, indeed, I could not wonder that such a man as Sir George
+Burnwell should gain an influence over him, for he has frequently
+brought him to my house, and I have found myself that I could
+hardly resist the fascination of his manner. He is older than
+Arthur, a man of the world to his finger-tips, one who had been
+everywhere, seen everything, a brilliant talker, and a man of
+great personal beauty. Yet when I think of him in cold blood, far
+away from the glamour of his presence, I am convinced from his
+cynical speech and the look which I have caught in his eyes that
+he is one who should be deeply distrusted. So I think, and so,
+too, thinks my little Mary, who has a woman's quick insight into
+character.
+
+"And now there is only she to be described. She is my niece; but
+when my brother died five years ago and left her alone in the
+world I adopted her, and have looked upon her ever since as my
+daughter. She is a sunbeam in my house--sweet, loving, beautiful,
+a wonderful manager and housekeeper, yet as tender and quiet and
+gentle as a woman could be. She is my right hand. I do not know
+what I could do without her. In only one matter has she ever gone
+against my wishes. Twice my boy has asked her to marry him, for
+he loves her devotedly, but each time she has refused him. I
+think that if anyone could have drawn him into the right path it
+would have been she, and that his marriage might have changed his
+whole life; but now, alas! it is too late--forever too late!
+
+"Now, Mr. Holmes, you know the people who live under my roof, and
+I shall continue with my miserable story.
+
+"When we were taking coffee in the drawing-room that night after
+dinner, I told Arthur and Mary my experience, and of the precious
+treasure which we had under our roof, suppressing only the name
+of my client. Lucy Parr, who had brought in the coffee, had, I am
+sure, left the room; but I cannot swear that the door was closed.
+Mary and Arthur were much interested and wished to see the famous
+coronet, but I thought it better not to disturb it.
+
+"'Where have you put it?' asked Arthur.
+
+"'In my own bureau.'
+
+"'Well, I hope to goodness the house won't be burgled during the
+night.' said he.
+
+"'It is locked up,' I answered.
+
+"'Oh, any old key will fit that bureau. When I was a youngster I
+have opened it myself with the key of the box-room cupboard.'
+
+"He often had a wild way of talking, so that I thought little of
+what he said. He followed me to my room, however, that night with
+a very grave face.
+
+"'Look here, dad,' said he with his eyes cast down, 'can you let
+me have 200 pounds?'
+
+"'No, I cannot!' I answered sharply. 'I have been far too
+generous with you in money matters.'
+
+"'You have been very kind,' said he, 'but I must have this money,
+or else I can never show my face inside the club again.'
+
+"'And a very good thing, too!' I cried.
+
+"'Yes, but you would not have me leave it a dishonoured man,'
+said he. 'I could not bear the disgrace. I must raise the money
+in some way, and if you will not let me have it, then I must try
+other means.'
+
+"I was very angry, for this was the third demand during the
+month. 'You shall not have a farthing from me,' I cried, on which
+he bowed and left the room without another word.
+
+"When he was gone I unlocked my bureau, made sure that my
+treasure was safe, and locked it again. Then I started to go
+round the house to see that all was secure--a duty which I
+usually leave to Mary but which I thought it well to perform
+myself that night. As I came down the stairs I saw Mary herself
+at the side window of the hall, which she closed and fastened as
+I approached.
+
+"'Tell me, dad,' said she, looking, I thought, a little
+disturbed, 'did you give Lucy, the maid, leave to go out
+to-night?'
+
+"'Certainly not.'
+
+"'She came in just now by the back door. I have no doubt that she
+has only been to the side gate to see someone, but I think that
+it is hardly safe and should be stopped.'
+
+"'You must speak to her in the morning, or I will if you prefer
+it. Are you sure that everything is fastened?'
+
+"'Quite sure, dad.'
+
+"'Then, good-night.' I kissed her and went up to my bedroom
+again, where I was soon asleep.
+
+"I am endeavouring to tell you everything, Mr. Holmes, which may
+have any bearing upon the case, but I beg that you will question
+me upon any point which I do not make clear."
+
+"On the contrary, your statement is singularly lucid."
+
+"I come to a part of my story now in which I should wish to be
+particularly so. I am not a very heavy sleeper, and the anxiety
+in my mind tended, no doubt, to make me even less so than usual.
+About two in the morning, then, I was awakened by some sound in
+the house. It had ceased ere I was wide awake, but it had left an
+impression behind it as though a window had gently closed
+somewhere. I lay listening with all my ears. Suddenly, to my
+horror, there was a distinct sound of footsteps moving softly in
+the next room. I slipped out of bed, all palpitating with fear,
+and peeped round the corner of my dressing-room door.
+
+"'Arthur!' I screamed, 'you villain! you thief! How dare you
+touch that coronet?'
+
+"The gas was half up, as I had left it, and my unhappy boy,
+dressed only in his shirt and trousers, was standing beside the
+light, holding the coronet in his hands. He appeared to be
+wrenching at it, or bending it with all his strength. At my cry
+he dropped it from his grasp and turned as pale as death. I
+snatched it up and examined it. One of the gold corners, with
+three of the beryls in it, was missing.
+
+"'You blackguard!' I shouted, beside myself with rage. 'You have
+destroyed it! You have dishonoured me forever! Where are the
+jewels which you have stolen?'
+
+"'Stolen!' he cried.
+
+"'Yes, thief!' I roared, shaking him by the shoulder.
+
+"'There are none missing. There cannot be any missing,' said he.
+
+"'There are three missing. And you know where they are. Must I
+call you a liar as well as a thief? Did I not see you trying to
+tear off another piece?'
+
+"'You have called me names enough,' said he, 'I will not stand it
+any longer. I shall not say another word about this business,
+since you have chosen to insult me. I will leave your house in
+the morning and make my own way in the world.'
+
+"'You shall leave it in the hands of the police!' I cried
+half-mad with grief and rage. 'I shall have this matter probed to
+the bottom.'
+
+"'You shall learn nothing from me,' said he with a passion such
+as I should not have thought was in his nature. 'If you choose to
+call the police, let the police find what they can.'
+
+"By this time the whole house was astir, for I had raised my
+voice in my anger. Mary was the first to rush into my room, and,
+at the sight of the coronet and of Arthur's face, she read the
+whole story and, with a scream, fell down senseless on the
+ground. I sent the house-maid for the police and put the
+investigation into their hands at once. When the inspector and a
+constable entered the house, Arthur, who had stood sullenly with
+his arms folded, asked me whether it was my intention to charge
+him with theft. I answered that it had ceased to be a private
+matter, but had become a public one, since the ruined coronet was
+national property. I was determined that the law should have its
+way in everything.
+
+"'At least,' said he, 'you will not have me arrested at once. It
+would be to your advantage as well as mine if I might leave the
+house for five minutes.'
+
+"'That you may get away, or perhaps that you may conceal what you
+have stolen,' said I. And then, realising the dreadful position
+in which I was placed, I implored him to remember that not only
+my honour but that of one who was far greater than I was at
+stake; and that he threatened to raise a scandal which would
+convulse the nation. He might avert it all if he would but tell
+me what he had done with the three missing stones.
+
+"'You may as well face the matter,' said I; 'you have been caught
+in the act, and no confession could make your guilt more heinous.
+If you but make such reparation as is in your power, by telling
+us where the beryls are, all shall be forgiven and forgotten.'
+
+"'Keep your forgiveness for those who ask for it,' he answered,
+turning away from me with a sneer. I saw that he was too hardened
+for any words of mine to influence him. There was but one way for
+it. I called in the inspector and gave him into custody. A search
+was made at once not only of his person but of his room and of
+every portion of the house where he could possibly have concealed
+the gems; but no trace of them could be found, nor would the
+wretched boy open his mouth for all our persuasions and our
+threats. This morning he was removed to a cell, and I, after
+going through all the police formalities, have hurried round to
+you to implore you to use your skill in unravelling the matter.
+The police have openly confessed that they can at present make
+nothing of it. You may go to any expense which you think
+necessary. I have already offered a reward of 1000 pounds. My
+God, what shall I do! I have lost my honour, my gems, and my son
+in one night. Oh, what shall I do!"
+
+He put a hand on either side of his head and rocked himself to
+and fro, droning to himself like a child whose grief has got
+beyond words.
+
+Sherlock Holmes sat silent for some few minutes, with his brows
+knitted and his eyes fixed upon the fire.
+
+"Do you receive much company?" he asked.
+
+"None save my partner with his family and an occasional friend of
+Arthur's. Sir George Burnwell has been several times lately. No
+one else, I think."
+
+"Do you go out much in society?"
+
+"Arthur does. Mary and I stay at home. We neither of us care for
+it."
+
+"That is unusual in a young girl."
+
+"She is of a quiet nature. Besides, she is not so very young. She
+is four-and-twenty."
+
+"This matter, from what you say, seems to have been a shock to
+her also."
+
+"Terrible! She is even more affected than I."
+
+"You have neither of you any doubt as to your son's guilt?"
+
+"How can we have when I saw him with my own eyes with the coronet
+in his hands."
+
+"I hardly consider that a conclusive proof. Was the remainder of
+the coronet at all injured?"
+
+"Yes, it was twisted."
+
+"Do you not think, then, that he might have been trying to
+straighten it?"
+
+"God bless you! You are doing what you can for him and for me.
+But it is too heavy a task. What was he doing there at all? If
+his purpose were innocent, why did he not say so?"
+
+"Precisely. And if it were guilty, why did he not invent a lie?
+His silence appears to me to cut both ways. There are several
+singular points about the case. What did the police think of the
+noise which awoke you from your sleep?"
+
+"They considered that it might be caused by Arthur's closing his
+bedroom door."
+
+"A likely story! As if a man bent on felony would slam his door
+so as to wake a household. What did they say, then, of the
+disappearance of these gems?"
+
+"They are still sounding the planking and probing the furniture
+in the hope of finding them."
+
+"Have they thought of looking outside the house?"
+
+"Yes, they have shown extraordinary energy. The whole garden has
+already been minutely examined."
+
+"Now, my dear sir," said Holmes, "is it not obvious to you now
+that this matter really strikes very much deeper than either you
+or the police were at first inclined to think? It appeared to you
+to be a simple case; to me it seems exceedingly complex. Consider
+what is involved by your theory. You suppose that your son came
+down from his bed, went, at great risk, to your dressing-room,
+opened your bureau, took out your coronet, broke off by main
+force a small portion of it, went off to some other place,
+concealed three gems out of the thirty-nine, with such skill that
+nobody can find them, and then returned with the other thirty-six
+into the room in which he exposed himself to the greatest danger
+of being discovered. I ask you now, is such a theory tenable?"
+
+"But what other is there?" cried the banker with a gesture of
+despair. "If his motives were innocent, why does he not explain
+them?"
+
+"It is our task to find that out," replied Holmes; "so now, if
+you please, Mr. Holder, we will set off for Streatham together,
+and devote an hour to glancing a little more closely into
+details."
+
+My friend insisted upon my accompanying them in their expedition,
+which I was eager enough to do, for my curiosity and sympathy
+were deeply stirred by the story to which we had listened. I
+confess that the guilt of the banker's son appeared to me to be
+as obvious as it did to his unhappy father, but still I had such
+faith in Holmes' judgment that I felt that there must be some
+grounds for hope as long as he was dissatisfied with the accepted
+explanation. He hardly spoke a word the whole way out to the
+southern suburb, but sat with his chin upon his breast and his
+hat drawn over his eyes, sunk in the deepest thought. Our client
+appeared to have taken fresh heart at the little glimpse of hope
+which had been presented to him, and he even broke into a
+desultory chat with me over his business affairs. A short railway
+journey and a shorter walk brought us to Fairbank, the modest
+residence of the great financier.
+
+Fairbank was a good-sized square house of white stone, standing
+back a little from the road. A double carriage-sweep, with a
+snow-clad lawn, stretched down in front to two large iron gates
+which closed the entrance. On the right side was a small wooden
+thicket, which led into a narrow path between two neat hedges
+stretching from the road to the kitchen door, and forming the
+tradesmen's entrance. On the left ran a lane which led to the
+stables, and was not itself within the grounds at all, being a
+public, though little used, thoroughfare. Holmes left us standing
+at the door and walked slowly all round the house, across the
+front, down the tradesmen's path, and so round by the garden
+behind into the stable lane. So long was he that Mr. Holder and I
+went into the dining-room and waited by the fire until he should
+return. We were sitting there in silence when the door opened and
+a young lady came in. She was rather above the middle height,
+slim, with dark hair and eyes, which seemed the darker against
+the absolute pallor of her skin. I do not think that I have ever
+seen such deadly paleness in a woman's face. Her lips, too, were
+bloodless, but her eyes were flushed with crying. As she swept
+silently into the room she impressed me with a greater sense of
+grief than the banker had done in the morning, and it was the
+more striking in her as she was evidently a woman of strong
+character, with immense capacity for self-restraint. Disregarding
+my presence, she went straight to her uncle and passed her hand
+over his head with a sweet womanly caress.
+
+"You have given orders that Arthur should be liberated, have you
+not, dad?" she asked.
+
+"No, no, my girl, the matter must be probed to the bottom."
+
+"But I am so sure that he is innocent. You know what woman's
+instincts are. I know that he has done no harm and that you will
+be sorry for having acted so harshly."
+
+"Why is he silent, then, if he is innocent?"
+
+"Who knows? Perhaps because he was so angry that you should
+suspect him."
+
+"How could I help suspecting him, when I actually saw him with
+the coronet in his hand?"
+
+"Oh, but he had only picked it up to look at it. Oh, do, do take
+my word for it that he is innocent. Let the matter drop and say
+no more. It is so dreadful to think of our dear Arthur in
+prison!"
+
+"I shall never let it drop until the gems are found--never, Mary!
+Your affection for Arthur blinds you as to the awful consequences
+to me. Far from hushing the thing up, I have brought a gentleman
+down from London to inquire more deeply into it."
+
+"This gentleman?" she asked, facing round to me.
+
+"No, his friend. He wished us to leave him alone. He is round in
+the stable lane now."
+
+"The stable lane?" She raised her dark eyebrows. "What can he
+hope to find there? Ah! this, I suppose, is he. I trust, sir,
+that you will succeed in proving, what I feel sure is the truth,
+that my cousin Arthur is innocent of this crime."
+
+"I fully share your opinion, and I trust, with you, that we may
+prove it," returned Holmes, going back to the mat to knock the
+snow from his shoes. "I believe I have the honour of addressing
+Miss Mary Holder. Might I ask you a question or two?"
+
+"Pray do, sir, if it may help to clear this horrible affair up."
+
+"You heard nothing yourself last night?"
+
+"Nothing, until my uncle here began to speak loudly. I heard
+that, and I came down."
+
+"You shut up the windows and doors the night before. Did you
+fasten all the windows?"
+
+"Yes."
+
+"Were they all fastened this morning?"
+
+"Yes."
+
+"You have a maid who has a sweetheart? I think that you remarked
+to your uncle last night that she had been out to see him?"
+
+"Yes, and she was the girl who waited in the drawing-room, and
+who may have heard uncle's remarks about the coronet."
+
+"I see. You infer that she may have gone out to tell her
+sweetheart, and that the two may have planned the robbery."
+
+"But what is the good of all these vague theories," cried the
+banker impatiently, "when I have told you that I saw Arthur with
+the coronet in his hands?"
+
+"Wait a little, Mr. Holder. We must come back to that. About this
+girl, Miss Holder. You saw her return by the kitchen door, I
+presume?"
+
+"Yes; when I went to see if the door was fastened for the night I
+met her slipping in. I saw the man, too, in the gloom."
+
+"Do you know him?"
+
+"Oh, yes! he is the green-grocer who brings our vegetables round.
+His name is Francis Prosper."
+
+"He stood," said Holmes, "to the left of the door--that is to
+say, farther up the path than is necessary to reach the door?"
+
+"Yes, he did."
+
+"And he is a man with a wooden leg?"
+
+Something like fear sprang up in the young lady's expressive
+black eyes. "Why, you are like a magician," said she. "How do you
+know that?" She smiled, but there was no answering smile in
+Holmes' thin, eager face.
+
+"I should be very glad now to go upstairs," said he. "I shall
+probably wish to go over the outside of the house again. Perhaps
+I had better take a look at the lower windows before I go up."
+
+He walked swiftly round from one to the other, pausing only at
+the large one which looked from the hall onto the stable lane.
+This he opened and made a very careful examination of the sill
+with his powerful magnifying lens. "Now we shall go upstairs,"
+said he at last.
+
+The banker's dressing-room was a plainly furnished little
+chamber, with a grey carpet, a large bureau, and a long mirror.
+Holmes went to the bureau first and looked hard at the lock.
+
+"Which key was used to open it?" he asked.
+
+"That which my son himself indicated--that of the cupboard of the
+lumber-room."
+
+"Have you it here?"
+
+"That is it on the dressing-table."
+
+Sherlock Holmes took it up and opened the bureau.
+
+"It is a noiseless lock," said he. "It is no wonder that it did
+not wake you. This case, I presume, contains the coronet. We must
+have a look at it." He opened the case, and taking out the diadem
+he laid it upon the table. It was a magnificent specimen of the
+jeweller's art, and the thirty-six stones were the finest that I
+have ever seen. At one side of the coronet was a cracked edge,
+where a corner holding three gems had been torn away.
+
+"Now, Mr. Holder," said Holmes, "here is the corner which
+corresponds to that which has been so unfortunately lost. Might I
+beg that you will break it off."
+
+The banker recoiled in horror. "I should not dream of trying,"
+said he.
+
+"Then I will." Holmes suddenly bent his strength upon it, but
+without result. "I feel it give a little," said he; "but, though
+I am exceptionally strong in the fingers, it would take me all my
+time to break it. An ordinary man could not do it. Now, what do
+you think would happen if I did break it, Mr. Holder? There would
+be a noise like a pistol shot. Do you tell me that all this
+happened within a few yards of your bed and that you heard
+nothing of it?"
+
+"I do not know what to think. It is all dark to me."
+
+"But perhaps it may grow lighter as we go. What do you think,
+Miss Holder?"
+
+"I confess that I still share my uncle's perplexity."
+
+"Your son had no shoes or slippers on when you saw him?"
+
+"He had nothing on save only his trousers and shirt."
+
+"Thank you. We have certainly been favoured with extraordinary
+luck during this inquiry, and it will be entirely our own fault
+if we do not succeed in clearing the matter up. With your
+permission, Mr. Holder, I shall now continue my investigations
+outside."
+
+He went alone, at his own request, for he explained that any
+unnecessary footmarks might make his task more difficult. For an
+hour or more he was at work, returning at last with his feet
+heavy with snow and his features as inscrutable as ever.
+
+"I think that I have seen now all that there is to see, Mr.
+Holder," said he; "I can serve you best by returning to my
+rooms."
+
+"But the gems, Mr. Holmes. Where are they?"
+
+"I cannot tell."
+
+The banker wrung his hands. "I shall never see them again!" he
+cried. "And my son? You give me hopes?"
+
+"My opinion is in no way altered."
+
+"Then, for God's sake, what was this dark business which was
+acted in my house last night?"
+
+"If you can call upon me at my Baker Street rooms to-morrow
+morning between nine and ten I shall be happy to do what I can to
+make it clearer. I understand that you give me carte blanche to
+act for you, provided only that I get back the gems, and that you
+place no limit on the sum I may draw."
+
+"I would give my fortune to have them back."
+
+"Very good. I shall look into the matter between this and then.
+Good-bye; it is just possible that I may have to come over here
+again before evening."
+
+It was obvious to me that my companion's mind was now made up
+about the case, although what his conclusions were was more than
+I could even dimly imagine. Several times during our homeward
+journey I endeavoured to sound him upon the point, but he always
+glided away to some other topic, until at last I gave it over in
+despair. It was not yet three when we found ourselves in our
+rooms once more. He hurried to his chamber and was down again in
+a few minutes dressed as a common loafer. With his collar turned
+up, his shiny, seedy coat, his red cravat, and his worn boots, he
+was a perfect sample of the class.
+
+"I think that this should do," said he, glancing into the glass
+above the fireplace. "I only wish that you could come with me,
+Watson, but I fear that it won't do. I may be on the trail in
+this matter, or I may be following a will-o'-the-wisp, but I
+shall soon know which it is. I hope that I may be back in a few
+hours." He cut a slice of beef from the joint upon the sideboard,
+sandwiched it between two rounds of bread, and thrusting this
+rude meal into his pocket he started off upon his expedition.
+
+I had just finished my tea when he returned, evidently in
+excellent spirits, swinging an old elastic-sided boot in his
+hand. He chucked it down into a corner and helped himself to a
+cup of tea.
+
+"I only looked in as I passed," said he. "I am going right on."
+
+"Where to?"
+
+"Oh, to the other side of the West End. It may be some time
+before I get back. Don't wait up for me in case I should be
+late."
+
+"How are you getting on?"
+
+"Oh, so so. Nothing to complain of. I have been out to Streatham
+since I saw you last, but I did not call at the house. It is a
+very sweet little problem, and I would not have missed it for a
+good deal. However, I must not sit gossiping here, but must get
+these disreputable clothes off and return to my highly
+respectable self."
+
+I could see by his manner that he had stronger reasons for
+satisfaction than his words alone would imply. His eyes twinkled,
+and there was even a touch of colour upon his sallow cheeks. He
+hastened upstairs, and a few minutes later I heard the slam of
+the hall door, which told me that he was off once more upon his
+congenial hunt.
+
+I waited until midnight, but there was no sign of his return, so
+I retired to my room. It was no uncommon thing for him to be away
+for days and nights on end when he was hot upon a scent, so that
+his lateness caused me no surprise. I do not know at what hour he
+came in, but when I came down to breakfast in the morning there
+he was with a cup of coffee in one hand and the paper in the
+other, as fresh and trim as possible.
+
+"You will excuse my beginning without you, Watson," said he, "but
+you remember that our client has rather an early appointment this
+morning."
+
+"Why, it is after nine now," I answered. "I should not be
+surprised if that were he. I thought I heard a ring."
+
+It was, indeed, our friend the financier. I was shocked by the
+change which had come over him, for his face which was naturally
+of a broad and massive mould, was now pinched and fallen in,
+while his hair seemed to me at least a shade whiter. He entered
+with a weariness and lethargy which was even more painful than
+his violence of the morning before, and he dropped heavily into
+the armchair which I pushed forward for him.
+
+"I do not know what I have done to be so severely tried," said
+he. "Only two days ago I was a happy and prosperous man, without
+a care in the world. Now I am left to a lonely and dishonoured
+age. One sorrow comes close upon the heels of another. My niece,
+Mary, has deserted me."
+
+"Deserted you?"
+
+"Yes. Her bed this morning had not been slept in, her room was
+empty, and a note for me lay upon the hall table. I had said to
+her last night, in sorrow and not in anger, that if she had
+married my boy all might have been well with him. Perhaps it was
+thoughtless of me to say so. It is to that remark that she refers
+in this note:
+
+"'MY DEAREST UNCLE:--I feel that I have brought trouble upon you,
+and that if I had acted differently this terrible misfortune
+might never have occurred. I cannot, with this thought in my
+mind, ever again be happy under your roof, and I feel that I must
+leave you forever. Do not worry about my future, for that is
+provided for; and, above all, do not search for me, for it will
+be fruitless labour and an ill-service to me. In life or in
+death, I am ever your loving,--MARY.'
+
+"What could she mean by that note, Mr. Holmes? Do you think it
+points to suicide?"
+
+"No, no, nothing of the kind. It is perhaps the best possible
+solution. I trust, Mr. Holder, that you are nearing the end of
+your troubles."
+
+"Ha! You say so! You have heard something, Mr. Holmes; you have
+learned something! Where are the gems?"
+
+"You would not think 1000 pounds apiece an excessive sum for
+them?"
+
+"I would pay ten."
+
+"That would be unnecessary. Three thousand will cover the matter.
+And there is a little reward, I fancy. Have you your check-book?
+Here is a pen. Better make it out for 4000 pounds."
+
+With a dazed face the banker made out the required check. Holmes
+walked over to his desk, took out a little triangular piece of
+gold with three gems in it, and threw it down upon the table.
+
+With a shriek of joy our client clutched it up.
+
+"You have it!" he gasped. "I am saved! I am saved!"
+
+The reaction of joy was as passionate as his grief had been, and
+he hugged his recovered gems to his bosom.
+
+"There is one other thing you owe, Mr. Holder," said Sherlock
+Holmes rather sternly.
+
+"Owe!" He caught up a pen. "Name the sum, and I will pay it."
+
+"No, the debt is not to me. You owe a very humble apology to that
+noble lad, your son, who has carried himself in this matter as I
+should be proud to see my own son do, should I ever chance to
+have one."
+
+"Then it was not Arthur who took them?"
+
+"I told you yesterday, and I repeat to-day, that it was not."
+
+"You are sure of it! Then let us hurry to him at once to let him
+know that the truth is known."
+
+"He knows it already. When I had cleared it all up I had an
+interview with him, and finding that he would not tell me the
+story, I told it to him, on which he had to confess that I was
+right and to add the very few details which were not yet quite
+clear to me. Your news of this morning, however, may open his
+lips."
+
+"For heaven's sake, tell me, then, what is this extraordinary
+mystery!"
+
+"I will do so, and I will show you the steps by which I reached
+it. And let me say to you, first, that which it is hardest for me
+to say and for you to hear: there has been an understanding
+between Sir George Burnwell and your niece Mary. They have now
+fled together."
+
+"My Mary? Impossible!"
+
+"It is unfortunately more than possible; it is certain. Neither
+you nor your son knew the true character of this man when you
+admitted him into your family circle. He is one of the most
+dangerous men in England--a ruined gambler, an absolutely
+desperate villain, a man without heart or conscience. Your niece
+knew nothing of such men. When he breathed his vows to her, as he
+had done to a hundred before her, she flattered herself that she
+alone had touched his heart. The devil knows best what he said,
+but at least she became his tool and was in the habit of seeing
+him nearly every evening."
+
+"I cannot, and I will not, believe it!" cried the banker with an
+ashen face.
+
+"I will tell you, then, what occurred in your house last night.
+Your niece, when you had, as she thought, gone to your room,
+slipped down and talked to her lover through the window which
+leads into the stable lane. His footmarks had pressed right
+through the snow, so long had he stood there. She told him of the
+coronet. His wicked lust for gold kindled at the news, and he
+bent her to his will. I have no doubt that she loved you, but
+there are women in whom the love of a lover extinguishes all
+other loves, and I think that she must have been one. She had
+hardly listened to his instructions when she saw you coming
+downstairs, on which she closed the window rapidly and told you
+about one of the servants' escapade with her wooden-legged lover,
+which was all perfectly true.
+
+"Your boy, Arthur, went to bed after his interview with you but
+he slept badly on account of his uneasiness about his club debts.
+In the middle of the night he heard a soft tread pass his door,
+so he rose and, looking out, was surprised to see his cousin
+walking very stealthily along the passage until she disappeared
+into your dressing-room. Petrified with astonishment, the lad
+slipped on some clothes and waited there in the dark to see what
+would come of this strange affair. Presently she emerged from the
+room again, and in the light of the passage-lamp your son saw
+that she carried the precious coronet in her hands. She passed
+down the stairs, and he, thrilling with horror, ran along and
+slipped behind the curtain near your door, whence he could see
+what passed in the hall beneath. He saw her stealthily open the
+window, hand out the coronet to someone in the gloom, and then
+closing it once more hurry back to her room, passing quite close
+to where he stood hid behind the curtain.
+
+"As long as she was on the scene he could not take any action
+without a horrible exposure of the woman whom he loved. But the
+instant that she was gone he realised how crushing a misfortune
+this would be for you, and how all-important it was to set it
+right. He rushed down, just as he was, in his bare feet, opened
+the window, sprang out into the snow, and ran down the lane,
+where he could see a dark figure in the moonlight. Sir George
+Burnwell tried to get away, but Arthur caught him, and there was
+a struggle between them, your lad tugging at one side of the
+coronet, and his opponent at the other. In the scuffle, your son
+struck Sir George and cut him over the eye. Then something
+suddenly snapped, and your son, finding that he had the coronet
+in his hands, rushed back, closed the window, ascended to your
+room, and had just observed that the coronet had been twisted in
+the struggle and was endeavouring to straighten it when you
+appeared upon the scene."
+
+"Is it possible?" gasped the banker.
+
+"You then roused his anger by calling him names at a moment when
+he felt that he had deserved your warmest thanks. He could not
+explain the true state of affairs without betraying one who
+certainly deserved little enough consideration at his hands. He
+took the more chivalrous view, however, and preserved her
+secret."
+
+"And that was why she shrieked and fainted when she saw the
+coronet," cried Mr. Holder. "Oh, my God! what a blind fool I have
+been! And his asking to be allowed to go out for five minutes!
+The dear fellow wanted to see if the missing piece were at the
+scene of the struggle. How cruelly I have misjudged him!"
+
+"When I arrived at the house," continued Holmes, "I at once went
+very carefully round it to observe if there were any traces in
+the snow which might help me. I knew that none had fallen since
+the evening before, and also that there had been a strong frost
+to preserve impressions. I passed along the tradesmen's path, but
+found it all trampled down and indistinguishable. Just beyond it,
+however, at the far side of the kitchen door, a woman had stood
+and talked with a man, whose round impressions on one side showed
+that he had a wooden leg. I could even tell that they had been
+disturbed, for the woman had run back swiftly to the door, as was
+shown by the deep toe and light heel marks, while Wooden-leg had
+waited a little, and then had gone away. I thought at the time
+that this might be the maid and her sweetheart, of whom you had
+already spoken to me, and inquiry showed it was so. I passed
+round the garden without seeing anything more than random tracks,
+which I took to be the police; but when I got into the stable
+lane a very long and complex story was written in the snow in
+front of me.
+
+"There was a double line of tracks of a booted man, and a second
+double line which I saw with delight belonged to a man with naked
+feet. I was at once convinced from what you had told me that the
+latter was your son. The first had walked both ways, but the
+other had run swiftly, and as his tread was marked in places over
+the depression of the boot, it was obvious that he had passed
+after the other. I followed them up and found they led to the
+hall window, where Boots had worn all the snow away while
+waiting. Then I walked to the other end, which was a hundred
+yards or more down the lane. I saw where Boots had faced round,
+where the snow was cut up as though there had been a struggle,
+and, finally, where a few drops of blood had fallen, to show me
+that I was not mistaken. Boots had then run down the lane, and
+another little smudge of blood showed that it was he who had been
+hurt. When he came to the highroad at the other end, I found that
+the pavement had been cleared, so there was an end to that clue.
+
+"On entering the house, however, I examined, as you remember, the
+sill and framework of the hall window with my lens, and I could
+at once see that someone had passed out. I could distinguish the
+outline of an instep where the wet foot had been placed in coming
+in. I was then beginning to be able to form an opinion as to what
+had occurred. A man had waited outside the window; someone had
+brought the gems; the deed had been overseen by your son; he had
+pursued the thief; had struggled with him; they had each tugged
+at the coronet, their united strength causing injuries which
+neither alone could have effected. He had returned with the
+prize, but had left a fragment in the grasp of his opponent. So
+far I was clear. The question now was, who was the man and who
+was it brought him the coronet?
+
+"It is an old maxim of mine that when you have excluded the
+impossible, whatever remains, however improbable, must be the
+truth. Now, I knew that it was not you who had brought it down,
+so there only remained your niece and the maids. But if it were
+the maids, why should your son allow himself to be accused in
+their place? There could be no possible reason. As he loved his
+cousin, however, there was an excellent explanation why he should
+retain her secret--the more so as the secret was a disgraceful
+one. When I remembered that you had seen her at that window, and
+how she had fainted on seeing the coronet again, my conjecture
+became a certainty.
+
+"And who could it be who was her confederate? A lover evidently,
+for who else could outweigh the love and gratitude which she must
+feel to you? I knew that you went out little, and that your
+circle of friends was a very limited one. But among them was Sir
+George Burnwell. I had heard of him before as being a man of evil
+reputation among women. It must have been he who wore those boots
+and retained the missing gems. Even though he knew that Arthur
+had discovered him, he might still flatter himself that he was
+safe, for the lad could not say a word without compromising his
+own family.
+
+"Well, your own good sense will suggest what measures I took
+next. I went in the shape of a loafer to Sir George's house,
+managed to pick up an acquaintance with his valet, learned that
+his master had cut his head the night before, and, finally, at
+the expense of six shillings, made all sure by buying a pair of
+his cast-off shoes. With these I journeyed down to Streatham and
+saw that they exactly fitted the tracks."
+
+"I saw an ill-dressed vagabond in the lane yesterday evening,"
+said Mr. Holder.
+
+"Precisely. It was I. I found that I had my man, so I came home
+and changed my clothes. It was a delicate part which I had to
+play then, for I saw that a prosecution must be avoided to avert
+scandal, and I knew that so astute a villain would see that our
+hands were tied in the matter. I went and saw him. At first, of
+course, he denied everything. But when I gave him every
+particular that had occurred, he tried to bluster and took down a
+life-preserver from the wall. I knew my man, however, and I
+clapped a pistol to his head before he could strike. Then he
+became a little more reasonable. I told him that we would give
+him a price for the stones he held--1000 pounds apiece. That
+brought out the first signs of grief that he had shown. 'Why,
+dash it all!' said he, 'I've let them go at six hundred for the
+three!' I soon managed to get the address of the receiver who had
+them, on promising him that there would be no prosecution. Off I
+set to him, and after much chaffering I got our stones at 1000
+pounds apiece. Then I looked in upon your son, told him that all
+was right, and eventually got to my bed about two o'clock, after
+what I may call a really hard day's work."
+
+"A day which has saved England from a great public scandal," said
+the banker, rising. "Sir, I cannot find words to thank you, but
+you shall not find me ungrateful for what you have done. Your
+skill has indeed exceeded all that I have heard of it. And now I
+must fly to my dear boy to apologise to him for the wrong which I
+have done him. As to what you tell me of poor Mary, it goes to my
+very heart. Not even your skill can inform me where she is now."
+
+"I think that we may safely say," returned Holmes, "that she is
+wherever Sir George Burnwell is. It is equally certain, too, that
+whatever her sins are, they will soon receive a more than
+sufficient punishment."
+
+
+
+XII. THE ADVENTURE OF THE COPPER BEECHES
+
+"To the man who loves art for its own sake," remarked Sherlock
+Holmes, tossing aside the advertisement sheet of the Daily
+Telegraph, "it is frequently in its least important and lowliest
+manifestations that the keenest pleasure is to be derived. It is
+pleasant to me to observe, Watson, that you have so far grasped
+this truth that in these little records of our cases which you
+have been good enough to draw up, and, I am bound to say,
+occasionally to embellish, you have given prominence not so much
+to the many causes célèbres and sensational trials in which I
+have figured but rather to those incidents which may have been
+trivial in themselves, but which have given room for those
+faculties of deduction and of logical synthesis which I have made
+my special province."
+
+"And yet," said I, smiling, "I cannot quite hold myself absolved
+from the charge of sensationalism which has been urged against my
+records."
+
+"You have erred, perhaps," he observed, taking up a glowing
+cinder with the tongs and lighting with it the long cherry-wood
+pipe which was wont to replace his clay when he was in a
+disputatious rather than a meditative mood--"you have erred
+perhaps in attempting to put colour and life into each of your
+statements instead of confining yourself to the task of placing
+upon record that severe reasoning from cause to effect which is
+really the only notable feature about the thing."
+
+"It seems to me that I have done you full justice in the matter,"
+I remarked with some coldness, for I was repelled by the egotism
+which I had more than once observed to be a strong factor in my
+friend's singular character.
+
+"No, it is not selfishness or conceit," said he, answering, as
+was his wont, my thoughts rather than my words. "If I claim full
+justice for my art, it is because it is an impersonal thing--a
+thing beyond myself. Crime is common. Logic is rare. Therefore it
+is upon the logic rather than upon the crime that you should
+dwell. You have degraded what should have been a course of
+lectures into a series of tales."
+
+It was a cold morning of the early spring, and we sat after
+breakfast on either side of a cheery fire in the old room at
+Baker Street. A thick fog rolled down between the lines of
+dun-coloured houses, and the opposing windows loomed like dark,
+shapeless blurs through the heavy yellow wreaths. Our gas was lit
+and shone on the white cloth and glimmer of china and metal, for
+the table had not been cleared yet. Sherlock Holmes had been
+silent all the morning, dipping continuously into the
+advertisement columns of a succession of papers until at last,
+having apparently given up his search, he had emerged in no very
+sweet temper to lecture me upon my literary shortcomings.
+
+"At the same time," he remarked after a pause, during which he
+had sat puffing at his long pipe and gazing down into the fire,
+"you can hardly be open to a charge of sensationalism, for out of
+these cases which you have been so kind as to interest yourself
+in, a fair proportion do not treat of crime, in its legal sense,
+at all. The small matter in which I endeavoured to help the King
+of Bohemia, the singular experience of Miss Mary Sutherland, the
+problem connected with the man with the twisted lip, and the
+incident of the noble bachelor, were all matters which are
+outside the pale of the law. But in avoiding the sensational, I
+fear that you may have bordered on the trivial."
+
+"The end may have been so," I answered, "but the methods I hold
+to have been novel and of interest."
+
+"Pshaw, my dear fellow, what do the public, the great unobservant
+public, who could hardly tell a weaver by his tooth or a
+compositor by his left thumb, care about the finer shades of
+analysis and deduction! But, indeed, if you are trivial, I cannot
+blame you, for the days of the great cases are past. Man, or at
+least criminal man, has lost all enterprise and originality. As
+to my own little practice, it seems to be degenerating into an
+agency for recovering lost lead pencils and giving advice to
+young ladies from boarding-schools. I think that I have touched
+bottom at last, however. This note I had this morning marks my
+zero-point, I fancy. Read it!" He tossed a crumpled letter across
+to me.
+
+It was dated from Montague Place upon the preceding evening, and
+ran thus:
+
+"DEAR MR. HOLMES:--I am very anxious to consult you as to whether
+I should or should not accept a situation which has been offered
+to me as governess. I shall call at half-past ten to-morrow if I
+do not inconvenience you. Yours faithfully,
+                                               "VIOLET HUNTER."
+
+"Do you know the young lady?" I asked.
+
+"Not I."
+
+"It is half-past ten now."
+
+"Yes, and I have no doubt that is her ring."
+
+"It may turn out to be of more interest than you think. You
+remember that the affair of the blue carbuncle, which appeared to
+be a mere whim at first, developed into a serious investigation.
+It may be so in this case, also."
+
+"Well, let us hope so. But our doubts will very soon be solved,
+for here, unless I am much mistaken, is the person in question."
+
+As he spoke the door opened and a young lady entered the room.
+She was plainly but neatly dressed, with a bright, quick face,
+freckled like a plover's egg, and with the brisk manner of a
+woman who has had her own way to make in the world.
+
+"You will excuse my troubling you, I am sure," said she, as my
+companion rose to greet her, "but I have had a very strange
+experience, and as I have no parents or relations of any sort
+from whom I could ask advice, I thought that perhaps you would be
+kind enough to tell me what I should do."
+
+"Pray take a seat, Miss Hunter. I shall be happy to do anything
+that I can to serve you."
+
+I could see that Holmes was favourably impressed by the manner
+and speech of his new client. He looked her over in his searching
+fashion, and then composed himself, with his lids drooping and
+his finger-tips together, to listen to her story.
+
+"I have been a governess for five years," said she, "in the
+family of Colonel Spence Munro, but two months ago the colonel
+received an appointment at Halifax, in Nova Scotia, and took his
+children over to America with him, so that I found myself without
+a situation. I advertised, and I answered advertisements, but
+without success. At last the little money which I had saved began
+to run short, and I was at my wit's end as to what I should do.
+
+"There is a well-known agency for governesses in the West End
+called Westaway's, and there I used to call about once a week in
+order to see whether anything had turned up which might suit me.
+Westaway was the name of the founder of the business, but it is
+really managed by Miss Stoper. She sits in her own little office,
+and the ladies who are seeking employment wait in an anteroom,
+and are then shown in one by one, when she consults her ledgers
+and sees whether she has anything which would suit them.
+
+"Well, when I called last week I was shown into the little office
+as usual, but I found that Miss Stoper was not alone. A
+prodigiously stout man with a very smiling face and a great heavy
+chin which rolled down in fold upon fold over his throat sat at
+her elbow with a pair of glasses on his nose, looking very
+earnestly at the ladies who entered. As I came in he gave quite a
+jump in his chair and turned quickly to Miss Stoper.
+
+"'That will do,' said he; 'I could not ask for anything better.
+Capital! capital!' He seemed quite enthusiastic and rubbed his
+hands together in the most genial fashion. He was such a
+comfortable-looking man that it was quite a pleasure to look at
+him.
+
+"'You are looking for a situation, miss?' he asked.
+
+"'Yes, sir.'
+
+"'As governess?'
+
+"'Yes, sir.'
+
+"'And what salary do you ask?'
+
+"'I had 4 pounds a month in my last place with Colonel Spence
+Munro.'
+
+"'Oh, tut, tut! sweating--rank sweating!' he cried, throwing his
+fat hands out into the air like a man who is in a boiling
+passion. 'How could anyone offer so pitiful a sum to a lady with
+such attractions and accomplishments?'
+
+"'My accomplishments, sir, may be less than you imagine,' said I.
+'A little French, a little German, music, and drawing--'
+
+"'Tut, tut!' he cried. 'This is all quite beside the question.
+The point is, have you or have you not the bearing and deportment
+of a lady? There it is in a nutshell. If you have not, you are
+not fitted for the rearing of a child who may some day play a
+considerable part in the history of the country. But if you have
+why, then, how could any gentleman ask you to condescend to
+accept anything under the three figures? Your salary with me,
+madam, would commence at 100 pounds a year.'
+
+"You may imagine, Mr. Holmes, that to me, destitute as I was,
+such an offer seemed almost too good to be true. The gentleman,
+however, seeing perhaps the look of incredulity upon my face,
+opened a pocket-book and took out a note.
+
+"'It is also my custom,' said he, smiling in the most pleasant
+fashion until his eyes were just two little shining slits amid
+the white creases of his face, 'to advance to my young ladies
+half their salary beforehand, so that they may meet any little
+expenses of their journey and their wardrobe.'
+
+"It seemed to me that I had never met so fascinating and so
+thoughtful a man. As I was already in debt to my tradesmen, the
+advance was a great convenience, and yet there was something
+unnatural about the whole transaction which made me wish to know
+a little more before I quite committed myself.
+
+"'May I ask where you live, sir?' said I.
+
+"'Hampshire. Charming rural place. The Copper Beeches, five miles
+on the far side of Winchester. It is the most lovely country, my
+dear young lady, and the dearest old country-house.'
+
+"'And my duties, sir? I should be glad to know what they would
+be.'
+
+"'One child--one dear little romper just six years old. Oh, if
+you could see him killing cockroaches with a slipper! Smack!
+smack! smack! Three gone before you could wink!' He leaned back
+in his chair and laughed his eyes into his head again.
+
+"I was a little startled at the nature of the child's amusement,
+but the father's laughter made me think that perhaps he was
+joking.
+
+"'My sole duties, then,' I asked, 'are to take charge of a single
+child?'
+
+"'No, no, not the sole, not the sole, my dear young lady,' he
+cried. 'Your duty would be, as I am sure your good sense would
+suggest, to obey any little commands my wife might give, provided
+always that they were such commands as a lady might with
+propriety obey. You see no difficulty, heh?'
+
+"'I should be happy to make myself useful.'
+
+"'Quite so. In dress now, for example. We are faddy people, you
+know--faddy but kind-hearted. If you were asked to wear any dress
+which we might give you, you would not object to our little whim.
+Heh?'
+
+"'No,' said I, considerably astonished at his words.
+
+"'Or to sit here, or sit there, that would not be offensive to
+you?'
+
+"'Oh, no.'
+
+"'Or to cut your hair quite short before you come to us?'
+
+"I could hardly believe my ears. As you may observe, Mr. Holmes,
+my hair is somewhat luxuriant, and of a rather peculiar tint of
+chestnut. It has been considered artistic. I could not dream of
+sacrificing it in this offhand fashion.
+
+"'I am afraid that that is quite impossible,' said I. He had been
+watching me eagerly out of his small eyes, and I could see a
+shadow pass over his face as I spoke.
+
+"'I am afraid that it is quite essential,' said he. 'It is a
+little fancy of my wife's, and ladies' fancies, you know, madam,
+ladies' fancies must be consulted. And so you won't cut your
+hair?'
+
+"'No, sir, I really could not,' I answered firmly.
+
+"'Ah, very well; then that quite settles the matter. It is a
+pity, because in other respects you would really have done very
+nicely. In that case, Miss Stoper, I had best inspect a few more
+of your young ladies.'
+
+"The manageress had sat all this while busy with her papers
+without a word to either of us, but she glanced at me now with so
+much annoyance upon her face that I could not help suspecting
+that she had lost a handsome commission through my refusal.
+
+"'Do you desire your name to be kept upon the books?' she asked.
+
+"'If you please, Miss Stoper.'
+
+"'Well, really, it seems rather useless, since you refuse the
+most excellent offers in this fashion,' said she sharply. 'You
+can hardly expect us to exert ourselves to find another such
+opening for you. Good-day to you, Miss Hunter.' She struck a gong
+upon the table, and I was shown out by the page.
+
+"Well, Mr. Holmes, when I got back to my lodgings and found
+little enough in the cupboard, and two or three bills upon the
+table, I began to ask myself whether I had not done a very
+foolish thing. After all, if these people had strange fads and
+expected obedience on the most extraordinary matters, they were
+at least ready to pay for their eccentricity. Very few
+governesses in England are getting 100 pounds a year. Besides,
+what use was my hair to me? Many people are improved by wearing
+it short and perhaps I should be among the number. Next day I was
+inclined to think that I had made a mistake, and by the day after
+I was sure of it. I had almost overcome my pride so far as to go
+back to the agency and inquire whether the place was still open
+when I received this letter from the gentleman himself. I have it
+here and I will read it to you:
+
+                       "'The Copper Beeches, near Winchester.
+"'DEAR MISS HUNTER:--Miss Stoper has very kindly given me your
+address, and I write from here to ask you whether you have
+reconsidered your decision. My wife is very anxious that you
+should come, for she has been much attracted by my description of
+you. We are willing to give 30 pounds a quarter, or 120 pounds a
+year, so as to recompense you for any little inconvenience which
+our fads may cause you. They are not very exacting, after all. My
+wife is fond of a particular shade of electric blue and would
+like you to wear such a dress indoors in the morning. You need
+not, however, go to the expense of purchasing one, as we have one
+belonging to my dear daughter Alice (now in Philadelphia), which
+would, I should think, fit you very well. Then, as to sitting
+here or there, or amusing yourself in any manner indicated, that
+need cause you no inconvenience. As regards your hair, it is no
+doubt a pity, especially as I could not help remarking its beauty
+during our short interview, but I am afraid that I must remain
+firm upon this point, and I only hope that the increased salary
+may recompense you for the loss. Your duties, as far as the child
+is concerned, are very light. Now do try to come, and I shall
+meet you with the dog-cart at Winchester. Let me know your train.
+Yours faithfully, JEPHRO RUCASTLE.'
+
+"That is the letter which I have just received, Mr. Holmes, and
+my mind is made up that I will accept it. I thought, however,
+that before taking the final step I should like to submit the
+whole matter to your consideration."
+
+"Well, Miss Hunter, if your mind is made up, that settles the
+question," said Holmes, smiling.
+
+"But you would not advise me to refuse?"
+
+"I confess that it is not the situation which I should like to
+see a sister of mine apply for."
+
+"What is the meaning of it all, Mr. Holmes?"
+
+"Ah, I have no data. I cannot tell. Perhaps you have yourself
+formed some opinion?"
+
+"Well, there seems to me to be only one possible solution. Mr.
+Rucastle seemed to be a very kind, good-natured man. Is it not
+possible that his wife is a lunatic, that he desires to keep the
+matter quiet for fear she should be taken to an asylum, and that
+he humours her fancies in every way in order to prevent an
+outbreak?"
+
+"That is a possible solution--in fact, as matters stand, it is
+the most probable one. But in any case it does not seem to be a
+nice household for a young lady."
+
+"But the money, Mr. Holmes, the money!"
+
+"Well, yes, of course the pay is good--too good. That is what
+makes me uneasy. Why should they give you 120 pounds a year, when
+they could have their pick for 40 pounds? There must be some
+strong reason behind."
+
+"I thought that if I told you the circumstances you would
+understand afterwards if I wanted your help. I should feel so
+much stronger if I felt that you were at the back of me."
+
+"Oh, you may carry that feeling away with you. I assure you that
+your little problem promises to be the most interesting which has
+come my way for some months. There is something distinctly novel
+about some of the features. If you should find yourself in doubt
+or in danger--"
+
+"Danger! What danger do you foresee?"
+
+Holmes shook his head gravely. "It would cease to be a danger if
+we could define it," said he. "But at any time, day or night, a
+telegram would bring me down to your help."
+
+"That is enough." She rose briskly from her chair with the
+anxiety all swept from her face. "I shall go down to Hampshire
+quite easy in my mind now. I shall write to Mr. Rucastle at once,
+sacrifice my poor hair to-night, and start for Winchester
+to-morrow." With a few grateful words to Holmes she bade us both
+good-night and bustled off upon her way.
+
+"At least," said I as we heard her quick, firm steps descending
+the stairs, "she seems to be a young lady who is very well able
+to take care of herself."
+
+"And she would need to be," said Holmes gravely. "I am much
+mistaken if we do not hear from her before many days are past."
+
+It was not very long before my friend's prediction was fulfilled.
+A fortnight went by, during which I frequently found my thoughts
+turning in her direction and wondering what strange side-alley of
+human experience this lonely woman had strayed into. The unusual
+salary, the curious conditions, the light duties, all pointed to
+something abnormal, though whether a fad or a plot, or whether
+the man were a philanthropist or a villain, it was quite beyond
+my powers to determine. As to Holmes, I observed that he sat
+frequently for half an hour on end, with knitted brows and an
+abstracted air, but he swept the matter away with a wave of his
+hand when I mentioned it. "Data! data! data!" he cried
+impatiently. "I can't make bricks without clay." And yet he would
+always wind up by muttering that no sister of his should ever
+have accepted such a situation.
+
+The telegram which we eventually received came late one night
+just as I was thinking of turning in and Holmes was settling down
+to one of those all-night chemical researches which he frequently
+indulged in, when I would leave him stooping over a retort and a
+test-tube at night and find him in the same position when I came
+down to breakfast in the morning. He opened the yellow envelope,
+and then, glancing at the message, threw it across to me.
+
+"Just look up the trains in Bradshaw," said he, and turned back
+to his chemical studies.
+
+The summons was a brief and urgent one.
+
+"Please be at the Black Swan Hotel at Winchester at midday
+to-morrow," it said. "Do come! I am at my wit's end.  HUNTER."
+
+"Will you come with me?" asked Holmes, glancing up.
+
+"I should wish to."
+
+"Just look it up, then."
+
+"There is a train at half-past nine," said I, glancing over my
+Bradshaw. "It is due at Winchester at 11:30."
+
+"That will do very nicely. Then perhaps I had better postpone my
+analysis of the acetones, as we may need to be at our best in the
+morning."
+
+By eleven o'clock the next day we were well upon our way to the
+old English capital. Holmes had been buried in the morning papers
+all the way down, but after we had passed the Hampshire border he
+threw them down and began to admire the scenery. It was an ideal
+spring day, a light blue sky, flecked with little fleecy white
+clouds drifting across from west to east. The sun was shining
+very brightly, and yet there was an exhilarating nip in the air,
+which set an edge to a man's energy. All over the countryside,
+away to the rolling hills around Aldershot, the little red and
+grey roofs of the farm-steadings peeped out from amid the light
+green of the new foliage.
+
+"Are they not fresh and beautiful?" I cried with all the
+enthusiasm of a man fresh from the fogs of Baker Street.
+
+But Holmes shook his head gravely.
+
+"Do you know, Watson," said he, "that it is one of the curses of
+a mind with a turn like mine that I must look at everything with
+reference to my own special subject. You look at these scattered
+houses, and you are impressed by their beauty. I look at them,
+and the only thought which comes to me is a feeling of their
+isolation and of the impunity with which crime may be committed
+there."
+
+"Good heavens!" I cried. "Who would associate crime with these
+dear old homesteads?"
+
+"They always fill me with a certain horror. It is my belief,
+Watson, founded upon my experience, that the lowest and vilest
+alleys in London do not present a more dreadful record of sin
+than does the smiling and beautiful countryside."
+
+"You horrify me!"
+
+"But the reason is very obvious. The pressure of public opinion
+can do in the town what the law cannot accomplish. There is no
+lane so vile that the scream of a tortured child, or the thud of
+a drunkard's blow, does not beget sympathy and indignation among
+the neighbours, and then the whole machinery of justice is ever
+so close that a word of complaint can set it going, and there is
+but a step between the crime and the dock. But look at these
+lonely houses, each in its own fields, filled for the most part
+with poor ignorant folk who know little of the law. Think of the
+deeds of hellish cruelty, the hidden wickedness which may go on,
+year in, year out, in such places, and none the wiser. Had this
+lady who appeals to us for help gone to live in Winchester, I
+should never have had a fear for her. It is the five miles of
+country which makes the danger. Still, it is clear that she is
+not personally threatened."
+
+"No. If she can come to Winchester to meet us she can get away."
+
+"Quite so. She has her freedom."
+
+"What CAN be the matter, then? Can you suggest no explanation?"
+
+"I have devised seven separate explanations, each of which would
+cover the facts as far as we know them. But which of these is
+correct can only be determined by the fresh information which we
+shall no doubt find waiting for us. Well, there is the tower of
+the cathedral, and we shall soon learn all that Miss Hunter has
+to tell."
+
+The Black Swan is an inn of repute in the High Street, at no
+distance from the station, and there we found the young lady
+waiting for us. She had engaged a sitting-room, and our lunch
+awaited us upon the table.
+
+"I am so delighted that you have come," she said earnestly. "It
+is so very kind of you both; but indeed I do not know what I
+should do. Your advice will be altogether invaluable to me."
+
+"Pray tell us what has happened to you."
+
+"I will do so, and I must be quick, for I have promised Mr.
+Rucastle to be back before three. I got his leave to come into
+town this morning, though he little knew for what purpose."
+
+"Let us have everything in its due order." Holmes thrust his long
+thin legs out towards the fire and composed himself to listen.
+
+"In the first place, I may say that I have met, on the whole,
+with no actual ill-treatment from Mr. and Mrs. Rucastle. It is
+only fair to them to say that. But I cannot understand them, and
+I am not easy in my mind about them."
+
+"What can you not understand?"
+
+"Their reasons for their conduct. But you shall have it all just
+as it occurred. When I came down, Mr. Rucastle met me here and
+drove me in his dog-cart to the Copper Beeches. It is, as he
+said, beautifully situated, but it is not beautiful in itself,
+for it is a large square block of a house, whitewashed, but all
+stained and streaked with damp and bad weather. There are grounds
+round it, woods on three sides, and on the fourth a field which
+slopes down to the Southampton highroad, which curves past about
+a hundred yards from the front door. This ground in front belongs
+to the house, but the woods all round are part of Lord
+Southerton's preserves. A clump of copper beeches immediately in
+front of the hall door has given its name to the place.
+
+"I was driven over by my employer, who was as amiable as ever,
+and was introduced by him that evening to his wife and the child.
+There was no truth, Mr. Holmes, in the conjecture which seemed to
+us to be probable in your rooms at Baker Street. Mrs. Rucastle is
+not mad. I found her to be a silent, pale-faced woman, much
+younger than her husband, not more than thirty, I should think,
+while he can hardly be less than forty-five. From their
+conversation I have gathered that they have been married about
+seven years, that he was a widower, and that his only child by
+the first wife was the daughter who has gone to Philadelphia. Mr.
+Rucastle told me in private that the reason why she had left them
+was that she had an unreasoning aversion to her stepmother. As
+the daughter could not have been less than twenty, I can quite
+imagine that her position must have been uncomfortable with her
+father's young wife.
+
+"Mrs. Rucastle seemed to me to be colourless in mind as well as
+in feature. She impressed me neither favourably nor the reverse.
+She was a nonentity. It was easy to see that she was passionately
+devoted both to her husband and to her little son. Her light grey
+eyes wandered continually from one to the other, noting every
+little want and forestalling it if possible. He was kind to her
+also in his bluff, boisterous fashion, and on the whole they
+seemed to be a happy couple. And yet she had some secret sorrow,
+this woman. She would often be lost in deep thought, with the
+saddest look upon her face. More than once I have surprised her
+in tears. I have thought sometimes that it was the disposition of
+her child which weighed upon her mind, for I have never met so
+utterly spoiled and so ill-natured a little creature. He is small
+for his age, with a head which is quite disproportionately large.
+His whole life appears to be spent in an alternation between
+savage fits of passion and gloomy intervals of sulking. Giving
+pain to any creature weaker than himself seems to be his one idea
+of amusement, and he shows quite remarkable talent in planning
+the capture of mice, little birds, and insects. But I would
+rather not talk about the creature, Mr. Holmes, and, indeed, he
+has little to do with my story."
+
+"I am glad of all details," remarked my friend, "whether they
+seem to you to be relevant or not."
+
+"I shall try not to miss anything of importance. The one
+unpleasant thing about the house, which struck me at once, was
+the appearance and conduct of the servants. There are only two, a
+man and his wife. Toller, for that is his name, is a rough,
+uncouth man, with grizzled hair and whiskers, and a perpetual
+smell of drink. Twice since I have been with them he has been
+quite drunk, and yet Mr. Rucastle seemed to take no notice of it.
+His wife is a very tall and strong woman with a sour face, as
+silent as Mrs. Rucastle and much less amiable. They are a most
+unpleasant couple, but fortunately I spend most of my time in the
+nursery and my own room, which are next to each other in one
+corner of the building.
+
+"For two days after my arrival at the Copper Beeches my life was
+very quiet; on the third, Mrs. Rucastle came down just after
+breakfast and whispered something to her husband.
+
+"'Oh, yes,' said he, turning to me, 'we are very much obliged to
+you, Miss Hunter, for falling in with our whims so far as to cut
+your hair. I assure you that it has not detracted in the tiniest
+iota from your appearance. We shall now see how the electric-blue
+dress will become you. You will find it laid out upon the bed in
+your room, and if you would be so good as to put it on we should
+both be extremely obliged.'
+
+"The dress which I found waiting for me was of a peculiar shade
+of blue. It was of excellent material, a sort of beige, but it
+bore unmistakable signs of having been worn before. It could not
+have been a better fit if I had been measured for it. Both Mr.
+and Mrs. Rucastle expressed a delight at the look of it, which
+seemed quite exaggerated in its vehemence. They were waiting for
+me in the drawing-room, which is a very large room, stretching
+along the entire front of the house, with three long windows
+reaching down to the floor. A chair had been placed close to the
+central window, with its back turned towards it. In this I was
+asked to sit, and then Mr. Rucastle, walking up and down on the
+other side of the room, began to tell me a series of the funniest
+stories that I have ever listened to. You cannot imagine how
+comical he was, and I laughed until I was quite weary. Mrs.
+Rucastle, however, who has evidently no sense of humour, never so
+much as smiled, but sat with her hands in her lap, and a sad,
+anxious look upon her face. After an hour or so, Mr. Rucastle
+suddenly remarked that it was time to commence the duties of the
+day, and that I might change my dress and go to little Edward in
+the nursery.
+
+"Two days later this same performance was gone through under
+exactly similar circumstances. Again I changed my dress, again I
+sat in the window, and again I laughed very heartily at the funny
+stories of which my employer had an immense répertoire, and which
+he told inimitably. Then he handed me a yellow-backed novel, and
+moving my chair a little sideways, that my own shadow might not
+fall upon the page, he begged me to read aloud to him. I read for
+about ten minutes, beginning in the heart of a chapter, and then
+suddenly, in the middle of a sentence, he ordered me to cease and
+to change my dress.
+
+"You can easily imagine, Mr. Holmes, how curious I became as to
+what the meaning of this extraordinary performance could possibly
+be. They were always very careful, I observed, to turn my face
+away from the window, so that I became consumed with the desire
+to see what was going on behind my back. At first it seemed to be
+impossible, but I soon devised a means. My hand-mirror had been
+broken, so a happy thought seized me, and I concealed a piece of
+the glass in my handkerchief. On the next occasion, in the midst
+of my laughter, I put my handkerchief up to my eyes, and was able
+with a little management to see all that there was behind me. I
+confess that I was disappointed. There was nothing. At least that
+was my first impression. At the second glance, however, I
+perceived that there was a man standing in the Southampton Road,
+a small bearded man in a grey suit, who seemed to be looking in
+my direction. The road is an important highway, and there are
+usually people there. This man, however, was leaning against the
+railings which bordered our field and was looking earnestly up. I
+lowered my handkerchief and glanced at Mrs. Rucastle to find her
+eyes fixed upon me with a most searching gaze. She said nothing,
+but I am convinced that she had divined that I had a mirror in my
+hand and had seen what was behind me. She rose at once.
+
+"'Jephro,' said she, 'there is an impertinent fellow upon the
+road there who stares up at Miss Hunter.'
+
+"'No friend of yours, Miss Hunter?' he asked.
+
+"'No, I know no one in these parts.'
+
+"'Dear me! How very impertinent! Kindly turn round and motion to
+him to go away.'
+
+"'Surely it would be better to take no notice.'
+
+"'No, no, we should have him loitering here always. Kindly turn
+round and wave him away like that.'
+
+"I did as I was told, and at the same instant Mrs. Rucastle drew
+down the blind. That was a week ago, and from that time I have
+not sat again in the window, nor have I worn the blue dress, nor
+seen the man in the road."
+
+"Pray continue," said Holmes. "Your narrative promises to be a
+most interesting one."
+
+"You will find it rather disconnected, I fear, and there may
+prove to be little relation between the different incidents of
+which I speak. On the very first day that I was at the Copper
+Beeches, Mr. Rucastle took me to a small outhouse which stands
+near the kitchen door. As we approached it I heard the sharp
+rattling of a chain, and the sound as of a large animal moving
+about.
+
+"'Look in here!' said Mr. Rucastle, showing me a slit between two
+planks. 'Is he not a beauty?'
+
+"I looked through and was conscious of two glowing eyes, and of a
+vague figure huddled up in the darkness.
+
+"'Don't be frightened,' said my employer, laughing at the start
+which I had given. 'It's only Carlo, my mastiff. I call him mine,
+but really old Toller, my groom, is the only man who can do
+anything with him. We feed him once a day, and not too much then,
+so that he is always as keen as mustard. Toller lets him loose
+every night, and God help the trespasser whom he lays his fangs
+upon. For goodness' sake don't you ever on any pretext set your
+foot over the threshold at night, for it's as much as your life
+is worth.'
+
+"The warning was no idle one, for two nights later I happened to
+look out of my bedroom window about two o'clock in the morning.
+It was a beautiful moonlight night, and the lawn in front of the
+house was silvered over and almost as bright as day. I was
+standing, rapt in the peaceful beauty of the scene, when I was
+aware that something was moving under the shadow of the copper
+beeches. As it emerged into the moonshine I saw what it was. It
+was a giant dog, as large as a calf, tawny tinted, with hanging
+jowl, black muzzle, and huge projecting bones. It walked slowly
+across the lawn and vanished into the shadow upon the other side.
+That dreadful sentinel sent a chill to my heart which I do not
+think that any burglar could have done.
+
+"And now I have a very strange experience to tell you. I had, as
+you know, cut off my hair in London, and I had placed it in a
+great coil at the bottom of my trunk. One evening, after the
+child was in bed, I began to amuse myself by examining the
+furniture of my room and by rearranging my own little things.
+There was an old chest of drawers in the room, the two upper ones
+empty and open, the lower one locked. I had filled the first two
+with my linen, and as I had still much to pack away I was
+naturally annoyed at not having the use of the third drawer. It
+struck me that it might have been fastened by a mere oversight,
+so I took out my bunch of keys and tried to open it. The very
+first key fitted to perfection, and I drew the drawer open. There
+was only one thing in it, but I am sure that you would never
+guess what it was. It was my coil of hair.
+
+"I took it up and examined it. It was of the same peculiar tint,
+and the same thickness. But then the impossibility of the thing
+obtruded itself upon me. How could my hair have been locked in
+the drawer? With trembling hands I undid my trunk, turned out the
+contents, and drew from the bottom my own hair. I laid the two
+tresses together, and I assure you that they were identical. Was
+it not extraordinary? Puzzle as I would, I could make nothing at
+all of what it meant. I returned the strange hair to the drawer,
+and I said nothing of the matter to the Rucastles as I felt that
+I had put myself in the wrong by opening a drawer which they had
+locked.
+
+"I am naturally observant, as you may have remarked, Mr. Holmes,
+and I soon had a pretty good plan of the whole house in my head.
+There was one wing, however, which appeared not to be inhabited
+at all. A door which faced that which led into the quarters of
+the Tollers opened into this suite, but it was invariably locked.
+One day, however, as I ascended the stair, I met Mr. Rucastle
+coming out through this door, his keys in his hand, and a look on
+his face which made him a very different person to the round,
+jovial man to whom I was accustomed. His cheeks were red, his
+brow was all crinkled with anger, and the veins stood out at his
+temples with passion. He locked the door and hurried past me
+without a word or a look.
+
+"This aroused my curiosity, so when I went out for a walk in the
+grounds with my charge, I strolled round to the side from which I
+could see the windows of this part of the house. There were four
+of them in a row, three of which were simply dirty, while the
+fourth was shuttered up. They were evidently all deserted. As I
+strolled up and down, glancing at them occasionally, Mr. Rucastle
+came out to me, looking as merry and jovial as ever.
+
+"'Ah!' said he, 'you must not think me rude if I passed you
+without a word, my dear young lady. I was preoccupied with
+business matters.'
+
+"I assured him that I was not offended. 'By the way,' said I,
+'you seem to have quite a suite of spare rooms up there, and one
+of them has the shutters up.'
+
+"He looked surprised and, as it seemed to me, a little startled
+at my remark.
+
+"'Photography is one of my hobbies,' said he. 'I have made my
+dark room up there. But, dear me! what an observant young lady we
+have come upon. Who would have believed it? Who would have ever
+believed it?' He spoke in a jesting tone, but there was no jest
+in his eyes as he looked at me. I read suspicion there and
+annoyance, but no jest.
+
+"Well, Mr. Holmes, from the moment that I understood that there
+was something about that suite of rooms which I was not to know,
+I was all on fire to go over them. It was not mere curiosity,
+though I have my share of that. It was more a feeling of duty--a
+feeling that some good might come from my penetrating to this
+place. They talk of woman's instinct; perhaps it was woman's
+instinct which gave me that feeling. At any rate, it was there,
+and I was keenly on the lookout for any chance to pass the
+forbidden door.
+
+"It was only yesterday that the chance came. I may tell you that,
+besides Mr. Rucastle, both Toller and his wife find something to
+do in these deserted rooms, and I once saw him carrying a large
+black linen bag with him through the door. Recently he has been
+drinking hard, and yesterday evening he was very drunk; and when
+I came upstairs there was the key in the door. I have no doubt at
+all that he had left it there. Mr. and Mrs. Rucastle were both
+downstairs, and the child was with them, so that I had an
+admirable opportunity. I turned the key gently in the lock,
+opened the door, and slipped through.
+
+"There was a little passage in front of me, unpapered and
+uncarpeted, which turned at a right angle at the farther end.
+Round this corner were three doors in a line, the first and third
+of which were open. They each led into an empty room, dusty and
+cheerless, with two windows in the one and one in the other, so
+thick with dirt that the evening light glimmered dimly through
+them. The centre door was closed, and across the outside of it
+had been fastened one of the broad bars of an iron bed, padlocked
+at one end to a ring in the wall, and fastened at the other with
+stout cord. The door itself was locked as well, and the key was
+not there. This barricaded door corresponded clearly with the
+shuttered window outside, and yet I could see by the glimmer from
+beneath it that the room was not in darkness. Evidently there was
+a skylight which let in light from above. As I stood in the
+passage gazing at the sinister door and wondering what secret it
+might veil, I suddenly heard the sound of steps within the room
+and saw a shadow pass backward and forward against the little
+slit of dim light which shone out from under the door. A mad,
+unreasoning terror rose up in me at the sight, Mr. Holmes. My
+overstrung nerves failed me suddenly, and I turned and ran--ran
+as though some dreadful hand were behind me clutching at the
+skirt of my dress. I rushed down the passage, through the door,
+and straight into the arms of Mr. Rucastle, who was waiting
+outside.
+
+"'So,' said he, smiling, 'it was you, then. I thought that it
+must be when I saw the door open.'
+
+"'Oh, I am so frightened!' I panted.
+
+"'My dear young lady! my dear young lady!'--you cannot think how
+caressing and soothing his manner was--'and what has frightened
+you, my dear young lady?'
+
+"But his voice was just a little too coaxing. He overdid it. I
+was keenly on my guard against him.
+
+"'I was foolish enough to go into the empty wing,' I answered.
+'But it is so lonely and eerie in this dim light that I was
+frightened and ran out again. Oh, it is so dreadfully still in
+there!'
+
+"'Only that?' said he, looking at me keenly.
+
+"'Why, what did you think?' I asked.
+
+"'Why do you think that I lock this door?'
+
+"'I am sure that I do not know.'
+
+"'It is to keep people out who have no business there. Do you
+see?' He was still smiling in the most amiable manner.
+
+"'I am sure if I had known--'
+
+"'Well, then, you know now. And if you ever put your foot over
+that threshold again'--here in an instant the smile hardened into
+a grin of rage, and he glared down at me with the face of a
+demon--'I'll throw you to the mastiff.'
+
+"I was so terrified that I do not know what I did. I suppose that
+I must have rushed past him into my room. I remember nothing
+until I found myself lying on my bed trembling all over. Then I
+thought of you, Mr. Holmes. I could not live there longer without
+some advice. I was frightened of the house, of the man, of the
+woman, of the servants, even of the child. They were all horrible
+to me. If I could only bring you down all would be well. Of
+course I might have fled from the house, but my curiosity was
+almost as strong as my fears. My mind was soon made up. I would
+send you a wire. I put on my hat and cloak, went down to the
+office, which is about half a mile from the house, and then
+returned, feeling very much easier. A horrible doubt came into my
+mind as I approached the door lest the dog might be loose, but I
+remembered that Toller had drunk himself into a state of
+insensibility that evening, and I knew that he was the only one
+in the household who had any influence with the savage creature,
+or who would venture to set him free. I slipped in in safety and
+lay awake half the night in my joy at the thought of seeing you.
+I had no difficulty in getting leave to come into Winchester this
+morning, but I must be back before three o'clock, for Mr. and
+Mrs. Rucastle are going on a visit, and will be away all the
+evening, so that I must look after the child. Now I have told you
+all my adventures, Mr. Holmes, and I should be very glad if you
+could tell me what it all means, and, above all, what I should
+do."
+
+Holmes and I had listened spellbound to this extraordinary story.
+My friend rose now and paced up and down the room, his hands in
+his pockets, and an expression of the most profound gravity upon
+his face.
+
+"Is Toller still drunk?" he asked.
+
+"Yes. I heard his wife tell Mrs. Rucastle that she could do
+nothing with him."
+
+"That is well. And the Rucastles go out to-night?"
+
+"Yes."
+
+"Is there a cellar with a good strong lock?"
+
+"Yes, the wine-cellar."
+
+"You seem to me to have acted all through this matter like a very
+brave and sensible girl, Miss Hunter. Do you think that you could
+perform one more feat? I should not ask it of you if I did not
+think you a quite exceptional woman."
+
+"I will try. What is it?"
+
+"We shall be at the Copper Beeches by seven o'clock, my friend
+and I. The Rucastles will be gone by that time, and Toller will,
+we hope, be incapable. There only remains Mrs. Toller, who might
+give the alarm. If you could send her into the cellar on some
+errand, and then turn the key upon her, you would facilitate
+matters immensely."
+
+"I will do it."
+
+"Excellent! We shall then look thoroughly into the affair. Of
+course there is only one feasible explanation. You have been
+brought there to personate someone, and the real person is
+imprisoned in this chamber. That is obvious. As to who this
+prisoner is, I have no doubt that it is the daughter, Miss Alice
+Rucastle, if I remember right, who was said to have gone to
+America. You were chosen, doubtless, as resembling her in height,
+figure, and the colour of your hair. Hers had been cut off, very
+possibly in some illness through which she has passed, and so, of
+course, yours had to be sacrificed also. By a curious chance you
+came upon her tresses. The man in the road was undoubtedly some
+friend of hers--possibly her fiancé--and no doubt, as you wore
+the girl's dress and were so like her, he was convinced from your
+laughter, whenever he saw you, and afterwards from your gesture,
+that Miss Rucastle was perfectly happy, and that she no longer
+desired his attentions. The dog is let loose at night to prevent
+him from endeavouring to communicate with her. So much is fairly
+clear. The most serious point in the case is the disposition of
+the child."
+
+"What on earth has that to do with it?" I ejaculated.
+
+"My dear Watson, you as a medical man are continually gaining
+light as to the tendencies of a child by the study of the
+parents. Don't you see that the converse is equally valid. I have
+frequently gained my first real insight into the character of
+parents by studying their children. This child's disposition is
+abnormally cruel, merely for cruelty's sake, and whether he
+derives this from his smiling father, as I should suspect, or
+from his mother, it bodes evil for the poor girl who is in their
+power."
+
+"I am sure that you are right, Mr. Holmes," cried our client. "A
+thousand things come back to me which make me certain that you
+have hit it. Oh, let us lose not an instant in bringing help to
+this poor creature."
+
+"We must be circumspect, for we are dealing with a very cunning
+man. We can do nothing until seven o'clock. At that hour we shall
+be with you, and it will not be long before we solve the
+mystery."
+
+We were as good as our word, for it was just seven when we
+reached the Copper Beeches, having put up our trap at a wayside
+public-house. The group of trees, with their dark leaves shining
+like burnished metal in the light of the setting sun, were
+sufficient to mark the house even had Miss Hunter not been
+standing smiling on the door-step.
+
+"Have you managed it?" asked Holmes.
+
+A loud thudding noise came from somewhere downstairs. "That is
+Mrs. Toller in the cellar," said she. "Her husband lies snoring
+on the kitchen rug. Here are his keys, which are the duplicates
+of Mr. Rucastle's."
+
+"You have done well indeed!" cried Holmes with enthusiasm. "Now
+lead the way, and we shall soon see the end of this black
+business."
+
+We passed up the stair, unlocked the door, followed on down a
+passage, and found ourselves in front of the barricade which Miss
+Hunter had described. Holmes cut the cord and removed the
+transverse bar. Then he tried the various keys in the lock, but
+without success. No sound came from within, and at the silence
+Holmes' face clouded over.
+
+"I trust that we are not too late," said he. "I think, Miss
+Hunter, that we had better go in without you. Now, Watson, put
+your shoulder to it, and we shall see whether we cannot make our
+way in."
+
+It was an old rickety door and gave at once before our united
+strength. Together we rushed into the room. It was empty. There
+was no furniture save a little pallet bed, a small table, and a
+basketful of linen. The skylight above was open, and the prisoner
+gone.
+
+"There has been some villainy here," said Holmes; "this beauty
+has guessed Miss Hunter's intentions and has carried his victim
+off."
+
+"But how?"
+
+"Through the skylight. We shall soon see how he managed it." He
+swung himself up onto the roof. "Ah, yes," he cried, "here's the
+end of a long light ladder against the eaves. That is how he did
+it."
+
+"But it is impossible," said Miss Hunter; "the ladder was not
+there when the Rucastles went away."
+
+"He has come back and done it. I tell you that he is a clever and
+dangerous man. I should not be very much surprised if this were
+he whose step I hear now upon the stair. I think, Watson, that it
+would be as well for you to have your pistol ready."
+
+The words were hardly out of his mouth before a man appeared at
+the door of the room, a very fat and burly man, with a heavy
+stick in his hand. Miss Hunter screamed and shrunk against the
+wall at the sight of him, but Sherlock Holmes sprang forward and
+confronted him.
+
+"You villain!" said he, "where's your daughter?"
+
+The fat man cast his eyes round, and then up at the open
+skylight.
+
+"It is for me to ask you that," he shrieked, "you thieves! Spies
+and thieves! I have caught you, have I? You are in my power. I'll
+serve you!" He turned and clattered down the stairs as hard as he
+could go.
+
+"He's gone for the dog!" cried Miss Hunter.
+
+"I have my revolver," said I.
+
+"Better close the front door," cried Holmes, and we all rushed
+down the stairs together. We had hardly reached the hall when we
+heard the baying of a hound, and then a scream of agony, with a
+horrible worrying sound which it was dreadful to listen to. An
+elderly man with a red face and shaking limbs came staggering out
+at a side door.
+
+"My God!" he cried. "Someone has loosed the dog. It's not been
+fed for two days. Quick, quick, or it'll be too late!"
+
+Holmes and I rushed out and round the angle of the house, with
+Toller hurrying behind us. There was the huge famished brute, its
+black muzzle buried in Rucastle's throat, while he writhed and
+screamed upon the ground. Running up, I blew its brains out, and
+it fell over with its keen white teeth still meeting in the great
+creases of his neck. With much labour we separated them and
+carried him, living but horribly mangled, into the house. We laid
+him upon the drawing-room sofa, and having dispatched the sobered
+Toller to bear the news to his wife, I did what I could to
+relieve his pain. We were all assembled round him when the door
+opened, and a tall, gaunt woman entered the room.
+
+"Mrs. Toller!" cried Miss Hunter.
+
+"Yes, miss. Mr. Rucastle let me out when he came back before he
+went up to you. Ah, miss, it is a pity you didn't let me know
+what you were planning, for I would have told you that your pains
+were wasted."
+
+"Ha!" said Holmes, looking keenly at her. "It is clear that Mrs.
+Toller knows more about this matter than anyone else."
+
+"Yes, sir, I do, and I am ready enough to tell what I know."
+
+"Then, pray, sit down, and let us hear it for there are several
+points on which I must confess that I am still in the dark."
+
+"I will soon make it clear to you," said she; "and I'd have done
+so before now if I could ha' got out from the cellar. If there's
+police-court business over this, you'll remember that I was the
+one that stood your friend, and that I was Miss Alice's friend
+too.
+
+"She was never happy at home, Miss Alice wasn't, from the time
+that her father married again. She was slighted like and had no
+say in anything, but it never really became bad for her until
+after she met Mr. Fowler at a friend's house. As well as I could
+learn, Miss Alice had rights of her own by will, but she was so
+quiet and patient, she was, that she never said a word about them
+but just left everything in Mr. Rucastle's hands. He knew he was
+safe with her; but when there was a chance of a husband coming
+forward, who would ask for all that the law would give him, then
+her father thought it time to put a stop on it. He wanted her to
+sign a paper, so that whether she married or not, he could use
+her money. When she wouldn't do it, he kept on worrying her until
+she got brain-fever, and for six weeks was at death's door. Then
+she got better at last, all worn to a shadow, and with her
+beautiful hair cut off; but that didn't make no change in her
+young man, and he stuck to her as true as man could be."
+
+"Ah," said Holmes, "I think that what you have been good enough
+to tell us makes the matter fairly clear, and that I can deduce
+all that remains. Mr. Rucastle then, I presume, took to this
+system of imprisonment?"
+
+"Yes, sir."
+
+"And brought Miss Hunter down from London in order to get rid of
+the disagreeable persistence of Mr. Fowler."
+
+"That was it, sir."
+
+"But Mr. Fowler being a persevering man, as a good seaman should
+be, blockaded the house, and having met you succeeded by certain
+arguments, metallic or otherwise, in convincing you that your
+interests were the same as his."
+
+"Mr. Fowler was a very kind-spoken, free-handed gentleman," said
+Mrs. Toller serenely.
+
+"And in this way he managed that your good man should have no
+want of drink, and that a ladder should be ready at the moment
+when your master had gone out."
+
+"You have it, sir, just as it happened."
+
+"I am sure we owe you an apology, Mrs. Toller," said Holmes, "for
+you have certainly cleared up everything which puzzled us. And
+here comes the country surgeon and Mrs. Rucastle, so I think,
+Watson, that we had best escort Miss Hunter back to Winchester,
+as it seems to me that our locus standi now is rather a
+questionable one."
+
+And thus was solved the mystery of the sinister house with the
+copper beeches in front of the door. Mr. Rucastle survived, but
+was always a broken man, kept alive solely through the care of
+his devoted wife. They still live with their old servants, who
+probably know so much of Rucastle's past life that he finds it
+difficult to part from them. Mr. Fowler and Miss Rucastle were
+married, by special license, in Southampton the day after their
+flight, and he is now the holder of a government appointment in
+the island of Mauritius. As to Miss Violet Hunter, my friend
+Holmes, rather to my disappointment, manifested no further
+interest in her when once she had ceased to be the centre of one
+of his problems, and she is now the head of a private school at
+Walsall, where I believe that she has met with considerable success.
+
+
+
+
+
+
+
+
+
+End of the Project Gutenberg EBook of The Adventures of Sherlock Holmes, by 
+Arthur Conan Doyle
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+Project Gutenberg's Memoirs of Sherlock Holmes, by Sir Arthur Conan Doyle
+
+This eBook is for the use of anyone anywhere at no cost and with
+almost no restrictions whatsoever.  You may copy it, give it away or
+re-use it under the terms of the Project Gutenberg License included
+with this eBook or online at www.gutenberg.org
+
+
+Title: Memoirs of Sherlock Holmes
+
+Author: Sir Arthur Conan Doyle
+
+Posting Date: July 31, 2008 [EBook #834]
+Release Date: March, 1997
+[This file last updated on August 16, 2010]
+
+Language: English
+
+
+*** START OF THIS PROJECT GUTENBERG EBOOK MEMOIRS OF SHERLOCK HOLMES ***
+
+
+
+
+Produced by Angela M. Cable
+
+
+
+
+
+MEMOIRS OF SHERLOCK HOLMES
+
+by Sir Arthur Conan Doyle
+
+
+
+
+Adventure I. Silver Blaze
+
+
+"I am afraid, Watson, that I shall have to go," said Holmes, as we sat
+down together to our breakfast one morning.
+
+"Go! Where to?"
+
+"To Dartmoor; to King's Pyland."
+
+I was not surprised. Indeed, my only wonder was that he had not already
+been mixed up in this extraordinary case, which was the one topic of
+conversation through the length and breadth of England. For a whole day
+my companion had rambled about the room with his chin upon his chest and
+his brows knitted, charging and recharging his pipe with the strongest
+black tobacco, and absolutely deaf to any of my questions or remarks.
+Fresh editions of every paper had been sent up by our news agent, only
+to be glanced over and tossed down into a corner. Yet, silent as he was,
+I knew perfectly well what it was over which he was brooding. There was
+but one problem before the public which could challenge his powers of
+analysis, and that was the singular disappearance of the favorite for
+the Wessex Cup, and the tragic murder of its trainer. When, therefore,
+he suddenly announced his intention of setting out for the scene of the
+drama it was only what I had both expected and hoped for.
+
+"I should be most happy to go down with you if I should not be in the
+way," said I.
+
+"My dear Watson, you would confer a great favor upon me by coming. And
+I think that your time will not be misspent, for there are points about
+the case which promise to make it an absolutely unique one. We have, I
+think, just time to catch our train at Paddington, and I will go further
+into the matter upon our journey. You would oblige me by bringing with
+you your very excellent field-glass."
+
+And so it happened that an hour or so later I found myself in the
+corner of a first-class carriage flying along en route for Exeter, while
+Sherlock Holmes, with his sharp, eager face framed in his ear-flapped
+travelling-cap, dipped rapidly into the bundle of fresh papers which he
+had procured at Paddington. We had left Reading far behind us before
+he thrust the last one of them under the seat, and offered me his
+cigar-case.
+
+"We are going well," said he, looking out the window and glancing at his
+watch. "Our rate at present is fifty-three and a half miles an hour."
+
+"I have not observed the quarter-mile posts," said I.
+
+"Nor have I. But the telegraph posts upon this line are sixty yards
+apart, and the calculation is a simple one. I presume that you
+have looked into this matter of the murder of John Straker and the
+disappearance of Silver Blaze?"
+
+"I have seen what the Telegraph and the Chronicle have to say."
+
+"It is one of those cases where the art of the reasoner should be
+used rather for the sifting of details than for the acquiring of fresh
+evidence. The tragedy has been so uncommon, so complete and of such
+personal importance to so many people, that we are suffering from a
+plethora of surmise, conjecture, and hypothesis. The difficulty is to
+detach the framework of fact--of absolute undeniable fact--from the
+embellishments of theorists and reporters. Then, having established
+ourselves upon this sound basis, it is our duty to see what inferences
+may be drawn and what are the special points upon which the whole
+mystery turns. On Tuesday evening I received telegrams from both Colonel
+Ross, the owner of the horse, and from Inspector Gregory, who is looking
+after the case, inviting my cooperation."
+
+"Tuesday evening!" I exclaimed. "And this is Thursday morning. Why
+didn't you go down yesterday?"
+
+"Because I made a blunder, my dear Watson--which is, I am afraid, a more
+common occurrence than any one would think who only knew me through your
+memoirs. The fact is that I could not believe it possible that the most
+remarkable horse in England could long remain concealed, especially in
+so sparsely inhabited a place as the north of Dartmoor. From hour to
+hour yesterday I expected to hear that he had been found, and that
+his abductor was the murderer of John Straker. When, however, another
+morning had come, and I found that beyond the arrest of young Fitzroy
+Simpson nothing had been done, I felt that it was time for me to take
+action. Yet in some ways I feel that yesterday has not been wasted."
+
+"You have formed a theory, then?"
+
+"At least I have got a grip of the essential facts of the case. I shall
+enumerate them to you, for nothing clears up a case so much as stating
+it to another person, and I can hardly expect your co-operation if I do
+not show you the position from which we start."
+
+I lay back against the cushions, puffing at my cigar, while Holmes,
+leaning forward, with his long, thin forefinger checking off the points
+upon the palm of his left hand, gave me a sketch of the events which had
+led to our journey.
+
+"Silver Blaze," said he, "is from the Somomy stock, and holds as
+brilliant a record as his famous ancestor. He is now in his fifth year,
+and has brought in turn each of the prizes of the turf to Colonel Ross,
+his fortunate owner. Up to the time of the catastrophe he was the first
+favorite for the Wessex Cup, the betting being three to one on him. He
+has always, however, been a prime favorite with the racing public, and
+has never yet disappointed them, so that even at those odds enormous
+sums of money have been laid upon him. It is obvious, therefore, that
+there were many people who had the strongest interest in preventing
+Silver Blaze from being there at the fall of the flag next Tuesday.
+
+"The fact was, of course, appreciated at King's Pyland, where the
+Colonel's training-stable is situated. Every precaution was taken to
+guard the favorite. The trainer, John Straker, is a retired jockey
+who rode in Colonel Ross's colors before he became too heavy for the
+weighing-chair. He has served the Colonel for five years as jockey and
+for seven as trainer, and has always shown himself to be a zealous and
+honest servant. Under him were three lads; for the establishment was a
+small one, containing only four horses in all. One of these lads sat up
+each night in the stable, while the others slept in the loft. All three
+bore excellent characters. John Straker, who is a married man, lived
+in a small villa about two hundred yards from the stables. He has no
+children, keeps one maid-servant, and is comfortably off. The country
+round is very lonely, but about half a mile to the north there is a
+small cluster of villas which have been built by a Tavistock contractor
+for the use of invalids and others who may wish to enjoy the pure
+Dartmoor air. Tavistock itself lies two miles to the west, while
+across the moor, also about two miles distant, is the larger training
+establishment of Mapleton, which belongs to Lord Backwater, and is
+managed by Silas Brown. In every other direction the moor is a complete
+wilderness, inhabited only by a few roaming gypsies. Such was the
+general situation last Monday night when the catastrophe occurred.
+
+"On that evening the horses had been exercised and watered as usual, and
+the stables were locked up at nine o'clock. Two of the lads walked up
+to the trainer's house, where they had supper in the kitchen, while the
+third, Ned Hunter, remained on guard. At a few minutes after nine
+the maid, Edith Baxter, carried down to the stables his supper, which
+consisted of a dish of curried mutton. She took no liquid, as there was
+a water-tap in the stables, and it was the rule that the lad on duty
+should drink nothing else. The maid carried a lantern with her, as it
+was very dark and the path ran across the open moor.
+
+"Edith Baxter was within thirty yards of the stables, when a man
+appeared out of the darkness and called to her to stop. As he stepped
+into the circle of yellow light thrown by the lantern she saw that he
+was a person of gentlemanly bearing, dressed in a gray suit of tweeds,
+with a cloth cap. He wore gaiters, and carried a heavy stick with a knob
+to it. She was most impressed, however, by the extreme pallor of his
+face and by the nervousness of his manner. His age, she thought, would
+be rather over thirty than under it.
+
+"'Can you tell me where I am?' he asked. 'I had almost made up my mind
+to sleep on the moor, when I saw the light of your lantern.'
+
+"'You are close to the King's Pyland training-stables,' said she.
+
+"'Oh, indeed! What a stroke of luck!' he cried. 'I understand that a
+stable-boy sleeps there alone every night. Perhaps that is his supper
+which you are carrying to him. Now I am sure that you would not be too
+proud to earn the price of a new dress, would you?' He took a piece of
+white paper folded up out of his waistcoat pocket. 'See that the boy
+has this to-night, and you shall have the prettiest frock that money can
+buy.'
+
+"She was frightened by the earnestness of his manner, and ran past him
+to the window through which she was accustomed to hand the meals. It was
+already opened, and Hunter was seated at the small table inside. She had
+begun to tell him of what had happened, when the stranger came up again.
+
+"'Good-evening,' said he, looking through the window. 'I wanted to have
+a word with you.' The girl has sworn that as he spoke she noticed the
+corner of the little paper packet protruding from his closed hand.
+
+"'What business have you here?' asked the lad.
+
+"'It's business that may put something into your pocket,' said the
+other. 'You've two horses in for the Wessex Cup--Silver Blaze and
+Bayard. Let me have the straight tip and you won't be a loser. Is it a
+fact that at the weights Bayard could give the other a hundred yards in
+five furlongs, and that the stable have put their money on him?'
+
+"'So, you're one of those damned touts!' cried the lad. 'I'll show you
+how we serve them in King's Pyland.' He sprang up and rushed across the
+stable to unloose the dog. The girl fled away to the house, but as she
+ran she looked back and saw that the stranger was leaning through the
+window. A minute later, however, when Hunter rushed out with the hound
+he was gone, and though he ran all round the buildings he failed to find
+any trace of him."
+
+"One moment," I asked. "Did the stable-boy, when he ran out with the
+dog, leave the door unlocked behind him?"
+
+"Excellent, Watson, excellent!" murmured my companion. "The importance
+of the point struck me so forcibly that I sent a special wire to
+Dartmoor yesterday to clear the matter up. The boy locked the door
+before he left it. The window, I may add, was not large enough for a man
+to get through.
+
+"Hunter waited until his fellow-grooms had returned, when he sent a
+message to the trainer and told him what had occurred. Straker was
+excited at hearing the account, although he does not seem to have quite
+realized its true significance. It left him, however, vaguely uneasy,
+and Mrs. Straker, waking at one in the morning, found that he was
+dressing. In reply to her inquiries, he said that he could not sleep on
+account of his anxiety about the horses, and that he intended to walk
+down to the stables to see that all was well. She begged him to remain
+at home, as she could hear the rain pattering against the window, but in
+spite of her entreaties he pulled on his large mackintosh and left the
+house.
+
+"Mrs. Straker awoke at seven in the morning, to find that her husband
+had not yet returned. She dressed herself hastily, called the maid, and
+set off for the stables. The door was open; inside, huddled together
+upon a chair, Hunter was sunk in a state of absolute stupor, the
+favorite's stall was empty, and there were no signs of his trainer.
+
+"The two lads who slept in the chaff-cutting loft above the harness-room
+were quickly aroused. They had heard nothing during the night, for they
+are both sound sleepers. Hunter was obviously under the influence of
+some powerful drug, and as no sense could be got out of him, he was left
+to sleep it off while the two lads and the two women ran out in search
+of the absentees. They still had hopes that the trainer had for some
+reason taken out the horse for early exercise, but on ascending the
+knoll near the house, from which all the neighboring moors were visible,
+they not only could see no signs of the missing favorite, but they
+perceived something which warned them that they were in the presence of
+a tragedy.
+
+"About a quarter of a mile from the stables John Straker's overcoat was
+flapping from a furze-bush. Immediately beyond there was a bowl-shaped
+depression in the moor, and at the bottom of this was found the dead
+body of the unfortunate trainer. His head had been shattered by a savage
+blow from some heavy weapon, and he was wounded on the thigh, where
+there was a long, clean cut, inflicted evidently by some very sharp
+instrument. It was clear, however, that Straker had defended himself
+vigorously against his assailants, for in his right hand he held a small
+knife, which was clotted with blood up to the handle, while in his left
+he clasped a red and black silk cravat, which was recognized by the maid
+as having been worn on the preceding evening by the stranger who had
+visited the stables. Hunter, on recovering from his stupor, was also
+quite positive as to the ownership of the cravat. He was equally certain
+that the same stranger had, while standing at the window, drugged his
+curried mutton, and so deprived the stables of their watchman. As to the
+missing horse, there were abundant proofs in the mud which lay at the
+bottom of the fatal hollow that he had been there at the time of the
+struggle. But from that morning he has disappeared, and although a large
+reward has been offered, and all the gypsies of Dartmoor are on the
+alert, no news has come of him. Finally, an analysis has shown that
+the remains of his supper left by the stable-lad contain an appreciable
+quantity of powdered opium, while the people at the house partook of the
+same dish on the same night without any ill effect.
+
+"Those are the main facts of the case, stripped of all surmise, and
+stated as baldly as possible. I shall now recapitulate what the police
+have done in the matter.
+
+"Inspector Gregory, to whom the case has been committed, is an extremely
+competent officer. Were he but gifted with imagination he might rise to
+great heights in his profession. On his arrival he promptly found and
+arrested the man upon whom suspicion naturally rested. There was little
+difficulty in finding him, for he inhabited one of those villas which I
+have mentioned. His name, it appears, was Fitzroy Simpson. He was a man
+of excellent birth and education, who had squandered a fortune upon the
+turf, and who lived now by doing a little quiet and genteel book-making
+in the sporting clubs of London. An examination of his betting-book
+shows that bets to the amount of five thousand pounds had been
+registered by him against the favorite. On being arrested he volunteered
+that statement that he had come down to Dartmoor in the hope of
+getting some information about the King's Pyland horses, and also about
+Desborough, the second favorite, which was in charge of Silas Brown at
+the Mapleton stables. He did not attempt to deny that he had acted as
+described upon the evening before, but declared that he had no sinister
+designs, and had simply wished to obtain first-hand information. When
+confronted with his cravat, he turned very pale, and was utterly unable
+to account for its presence in the hand of the murdered man. His wet
+clothing showed that he had been out in the storm of the night before,
+and his stick, which was a Penang-lawyer weighted with lead, was just
+such a weapon as might, by repeated blows, have inflicted the terrible
+injuries to which the trainer had succumbed. On the other hand, there
+was no wound upon his person, while the state of Straker's knife would
+show that one at least of his assailants must bear his mark upon him.
+There you have it all in a nutshell, Watson, and if you can give me any
+light I shall be infinitely obliged to you."
+
+I had listened with the greatest interest to the statement which Holmes,
+with characteristic clearness, had laid before me. Though most of the
+facts were familiar to me, I had not sufficiently appreciated their
+relative importance, nor their connection to each other.
+
+"Is it not possible," I suggested, "that the incised wound upon Straker
+may have been caused by his own knife in the convulsive struggles which
+follow any brain injury?"
+
+"It is more than possible; it is probable," said Holmes. "In that case
+one of the main points in favor of the accused disappears."
+
+"And yet," said I, "even now I fail to understand what the theory of the
+police can be."
+
+"I am afraid that whatever theory we state has very grave objections to
+it," returned my companion. "The police imagine, I take it, that this
+Fitzroy Simpson, having drugged the lad, and having in some way obtained
+a duplicate key, opened the stable door and took out the horse, with
+the intention, apparently, of kidnapping him altogether. His bridle is
+missing, so that Simpson must have put this on. Then, having left the
+door open behind him, he was leading the horse away over the moor, when
+he was either met or overtaken by the trainer. A row naturally ensued.
+Simpson beat out the trainer's brains with his heavy stick without
+receiving any injury from the small knife which Straker used in
+self-defence, and then the thief either led the horse on to some secret
+hiding-place, or else it may have bolted during the struggle, and be
+now wandering out on the moors. That is the case as it appears to
+the police, and improbable as it is, all other explanations are more
+improbable still. However, I shall very quickly test the matter when I
+am once upon the spot, and until then I cannot really see how we can get
+much further than our present position."
+
+It was evening before we reached the little town of Tavistock, which
+lies, like the boss of a shield, in the middle of the huge circle of
+Dartmoor. Two gentlemen were awaiting us in the station--the one a tall,
+fair man with lion-like hair and beard and curiously penetrating light
+blue eyes; the other a small, alert person, very neat and dapper, in a
+frock-coat and gaiters, with trim little side-whiskers and an eye-glass.
+The latter was Colonel Ross, the well-known sportsman; the other,
+Inspector Gregory, a man who was rapidly making his name in the English
+detective service.
+
+"I am delighted that you have come down, Mr. Holmes," said the Colonel.
+"The Inspector here has done all that could possibly be suggested, but I
+wish to leave no stone unturned in trying to avenge poor Straker and in
+recovering my horse."
+
+"Have there been any fresh developments?" asked Holmes.
+
+"I am sorry to say that we have made very little progress," said the
+Inspector. "We have an open carriage outside, and as you would no doubt
+like to see the place before the light fails, we might talk it over as
+we drive."
+
+A minute later we were all seated in a comfortable landau, and were
+rattling through the quaint old Devonshire city. Inspector Gregory was
+full of his case, and poured out a stream of remarks, while Holmes threw
+in an occasional question or interjection. Colonel Ross leaned back with
+his arms folded and his hat tilted over his eyes, while I listened with
+interest to the dialogue of the two detectives. Gregory was formulating
+his theory, which was almost exactly what Holmes had foretold in the
+train.
+
+"The net is drawn pretty close round Fitzroy Simpson," he remarked, "and
+I believe myself that he is our man. At the same time I recognize that
+the evidence is purely circumstantial, and that some new development may
+upset it."
+
+"How about Straker's knife?"
+
+"We have quite come to the conclusion that he wounded himself in his
+fall."
+
+"My friend Dr. Watson made that suggestion to me as we came down. If so,
+it would tell against this man Simpson."
+
+"Undoubtedly. He has neither a knife nor any sign of a wound. The
+evidence against him is certainly very strong. He had a great interest
+in the disappearance of the favorite. He lies under suspicion of having
+poisoned the stable-boy, he was undoubtedly out in the storm, he was
+armed with a heavy stick, and his cravat was found in the dead man's
+hand. I really think we have enough to go before a jury."
+
+Holmes shook his head. "A clever counsel would tear it all to rags,"
+said he. "Why should he take the horse out of the stable? If he wished
+to injure it why could he not do it there? Has a duplicate key been
+found in his possession? What chemist sold him the powdered opium? Above
+all, where could he, a stranger to the district, hide a horse, and such
+a horse as this? What is his own explanation as to the paper which he
+wished the maid to give to the stable-boy?"
+
+"He says that it was a ten-pound note. One was found in his purse. But
+your other difficulties are not so formidable as they seem. He is not
+a stranger to the district. He has twice lodged at Tavistock in the
+summer. The opium was probably brought from London. The key, having
+served its purpose, would be hurled away. The horse may be at the bottom
+of one of the pits or old mines upon the moor."
+
+"What does he say about the cravat?"
+
+"He acknowledges that it is his, and declares that he had lost it. But a
+new element has been introduced into the case which may account for his
+leading the horse from the stable."
+
+Holmes pricked up his ears.
+
+"We have found traces which show that a party of gypsies encamped on
+Monday night within a mile of the spot where the murder took place. On
+Tuesday they were gone. Now, presuming that there was some understanding
+between Simpson and these gypsies, might he not have been leading the
+horse to them when he was overtaken, and may they not have him now?"
+
+"It is certainly possible."
+
+"The moor is being scoured for these gypsies. I have also examined every
+stable and out-house in Tavistock, and for a radius of ten miles."
+
+"There is another training-stable quite close, I understand?"
+
+"Yes, and that is a factor which we must certainly not neglect. As
+Desborough, their horse, was second in the betting, they had an interest
+in the disappearance of the favorite. Silas Brown, the trainer, is known
+to have had large bets upon the event, and he was no friend to poor
+Straker. We have, however, examined the stables, and there is nothing to
+connect him with the affair."
+
+"And nothing to connect this man Simpson with the interests of the
+Mapleton stables?"
+
+"Nothing at all."
+
+Holmes leaned back in the carriage, and the conversation ceased. A few
+minutes later our driver pulled up at a neat little red-brick villa with
+overhanging eaves which stood by the road. Some distance off, across a
+paddock, lay a long gray-tiled out-building. In every other direction
+the low curves of the moor, bronze-colored from the fading ferns,
+stretched away to the sky-line, broken only by the steeples of
+Tavistock, and by a cluster of houses away to the westward which marked
+the Mapleton stables. We all sprang out with the exception of Holmes,
+who continued to lean back with his eyes fixed upon the sky in front of
+him, entirely absorbed in his own thoughts. It was only when I touched
+his arm that he roused himself with a violent start and stepped out of
+the carriage.
+
+"Excuse me," said he, turning to Colonel Ross, who had looked at him in
+some surprise. "I was day-dreaming." There was a gleam in his eyes and a
+suppressed excitement in his manner which convinced me, used as I was
+to his ways, that his hand was upon a clue, though I could not imagine
+where he had found it.
+
+"Perhaps you would prefer at once to go on to the scene of the crime,
+Mr. Holmes?" said Gregory.
+
+"I think that I should prefer to stay here a little and go into one or
+two questions of detail. Straker was brought back here, I presume?"
+
+"Yes; he lies upstairs. The inquest is to-morrow."
+
+"He has been in your service some years, Colonel Ross?"
+
+"I have always found him an excellent servant."
+
+"I presume that you made an inventory of what he had in his pockets at
+the time of his death, Inspector?"
+
+"I have the things themselves in the sitting-room, if you would care to
+see them."
+
+"I should be very glad." We all filed into the front room and sat round
+the central table while the Inspector unlocked a square tin box and laid
+a small heap of things before us. There was a box of vestas, two inches
+of tallow candle, an A D P brier-root pipe, a pouch of seal-skin with
+half an ounce of long-cut Cavendish, a silver watch with a gold chain,
+five sovereigns in gold, an aluminum pencil-case, a few papers, and an
+ivory-handled knife with a very delicate, inflexible blade marked Weiss
+& Co., London.
+
+"This is a very singular knife," said Holmes, lifting it up and
+examining it minutely. "I presume, as I see blood-stains upon it, that
+it is the one which was found in the dead man's grasp. Watson, this
+knife is surely in your line?"
+
+"It is what we call a cataract knife," said I.
+
+"I thought so. A very delicate blade devised for very delicate work.
+A strange thing for a man to carry with him upon a rough expedition,
+especially as it would not shut in his pocket."
+
+"The tip was guarded by a disk of cork which we found beside his body,"
+said the Inspector. "His wife tells us that the knife had lain upon the
+dressing-table, and that he had picked it up as he left the room. It was
+a poor weapon, but perhaps the best that he could lay his hands on at
+the moment."
+
+"Very possible. How about these papers?"
+
+"Three of them are receipted hay-dealers' accounts. One of them is a
+letter of instructions from Colonel Ross. This other is a milliner's
+account for thirty-seven pounds fifteen made out by Madame Lesurier,
+of Bond Street, to William Derbyshire. Mrs. Straker tells us that
+Derbyshire was a friend of her husband's and that occasionally his
+letters were addressed here."
+
+"Madam Derbyshire had somewhat expensive tastes," remarked Holmes,
+glancing down the account. "Twenty-two guineas is rather heavy for a
+single costume. However there appears to be nothing more to learn, and
+we may now go down to the scene of the crime."
+
+As we emerged from the sitting-room a woman, who had been waiting in
+the passage, took a step forward and laid her hand upon the Inspector's
+sleeve. Her face was haggard and thin and eager, stamped with the print
+of a recent horror.
+
+"Have you got them? Have you found them?" she panted.
+
+"No, Mrs. Straker. But Mr. Holmes here has come from London to help us,
+and we shall do all that is possible."
+
+"Surely I met you in Plymouth at a garden-party some little time ago,
+Mrs. Straker?" said Holmes.
+
+"No, sir; you are mistaken."
+
+"Dear me! Why, I could have sworn to it. You wore a costume of
+dove-colored silk with ostrich-feather trimming."
+
+"I never had such a dress, sir," answered the lady.
+
+"Ah, that quite settles it," said Holmes. And with an apology he
+followed the Inspector outside. A short walk across the moor took us to
+the hollow in which the body had been found. At the brink of it was the
+furze-bush upon which the coat had been hung.
+
+"There was no wind that night, I understand," said Holmes.
+
+"None; but very heavy rain."
+
+"In that case the overcoat was not blown against the furze-bush, but
+placed there."
+
+"Yes, it was laid across the bush."
+
+"You fill me with interest, I perceive that the ground has been trampled
+up a good deal. No doubt many feet have been here since Monday night."
+
+"A piece of matting has been laid here at the side, and we have all
+stood upon that."
+
+"Excellent."
+
+"In this bag I have one of the boots which Straker wore, one of Fitzroy
+Simpson's shoes, and a cast horseshoe of Silver Blaze."
+
+"My dear Inspector, you surpass yourself!" Holmes took the bag, and,
+descending into the hollow, he pushed the matting into a more central
+position. Then stretching himself upon his face and leaning his chin
+upon his hands, he made a careful study of the trampled mud in front of
+him. "Hullo!" said he, suddenly. "What's this?" It was a wax vesta half
+burned, which was so coated with mud that it looked at first like a
+little chip of wood.
+
+"I cannot think how I came to overlook it," said the Inspector, with an
+expression of annoyance.
+
+"It was invisible, buried in the mud. I only saw it because I was
+looking for it."
+
+"What! You expected to find it?"
+
+"I thought it not unlikely."
+
+He took the boots from the bag, and compared the impressions of each of
+them with marks upon the ground. Then he clambered up to the rim of the
+hollow, and crawled about among the ferns and bushes.
+
+"I am afraid that there are no more tracks," said the Inspector. "I
+have examined the ground very carefully for a hundred yards in each
+direction."
+
+"Indeed!" said Holmes, rising. "I should not have the impertinence to
+do it again after what you say. But I should like to take a little walk
+over the moor before it grows dark, that I may know my ground to-morrow,
+and I think that I shall put this horseshoe into my pocket for luck."
+
+Colonel Ross, who had shown some signs of impatience at my companion's
+quiet and systematic method of work, glanced at his watch. "I wish you
+would come back with me, Inspector," said he. "There are several points
+on which I should like your advice, and especially as to whether we do
+not owe it to the public to remove our horse's name from the entries for
+the Cup."
+
+"Certainly not," cried Holmes, with decision. "I should let the name
+stand."
+
+The Colonel bowed. "I am very glad to have had your opinion, sir," said
+he. "You will find us at poor Straker's house when you have finished
+your walk, and we can drive together into Tavistock."
+
+He turned back with the Inspector, while Holmes and I walked slowly
+across the moor. The sun was beginning to sink behind the stables of
+Mapleton, and the long, sloping plain in front of us was tinged with
+gold, deepening into rich, ruddy browns where the faded ferns and
+brambles caught the evening light. But the glories of the landscape were
+all wasted upon my companion, who was sunk in the deepest thought.
+
+"It's this way, Watson," said he at last. "We may leave the question
+of who killed John Straker for the instant, and confine ourselves to
+finding out what has become of the horse. Now, supposing that he broke
+away during or after the tragedy, where could he have gone to? The horse
+is a very gregarious creature. If left to himself his instincts would
+have been either to return to King's Pyland or go over to Mapleton. Why
+should he run wild upon the moor? He would surely have been seen by now.
+And why should gypsies kidnap him? These people always clear out when
+they hear of trouble, for they do not wish to be pestered by the police.
+They could not hope to sell such a horse. They would run a great risk
+and gain nothing by taking him. Surely that is clear."
+
+"Where is he, then?"
+
+"I have already said that he must have gone to King's Pyland or to
+Mapleton. He is not at King's Pyland. Therefore he is at Mapleton. Let
+us take that as a working hypothesis and see what it leads us to. This
+part of the moor, as the Inspector remarked, is very hard and dry. But
+it falls away towards Mapleton, and you can see from here that there
+is a long hollow over yonder, which must have been very wet on Monday
+night. If our supposition is correct, then the horse must have crossed
+that, and there is the point where we should look for his tracks."
+
+We had been walking briskly during this conversation, and a few more
+minutes brought us to the hollow in question. At Holmes' request I
+walked down the bank to the right, and he to the left, but I had not
+taken fifty paces before I heard him give a shout, and saw him waving
+his hand to me. The track of a horse was plainly outlined in the soft
+earth in front of him, and the shoe which he took from his pocket
+exactly fitted the impression.
+
+"See the value of imagination," said Holmes. "It is the one quality
+which Gregory lacks. We imagined what might have happened, acted upon
+the supposition, and find ourselves justified. Let us proceed."
+
+We crossed the marshy bottom and passed over a quarter of a mile of dry,
+hard turf. Again the ground sloped, and again we came on the tracks.
+Then we lost them for half a mile, but only to pick them up once more
+quite close to Mapleton. It was Holmes who saw them first, and he stood
+pointing with a look of triumph upon his face. A man's track was visible
+beside the horse's.
+
+"The horse was alone before," I cried.
+
+"Quite so. It was alone before. Hullo, what is this?"
+
+The double track turned sharp off and took the direction of King's
+Pyland. Holmes whistled, and we both followed along after it. His eyes
+were on the trail, but I happened to look a little to one side, and
+saw to my surprise the same tracks coming back again in the opposite
+direction.
+
+"One for you, Watson," said Holmes, when I pointed it out. "You have
+saved us a long walk, which would have brought us back on our own
+traces. Let us follow the return track."
+
+We had not to go far. It ended at the paving of asphalt which led up
+to the gates of the Mapleton stables. As we approached, a groom ran out
+from them.
+
+"We don't want any loiterers about here," said he.
+
+"I only wished to ask a question," said Holmes, with his finger and
+thumb in his waistcoat pocket. "Should I be too early to see your
+master, Mr. Silas Brown, if I were to call at five o'clock to-morrow
+morning?"
+
+"Bless you, sir, if any one is about he will be, for he is always
+the first stirring. But here he is, sir, to answer your questions for
+himself. No, sir, no; it is as much as my place is worth to let him see
+me touch your money. Afterwards, if you like."
+
+As Sherlock Holmes replaced the half-crown which he had drawn from his
+pocket, a fierce-looking elderly man strode out from the gate with a
+hunting-crop swinging in his hand.
+
+"What's this, Dawson!" he cried. "No gossiping! Go about your business!
+And you, what the devil do you want here?"
+
+"Ten minutes' talk with you, my good sir," said Holmes in the sweetest
+of voices.
+
+"I've no time to talk to every gadabout. We want no stranger here. Be
+off, or you may find a dog at your heels."
+
+Holmes leaned forward and whispered something in the trainer's ear. He
+started violently and flushed to the temples.
+
+"It's a lie!" he shouted, "an infernal lie!"
+
+"Very good. Shall we argue about it here in public or talk it over in
+your parlor?"
+
+"Oh, come in if you wish to."
+
+Holmes smiled. "I shall not keep you more than a few minutes, Watson,"
+said he. "Now, Mr. Brown, I am quite at your disposal."
+
+It was twenty minutes, and the reds had all faded into grays before
+Holmes and the trainer reappeared. Never have I seen such a change as
+had been brought about in Silas Brown in that short time. His face was
+ashy pale, beads of perspiration shone upon his brow, and his hands
+shook until the hunting-crop wagged like a branch in the wind. His
+bullying, overbearing manner was all gone too, and he cringed along at
+my companion's side like a dog with its master.
+
+"Your instructions will be done. It shall all be done," said he.
+
+"There must be no mistake," said Holmes, looking round at him. The other
+winced as he read the menace in his eyes.
+
+"Oh no, there shall be no mistake. It shall be there. Should I change it
+first or not?"
+
+Holmes thought a little and then burst out laughing. "No, don't," said
+he; "I shall write to you about it. No tricks, now, or--"
+
+"Oh, you can trust me, you can trust me!"
+
+"Yes, I think I can. Well, you shall hear from me to-morrow." He turned
+upon his heel, disregarding the trembling hand which the other held out
+to him, and we set off for King's Pyland.
+
+"A more perfect compound of the bully, coward, and sneak than Master
+Silas Brown I have seldom met with," remarked Holmes as we trudged along
+together.
+
+"He has the horse, then?"
+
+"He tried to bluster out of it, but I described to him so exactly what
+his actions had been upon that morning that he is convinced that I was
+watching him. Of course you observed the peculiarly square toes in the
+impressions, and that his own boots exactly corresponded to them.
+Again, of course no subordinate would have dared to do such a thing.
+I described to him how, when according to his custom he was the first
+down, he perceived a strange horse wandering over the moor. How he went
+out to it, and his astonishment at recognizing, from the white forehead
+which has given the favorite its name, that chance had put in his power
+the only horse which could beat the one upon which he had put his money.
+Then I described how his first impulse had been to lead him back to
+King's Pyland, and how the devil had shown him how he could hide the
+horse until the race was over, and how he had led it back and concealed
+it at Mapleton. When I told him every detail he gave it up and thought
+only of saving his own skin."
+
+"But his stables had been searched?"
+
+"Oh, an old horse-faker like him has many a dodge."
+
+"But are you not afraid to leave the horse in his power now, since he
+has every interest in injuring it?"
+
+"My dear fellow, he will guard it as the apple of his eye. He knows that
+his only hope of mercy is to produce it safe."
+
+"Colonel Ross did not impress me as a man who would be likely to show
+much mercy in any case."
+
+"The matter does not rest with Colonel Ross. I follow my own methods,
+and tell as much or as little as I choose. That is the advantage of
+being unofficial. I don't know whether you observed it, Watson, but the
+Colonel's manner has been just a trifle cavalier to me. I am inclined
+now to have a little amusement at his expense. Say nothing to him about
+the horse."
+
+"Certainly not without your permission."
+
+"And of course this is all quite a minor point compared to the question
+of who killed John Straker."
+
+"And you will devote yourself to that?"
+
+"On the contrary, we both go back to London by the night train."
+
+I was thunderstruck by my friend's words. We had only been a few hours
+in Devonshire, and that he should give up an investigation which he had
+begun so brilliantly was quite incomprehensible to me. Not a word more
+could I draw from him until we were back at the trainer's house. The
+Colonel and the Inspector were awaiting us in the parlor.
+
+"My friend and I return to town by the night-express," said Holmes. "We
+have had a charming little breath of your beautiful Dartmoor air."
+
+The Inspector opened his eyes, and the Colonel's lip curled in a sneer.
+
+"So you despair of arresting the murderer of poor Straker," said he.
+
+Holmes shrugged his shoulders. "There are certainly grave difficulties
+in the way," said he. "I have every hope, however, that your horse
+will start upon Tuesday, and I beg that you will have your jockey in
+readiness. Might I ask for a photograph of Mr. John Straker?"
+
+The Inspector took one from an envelope and handed it to him.
+
+"My dear Gregory, you anticipate all my wants. If I might ask you to
+wait here for an instant, I have a question which I should like to put
+to the maid."
+
+"I must say that I am rather disappointed in our London consultant,"
+said Colonel Ross, bluntly, as my friend left the room. "I do not see
+that we are any further than when he came."
+
+"At least you have his assurance that your horse will run," said I.
+
+"Yes, I have his assurance," said the Colonel, with a shrug of his
+shoulders. "I should prefer to have the horse."
+
+I was about to make some reply in defence of my friend when he entered
+the room again.
+
+"Now, gentlemen," said he, "I am quite ready for Tavistock."
+
+As we stepped into the carriage one of the stable-lads held the door
+open for us. A sudden idea seemed to occur to Holmes, for he leaned
+forward and touched the lad upon the sleeve.
+
+"You have a few sheep in the paddock," he said. "Who attends to them?"
+
+"I do, sir."
+
+"Have you noticed anything amiss with them of late?"
+
+"Well, sir, not of much account; but three of them have gone lame, sir."
+
+I could see that Holmes was extremely pleased, for he chuckled and
+rubbed his hands together.
+
+"A long shot, Watson; a very long shot," said he, pinching my arm.
+"Gregory, let me recommend to your attention this singular epidemic
+among the sheep. Drive on, coachman!"
+
+Colonel Ross still wore an expression which showed the poor opinion
+which he had formed of my companion's ability, but I saw by the
+Inspector's face that his attention had been keenly aroused.
+
+"You consider that to be important?" he asked.
+
+"Exceedingly so."
+
+"Is there any point to which you would wish to draw my attention?"
+
+"To the curious incident of the dog in the night-time."
+
+"The dog did nothing in the night-time."
+
+"That was the curious incident," remarked Sherlock Holmes.
+
+
+Four days later Holmes and I were again in the train, bound for
+Winchester to see the race for the Wessex Cup. Colonel Ross met us by
+appointment outside the station, and we drove in his drag to the course
+beyond the town. His face was grave, and his manner was cold in the
+extreme.
+
+"I have seen nothing of my horse," said he.
+
+"I suppose that you would know him when you saw him?" asked Holmes.
+
+The Colonel was very angry. "I have been on the turf for twenty years,
+and never was asked such a question as that before," said he. "A
+child would know Silver Blaze, with his white forehead and his mottled
+off-foreleg."
+
+"How is the betting?"
+
+"Well, that is the curious part of it. You could have got fifteen to one
+yesterday, but the price has become shorter and shorter, until you can
+hardly get three to one now."
+
+"Hum!" said Holmes. "Somebody knows something, that is clear."
+
+As the drag drew up in the enclosure near the grand stand I glanced at
+the card to see the entries.
+
+Wessex Plate [it ran] 50 sovs each h ft with 1000 sovs added for four
+and five year olds. Second, L300. Third, L200. New course (one mile and
+five furlongs). Mr. Heath Newton's The Negro. Red cap. Cinnamon jacket.
+Colonel Wardlaw's Pugilist. Pink cap. Blue and black jacket. Lord
+Backwater's Desborough. Yellow cap and sleeves. Colonel Ross's Silver
+Blaze. Black cap. Red jacket. Duke of Balmoral's Iris. Yellow and black
+stripes. Lord Singleford's Rasper. Purple cap. Black sleeves.
+
+"We scratched our other one, and put all hopes on your word," said the
+Colonel. "Why, what is that? Silver Blaze favorite?"
+
+"Five to four against Silver Blaze!" roared the ring. "Five to four
+against Silver Blaze! Five to fifteen against Desborough! Five to four
+on the field!"
+
+"There are the numbers up," I cried. "They are all six there."
+
+"All six there? Then my horse is running," cried the Colonel in great
+agitation. "But I don't see him. My colors have not passed."
+
+"Only five have passed. This must be he."
+
+As I spoke a powerful bay horse swept out from the weighing enclosure
+and cantered past us, bearing on its back the well-known black and red
+of the Colonel.
+
+"That's not my horse," cried the owner. "That beast has not a white hair
+upon its body. What is this that you have done, Mr. Holmes?"
+
+"Well, well, let us see how he gets on," said my friend, imperturbably.
+For a few minutes he gazed through my field-glass. "Capital! An
+excellent start!" he cried suddenly. "There they are, coming round the
+curve!"
+
+From our drag we had a superb view as they came up the straight. The six
+horses were so close together that a carpet could have covered them,
+but half way up the yellow of the Mapleton stable showed to the front.
+Before they reached us, however, Desborough's bolt was shot, and the
+Colonel's horse, coming away with a rush, passed the post a good six
+lengths before its rival, the Duke of Balmoral's Iris making a bad
+third.
+
+"It's my race, anyhow," gasped the Colonel, passing his hand over his
+eyes. "I confess that I can make neither head nor tail of it. Don't you
+think that you have kept up your mystery long enough, Mr. Holmes?"
+
+"Certainly, Colonel, you shall know everything. Let us all go round and
+have a look at the horse together. Here he is," he continued, as we made
+our way into the weighing enclosure, where only owners and their friends
+find admittance. "You have only to wash his face and his leg in spirits
+of wine, and you will find that he is the same old Silver Blaze as
+ever."
+
+"You take my breath away!"
+
+"I found him in the hands of a faker, and took the liberty of running
+him just as he was sent over."
+
+"My dear sir, you have done wonders. The horse looks very fit and well.
+It never went better in its life. I owe you a thousand apologies
+for having doubted your ability. You have done me a great service by
+recovering my horse. You would do me a greater still if you could lay
+your hands on the murderer of John Straker."
+
+"I have done so," said Holmes quietly.
+
+The Colonel and I stared at him in amazement. "You have got him! Where
+is he, then?"
+
+"He is here."
+
+"Here! Where?"
+
+"In my company at the present moment."
+
+The Colonel flushed angrily. "I quite recognize that I am under
+obligations to you, Mr. Holmes," said he, "but I must regard what you
+have just said as either a very bad joke or an insult."
+
+Sherlock Holmes laughed. "I assure you that I have not associated
+you with the crime, Colonel," said he. "The real murderer is standing
+immediately behind you." He stepped past and laid his hand upon the
+glossy neck of the thoroughbred.
+
+"The horse!" cried both the Colonel and myself.
+
+"Yes, the horse. And it may lessen his guilt if I say that it was
+done in self-defence, and that John Straker was a man who was entirely
+unworthy of your confidence. But there goes the bell, and as I stand
+to win a little on this next race, I shall defer a lengthy explanation
+until a more fitting time."
+
+
+
+We had the corner of a Pullman car to ourselves that evening as we
+whirled back to London, and I fancy that the journey was a short one
+to Colonel Ross as well as to myself, as we listened to our
+companion's narrative of the events which had occurred at the Dartmoor
+training-stables upon the Monday night, and the means by which he had
+unravelled them.
+
+"I confess," said he, "that any theories which I had formed from
+the newspaper reports were entirely erroneous. And yet there were
+indications there, had they not been overlaid by other details which
+concealed their true import. I went to Devonshire with the conviction
+that Fitzroy Simpson was the true culprit, although, of course, I saw
+that the evidence against him was by no means complete. It was while I
+was in the carriage, just as we reached the trainer's house, that the
+immense significance of the curried mutton occurred to me. You may
+remember that I was distrait, and remained sitting after you had all
+alighted. I was marvelling in my own mind how I could possibly have
+overlooked so obvious a clue."
+
+"I confess," said the Colonel, "that even now I cannot see how it helps
+us."
+
+"It was the first link in my chain of reasoning. Powdered opium is by no
+means tasteless. The flavor is not disagreeable, but it is perceptible.
+Were it mixed with any ordinary dish the eater would undoubtedly detect
+it, and would probably eat no more. A curry was exactly the medium
+which would disguise this taste. By no possible supposition could
+this stranger, Fitzroy Simpson, have caused curry to be served in
+the trainer's family that night, and it is surely too monstrous a
+coincidence to suppose that he happened to come along with powdered
+opium upon the very night when a dish happened to be served which would
+disguise the flavor. That is unthinkable. Therefore Simpson becomes
+eliminated from the case, and our attention centers upon Straker and
+his wife, the only two people who could have chosen curried mutton for
+supper that night. The opium was added after the dish was set aside
+for the stable-boy, for the others had the same for supper with no ill
+effects. Which of them, then, had access to that dish without the maid
+seeing them?
+
+"Before deciding that question I had grasped the significance of the
+silence of the dog, for one true inference invariably suggests others.
+The Simpson incident had shown me that a dog was kept in the stables,
+and yet, though some one had been in and had fetched out a horse, he
+had not barked enough to arouse the two lads in the loft. Obviously the
+midnight visitor was some one whom the dog knew well.
+
+"I was already convinced, or almost convinced, that John Straker went
+down to the stables in the dead of the night and took out Silver Blaze.
+For what purpose? For a dishonest one, obviously, or why should he drug
+his own stable-boy? And yet I was at a loss to know why. There have been
+cases before now where trainers have made sure of great sums of money
+by laying against their own horses, through agents, and then preventing
+them from winning by fraud. Sometimes it is a pulling jockey. Sometimes
+it is some surer and subtler means. What was it here? I hoped that the
+contents of his pockets might help me to form a conclusion.
+
+"And they did so. You cannot have forgotten the singular knife which was
+found in the dead man's hand, a knife which certainly no sane man would
+choose for a weapon. It was, as Dr. Watson told us, a form of knife
+which is used for the most delicate operations known in surgery. And it
+was to be used for a delicate operation that night. You must know, with
+your wide experience of turf matters, Colonel Ross, that it is possible
+to make a slight nick upon the tendons of a horse's ham, and to do it
+subcutaneously, so as to leave absolutely no trace. A horse so treated
+would develop a slight lameness, which would be put down to a strain in
+exercise or a touch of rheumatism, but never to foul play."
+
+"Villain! Scoundrel!" cried the Colonel.
+
+"We have here the explanation of why John Straker wished to take the
+horse out on to the moor. So spirited a creature would have certainly
+roused the soundest of sleepers when it felt the prick of the knife. It
+was absolutely necessary to do it in the open air."
+
+"I have been blind!" cried the Colonel. "Of course that was why he
+needed the candle, and struck the match."
+
+"Undoubtedly. But in examining his belongings I was fortunate enough to
+discover not only the method of the crime, but even its motives. As a
+man of the world, Colonel, you know that men do not carry other people's
+bills about in their pockets. We have most of us quite enough to do to
+settle our own. I at once concluded that Straker was leading a double
+life, and keeping a second establishment. The nature of the bill showed
+that there was a lady in the case, and one who had expensive tastes.
+Liberal as you are with your servants, one can hardly expect that they
+can buy twenty-guinea walking dresses for their ladies. I questioned
+Mrs. Straker as to the dress without her knowing it, and having
+satisfied myself that it had never reached her, I made a note of the
+milliner's address, and felt that by calling there with Straker's
+photograph I could easily dispose of the mythical Derbyshire.
+
+"From that time on all was plain. Straker had led out the horse to a
+hollow where his light would be invisible. Simpson in his flight had
+dropped his cravat, and Straker had picked it up--with some idea,
+perhaps, that he might use it in securing the horse's leg. Once in the
+hollow, he had got behind the horse and had struck a light; but the
+creature frightened at the sudden glare, and with the strange instinct
+of animals feeling that some mischief was intended, had lashed out, and
+the steel shoe had struck Straker full on the forehead. He had already,
+in spite of the rain, taken off his overcoat in order to do his delicate
+task, and so, as he fell, his knife gashed his thigh. Do I make it
+clear?"
+
+"Wonderful!" cried the Colonel. "Wonderful! You might have been there!"
+
+"My final shot was, I confess a very long one. It struck me that so
+astute a man as Straker would not undertake this delicate tendon-nicking
+without a little practice. What could he practice on? My eyes fell upon
+the sheep, and I asked a question which, rather to my surprise, showed
+that my surmise was correct.
+
+"When I returned to London I called upon the milliner, who had
+recognized Straker as an excellent customer of the name of Derbyshire,
+who had a very dashing wife, with a strong partiality for expensive
+dresses. I have no doubt that this woman had plunged him over head and
+ears in debt, and so led him into this miserable plot."
+
+"You have explained all but one thing," cried the Colonel. "Where was
+the horse?"
+
+"Ah, it bolted, and was cared for by one of your neighbors. We must have
+an amnesty in that direction, I think. This is Clapham Junction, if I am
+not mistaken, and we shall be in Victoria in less than ten minutes. If
+you care to smoke a cigar in our rooms, Colonel, I shall be happy to
+give you any other details which might interest you."
+
+
+
+
+Adventure II. The Yellow Face
+
+
+[In publishing these short sketches based upon the numerous cases in
+which my companion's singular gifts have made us the listeners to, and
+eventually the actors in, some strange drama, it is only natural that I
+should dwell rather upon his successes than upon his failures. And this
+not so much for the sake of his reputation--for, indeed, it was when
+he was at his wits' end that his energy and his versatility were most
+admirable--but because where he failed it happened too often that no one
+else succeeded, and that the tale was left forever without a conclusion.
+Now and again, however, it chanced that even when he erred, the truth
+was still discovered. I have noted of some half-dozen cases of the
+kind; the Adventure of the Musgrave Ritual and that which I am about to
+recount are the two which present the strongest features of interest.]
+
+Sherlock Holmes was a man who seldom took exercise for exercise's sake.
+Few men were capable of greater muscular effort, and he was undoubtedly
+one of the finest boxers of his weight that I have ever seen; but he
+looked upon aimless bodily exertion as a waste of energy, and he seldom
+bestirred himself save when there was some professional object to be
+served. Then he was absolutely untiring and indefatigable. That he
+should have kept himself in training under such circumstances is
+remarkable, but his diet was usually of the sparest, and his habits
+were simple to the verge of austerity. Save for the occasional use of
+cocaine, he had no vices, and he only turned to the drug as a protest
+against the monotony of existence when cases were scanty and the papers
+uninteresting.
+
+One day in early spring he had so far relaxed as to go for a walk with
+me in the Park, where the first faint shoots of green were breaking out
+upon the elms, and the sticky spear-heads of the chestnuts were just
+beginning to burst into their five-fold leaves. For two hours we rambled
+about together, in silence for the most part, as befits two men who know
+each other intimately. It was nearly five before we were back in Baker
+Street once more.
+
+"Beg pardon, sir," said our page-boy, as he opened the door. "There's
+been a gentleman here asking for you, sir."
+
+Holmes glanced reproachfully at me. "So much for afternoon walks!" said
+he. "Has this gentleman gone, then?"
+
+"Yes, sir."
+
+"Didn't you ask him in?"
+
+"Yes, sir; he came in."
+
+"How long did he wait?"
+
+"Half an hour, sir. He was a very restless gentleman, sir, a-walkin'
+and a-stampin' all the time he was here. I was waitin' outside the door,
+sir, and I could hear him. At last he outs into the passage, and he
+cries, 'Is that man never goin' to come?' Those were his very words,
+sir. 'You'll only need to wait a little longer,' says I. 'Then I'll wait
+in the open air, for I feel half choked,' says he. 'I'll be back before
+long.' And with that he ups and he outs, and all I could say wouldn't
+hold him back."
+
+"Well, well, you did your best," said Holmes, as we walked into our
+room. "It's very annoying, though, Watson. I was badly in need of
+a case, and this looks, from the man's impatience, as if it were of
+importance. Hullo! That's not your pipe on the table. He must have
+left his behind him. A nice old brier with a good long stem of what the
+tobacconists call amber. I wonder how many real amber mouthpieces there
+are in London? Some people think that a fly in it is a sign. Well, he
+must have been disturbed in his mind to leave a pipe behind him which he
+evidently values highly."
+
+"How do you know that he values it highly?" I asked.
+
+"Well, I should put the original cost of the pipe at seven and sixpence.
+Now it has, you see, been twice mended, once in the wooden stem and once
+in the amber. Each of these mends, done, as you observe, with silver
+bands, must have cost more than the pipe did originally. The man must
+value the pipe highly when he prefers to patch it up rather than buy a
+new one with the same money."
+
+"Anything else?" I asked, for Holmes was turning the pipe about in his
+hand, and staring at it in his peculiar pensive way.
+
+He held it up and tapped on it with his long, thin fore-finger, as a
+professor might who was lecturing on a bone.
+
+"Pipes are occasionally of extraordinary interest," said he. "Nothing
+has more individuality, save perhaps watches and bootlaces. The
+indications here, however, are neither very marked nor very important.
+The owner is obviously a muscular man, left-handed, with an excellent
+set of teeth, careless in his habits, and with no need to practise
+economy."
+
+My friend threw out the information in a very offhand way, but I saw
+that he cocked his eye at me to see if I had followed his reasoning.
+
+"You think a man must be well-to-do if he smokes a seven-shilling pipe,"
+said I.
+
+"This is Grosvenor mixture at eightpence an ounce," Holmes answered,
+knocking a little out on his palm. "As he might get an excellent smoke
+for half the price, he has no need to practise economy."
+
+"And the other points?"
+
+"He has been in the habit of lighting his pipe at lamps and gas-jets.
+You can see that it is quite charred all down one side. Of course a
+match could not have done that. Why should a man hold a match to the
+side of his pipe? But you cannot light it at a lamp without getting the
+bowl charred. And it is all on the right side of the pipe. From that I
+gather that he is a left-handed man. You hold your own pipe to the lamp,
+and see how naturally you, being right-handed, hold the left side to the
+flame. You might do it once the other way, but not as a constancy. This
+has always been held so. Then he has bitten through his amber. It takes
+a muscular, energetic fellow, and one with a good set of teeth, to do
+that. But if I am not mistaken I hear him upon the stair, so we shall
+have something more interesting than his pipe to study."
+
+An instant later our door opened, and a tall young man entered the room.
+He was well but quietly dressed in a dark-gray suit, and carried a brown
+wide-awake in his hand. I should have put him at about thirty, though he
+was really some years older.
+
+"I beg your pardon," said he, with some embarrassment; "I suppose I
+should have knocked. Yes, of course I should have knocked. The fact
+is that I am a little upset, and you must put it all down to that." He
+passed his hand over his forehead like a man who is half dazed, and then
+fell rather than sat down upon a chair.
+
+"I can see that you have not slept for a night or two," said Holmes,
+in his easy, genial way. "That tries a man's nerves more than work, and
+more even than pleasure. May I ask how I can help you?"
+
+"I wanted your advice, sir. I don't know what to do and my whole life
+seems to have gone to pieces."
+
+"You wish to employ me as a consulting detective?"
+
+"Not that only. I want your opinion as a judicious man--as a man of the
+world. I want to know what I ought to do next. I hope to God you'll be
+able to tell me."
+
+He spoke in little, sharp, jerky outbursts, and it seemed to me that to
+speak at all was very painful to him, and that his will all through was
+overriding his inclinations.
+
+"It's a very delicate thing," said he. "One does not like to speak of
+one's domestic affairs to strangers. It seems dreadful to discuss the
+conduct of one's wife with two men whom I have never seen before. It's
+horrible to have to do it. But I've got to the end of my tether, and I
+must have advice."
+
+"My dear Mr. Grant Munro--" began Holmes.
+
+Our visitor sprang from his chair. "What!" he cried, "you know my name?"
+
+"If you wish to preserve your incognito," said Holmes, smiling, "I would
+suggest that you cease to write your name upon the lining of your
+hat, or else that you turn the crown towards the person whom you are
+addressing. I was about to say that my friend and I have listened to a
+good many strange secrets in this room, and that we have had the good
+fortune to bring peace to many troubled souls. I trust that we may do as
+much for you. Might I beg you, as time may prove to be of importance, to
+furnish me with the facts of your case without further delay?"
+
+Our visitor again passed his hand over his forehead, as if he found it
+bitterly hard. From every gesture and expression I could see that he was
+a reserved, self-contained man, with a dash of pride in his nature, more
+likely to hide his wounds than to expose them. Then suddenly, with a
+fierce gesture of his closed hand, like one who throws reserve to the
+winds, he began.
+
+"The facts are these, Mr. Holmes," said he. "I am a married man, and
+have been so for three years. During that time my wife and I have loved
+each other as fondly and lived as happily as any two that ever were
+joined. We have not had a difference, not one, in thought or word or
+deed. And now, since last Monday, there has suddenly sprung up a barrier
+between us, and I find that there is something in her life and in her
+thought of which I know as little as if she were the woman who brushes
+by me in the street. We are estranged, and I want to know why.
+
+"Now there is one thing that I want to impress upon you before I go
+any further, Mr. Holmes. Effie loves me. Don't let there be any mistake
+about that. She loves me with her whole heart and soul, and never more
+than now. I know it. I feel it. I don't want to argue about that. A man
+can tell easily enough when a woman loves him. But there's this secret
+between us, and we can never be the same until it is cleared."
+
+"Kindly let me have the facts, Mr. Munro," said Holmes, with some
+impatience.
+
+"I'll tell you what I know about Effie's history. She was a widow when
+I met her first, though quite young--only twenty-five. Her name then was
+Mrs. Hebron. She went out to America when she was young, and lived in
+the town of Atlanta, where she married this Hebron, who was a lawyer
+with a good practice. They had one child, but the yellow fever broke out
+badly in the place, and both husband and child died of it. I have seen
+his death certificate. This sickened her of America, and she came back
+to live with a maiden aunt at Pinner, in Middlesex. I may mention that
+her husband had left her comfortably off, and that she had a capital of
+about four thousand five hundred pounds, which had been so well invested
+by him that it returned an average of seven per cent. She had only been
+six months at Pinner when I met her; we fell in love with each other,
+and we married a few weeks afterwards.
+
+"I am a hop merchant myself, and as I have an income of seven or
+eight hundred, we found ourselves comfortably off, and took a nice
+eighty-pound-a-year villa at Norbury. Our little place was very
+countrified, considering that it is so close to town. We had an inn and
+two houses a little above us, and a single cottage at the other side of
+the field which faces us, and except those there were no houses until
+you got half way to the station. My business took me into town at
+certain seasons, but in summer I had less to do, and then in our country
+home my wife and I were just as happy as could be wished. I tell you
+that there never was a shadow between us until this accursed affair
+began.
+
+"There's one thing I ought to tell you before I go further. When we
+married, my wife made over all her property to me--rather against my
+will, for I saw how awkward it would be if my business affairs went
+wrong. However, she would have it so, and it was done. Well, about six
+weeks ago she came to me.
+
+"'Jack,' said she, 'when you took my money you said that if ever I
+wanted any I was to ask you for it.'
+
+"'Certainly,' said I. 'It's all your own.'
+
+"'Well,' said she, 'I want a hundred pounds.'
+
+"I was a bit staggered at this, for I had imagined it was simply a new
+dress or something of the kind that she was after.
+
+"'What on earth for?' I asked.
+
+"'Oh,' said she, in her playful way, 'you said that you were only my
+banker, and bankers never ask questions, you know.'
+
+"'If you really mean it, of course you shall have the money,' said I.
+
+"'Oh, yes, I really mean it.'
+
+"'And you won't tell me what you want it for?'
+
+"'Some day, perhaps, but not just at present, Jack.'
+
+"So I had to be content with that, though it was the first time that
+there had ever been any secret between us. I gave her a check, and I
+never thought any more of the matter. It may have nothing to do with
+what came afterwards, but I thought it only right to mention it.
+
+"Well, I told you just now that there is a cottage not far from our
+house. There is just a field between us, but to reach it you have to
+go along the road and then turn down a lane. Just beyond it is a nice
+little grove of Scotch firs, and I used to be very fond of strolling
+down there, for trees are always a neighborly kind of things. The
+cottage had been standing empty this eight months, and it was a pity,
+for it was a pretty two-storied place, with an old-fashioned porch and
+honeysuckle about it. I have stood many a time and thought what a neat
+little homestead it would make.
+
+"Well, last Monday evening I was taking a stroll down that way, when
+I met an empty van coming up the lane, and saw a pile of carpets and
+things lying about on the grass-plot beside the porch. It was clear that
+the cottage had at last been let. I walked past it, and wondered what
+sort of folk they were who had come to live so near us. And as I looked
+I suddenly became aware that a face was watching me out of one of the
+upper windows.
+
+"I don't know what there was about that face, Mr. Holmes, but it seemed
+to send a chill right down my back. I was some little way off, so that
+I could not make out the features, but there was something unnatural and
+inhuman about the face. That was the impression that I had, and I moved
+quickly forwards to get a nearer view of the person who was watching
+me. But as I did so the face suddenly disappeared, so suddenly that it
+seemed to have been plucked away into the darkness of the room. I stood
+for five minutes thinking the business over, and trying to analyze my
+impressions. I could not tell if the face were that of a man or a
+woman. It had been too far from me for that. But its color was what had
+impressed me most. It was of a livid chalky white, and with something
+set and rigid about it which was shockingly unnatural. So disturbed
+was I that I determined to see a little more of the new inmates of
+the cottage. I approached and knocked at the door, which was instantly
+opened by a tall, gaunt woman with a harsh, forbidding face.
+
+"'What may you be wantin'?' she asked, in a Northern accent.
+
+"'I am your neighbor over yonder,' said I, nodding towards my house. 'I
+see that you have only just moved in, so I thought that if I could be of
+any help to you in any--'
+
+"'Ay, we'll just ask ye when we want ye,' said she, and shut the door
+in my face. Annoyed at the churlish rebuff, I turned my back and walked
+home. All evening, though I tried to think of other things, my mind
+would still turn to the apparition at the window and the rudeness of the
+woman. I determined to say nothing about the former to my wife, for
+she is a nervous, highly strung woman, and I had no wish that she would
+share the unpleasant impression which had been produced upon myself. I
+remarked to her, however, before I fell asleep, that the cottage was now
+occupied, to which she returned no reply.
+
+"I am usually an extremely sound sleeper. It has been a standing jest
+in the family that nothing could ever wake me during the night. And yet
+somehow on that particular night, whether it may have been the slight
+excitement produced by my little adventure or not I know not, but
+I slept much more lightly than usual. Half in my dreams I was dimly
+conscious that something was going on in the room, and gradually became
+aware that my wife had dressed herself and was slipping on her mantle
+and her bonnet. My lips were parted to murmur out some sleepy words of
+surprise or remonstrance at this untimely preparation, when suddenly my
+half-opened eyes fell upon her face, illuminated by the candle-light,
+and astonishment held me dumb. She wore an expression such as I had
+never seen before--such as I should have thought her incapable of
+assuming. She was deadly pale and breathing fast, glancing furtively
+towards the bed as she fastened her mantle, to see if she had disturbed
+me. Then, thinking that I was still asleep, she slipped noiselessly from
+the room, and an instant later I heard a sharp creaking which could only
+come from the hinges of the front door. I sat up in bed and rapped my
+knuckles against the rail to make certain that I was truly awake. Then
+I took my watch from under the pillow. It was three in the morning. What
+on this earth could my wife be doing out on the country road at three in
+the morning?
+
+"I had sat for about twenty minutes turning the thing over in my mind
+and trying to find some possible explanation. The more I thought, the
+more extraordinary and inexplicable did it appear. I was still puzzling
+over it when I heard the door gently close again, and her footsteps
+coming up the stairs.
+
+"'Where in the world have you been, Effie?' I asked as she entered.
+
+"She gave a violent start and a kind of gasping cry when I spoke, and
+that cry and start troubled me more than all the rest, for there was
+something indescribably guilty about them. My wife had always been
+a woman of a frank, open nature, and it gave me a chill to see her
+slinking into her own room, and crying out and wincing when her own
+husband spoke to her.
+
+"'You awake, Jack!' she cried, with a nervous laugh. 'Why, I thought
+that nothing could awake you.'
+
+"'Where have you been?' I asked, more sternly.
+
+"'I don't wonder that you are surprised,' said she, and I could see that
+her fingers were trembling as she undid the fastenings of her mantle.
+'Why, I never remember having done such a thing in my life before. The
+fact is that I felt as though I were choking, and had a perfect longing
+for a breath of fresh air. I really think that I should have fainted if
+I had not gone out. I stood at the door for a few minutes, and now I am
+quite myself again.'
+
+"All the time that she was telling me this story she never once looked
+in my direction, and her voice was quite unlike her usual tones. It
+was evident to me that she was saying what was false. I said nothing
+in reply, but turned my face to the wall, sick at heart, with my mind
+filled with a thousand venomous doubts and suspicions. What was it that
+my wife was concealing from me? Where had she been during that strange
+expedition? I felt that I should have no peace until I knew, and yet I
+shrank from asking her again after once she had told me what was false.
+All the rest of the night I tossed and tumbled, framing theory after
+theory, each more unlikely than the last.
+
+"I should have gone to the City that day, but I was too disturbed in my
+mind to be able to pay attention to business matters. My wife seemed
+to be as upset as myself, and I could see from the little questioning
+glances which she kept shooting at me that she understood that I
+disbelieved her statement, and that she was at her wits' end what to do.
+We hardly exchanged a word during breakfast, and immediately afterwards
+I went out for a walk, that I might think the matter out in the fresh
+morning air.
+
+"I went as far as the Crystal Palace, spent an hour in the grounds, and
+was back in Norbury by one o'clock. It happened that my way took me past
+the cottage, and I stopped for an instant to look at the windows, and to
+see if I could catch a glimpse of the strange face which had looked
+out at me on the day before. As I stood there, imagine my surprise, Mr.
+Holmes, when the door suddenly opened and my wife walked out.
+
+"I was struck dumb with astonishment at the sight of her; but my
+emotions were nothing to those which showed themselves upon her face
+when our eyes met. She seemed for an instant to wish to shrink back
+inside the house again; and then, seeing how useless all concealment
+must be, she came forward, with a very white face and frightened eyes
+which belied the smile upon her lips.
+
+"'Ah, Jack,' she said, 'I have just been in to see if I can be of any
+assistance to our new neighbors. Why do you look at me like that, Jack?
+You are not angry with me?'
+
+"'So,' said I, 'this is where you went during the night.'
+
+"'What do you mean?' she cried.
+
+"'You came here. I am sure of it. Who are these people, that you should
+visit them at such an hour?'
+
+"'I have not been here before.'
+
+"'How can you tell me what you know is false?' I cried. 'Your very voice
+changes as you speak. When have I ever had a secret from you? I shall
+enter that cottage, and I shall probe the matter to the bottom.'
+
+"'No, no, Jack, for God's sake!' she gasped, in uncontrollable emotion.
+Then, as I approached the door, she seized my sleeve and pulled me back
+with convulsive strength.
+
+"'I implore you not to do this, Jack,' she cried. 'I swear that I will
+tell you everything some day, but nothing but misery can come of it if
+you enter that cottage.' Then, as I tried to shake her off, she clung to
+me in a frenzy of entreaty.
+
+"'Trust me, Jack!' she cried. 'Trust me only this once. You will never
+have cause to regret it. You know that I would not have a secret from
+you if it were not for your own sake. Our whole lives are at stake in
+this. If you come home with me, all will be well. If you force your way
+into that cottage, all is over between us.'
+
+"There was such earnestness, such despair, in her manner that her words
+arrested me, and I stood irresolute before the door.
+
+"'I will trust you on one condition, and on one condition only,' said I
+at last. 'It is that this mystery comes to an end from now. You are
+at liberty to preserve your secret, but you must promise me that there
+shall be no more nightly visits, no more doings which are kept from my
+knowledge. I am willing to forget those which are passed if you will
+promise that there shall be no more in the future.'
+
+"'I was sure that you would trust me,' she cried, with a great sigh of
+relief. 'It shall be just as you wish. Come away--oh, come away up to
+the house.'
+
+"Still pulling at my sleeve, she led me away from the cottage. As we
+went I glanced back, and there was that yellow livid face watching us
+out of the upper window. What link could there be between that creature
+and my wife? Or how could the coarse, rough woman whom I had seen the
+day before be connected with her? It was a strange puzzle, and yet I
+knew that my mind could never know ease again until I had solved it.
+
+"For two days after this I stayed at home, and my wife appeared to abide
+loyally by our engagement, for, as far as I know, she never stirred out
+of the house. On the third day, however, I had ample evidence that
+her solemn promise was not enough to hold her back from this secret
+influence which drew her away from her husband and her duty.
+
+"I had gone into town on that day, but I returned by the 2.40 instead of
+the 3.36, which is my usual train. As I entered the house the maid ran
+into the hall with a startled face.
+
+"'Where is your mistress?' I asked.
+
+"'I think that she has gone out for a walk,' she answered.
+
+"My mind was instantly filled with suspicion. I rushed upstairs to make
+sure that she was not in the house. As I did so I happened to glance out
+of one of the upper windows, and saw the maid with whom I had just been
+speaking running across the field in the direction of the cottage. Then
+of course I saw exactly what it all meant. My wife had gone over there,
+and had asked the servant to call her if I should return. Tingling with
+anger, I rushed down and hurried across, determined to end the matter
+once and forever. I saw my wife and the maid hurrying back along the
+lane, but I did not stop to speak with them. In the cottage lay the
+secret which was casting a shadow over my life. I vowed that, come what
+might, it should be a secret no longer. I did not even knock when I
+reached it, but turned the handle and rushed into the passage.
+
+"It was all still and quiet upon the ground floor. In the kitchen a
+kettle was singing on the fire, and a large black cat lay coiled up in
+the basket; but there was no sign of the woman whom I had seen before.
+I ran into the other room, but it was equally deserted. Then I rushed up
+the stairs, only to find two other rooms empty and deserted at the top.
+There was no one at all in the whole house. The furniture and pictures
+were of the most common and vulgar description, save in the one chamber
+at the window of which I had seen the strange face. That was comfortable
+and elegant, and all my suspicions rose into a fierce bitter flame when
+I saw that on the mantelpiece stood a copy of a full-length photograph
+of my wife, which had been taken at my request only three months ago.
+
+"I stayed long enough to make certain that the house was absolutely
+empty. Then I left it, feeling a weight at my heart such as I had never
+had before. My wife came out into the hall as I entered my house; but I
+was too hurt and angry to speak with her, and pushing past her, I made
+my way into my study. She followed me, however, before I could close the
+door.
+
+"'I am sorry that I broke my promise, Jack,' said she; 'but if you knew
+all the circumstances I am sure that you would forgive me.'
+
+"'Tell me everything, then,' said I.
+
+"'I cannot, Jack, I cannot,' she cried.
+
+"'Until you tell me who it is that has been living in that cottage, and
+who it is to whom you have given that photograph, there can never be any
+confidence between us,' said I, and breaking away from her, I left the
+house. That was yesterday, Mr. Holmes, and I have not seen her since,
+nor do I know anything more about this strange business. It is the first
+shadow that has come between us, and it has so shaken me that I do not
+know what I should do for the best. Suddenly this morning it occurred to
+me that you were the man to advise me, so I have hurried to you now, and
+I place myself unreservedly in your hands. If there is any point which I
+have not made clear, pray question me about it. But, above all, tell me
+quickly what I am to do, for this misery is more than I can bear."
+
+Holmes and I had listened with the utmost interest to this extraordinary
+statement, which had been delivered in the jerky, broken fashion of a
+man who is under the influence of extreme emotions. My companion sat
+silent for some time, with his chin upon his hand, lost in thought.
+
+"Tell me," said he at last, "could you swear that this was a man's face
+which you saw at the window?"
+
+"Each time that I saw it I was some distance away from it, so that it is
+impossible for me to say."
+
+"You appear, however, to have been disagreeably impressed by it."
+
+"It seemed to be of an unnatural color, and to have a strange rigidity
+about the features. When I approached, it vanished with a jerk."
+
+"How long is it since your wife asked you for a hundred pounds?"
+
+"Nearly two months."
+
+"Have you ever seen a photograph of her first husband?"
+
+"No; there was a great fire at Atlanta very shortly after his death, and
+all her papers were destroyed."
+
+"And yet she had a certificate of death. You say that you saw it."
+
+"Yes; she got a duplicate after the fire."
+
+"Did you ever meet any one who knew her in America?"
+
+"No."
+
+"Did she ever talk of revisiting the place?"
+
+"No."
+
+"Or get letters from it?"
+
+"No."
+
+"Thank you. I should like to think over the matter a little now. If the
+cottage is now permanently deserted we may have some difficulty. If, on
+the other hand, as I fancy is more likely, the inmates were warned of
+your coming, and left before you entered yesterday, then they may be
+back now, and we should clear it all up easily. Let me advise you, then,
+to return to Norbury, and to examine the windows of the cottage again.
+If you have reason to believe that it is inhabited, do not force your
+way in, but send a wire to my friend and me. We shall be with you within
+an hour of receiving it, and we shall then very soon get to the bottom
+of the business."
+
+"And if it is still empty?"
+
+"In that case I shall come out to-morrow and talk it over with you.
+Good-by; and, above all, do not fret until you know that you really have
+a cause for it."
+
+"I am afraid that this is a bad business, Watson," said my companion, as
+he returned after accompanying Mr. Grant Munro to the door. "What do you
+make of it?"
+
+"It had an ugly sound," I answered.
+
+"Yes. There's blackmail in it, or I am much mistaken."
+
+"And who is the blackmailer?"
+
+"Well, it must be the creature who lives in the only comfortable room
+in the place, and has her photograph above his fireplace. Upon my word,
+Watson, there is something very attractive about that livid face at the
+window, and I would not have missed the case for worlds."
+
+"You have a theory?"
+
+"Yes, a provisional one. But I shall be surprised if it does not turn
+out to be correct. This woman's first husband is in that cottage."
+
+"Why do you think so?"
+
+"How else can we explain her frenzied anxiety that her second one should
+not enter it? The facts, as I read them, are something like this:
+This woman was married in America. Her husband developed some hateful
+qualities; or shall we say that he contracted some loathsome disease,
+and became a leper or an imbecile? She flies from him at last, returns
+to England, changes her name, and starts her life, as she thinks,
+afresh. She has been married three years, and believes that her position
+is quite secure, having shown her husband the death certificate of
+some man whose name she has assumed, when suddenly her whereabouts
+is discovered by her first husband; or, we may suppose, by some
+unscrupulous woman who has attached herself to the invalid. They write
+to the wife, and threaten to come and expose her. She asks for a hundred
+pounds, and endeavors to buy them off. They come in spite of it, and
+when the husband mentions casually to the wife that there are new-comers
+in the cottage, she knows in some way that they are her pursuers. She
+waits until her husband is asleep, and then she rushes down to endeavor
+to persuade them to leave her in peace. Having no success, she goes
+again next morning, and her husband meets her, as he has told us, as
+she comes out. She promises him then not to go there again, but two days
+afterwards the hope of getting rid of those dreadful neighbors was too
+strong for her, and she made another attempt, taking down with her the
+photograph which had probably been demanded from her. In the midst of
+this interview the maid rushed in to say that the master had come home,
+on which the wife, knowing that he would come straight down to the
+cottage, hurried the inmates out at the back door, into the grove of
+fir-trees, probably, which was mentioned as standing near. In this way
+he found the place deserted. I shall be very much surprised, however, if
+it is still so when he reconnoitres it this evening. What do you think
+of my theory?"
+
+"It is all surmise."
+
+"But at least it covers all the facts. When new facts come to our
+knowledge which cannot be covered by it, it will be time enough to
+reconsider it. We can do nothing more until we have a message from our
+friend at Norbury."
+
+But we had not a very long time to wait for that. It came just as we had
+finished our tea. "The cottage is still tenanted," it said. "Have seen
+the face again at the window. Will meet the seven o'clock train, and
+will take no steps until you arrive."
+
+
+He was waiting on the platform when we stepped out, and we could see in
+the light of the station lamps that he was very pale, and quivering with
+agitation.
+
+"They are still there, Mr. Holmes," said he, laying his hand hard upon
+my friend's sleeve. "I saw lights in the cottage as I came down. We
+shall settle it now once and for all."
+
+"What is your plan, then?" asked Holmes, as he walked down the dark
+tree-lined road.
+
+"I am going to force my way in and see for myself who is in the house. I
+wish you both to be there as witnesses."
+
+"You are quite determined to do this, in spite of your wife's warning
+that it is better that you should not solve the mystery?"
+
+"Yes, I am determined."
+
+"Well, I think that you are in the right. Any truth is better than
+indefinite doubt. We had better go up at once. Of course, legally, we
+are putting ourselves hopelessly in the wrong; but I think that it is
+worth it."
+
+It was a very dark night, and a thin rain began to fall as we turned
+from the high road into a narrow lane, deeply rutted, with hedges on
+either side. Mr. Grant Munro pushed impatiently forward, however, and we
+stumbled after him as best we could.
+
+"There are the lights of my house," he murmured, pointing to a glimmer
+among the trees. "And here is the cottage which I am going to enter."
+
+We turned a corner in the lane as he spoke, and there was the building
+close beside us. A yellow bar falling across the black foreground showed
+that the door was not quite closed, and one window in the upper story
+was brightly illuminated. As we looked, we saw a dark blur moving across
+the blind.
+
+"There is that creature!" cried Grant Munro. "You can see for yourselves
+that some one is there. Now follow me, and we shall soon know all."
+
+We approached the door; but suddenly a woman appeared out of the shadow
+and stood in the golden track of the lamp-light. I could not see her
+face in the darkness, but her arms were thrown out in an attitude of
+entreaty.
+
+"For God's sake, don't Jack!" she cried. "I had a presentiment that you
+would come this evening. Think better of it, dear! Trust me again, and
+you will never have cause to regret it."
+
+"I have trusted you too long, Effie," he cried, sternly. "Leave go of
+me! I must pass you. My friends and I are going to settle this matter
+once and forever!" He pushed her to one side, and we followed closely
+after him. As he threw the door open an old woman ran out in front of
+him and tried to bar his passage, but he thrust her back, and an instant
+afterwards we were all upon the stairs. Grant Munro rushed into the
+lighted room at the top, and we entered at his heels.
+
+It was a cosey, well-furnished apartment, with two candles burning upon
+the table and two upon the mantelpiece. In the corner, stooping over a
+desk, there sat what appeared to be a little girl. Her face was turned
+away as we entered, but we could see that she was dressed in a red
+frock, and that she had long white gloves on. As she whisked round
+to us, I gave a cry of surprise and horror. The face which she turned
+towards us was of the strangest livid tint, and the features were
+absolutely devoid of any expression. An instant later the mystery was
+explained. Holmes, with a laugh, passed his hand behind the child's
+ear, a mask peeled off from her countenance, and there was a little coal
+black negress, with all her white teeth flashing in amusement at our
+amazed faces. I burst out laughing, out of sympathy with her merriment;
+but Grant Munro stood staring, with his hand clutching his throat.
+
+"My God!" he cried. "What can be the meaning of this?"
+
+"I will tell you the meaning of it," cried the lady, sweeping into
+the room with a proud, set face. "You have forced me, against my own
+judgment, to tell you, and now we must both make the best of it. My
+husband died at Atlanta. My child survived."
+
+"Your child?"
+
+She drew a large silver locket from her bosom. "You have never seen this
+open."
+
+"I understood that it did not open."
+
+She touched a spring, and the front hinged back. There was a portrait
+within of a man strikingly handsome and intelligent-looking, but bearing
+unmistakable signs upon his features of his African descent.
+
+"That is John Hebron, of Atlanta," said the lady, "and a nobler man
+never walked the earth. I cut myself off from my race in order to wed
+him, but never once while he lived did I for an instant regret it. It
+was our misfortune that our only child took after his people rather than
+mine. It is often so in such matches, and little Lucy is darker far than
+ever her father was. But dark or fair, she is my own dear little girlie,
+and her mother's pet." The little creature ran across at the words and
+nestled up against the lady's dress. "When I left her in America," she
+continued, "it was only because her health was weak, and the change
+might have done her harm. She was given to the care of a faithful Scotch
+woman who had once been our servant. Never for an instant did I dream
+of disowning her as my child. But when chance threw you in my way, Jack,
+and I learned to love you, I feared to tell you about my child. God
+forgive me, I feared that I should lose you, and I had not the courage
+to tell you. I had to choose between you, and in my weakness I turned
+away from my own little girl. For three years I have kept her existence
+a secret from you, but I heard from the nurse, and I knew that all was
+well with her. At last, however, there came an overwhelming desire to
+see the child once more. I struggled against it, but in vain. Though I
+knew the danger, I determined to have the child over, if it were but
+for a few weeks. I sent a hundred pounds to the nurse, and I gave her
+instructions about this cottage, so that she might come as a neighbor,
+without my appearing to be in any way connected with her. I pushed my
+precautions so far as to order her to keep the child in the house during
+the daytime, and to cover up her little face and hands so that even
+those who might see her at the window should not gossip about there
+being a black child in the neighborhood. If I had been less cautious
+I might have been more wise, but I was half crazy with fear that you
+should learn the truth.
+
+"It was you who told me first that the cottage was occupied. I should
+have waited for the morning, but I could not sleep for excitement, and
+so at last I slipped out, knowing how difficult it is to awake you. But
+you saw me go, and that was the beginning of my troubles. Next day you
+had my secret at your mercy, but you nobly refrained from pursuing your
+advantage. Three days later, however, the nurse and child only just
+escaped from the back door as you rushed in at the front one. And now
+to-night you at last know all, and I ask you what is to become of us, my
+child and me?" She clasped her hands and waited for an answer.
+
+It was a long ten minutes before Grant Munro broke the silence, and
+when his answer came it was one of which I love to think. He lifted
+the little child, kissed her, and then, still carrying her, he held his
+other hand out to his wife and turned towards the door.
+
+"We can talk it over more comfortably at home," said he. "I am not a
+very good man, Effie, but I think that I am a better one than you have
+given me credit for being."
+
+Holmes and I followed them down the lane, and my friend plucked at my
+sleeve as we came out.
+
+"I think," said he, "that we shall be of more use in London than in
+Norbury."
+
+Not another word did he say of the case until late that night, when he
+was turning away, with his lighted candle, for his bedroom.
+
+"Watson," said he, "if it should ever strike you that I am getting a
+little over-confident in my powers, or giving less pains to a case
+than it deserves, kindly whisper 'Norbury' in my ear, and I shall be
+infinitely obliged to you."
+
+
+
+
+Adventure III. The Stock-Broker's Clerk
+
+
+Shortly after my marriage I had bought a connection in the Paddington
+district. Old Mr. Farquhar, from whom I purchased it, had at one time an
+excellent general practice; but his age, and an affliction of the nature
+of St. Vitus's dance from which he suffered, had very much thinned it.
+The public not unnaturally goes on the principle that he who would heal
+others must himself be whole, and looks askance at the curative powers
+of the man whose own case is beyond the reach of his drugs. Thus as my
+predecessor weakened his practice declined, until when I purchased
+it from him it had sunk from twelve hundred to little more than three
+hundred a year. I had confidence, however, in my own youth and energy,
+and was convinced that in a very few years the concern would be as
+flourishing as ever.
+
+For three months after taking over the practice I was kept very closely
+at work, and saw little of my friend Sherlock Holmes, for I was too busy
+to visit Baker Street, and he seldom went anywhere himself save upon
+professional business. I was surprised, therefore, when, one morning in
+June, as I sat reading the British Medical Journal after breakfast, I
+heard a ring at the bell, followed by the high, somewhat strident tones
+of my old companion's voice.
+
+"Ah, my dear Watson," said he, striding into the room, "I am very
+delighted to see you! I trust that Mrs. Watson has entirely recovered
+from all the little excitements connected with our adventure of the Sign
+of Four."
+
+"Thank you, we are both very well," said I, shaking him warmly by the
+hand.
+
+"And I hope, also," he continued, sitting down in the rocking-chair,
+"that the cares of medical practice have not entirely obliterated the
+interest which you used to take in our little deductive problems."
+
+"On the contrary," I answered, "it was only last night that I was
+looking over my old notes, and classifying some of our past results."
+
+"I trust that you don't consider your collection closed."
+
+"Not at all. I should wish nothing better than to have some more of such
+experiences."
+
+"To-day, for example?"
+
+"Yes, to-day, if you like."
+
+"And as far off as Birmingham?"
+
+"Certainly, if you wish it."
+
+"And the practice?"
+
+"I do my neighbor's when he goes. He is always ready to work off the
+debt."
+
+"Ha! Nothing could be better," said Holmes, leaning back in his chair
+and looking keenly at me from under his half closed lids. "I perceive
+that you have been unwell lately. Summer colds are always a little
+trying."
+
+"I was confined to the house by a severe chill for three days last week.
+I thought, however, that I had cast off every trace of it."
+
+"So you have. You look remarkably robust."
+
+"How, then, did you know of it?"
+
+"My dear fellow, you know my methods."
+
+"You deduced it, then?"
+
+"Certainly."
+
+"And from what?"
+
+"From your slippers."
+
+I glanced down at the new patent leathers which I was wearing. "How on
+earth--" I began, but Holmes answered my question before it was asked.
+
+"Your slippers are new," he said. "You could not have had them more than
+a few weeks. The soles which you are at this moment presenting to me are
+slightly scorched. For a moment I thought they might have got wet and
+been burned in the drying. But near the instep there is a small circular
+wafer of paper with the shopman's hieroglyphics upon it. Damp would of
+course have removed this. You had, then, been sitting with your feet
+outstretched to the fire, which a man would hardly do even in so wet a
+June as this if he were in his full health."
+
+Like all Holmes's reasoning the thing seemed simplicity itself when it
+was once explained. He read the thought upon my features, and his smile
+had a tinge of bitterness.
+
+"I am afraid that I rather give myself away when I explain," said he.
+"Results without causes are much more impressive. You are ready to come
+to Birmingham, then?"
+
+"Certainly. What is the case?"
+
+"You shall hear it all in the train. My client is outside in a
+four-wheeler. Can you come at once?"
+
+"In an instant." I scribbled a note to my neighbor, rushed upstairs to
+explain the matter to my wife, and joined Holmes upon the door-step.
+
+"Your neighbor is a doctor," said he, nodding at the brass plate.
+
+"Yes; he bought a practice as I did."
+
+"An old-established one?"
+
+"Just the same as mine. Both have been ever since the houses were
+built."
+
+"Ah! Then you got hold of the best of the two."
+
+"I think I did. But how do you know?"
+
+"By the steps, my boy. Yours are worn three inches deeper than his. But
+this gentleman in the cab is my client, Mr. Hall Pycroft. Allow me to
+introduce you to him. Whip your horse up, cabby, for we have only just
+time to catch our train."
+
+The man whom I found myself facing was a well built, fresh-complexioned
+young fellow, with a frank, honest face and a slight, crisp, yellow
+mustache. He wore a very shiny top hat and a neat suit of sober black,
+which made him look what he was--a smart young City man, of the class
+who have been labeled cockneys, but who give us our crack volunteer
+regiments, and who turn out more fine athletes and sportsmen than any
+body of men in these islands. His round, ruddy face was naturally full
+of cheeriness, but the corners of his mouth seemed to me to be pulled
+down in a half-comical distress. It was not, however, until we were
+all in a first-class carriage and well started upon our journey to
+Birmingham that I was able to learn what the trouble was which had
+driven him to Sherlock Holmes.
+
+"We have a clear run here of seventy minutes," Holmes remarked. "I
+want you, Mr. Hall Pycroft, to tell my friend your very interesting
+experience exactly as you have told it to me, or with more detail if
+possible. It will be of use to me to hear the succession of events
+again. It is a case, Watson, which may prove to have something in it, or
+may prove to have nothing, but which, at least, presents those unusual
+and outré features which are as dear to you as they are to me. Now, Mr.
+Pycroft, I shall not interrupt you again."
+
+Our young companion looked at me with a twinkle in his eye.
+
+"The worst of the story is," said he, "that I show myself up as such a
+confounded fool. Of course it may work out all right, and I don't see
+that I could have done otherwise; but if I have lost my crib and get
+nothing in exchange I shall feel what a soft Johnnie I have been. I'm
+not very good at telling a story, Dr. Watson, but it is like this with
+me:
+
+"I used to have a billet at Coxon & Woodhouse's, of Draper's Gardens,
+but they were let in early in the spring through the Venezuelan loan,
+as no doubt you remember, and came a nasty cropper. I had been with them
+five years, and old Coxon gave me a ripping good testimonial when
+the smash came, but of course we clerks were all turned adrift, the
+twenty-seven of us. I tried here and tried there, but there were lots of
+other chaps on the same lay as myself, and it was a perfect frost for a
+long time. I had been taking three pounds a week at Coxon's, and I had
+saved about seventy of them, but I soon worked my way through that and
+out at the other end. I was fairly at the end of my tether at last,
+and could hardly find the stamps to answer the advertisements or the
+envelopes to stick them to. I had worn out my boots paddling up office
+stairs, and I seemed just as far from getting a billet as ever.
+
+"At last I saw a vacancy at Mawson & Williams's, the great stock-broking
+firm in Lombard Street. I dare say E. C. Is not much in your line, but
+I can tell you that this is about the richest house in London.
+The advertisement was to be answered by letter only. I sent in my
+testimonial and application, but without the least hope of getting it.
+Back came an answer by return, saying that if I would appear next Monday
+I might take over my new duties at once, provided that my appearance was
+satisfactory. No one knows how these things are worked. Some people say
+that the manager just plunges his hand into the heap and takes the first
+that comes. Anyhow it was my innings that time, and I don't ever wish to
+feel better pleased. The screw was a pound a week rise, and the duties
+just about the same as at Coxon's.
+
+"And now I come to the queer part of the business. I was in diggings out
+Hampstead way, 17 Potter's Terrace. Well, I was sitting doing a smoke
+that very evening after I had been promised the appointment, when up
+came my landlady with a card which had 'Arthur Pinner, Financial Agent,'
+printed upon it. I had never heard the name before and could not imagine
+what he wanted with me; but, of course, I asked her to show him up. In
+he walked, a middle-sized, dark-haired, dark-eyed, black-bearded man,
+with a touch of the Sheeny about his nose. He had a brisk kind of way
+with him and spoke sharply, like a man who knew the value of time."
+
+"'Mr. Hall Pycroft, I believe?'" said he.
+
+"'Yes, sir,' I answered, pushing a chair towards him.
+
+"'Lately engaged at Coxon & Woodhouse's?'
+
+"'Yes, sir.'
+
+"'And now on the staff of Mawson's.'
+
+"'Quite so.'
+
+"'Well,' said he, 'the fact is that I have heard some really
+extraordinary stories about your financial ability. You remember Parker,
+who used to be Coxon's manager? He can never say enough about it.'
+
+"Of course I was pleased to hear this. I had always been pretty sharp in
+the office, but I had never dreamed that I was talked about in the City
+in this fashion.
+
+"'You have a good memory?' said he.
+
+"'Pretty fair,' I answered, modestly.
+
+"'Have you kept in touch with the market while you have been out of
+work?' he asked.
+
+"'Yes. I read the stock exchange list every morning.'
+
+"'Now that shows real application!' he cried. 'That is the way to
+prosper! You won't mind my testing you, will you? Let me see. How are
+Ayrshires?'
+
+"'A hundred and six and a quarter to a hundred and five and
+seven-eighths.'
+
+"'And New Zealand consolidated?'
+
+"'A hundred and four.
+
+"'And British Broken Hills?'
+
+"'Seven to seven-and-six.'
+
+"'Wonderful!' he cried, with his hands up. 'This quite fits in with all
+that I had heard. My boy, my boy, you are very much too good to be a
+clerk at Mawson's!'
+
+"This outburst rather astonished me, as you can think. 'Well,' said I,
+'other people don't think quite so much of me as you seem to do, Mr.
+Pinner. I had a hard enough fight to get this berth, and I am very glad
+to have it.'
+
+"'Pooh, man; you should soar above it. You are not in your true sphere.
+Now, I'll tell you how it stands with me. What I have to offer is little
+enough when measured by your ability, but when compared with Mawson's,
+it's light to dark. Let me see. When do you go to Mawson's?'
+
+"'On Monday.'
+
+"'Ha, ha! I think I would risk a little sporting flutter that you don't
+go there at all.'
+
+"'Not go to Mawson's?'
+
+"'No, sir. By that day you will be the business manager of the
+Franco-Midland Hardware Company, Limited, with a hundred and thirty-four
+branches in the towns and villages of France, not counting one in
+Brussels and one in San Remo.'
+
+"This took my breath away. 'I never heard of it,' said I.
+
+"'Very likely not. It has been kept very quiet, for the capital was all
+privately subscribed, and it's too good a thing to let the public
+into. My brother, Harry Pinner, is promoter, and joins the board after
+allotment as managing director. He knew I was in the swim down here, and
+asked me to pick up a good man cheap. A young, pushing man with plenty
+of snap about him. Parker spoke of you, and that brought me here
+to-night. We can only offer you a beggarly five hundred to start with.'
+
+"'Five hundred a year!' I shouted.
+
+"'Only that at the beginning; but you are to have an overriding
+commission of one per cent on all business done by your agents, and you
+may take my word for it that this will come to more than your salary.'
+
+"'But I know nothing about hardware.'
+
+"'Tut, my boy; you know about figures.'
+
+"My head buzzed, and I could hardly sit still in my chair. But suddenly
+a little chill of doubt came upon me.
+
+"'I must be frank with you,' said I. 'Mawson only gives me two hundred,
+but Mawson is safe. Now, really, I know so little about your company
+that--'
+
+"'Ah, smart, smart!' he cried, in a kind of ecstasy of delight. 'You
+are the very man for us. You are not to be talked over, and quite right,
+too. Now, here's a note for a hundred pounds, and if you think that we
+can do business you may just slip it into your pocket as an advance upon
+your salary.'
+
+"'That is very handsome,' said I. 'When should I take over my new
+duties?'
+
+"'Be in Birmingham to-morrow at one,' said he. 'I have a note in my
+pocket here which you will take to my brother. You will find him at
+126b Corporation Street, where the temporary offices of the company
+are situated. Of course he must confirm your engagement, but between
+ourselves it will be all right.'
+
+"'Really, I hardly know how to express my gratitude, Mr. Pinner,' said
+I.
+
+"'Not at all, my boy. You have only got your deserts. There are one or
+two small things--mere formalities--which I must arrange with you.
+You have a bit of paper beside you there. Kindly write upon it "I am
+perfectly willing to act as business manager to the Franco-Midland
+Hardware Company, Limited, at a minimum salary of L500."'
+
+"I did as he asked, and he put the paper in his pocket.
+
+"'There is one other detail,' said he. 'What do you intend to do about
+Mawson's?'
+
+"I had forgotten all about Mawson's in my joy. 'I'll write and resign,'
+said I.
+
+"'Precisely what I don't want you to do. I had a row over you with
+Mawson's manager. I had gone up to ask him about you, and he was very
+offensive; accused me of coaxing you away from the service of the firm,
+and that sort of thing. At last I fairly lost my temper. "If you want
+good men you should pay them a good price," said I.'
+
+"'He would rather have our small price than your big one,' said he.
+
+"'I'll lay you a fiver,' said I, 'that when he has my offer you'll never
+so much as hear from him again.'
+
+"'Done!' said he. 'We picked him out of the gutter, and he won't leave
+us so easily.' Those were his very words."
+
+"'The impudent scoundrel!' I cried. 'I've never so much as seen him in
+my life. Why should I consider him in any way? I shall certainly not
+write if you would rather I didn't.'
+
+"'Good! That's a promise,' said he, rising from his chair. 'Well, I'm
+delighted to have got so good a man for my brother. Here's your advance
+of a hundred pounds, and here is the letter. Make a note of the address,
+126b Corporation Street, and remember that one o'clock to-morrow is
+your appointment. Good-night; and may you have all the fortune that you
+deserve!'
+
+"That's just about all that passed between us, as near as I can
+remember. You can imagine, Dr. Watson, how pleased I was at such an
+extraordinary bit of good fortune. I sat up half the night hugging
+myself over it, and next day I was off to Birmingham in a train that
+would take me in plenty time for my appointment. I took my things to
+a hotel in New Street, and then I made my way to the address which had
+been given me.
+
+"It was a quarter of an hour before my time, but I thought that would
+make no difference. 126b was a passage between two large shops, which
+led to a winding stone stair, from which there were many flats, let as
+offices to companies or professional men. The names of the occupants
+were painted at the bottom on the wall, but there was no such name as
+the Franco-Midland Hardware Company, Limited. I stood for a few minutes
+with my heart in my boots, wondering whether the whole thing was an
+elaborate hoax or not, when up came a man and addressed me. He was very
+like the chap I had seen the night before, the same figure and voice,
+but he was clean shaven and his hair was lighter.
+
+"'Are you Mr. Hall Pycroft?' he asked.
+
+"'Yes,' said I.
+
+"'Oh! I was expecting you, but you are a trifle before your time. I had
+a note from my brother this morning in which he sang your praises very
+loudly.'
+
+"'I was just looking for the offices when you came.
+
+"'We have not got our name up yet, for we only secured these temporary
+premises last week. Come up with me, and we will talk the matter over.'
+
+"I followed him to the top of a very lofty stair, and there, right under
+the slates, were a couple of empty, dusty little rooms, uncarpeted and
+uncurtained, into which he led me. I had thought of a great office with
+shining tables and rows of clerks, such as I was used to, and I dare say
+I stared rather straight at the two deal chairs and one little table,
+which, with a ledger and a waste paper basket, made up the whole
+furniture.
+
+"'Don't be disheartened, Mr. Pycroft,' said my new acquaintance, seeing
+the length of my face. 'Rome was not built in a day, and we have lots of
+money at our backs, though we don't cut much dash yet in offices. Pray
+sit down, and let me have your letter.'
+
+"I gave it to him, and he read it over very carefully.
+
+"'You seem to have made a vast impression upon my brother Arthur,' said
+he; 'and I know that he is a pretty shrewd judge. He swears by London,
+you know; and I by Birmingham; but this time I shall follow his advice.
+Pray consider yourself definitely engaged."
+
+"'What are my duties?' I asked.
+
+"'You will eventually manage the great depot in Paris, which will pour
+a flood of English crockery into the shops of a hundred and thirty-four
+agents in France. The purchase will be completed in a week, and
+meanwhile you will remain in Birmingham and make yourself useful.'
+
+"'How?'
+
+"For answer, he took a big red book out of a drawer.
+
+"'This is a directory of Paris,' said he, 'with the trades after the
+names of the people. I want you to take it home with you, and to mark
+off all the hardware sellers, with their addresses. It would be of the
+greatest use to me to have them.'
+
+"'Surely there are classified lists?' I suggested.
+
+"'Not reliable ones. Their system is different from ours. Stick at it,
+and let me have the lists by Monday, at twelve. Good-day, Mr. Pycroft.
+If you continue to show zeal and intelligence you will find the company
+a good master.'
+
+"I went back to the hotel with the big book under my arm, and with very
+conflicting feelings in my breast. On the one hand, I was definitely
+engaged and had a hundred pounds in my pocket; on the other, the look
+of the offices, the absence of name on the wall, and other of the points
+which would strike a business man had left a bad impression as to the
+position of my employers. However, come what might, I had my money, so I
+settled down to my task. All Sunday I was kept hard at work, and yet by
+Monday I had only got as far as H. I went round to my employer, found
+him in the same dismantled kind of room, and was told to keep at
+it until Wednesday, and then come again. On Wednesday it was still
+unfinished, so I hammered away until Friday--that is, yesterday. Then I
+brought it round to Mr. Harry Pinner.
+
+"'Thank you very much,' said he; 'I fear that I underrated the
+difficulty of the task. This list will be of very material assistance to
+me.'
+
+"'It took some time,' said I.
+
+"'And now,' said he, 'I want you to make a list of the furniture shops,
+for they all sell crockery.'
+
+"'Very good.'
+
+"'And you can come up to-morrow evening, at seven, and let me know how
+you are getting on. Don't overwork yourself. A couple of hours at Day's
+Music Hall in the evening would do you no harm after your labors.' He
+laughed as he spoke, and I saw with a thrill that his second tooth upon
+the left-hand side had been very badly stuffed with gold."
+
+
+Sherlock Holmes rubbed his hands with delight, and I stared with
+astonishment at our client.
+
+"You may well look surprised, Dr. Watson; but it is this way," said he:
+"When I was speaking to the other chap in London, at the time that he
+laughed at my not going to Mawson's, I happened to notice that his tooth
+was stuffed in this very identical fashion. The glint of the gold in
+each case caught my eye, you see. When I put that with the voice and
+figure being the same, and only those things altered which might be
+changed by a razor or a wig, I could not doubt that it was the same man.
+Of course you expect two brothers to be alike, but not that they should
+have the same tooth stuffed in the same way. He bowed me out, and I
+found myself in the street, hardly knowing whether I was on my head or
+my heels. Back I went to my hotel, put my head in a basin of cold water,
+and tried to think it out. Why had he sent me from London to Birmingham?
+Why had he got there before me? And why had he written a letter from
+himself to himself? It was altogether too much for me, and I could make
+no sense of it. And then suddenly it struck me that what was dark to me
+might be very light to Mr. Sherlock Holmes. I had just time to get up to
+town by the night train to see him this morning, and to bring you both
+back with me to Birmingham."
+
+There was a pause after the stock-broker's clerk had concluded his
+surprising experience. Then Sherlock Holmes cocked his eye at me,
+leaning back on the cushions with a pleased and yet critical face, like
+a connoisseur who has just taken his first sip of a comet vintage.
+
+"Rather fine, Watson, is it not?" said he. "There are points in it which
+please me. I think that you will agree with me that an interview with
+Mr. Arthur Harry Pinner in the temporary offices of the Franco-Midland
+Hardware Company, Limited, would be a rather interesting experience for
+both of us."
+
+"But how can we do it?" I asked.
+
+"Oh, easily enough," said Hall Pycroft, cheerily. "You are two friends
+of mine who are in want of a billet, and what could be more natural than
+that I should bring you both round to the managing director?"
+
+"Quite so, of course," said Holmes. "I should like to have a look at
+the gentleman, and see if I can make anything of his little game.
+What qualities have you, my friend, which would make your services
+so valuable? or is it possible that--" He began biting his nails and
+staring blankly out of the window, and we hardly drew another word from
+him until we were in New Street.
+
+At seven o'clock that evening we were walking, the three of us, down
+Corporation Street to the company's offices.
+
+"It is no use our being at all before our time," said our client. "He
+only comes there to see me, apparently, for the place is deserted up to
+the very hour he names."
+
+"That is suggestive," remarked Holmes.
+
+"By Jove, I told you so!" cried the clerk. "That's he walking ahead of
+us there."
+
+He pointed to a smallish, dark, well-dressed man who was bustling along
+the other side of the road. As we watched him he looked across at a boy
+who was bawling out the latest edition of the evening paper, and running
+over among the cabs and busses, he bought one from him. Then, clutching
+it in his hand, he vanished through a door-way.
+
+"There he goes!" cried Hall Pycroft. "These are the company's offices
+into which he has gone. Come with me, and I'll fix it up as easily as
+possible."
+
+Following his lead, we ascended five stories, until we found ourselves
+outside a half-opened door, at which our client tapped. A voice within
+bade us enter, and we entered a bare, unfurnished room such as Hall
+Pycroft had described. At the single table sat the man whom we had seen
+in the street, with his evening paper spread out in front of him, and as
+he looked up at us it seemed to me that I had never looked upon a face
+which bore such marks of grief, and of something beyond grief--of a
+horror such as comes to few men in a lifetime. His brow glistened with
+perspiration, his cheeks were of the dull, dead white of a fish's belly,
+and his eyes were wild and staring. He looked at his clerk as though he
+failed to recognize him, and I could see by the astonishment depicted
+upon our conductor's face that this was by no means the usual appearance
+of his employer.
+
+"You look ill, Mr. Pinner!" he exclaimed.
+
+"Yes, I am not very well," answered the other, making obvious efforts
+to pull himself together, and licking his dry lips before he spoke. "Who
+are these gentlemen whom you have brought with you?"
+
+"One is Mr. Harris, of Bermondsey, and the other is Mr. Price, of this
+town," said our clerk, glibly. "They are friends of mine and gentlemen
+of experience, but they have been out of a place for some little time,
+and they hoped that perhaps you might find an opening for them in the
+company's employment."
+
+"Very possibly! Very possibly!" cried Mr. Pinner with a ghastly smile.
+"Yes, I have no doubt that we shall be able to do something for you.
+What is your particular line, Mr. Harris?"
+
+"I am an accountant," said Holmes.
+
+"Ah yes, we shall want something of the sort. And you, Mr. Price?"
+
+"A clerk," said I.
+
+"I have every hope that the company may accommodate you. I will let you
+know about it as soon as we come to any conclusion. And now I beg that
+you will go. For God's sake leave me to myself!"
+
+These last words were shot out of him, as though the constraint which
+he was evidently setting upon himself had suddenly and utterly burst
+asunder. Holmes and I glanced at each other, and Hall Pycroft took a
+step towards the table.
+
+"You forget, Mr. Pinner, that I am here by appointment to receive some
+directions from you," said he.
+
+"Certainly, Mr. Pycroft, certainly," the other resumed in a calmer tone.
+"You may wait here a moment; and there is no reason why your friends
+should not wait with you. I will be entirely at your service in three
+minutes, if I might trespass upon your patience so far." He rose with a
+very courteous air, and, bowing to us, he passed out through a door at
+the farther end of the room, which he closed behind him.
+
+"What now?" whispered Holmes. "Is he giving us the slip?"
+
+"Impossible," answered Pycroft.
+
+"Why so?"
+
+"That door leads into an inner room."
+
+"There is no exit?"
+
+"None."
+
+"Is it furnished?"
+
+"It was empty yesterday."
+
+"Then what on earth can he be doing? There is something which I don't
+understand in this manner. If ever a man was three parts mad with
+terror, that man's name is Pinner. What can have put the shivers on
+him?"
+
+"He suspects that we are detectives," I suggested.
+
+"That's it," cried Pycroft.
+
+Holmes shook his head. "He did not turn pale. He was pale when we
+entered the room," said he. "It is just possible that--"
+
+His words were interrupted by a sharp rat-tat from the direction of the
+inner door.
+
+"What the deuce is he knocking at his own door for?" cried the clerk.
+
+Again and much louder came the rat-tat-tat. We all gazed expectantly at
+the closed door. Glancing at Holmes, I saw his face turn rigid, and he
+leaned forward in intense excitement. Then suddenly came a low guggling,
+gargling sound, and a brisk drumming upon woodwork. Holmes sprang
+frantically across the room and pushed at the door. It was fastened on
+the inner side. Following his example, we threw ourselves upon it with
+all our weight. One hinge snapped, then the other, and down came the
+door with a crash. Rushing over it, we found ourselves in the inner
+room. It was empty.
+
+But it was only for a moment that we were at fault. At one corner, the
+corner nearest the room which we had left, there was a second door.
+Holmes sprang to it and pulled it open. A coat and waistcoat were lying
+on the floor, and from a hook behind the door, with his own braces
+round his neck, was hanging the managing director of the Franco-Midland
+Hardware Company. His knees were drawn up, his head hung at a dreadful
+angle to his body, and the clatter of his heels against the door made
+the noise which had broken in upon our conversation. In an instant I
+had caught him round the waist, and held him up while Holmes and Pycroft
+untied the elastic bands which had disappeared between the livid creases
+of skin. Then we carried him into the other room, where he lay with
+a clay-colored face, puffing his purple lips in and out with every
+breath--a dreadful wreck of all that he had been but five minutes
+before.
+
+"What do you think of him, Watson?" asked Holmes.
+
+I stooped over him and examined him. His pulse was feeble and
+intermittent, but his breathing grew longer, and there was a little
+shivering of his eyelids, which showed a thin white slit of ball
+beneath.
+
+"It has been touch and go with him," said I, "but he'll live now. Just
+open that window, and hand me the water carafe." I undid his collar,
+poured the cold water over his face, and raised and sank his arms until
+he drew a long, natural breath. "It's only a question of time now," said
+I, as I turned away from him.
+
+Holmes stood by the table, with his hands deep in his trouser's pockets
+and his chin upon his breast.
+
+"I suppose we ought to call the police in now," said he. "And yet I
+confess that I'd like to give them a complete case when they come."
+
+"It's a blessed mystery to me," cried Pycroft, scratching his head.
+"Whatever they wanted to bring me all the way up here for, and then--"
+
+"Pooh! All that is clear enough," said Holmes impatiently. "It is this
+last sudden move."
+
+"You understand the rest, then?"
+
+"I think that it is fairly obvious. What do you say, Watson?"
+
+I shrugged my shoulders. "I must confess that I am out of my depths,"
+said I.
+
+"Oh surely if you consider the events at first they can only point to
+one conclusion."
+
+"What do you make of them?"
+
+"Well, the whole thing hinges upon two points. The first is the making
+of Pycroft write a declaration by which he entered the service of this
+preposterous company. Do you not see how very suggestive that is?"
+
+"I am afraid I miss the point."
+
+"Well, why did they want him to do it? Not as a business matter, for
+these arrangements are usually verbal, and there was no earthly business
+reason why this should be an exception. Don't you see, my young friend,
+that they were very anxious to obtain a specimen of your handwriting,
+and had no other way of doing it?"
+
+"And why?"
+
+"Quite so. Why? When we answer that we have made some progress with our
+little problem. Why? There can be only one adequate reason. Some one
+wanted to learn to imitate your writing, and had to procure a specimen
+of it first. And now if we pass on to the second point we find that each
+throws light upon the other. That point is the request made by Pinner
+that you should not resign your place, but should leave the manager of
+this important business in the full expectation that a Mr. Hall Pycroft,
+whom he had never seen, was about to enter the office upon the Monday
+morning."
+
+"My God!" cried our client, "what a blind beetle I have been!"
+
+"Now you see the point about the handwriting. Suppose that some one
+turned up in your place who wrote a completely different hand from that
+in which you had applied for the vacancy, of course the game would have
+been up. But in the interval the rogue had learned to imitate you,
+and his position was therefore secure, as I presume that nobody in the
+office had ever set eyes upon you."
+
+"Not a soul," groaned Hall Pycroft.
+
+"Very good. Of course it was of the utmost importance to prevent you
+from thinking better of it, and also to keep you from coming into
+contact with any one who might tell you that your double was at work
+in Mawson's office. Therefore they gave you a handsome advance on your
+salary, and ran you off to the Midlands, where they gave you enough work
+to do to prevent your going to London, where you might have burst their
+little game up. That is all plain enough."
+
+"But why should this man pretend to be his own brother?"
+
+"Well, that is pretty clear also. There are evidently only two of them
+in it. The other is impersonating you at the office. This one acted
+as your engager, and then found that he could not find you an employer
+without admitting a third person into his plot. That he was most
+unwilling to do. He changed his appearance as far as he could, and
+trusted that the likeness, which you could not fail to observe, would be
+put down to a family resemblance. But for the happy chance of the gold
+stuffing, your suspicions would probably never have been aroused."
+
+Hall Pycroft shook his clinched hands in the air. "Good Lord!" he cried,
+"while I have been fooled in this way, what has this other Hall Pycroft
+been doing at Mawson's? What should we do, Mr. Holmes? Tell me what to
+do."
+
+"We must wire to Mawson's."
+
+"They shut at twelve on Saturdays."
+
+"Never mind. There may be some door-keeper or attendant--"
+
+"Ah yes, they keep a permanent guard there on account of the value of
+the securities that they hold. I remember hearing it talked of in the
+City."
+
+"Very good; we shall wire to him, and see if all is well, and if a clerk
+of your name is working there. That is clear enough; but what is not so
+clear is why at sight of us one of the rogues should instantly walk out
+of the room and hang himself."
+
+"The paper!" croaked a voice behind us. The man was sitting up, blanched
+and ghastly, with returning reason in his eyes, and hands which rubbed
+nervously at the broad red band which still encircled his throat.
+
+"The paper! Of course!" yelled Holmes, in a paroxysm of excitement.
+"Idiot that I was! I thought so much of our visit that the paper never
+entered my head for an instant. To be sure, the secret must be there."
+He flattened it out upon the table, and a cry of triumph burst from his
+lips. "Look at this, Watson," he cried. "It is a London paper, an early
+edition of the Evening Standard. Here is what we want. Look at the
+headlines: 'Crime in the City. Murder at Mawson & Williams's. Gigantic
+attempted Robbery. Capture of the Criminal.' Here, Watson, we are all
+equally anxious to hear it, so kindly read it aloud to us."
+
+It appeared from its position in the paper to have been the one event of
+importance in town, and the account of it ran in this way:
+
+"A desperate attempt at robbery, culminating in the death of one man and
+the capture of the criminal, occurred this afternoon in the City. For
+some time back Mawson & Williams, the famous financial house, have been
+the guardians of securities which amount in the aggregate to a sum of
+considerably over a million sterling. So conscious was the manager of
+the responsibility which devolved upon him in consequence of the great
+interests at stake that safes of the very latest construction have
+been employed, and an armed watchman has been left day and night in the
+building. It appears that last week a new clerk named Hall Pycroft was
+engaged by the firm. This person appears to have been none other that
+Beddington, the famous forger and cracksman, who, with his brother, had
+only recently emerged from a five years' spell of penal servitude. By
+some means, which are not yet clear, he succeeded in winning, under a
+false name, this official position in the office, which he utilized in
+order to obtain moulding of various locks, and a thorough knowledge of
+the position of the strong room and the safes.
+
+"It is customary at Mawson's for the clerks to leave at midday on
+Saturday. Sergeant Tuson, of the City Police, was somewhat surprised,
+therefore to see a gentleman with a carpet bag come down the steps at
+twenty minutes past one. His suspicions being aroused, the sergeant
+followed the man, and with the aid of Constable Pollock succeeded, after
+a most desperate resistance, in arresting him. It was at once clear
+that a daring and gigantic robbery had been committed. Nearly a hundred
+thousand pounds' worth of American railway bonds, with a large amount
+of scrip in mines and other companies, was discovered in the bag. On
+examining the premises the body of the unfortunate watchman was found
+doubled up and thrust into the largest of the safes, where it would not
+have been discovered until Monday morning had it not been for the prompt
+action of Sergeant Tuson. The man's skull had been shattered by a
+blow from a poker delivered from behind. There could be no doubt
+that Beddington had obtained entrance by pretending that he had left
+something behind him, and having murdered the watchman, rapidly rifled
+the large safe, and then made off with his booty. His brother, who
+usually works with him, has not appeared in this job as far as can
+at present be ascertained, although the police are making energetic
+inquiries as to his whereabouts."
+
+"Well, we may save the police some little trouble in that direction,"
+said Holmes, glancing at the haggard figure huddled up by the window.
+"Human nature is a strange mixture, Watson. You see that even a villain
+and murderer can inspire such affection that his brother turns to
+suicide when he learns that his neck is forfeited. However, we have
+no choice as to our action. The doctor and I will remain on guard, Mr.
+Pycroft, if you will have the kindness to step out for the police."
+
+
+
+
+Adventure IV. The "_Gloria Scott_"
+
+
+"I have some papers here," said my friend Sherlock Holmes, as we sat
+one winter's night on either side of the fire, "which I really think,
+Watson, that it would be worth your while to glance over. These are the
+documents in the extraordinary case of the Gloria Scott, and this is the
+message which struck Justice of the Peace Trevor dead with horror when
+he read it."
+
+He had picked from a drawer a little tarnished cylinder, and, undoing
+the tape, he handed me a short note scrawled upon a half-sheet of
+slate-gray paper.
+
+"The supply of game for London is going steadily up," it ran.
+"Head-keeper Hudson, we believe, has been now told to receive all orders
+for fly-paper and for preservation of your hen-pheasant's life."
+
+As I glanced up from reading this enigmatical message, I saw Holmes
+chuckling at the expression upon my face.
+
+"You look a little bewildered," said he.
+
+"I cannot see how such a message as this could inspire horror. It seems
+to me to be rather grotesque than otherwise."
+
+"Very likely. Yet the fact remains that the reader, who was a fine,
+robust old man, was knocked clean down by it as if it had been the butt
+end of a pistol."
+
+"You arouse my curiosity," said I. "But why did you say just now that
+there were very particular reasons why I should study this case?"
+
+"Because it was the first in which I was ever engaged."
+
+I had often endeavored to elicit from my companion what had first turned
+his mind in the direction of criminal research, but had never caught him
+before in a communicative humor. Now he sat forward in this arm-chair
+and spread out the documents upon his knees. Then he lit his pipe and
+sat for some time smoking and turning them over.
+
+"You never heard me talk of Victor Trevor?" he asked. "He was the only
+friend I made during the two years I was at college. I was never a very
+sociable fellow, Watson, always rather fond of moping in my rooms and
+working out my own little methods of thought, so that I never mixed
+much with the men of my year. Bar fencing and boxing I had few athletic
+tastes, and then my line of study was quite distinct from that of the
+other fellows, so that we had no points of contact at all. Trevor was
+the only man I knew, and that only through the accident of his bull
+terrier freezing on to my ankle one morning as I went down to chapel.
+
+"It was a prosaic way of forming a friendship, but it was effective.
+I was laid by the heels for ten days, but Trevor used to come in to
+inquire after me. At first it was only a minute's chat, but soon his
+visits lengthened, and before the end of the term we were close friends.
+He was a hearty, full-blooded fellow, full of spirits and energy,
+the very opposite to me in most respects, but we had some subjects
+in common, and it was a bond of union when I found that he was as
+friendless as I. Finally, he invited me down to his father's place at
+Donnithorpe, in Norfolk, and I accepted his hospitality for a month of
+the long vacation.
+
+"Old Trevor was evidently a man of some wealth and consideration, a
+J.P., and a landed proprietor. Donnithorpe is a little hamlet just to
+the north of Langmere, in the country of the Broads. The house was
+an old-fashioned, wide-spread, oak-beamed brick building, with a fine
+lime-lined avenue leading up to it. There was excellent wild-duck
+shooting in the fens, remarkably good fishing, a small but select
+library, taken over, as I understood, from a former occupant, and a
+tolerable cook, so that he would be a fastidious man who could not put
+in a pleasant month there.
+
+"Trevor senior was a widower, and my friend his only son.
+
+"There had been a daughter, I heard, but she had died of diphtheria
+while on a visit to Birmingham. The father interested me extremely.
+He was a man of little culture, but with a considerable amount of rude
+strength, both physically and mentally. He knew hardly any books, but
+he had traveled far, had seen much of the world. And had remembered
+all that he had learned. In person he was a thick-set, burly man with
+a shock of grizzled hair, a brown, weather-beaten face, and blue eyes
+which were keen to the verge of fierceness. Yet he had a reputation for
+kindness and charity on the country-side, and was noted for the leniency
+of his sentences from the bench.
+
+"One evening, shortly after my arrival, we were sitting over a glass of
+port after dinner, when young Trevor began to talk about those habits
+of observation and inference which I had already formed into a system,
+although I had not yet appreciated the part which they were to play in
+my life. The old man evidently thought that his son was exaggerating in
+his description of one or two trivial feats which I had performed.
+
+"'Come, now, Mr. Holmes,' said he, laughing good-humoredly. 'I'm an
+excellent subject, if you can deduce anything from me.'
+
+"'I fear there is not very much,' I answered; 'I might suggest that
+you have gone about in fear of some personal attack within the last
+twelvemonth.'
+
+"The laugh faded from his lips, and he stared at me in great surprise.
+
+"'Well, that's true enough,' said he. 'You know, Victor,' turning to his
+son, 'when we broke up that poaching gang they swore to knife us, and
+Sir Edward Holly has actually been attacked. I've always been on my
+guard since then, though I have no idea how you know it.'
+
+"'You have a very handsome stick,' I answered. 'By the inscription I
+observed that you had not had it more than a year. But you have taken
+some pains to bore the head of it and pour melted lead into the hole so
+as to make it a formidable weapon. I argued that you would not take such
+precautions unless you had some danger to fear.'
+
+"'Anything else?' he asked, smiling.
+
+"'You have boxed a good deal in your youth.'
+
+"'Right again. How did you know it? Is my nose knocked a little out of
+the straight?'
+
+"'No,' said I. 'It is your ears. They have the peculiar flattening and
+thickening which marks the boxing man.'
+
+"'Anything else?'
+
+"'You have done a good deal of digging by your callosities.'
+
+"'Made all my money at the gold fields.'
+
+"'You have been in New Zealand.'
+
+"'Right again.'
+
+"'You have visited Japan.'
+
+"'Quite true.'
+
+"'And you have been most intimately associated with some one whose
+initials were J. A., and whom you afterwards were eager to entirely
+forget.'
+
+"Mr. Trevor stood slowly up, fixed his large blue eyes upon me with a
+strange wild stare, and then pitched forward, with his face among the
+nutshells which strewed the cloth, in a dead faint.
+
+"You can imagine, Watson, how shocked both his son and I were. His
+attack did not last long, however, for when we undid his collar, and
+sprinkled the water from one of the finger-glasses over his face, he
+gave a gasp or two and sat up.
+
+"'Ah, boys,' said he, forcing a smile, 'I hope I haven't frightened you.
+Strong as I look, there is a weak place in my heart, and it does not
+take much to knock me over. I don't know how you manage this, Mr.
+Holmes, but it seems to me that all the detectives of fact and of fancy
+would be children in your hands. That's your line of life, sir, and you
+may take the word of a man who has seen something of the world.'
+
+"And that recommendation, with the exaggerated estimate of my ability
+with which he prefaced it, was, if you will believe me, Watson, the very
+first thing which ever made me feel that a profession might be made
+out of what had up to that time been the merest hobby. At the moment,
+however, I was too much concerned at the sudden illness of my host to
+think of anything else.
+
+"'I hope that I have said nothing to pain you?' said I.
+
+"'Well, you certainly touched upon rather a tender point. Might I ask
+how you know, and how much you know?' He spoke now in a half-jesting
+fashion, but a look of terror still lurked at the back of his eyes.
+
+"'It is simplicity itself,' said I. 'When you bared your arm to draw
+that fish into the boat I saw that J. A. Had been tattooed in the bend
+of the elbow. The letters were still legible, but it was perfectly clear
+from their blurred appearance, and from the staining of the skin round
+them, that efforts had been made to obliterate them. It was obvious,
+then, that those initials had once been very familiar to you, and that
+you had afterwards wished to forget them.'
+
+"What an eye you have!" he cried, with a sigh of relief. 'It is just as
+you say. But we won't talk of it. Of all ghosts the ghosts of our old
+lovers are the worst. Come into the billiard-room and have a quiet
+cigar.'
+
+
+"From that day, amid all his cordiality, there was always a touch of
+suspicion in Mr. Trevor's manner towards me. Even his son remarked it.
+'You've given the governor such a turn,' said he, 'that he'll never be
+sure again of what you know and what you don't know.' He did not mean
+to show it, I am sure, but it was so strongly in his mind that it peeped
+out at every action. At last I became so convinced that I was causing
+him uneasiness that I drew my visit to a close. On the very day,
+however, before I left, and incident occurred which proved in the sequel
+to be of importance.
+
+"We were sitting out upon the lawn on garden chairs, the three of us,
+basking in the sun and admiring the view across the Broads, when a maid
+came out to say that there was a man at the door who wanted to see Mr.
+Trevor.
+
+"'What is his name?' asked my host.
+
+"'He would not give any.'
+
+"'What does he want, then?'
+
+"'He says that you know him, and that he only wants a moment's
+conversation.'
+
+"'Show him round here.' An instant afterwards there appeared a little
+wizened fellow with a cringing manner and a shambling style of
+walking. He wore an open jacket, with a splotch of tar on the sleeve,
+a red-and-black check shirt, dungaree trousers, and heavy boots badly
+worn. His face was thin and brown and crafty, with a perpetual smile
+upon it, which showed an irregular line of yellow teeth, and his
+crinkled hands were half closed in a way that is distinctive of sailors.
+As he came slouching across the lawn I heard Mr. Trevor make a sort of
+hiccoughing noise in his throat, and jumping out of his chair, he ran
+into the house. He was back in a moment, and I smelt a strong reek of
+brandy as he passed me.
+
+"'Well, my man,' said he. 'What can I do for you?'
+
+"The sailor stood looking at him with puckered eyes, and with the same
+loose-lipped smile upon his face.
+
+"'You don't know me?' he asked.
+
+"'Why, dear me, it is surely Hudson,' said Mr. Trevor in a tone of
+surprise.
+
+"'Hudson it is, sir,' said the seaman. 'Why, it's thirty year and more
+since I saw you last. Here you are in your house, and me still picking
+my salt meat out of the harness cask.'
+
+"'Tut, you will find that I have not forgotten old times,' cried Mr.
+Trevor, and, walking towards the sailor, he said something in a low
+voice. 'Go into the kitchen,' he continued out loud, 'and you will get
+food and drink. I have no doubt that I shall find you a situation.'
+
+"'Thank you, sir,' said the seaman, touching his fore-lock. 'I'm just
+off a two-yearer in an eight-knot tramp, short-handed at that, and I
+wants a rest. I thought I'd get it either with Mr. Beddoes or with you.'
+
+"'Ah!' cried Trevor. 'You know where Mr. Beddoes is?'
+
+"'Bless you, sir, I know where all my old friends are,' said the
+fellow with a sinister smile, and he slouched off after the maid to the
+kitchen. Mr. Trevor mumbled something to us about having been shipmate
+with the man when he was going back to the diggings, and then, leaving
+us on the lawn, he went indoors. An hour later, when we entered the
+house, we found him stretched dead drunk upon the dining-room sofa. The
+whole incident left a most ugly impression upon my mind, and I was
+not sorry next day to leave Donnithorpe behind me, for I felt that my
+presence must be a source of embarrassment to my friend.
+
+"All this occurred during the first month of the long vacation. I went
+up to my London rooms, where I spent seven weeks working out a few
+experiments in organic chemistry. One day, however, when the autumn was
+far advanced and the vacation drawing to a close, I received a telegram
+from my friend imploring me to return to Donnithorpe, and saying that
+he was in great need of my advice and assistance. Of course I dropped
+everything and set out for the North once more.
+
+"He met me with the dog-cart at the station, and I saw at a glance that
+the last two months had been very trying ones for him. He had grown thin
+and careworn, and had lost the loud, cheery manner for which he had been
+remarkable.
+
+"'The governor is dying,' were the first words he said.
+
+"'Impossible!' I cried. 'What is the matter?'
+
+"'Apoplexy. Nervous shock, He's been on the verge all day. I doubt if we
+shall find him alive.'
+
+"I was, as you may think, Watson, horrified at this unexpected news.
+
+"'What has caused it?' I asked.
+
+"'Ah, that is the point. Jump in and we can talk it over while we drive.
+You remember that fellow who came upon the evening before you left us?'
+
+"'Perfectly.'
+
+"'Do you know who it was that we let into the house that day?'
+
+"'I have no idea.'
+
+"'It was the devil, Holmes,' he cried.
+
+"I stared at him in astonishment.
+
+"'Yes, it was the devil himself. We have not had a peaceful hour
+since--not one. The governor has never held up his head from that
+evening, and now the life has been crushed out of him and his heart
+broken, all through this accursed Hudson.'
+
+"'What power had he, then?'
+
+"'Ah, that is what I would give so much to know. The kindly, charitable,
+good old governor--how could he have fallen into the clutches of such a
+ruffian! But I am so glad that you have come, Holmes. I trust very much
+to your judgment and discretion, and I know that you will advise me for
+the best.'
+
+"We were dashing along the smooth white country road, with the long
+stretch of the Broads in front of us glimmering in the red light of the
+setting sun. From a grove upon our left I could already see the high
+chimneys and the flag-staff which marked the squire's dwelling.
+
+"'My father made the fellow gardener,' said my companion, 'and then, as
+that did not satisfy him, he was promoted to be butler. The house seemed
+to be at his mercy, and he wandered about and did what he chose in it.
+The maids complained of his drunken habits and his vile language. The
+dad raised their wages all round to recompense them for the annoyance.
+The fellow would take the boat and my father's best gun and treat
+himself to little shooting trips. And all this with such a sneering,
+leering, insolent face that I would have knocked him down twenty times
+over if he had been a man of my own age. I tell you, Holmes, I have
+had to keep a tight hold upon myself all this time; and now I am asking
+myself whether, if I had let myself go a little more, I might not have
+been a wiser man.
+
+"'Well, matters went from bad to worse with us, and this animal Hudson
+became more and more intrusive, until at last, on making some insolent
+reply to my father in my presence one day, I took him by the shoulders
+and turned him out of the room. He slunk away with a livid face and two
+venomous eyes which uttered more threats than his tongue could do. I
+don't know what passed between the poor dad and him after that, but the
+dad came to me next day and asked me whether I would mind apologizing to
+Hudson. I refused, as you can imagine, and asked my father how he
+could allow such a wretch to take such liberties with himself and his
+household.
+
+"'"Ah, my boy," said he, "it is all very well to talk, but you don't
+know how I am placed. But you shall know, Victor. I'll see that you
+shall know, come what may. You wouldn't believe harm of your poor old
+father, would you, lad?" He was very much moved, and shut himself up
+in the study all day, where I could see through the window that he was
+writing busily.
+
+"'That evening there came what seemed to me to be a grand release,
+for Hudson told us that he was going to leave us. He walked into the
+dining-room as we sat after dinner, and announced his intention in the
+thick voice of a half-drunken man.
+
+"'"I've had enough of Norfolk," said he. "I'll run down to Mr. Beddoes
+in Hampshire. He'll be as glad to see me as you were, I dare say."
+
+"'"You're not going away in an unkind spirit, Hudson, I hope," said my
+father, with a tameness which made my blood boil.
+
+"'"I've not had my 'pology," said he sulkily, glancing in my direction.
+
+"'"Victor, you will acknowledge that you have used this worthy fellow
+rather roughly," said the dad, turning to me.
+
+"'"On the contrary, I think that we have both shown extraordinary
+patience towards him," I answered.
+
+"'"Oh, you do, do you?" he snarls. "Very good, mate. We'll see about
+that!"
+
+"'He slouched out of the room, and half an hour afterwards left the
+house, leaving my father in a state of pitiable nervousness. Night after
+night I heard him pacing his room, and it was just as he was recovering
+his confidence that the blow did at last fall.'
+
+"'And how?' I asked eagerly.
+
+"'In a most extraordinary fashion. A letter arrived for my father
+yesterday evening, bearing the Fordingbridge post-mark. My father read
+it, clapped both his hands to his head, and began running round the room
+in little circles like a man who has been driven out of his senses. When
+I at last drew him down on to the sofa, his mouth and eyelids were all
+puckered on one side, and I saw that he had a stroke. Dr. Fordham came
+over at once. We put him to bed; but the paralysis has spread, he has
+shown no sign of returning consciousness, and I think that we shall
+hardly find him alive.'
+
+"'You horrify me, Trevor!' I cried. 'What then could have been in this
+letter to cause so dreadful a result?'
+
+"'Nothing. There lies the inexplicable part of it. The message was
+absurd and trivial. Ah, my God, it is as I feared!'
+
+"As he spoke we came round the curve of the avenue, and saw in the
+fading light that every blind in the house had been drawn down. As
+we dashed up to the door, my friend's face convulsed with grief, a
+gentleman in black emerged from it.
+
+"'When did it happen, doctor?' asked Trevor.
+
+"'Almost immediately after you left.'
+
+"'Did he recover consciousness?'
+
+"'For an instant before the end.'
+
+"'Any message for me.'
+
+"'Only that the papers were in the back drawer of the Japanese cabinet.'
+
+"My friend ascended with the doctor to the chamber of death, while I
+remained in the study, turning the whole matter over and over in my
+head, and feeling as sombre as ever I had done in my life. What was the
+past of this Trevor, pugilist, traveler, and gold-digger, and how had he
+placed himself in the power of this acid-faced seaman? Why, too, should
+he faint at an allusion to the half-effaced initials upon his arm, and
+die of fright when he had a letter from Fordingham? Then I remembered
+that Fordingham was in Hampshire, and that this Mr. Beddoes, whom the
+seaman had gone to visit and presumably to blackmail, had also been
+mentioned as living in Hampshire. The letter, then, might either come
+from Hudson, the seaman, saying that he had betrayed the guilty secret
+which appeared to exist, or it might come from Beddoes, warning an old
+confederate that such a betrayal was imminent. So far it seemed clear
+enough. But then how could this letter be trivial and grotesque, as
+describe by the son? He must have misread it. If so, it must have been
+one of those ingenious secret codes which mean one thing while they seem
+to mean another. I must see this letter. If there were a hidden meaning
+in it, I was confident that I could pluck it forth. For an hour I sat
+pondering over it in the gloom, until at last a weeping maid brought in
+a lamp, and close at her heels came my friend Trevor, pale but composed,
+with these very papers which lie upon my knee held in his grasp. He sat
+down opposite to me, drew the lamp to the edge of the table, and handed
+me a short note scribbled, as you see, upon a single sheet of gray
+paper. 'The supply of game for London is going steadily up,' it ran.
+'Head-keeper Hudson, we believe, has been now told to receive all orders
+for fly-paper and for preservation of your hen-pheasant's life.'
+
+"I dare say my face looked as bewildered as yours did just now when
+first I read this message. Then I reread it very carefully. It was
+evidently as I had thought, and some secret meaning must lie buried
+in this strange combination of words. Or could it be that there was
+a prearranged significance to such phrases as 'fly-paper' and
+'hen-pheasant'? Such a meaning would be arbitrary and could not be
+deduced in any way. And yet I was loath to believe that this was the
+case, and the presence of the word Hudson seemed to show that the
+subject of the message was as I had guessed, and that it was from
+Beddoes rather than the sailor. I tried it backwards, but the
+combination 'life pheasant's hen' was not encouraging. Then I tried
+alternate words, but neither 'the of for' nor 'supply game London'
+promised to throw any light upon it.
+
+"And then in an instant the key of the riddle was in my hands, and I saw
+that every third word, beginning with the first, would give a message
+which might well drive old Trevor to despair.
+
+"It was short and terse, the warning, as I now read it to my companion:
+
+"'The game is up. Hudson has told all. Fly for your life.'
+
+"Victor Trevor sank his face into his shaking hands. 'It must be that,
+I suppose,' said he. "This is worse than death, for it means disgrace
+as well. But what is the meaning of these "head-keepers" and
+"hen-pheasants"?'
+
+"'It means nothing to the message, but it might mean a good deal to us
+if we had no other means of discovering the sender. You see that he has
+begun by writing "The...game...is," and so on. Afterwards he had, to
+fulfill the prearranged cipher, to fill in any two words in each space.
+He would naturally use the first words which came to his mind, and
+if there were so many which referred to sport among them, you may
+be tolerably sure that he is either an ardent shot or interested in
+breeding. Do you know anything of this Beddoes?'
+
+"'Why, now that you mention it,' said he, 'I remember that my poor
+father used to have an invitation from him to shoot over his preserves
+every autumn.'
+
+"'Then it is undoubtedly from him that the note comes,' said I. 'It only
+remains for us to find out what this secret was which the sailor Hudson
+seems to have held over the heads of these two wealthy and respected
+men.'
+
+"'Alas, Holmes, I fear that it is one of sin and shame!' cried my
+friend. 'But from you I shall have no secrets. Here is the statement
+which was drawn up by my father when he knew that the danger from Hudson
+had become imminent. I found it in the Japanese cabinet, as he told the
+doctor. Take it and read it to me, for I have neither the strength nor
+the courage to do it myself.'
+
+"These are the very papers, Watson, which he handed to me, and I will
+read them to you, as I read them in the old study that night to him.
+They are endorsed outside, as you see, 'Some particulars of the voyage
+of the bark _Gloria Scott_, from her leaving Falmouth on the 8th
+October, 1855, to her destruction in N. Lat. 15 degrees 20', W. Long.
+25 degrees 14' on Nov. 6th.' It is in the form of a letter, and runs in
+this way:
+
+"'My dear, dear son, now that approaching disgrace begins to darken the
+closing years of my life, I can write with all truth and honesty that it
+is not the terror of the law, it is not the loss of my position in the
+county, nor is it my fall in the eyes of all who have known me, which
+cuts me to the heart; but it is the thought that you should come to
+blush for me--you who love me and who have seldom, I hope, had reason to
+do other than respect me. But if the blow falls which is forever hanging
+over me, then I should wish you to read this, that you may know straight
+from me how far I have been to blame. On the other hand, if all should
+go well (which may kind God Almighty grant!), then if by any chance this
+paper should be still undestroyed and should fall into your hands, I
+conjure you, by all you hold sacred, by the memory of your dear mother,
+and by the love which had been between us, to hurl it into the fire and
+to never give one thought to it again.
+
+"'If then your eye goes on to read this line, I know that I shall
+already have been exposed and dragged from my home, or as is more
+likely, for you know that my heart is weak, by lying with my tongue
+sealed forever in death. In either case the time for suppression is
+past, and every word which I tell you is the naked truth, and this I
+swear as I hope for mercy.
+
+"'My name, dear lad, is not Trevor. I was James Armitage in my younger
+days, and you can understand now the shock that it was to me a few weeks
+ago when your college friend addressed me in words which seemed to imply
+that he had surprised my secret. As Armitage it was that I entered a
+London banking-house, and as Armitage I was convicted of breaking my
+country's laws, and was sentenced to transportation. Do not think very
+harshly of me, laddie. It was a debt of honor, so called, which I had
+to pay, and I used money which was not my own to do it, in the certainty
+that I could replace it before there could be any possibility of its
+being missed. But the most dreadful ill-luck pursued me. The money which
+I had reckoned upon never came to hand, and a premature examination of
+accounts exposed my deficit. The case might have been dealt leniently
+with, but the laws were more harshly administered thirty years ago than
+now, and on my twenty-third birthday I found myself chained as a felon
+with thirty-seven other convicts in 'tween-decks of the bark _Gloria
+Scott_, bound for Australia.
+
+"'It was the year '55 when the Crimean war was at its height, and the
+old convict ships had been largely used as transports in the Black
+Sea. The government was compelled, therefore, to use smaller and less
+suitable vessels for sending out their prisoners. The Gloria Scott
+had been in the Chinese tea-trade, but she was an old-fashioned,
+heavy-bowed, broad-beamed craft, and the new clippers had cut her
+out. She was a five-hundred-ton boat; and besides her thirty-eight
+jail-birds, she carried twenty-six of a crew, eighteen soldiers, a
+captain, three mates, a doctor, a chaplain, and four warders. Nearly a
+hundred souls were in her, all told, when we set sail from Falmouth.
+
+"'The partitions between the cells of the convicts, instead of being of
+thick oak, as is usual in convict-ships, were quite thin and frail.
+The man next to me, upon the aft side, was one whom I had particularly
+noticed when we were led down the quay. He was a young man with a
+clear, hairless face, a long, thin nose, and rather nut-cracker jaws.
+He carried his head very jauntily in the air, had a swaggering style
+of walking, and was, above all else, remarkable for his extraordinary
+height. I don't think any of our heads would have come up to his
+shoulder, and I am sure that he could not have measured less than six
+and a half feet. It was strange among so many sad and weary faces to see
+one which was full of energy and resolution. The sight of it was to me
+like a fire in a snow-storm. I was glad, then, to find that he was my
+neighbor, and gladder still when, in the dead of the night, I heard a
+whisper close to my ear, and found that he had managed to cut an opening
+in the board which separated us.
+
+"'"Hullo, chummy!" said he, "what's your name, and what are you here
+for?"
+
+"'I answered him, and asked in turn who I was talking with.
+
+"'"I'm Jack Prendergast," said he, "and by God! You'll learn to bless my
+name before you've done with me."
+
+"'I remembered hearing of his case, for it was one which had made an
+immense sensation throughout the country some time before my own arrest.
+He was a man of good family and of great ability, but of incurably
+vicious habits, who had by an ingenious system of fraud obtained huge
+sums of money from the leading London merchants.
+
+"'"Ha, ha! You remember my case!" said he proudly.
+
+"'"Very well, indeed."
+
+"'"Then maybe you remember something queer about it?"
+
+"'"What was that, then?"
+
+"'"I'd had nearly a quarter of a million, hadn't I?"
+
+"'"So it was said."
+
+"'"But none was recovered, eh?"
+
+"'"No."
+
+"'"Well, where d'ye suppose the balance is?" he asked.
+
+"'"I have no idea," said I.
+
+"'"Right between my finger and thumb," he cried. "By God! I've got more
+pounds to my name than you've hairs on your head. And if you've money,
+my son, and know how to handle it and spread it, you can do anything.
+Now, you don't think it likely that a man who could do anything is going
+to wear his breeches out sitting in the stinking hold of a rat-gutted,
+beetle-ridden, mouldy old coffin of a Chin China coaster. No, sir, such
+a man will look after himself and will look after his chums. You may lay
+to that! You hold on to him, and you may kiss the book that he'll haul
+you through."
+
+"'That was his style of talk, and at first I thought it meant nothing;
+but after a while, when he had tested me and sworn me in with all
+possible solemnity, he let me understand that there really was a plot
+to gain command of the vessel. A dozen of the prisoners had hatched it
+before they came aboard, Prendergast was the leader, and his money was
+the motive power.
+
+"'"I'd a partner," said he, "a rare good man, as true as a stock to a
+barrel. He's got the dibbs, he has, and where do you think he is at this
+moment? Why, he's the chaplain of this ship--the chaplain, no less! He
+came aboard with a black coat, and his papers right, and money enough in
+his box to buy the thing right up from keel to main-truck. The crew
+are his, body and soul. He could buy 'em at so much a gross with a cash
+discount, and he did it before ever they signed on. He's got two of the
+warders and Mereer, the second mate, and he'd get the captain himself,
+if he thought him worth it."
+
+"'"What are we to do, then?" I asked.
+
+"'"What do you think?" said he. "We'll make the coats of some of these
+soldiers redder than ever the tailor did."
+
+"'"But they are armed," said I.
+
+"'"And so shall we be, my boy. There's a brace of pistols for every
+mother's son of us, and if we can't carry this ship, with the crew at
+our back, it's time we were all sent to a young misses' boarding-school.
+You speak to your mate upon the left to-night, and see if he is to be
+trusted."
+
+"'I did so, and found my other neighbor to be a young fellow in much
+the same position as myself, whose crime had been forgery. His name was
+Evans, but he afterwards changed it, like myself, and he is now a rich
+and prosperous man in the south of England. He was ready enough to join
+the conspiracy, as the only means of saving ourselves, and before we had
+crossed the Bay there were only two of the prisoners who were not in the
+secret. One of these was of weak mind, and we did not dare to trust him,
+and the other was suffering from jaundice, and could not be of any use
+to us.
+
+"'From the beginning there was really nothing to prevent us from taking
+possession of the ship. The crew were a set of ruffians, specially
+picked for the job. The sham chaplain came into our cells to exhort us,
+carrying a black bag, supposed to be full of tracts, and so often did
+he come that by the third day we had each stowed away at the foot of our
+beds a file, a brace of pistols, a pound of powder, and twenty slugs.
+Two of the warders were agents of Prendergast, and the second mate was
+his right-hand man. The captain, the two mates, two warders Lieutenant
+Martin, his eighteen soldiers, and the doctor were all that we had
+against us. Yet, safe as it was, we determined to neglect no precaution,
+and to make our attack suddenly by night. It came, however, more quickly
+than we expected, and in this way.
+
+"'One evening, about the third week after our start, the doctor had come
+down to see one of the prisoners who was ill, and putting his hand down
+on the bottom of his bunk he felt the outline of the pistols. If he had
+been silent he might have blown the whole thing, but he was a nervous
+little chap, so he gave a cry of surprise and turned so pale that the
+man knew what was up in an instant and seized him. He was gagged before
+he could give the alarm, and tied down upon the bed. He had unlocked
+the door that led to the deck, and we were through it in a rush. The two
+sentries were shot down, and so was a corporal who came running to see
+what was the matter. There were two more soldiers at the door of the
+state-room, and their muskets seemed not to be loaded, for they never
+fired upon us, and they were shot while trying to fix their bayonets.
+Then we rushed on into the captain's cabin, but as we pushed open the
+door there was an explosion from within, and there he lay with his
+brains smeared over the chart of the Atlantic which was pinned upon the
+table, while the chaplain stood with a smoking pistol in his hand at
+his elbow. The two mates had both been seized by the crew, and the whole
+business seemed to be settled.
+
+"'The state-room was next the cabin, and we flocked in there and flopped
+down on the settees, all speaking together, for we were just mad with
+the feeling that we were free once more. There were lockers all round,
+and Wilson, the sham chaplain, knocked one of them in, and pulled out a
+dozen of brown sherry. We cracked off the necks of the bottles, poured
+the stuff out into tumblers, and were just tossing them off, when in an
+instant without warning there came the roar of muskets in our ears, and
+the saloon was so full of smoke that we could not see across the table.
+When it cleared again the place was a shambles. Wilson and eight others
+were wriggling on the top of each other on the floor, and the blood and
+the brown sherry on that table turn me sick now when I think of it. We
+were so cowed by the sight that I think we should have given the job up
+if it had not been for Prendergast. He bellowed like a bull and rushed
+for the door with all that were left alive at his heels. Out we ran,
+and there on the poop were the lieutenant and ten of his men. The swing
+skylights above the saloon table had been a bit open, and they had fired
+on us through the slit. We got on them before they could load, and they
+stood to it like men; but we had the upper hand of them, and in five
+minutes it was all over. My God! Was there ever a slaughter-house
+like that ship! Prendergast was like a raging devil, and he picked the
+soldiers up as if they had been children and threw them overboard alive
+or dead. There was one sergeant that was horribly wounded and yet kept
+on swimming for a surprising time, until some one in mercy blew out his
+brains. When the fighting was over there was no one left of our enemies
+except just the warders the mates, and the doctor.
+
+"'It was over them that the great quarrel arose. There were many of us
+who were glad enough to win back our freedom, and yet who had no wish
+to have murder on our souls. It was one thing to knock the soldiers over
+with their muskets in their hands, and it was another to stand by while
+men were being killed in cold blood. Eight of us, five convicts and
+three sailors, said that we would not see it done. But there was no
+moving Prendergast and those who were with him. Our only chance of
+safety lay in making a clean job of it, said he, and he would not leave
+a tongue with power to wag in a witness-box. It nearly came to our
+sharing the fate of the prisoners, but at last he said that if we wished
+we might take a boat and go. We jumped at the offer, for we were already
+sick of these bloodthirsty doings, and we saw that there would be worse
+before it was done. We were given a suit of sailor togs each, a barrel
+of water, two casks, one of junk and one of biscuits, and a compass.
+Prendergast threw us over a chart, told us that we were shipwrecked
+mariners whose ship had foundered in Lat. 15 degrees and Long 25 degrees
+west, and then cut the painter and let us go.
+
+"'And now I come to the most surprising part of my story, my dear son.
+The seamen had hauled the fore-yard aback during the rising, but now as
+we left them they brought it square again, and as there was a light wind
+from the north and east the bark began to draw slowly away from us. Our
+boat lay, rising and falling, upon the long, smooth rollers, and Evans
+and I, who were the most educated of the party, were sitting in the
+sheets working out our position and planning what coast we should make
+for. It was a nice question, for the Cape de Verdes were about five
+hundred miles to the north of us, and the African coast about seven
+hundred to the east. On the whole, as the wind was coming round to the
+north, we thought that Sierra Leone might be best, and turned our head
+in that direction, the bark being at that time nearly hull down on our
+starboard quarter. Suddenly as we looked at her we saw a dense black
+cloud of smoke shoot up from her, which hung like a monstrous tree upon
+the sky line. A few seconds later a roar like thunder burst upon our
+ears, and as the smoke thinned away there was no sign left of the
+_Gloria Scott_. In an instant we swept the boat's head round again and
+pulled with all our strength for the place where the haze still trailing
+over the water marked the scene of this catastrophe.
+
+"'It was a long hour before we reached it, and at first we feared that
+we had come too late to save any one. A splintered boat and a number of
+crates and fragments of spars rising and falling on the waves showed us
+where the vessel had foundered; but there was no sign of life, and we
+had turned away in despair when we heard a cry for help, and saw at some
+distance a piece of wreckage with a man lying stretched across it. When
+we pulled him aboard the boat he proved to be a young seaman of the
+name of Hudson, who was so burned and exhausted that he could give us no
+account of what had happened until the following morning.
+
+"'It seemed that after we had left, Prendergast and his gang had
+proceeded to put to death the five remaining prisoners. The two warders
+had been shot and thrown overboard, and so also had the third mate.
+Prendergast then descended into the 'tween-decks and with his own hands
+cut the throat of the unfortunate surgeon. There only remained the first
+mate, who was a bold and active man. When he saw the convict approaching
+him with the bloody knife in his hand he kicked off his bonds, which he
+had somehow contrived to loosen, and rushing down the deck he plunged
+into the after-hold. A dozen convicts, who descended with their pistols
+in search of him, found him with a match-box in his hand seated beside
+an open powder-barrel, which was one of a hundred carried on board, and
+swearing that he would blow all hands up if he were in any way molested.
+An instant later the explosion occurred, though Hudson thought it was
+caused by the misdirected bullet of one of the convicts rather than the
+mate's match. Be the cause what it may, it was the end of the _Gloria
+Scott_ and of the rabble who held command of her.
+
+"'Such, in a few words, my dear boy, is the history of this terrible
+business in which I was involved. Next day we were picked up by the brig
+_Hotspur_, bound for Australia, whose captain found no difficulty in
+believing that we were the survivors of a passenger ship which had
+foundered. The transport ship Gloria Scott was set down by the Admiralty
+as being lost at sea, and no word has ever leaked out as to her true
+fate. After an excellent voyage the _Hotspur_ landed us at Sydney, where
+Evans and I changed our names and made our way to the diggings,
+where, among the crowds who were gathered from all nations, we had no
+difficulty in losing our former identities. The rest I need not relate.
+We prospered, we traveled, we came back as rich colonials to England,
+and we bought country estates. For more than twenty years we have
+led peaceful and useful lives, and we hoped that our past was forever
+buried. Imagine, then, my feelings when in the seaman who came to us I
+recognized instantly the man who had been picked off the wreck. He had
+tracked us down somehow, and had set himself to live upon our fears. You
+will understand now how it was that I strove to keep the peace with him,
+and you will in some measure sympathize with me in the fears which fill
+me, now that he has gone from me to his other victim with threats upon
+his tongue.'
+
+"Underneath is written in a hand so shaky as to be hardly legible,
+'Beddoes writes in cipher to say H. Has told all. Sweet Lord, have mercy
+on our souls!'
+
+"That was the narrative which I read that night to young Trevor, and I
+think, Watson, that under the circumstances it was a dramatic one.
+The good fellow was heart-broken at it, and went out to the Terai tea
+planting, where I hear that he is doing well. As to the sailor and
+Beddoes, neither of them was ever heard of again after that day on which
+the letter of warning was written. They both disappeared utterly and
+completely. No complaint had been lodged with the police, so that
+Beddoes had mistaken a threat for a deed. Hudson had been seen lurking
+about, and it was believed by the police that he had done away with
+Beddoes and had fled. For myself I believe that the truth was exactly
+the opposite. I think that it is most probable that Beddoes, pushed to
+desperation and believing himself to have been already betrayed, had
+revenged himself upon Hudson, and had fled from the country with as much
+money as he could lay his hands on. Those are the facts of the case,
+Doctor, and if they are of any use to your collection, I am sure that
+they are very heartily at your service."
+
+
+
+
+Adventure V. The Musgrave Ritual
+
+
+An anomaly which often struck me in the character of my friend Sherlock
+Holmes was that, although in his methods of thought he was the neatest
+and most methodical of mankind, and although also he affected a certain
+quiet primness of dress, he was none the less in his personal habits one
+of the most untidy men that ever drove a fellow-lodger to distraction.
+Not that I am in the least conventional in that respect myself. The
+rough-and-tumble work in Afghanistan, coming on the top of a natural
+Bohemianism of disposition, has made me rather more lax than befits a
+medical man. But with me there is a limit, and when I find a man who
+keeps his cigars in the coal-scuttle, his tobacco in the toe end of
+a Persian slipper, and his unanswered correspondence transfixed by a
+jack-knife into the very centre of his wooden mantelpiece, then I begin
+to give myself virtuous airs. I have always held, too, that pistol
+practice should be distinctly an open-air pastime; and when Holmes, in
+one of his queer humors, would sit in an arm-chair with his hair-trigger
+and a hundred Boxer cartridges, and proceed to adorn the opposite
+wall with a patriotic V. R. done in bullet-pocks, I felt strongly that
+neither the atmosphere nor the appearance of our room was improved by
+it.
+
+Our chambers were always full of chemicals and of criminal relics which
+had a way of wandering into unlikely positions, and of turning up in
+the butter-dish or in even less desirable places. But his papers were
+my great crux. He had a horror of destroying documents, especially those
+which were connected with his past cases, and yet it was only once in
+every year or two that he would muster energy to docket and arrange
+them; for, as I have mentioned somewhere in these incoherent memoirs,
+the outbursts of passionate energy when he performed the remarkable
+feats with which his name is associated were followed by reactions of
+lethargy during which he would lie about with his violin and his books,
+hardly moving save from the sofa to the table. Thus month after month
+his papers accumulated, until every corner of the room was stacked with
+bundles of manuscript which were on no account to be burned, and which
+could not be put away save by their owner. One winter's night, as we
+sat together by the fire, I ventured to suggest to him that, as he had
+finished pasting extracts into his common-place book, he might employ
+the next two hours in making our room a little more habitable. He could
+not deny the justice of my request, so with a rather rueful face he went
+off to his bedroom, from which he returned presently pulling a large tin
+box behind him. This he placed in the middle of the floor and, squatting
+down upon a stool in front of it, he threw back the lid. I could see
+that it was already a third full of bundles of paper tied up with red
+tape into separate packages.
+
+"There are cases enough here, Watson," said he, looking at me with
+mischievous eyes. "I think that if you knew all that I had in this box
+you would ask me to pull some out instead of putting others in."
+
+"These are the records of your early work, then?" I asked. "I have often
+wished that I had notes of those cases."
+
+"Yes, my boy, these were all done prematurely before my biographer
+had come to glorify me." He lifted bundle after bundle in a tender,
+caressing sort of way. "They are not all successes, Watson," said he.
+"But there are some pretty little problems among them. Here's the record
+of the Tarleton murders, and the case of Vamberry, the wine merchant,
+and the adventure of the old Russian woman, and the singular affair
+of the aluminium crutch, as well as a full account of Ricoletti of the
+club-foot, and his abominable wife. And here--ah, now, this really is
+something a little recherché."
+
+He dived his arm down to the bottom of the chest, and brought up a small
+wooden box with a sliding lid, such as children's toys are kept in. From
+within he produced a crumpled piece of paper, and old-fashioned brass
+key, a peg of wood with a ball of string attached to it, and three rusty
+old disks of metal.
+
+"Well, my boy, what do you make of this lot?" he asked, smiling at my
+expression.
+
+"It is a curious collection."
+
+"Very curious, and the story that hangs round it will strike you as
+being more curious still."
+
+"These relics have a history then?"
+
+"So much so that they are history."
+
+"What do you mean by that?"
+
+Sherlock Holmes picked them up one by one, and laid them along the edge
+of the table. Then he reseated himself in his chair and looked them over
+with a gleam of satisfaction in his eyes.
+
+"These," said he, "are all that I have left to remind me of the
+adventure of the Musgrave Ritual."
+
+I had heard him mention the case more than once, though I had never been
+able to gather the details. "I should be so glad," said I, "if you would
+give me an account of it."
+
+"And leave the litter as it is?" he cried, mischievously. "Your tidiness
+won't bear much strain after all, Watson. But I should be glad that you
+should add this case to your annals, for there are points in it which
+make it quite unique in the criminal records of this or, I believe,
+of any other country. A collection of my trifling achievements would
+certainly be incomplete which contained no account of this very singular
+business.
+
+"You may remember how the affair of the _Gloria Scott_, and my
+conversation with the unhappy man whose fate I told you of, first turned
+my attention in the direction of the profession which has become my
+life's work. You see me now when my name has become known far and
+wide, and when I am generally recognized both by the public and by the
+official force as being a final court of appeal in doubtful cases.
+Even when you knew me first, at the time of the affair which you have
+commemorated in 'A Study in Scarlet,' I had already established a
+considerable, though not a very lucrative, connection. You can hardly
+realize, then, how difficult I found it at first, and how long I had to
+wait before I succeeded in making any headway.
+
+"When I first came up to London I had rooms in Montague Street, just
+round the corner from the British Museum, and there I waited, filling in
+my too abundant leisure time by studying all those branches of science
+which might make me more efficient. Now and again cases came in my way,
+principally through the introduction of old fellow-students, for during
+my last years at the University there was a good deal of talk there
+about myself and my methods. The third of these cases was that of the
+Musgrave Ritual, and it is to the interest which was aroused by that
+singular chain of events, and the large issues which proved to be at
+stake, that I trace my first stride towards the position which I now
+hold.
+
+"Reginald Musgrave had been in the same college as myself, and I had
+some slight acquaintance with him. He was not generally popular among
+the undergraduates, though it always seemed to me that what was set down
+as pride was really an attempt to cover extreme natural diffidence.
+In appearance he was a man of exceedingly aristocratic type, thin,
+high-nosed, and large-eyed, with languid and yet courtly manners. He was
+indeed a scion of one of the very oldest families in the kingdom,
+though his branch was a cadet one which had separated from the northern
+Musgraves some time in the sixteenth century, and had established itself
+in western Sussex, where the Manor House of Hurlstone is perhaps the
+oldest inhabited building in the county. Something of his birth place
+seemed to cling to the man, and I never looked at his pale, keen face
+or the poise of his head without associating him with gray archways and
+mullioned windows and all the venerable wreckage of a feudal keep. Once
+or twice we drifted into talk, and I can remember that more than once he
+expressed a keen interest in my methods of observation and inference.
+
+"For four years I had seen nothing of him until one morning he walked
+into my room in Montague Street. He had changed little, was dressed like
+a young man of fashion--he was always a bit of a dandy--and preserved
+the same quiet, suave manner which had formerly distinguished him.
+
+"'How has all gone with you Musgrave?' I asked, after we had cordially
+shaken hands.
+
+"'You probably heard of my poor father's death,' said he; 'he was
+carried off about two years ago. Since then I have of course had the
+Hurlstone estates to manage, and as I am member for my district as well,
+my life has been a busy one. But I understand, Holmes, that you are
+turning to practical ends those powers with which you used to amaze us?'
+
+"'Yes,' said I, 'I have taken to living by my wits.'
+
+"'I am delighted to hear it, for your advice at present would be
+exceedingly valuable to me. We have had some very strange doings at
+Hurlstone, and the police have been able to throw no light upon the
+matter. It is really the most extraordinary and inexplicable business.'
+
+"You can imagine with what eagerness I listened to him, Watson, for
+the very chance for which I had been panting during all those months
+of inaction seemed to have come within my reach. In my inmost heart I
+believed that I could succeed where others failed, and now I had the
+opportunity to test myself.
+
+"'Pray, let me have the details,' I cried.
+
+"Reginald Musgrave sat down opposite to me, and lit the cigarette which
+I had pushed towards him.
+
+"'You must know,' said he, 'that though I am a bachelor, I have to keep
+up a considerable staff of servants at Hurlstone, for it is a rambling
+old place, and takes a good deal of looking after. I preserve, too, and
+in the pheasant months I usually have a house-party, so that it would
+not do to be short-handed. Altogether there are eight maids, the cook,
+the butler, two footmen, and a boy. The garden and the stables of course
+have a separate staff.
+
+"'Of these servants the one who had been longest in our service was
+Brunton the butler. He was a young school-master out of place when he
+was first taken up by my father, but he was a man of great energy and
+character, and he soon became quite invaluable in the household. He was
+a well-grown, handsome man, with a splendid forehead, and though he has
+been with us for twenty years he cannot be more than forty now. With
+his personal advantages and his extraordinary gifts--for he can speak
+several languages and play nearly every musical instrument--it is
+wonderful that he should have been satisfied so long in such a position,
+but I suppose that he was comfortable, and lacked energy to make any
+change. The butler of Hurlstone is always a thing that is remembered by
+all who visit us.
+
+"'But this paragon has one fault. He is a bit of a Don Juan, and you can
+imagine that for a man like him it is not a very difficult part to play
+in a quiet country district. When he was married it was all right, but
+since he has been a widower we have had no end of trouble with him. A
+few months ago we were in hopes that he was about to settle down again
+for he became engaged to Rachel Howells, our second house-maid; but he
+has thrown her over since then and taken up with Janet Tregellis, the
+daughter of the head game-keeper. Rachel--who is a very good girl, but
+of an excitable Welsh temperament--had a sharp touch of brain-fever,
+and goes about the house now--or did until yesterday--like a black-eyed
+shadow of her former self. That was our first drama at Hurlstone; but a
+second one came to drive it from our minds, and it was prefaced by the
+disgrace and dismissal of butler Brunton.
+
+"'This was how it came about. I have said that the man was intelligent,
+and this very intelligence has caused his ruin, for it seems to have
+led to an insatiable curiosity about things which did not in the least
+concern him. I had no idea of the lengths to which this would carry him,
+until the merest accident opened my eyes to it.
+
+"'I have said that the house is a rambling one. One day last week--on
+Thursday night, to be more exact--I found that I could not sleep,
+having foolishly taken a cup of strong café noir after my dinner. After
+struggling against it until two in the morning, I felt that it was quite
+hopeless, so I rose and lit the candle with the intention of continuing
+a novel which I was reading. The book, however, had been left in the
+billiard-room, so I pulled on my dressing-gown and started off to get
+it.
+
+"'In order to reach the billiard-room I had to descend a flight of
+stairs and then to cross the head of a passage which led to the library
+and the gun-room. You can imagine my surprise when, as I looked down
+this corridor, I saw a glimmer of light coming from the open door of the
+library. I had myself extinguished the lamp and closed the door before
+coming to bed. Naturally my first thought was of burglars. The corridors
+at Hurlstone have their walls largely decorated with trophies of old
+weapons. From one of these I picked a battle-axe, and then, leaving my
+candle behind me, I crept on tiptoe down the passage and peeped in at
+the open door.
+
+"'Brunton, the butler, was in the library. He was sitting, fully
+dressed, in an easy-chair, with a slip of paper which looked like a
+map upon his knee, and his forehead sunk forward upon his hand in deep
+thought. I stood dumb with astonishment, watching him from the darkness.
+A small taper on the edge of the table shed a feeble light which
+sufficed to show me that he was fully dressed. Suddenly, as I looked,
+he rose from his chair, and walking over to a bureau at the side, he
+unlocked it and drew out one of the drawers. From this he took a paper,
+and returning to his seat he flattened it out beside the taper on the
+edge of the table, and began to study it with minute attention. My
+indignation at this calm examination of our family documents overcame
+me so far that I took a step forward, and Brunton, looking up, saw me
+standing in the doorway. He sprang to his feet, his face turned livid
+with fear, and he thrust into his breast the chart-like paper which he
+had been originally studying.
+
+"'"So!" said I. "This is how you repay the trust which we have reposed
+in you. You will leave my service to-morrow."
+
+"'He bowed with the look of a man who is utterly crushed, and slunk past
+me without a word. The taper was still on the table, and by its light
+I glanced to see what the paper was which Brunton had taken from the
+bureau. To my surprise it was nothing of any importance at all,
+but simply a copy of the questions and answers in the singular old
+observance called the Musgrave Ritual. It is a sort of ceremony peculiar
+to our family, which each Musgrave for centuries past has gone through
+on his coming of age--a thing of private interest, and perhaps of some
+little importance to the archaeologist, like our own blazonings and
+charges, but of no practical use whatever.'
+
+"'We had better come back to the paper afterwards,' said I.
+
+"'If you think it really necessary,' he answered, with some hesitation.
+'To continue my statement, however: I relocked the bureau, using the key
+which Brunton had left, and I had turned to go when I was surprised to
+find that the butler had returned, and was standing before me.
+
+"'"Mr. Musgrave, sir," he cried, in a voice which was hoarse with
+emotion, "I can't bear disgrace, sir. I've always been proud above my
+station in life, and disgrace would kill me. My blood will be on your
+head, sir--it will, indeed--if you drive me to despair. If you cannot
+keep me after what has passed, then for God's sake let me give you
+notice and leave in a month, as if of my own free will. I could stand
+that, Mr. Musgrave, but not to be cast out before all the folk that I
+know so well."
+
+"'"You don't deserve much consideration, Brunton," I answered. "Your
+conduct has been most infamous. However, as you have been a long time in
+the family, I have no wish to bring public disgrace upon you. A month,
+however is too long. Take yourself away in a week, and give what reason
+you like for going."
+
+"'"Only a week, sir?" he cried, in a despairing voice. "A fortnight--say
+at least a fortnight!"
+
+"'"A week," I repeated, "and you may consider yourself to have been very
+leniently dealt with."
+
+"'He crept away, his face sunk upon his breast, like a broken man, while
+I put out the light and returned to my room.
+
+
+"'"For two days after this Brunton was most assiduous in his attention
+to his duties. I made no allusion to what had passed, and waited with
+some curiosity to see how he would cover his disgrace. On the third
+morning, however he did not appear, as was his custom, after breakfast
+to receive my instructions for the day. As I left the dining-room I
+happened to meet Rachel Howells, the maid. I have told you that she had
+only recently recovered from an illness, and was looking so wretchedly
+pale and wan that I remonstrated with her for being at work.
+
+"'"You should be in bed," I said. "Come back to your duties when you are
+stronger."
+
+"'She looked at me with so strange an expression that I began to suspect
+that her brain was affected.
+
+"'"I am strong enough, Mr. Musgrave," said she.
+
+"'"We will see what the doctor says," I answered. "You must stop work
+now, and when you go downstairs just say that I wish to see Brunton."
+
+"'"The butler is gone," said she.
+
+"'"Gone! Gone where?"
+
+"'"He is gone. No one has seen him. He is not in his room. Oh, yes, he
+is gone, he is gone!" She fell back against the wall with shriek after
+shriek of laughter, while I, horrified at this sudden hysterical attack,
+rushed to the bell to summon help. The girl was taken to her room, still
+screaming and sobbing, while I made inquiries about Brunton. There was
+no doubt about it that he had disappeared. His bed had not been slept
+in, he had been seen by no one since he had retired to his room the
+night before, and yet it was difficult to see how he could have left
+the house, as both windows and doors were found to be fastened in the
+morning. His clothes, his watch, and even his money were in his room,
+but the black suit which he usually wore was missing. His slippers,
+too, were gone, but his boots were left behind. Where then could butler
+Brunton have gone in the night, and what could have become of him now?
+
+"'Of course we searched the house from cellar to garret, but there was
+no trace of him. It is, as I have said, a labyrinth of an old house,
+especially the original wing, which is now practically uninhabited; but
+we ransacked every room and cellar without discovering the least sign
+of the missing man. It was incredible to me that he could have gone away
+leaving all his property behind him, and yet where could he be? I called
+in the local police, but without success. Rain had fallen on the night
+before and we examined the lawn and the paths all round the house, but
+in vain. Matters were in this state, when a new development quite drew
+our attention away from the original mystery.
+
+"'For two days Rachel Howells had been so ill, sometimes delirious,
+sometimes hysterical, that a nurse had been employed to sit up with her
+at night. On the third night after Brunton's disappearance, the nurse,
+finding her patient sleeping nicely, had dropped into a nap in the
+arm-chair, when she woke in the early morning to find the bed empty, the
+window open, and no signs of the invalid. I was instantly aroused, and,
+with the two footmen, started off at once in search of the missing girl.
+It was not difficult to tell the direction which she had taken, for,
+starting from under her window, we could follow her footmarks easily
+across the lawn to the edge of the mere, where they vanished close to
+the gravel path which leads out of the grounds. The lake there is eight
+feet deep, and you can imagine our feelings when we saw that the trail
+of the poor demented girl came to an end at the edge of it.
+
+"'Of course, we had the drags at once, and set to work to recover the
+remains, but no trace of the body could we find. On the other hand, we
+brought to the surface an object of a most unexpected kind. It was a
+linen bag which contained within it a mass of old rusted and discolored
+metal and several dull-colored pieces of pebble or glass. This strange
+find was all that we could get from the mere, and, although we made
+every possible search and inquiry yesterday, we know nothing of the fate
+either of Rachel Howells or of Richard Brunton. The county police are at
+their wits' end, and I have come up to you as a last resource.'
+
+"You can imagine, Watson, with what eagerness I listened to this
+extraordinary sequence of events, and endeavored to piece them together,
+and to devise some common thread upon which they might all hang. The
+butler was gone. The maid was gone. The maid had loved the butler, but
+had afterwards had cause to hate him. She was of Welsh blood, fiery
+and passionate. She had been terribly excited immediately after his
+disappearance. She had flung into the lake a bag containing some
+curious contents. These were all factors which had to be taken into
+consideration, and yet none of them got quite to the heart of the
+matter. What was the starting-point of this chain of events? There lay
+the end of this tangled line.
+
+"'I must see that paper, Musgrave,' said I, 'which this butler of your
+thought it worth his while to consult, even at the risk of the loss of
+his place.'
+
+"'It is rather an absurd business, this ritual of ours,' he answered.
+'But it has at least the saving grace of antiquity to excuse it. I have
+a copy of the questions and answers here if you care to run your eye
+over them.'
+
+"He handed me the very paper which I have here, Watson, and this is the
+strange catechism to which each Musgrave had to submit when he came to
+man's estate. I will read you the questions and answers as they stand.
+
+"'Whose was it?'
+
+"'His who is gone.'
+
+"'Who shall have it?'
+
+"'He who will come.'
+
+"'Where was the sun?'
+
+"'Over the oak.'
+
+"'Where was the shadow?'
+
+"'Under the elm.'
+
+"How was it stepped?'
+
+"'North by ten and by ten, east by five and by five, south by two and by
+two, west by one and by one, and so under.'
+
+"'What shall we give for it?'
+
+"'All that is ours.'
+
+"'Why should we give it?'
+
+"'For the sake of the trust.'
+
+"'The original has no date, but is in the spelling of the middle of the
+seventeenth century,' remarked Musgrave. 'I am afraid, however, that it
+can be of little help to you in solving this mystery.'
+
+"'At least,' said I, 'it gives us another mystery, and one which is even
+more interesting than the first. It may be that the solution of the one
+may prove to be the solution of the other. You will excuse me, Musgrave,
+if I say that your butler appears to me to have been a very clever man,
+and to have had a clearer insight than ten generations of his masters.'
+
+"'I hardly follow you,' said Musgrave. 'The paper seems to me to be of
+no practical importance.'
+
+"'But to me it seems immensely practical, and I fancy that Brunton took
+the same view. He had probably seen it before that night on which you
+caught him.'
+
+"'It is very possible. We took no pains to hide it.'
+
+"'He simply wished, I should imagine, to refresh his memory upon that
+last occasion. He had, as I understand, some sort of map or chart which
+he was comparing with the manuscript, and which he thrust into his
+pocket when you appeared.'
+
+"'That is true. But what could he have to do with this old family custom
+of ours, and what does this rigmarole mean?'
+
+"'I don't think that we should have much difficulty in determining
+that,' said I; 'with your permission we will take the first train down
+to Sussex, and go a little more deeply into the matter upon the spot.'
+
+
+"The same afternoon saw us both at Hurlstone. Possibly you have seen
+pictures and read descriptions of the famous old building, so I will
+confine my account of it to saying that it is built in the shape of
+an L, the long arm being the more modern portion, and the shorter the
+ancient nucleus, from which the other had developed. Over the low,
+heavily-lintelled door, in the centre of this old part, is chiseled the
+date, 1607, but experts are agreed that the beams and stone-work are
+really much older than this. The enormously thick walls and tiny windows
+of this part had in the last century driven the family into building the
+new wing, and the old one was used now as a store-house and a cellar,
+when it was used at all. A splendid park with fine old timber surrounds
+the house, and the lake, to which my client had referred, lay close to
+the avenue, about two hundred yards from the building.
+
+"I was already firmly convinced, Watson, that there were not three
+separate mysteries here, but one only, and that if I could read the
+Musgrave Ritual aright I should hold in my hand the clue which would
+lead me to the truth concerning both the butler Brunton and the maid
+Howells. To that then I turned all my energies. Why should this servant
+be so anxious to master this old formula? Evidently because he saw
+something in it which had escaped all those generations of country
+squires, and from which he expected some personal advantage. What was it
+then, and how had it affected his fate?
+
+"It was perfectly obvious to me, on reading the ritual, that the
+measurements must refer to some spot to which the rest of the document
+alluded, and that if we could find that spot, we should be in a fair way
+towards finding what the secret was which the old Musgraves had thought
+it necessary to embalm in so curious a fashion. There were two guides
+given us to start with, an oak and an elm. As to the oak there could be
+no question at all. Right in front of the house, upon the left-hand
+side of the drive, there stood a patriarch among oaks, one of the most
+magnificent trees that I have ever seen.
+
+"'That was there when your ritual was drawn up,' said I, as we drove
+past it.
+
+"'It was there at the Norman Conquest in all probability,' he answered.
+'It has a girth of twenty-three feet.'
+
+"'Have you any old elms?' I asked.
+
+"'There used to be a very old one over yonder but it was struck by
+lightning ten years ago, and we cut down the stump.'
+
+"'You can see where it used to be?'
+
+"'Oh, yes.'
+
+"'There are no other elms?'
+
+"'No old ones, but plenty of beeches.'
+
+"'I should like to see where it grew.'
+
+"We had driven up in a dog-cart, and my client led me away at once,
+without our entering the house, to the scar on the lawn where the
+elm had stood. It was nearly midway between the oak and the house. My
+investigation seemed to be progressing.
+
+"'I suppose it is impossible to find out how high the elm was?' I asked.
+
+"'I can give you it at once. It was sixty-four feet.'
+
+"'How do you come to know it?' I asked, in surprise.
+
+"'When my old tutor used to give me an exercise in trigonometry, it
+always took the shape of measuring heights. When I was a lad I worked
+out every tree and building in the estate.'
+
+"This was an unexpected piece of luck. My data were coming more quickly
+than I could have reasonably hoped.
+
+"'Tell me,' I asked, 'did your butler ever ask you such a question?'
+
+"Reginald Musgrave looked at me in astonishment. 'Now that you call it
+to my mind,' he answered, 'Brunton did ask me about the height of the
+tree some months ago, in connection with some little argument with the
+groom.'
+
+"This was excellent news, Watson, for it showed me that I was on the
+right road. I looked up at the sun. It was low in the heavens, and I
+calculated that in less than an hour it would lie just above the topmost
+branches of the old oak. One condition mentioned in the Ritual would
+then be fulfilled. And the shadow of the elm must mean the farther end
+of the shadow, otherwise the trunk would have been chosen as the guide.
+I had, then, to find where the far end of the shadow would fall when the
+sun was just clear of the oak."
+
+"That must have been difficult, Holmes, when the elm was no longer
+there."
+
+"Well, at least I knew that if Brunton could do it, I could also.
+Besides, there was no real difficulty. I went with Musgrave to his study
+and whittled myself this peg, to which I tied this long string with a
+knot at each yard. Then I took two lengths of a fishing-rod, which came
+to just six feet, and I went back with my client to where the elm had
+been. The sun was just grazing the top of the oak. I fastened the rod
+on end, marked out the direction of the shadow, and measured it. It was
+nine feet in length.
+
+"Of course the calculation now was a simple one. If a rod of six feet
+threw a shadow of nine, a tree of sixty-four feet would throw one of
+ninety-six, and the line of the one would of course be the line of the
+other. I measured out the distance, which brought me almost to the
+wall of the house, and I thrust a peg into the spot. You can imagine
+my exultation, Watson, when within two inches of my peg I saw a conical
+depression in the ground. I knew that it was the mark made by Brunton in
+his measurements, and that I was still upon his trail.
+
+"From this starting-point I proceeded to step, having first taken the
+cardinal points by my pocket-compass. Ten steps with each foot took me
+along parallel with the wall of the house, and again I marked my spot
+with a peg. Then I carefully paced off five to the east and two to the
+south. It brought me to the very threshold of the old door. Two steps
+to the west meant now that I was to go two paces down the stone-flagged
+passage, and this was the place indicated by the Ritual.
+
+"Never have I felt such a cold chill of disappointment, Watson. For a
+moment is seemed to me that there must be some radical mistake in my
+calculations. The setting sun shone full upon the passage floor, and I
+could see that the old, foot-worn gray stones with which it was paved
+were firmly cemented together, and had certainly not been moved for many
+a long year. Brunton had not been at work here. I tapped upon the floor,
+but it sounded the same all over, and there was no sign of any crack
+or crevice. But, fortunately, Musgrave, who had begun to appreciate the
+meaning of my proceedings, and who was now as excited as myself, took
+out his manuscript to check my calculation.
+
+"'And under,' he cried. 'You have omitted the "and under."'
+
+"I had thought that it meant that we were to dig, but now, of course,
+I saw at once that I was wrong. 'There is a cellar under this then?' I
+cried.
+
+"'Yes, and as old as the house. Down here, through this door.'
+
+"We went down a winding stone stair, and my companion, striking a match,
+lit a large lantern which stood on a barrel in the corner. In an instant
+it was obvious that we had at last come upon the true place, and that we
+had not been the only people to visit the spot recently.
+
+"It had been used for the storage of wood, but the billets, which had
+evidently been littered over the floor, were now piled at the sides, so
+as to leave a clear space in the middle. In this space lay a large and
+heavy flagstone with a rusted iron ring in the centre to which a thick
+shepherd's-check muffler was attached.
+
+"'By Jove!' cried my client. 'That's Brunton's muffler. I have seen it
+on him, and could swear to it. What has the villain been doing here?'
+
+"At my suggestion a couple of the county police were summoned to be
+present, and I then endeavored to raise the stone by pulling on the
+cravat. I could only move it slightly, and it was with the aid of one
+of the constables that I succeeded at last in carrying it to one side.
+A black hole yawned beneath into which we all peered, while Musgrave,
+kneeling at the side, pushed down the lantern.
+
+"A small chamber about seven feet deep and four feet square lay open to
+us. At one side of this was a squat, brass-bound wooden box, the lid of
+which was hinged upwards, with this curious old-fashioned key projecting
+from the lock. It was furred outside by a thick layer of dust, and damp
+and worms had eaten through the wood, so that a crop of livid fungi
+was growing on the inside of it. Several discs of metal, old coins
+apparently, such as I hold here, were scattered over the bottom of the
+box, but it contained nothing else.
+
+"At the moment, however, we had no thought for the old chest, for our
+eyes were riveted upon that which crouched beside it. It was the figure
+of a man, clad in a suit of black, who squatted down upon his hams with
+his forehead sunk upon the edge of the box and his two arms thrown out
+on each side of it. The attitude had drawn all the stagnant blood to
+the face, and no man could have recognized that distorted liver-colored
+countenance; but his height, his dress, and his hair were all sufficient
+to show my client, when we had drawn the body up, that it was indeed his
+missing butler. He had been dead some days, but there was no wound or
+bruise upon his person to show how he had met his dreadful end. When
+his body had been carried from the cellar we found ourselves still
+confronted with a problem which was almost as formidable as that with
+which we had started.
+
+"I confess that so far, Watson, I had been disappointed in my
+investigation. I had reckoned upon solving the matter when once I had
+found the place referred to in the Ritual; but now I was there, and was
+apparently as far as ever from knowing what it was which the family had
+concealed with such elaborate precautions. It is true that I had thrown
+a light upon the fate of Brunton, but now I had to ascertain how that
+fate had come upon him, and what part had been played in the matter by
+the woman who had disappeared. I sat down upon a keg in the corner and
+thought the whole matter carefully over.
+
+"You know my methods in such cases, Watson. I put myself in the man's
+place and, having first gauged his intelligence, I try to imagine how I
+should myself have proceeded under the same circumstances. In this
+case the matter was simplified by Brunton's intelligence being quite
+first-rate, so that it was unnecessary to make any allowance for the
+personal equation, as the astronomers have dubbed it. He knew that
+something valuable was concealed. He had spotted the place. He found
+that the stone which covered it was just too heavy for a man to move
+unaided. What would he do next? He could not get help from outside, even
+if he had some one whom he could trust, without the unbarring of doors
+and considerable risk of detection. It was better, if he could, to have
+his helpmate inside the house. But whom could he ask? This girl had been
+devoted to him. A man always finds it hard to realize that he may have
+finally lost a woman's love, however badly he may have treated her. He
+would try by a few attentions to make his peace with the girl Howells,
+and then would engage her as his accomplice. Together they would come at
+night to the cellar, and their united force would suffice to raise the
+stone. So far I could follow their actions as if I had actually seen
+them.
+
+"But for two of them, and one a woman, it must have been heavy work the
+raising of that stone. A burly Sussex policeman and I had found it no
+light job. What would they do to assist them? Probably what I should
+have done myself. I rose and examined carefully the different billets
+of wood which were scattered round the floor. Almost at once I came
+upon what I expected. One piece, about three feet in length, had a very
+marked indentation at one end, while several were flattened at the sides
+as if they had been compressed by some considerable weight. Evidently,
+as they had dragged the stone up they had thrust the chunks of wood into
+the chink, until at last, when the opening was large enough to crawl
+through, they would hold it open by a billet placed lengthwise, which
+might very well become indented at the lower end, since the whole weight
+of the stone would press it down on to the edge of this other slab. So
+far I was still on safe ground.
+
+"And now how was I to proceed to reconstruct this midnight drama?
+Clearly, only one could fit into the hole, and that one was Brunton. The
+girl must have waited above. Brunton then unlocked the box, handed up
+the contents presumably--since they were not to be found--and then--and
+then what happened?
+
+"What smouldering fire of vengeance had suddenly sprung into flame in
+this passionate Celtic woman's soul when she saw the man who had wronged
+her--wronged her, perhaps, far more than we suspected--in her power?
+Was it a chance that the wood had slipped, and that the stone had shut
+Brunton into what had become his sepulchre? Had she only been guilty of
+silence as to his fate? Or had some sudden blow from her hand dashed the
+support away and sent the slab crashing down into its place? Be that
+as it might, I seemed to see that woman's figure still clutching at her
+treasure trove and flying wildly up the winding stair, with her ears
+ringing perhaps with the muffled screams from behind her and with the
+drumming of frenzied hands against the slab of stone which was choking
+her faithless lover's life out.
+
+"Here was the secret of her blanched face, her shaken nerves, her peals
+of hysterical laughter on the next morning. But what had been in the
+box? What had she done with that? Of course, it must have been the old
+metal and pebbles which my client had dragged from the mere. She had
+thrown them in there at the first opportunity to remove the last trace
+of her crime.
+
+"For twenty minutes I had sat motionless, thinking the matter out.
+Musgrave still stood with a very pale face, swinging his lantern and
+peering down into the hole.
+
+"'These are coins of Charles the First,' said he, holding out the few
+which had been in the box; 'you see we were right in fixing our date for
+the Ritual.'
+
+"'We may find something else of Charles the First,' I cried, as the
+probable meaning of the first two questions of the Ritual broke suddenly
+upon me. 'Let me see the contents of the bag which you fished from the
+mere.'
+
+
+"We ascended to his study, and he laid the debris before me. I could
+understand his regarding it as of small importance when I looked at it,
+for the metal was almost black and the stones lustreless and dull. I
+rubbed one of them on my sleeve, however, and it glowed afterwards like
+a spark in the dark hollow of my hand. The metal work was in the form
+of a double ring, but it had been bent and twisted out of its original
+shape.
+
+"'You must bear in mind,' said I, 'that the royal party made head in
+England even after the death of the king, and that when they at last
+fled they probably left many of their most precious possessions buried
+behind them, with the intention of returning for them in more peaceful
+times.'
+
+"'My ancestor, Sir Ralph Musgrave, was a prominent Cavalier and the
+right-hand man of Charles the Second in his wanderings,' said my friend.
+
+"'Ah, indeed!' I answered. 'Well now, I think that really should give us
+the last link that we wanted. I must congratulate you on coming into
+the possession, though in rather a tragic manner of a relic which is of
+great intrinsic value, but of even greater importance as an historical
+curiosity.'
+
+"'What is it, then?' he gasped in astonishment.
+
+"'It is nothing less than the ancient crown of the kings of England.'
+
+"'The crown!'
+
+"'Precisely. Consider what the Ritual says: How does it run? "Whose was
+it?" "His who is gone." That was after the execution of Charles. Then,
+"Who shall have it?" "He who will come." That was Charles the Second,
+whose advent was already foreseen. There can, I think, be no doubt that
+this battered and shapeless diadem once encircled the brows of the royal
+Stuarts.'
+
+"'And how came it in the pond?'
+
+"'Ah, that is a question that will take some time to answer.' And with
+that I sketched out to him the whole long chain of surmise and of proof
+which I had constructed. The twilight had closed in and the moon was
+shining brightly in the sky before my narrative was finished.
+
+"'And how was it then that Charles did not get his crown when he
+returned?' asked Musgrave, pushing back the relic into its linen bag.
+
+"'Ah, there you lay your finger upon the one point which we shall
+probably never be able to clear up. It is likely that the Musgrave who
+held the secret died in the interval, and by some oversight left this
+guide to his descendant without explaining the meaning of it. From that
+day to this it has been handed down from father to son, until at last
+it came within reach of a man who tore its secret out of it and lost his
+life in the venture.'
+
+
+"And that's the story of the Musgrave Ritual, Watson. They have the
+crown down at Hurlstone--though they had some legal bother and a
+considerable sum to pay before they were allowed to retain it. I am sure
+that if you mentioned my name they would be happy to show it to you. Of
+the woman nothing was ever heard, and the probability is that she got
+away out of England and carried herself and the memory of her crime to
+some land beyond the seas."
+
+
+
+
+Adventure VI. The Reigate Puzzle
+
+
+It was some time before the health of my friend Mr. Sherlock Holmes
+recovered from the strain caused by his immense exertions in the spring
+of '87. The whole question of the Netherland-Sumatra Company and of the
+colossal schemes of Baron Maupertuis are too recent in the minds of the
+public, and are too intimately concerned with politics and finance to be
+fitting subjects for this series of sketches. They led, however, in an
+indirect fashion to a singular and complex problem which gave my friend
+an opportunity of demonstrating the value of a fresh weapon among the
+many with which he waged his life-long battle against crime.
+
+On referring to my notes I see that it was upon the 14th of April that
+I received a telegram from Lyons which informed me that Holmes was
+lying ill in the Hotel Dulong. Within twenty-four hours I was in his
+sick-room, and was relieved to find that there was nothing formidable in
+his symptoms. Even his iron constitution, however, had broken down
+under the strain of an investigation which had extended over two months,
+during which period he had never worked less than fifteen hours a day,
+and had more than once, as he assured me, kept to his task for five days
+at a stretch. Even the triumphant issue of his labors could not save him
+from reaction after so terrible an exertion, and at a time when Europe
+was ringing with his name and when his room was literally ankle-deep
+with congratulatory telegrams I found him a prey to the blackest
+depression. Even the knowledge that he had succeeded where the police of
+three countries had failed, and that he had outmanoeuvred at every point
+the most accomplished swindler in Europe, was insufficient to rouse him
+from his nervous prostration.
+
+Three days later we were back in Baker Street together; but it was
+evident that my friend would be much the better for a change, and the
+thought of a week of spring time in the country was full of attractions
+to me also. My old friend, Colonel Hayter, who had come under my
+professional care in Afghanistan, had now taken a house near Reigate in
+Surrey, and had frequently asked me to come down to him upon a visit. On
+the last occasion he had remarked that if my friend would only come
+with me he would be glad to extend his hospitality to him also. A little
+diplomacy was needed, but when Holmes understood that the establishment
+was a bachelor one, and that he would be allowed the fullest freedom,
+he fell in with my plans and a week after our return from Lyons we were
+under the Colonel's roof. Hayter was a fine old soldier who had seen
+much of the world, and he soon found, as I had expected, that Holmes and
+he had much in common.
+
+On the evening of our arrival we were sitting in the Colonel's gun-room
+after dinner, Holmes stretched upon the sofa, while Hayter and I looked
+over his little armory of Eastern weapons.
+
+"By the way," said he suddenly, "I think I'll take one of these pistols
+upstairs with me in case we have an alarm."
+
+"An alarm!" said I.
+
+"Yes, we've had a scare in this part lately. Old Acton, who is one of
+our county magnates, had his house broken into last Monday. No great
+damage done, but the fellows are still at large."
+
+"No clue?" asked Holmes, cocking his eye at the Colonel.
+
+"None as yet. But the affair is a petty one, one of our little country
+crimes, which must seem too small for your attention, Mr. Holmes, after
+this great international affair."
+
+Holmes waved away the compliment, though his smile showed that it had
+pleased him.
+
+"Was there any feature of interest?"
+
+"I fancy not. The thieves ransacked the library and got very little for
+their pains. The whole place was turned upside down, drawers burst open,
+and presses ransacked, with the result that an odd volume of Pope's
+'Homer,' two plated candlesticks, an ivory letter-weight, a small oak
+barometer, and a ball of twine are all that have vanished."
+
+"What an extraordinary assortment!" I exclaimed.
+
+"Oh, the fellows evidently grabbed hold of everything they could get."
+
+Holmes grunted from the sofa.
+
+"The county police ought to make something of that," said he; "why, it
+is surely obvious that--"
+
+But I held up a warning finger.
+
+"You are here for a rest, my dear fellow. For Heaven's sake don't get
+started on a new problem when your nerves are all in shreds."
+
+Holmes shrugged his shoulders with a glance of comic resignation towards
+the Colonel, and the talk drifted away into less dangerous channels.
+
+It was destined, however, that all my professional caution should be
+wasted, for next morning the problem obtruded itself upon us in such a
+way that it was impossible to ignore it, and our country visit took a
+turn which neither of us could have anticipated. We were at breakfast
+when the Colonel's butler rushed in with all his propriety shaken out of
+him.
+
+"Have you heard the news, sir?" he gasped. "At the Cunningham's sir!"
+
+"Burglary!" cried the Colonel, with his coffee-cup in mid-air.
+
+"Murder!"
+
+The Colonel whistled. "By Jove!" said he. "Who's killed, then? The J.P.
+or his son?"
+
+"Neither, sir. It was William the coachman. Shot through the heart, sir,
+and never spoke again."
+
+"Who shot him, then?"
+
+"The burglar, sir. He was off like a shot and got clean away. He'd just
+broke in at the pantry window when William came on him and met his end
+in saving his master's property."
+
+"What time?"
+
+"It was last night, sir, somewhere about twelve."
+
+"Ah, then, we'll step over afterwards," said the Colonel, coolly
+settling down to his breakfast again. "It's a baddish business," he
+added when the butler had gone; "he's our leading man about here, is old
+Cunningham, and a very decent fellow too. He'll be cut up over this, for
+the man has been in his service for years and was a good servant. It's
+evidently the same villains who broke into Acton's."
+
+"And stole that very singular collection," said Holmes, thoughtfully.
+
+"Precisely."
+
+"Hum! It may prove the simplest matter in the world, but all the same
+at first glance this is just a little curious, is it not? A gang of
+burglars acting in the country might be expected to vary the scene of
+their operations, and not to crack two cribs in the same district within
+a few days. When you spoke last night of taking precautions I remember
+that it passed through my mind that this was probably the last parish
+in England to which the thief or thieves would be likely to turn their
+attention--which shows that I have still much to learn."
+
+"I fancy it's some local practitioner," said the Colonel. "In that case,
+of course, Acton's and Cunningham's are just the places he would go for,
+since they are far the largest about here."
+
+"And richest?"
+
+"Well, they ought to be, but they've had a lawsuit for some years which
+has sucked the blood out of both of them, I fancy. Old Acton has some
+claim on half Cunningham's estate, and the lawyers have been at it with
+both hands."
+
+"If it's a local villain there should not be much difficulty in running
+him down," said Holmes with a yawn. "All right, Watson, I don't intend
+to meddle."
+
+"Inspector Forrester, sir," said the butler, throwing open the door.
+
+The official, a smart, keen-faced young fellow, stepped into the room.
+"Good-morning, Colonel," said he; "I hope I don't intrude, but we hear
+that Mr. Holmes of Baker Street is here."
+
+The Colonel waved his hand towards my friend, and the Inspector bowed.
+
+"We thought that perhaps you would care to step across, Mr. Holmes."
+
+"The fates are against you, Watson," said he, laughing. "We were
+chatting about the matter when you came in, Inspector. Perhaps you
+can let us have a few details." As he leaned back in his chair in the
+familiar attitude I knew that the case was hopeless.
+
+"We had no clue in the Acton affair. But here we have plenty to go on,
+and there's no doubt it is the same party in each case. The man was
+seen."
+
+"Ah!"
+
+"Yes, sir. But he was off like a deer after the shot that killed poor
+William Kirwan was fired. Mr. Cunningham saw him from the bedroom
+window, and Mr. Alec Cunningham saw him from the back passage. It was
+quarter to twelve when the alarm broke out. Mr. Cunningham had just got
+into bed, and Mr. Alec was smoking a pipe in his dressing-gown. They
+both heard William the coachman calling for help, and Mr. Alec ran down
+to see what was the matter. The back door was open, and as he came to
+the foot of the stairs he saw two men wrestling together outside. One of
+them fired a shot, the other dropped, and the murderer rushed across the
+garden and over the hedge. Mr. Cunningham, looking out of his bedroom,
+saw the fellow as he gained the road, but lost sight of him at once. Mr.
+Alec stopped to see if he could help the dying man, and so the villain
+got clean away. Beyond the fact that he was a middle-sized man and
+dressed in some dark stuff, we have no personal clue; but we are making
+energetic inquiries, and if he is a stranger we shall soon find him
+out."
+
+"What was this William doing there? Did he say anything before he died?"
+
+"Not a word. He lives at the lodge with his mother, and as he was a
+very faithful fellow we imagine that he walked up to the house with
+the intention of seeing that all was right there. Of course this Acton
+business has put every one on their guard. The robber must have just
+burst open the door--the lock has been forced--when William came upon
+him."
+
+"Did William say anything to his mother before going out?"
+
+"She is very old and deaf, and we can get no information from her. The
+shock has made her half-witted, but I understand that she was never
+very bright. There is one very important circumstance, however. Look at
+this!"
+
+He took a small piece of torn paper from a note-book and spread it out
+upon his knee.
+
+"This was found between the finger and thumb of the dead man. It appears
+to be a fragment torn from a larger sheet. You will observe that the
+hour mentioned upon it is the very time at which the poor fellow met his
+fate. You see that his murderer might have torn the rest of the sheet
+from him or he might have taken this fragment from the murderer. It
+reads almost as though it were an appointment."
+
+Holmes took up the scrap of paper, a fac-simile of which is here
+reproduced.
+
+     d at quarter to twelve learn what maybe
+
+"Presuming that it is an appointment," continued the Inspector, "it is
+of course a conceivable theory that this William Kirwan--though he had
+the reputation of being an honest man, may have been in league with the
+thief. He may have met him there, may even have helped him to break in
+the door, and then they may have fallen out between themselves."
+
+"This writing is of extraordinary interest," said Holmes, who had been
+examining it with intense concentration. "These are much deeper waters
+than I had thought." He sank his head upon his hands, while the Inspector
+smiled at the effect which his case had had upon the famous London
+specialist.
+
+"Your last remark," said Holmes, presently, "as to the possibility of
+there being an understanding between the burglar and the servant, and
+this being a note of appointment from one to the other, is an ingenious
+and not entirely impossible supposition. But this writing opens up--" He
+sank his head into his hands again and remained for some minutes in the
+deepest thought. When he raised his face again, I was surprised to see
+that his cheek was tinged with color, and his eyes as bright as before
+his illness. He sprang to his feet with all his old energy.
+
+"I'll tell you what," said he, "I should like to have a quiet little
+glance into the details of this case. There is something in it which
+fascinates me extremely. If you will permit me, Colonel, I will leave my
+friend Watson and you, and I will step round with the Inspector to test
+the truth of one or two little fancies of mine. I will be with you again
+in half an hour."
+
+An hour and half had elapsed before the Inspector returned alone.
+
+"Mr. Holmes is walking up and down in the field outside," said he. "He
+wants us all four to go up to the house together."
+
+"To Mr. Cunningham's?"
+
+"Yes, sir."
+
+"What for?"
+
+The Inspector shrugged his shoulders. "I don't quite know, sir. Between
+ourselves, I think Mr. Holmes had not quite got over his illness yet.
+He's been behaving very queerly, and he is very much excited."
+
+"I don't think you need alarm yourself," said I. "I have usually found
+that there was method in his madness."
+
+"Some folks might say there was madness in his method," muttered the
+Inspector. "But he's all on fire to start, Colonel, so we had best go
+out if you are ready."
+
+We found Holmes pacing up and down in the field, his chin sunk upon his
+breast, and his hands thrust into his trousers pockets.
+
+"The matter grows in interest," said he. "Watson, your country-trip has
+been a distinct success. I have had a charming morning."
+
+"You have been up to the scene of the crime, I understand," said the
+Colonel.
+
+"Yes; the Inspector and I have made quite a little reconnaissance
+together."
+
+"Any success?"
+
+"Well, we have seen some very interesting things. I'll tell you what we
+did as we walk. First of all, we saw the body of this unfortunate man.
+He certainly died from a revolver wound as reported."
+
+"Had you doubted it, then?"
+
+"Oh, it is as well to test everything. Our inspection was not wasted. We
+then had an interview with Mr. Cunningham and his son, who were able
+to point out the exact spot where the murderer had broken through the
+garden-hedge in his flight. That was of great interest."
+
+"Naturally."
+
+"Then we had a look at this poor fellow's mother. We could get no
+information from her, however, as she is very old and feeble."
+
+"And what is the result of your investigations?"
+
+"The conviction that the crime is a very peculiar one. Perhaps our visit
+now may do something to make it less obscure. I think that we are both
+agreed, Inspector that the fragment of paper in the dead man's hand,
+bearing, as it does, the very hour of his death written upon it, is of
+extreme importance."
+
+"It should give a clue, Mr. Holmes."
+
+"It does give a clue. Whoever wrote that note was the man who brought
+William Kirwan out of his bed at that hour. But where is the rest of
+that sheet of paper?"
+
+"I examined the ground carefully in the hope of finding it," said the
+Inspector.
+
+"It was torn out of the dead man's hand. Why was some one so anxious to
+get possession of it? Because it incriminated him. And what would he do
+with it? Thrust it into his pocket, most likely, never noticing that a
+corner of it had been left in the grip of the corpse. If we could get
+the rest of that sheet it is obvious that we should have gone a long way
+towards solving the mystery."
+
+"Yes, but how can we get at the criminal's pocket before we catch the
+criminal?"
+
+"Well, well, it was worth thinking over. Then there is another obvious
+point. The note was sent to William. The man who wrote it could not have
+taken it; otherwise, of course, he might have delivered his own message
+by word of mouth. Who brought the note, then? Or did it come through the
+post?"
+
+"I have made inquiries," said the Inspector. "William received a letter
+by the afternoon post yesterday. The envelope was destroyed by him."
+
+"Excellent!" cried Holmes, clapping the Inspector on the back. "You've
+seen the postman. It is a pleasure to work with you. Well, here is the
+lodge, and if you will come up, Colonel, I will show you the scene of
+the crime."
+
+We passed the pretty cottage where the murdered man had lived, and
+walked up an oak-lined avenue to the fine old Queen Anne house, which
+bears the date of Malplaquet upon the lintel of the door. Holmes and
+the Inspector led us round it until we came to the side gate, which is
+separated by a stretch of garden from the hedge which lines the road. A
+constable was standing at the kitchen door.
+
+"Throw the door open, officer," said Holmes. "Now, it was on those
+stairs that young Mr. Cunningham stood and saw the two men struggling
+just where we are. Old Mr. Cunningham was at that window--the second on
+the left--and he saw the fellow get away just to the left of that bush.
+Then Mr. Alec ran out and knelt beside the wounded man. The ground is
+very hard, you see, and there are no marks to guide us." As he spoke two
+men came down the garden path, from round the angle of the house. The
+one was an elderly man, with a strong, deep-lined, heavy-eyed face; the
+other a dashing young fellow, whose bright, smiling expression and showy
+dress were in strange contract with the business which had brought us
+there.
+
+"Still at it, then?" said he to Holmes. "I thought you Londoners were
+never at fault. You don't seem to be so very quick, after all."
+
+"Ah, you must give us a little time," said Holmes good-humoredly.
+
+"You'll want it," said young Alec Cunningham. "Why, I don't see that we
+have any clue at all."
+
+"There's only one," answered the Inspector. "We thought that if we could
+only find--Good heavens, Mr. Holmes! What is the matter?"
+
+My poor friend's face had suddenly assumed the most dreadful expression.
+His eyes rolled upwards, his features writhed in agony, and with a
+suppressed groan he dropped on his face upon the ground. Horrified
+at the suddenness and severity of the attack, we carried him into the
+kitchen, where he lay back in a large chair, and breathed heavily for
+some minutes. Finally, with a shamefaced apology for his weakness, he
+rose once more.
+
+"Watson would tell you that I have only just recovered from a severe
+illness," he explained. "I am liable to these sudden nervous attacks."
+
+"Shall I send you home in my trap?" asked old Cunningham.
+
+"Well, since I am here, there is one point on which I should like to
+feel sure. We can very easily verify it."
+
+"What was it?"
+
+"Well, it seems to me that it is just possible that the arrival of
+this poor fellow William was not before, but after, the entrance of
+the burglary into the house. You appear to take it for granted that,
+although the door was forced, the robber never got in."
+
+"I fancy that is quite obvious," said Mr. Cunningham, gravely. "Why, my
+son Alec had not yet gone to bed, and he would certainly have heard any
+one moving about."
+
+"Where was he sitting?"
+
+"I was smoking in my dressing-room."
+
+"Which window is that?"
+
+"The last on the left next my father's."
+
+"Both of your lamps were lit, of course?"
+
+"Undoubtedly."
+
+"There are some very singular points here," said Holmes, smiling. "Is
+it not extraordinary that a burglary--and a burglar who had had some
+previous experience--should deliberately break into a house at a time
+when he could see from the lights that two of the family were still
+afoot?"
+
+"He must have been a cool hand."
+
+"Well, of course, if the case were not an odd one we should not have
+been driven to ask you for an explanation," said young Mr. Alec. "But as
+to your ideas that the man had robbed the house before William tackled
+him, I think it a most absurd notion. Wouldn't we have found the place
+disarranged, and missed the things which he had taken?"
+
+"It depends on what the things were," said Holmes. "You must remember
+that we are dealing with a burglar who is a very peculiar fellow, and
+who appears to work on lines of his own. Look, for example, at the
+queer lot of things which he took from Acton's--what was it?--a ball of
+string, a letter-weight, and I don't know what other odds and ends."
+
+"Well, we are quite in your hands, Mr. Holmes," said old Cunningham.
+"Anything which you or the Inspector may suggest will most certainly be
+done."
+
+"In the first place," said Holmes, "I should like you to offer a
+reward--coming from yourself, for the officials may take a little time
+before they would agree upon the sum, and these things cannot be done
+too promptly. I have jotted down the form here, if you would not mind
+signing it. Fifty pounds was quite enough, I thought."
+
+"I would willingly give five hundred," said the J.P., taking the slip
+of paper and the pencil which Holmes handed to him. "This is not quite
+correct, however," he added, glancing over the document.
+
+"I wrote it rather hurriedly."
+
+"You see you begin, 'Whereas, at about a quarter to one on Tuesday
+morning an attempt was made,' and so on. It was at a quarter to twelve,
+as a matter of fact."
+
+I was pained at the mistake, for I knew how keenly Holmes would feel any
+slip of the kind. It was his specialty to be accurate as to fact, but
+his recent illness had shaken him, and this one little incident was
+enough to show me that he was still far from being himself. He was
+obviously embarrassed for an instant, while the Inspector raised his
+eyebrows, and Alec Cunningham burst into a laugh. The old gentleman
+corrected the mistake, however, and handed the paper back to Holmes.
+
+"Get it printed as soon as possible," he said; "I think your idea is an
+excellent one."
+
+Holmes put the slip of paper carefully away into his pocket-book.
+
+"And now," said he, "it really would be a good thing that we should all
+go over the house together and make certain that this rather erratic
+burglar did not, after all, carry anything away with him."
+
+Before entering, Holmes made an examination of the door which had been
+forced. It was evident that a chisel or strong knife had been thrust
+in, and the lock forced back with it. We could see the marks in the wood
+where it had been pushed in.
+
+"You don't use bars, then?" he asked.
+
+"We have never found it necessary."
+
+"You don't keep a dog?"
+
+"Yes, but he is chained on the other side of the house."
+
+"When do the servants go to bed?"
+
+"About ten."
+
+"I understand that William was usually in bed also at that hour."
+
+"Yes."
+
+"It is singular that on this particular night he should have been up.
+Now, I should be very glad if you would have the kindness to show us
+over the house, Mr. Cunningham."
+
+A stone-flagged passage, with the kitchens branching away from it, led
+by a wooden staircase directly to the first floor of the house. It came
+out upon the landing opposite to a second more ornamental stair which
+came up from the front hall. Out of this landing opened the drawing-room
+and several bedrooms, including those of Mr. Cunningham and his son.
+Holmes walked slowly, taking keen note of the architecture of the house.
+I could tell from his expression that he was on a hot scent, and yet
+I could not in the least imagine in what direction his inferences were
+leading him.
+
+"My good sir," said Mr. Cunningham with some impatience, "this is surely
+very unnecessary. That is my room at the end of the stairs, and my
+son's is the one beyond it. I leave it to your judgment whether it was
+possible for the thief to have come up here without disturbing us."
+
+"You must try round and get on a fresh scent, I fancy," said the son
+with a rather malicious smile.
+
+"Still, I must ask you to humor me a little further. I should like, for
+example, to see how far the windows of the bedrooms command the front.
+This, I understand is your son's room"--he pushed open the door--"and
+that, I presume, is the dressing-room in which he sat smoking when the
+alarm was given. Where does the window of that look out to?" He stepped
+across the bedroom, pushed open the door, and glanced round the other
+chamber.
+
+"I hope that you are satisfied now?" said Mr. Cunningham, tartly.
+
+"Thank you, I think I have seen all that I wished."
+
+"Then if it is really necessary we can go into my room."
+
+"If it is not too much trouble."
+
+The J. P. shrugged his shoulders, and led the way into his own chamber,
+which was a plainly furnished and commonplace room. As we moved across
+it in the direction of the window, Holmes fell back until he and I were
+the last of the group. Near the foot of the bed stood a dish of oranges
+and a carafe of water. As we passed it Holmes, to my unutterable
+astonishment, leaned over in front of me and deliberately knocked the
+whole thing over. The glass smashed into a thousand pieces and the fruit
+rolled about into every corner of the room.
+
+"You've done it now, Watson," said he, coolly. "A pretty mess you've
+made of the carpet."
+
+I stooped in some confusion and began to pick up the fruit,
+understanding for some reason my companion desired me to take the blame
+upon myself. The others did the same, and set the table on its legs
+again.
+
+"Hullo!" cried the Inspector, "where's he got to?"
+
+Holmes had disappeared.
+
+"Wait here an instant," said young Alec Cunningham. "The fellow is off
+his head, in my opinion. Come with me, father, and see where he has got
+to!"
+
+They rushed out of the room, leaving the Inspector, the Colonel, and me
+staring at each other.
+
+"'Pon my word, I am inclined to agree with Master Alec," said the
+official. "It may be the effect of this illness, but it seems to me
+that--"
+
+His words were cut short by a sudden scream of "Help! Help! Murder!"
+With a thrill I recognized the voice of that of my friend. I rushed
+madly from the room on to the landing. The cries, which had sunk down
+into a hoarse, inarticulate shouting, came from the room which we had
+first visited. I dashed in, and on into the dressing-room beyond. The
+two Cunninghams were bending over the prostrate figure of Sherlock
+Holmes, the younger clutching his throat with both hands, while the
+elder seemed to be twisting one of his wrists. In an instant the three
+of us had torn them away from him, and Holmes staggered to his feet,
+very pale and evidently greatly exhausted.
+
+"Arrest these men, Inspector," he gasped.
+
+"On what charge?"
+
+"That of murdering their coachman, William Kirwan."
+
+The Inspector stared about him in bewilderment. "Oh, come now, Mr.
+Holmes," said he at last, "I'm sure you don't really mean to--"
+
+"Tut, man, look at their faces!" cried Holmes, curtly.
+
+Never certainly have I seen a plainer confession of guilt upon human
+countenances. The older man seemed numbed and dazed with a heavy, sullen
+expression upon his strongly-marked face. The son, on the other hand,
+had dropped all that jaunty, dashing style which had characterized him,
+and the ferocity of a dangerous wild beast gleamed in his dark eyes
+and distorted his handsome features. The Inspector said nothing, but,
+stepping to the door, he blew his whistle. Two of his constables came at
+the call.
+
+"I have no alternative, Mr. Cunningham," said he. "I trust that this may
+all prove to be an absurd mistake, but you can see that--Ah, would you?
+Drop it!" He struck out with his hand, and a revolver which the younger
+man was in the act of cocking clattered down upon the floor.
+
+"Keep that," said Holmes, quietly putting his foot upon it; "you will
+find it useful at the trial. But this is what we really wanted." He held
+up a little crumpled piece of paper.
+
+"The remainder of the sheet!" cried the Inspector.
+
+"Precisely."
+
+"And where was it?"
+
+"Where I was sure it must be. I'll make the whole matter clear to you
+presently. I think, Colonel, that you and Watson might return now, and
+I will be with you again in an hour at the furthest. The Inspector and I
+must have a word with the prisoners, but you will certainly see me back
+at luncheon time."
+
+
+Sherlock Holmes was as good as his word, for about one o'clock he
+rejoined us in the Colonel's smoking-room. He was accompanied by a
+little elderly gentleman, who was introduced to me as the Mr. Acton
+whose house had been the scene of the original burglary.
+
+"I wished Mr. Acton to be present while I demonstrated this small matter
+to you," said Holmes, "for it is natural that he should take a keen
+interest in the details. I am afraid, my dear Colonel, that you must
+regret the hour that you took in such a stormy petrel as I am."
+
+"On the contrary," answered the Colonel, warmly, "I consider it the
+greatest privilege to have been permitted to study your methods of
+working. I confess that they quite surpass my expectations, and that I
+am utterly unable to account for your result. I have not yet seen the
+vestige of a clue."
+
+"I am afraid that my explanation may disillusion you but it has always
+been my habit to hide none of my methods, either from my friend Watson
+or from any one who might take an intelligent interest in them. But,
+first, as I am rather shaken by the knocking about which I had in
+the dressing-room, I think that I shall help myself to a dash of your
+brandy, Colonel. My strength had been rather tried of late."
+
+"I trust that you had no more of those nervous attacks."
+
+Sherlock Holmes laughed heartily. "We will come to that in its turn,"
+said he. "I will lay an account of the case before you in its due order,
+showing you the various points which guided me in my decision. Pray
+interrupt me if there is any inference which is not perfectly clear to
+you.
+
+"It is of the highest importance in the art of detection to be able
+to recognize, out of a number of facts, which are incidental and which
+vital. Otherwise your energy and attention must be dissipated instead of
+being concentrated. Now, in this case there was not the slightest doubt
+in my mind from the first that the key of the whole matter must be
+looked for in the scrap of paper in the dead man's hand.
+
+"Before going into this, I would draw your attention to the fact that,
+if Alec Cunningham's narrative was correct, and if the assailant, after
+shooting William Kirwan, had instantly fled, then it obviously could not
+be he who tore the paper from the dead man's hand. But if it was not he,
+it must have been Alec Cunningham himself, for by the time that the old
+man had descended several servants were upon the scene. The point is a
+simple one, but the Inspector had overlooked it because he had started
+with the supposition that these county magnates had had nothing to do
+with the matter. Now, I make a point of never having any prejudices,
+and of following docilely wherever fact may lead me, and so, in the
+very first stage of the investigation, I found myself looking a little
+askance at the part which had been played by Mr. Alec Cunningham.
+
+"And now I made a very careful examination of the corner of paper which
+the Inspector had submitted to us. It was at once clear to me that it
+formed part of a very remarkable document. Here it is. Do you not now
+observe something very suggestive about it?"
+
+"It has a very irregular look," said the Colonel.
+
+"My dear sir," cried Holmes, "there cannot be the least doubt in the
+world that it has been written by two persons doing alternate words.
+When I draw your attention to the strong t's of 'at' and 'to', and ask
+you to compare them with the weak ones of 'quarter' and 'twelve,' you
+will instantly recognize the fact. A very brief analysis of these
+four words would enable you to say with the utmost confidence that the
+'learn' and the 'maybe' are written in the stronger hand, and the 'what'
+in the weaker."
+
+"By Jove, it's as clear as day!" cried the Colonel. "Why on earth should
+two men write a letter in such a fashion?"
+
+"Obviously the business was a bad one, and one of the men who distrusted
+the other was determined that, whatever was done, each should have an
+equal hand in it. Now, of the two men, it is clear that the one who
+wrote the 'at' and 'to' was the ringleader."
+
+"How do you get at that?"
+
+"We might deduce it from the mere character of the one hand as compared
+with the other. But we have more assured reasons than that for supposing
+it. If you examine this scrap with attention you will come to the
+conclusion that the man with the stronger hand wrote all his words
+first, leaving blanks for the other to fill up. These blanks were not
+always sufficient, and you can see that the second man had a squeeze
+to fit his 'quarter' in between the 'at' and the 'to,' showing that the
+latter were already written. The man who wrote all his words first is
+undoubtedly the man who planned the affair."
+
+"Excellent!" cried Mr. Acton.
+
+"But very superficial," said Holmes. "We come now, however, to a point
+which is of importance. You may not be aware that the deduction of a
+man's age from his writing is one which has brought to considerable
+accuracy by experts. In normal cases one can place a man in his true
+decade with tolerable confidence. I say normal cases, because ill-health
+and physical weakness reproduce the signs of old age, even when the
+invalid is a youth. In this case, looking at the bold, strong hand of
+the one, and the rather broken-backed appearance of the other, which
+still retains its legibility although the t's have begun to lose their
+crossing, we can say that the one was a young man and the other was
+advanced in years without being positively decrepit."
+
+"Excellent!" cried Mr. Acton again.
+
+"There is a further point, however, which is subtler and of greater
+interest. There is something in common between these hands. They belong
+to men who are blood-relatives. It may be most obvious to you in the
+Greek e's, but to me there are many small points which indicate the same
+thing. I have no doubt at all that a family mannerism can be traced in
+these two specimens of writing. I am only, of course, giving you
+the leading results now of my examination of the paper. There were
+twenty-three other deductions which would be of more interest to experts
+than to you. They all tend to deepen the impression upon my mind that
+the Cunninghams, father and son, had written this letter.
+
+"Having got so far, my next step was, of course, to examine into the
+details of the crime, and to see how far they would help us. I went up
+to the house with the Inspector, and saw all that was to be seen. The
+wound upon the dead man was, as I was able to determine with absolute
+confidence, fired from a revolver at the distance of something over
+four yards. There was no powder-blackening on the clothes. Evidently,
+therefore, Alec Cunningham had lied when he said that the two men were
+struggling when the shot was fired. Again, both father and son agreed
+as to the place where the man escaped into the road. At that point,
+however, as it happens, there is a broadish ditch, moist at the bottom.
+As there were no indications of bootmarks about this ditch, I was
+absolutely sure not only that the Cunninghams had again lied, but that
+there had never been any unknown man upon the scene at all.
+
+"And now I have to consider the motive of this singular crime. To get
+at this, I endeavored first of all to solve the reason of the original
+burglary at Mr. Acton's. I understood, from something which the Colonel
+told us, that a lawsuit had been going on between you, Mr. Acton, and
+the Cunninghams. Of course, it instantly occurred to me that they had
+broken into your library with the intention of getting at some document
+which might be of importance in the case."
+
+"Precisely so," said Mr. Acton. "There can be no possible doubt as to
+their intentions. I have the clearest claim upon half of their present
+estate, and if they could have found a single paper--which, fortunately,
+was in the strong-box of my solicitors--they would undoubtedly have
+crippled our case."
+
+"There you are," said Holmes, smiling. "It was a dangerous, reckless
+attempt, in which I seem to trace the influence of young Alec. Having
+found nothing they tried to divert suspicion by making it appear to be
+an ordinary burglary, to which end they carried off whatever they could
+lay their hands upon. That is all clear enough, but there was much that
+was still obscure. What I wanted above all was to get the missing part
+of that note. I was certain that Alec had torn it out of the dead man's
+hand, and almost certain that he must have thrust it into the pocket of
+his dressing-gown. Where else could he have put it? The only question
+was whether it was still there. It was worth an effort to find out, and
+for that object we all went up to the house.
+
+"The Cunninghams joined us, as you doubtless remember, outside the
+kitchen door. It was, of course, of the very first importance that they
+should not be reminded of the existence of this paper, otherwise they
+would naturally destroy it without delay. The Inspector was about to
+tell them the importance which we attached to it when, by the luckiest
+chance in the world, I tumbled down in a sort of fit and so changed the
+conversation.
+
+"Good heavens!" cried the Colonel, laughing, "do you mean to say all our
+sympathy was wasted and your fit an imposture?"
+
+"Speaking professionally, it was admirably done," cried I, looking in
+amazement at this man who was forever confounding me with some new phase
+of his astuteness.
+
+"It is an art which is often useful," said he. "When I recovered I
+managed, by a device which had perhaps some little merit of ingenuity,
+to get old Cunningham to write the word 'twelve,' so that I might
+compare it with the 'twelve' upon the paper."
+
+"Oh, what an ass I have been!" I exclaimed.
+
+"I could see that you were commiserating me over my weakness," said
+Holmes, laughing. "I was sorry to cause you the sympathetic pain which
+I know that you felt. We then went upstairs together, and having entered
+the room and seen the dressing-gown hanging up behind the door, I
+contrived, by upsetting a table, to engage their attention for the
+moment, and slipped back to examine the pockets. I had hardly got the
+paper, however--which was, as I had expected, in one of them--when the
+two Cunninghams were on me, and would, I verily believe, have murdered
+me then and there but for your prompt and friendly aid. As it is, I feel
+that young man's grip on my throat now, and the father has twisted my
+wrist round in the effort to get the paper out of my hand. They saw that
+I must know all about it, you see, and the sudden change from absolute
+security to complete despair made them perfectly desperate.
+
+"I had a little talk with old Cunningham afterwards as to the motive of
+the crime. He was tractable enough, though his son was a perfect demon,
+ready to blow out his own or anybody else's brains if he could have got
+to his revolver. When Cunningham saw that the case against him was so
+strong he lost all heart and made a clean breast of everything. It seems
+that William had secretly followed his two masters on the night when
+they made their raid upon Mr. Acton's, and having thus got them into
+his power, proceeded, under threats of exposure, to levy blackmail upon
+them. Mr. Alec, however, was a dangerous man to play games of that
+sort with. It was a stroke of positive genius on his part to see in the
+burglary scare which was convulsing the country side an opportunity of
+plausibly getting rid of the man whom he feared. William was decoyed up
+and shot, and had they only got the whole of the note and paid a little
+more attention to detail in the accessories, it is very possible that
+suspicion might never have been aroused."
+
+"And the note?" I asked.
+
+Sherlock Holmes placed the subjoined paper before us.
+
+     If you will only come around to the east gate you it will
+     very much surprise you and be of the greatest service to you
+     and also to Annie Morrison. But say nothing to anyone upon
+     the matter.
+
+"It is very much the sort of thing that I expected," said he. "Of
+course, we do not yet know what the relations may have been between Alec
+Cunningham, William Kirwan, and Annie Morrison. The results shows that
+the trap was skillfully baited. I am sure that you cannot fail to be
+delighted with the traces of heredity shown in the p's and in the tails
+of the g's. The absence of the i-dots in the old man's writing is also
+most characteristic. Watson, I think our quiet rest in the country has
+been a distinct success, and I shall certainly return much invigorated
+to Baker Street to-morrow."
+
+
+
+
+Adventure VII. The Crooked Man
+
+
+One summer night, a few months after my marriage, I was seated by my own
+hearth smoking a last pipe and nodding over a novel, for my day's work
+had been an exhausting one. My wife had already gone upstairs, and the
+sound of the locking of the hall door some time before told me that the
+servants had also retired. I had risen from my seat and was knocking out
+the ashes of my pipe when I suddenly heard the clang of the bell.
+
+I looked at the clock. It was a quarter to twelve. This could not be
+a visitor at so late an hour. A patient, evidently, and possibly an
+all-night sitting. With a wry face I went out into the hall and opened
+the door. To my astonishment it was Sherlock Holmes who stood upon my
+step.
+
+"Ah, Watson," said he, "I hoped that I might not be too late to catch
+you."
+
+"My dear fellow, pray come in."
+
+"You look surprised, and no wonder! Relieved, too, I fancy! Hum! You
+still smoke the Arcadia mixture of your bachelor days then! There's no
+mistaking that fluffy ash upon your coat. It's easy to tell that you
+have been accustomed to wear a uniform, Watson. You'll never pass as
+a pure-bred civilian as long as you keep that habit of carrying your
+handkerchief in your sleeve. Could you put me up to-night?"
+
+"With pleasure."
+
+"You told me that you had bachelor quarters for one, and I see that you
+have no gentleman visitor at present. Your hat-stand proclaims as much."
+
+"I shall be delighted if you will stay."
+
+"Thank you. I'll fill the vacant peg then. Sorry to see that you've had
+the British workman in the house. He's a token of evil. Not the drains,
+I hope?"
+
+"No, the gas."
+
+"Ah! He has left two nail-marks from his boot upon your linoleum
+just where the light strikes it. No, thank you, I had some supper at
+Waterloo, but I'll smoke a pipe with you with pleasure."
+
+I handed him my pouch, and he seated himself opposite to me and smoked
+for some time in silence. I was well aware that nothing but business
+of importance would have brought him to me at such an hour, so I waited
+patiently until he should come round to it.
+
+"I see that you are professionally rather busy just now," said he,
+glancing very keenly across at me.
+
+"Yes, I've had a busy day," I answered. "It may seem very foolish in
+your eyes," I added, "but really I don't know how you deduced it."
+
+Holmes chuckled to himself.
+
+"I have the advantage of knowing your habits, my dear Watson," said he.
+"When your round is a short one you walk, and when it is a long one you
+use a hansom. As I perceive that your boots, although used, are by
+no means dirty, I cannot doubt that you are at present busy enough to
+justify the hansom."
+
+"Excellent!" I cried.
+
+"Elementary," said he. "It is one of those instances where the reasoner
+can produce an effect which seems remarkable to his neighbor, because
+the latter has missed the one little point which is the basis of the
+deduction. The same may be said, my dear fellow, for the effect of
+some of these little sketches of yours, which is entirely meretricious,
+depending as it does upon your retaining in your own hands some factors
+in the problem which are never imparted to the reader. Now, at present
+I am in the position of these same readers, for I hold in this hand
+several threads of one of the strangest cases which ever perplexed a
+man's brain, and yet I lack the one or two which are needful to complete
+my theory. But I'll have them, Watson, I'll have them!" His eyes kindled
+and a slight flush sprang into his thin cheeks. For an instant only.
+When I glanced again his face had resumed that red-Indian composure
+which had made so many regard him as a machine rather than a man.
+
+"The problem presents features of interest," said he. "I may even say
+exceptional features of interest. I have already looked into the matter,
+and have come, as I think, within sight of my solution. If you could
+accompany me in that last step you might be of considerable service to
+me."
+
+"I should be delighted."
+
+"Could you go as far as Aldershot to-morrow?"
+
+"I have no doubt Jackson would take my practice."
+
+"Very good. I want to start by the 11.10 from Waterloo."
+
+"That would give me time."
+
+"Then, if you are not too sleepy, I will give you a sketch of what has
+happened, and of what remains to be done."
+
+"I was sleepy before you came. I am quite wakeful now."
+
+"I will compress the story as far as may be done without omitting
+anything vital to the case. It is conceivable that you may even have
+read some account of the matter. It is the supposed murder of Colonel
+Barclay, of the Royal Munsters, at Aldershot, which I am investigating."
+
+"I have heard nothing of it."
+
+"It has not excited much attention yet, except locally. The facts are
+only two days old. Briefly they are these:
+
+"The Royal Munsters is, as you know, one of the most famous Irish
+regiments in the British army. It did wonders both in the Crimea and the
+Mutiny, and has since that time distinguished itself upon every possible
+occasion. It was commanded up to Monday night by James Barclay,
+a gallant veteran, who started as a full private, was raised to
+commissioned rank for his bravery at the time of the Mutiny, and so
+lived to command the regiment in which he had once carried a musket.
+
+"Colonel Barclay had married at the time when he was a sergeant, and
+his wife, whose maiden name was Miss Nancy Devoy, was the daughter of a
+former color-sergeant in the same corps. There was, therefore, as can
+be imagined, some little social friction when the young couple (for
+they were still young) found themselves in their new surroundings. They
+appear, however, to have quickly adapted themselves, and Mrs. Barclay
+has always, I understand, been as popular with the ladies of the
+regiment as her husband was with his brother officers. I may add that
+she was a woman of great beauty, and that even now, when she has been
+married for upwards of thirty years, she is still of a striking and
+queenly appearance.
+
+"Colonel Barclay's family life appears to have been a uniformly happy
+one. Major Murphy, to whom I owe most of my facts, assures me that he
+has never heard of any misunderstanding between the pair. On the whole,
+he thinks that Barclay's devotion to his wife was greater than his
+wife's to Barclay. He was acutely uneasy if he were absent from her for
+a day. She, on the other hand, though devoted and faithful, was less
+obtrusively affectionate. But they were regarded in the regiment as
+the very model of a middle-aged couple. There was absolutely nothing in
+their mutual relations to prepare people for the tragedy which was to
+follow.
+
+"Colonel Barclay himself seems to have had some singular traits in his
+character. He was a dashing, jovial old soldier in his usual mood,
+but there were occasions on which he seemed to show himself capable
+of considerable violence and vindictiveness. This side of his nature,
+however, appears never to have been turned towards his wife. Another
+fact, which had struck Major Murphy and three out of five of the other
+officers with whom I conversed, was the singular sort of depression
+which came upon him at times. As the major expressed it, the smile had
+often been struck from his mouth, as if by some invisible hand, when he
+has been joining the gayeties and chaff of the mess-table. For days on
+end, when the mood was on him, he has been sunk in the deepest gloom.
+This and a certain tinge of superstition were the only unusual traits
+in his character which his brother officers had observed. The latter
+peculiarity took the form of a dislike to being left alone, especially
+after dark. This puerile feature in a nature which was conspicuously
+manly had often given rise to comment and conjecture.
+
+"The first battalion of the Royal Munsters (which is the old 117th) has
+been stationed at Aldershot for some years. The married officers live
+out of barracks, and the Colonel has during all this time occupied a
+villa called Lachine, about half a mile from the north camp. The house
+stands in its own grounds, but the west side of it is not more than
+thirty yards from the high-road. A coachman and two maids form the
+staff of servants. These with their master and mistress were the sole
+occupants of Lachine, for the Barclays had no children, nor was it usual
+for them to have resident visitors.
+
+"Now for the events at Lachine between nine and ten on the evening of
+last Monday."
+
+"Mrs. Barclay was, it appears, a member of the Roman Catholic Church,
+and had interested herself very much in the establishment of the Guild
+of St. George, which was formed in connection with the Watt Street
+Chapel for the purpose of supplying the poor with cast-off clothing.
+A meeting of the Guild had been held that evening at eight, and Mrs.
+Barclay had hurried over her dinner in order to be present at it. When
+leaving the house she was heard by the coachman to make some commonplace
+remark to her husband, and to assure him that she would be back before
+very long. She then called for Miss Morrison, a young lady who lives
+in the next villa, and the two went off together to their meeting. It
+lasted forty minutes, and at a quarter-past nine Mrs. Barclay returned
+home, having left Miss Morrison at her door as she passed.
+
+"There is a room which is used as a morning-room at Lachine. This faces
+the road and opens by a large glass folding-door on to the lawn. The
+lawn is thirty yards across, and is only divided from the highway by
+a low wall with an iron rail above it. It was into this room that Mrs.
+Barclay went upon her return. The blinds were not down, for the room was
+seldom used in the evening, but Mrs. Barclay herself lit the lamp and
+then rang the bell, asking Jane Stewart, the house-maid, to bring her
+a cup of tea, which was quite contrary to her usual habits. The Colonel
+had been sitting in the dining-room, but hearing that his wife had
+returned he joined her in the morning-room. The coachman saw him cross
+the hall and enter it. He was never seen again alive.
+
+"The tea which had been ordered was brought up at the end of ten
+minutes; but the maid, as she approached the door, was surprised to
+hear the voices of her master and mistress in furious altercation. She
+knocked without receiving any answer, and even turned the handle, but
+only to find that the door was locked upon the inside. Naturally enough
+she ran down to tell the cook, and the two women with the coachman came
+up into the hall and listened to the dispute which was still raging.
+They all agreed that only two voices were to be heard, those of Barclay
+and of his wife. Barclay's remarks were subdued and abrupt, so that none
+of them were audible to the listeners. The lady's, on the other hand,
+were most bitter, and when she raised her voice could be plainly heard.
+'You coward!' she repeated over and over again. 'What can be done now?
+What can be done now? Give me back my life. I will never so much as
+breathe the same air with you again! You coward! You coward!' Those were
+scraps of her conversation, ending in a sudden dreadful cry in the man's
+voice, with a crash, and a piercing scream from the woman. Convinced
+that some tragedy had occurred, the coachman rushed to the door and
+strove to force it, while scream after scream issued from within. He was
+unable, however, to make his way in, and the maids were too distracted
+with fear to be of any assistance to him. A sudden thought struck him,
+however, and he ran through the hall door and round to the lawn upon
+which the long French windows open. One side of the window was open,
+which I understand was quite usual in the summer-time, and he passed
+without difficulty into the room. His mistress had ceased to scream and
+was stretched insensible upon a couch, while with his feet tilted over
+the side of an arm-chair, and his head upon the ground near the corner
+of the fender, was lying the unfortunate soldier stone dead in a pool of
+his own blood.
+
+"Naturally, the coachman's first thought, on finding that he could do
+nothing for his master, was to open the door. But here an unexpected and
+singular difficulty presented itself. The key was not in the inner side
+of the door, nor could he find it anywhere in the room. He went out
+again, therefore, through the window, and having obtained the help of
+a policeman and of a medical man, he returned. The lady, against whom
+naturally the strongest suspicion rested, was removed to her room, still
+in a state of insensibility. The Colonel's body was then placed upon the
+sofa, and a careful examination made of the scene of the tragedy.
+
+"The injury from which the unfortunate veteran was suffering was found
+to be a jagged cut some two inches long at the back part of his head,
+which had evidently been caused by a violent blow from a blunt weapon.
+Nor was it difficult to guess what that weapon may have been. Upon the
+floor, close to the body, was lying a singular club of hard carved wood
+with a bone handle. The Colonel possessed a varied collection of weapons
+brought from the different countries in which he had fought, and it
+is conjectured by the police that his club was among his trophies. The
+servants deny having seen it before, but among the numerous curiosities
+in the house it is possible that it may have been overlooked. Nothing
+else of importance was discovered in the room by the police, save the
+inexplicable fact that neither upon Mrs. Barclay's person nor upon that
+of the victim nor in any part of the room was the missing key to
+be found. The door had eventually to be opened by a locksmith from
+Aldershot.
+
+"That was the state of things, Watson, when upon the Tuesday morning I,
+at the request of Major Murphy, went down to Aldershot to supplement
+the efforts of the police. I think that you will acknowledge that the
+problem was already one of interest, but my observations soon made me
+realize that it was in truth much more extraordinary than would at first
+sight appear.
+
+"Before examining the room I cross-questioned the servants, but only
+succeeded in eliciting the facts which I have already stated. One other
+detail of interest was remembered by Jane Stewart, the housemaid. You
+will remember that on hearing the sound of the quarrel she descended and
+returned with the other servants. On that first occasion, when she was
+alone, she says that the voices of her master and mistress were sunk
+so low that she could hear hardly anything, and judged by their tones
+rather than their words that they had fallen out. On my pressing her,
+however, she remembered that she heard the word David uttered twice by
+the lady. The point is of the utmost importance as guiding us towards
+the reason of the sudden quarrel. The Colonel's name, you remember, was
+James.
+
+"There was one thing in the case which had made the deepest impression
+both upon the servants and the police. This was the contortion of the
+Colonel's face. It had set, according to their account, into the most
+dreadful expression of fear and horror which a human countenance is
+capable of assuming. More than one person fainted at the mere sight
+of him, so terrible was the effect. It was quite certain that he had
+foreseen his fate, and that it had caused him the utmost horror. This,
+of course, fitted in well enough with the police theory, if the Colonel
+could have seen his wife making a murderous attack upon him. Nor was
+the fact of the wound being on the back of his head a fatal objection to
+this, as he might have turned to avoid the blow. No information could
+be got from the lady herself, who was temporarily insane from an acute
+attack of brain-fever.
+
+"From the police I learned that Miss Morrison, who you remember went out
+that evening with Mrs. Barclay, denied having any knowledge of what it
+was which had caused the ill-humor in which her companion had returned.
+
+"Having gathered these facts, Watson, I smoked several pipes over them,
+trying to separate those which were crucial from others which were
+merely incidental. There could be no question that the most distinctive
+and suggestive point in the case was the singular disappearance of the
+door-key. A most careful search had failed to discover it in the room.
+Therefore it must have been taken from it. But neither the Colonel
+nor the Colonel's wife could have taken it. That was perfectly clear.
+Therefore a third person must have entered the room. And that third
+person could only have come in through the window. It seemed to me that
+a careful examination of the room and the lawn might possibly reveal
+some traces of this mysterious individual. You know my methods, Watson.
+There was not one of them which I did not apply to the inquiry. And it
+ended by my discovering traces, but very different ones from those which
+I had expected. There had been a man in the room, and he had crossed
+the lawn coming from the road. I was able to obtain five very clear
+impressions of his foot-marks: one in the roadway itself, at the point
+where he had climbed the low wall, two on the lawn, and two very faint
+ones upon the stained boards near the window where he had entered.
+He had apparently rushed across the lawn, for his toe-marks were much
+deeper than his heels. But it was not the man who surprised me. It was
+his companion."
+
+"His companion!"
+
+Holmes pulled a large sheet of tissue-paper out of his pocket and
+carefully unfolded it upon his knee.
+
+"What do you make of that?" he asked.
+
+The paper was covered with he tracings of the foot-marks of some small
+animal. It had five well-marked foot-pads, an indication of long nails,
+and the whole print might be nearly as large as a dessert-spoon.
+
+"It's a dog," said I.
+
+"Did you ever hear of a dog running up a curtain? I found distinct
+traces that this creature had done so."
+
+"A monkey, then?"
+
+"But it is not the print of a monkey."
+
+"What can it be, then?"
+
+"Neither dog nor cat nor monkey nor any creature that we are familiar
+with. I have tried to reconstruct it from the measurements. Here are
+four prints where the beast has been standing motionless. You see that
+it is no less than fifteen inches from fore-foot to hind. Add to that
+the length of neck and head, and you get a creature not much less than
+two feet long--probably more if there is any tail. But now observe this
+other measurement. The animal has been moving, and we have the length
+of its stride. In each case it is only about three inches. You have an
+indication, you see, of a long body with very short legs attached to it.
+It has not been considerate enough to leave any of its hair behind it.
+But its general shape must be what I have indicated, and it can run up a
+curtain, and it is carnivorous."
+
+"How do you deduce that?"
+
+"Because it ran up the curtain. A canary's cage was hanging in the
+window, and its aim seems to have been to get at the bird."
+
+"Then what was the beast?"
+
+"Ah, if I could give it a name it might go a long way towards solving
+the case. On the whole, it was probably some creature of the weasel and
+stoat tribe--and yet it is larger than any of these that I have seen."
+
+"But what had it to do with the crime?"
+
+"That, also, is still obscure. But we have learned a good deal, you
+perceive. We know that a man stood in the road looking at the quarrel
+between the Barclays--the blinds were up and the room lighted. We know,
+also, that he ran across the lawn, entered the room, accompanied by a
+strange animal, and that he either struck the Colonel or, as is equally
+possible, that the Colonel fell down from sheer fright at the sight of
+him, and cut his head on the corner of the fender. Finally, we have the
+curious fact that the intruder carried away the key with him when he
+left."
+
+"Your discoveries seem to have left the business more obscure that it
+was before," said I.
+
+"Quite so. They undoubtedly showed that the affair was much deeper than
+was at first conjectured. I thought the matter over, and I came to
+the conclusion that I must approach the case from another aspect. But
+really, Watson, I am keeping you up, and I might just as well tell you
+all this on our way to Aldershot to-morrow."
+
+"Thank you, you have gone rather too far to stop."
+
+"It is quite certain that when Mrs. Barclay left the house at half-past
+seven she was on good terms with her husband. She was never, as I think
+I have said, ostentatiously affectionate, but she was heard by the
+coachman chatting with the Colonel in a friendly fashion. Now, it was
+equally certain that, immediately on her return, she had gone to the
+room in which she was least likely to see her husband, had flown to tea
+as an agitated woman will, and finally, on his coming in to her, had
+broken into violent recriminations. Therefore something had occurred
+between seven-thirty and nine o'clock which had completely altered her
+feelings towards him. But Miss Morrison had been with her during the
+whole of that hour and a half. It was absolutely certain, therefore, in
+spite of her denial, that she must know something of the matter.
+
+"My first conjecture was, that possibly there had been some passages
+between this young lady and the old soldier, which the former had now
+confessed to the wife. That would account for the angry return, and
+also for the girl's denial that anything had occurred. Nor would it be
+entirely incompatible with most of the words overhead. But there was the
+reference to David, and there was the known affection of the Colonel for
+his wife, to weigh against it, to say nothing of the tragic intrusion
+of this other man, which might, of course, be entirely disconnected with
+what had gone before. It was not easy to pick one's steps, but, on the
+whole, I was inclined to dismiss the idea that there had been anything
+between the Colonel and Miss Morrison, but more than ever convinced that
+the young lady held the clue as to what it was which had turned Mrs.
+Barclay to hatred of her husband. I took the obvious course, therefore,
+of calling upon Miss M., of explaining to her that I was perfectly
+certain that she held the facts in her possession, and of assuring her
+that her friend, Mrs. Barclay, might find herself in the dock upon a
+capital charge unless the matter were cleared up.
+
+"Miss Morrison is a little ethereal slip of a girl, with timid eyes
+and blond hair, but I found her by no means wanting in shrewdness and
+common-sense. She sat thinking for some time after I had spoken, and
+then, turning to me with a brisk air of resolution, she broke into a
+remarkable statement which I will condense for your benefit.
+
+"'I promised my friend that I would say nothing of the matter, and a
+promise is a promise,' said she; 'but if I can really help her when
+so serious a charge is laid against her, and when her own mouth, poor
+darling, is closed by illness, then I think I am absolved from my
+promise. I will tell you exactly what happened upon Monday evening.
+
+"'We were returning from the Watt Street Mission about a quarter to nine
+o'clock. On our way we had to pass through Hudson Street, which is
+a very quiet thoroughfare. There is only one lamp in it, upon the
+left-hand side, and as we approached this lamp I saw a man coming
+towards us with his back very bent, and something like a box slung over
+one of his shoulders. He appeared to be deformed, for he carried his
+head low and walked with his knees bent. We were passing him when he
+raised his face to look at us in the circle of light thrown by the lamp,
+and as he did so he stopped and screamed out in a dreadful voice, "My
+God, it's Nancy!" Mrs. Barclay turned as white as death, and would have
+fallen down had the dreadful-looking creature not caught hold of her. I
+was going to call for the police, but she, to my surprise, spoke quite
+civilly to the fellow.
+
+"'"I thought you had been dead this thirty years, Henry," said she, in a
+shaking voice.
+
+"'"So I have," said he, and it was awful to hear the tones that he said
+it in. He had a very dark, fearsome face, and a gleam in his eyes that
+comes back to me in my dreams. His hair and whiskers were shot with
+gray, and his face was all crinkled and puckered like a withered apple.
+
+"'"Just walk on a little way, dear," said Mrs. Barclay; "I want to have
+a word with this man. There is nothing to be afraid of." She tried to
+speak boldly, but she was still deadly pale and could hardly get her
+words out for the trembling of her lips.
+
+"'I did as she asked me, and they talked together for a few minutes.
+Then she came down the street with her eyes blazing, and I saw the
+crippled wretch standing by the lamp-post and shaking his clenched fists
+in the air as if he were mad with rage. She never said a word until we
+were at the door here, when she took me by the hand and begged me to
+tell no one what had happened.
+
+"'"It's an old acquaintance of mine who has come down in the world,"
+said she. When I promised her I would say nothing she kissed me, and I
+have never seen her since. I have told you now the whole truth, and if
+I withheld it from the police it is because I did not realize then the
+danger in which my dear friend stood. I know that it can only be to her
+advantage that everything should be known.'
+
+"There was her statement, Watson, and to me, as you can imagine, it was
+like a light on a dark night. Everything which had been disconnected
+before began at once to assume its true place, and I had a shadowy
+presentiment of the whole sequence of events. My next step obviously was
+to find the man who had produced such a remarkable impression upon Mrs.
+Barclay. If he were still in Aldershot it should not be a very difficult
+matter. There are not such a very great number of civilians, and a
+deformed man was sure to have attracted attention. I spent a day in the
+search, and by evening--this very evening, Watson--I had run him down.
+The man's name is Henry Wood, and he lives in lodgings in this same
+street in which the ladies met him. He has only been five days in the
+place. In the character of a registration-agent I had a most interesting
+gossip with his landlady. The man is by trade a conjurer and performer,
+going round the canteens after nightfall, and giving a little
+entertainment at each. He carries some creature about with him in that
+box; about which the landlady seemed to be in considerable trepidation,
+for she had never seen an animal like it. He uses it in some of his
+tricks according to her account. So much the woman was able to tell me,
+and also that it was a wonder the man lived, seeing how twisted he was,
+and that he spoke in a strange tongue sometimes, and that for the last
+two nights she had heard him groaning and weeping in his bedroom. He
+was all right, as far as money went, but in his deposit he had given her
+what looked like a bad florin. She showed it to me, Watson, and it was
+an Indian rupee.
+
+"So now, my dear fellow, you see exactly how we stand and why it is I
+want you. It is perfectly plain that after the ladies parted from this
+man he followed them at a distance, that he saw the quarrel between
+husband and wife through the window, that he rushed in, and that
+the creature which he carried in his box got loose. That is all very
+certain. But he is the only person in this world who can tell us exactly
+what happened in that room."
+
+"And you intend to ask him?"
+
+"Most certainly--but in the presence of a witness."
+
+"And I am the witness?"
+
+"If you will be so good. If he can clear the matter up, well and good.
+If he refuses, we have no alternative but to apply for a warrant."
+
+"But how do you know he'll be there when we return?"
+
+"You may be sure that I took some precautions. I have one of my Baker
+Street boys mounting guard over him who would stick to him like a burr,
+go where he might. We shall find him in Hudson Street to-morrow, Watson,
+and meanwhile I should be the criminal myself if I kept you out of bed
+any longer."
+
+It was midday when we found ourselves at the scene of the tragedy, and,
+under my companion's guidance, we made our way at once to Hudson Street.
+In spite of his capacity for concealing his emotions, I could easily see
+that Holmes was in a state of suppressed excitement, while I was myself
+tingling with that half-sporting, half-intellectual pleasure which
+I invariably experienced when I associated myself with him in his
+investigations.
+
+"This is the street," said he, as we turned into a short thoroughfare
+lined with plain two-storied brick houses. "Ah, here is Simpson to
+report."
+
+"He's in all right, Mr. Holmes," cried a small street Arab, running up
+to us.
+
+"Good, Simpson!" said Holmes, patting him on the head. "Come along,
+Watson. This is the house." He sent in his card with a message that he
+had come on important business, and a moment later we were face to face
+with the man whom we had come to see. In spite of the warm weather he
+was crouching over a fire, and the little room was like an oven. The
+man sat all twisted and huddled in his chair in a way which gave an
+indescribably impression of deformity; but the face which he turned
+towards us, though worn and swarthy, must at some time have been
+remarkable for its beauty. He looked suspiciously at us now out of
+yellow-shot, bilious eyes, and, without speaking or rising, he waved
+towards two chairs.
+
+"Mr. Henry Wood, late of India, I believe," said Holmes, affably. "I've
+come over this little matter of Colonel Barclay's death."
+
+"What should I know about that?"
+
+"That's what I want to ascertain. You know, I suppose, that unless the
+matter is cleared up, Mrs. Barclay, who is an old friend of yours, will
+in all probability be tried for murder."
+
+The man gave a violent start.
+
+"I don't know who you are," he cried, "nor how you come to know what you
+do know, but will you swear that this is true that you tell me?"
+
+"Why, they are only waiting for her to come to her senses to arrest
+her."
+
+"My God! Are you in the police yourself?"
+
+"No."
+
+"What business is it of yours, then?"
+
+"It's every man's business to see justice done."
+
+"You can take my word that she is innocent."
+
+"Then you are guilty."
+
+"No, I am not."
+
+"Who killed Colonel James Barclay, then?"
+
+"It was a just providence that killed him. But, mind you this, that if
+I had knocked his brains out, as it was in my heart to do, he would have
+had no more than his due from my hands. If his own guilty conscience had
+not struck him down it is likely enough that I might have had his blood
+upon my soul. You want me to tell the story. Well, I don't know why I
+shouldn't, for there's no cause for me to be ashamed of it.
+
+"It was in this way, sir. You see me now with my back like a camel and
+my ribs all awry, but there was a time when Corporal Henry Wood was the
+smartest man in the 117th foot. We were in India then, in cantonments,
+at a place we'll call Bhurtee. Barclay, who died the other day, was
+sergeant in the same company as myself, and the belle of the regiment,
+ay, and the finest girl that ever had the breath of life between her
+lips, was Nancy Devoy, the daughter of the color-sergeant. There were
+two men that loved her, and one that she loved, and you'll smile when
+you look at this poor thing huddled before the fire, and hear me say
+that it was for my good looks that she loved me.
+
+"Well, though I had her heart, her father was set upon her marrying
+Barclay. I was a harum-scarum, reckless lad, and he had had an
+education, and was already marked for the sword-belt. But the girl held
+true to me, and it seemed that I would have had her when the Mutiny
+broke out, and all hell was loose in the country.
+
+"We were shut up in Bhurtee, the regiment of us with half a battery of
+artillery, a company of Sikhs, and a lot of civilians and women-folk.
+There were ten thousand rebels round us, and they were as keen as a set
+of terriers round a rat-cage. About the second week of it our water gave
+out, and it was a question whether we could communicate with General
+Neill's column, which was moving up country. It was our only chance, for
+we could not hope to fight our way out with all the women and children,
+so I volunteered to go out and to warn General Neill of our danger. My
+offer was accepted, and I talked it over with Sergeant Barclay, who was
+supposed to know the ground better than any other man, and who drew up
+a route by which I might get through the rebel lines. At ten o'clock the
+same night I started off upon my journey. There were a thousand lives to
+save, but it was of only one that I was thinking when I dropped over the
+wall that night.
+
+"My way ran down a dried-up watercourse, which we hoped would screen
+me from the enemy's sentries; but as I crept round the corner of it
+I walked right into six of them, who were crouching down in the dark
+waiting for me. In an instant I was stunned with a blow and bound hand
+and foot. But the real blow was to my heart and not to my head, for as
+I came to and listened to as much as I could understand of their talk,
+I heard enough to tell me that my comrade, the very man who had arranged
+the way that I was to take, had betrayed me by means of a native servant
+into the hands of the enemy.
+
+"Well, there's no need for me to dwell on that part of it. You know now
+what James Barclay was capable of. Bhurtee was relieved by Neill next
+day, but the rebels took me away with them in their retreat, and it was
+many a long year before ever I saw a white face again. I was tortured
+and tried to get away, and was captured and tortured again. You can see
+for yourselves the state in which I was left. Some of them that fled
+into Nepaul took me with them, and then afterwards I was up past
+Darjeeling. The hill-folk up there murdered the rebels who had me, and
+I became their slave for a time until I escaped; but instead of going
+south I had to go north, until I found myself among the Afghans. There
+I wandered about for many a year, and at last came back to the Punjab,
+where I lived mostly among the natives and picked up a living by the
+conjuring tricks that I had learned. What use was it for me, a wretched
+cripple, to go back to England or to make myself known to my old
+comrades? Even my wish for revenge would not make me do that. I had
+rather that Nancy and my old pals should think of Harry Wood as having
+died with a straight back, than see him living and crawling with a stick
+like a chimpanzee. They never doubted that I was dead, and I meant that
+they never should. I heard that Barclay had married Nancy, and that he
+was rising rapidly in the regiment, but even that did not make me speak.
+
+"But when one gets old one has a longing for home. For years I've been
+dreaming of the bright green fields and the hedges of England. At last I
+determined to see them before I died. I saved enough to bring me across,
+and then I came here where the soldiers are, for I know their ways and
+how to amuse them and so earn enough to keep me."
+
+"Your narrative is most interesting," said Sherlock Holmes. "I have
+already heard of your meeting with Mrs. Barclay, and your mutual
+recognition. You then, as I understand, followed her home and saw
+through the window an altercation between her husband and her, in which
+she doubtless cast his conduct to you in his teeth. Your own feelings
+overcame you, and you ran across the lawn and broke in upon them."
+
+"I did, sir, and at the sight of me he looked as I have never seen a man
+look before, and over he went with his head on the fender. But he was
+dead before he fell. I read death on his face as plain as I can read
+that text over the fire. The bare sight of me was like a bullet through
+his guilty heart."
+
+"And then?"
+
+"Then Nancy fainted, and I caught up the key of the door from her hand,
+intending to unlock it and get help. But as I was doing it it seemed to
+me better to leave it alone and get away, for the thing might look black
+against me, and any way my secret would be out if I were taken. In my
+haste I thrust the key into my pocket, and dropped my stick while I was
+chasing Teddy, who had run up the curtain. When I got him into his box,
+from which he had slipped, I was off as fast as I could run."
+
+"Who's Teddy?" asked Holmes.
+
+The man leaned over and pulled up the front of a kind of hutch in
+the corner. In an instant out there slipped a beautiful reddish-brown
+creature, thin and lithe, with the legs of a stoat, a long, thin nose,
+and a pair of the finest red eyes that ever I saw in an animal's head.
+
+"It's a mongoose," I cried.
+
+"Well, some call them that, and some call them ichneumon," said the
+man. "Snake-catcher is what I call them, and Teddy is amazing quick on
+cobras. I have one here without the fangs, and Teddy catches it every
+night to please the folk in the canteen.
+
+"Any other point, sir?"
+
+"Well, we may have to apply to you again if Mrs. Barclay should prove to
+be in serious trouble."
+
+"In that case, of course, I'd come forward."
+
+"But if not, there is no object in raking up this scandal against a
+dead man, foully as he has acted. You have at least the satisfaction
+of knowing that for thirty years of his life his conscience bitterly
+reproached him for this wicked deed. Ah, there goes Major Murphy on the
+other side of the street. Good-by, Wood. I want to learn if anything has
+happened since yesterday."
+
+We were in time to overtake the major before he reached the corner.
+
+"Ah, Holmes," he said: "I suppose you have heard that all this fuss has
+come to nothing?"
+
+"What then?"
+
+"The inquest is just over. The medical evidence showed conclusively
+that death was due to apoplexy. You see it was quite a simple case after
+all."
+
+"Oh, remarkably superficial," said Holmes, smiling. "Come, Watson, I
+don't think we shall be wanted in Aldershot any more."
+
+"There's one thing," said I, as we walked down to the station. "If the
+husband's name was James, and the other was Henry, what was this talk
+about David?"
+
+"That one word, my dear Watson, should have told me the whole story had
+I been the ideal reasoner which you are so fond of depicting. It was
+evidently a term of reproach."
+
+"Of reproach?"
+
+"Yes; David strayed a little occasionally, you know, and on one occasion
+in the same direction as Sergeant James Barclay. You remember the small
+affair of Uriah and Bathsheba? My biblical knowledge is a trifle rusty,
+I fear, but you will find the story in the first or second of Samuel."
+
+
+
+
+Adventure VIII. The Resident Patient
+
+
+Glancing over the somewhat incoherent series of Memoirs with which I
+have endeavored to illustrate a few of the mental peculiarities of my
+friend Mr. Sherlock Holmes, I have been struck by the difficulty which I
+have experienced in picking out examples which shall in every way answer
+my purpose. For in those cases in which Holmes has performed some tour
+de force of analytical reasoning, and has demonstrated the value of his
+peculiar methods of investigation, the facts themselves have often been
+so slight or so commonplace that I could not feel justified in laying
+them before the public. On the other hand, it has frequently happened
+that he has been concerned in some research where the facts have been of
+the most remarkable and dramatic character, but where the share which he
+has himself taken in determining their causes has been less pronounced
+than I, as his biographer, could wish. The small matter which I have
+chronicled under the heading of "A Study in Scarlet," and that other
+later one connected with the loss of the Gloria Scott, may serve as
+examples of this Scylla and Charybdis which are forever threatening the
+historian. It may be that in the business of which I am now about to
+write the part which my friend played is not sufficiently accentuated;
+and yet the whole train of circumstances is so remarkable that I cannot
+bring myself to omit it entirely from this series.
+
+It had been a close, rainy day in October. Our blinds were half-drawn,
+and Holmes lay curled upon the sofa, reading and re-reading a letter
+which he had received by the morning post. For myself, my term of
+service in India had trained me to stand heat better than cold, and
+a thermometer of 90 was no hardship. But the paper was uninteresting.
+Parliament had risen. Everybody was out of town, and I yearned for the
+glades of the New Forest or the shingle of Southsea. A depleted bank
+account had caused me to postpone my holiday, and as to my companion,
+neither the country nor the sea presented the slightest attraction to
+him. He loved to lie in the very centre of five millions of people, with
+his filaments stretching out and running through them, responsive to
+every little rumor or suspicion of unsolved crime. Appreciation of
+Nature found no place among his many gifts, and his only change was
+when he turned his mind from the evil-doer of the town to track down his
+brother of the country.
+
+Finding that Holmes was too absorbed for conversation, I had tossed
+aside the barren paper, and leaning back in my chair, I fell into a
+brown study. Suddenly my companion's voice broke in upon my thoughts.
+
+"You are right, Watson," said he. "It does seem a very preposterous way
+of settling a dispute."
+
+"Most preposterous!" I exclaimed, and then, suddenly realizing how
+he had echoed the inmost thought of my soul, I sat up in my chair and
+stared at him in blank amazement.
+
+"What is this, Holmes?" I cried. "This is beyond anything which I could
+have imagined."
+
+He laughed heartily at my perplexity.
+
+"You remember," said he, "that some little time ago, when I read you the
+passage in one of Poe's sketches, in which a close reasoner follows the
+unspoken thought of his companion, you were inclined to treat the
+matter as a mere tour de force of the author. On my remarking that I
+was constantly in the habit of doing the same thing you expressed
+incredulity."
+
+"Oh, no!"
+
+"Perhaps not with your tongue, my dear Watson, but certainly with your
+eyebrows. So when I saw you throw down your paper and enter upon a train
+of thought, I was very happy to have the opportunity of reading it
+off, and eventually of breaking into it, as a proof that I had been in
+rapport with you."
+
+But I was still far from satisfied. "In the example which you read to
+me," said I, "the reasoner drew his conclusions from the actions of the
+man whom he observed. If I remember right, he stumbled over a heap
+of stones, looked up at the stars, and so on. But I have been seated
+quietly in my chair, and what clues can I have given you?"
+
+"You do yourself an injustice. The features are given to man as the
+means by which he shall express his emotions, and yours are faithful
+servants."
+
+"Do you mean to say that you read my train of thoughts from my
+features?"
+
+"Your features, and especially your eyes. Perhaps you cannot yourself
+recall how your reverie commenced?"
+
+"No, I cannot."
+
+"Then I will tell you. After throwing down your paper, which was the
+action which drew my attention to you, you sat for half a minute with
+a vacant expression. Then your eyes fixed themselves upon your
+newly-framed picture of General Gordon, and I saw by the alteration in
+your face that a train of thought had been started. But it did not lead
+very far. Your eyes turned across to the unframed portrait of Henry Ward
+Beecher which stands upon the top of your books. You then glanced up at
+the wall, and of course your meaning was obvious. You were thinking
+that if the portrait were framed it would just cover that bare space and
+correspond with Gordon's picture over there."
+
+"You have followed me wonderfully!" I exclaimed.
+
+"So far I could hardly have gone astray. But now your thoughts went
+back to Beecher, and you looked hard across as if you were studying
+the character in his features. Then your eyes ceased to pucker, but
+you continued to look across, and your face was thoughtful. You were
+recalling the incidents of Beecher's career. I was well aware that you
+could not do this without thinking of the mission which he undertook
+on behalf of the North at the time of the Civil War, for I remember
+you expressing your passionate indignation at the way in which he was
+received by the more turbulent of our people. You felt so strongly about
+it that I knew you could not think of Beecher without thinking of that
+also. When a moment later I saw your eyes wander away from the picture,
+I suspected that your mind had now turned to the Civil War, and when
+I observed that your lips set, your eyes sparkled, and your hands
+clinched, I was positive that you were indeed thinking of the gallantry
+which was shown by both sides in that desperate struggle. But then,
+again, your face grew sadder; you shook your head. You were dwelling
+upon the sadness and horror and useless waste of life. Your hand stole
+towards your own old wound, and a smile quivered on your lips,
+which showed me that the ridiculous side of this method of settling
+international questions had forced itself upon your mind. At this point
+I agreed with you that it was preposterous, and was glad to find that
+all my deductions had been correct."
+
+"Absolutely!" said I. "And now that you have explained it, I confess
+that I am as amazed as before."
+
+"It was very superficial, my dear Watson, I assure you. I should not
+have intruded it upon your attention had you not shown some incredulity
+the other day. But the evening has brought a breeze with it. What do you
+say to a ramble through London?"
+
+I was weary of our little sitting-room and gladly acquiesced. For
+three hours we strolled about together, watching the ever-changing
+kaleidoscope of life as it ebbs and flows through Fleet Street and the
+Strand. His characteristic talk, with its keen observance of detail
+and subtle power of inference held me amused and enthralled. It was ten
+o'clock before we reached Baker Street again. A brougham was waiting at
+our door.
+
+"Hum! A doctor's--general practitioner, I perceive," said Holmes. "Not
+been long in practice, but has had a good deal to do. Come to consult
+us, I fancy! Lucky we came back!"
+
+I was sufficiently conversant with Holmes's methods to be able to follow
+his reasoning, and to see that the nature and state of the various
+medical instruments in the wicker basket which hung in the lamplight
+inside the brougham had given him the data for his swift deduction.
+The light in our window above showed that this late visit was indeed
+intended for us. With some curiosity as to what could have sent a
+brother medico to us at such an hour, I followed Holmes into our
+sanctum.
+
+A pale, taper-faced man with sandy whiskers rose up from a chair by the
+fire as we entered. His age may not have been more than three or four
+and thirty, but his haggard expression and unhealthy hue told of a life
+which has sapped his strength and robbed him of his youth. His manner
+was nervous and shy, like that of a sensitive gentleman, and the thin
+white hand which he laid on the mantelpiece as he rose was that of an
+artist rather than of a surgeon. His dress was quiet and sombre--a black
+frock-coat, dark trousers, and a touch of color about his necktie.
+
+"Good-evening, doctor," said Holmes, cheerily. "I am glad to see that
+you have only been waiting a very few minutes."
+
+"You spoke to my coachman, then?"
+
+"No, it was the candle on the side-table that told me. Pray resume your
+seat and let me know how I can serve you."
+
+"My name is Doctor Percy Trevelyan," said our visitor, "and I live at
+403 Brook Street."
+
+"Are you not the author of a monograph upon obscure nervous lesions?" I
+asked.
+
+His pale cheeks flushed with pleasure at hearing that his work was known
+to me.
+
+"I so seldom hear of the work that I thought it was quite dead," said
+he. "My publishers gave me a most discouraging account of its sale. You
+are yourself, I presume, a medical man?"
+
+"A retired army surgeon."
+
+"My own hobby has always been nervous disease. I should wish to make it
+an absolute specialty, but, of course, a man must take what he can get
+at first. This, however, is beside the question, Mr. Sherlock Holmes,
+and I quite appreciate how valuable your time is. The fact is that a
+very singular train of events has occurred recently at my house in Brook
+Street, and to-night they came to such a head that I felt it was quite
+impossible for me to wait another hour before asking for your advice and
+assistance."
+
+Sherlock Holmes sat down and lit his pipe. "You are very welcome
+to both," said he. "Pray let me have a detailed account of what the
+circumstances are which have disturbed you."
+
+"One or two of them are so trivial," said Dr. Trevelyan, "that really
+I am almost ashamed to mention them. But the matter is so inexplicable,
+and the recent turn which it has taken is so elaborate, that I shall
+lay it all before you, and you shall judge what is essential and what is
+not.
+
+"I am compelled, to begin with, to say something of my own college
+career. I am a London University man, you know, and I am sure that your
+will not think that I am unduly singing my own praises if I say that my
+student career was considered by my professors to be a very promising
+one. After I had graduated I continued to devote myself to research,
+occupying a minor position in King's College Hospital, and I was
+fortunate enough to excite considerable interest by my research into the
+pathology of catalepsy, and finally to win the Bruce Pinkerton prize and
+medal by the monograph on nervous lesions to which your friend has
+just alluded. I should not go too far if I were to say that there was a
+general impression at that time that a distinguished career lay before
+me.
+
+"But the one great stumbling-block lay in my want of capital. As you
+will readily understand, a specialist who aims high is compelled to
+start in one of a dozen streets in the Cavendish Square quarter, all
+of which entail enormous rents and furnishing expenses. Besides this
+preliminary outlay, he must be prepared to keep himself for some years,
+and to hire a presentable carriage and horse. To do this was quite
+beyond my power, and I could only hope that by economy I might in ten
+years' time save enough to enable me to put up my plate. Suddenly,
+however, an unexpected incident opened up quite a new prospect to me.
+
+"This was a visit from a gentleman of the name of Blessington, who was a
+complete stranger to me. He came up to my room one morning, and plunged
+into business in an instant.
+
+"'You are the same Percy Trevelyan who has had so distinguished a career
+and won a great prize lately?' said he.
+
+"I bowed.
+
+"'Answer me frankly,' he continued, 'for you will find it to your
+interest to do so. You have all the cleverness which makes a successful
+man. Have you the tact?'
+
+"I could not help smiling at the abruptness of the question.
+
+"'I trust that I have my share,' I said.
+
+"'Any bad habits? Not drawn towards drink, eh?'
+
+"'Really, sir!' I cried.
+
+"'Quite right! That's all right! But I was bound to ask. With all these
+qualities, why are you not in practice?'
+
+"I shrugged my shoulders.
+
+"'Come, come!' said he, in his bustling way. 'It's the old story. More
+in your brains than in your pocket, eh? What would you say if I were to
+start you in Brook Street?'
+
+"I stared at him in astonishment.
+
+"'Oh, it's for my sake, not for yours,' he cried. 'I'll be perfectly
+frank with you, and if it suits you it will suit me very well. I have a
+few thousands to invest, d'ye see, and I think I'll sink them in you.'
+
+"'But why?' I gasped.
+
+"'Well, it's just like any other speculation, and safer than most.'
+
+"'What am I to do, then?'
+
+"'I'll tell you. I'll take the house, furnish it, pay the maids, and run
+the whole place. All you have to do is just to wear out your chair in
+the consulting-room. I'll let you have pocket-money and everything. Then
+you hand over to me three quarters of what you earn, and you keep the
+other quarter for yourself.'
+
+"This was the strange proposal, Mr. Holmes, with which the man
+Blessington approached me. I won't weary you with the account of how
+we bargained and negotiated. It ended in my moving into the house next
+Lady-day, and starting in practice on very much the same conditions as
+he had suggested. He came himself to live with me in the character of a
+resident patient. His heart was weak, it appears, and he needed constant
+medical supervision. He turned the two best rooms of the first floor
+into a sitting-room and bedroom for himself. He was a man of singular
+habits, shunning company and very seldom going out. His life was
+irregular, but in one respect he was regularity itself. Every evening,
+at the same hour, he walked into the consulting-room, examined the
+books, put down five and three-pence for every guinea that I had earned,
+and carried the rest off to the strong-box in his own room.
+
+"I may say with confidence that he never had occasion to regret his
+speculation. From the first it was a success. A few good cases and the
+reputation which I had won in the hospital brought me rapidly to the
+front, and during the last few years I have made him a rich man.
+
+"So much, Mr. Holmes, for my past history and my relations with Mr.
+Blessington. It only remains for me now to tell you what has occurred to
+bring me here to-night.
+
+"Some weeks ago Mr. Blessington came down to me in, as it seemed to me,
+a state of considerable agitation. He spoke of some burglary which, he
+said, had been committed in the West End, and he appeared, I remember,
+to be quite unnecessarily excited about it, declaring that a day should
+not pass before we should add stronger bolts to our windows and doors.
+For a week he continued to be in a peculiar state of restlessness,
+peering continually out of the windows, and ceasing to take the short
+walk which had usually been the prelude to his dinner. From his manner
+it struck me that he was in mortal dread of something or somebody, but
+when I questioned him upon the point he became so offensive that I was
+compelled to drop the subject. Gradually, as time passed, his fears
+appeared to die away, and he had renewed his former habits, when a fresh
+event reduced him to the pitiable state of prostration in which he now
+lies.
+
+"What happened was this. Two days ago I received the letter which I now
+read to you. Neither address nor date is attached to it.
+
+"'A Russian nobleman who is now resident in England,' it runs, 'would
+be glad to avail himself of the professional assistance of Dr. Percy
+Trevelyan. He has been for some years a victim to cataleptic attacks, on
+which, as is well known, Dr. Trevelyan is an authority. He proposes to
+call at about quarter past six to-morrow evening, if Dr. Trevelyan will
+make it convenient to be at home.'
+
+"This letter interested me deeply, because the chief difficulty in the
+study of catalepsy is the rareness of the disease. You may believe,
+then, that I was in my consulting-room when, at the appointed hour, the
+page showed in the patient.
+
+"He was an elderly man, thin, demure, and commonplace--by no means the
+conception one forms of a Russian nobleman. I was much more struck by
+the appearance of his companion. This was a tall young man, surprisingly
+handsome, with a dark, fierce face, and the limbs and chest of a
+Hercules. He had his hand under the other's arm as they entered, and
+helped him to a chair with a tenderness which one would hardly have
+expected from his appearance.
+
+"'You will excuse my coming in, doctor,' said he to me, speaking English
+with a slight lisp. 'This is my father, and his health is a matter of
+the most overwhelming importance to me.'
+
+"I was touched by this filial anxiety. 'You would, perhaps, care to
+remain during the consultation?' said I.
+
+"'Not for the world,' he cried with a gesture of horror. 'It is more
+painful to me than I can express. If I were to see my father in one of
+these dreadful seizures I am convinced that I should never survive
+it. My own nervous system is an exceptionally sensitive one. With your
+permission, I will remain in the waiting-room while you go into my
+father's case.'
+
+"To this, of course, I assented, and the young man withdrew. The patient
+and I then plunged into a discussion of his case, of which I took
+exhaustive notes. He was not remarkable for intelligence, and his
+answers were frequently obscure, which I attributed to his limited
+acquaintance with our language. Suddenly, however, as I sat writing,
+he ceased to give any answer at all to my inquiries, and on my turning
+towards him I was shocked to see that he was sitting bolt upright in his
+chair, staring at me with a perfectly blank and rigid face. He was again
+in the grip of his mysterious malady.
+
+"My first feeling, as I have just said, was one of pity and horror.
+My second, I fear, was rather one of professional satisfaction. I made
+notes of my patient's pulse and temperature, tested the rigidity of his
+muscles, and examined his reflexes. There was nothing markedly abnormal
+in any of these conditions, which harmonized with my former experiences.
+I had obtained good results in such cases by the inhalation of nitrite
+of amyl, and the present seemed an admirable opportunity of testing
+its virtues. The bottle was downstairs in my laboratory, so leaving my
+patient seated in his chair, I ran down to get it. There was some little
+delay in finding it--five minutes, let us say--and then I returned.
+Imagine my amazement to find the room empty and the patient gone.
+
+"Of course, my first act was to run into the waiting-room. The son had
+gone also. The hall door had been closed, but not shut. My page who
+admits patients is a new boy and by no means quick. He waits downstairs,
+and runs up to show patients out when I ring the consulting-room bell.
+He had heard nothing, and the affair remained a complete mystery. Mr.
+Blessington came in from his walk shortly afterwards, but I did not say
+anything to him upon the subject, for, to tell the truth, I have got in
+the way of late of holding as little communication with him as possible.
+
+"Well, I never thought that I should see anything more of the Russian
+and his son, so you can imagine my amazement when, at the very same hour
+this evening, they both came marching into my consulting-room, just as
+they had done before.
+
+"'I feel that I owe you a great many apologies for my abrupt departure
+yesterday, doctor,' said my patient.
+
+"'I confess that I was very much surprised at it,' said I.
+
+"'Well, the fact is,' he remarked, 'that when I recover from these
+attacks my mind is always very clouded as to all that has gone before. I
+woke up in a strange room, as it seemed to me, and made my way out into
+the street in a sort of dazed way when you were absent.'
+
+"'And I,' said the son, 'seeing my father pass the door of the
+waiting-room, naturally thought that the consultation had come to an
+end. It was not until we had reached home that I began to realize the
+true state of affairs.'
+
+"'Well,' said I, laughing, 'there is no harm done except that you
+puzzled me terribly; so if you, sir, would kindly step into the
+waiting-room I shall be happy to continue our consultation which was
+brought to so abrupt an ending.'
+
+"'For half an hour or so I discussed that old gentleman's symptoms with
+him, and then, having prescribed for him, I saw him go off upon the arm
+of his son.
+
+"I have told you that Mr. Blessington generally chose this hour of the
+day for his exercise. He came in shortly afterwards and passed upstairs.
+An instant later I heard him running down, and he burst into my
+consulting-room like a man who is mad with panic.
+
+"'Who has been in my room?' he cried.
+
+"'No one,' said I.
+
+"'It's a lie! He yelled. 'Come up and look!'
+
+"I passed over the grossness of his language, as he seemed half out of
+his mind with fear. When I went upstairs with him he pointed to several
+footprints upon the light carpet.
+
+"'D'you mean to say those are mine?' he cried.
+
+"They were certainly very much larger than any which he could have made,
+and were evidently quite fresh. It rained hard this afternoon, as you
+know, and my patients were the only people who called. It must have been
+the case, then, that the man in the waiting-room had, for some unknown
+reason, while I was busy with the other, ascended to the room of my
+resident patient. Nothing had been touched or taken, but there were the
+footprints to prove that the intrusion was an undoubted fact.
+
+"Mr. Blessington seemed more excited over the matter than I should have
+thought possible, though of course it was enough to disturb anybody's
+peace of mind. He actually sat crying in an arm-chair, and I could
+hardly get him to speak coherently. It was his suggestion that I should
+come round to you, and of course I at once saw the propriety of it,
+for certainly the incident is a very singular one, though he appears to
+completely overrate its importance. If you would only come back with me
+in my brougham, you would at least be able to soothe him, though I
+can hardly hope that you will be able to explain this remarkable
+occurrence."
+
+Sherlock Holmes had listened to this long narrative with an intentness
+which showed me that his interest was keenly aroused. His face was as
+impassive as ever, but his lids had drooped more heavily over his eyes,
+and his smoke had curled up more thickly from his pipe to emphasize each
+curious episode in the doctor's tale. As our visitor concluded, Holmes
+sprang up without a word, handed me my hat, picked his own from the
+table, and followed Dr. Trevelyan to the door. Within a quarter of an
+hour we had been dropped at the door of the physician's residence
+in Brook Street, one of those sombre, flat-faced houses which one
+associates with a West-End practice. A small page admitted us, and we
+began at once to ascend the broad, well-carpeted stair.
+
+But a singular interruption brought us to a standstill. The light at
+the top was suddenly whisked out, and from the darkness came a reedy,
+quivering voice.
+
+"I have a pistol," it cried. "I give you my word that I'll fire if you
+come any nearer."
+
+"This really grows outrageous, Mr. Blessington," cried Dr. Trevelyan.
+
+"Oh, then it is you, doctor," said the voice, with a great heave of
+relief. "But those other gentlemen, are they what they pretend to be?"
+
+We were conscious of a long scrutiny out of the darkness.
+
+"Yes, yes, it's all right," said the voice at last. "You can come up,
+and I am sorry if my precautions have annoyed you."
+
+He relit the stair gas as he spoke, and we saw before us a
+singular-looking man, whose appearance, as well as his voice, testified
+to his jangled nerves. He was very fat, but had apparently at some time
+been much fatter, so that the skin hung about his face in loose pouches,
+like the cheeks of a blood-hound. He was of a sickly color, and his
+thin, sandy hair seemed to bristle up with the intensity of his emotion.
+In his hand he held a pistol, but he thrust it into his pocket as we
+advanced.
+
+"Good-evening, Mr. Holmes," said he. "I am sure I am very much obliged
+to you for coming round. No one ever needed your advice more than I do.
+I suppose that Dr. Trevelyan has told you of this most unwarrantable
+intrusion into my rooms."
+
+"Quite so," said Holmes. "Who are these two men Mr. Blessington, and why
+do they wish to molest you?"
+
+"Well, well," said the resident patient, in a nervous fashion, "of
+course it is hard to say that. You can hardly expect me to answer that,
+Mr. Holmes."
+
+"Do you mean that you don't know?"
+
+"Come in here, if you please. Just have the kindness to step in here."
+
+He led the way into his bedroom, which was large and comfortably
+furnished.
+
+"You see that," said he, pointing to a big black box at the end of his
+bed. "I have never been a very rich man, Mr. Holmes--never made but
+one investment in my life, as Dr. Trevelyan would tell you. But I don't
+believe in bankers. I would never trust a banker, Mr. Holmes. Between
+ourselves, what little I have is in that box, so you can understand what
+it means to me when unknown people force themselves into my rooms."
+
+Holmes looked at Blessington in his questioning way and shook his head.
+
+"I cannot possibly advise you if you try to deceive me," said he.
+
+"But I have told you everything."
+
+Holmes turned on his heel with a gesture of disgust. "Good-night, Dr.
+Trevelyan," said he.
+
+"And no advice for me?" cried Blessington, in a breaking voice.
+
+"My advice to you, sir, is to speak the truth."
+
+A minute later we were in the street and walking for home. We had
+crossed Oxford Street and were half way down Harley Street before I
+could get a word from my companion.
+
+"Sorry to bring you out on such a fool's errand, Watson," he said at
+last. "It is an interesting case, too, at the bottom of it."
+
+"I can make little of it," I confessed.
+
+"Well, it is quite evident that there are two men--more, perhaps, but
+at least two--who are determined for some reason to get at this fellow
+Blessington. I have no doubt in my mind that both on the first and on
+the second occasion that young man penetrated to Blessington's room,
+while his confederate, by an ingenious device, kept the doctor from
+interfering."
+
+"And the catalepsy?"
+
+"A fraudulent imitation, Watson, though I should hardly dare to hint as
+much to our specialist. It is a very easy complaint to imitate. I have
+done it myself."
+
+"And then?"
+
+"By the purest chance Blessington was out on each occasion. Their reason
+for choosing so unusual an hour for a consultation was obviously to
+insure that there should be no other patient in the waiting-room. It
+just happened, however, that this hour coincided with Blessington's
+constitutional, which seems to show that they were not very well
+acquainted with his daily routine. Of course, if they had been merely
+after plunder they would at least have made some attempt to search for
+it. Besides, I can read in a man's eye when it is his own skin that he
+is frightened for. It is inconceivable that this fellow could have made
+two such vindictive enemies as these appear to be without knowing of it.
+I hold it, therefore, to be certain that he does know who these men are,
+and that for reasons of his own he suppresses it. It is just possible
+that to-morrow may find him in a more communicative mood."
+
+"Is there not one alternative," I suggested, "grotesquely improbably,
+no doubt, but still just conceivable? Might the whole story of the
+cataleptic Russian and his son be a concoction of Dr. Trevelyan's, who
+has, for his own purposes, been in Blessington's rooms?"
+
+I saw in the gaslight that Holmes wore an amused smile at this brilliant
+departure of mine.
+
+"My dear fellow," said he, "it was one of the first solutions which
+occurred to me, but I was soon able to corroborate the doctor's tale.
+This young man has left prints upon the stair-carpet which made it quite
+superfluous for me to ask to see those which he had made in the room.
+When I tell you that his shoes were square-toed instead of being pointed
+like Blessington's, and were quite an inch and a third longer than the
+doctor's, you will acknowledge that there can be no doubt as to his
+individuality. But we may sleep on it now, for I shall be surprised if
+we do not hear something further from Brook Street in the morning."
+
+
+Sherlock Holmes's prophecy was soon fulfilled, and in a dramatic
+fashion. At half-past seven next morning, in the first glimmer of
+daylight, I found him standing by my bedside in his dressing-gown.
+
+"There's a brougham waiting for us, Watson," said he.
+
+"What's the matter, then?"
+
+"The Brook Street business."
+
+"Any fresh news?"
+
+"Tragic, but ambiguous," said he, pulling up the blind. "Look at this--a
+sheet from a note-book, with 'For God's sake come at once--P. T.,'
+scrawled upon it in pencil. Our friend, the doctor, was hard put to
+it when he wrote this. Come along, my dear fellow, for it's an urgent
+call."
+
+In a quarter of an hour or so we were back at the physician's house. He
+came running out to meet us with a face of horror.
+
+"Oh, such a business!" he cried, with his hands to his temples.
+
+"What then?"
+
+"Blessington has committed suicide!"
+
+Holmes whistled.
+
+"Yes, he hanged himself during the night."
+
+We had entered, and the doctor had preceded us into what was evidently
+his waiting-room.
+
+"I really hardly know what I am doing," he cried. "The police are
+already upstairs. It has shaken me most dreadfully."
+
+"When did you find it out?"
+
+"He has a cup of tea taken in to him early every morning. When the maid
+entered, about seven, there the unfortunate fellow was hanging in the
+middle of the room. He had tied his cord to the hook on which the heavy
+lamp used to hang, and he had jumped off from the top of the very box
+that he showed us yesterday."
+
+Holmes stood for a moment in deep thought.
+
+"With your permission," said he at last, "I should like to go upstairs
+and look into the matter."
+
+We both ascended, followed by the doctor.
+
+It was a dreadful sight which met us as we entered the bedroom door. I
+have spoken of the impression of flabbiness which this man Blessington
+conveyed. As he dangled from the hook it was exaggerated and intensified
+until he was scarce human in his appearance. The neck was drawn out
+like a plucked chicken's, making the rest of him seem the more obese and
+unnatural by the contrast. He was clad only in his long night-dress, and
+his swollen ankles and ungainly feet protruded starkly from beneath it.
+Beside him stood a smart-looking police-inspector, who was taking notes
+in a pocket-book.
+
+"Ah, Mr. Holmes," said he, heartily, as my friend entered, "I am
+delighted to see you."
+
+"Good-morning, Lanner," answered Holmes; "you won't think me an
+intruder, I am sure. Have you heard of the events which led up to this
+affair?"
+
+"Yes, I heard something of them."
+
+"Have you formed any opinion?"
+
+"As far as I can see, the man has been driven out of his senses by
+fright. The bed has been well slept in, you see. There's his impression
+deep enough. It's about five in the morning, you know, that suicides are
+most common. That would be about his time for hanging himself. It seems
+to have been a very deliberate affair."
+
+"I should say that he has been dead about three hours, judging by the
+rigidity of the muscles," said I.
+
+"Noticed anything peculiar about the room?" asked Holmes.
+
+"Found a screw-driver and some screws on the wash-hand stand. Seems to
+have smoked heavily during the night, too. Here are four cigar-ends that
+I picked out of the fireplace."
+
+"Hum!" said Holmes, "have you got his cigar-holder?"
+
+"No, I have seen none."
+
+"His cigar-case, then?"
+
+"Yes, it was in his coat-pocket."
+
+Holmes opened it and smelled the single cigar which it contained.
+
+"Oh, this is an Havana, and these others are cigars of the peculiar sort
+which are imported by the Dutch from their East Indian colonies. They
+are usually wrapped in straw, you know, and are thinner for their length
+than any other brand." He picked up the four ends and examined them with
+his pocket-lens.
+
+"Two of these have been smoked from a holder and two without," said he.
+"Two have been cut by a not very sharp knife, and two have had the ends
+bitten off by a set of excellent teeth. This is no suicide, Mr. Lanner.
+It is a very deeply planned and cold-blooded murder."
+
+"Impossible!" cried the inspector.
+
+"And why?"
+
+"Why should any one murder a man in so clumsy a fashion as by hanging
+him?"
+
+"That is what we have to find out."
+
+"How could they get in?"
+
+"Through the front door."
+
+"It was barred in the morning."
+
+"Then it was barred after them."
+
+"How do you know?"
+
+"I saw their traces. Excuse me a moment, and I may be able to give you
+some further information about it."
+
+He went over to the door, and turning the lock he examined it in his
+methodical way. Then he took out the key, which was on the inside, and
+inspected that also. The bed, the carpet, the chairs the mantelpiece,
+the dead body, and the rope were each in turn examined, until at last he
+professed himself satisfied, and with my aid and that of the inspector
+cut down the wretched object and laid it reverently under a sheet.
+
+"How about this rope?" he asked.
+
+"It is cut off this," said Dr. Trevelyan, drawing a large coil from
+under the bed. "He was morbidly nervous of fire, and always kept this
+beside him, so that he might escape by the window in case the stairs
+were burning."
+
+"That must have saved them trouble," said Holmes, thoughtfully. "Yes,
+the actual facts are very plain, and I shall be surprised if by the
+afternoon I cannot give you the reasons for them as well. I will take
+this photograph of Blessington, which I see upon the mantelpiece, as it
+may help me in my inquiries."
+
+"But you have told us nothing!" cried the doctor.
+
+"Oh, there can be no doubt as to the sequence of events," said Holmes.
+"There were three of them in it: the young man, the old man, and a
+third, to whose identity I have no clue. The first two, I need hardly
+remark, are the same who masqueraded as the Russian count and his son,
+so we can give a very full description of them. They were admitted by
+a confederate inside the house. If I might offer you a word of advice,
+Inspector, it would be to arrest the page, who, as I understand, has
+only recently come into your service, Doctor."
+
+"The young imp cannot be found," said Dr. Trevelyan; "the maid and the
+cook have just been searching for him."
+
+Holmes shrugged his shoulders.
+
+"He has played a not unimportant part in this drama," said he. "The
+three men having ascended the stairs, which they did on tiptoe, the
+elder man first, the younger man second, and the unknown man in the
+rear--"
+
+"My dear Holmes!" I ejaculated.
+
+"Oh, there could be no question as to the superimposing of the
+footmarks. I had the advantage of learning which was which last night.
+They ascended, then, to Mr. Blessington's room, the door of which they
+found to be locked. With the help of a wire, however, they forced round
+the key. Even without the lens you will perceive, by the scratches on
+this ward, where the pressure was applied.
+
+"On entering the room their first proceeding must have been to gag Mr.
+Blessington. He may have been asleep, or he may have been so paralyzed
+with terror as to have been unable to cry out. These walls are thick,
+and it is conceivable that his shriek, if he had time to utter one, was
+unheard.
+
+"Having secured him, it is evident to me that a consultation of some
+sort was held. Probably it was something in the nature of a judicial
+proceeding. It must have lasted for some time, for it was then that
+these cigars were smoked. The older man sat in that wicker chair; it
+was he who used the cigar-holder. The younger man sat over yonder; he
+knocked his ash off against the chest of drawers. The third fellow paced
+up and down. Blessington, I think, sat upright in the bed, but of that I
+cannot be absolutely certain.
+
+"Well, it ended by their taking Blessington and hanging him. The matter
+was so prearranged that it is my belief that they brought with them
+some sort of block or pulley which might serve as a gallows. That
+screw-driver and those screws were, as I conceive, for fixing it up.
+Seeing the hook, however they naturally saved themselves the trouble.
+Having finished their work they made off, and the door was barred behind
+them by their confederate."
+
+We had all listened with the deepest interest to this sketch of the
+night's doings, which Holmes had deduced from signs so subtle and minute
+that, even when he had pointed them out to us, we could scarcely follow
+him in his reasoning. The inspector hurried away on the instant to make
+inquiries about the page, while Holmes and I returned to Baker Street
+for breakfast.
+
+"I'll be back by three," said he, when we had finished our meal. "Both
+the inspector and the doctor will meet me here at that hour, and I hope
+by that time to have cleared up any little obscurity which the case may
+still present."
+
+
+Our visitors arrived at the appointed time, but it was a quarter to
+four before my friend put in an appearance. From his expression as he
+entered, however, I could see that all had gone well with him.
+
+"Any news, Inspector?"
+
+"We have got the boy, sir."
+
+"Excellent, and I have got the men."
+
+"You have got them!" we cried, all three.
+
+"Well, at least I have got their identity. This so-called Blessington
+is, as I expected, well known at headquarters, and so are his
+assailants. Their names are Biddle, Hayward, and Moffat."
+
+"The Worthingdon bank gang," cried the inspector.
+
+"Precisely," said Holmes.
+
+"Then Blessington must have been Sutton."
+
+"Exactly," said Holmes.
+
+"Why, that makes it as clear as crystal," said the inspector.
+
+But Trevelyan and I looked at each other in bewilderment.
+
+"You must surely remember the great Worthingdon bank business," said
+Holmes. "Five men were in it--these four and a fifth called Cartwright.
+Tobin, the care-taker, was murdered, and the thieves got away with seven
+thousand pounds. This was in 1875. They were all five arrested, but the
+evidence against them was by no means conclusive. This Blessington or
+Sutton, who was the worst of the gang, turned informer. On his evidence
+Cartwright was hanged and the other three got fifteen years apiece. When
+they got out the other day, which was some years before their full term,
+they set themselves, as you perceive, to hunt down the traitor and to
+avenge the death of their comrade upon him. Twice they tried to get at
+him and failed; a third time, you see, it came off. Is there anything
+further which I can explain, Dr. Trevelyan?"
+
+"I think you have made it all remarkable clear," said the doctor. "No
+doubt the day on which he was perturbed was the day when he had seen of
+their release in the newspapers."
+
+"Quite so. His talk about a burglary was the merest blind."
+
+"But why could he not tell you this?"
+
+"Well, my dear sir, knowing the vindictive character of his old
+associates, he was trying to hide his own identity from everybody as
+long as he could. His secret was a shameful one, and he could not bring
+himself to divulge it. However, wretch as he was, he was still living
+under the shield of British law, and I have no doubt, Inspector, that
+you will see that, though that shield may fail to guard, the sword of
+justice is still there to avenge."
+
+
+Such were the singular circumstances in connection with the Resident
+Patient and the Brook Street Doctor. From that night nothing has
+been seen of the three murderers by the police, and it is surmised
+at Scotland Yard that they were among the passengers of the ill-fated
+steamer Norah Creina, which was lost some years ago with all hands
+upon the Portuguese coast, some leagues to the north of Oporto. The
+proceedings against the page broke down for want of evidence, and the
+Brook Street Mystery, as it was called, has never until now been fully
+dealt with in any public print.
+
+
+
+
+Adventure IX. The Greek Interpreter
+
+
+During my long and intimate acquaintance with Mr. Sherlock Holmes I had
+never heard him refer to his relations, and hardly ever to his own early
+life. This reticence upon his part had increased the somewhat inhuman
+effect which he produced upon me, until sometimes I found myself
+regarding him as an isolated phenomenon, a brain without a heart, as
+deficient in human sympathy as he was pre-eminent in intelligence. His
+aversion to women and his disinclination to form new friendships were
+both typical of his unemotional character, but not more so than his
+complete suppression of every reference to his own people. I had come to
+believe that he was an orphan with no relatives living, but one day, to
+my very great surprise, he began to talk to me about his brother.
+
+It was after tea on a summer evening, and the conversation, which had
+roamed in a desultory, spasmodic fashion from golf clubs to the causes
+of the change in the obliquity of the ecliptic, came round at last
+to the question of atavism and hereditary aptitudes. The point under
+discussion was, how far any singular gift in an individual was due to
+his ancestry and how far to his own early training.
+
+"In your own case," said I, "from all that you have told me, it seems
+obvious that your faculty of observation and your peculiar facility for
+deduction are due to your own systematic training."
+
+"To some extent," he answered, thoughtfully. "My ancestors were country
+squires, who appear to have led much the same life as is natural to
+their class. But, none the less, my turn that way is in my veins, and
+may have come with my grandmother, who was the sister of Vernet, the
+French artist. Art in the blood is liable to take the strangest forms."
+
+"But how do you know that it is hereditary?"
+
+"Because my brother Mycroft possesses it in a larger degree than I do."
+
+This was news to me indeed. If there were another man with such singular
+powers in England, how was it that neither police nor public had heard
+of him? I put the question, with a hint that it was my companion's
+modesty which made him acknowledge his brother as his superior. Holmes
+laughed at my suggestion.
+
+"My dear Watson," said he, "I cannot agree with those who rank modesty
+among the virtues. To the logician all things should be seen exactly as
+they are, and to underestimate one's self is as much a departure from
+truth as to exaggerate one's own powers. When I say, therefore, that
+Mycroft has better powers of observation than I, you may take it that I
+am speaking the exact and literal truth."
+
+"Is he your junior?"
+
+"Seven years my senior."
+
+"How comes it that he is unknown?"
+
+"Oh, he is very well known in his own circle."
+
+"Where, then?"
+
+"Well, in the Diogenes Club, for example."
+
+I had never heard of the institution, and my face must have proclaimed
+as much, for Sherlock Holmes pulled out his watch.
+
+"The Diogenes Club is the queerest club in London, and Mycroft one of
+the queerest men. He's always there from quarter to five to twenty to
+eight. It's six now, so if you care for a stroll this beautiful evening
+I shall be very happy to introduce you to two curiosities."
+
+Five minutes later we were in the street, walking towards Regent's
+Circus.
+
+"You wonder," said my companion, "why it is that Mycroft does not use
+his powers for detective work. He is incapable of it."
+
+"But I thought you said--"
+
+"I said that he was my superior in observation and deduction. If the
+art of the detective began and ended in reasoning from an arm-chair, my
+brother would be the greatest criminal agent that ever lived. But he has
+no ambition and no energy. He will not even go out of his way to verify
+his own solutions, and would rather be considered wrong than take the
+trouble to prove himself right. Again and again I have taken a problem
+to him, and have received an explanation which has afterwards proved to
+be the correct one. And yet he was absolutely incapable of working out
+the practical points which must be gone into before a case could be laid
+before a judge or jury."
+
+"It is not his profession, then?"
+
+"By no means. What is to me a means of livelihood is to him the merest
+hobby of a dilettante. He has an extraordinary faculty for figures, and
+audits the books in some of the government departments. Mycroft lodges
+in Pall Mall, and he walks round the corner into Whitehall every morning
+and back every evening. From year's end to year's end he takes no other
+exercise, and is seen nowhere else, except only in the Diogenes Club,
+which is just opposite his rooms."
+
+"I cannot recall the name."
+
+"Very likely not. There are many men in London, you know, who, some from
+shyness, some from misanthropy, have no wish for the company of their
+fellows. Yet they are not averse to comfortable chairs and the latest
+periodicals. It is for the convenience of these that the Diogenes Club
+was started, and it now contains the most unsociable and unclubable men
+in town. No member is permitted to take the least notice of any
+other one. Save in the Stranger's Room, no talking is, under any
+circumstances, allowed, and three offences, if brought to the notice of
+the committee, render the talker liable to expulsion. My brother was one
+of the founders, and I have myself found it a very soothing atmosphere."
+
+We had reached Pall Mall as we talked, and were walking down it from the
+St. James's end. Sherlock Holmes stopped at a door some little distance
+from the Carlton, and, cautioning me not to speak, he led the way into
+the hall. Through the glass paneling I caught a glimpse of a large and
+luxurious room, in which a considerable number of men were sitting about
+and reading papers, each in his own little nook. Holmes showed me into a
+small chamber which looked out into Pall Mall, and then, leaving me for
+a minute, he came back with a companion whom I knew could only be his
+brother.
+
+Mycroft Holmes was a much larger and stouter man than Sherlock. His body
+was absolutely corpulent, but his face, though massive, had preserved
+something of the sharpness of expression which was so remarkable in that
+of his brother. His eyes, which were of a peculiarly light, watery gray,
+seemed to always retain that far-away, introspective look which I had
+only observed in Sherlock's when he was exerting his full powers.
+
+"I am glad to meet you, sir," said he, putting out a broad, fat hand
+like the flipper of a seal. "I hear of Sherlock everywhere since you
+became his chronicler. By the way, Sherlock, I expected to see you round
+last week, to consult me over that Manor House case. I thought you might
+be a little out of your depth."
+
+"No, I solved it," said my friend, smiling.
+
+"It was Adams, of course."
+
+"Yes, it was Adams."
+
+"I was sure of it from the first." The two sat down together in the
+bow-window of the club. "To any one who wishes to study mankind this is
+the spot," said Mycroft. "Look at the magnificent types! Look at these
+two men who are coming towards us, for example."
+
+"The billiard-marker and the other?"
+
+"Precisely. What do you make of the other?"
+
+The two men had stopped opposite the window. Some chalk marks over the
+waistcoat pocket were the only signs of billiards which I could see
+in one of them. The other was a very small, dark fellow, with his hat
+pushed back and several packages under his arm.
+
+"An old soldier, I perceive," said Sherlock.
+
+"And very recently discharged," remarked the brother.
+
+"Served in India, I see."
+
+"And a non-commissioned officer."
+
+"Royal Artillery, I fancy," said Sherlock.
+
+"And a widower."
+
+"But with a child."
+
+"Children, my dear boy, children."
+
+"Come," said I, laughing, "this is a little too much."
+
+"Surely," answered Holmes, "it is not hard to say that a man with that
+bearing, expression of authority, and sunbaked skin, is a soldier, is
+more than a private, and is not long from India."
+
+"That he has not left the service long is shown by his still wearing his
+ammunition boots, as they are called," observed Mycroft.
+
+"He had not the cavalry stride, yet he wore his hat on one side, as
+is shown by the lighter skin of that side of his brow. His weight is
+against his being a sapper. He is in the artillery."
+
+"Then, of course, his complete mourning shows that he has lost some one
+very dear. The fact that he is doing his own shopping looks as though
+it were his wife. He has been buying things for children, you perceive.
+There is a rattle, which shows that one of them is very young. The wife
+probably died in childbed. The fact that he has a picture-book under his
+arm shows that there is another child to be thought of."
+
+I began to understand what my friend meant when he said that his brother
+possessed even keener faculties that he did himself. He glanced across
+at me and smiled. Mycroft took snuff from a tortoise-shell box, and
+brushed away the wandering grains from his coat front with a large, red
+silk handkerchief.
+
+"By the way, Sherlock," said he, "I have had something quite after your
+own heart--a most singular problem--submitted to my judgment. I really
+had not the energy to follow it up save in a very incomplete fashion,
+but it gave me a basis for some pleasing speculation. If you would care
+to hear the facts--"
+
+"My dear Mycroft, I should be delighted."
+
+The brother scribbled a note upon a leaf of his pocket-book, and,
+ringing the bell, he handed it to the waiter.
+
+"I have asked Mr. Melas to step across," said he. "He lodges on the
+floor above me, and I have some slight acquaintance with him, which led
+him to come to me in his perplexity. Mr. Melas is a Greek by extraction,
+as I understand, and he is a remarkable linguist. He earns his living
+partly as interpreter in the law courts and partly by acting as guide to
+any wealthy Orientals who may visit the Northumberland Avenue hotels. I
+think I will leave him to tell his very remarkable experience in his own
+fashion."
+
+A few minutes later we were joined by a short, stout man whose olive
+face and coal-black hair proclaimed his Southern origin, though his
+speech was that of an educated Englishman. He shook hands eagerly
+with Sherlock Holmes, and his dark eyes sparkled with pleasure when he
+understood that the specialist was anxious to hear his story.
+
+"I do not believe that the police credit me--on my word, I do not," said
+he in a wailing voice. "Just because they have never heard of it before,
+they think that such a thing cannot be. But I know that I shall never
+be easy in my mind until I know what has become of my poor man with the
+sticking-plaster upon his face."
+
+"I am all attention," said Sherlock Holmes.
+
+"This is Wednesday evening," said Mr. Melas. "Well then, it was Monday
+night--only two days ago, you understand--that all this happened. I am
+an interpreter, as perhaps my neighbor there has told you. I interpret
+all languages--or nearly all--but as I am a Greek by birth and with a
+Grecian name, it is with that particular tongue that I am principally
+associated. For many years I have been the chief Greek interpreter in
+London, and my name is very well known in the hotels.
+
+"It happens not unfrequently that I am sent for at strange hours by
+foreigners who get into difficulties, or by travelers who arrive late
+and wish my services. I was not surprised, therefore, on Monday night
+when a Mr. Latimer, a very fashionably dressed young man, came up to my
+rooms and asked me to accompany him in a cab which was waiting at the
+door. A Greek friend had come to see him upon business, he said, and
+as he could speak nothing but his own tongue, the services of an
+interpreter were indispensable. He gave me to understand that his house
+was some little distance off, in Kensington, and he seemed to be in a
+great hurry, bustling me rapidly into the cab when we had descended to
+the street.
+
+"I say into the cab, but I soon became doubtful as to whether it was not
+a carriage in which I found myself. It was certainly more roomy than
+the ordinary four-wheeled disgrace to London, and the fittings, though
+frayed, were of rich quality. Mr. Latimer seated himself opposite to me
+and we started off through Charing Cross and up the Shaftesbury Avenue.
+We had come out upon Oxford Street and I had ventured some remark as to
+this being a roundabout way to Kensington, when my words were arrested
+by the extraordinary conduct of my companion.
+
+"He began by drawing a most formidable-looking bludgeon loaded with lead
+from his pocket, and switching it backward and forward several times,
+as if to test its weight and strength. Then he placed it without a word
+upon the seat beside him. Having done this, he drew up the windows on
+each side, and I found to my astonishment that they were covered with
+paper so as to prevent my seeing through them.
+
+"'I am sorry to cut off your view, Mr. Melas,' said he. 'The fact is
+that I have no intention that you should see what the place is to which
+we are driving. It might possibly be inconvenient to me if you could
+find your way there again.'
+
+"As you can imagine, I was utterly taken aback by such an address. My
+companion was a powerful, broad-shouldered young fellow, and, apart from
+the weapon, I should not have had the slightest chance in a struggle
+with him.
+
+"'This is very extraordinary conduct, Mr. Latimer,' I stammered. 'You
+must be aware that what you are doing is quite illegal.'
+
+"'It is somewhat of a liberty, no doubt,' said he, 'but we'll make it
+up to you. I must warn you, however, Mr. Melas, that if at any time
+to-night you attempt to raise an alarm or do anything which is against
+my interests, you will find it a very serious thing. I beg you to
+remember that no one knows where you are, and that, whether you are in
+this carriage or in my house, you are equally in my power.'
+
+"His words were quiet, but he had a rasping way of saying them which
+was very menacing. I sat in silence wondering what on earth could be
+his reason for kidnapping me in this extraordinary fashion. Whatever it
+might be, it was perfectly clear that there was no possible use in my
+resisting, and that I could only wait to see what might befall.
+
+"For nearly two hours we drove without my having the least clue as to
+where we were going. Sometimes the rattle of the stones told of a paved
+causeway, and at others our smooth, silent course suggested asphalt;
+but, save by this variation in sound, there was nothing at all which
+could in the remotest way help me to form a guess as to where we were.
+The paper over each window was impenetrable to light, and a blue curtain
+was drawn across the glass work in front. It was a quarter-past seven
+when we left Pall Mall, and my watch showed me that it was ten minutes
+to nine when we at last came to a standstill. My companion let down
+the window, and I caught a glimpse of a low, arched doorway with a lamp
+burning above it. As I was hurried from the carriage it swung open, and
+I found myself inside the house, with a vague impression of a lawn
+and trees on each side of me as I entered. Whether these were private
+grounds, however, or bona-fide country was more than I could possibly
+venture to say.
+
+"There was a colored gas-lamp inside which was turned so low that I
+could see little save that the hall was of some size and hung with
+pictures. In the dim light I could make out that the person who had
+opened the door was a small, mean-looking, middle-aged man with rounded
+shoulders. As he turned towards us the glint of the light showed me that
+he was wearing glasses.
+
+"'Is this Mr. Melas, Harold?' said he.
+
+"'Yes.'
+
+"'Well done, well done! No ill-will, Mr. Melas, I hope, but we could not
+get on without you. If you deal fair with us you'll not regret it,
+but if you try any tricks, God help you!' He spoke in a nervous, jerky
+fashion, and with little giggling laughs in between, but somehow he
+impressed me with fear more than the other.
+
+"'What do you want with me?' I asked.
+
+"'Only to ask a few questions of a Greek gentleman who is visiting us,
+and to let us have the answers. But say no more than you are told to
+say, or--' here came the nervous giggle again--'you had better never
+have been born.'
+
+"As he spoke he opened a door and showed the way into a room which
+appeared to be very richly furnished, but again the only light was
+afforded by a single lamp half-turned down. The chamber was certainly
+large, and the way in which my feet sank into the carpet as I stepped
+across it told me of its richness. I caught glimpses of velvet chairs, a
+high white marble mantel-piece, and what seemed to be a suit of Japanese
+armor at one side of it. There was a chair just under the lamp, and the
+elderly man motioned that I should sit in it. The younger had left
+us, but he suddenly returned through another door, leading with him
+a gentleman clad in some sort of loose dressing-gown who moved slowly
+towards us. As he came into the circle of dim light which enables me to
+see him more clearly I was thrilled with horror at his appearance. He
+was deadly pale and terribly emaciated, with the protruding, brilliant
+eyes of a man whose spirit was greater than his strength. But what
+shocked me more than any signs of physical weakness was that his face
+was grotesquely criss-crossed with sticking-plaster, and that one large
+pad of it was fastened over his mouth.
+
+"'Have you the slate, Harold?' cried the older man, as this strange
+being fell rather than sat down into a chair. 'Are his hands loose? Now,
+then, give him the pencil. You are to ask the questions, Mr. Melas, and
+he will write the answers. Ask him first of all whether he is prepared
+to sign the papers?'
+
+"The man's eyes flashed fire.
+
+"'Never!' he wrote in Greek upon the slate.
+
+"'On no condition?' I asked, at the bidding of our tyrant.
+
+"'Only if I see her married in my presence by a Greek priest whom I
+know.'
+
+"The man giggled in his venomous way.
+
+"'You know what awaits you, then?'
+
+"'I care nothing for myself.'
+
+"These are samples of the questions and answers which made up our
+strange half-spoken, half-written conversation. Again and again I had to
+ask him whether he would give in and sign the documents. Again and again
+I had the same indignant reply. But soon a happy thought came to me. I
+took to adding on little sentences of my own to each question, innocent
+ones at first, to test whether either of our companions knew anything
+of the matter, and then, as I found that they showed no signs I played a
+more dangerous game. Our conversation ran something like this:
+
+"'You can do no good by this obstinacy. Who are you?'
+
+"'I care not. I am a stranger in London.'
+
+"'Your fate will be upon your own head. How long have you been here?'
+
+"'Let it be so. Three weeks.'
+
+"'The property can never be yours. What ails you?'
+
+"'It shall not go to villains. They are starving me.'
+
+"'You shall go free if you sign. What house is this?'
+
+"'I will never sign. I do not know.'
+
+"'You are not doing her any service. What is your name?'
+
+"'Let me hear her say so. Kratides.'
+
+"'You shall see her if you sign. Where are you from?'
+
+"'Then I shall never see her. Athens.'
+
+"Another five minutes, Mr. Holmes, and I should have wormed out the
+whole story under their very noses. My very next question might have
+cleared the matter up, but at that instant the door opened and a woman
+stepped into the room. I could not see her clearly enough to know more
+than that she was tall and graceful, with black hair, and clad in some
+sort of loose white gown.
+
+"'Harold,' said she, speaking English with a broken accent. 'I could not
+stay away longer. It is so lonely up there with only--Oh, my God, it is
+Paul!'
+
+"These last words were in Greek, and at the same instant the man with
+a convulsive effort tore the plaster from his lips, and screaming out
+'Sophy! Sophy!' rushed into the woman's arms. Their embrace was but for
+an instant, however, for the younger man seized the woman and pushed
+her out of the room, while the elder easily overpowered his emaciated
+victim, and dragged him away through the other door. For a moment I was
+left alone in the room, and I sprang to my feet with some vague idea
+that I might in some way get a clue to what this house was in which I
+found myself. Fortunately, however, I took no steps, for looking up I
+saw that the older man was standing in the door-way with his eyes fixed
+upon me.
+
+"'That will do, Mr. Melas,' said he. 'You perceive that we have taken
+you into our confidence over some very private business. We should not
+have troubled you, only that our friend who speaks Greek and who began
+these negotiations has been forced to return to the East. It was
+quite necessary for us to find some one to take his place, and we were
+fortunate in hearing of your powers.'
+
+"I bowed.
+
+"'There are five sovereigns here,' said he, walking up to me, 'which
+will, I hope, be a sufficient fee. But remember,' he added, tapping me
+lightly on the chest and giggling, 'if you speak to a human soul about
+this--one human soul, mind--well, may God have mercy upon your soul!"
+
+"I cannot tell you the loathing and horror with which this
+insignificant-looking man inspired me. I could see him better now as the
+lamp-light shone upon him. His features were peaky and sallow, and his
+little pointed beard was thready and ill-nourished. He pushed his face
+forward as he spoke and his lips and eyelids were continually twitching
+like a man with St. Vitus's dance. I could not help thinking that his
+strange, catchy little laugh was also a symptom of some nervous malady.
+The terror of his face lay in his eyes, however, steel gray, and
+glistening coldly with a malignant, inexorable cruelty in their depths.
+
+"'We shall know if you speak of this,' said he. 'We have our own means
+of information. Now you will find the carriage waiting, and my friend
+will see you on your way.'
+
+"I was hurried through the hall and into the vehicle, again obtaining
+that momentary glimpse of trees and a garden. Mr. Latimer followed
+closely at my heels, and took his place opposite to me without a word.
+In silence we again drove for an interminable distance with the windows
+raised, until at last, just after midnight, the carriage pulled up.
+
+"'You will get down here, Mr. Melas,' said my companion. 'I am sorry
+to leave you so far from your house, but there is no alternative. Any
+attempt upon your part to follow the carriage can only end in injury to
+yourself.'
+
+"He opened the door as he spoke, and I had hardly time to spring out
+when the coachman lashed the horse and the carriage rattled away. I
+looked around me in astonishment. I was on some sort of a heathy common
+mottled over with dark clumps of furze-bushes. Far away stretched a
+line of houses, with a light here and there in the upper windows. On the
+other side I saw the red signal-lamps of a railway.
+
+"The carriage which had brought me was already out of sight. I stood
+gazing round and wondering where on earth I might be, when I saw some
+one coming towards me in the darkness. As he came up to me I made out
+that he was a railway porter.
+
+"'Can you tell me what place this is?' I asked.
+
+"'Wandsworth Common,' said he.
+
+"'Can I get a train into town?'
+
+"'If you walk on a mile or so to Clapham Junction,' said he, 'you'll
+just be in time for the last to Victoria.'
+
+"So that was the end of my adventure, Mr. Holmes. I do not know where I
+was, nor whom I spoke with, nor anything save what I have told you. But
+I know that there is foul play going on, and I want to help that unhappy
+man if I can. I told the whole story to Mr. Mycroft Holmes next morning,
+and subsequently to the police."
+
+We all sat in silence for some little time after listening to this
+extraordinary narrative. Then Sherlock looked across at his brother.
+
+"Any steps?" he asked.
+
+Mycroft picked up the Daily News, which was lying on the side-table.
+
+"'Anybody supplying any information to the whereabouts of a Greek
+gentleman named Paul Kratides, from Athens, who is unable to speak
+English, will be rewarded. A similar reward paid to any one giving
+information about a Greek lady whose first name is Sophy. X 2473.' That
+was in all the dailies. No answer."
+
+"How about the Greek Legation?"
+
+"I have inquired. They know nothing."
+
+"A wire to the head of the Athens police, then?"
+
+"Sherlock has all the energy of the family," said Mycroft, turning to
+me. "Well, you take the case up by all means, and let me know if you do
+any good."
+
+"Certainly," answered my friend, rising from his chair. "I'll let you
+know, and Mr. Melas also. In the meantime, Mr. Melas, I should certainly
+be on my guard, if I were you, for of course they must know through
+these advertisements that you have betrayed them."
+
+As we walked home together, Holmes stopped at a telegraph office and
+sent off several wires.
+
+"You see, Watson," he remarked, "our evening has been by no means
+wasted. Some of my most interesting cases have come to me in this way
+through Mycroft. The problem which we have just listened to, although
+it can admit of but one explanation, has still some distinguishing
+features."
+
+"You have hopes of solving it?"
+
+"Well, knowing as much as we do, it will be singular indeed if we fail
+to discover the rest. You must yourself have formed some theory which
+will explain the facts to which we have listened."
+
+"In a vague way, yes."
+
+"What was your idea, then?"
+
+"It seemed to me to be obvious that this Greek girl had been carried off
+by the young Englishman named Harold Latimer."
+
+"Carried off from where?"
+
+"Athens, perhaps."
+
+Sherlock Holmes shook his head. "This young man could not talk a word of
+Greek. The lady could talk English fairly well. Inference--that she had
+been in England some little time, but he had not been in Greece."
+
+"Well, then, we will presume that she had come on a visit to England,
+and that this Harold had persuaded her to fly with him."
+
+"That is more probable."
+
+"Then the brother--for that, I fancy, must be the relationship--comes
+over from Greece to interfere. He imprudently puts himself into the
+power of the young man and his older associate. They seize him and use
+violence towards him in order to make him sign some papers to make over
+the girl's fortune--of which he may be trustee--to them. This he refuses
+to do. In order to negotiate with him they have to get an interpreter,
+and they pitch upon this Mr. Melas, having used some other one before.
+The girl is not told of the arrival of her brother, and finds it out by
+the merest accident."
+
+"Excellent, Watson!" cried Holmes. "I really fancy that you are not far
+from the truth. You see that we hold all the cards, and we have only to
+fear some sudden act of violence on their part. If they give us time we
+must have them."
+
+"But how can we find where this house lies?"
+
+"Well, if our conjecture is correct and the girl's name is or was Sophy
+Kratides, we should have no difficulty in tracing her. That must be our
+main hope, for the brother is, of course, a complete stranger. It is
+clear that some time has elapsed since this Harold established these
+relations with the girl--some weeks, at any rate--since the brother in
+Greece has had time to hear of it and come across. If they have been
+living in the same place during this time, it is probable that we shall
+have some answer to Mycroft's advertisement."
+
+We had reached our house in Baker Street while we had been talking.
+Holmes ascended the stair first, and as he opened the door of our room
+he gave a start of surprise. Looking over his shoulder, I was equally
+astonished. His brother Mycroft was sitting smoking in the arm-chair.
+
+"Come in, Sherlock! Come in, sir," said he blandly, smiling at our
+surprised faces. "You don't expect such energy from me, do you,
+Sherlock? But somehow this case attracts me."
+
+"How did you get here?"
+
+"I passed you in a hansom."
+
+"There has been some new development?"
+
+"I had an answer to my advertisement."
+
+"Ah!"
+
+"Yes, it came within a few minutes of your leaving."
+
+"And to what effect?"
+
+Mycroft Holmes took out a sheet of paper.
+
+"Here it is," said he, "written with a J pen on royal cream paper by a
+middle-aged man with a weak constitution. 'Sir,' he says, 'in answer to
+your advertisement of to-day's date, I beg to inform you that I know the
+young lady in question very well. If you should care to call upon me I
+could give you some particulars as to her painful history. She is living
+at present at The Myrtles, Beckenham. Yours faithfully, J. Davenport.'
+
+"He writes from Lower Brixton," said Mycroft Holmes. "Do you not think
+that we might drive to him now, Sherlock, and learn these particulars?"
+
+"My dear Mycroft, the brother's life is more valuable than the sister's
+story. I think we should call at Scotland Yard for Inspector Gregson,
+and go straight out to Beckenham. We know that a man is being done to
+death, and every hour may be vital."
+
+"Better pick up Mr. Melas on our way," I suggested. "We may need an
+interpreter."
+
+"Excellent," said Sherlock Holmes. "Send the boy for a four-wheeler, and
+we shall be off at once." He opened the table-drawer as he spoke, and I
+noticed that he slipped his revolver into his pocket. "Yes," said he, in
+answer to my glance; "I should say from what we have heard, that we are
+dealing with a particularly dangerous gang."
+
+It was almost dark before we found ourselves in Pall Mall, at the rooms
+of Mr. Melas. A gentleman had just called for him, and he was gone.
+
+"Can you tell me where?" asked Mycroft Holmes.
+
+"I don't know, sir," answered the woman who had opened the door; "I only
+know that he drove away with the gentleman in a carriage."
+
+"Did the gentleman give a name?"
+
+"No, sir."
+
+"He wasn't a tall, handsome, dark young man?"
+
+"Oh, no, sir. He was a little gentleman, with glasses, thin in the face,
+but very pleasant in his ways, for he was laughing all the time that he
+was talking."
+
+"Come along!" cried Sherlock Holmes, abruptly. "This grows serious,"
+he observed, as we drove to Scotland Yard. "These men have got hold of
+Melas again. He is a man of no physical courage, as they are well
+aware from their experience the other night. This villain was able to
+terrorize him the instant that he got into his presence. No doubt
+they want his professional services, but, having used him, they may be
+inclined to punish him for what they will regard as his treachery."
+
+Our hope was that, by taking train, we might get to Beckenham as soon
+or sooner than the carriage. On reaching Scotland Yard, however, it was
+more than an hour before we could get Inspector Gregson and comply with
+the legal formalities which would enable us to enter the house. It was a
+quarter to ten before we reached London Bridge, and half past before the
+four of us alighted on the Beckenham platform. A drive of half a mile
+brought us to The Myrtles--a large, dark house standing back from the
+road in its own grounds. Here we dismissed our cab, and made our way up
+the drive together.
+
+"The windows are all dark," remarked the inspector. "The house seems
+deserted."
+
+"Our birds are flown and the nest empty," said Holmes.
+
+"Why do you say so?"
+
+"A carriage heavily loaded with luggage has passed out during the last
+hour."
+
+The inspector laughed. "I saw the wheel-tracks in the light of the
+gate-lamp, but where does the luggage come in?"
+
+"You may have observed the same wheel-tracks going the other way. But
+the outward-bound ones were very much deeper--so much so that we can
+say for a certainty that there was a very considerable weight on the
+carriage."
+
+"You get a trifle beyond me there," said the inspector, shrugging his
+shoulder. "It will not be an easy door to force, but we will try if we
+cannot make some one hear us."
+
+He hammered loudly at the knocker and pulled at the bell, but without
+any success. Holmes had slipped away, but he came back in a few minutes.
+
+"I have a window open," said he.
+
+"It is a mercy that you are on the side of the force, and not against
+it, Mr. Holmes," remarked the inspector, as he noted the clever way in
+which my friend had forced back the catch. "Well, I think that under the
+circumstances we may enter without an invitation."
+
+One after the other we made our way into a large apartment, which was
+evidently that in which Mr. Melas had found himself. The inspector
+had lit his lantern, and by its light we could see the two doors, the
+curtain, the lamp, and the suit of Japanese mail as he had described
+them. On the table lay two glasses, and empty brandy-bottle, and the
+remains of a meal.
+
+"What is that?" asked Holmes, suddenly.
+
+We all stood still and listened. A low moaning sound was coming from
+somewhere over our heads. Holmes rushed to the door and out into the
+hall. The dismal noise came from upstairs. He dashed up, the inspector
+and I at his heels, while his brother Mycroft followed as quickly as his
+great bulk would permit.
+
+Three doors faced up upon the second floor, and it was from the central
+of these that the sinister sounds were issuing, sinking sometimes into a
+dull mumble and rising again into a shrill whine. It was locked, but the
+key had been left on the outside. Holmes flung open the door and rushed
+in, but he was out again in an instant, with his hand to his throat.
+
+"It's charcoal," he cried. "Give it time. It will clear."
+
+Peering in, we could see that the only light in the room came from a
+dull blue flame which flickered from a small brass tripod in the centre.
+It threw a livid, unnatural circle upon the floor, while in the shadows
+beyond we saw the vague loom of two figures which crouched against the
+wall. From the open door there reeked a horrible poisonous exhalation
+which set us gasping and coughing. Holmes rushed to the top of the
+stairs to draw in the fresh air, and then, dashing into the room, he
+threw up the window and hurled the brazen tripod out into the garden.
+
+"We can enter in a minute," he gasped, darting out again. "Where is a
+candle? I doubt if we could strike a match in that atmosphere. Hold the
+light at the door and we shall get them out, Mycroft, now!"
+
+With a rush we got to the poisoned men and dragged them out into the
+well-lit hall. Both of them were blue-lipped and insensible, with
+swollen, congested faces and protruding eyes. Indeed, so distorted were
+their features that, save for his black beard and stout figure, we might
+have failed to recognize in one of them the Greek interpreter who had
+parted from us only a few hours before at the Diogenes Club. His hands
+and feet were securely strapped together, and he bore over one eye
+the marks of a violent blow. The other, who was secured in a similar
+fashion, was a tall man in the last stage of emaciation, with several
+strips of sticking-plaster arranged in a grotesque pattern over his
+face. He had ceased to moan as we laid him down, and a glance showed
+me that for him at least our aid had come too late. Mr. Melas, however,
+still lived, and in less than an hour, with the aid of ammonia and
+brandy I had the satisfaction of seeing him open his eyes, and of
+knowing that my hand had drawn him back from that dark valley in which
+all paths meet.
+
+It was a simple story which he had to tell, and one which did but
+confirm our own deductions. His visitor, on entering his rooms, had
+drawn a life-preserver from his sleeve, and had so impressed him with
+the fear of instant and inevitable death that he had kidnapped him for
+the second time. Indeed, it was almost mesmeric, the effect which this
+giggling ruffian had produced upon the unfortunate linguist, for he
+could not speak of him save with trembling hands and a blanched cheek.
+He had been taken swiftly to Beckenham, and had acted as interpreter in
+a second interview, even more dramatic than the first, in which the two
+Englishmen had menaced their prisoner with instant death if he did not
+comply with their demands. Finally, finding him proof against every
+threat, they had hurled him back into his prison, and after
+reproaching Melas with his treachery, which appeared from the newspaper
+advertisement, they had stunned him with a blow from a stick, and he
+remembered nothing more until he found us bending over him.
+
+And this was the singular case of the Grecian Interpreter, the
+explanation of which is still involved in some mystery. We were able
+to find out, by communicating with the gentleman who had answered the
+advertisement, that the unfortunate young lady came of a wealthy Grecian
+family, and that she had been on a visit to some friends in England.
+While there she had met a young man named Harold Latimer, who had
+acquired an ascendancy over he and had eventually persuaded her to fly
+with him. Her friends, shocked at the event, had contented themselves
+with informing her brother at Athens, and had then washed their hands
+of the matter. The brother, on his arrival in England, had imprudently
+placed himself in the power of Latimer and of his associate, whose name
+was Wilson Kemp--a man of the foulest antecedents. These two, finding
+that through his ignorance of the language he was helpless in their
+hands, had kept him a prisoner, and had endeavored by cruelty and
+starvation to make him sign away his own and his sister's property. They
+had kept him in the house without the girl's knowledge, and the plaster
+over the face had been for the purpose of making recognition difficult
+in case she should ever catch a glimpse of him. Her feminine perception,
+however, had instantly seen through the disguise when, on the occasion
+of the interpreter's visit, she had seen him for the first time. The
+poor girl, however, was herself a prisoner, for there was no one about
+the house except the man who acted as coachman, and his wife, both of
+whom were tools of the conspirators. Finding that their secret was out,
+and that their prisoner was not to be coerced, the two villains with the
+girl had fled away at a few hours' notice from the furnished house which
+they had hired, having first, as they thought, taken vengeance both upon
+the man who had defied and the one who had betrayed them.
+
+Months afterwards a curious newspaper cutting reached us from
+Buda-Pesth. It told how two Englishmen who had been traveling with a
+woman had met with a tragic end. They had each been stabbed, it seems,
+and the Hungarian police were of opinion that they had quarreled and had
+inflicted mortal injuries upon each other. Holmes, however, is, I fancy,
+of a different way of thinking, and holds to this day that, if one could
+find the Grecian girl, one might learn how the wrongs of herself and her
+brother came to be avenged.
+
+
+
+
+Adventure X. The Naval Treaty
+
+
+The July which immediately succeeded my marriage was made memorable
+by three cases of interest, in which I had the privilege of being
+associated with Sherlock Holmes and of studying his methods. I find them
+recorded in my notes under the headings of "The Adventure of the Second
+Stain," "The Adventure of the Naval Treaty," and "The Adventure of the
+Tired Captain." The first of these, however, deals with interest of such
+importance and implicates so many of the first families in the kingdom
+that for many years it will be impossible to make it public. No case,
+however, in which Holmes was engaged has ever illustrated the value
+of his analytical methods so clearly or has impressed those who were
+associated with him so deeply. I still retain an almost verbatim report
+of the interview in which he demonstrated the true facts of the case
+to Monsieur Dubugue of the Paris police, and Fritz von Waldbaum, the
+well-known specialist of Dantzig, both of whom had wasted their energies
+upon what proved to be side-issues. The new century will have come,
+however, before the story can be safely told. Meanwhile I pass on to
+the second on my list, which promised also at one time to be of national
+importance, and was marked by several incidents which give it a quite
+unique character.
+
+During my school-days I had been intimately associated with a lad named
+Percy Phelps, who was of much the same age as myself, though he was two
+classes ahead of me. He was a very brilliant boy, and carried away every
+prize which the school had to offer, finished his exploits by winning
+a scholarship which sent him on to continue his triumphant career at
+Cambridge. He was, I remember, extremely well connected, and even when
+we were all little boys together we knew that his mother's brother
+was Lord Holdhurst, the great conservative politician. This gaudy
+relationship did him little good at school. On the contrary, it seemed
+rather a piquant thing to us to chevy him about the playground and hit
+him over the shins with a wicket. But it was another thing when he
+came out into the world. I heard vaguely that his abilities and the
+influences which he commanded had won him a good position at the Foreign
+Office, and then he passed completely out of my mind until the following
+letter recalled his existence:
+
+
+Briarbrae, Woking. My dear Watson,--I have no doubt that you can
+remember "Tadpole" Phelps, who was in the fifth form when you were in
+the third. It is possible even that you may have heard that through my
+uncle's influence I obtained a good appointment at the Foreign Office,
+and that I was in a situation of trust and honor until a horrible
+misfortune came suddenly to blast my career.
+
+There is no use writing of the details of that dreadful event. In the
+event of your acceding to my request it is probably that I shall have
+to narrate them to you. I have only just recovered from nine weeks of
+brain-fever, and am still exceedingly weak. Do you think that you could
+bring your friend Mr. Holmes down to see me? I should like to have his
+opinion of the case, though the authorities assure me that nothing more
+can be done. Do try to bring him down, and as soon as possible. Every
+minute seems an hour while I live in this state of horrible suspense.
+Assure him that if I have not asked his advice sooner it was not because
+I did not appreciate his talents, but because I have been off my head
+ever since the blow fell. Now I am clear again, though I dare not think
+of it too much for fear of a relapse. I am still so weak that I have to
+write, as you see, by dictating. Do try to bring him.
+
+Your old school-fellow,
+
+Percy Phelps.
+
+
+There was something that touched me as I read this letter, something
+pitiable in the reiterated appeals to bring Holmes. So moved was I
+that even had it been a difficult matter I should have tried it, but
+of course I knew well that Holmes loved his art, so that he was ever
+as ready to bring his aid as his client could be to receive it. My wife
+agreed with me that not a moment should be lost in laying the matter
+before him, and so within an hour of breakfast-time I found myself back
+once more in the old rooms in Baker Street.
+
+Holmes was seated at his side-table clad in his dressing-gown, and
+working hard over a chemical investigation. A large curved retort
+was boiling furiously in the bluish flame of a Bunsen burner, and the
+distilled drops were condensing into a two-litre measure. My friend
+hardly glanced up as I entered, and I, seeing that his investigation
+must be of importance, seated myself in an arm-chair and waited. He
+dipped into this bottle or that, drawing out a few drops of each with
+his glass pipette, and finally brought a test-tube containing a solution
+over to the table. In his right hand he held a slip of litmus-paper.
+
+"You come at a crisis, Watson," said he. "If this paper remains blue,
+all is well. If it turns red, it means a man's life." He dipped it into
+the test-tube and it flushed at once into a dull, dirty crimson. "Hum!
+I thought as much!" he cried. "I will be at your service in an instant,
+Watson. You will find tobacco in the Persian slipper." He turned to his
+desk and scribbled off several telegrams, which were handed over to the
+page-boy. Then he threw himself down into the chair opposite, and drew
+up his knees until his fingers clasped round his long, thin shins.
+
+"A very commonplace little murder," said he. "You've got something
+better, I fancy. You are the stormy petrel of crime, Watson. What is
+it?"
+
+I handed him the letter, which he read with the most concentrated
+attention.
+
+"It does not tell us very much, does it?" he remarked, as he handed it
+back to me.
+
+"Hardly anything."
+
+"And yet the writing is of interest."
+
+"But the writing is not his own."
+
+"Precisely. It is a woman's."
+
+"A man's surely," I cried.
+
+"No, a woman's, and a woman of rare character. You see, at the
+commencement of an investigation it is something to know that your
+client is in close contact with some one who, for good or evil, has an
+exceptional nature. My interest is already awakened in the case. If you
+are ready we will start at once for Woking, and see this diplomatist who
+is in such evil case, and the lady to whom he dictates his letters."
+
+We were fortunate enough to catch an early train at Waterloo, and in
+a little under an hour we found ourselves among the fir-woods and
+the heather of Woking. Briarbrae proved to be a large detached house
+standing in extensive grounds within a few minutes' walk of the station.
+On sending in our cards we were shown into an elegantly appointed
+drawing-room, where we were joined in a few minutes by a rather stout
+man who received us with much hospitality. His age may have been nearer
+forty than thirty, but his cheeks were so ruddy and his eyes so merry
+that he still conveyed the impression of a plump and mischievous boy.
+
+"I am so glad that you have come," said he, shaking our hands with
+effusion. "Percy has been inquiring for you all morning. Ah, poor old
+chap, he clings to any straw! His father and his mother asked me to see
+you, for the mere mention of the subject is very painful to them."
+
+"We have had no details yet," observed Holmes. "I perceive that you are
+not yourself a member of the family."
+
+Our acquaintance looked surprised, and then, glancing down, he began to
+laugh.
+
+"Of course you saw the J H monogram on my locket," said he. "For a
+moment I thought you had done something clever. Joseph Harrison is my
+name, and as Percy is to marry my sister Annie I shall at least be a
+relation by marriage. You will find my sister in his room, for she has
+nursed him hand-and-foot this two months back. Perhaps we'd better go in
+at once, for I know how impatient he is."
+
+The chamber in which we were shown was on the same floor as the
+drawing-room. It was furnished partly as a sitting and partly as a
+bedroom, with flowers arranged daintily in every nook and corner. A
+young man, very pale and worn, was lying upon a sofa near the open
+window, through which came the rich scent of the garden and the balmy
+summer air. A woman was sitting beside him, who rose as we entered.
+
+"Shall I leave, Percy?" she asked.
+
+He clutched her hand to detain her. "How are you, Watson?" said he,
+cordially. "I should never have known you under that moustache, and I
+dare say you would not be prepared to swear to me. This I presume is
+your celebrated friend, Mr. Sherlock Holmes?"
+
+I introduced him in a few words, and we both sat down. The stout young
+man had left us, but his sister still remained with her hand in that of
+the invalid. She was a striking-looking woman, a little short and
+thick for symmetry, but with a beautiful olive complexion, large, dark,
+Italian eyes, and a wealth of deep black hair. Her rich tints made the
+white face of her companion the more worn and haggard by the contrast.
+
+"I won't waste your time," said he, raising himself upon the sofa.
+"I'll plunge into the matter without further preamble. I was a happy
+and successful man, Mr. Holmes, and on the eve of being married, when a
+sudden and dreadful misfortune wrecked all my prospects in life.
+
+"I was, as Watson may have told you, in the Foreign Office, and
+through the influences of my uncle, Lord Holdhurst, I rose rapidly to
+a responsible position. When my uncle became foreign minister in this
+administration he gave me several missions of trust, and as I always
+brought them to a successful conclusion, he came at last to have the
+utmost confidence in my ability and tact.
+
+"Nearly ten weeks ago--to be more accurate, on the 23d of May--he called
+me into his private room, and, after complimenting me on the good work
+which I had done, he informed me that he had a new commission of trust
+for me to execute.
+
+"'This,' said he, taking a gray roll of paper from his bureau, 'is the
+original of that secret treaty between England and Italy of which, I
+regret to say, some rumors have already got into the public press. It is
+of enormous importance that nothing further should leak out. The French
+or the Russian embassy would pay an immense sum to learn the contents
+of these papers. They should not leave my bureau were it not that it
+is absolutely necessary to have them copied. You have a desk in your
+office?"
+
+"'Yes, sir.'
+
+"'Then take the treaty and lock it up there. I shall give directions
+that you may remain behind when the others go, so that you may copy
+it at your leisure without fear of being overlooked. When you have
+finished, relock both the original and the draft in the desk, and hand
+them over to me personally to-morrow morning.'
+
+"I took the papers and--"
+
+"Excuse me an instant," said Holmes. "Were you alone during this
+conversation?"
+
+"Absolutely."
+
+"In a large room?"
+
+"Thirty feet each way."
+
+"In the centre?"
+
+"Yes, about it."
+
+"And speaking low?"
+
+"My uncle's voice is always remarkably low. I hardly spoke at all."
+
+"Thank you," said Holmes, shutting his eyes; "pray go on."
+
+"I did exactly what he indicated, and waited until the other clerks had
+departed. One of them in my room, Charles Gorot, had some arrears
+of work to make up, so I left him there and went out to dine. When I
+returned he was gone. I was anxious to hurry my work, for I knew that
+Joseph--the Mr. Harrison whom you saw just now--was in town, and that he
+would travel down to Woking by the eleven-o'clock train, and I wanted if
+possible to catch it.
+
+"When I came to examine the treaty I saw at once that it was of such
+importance that my uncle had been guilty of no exaggeration in what
+he had said. Without going into details, I may say that it defined the
+position of Great Britain towards the Triple Alliance, and fore-shadowed
+the policy which this country would pursue in the event of the
+French fleet gaining a complete ascendancy over that of Italy in the
+Mediterranean. The questions treated in it were purely naval. At the end
+were the signatures of the high dignitaries who had signed it. I glanced
+my eyes over it, and then settled down to my task of copying.
+
+"It was a long document, written in the French language, and containing
+twenty-six separate articles. I copied as quickly as I could, but at
+nine o'clock I had only done nine articles, and it seemed hopeless for
+me to attempt to catch my train. I was feeling drowsy and stupid, partly
+from my dinner and also from the effects of a long day's work. A cup of
+coffee would clear my brain. A commissionnaire remains all night in a
+little lodge at the foot of the stairs, and is in the habit of making
+coffee at his spirit-lamp for any of the officials who may be working
+over time. I rang the bell, therefore, to summon him.
+
+"To my surprise, it was a woman who answered the summons, a large,
+coarse-faced, elderly woman, in an apron. She explained that she was the
+commissionnaire's wife, who did the charing, and I gave her the order
+for the coffee.
+
+"I wrote two more articles and then, feeling more drowsy than ever, I
+rose and walked up and down the room to stretch my legs. My coffee had
+not yet come, and I wondered what was the cause of the delay could be.
+Opening the door, I started down the corridor to find out. There was a
+straight passage, dimly lighted, which led from the room in which I
+had been working, and was the only exit from it. It ended in a curving
+staircase, with the commissionnaire's lodge in the passage at the
+bottom. Half way down this staircase is a small landing, with another
+passage running into it at right angles. This second one leads by means
+of a second small stair to a side door, used by servants, and also as
+a short cut by clerks when coming from Charles Street. Here is a rough
+chart of the place."
+
+"Thank you. I think that I quite follow you," said Sherlock Holmes.
+
+"It is of the utmost importance that you should notice this point.
+I went down the stairs and into the hall, where I found the
+commissionnaire fast asleep in his box, with the kettle boiling
+furiously upon the spirit-lamp. I took off the kettle and blew out the
+lamp, for the water was spurting over the floor. Then I put out my hand
+and was about to shake the man, who was still sleeping soundly, when a
+bell over his head rang loudly, and he woke with a start.
+
+"'Mr. Phelps, sir!' said he, looking at me in bewilderment.
+
+"'I came down to see if my coffee was ready.'
+
+"'I was boiling the kettle when I fell asleep, sir.' He looked at me and
+then up at the still quivering bell with an ever-growing astonishment
+upon his face.
+
+"'If you was here, sir, then who rang the bell?' he asked.
+
+"'The bell!' I cried. 'What bell is it?'
+
+"'It's the bell of the room you were working in.'
+
+"A cold hand seemed to close round my heart. Some one, then, was in that
+room where my precious treaty lay upon the table. I ran frantically up
+the stair and along the passage. There was no one in the corridors, Mr.
+Holmes. There was no one in the room. All was exactly as I left it, save
+only that the papers which had been committed to my care had been taken
+from the desk on which they lay. The copy was there, and the original
+was gone."
+
+Holmes sat up in his chair and rubbed his hands. I could see that the
+problem was entirely to his heart. "Pray, what did you do then?" he
+murmured.
+
+"I recognized in an instant that the thief must have come up the stairs
+from the side door. Of course I must have met him if he had come the
+other way."
+
+"You were satisfied that he could not have been concealed in the room
+all the time, or in the corridor which you have just described as dimly
+lighted?"
+
+"It is absolutely impossible. A rat could not conceal himself either in
+the room or the corridor. There is no cover at all."
+
+"Thank you. Pray proceed."
+
+"The commissionnaire, seeing by my pale face that something was to be
+feared, had followed me upstairs. Now we both rushed along the corridor
+and down the steep steps which led to Charles Street. The door at the
+bottom was closed, but unlocked. We flung it open and rushed out. I can
+distinctly remember that as we did so there came three chimes from a
+neighboring clock. It was quarter to ten."
+
+"That is of enormous importance," said Holmes, making a note upon his
+shirt-cuff.
+
+"The night was very dark, and a thin, warm rain was falling. There was
+no one in Charles Street, but a great traffic was going on, as usual, in
+Whitehall, at the extremity. We rushed along the pavement, bare-headed
+as we were, and at the far corner we found a policeman standing.
+
+"'A robbery has been committed,' I gasped. 'A document of immense value
+has been stolen from the Foreign Office. Has any one passed this way?'
+
+"'I have been standing here for a quarter of an hour, sir,' said he;
+'only one person has passed during that time--a woman, tall and elderly,
+with a Paisley shawl.'
+
+"'Ah, that is only my wife,' cried the commissionnaire; 'has no one else
+passed?'
+
+"'No one.'
+
+"'Then it must be the other way that the thief took,' cried the fellow,
+tugging at my sleeve.
+
+"'But I was not satisfied, and the attempts which he made to draw me
+away increased my suspicions.
+
+"'Which way did the woman go?' I cried.
+
+"'I don't know, sir. I noticed her pass, but I had no special reason for
+watching her. She seemed to be in a hurry.'
+
+"'How long ago was it?'
+
+"'Oh, not very many minutes.'
+
+"'Within the last five?'
+
+"'Well, it could not be more than five.'
+
+"'You're only wasting your time, sir, and every minute now is of
+importance,' cried the commissionnaire; 'take my word for it that my old
+woman has nothing to do with it, and come down to the other end of the
+street. Well, if you won't, I will.' And with that he rushed off in the
+other direction.
+
+"But I was after him in an instant and caught him by the sleeve.
+
+"'Where do you live?' said I.
+
+"'16 Ivy Lane, Brixton,' he answered. 'But don't let yourself be drawn
+away upon a false scent, Mr. Phelps. Come to the other end of the street
+and let us see if we can hear of anything.'
+
+"Nothing was to be lost by following his advice. With the policeman we
+both hurried down, but only to find the street full of traffic, many
+people coming and going, but all only too eager to get to a place of
+safety upon so wet a night. There was no lounger who could tell us who
+had passed.
+
+"Then we returned to the office, and searched the stairs and the passage
+without result. The corridor which led to the room was laid down with
+a kind of creamy linoleum which shows an impression very easily. We
+examined it very carefully, but found no outline of any footmark."
+
+"Had it been raining all evening?"
+
+"Since about seven."
+
+"How is it, then, that the woman who came into the room about nine left
+no traces with her muddy boots?"
+
+"I am glad you raised the point. It occurred to me at the time.
+The charwomen are in the habit of taking off their boots at the
+commissionnaire's office, and putting on list slippers."
+
+"That is very clear. There were no marks, then, though the night was a
+wet one? The chain of events is certainly one of extraordinary interest.
+What did you do next?
+
+"We examined the room also. There is no possibility of a secret door,
+and the windows are quite thirty feet from the ground. Both of them
+were fastened on the inside. The carpet prevents any possibility of a
+trap-door, and the ceiling is of the ordinary whitewashed kind. I will
+pledge my life that whoever stole my papers could only have come through
+the door."
+
+"How about the fireplace?"
+
+"They use none. There is a stove. The bell-rope hangs from the wire just
+to the right of my desk. Whoever rang it must have come right up to the
+desk to do it. But why should any criminal wish to ring the bell? It is
+a most insoluble mystery."
+
+"Certainly the incident was unusual. What were your next steps? You
+examined the room, I presume, to see if the intruder had left any
+traces--any cigar-end or dropped glove or hairpin or other trifle?"
+
+"There was nothing of the sort."
+
+"No smell?"
+
+"Well, we never thought of that."
+
+"Ah, a scent of tobacco would have been worth a great deal to us in such
+an investigation."
+
+"I never smoke myself, so I think I should have observed it if there had
+been any smell of tobacco. There was absolutely no clue of any kind. The
+only tangible fact was that the commissionnaire's wife--Mrs. Tangey was
+the name--had hurried out of the place. He could give no explanation
+save that it was about the time when the woman always went home. The
+policeman and I agreed that our best plan would be to seize the woman
+before she could get rid of the papers, presuming that she had them.
+
+"The alarm had reached Scotland Yard by this time, and Mr. Forbes, the
+detective, came round at once and took up the case with a great deal of
+energy. We hired a hansom, and in half an hour we were at the address
+which had been given to us. A young woman opened the door, who proved to
+be Mrs. Tangey's eldest daughter. Her mother had not come back yet, and
+we were shown into the front room to wait.
+
+"About ten minutes later a knock came at the door, and here we made the
+one serious mistake for which I blame myself. Instead of opening the
+door ourselves, we allowed the girl to do so. We heard her say, 'Mother,
+there are two men in the house waiting to see you,' and an instant
+afterwards we heard the patter of feet rushing down the passage. Forbes
+flung open the door, and we both ran into the back room or kitchen, but
+the woman had got there before us. She stared at us with defiant
+eyes, and then, suddenly recognizing me, an expression of absolute
+astonishment came over her face.
+
+"'Why, if it isn't Mr. Phelps, of the office!' she cried.
+
+"'Come, come, who did you think we were when you ran away from us?'
+asked my companion.
+
+"'I thought you were the brokers,' said she, 'we have had some trouble
+with a tradesman.'
+
+"'That's not quite good enough,' answered Forbes. 'We have reason to
+believe that you have taken a paper of importance from the Foreign
+Office, and that you ran in here to dispose of it. You must come back
+with us to Scotland Yard to be searched.'
+
+"It was in vain that she protested and resisted. A four-wheeler was
+brought, and we all three drove back in it. We had first made an
+examination of the kitchen, and especially of the kitchen fire, to see
+whether she might have made away with the papers during the instant that
+she was alone. There were no signs, however, of any ashes or scraps.
+When we reached Scotland Yard she was handed over at once to the female
+searcher. I waited in an agony of suspense until she came back with her
+report. There were no signs of the papers.
+
+"Then for the first time the horror of my situation came in its full
+force. Hitherto I had been acting, and action had numbed thought. I had
+been so confident of regaining the treaty at once that I had not dared
+to think of what would be the consequence if I failed to do so. But
+now there was nothing more to be done, and I had leisure to realize
+my position. It was horrible. Watson there would tell you that I was a
+nervous, sensitive boy at school. It is my nature. I thought of my uncle
+and of his colleagues in the Cabinet, of the shame which I had brought
+upon him, upon myself, upon every one connected with me. What though I
+was the victim of an extraordinary accident? No allowance is made
+for accidents where diplomatic interests are at stake. I was ruined,
+shamefully, hopelessly ruined. I don't know what I did. I fancy I must
+have made a scene. I have a dim recollection of a group of officials who
+crowded round me, endeavoring to soothe me. One of them drove down with
+me to Waterloo, and saw me into the Woking train. I believe that he
+would have come all the way had it not been that Dr. Ferrier, who lives
+near me, was going down by that very train. The doctor most kindly took
+charge of me, and it was well he did so, for I had a fit in the station,
+and before we reached home I was practically a raving maniac.
+
+"You can imagine the state of things here when they were roused from
+their beds by the doctor's ringing and found me in this condition. Poor
+Annie here and my mother were broken-hearted. Dr. Ferrier had just heard
+enough from the detective at the station to be able to give an idea of
+what had happened, and his story did not mend matters. It was evident to
+all that I was in for a long illness, so Joseph was bundled out of this
+cheery bedroom, and it was turned into a sick-room for me. Here I have
+lain, Mr. Holmes, for over nine weeks, unconscious, and raving with
+brain-fever. If it had not been for Miss Harrison here and for the
+doctor's care I should not be speaking to you now. She has nursed me by
+day and a hired nurse has looked after me by night, for in my mad fits
+I was capable of anything. Slowly my reason has cleared, but it is only
+during the last three days that my memory has quite returned. Sometimes
+I wish that it never had. The first thing that I did was to wire to
+Mr. Forbes, who had the case in hand. He came out, and assures me that,
+though everything has been done, no trace of a clue has been discovered.
+The commissionnaire and his wife have been examined in every way without
+any light being thrown upon the matter. The suspicions of the police
+then rested upon young Gorot, who, as you may remember, stayed over time
+in the office that night. His remaining behind and his French name were
+really the only two points which could suggest suspicion; but, as a
+matter of fact, I did not begin work until he had gone, and his people
+are of Huguenot extraction, but as English in sympathy and tradition as
+you and I are. Nothing was found to implicate him in any way, and there
+the matter dropped. I turn to you, Mr. Holmes, as absolutely my last
+hope. If you fail me, then my honor as well as my position are forever
+forfeited."
+
+The invalid sank back upon his cushions, tired out by this long recital,
+while his nurse poured him out a glass of some stimulating medicine.
+Holmes sat silently, with his head thrown back and his eyes closed, in
+an attitude which might seem listless to a stranger, but which I knew
+betokened the most intense self-absorption.
+
+"You statement has been so explicit," said he at last, "that you have
+really left me very few questions to ask. There is one of the very
+utmost importance, however. Did you tell any one that you had this
+special task to perform?"
+
+"No one."
+
+"Not Miss Harrison here, for example?"
+
+"No. I had not been back to Woking between getting the order and
+executing the commission."
+
+"And none of your people had by chance been to see you?"
+
+"None."
+
+"Did any of them know their way about in the office?"
+
+"Oh, yes, all of them had been shown over it."
+
+"Still, of course, if you said nothing to any one about the treaty these
+inquiries are irrelevant."
+
+"I said nothing."
+
+"Do you know anything of the commissionnaire?"
+
+"Nothing except that he is an old soldier."
+
+"What regiment?"
+
+"Oh, I have heard--Coldstream Guards."
+
+"Thank you. I have no doubt I can get details from Forbes. The
+authorities are excellent at amassing facts, though they do not always
+use them to advantage. What a lovely thing a rose is!"
+
+He walked past the couch to the open window, and held up the drooping
+stalk of a moss-rose, looking down at the dainty blend of crimson and
+green. It was a new phase of his character to me, for I had never before
+seen him show any keen interest in natural objects.
+
+"There is nothing in which deduction is so necessary as in religion,"
+said he, leaning with his back against the shutters. "It can be built
+up as an exact science by the reasoner. Our highest assurance of the
+goodness of Providence seems to me to rest in the flowers. All other
+things, our powers our desires, our food, are all really necessary for
+our existence in the first instance. But this rose is an extra. Its
+smell and its color are an embellishment of life, not a condition of it.
+It is only goodness which gives extras, and so I say again that we have
+much to hope from the flowers."
+
+Percy Phelps and his nurse looked at Holmes during this demonstration
+with surprise and a good deal of disappointment written upon their
+faces. He had fallen into a reverie, with the moss-rose between his
+fingers. It had lasted some minutes before the young lady broke in upon
+it.
+
+"Do you see any prospect of solving this mystery, Mr. Holmes?" she
+asked, with a touch of asperity in her voice.
+
+"Oh, the mystery!" he answered, coming back with a start to the
+realities of life. "Well, it would be absurd to deny that the case is
+a very abstruse and complicated one, but I can promise you that I will
+look into the matter and let you know any points which may strike me."
+
+"Do you see any clue?"
+
+"You have furnished me with seven, but, of course, I must test them
+before I can pronounce upon their value."
+
+"You suspect some one?"
+
+"I suspect myself."
+
+"What!"
+
+"Of coming to conclusions too rapidly."
+
+"Then go to London and test your conclusions."
+
+"Your advice is very excellent, Miss Harrison," said Holmes, rising. "I
+think, Watson, we cannot do better. Do not allow yourself to indulge in
+false hopes, Mr. Phelps. The affair is a very tangled one."
+
+"I shall be in a fever until I see you again," cried the diplomatist.
+
+"Well, I'll come out by the same train to-morrow, though it's more than
+likely that my report will be a negative one."
+
+"God bless you for promising to come," cried our client. "It gives me
+fresh life to know that something is being done. By the way, I have had
+a letter from Lord Holdhurst."
+
+"Ha! What did he say?"
+
+"He was cold, but not harsh. I dare say my severe illness prevented
+him from being that. He repeated that the matter was of the utmost
+importance, and added that no steps would be taken about my future--by
+which he means, of course, my dismissal--until my health was restored
+and I had an opportunity of repairing my misfortune."
+
+"Well, that was reasonable and considerate," said Holmes. "Come, Watson,
+for we have a good day's work before us in town."
+
+Mr. Joseph Harrison drove us down to the station, and we were soon
+whirling up in a Portsmouth train. Holmes was sunk in profound thought,
+and hardly opened his mouth until we had passed Clapham Junction.
+
+"It's a very cheery thing to come into London by any of these lines
+which run high, and allow you to look down upon the houses like this."
+
+I thought he was joking, for the view was sordid enough, but he soon
+explained himself.
+
+"Look at those big, isolated clumps of building rising up above the
+slates, like brick islands in a lead-colored sea."
+
+"The board-schools."
+
+"Light-houses, my boy! Beacons of the future! Capsules with hundreds of
+bright little seeds in each, out of which will spring the wise, better
+England of the future. I suppose that man Phelps does not drink?"
+
+"I should not think so."
+
+"Nor should I, but we are bound to take every possibility into account.
+The poor devil has certainly got himself into very deep water, and it's
+a question whether we shall ever be able to get him ashore. What did you
+think of Miss Harrison?"
+
+"A girl of strong character."
+
+"Yes, but she is a good sort, or I am mistaken. She and her brother are
+the only children of an iron-master somewhere up Northumberland way. He
+got engaged to her when traveling last winter, and she came down to
+be introduced to his people, with her brother as escort. Then came
+the smash, and she stayed on to nurse her lover, while brother Joseph,
+finding himself pretty snug, stayed on too. I've been making a few
+independent inquiries, you see. But to-day must be a day of inquiries."
+
+"My practice--" I began.
+
+"Oh, if you find your own cases more interesting than mine--" said
+Holmes, with some asperity.
+
+"I was going to say that my practice could get along very well for a day
+or two, since it is the slackest time in the year."
+
+"Excellent," said he, recovering his good-humor. "Then we'll look into
+this matter together. I think that we should begin by seeing Forbes.
+He can probably tell us all the details we want until we know from what
+side the case is to be approached."
+
+"You said you had a clue?"
+
+"Well, we have several, but we can only test their value by further
+inquiry. The most difficult crime to track is the one which is
+purposeless. Now this is not purposeless. Who is it who profits by it?
+There is the French ambassador, there is the Russian, there is whoever
+might sell it to either of these, and there is Lord Holdhurst."
+
+"Lord Holdhurst!"
+
+"Well, it is just conceivable that a statesman might find himself in
+a position where he was not sorry to have such a document accidentally
+destroyed."
+
+"Not a statesman with the honorable record of Lord Holdhurst?"
+
+"It is a possibility and we cannot afford to disregard it. We shall see
+the noble lord to-day and find out if he can tell us anything. Meanwhile
+I have already set inquiries on foot."
+
+"Already?"
+
+"Yes, I sent wires from Woking station to every evening paper in London.
+This advertisement will appear in each of them."
+
+He handed over a sheet torn from a note-book. On it was scribbled in
+pencil: "L10 reward. The number of the cab which dropped a fare at or
+about the door of the Foreign Office in Charles Street at quarter to ten
+in the evening of May 23d. Apply 221 B, Baker Street."
+
+"You are confident that the thief came in a cab?"
+
+"If not, there is no harm done. But if Mr. Phelps is correct in stating
+that there is no hiding-place either in the room or the corridors, then
+the person must have come from outside. If he came from outside on so
+wet a night, and yet left no trace of damp upon the linoleum, which
+was examined within a few minutes of his passing, then it is exceeding
+probable that he came in a cab. Yes, I think that we may safely deduce a
+cab."
+
+"It sounds plausible."
+
+"That is one of the clues of which I spoke. It may lead us to something.
+And then, of course, there is the bell--which is the most distinctive
+feature of the case. Why should the bell ring? Was it the thief who did
+it out of bravado? Or was it some one who was with the thief who did it
+in order to prevent the crime? Or was it an accident? Or was it--?" He
+sank back into the state of intense and silent thought from which he
+had emerged; but it seemed to me, accustomed as I was to his every mood,
+that some new possibility had dawned suddenly upon him.
+
+It was twenty past three when we reached our terminus, and after a hasty
+luncheon at the buffet we pushed on at once to Scotland Yard. Holmes
+had already wired to Forbes, and we found him waiting to receive us--a
+small, foxy man with a sharp but by no means amiable expression. He
+was decidedly frigid in his manner to us, especially when he heard the
+errand upon which we had come.
+
+"I've heard of your methods before now, Mr. Holmes," said he, tartly.
+"You are ready enough to use all the information that the police can lay
+at your disposal, and then you try to finish the case yourself and bring
+discredit on them."
+
+"On the contrary," said Holmes, "out of my last fifty-three cases my
+name has only appeared in four, and the police have had all the credit
+in forty-nine. I don't blame you for not knowing this, for you are young
+and inexperienced, but if you wish to get on in your new duties you will
+work with me and not against me."
+
+"I'd be very glad of a hint or two," said the detective, changing his
+manner. "I've certainly had no credit from the case so far."
+
+"What steps have you taken?"
+
+"Tangey, the commissionnaire, has been shadowed. He left the Guards with
+a good character and we can find nothing against him. His wife is a bad
+lot, though. I fancy she knows more about this than appears."
+
+"Have you shadowed her?"
+
+"We have set one of our women on to her. Mrs. Tangey drinks, and our
+woman has been with her twice when she was well on, but she could get
+nothing out of her."
+
+"I understand that they have had brokers in the house?"
+
+"Yes, but they were paid off."
+
+"Where did the money come from?"
+
+"That was all right. His pension was due. They have not shown any sign
+of being in funds."
+
+"What explanation did she give of having answered the bell when Mr.
+Phelps rang for the coffee?"
+
+"She said that he husband was very tired and she wished to relieve him."
+
+"Well, certainly that would agree with his being found a little later
+asleep in his chair. There is nothing against them then but the woman's
+character. Did you ask her why she hurried away that night? Her haste
+attracted the attention of the police constable."
+
+"She was later than usual and wanted to get home."
+
+"Did you point out to her that you and Mr. Phelps, who started at least
+twenty minutes after her, got home before her?"
+
+"She explains that by the difference between a 'bus and a hansom."
+
+"Did she make it clear why, on reaching her house, she ran into the back
+kitchen?"
+
+"Because she had the money there with which to pay off the brokers."
+
+"She has at least an answer for everything. Did you ask her whether in
+leaving she met any one or saw any one loitering about Charles Street?"
+
+"She saw no one but the constable."
+
+"Well, you seem to have cross-examined her pretty thoroughly. What else
+have you done?"
+
+"The clerk Gorot has been shadowed all these nine weeks, but without
+result. We can show nothing against him."
+
+"Anything else?"
+
+"Well, we have nothing else to go upon--no evidence of any kind."
+
+"Have you formed a theory about how that bell rang?"
+
+"Well, I must confess that it beats me. It was a cool hand, whoever it
+was, to go and give the alarm like that."
+
+"Yes, it was queer thing to do. Many thanks to you for what you have
+told me. If I can put the man into your hands you shall hear from me.
+Come along, Watson."
+
+"Where are we going to now?" I asked, as we left the office.
+
+"We are now going to interview Lord Holdhurst, the cabinet minister and
+future premier of England."
+
+We were fortunate in finding that Lord Holdhurst was still in his
+chambers in Downing Street, and on Holmes sending in his card we were
+instantly shown up. The statesman received us with that old-fashioned
+courtesy for which he is remarkable, and seated us on the two luxuriant
+lounges on either side of the fireplace. Standing on the rug between us,
+with his slight, tall figure, his sharp features, thoughtful face, and
+curling hair prematurely tinged with gray, he seemed to represent that
+not too common type, a nobleman who is in truth noble.
+
+"Your name is very familiar to me, Mr. Holmes," said he, smiling. "And,
+of course, I cannot pretend to be ignorant of the object of your visit.
+There has only been one occurrence in these offices which could call for
+your attention. In whose interest are you acting, may I ask?"
+
+"In that of Mr. Percy Phelps," answered Holmes.
+
+"Ah, my unfortunate nephew! You can understand that our kinship makes
+it the more impossible for me to screen him in any way. I fear that the
+incident must have a very prejudicial effect upon his career."
+
+"But if the document is found?"
+
+"Ah, that, of course, would be different."
+
+"I had one or two questions which I wished to ask you, Lord Holdhurst."
+
+"I shall be happy to give you any information in my power."
+
+"Was it in this room that you gave your instructions as to the copying
+of the document?"
+
+"It was."
+
+"Then you could hardly have been overheard?"
+
+"It is out of the question."
+
+"Did you ever mention to any one that it was your intention to give any
+one the treaty to be copied?"
+
+"Never."
+
+"You are certain of that?"
+
+"Absolutely."
+
+"Well, since you never said so, and Mr. Phelps never said so, and nobody
+else knew anything of the matter, then the thief's presence in the room
+was purely accidental. He saw his chance and he took it."
+
+The statesman smiled. "You take me out of my province there," said he.
+
+Holmes considered for a moment. "There is another very important
+point which I wish to discuss with you," said he. "You feared, as I
+understand, that very grave results might follow from the details of
+this treaty becoming known."
+
+A shadow passed over the expressive face of the statesman. "Very grave
+results indeed."
+
+"Any have they occurred?"
+
+"Not yet."
+
+"If the treaty had reached, let us say, the French or Russian Foreign
+Office, you would expect to hear of it?"
+
+"I should," said Lord Holdhurst, with a wry face.
+
+"Since nearly ten weeks have elapsed, then, and nothing has been heard,
+it is not unfair to suppose that for some reason the treaty has not
+reached them."
+
+Lord Holdhurst shrugged his shoulders.
+
+"We can hardly suppose, Mr. Holmes, that the thief took the treaty in
+order to frame it and hang it up."
+
+"Perhaps he is waiting for a better price."
+
+"If he waits a little longer he will get no price at all. The treaty
+will cease to be secret in a few months."
+
+"That is most important," said Holmes. "Of course, it is a possible
+supposition that the thief has had a sudden illness--"
+
+"An attack of brain-fever, for example?" asked the statesman, flashing a
+swift glance at him.
+
+"I did not say so," said Holmes, imperturbably. "And now, Lord
+Holdhurst, we have already taken up too much of your valuable time, and
+we shall wish you good-day."
+
+"Every success to your investigation, be the criminal who it may,"
+answered the nobleman, as he bowed us out the door.
+
+"He's a fine fellow," said Holmes, as we came out into Whitehall. "But
+he has a struggle to keep up his position. He is far from rich and has
+many calls. You noticed, of course, that his boots had been resoled.
+Now, Watson, I won't detain you from your legitimate work any longer.
+I shall do nothing more to-day, unless I have an answer to my cab
+advertisement. But I should be extremely obliged to you if you would
+come down with me to Woking to-morrow, by the same train which we took
+yesterday."
+
+
+I met him accordingly next morning and we traveled down to Woking
+together. He had had no answer to his advertisement, he said, and no
+fresh light had been thrown upon the case. He had, when he so willed
+it, the utter immobility of countenance of a red Indian, and I could
+not gather from his appearance whether he was satisfied or not with
+the position of the case. His conversation, I remember, was about the
+Bertillon system of measurements, and he expressed his enthusiastic
+admiration of the French savant.
+
+We found our client still under the charge of his devoted nurse, but
+looking considerably better than before. He rose from the sofa and
+greeted us without difficulty when we entered.
+
+"Any news?" he asked, eagerly.
+
+"My report, as I expected, is a negative one," said Holmes. "I have seen
+Forbes, and I have seen your uncle, and I have set one or two trains of
+inquiry upon foot which may lead to something."
+
+"You have not lost heart, then?"
+
+"By no means."
+
+"God bless you for saying that!" cried Miss Harrison. "If we keep our
+courage and our patience the truth must come out."
+
+"We have more to tell you than you have for us," said Phelps, reseating
+himself upon the couch.
+
+"I hoped you might have something."
+
+"Yes, we have had an adventure during the night, and one which might
+have proved to be a serious one." His expression grew very grave as he
+spoke, and a look of something akin to fear sprang up in his eyes. "Do
+you know," said he, "that I begin to believe that I am the unconscious
+centre of some monstrous conspiracy, and that my life is aimed at as
+well as my honor?"
+
+"Ah!" cried Holmes.
+
+"It sounds incredible, for I have not, as far as I know, an enemy in
+the world. Yet from last night's experience I can come to no other
+conclusion."
+
+"Pray let me hear it."
+
+"You must know that last night was the very first night that I have ever
+slept without a nurse in the room. I was so much better that I thought
+I could dispense with one. I had a night-light burning, however. Well,
+about two in the morning I had sunk into a light sleep when I was
+suddenly aroused by a slight noise. It was like the sound which a mouse
+makes when it is gnawing a plank, and I lay listening to it for some
+time under the impression that it must come from that cause. Then it
+grew louder, and suddenly there came from the window a sharp metallic
+snick. I sat up in amazement. There could be no doubt what the sounds
+were now. The first ones had been caused by some one forcing an
+instrument through the slit between the sashes, and the second by the
+catch being pressed back.
+
+"There was a pause then for about ten minutes, as if the person were
+waiting to see whether the noise had awakened me. Then I heard a gentle
+creaking as the window was very slowly opened. I could stand it no
+longer, for my nerves are not what they used to be. I sprang out of bed
+and flung open the shutters. A man was crouching at the window. I could
+see little of him, for he was gone like a flash. He was wrapped in some
+sort of cloak which came across the lower part of his face. One thing
+only I am sure of, and that is that he had some weapon in his hand. It
+looked to me like a long knife. I distinctly saw the gleam of it as he
+turned to run."
+
+"This is most interesting," said Holmes. "Pray what did you do then?"
+
+"I should have followed him through the open window if I had been
+stronger. As it was, I rang the bell and roused the house. It took me
+some little time, for the bell rings in the kitchen and the servants all
+sleep upstairs. I shouted, however, and that brought Joseph down, and he
+roused the others. Joseph and the groom found marks on the bed outside
+the window, but the weather has been so dry lately that they found it
+hopeless to follow the trail across the grass. There's a place, however,
+on the wooden fence which skirts the road which shows signs, they tell
+me, as if some one had got over, and had snapped the top of the rail in
+doing so. I have said nothing to the local police yet, for I thought I
+had best have your opinion first."
+
+This tale of our client's appeared to have an extraordinary effect upon
+Sherlock Holmes. He rose from his chair and paced about the room in
+uncontrollable excitement.
+
+"Misfortunes never come single," said Phelps, smiling, though it was
+evident that his adventure had somewhat shaken him.
+
+"You have certainly had your share," said Holmes. "Do you think you
+could walk round the house with me?"
+
+"Oh, yes, I should like a little sunshine. Joseph will come, too."
+
+"And I also," said Miss Harrison.
+
+"I am afraid not," said Holmes, shaking his head. "I think I must ask
+you to remain sitting exactly where you are."
+
+The young lady resumed her seat with an air of displeasure. Her brother,
+however, had joined us and we set off all four together. We passed round
+the lawn to the outside of the young diplomatist's window. There were,
+as he had said, marks upon the bed, but they were hopelessly blurred and
+vague. Holmes stopped over them for an instant, and then rose shrugging
+his shoulders.
+
+"I don't think any one could make much of this," said he. "Let us go
+round the house and see why this particular room was chosen by the
+burglar. I should have thought those larger windows of the drawing-room
+and dining-room would have had more attractions for him."
+
+"They are more visible from the road," suggested Mr. Joseph Harrison.
+
+"Ah, yes, of course. There is a door here which he might have attempted.
+What is it for?"
+
+"It is the side entrance for trades-people. Of course it is locked at
+night."
+
+"Have you ever had an alarm like this before?"
+
+"Never," said our client.
+
+"Do you keep plate in the house, or anything to attract burglars?"
+
+"Nothing of value."
+
+Holmes strolled round the house with his hands in his pockets and a
+negligent air which was unusual with him.
+
+"By the way," said he to Joseph Harrison, "you found some place, I
+understand, where the fellow scaled the fence. Let us have a look at
+that!"
+
+The plump young man led us to a spot where the top of one of the wooden
+rails had been cracked. A small fragment of the wood was hanging down.
+Holmes pulled it off and examined it critically.
+
+"Do you think that was done last night? It looks rather old, does it
+not?"
+
+"Well, possibly so."
+
+"There are no marks of any one jumping down upon the other side. No, I
+fancy we shall get no help here. Let us go back to the bedroom and talk
+the matter over."
+
+Percy Phelps was walking very slowly, leaning upon the arm of his future
+brother-in-law. Holmes walked swiftly across the lawn, and we were at
+the open window of the bedroom long before the others came up.
+
+"Miss Harrison," said Holmes, speaking with the utmost intensity of
+manner, "you must stay where you are all day. Let nothing prevent you
+from staying where you are all day. It is of the utmost importance."
+
+"Certainly, if you wish it, Mr. Holmes," said the girl in astonishment.
+
+"When you go to bed lock the door of this room on the outside and keep
+the key. Promise to do this."
+
+"But Percy?"
+
+"He will come to London with us."
+
+"And am I to remain here?"
+
+"It is for his sake. You can serve him. Quick! Promise!"
+
+She gave a quick nod of assent just as the other two came up.
+
+"Why do you sit moping there, Annie?" cried her brother. "Come out into
+the sunshine!"
+
+"No, thank you, Joseph. I have a slight headache and this room is
+deliciously cool and soothing."
+
+"What do you propose now, Mr. Holmes?" asked our client.
+
+"Well, in investigating this minor affair we must not lose sight of our
+main inquiry. It would be a very great help to me if you would come up
+to London with us."
+
+"At once?"
+
+"Well, as soon as you conveniently can. Say in an hour."
+
+"I feel quite strong enough, if I can really be of any help."
+
+"The greatest possible."
+
+"Perhaps you would like me to stay there to-night?"
+
+"I was just going to propose it."
+
+"Then, if my friend of the night comes to revisit me, he will find the
+bird flown. We are all in your hands, Mr. Holmes, and you must tell us
+exactly what you would like done. Perhaps you would prefer that Joseph
+came with us so as to look after me?"
+
+"Oh, no; my friend Watson is a medical man, you know, and he'll look
+after you. We'll have our lunch here, if you will permit us, and then we
+shall all three set off for town together."
+
+It was arranged as he suggested, though Miss Harrison excused herself
+from leaving the bedroom, in accordance with Holmes's suggestion. What
+the object of my friend's manoeuvres was I could not conceive, unless it
+were to keep the lady away from Phelps, who, rejoiced by his
+returning health and by the prospect of action, lunched with us in the
+dining-room. Holmes had a still more startling surprise for us, however,
+for, after accompanying us down to the station and seeing us into
+our carriage, he calmly announced that he had no intention of leaving
+Woking.
+
+"There are one or two small points which I should desire to clear up
+before I go," said he. "Your absence, Mr. Phelps, will in some ways
+rather assist me. Watson, when you reach London you would oblige me by
+driving at once to Baker Street with our friend here, and remaining
+with him until I see you again. It is fortunate that you are old
+school-fellows, as you must have much to talk over. Mr. Phelps can
+have the spare bedroom to-night, and I will be with you in time for
+breakfast, for there is a train which will take me into Waterloo at
+eight."
+
+"But how about our investigation in London?" asked Phelps, ruefully.
+
+"We can do that to-morrow. I think that just at present I can be of more
+immediate use here."
+
+"You might tell them at Briarbrae that I hope to be back to-morrow
+night," cried Phelps, as we began to move from the platform.
+
+"I hardly expect to go back to Briarbrae," answered Holmes, and waved
+his hand to us cheerily as we shot out from the station.
+
+Phelps and I talked it over on our journey, but neither of us could
+devise a satisfactory reason for this new development.
+
+"I suppose he wants to find out some clue as to the burglary last night,
+if a burglar it was. For myself, I don't believe it was an ordinary
+thief."
+
+"What is your own idea, then?"
+
+"Upon my word, you may put it down to my weak nerves or not, but I
+believe there is some deep political intrigue going on around me, and
+that for some reason that passes my understanding my life is aimed at
+by the conspirators. It sounds high-flown and absurd, but consider the
+facts! Why should a thief try to break in at a bedroom window, where
+there could be no hope of any plunder, and why should he come with a
+long knife in his hand?"
+
+"You are sure it was not a house-breaker's jimmy?"
+
+"Oh, no, it was a knife. I saw the flash of the blade quite distinctly."
+
+"But why on earth should you be pursued with such animosity?"
+
+"Ah, that is the question."
+
+"Well, if Holmes takes the same view, that would account for his action,
+would it not? Presuming that your theory is correct, if he can lay his
+hands upon the man who threatened you last night he will have gone a
+long way towards finding who took the naval treaty. It is absurd to
+suppose that you have two enemies, one of whom robs you, while the other
+threatens your life."
+
+"But Holmes said that he was not going to Briarbrae."
+
+"I have known him for some time," said I, "but I never knew him do
+anything yet without a very good reason," and with that our conversation
+drifted off on to other topics.
+
+But it was a weary day for me. Phelps was still weak after his long
+illness, and his misfortune made him querulous and nervous. In vain
+I endeavored to interest him in Afghanistan, in India, in social
+questions, in anything which might take his mind out of the groove.
+He would always come back to his lost treaty, wondering, guessing,
+speculating, as to what Holmes was doing, what steps Lord Holdhurst was
+taking, what news we should have in the morning. As the evening wore on
+his excitement became quite painful.
+
+"You have implicit faith in Holmes?" he asked.
+
+"I have seen him do some remarkable things."
+
+"But he never brought light into anything quite so dark as this?"
+
+"Oh, yes; I have known him solve questions which presented fewer clues
+than yours."
+
+"But not where such large interests are at stake?"
+
+"I don't know that. To my certain knowledge he has acted on behalf of
+three of the reigning houses of Europe in very vital matters."
+
+"But you know him well, Watson. He is such an inscrutable fellow that I
+never quite know what to make of him. Do you think he is hopeful? Do you
+think he expects to make a success of it?"
+
+"He has said nothing."
+
+"That is a bad sign."
+
+"On the contrary, I have noticed that when he is off the trail he
+generally says so. It is when he is on a scent and is not quite
+absolutely sure yet that it is the right one that he is most taciturn.
+Now, my dear fellow, we can't help matters by making ourselves nervous
+about them, so let me implore you to go to bed and so be fresh for
+whatever may await us to-morrow."
+
+I was able at last to persuade my companion to take my advice, though I
+knew from his excited manner that there was not much hope of sleep for
+him. Indeed, his mood was infectious, for I lay tossing half the night
+myself, brooding over this strange problem, and inventing a hundred
+theories, each of which was more impossible than the last. Why had
+Holmes remained at Woking? Why had he asked Miss Harrison to remain
+in the sick-room all day? Why had he been so careful not to inform the
+people at Briarbrae that he intended to remain near them? I cudgelled
+my brains until I fell asleep in the endeavor to find some explanation
+which would cover all these facts.
+
+It was seven o'clock when I awoke, and I set off at once for Phelps's
+room, to find him haggard and spent after a sleepless night. His first
+question was whether Holmes had arrived yet.
+
+"He'll be here when he promised," said I, "and not an instant sooner or
+later."
+
+And my words were true, for shortly after eight a hansom dashed up to
+the door and our friend got out of it. Standing in the window we saw
+that his left hand was swathed in a bandage and that his face was very
+grim and pale. He entered the house, but it was some little time before
+he came upstairs.
+
+"He looks like a beaten man," cried Phelps.
+
+I was forced to confess that he was right. "After all," said I, "the
+clue of the matter lies probably here in town."
+
+Phelps gave a groan.
+
+"I don't know how it is," said he, "but I had hoped for so much from his
+return. But surely his hand was not tied up like that yesterday. What
+can be the matter?"
+
+"You are not wounded, Holmes?" I asked, as my friend entered the room.
+
+"Tut, it is only a scratch through my own clumsiness," he answered,
+nodding his good-mornings to us. "This case of yours, Mr. Phelps, is
+certainly one of the darkest which I have ever investigated."
+
+"I feared that you would find it beyond you."
+
+"It has been a most remarkable experience."
+
+"That bandage tells of adventures," said I. "Won't you tell us what has
+happened?"
+
+"After breakfast, my dear Watson. Remember that I have breathed thirty
+miles of Surrey air this morning. I suppose that there has been no
+answer from my cabman advertisement? Well, well, we cannot expect to
+score every time."
+
+The table was all laid, and just as I was about to ring Mrs. Hudson
+entered with the tea and coffee. A few minutes later she brought in
+three covers, and we all drew up to the table, Holmes ravenous, I
+curious, and Phelps in the gloomiest state of depression.
+
+"Mrs. Hudson has risen to the occasion," said Holmes, uncovering a dish
+of curried chicken. "Her cuisine is a little limited, but she has
+as good an idea of breakfast as a Scotch-woman. What have you here,
+Watson?"
+
+"Ham and eggs," I answered.
+
+"Good! What are you going to take, Mr. Phelps--curried fowl or eggs, or
+will you help yourself?"
+
+"Thank you. I can eat nothing," said Phelps.
+
+"Oh, come! Try the dish before you."
+
+"Thank you, I would really rather not."
+
+"Well, then," said Holmes, with a mischievous twinkle, "I suppose that
+you have no objection to helping me?"
+
+Phelps raised the cover, and as he did so he uttered a scream, and sat
+there staring with a face as white as the plate upon which he looked.
+Across the centre of it was lying a little cylinder of blue-gray paper.
+He caught it up, devoured it with his eyes, and then danced madly about
+the room, pressing it to his bosom and shrieking out in his delight.
+Then he fell back into an arm-chair so limp and exhausted with his own
+emotions that we had to pour brandy down his throat to keep him from
+fainting.
+
+"There! there!" said Holmes, soothing, patting him upon the shoulder.
+"It was too bad to spring it on you like this, but Watson here will tell
+you that I never can resist a touch of the dramatic."
+
+Phelps seized his hand and kissed it. "God bless you!" he cried. "You
+have saved my honor."
+
+"Well, my own was at stake, you know," said Holmes. "I assure you it is
+just as hateful to me to fail in a case as it can be to you to blunder
+over a commission."
+
+Phelps thrust away the precious document into the innermost pocket of
+his coat.
+
+"I have not the heart to interrupt your breakfast any further, and yet I
+am dying to know how you got it and where it was."
+
+Sherlock Holmes swallowed a cup of coffee, and turned his attention to
+the ham and eggs. Then he rose, lit his pipe, and settled himself down
+into his chair.
+
+"I'll tell you what I did first, and how I came to do it afterwards,"
+said he. "After leaving you at the station I went for a charming walk
+through some admirable Surrey scenery to a pretty little village called
+Ripley, where I had my tea at an inn, and took the precaution of filling
+my flask and of putting a paper of sandwiches in my pocket. There I
+remained until evening, when I set off for Woking again, and found
+myself in the high-road outside Briarbrae just after sunset.
+
+"Well, I waited until the road was clear--it is never a very frequented
+one at any time, I fancy--and then I clambered over the fence into the
+grounds."
+
+"Surely the gate was open!" ejaculated Phelps.
+
+"Yes, but I have a peculiar taste in these matters. I chose the place
+where the three fir-trees stand, and behind their screen I got over
+without the least chance of any one in the house being able to see me.
+I crouched down among the bushes on the other side, and crawled from one
+to the other--witness the disreputable state of my trouser knees--until
+I had reached the clump of rhododendrons just opposite to your bedroom
+window. There I squatted down and awaited developments.
+
+"The blind was not down in your room, and I could see Miss Harrison
+sitting there reading by the table. It was quarter-past ten when she
+closed her book, fastened the shutters, and retired.
+
+"I heard her shut the door, and felt quite sure that she had turned the
+key in the lock."
+
+"The key!" ejaculated Phelps.
+
+"Yes; I had given Miss Harrison instructions to lock the door on the
+outside and take the key with her when she went to bed. She carried out
+every one of my injunctions to the letter, and certainly without her
+cooperation you would not have that paper in you coat-pocket. She
+departed then and the lights went out, and I was left squatting in the
+rhododendron-bush.
+
+"The night was fine, but still it was a very weary vigil. Of course it
+has the sort of excitement about it that the sportsman feels when he
+lies beside the water-course and waits for the big game. It was very
+long, though--almost as long, Watson, as when you and I waited in that
+deadly room when we looked into the little problem of the Speckled Band.
+There was a church-clock down at Woking which struck the quarters, and I
+thought more than once that it had stopped. At last however about two
+in the morning, I suddenly heard the gentle sound of a bolt being pushed
+back and the creaking of a key. A moment later the servants' door was
+opened, and Mr. Joseph Harrison stepped out into the moonlight."
+
+"Joseph!" ejaculated Phelps.
+
+"He was bare-headed, but he had a black coat thrown over his shoulder so
+that he could conceal his face in an instant if there were any alarm. He
+walked on tiptoe under the shadow of the wall, and when he reached the
+window he worked a long-bladed knife through the sash and pushed back
+the catch. Then he flung open the window, and putting his knife through
+the crack in the shutters, he thrust the bar up and swung them open.
+
+"From where I lay I had a perfect view of the inside of the room and of
+every one of his movements. He lit the two candles which stood upon the
+mantelpiece, and then he proceeded to turn back the corner of the carpet
+in the neighborhood of the door. Presently he stopped and picked out a
+square piece of board, such as is usually left to enable plumbers to get
+at the joints of the gas-pipes. This one covered, as a matter of
+fact, the T joint which gives off the pipe which supplies the kitchen
+underneath. Out of this hiding-place he drew that little cylinder
+of paper, pushed down the board, rearranged the carpet, blew out the
+candles, and walked straight into my arms as I stood waiting for him
+outside the window.
+
+"Well, he has rather more viciousness than I gave him credit for, has
+Master Joseph. He flew at me with his knife, and I had to grasp him
+twice, and got a cut over the knuckles, before I had the upper hand of
+him. He looked murder out of the only eye he could see with when we had
+finished, but he listened to reason and gave up the papers. Having
+got them I let my man go, but I wired full particulars to Forbes this
+morning. If he is quick enough to catch his bird, well and good. But
+if, as I shrewdly suspect, he finds the nest empty before he gets there,
+why, all the better for the government. I fancy that Lord Holdhurst for
+one, and Mr. Percy Phelps for another, would very much rather that the
+affair never got as far as a police-court.
+
+"My God!" gasped our client. "Do you tell me that during these long ten
+weeks of agony the stolen papers were within the very room with me all
+the time?"
+
+"So it was."
+
+"And Joseph! Joseph a villain and a thief!"
+
+"Hum! I am afraid Joseph's character is a rather deeper and more
+dangerous one than one might judge from his appearance. From what I
+have heard from him this morning, I gather that he has lost heavily in
+dabbling with stocks, and that he is ready to do anything on earth to
+better his fortunes. Being an absolutely selfish man, when a chance
+presented itself he did not allow either his sister's happiness or your
+reputation to hold his hand."
+
+Percy Phelps sank back in his chair. "My head whirls," said he. "Your
+words have dazed me."
+
+"The principal difficulty in your case," remarked Holmes, in his
+didactic fashion, "lay in the fact of there being too much evidence.
+What was vital was overlaid and hidden by what was irrelevant. Of all
+the facts which were presented to us we had to pick just those which we
+deemed to be essential, and then piece them together in their order, so
+as to reconstruct this very remarkable chain of events. I had already
+begun to suspect Joseph, from the fact that you had intended to travel
+home with him that night, and that therefore it was a likely enough
+thing that he should call for you, knowing the Foreign Office well, upon
+his way. When I heard that some one had been so anxious to get into the
+bedroom, in which no one but Joseph could have concealed anything--you
+told us in your narrative how you had turned Joseph out when you arrived
+with the doctor--my suspicions all changed to certainties, especially as
+the attempt was made on the first night upon which the nurse was absent,
+showing that the intruder was well acquainted with the ways of the
+house."
+
+"How blind I have been!"
+
+"The facts of the case, as far as I have worked them out, are these:
+this Joseph Harrison entered the office through the Charles Street door,
+and knowing his way he walked straight into your room the instant after
+you left it. Finding no one there he promptly rang the bell, and at
+the instant that he did so his eyes caught the paper upon the table.
+A glance showed him that chance had put in his way a State document of
+immense value, and in an instant he had thrust it into his pocket and
+was gone. A few minutes elapsed, as you remember, before the sleepy
+commissionnaire drew your attention to the bell, and those were just
+enough to give the thief time to make his escape.
+
+"He made his way to Woking by the first train, and having examined his
+booty and assured himself that it really was of immense value, he
+had concealed it in what he thought was a very safe place, with the
+intention of taking it out again in a day or two, and carrying it to the
+French embassy, or wherever he thought that a long price was to be
+had. Then came your sudden return. He, without a moment's warning, was
+bundled out of his room, and from that time onward there were always at
+least two of you there to prevent him from regaining his treasure. The
+situation to him must have been a maddening one. But at last he thought
+he saw his chance. He tried to steal in, but was baffled by your
+wakefulness. You remember that you did not take your usual draught that
+night."
+
+"I remember."
+
+"I fancy that he had taken steps to make that draught efficacious,
+and that he quite relied upon your being unconscious. Of course, I
+understood that he would repeat the attempt whenever it could be done
+with safety. Your leaving the room gave him the chance he wanted. I kept
+Miss Harrison in it all day so that he might not anticipate us. Then,
+having given him the idea that the coast was clear, I kept guard as
+I have described. I already knew that the papers were probably in the
+room, but I had no desire to rip up all the planking and skirting in
+search of them. I let him take them, therefore, from the hiding-place,
+and so saved myself an infinity of trouble. Is there any other point
+which I can make clear?"
+
+"Why did he try the window on the first occasion," I asked, "when he
+might have entered by the door?"
+
+"In reaching the door he would have to pass seven bedrooms. On the other
+hand, he could get out on to the lawn with ease. Anything else?"
+
+"You do not think," asked Phelps, "that he had any murderous intention?
+The knife was only meant as a tool."
+
+"It may be so," answered Holmes, shrugging his shoulders. "I can only
+say for certain that Mr. Joseph Harrison is a gentleman to whose mercy I
+should be extremely unwilling to trust."
+
+
+
+
+Adventure XI. The Final Problem
+
+
+It is with a heavy heart that I take up my pen to write these the last
+words in which I shall ever record the singular gifts by which my friend
+Mr. Sherlock Holmes was distinguished. In an incoherent and, as I deeply
+feel, an entirely inadequate fashion, I have endeavored to give some
+account of my strange experiences in his company from the chance which
+first brought us together at the period of the "Study in Scarlet," up
+to the time of his interference in the matter of the "Naval Treaty"--an
+interference which had the unquestionable effect of preventing a serious
+international complication. It was my intention to have stopped there,
+and to have said nothing of that event which has created a void in my
+life which the lapse of two years has done little to fill. My hand
+has been forced, however, by the recent letters in which Colonel James
+Moriarty defends the memory of his brother, and I have no choice but to
+lay the facts before the public exactly as they occurred. I alone know
+the absolute truth of the matter, and I am satisfied that the time has
+come when no good purpose is to be served by its suppression. As far as
+I know, there have been only three accounts in the public press: that
+in the Journal de Geneve on May 6th, 1891, the Reuter's despatch in the
+English papers on May 7th, and finally the recent letter to which I have
+alluded. Of these the first and second were extremely condensed, while
+the last is, as I shall now show, an absolute perversion of the facts.
+It lies with me to tell for the first time what really took place
+between Professor Moriarty and Mr. Sherlock Holmes.
+
+It may be remembered that after my marriage, and my subsequent start in
+private practice, the very intimate relations which had existed between
+Holmes and myself became to some extent modified. He still came to me
+from time to time when he desired a companion in his investigation, but
+these occasions grew more and more seldom, until I find that in the year
+1890 there were only three cases of which I retain any record. During
+the winter of that year and the early spring of 1891, I saw in the
+papers that he had been engaged by the French government upon a matter
+of supreme importance, and I received two notes from Holmes, dated from
+Narbonne and from Nimes, from which I gathered that his stay in France
+was likely to be a long one. It was with some surprise, therefore, that
+I saw him walk into my consulting-room upon the evening of April 24th.
+It struck me that he was looking even paler and thinner than usual.
+
+"Yes, I have been using myself up rather too freely," he remarked, in
+answer to my look rather than to my words; "I have been a little pressed
+of late. Have you any objection to my closing your shutters?"
+
+The only light in the room came from the lamp upon the table at which I
+had been reading. Holmes edged his way round the wall and flinging the
+shutters together, he bolted them securely.
+
+"You are afraid of something?" I asked.
+
+"Well, I am."
+
+"Of what?"
+
+"Of air-guns."
+
+"My dear Holmes, what do you mean?"
+
+"I think that you know me well enough, Watson, to understand that I am
+by no means a nervous man. At the same time, it is stupidity rather than
+courage to refuse to recognize danger when it is close upon you. Might
+I trouble you for a match?" He drew in the smoke of his cigarette as if
+the soothing influence was grateful to him.
+
+"I must apologize for calling so late," said he, "and I must further beg
+you to be so unconventional as to allow me to leave your house presently
+by scrambling over your back garden wall."
+
+"But what does it all mean?" I asked.
+
+He held out his hand, and I saw in the light of the lamp that two of his
+knuckles were burst and bleeding.
+
+"It is not an airy nothing, you see," said he, smiling. "On the
+contrary, it is solid enough for a man to break his hand over. Is Mrs.
+Watson in?"
+
+"She is away upon a visit."
+
+"Indeed! You are alone?"
+
+"Quite."
+
+"Then it makes it the easier for me to propose that you should come away
+with me for a week to the Continent."
+
+"Where?"
+
+"Oh, anywhere. It's all the same to me."
+
+There was something very strange in all this. It was not Holmes's nature
+to take an aimless holiday, and something about his pale, worn face told
+me that his nerves were at their highest tension. He saw the question in
+my eyes, and, putting his finger-tips together and his elbows upon his
+knees, he explained the situation.
+
+"You have probably never heard of Professor Moriarty?" said he.
+
+"Never."
+
+"Aye, there's the genius and the wonder of the thing!" he cried. "The
+man pervades London, and no one has heard of him. That's what puts
+him on a pinnacle in the records of crime. I tell you, Watson, in all
+seriousness, that if I could beat that man, if I could free society
+of him, I should feel that my own career had reached its summit, and
+I should be prepared to turn to some more placid line in life. Between
+ourselves, the recent cases in which I have been of assistance to the
+royal family of Scandinavia, and to the French republic, have left me in
+such a position that I could continue to live in the quiet fashion
+which is most congenial to me, and to concentrate my attention upon my
+chemical researches. But I could not rest, Watson, I could not sit quiet
+in my chair, if I thought that such a man as Professor Moriarty were
+walking the streets of London unchallenged."
+
+"What has he done, then?"
+
+"His career has been an extraordinary one. He is a man of good birth and
+excellent education, endowed by nature with a phenomenal mathematical
+faculty. At the age of twenty-one he wrote a treatise upon the Binomial
+Theorem, which has had a European vogue. On the strength of it he won
+the Mathematical Chair at one of our smaller universities, and had, to
+all appearances, a most brilliant career before him. But the man had
+hereditary tendencies of the most diabolical kind. A criminal strain
+ran in his blood, which, instead of being modified, was increased and
+rendered infinitely more dangerous by his extraordinary mental powers.
+Dark rumors gathered round him in the university town, and eventually he
+was compelled to resign his chair and to come down to London, where he
+set up as an army coach. So much is known to the world, but what I am
+telling you now is what I have myself discovered.
+
+"As you are aware, Watson, there is no one who knows the higher criminal
+world of London so well as I do. For years past I have continually been
+conscious of some power behind the malefactor, some deep organizing
+power which forever stands in the way of the law, and throws its shield
+over the wrong-doer. Again and again in cases of the most varying
+sorts--forgery cases, robberies, murders--I have felt the presence of
+this force, and I have deduced its action in many of those undiscovered
+crimes in which I have not been personally consulted. For years I have
+endeavored to break through the veil which shrouded it, and at last
+the time came when I seized my thread and followed it, until it led
+me, after a thousand cunning windings, to ex-Professor Moriarty of
+mathematical celebrity.
+
+"He is the Napoleon of crime, Watson. He is the organizer of half that
+is evil and of nearly all that is undetected in this great city. He is a
+genius, a philosopher, an abstract thinker. He has a brain of the first
+order. He sits motionless, like a spider in the center of its web, but
+that web has a thousand radiations, and he knows well every quiver of
+each of them. He does little himself. He only plans. But his agents are
+numerous and splendidly organized. Is there a crime to be done, a
+paper to be abstracted, we will say, a house to be rifled, a man to be
+removed--the word is passed to the Professor, the matter is organized
+and carried out. The agent may be caught. In that case money is found
+for his bail or his defence. But the central power which uses the agent
+is never caught--never so much as suspected. This was the organization
+which I deduced, Watson, and which I devoted my whole energy to exposing
+and breaking up.
+
+"But the Professor was fenced round with safeguards so cunningly devised
+that, do what I would, it seemed impossible to get evidence which would
+convict in a court of law. You know my powers, my dear Watson, and yet
+at the end of three months I was forced to confess that I had at last
+met an antagonist who was my intellectual equal. My horror at his crimes
+was lost in my admiration at his skill. But at last he made a trip--only
+a little, little trip--but it was more than he could afford when I was
+so close upon him. I had my chance, and, starting from that point, I
+have woven my net round him until now it is all ready to close. In three
+days--that is to say, on Monday next--matters will be ripe, and the
+Professor, with all the principal members of his gang, will be in the
+hands of the police. Then will come the greatest criminal trial of the
+century, the clearing up of over forty mysteries, and the rope for all
+of them; but if we move at all prematurely, you understand, they may
+slip out of our hands even at the last moment.
+
+"Now, if I could have done this without the knowledge of Professor
+Moriarty, all would have been well. But he was too wily for that. He saw
+every step which I took to draw my toils round him. Again and again
+he strove to break away, but I as often headed him off. I tell you,
+my friend, that if a detailed account of that silent contest could
+be written, it would take its place as the most brilliant bit of
+thrust-and-parry work in the history of detection. Never have I risen to
+such a height, and never have I been so hard pressed by an opponent. He
+cut deep, and yet I just undercut him. This morning the last steps were
+taken, and three days only were wanted to complete the business. I was
+sitting in my room thinking the matter over, when the door opened and
+Professor Moriarty stood before me.
+
+"My nerves are fairly proof, Watson, but I must confess to a start when
+I saw the very man who had been so much in my thoughts standing there on
+my threshhold. His appearance was quite familiar to me. He is extremely
+tall and thin, his forehead domes out in a white curve, and his two
+eyes are deeply sunken in his head. He is clean-shaven, pale, and
+ascetic-looking, retaining something of the professor in his features.
+His shoulders are rounded from much study, and his face protrudes
+forward, and is forever slowly oscillating from side to side in a
+curiously reptilian fashion. He peered at me with great curiosity in his
+puckered eyes.
+
+"'You have less frontal development than I should have expected,' said
+he, at last. 'It is a dangerous habit to finger loaded firearms in the
+pocket of one's dressing-gown.'
+
+"The fact is that upon his entrance I had instantly recognized the
+extreme personal danger in which I lay. The only conceivable escape for
+him lay in silencing my tongue. In an instant I had slipped the revolver
+from the drawer into my pocket, and was covering him through the cloth.
+At his remark I drew the weapon out and laid it cocked upon the table.
+He still smiled and blinked, but there was something about his eyes
+which made me feel very glad that I had it there.
+
+"'You evidently don't know me,' said he.
+
+"'On the contrary,' I answered, 'I think it is fairly evident that I do.
+Pray take a chair. I can spare you five minutes if you have anything to
+say.'
+
+"'All that I have to say has already crossed your mind,' said he.
+
+"'Then possibly my answer has crossed yours,' I replied.
+
+"'You stand fast?'
+
+"'Absolutely.'
+
+"He clapped his hand into his pocket, and I raised the pistol from
+the table. But he merely drew out a memorandum-book in which he had
+scribbled some dates.
+
+"'You crossed my path on the 4th of January,' said he. 'On the 23d you
+incommoded me; by the middle of February I was seriously inconvenienced
+by you; at the end of March I was absolutely hampered in my plans; and
+now, at the close of April, I find myself placed in such a position
+through your continual persecution that I am in positive danger of
+losing my liberty. The situation is becoming an impossible one.'
+
+"'Have you any suggestion to make?' I asked.
+
+"'You must drop it, Mr. Holmes,' said he, swaying his face about. 'You
+really must, you know.'
+
+"'After Monday,' said I.
+
+"'Tut, tut,' said he. 'I am quite sure that a man of your intelligence
+will see that there can be but one outcome to this affair. It is
+necessary that you should withdraw. You have worked things in such a
+fashion that we have only one resource left. It has been an intellectual
+treat to me to see the way in which you have grappled with this affair,
+and I say, unaffectedly, that it would be a grief to me to be forced
+to take any extreme measure. You smile, sir, but I assure you that it
+really would.'
+
+"'Danger is part of my trade,' I remarked.
+
+"'That is not danger,' said he. 'It is inevitable destruction. You stand
+in the way not merely of an individual, but of a mighty organization,
+the full extent of which you, with all your cleverness, have been unable
+to realize. You must stand clear, Mr. Holmes, or be trodden under foot.'
+
+"'I am afraid,' said I, rising, 'that in the pleasure of this
+conversation I am neglecting business of importance which awaits me
+elsewhere.'
+
+"He rose also and looked at me in silence, shaking his head sadly.
+
+"'Well, well,' said he, at last. 'It seems a pity, but I have done
+what I could. I know every move of your game. You can do nothing before
+Monday. It has been a duel between you and me, Mr. Holmes. You hope to
+place me in the dock. I tell you that I will never stand in the dock.
+You hope to beat me. I tell you that you will never beat me. If you are
+clever enough to bring destruction upon me, rest assured that I shall do
+as much to you.'
+
+"'You have paid me several compliments, Mr. Moriarty,' said I. 'Let me
+pay you one in return when I say that if I were assured of the former
+eventuality I would, in the interests of the public, cheerfully accept
+the latter.'
+
+"'I can promise you the one, but not the other,' he snarled, and so
+turned his rounded back upon me, and went peering and blinking out of
+the room.
+
+"That was my singular interview with Professor Moriarty. I confess that
+it left an unpleasant effect upon my mind. His soft, precise fashion
+of speech leaves a conviction of sincerity which a mere bully could
+not produce. Of course, you will say: 'Why not take police precautions
+against him?' the reason is that I am well convinced that it is from his
+agents the blow will fall. I have the best proofs that it would be so."
+
+"You have already been assaulted?"
+
+"My dear Watson, Professor Moriarty is not a man who lets the grass grow
+under his feet. I went out about mid-day to transact some business in
+Oxford Street. As I passed the corner which leads from Bentinck Street
+on to the Welbeck Street crossing a two-horse van furiously driven
+whizzed round and was on me like a flash. I sprang for the foot-path
+and saved myself by the fraction of a second. The van dashed round by
+Marylebone Lane and was gone in an instant. I kept to the pavement after
+that, Watson, but as I walked down Vere Street a brick came down from
+the roof of one of the houses, and was shattered to fragments at my
+feet. I called the police and had the place examined. There were slates
+and bricks piled up on the roof preparatory to some repairs, and they
+would have me believe that the wind had toppled over one of these. Of
+course I knew better, but I could prove nothing. I took a cab after that
+and reached my brother's rooms in Pall Mall, where I spent the day. Now
+I have come round to you, and on my way I was attacked by a rough with a
+bludgeon. I knocked him down, and the police have him in custody; but
+I can tell you with the most absolute confidence that no possible
+connection will ever be traced between the gentleman upon whose front
+teeth I have barked my knuckles and the retiring mathematical coach, who
+is, I dare say, working out problems upon a black-board ten miles away.
+You will not wonder, Watson, that my first act on entering your rooms
+was to close your shutters, and that I have been compelled to ask your
+permission to leave the house by some less conspicuous exit than the
+front door."
+
+I had often admired my friend's courage, but never more than now, as he
+sat quietly checking off a series of incidents which must have combined
+to make up a day of horror.
+
+"You will spend the night here?" I said.
+
+"No, my friend, you might find me a dangerous guest. I have my plans
+laid, and all will be well. Matters have gone so far now that they can
+move without my help as far as the arrest goes, though my presence is
+necessary for a conviction. It is obvious, therefore, that I cannot do
+better than get away for the few days which remain before the police are
+at liberty to act. It would be a great pleasure to me, therefore, if you
+could come on to the Continent with me."
+
+"The practice is quiet," said I, "and I have an accommodating neighbor.
+I should be glad to come."
+
+"And to start to-morrow morning?"
+
+"If necessary."
+
+"Oh yes, it is most necessary. Then these are your instructions, and I
+beg, my dear Watson, that you will obey them to the letter, for you are
+now playing a double-handed game with me against the cleverest rogue and
+the most powerful syndicate of criminals in Europe. Now listen! You
+will dispatch whatever luggage you intend to take by a trusty messenger
+unaddressed to Victoria to-night. In the morning you will send for a
+hansom, desiring your man to take neither the first nor the second which
+may present itself. Into this hansom you will jump, and you will drive
+to the Strand end of the Lowther Arcade, handing the address to the
+cabman upon a slip of paper, with a request that he will not throw it
+away. Have your fare ready, and the instant that your cab stops,
+dash through the Arcade, timing yourself to reach the other side at a
+quarter-past nine. You will find a small brougham waiting close to the
+curb, driven by a fellow with a heavy black cloak tipped at the collar
+with red. Into this you will step, and you will reach Victoria in time
+for the Continental express."
+
+"Where shall I meet you?"
+
+"At the station. The second first-class carriage from the front will be
+reserved for us."
+
+"The carriage is our rendezvous, then?"
+
+"Yes."
+
+It was in vain that I asked Holmes to remain for the evening. It was
+evident to me that he thought he might bring trouble to the roof he was
+under, and that that was the motive which impelled him to go. With a few
+hurried words as to our plans for the morrow he rose and came out with
+me into the garden, clambering over the wall which leads into Mortimer
+Street, and immediately whistling for a hansom, in which I heard him
+drive away.
+
+In the morning I obeyed Holmes's injunctions to the letter. A hansom was
+procured with such precaution as would prevent its being one which was
+placed ready for us, and I drove immediately after breakfast to the
+Lowther Arcade, through which I hurried at the top of my speed. A
+brougham was waiting with a very massive driver wrapped in a dark cloak,
+who, the instant that I had stepped in, whipped up the horse and rattled
+off to Victoria Station. On my alighting there he turned the carriage,
+and dashed away again without so much as a look in my direction.
+
+So far all had gone admirably. My luggage was waiting for me, and I had
+no difficulty in finding the carriage which Holmes had indicated, the
+less so as it was the only one in the train which was marked "Engaged."
+My only source of anxiety now was the non-appearance of Holmes. The
+station clock marked only seven minutes from the time when we were
+due to start. In vain I searched among the groups of travellers and
+leave-takers for the lithe figure of my friend. There was no sign of
+him. I spent a few minutes in assisting a venerable Italian priest, who
+was endeavoring to make a porter understand, in his broken English,
+that his luggage was to be booked through to Paris. Then, having taken
+another look round, I returned to my carriage, where I found that the
+porter, in spite of the ticket, had given me my decrepit Italian friend
+as a traveling companion. It was useless for me to explain to him that
+his presence was an intrusion, for my Italian was even more limited than
+his English, so I shrugged my shoulders resignedly, and continued to
+look out anxiously for my friend. A chill of fear had come over me, as I
+thought that his absence might mean that some blow had fallen during the
+night. Already the doors had all been shut and the whistle blown, when--
+
+"My dear Watson," said a voice, "you have not even condescended to say
+good-morning."
+
+I turned in uncontrollable astonishment. The aged ecclesiastic had
+turned his face towards me. For an instant the wrinkles were smoothed
+away, the nose drew away from the chin, the lower lip ceased to protrude
+and the mouth to mumble, the dull eyes regained their fire, the drooping
+figure expanded. The next the whole frame collapsed again, and Holmes
+had gone as quickly as he had come.
+
+"Good heavens!" I cried; "how you startled me!"
+
+"Every precaution is still necessary," he whispered. "I have reason to
+think that they are hot upon our trail. Ah, there is Moriarty himself."
+
+The train had already begun to move as Holmes spoke. Glancing back, I
+saw a tall man pushing his way furiously through the crowd, and waving
+his hand as if he desired to have the train stopped. It was too late,
+however, for we were rapidly gathering momentum, and an instant later
+had shot clear of the station.
+
+"With all our precautions, you see that we have cut it rather fine,"
+said Holmes, laughing. He rose, and throwing off the black cassock and
+hat which had formed his disguise, he packed them away in a hand-bag.
+
+"Have you seen the morning paper, Watson?"
+
+"No."
+
+"You haven't' seen about Baker Street, then?"
+
+"Baker Street?"
+
+"They set fire to our rooms last night. No great harm was done."
+
+"Good heavens, Holmes! this is intolerable."
+
+"They must have lost my track completely after their bludgeon-man was
+arrested. Otherwise they could not have imagined that I had returned
+to my rooms. They have evidently taken the precaution of watching you,
+however, and that is what has brought Moriarty to Victoria. You could
+not have made any slip in coming?"
+
+"I did exactly what you advised."
+
+"Did you find your brougham?"
+
+"Yes, it was waiting."
+
+"Did you recognize your coachman?"
+
+"No."
+
+"It was my brother Mycroft. It is an advantage to get about in such a
+case without taking a mercenary into your confidence. But we must plan
+what we are to do about Moriarty now."
+
+"As this is an express, and as the boat runs in connection with it, I
+should think we have shaken him off very effectively."
+
+"My dear Watson, you evidently did not realize my meaning when I said
+that this man may be taken as being quite on the same intellectual plane
+as myself. You do not imagine that if I were the pursuer I should allow
+myself to be baffled by so slight an obstacle. Why, then, should you
+think so meanly of him?"
+
+"What will he do?"
+
+"What I should do?"
+
+"What would you do, then?"
+
+"Engage a special."
+
+"But it must be late."
+
+"By no means. This train stops at Canterbury; and there is always at
+least a quarter of an hour's delay at the boat. He will catch us there."
+
+"One would think that we were the criminals. Let us have him arrested on
+his arrival."
+
+"It would be to ruin the work of three months. We should get the big
+fish, but the smaller would dart right and left out of the net. On
+Monday we should have them all. No, an arrest is inadmissible."
+
+"What then?"
+
+"We shall get out at Canterbury."
+
+"And then?"
+
+"Well, then we must make a cross-country journey to Newhaven, and so
+over to Dieppe. Moriarty will again do what I should do. He will get on
+to Paris, mark down our luggage, and wait for two days at the depot.
+In the meantime we shall treat ourselves to a couple of carpet-bags,
+encourage the manufactures of the countries through which we travel, and
+make our way at our leisure into Switzerland, via Luxembourg and Basle."
+
+At Canterbury, therefore, we alighted, only to find that we should have
+to wait an hour before we could get a train to Newhaven.
+
+I was still looking rather ruefully after the rapidly disappearing
+luggage-van which contained my wardrobe, when Holmes pulled my sleeve
+and pointed up the line.
+
+"Already, you see," said he.
+
+Far away, from among the Kentish woods there rose a thin spray of smoke.
+A minute later a carriage and engine could be seen flying along the open
+curve which leads to the station. We had hardly time to take our place
+behind a pile of luggage when it passed with a rattle and a roar,
+beating a blast of hot air into our faces.
+
+"There he goes," said Holmes, as we watched the carriage swing and
+rock over the points. "There are limits, you see, to our friend's
+intelligence. It would have been a coup-de-maitre had he deduced what I
+would deduce and acted accordingly."
+
+"And what would he have done had he overtaken us?"
+
+"There cannot be the least doubt that he would have made a murderous
+attack upon me. It is, however, a game at which two may play. The
+question now is whether we should take a premature lunch here, or run
+our chance of starving before we reach the buffet at Newhaven."
+
+
+We made our way to Brussels that night and spent two days there, moving
+on upon the third day as far as Strasburg. On the Monday morning Holmes
+had telegraphed to the London police, and in the evening we found a
+reply waiting for us at our hotel. Holmes tore it open, and then with a
+bitter curse hurled it into the grate.
+
+"I might have known it!" he groaned. "He has escaped!"
+
+"Moriarty?"
+
+"They have secured the whole gang with the exception of him. He has
+given them the slip. Of course, when I had left the country there was no
+one to cope with him. But I did think that I had put the game in their
+hands. I think that you had better return to England, Watson."
+
+"Why?"
+
+"Because you will find me a dangerous companion now. This man's
+occupation is gone. He is lost if he returns to London. If I read his
+character right he will devote his whole energies to revenging himself
+upon me. He said as much in our short interview, and I fancy that he
+meant it. I should certainly recommend you to return to your practice."
+
+It was hardly an appeal to be successful with one who was an
+old campaigner as well as an old friend. We sat in the Strasburg
+salle-à-manger arguing the question for half an hour, but the same night
+we had resumed our journey and were well on our way to Geneva.
+
+For a charming week we wandered up the Valley of the Rhone, and then,
+branching off at Leuk, we made our way over the Gemmi Pass, still deep
+in snow, and so, by way of Interlaken, to Meiringen. It was a lovely
+trip, the dainty green of the spring below, the virgin white of the
+winter above; but it was clear to me that never for one instant did
+Holmes forget the shadow which lay across him. In the homely Alpine
+villages or in the lonely mountain passes, I could tell by his quick
+glancing eyes and his sharp scrutiny of every face that passed us,
+that he was well convinced that, walk where we would, we could not walk
+ourselves clear of the danger which was dogging our footsteps.
+
+Once, I remember, as we passed over the Gemmi, and walked along
+the border of the melancholy Daubensee, a large rock which had been
+dislodged from the ridge upon our right clattered down and roared into
+the lake behind us. In an instant Holmes had raced up on to the ridge,
+and, standing upon a lofty pinnacle, craned his neck in every direction.
+It was in vain that our guide assured him that a fall of stones was a
+common chance in the spring-time at that spot. He said nothing, but
+he smiled at me with the air of a man who sees the fulfillment of that
+which he had expected.
+
+And yet for all his watchfulness he was never depressed. On the
+contrary, I can never recollect having seen him in such exuberant
+spirits. Again and again he recurred to the fact that if he could
+be assured that society was freed from Professor Moriarty he would
+cheerfully bring his own career to a conclusion.
+
+"I think that I may go so far as to say, Watson, that I have not lived
+wholly in vain," he remarked. "If my record were closed to-night I could
+still survey it with equanimity. The air of London is the sweeter for my
+presence. In over a thousand cases I am not aware that I have ever used
+my powers upon the wrong side. Of late I have been tempted to look into
+the problems furnished by nature rather than those more superficial ones
+for which our artificial state of society is responsible. Your memoirs
+will draw to an end, Watson, upon the day that I crown my career by
+the capture or extinction of the most dangerous and capable criminal in
+Europe."
+
+I shall be brief, and yet exact, in the little which remains for me to
+tell. It is not a subject on which I would willingly dwell, and yet I am
+conscious that a duty devolves upon me to omit no detail.
+
+It was on the 3d of May that we reached the little village of Meiringen,
+where we put up at the Englischer Hof, then kept by Peter Steiler the
+elder. Our landlord was an intelligent man, and spoke excellent English,
+having served for three years as waiter at the Grosvenor Hotel in
+London. At his advice, on the afternoon of the 4th we set off together,
+with the intention of crossing the hills and spending the night at the
+hamlet of Rosenlaui. We had strict injunctions, however, on no account
+to pass the falls of Reichenbach, which are about half-way up the hill,
+without making a small detour to see them.
+
+It is indeed, a fearful place. The torrent, swollen by the melting snow,
+plunges into a tremendous abyss, from which the spray rolls up like the
+smoke from a burning house. The shaft into which the river hurls itself
+is an immense chasm, lined by glistening coal-black rock, and narrowing
+into a creaming, boiling pit of incalculable depth, which brims over and
+shoots the stream onward over its jagged lip. The long sweep of green
+water roaring forever down, and the thick flickering curtain of spray
+hissing forever upward, turn a man giddy with their constant whirl and
+clamor. We stood near the edge peering down at the gleam of the breaking
+water far below us against the black rocks, and listening to the
+half-human shout which came booming up with the spray out of the abyss.
+
+The path has been cut half-way round the fall to afford a complete view,
+but it ends abruptly, and the traveler has to return as he came. We had
+turned to do so, when we saw a Swiss lad come running along it with
+a letter in his hand. It bore the mark of the hotel which we had just
+left, and was addressed to me by the landlord. It appeared that within a
+very few minutes of our leaving, an English lady had arrived who was in
+the last stage of consumption. She had wintered at Davos Platz, and was
+journeying now to join her friends at Lucerne, when a sudden hemorrhage
+had overtaken her. It was thought that she could hardly live a few
+hours, but it would be a great consolation to her to see an English
+doctor, and, if I would only return, etc. The good Steiler assured me
+in a postscript that he would himself look upon my compliance as a very
+great favor, since the lady absolutely refused to see a Swiss physician,
+and he could not but feel that he was incurring a great responsibility.
+
+The appeal was one which could not be ignored. It was impossible to
+refuse the request of a fellow-countrywoman dying in a strange land. Yet
+I had my scruples about leaving Holmes. It was finally agreed, however,
+that he should retain the young Swiss messenger with him as guide and
+companion while I returned to Meiringen. My friend would stay some
+little time at the fall, he said, and would then walk slowly over the
+hill to Rosenlaui, where I was to rejoin him in the evening. As I turned
+away I saw Holmes, with his back against a rock and his arms folded,
+gazing down at the rush of the waters. It was the last that I was ever
+destined to see of him in this world.
+
+When I was near the bottom of the descent I looked back. It was
+impossible, from that position, to see the fall, but I could see the
+curving path which winds over the shoulder of the hill and leads to it.
+Along this a man was, I remember, walking very rapidly.
+
+I could see his black figure clearly outlined against the green behind
+him. I noted him, and the energy with which he walked but he passed from
+my mind again as I hurried on upon my errand.
+
+It may have been a little over an hour before I reached Meiringen. Old
+Steiler was standing at the porch of his hotel.
+
+"Well," said I, as I came hurrying up, "I trust that she is no worse?"
+
+A look of surprise passed over his face, and at the first quiver of his
+eyebrows my heart turned to lead in my breast.
+
+"You did not write this?" I said, pulling the letter from my pocket.
+"There is no sick Englishwoman in the hotel?"
+
+"Certainly not!" he cried. "But it has the hotel mark upon it! Ha, it
+must have been written by that tall Englishman who came in after you had
+gone. He said--"
+
+But I waited for none of the landlord's explanations. In a tingle of
+fear I was already running down the village street, and making for the
+path which I had so lately descended. It had taken me an hour to come
+down. For all my efforts two more had passed before I found myself at
+the fall of Reichenbach once more. There was Holmes's Alpine-stock still
+leaning against the rock by which I had left him. But there was no sign
+of him, and it was in vain that I shouted. My only answer was my own
+voice reverberating in a rolling echo from the cliffs around me.
+
+It was the sight of that Alpine-stock which turned me cold and sick.
+He had not gone to Rosenlaui, then. He had remained on that three-foot
+path, with sheer wall on one side and sheer drop on the other, until his
+enemy had overtaken him. The young Swiss had gone too. He had probably
+been in the pay of Moriarty, and had left the two men together. And then
+what had happened? Who was to tell us what had happened then?
+
+I stood for a minute or two to collect myself, for I was dazed with the
+horror of the thing. Then I began to think of Holmes's own methods and
+to try to practise them in reading this tragedy. It was, alas, only too
+easy to do. During our conversation we had not gone to the end of the
+path, and the Alpine-stock marked the place where we had stood. The
+blackish soil is kept forever soft by the incessant drift of spray,
+and a bird would leave its tread upon it. Two lines of footmarks were
+clearly marked along the farther end of the path, both leading away from
+me. There were none returning. A few yards from the end the soil was
+all ploughed up into a patch of mud, and the branches and ferns which
+fringed the chasm were torn and bedraggled. I lay upon my face and
+peered over with the spray spouting up all around me. It had darkened
+since I left, and now I could only see here and there the glistening of
+moisture upon the black walls, and far away down at the end of the shaft
+the gleam of the broken water. I shouted; but only the same half-human
+cry of the fall was borne back to my ears.
+
+But it was destined that I should after all have a last word of greeting
+from my friend and comrade. I have said that his Alpine-stock had been
+left leaning against a rock which jutted on to the path. From the top of
+this bowlder the gleam of something bright caught my eye, and, raising
+my hand, I found that it came from the silver cigarette-case which he
+used to carry. As I took it up a small square of paper upon which it
+had lain fluttered down on to the ground. Unfolding it, I found that it
+consisted of three pages torn from his note-book and addressed to me. It
+was characteristic of the man that the direction was a precise, and the
+writing as firm and clear, as though it had been written in his study.
+
+My dear Watson [it said], I write these few lines through the courtesy
+of Mr. Moriarty, who awaits my convenience for the final discussion of
+those questions which lie between us. He has been giving me a sketch
+of the methods by which he avoided the English police and kept himself
+informed of our movements. They certainly confirm the very high opinion
+which I had formed of his abilities. I am pleased to think that I shall
+be able to free society from any further effects of his presence, though
+I fear that it is at a cost which will give pain to my friends, and
+especially, my dear Watson, to you. I have already explained to you,
+however, that my career had in any case reached its crisis, and that
+no possible conclusion to it could be more congenial to me than this.
+Indeed, if I may make a full confession to you, I was quite convinced
+that the letter from Meiringen was a hoax, and I allowed you to depart
+on that errand under the persuasion that some development of this sort
+would follow. Tell Inspector Patterson that the papers which he needs
+to convict the gang are in pigeonhole M., done up in a blue envelope
+and inscribed "Moriarty." I made every disposition of my property before
+leaving England, and handed it to my brother Mycroft. Pray give my
+greetings to Mrs. Watson, and believe me to be, my dear fellow,
+
+Very sincerely yours,
+
+Sherlock Holmes
+
+
+A few words may suffice to tell the little that remains. An examination
+by experts leaves little doubt that a personal contest between the two
+men ended, as it could hardly fail to end in such a situation, in their
+reeling over, locked in each other's arms. Any attempt at recovering the
+bodies was absolutely hopeless, and there, deep down in that dreadful
+caldron of swirling water and seething foam, will lie for all time the
+most dangerous criminal and the foremost champion of the law of their
+generation. The Swiss youth was never found again, and there can be no
+doubt that he was one of the numerous agents whom Moriarty kept in this
+employ. As to the gang, it will be within the memory of the public
+how completely the evidence which Holmes had accumulated exposed their
+organization, and how heavily the hand of the dead man weighed
+upon them. Of their terrible chief few details came out during the
+proceedings, and if I have now been compelled to make a clear statement
+of his career it is due to those injudicious champions who have
+endeavored to clear his memory by attacks upon him whom I shall ever
+regard as the best and the wisest man whom I have ever known.
+
+
+
+
+
+End of the Project Gutenberg EBook of Memoirs of Sherlock Holmes, by 
+Sir Arthur Conan Doyle
+
+*** END OF THIS PROJECT GUTENBERG EBOOK MEMOIRS OF SHERLOCK HOLMES ***
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diff --git a/hyracks/hyracks-examples/text-example/textserver/pom.xml b/hyracks/hyracks-examples/text-example/textserver/pom.xml
new file mode 100644
index 0000000..e55b99f
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/pom.xml
@@ -0,0 +1,187 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.text</groupId>
+  <artifactId>textserver</artifactId>
+  <name>textserver</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>text-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.hyracks</groupId>
+      	<artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
+      	<version>0.2.18-SNAPSHOT</version>
+        <configuration>
+          <hyracksServerHome>${basedir}/target/textserver-${project.version}-binary-assembly</hyracksServerHome>
+          <jvmOptions>${jvm.extraargs}</jvmOptions>
+        </configuration>
+        <executions>
+          <execution>
+            <id>hyracks-cc-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-cc</goal>
+            </goals>
+          </execution>
+          <execution>
+            <id>hyracks-nc1-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC1</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>hyracks-nc2-start</id>
+            <phase>pre-integration-test</phase>
+            <goals>
+              <goal>start-nc</goal>
+            </goals>
+            <configuration>
+              <nodeId>NC2</nodeId>
+              <dataIpAddress>127.0.0.1</dataIpAddress>
+              <ccHost>localhost</ccHost>
+            </configuration>
+          </execution>
+          <execution>
+            <id>stop-services</id>
+            <phase>post-integration-test</phase>
+            <goals>
+              <goal>stop-services</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+      	<groupId>org.apache.maven.plugins</groupId>
+      	<artifactId>maven-failsafe-plugin</artifactId>
+      	<version>2.8.1</version>
+      	<executions>
+      	  <execution>
+      	    <id>it</id>
+      	    <phase>integration-test</phase>
+      	    <goals>
+      	      <goal>integration-test</goal>
+      	    </goals>
+      	  </execution>
+      	</executions>
+      </plugin>
+      <plugin>
+          <groupId>org.apache.maven.plugins</groupId>
+          <artifactId>maven-deploy-plugin</artifactId>
+          <configuration>
+              <skip>true</skip>
+          </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>texthelper</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-cc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-nc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>textclient</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..36a55b3
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+     <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+    <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+</fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/LICENSE b/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/LICENSE
new file mode 100644
index 0000000..d448c57
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/LICENSE
@@ -0,0 +1,668 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+   ASTERIXDB COMPONENTS:
+
+   AsterixDB includes a number of subcomponents with separate copyright
+   notices and license terms. Your use of the source code for these
+   subcomponents is subject to the terms and condition of the following
+   licenses.
+
+   ===
+
+   Component(s):
+   - Java Servlet API (http://servlet-spec.java.net)
+     lib/javax.servlet-3.0.20100224.jar
+
+
+   are available under the CDDL 1.0
+   --
+      COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+
+      1. Definitions.
+
+      1.1. “Contributor” means each individual or entity that creates or contributes to the creation of Modifications.
+
+      1.2. “Contributor Version” means the combination of the Original Software, prior Modifications used by a Contributor (if any), and the Modifications made by that particular Contributor.
+
+      1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, or (c) the combination of files containing Original Software with files containing Modifications, in each case including portions thereof.
+
+      1.4. “Executable” means the Covered Software in any form other than Source Code.
+
+      1.5. “Initial Developer” means the individual or entity that first makes Original Software available under this License.
+
+      1.6. “Larger Work” means a work which combines Covered Software or portions thereof with code not governed by the terms of this License.
+
+      1.7. “License” means this document.
+
+      1.8. “Licensable” means having the right to grant, to the maximum extent possible, whether at the time of the initial grant or subsequently acquired, any and all of the rights conveyed herein.
+
+      1.9. “Modifications” means the Source Code and Executable form of any of the following:
+
+      A. Any file that results from an addition to, deletion from or modification of the contents of a file containing Original Software or previous Modifications;
+
+      B. Any new file that contains any part of the Original Software or previous Modification; or
+
+      C. Any new file that is contributed or otherwise made available under the terms of this License.
+
+      1.10. “Original Software” means the Source Code and Executable form of computer software code that is originally released under this License.
+
+      1.11. “Patent Claims” means any patent claim(s), now owned or hereafter acquired, including without limitation, method, process, and apparatus claims, in any patent Licensable by grantor.
+
+      1.12. “Source Code” means (a) the common form of computer software code in which modifications are made and (b) associated documentation included in or with such code.
+
+      1.13. “You” (or “Your”) means an individual or a legal entity exercising rights under, and complying with all of the terms of, this License. For legal entities, “You” includes any entity which controls, is controlled by, or is under common control with You. For purposes of this definition, “control” means (a) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (b) ownership of more than fifty percent (50%) of the outstanding shares or beneficial ownership of such entity.
+
+      2. License Grants.
+
+      2.1. The Initial Developer Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, the Initial Developer hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Initial Developer, to use, reproduce, modify, display, perform, sublicense and distribute the Original Software (or portions thereof), with or without Modifications, and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using or selling of Original Software, to make, have made, use, practice, sell, and offer for sale, and/or otherwise dispose of the Original Software (or portions thereof).
+
+      (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date Initial Developer first distributes or otherwise makes the Original Software available to a third party under the terms of this License.
+
+      (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) for code that You delete from the Original Software, or (2) for infringements caused by: (i) the modification of the Original Software, or (ii) the combination of the Original Software with other software or devices.
+
+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.8.1.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+      1. DEFINITIONS
+
+      "Contribution" means:
+
+      a) in the case of the initial Contributor, the initial code and
+      documentation distributed under this Agreement, and
+
+      b) in the case of each subsequent Contributor:
+
+      i) changes to the Program, and
+
+      ii) additions to the Program;
+
+      where such changes and/or additions to the Program originate from and are
+      distributed by that particular Contributor. A Contribution 'originates' from a
+      Contributor if it was added to the Program by such Contributor itself or anyone
+      acting on such Contributor's behalf. Contributions do not include additions to
+      the Program which: (i) are separate modules of software distributed in
+      conjunction with the Program under their own license agreement, and (ii) are not
+      derivative works of the Program.
+
+      "Contributor" means any person or entity that distributes the Program.
+
+      "Licensed Patents " mean patent claims licensable by a Contributor which are
+      necessarily infringed by the use or sale of its Contribution alone or when
+      combined with the Program.
+
+      "Program" means the Contributions distributed in accordance with this Agreement.
+
+      "Recipient" means anyone who receives the Program under this Agreement,
+      including all Contributors.
+
+      2. GRANT OF RIGHTS
+
+      a) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free copyright license to
+      reproduce, prepare derivative works of, publicly display, publicly perform,
+      distribute and sublicense the Contribution of such Contributor, if any, and such
+      derivative works, in source code and object code form.
+
+      b) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+      Patents to make, use, sell, offer to sell, import and otherwise transfer the
+      Contribution of such Contributor, if any, in source code and object code form.
+      This patent license shall apply to the combination of the Contribution and the
+      Program if, at the time the Contribution is added by the Contributor, such
+      addition of the Contribution causes such combination to be covered by the
+      Licensed Patents. The patent license shall not apply to any other combinations
+      which include the Contribution. No hardware per se is licensed hereunder.
+
+      c) Recipient understands that although each Contributor grants the licenses
+      to its Contributions set forth herein, no assurances are provided by any
+      Contributor that the Program does not infringe the patent or other intellectual
+      property rights of any other entity. Each Contributor disclaims any liability to
+      Recipient for claims brought by any other entity based on infringement of
+      intellectual property rights or otherwise. As a condition to exercising the
+      rights and licenses granted hereunder, each Recipient hereby assumes sole
+      responsibility to secure any other intellectual property rights needed, if any.
+      For example, if a third party patent license is required to allow Recipient to
+      distribute the Program, it is Recipient's responsibility to acquire that license
+      before distributing the Program.
+
+      d) Each Contributor represents that to its knowledge it has sufficient
+      copyright rights in its Contribution, if any, to grant the copyright license set
+      forth in this Agreement.
+
+      3. REQUIREMENTS
+
+      A Contributor may choose to distribute the Program in object code form under its
+      own license agreement, provided that:
+
+      a) it complies with the terms and conditions of this Agreement; and
+
+      b) its license agreement:
+
+      i) effectively disclaims on behalf of all Contributors all warranties and
+      conditions, express and implied, including warranties or conditions of title and
+      non-infringement, and implied warranties or conditions of merchantability and
+      fitness for a particular purpose;
+
+      ii) effectively excludes on behalf of all Contributors all liability for
+      damages, including direct, indirect, special, incidental and consequential
+      damages, such as lost profits;
+
+      iii) states that any provisions which differ from this Agreement are offered
+      by that Contributor alone and not by any other party; and
+
+      iv) states that source code for the Program is available from such
+      Contributor, and informs licensees how to obtain it in a reasonable manner on or
+      through a medium customarily used for software exchange.
+
+      When the Program is made available in source code form:
+
+      a) it must be made available under this Agreement; and
+
+      b) a copy of this Agreement must be included with each copy of the Program.
+
+      Contributors may not remove or alter any copyright notices contained within the
+      Program.
+
+      Each Contributor must identify itself as the originator of its Contribution, if
+      any, in a manner that reasonably allows subsequent Recipients to identify the
+      originator of the Contribution.
+
+      4. COMMERCIAL DISTRIBUTION
+
+      Commercial distributors of software may accept certain responsibilities with
+      respect to end users, business partners and the like. While this license is
+      intended to facilitate the commercial use of the Program, the Contributor who
+      includes the Program in a commercial product offering should do so in a manner
+      which does not create potential liability for other Contributors. Therefore, if
+      a Contributor includes the Program in a commercial product offering, such
+      Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+      every other Contributor ("Indemnified Contributor") against any losses, damages
+      and costs (collectively "Losses") arising from claims, lawsuits and other legal
+      actions brought by a third party against the Indemnified Contributor to the
+      extent caused by the acts or omissions of such Commercial Contributor in
+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/NOTICE b/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/NOTICE
new file mode 100644
index 0000000..6d64698
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/main/licenses/NOTICE
@@ -0,0 +1,72 @@
+Apache AsterixDB Text Server Example
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/wicket-core-1.5.2.jar
+   Apache Wicket
+   Copyright 2006-2011 Apache Software Foundation
+
+   This product includes software from QOS.ch (http://slf4j.org) licensed under the X11 license
+   Copyright (c) 2004-2008 QOS.ch
+
+   Contains Diff library from Mavens JRCS, released under
+   The Apache Software License, Version 1.1.
+   (c) 1999-2003
+
+   org.apache.wicket.markup.html.form.upload.MultiFileUploadField.js is taken from [1]
+   and has the following notice:
+      "Licence:
+       Use this however/wherever you like, just don't blame me if it breaks
+       anything.
+
+       Credit:
+       If you're nice, you'll leave this bit:
+
+       Class by Stickman -- http://www.the-stickman.com
+       with thanks to:
+       [for Safari fixes]
+          Luis Torrefranca -- http://www.law.pitt.edu
+          and
+          Shawn Parker & John Pennypacker -- http://www.fuzzycoconut.com
+       [for duplicate name bug]
+          'neal'"
+   [1]: http://the-stickman.com/web-development/javascript/upload-multiple-files-with-a-single-file-element/
+ - lib/wicket-request-1.5.2.jar
+
+    Wicket Request
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/wicket-util-1.5.2.jar
+
+    Wicket Util
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
+
+- lib/commons-logging-1.1.1..jar
+
+    Commons Logging
+    Copyright 2001-2007 The Apache Software Foundation
+
diff --git a/hyracks/hyracks-examples/text-example/textserver/src/test/java/org/apache/hyracks/examples/text/test/WordCountIT.java b/hyracks/hyracks-examples/text-example/textserver/src/test/java/org/apache/hyracks/examples/text/test/WordCountIT.java
new file mode 100644
index 0000000..ca28e5f
--- /dev/null
+++ b/hyracks/hyracks-examples/text-example/textserver/src/test/java/org/apache/hyracks/examples/text/test/WordCountIT.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.text.test;
+
+import java.io.File;
+
+import org.junit.Test;
+
+import org.apache.hyracks.examples.text.client.WordCountMain;
+
+public class WordCountIT {
+    @Test
+    public void runWordCount() throws Exception {
+        WordCountMain.main(new String[] { "-host", "localhost", "-infile-splits", getInfileSplits(), "-outfile-splits",
+                getOutfileSplits(), "-algo", "-hash" });
+    }
+
+    private String getInfileSplits() {
+        return "NC1:" + new File("data/file1.txt").getAbsolutePath() + ",NC2:"
+                + new File("data/file2.txt").getAbsolutePath();
+    }
+
+    private String getOutfileSplits() {
+        return "NC1:" + new File("target/wc1.txt").getAbsolutePath() + ",NC2:"
+                + new File("target/wc2.txt").getAbsolutePath();
+    }
+}
diff --git a/hyracks/hyracks-examples/tpch-example/pom.xml b/hyracks/hyracks-examples/tpch-example/pom.xml
new file mode 100644
index 0000000..21c5332
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/pom.xml
@@ -0,0 +1,41 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>tpch-example</artifactId>
+  <packaging>pom</packaging>
+  <name>tpch-example</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-examples</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>tpchclient</module>
+    <module>tpchserver</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml b/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
new file mode 100644
index 0000000..7dbcf24
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/pom.xml
@@ -0,0 +1,115 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>tpchclient</artifactId>
+  <name>tpchclient</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>tpch-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+    <properties>
+        <root.dir>${basedir}/../../../../..</root.dir>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-dataflow-std</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-data-std</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+    </dependencies>
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.codehaus.mojo</groupId>
+                <artifactId>appassembler-maven-plugin</artifactId>
+                <version>1.3</version>
+                <executions>
+                    <execution>
+                        <id>sort</id>
+                        <configuration>
+                            <programs>
+                                <program>
+                                    <mainClass>org.apache.hyracks.examples.tpch.client.Sort</mainClass>
+                                    <name>sort</name>
+                                </program>
+                            </programs>
+                            <repositoryLayout>flat</repositoryLayout>
+                            <repositoryName>lib</repositoryName>
+                        </configuration>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>assemble</goal>
+                        </goals>
+                    </execution>
+                    <execution>
+                        <id>group</id>
+                        <configuration>
+                            <programs>
+                                <program>
+                                    <mainClass>org.apache.hyracks.examples.tpch.client.Groupby</mainClass>
+                                    <name>group</name>
+                                </program>
+                            </programs>
+                            <repositoryLayout>flat</repositoryLayout>
+                            <repositoryName>lib</repositoryName>
+                        </configuration>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>assemble</goal>
+                        </goals>
+                    </execution>
+                    <execution>
+                        <id>join</id>
+                        <configuration>
+                            <programs>
+                                <program>
+                                    <mainClass>org.apache.hyracks.examples.tpch.client.Join</mainClass>
+                                    <name>join</name>
+                                </program>
+                            </programs>
+                            <repositoryLayout>flat</repositoryLayout>
+                            <repositoryName>lib</repositoryName>
+                        </configuration>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>assemble</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-deploy-plugin</artifactId>
+                <configuration>
+                    <skip>true</skip>
+                </configuration>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Common.java b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Common.java
new file mode 100644
index 0000000..15d7f66
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Common.java
@@ -0,0 +1,130 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.tpch.client;
+
+import java.io.File;
+
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.parsers.FloatParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IValueParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.IntegerParserFactory;
+import org.apache.hyracks.dataflow.common.data.parsers.UTF8StringParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+
+public class Common {
+    static RecordDescriptor custDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    static RecordDescriptor ordersDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer() });
+    static RecordDescriptor custOrderJoinDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer() });
+
+    static RecordDescriptor lineitemDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            FloatSerializerDeserializer.INSTANCE, FloatSerializerDeserializer.INSTANCE,
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+            new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() });
+
+    static IValueParserFactory[] lineitemParserFactories = new IValueParserFactory[] {
+            IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+            IntegerParserFactory.INSTANCE, IntegerParserFactory.INSTANCE,
+            IntegerParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
+            FloatParserFactory.INSTANCE, FloatParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE, };
+
+    static IValueParserFactory[] custParserFactories = new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE };
+    static IValueParserFactory[] orderParserFactories = new IValueParserFactory[] { UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE,
+            UTF8StringParserFactory.INSTANCE, UTF8StringParserFactory.INSTANCE };
+
+    static FileSplit[] parseFileSplits(String fileSplits) {
+        String[] splits = fileSplits.split(",");
+        FileSplit[] fSplits = new FileSplit[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            String s = splits[i].trim();
+            int idx = s.indexOf(':');
+            if (idx < 0) {
+                throw new IllegalArgumentException("File split " + s + " not well formed");
+            }
+            fSplits[i] = new FileSplit(s.substring(0, idx), new FileReference(new File(s.substring(idx + 1))));
+        }
+        return fSplits;
+    }
+
+    static FileSplit[] parseFileSplits(String fileSplits, int count) {
+        String[] splits = fileSplits.split(",");
+        FileSplit[] fSplits = new FileSplit[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            String s = splits[i].trim();
+            int idx = s.indexOf(':');
+            if (idx < 0) {
+                throw new IllegalArgumentException("File split " + s + " not well formed");
+            }
+            fSplits[i] = new FileSplit(s.substring(0, idx), new FileReference(new File(s.substring(idx + 1) + "_"
+                    + count)));
+        }
+        return fSplits;
+    }
+
+    static void createPartitionConstraint(JobSpecification spec, IOperatorDescriptor op, FileSplit[] splits) {
+        String[] parts = new String[splits.length];
+        for (int i = 0; i < splits.length; ++i) {
+            parts[i] = splits[i].getNodeName();
+        }
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(spec, op, parts);
+    }
+}
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Groupby.java b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Groupby.java
new file mode 100644
index 0000000..2ef5835
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Groupby.java
@@ -0,0 +1,207 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.tpch.client;
+
+import static org.apache.hyracks.examples.tpch.client.Common.createPartitionConstraint;
+import static org.apache.hyracks.examples.tpch.client.Common.lineitemDesc;
+import static org.apache.hyracks.examples.tpch.client.Common.lineitemParserFactories;
+import static org.apache.hyracks.examples.tpch.client.Common.parseFileSplits;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.MurmurHash3BinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.IntegerNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.FrameFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.CountFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.sort.SortGroupByOperatorDescriptor;
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+/**
+ * The application client for the performance tests of the groupby
+ * operator.
+ */
+public class Groupby {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)")
+        public int port = 1098;
+
+        @Option(name = "-infile-splits", usage = "Comma separated list of file-splits for the input. A file-split is <node-name>:<path>", required = true)
+        public String inFileSplits;
+
+        @Option(name = "-outfile-splits", usage = "Comma separated list of file-splits for the output", required = true)
+        public String outFileSplits;
+
+        @Option(name = "-input-tuples", usage = "Hash table size ", required = true)
+        public int htSize;
+
+        @Option(name = "-input-size", usage = "Physical file size in bytes ", required = true)
+        public long fileSize;
+
+        @Option(name = "-frame-size", usage = "Frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+
+        @Option(name = "-frame-limit", usage = "memory limit for sorting (default: 4)", required = false)
+        public int frameLimit = 4;
+
+        @Option(name = "-out-plain", usage = "Whether to output plain text (default: true)", required = false)
+        public boolean outPlain = true;
+
+        @Option(name = "-algo", usage = "The algorithm to be used: hash|sort", required = true)
+        public String algo = "hash";
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        if (args.length == 0) {
+            parser.printUsage(System.err);
+            return;
+        }
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job;
+
+        long start = System.currentTimeMillis();
+        job = createJob(parseFileSplits(options.inFileSplits), parseFileSplits(options.outFileSplits), options.htSize,
+                options.fileSize, options.frameLimit, options.frameSize, options.algo, options.outPlain);
+        if (job != null) {
+            System.out.print("CreateJobTime:" + (System.currentTimeMillis() - start));
+            start = System.currentTimeMillis();
+            JobId jobId = hcc.startJob(job);
+            hcc.waitForCompletion(jobId);
+            System.out.println("JobExecuteTime:" + (System.currentTimeMillis() - start));
+        }
+    }
+
+    private static JobSpecification createJob(FileSplit[] inSplits, FileSplit[] outSplits, int htSize, long fileSize,
+            int frameLimit, int frameSize, String alg, boolean outPlain) {
+        JobSpecification spec = new JobSpecification(frameSize);
+        IFileSplitProvider splitsProvider = new ConstantFileSplitProvider(inSplits);
+
+        FileScanOperatorDescriptor fileScanner = new FileScanOperatorDescriptor(spec, splitsProvider,
+                new DelimitedDataTupleParserFactory(lineitemParserFactories, '|'), lineitemDesc);
+
+        createPartitionConstraint(spec, fileScanner, inSplits);
+
+        // Output: each unique string with an integer count
+        RecordDescriptor outDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                        // IntegerSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE });
+
+        // Specify the grouping key, which will be the string extracted during
+        // the scan.
+        int[] keys = new int[] { 0,
+                // 1
+        };
+
+        AbstractOperatorDescriptor grouper;
+
+        if (alg.equalsIgnoreCase("hash")) {// external hash graph
+            grouper = new ExternalGroupOperatorDescriptor(spec, htSize, fileSize, keys, frameLimit,
+                    new IBinaryComparatorFactory[] {
+                            // PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY),
+                            PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                    new IntegerNormalizedKeyComputerFactory(),
+                    new MultiFieldsAggregatorFactory(
+                            new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(false) }),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(keys.length, false) }),
+                    outDesc, outDesc, new HashSpillableTableFactory(
+                            new IBinaryHashFunctionFamily[] { MurmurHash3BinaryHashFunctionFamily.INSTANCE }));
+
+            createPartitionConstraint(spec, grouper, outSplits);
+        } else if (alg.equalsIgnoreCase("sort")) {
+            grouper = new SortGroupByOperatorDescriptor(spec, frameLimit, keys, keys,
+                    new IntegerNormalizedKeyComputerFactory(),
+                    new IBinaryComparatorFactory[] {
+                            // PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY),
+                            PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) },
+                    new MultiFieldsAggregatorFactory(
+                            new IFieldAggregateDescriptorFactory[] { new CountFieldAggregatorFactory(true) }),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(keys.length, true) }),
+                    outDesc, outDesc, false);
+
+            createPartitionConstraint(spec, grouper, outSplits);
+        } else {
+            System.err.println("unknow groupby alg:" + alg);
+            return null;
+        }
+        // Connect scanner with the grouper
+        IConnectorDescriptor scanGroupConnDef2 = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(keys,
+                        new IBinaryHashFunctionFactory[] {
+                                // PointableBinaryHashFunctionFactory.of(IntegerPointable.FACTORY),
+                                PointableBinaryHashFunctionFactory.of(IntegerPointable.FACTORY) }));
+        spec.connect(scanGroupConnDef2, fileScanner, 0, grouper, 0);
+
+        IFileSplitProvider outSplitProvider = new ConstantFileSplitProvider(outSplits);
+
+        AbstractSingleActivityOperatorDescriptor writer;
+
+        if (outPlain)
+            writer = new PlainFileWriterOperatorDescriptor(spec, outSplitProvider, "|");
+        else
+            writer = new FrameFileWriterOperatorDescriptor(spec, outSplitProvider);
+
+        createPartitionConstraint(spec, writer, outSplits);
+
+        IConnectorDescriptor groupOutConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(groupOutConn, grouper, 0, writer, 0);
+
+        spec.addRoot(writer);
+        return spec;
+    }
+
+}
\ No newline at end of file
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java
new file mode 100644
index 0000000..507e1c7
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Join.java
@@ -0,0 +1,266 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.examples.tpch.client;
+
+import static org.apache.hyracks.examples.tpch.client.Common.createPartitionConstraint;
+import static org.apache.hyracks.examples.tpch.client.Common.custParserFactories;
+import static org.apache.hyracks.examples.tpch.client.Common.orderParserFactories;
+import static org.apache.hyracks.examples.tpch.client.Common.parseFileSplits;
+
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.IConnectorDescriptor;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFamily;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.accessors.UTF8StringBinaryHashFunctionFamily;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.group.HashSpillableTableFactory;
+import org.apache.hyracks.dataflow.std.group.IFieldAggregateDescriptorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.FloatSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.IntSumFieldAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.aggregators.MultiFieldsAggregatorFactory;
+import org.apache.hyracks.dataflow.std.group.external.ExternalGroupOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.GraceHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.InMemoryHashJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.JoinComparatorFactory;
+import org.apache.hyracks.dataflow.std.join.NestedLoopJoinOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.join.OptimizedHybridHashJoinOperatorDescriptor;
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+public class Join {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)", required = false)
+        public int port = 1098;
+
+        @Option(name = "-infile-customer-splits", usage = "Comma separated list of file-splits for the CUSTOMER input. A file-split is <node-name>:<path>", required = true)
+        public String inFileCustomerSplits;
+
+        @Option(name = "-infile-order-splits", usage = "Comma separated list of file-splits for the ORDER input. A file-split is <node-name>:<path>", required = true)
+        public String inFileOrderSplits;
+
+        @Option(name = "-outfile-splits", usage = "Comma separated list of file-splits for the output", required = true)
+        public String outFileSplits;
+
+        @Option(name = "-num-join-partitions", usage = "Number of Join partitions to use (default: 1)", required = false)
+        public int numJoinPartitions = 1;
+
+        @Option(name = "-profile", usage = "Enable/Disable profiling. (default: enabled)")
+        public boolean profile = true;
+
+        @Option(name = "-table-size", usage = "Table size for in-memory hash join. (default: 8191)", required = false)
+        public int tableSize = 8191;
+
+        @Option(name = "-algo", usage = "Join types:InMem|NestedLoop|Hybrid|Grace", required = true)
+        public String algo;
+
+        // For grace/hybrid hash join only
+        @Option(name = "-mem-size", usage = "Memory size for hash join", required = true)
+        public int memSize;
+
+        @Option(name = "-input-size", usage = "Input size of the hybrid hash join", required = false)
+        public int graceInputSize = 100000;
+
+        @Option(name = "-records-per-frame", usage = "Records per frame for hybrid hash join", required = false)
+        public int graceRecordsPerFrame = 200;
+
+        @Option(name = "-grace-factor", usage = "Factor of the grace/hybrid hash join, (default:1.2)", required = false)
+        public double graceFactor = 1.2;
+
+        // Whether group-by is processed after the join
+        @Option(name = "-has-groupby", usage = "Whether to have group-by operation after join (default: disabled)", required = false)
+        public boolean hasGroupBy = false;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        if (args.length == 0) {
+            parser.printUsage(System.err);
+            return;
+        }
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(parseFileSplits(options.inFileCustomerSplits),
+                parseFileSplits(options.inFileOrderSplits), parseFileSplits(options.outFileSplits),
+                options.numJoinPartitions, options.algo, options.graceInputSize, options.graceRecordsPerFrame,
+                options.graceFactor, options.memSize, options.tableSize, options.hasGroupBy, options.frameSize);
+        if (job == null) {
+            return;
+        }
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job,
+                options.profile ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println(start + " " + end + " " + (end - start));
+    }
+
+    private static JobSpecification createJob(FileSplit[] customerSplits, FileSplit[] orderSplits,
+            FileSplit[] resultSplits, int numJoinPartitions, String algo, int graceInputSize, int graceRecordsPerFrame,
+            double graceFactor, int memSize, int tableSize, boolean hasGroupBy, int frameSize)
+                    throws HyracksDataException {
+        JobSpecification spec = new JobSpecification(frameSize);
+
+        IFileSplitProvider custSplitsProvider = new ConstantFileSplitProvider(customerSplits);
+        long custFileSize = 0;
+        for (int i = 0; i < customerSplits.length; i++) {
+            custFileSize += customerSplits[i].getLocalFile().getFile().length();
+        }
+
+        IFileSplitProvider ordersSplitsProvider = new ConstantFileSplitProvider(orderSplits);
+        long orderFileSize = 0;
+        for (int i = 0; i < orderSplits.length; i++) {
+            orderFileSize += orderSplits[i].getLocalFile().getFile().length();
+        }
+
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitsProvider,
+                new DelimitedDataTupleParserFactory(orderParserFactories, '|'), Common.ordersDesc);
+        createPartitionConstraint(spec, ordScanner, orderSplits);
+
+        FileScanOperatorDescriptor custScanner = new FileScanOperatorDescriptor(spec, custSplitsProvider,
+                new DelimitedDataTupleParserFactory(custParserFactories, '|'), Common.custDesc);
+        createPartitionConstraint(spec, custScanner, customerSplits);
+
+        IOperatorDescriptor join;
+
+        if ("nestedloop".equalsIgnoreCase(algo)) {
+            join = new NestedLoopJoinOperatorDescriptor(spec,
+                    new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 0, 1),
+                    Common.custOrderJoinDesc, memSize, false, null);
+
+        } else if ("inmem".equalsIgnoreCase(algo)) {
+            join = new InMemoryHashJoinOperatorDescriptor(spec, new int[] { 0 }, new int[] { 1 },
+                    new IBinaryHashFunctionFactory[] {
+                            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    Common.custOrderJoinDesc, tableSize, null);
+
+        } else if ("hybrid".equalsIgnoreCase(algo)) {
+            join = new OptimizedHybridHashJoinOperatorDescriptor(spec, memSize, graceInputSize, graceFactor,
+                    new int[] { 0 }, new int[] { 1 },
+                    new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE },
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    Common.custOrderJoinDesc,
+                    new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 0, 1),
+                    new JoinComparatorFactory(PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY), 1, 0),
+                    null);
+
+        } else if ("grace".equalsIgnoreCase(algo)) {
+            join = new GraceHashJoinOperatorDescriptor(spec, memSize, graceInputSize, graceRecordsPerFrame, graceFactor,
+                    new int[] { 0 }, new int[] { 1 },
+                    new IBinaryHashFunctionFactory[] {
+                            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) },
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    Common.custOrderJoinDesc, null);
+
+        } else {
+            System.err.println("unknown algorithm:" + algo);
+            return null;
+        }
+
+        PartitionConstraintHelper.addPartitionCountConstraint(spec, join, numJoinPartitions);
+
+        IConnectorDescriptor ordJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 1 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(ordJoinConn, ordScanner, 0, join, 1);
+
+        IConnectorDescriptor custJoinConn = new MToNPartitioningConnectorDescriptor(spec,
+                new FieldHashPartitionComputerFactory(new int[] { 0 }, new IBinaryHashFunctionFactory[] {
+                        PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+        spec.connect(custJoinConn, custScanner, 0, join, 0);
+
+        IOperatorDescriptor endingOp = join;
+
+        if (hasGroupBy) {
+
+            RecordDescriptor groupResultDesc = new RecordDescriptor(new ISerializerDeserializer[] {
+                    new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE });
+
+            ExternalGroupOperatorDescriptor gby = new ExternalGroupOperatorDescriptor(spec, tableSize,
+                    custFileSize + orderFileSize, new int[] { 6 }, memSize,
+                    new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) },
+                    new UTF8StringNormalizedKeyComputerFactory(),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(3, false),
+                            new FloatSumFieldAggregatorFactory(5, false) }),
+                    new MultiFieldsAggregatorFactory(new IFieldAggregateDescriptorFactory[] {
+                            new IntSumFieldAggregatorFactory(1, false), new IntSumFieldAggregatorFactory(2, false),
+                            new FloatSumFieldAggregatorFactory(3, false) }),
+                    groupResultDesc, groupResultDesc, new HashSpillableTableFactory(
+                            new IBinaryHashFunctionFamily[] { UTF8StringBinaryHashFunctionFamily.INSTANCE }));
+
+            createPartitionConstraint(spec, gby, resultSplits);
+
+            IConnectorDescriptor joinGroupConn = new MToNPartitioningConnectorDescriptor(spec,
+                    new FieldHashPartitionComputerFactory(new int[] { 6 }, new IBinaryHashFunctionFactory[] {
+                            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) }));
+            spec.connect(joinGroupConn, join, 0, gby, 0);
+
+            endingOp = gby;
+        }
+
+        IFileSplitProvider outSplitProvider = new ConstantFileSplitProvider(resultSplits);
+        //FrameFileWriterOperatorDescriptor writer = new FrameFileWriterOperatorDescriptor(spec, outSplitProvider);
+        IOperatorDescriptor writer = new PlainFileWriterOperatorDescriptor(spec, outSplitProvider, "|");
+
+        createPartitionConstraint(spec, writer, resultSplits);
+
+        IConnectorDescriptor endingPrinterConn = new OneToOneConnectorDescriptor(spec);
+        spec.connect(endingPrinterConn, endingOp, 0, writer, 0);
+
+        spec.addRoot(writer);
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Sort.java b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Sort.java
new file mode 100644
index 0000000..28e6dd9
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchclient/src/main/java/org/apache/hyracks/examples/tpch/client/Sort.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.examples.tpch.client;
+
+import static org.apache.hyracks.examples.tpch.client.Common.createPartitionConstraint;
+import static org.apache.hyracks.examples.tpch.client.Common.orderParserFactories;
+import static org.apache.hyracks.examples.tpch.client.Common.ordersDesc;
+import static org.apache.hyracks.examples.tpch.client.Common.parseFileSplits;
+
+import java.util.EnumSet;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.dataflow.IOperatorDescriptor;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.accessors.PointableBinaryHashFunctionFactory;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.data.normalizers.UTF8StringNormalizedKeyComputerFactory;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.buffermanager.EnumFreeSlotPolicy;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.file.ConstantFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.DelimitedDataTupleParserFactory;
+import org.apache.hyracks.dataflow.std.file.FileScanOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.FileSplit;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.AbstractSorterOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.Algorithm;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.TopKSorterOperatorDescriptor;
+
+public class Sort {
+    private static class Options {
+        @Option(name = "-host", usage = "Hyracks Cluster Controller Host name", required = true)
+        public String host;
+
+        @Option(name = "-port", usage = "Hyracks Cluster Controller Port (default: 1098)", required = false)
+        public int port = 1098;
+
+        @Option(name = "-frame-size", usage = "Hyracks frame size (default: 32768)", required = false)
+        public int frameSize = 32768;
+
+        @Option(name = "-frame-limit", usage = "memory limit for sorting (default: 4)", required = false)
+        public int frameLimit = 4;
+
+        @Option(name = "-infile-splits", usage = "Comma separated list of file-splits for the ORDER input. A file-split is <node-name>:<path>", required = true)
+        public String inFileOrderSplits;
+
+        @Option(name = "-outfile-splits", usage = "Comma separated list of file-splits for the output", required = true)
+        public String outFileSplits;
+
+        @Option(name = "-membuffer-alg", usage = "bestfit or lastfit (default: lastfit)", required = false)
+        public String memBufferAlg = "lastfit";
+
+        @Option(name = "-profile", usage = "Enable/Disable profiling. (default: enabled)")
+        public boolean profile = true;
+
+        @Option(name = "-topK", usage = "only output topK for each node. (default: not set)")
+        public int topK = Integer.MAX_VALUE;
+
+        @Option(name = "-heapSort", usage = "using heap sort for topK result. (default: false)")
+        public boolean usingHeapSorter = false;
+    }
+
+    static int[] SortFields = new int[] { 1, 0 };
+    static IBinaryComparatorFactory[] SortFieldsComparatorFactories = new IBinaryComparatorFactory[] {
+            PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY),
+            PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY) };
+
+    static IBinaryHashFunctionFactory[] orderBinaryHashFunctionFactories = new IBinaryHashFunctionFactory[] {
+            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY),
+            PointableBinaryHashFunctionFactory.of(UTF8StringPointable.FACTORY) };
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        if (args.length == 0) {
+            parser.printUsage(System.err);
+            return;
+        }
+        parser.parseArgument(args);
+
+        IHyracksClientConnection hcc = new HyracksConnection(options.host, options.port);
+
+        JobSpecification job = createJob(parseFileSplits(options.inFileOrderSplits),
+                parseFileSplits(options.outFileSplits),
+                options.memBufferAlg, options.frameLimit, options.frameSize, options.topK, options.usingHeapSorter);
+
+        long start = System.currentTimeMillis();
+        JobId jobId = hcc.startJob(job,
+                options.profile ? EnumSet.of(JobFlag.PROFILE_RUNTIME) : EnumSet.noneOf(JobFlag.class));
+        hcc.waitForCompletion(jobId);
+        long end = System.currentTimeMillis();
+        System.err.println("finished in:" + (end - start) + "ms");
+    }
+
+    private static JobSpecification createJob(FileSplit[] ordersSplits, FileSplit[] outputSplit, String memBufferAlg,
+            int frameLimit, int frameSize, int limit, boolean usingHeapSorter) {
+        JobSpecification spec = new JobSpecification();
+
+        spec.setFrameSize(frameSize);
+        IFileSplitProvider ordersSplitProvider = new ConstantFileSplitProvider(ordersSplits);
+        FileScanOperatorDescriptor ordScanner = new FileScanOperatorDescriptor(spec, ordersSplitProvider,
+                new DelimitedDataTupleParserFactory(orderParserFactories, '|'), ordersDesc);
+        createPartitionConstraint(spec, ordScanner, ordersSplits);
+        AbstractSorterOperatorDescriptor sorter;
+        if (usingHeapSorter && limit < Integer.MAX_VALUE) {
+            sorter = new TopKSorterOperatorDescriptor(spec, frameLimit, limit, SortFields, null,
+                    SortFieldsComparatorFactories, ordersDesc);
+        } else {
+            if (memBufferAlg.equalsIgnoreCase("bestfit")) {
+                sorter = new ExternalSortOperatorDescriptor(spec, frameLimit, SortFields,
+                        null, SortFieldsComparatorFactories, ordersDesc, Algorithm.MERGE_SORT,
+                        EnumFreeSlotPolicy.SMALLEST_FIT, limit);
+            } else if (memBufferAlg.equalsIgnoreCase("biggestfit")) {
+                sorter = new ExternalSortOperatorDescriptor(spec, frameLimit, SortFields, null,
+                        SortFieldsComparatorFactories, ordersDesc, Algorithm.MERGE_SORT, EnumFreeSlotPolicy.BIGGEST_FIT,
+                        limit);
+            } else {
+                sorter = new ExternalSortOperatorDescriptor(spec, frameLimit, SortFields, null,
+                        SortFieldsComparatorFactories, ordersDesc, Algorithm.MERGE_SORT, EnumFreeSlotPolicy.LAST_FIT,
+                        limit);
+
+            }
+        }
+        createPartitionConstraint(spec, sorter, ordersSplits);
+        IFileSplitProvider outputSplitProvider = new ConstantFileSplitProvider(outputSplit);
+        IOperatorDescriptor printer = new PlainFileWriterOperatorDescriptor(spec, outputSplitProvider, "|");
+        createPartitionConstraint(spec, printer, outputSplit);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), ordScanner, 0, sorter, 0);
+
+        spec.connect(
+                new MToNPartitioningMergingConnectorDescriptor(spec,
+                        new FieldHashPartitionComputerFactory(SortFields, orderBinaryHashFunctionFactories),
+                        SortFields, SortFieldsComparatorFactories, new UTF8StringNormalizedKeyComputerFactory()),
+                sorter, 0, printer, 0);
+
+        spec.addRoot(printer);
+        return spec;
+    }
+}
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml b/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
new file mode 100644
index 0000000..bc64c05
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/pom.xml
@@ -0,0 +1,101 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks.examples.tpch</groupId>
+  <artifactId>tpchserver</artifactId>
+  <name>tpchserver</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>tpch-example</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+    <dependency>
+        <groupId>org.apache.hyracks</groupId>
+        <artifactId>hyracks-dataflow-std</artifactId>
+        <version>0.2.18-SNAPSHOT</version>
+        <scope>compile</scope>
+    </dependency>
+    <dependency>
+    	<groupId>org.apache.hyracks</groupId>
+    	<artifactId>hyracks-data-std</artifactId>
+    	<version>0.2.18-SNAPSHOT</version>
+    </dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..8305c5a
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+      <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+ </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/LICENSE b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/LICENSE
new file mode 100644
index 0000000..21a4ecc
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/LICENSE
@@ -0,0 +1,667 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
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+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
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+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
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+          of the following places: within a NOTICE text file distributed
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+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+   ASTERIXDB COMPONENTS:
+
+   AsterixDB includes a number of subcomponents with separate copyright
+   notices and license terms. Your use of the source code for these
+   subcomponents is subject to the terms and condition of the following
+   licenses.
+
+
+   ===
+
+   Component(s):
+   - Java Servlet API (http://servlet-spec.java.net)
+     lib/javax.servlet-3.0.20100224.jar
+
+
+   are available under the CDDL 1.0
+   --
+      COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+
+      1. Definitions.
+
+      1.1. “Contributor” means each individual or entity that creates or contributes to the creation of Modifications.
+
+      1.2. “Contributor Version” means the combination of the Original Software, prior Modifications used by a Contributor (if any), and the Modifications made by that particular Contributor.
+
+      1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, or (c) the combination of files containing Original Software with files containing Modifications, in each case including portions thereof.
+
+      1.4. “Executable” means the Covered Software in any form other than Source Code.
+
+      1.5. “Initial Developer” means the individual or entity that first makes Original Software available under this License.
+
+      1.6. “Larger Work” means a work which combines Covered Software or portions thereof with code not governed by the terms of this License.
+
+      1.7. “License” means this document.
+
+      1.8. “Licensable” means having the right to grant, to the maximum extent possible, whether at the time of the initial grant or subsequently acquired, any and all of the rights conveyed herein.
+
+      1.9. “Modifications” means the Source Code and Executable form of any of the following:
+
+      A. Any file that results from an addition to, deletion from or modification of the contents of a file containing Original Software or previous Modifications;
+
+      B. Any new file that contains any part of the Original Software or previous Modification; or
+
+      C. Any new file that is contributed or otherwise made available under the terms of this License.
+
+      1.10. “Original Software” means the Source Code and Executable form of computer software code that is originally released under this License.
+
+      1.11. “Patent Claims” means any patent claim(s), now owned or hereafter acquired, including without limitation, method, process, and apparatus claims, in any patent Licensable by grantor.
+
+      1.12. “Source Code” means (a) the common form of computer software code in which modifications are made and (b) associated documentation included in or with such code.
+
+      1.13. “You” (or “Your”) means an individual or a legal entity exercising rights under, and complying with all of the terms of, this License. For legal entities, “You” includes any entity which controls, is controlled by, or is under common control with You. For purposes of this definition, “control” means (a) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (b) ownership of more than fifty percent (50%) of the outstanding shares or beneficial ownership of such entity.
+
+      2. License Grants.
+
+      2.1. The Initial Developer Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, the Initial Developer hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Initial Developer, to use, reproduce, modify, display, perform, sublicense and distribute the Original Software (or portions thereof), with or without Modifications, and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using or selling of Original Software, to make, have made, use, practice, sell, and offer for sale, and/or otherwise dispose of the Original Software (or portions thereof).
+
+      (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date Initial Developer first distributes or otherwise makes the Original Software available to a third party under the terms of this License.
+
+      (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) for code that You delete from the Original Software, or (2) for infringements caused by: (i) the modification of the Original Software, or (ii) the combination of the Original Software with other software or devices.
+
+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.11.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
+      1. DEFINITIONS
+
+      "Contribution" means:
+
+      a) in the case of the initial Contributor, the initial code and
+      documentation distributed under this Agreement, and
+
+      b) in the case of each subsequent Contributor:
+
+      i) changes to the Program, and
+
+      ii) additions to the Program;
+
+      where such changes and/or additions to the Program originate from and are
+      distributed by that particular Contributor. A Contribution 'originates' from a
+      Contributor if it was added to the Program by such Contributor itself or anyone
+      acting on such Contributor's behalf. Contributions do not include additions to
+      the Program which: (i) are separate modules of software distributed in
+      conjunction with the Program under their own license agreement, and (ii) are not
+      derivative works of the Program.
+
+      "Contributor" means any person or entity that distributes the Program.
+
+      "Licensed Patents " mean patent claims licensable by a Contributor which are
+      necessarily infringed by the use or sale of its Contribution alone or when
+      combined with the Program.
+
+      "Program" means the Contributions distributed in accordance with this Agreement.
+
+      "Recipient" means anyone who receives the Program under this Agreement,
+      including all Contributors.
+
+      2. GRANT OF RIGHTS
+
+      a) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free copyright license to
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+      distribute and sublicense the Contribution of such Contributor, if any, and such
+      derivative works, in source code and object code form.
+
+      b) Subject to the terms of this Agreement, each Contributor hereby grants
+      Recipient a non-exclusive, worldwide, royalty-free patent license under Licensed
+      Patents to make, use, sell, offer to sell, import and otherwise transfer the
+      Contribution of such Contributor, if any, in source code and object code form.
+      This patent license shall apply to the combination of the Contribution and the
+      Program if, at the time the Contribution is added by the Contributor, such
+      addition of the Contribution causes such combination to be covered by the
+      Licensed Patents. The patent license shall not apply to any other combinations
+      which include the Contribution. No hardware per se is licensed hereunder.
+
+      c) Recipient understands that although each Contributor grants the licenses
+      to its Contributions set forth herein, no assurances are provided by any
+      Contributor that the Program does not infringe the patent or other intellectual
+      property rights of any other entity. Each Contributor disclaims any liability to
+      Recipient for claims brought by any other entity based on infringement of
+      intellectual property rights or otherwise. As a condition to exercising the
+      rights and licenses granted hereunder, each Recipient hereby assumes sole
+      responsibility to secure any other intellectual property rights needed, if any.
+      For example, if a third party patent license is required to allow Recipient to
+      distribute the Program, it is Recipient's responsibility to acquire that license
+      before distributing the Program.
+
+      d) Each Contributor represents that to its knowledge it has sufficient
+      copyright rights in its Contribution, if any, to grant the copyright license set
+      forth in this Agreement.
+
+      3. REQUIREMENTS
+
+      A Contributor may choose to distribute the Program in object code form under its
+      own license agreement, provided that:
+
+      a) it complies with the terms and conditions of this Agreement; and
+
+      b) its license agreement:
+
+      i) effectively disclaims on behalf of all Contributors all warranties and
+      conditions, express and implied, including warranties or conditions of title and
+      non-infringement, and implied warranties or conditions of merchantability and
+      fitness for a particular purpose;
+
+      ii) effectively excludes on behalf of all Contributors all liability for
+      damages, including direct, indirect, special, incidental and consequential
+      damages, such as lost profits;
+
+      iii) states that any provisions which differ from this Agreement are offered
+      by that Contributor alone and not by any other party; and
+
+      iv) states that source code for the Program is available from such
+      Contributor, and informs licensees how to obtain it in a reasonable manner on or
+      through a medium customarily used for software exchange.
+
+      When the Program is made available in source code form:
+
+      a) it must be made available under this Agreement; and
+
+      b) a copy of this Agreement must be included with each copy of the Program.
+
+      Contributors may not remove or alter any copyright notices contained within the
+      Program.
+
+      Each Contributor must identify itself as the originator of its Contribution, if
+      any, in a manner that reasonably allows subsequent Recipients to identify the
+      originator of the Contribution.
+
+      4. COMMERCIAL DISTRIBUTION
+
+      Commercial distributors of software may accept certain responsibilities with
+      respect to end users, business partners and the like. While this license is
+      intended to facilitate the commercial use of the Program, the Contributor who
+      includes the Program in a commercial product offering should do so in a manner
+      which does not create potential liability for other Contributors. Therefore, if
+      a Contributor includes the Program in a commercial product offering, such
+      Contributor ("Commercial Contributor") hereby agrees to defend and indemnify
+      every other Contributor ("Indemnified Contributor") against any losses, damages
+      and costs (collectively "Losses") arising from claims, lawsuits and other legal
+      actions brought by a third party against the Indemnified Contributor to the
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+      connection with its distribution of the Program in a commercial product
+      offering. The obligations in this section do not apply to any claims or Losses
+      relating to any actual or alleged intellectual property infringement. In order
+      to qualify, an Indemnified Contributor must: a) promptly notify the Commercial
+      Contributor in writing of such claim, and b) allow the Commercial Contributor to
+      control, and cooperate with the Commercial Contributor in, the defense and any
+      related settlement negotiations. The Indemnified Contributor may participate in
+      any such claim at its own expense.
+
+      For example, a Contributor might include the Program in a commercial product
+      offering, Product X. That Contributor is then a Commercial Contributor. If that
+      Commercial Contributor then makes performance claims, or offers warranties
+      related to Product X, those performance claims and warranties are such
+      Commercial Contributor's responsibility alone. Under this section, the
+      Commercial Contributor would have to defend claims against the other
+      Contributors related to those performance claims and warranties, and if a court
+      requires any other Contributor to pay any damages as a result, the Commercial
+      Contributor must pay those damages.
+
+      5. NO WARRANTY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
+      "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER EXPRESS OR
+      IMPLIED INCLUDING, WITHOUT LIMITATION, ANY WARRANTIES OR CONDITIONS OF TITLE,
+      NON-INFRINGEMENT, MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. Each
+      Recipient is solely responsible for determining the appropriateness of using and
+      distributing the Program and assumes all risks associated with its exercise of
+      rights under this Agreement, including but not limited to the risks and costs of
+      program errors, compliance with applicable laws, damage to or loss of data,
+      programs or equipment, and unavailability or interruption of operations.
+
+      6. DISCLAIMER OF LIABILITY
+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, NEITHER RECIPIENT NOR ANY
+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+      SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING WITHOUT LIMITATION LOST
+      PROFITS), HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
+      STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+      OUT OF THE USE OR DISTRIBUTION OF THE PROGRAM OR THE EXERCISE OF ANY RIGHTS
+      GRANTED HEREUNDER, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+      7. GENERAL
+
+      If any provision of this Agreement is invalid or unenforceable under applicable
+      law, it shall not affect the validity or enforceability of the remainder of the
+      terms of this Agreement, and without further action by the parties hereto, such
+      provision shall be reformed to the minimum extent necessary to make such
+      provision valid and enforceable.
+
+      If Recipient institutes patent litigation against a Contributor with respect to
+      a patent applicable to software (including a cross-claim or counterclaim in a
+      lawsuit), then any patent licenses granted by that Contributor to such Recipient
+      under this Agreement shall terminate as of the date such litigation is filed. In
+      addition, if Recipient institutes patent litigation against any entity
+      (including a cross-claim or counterclaim in a lawsuit) alleging that the Program
+      itself (excluding combinations of the Program with other software or hardware)
+      infringes such Recipient's patent(s), then such Recipient's rights granted under
+      Section 2(b) shall terminate as of the date such litigation is filed.
+
+      All Recipient's rights under this Agreement shall terminate if it fails to
+      comply with any of the material terms or conditions of this Agreement and does
+      not cure such failure in a reasonable period of time after becoming aware of
+      such noncompliance. If all Recipient's rights under this Agreement terminate,
+      Recipient agrees to cease use and distribution of the Program as soon as
+      reasonably practicable. However, Recipient's obligations under this Agreement
+      and any licenses granted by Recipient relating to the Program shall continue and
+      survive.
+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
+      modified in the following manner. The Agreement Steward reserves the right to
+      publish new versions (including revisions) of this Agreement from time to time.
+      No one other than the Agreement Steward has the right to modify this Agreement.
+      IBM is the initial Agreement Steward. IBM may assign the responsibility to serve
+      as the Agreement Steward to a suitable separate entity. Each new version of the
+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
diff --git a/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/NOTICE b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/NOTICE
new file mode 100644
index 0000000..8bceca5
--- /dev/null
+++ b/hyracks/hyracks-examples/tpch-example/tpchserver/src/main/licenses/NOTICE
@@ -0,0 +1,72 @@
+Apache AsterixDB Hyracks TPC-H Example Server
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/wicket-core-1.5.2.jar
+   Apache Wicket
+   Copyright 2006-2011 Apache Software Foundation
+
+   This product includes software from QOS.ch (http://slf4j.org) licensed under the X11 license
+   Copyright (c) 2004-2008 QOS.ch
+
+   Contains Diff library from Mavens JRCS, released under
+   The Apache Software License, Version 1.1.
+   (c) 1999-2003
+
+   org.apache.wicket.markup.html.form.upload.MultiFileUploadField.js is taken from [1]
+   and has the following notice:
+      "Licence:
+       Use this however/wherever you like, just don't blame me if it breaks
+       anything.
+
+       Credit:
+       If you're nice, you'll leave this bit:
+
+       Class by Stickman -- http://www.the-stickman.com
+       with thanks to:
+       [for Safari fixes]
+          Luis Torrefranca -- http://www.law.pitt.edu
+          and
+          Shawn Parker & John Pennypacker -- http://www.fuzzycoconut.com
+       [for duplicate name bug]
+          'neal'"
+   [1]: http://the-stickman.com/web-development/javascript/upload-multiple-files-with-a-single-file-element/
+ - lib/wicket-request-1.5.2.jar
+
+    Wicket Request
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/wicket-util-1.5.2.jar
+
+    Wicket Util
+    Copyright 2006-2011 Apache Software Foundation
+
+- lib/commons-logging-1.1.1.jar
+
+    Commons Logging
+    Copyright 2001-2007 The Apache Software Foundation
+
+- lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
+
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/pom.xml
new file mode 100644
index 0000000..4804393
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/pom.xml
@@ -0,0 +1,100 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-1.x</artifactId>
+	<name>hyracks-hdfs-1.x</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>org.apache.hyracks</groupId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+	<properties>
+			<root.dir>${basedir}/../../..</root.dir>
+	</properties>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+			</activation>
+			<id>hadoop-0.20.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-core</artifactId>
+					<version>0.20.2</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-test</artifactId>
+					<version>0.20.2</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>1.0.4</value>
+				</property>
+			</activation>
+			<id>hadoop-1.0.4</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-core</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-test</artifactId>
+					<version>1.0.4</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java
new file mode 100644
index 0000000..2dbcf83
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.JobID;
+import org.apache.hadoop.mapreduce.Mapper;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The wrapper to generate TaskTattemptContext
+ */
+public class ContextFactory {
+
+    @SuppressWarnings({ "unchecked", "rawtypes" })
+    public TaskAttemptContext createContext(Configuration conf, TaskAttemptID tid) throws HyracksDataException {
+        try {
+            return new Mapper().new Context(conf, tid, null, null, null, null, null);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public TaskAttemptContext createContext(Configuration conf, int partition) throws HyracksDataException {
+        try {
+            TaskAttemptID tid = new TaskAttemptID("", 0, true, partition, 0);
+            return new TaskAttemptContext(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public JobContext createJobContext(Configuration conf) {
+        return new JobContext(conf, new JobID("0", 0));
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java
new file mode 100644
index 0000000..33a2e68
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-1.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class MiniDFSClusterFactory {
+
+    public MiniDFSCluster getMiniDFSCluster(Configuration conf, int numberOfNC) throws HyracksDataException {
+        try {
+            return new MiniDFSCluster(conf, numberOfNC, true, null);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/pom.xml
new file mode 100644
index 0000000..9d93aac
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/pom.xml
@@ -0,0 +1,244 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-2.x</artifactId>
+	<name>hyracks-hdfs-2.x</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>org.apache.hyracks</groupId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+	<properties>
+			<root.dir>${basedir}/../../..</root.dir>
+	</properties>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>2.2.0</value>
+				</property>
+			</activation>
+			<id>hadoop-2.2.0</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.1</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<id>hadoop-0.23.6</id>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.6</value>
+				</property>
+			</activation>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>0.23.6</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.2</value>
+				</property>
+			</activation>
+			<id>cdh-4.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>2.0.0-cdh4.2.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.1</value>
+				</property>
+			</activation>
+			<id>cdh-4.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-common</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-mapreduce-client-core</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-hdfs</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+				<dependency>
+					<groupId>org.apache.hadoop</groupId>
+					<artifactId>hadoop-minicluster</artifactId>
+					<version>2.0.0-cdh4.1.0</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+	</dependencies>
+
+	<repositories>
+		<repository>
+			<id>cloudera</id>
+			<url>https://repository.cloudera.com/artifactory/cloudera-repos/</url>
+		</repository>
+	</repositories>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java
new file mode 100644
index 0000000..dc6ca4e
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/ContextFactory.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.mapreduce.JobContext;
+import org.apache.hadoop.mapreduce.JobID;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.TaskAttemptID;
+import org.apache.hadoop.mapreduce.TaskType;
+import org.apache.hadoop.mapreduce.task.JobContextImpl;
+import org.apache.hadoop.mapreduce.task.TaskAttemptContextImpl;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * The wrapper to generate TaskTattemptContext
+ */
+public class ContextFactory {
+
+    public TaskAttemptContext createContext(Configuration conf, TaskAttemptID tid) throws HyracksDataException {
+        try {
+            return new TaskAttemptContextImpl(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public TaskAttemptContext createContext(Configuration conf, int partition) throws HyracksDataException {
+        try {
+            TaskAttemptID tid = new TaskAttemptID("", 0, TaskType.REDUCE, partition, 0);
+            return new TaskAttemptContextImpl(conf, tid);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public JobContext createJobContext(Configuration conf) {
+        return new JobContextImpl(conf, new JobID("0", 0));
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java
new file mode 100644
index 0000000..eee8960
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-2.x/src/main/java/org/apache/hyracks/hdfs/MiniDFSClusterFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class MiniDFSClusterFactory {
+
+    public MiniDFSCluster getMiniDFSCluster(Configuration conf, int numberOfNC) throws HyracksDataException {
+        try {
+            MiniDFSCluster.Builder builder = new MiniDFSCluster.Builder(conf);
+            builder.numDataNodes(numberOfNC);
+            MiniDFSCluster dfsCluster = builder.build();
+            return dfsCluster;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml
new file mode 100644
index 0000000..cbda6f5
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/pom.xml
@@ -0,0 +1,240 @@
+<?xml version="1.0"?>
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-hdfs-core</artifactId>
+	<name>hyracks-hdfs-core</name>
+	<parent>
+		<artifactId>hyracks-hdfs</artifactId>
+		<groupId>org.apache.hyracks</groupId>
+		<version>0.2.18-SNAPSHOT</version>
+	</parent>
+	<properties>
+			<root.dir>${basedir}/../../..</root.dir>
+	</properties>
+	<build>
+		<plugins>
+			<plugin>
+				<artifactId>maven-clean-plugin</artifactId>
+				<version>2.5</version>
+				<configuration>
+					<filesets>
+						<fileset>
+							<directory>.</directory>
+							<includes>
+								<include>edu*</include>
+								<include>actual*</include>
+								<include>build*</include>
+								<include>expect*</include>
+								<include>ClusterController*</include>
+								<include>edu.uci.*</include>
+							</includes>
+						</fileset>
+					</filesets>
+				</configuration>
+			</plugin>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-jar-plugin</artifactId>
+				<version>2.2</version>
+				<executions>
+					<execution>
+						<goals>
+							<goal>test-jar</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+
+	<profiles>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+			</activation>
+			<id>hadoop-0.20.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-1.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>1.0.4</value>
+				</property>
+			</activation>
+			<id>hadoop-1.0.4</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-1.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+
+		<profile>
+			<activation>
+				<activeByDefault>true</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>2.2.0</value>
+				</property>
+			</activation>
+			<id>hadoop-2.2.0</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-2.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.1</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-2.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>0.23.6</value>
+				</property>
+			</activation>
+			<id>hadoop-0.23.6</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-2.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.1</value>
+				</property>
+			</activation>
+			<id>cdh-4.1</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-2.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+		<profile>
+			<activation>
+				<activeByDefault>false</activeByDefault>
+				<property>
+					<name>hadoop</name>
+					<value>cdh-4.2</value>
+				</property>
+			</activation>
+			<id>cdh-4.2</id>
+			<dependencies>
+				<dependency>
+					<groupId>org.apache.hyracks</groupId>
+					<artifactId>hyracks-hdfs-2.x</artifactId>
+					<version>${project.version}</version>
+					<type>jar</type>
+					<scope>compile</scope>
+				</dependency>
+			</dependencies>
+		</profile>
+	</profiles>
+
+	<dependencies>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-api</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-dataflow-std</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-dataflow-common</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-cc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.hyracks</groupId>
+			<artifactId>hyracks-control-nc</artifactId>
+			<version>0.2.18-SNAPSHOT</version>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.commons</groupId>
+			<artifactId>commons-io</artifactId>
+			<version>1.3.2</version>
+			<scope>test</scope>
+		</dependency>
+	</dependencies>
+</project>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParser.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParser.java
new file mode 100644
index 0000000..0e2e8df
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParser.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.api;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSReadOperatorDescriptor.
+ *
+ * @param <K>
+ *            the key type
+ * @param <V>
+ *            the value type
+ */
+public interface IKeyValueParser<K, V> {
+
+    /**
+     * Initialize the key value parser.
+     *
+     * @param writer
+     *            The hyracks writer for outputting data.
+     * @throws HyracksDataException
+     */
+    public void open(IFrameWriter writer) throws HyracksDataException;
+
+    /**
+     * @param key
+     * @param value
+     * @param writer
+     * @param fileName
+     * @throws HyracksDataException
+     */
+    public void parse(K key, V value, IFrameWriter writer, String fileString) throws HyracksDataException;
+
+    /**
+     * Flush the residual tuples in the internal buffer to the writer.
+     * This method is called in the close() of HDFSReadOperatorDescriptor.
+     *
+     * @param writer
+     *            The hyracks writer for outputting data.
+     * @throws HyracksDataException
+     */
+    public void close(IFrameWriter writer) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParserFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParserFactory.java
new file mode 100644
index 0000000..1cde639
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/IKeyValueParserFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSReadOperatorDescriptor.
+ *
+ * @param <K>
+ *            the key type
+ * @param <V>
+ *            the value type
+ */
+public interface IKeyValueParserFactory<K, V> extends Serializable {
+
+    /**
+     * This method creates a key-value parser.
+     *
+     * @param ctx
+     *            the IHyracksTaskContext
+     * @return a key-value parser instance.
+     */
+    public IKeyValueParser<K, V> createKeyValueParser(IHyracksTaskContext ctx) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollection.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollection.java
new file mode 100644
index 0000000..fc66008
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollection.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.api;
+
+import org.apache.hadoop.mapred.InputSplit;
+
+@SuppressWarnings("deprecation")
+public interface INcCollection {
+
+    public String findNearestAvailableSlot(InputSplit split);
+
+    public int numAvailableSlots();
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollectionBuilder.java
new file mode 100644
index 0000000..9010378
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/INcCollectionBuilder.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.api;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+
+/**
+ * NC collections
+ *
+ * @author yingyib
+ */
+public interface INcCollectionBuilder {
+
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            Map<String, List<String>> ipToNcMapping, Map<String, Integer> ncNameToIndex, String[] NCs, int[] workloads,
+            int slotLimit);
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriter.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriter.java
new file mode 100644
index 0000000..f950750
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriter.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.api;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * Users need to implement this interface to use the HDFSWriteOperatorDescriptor.
+ */
+public interface ITupleWriter {
+
+    /**
+     * Initialize the the tuple writer.
+     *
+     * @param output
+     *            The channel for output data.
+     * @throws HyracksDataException
+     */
+    public void open(DataOutput output) throws HyracksDataException;
+
+    /**
+     * Write the tuple to the DataOutput.
+     *
+     * @param output
+     *            the DataOutput channel
+     * @param tuple
+     *            the tuple to write
+     * @throws HyracksDataException
+     */
+    public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * Close the writer.
+     *
+     * @param output
+     *            The channel for output data.
+     * @throws HyracksDataException
+     */
+    public void close(DataOutput output) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriterFactory.java
new file mode 100644
index 0000000..6d3a082
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/api/ITupleWriterFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Users need to implement this interface to use the HDFSWriteOperatorDescriptor.
+ */
+public interface ITupleWriterFactory extends Serializable {
+
+    /**
+     * @param ctx
+     *            the IHyracksTaskContext
+     * @return a tuple writer instance
+     */
+    public ITupleWriter getTupleWriter(IHyracksTaskContext ctx, int partition, int nPartition) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/ConfFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/ConfFactory.java
new file mode 100644
index 0000000..3840167
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/ConfFactory.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.Serializable;
+
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ConfFactory implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private byte[] confBytes;
+
+    public ConfFactory(JobConf conf) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            conf.write(dos);
+            confBytes = bos.toByteArray();
+            dos.close();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public synchronized JobConf getConf() throws HyracksDataException {
+        try {
+            JobConf conf = new JobConf();
+            DataInputStream dis = new DataInputStream(new ByteArrayInputStream(confBytes));
+            conf.readFields(dis);
+            dis.close();
+            return conf;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
new file mode 100644
index 0000000..7b80157
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSReadOperatorDescriptor.java
@@ -0,0 +1,153 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.dataflow;
+
+import java.util.Arrays;
+
+import org.apache.hadoop.mapred.InputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.RecordReader;
+import org.apache.hadoop.mapred.Reporter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.hdfs.api.IKeyValueParser;
+import org.apache.hyracks.hdfs.api.IKeyValueParserFactory;
+
+/**
+ * The HDFS file read operator using the Hadoop old API.
+ * To use this operator, a user need to provide an IKeyValueParserFactory implementation which convert
+ * key-value pairs into tuples.
+ */
+@SuppressWarnings({ "rawtypes" })
+public class HDFSReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private final ConfFactory confFactory;
+    private final InputSplitsFactory splitsFactory;
+    private final String[] scheduledLocations;
+    private final IKeyValueParserFactory tupleParserFactory;
+    private final boolean[] executed;
+
+    /**
+     * The constructor of HDFSReadOperatorDescriptor.
+     *
+     * @param spec
+     *            the JobSpecification object
+     * @param rd
+     *            the output record descriptor
+     * @param conf
+     *            the Hadoop JobConf object, which contains the input format and the input paths
+     * @param splits
+     *            the array of FileSplits (HDFS chunks).
+     * @param scheduledLocations
+     *            the node controller names to scan the FileSplits, which is an one-to-one mapping. The String array
+     *            is obtained from the edu.cui.ics.hyracks.hdfs.scheduler.Scheduler.getLocationConstraints(InputSplits[]).
+     * @param tupleParserFactory
+     *            the ITupleParserFactory implementation instance.
+     * @throws HyracksException
+     */
+    public HDFSReadOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, JobConf conf, InputSplit[] splits,
+            String[] scheduledLocations, IKeyValueParserFactory tupleParserFactory) throws HyracksException {
+        super(spec, 0, 1);
+        try {
+            this.splitsFactory = new InputSplitsFactory(splits);
+            this.confFactory = new ConfFactory(conf);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+        this.scheduledLocations = scheduledLocations;
+        this.executed = new boolean[scheduledLocations.length];
+        Arrays.fill(executed, false);
+        this.tupleParserFactory = tupleParserFactory;
+        this.recordDescriptors[0] = rd;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                    throws HyracksDataException {
+        final InputSplit[] inputSplits = splitsFactory.getSplits();
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            private String nodeName = ctx.getJobletContext().getApplicationContext().getNodeId();
+
+            @SuppressWarnings("unchecked")
+            @Override
+            public void initialize() throws HyracksDataException {
+                ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+                try {
+                    writer.open();
+                    Thread.currentThread().setContextClassLoader(ctx.getJobletContext().getClassLoader());
+                    JobConf conf = confFactory.getConf();
+                    conf.setClassLoader(ctx.getJobletContext().getClassLoader());
+                    IKeyValueParser parser = tupleParserFactory.createKeyValueParser(ctx);
+                    try {
+                        parser.open(writer);
+                        InputFormat inputFormat = conf.getInputFormat();
+                        for (int i = 0; i < inputSplits.length; i++) {
+                            /**
+                             * read all the partitions scheduled to the current node
+                             */
+                            if (scheduledLocations[i].equals(nodeName)) {
+                                /**
+                                 * pick an unread split to read
+                                 * synchronize among simultaneous partitions in the same machine
+                                 */
+                                synchronized (executed) {
+                                    if (executed[i] == false) {
+                                        executed[i] = true;
+                                    } else {
+                                        continue;
+                                    }
+                                }
+
+                                /**
+                                 * read the split
+                                 */
+                                RecordReader reader = inputFormat.getRecordReader(inputSplits[i], conf, Reporter.NULL);
+                                Object key = reader.createKey();
+                                Object value = reader.createValue();
+                                while (reader.next(key, value) == true) {
+                                    parser.parse(key, value, writer, inputSplits[i].toString());
+                                }
+                            }
+                        }
+                    } finally {
+                        parser.close(writer);
+                    }
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw new HyracksDataException(th);
+                } finally {
+                    writer.close();
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
new file mode 100644
index 0000000..e7a3111
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/HDFSWriteOperatorDescriptor.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.dataflow;
+
+import java.io.File;
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.JobConf;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.hdfs.api.ITupleWriter;
+import org.apache.hyracks.hdfs.api.ITupleWriterFactory;
+
+/**
+ * The HDFS file write operator using the Hadoop old API.
+ * To use this operator, a user need to provide an ITupleWriterFactory.
+ */
+@SuppressWarnings("deprecation")
+public class HDFSWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private ConfFactory confFactory;
+    private ITupleWriterFactory tupleWriterFactory;
+
+    /**
+     * The constructor of HDFSWriteOperatorDescriptor.
+     *
+     * @param spec
+     *            the JobSpecification object
+     * @param conf
+     *            the Hadoop JobConf which contains the output path
+     * @param tupleWriterFactory
+     *            the ITupleWriterFactory implementation object
+     * @throws HyracksException
+     */
+    public HDFSWriteOperatorDescriptor(JobSpecification spec, JobConf conf, ITupleWriterFactory tupleWriterFactory)
+            throws HyracksException {
+        super(spec, 1, 0);
+        this.confFactory = new ConfFactory(conf);
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+
+            private FSDataOutputStream dos;
+            private RecordDescriptor inputRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);;
+            private FrameTupleAccessor accessor = new FrameTupleAccessor(inputRd);
+            private FrameTupleReference tuple = new FrameTupleReference();
+            private ITupleWriter tupleWriter;
+            private ClassLoader ctxCL;
+
+            @Override
+            public void open() throws HyracksDataException {
+                ctxCL = Thread.currentThread().getContextClassLoader();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                JobConf conf = confFactory.getConf();
+                String outputDirPath = FileOutputFormat.getOutputPath(conf).toString();
+                String fileName = outputDirPath + File.separator + "part-" + partition;
+
+                tupleWriter = tupleWriterFactory.getTupleWriter(ctx, partition, nPartitions);
+                try {
+                    FileSystem dfs = FileSystem.get(conf);
+                    dos = dfs.create(new Path(fileName), true);
+                    tupleWriter.open(dos);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                accessor.reset(buffer);
+                int tupleCount = accessor.getTupleCount();
+                for (int i = 0; i < tupleCount; i++) {
+                    tuple.reset(accessor, i);
+                    tupleWriter.write(dos, tuple);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    tupleWriter.close(dos);
+                    dos.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/InputSplitsFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/InputSplitsFactory.java
new file mode 100644
index 0000000..927eb54
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/dataflow/InputSplitsFactory.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+import java.lang.reflect.Constructor;
+
+import org.apache.hadoop.mapred.FileSplit;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@SuppressWarnings({ "rawtypes" })
+public class InputSplitsFactory implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    private byte[] splitBytes;
+    private String splitClassName;
+
+    public InputSplitsFactory(InputSplit[] splits) throws HyracksDataException {
+        splitBytes = splitsToBytes(splits);
+        if (splits.length > 0) {
+            splitClassName = splits[0].getClass().getName();
+        } else {
+            splitClassName = FileSplit.class.getName();
+        }
+    }
+
+    public InputSplit[] getSplits() throws HyracksDataException {
+        return bytesToSplits(splitBytes);
+    }
+
+    /**
+     * Convert splits to bytes.
+     *
+     * @param splits
+     *            input splits
+     * @return bytes which serialize the splits
+     * @throws IOException
+     */
+    private byte[] splitsToBytes(InputSplit[] splits) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            dos.writeInt(splits.length);
+            for (int i = 0; i < splits.length; i++) {
+                splits[i].write(dos);
+            }
+            dos.close();
+            return bos.toByteArray();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * Covert bytes to splits.
+     *
+     * @param bytes
+     * @return
+     * @throws HyracksDataException
+     */
+    private InputSplit[] bytesToSplits(byte[] bytes) throws HyracksDataException {
+        try {
+            Class splitClass = Class.forName(splitClassName);
+            Constructor[] constructors = splitClass.getDeclaredConstructors();
+            Constructor defaultConstructor = null;
+            for (Constructor constructor : constructors) {
+                if (constructor.getParameterTypes().length == 0) {
+                    constructor.setAccessible(true);
+                    defaultConstructor = constructor;
+                }
+            }
+            ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
+            DataInputStream dis = new DataInputStream(bis);
+            int size = dis.readInt();
+            InputSplit[] splits = new InputSplit[size];
+            for (int i = 0; i < size; i++) {
+                splits[i] = (InputSplit) defaultConstructor.newInstance();
+                splits[i].readFields(dis);
+            }
+            dis.close();
+            return splits;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryComparatorFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryComparatorFactory.java
new file mode 100644
index 0000000..fa0ecbb
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryComparatorFactory.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.lib;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+public class RawBinaryComparatorFactory implements IBinaryComparatorFactory {
+
+    private static final long serialVersionUID = 1L;
+    public static IBinaryComparatorFactory INSTANCE = new RawBinaryComparatorFactory();
+
+    private RawBinaryComparatorFactory() {
+    }
+
+    @Override
+    public IBinaryComparator createBinaryComparator() {
+        return new IBinaryComparator() {
+
+            @Override
+            public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+                int commonLength = Math.min(l1, l2);
+                for (int i = 0; i < commonLength; i++) {
+                    if (b1[s1 + i] != b2[s2 + i]) {
+                        return b1[s1 + i] - b2[s2 + i];
+                    }
+                }
+                int difference = l1 - l2;
+                return difference == 0 ? 0 : (difference > 0 ? 1 : -1);
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java
new file mode 100644
index 0000000..047bbec
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/RawBinaryHashFunctionFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.lib;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunction;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+
+public class RawBinaryHashFunctionFactory implements IBinaryHashFunctionFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static IBinaryHashFunctionFactory INSTANCE = new RawBinaryHashFunctionFactory();
+
+    private RawBinaryHashFunctionFactory() {
+    }
+
+    @Override
+    public IBinaryHashFunction createBinaryHashFunction() {
+
+        return new IBinaryHashFunction() {
+            @Override
+            public int hash(byte[] bytes, int offset, int length) {
+                int value = 1;
+                int end = offset + length;
+                for (int i = offset; i < end; i++)
+                    value = value * 31 + (int) bytes[i];
+                return value;
+            }
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextKeyValueParserFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextKeyValueParserFactory.java
new file mode 100644
index 0000000..f6bf66c
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextKeyValueParserFactory.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.lib;
+
+import org.apache.hadoop.io.LongWritable;
+import org.apache.hadoop.io.Text;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.hdfs.api.IKeyValueParser;
+import org.apache.hyracks.hdfs.api.IKeyValueParserFactory;
+
+public class TextKeyValueParserFactory implements IKeyValueParserFactory<LongWritable, Text> {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IKeyValueParser<LongWritable, Text> createKeyValueParser(final IHyracksTaskContext ctx)
+            throws HyracksDataException {
+
+        final ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+        final FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+
+        return new IKeyValueParser<LongWritable, Text>() {
+
+            @Override
+            public void open(IFrameWriter writer) {
+
+            }
+
+            @Override
+            public void parse(LongWritable key, Text value, IFrameWriter writer, String fileString)
+                    throws HyracksDataException {
+                tb.reset();
+                tb.addField(value.getBytes(), 0, value.getLength());
+                FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                        tb.getSize());
+            }
+
+            @Override
+            public void close(IFrameWriter writer) throws HyracksDataException {
+                appender.write(writer, false);
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextTupleWriterFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextTupleWriterFactory.java
new file mode 100644
index 0000000..54e9bfd
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/lib/TextTupleWriterFactory.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.lib;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.hdfs.api.ITupleWriter;
+import org.apache.hyracks.hdfs.api.ITupleWriterFactory;
+
+public class TextTupleWriterFactory implements ITupleWriterFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ITupleWriter getTupleWriter(IHyracksTaskContext ctx, int partition, int nPartition) {
+        return new ITupleWriter() {
+            private byte newLine = "\n".getBytes()[0];
+
+            @Override
+            public void open(DataOutput output) {
+
+            }
+
+            @Override
+            public void write(DataOutput output, ITupleReference tuple) throws HyracksDataException {
+                byte[] data = tuple.getFieldData(0);
+                int start = tuple.getFieldStart(0);
+                int len = tuple.getFieldLength(0);
+                try {
+                    output.write(data, start, len);
+                    output.writeByte(newLine);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void close(DataOutput output) {
+
+            }
+
+        };
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java
new file mode 100644
index 0000000..6d7d63b
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/IPProximityNcCollectionBuilder.java
@@ -0,0 +1,148 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.scheduler;
+
+import java.net.InetAddress;
+import java.net.UnknownHostException;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.TreeMap;
+
+import org.apache.hadoop.io.BytesWritable;
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.hdfs.api.INcCollection;
+import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
+
+@SuppressWarnings("deprecation")
+public class IPProximityNcCollectionBuilder implements INcCollectionBuilder {
+
+    @Override
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            final Map<String, List<String>> ipToNcMapping, final Map<String, Integer> ncNameToIndex, String[] NCs,
+            final int[] workloads, final int slotLimit) {
+        final TreeMap<BytesWritable, IntWritable> availableIpsToSlots = new TreeMap<BytesWritable, IntWritable>();
+        for (int i = 0; i < workloads.length; i++) {
+            if (workloads[i] < slotLimit) {
+                byte[] rawip;
+                try {
+                    rawip = ncNameToNcInfos.get(NCs[i]).getNetworkAddress().lookupIpAddress();
+                }
+                catch (UnknownHostException e) {
+                    // QQQ Should probably have a neater solution than this
+                    throw new RuntimeException(e);
+                }
+                BytesWritable ip = new BytesWritable(rawip);
+                IntWritable availableSlot = availableIpsToSlots.get(ip);
+                if (availableSlot == null) {
+                    availableSlot = new IntWritable(slotLimit - workloads[i]);
+                    availableIpsToSlots.put(ip, availableSlot);
+                } else {
+                    availableSlot.set(slotLimit - workloads[i] + availableSlot.get());
+                }
+            }
+        }
+        return new INcCollection() {
+
+            @Override
+            public String findNearestAvailableSlot(InputSplit split) {
+                try {
+                    String[] locs = split.getLocations();
+                    int minDistance = Integer.MAX_VALUE;
+                    BytesWritable currentCandidateIp = null;
+                    if (locs == null || locs.length > 0) {
+                        for (int j = 0; j < locs.length; j++) {
+                            /**
+                             * get all the IP addresses from the name
+                             */
+                            InetAddress[] allIps = InetAddress.getAllByName(locs[j]);
+                            for (InetAddress ip : allIps) {
+                                BytesWritable splitIp = new BytesWritable(ip.getAddress());
+                                /**
+                                 * if the node controller exists
+                                 */
+                                BytesWritable candidateNcIp = availableIpsToSlots.floorKey(splitIp);
+                                if (candidateNcIp == null) {
+                                    candidateNcIp = availableIpsToSlots.ceilingKey(splitIp);
+                                }
+                                if (candidateNcIp != null) {
+                                    if (availableIpsToSlots.get(candidateNcIp).get() > 0) {
+                                        byte[] candidateIP = candidateNcIp.getBytes();
+                                        byte[] splitIP = splitIp.getBytes();
+                                        int candidateInt = candidateIP[0] << 24 | (candidateIP[1] & 0xFF) << 16
+                                                | (candidateIP[2] & 0xFF) << 8 | (candidateIP[3] & 0xFF);
+                                        int splitInt = splitIP[0] << 24 | (splitIP[1] & 0xFF) << 16
+                                                | (splitIP[2] & 0xFF) << 8 | (splitIP[3] & 0xFF);
+                                        int distance = Math.abs(candidateInt - splitInt);
+                                        if (minDistance > distance) {
+                                            minDistance = distance;
+                                            currentCandidateIp = candidateNcIp;
+                                        }
+                                    }
+                                }
+                            }
+                        }
+                    } else {
+                        for (Entry<BytesWritable, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                            if (entry.getValue().get() > 0) {
+                                currentCandidateIp = entry.getKey();
+                                break;
+                            }
+                        }
+                    }
+
+                    if (currentCandidateIp != null) {
+                        /**
+                         * Update the entry of the selected IP
+                         */
+                        IntWritable availableSlot = availableIpsToSlots.get(currentCandidateIp);
+                        availableSlot.set(availableSlot.get() - 1);
+                        if (availableSlot.get() == 0) {
+                            availableIpsToSlots.remove(currentCandidateIp);
+                        }
+                        /**
+                         * Update the entry of the selected NC
+                         */
+                        List<String> dataLocations = ipToNcMapping.get(InetAddress.getByAddress(
+                                currentCandidateIp.getBytes()).getHostAddress());
+                        for (String nc : dataLocations) {
+                            int ncIndex = ncNameToIndex.get(nc);
+                            if (workloads[ncIndex] < slotLimit) {
+                                return nc;
+                            }
+                        }
+                    }
+                    /** not scheduled */
+                    return null;
+                } catch (Exception e) {
+                    throw new IllegalStateException(e);
+                }
+            }
+
+            @Override
+            public int numAvailableSlots() {
+                return availableIpsToSlots.size();
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java
new file mode 100644
index 0000000..15d11b0
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/RackAwareNcCollectionBuilder.java
@@ -0,0 +1,229 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs.scheduler;
+
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.TreeMap;
+import java.util.logging.Logger;
+
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.hdfs.api.INcCollection;
+import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
+
+@SuppressWarnings("deprecation")
+public class RackAwareNcCollectionBuilder implements INcCollectionBuilder {
+    private static final Logger LOGGER = Logger.getLogger(RackAwareNcCollectionBuilder.class.getName());
+    private ClusterTopology topology;
+
+    public RackAwareNcCollectionBuilder(ClusterTopology topology) {
+        this.topology = topology;
+    }
+
+    @Override
+    public INcCollection build(Map<String, NodeControllerInfo> ncNameToNcInfos,
+            final Map<String, List<String>> ipToNcMapping, final Map<String, Integer> ncNameToIndex, String[] NCs,
+            final int[] workloads, final int slotLimit) {
+        try {
+            final Map<List<Integer>, List<String>> pathToNCs = new HashMap<List<Integer>, List<String>>();
+            for (int i = 0; i < NCs.length; i++) {
+                List<Integer> path = new ArrayList<Integer>();
+                String ipAddress = InetAddress.getByAddress(
+                        ncNameToNcInfos.get(NCs[i]).getNetworkAddress().lookupIpAddress()).getHostAddress();
+                topology.lookupNetworkTerminal(ipAddress, path);
+                if (path.size() <= 0) {
+                    // if the hyracks nc is not in the defined cluster
+                    path.add(Integer.MIN_VALUE);
+                    LOGGER.info(NCs[i] + "'s IP address is not in the cluster toplogy file!");
+                }
+                List<String> ncs = pathToNCs.get(path);
+                if (ncs == null) {
+                    ncs = new ArrayList<String>();
+                    pathToNCs.put(path, ncs);
+                }
+                ncs.add(NCs[i]);
+            }
+
+            final TreeMap<List<Integer>, IntWritable> availableIpsToSlots = new TreeMap<List<Integer>, IntWritable>(
+                    new Comparator<List<Integer>>() {
+
+                        @Override
+                        public int compare(List<Integer> l1, List<Integer> l2) {
+                            int commonLength = Math.min(l1.size(), l2.size());
+                            for (int i = 0; i < commonLength; i++) {
+                                Integer value1 = l1.get(i);
+                                Integer value2 = l2.get(i);
+                                int cmp = value1 > value2 ? 1 : (value1 < value2 ? -1 : 0);
+                                if (cmp != 0) {
+                                    return cmp;
+                                }
+                            }
+                            return l1.size() > l2.size() ? 1 : (l1.size() < l2.size() ? -1 : 0);
+                        }
+
+                    });
+            for (int i = 0; i < workloads.length; i++) {
+                if (workloads[i] < slotLimit) {
+                    List<Integer> path = new ArrayList<Integer>();
+                    String ipAddress = InetAddress.getByAddress(
+                            ncNameToNcInfos.get(NCs[i]).getNetworkAddress().lookupIpAddress()).getHostAddress();
+                    topology.lookupNetworkTerminal(ipAddress, path);
+                    if (path.size() <= 0) {
+                        // if the hyracks nc is not in the defined cluster
+                        path.add(Integer.MIN_VALUE);
+                    }
+                    IntWritable availableSlot = availableIpsToSlots.get(path);
+                    if (availableSlot == null) {
+                        availableSlot = new IntWritable(slotLimit - workloads[i]);
+                        availableIpsToSlots.put(path, availableSlot);
+                    } else {
+                        availableSlot.set(slotLimit - workloads[i] + availableSlot.get());
+                    }
+                }
+            }
+            return new INcCollection() {
+
+                @Override
+                public String findNearestAvailableSlot(InputSplit split) {
+                    try {
+                        String[] locs = split.getLocations();
+                        int minDistance = Integer.MAX_VALUE;
+                        List<Integer> currentCandidatePath = null;
+                        if (locs == null || locs.length > 0) {
+                            for (int j = 0; j < locs.length; j++) {
+                                /**
+                                 * get all the IP addresses from the name
+                                 */
+                                InetAddress[] allIps = InetAddress.getAllByName(locs[j]);
+                                boolean inTopology = false;
+                                for (InetAddress ip : allIps) {
+                                    List<Integer> splitPath = new ArrayList<Integer>();
+                                    boolean inCluster = topology.lookupNetworkTerminal(ip.getHostAddress(), splitPath);
+                                    if (!inCluster) {
+                                        continue;
+                                    }
+                                    inTopology = true;
+                                    /**
+                                     * if the node controller exists
+                                     */
+                                    List<Integer> candidatePath = availableIpsToSlots.floorKey(splitPath);
+                                    if (candidatePath == null) {
+                                        candidatePath = availableIpsToSlots.ceilingKey(splitPath);
+                                    }
+                                    if (candidatePath != null) {
+                                        if (availableIpsToSlots.get(candidatePath).get() > 0) {
+                                            int distance = distance(splitPath, candidatePath);
+                                            if (minDistance > distance) {
+                                                minDistance = distance;
+                                                currentCandidatePath = candidatePath;
+                                            }
+                                        }
+
+                                    }
+                                }
+
+                                if (!inTopology) {
+                                    LOGGER.info(locs[j] + "'s IP address is not in the cluster toplogy file!");
+                                    /**
+                                     * if the machine is not in the toplogy file
+                                     */
+                                    List<Integer> candidatePath = null;
+                                    for (Entry<List<Integer>, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                                        if (entry.getValue().get() > 0) {
+                                            candidatePath = entry.getKey();
+                                            break;
+                                        }
+                                    }
+                                    /** the split path is empty */
+                                    if (candidatePath != null) {
+                                        if (availableIpsToSlots.get(candidatePath).get() > 0) {
+                                            currentCandidatePath = candidatePath;
+                                        }
+                                    }
+                                }
+                            }
+                        } else {
+                            for (Entry<List<Integer>, IntWritable> entry : availableIpsToSlots.entrySet()) {
+                                if (entry.getValue().get() > 0) {
+                                    currentCandidatePath = entry.getKey();
+                                    break;
+                                }
+                            }
+                        }
+
+                        if (currentCandidatePath != null && currentCandidatePath.size() > 0) {
+                            /**
+                             * Update the entry of the selected IP
+                             */
+                            IntWritable availableSlot = availableIpsToSlots.get(currentCandidatePath);
+                            availableSlot.set(availableSlot.get() - 1);
+                            if (availableSlot.get() == 0) {
+                                availableIpsToSlots.remove(currentCandidatePath);
+                            }
+                            /**
+                             * Update the entry of the selected NC
+                             */
+                            List<String> candidateNcs = pathToNCs.get(currentCandidatePath);
+                            for (String candidate : candidateNcs) {
+                                int ncIndex = ncNameToIndex.get(candidate);
+                                if (workloads[ncIndex] < slotLimit) {
+                                    return candidate;
+                                }
+                            }
+                        }
+                        /** not scheduled */
+                        return null;
+                    } catch (Exception e) {
+                        throw new IllegalStateException(e);
+                    }
+                }
+
+                @Override
+                public int numAvailableSlots() {
+                    return availableIpsToSlots.size();
+                }
+
+                private int distance(List<Integer> splitPath, List<Integer> candidatePath) {
+                    int commonLength = Math.min(splitPath.size(), candidatePath.size());
+                    int distance = 0;
+                    for (int i = 0; i < commonLength; i++) {
+                        distance = distance * 100 + Math.abs(splitPath.get(i) - candidatePath.get(i));
+                    }
+                    List<Integer> restElements = splitPath.size() > candidatePath.size() ? splitPath : candidatePath;
+                    for (int i = commonLength; i < restElements.size(); i++) {
+                        distance = distance * 100 + Math.abs(restElements.get(i));
+                    }
+                    return distance;
+                }
+            };
+        } catch (Exception e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java
new file mode 100644
index 0000000..2d1c87a
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs/scheduler/Scheduler.java
@@ -0,0 +1,408 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.scheduler;
+
+import java.io.IOException;
+import java.net.InetAddress;
+import java.net.UnknownHostException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Comparator;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.apache.hadoop.io.IntWritable;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.hdfs.api.INcCollection;
+import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
+
+/**
+ * The scheduler conduct data-local scheduling for data reading on HDFS. This
+ * class works for Hadoop old API.
+ */
+public class Scheduler {
+    private static final Logger LOGGER = Logger.getLogger(Scheduler.class.getName());
+
+    /** a list of NCs */
+    private String[] NCs;
+
+    /** a map from ip to NCs */
+    private Map<String, List<String>> ipToNcMapping = new HashMap<String, List<String>>();
+
+    /** a map from the NC name to the index */
+    private Map<String, Integer> ncNameToIndex = new HashMap<String, Integer>();
+
+    /** a map from NC name to the NodeControllerInfo */
+    private Map<String, NodeControllerInfo> ncNameToNcInfos;
+
+    /**
+     * the nc collection builder
+     */
+    private INcCollectionBuilder ncCollectionBuilder;
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+
+    public Scheduler(String ipAddress, int port) throws HyracksException {
+        try {
+            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
+            this.ncNameToNcInfos = hcc.getNodeControllerInfos();
+            ClusterTopology topology = hcc.getClusterTopology();
+            this.ncCollectionBuilder = topology == null ? new IPProximityNcCollectionBuilder()
+                    : new RackAwareNcCollectionBuilder(topology);
+            loadIPAddressToNCMap(ncNameToNcInfos);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    public Scheduler(String ipAddress, int port, INcCollectionBuilder ncCollectionBuilder) throws HyracksException {
+        try {
+            IHyracksClientConnection hcc = new HyracksConnection(ipAddress, port);
+            this.ncNameToNcInfos = hcc.getNodeControllerInfos();
+            this.ncCollectionBuilder = ncCollectionBuilder;
+            loadIPAddressToNCMap(ncNameToNcInfos);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        this.ncNameToNcInfos = ncNameToNcInfos;
+        this.ncCollectionBuilder = new IPProximityNcCollectionBuilder();
+        loadIPAddressToNCMap(ncNameToNcInfos);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @param topology
+     *            the hyracks cluster toplogy
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, ClusterTopology topology)
+            throws HyracksException {
+        this(ncNameToNcInfos);
+        this.ncCollectionBuilder = topology == null ? new IPProximityNcCollectionBuilder()
+                : new RackAwareNcCollectionBuilder(topology);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder ncCollectionBuilder)
+            throws HyracksException {
+        this.ncNameToNcInfos = ncNameToNcInfos;
+        this.ncCollectionBuilder = ncCollectionBuilder;
+        loadIPAddressToNCMap(ncNameToNcInfos);
+    }
+
+    /**
+     * Set location constraints for a file scan operator with a list of file
+     * splits. It guarantees the maximum slots a machine can is at most one more
+     * than the minimum slots a machine can get.
+     *
+     * @throws HyracksDataException
+     */
+    public String[] getLocationConstraints(InputSplit[] splits) throws HyracksException {
+        if (splits == null) {
+            /** deal the case when the splits array is null */
+            return new String[] {};
+        }
+        int[] workloads = new int[NCs.length];
+        Arrays.fill(workloads, 0);
+        String[] locations = new String[splits.length];
+        Map<String, IntWritable> locationToNumOfSplits = new HashMap<String, IntWritable>();
+        /**
+         * upper bound number of slots that a machine can get
+         */
+        int upperBoundSlots = splits.length % workloads.length == 0 ? (splits.length / workloads.length)
+                : (splits.length / workloads.length + 1);
+        /**
+         * lower bound number of slots that a machine can get
+         */
+        int lowerBoundSlots = splits.length % workloads.length == 0 ? upperBoundSlots : upperBoundSlots - 1;
+
+        try {
+            Random random = new Random(System.currentTimeMillis());
+            boolean scheduled[] = new boolean[splits.length];
+            Arrays.fill(scheduled, false);
+            /**
+             * scan the splits and build the popularity map
+             * give the machines with less local splits more scheduling priority
+             */
+            buildPopularityMap(splits, locationToNumOfSplits);
+            /**
+             * push data-local lower-bounds slots to each machine
+             */
+            scheduleLocalSlots(splits, workloads, locations, lowerBoundSlots, random, scheduled, locationToNumOfSplits);
+            /**
+             * push data-local upper-bounds slots to each machine
+             */
+            scheduleLocalSlots(splits, workloads, locations, upperBoundSlots, random, scheduled, locationToNumOfSplits);
+
+            int dataLocalCount = 0;
+            for (int i = 0; i < scheduled.length; i++) {
+                if (scheduled[i] == true) {
+                    dataLocalCount++;
+                }
+            }
+            LOGGER.info("Data local rate: "
+                    + (scheduled.length == 0 ? 0.0 : ((float) dataLocalCount / (float) (scheduled.length))));
+            /**
+             * push non-data-local lower-bounds slots to each machine
+             */
+            scheduleNonLocalSlots(splits, workloads, locations, lowerBoundSlots, scheduled);
+            /**
+             * push non-data-local upper-bounds slots to each machine
+             */
+            scheduleNonLocalSlots(splits, workloads, locations, upperBoundSlots, scheduled);
+            return locations;
+        } catch (IOException e) {
+            throw new HyracksException(e);
+        }
+    }
+
+    /**
+     * Schedule non-local slots to each machine
+     *
+     * @param splits
+     *            The HDFS file splits.
+     * @param workloads
+     *            The current capacity of each machine.
+     * @param locations
+     *            The result schedule.
+     * @param slotLimit
+     *            The maximum slots of each machine.
+     * @param scheduled
+     *            Indicate which slot is scheduled.
+     */
+    private void scheduleNonLocalSlots(InputSplit[] splits, int[] workloads, String[] locations, int slotLimit,
+            boolean[] scheduled) throws IOException, UnknownHostException {
+        /**
+         * build the map from available ips to the number of available slots
+         */
+        INcCollection ncCollection = this.ncCollectionBuilder.build(ncNameToNcInfos, ipToNcMapping, ncNameToIndex, NCs,
+                workloads, slotLimit);
+        if (ncCollection.numAvailableSlots() == 0) {
+            return;
+        }
+        /**
+         * schedule no-local file reads
+         */
+        for (int i = 0; i < splits.length; i++) {
+            /** if there is no data-local NC choice, choose a random one */
+            if (!scheduled[i]) {
+                InputSplit split = splits[i];
+                String selectedNcName = ncCollection.findNearestAvailableSlot(split);
+                if (selectedNcName != null) {
+                    int ncIndex = ncNameToIndex.get(selectedNcName);
+                    workloads[ncIndex]++;
+                    scheduled[i] = true;
+                    locations[i] = selectedNcName;
+                }
+            }
+        }
+    }
+
+    /**
+     * Schedule data-local slots to each machine.
+     *
+     * @param splits
+     *            The HDFS file splits.
+     * @param workloads
+     *            The current capacity of each machine.
+     * @param locations
+     *            The result schedule.
+     * @param slots
+     *            The maximum slots of each machine.
+     * @param random
+     *            The random generator.
+     * @param scheduled
+     *            Indicate which slot is scheduled.
+     * @throws IOException
+     * @throws UnknownHostException
+     */
+    private void scheduleLocalSlots(InputSplit[] splits, int[] workloads, String[] locations, int slots, Random random,
+            boolean[] scheduled, final Map<String, IntWritable> locationToNumSplits)
+                    throws IOException, UnknownHostException {
+        /** scheduling candidates will be ordered inversely according to their popularity */
+        PriorityQueue<String> scheduleCadndiates = new PriorityQueue<String>(3, new Comparator<String>() {
+
+            @Override
+            public int compare(String s1, String s2) {
+                return locationToNumSplits.get(s1).compareTo(locationToNumSplits.get(s2));
+            }
+
+        });
+        for (int i = 0; i < splits.length; i++) {
+            if (scheduled[i]) {
+                continue;
+            }
+            /**
+             * get the location of all the splits
+             */
+            String[] locs = splits[i].getLocations();
+            if (locs.length > 0) {
+                scheduleCadndiates.clear();
+                for (int j = 0; j < locs.length; j++) {
+                    scheduleCadndiates.add(locs[j]);
+                }
+
+                for (String candidate : scheduleCadndiates) {
+                    /**
+                     * get all the IP addresses from the name
+                     */
+                    InetAddress[] allIps = InetAddress.getAllByName(candidate);
+                    /**
+                     * iterate overa all ips
+                     */
+                    for (InetAddress ip : allIps) {
+                        /**
+                         * if the node controller exists
+                         */
+                        if (ipToNcMapping.get(ip.getHostAddress()) != null) {
+                            /**
+                             * set the ncs
+                             */
+                            List<String> dataLocations = ipToNcMapping.get(ip.getHostAddress());
+                            int arrayPos = random.nextInt(dataLocations.size());
+                            String nc = dataLocations.get(arrayPos);
+                            int pos = ncNameToIndex.get(nc);
+                            /**
+                             * check if the node is already full
+                             */
+                            if (workloads[pos] < slots) {
+                                locations[i] = nc;
+                                workloads[pos]++;
+                                scheduled[i] = true;
+                                break;
+                            }
+                        }
+                    }
+                    /**
+                     * break the loop for data-locations if the schedule has
+                     * already been found
+                     */
+                    if (scheduled[i] == true) {
+                        break;
+                    }
+                }
+            }
+        }
+    }
+
+    /**
+     * Scan the splits once and build a popularity map
+     *
+     * @param splits
+     *            the split array
+     * @param locationToNumOfSplits
+     *            the map to be built
+     * @throws IOException
+     */
+    private void buildPopularityMap(InputSplit[] splits, Map<String, IntWritable> locationToNumOfSplits)
+            throws IOException {
+        for (InputSplit split : splits) {
+            String[] locations = split.getLocations();
+            for (String loc : locations) {
+                IntWritable locCount = locationToNumOfSplits.get(loc);
+                if (locCount == null) {
+                    locCount = new IntWritable(0);
+                    locationToNumOfSplits.put(loc, locCount);
+                }
+                locCount.set(locCount.get() + 1);
+            }
+        }
+    }
+
+    /**
+     * Load the IP-address-to-NC map from the NCNameToNCInfoMap
+     *
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    private void loadIPAddressToNCMap(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        try {
+            NCs = new String[ncNameToNcInfos.size()];
+            ipToNcMapping.clear();
+            ncNameToIndex.clear();
+            int i = 0;
+
+            /**
+             * build the IP address to NC map
+             */
+            for (Map.Entry<String, NodeControllerInfo> entry : ncNameToNcInfos.entrySet()) {
+                String ipAddr = InetAddress.getByAddress(entry.getValue().getNetworkAddress().lookupIpAddress())
+                        .getHostAddress();
+                List<String> matchedNCs = ipToNcMapping.get(ipAddr);
+                if (matchedNCs == null) {
+                    matchedNCs = new ArrayList<String>();
+                    ipToNcMapping.put(ipAddr, matchedNCs);
+                }
+                matchedNCs.add(entry.getKey());
+                NCs[i] = entry.getKey();
+                i++;
+            }
+
+            /**
+             * set up the NC name to index mapping
+             */
+            for (i = 0; i < NCs.length; i++) {
+                ncNameToIndex.put(NCs[i], i);
+            }
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/ConfFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/ConfFactory.java
new file mode 100644
index 0000000..0e49fef
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/ConfFactory.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs2.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.Serializable;
+
+import org.apache.hadoop.mapreduce.Job;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ConfFactory implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private byte[] confBytes;
+
+    public ConfFactory(Job conf) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            conf.getConfiguration().write(dos);
+            confBytes = bos.toByteArray();
+            dos.close();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public Job getConf() throws HyracksDataException {
+        try {
+            Job conf = new Job();
+            DataInputStream dis = new DataInputStream(new ByteArrayInputStream(confBytes));
+            conf.getConfiguration().readFields(dis);
+            dis.close();
+            return conf;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/FileSplitsFactory.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/FileSplitsFactory.java
new file mode 100644
index 0000000..ef95ee8
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/FileSplitsFactory.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.dataflow;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.io.Serializable;
+import java.lang.reflect.Constructor;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+@SuppressWarnings("rawtypes")
+public class FileSplitsFactory implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    private byte[] splitBytes;
+    private String splitClassName;
+
+    public FileSplitsFactory(List<FileSplit> splits) throws HyracksDataException {
+        splitBytes = splitsToBytes(splits);
+        if (splits.size() > 0) {
+            splitClassName = splits.get(0).getClass().getName();
+        }
+    }
+
+    public List<FileSplit> getSplits() throws HyracksDataException {
+        return bytesToSplits(splitBytes);
+    }
+
+    /**
+     * Convert splits to bytes.
+     *
+     * @param splits
+     *            input splits
+     * @return bytes which serialize the splits
+     * @throws IOException
+     */
+    private byte[] splitsToBytes(List<FileSplit> splits) throws HyracksDataException {
+        try {
+            ByteArrayOutputStream bos = new ByteArrayOutputStream();
+            DataOutputStream dos = new DataOutputStream(bos);
+            dos.writeInt(splits.size());
+            int size = splits.size();
+            for (int i = 0; i < size; i++) {
+                splits.get(i).write(dos);
+            }
+            dos.close();
+            return bos.toByteArray();
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    /**
+     * Covert bytes to splits.
+     *
+     * @param bytes
+     * @return
+     * @throws HyracksDataException
+     */
+    private List<FileSplit> bytesToSplits(byte[] bytes) throws HyracksDataException {
+        try {
+            Class splitClass = Class.forName(splitClassName);
+            Constructor[] constructors = splitClass.getDeclaredConstructors();
+            Constructor defaultConstructor = null;
+            for (Constructor constructor : constructors) {
+                if (constructor.getParameterTypes().length == 0) {
+                    constructor.setAccessible(true);
+                    defaultConstructor = constructor;
+                }
+            }
+            ByteArrayInputStream bis = new ByteArrayInputStream(bytes);
+            DataInputStream dis = new DataInputStream(bis);
+            int size = dis.readInt();
+            List<FileSplit> splits = new ArrayList<FileSplit>();
+            for (int i = 0; i < size; i++) {
+                splits.add((FileSplit) defaultConstructor.newInstance());
+                splits.get(i).readFields(dis);
+            }
+            dis.close();
+            return splits;
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java
new file mode 100644
index 0000000..7424b7d
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSReadOperatorDescriptor.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.dataflow;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.RecordReader;
+import org.apache.hadoop.mapreduce.TaskAttemptContext;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+import org.apache.hadoop.util.ReflectionUtils;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.hdfs.ContextFactory;
+import org.apache.hyracks.hdfs.api.IKeyValueParser;
+import org.apache.hyracks.hdfs.api.IKeyValueParserFactory;
+
+/**
+ * The HDFS file read operator using the Hadoop new API. To use this operator, a
+ * user need to provide an IKeyValueParserFactory implementation which convert
+ * key-value pairs into tuples.
+ */
+@SuppressWarnings("rawtypes")
+public class HDFSReadOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private final ConfFactory confFactory;
+    private final FileSplitsFactory splitsFactory;
+    private final String[] scheduledLocations;
+    private final IKeyValueParserFactory tupleParserFactory;
+    private final boolean[] executed;
+
+    /**
+     * The constructor of HDFSReadOperatorDescriptor.
+     *
+     * @param spec
+     *            the JobSpecification object
+     * @param rd
+     *            the output record descriptor
+     * @param conf
+     *            the Hadoop JobConf object, which contains the input format and
+     *            the input paths
+     * @param splits
+     *            the array of FileSplits (HDFS chunks).
+     * @param scheduledLocations
+     *            the node controller names to scan the FileSplits, which is an
+     *            one-to-one mapping. The String array is obtained from the
+     *            edu.cui
+     *            .ics.hyracks.hdfs.scheduler.Scheduler.getLocationConstraints
+     *            (InputSplits[]).
+     * @param tupleParserFactory
+     *            the ITupleParserFactory implementation instance.
+     * @throws HyracksException
+     */
+    public HDFSReadOperatorDescriptor(JobSpecification spec, RecordDescriptor rd, Job conf, List<InputSplit> splits,
+            String[] scheduledLocations, IKeyValueParserFactory tupleParserFactory) throws HyracksException {
+        super(spec, 0, 1);
+        try {
+            List<FileSplit> fileSplits = new ArrayList<FileSplit>();
+            for (int i = 0; i < splits.size(); i++) {
+                fileSplits.add((FileSplit) splits.get(i));
+            }
+            this.splitsFactory = new FileSplitsFactory(fileSplits);
+            this.confFactory = new ConfFactory(conf);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+        this.scheduledLocations = scheduledLocations;
+        this.executed = new boolean[scheduledLocations.length];
+        Arrays.fill(executed, false);
+        this.tupleParserFactory = tupleParserFactory;
+        this.recordDescriptors[0] = rd;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+                    throws HyracksDataException {
+        final List<FileSplit> inputSplits = splitsFactory.getSplits();
+
+        return new AbstractUnaryOutputSourceOperatorNodePushable() {
+            private String nodeName = ctx.getJobletContext().getApplicationContext().getNodeId();
+            private ContextFactory ctxFactory = new ContextFactory();
+
+            @SuppressWarnings("unchecked")
+            @Override
+            public void initialize() throws HyracksDataException {
+                ClassLoader ctxCL = Thread.currentThread().getContextClassLoader();
+                try {
+                    writer.open();
+                    Thread.currentThread().setContextClassLoader(ctx.getJobletContext().getClassLoader());
+                    Job job = confFactory.getConf();
+                    job.getConfiguration().setClassLoader(ctx.getJobletContext().getClassLoader());
+                    IKeyValueParser parser = tupleParserFactory.createKeyValueParser(ctx);
+                    InputFormat inputFormat = ReflectionUtils.newInstance(job.getInputFormatClass(),
+                            job.getConfiguration());
+                    int size = inputSplits.size();
+                    for (int i = 0; i < size; i++) {
+                        /**
+                         * read all the partitions scheduled to the current node
+                         */
+                        if (scheduledLocations[i].equals(nodeName)) {
+                            /**
+                             * pick an unread split to read synchronize among
+                             * simultaneous partitions in the same machine
+                             */
+                            synchronized (executed) {
+                                if (executed[i] == false) {
+                                    executed[i] = true;
+                                } else {
+                                    continue;
+                                }
+                            }
+
+                            /**
+                             * read the split
+                             */
+                            TaskAttemptContext context = ctxFactory.createContext(job.getConfiguration(), i);
+                            context.getConfiguration().setClassLoader(ctx.getJobletContext().getClassLoader());
+                            RecordReader reader = inputFormat.createRecordReader(inputSplits.get(i), context);
+                            reader.initialize(inputSplits.get(i), context);
+                            while (reader.nextKeyValue() == true) {
+                                parser.parse(reader.getCurrentKey(), reader.getCurrentValue(), writer,
+                                        inputSplits.get(i).toString());
+                            }
+                        }
+                    }
+                    parser.close(writer);
+                } catch (Throwable th) {
+                    writer.fail();
+                    throw new HyracksDataException(th);
+                } finally {
+                    writer.close();
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java
new file mode 100644
index 0000000..c27e4ec
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/dataflow/HDFSWriteOperatorDescriptor.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.dataflow;
+
+import java.io.File;
+import java.nio.ByteBuffer;
+
+import org.apache.hadoop.fs.FSDataOutputStream;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
+import org.apache.hyracks.hdfs.api.ITupleWriter;
+import org.apache.hyracks.hdfs.api.ITupleWriterFactory;
+
+/**
+ * The HDFS file write operator using the Hadoop new API. To use this operator,
+ * a user need to provide an ITupleWriterFactory.
+ */
+public class HDFSWriteOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private ConfFactory confFactory;
+    private ITupleWriterFactory tupleWriterFactory;
+
+    /**
+     * The constructor of HDFSWriteOperatorDescriptor.
+     *
+     * @param spec
+     *            the JobSpecification object
+     * @param conf
+     *            the Hadoop JobConf which contains the output path
+     * @param tupleWriterFactory
+     *            the ITupleWriterFactory implementation object
+     * @throws HyracksException
+     */
+    public HDFSWriteOperatorDescriptor(JobSpecification spec, Job conf, ITupleWriterFactory tupleWriterFactory)
+            throws HyracksException {
+        super(spec, 1, 0);
+        this.confFactory = new ConfFactory(conf);
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            final IRecordDescriptorProvider recordDescProvider, final int partition, final int nPartitions)
+            throws HyracksDataException {
+
+        return new AbstractUnaryInputSinkOperatorNodePushable() {
+
+            private FSDataOutputStream dos;
+            private RecordDescriptor inputRd = recordDescProvider.getInputRecordDescriptor(getActivityId(), 0);;
+            private FrameTupleAccessor accessor = new FrameTupleAccessor(inputRd);
+            private FrameTupleReference tuple = new FrameTupleReference();
+            private ITupleWriter tupleWriter;
+            private ClassLoader ctxCL;
+
+            @Override
+            public void open() throws HyracksDataException {
+                ctxCL = Thread.currentThread().getContextClassLoader();
+                Thread.currentThread().setContextClassLoader(this.getClass().getClassLoader());
+                Job conf = confFactory.getConf();
+                String outputPath = FileOutputFormat.getOutputPath(conf).toString();
+                String fileName = outputPath + File.separator + "part-" + partition;
+
+                tupleWriter = tupleWriterFactory.getTupleWriter(ctx, partition, nPartitions);
+                try {
+                    FileSystem dfs = FileSystem.get(conf.getConfiguration());
+                    dos = dfs.create(new Path(fileName), true);
+                    tupleWriter.open(dos);
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+
+            @Override
+            public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+                accessor.reset(buffer);
+                int tupleCount = accessor.getTupleCount();
+                for (int i = 0; i < tupleCount; i++) {
+                    tuple.reset(accessor, i);
+                    tupleWriter.write(dos, tuple);
+                }
+            }
+
+            @Override
+            public void fail() throws HyracksDataException {
+
+            }
+
+            @Override
+            public void close() throws HyracksDataException {
+                try {
+                    tupleWriter.close(dos);
+                    dos.close();
+                } catch (Exception e) {
+                    throw new HyracksDataException(e);
+                } finally {
+                    Thread.currentThread().setContextClassLoader(ctxCL);
+                }
+            }
+
+        };
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java
new file mode 100644
index 0000000..97960bc
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/Scheduler.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.scheduler;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hadoop.mapreduce.InputSplit;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.hdfs.api.INcCollectionBuilder;
+
+/**
+ * The scheduler conduct data-local scheduling for data reading on HDFS.
+ * This class works for Hadoop new API.
+ */
+@SuppressWarnings("deprecation")
+public class Scheduler {
+
+    private org.apache.hyracks.hdfs.scheduler.Scheduler scheduler;
+
+    /**
+     * The constructor of the scheduler
+     *
+     * @param ncNameToNcInfos
+     * @throws HyracksException
+     */
+    public Scheduler(String ipAddress, int port) throws HyracksException {
+        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ipAddress, port);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos) throws HyracksException {
+        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ncNameToNcInfos);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @param topology
+     *            the hyracks cluster toplogy
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, ClusterTopology topology) throws HyracksException {
+        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ncNameToNcInfos, topology);
+    }
+
+    /**
+     * The constructor of the scheduler.
+     *
+     * @param ncNameToNcInfos
+     *            the mapping from nc names to nc infos
+     * @throws HyracksException
+     */
+    public Scheduler(Map<String, NodeControllerInfo> ncNameToNcInfos, INcCollectionBuilder builder)
+            throws HyracksException {
+        scheduler = new org.apache.hyracks.hdfs.scheduler.Scheduler(ncNameToNcInfos, builder);
+    }
+
+    /**
+     * Set location constraints for a file scan operator with a list of file splits
+     *
+     * @throws HyracksDataException
+     */
+    public String[] getLocationConstraints(List<InputSplit> splits) throws HyracksException {
+        try {
+            org.apache.hadoop.mapred.InputSplit[] inputSplits = new org.apache.hadoop.mapred.InputSplit[splits.size()];
+            for (int i = 0; i < inputSplits.length; i++)
+                inputSplits[i] = new WrappedFileSplit(splits.get(i).getLocations(), splits.get(i).getLength());
+            return scheduler.getLocationConstraints(inputSplits);
+        } catch (Exception e) {
+            throw new HyracksException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/WrappedFileSplit.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/WrappedFileSplit.java
new file mode 100644
index 0000000..6804f31
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/main/java/org/apache/hyracks/hdfs2/scheduler/WrappedFileSplit.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.hdfs2.scheduler;
+
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hadoop.mapred.InputSplit;
+
+/**
+ * The wrapped implementation of InputSplit, for the new API scheduler
+ * to reuse the old API scheduler
+ */
+@SuppressWarnings("deprecation")
+public class WrappedFileSplit implements InputSplit {
+
+    private String[] locations;
+    private long length;
+
+    public WrappedFileSplit(String[] locations, long length) {
+        this.locations = locations;
+        this.length = length;
+    }
+
+    @Override
+    public void readFields(DataInput input) throws IOException {
+        int len = input.readInt();
+        locations = new String[len];
+        for (int i = 0; i < len; i++)
+            locations[i] = input.readUTF();
+        length = input.readLong();
+    }
+
+    @Override
+    public void write(DataOutput output) throws IOException {
+        output.write(locations.length);
+        for (int i = 0; i < locations.length; i++)
+            output.writeUTF(locations[i]);
+        output.writeLong(length);
+    }
+
+    @Override
+    public long getLength() throws IOException {
+        return length;
+    }
+
+    @Override
+    public String[] getLocations() throws IOException {
+        return locations;
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/dataflow/DataflowTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/dataflow/DataflowTest.java
new file mode 100644
index 0000000..c5ca25e
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/dataflow/DataflowTest.java
@@ -0,0 +1,205 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.dataflow;
+
+import java.io.DataOutputStream;
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.mapred.FileInputFormat;
+import org.apache.hadoop.mapred.FileOutputFormat;
+import org.apache.hadoop.mapred.InputSplit;
+import org.apache.hadoop.mapred.JobConf;
+import org.apache.hadoop.mapred.TextInputFormat;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.hdfs.lib.RawBinaryComparatorFactory;
+import org.apache.hyracks.hdfs.lib.RawBinaryHashFunctionFactory;
+import org.apache.hyracks.hdfs.lib.TextKeyValueParserFactory;
+import org.apache.hyracks.hdfs.lib.TextTupleWriterFactory;
+import org.apache.hyracks.hdfs.scheduler.Scheduler;
+import org.apache.hyracks.hdfs.utils.HyracksUtils;
+import org.apache.hyracks.hdfs.utils.TestUtils;
+
+/**
+ * Test the org.apache.hyracks.hdfs.dataflow package,
+ * the operators for the Hadoop old API.
+ */
+@SuppressWarnings({ "deprecation" })
+public class DataflowTest extends TestCase {
+
+    private static final String ACTUAL_RESULT_DIR = "actual";
+    private static final String EXPECTED_RESULT_PATH = "src/test/resources/expected";
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/hadoop/conf";
+
+    private static final String DATA_PATH = "src/test/resources/data/customer.tbl";
+    private static final String HDFS_INPUT_PATH = "/customer/";
+    private static final String HDFS_OUTPUT_PATH = "/customer_result/";
+
+    private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
+    private MiniDFSCluster dfsCluster;
+
+    private JobConf conf = new JobConf();
+    private int numberOfNC = 2;
+
+    @Override
+    public void setUp() throws Exception {
+        cleanupStores();
+        HyracksUtils.init();
+        FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
+        FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
+        startHDFS();
+    }
+
+    private void cleanupStores() throws IOException {
+        FileUtils.forceMkdir(new File("teststore"));
+        FileUtils.forceMkdir(new File("build"));
+        FileUtils.cleanDirectory(new File("teststore"));
+        FileUtils.cleanDirectory(new File("build"));
+    }
+
+    /**
+     * Start the HDFS cluster and setup the data files
+     *
+     * @throws IOException
+     */
+    private void startHDFS() throws IOException {
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = new MiniDFSCluster(conf, numberOfNC, true, null);
+        FileSystem dfs = FileSystem.get(conf);
+        Path src = new Path(DATA_PATH);
+        Path dest = new Path(HDFS_INPUT_PATH);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        dfs.mkdirs(dest);
+        dfs.mkdirs(result);
+        dfs.copyFromLocalFile(src, dest);
+
+        DataOutputStream confOutput = new DataOutputStream(new FileOutputStream(new File(HADOOP_CONF_PATH)));
+        conf.writeXml(confOutput);
+        confOutput.flush();
+        confOutput.close();
+    }
+
+    /**
+     * Test a job with only HDFS read and writes.
+     *
+     * @throws Exception
+     */
+    public void testHDFSReadWriteOperators() throws Exception {
+        FileInputFormat.setInputPaths(conf, HDFS_INPUT_PATH);
+        FileOutputFormat.setOutputPath(conf, new Path(HDFS_OUTPUT_PATH));
+        conf.setInputFormat(TextInputFormat.class);
+
+        Scheduler scheduler = new Scheduler(HyracksUtils.CC_HOST, HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        InputSplit[] splits = conf.getInputFormat().getSplits(conf, numberOfNC * 4);
+
+        String[] readSchedule = scheduler.getLocationConstraints(splits);
+        JobSpecification jobSpec = new JobSpecification();
+        RecordDescriptor recordDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        String[] locations = new String[] { HyracksUtils.NC1_ID, HyracksUtils.NC1_ID, HyracksUtils.NC2_ID,
+                HyracksUtils.NC2_ID };
+        HDFSReadOperatorDescriptor readOperator = new HDFSReadOperatorDescriptor(jobSpec, recordDesc, conf, splits,
+                readSchedule, new TextKeyValueParserFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, readOperator, locations);
+
+        ExternalSortOperatorDescriptor sortOperator = new ExternalSortOperatorDescriptor(jobSpec, 10, new int[] { 0 },
+                new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, recordDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, sortOperator, locations);
+
+        HDFSWriteOperatorDescriptor writeOperator = new HDFSWriteOperatorDescriptor(jobSpec, conf,
+                new TextTupleWriterFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, writeOperator, HyracksUtils.NC1_ID);
+
+        jobSpec.connect(new OneToOneConnectorDescriptor(jobSpec), readOperator, 0, sortOperator, 0);
+        jobSpec.connect(new MToNPartitioningMergingConnectorDescriptor(jobSpec, new FieldHashPartitionComputerFactory(
+                new int[] { 0 }, new IBinaryHashFunctionFactory[] { RawBinaryHashFunctionFactory.INSTANCE }),
+                new int[] { 0 }, new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, null),
+                sortOperator, 0, writeOperator, 0);
+        jobSpec.addRoot(writeOperator);
+
+        IHyracksClientConnection client = new HyracksConnection(HyracksUtils.CC_HOST,
+                HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        JobId jobId = client.startJob(jobSpec);
+        client.waitForCompletion(jobId);
+
+        Assert.assertEquals(true, checkResults());
+    }
+
+    /**
+     * Check if the results are correct
+     *
+     * @return true if correct
+     * @throws Exception
+     */
+    private boolean checkResults() throws Exception {
+        FileSystem dfs = FileSystem.get(conf);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        Path actual = new Path(ACTUAL_RESULT_DIR);
+        dfs.copyToLocalFile(result, actual);
+
+        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-0"), new File(
+                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-0"));
+        return true;
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHDFS() throws Exception {
+        dfsCluster.shutdown();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        HyracksUtils.deinit();
+        cleanupHDFS();
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/scheduler/SchedulerTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/scheduler/SchedulerTest.java
new file mode 100644
index 0000000..373fe21
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/scheduler/SchedulerTest.java
@@ -0,0 +1,285 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.scheduler;
+
+import java.io.FileReader;
+import java.io.IOException;
+import java.net.InetAddress;
+import java.util.HashMap;
+import java.util.Map;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapred.FileSplit;
+import org.apache.hadoop.mapred.InputSplit;
+import org.xml.sax.InputSource;
+import org.xml.sax.SAXException;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.client.NodeStatus;
+import org.apache.hyracks.api.comm.NetworkAddress;
+import org.apache.hyracks.api.topology.ClusterTopology;
+import org.apache.hyracks.api.topology.TopologyDefinitionParser;
+
+@SuppressWarnings("deprecation")
+public class SchedulerTest extends TestCase {
+    private static String TOPOLOGY_PATH = "src/test/resources/topology.xml";
+
+    private ClusterTopology parseTopology() throws IOException, SAXException {
+        FileReader fr = new FileReader(TOPOLOGY_PATH);
+        InputSource in = new InputSource(fr);
+        try {
+            return TopologyDefinitionParser.parse(in);
+        } finally {
+            fr.close();
+        }
+    }
+
+    /**
+     * Test the scheduler for the case when the Hyracks cluster is the HDFS cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSimple() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[6];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc2", "nc3", "nc5" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerLargerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc7", new NodeControllerInfo("nc7", NodeStatus.ALIVE, new NetworkAddress("10.0.0.7", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc12", new NodeControllerInfo("nc12", NodeStatus.ALIVE, new NetworkAddress("10.0.0.12", 5099), new NetworkAddress("10.0.0.5", 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[12];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.14", "10.0.0.11", "10.0.0.13" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.7" });
+        fileSplits[11] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" });
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc12",
+                "nc7", "nc7", "nc12" };
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc7", "nc12", "nc7",
+                "nc12" };
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[12];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc6",
+                "nc5", "nc6" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFSOdd() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        InputSplit[] fileSplits = new InputSplit[13];
+        fileSplits[0] = new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[1] = new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[2] = new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" });
+        fileSplits[3] = new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" });
+        fileSplits[4] = new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[5] = new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[6] = new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" });
+        fileSplits[7] = new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[8] = new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" });
+        fileSplits[9] = new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" });
+        fileSplits[10] = new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" });
+        fileSplits[11] = new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" });
+        fileSplits[12] = new FileSplit(new Path("part-13"), 0, 0, new String[] { "10.0.0.2", "10.0.0.4", "10.0.0.5" });
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc1",
+                "nc5", "nc2", "nc4" };
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+    }
+
+    /**
+     * Test boundary cases where splits array is empty or null
+     *
+     * @throws Exception
+     */
+    public void testSchedulercBoundary() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        /** test empty file splits */
+        InputSplit[] fileSplits = new InputSplit[0];
+        String[] expectedResults = new String[] {};
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        ClusterTopology topology = parseTopology();
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        fileSplits = null;
+        expectedResults = new String[] {};
+
+        scheduler = new Scheduler(ncNameToNcInfos);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+        scheduler = new Scheduler(ncNameToNcInfos, topology);
+        locationConstraints = scheduler.getLocationConstraints(fileSplits);
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/HyracksUtils.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/HyracksUtils.java
new file mode 100644
index 0000000..cc32527
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/HyracksUtils.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.utils;
+
+import java.util.EnumSet;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.job.JobFlag;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.control.cc.ClusterControllerService;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NodeControllerService;
+
+public class HyracksUtils {
+
+    public static final String NC1_ID = "nc1";
+    public static final String NC2_ID = "nc2";
+
+    public static final int DEFAULT_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_PORT = 1099;
+    public static final int TEST_HYRACKS_CC_CLIENT_PORT = 2099;
+    public static final String CC_HOST = "localhost";
+
+    public static final int FRAME_SIZE = 65536;
+
+    private static ClusterControllerService cc;
+    private static NodeControllerService nc1;
+    private static NodeControllerService nc2;
+    private static IHyracksClientConnection hcc;
+
+    public static void init() throws Exception {
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clientNetIpAddress = CC_HOST;
+        ccConfig.clusterNetIpAddress = CC_HOST;
+        ccConfig.clusterNetPort = TEST_HYRACKS_CC_PORT;
+        ccConfig.clientNetPort = TEST_HYRACKS_CC_CLIENT_PORT;
+        ccConfig.defaultMaxJobAttempts = 0;
+        ccConfig.jobHistorySize = 0;
+        ccConfig.profileDumpPeriod = -1;
+
+        // cluster controller
+        cc = new ClusterControllerService(ccConfig);
+        cc.start();
+
+        // two node controllers
+        NCConfig ncConfig1 = new NCConfig();
+        ncConfig1.ccHost = "localhost";
+        ncConfig1.clusterNetIPAddress = "localhost";
+        ncConfig1.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig1.dataIPAddress = "127.0.0.1";
+        ncConfig1.resultIPAddress = "127.0.0.1";
+        ncConfig1.nodeId = NC1_ID;
+        nc1 = new NodeControllerService(ncConfig1);
+        nc1.start();
+
+        NCConfig ncConfig2 = new NCConfig();
+        ncConfig2.ccHost = "localhost";
+        ncConfig2.clusterNetIPAddress = "localhost";
+        ncConfig2.ccPort = TEST_HYRACKS_CC_PORT;
+        ncConfig2.dataIPAddress = "127.0.0.1";
+        ncConfig2.resultIPAddress = "127.0.0.1";
+        ncConfig2.nodeId = NC2_ID;
+        nc2 = new NodeControllerService(ncConfig2);
+        nc2.start();
+
+        // hyracks connection
+        hcc = new HyracksConnection(CC_HOST, TEST_HYRACKS_CC_CLIENT_PORT);
+    }
+
+    public static void deinit() throws Exception {
+        nc2.stop();
+        nc1.stop();
+        cc.stop();
+    }
+
+    public static void runJob(JobSpecification spec, String appName) throws Exception {
+        spec.setFrameSize(FRAME_SIZE);
+        JobId jobId = hcc.startJob(spec, EnumSet.of(JobFlag.PROFILE_RUNTIME));
+        hcc.waitForCompletion(jobId);
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/TestUtils.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/TestUtils.java
new file mode 100644
index 0000000..c2ad4a0
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs/utils/TestUtils.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs.utils;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileReader;
+
+public class TestUtils {
+
+    public static void compareWithResult(File expectedFile, File actualFile) throws Exception {
+        BufferedReader readerExpected = new BufferedReader(new FileReader(expectedFile));
+        BufferedReader readerActual = new BufferedReader(new FileReader(actualFile));
+        String lineExpected, lineActual;
+        int num = 1;
+        try {
+            while ((lineExpected = readerExpected.readLine()) != null) {
+                lineActual = readerActual.readLine();
+                // Assert.assertEquals(lineExpected, lineActual);
+                if (lineActual == null) {
+                    throw new Exception("Actual result changed at line " + num + ":\n< " + lineExpected + "\n> ");
+                }
+                if (!equalStrings(lineExpected, lineActual)) {
+                    throw new Exception("Result for changed at line " + num + ":\n< " + lineExpected + "\n> "
+                            + lineActual);
+                }
+                ++num;
+            }
+            lineActual = readerActual.readLine();
+            if (lineActual != null) {
+                throw new Exception("Actual result changed at line " + num + ":\n< \n> " + lineActual);
+            }
+        } finally {
+            readerExpected.close();
+            readerActual.close();
+        }
+    }
+
+    private static boolean equalStrings(String s1, String s2) {
+        String[] rowsOne = s1.split("\n");
+        String[] rowsTwo = s2.split("\n");
+
+        if (rowsOne.length != rowsTwo.length)
+            return false;
+
+        for (int i = 0; i < rowsOne.length; i++) {
+            String row1 = rowsOne[i];
+            String row2 = rowsTwo[i];
+
+            if (row1.equals(row2))
+                continue;
+
+            String[] fields1 = row1.split(",");
+            String[] fields2 = row2.split(",");
+
+            for (int j = 0; j < fields1.length; j++) {
+                if (fields1[j].equals(fields2[j])) {
+                    continue;
+                } else if (fields1[j].indexOf('.') < 0) {
+                    return false;
+                } else {
+                    fields1[j] = fields1[j].split("=")[1];
+                    fields2[j] = fields2[j].split("=")[1];
+                    Double double1 = Double.parseDouble(fields1[j]);
+                    Double double2 = Double.parseDouble(fields2[j]);
+                    float float1 = (float) double1.doubleValue();
+                    float float2 = (float) double2.doubleValue();
+
+                    if (Math.abs(float1 - float2) == 0)
+                        continue;
+                    else {
+                        return false;
+                    }
+                }
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/dataflow/DataflowTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/dataflow/DataflowTest.java
new file mode 100644
index 0000000..fb6f32e
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/dataflow/DataflowTest.java
@@ -0,0 +1,212 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.dataflow;
+
+import java.io.DataOutputStream;
+import java.io.File;
+import java.io.FileOutputStream;
+import java.io.IOException;
+import java.util.List;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.hdfs.MiniDFSCluster;
+import org.apache.hadoop.mapreduce.InputFormat;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.Job;
+import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
+import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
+import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
+import org.apache.hadoop.util.ReflectionUtils;
+
+import org.apache.hyracks.api.client.HyracksConnection;
+import org.apache.hyracks.api.client.IHyracksClientConnection;
+import org.apache.hyracks.api.constraints.PartitionConstraintHelper;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IBinaryHashFunctionFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.JobSpecification;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.partition.FieldHashPartitionComputerFactory;
+import org.apache.hyracks.dataflow.std.connectors.MToNPartitioningMergingConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import org.apache.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import org.apache.hyracks.hdfs.MiniDFSClusterFactory;
+import org.apache.hyracks.hdfs.lib.RawBinaryComparatorFactory;
+import org.apache.hyracks.hdfs.lib.RawBinaryHashFunctionFactory;
+import org.apache.hyracks.hdfs.lib.TextKeyValueParserFactory;
+import org.apache.hyracks.hdfs.lib.TextTupleWriterFactory;
+import org.apache.hyracks.hdfs.utils.HyracksUtils;
+import org.apache.hyracks.hdfs.utils.TestUtils;
+import org.apache.hyracks.hdfs2.scheduler.Scheduler;
+
+/**
+ * Test the org.apache.hyracks.hdfs2.dataflow package,
+ * the operators for the Hadoop new API.
+ */
+public class DataflowTest extends TestCase {
+
+    private static final String ACTUAL_RESULT_DIR = "actual";
+    private static final String EXPECTED_RESULT_PATH = "src/test/resources/expected";
+    private static final String PATH_TO_HADOOP_CONF = "src/test/resources/hadoop/conf";
+
+    private static final String DATA_PATH = "src/test/resources/data/customer.tbl";
+    private static final String HDFS_INPUT_PATH = "/customer/";
+    private static final String HDFS_OUTPUT_PATH = "/customer_result/";
+
+    private static final String HADOOP_CONF_PATH = ACTUAL_RESULT_DIR + File.separator + "conf.xml";
+    private MiniDFSCluster dfsCluster;
+    private MiniDFSClusterFactory dfsClusterFactory = new MiniDFSClusterFactory();
+
+    private Job conf;
+    private int numberOfNC = 2;
+
+    @Override
+    public void setUp() throws Exception {
+        conf = new Job();
+        cleanupStores();
+        HyracksUtils.init();
+        FileUtils.forceMkdir(new File(ACTUAL_RESULT_DIR));
+        FileUtils.cleanDirectory(new File(ACTUAL_RESULT_DIR));
+        startHDFS();
+    }
+
+    private void cleanupStores() throws IOException {
+        FileUtils.forceMkdir(new File("teststore"));
+        FileUtils.forceMkdir(new File("build"));
+        FileUtils.cleanDirectory(new File("teststore"));
+        FileUtils.cleanDirectory(new File("build"));
+    }
+
+    /**
+     * Start the HDFS cluster and setup the data files
+     *
+     * @throws IOException
+     */
+    private void startHDFS() throws IOException {
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/core-site.xml"));
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/mapred-site.xml"));
+        conf.getConfiguration().addResource(new Path(PATH_TO_HADOOP_CONF + "/hdfs-site.xml"));
+
+        FileSystem lfs = FileSystem.getLocal(new Configuration());
+        lfs.delete(new Path("build"), true);
+        System.setProperty("hadoop.log.dir", "logs");
+        dfsCluster = dfsClusterFactory.getMiniDFSCluster(conf.getConfiguration(), numberOfNC);
+        FileSystem dfs = FileSystem.get(conf.getConfiguration());
+        Path src = new Path(DATA_PATH);
+        Path dest = new Path(HDFS_INPUT_PATH);
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        dfs.mkdirs(dest);
+        dfs.mkdirs(result);
+        dfs.copyFromLocalFile(src, dest);
+
+        DataOutputStream confOutput = new DataOutputStream(new FileOutputStream(new File(HADOOP_CONF_PATH)));
+        conf.getConfiguration().writeXml(confOutput);
+        confOutput.flush();
+        confOutput.close();
+    }
+
+    /**
+     * Test a job with only HDFS read and writes.
+     *
+     * @throws Exception
+     */
+    @SuppressWarnings({ "rawtypes", "unchecked" })
+    public void testHDFSReadWriteOperators() throws Exception {
+        FileInputFormat.setInputPaths(conf, HDFS_INPUT_PATH);
+        FileOutputFormat.setOutputPath(conf, new Path(HDFS_OUTPUT_PATH));
+        conf.setInputFormatClass(TextInputFormat.class);
+
+        Scheduler scheduler = new Scheduler(HyracksUtils.CC_HOST, HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        InputFormat inputFormat = ReflectionUtils.newInstance(conf.getInputFormatClass(), conf.getConfiguration());
+        List<InputSplit> splits = inputFormat.getSplits(conf);
+
+        String[] readSchedule = scheduler.getLocationConstraints(splits);
+        JobSpecification jobSpec = new JobSpecification();
+        RecordDescriptor recordDesc = new RecordDescriptor(
+                new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+        String[] locations = new String[] { HyracksUtils.NC1_ID, HyracksUtils.NC1_ID, HyracksUtils.NC2_ID,
+                HyracksUtils.NC2_ID };
+        HDFSReadOperatorDescriptor readOperator = new HDFSReadOperatorDescriptor(jobSpec, recordDesc, conf, splits,
+                readSchedule, new TextKeyValueParserFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, readOperator, locations);
+
+        ExternalSortOperatorDescriptor sortOperator = new ExternalSortOperatorDescriptor(jobSpec, 10, new int[] { 0 },
+                new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, recordDesc);
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, sortOperator, locations);
+
+        HDFSWriteOperatorDescriptor writeOperator = new HDFSWriteOperatorDescriptor(jobSpec, conf,
+                new TextTupleWriterFactory());
+        PartitionConstraintHelper.addAbsoluteLocationConstraint(jobSpec, writeOperator, HyracksUtils.NC1_ID);
+
+        jobSpec.connect(new OneToOneConnectorDescriptor(jobSpec), readOperator, 0, sortOperator, 0);
+        jobSpec.connect(new MToNPartitioningMergingConnectorDescriptor(jobSpec, new FieldHashPartitionComputerFactory(
+                new int[] { 0 }, new IBinaryHashFunctionFactory[] { RawBinaryHashFunctionFactory.INSTANCE }),
+                new int[] { 0 }, new IBinaryComparatorFactory[] { RawBinaryComparatorFactory.INSTANCE }, null),
+                sortOperator, 0, writeOperator, 0);
+        jobSpec.addRoot(writeOperator);
+
+        IHyracksClientConnection client = new HyracksConnection(HyracksUtils.CC_HOST,
+                HyracksUtils.TEST_HYRACKS_CC_CLIENT_PORT);
+        JobId jobId = client.startJob(jobSpec);
+        client.waitForCompletion(jobId);
+
+        Assert.assertEquals(true, checkResults());
+    }
+
+    /**
+     * Check if the results are correct
+     *
+     * @return true if correct
+     * @throws Exception
+     */
+    private boolean checkResults() throws Exception {
+        FileSystem dfs = FileSystem.get(conf.getConfiguration());
+        Path result = new Path(HDFS_OUTPUT_PATH);
+        Path actual = new Path(ACTUAL_RESULT_DIR);
+        dfs.copyToLocalFile(result, actual);
+
+        TestUtils.compareWithResult(new File(EXPECTED_RESULT_PATH + File.separator + "part-0"), new File(
+                ACTUAL_RESULT_DIR + File.separator + "customer_result" + File.separator + "part-0"));
+        return true;
+    }
+
+    /**
+     * cleanup hdfs cluster
+     */
+    private void cleanupHDFS() throws Exception {
+        dfsCluster.shutdown();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        HyracksUtils.deinit();
+        cleanupHDFS();
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/scheduler/SchedulerTest.java b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/scheduler/SchedulerTest.java
new file mode 100644
index 0000000..6eabb71
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/java/org/apache/hyracks/hdfs2/scheduler/SchedulerTest.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.hdfs2.scheduler;
+
+import java.net.InetAddress;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import junit.framework.Assert;
+import junit.framework.TestCase;
+
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.mapreduce.InputSplit;
+import org.apache.hadoop.mapreduce.lib.input.FileSplit;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.client.NodeStatus;
+import org.apache.hyracks.api.comm.NetworkAddress;
+
+/**
+ * Test case for the new HDFS API scheduler
+ */
+public class SchedulerTest extends TestCase {
+
+    /**
+     * Test the scheduler for the case when the Hyracks cluster is the HDFS cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSimple() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc2", "nc3", "nc5" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerLargerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.6" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.7" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc6", "nc1", "nc4", "nc2", "nc2", "nc3", "nc6", "nc5",
+                "nc3", "nc5" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFS() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc6",
+                "nc5", "nc6" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+    /**
+     * Test the case where the HDFS cluster is a larger than the Hyracks cluster
+     *
+     * @throws Exception
+     */
+    public void testSchedulerSmallerHDFSOdd() throws Exception {
+        Map<String, NodeControllerInfo> ncNameToNcInfos = new HashMap<String, NodeControllerInfo>();
+        ncNameToNcInfos.put("nc1", new NodeControllerInfo("nc1", NodeStatus.ALIVE, new NetworkAddress("10.0.0.1", 5099), new NetworkAddress("10.0.0.1", 5098)));
+        ncNameToNcInfos.put("nc2", new NodeControllerInfo("nc2", NodeStatus.ALIVE, new NetworkAddress("10.0.0.2", 5099), new NetworkAddress("10.0.0.2", 5098)));
+        ncNameToNcInfos.put("nc3", new NodeControllerInfo("nc3", NodeStatus.ALIVE, new NetworkAddress("10.0.0.3", 5099), new NetworkAddress("10.0.0.3", 5098)));
+        ncNameToNcInfos.put("nc4", new NodeControllerInfo("nc4", NodeStatus.ALIVE, new NetworkAddress("10.0.0.4", 5099), new NetworkAddress("10.0.0.4", 5098)));
+        ncNameToNcInfos.put("nc5", new NodeControllerInfo("nc5", NodeStatus.ALIVE, new NetworkAddress("10.0.0.5", 5099), new NetworkAddress("10.0.0.5", 5098)));
+        ncNameToNcInfos.put("nc6", new NodeControllerInfo("nc6", NodeStatus.ALIVE, new NetworkAddress("10.0.0.6", 5099), new NetworkAddress("10.0.0.6", 5098)));
+
+        List<InputSplit> fileSplits = new ArrayList<InputSplit>();
+        fileSplits.add(new FileSplit(new Path("part-1"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-2"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-3"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-4"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-5"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-6"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-7"), 0, 0, new String[] { "10.0.0.1", "10.0.0.2", "10.0.0.3" }));
+        fileSplits.add(new FileSplit(new Path("part-8"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-9"), 0, 0, new String[] { "10.0.0.4", "10.0.0.5", "10.0.0.1" }));
+        fileSplits.add(new FileSplit(new Path("part-10"), 0, 0, new String[] { "10.0.0.2", "10.0.0.1", "10.0.0.2" }));
+        fileSplits.add(new FileSplit(new Path("part-11"), 0, 0, new String[] { "10.0.0.3", "10.0.0.4", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-12"), 0, 0, new String[] { "10.0.0.2", "10.0.0.3", "10.0.0.5" }));
+        fileSplits.add(new FileSplit(new Path("part-13"), 0, 0, new String[] { "10.0.0.2", "10.0.0.4", "10.0.0.5" }));
+
+        Scheduler scheduler = new Scheduler(ncNameToNcInfos);
+        String[] locationConstraints = scheduler.getLocationConstraints(fileSplits);
+
+        String[] expectedResults = new String[] { "nc1", "nc4", "nc4", "nc1", "nc3", "nc2", "nc2", "nc3", "nc5", "nc1",
+                "nc5", "nc2", "nc4" };
+
+        for (int i = 0; i < locationConstraints.length; i++) {
+            Assert.assertEquals(locationConstraints[i], expectedResults[i]);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl
new file mode 100644
index 0000000..5d39c80
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl
@@ -0,0 +1,150 @@
+1|Customer#000000001|IVhzIApeRb ot,c,E|15|25-989-741-2988|711.56|BUILDING|to the even, regular platelets. regular, ironic epitaphs nag e|
+2|Customer#000000002|XSTf4,NCwDVaWNe6tEgvwfmRchLXak|13|23-768-687-3665|121.65|AUTOMOBILE|l accounts. blithely ironic theodolites integrate boldly: caref|
+3|Customer#000000003|MG9kdTD2WBHm|1|11-719-748-3364|7498.12|AUTOMOBILE| deposits eat slyly ironic, even instructions. express foxes detect slyly. blithely even accounts abov|
+4|Customer#000000004|XxVSJsLAGtn|4|14-128-190-5944|2866.83|MACHINERY| requests. final, regular ideas sleep final accou|
+5|Customer#000000005|KvpyuHCplrB84WgAiGV6sYpZq7Tj|3|13-750-942-6364|794.47|HOUSEHOLD|n accounts will have to unwind. foxes cajole accor|
+6|Customer#000000006|sKZz0CsnMD7mp4Xd0YrBvx,LREYKUWAh yVn|20|30-114-968-4951|7638.57|AUTOMOBILE|tions. even deposits boost according to the slyly bold packages. final accounts cajole requests. furious|
+7|Customer#000000007|TcGe5gaZNgVePxU5kRrvXBfkasDTea|18|28-190-982-9759|9561.95|AUTOMOBILE|ainst the ironic, express theodolites. express, even pinto beans among the exp|
+8|Customer#000000008|I0B10bB0AymmC, 0PrRYBCP1yGJ8xcBPmWhl5|17|27-147-574-9335|6819.74|BUILDING|among the slyly regular theodolites kindle blithely courts. carefully even theodolites haggle slyly along the ide|
+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
+10|Customer#000000010|6LrEaV6KR6PLVcgl2ArL Q3rqzLzcT1 v2|5|15-741-346-9870|2753.54|HOUSEHOLD|es regular deposits haggle. fur|
+11|Customer#000000011|PkWS 3HlXqwTuzrKg633BEi|23|33-464-151-3439|-272.60|BUILDING|ckages. requests sleep slyly. quickly even pinto beans promise above the slyly regular pinto beans. |
+12|Customer#000000012|9PWKuhzT4Zr1Q|13|23-791-276-1263|3396.49|HOUSEHOLD| to the carefully final braids. blithely regular requests nag. ironic theodolites boost quickly along|
+13|Customer#000000013|nsXQu0oVjD7PM659uC3SRSp|3|13-761-547-5974|3857.34|BUILDING|ounts sleep carefully after the close frays. carefully bold notornis use ironic requests. blithely|
+14|Customer#000000014|KXkletMlL2JQEA |1|11-845-129-3851|5266.30|FURNITURE|, ironic packages across the unus|
+15|Customer#000000015|YtWggXoOLdwdo7b0y,BZaGUQMLJMX1Y,EC,6Dn|23|33-687-542-7601|2788.52|HOUSEHOLD| platelets. regular deposits detect asymptotes. blithely unusual packages nag slyly at the fluf|
+16|Customer#000000016|cYiaeMLZSMAOQ2 d0W,|10|20-781-609-3107|4681.03|FURNITURE|kly silent courts. thinly regular theodolites sleep fluffily after |
+17|Customer#000000017|izrh 6jdqtp2eqdtbkswDD8SG4SzXruMfIXyR7|2|12-970-682-3487|6.34|AUTOMOBILE|packages wake! blithely even pint|
+18|Customer#000000018|3txGO AiuFux3zT0Z9NYaFRnZt|6|16-155-215-1315|5494.43|BUILDING|s sleep. carefully even instructions nag furiously alongside of t|
+19|Customer#000000019|uc,3bHIx84H,wdrmLOjVsiqXCq2tr|18|28-396-526-5053|8914.71|HOUSEHOLD| nag. furiously careful packages are slyly at the accounts. furiously regular in|
+20|Customer#000000020|JrPk8Pqplj4Ne|22|32-957-234-8742|7603.40|FURNITURE|g alongside of the special excuses-- fluffily enticing packages wake |
+21|Customer#000000021|XYmVpr9yAHDEn|8|18-902-614-8344|1428.25|MACHINERY| quickly final accounts integrate blithely furiously u|
+22|Customer#000000022|QI6p41,FNs5k7RZoCCVPUTkUdYpB|3|13-806-545-9701|591.98|MACHINERY|s nod furiously above the furiously ironic ideas. |
+23|Customer#000000023|OdY W13N7Be3OC5MpgfmcYss0Wn6TKT|3|13-312-472-8245|3332.02|HOUSEHOLD|deposits. special deposits cajole slyly. fluffily special deposits about the furiously |
+24|Customer#000000024|HXAFgIAyjxtdqwimt13Y3OZO 4xeLe7U8PqG|13|23-127-851-8031|9255.67|MACHINERY|into beans. fluffily final ideas haggle fluffily|
+25|Customer#000000025|Hp8GyFQgGHFYSilH5tBfe|12|22-603-468-3533|7133.70|FURNITURE|y. accounts sleep ruthlessly according to the regular theodolites. unusual instructions sleep. ironic, final|
+26|Customer#000000026|8ljrc5ZeMl7UciP|22|32-363-455-4837|5182.05|AUTOMOBILE|c requests use furiously ironic requests. slyly ironic dependencies us|
+27|Customer#000000027|IS8GIyxpBrLpMT0u7|3|13-137-193-2709|5679.84|BUILDING| about the carefully ironic pinto beans. accoun|
+28|Customer#000000028|iVyg0daQ,Tha8x2WPWA9m2529m|8|18-774-241-1462|1007.18|FURNITURE| along the regular deposits. furiously final pac|
+29|Customer#000000029|sJ5adtfyAkCK63df2,vF25zyQMVYE34uh|0|10-773-203-7342|7618.27|FURNITURE|its after the carefully final platelets x-ray against |
+30|Customer#000000030|nJDsELGAavU63Jl0c5NKsKfL8rIJQQkQnYL2QJY|1|11-764-165-5076|9321.01|BUILDING|lithely final requests. furiously unusual account|
+31|Customer#000000031|LUACbO0viaAv6eXOAebryDB xjVst|23|33-197-837-7094|5236.89|HOUSEHOLD|s use among the blithely pending depo|
+32|Customer#000000032|jD2xZzi UmId,DCtNBLXKj9q0Tlp2iQ6ZcO3J|15|25-430-914-2194|3471.53|BUILDING|cial ideas. final, furious requests across the e|
+33|Customer#000000033|qFSlMuLucBmx9xnn5ib2csWUweg D|17|27-375-391-1280|-78.56|AUTOMOBILE|s. slyly regular accounts are furiously. carefully pending requests|
+34|Customer#000000034|Q6G9wZ6dnczmtOx509xgE,M2KV|15|25-344-968-5422|8589.70|HOUSEHOLD|nder against the even, pending accounts. even|
+35|Customer#000000035|TEjWGE4nBzJL2|17|27-566-888-7431|1228.24|HOUSEHOLD|requests. special, express requests nag slyly furiousl|
+36|Customer#000000036|3TvCzjuPzpJ0,DdJ8kW5U|21|31-704-669-5769|4987.27|BUILDING|haggle. enticing, quiet platelets grow quickly bold sheaves. carefully regular acc|
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diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0 b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0
new file mode 100755
index 0000000..ce3b00c
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0
@@ -0,0 +1,150 @@
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+87|Customer#000000087|hgGhHVSWQl 6jZ6Ev|23|33-869-884-7053|6327.54|FURNITURE|hely ironic requests integrate according to the ironic accounts. slyly regular pla|
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+9|Customer#000000009|xKiAFTjUsCuxfeleNqefumTrjS|8|18-338-906-3675|8324.07|FURNITURE|r theodolites according to the requests wake thinly excuses: pending requests haggle furiousl|
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/core-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/core-site.xml
new file mode 100644
index 0000000..ac415ee
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/core-site.xml
@@ -0,0 +1,37 @@
+<?xml version="1.0"?>
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+
+<property>
+    <name>fs.default.name</name>
+    <value>hdfs://127.0.0.1:31888</value>
+</property>
+<property>
+    <name>hadoop.tmp.dir</name>
+    <value>/tmp/hadoop</value>
+</property>
+
+
+</configuration>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/hdfs-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/hdfs-site.xml
new file mode 100644
index 0000000..e572e41
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/hdfs-site.xml
@@ -0,0 +1,42 @@
+<?xml version="1.0"?>
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+
+<property>
+   <name>dfs.replication</name>
+   <value>1</value>
+</property>
+
+<property>
+	<name>dfs.block.size</name>
+	<value>1048576</value>
+</property>
+
+<property>
+	<name>dfs.namenode.fs-limits.min-block-size</name>
+	<value>1048576</value>
+</property>
+
+</configuration>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/log4j.properties b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/log4j.properties
new file mode 100755
index 0000000..145b484
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/log4j.properties
@@ -0,0 +1,112 @@
+#/*
+ # Licensed to the Apache Software Foundation (ASF) under one
+ # or more contributor license agreements.  See the NOTICE file
+ # distributed with this work for additional information
+ # regarding copyright ownership.  The ASF licenses this file
+ # to you under the Apache License, Version 2.0 (the
+ # "License"); you may not use this file except in compliance
+ # with the License.  You may obtain a copy of the License at
+ #
+ #   http://www.apache.org/licenses/LICENSE-2.0
+ #
+ # Unless required by applicable law or agreed to in writing,
+ # software distributed under the License is distributed on an
+ # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ # KIND, either express or implied.  See the License for the
+ # specific language governing permissions and limitations
+ # under the License.
+ #*/
+# Define some default values that can be overridden by system properties
+hadoop.root.logger=FATAL,console
+hadoop.log.dir=.
+hadoop.log.file=hadoop.log
+
+# Define the root logger to the system property "hadoop.root.logger".
+log4j.rootLogger=${hadoop.root.logger}, EventCounter
+
+# Logging Threshold
+log4j.threshhold=FATAL
+
+#
+# Daily Rolling File Appender
+#
+
+log4j.appender.DRFA=org.apache.log4j.DailyRollingFileAppender
+log4j.appender.DRFA.File=${hadoop.log.dir}/${hadoop.log.file}
+
+# Rollver at midnight
+log4j.appender.DRFA.DatePattern=.yyyy-MM-dd
+
+# 30-day backup
+#log4j.appender.DRFA.MaxBackupIndex=30
+log4j.appender.DRFA.layout=org.apache.log4j.PatternLayout
+
+# Pattern format: Date LogLevel LoggerName LogMessage
+log4j.appender.DRFA.layout.ConversionPattern=%d{ISO8601} %p %c: %m%n
+# Debugging Pattern format
+#log4j.appender.DRFA.layout.ConversionPattern=%d{ISO8601} %-5p %c{2} (%F:%M(%L)) - %m%n
+
+
+#
+# console
+# Add "console" to rootlogger above if you want to use this 
+#
+
+log4j.appender.console=org.apache.log4j.ConsoleAppender
+log4j.appender.console.target=System.err
+log4j.appender.console.layout=org.apache.log4j.PatternLayout
+log4j.appender.console.layout.ConversionPattern=%d{yy/MM/dd HH:mm:ss} %p %c{2}: %m%n
+
+#
+# TaskLog Appender
+#
+
+#Default values
+hadoop.tasklog.taskid=null
+hadoop.tasklog.noKeepSplits=4
+hadoop.tasklog.totalLogFileSize=100
+hadoop.tasklog.purgeLogSplits=true
+hadoop.tasklog.logsRetainHours=12
+
+log4j.appender.TLA=org.apache.hadoop.mapred.TaskLogAppender
+log4j.appender.TLA.taskId=${hadoop.tasklog.taskid}
+log4j.appender.TLA.totalLogFileSize=${hadoop.tasklog.totalLogFileSize}
+
+log4j.appender.TLA.layout=org.apache.log4j.PatternLayout
+log4j.appender.TLA.layout.ConversionPattern=%d{ISO8601} %p %c: %m%n
+
+#
+# Rolling File Appender
+#
+
+#log4j.appender.RFA=org.apache.log4j.RollingFileAppender
+#log4j.appender.RFA.File=${hadoop.log.dir}/${hadoop.log.file}
+
+# Logfile size and and 30-day backups
+#log4j.appender.RFA.MaxFileSize=1MB
+#log4j.appender.RFA.MaxBackupIndex=30
+
+#log4j.appender.RFA.layout=org.apache.log4j.PatternLayout
+#log4j.appender.RFA.layout.ConversionPattern=%d{ISO8601} %-5p %c{2} - %m%n
+#log4j.appender.RFA.layout.ConversionPattern=%d{ISO8601} %-5p %c{2} (%F:%M(%L)) - %m%n
+
+#
+# FSNamesystem Audit logging
+# All audit events are logged at INFO level
+#
+log4j.logger.org.apache.hadoop.fs.FSNamesystem.audit=WARN
+
+# Custom Logging levels
+
+#log4j.logger.org.apache.hadoop.mapred.JobTracker=DEBUG
+#log4j.logger.org.apache.hadoop.mapred.TaskTracker=DEBUG
+#log4j.logger.org.apache.hadoop.fs.FSNamesystem=DEBUG
+
+# Jets3t library
+log4j.logger.org.jets3t.service.impl.rest.httpclient.RestS3Service=ERROR
+
+#
+# Event Counter Appender
+# Sends counts of logging messages at different severity levels to Hadoop Metrics.
+#
+log4j.appender.EventCounter=org.apache.hadoop.metrics.jvm.EventCounter
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml
new file mode 100644
index 0000000..8c4f165
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/hadoop/conf/mapred-site.xml
@@ -0,0 +1,44 @@
+<?xml version="1.0"?>
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
+
+<!-- Put site-specific property overrides in this file. -->
+
+<configuration>
+
+  <property>
+    <name>mapred.job.tracker</name>
+    <value>localhost:29007</value>
+  </property>
+  <property>
+     <name>mapred.tasktracker.map.tasks.maximum</name>
+     <value>20</value>
+  </property>
+   <property>
+      <name>mapred.tasktracker.reduce.tasks.maximum</name>
+      <value>20</value>
+   </property>
+   <property>
+      <name>mapred.max.split.size</name>
+      <value>2048</value>
+   </property>
+
+</configuration>
diff --git a/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml
new file mode 100644
index 0000000..0743ef0
--- /dev/null
+++ b/hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/topology.xml
@@ -0,0 +1,51 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<cluster-topology>
+	<network-switch name="all">
+		<network-switch name="rack1">
+			<terminal name="10.0.0.1" />
+			<terminal name="10.0.0.5" />
+			<terminal name="10.0.0.9" />
+			<terminal name="10.0.0.13" />
+			<terminal name="10.0.0.17" />
+		</network-switch>
+		<network-switch name="rack2">
+			<terminal name="10.0.0.2" />
+			<terminal name="10.0.0.6" />
+			<terminal name="10.0.0.10" />
+			<terminal name="10.0.0.14" />
+			<terminal name="10.0.0.18" />
+		</network-switch>
+		<network-switch name="rack3">
+			<terminal name="10.0.0.3" />
+			<terminal name="10.0.0.7" />
+			<terminal name="10.0.0.11" />
+			<terminal name="10.0.0.15" />
+			<terminal name="10.0.0.19" />
+		</network-switch>
+		<network-switch name="rack4">
+			<terminal name="10.0.0.4" />
+			<terminal name="10.0.0.8" />
+			<terminal name="10.0.0.12" />
+			<terminal name="10.0.0.16" />
+			<terminal name="10.0.0.20" />
+		</network-switch>
+	</network-switch>
+</cluster-topology>
\ No newline at end of file
diff --git a/hyracks/hyracks-hdfs/pom.xml b/hyracks/hyracks-hdfs/pom.xml
new file mode 100644
index 0000000..8010ec6
--- /dev/null
+++ b/hyracks/hyracks-hdfs/pom.xml
@@ -0,0 +1,51 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-hdfs</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-hdfs</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+
+  <modules>
+    <module>hyracks-hdfs-1.x</module>
+    <module>hyracks-hdfs-2.x</module>
+    <module>hyracks-hdfs-core</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-ipc/pom.xml b/hyracks/hyracks-ipc/pom.xml
new file mode 100644
index 0000000..7472c9d
--- /dev/null
+++ b/hyracks/hyracks-ipc/pom.xml
@@ -0,0 +1,50 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-ipc</artifactId>
+  <name>hyracks-ipc</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCHandle.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCHandle.java
new file mode 100644
index 0000000..d66f233
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCHandle.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+import java.net.InetSocketAddress;
+
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public interface IIPCHandle {
+    public InetSocketAddress getRemoteAddress();
+
+    public long send(long requestId, Object payload, Exception exception) throws IPCException;
+
+    public void setAttachment(Object attachment);
+
+    public Object getAttachment();
+
+    public boolean isConnected();
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCI.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCI.java
new file mode 100644
index 0000000..bfc46df
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IIPCI.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+public interface IIPCI {
+    public void deliverIncomingMessage(IIPCHandle handle, long mid, long rmid, Object payload, Exception exception);
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPCPerformanceCounters.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPCPerformanceCounters.java
new file mode 100644
index 0000000..e3d6318
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPCPerformanceCounters.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+public class IPCPerformanceCounters {
+    private final AtomicLong nMessagesSent;
+
+    private final AtomicLong nMessageBytesSent;
+
+    private final AtomicLong nMessagesReceived;
+
+    private final AtomicLong nMessageBytesReceived;
+
+    public IPCPerformanceCounters() {
+        nMessagesSent = new AtomicLong();
+        nMessageBytesSent = new AtomicLong();
+        nMessagesReceived = new AtomicLong();
+        nMessageBytesReceived = new AtomicLong();
+    }
+
+    public long getMessageSentCount() {
+        return nMessagesSent.get();
+    }
+
+    public void addMessageSentCount(long delta) {
+        nMessagesSent.addAndGet(delta);
+    }
+
+    public long getMessageBytesSent() {
+        return nMessageBytesSent.get();
+    }
+
+    public void addMessageBytesSent(long delta) {
+        nMessageBytesSent.addAndGet(delta);
+    }
+
+    public long getMessageReceivedCount() {
+        return nMessagesReceived.get();
+    }
+
+    public void addMessageReceivedCount(long delta) {
+        nMessagesReceived.addAndGet(delta);
+    }
+
+    public long getMessageBytesReceived() {
+        return nMessageBytesReceived.get();
+    }
+
+    public void addMessageBytesReceived(long delta) {
+        nMessageBytesReceived.addAndGet(delta);
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPayloadSerializerDeserializer.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPayloadSerializerDeserializer.java
new file mode 100644
index 0000000..1d2c754
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IPayloadSerializerDeserializer.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+import java.nio.ByteBuffer;
+
+public interface IPayloadSerializerDeserializer {
+    public Object deserializeObject(ByteBuffer buffer, int length) throws Exception;
+
+    public Exception deserializeException(ByteBuffer buffer, int length) throws Exception;
+
+    public byte[] serializeObject(Object object) throws Exception;
+
+    public byte[] serializeException(Exception object) throws Exception;
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IResponseCallback.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IResponseCallback.java
new file mode 100644
index 0000000..4328fc3
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/IResponseCallback.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+public interface IResponseCallback {
+    public void callback(IIPCHandle handle, Object response, Exception exception);
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/RPCInterface.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/RPCInterface.java
new file mode 100644
index 0000000..aebe2f5
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/api/RPCInterface.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.api;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class RPCInterface implements IIPCI {
+    private final Map<Long, Request> reqMap;
+
+    public RPCInterface() {
+        reqMap = new HashMap<Long, RPCInterface.Request>();
+    }
+
+    public Object call(IIPCHandle handle, Object request) throws Exception {
+        Request req;
+        long mid;
+        synchronized (this) {
+            if (!handle.isConnected()) {
+                throw new IPCException("Cannot send on a closed handle");
+            }
+            req = new Request(handle, this);
+            mid = handle.send(-1, request, null);
+            reqMap.put(mid, req);
+        }
+        return req.getResponse();
+    }
+
+    @Override
+    public void deliverIncomingMessage(IIPCHandle handle, long mid, long rmid, Object payload, Exception exception) {
+        Request req;
+        synchronized (this) {
+            req = reqMap.remove(rmid);
+        }
+        assert req != null;
+        if (exception != null) {
+            req.setException(exception);
+        } else {
+            req.setResult(payload);
+        }
+    }
+
+    protected synchronized void removeRequest(Request r) {
+        reqMap.remove(r);
+    }
+
+    private static class Request {
+
+        private boolean pending;
+
+        private Object result;
+
+        private Exception exception;
+
+        Request(IIPCHandle carrier, RPCInterface parent) {
+            pending = true;
+            result = null;
+            exception = null;
+        }
+
+        synchronized void setResult(Object result) {
+            this.pending = false;
+            this.result = result;
+            notifyAll();
+        }
+
+        synchronized void setException(Exception exception) {
+            this.pending = false;
+            this.exception = exception;
+            notifyAll();
+        }
+
+        synchronized Object getResponse() throws Exception {
+            while (pending) {
+                wait();
+            }
+            if (exception != null) {
+                throw exception;
+            }
+            return result;
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/exceptions/IPCException.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/exceptions/IPCException.java
new file mode 100644
index 0000000..61e036d
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/exceptions/IPCException.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.exceptions;
+
+public class IPCException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public IPCException() {
+        super();
+    }
+
+    public IPCException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public IPCException(String message) {
+        super(message);
+    }
+
+    public IPCException(Throwable cause) {
+        super(cause);
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/HandleState.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/HandleState.java
new file mode 100644
index 0000000..912c267
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/HandleState.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+enum HandleState {
+    INITIAL,
+    CONNECT_SENT,
+    CONNECT_RECEIVED,
+    CONNECTED,
+    CONNECT_FAILED,
+    CLOSED,
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCConnectionManager.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCConnectionManager.java
new file mode 100644
index 0000000..b03b7e0
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCConnectionManager.java
@@ -0,0 +1,347 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.ServerSocket;
+import java.net.StandardSocketOptions;
+import java.nio.ByteBuffer;
+import java.nio.channels.ClosedChannelException;
+import java.nio.channels.SelectableChannel;
+import java.nio.channels.SelectionKey;
+import java.nio.channels.Selector;
+import java.nio.channels.ServerSocketChannel;
+import java.nio.channels.SocketChannel;
+import java.util.ArrayList;
+import java.util.BitSet;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+public class IPCConnectionManager {
+    private static final Logger LOGGER = Logger.getLogger(IPCConnectionManager.class.getName());
+
+    private final IPCSystem system;
+
+    private final NetworkThread networkThread;
+
+    private final ServerSocketChannel serverSocketChannel;
+
+    private final Map<InetSocketAddress, IPCHandle> ipcHandleMap;
+
+    private final List<IPCHandle> pendingConnections;
+
+    private final List<IPCHandle> workingPendingConnections;
+
+    private final List<Message> sendList;
+
+    private final List<Message> workingSendList;
+
+    private final InetSocketAddress address;
+
+    private volatile boolean stopped;
+
+    IPCConnectionManager(IPCSystem system, InetSocketAddress socketAddress) throws IOException {
+        this.system = system;
+        this.networkThread = new NetworkThread();
+        this.networkThread.setPriority(Thread.MAX_PRIORITY);
+        this.serverSocketChannel = ServerSocketChannel.open();
+        serverSocketChannel.socket().setReuseAddress(true);
+        serverSocketChannel.configureBlocking(false);
+        ServerSocket socket = serverSocketChannel.socket();
+        socket.bind(socketAddress);
+        address = new InetSocketAddress(socket.getInetAddress(), socket.getLocalPort());
+        ipcHandleMap = new HashMap<InetSocketAddress, IPCHandle>();
+        pendingConnections = new ArrayList<IPCHandle>();
+        workingPendingConnections = new ArrayList<IPCHandle>();
+        sendList = new ArrayList<Message>();
+        workingSendList = new ArrayList<Message>();
+    }
+
+    InetSocketAddress getAddress() {
+        return address;
+    }
+
+    void start() {
+        stopped = false;
+        networkThread.start();
+    }
+
+    void stop() throws IOException {
+        stopped = true;
+        serverSocketChannel.close();
+    }
+
+    IPCHandle getIPCHandle(InetSocketAddress remoteAddress, int retries) throws IOException, InterruptedException {
+        IPCHandle handle;
+        int attempt = 1;
+        while (true) {
+            synchronized (this) {
+                handle = ipcHandleMap.get(remoteAddress);
+                if (handle == null) {
+                    handle = new IPCHandle(system, remoteAddress);
+                    pendingConnections.add(handle);
+                    networkThread.selector.wakeup();
+                }
+            }
+            if (handle.waitTillConnected()) {
+                return handle;
+            }
+            if (retries < 0) {
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("Connection to " + remoteAddress + " failed, retrying...");
+                    attempt++;
+                    Thread.sleep(5000);
+                }
+            } else if (attempt < retries) {
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("Connection to " + remoteAddress + " failed (Attempt " + attempt + " of " + retries
+                            + ")");
+                    attempt++;
+                    Thread.sleep(5000);
+                }
+            } else {
+                throw new IOException("Connection failed to " + remoteAddress);
+            }
+        }
+
+    }
+
+    synchronized void registerHandle(IPCHandle handle) {
+        ipcHandleMap.put(handle.getRemoteAddress(), handle);
+    }
+
+    synchronized void write(Message msg) {
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine("Enqueued message: " + msg);
+        }
+        sendList.add(msg);
+        networkThread.selector.wakeup();
+    }
+
+    private synchronized void collectOutstandingWork() {
+        if (!pendingConnections.isEmpty()) {
+            moveAll(pendingConnections, workingPendingConnections);
+        }
+        if (!sendList.isEmpty()) {
+            moveAll(sendList, workingSendList);
+        }
+    }
+
+    private Message createInitialReqMessage(IPCHandle handle) {
+        Message msg = new Message(handle);
+        msg.setMessageId(system.createMessageId());
+        msg.setRequestMessageId(-1);
+        msg.setFlag(Message.INITIAL_REQ);
+        msg.setPayload(address);
+        return msg;
+    }
+
+    private Message createInitialAckMessage(IPCHandle handle, Message req) {
+        Message msg = new Message(handle);
+        msg.setMessageId(system.createMessageId());
+        msg.setRequestMessageId(req.getMessageId());
+        msg.setFlag(Message.INITIAL_ACK);
+        msg.setPayload(null);
+        return msg;
+    }
+
+    void ack(IPCHandle handle, Message req) {
+        write(createInitialAckMessage(handle, req));
+    }
+
+    private class NetworkThread extends Thread {
+        private final Selector selector;
+
+        public NetworkThread() {
+            super("IPC Network Listener Thread");
+            setDaemon(true);
+            try {
+                selector = Selector.open();
+            } catch (IOException e) {
+                throw new RuntimeException(e);
+            }
+        }
+
+        @Override
+        public void run() {
+            try {
+                serverSocketChannel.register(selector, SelectionKey.OP_ACCEPT);
+            } catch (ClosedChannelException e) {
+                throw new RuntimeException(e);
+            }
+            BitSet unsentMessagesBitmap = new BitSet();
+            List<Message> tempUnsentMessages = new ArrayList<Message>();
+            while (!stopped) {
+                try {
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("Starting Select");
+                    }
+                    int n = selector.select();
+                    collectOutstandingWork();
+                    if (!workingPendingConnections.isEmpty()) {
+                        for (IPCHandle handle : workingPendingConnections) {
+                            SocketChannel channel = SocketChannel.open();
+                            channel.setOption(StandardSocketOptions.TCP_NODELAY, true);
+                            channel.configureBlocking(false);
+                            SelectionKey cKey = null;
+                            if (channel.connect(handle.getRemoteAddress())) {
+                                cKey = channel.register(selector, SelectionKey.OP_READ);
+                                handle.setState(HandleState.CONNECT_SENT);
+                                write(createInitialReqMessage(handle));
+                            } else {
+                                cKey = channel.register(selector, SelectionKey.OP_CONNECT);
+                            }
+                            handle.setKey(cKey);
+                            cKey.attach(handle);
+                        }
+                        workingPendingConnections.clear();
+                    }
+                    if (!workingSendList.isEmpty()) {
+                        unsentMessagesBitmap.clear();
+                        int len = workingSendList.size();
+                        for (int i = 0; i < len; ++i) {
+                            Message msg = workingSendList.get(i);
+                            if (LOGGER.isLoggable(Level.FINE)) {
+                                LOGGER.fine("Processing send of message: " + msg);
+                            }
+                            IPCHandle handle = msg.getIPCHandle();
+                            if (handle.getState() != HandleState.CLOSED) {
+                                if (!handle.full()) {
+                                    while (true) {
+                                        ByteBuffer buffer = handle.getOutBuffer();
+                                        buffer.compact();
+                                        boolean success = msg.write(buffer);
+                                        buffer.flip();
+                                        if (success) {
+                                            system.getPerformanceCounters().addMessageSentCount(1);
+                                            SelectionKey key = handle.getKey();
+                                            key.interestOps(key.interestOps() | SelectionKey.OP_WRITE);
+                                        } else {
+                                            if (!buffer.hasRemaining()) {
+                                                handle.resizeOutBuffer();
+                                                continue;
+                                            }
+                                            handle.markFull();
+                                            unsentMessagesBitmap.set(i);
+                                        }
+                                        break;
+                                    }
+                                } else {
+                                    unsentMessagesBitmap.set(i);
+                                }
+                            }
+                        }
+                        copyUnsentMessages(unsentMessagesBitmap, tempUnsentMessages);
+                    }
+                    if (n > 0) {
+                        for (Iterator<SelectionKey> i = selector.selectedKeys().iterator(); i.hasNext();) {
+                            SelectionKey key = i.next();
+                            i.remove();
+                            SelectableChannel sc = key.channel();
+                            if (key.isReadable()) {
+                                SocketChannel channel = (SocketChannel) sc;
+                                IPCHandle handle = (IPCHandle) key.attachment();
+                                ByteBuffer readBuffer = handle.getInBuffer();
+                                int len = channel.read(readBuffer);
+                                system.getPerformanceCounters().addMessageBytesReceived(len);
+                                if (len < 0) {
+                                    key.cancel();
+                                    channel.close();
+                                    handle.close();
+                                } else {
+                                    handle.processIncomingMessages();
+                                    if (!readBuffer.hasRemaining()) {
+                                        handle.resizeInBuffer();
+                                    }
+                                }
+                            } else if (key.isWritable()) {
+                                SocketChannel channel = (SocketChannel) sc;
+                                IPCHandle handle = (IPCHandle) key.attachment();
+                                ByteBuffer writeBuffer = handle.getOutBuffer();
+                                int len = channel.write(writeBuffer);
+                                system.getPerformanceCounters().addMessageBytesSent(len);
+                                if (len < 0) {
+                                    key.cancel();
+                                    channel.close();
+                                    handle.close();
+                                } else if (!writeBuffer.hasRemaining()) {
+                                    key.interestOps(key.interestOps() & ~SelectionKey.OP_WRITE);
+                                }
+                                if (handle.full()) {
+                                    handle.clearFull();
+                                    selector.wakeup();
+                                }
+                            } else if (key.isAcceptable()) {
+                                assert sc == serverSocketChannel;
+                                SocketChannel channel = serverSocketChannel.accept();
+                                channel.setOption(StandardSocketOptions.TCP_NODELAY, true);
+                                channel.configureBlocking(false);
+                                IPCHandle handle = new IPCHandle(system, null);
+                                SelectionKey cKey = channel.register(selector, SelectionKey.OP_READ);
+                                handle.setKey(cKey);
+                                cKey.attach(handle);
+                                handle.setState(HandleState.CONNECT_RECEIVED);
+                            } else if (key.isConnectable()) {
+                                SocketChannel channel = (SocketChannel) sc;
+                                IPCHandle handle = (IPCHandle) key.attachment();
+                                try {
+                                    if (!channel.finishConnect()) {
+                                        throw new Exception("Connection did not finish");
+                                    }
+                                } catch (Exception e) {
+                                    e.printStackTrace();
+                                    handle.setState(HandleState.CONNECT_FAILED);
+                                    continue;
+                                }
+                                handle.setState(HandleState.CONNECT_SENT);
+                                registerHandle(handle);
+                                key.interestOps(SelectionKey.OP_READ);
+                                write(createInitialReqMessage(handle));
+                            }
+                        }
+                    }
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        private void copyUnsentMessages(BitSet unsentMessagesBitmap, List<Message> tempUnsentMessages) {
+            assert tempUnsentMessages.isEmpty();
+            for (int i = unsentMessagesBitmap.nextSetBit(0); i >= 0; i = unsentMessagesBitmap.nextSetBit(i + 1)) {
+                tempUnsentMessages.add(workingSendList.get(i));
+            }
+            workingSendList.clear();
+            moveAll(tempUnsentMessages, workingSendList);
+        }
+    }
+
+    private <T> void moveAll(List<T> source, List<T> target) {
+        int len = source.size();
+        for (int i = 0; i < len; ++i) {
+            target.add(source.get(i));
+        }
+        source.clear();
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCHandle.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCHandle.java
new file mode 100644
index 0000000..1fcdb3c
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCHandle.java
@@ -0,0 +1,195 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+import java.net.InetSocketAddress;
+import java.nio.ByteBuffer;
+import java.nio.channels.SelectionKey;
+
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+final class IPCHandle implements IIPCHandle {
+    private static final int DEFAULT_BUFFER_SIZE = 1024 * 1024;
+
+    private final IPCSystem system;
+
+    private InetSocketAddress remoteAddress;
+
+    private HandleState state;
+
+    private SelectionKey key;
+
+    private Object attachment;
+
+    private ByteBuffer inBuffer;
+
+    private ByteBuffer outBuffer;
+
+    private boolean full;
+
+    IPCHandle(IPCSystem system, InetSocketAddress remoteAddress) {
+        this.system = system;
+        this.remoteAddress = remoteAddress;
+        inBuffer = ByteBuffer.allocate(DEFAULT_BUFFER_SIZE);
+        outBuffer = ByteBuffer.allocate(DEFAULT_BUFFER_SIZE);
+        outBuffer.flip();
+        state = HandleState.INITIAL;
+    }
+
+    @Override
+    public InetSocketAddress getRemoteAddress() {
+        return remoteAddress;
+    }
+
+    IPCSystem getIPCSystem() {
+        return system;
+    }
+
+    void setRemoteAddress(InetSocketAddress remoteAddress) {
+        this.remoteAddress = remoteAddress;
+    }
+
+    @Override
+    public long send(long requestId, Object req, Exception exception) throws IPCException {
+        if (!isConnected()) {
+            throw new IPCException("Handle is not in Connected state");
+        }
+        Message msg = new Message(this);
+        long mid = system.createMessageId();
+        msg.setMessageId(mid);
+        msg.setRequestMessageId(requestId);
+        if (exception != null) {
+            msg.setFlag(Message.ERROR);
+            msg.setPayload(exception);
+        } else {
+            msg.setFlag(Message.NORMAL);
+            msg.setPayload(req);
+        }
+        system.getConnectionManager().write(msg);
+        return mid;
+    }
+
+    @Override
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    @Override
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    SelectionKey getKey() {
+        return key;
+    }
+
+    void setKey(SelectionKey key) {
+        this.key = key;
+    }
+
+    public synchronized boolean isConnected() {
+        return state == HandleState.CONNECTED;
+    }
+
+    synchronized HandleState getState() {
+        return state;
+    }
+
+    synchronized void setState(HandleState state) {
+        this.state = state;
+        notifyAll();
+    }
+
+    synchronized boolean waitTillConnected() throws InterruptedException {
+        while (state != HandleState.CONNECTED && state != HandleState.CONNECT_FAILED) {
+            wait();
+        }
+        return state == HandleState.CONNECTED;
+    }
+
+    ByteBuffer getInBuffer() {
+        return inBuffer;
+    }
+
+    ByteBuffer getOutBuffer() {
+        return outBuffer;
+    }
+
+    synchronized void close() {
+        setState(HandleState.CLOSED);
+    }
+
+    void processIncomingMessages() {
+        inBuffer.flip();
+        while (Message.hasMessage(inBuffer)) {
+            Message message = new Message(this);
+            try {
+                message.read(inBuffer);
+            } catch (Exception e) {
+                message.setFlag(Message.ERROR);
+                message.setPayload(e);
+            }
+            system.getPerformanceCounters().addMessageReceivedCount(1);
+
+            if (state == HandleState.CONNECT_RECEIVED) {
+                remoteAddress = (InetSocketAddress) message.getPayload();
+                system.getConnectionManager().registerHandle(this);
+                setState(HandleState.CONNECTED);
+                system.getConnectionManager().ack(this, message);
+                continue;
+            } else if (state == HandleState.CONNECT_SENT) {
+                if (message.getFlag() == Message.INITIAL_ACK) {
+                    setState(HandleState.CONNECTED);
+                } else {
+                    throw new IllegalStateException();
+                }
+                continue;
+            }
+            system.deliverIncomingMessage(message);
+        }
+        inBuffer.compact();
+    }
+
+    void resizeInBuffer() {
+        inBuffer.flip();
+        ByteBuffer readBuffer = ByteBuffer.allocate(inBuffer.capacity() * 2);
+        readBuffer.put(inBuffer);
+        inBuffer = readBuffer;
+    }
+
+    void resizeOutBuffer() {
+        ByteBuffer writeBuffer = ByteBuffer.allocate(outBuffer.capacity() * 2);
+        writeBuffer.put(outBuffer);
+        writeBuffer.flip();
+        outBuffer = writeBuffer;
+    }
+
+    void markFull() {
+        full = true;
+    }
+
+    void clearFull() {
+        full = false;
+    }
+
+    boolean full() {
+        return full;
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCSystem.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCSystem.java
new file mode 100644
index 0000000..62be1b0
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/IPCSystem.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.IIPCI;
+import org.apache.hyracks.ipc.api.IPCPerformanceCounters;
+import org.apache.hyracks.ipc.api.IPayloadSerializerDeserializer;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+
+public class IPCSystem {
+    private final IPCConnectionManager cMgr;
+
+    private final IIPCI ipci;
+
+    private final IPayloadSerializerDeserializer serde;
+
+    private final AtomicLong midFactory;
+
+    private final IPCPerformanceCounters perfCounters;
+
+    public IPCSystem(InetSocketAddress socketAddress, IIPCI ipci, IPayloadSerializerDeserializer serde)
+            throws IOException {
+        cMgr = new IPCConnectionManager(this, socketAddress);
+        this.ipci = ipci;
+        this.serde = serde;
+        midFactory = new AtomicLong();
+        perfCounters = new IPCPerformanceCounters();
+    }
+
+    public InetSocketAddress getSocketAddress() {
+        return cMgr.getAddress();
+    }
+
+    public void start() {
+        cMgr.start();
+    }
+    public void stop() throws IOException{
+        cMgr.stop();
+    }
+
+    public IIPCHandle getHandle(InetSocketAddress remoteAddress) throws IPCException {
+        return getHandle(remoteAddress, 0);
+    }
+
+    public IIPCHandle getHandle(InetSocketAddress remoteAddress, int retries) throws IPCException {
+        try {
+            return cMgr.getIPCHandle(remoteAddress, retries);
+        } catch (IOException e) {
+            throw new IPCException(e);
+        } catch (InterruptedException e) {
+            throw new IPCException(e);
+        }
+    }
+
+    IPayloadSerializerDeserializer getSerializerDeserializer() {
+        return serde;
+    }
+
+    long createMessageId() {
+        return midFactory.incrementAndGet();
+    }
+
+    void deliverIncomingMessage(final Message message) {
+        long mid = message.getMessageId();
+        long rmid = message.getRequestMessageId();
+        Object payload = null;
+        Exception exception = null;
+        if (message.getFlag() == Message.ERROR) {
+            exception = (Exception) message.getPayload();
+            exception.printStackTrace();
+        } else {
+            payload = message.getPayload();
+        }
+        ipci.deliverIncomingMessage(message.getIPCHandle(), mid, rmid, payload, exception);
+    }
+
+    IPCConnectionManager getConnectionManager() {
+        return cMgr;
+    }
+
+    public IPCPerformanceCounters getPerformanceCounters() {
+        return perfCounters;
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/JavaSerializationBasedPayloadSerializerDeserializer.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/JavaSerializationBasedPayloadSerializerDeserializer.java
new file mode 100644
index 0000000..2c1f0dc
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/JavaSerializationBasedPayloadSerializerDeserializer.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.ObjectInputStream;
+import java.io.ObjectOutputStream;
+import java.io.OutputStream;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.ipc.api.IPayloadSerializerDeserializer;
+
+public class JavaSerializationBasedPayloadSerializerDeserializer implements IPayloadSerializerDeserializer {
+    @Override
+    public Object deserializeObject(ByteBuffer buffer, int length) throws Exception {
+        return deserialize(buffer, length);
+    }
+
+    @Override
+    public Exception deserializeException(ByteBuffer buffer, int length) throws Exception {
+        return (Exception) deserialize(buffer, length);
+    }
+
+    @Override
+    public byte[] serializeObject(Object object) throws Exception {
+        return serialize(object);
+    }
+
+    @Override
+    public byte[] serializeException(Exception exception) throws Exception {
+        return serialize(exception);
+    }
+
+    public static void serialize(OutputStream out, Object object) throws Exception {
+        ObjectOutputStream oos = new ObjectOutputStream(out);
+        oos.writeObject(object);
+        oos.flush();
+    }
+
+    private Object deserialize(ByteBuffer buffer, int length) throws Exception {
+        ObjectInputStream ois = new ObjectInputStream(new ByteArrayInputStream(buffer.array(), buffer.position(),
+                length));
+        Object object = ois.readObject();
+        ois.close();
+        return object;
+    }
+
+    private byte[] serialize(Object object) throws Exception {
+        ByteArrayOutputStream baos = new ByteArrayOutputStream();
+        serialize(baos, object);
+        baos.close();
+        return baos.toByteArray();
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/Message.java b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/Message.java
new file mode 100644
index 0000000..1f3f0c3
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/main/java/org/apache/hyracks/ipc/impl/Message.java
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.impl;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.ipc.api.IPayloadSerializerDeserializer;
+
+class Message {
+    private static final int MSG_SIZE_SIZE = 4;
+
+    private static final int HEADER_SIZE = 17;
+
+    static final byte INITIAL_REQ = 1;
+
+    static final byte INITIAL_ACK = 2;
+
+    static final byte ERROR = 3;
+
+    static final byte NORMAL = 0;
+
+    private IPCHandle ipcHandle;
+
+    private long messageId;
+
+    private long requestMessageId;
+
+    private byte flag;
+
+    private Object payload;
+
+    Message(IPCHandle ipcHandle) {
+        this.ipcHandle = ipcHandle;
+    }
+
+    IPCHandle getIPCHandle() {
+        return ipcHandle;
+    }
+
+    void setMessageId(long messageId) {
+        this.messageId = messageId;
+    }
+
+    long getMessageId() {
+        return messageId;
+    }
+
+    void setRequestMessageId(long requestMessageId) {
+        this.requestMessageId = requestMessageId;
+    }
+
+    long getRequestMessageId() {
+        return requestMessageId;
+    }
+
+    void setFlag(byte flag) {
+        this.flag = flag;
+    }
+
+    byte getFlag() {
+        return flag;
+    }
+
+    void setPayload(Object payload) {
+        this.payload = payload;
+    }
+
+    Object getPayload() {
+        return payload;
+    }
+
+    static boolean hasMessage(ByteBuffer buffer) {
+        if (buffer.remaining() < MSG_SIZE_SIZE) {
+            return false;
+        }
+        int msgSize = buffer.getInt(buffer.position());
+        return buffer.remaining() >= msgSize + MSG_SIZE_SIZE;
+    }
+
+    void read(ByteBuffer buffer) throws Exception {
+        assert hasMessage(buffer);
+        int msgSize = buffer.getInt();
+        messageId = buffer.getLong();
+        requestMessageId = buffer.getLong();
+        flag = buffer.get();
+        int finalPosition = buffer.position() + msgSize - HEADER_SIZE;
+        int length = msgSize - HEADER_SIZE;
+        try {
+            IPayloadSerializerDeserializer serde = ipcHandle.getIPCSystem().getSerializerDeserializer();
+            payload = flag == ERROR ? serde.deserializeException(buffer, length) : serde.deserializeObject(buffer,
+                    length);
+        } finally {
+            buffer.position(finalPosition);
+        }
+    }
+
+    boolean write(ByteBuffer buffer) throws Exception {
+        IPayloadSerializerDeserializer serde = ipcHandle.getIPCSystem().getSerializerDeserializer();
+        byte[] bytes = flag == ERROR ? serde.serializeException((Exception) payload) : serde.serializeObject(payload);
+        if (buffer.remaining() >= MSG_SIZE_SIZE + HEADER_SIZE + bytes.length) {
+            buffer.putInt(HEADER_SIZE + bytes.length);
+            buffer.putLong(messageId);
+            buffer.putLong(requestMessageId);
+            buffer.put(flag);
+            buffer.put(bytes);
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public String toString() {
+        return "MSG[" + messageId + ":" + requestMessageId + ":" + flag + ":" + payload + "]";
+    }
+}
diff --git a/hyracks/hyracks-ipc/src/test/java/org/apache/hyracks/ipc/tests/IPCTest.java b/hyracks/hyracks-ipc/src/test/java/org/apache/hyracks/ipc/tests/IPCTest.java
new file mode 100644
index 0000000..b454520
--- /dev/null
+++ b/hyracks/hyracks-ipc/src/test/java/org/apache/hyracks/ipc/tests/IPCTest.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.ipc.tests;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.util.concurrent.Executor;
+import java.util.concurrent.Executors;
+
+import junit.framework.Assert;
+
+import org.junit.Test;
+
+import org.apache.hyracks.ipc.api.IIPCHandle;
+import org.apache.hyracks.ipc.api.IIPCI;
+import org.apache.hyracks.ipc.api.RPCInterface;
+import org.apache.hyracks.ipc.exceptions.IPCException;
+import org.apache.hyracks.ipc.impl.IPCSystem;
+import org.apache.hyracks.ipc.impl.JavaSerializationBasedPayloadSerializerDeserializer;
+
+public class IPCTest {
+    @Test
+    public void test() throws Exception {
+        IPCSystem server = createServerIPCSystem();
+        server.start();
+        InetSocketAddress serverAddr = server.getSocketAddress();
+
+        RPCInterface rpci = new RPCInterface();
+        IPCSystem client = createClientIPCSystem(rpci);
+        client.start();
+
+        IIPCHandle handle = client.getHandle(serverAddr);
+
+        for (int i = 0; i < 100; ++i) {
+            Assert.assertEquals(rpci.call(handle, Integer.valueOf(i)), Integer.valueOf(2 * i));
+        }
+
+        try {
+            rpci.call(handle, "Foo");
+            Assert.assertTrue(false);
+        } catch (Exception e) {
+            Assert.assertTrue(true);
+        }
+    }
+
+    private IPCSystem createServerIPCSystem() throws IOException {
+        final Executor executor = Executors.newCachedThreadPool();
+        IIPCI ipci = new IIPCI() {
+            @Override
+            public void deliverIncomingMessage(final IIPCHandle handle, final long mid, long rmid,
+                    final Object payload, Exception exception) {
+                executor.execute(new Runnable() {
+                    @Override
+                    public void run() {
+                        Object result = null;
+                        Exception exception = null;
+                        try {
+                            Integer i = (Integer) payload;
+                            result = i.intValue() * 2;
+                        } catch (Exception e) {
+                            exception = e;
+                        }
+                        try {
+                            handle.send(mid, result, exception);
+                        } catch (IPCException e) {
+                            e.printStackTrace();
+                        }
+                    }
+                });
+            }
+        };
+        return new IPCSystem(new InetSocketAddress("127.0.0.1", 0), ipci,
+                new JavaSerializationBasedPayloadSerializerDeserializer());
+    }
+
+    private IPCSystem createClientIPCSystem(RPCInterface rpci) throws IOException {
+        return new IPCSystem(new InetSocketAddress("127.0.0.1", 0), rpci,
+                new JavaSerializationBasedPayloadSerializerDeserializer());
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
new file mode 100644
index 0000000..8436412
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/pom.xml
@@ -0,0 +1,36 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-virtualcluster-maven-plugin</artifactId>
+  <packaging>maven-plugin</packaging>
+  <name>Hyracks VirtualCluster Maven Plugin</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-maven-plugins</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+</project>
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksMojo.java
new file mode 100644
index 0000000..f7e3801
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksMojo.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.Reader;
+
+import org.apache.maven.plugin.AbstractMojo;
+import org.apache.maven.plugin.MojoExecutionException;
+
+public abstract class AbstractHyracksMojo extends AbstractMojo {
+    /**
+     * @parameter
+     */
+    protected String jvmOptions;
+
+    protected Process launch(File command, String options, File workingDir) throws MojoExecutionException {
+        if (!command.isFile()) {
+            throw new MojoExecutionException(command.getAbsolutePath() + " is not an executable program");
+        }
+
+        getLog().info("Executing Hyracks command: " + command + " with args [" + options + "]");
+        String osName = System.getProperty("os.name");
+        try {
+            if (osName.startsWith("Windows")) {
+                return launchWindowsBatch(command, options);
+            } else {
+                return launchUnixScript(command, options, workingDir);
+            }
+        } catch (IOException e) {
+            throw new MojoExecutionException("Error executing command: " + command.getAbsolutePath(), e);
+        }
+    }
+
+    protected Process launchWindowsBatch(File command, String options) throws IOException {
+        String[] commandWithOptions = new String[] { "cmd.exe", "/C", command.getAbsolutePath() + " " + options };
+
+        Process proc = Runtime.getRuntime().exec(commandWithOptions);
+        dump(proc.getInputStream());
+        dump(proc.getErrorStream());
+        return proc;
+    }
+
+    protected Process launchUnixScript(File command, String options, File workingDir) throws IOException {
+        String[] optionsArray = new String[0];
+        if (options != null && !options.trim().isEmpty()) {
+            optionsArray = options.trim().split("\\s+");
+        }
+        String[] commandWithOptions = new String[optionsArray.length + 1];
+        commandWithOptions[0] = command.getAbsolutePath();
+        for (int i = 0; i < optionsArray.length; ++i) {
+            commandWithOptions[i + 1] = optionsArray[i];
+        }
+        ProcessBuilder pb = new ProcessBuilder(commandWithOptions);
+        if (jvmOptions != null) {
+            pb.environment().put("JAVA_OPTS", jvmOptions);
+        }
+        pb.directory(workingDir == null ? new File(".") : workingDir);
+        Process proc = pb.start();
+        dump(proc.getInputStream());
+        dump(proc.getErrorStream());
+        return proc;
+    }
+
+    protected void dump(final InputStream input) {
+        final int streamBufferSize = 1000;
+        final Reader in = new InputStreamReader(input);
+        new Thread(new Runnable() {
+            public void run() {
+                try {
+                    char[] chars = new char[streamBufferSize];
+                    int c;
+                    while ((c = in.read(chars)) != -1) {
+                        if (c > 0) {
+                            System.out.print(String.valueOf(chars, 0, c));
+                        }
+                    }
+                } catch (IOException e) {
+                }
+            }
+        }).start();
+    }
+
+    protected String makeScriptName(String scriptName) {
+        String osName = System.getProperty("os.name");
+        String commandExt = osName.startsWith("Windows") ? ".bat" : "";
+        return scriptName + commandExt;
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksServerMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksServerMojo.java
new file mode 100644
index 0000000..edf59f1
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/AbstractHyracksServerMojo.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import java.io.File;
+
+public abstract class AbstractHyracksServerMojo extends AbstractHyracksMojo {
+    /**
+     * @parameter
+     * @required
+     */
+    protected File hyracksServerHome;
+
+    /**
+     * @parameter
+     */
+    protected File workingDir;
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksCCStartMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksCCStartMojo.java
new file mode 100644
index 0000000..a461064
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksCCStartMojo.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import java.io.File;
+
+import org.apache.maven.plugin.MojoExecutionException;
+import org.apache.maven.plugin.MojoFailureException;
+
+/**
+ * @goal start-cc
+ */
+public class HyracksCCStartMojo extends AbstractHyracksServerMojo {
+    private static final String HYRACKS_CC_SCRIPT = "bin" + File.separator + "hyrackscc";
+
+    /**
+     * @parameter property = "port"
+     */
+    private int port;
+
+    @Override
+    public void execute() throws MojoExecutionException, MojoFailureException {
+        StringBuilder cmdLineBuffer = new StringBuilder();
+        if (port != 0) {
+            cmdLineBuffer.append("-port ").append(port);
+        }
+        cmdLineBuffer.append(" -client-net-ip-address 127.0.0.1");
+        cmdLineBuffer.append(" -cluster-net-ip-address 127.0.0.1");
+        String args = cmdLineBuffer.toString();
+        final Process proc = launch(new File(hyracksServerHome, makeScriptName(HYRACKS_CC_SCRIPT)), args, workingDir);
+        HyracksServiceRegistry.INSTANCE.addServiceProcess(proc);
+        try {
+            Thread.sleep(2000);
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksNCStartMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksNCStartMojo.java
new file mode 100644
index 0000000..1f0e640
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksNCStartMojo.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import java.io.File;
+
+import org.apache.maven.plugin.MojoExecutionException;
+import org.apache.maven.plugin.MojoFailureException;
+
+/**
+ * @goal start-nc
+ */
+public class HyracksNCStartMojo extends AbstractHyracksServerMojo {
+    private static final String HYRACKS_NC_SCRIPT = "bin" + File.separator + "hyracksnc";
+
+    /**
+     * @parameter
+     * @required
+     */
+    private String nodeId;
+
+    /**
+     * @parameter
+     * @required
+     */
+    private String ccHost;
+
+    /**
+     * @parameter
+     */
+    private int ccPort;
+
+    /**
+     * @parameter
+     * @required
+     */
+    private String dataIpAddress;
+
+    @Override
+    public void execute() throws MojoExecutionException, MojoFailureException {
+        StringBuilder cmdLineBuffer = new StringBuilder();
+        cmdLineBuffer.append(" -cc-host ").append(ccHost);
+        cmdLineBuffer.append(" -data-ip-address ").append(dataIpAddress);
+        cmdLineBuffer.append(" -node-id ").append(nodeId);
+        cmdLineBuffer.append(" -cluster-net-ip-address 127.0.0.1");
+        cmdLineBuffer.append(" -result-ip-address 127.0.0.1");
+        if (ccPort != 0) {
+            cmdLineBuffer.append(" -cc-port ").append(ccPort);
+        }
+        String args = cmdLineBuffer.toString();
+        final Process proc = launch(new File(hyracksServerHome, makeScriptName(HYRACKS_NC_SCRIPT)), args, workingDir);
+        HyracksServiceRegistry.INSTANCE.addServiceProcess(proc);
+        try {
+            Thread.sleep(2000);
+        } catch (InterruptedException e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksServiceRegistry.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksServiceRegistry.java
new file mode 100644
index 0000000..2183246
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksServiceRegistry.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class HyracksServiceRegistry {
+    public static HyracksServiceRegistry INSTANCE = new HyracksServiceRegistry();
+
+    private final List<Process> serviceProcesses;
+
+    private HyracksServiceRegistry() {
+        serviceProcesses = new ArrayList<Process>();
+        Runtime.getRuntime().addShutdownHook(new Thread() {
+            @Override
+            public void run() {
+                destroyAll();
+            }
+        });
+    }
+
+    public synchronized void addServiceProcess(Process process) {
+        serviceProcesses.add(process);
+    }
+
+    public synchronized void destroyAll() {
+        for (Process p : serviceProcesses) {
+            try {
+                p.destroy();
+            } catch (Exception e) {
+            }
+        }
+        serviceProcesses.clear();
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksStopServicesMojo.java b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksStopServicesMojo.java
new file mode 100644
index 0000000..3594c52
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/hyracks-virtualcluster-maven-plugin/src/main/java/org/apache/hyracks/maven/plugin/HyracksStopServicesMojo.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.maven.plugin;
+
+import org.apache.maven.plugin.MojoExecutionException;
+import org.apache.maven.plugin.MojoFailureException;
+
+/**
+ * @goal stop-services
+ */
+public class HyracksStopServicesMojo extends AbstractHyracksMojo {
+    @Override
+    public void execute() throws MojoExecutionException, MojoFailureException {
+        getLog().info("Stopping Hyracks Services");
+        HyracksServiceRegistry.INSTANCE.destroyAll();
+    }
+}
diff --git a/hyracks/hyracks-maven-plugins/pom.xml b/hyracks/hyracks-maven-plugins/pom.xml
new file mode 100644
index 0000000..71e3fc0
--- /dev/null
+++ b/hyracks/hyracks-maven-plugins/pom.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-maven-plugins</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-maven-plugins</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.maven</groupId>
+  		<artifactId>maven-plugin-api</artifactId>
+  		<version>2.2.1</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+
+  <modules>
+    <module>hyracks-virtualcluster-maven-plugin</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-net/pom.xml b/hyracks/hyracks-net/pom.xml
new file mode 100644
index 0000000..9aa83ffe
--- /dev/null
+++ b/hyracks/hyracks-net/pom.xml
@@ -0,0 +1,50 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-net</artifactId>
+  <name>hyracks-net</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/IBufferAcceptor.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/IBufferAcceptor.java
new file mode 100644
index 0000000..d7febd2
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/IBufferAcceptor.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.buffers;
+
+import java.nio.ByteBuffer;
+
+/**
+ * Accepts buffers.
+ *
+ * @author vinayakb
+ */
+public interface IBufferAcceptor {
+    /**
+     * Accept a buffer.
+     *
+     * @param buffer
+     */
+    public void accept(ByteBuffer buffer);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/ICloseableBufferAcceptor.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/ICloseableBufferAcceptor.java
new file mode 100644
index 0000000..1697cfd
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/buffers/ICloseableBufferAcceptor.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.buffers;
+
+/**
+ * A buffer acceptor that can be closed to indicate end of transmission or an error code
+ * specified to indicate an error in transmission.
+ *
+ * @author vinayakb
+ */
+public interface ICloseableBufferAcceptor extends IBufferAcceptor {
+    /**
+     * Close the buffer acceptor.
+     */
+    public void close();
+
+    /**
+     * Indicate that an error occurred.
+     *
+     * @param ecode
+     *            - the error code.
+     */
+    public void error(int ecode);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/exceptions/NetException.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/exceptions/NetException.java
new file mode 100644
index 0000000..659e6b5
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/exceptions/NetException.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.exceptions;
+
+public class NetException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public NetException() {
+    }
+
+    public NetException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public NetException(String message) {
+        super(message);
+    }
+
+    public NetException(Throwable cause) {
+        super(cause);
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelControlBlock.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelControlBlock.java
new file mode 100644
index 0000000..6d82297
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelControlBlock.java
@@ -0,0 +1,405 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.nio.channels.SocketChannel;
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.Queue;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.exceptions.NetException;
+
+/**
+ * Handle to a channel that represents a logical full-duplex communication end-point.
+ *
+ * @author vinayakb
+ */
+public class ChannelControlBlock {
+    private static final Logger LOGGER = Logger.getLogger(ChannelControlBlock.class.getName());
+
+    private final ChannelSet cSet;
+
+    private final int channelId;
+
+    private final ReadInterface ri;
+
+    private final WriteInterface wi;
+
+    private final AtomicBoolean localClose;
+
+    private final AtomicBoolean localCloseAck;
+
+    private final AtomicBoolean remoteClose;
+
+    private final AtomicBoolean remoteCloseAck;
+
+    ChannelControlBlock(ChannelSet cSet, int channelId) {
+        this.cSet = cSet;
+        this.channelId = channelId;
+        this.ri = new ReadInterface();
+        this.wi = new WriteInterface();
+        localClose = new AtomicBoolean();
+        localCloseAck = new AtomicBoolean();
+        remoteClose = new AtomicBoolean();
+        remoteCloseAck = new AtomicBoolean();
+    }
+
+    int getChannelId() {
+        return channelId;
+    }
+
+    /**
+     * Get the read inderface of this channel.
+     *
+     * @return the read interface.
+     */
+    public IChannelReadInterface getReadInterface() {
+        return ri;
+    }
+
+    /**
+     * Get the write interface of this channel.
+     *
+     * @return the write interface.
+     */
+    public IChannelWriteInterface getWriteInterface() {
+        return wi;
+    }
+
+    private final class ReadInterface implements IChannelReadInterface {
+        private final Deque<ByteBuffer> riEmptyStack;
+
+        private final IBufferAcceptor eba = new IBufferAcceptor() {
+            @Override
+            public void accept(ByteBuffer buffer) {
+                int delta = buffer.remaining();
+                synchronized (ChannelControlBlock.this) {
+                    if (remoteClose.get()) {
+                        return;
+                    }
+                    riEmptyStack.push(buffer);
+                }
+                cSet.addPendingCredits(channelId, delta);
+            }
+        };
+
+        private ICloseableBufferAcceptor fba;
+
+        private volatile int credits;
+
+        private ByteBuffer currentReadBuffer;
+
+        private IBufferFactory bufferFactory;
+
+        ReadInterface() {
+            riEmptyStack = new ArrayDeque<ByteBuffer>();
+            credits = 0;
+        }
+
+        @Override
+        public void setBufferFactory(IBufferFactory bufferFactory, int limit, int frameSize) {
+            this.bufferFactory = bufferFactory;
+            cSet.addPendingCredits(channelId, limit * frameSize);
+        }
+
+        @Override
+        public void setFullBufferAcceptor(ICloseableBufferAcceptor fullBufferAcceptor) {
+            fba = fullBufferAcceptor;
+        }
+
+        @Override
+        public IBufferAcceptor getEmptyBufferAcceptor() {
+            return eba;
+        }
+
+        int read(SocketChannel sc, int size) throws IOException, NetException {
+            while (true) {
+                if (size <= 0) {
+                    return size;
+                }
+                if (currentReadBuffer == null) {
+                    currentReadBuffer = riEmptyStack.poll();
+                    //if current buffer == null and limit not reached
+                    // factory.createBuffer factory
+                    if (currentReadBuffer == null) {
+                        currentReadBuffer = bufferFactory.createBuffer();
+                    }
+                    assert currentReadBuffer != null;
+                }
+                int rSize = Math.min(size, currentReadBuffer.remaining());
+                if (rSize > 0) {
+                    currentReadBuffer.limit(currentReadBuffer.position() + rSize);
+                    int len;
+                    try {
+                        len = sc.read(currentReadBuffer);
+                        if (len < 0) {
+                            throw new NetException("Socket Closed");
+                        }
+                    } finally {
+                        currentReadBuffer.limit(currentReadBuffer.capacity());
+                    }
+                    size -= len;
+                    if (len < rSize) {
+                        return size;
+                    }
+                } else {
+                    return size;
+                }
+                if (currentReadBuffer.remaining() <= 0) {
+                    flush();
+                }
+            }
+        }
+
+        void flush() {
+            if (currentReadBuffer != null) {
+                currentReadBuffer.flip();
+                fba.accept(currentReadBuffer);
+                currentReadBuffer = null;
+            }
+        }
+    }
+
+    private final class WriteInterface implements IChannelWriteInterface {
+        private final Queue<ByteBuffer> wiFullQueue;
+
+        private boolean channelWritabilityState;
+
+        private IBufferFactory bufferFactory;
+
+        private final ICloseableBufferAcceptor fba = new ICloseableBufferAcceptor() {
+            @Override
+            public void accept(ByteBuffer buffer) {
+                synchronized (ChannelControlBlock.this) {
+                    wiFullQueue.add(buffer);
+                    adjustChannelWritability();
+                }
+            }
+
+            @Override
+            public void close() {
+                synchronized (ChannelControlBlock.this) {
+                    if (eos) {
+                        if (LOGGER.isLoggable(Level.WARNING)) {
+                            LOGGER.warning("Received duplicate close() on channel: " + channelId);
+                        }
+                        return;
+                    }
+                    eos = true;
+                    adjustChannelWritability();
+                }
+            }
+
+            @Override
+            public void error(int ecode) {
+                synchronized (ChannelControlBlock.this) {
+                    WriteInterface.this.ecode = ecode;
+                    adjustChannelWritability();
+                }
+            }
+        };
+
+        private IBufferAcceptor eba;
+
+        private int credits;
+
+        private boolean eos;
+
+        private boolean eosSent;
+
+        private int ecode;
+
+        private boolean ecodeSent;
+
+        private ByteBuffer currentWriteBuffer;
+
+        WriteInterface() {
+            wiFullQueue = new ArrayDeque<ByteBuffer>();
+            credits = 0;
+            eos = false;
+            eosSent = false;
+            ecode = -1;
+            ecodeSent = false;
+        }
+
+        @Override
+        public void setBufferFactory(IBufferFactory bufferFactory, int limit, int frameSize) {
+            this.bufferFactory = bufferFactory;
+            if (!channelWritabilityState) {
+                cSet.markPendingWrite(channelId);
+            }
+            channelWritabilityState = true;
+            if (eos) {
+                if (LOGGER.isLoggable(Level.WARNING)) {
+                    LOGGER.warning("Received duplicate close() on channel: " + channelId);
+                }
+                return;
+            }
+            eos = true;
+        }
+
+        @Override
+        public void setEmptyBufferAcceptor(IBufferAcceptor emptyBufferAcceptor) {
+            eba = emptyBufferAcceptor;
+        }
+
+        @Override
+        public ICloseableBufferAcceptor getFullBufferAcceptor() {
+            return fba;
+        }
+
+        void write(MultiplexedConnection.WriterState writerState) throws NetException {
+            if (currentWriteBuffer == null) {
+                currentWriteBuffer = wiFullQueue.poll();
+            }
+            if (currentWriteBuffer != null) {
+                int size = Math.min(currentWriteBuffer.remaining(), credits);
+                if (size > 0) {
+                    credits -= size;
+                    writerState.command.setChannelId(channelId);
+                    writerState.command.setCommandType(MuxDemuxCommand.CommandType.DATA);
+                    writerState.command.setData(size);
+                    writerState.reset(currentWriteBuffer, size, ChannelControlBlock.this);
+                } else {
+                    adjustChannelWritability();
+                }
+            } else if (ecode >= 0 && !ecodeSent) {
+                writerState.command.setChannelId(channelId);
+                writerState.command.setCommandType(MuxDemuxCommand.CommandType.ERROR);
+                writerState.command.setData(ecode);
+                writerState.reset(null, 0, null);
+                ecodeSent = true;
+                localClose.set(true);
+                adjustChannelWritability();
+            } else if (eos && !eosSent) {
+                writerState.command.setChannelId(channelId);
+                writerState.command.setCommandType(MuxDemuxCommand.CommandType.CLOSE_CHANNEL);
+                writerState.command.setData(0);
+                writerState.reset(null, 0, null);
+                eosSent = true;
+                localClose.set(true);
+                adjustChannelWritability();
+            }
+        }
+
+        void writeComplete() {
+            if (currentWriteBuffer.remaining() <= 0) {
+                currentWriteBuffer.clear();
+                eba.accept(currentWriteBuffer);
+                currentWriteBuffer = null;
+                adjustChannelWritability();
+            }
+        }
+
+        private boolean computeWritability() {
+            boolean writableDataPresent = currentWriteBuffer != null || !wiFullQueue.isEmpty();
+            if (writableDataPresent) {
+                return credits > 0;
+            }
+            if (eos && !eosSent) {
+                return true;
+            }
+            if (ecode >= 0 && !ecodeSent) {
+                return true;
+            }
+            return false;
+        }
+
+        void adjustChannelWritability() {
+            boolean writable = computeWritability();
+            if (writable) {
+                if (!channelWritabilityState) {
+                    cSet.markPendingWrite(channelId);
+                }
+            } else {
+                if (channelWritabilityState) {
+                    cSet.unmarkPendingWrite(channelId);
+                }
+            }
+            channelWritabilityState = writable;
+        }
+    }
+
+    synchronized void write(MultiplexedConnection.WriterState writerState) throws NetException {
+        wi.write(writerState);
+    }
+
+    synchronized void writeComplete() {
+        wi.writeComplete();
+    }
+
+    synchronized int read(SocketChannel sc, int size) throws IOException, NetException {
+        return ri.read(sc, size);
+    }
+
+    int getReadCredits() {
+        return ri.credits;
+    }
+
+    void setReadCredits(int credits) {
+        this.ri.credits = credits;
+    }
+
+    synchronized void addWriteCredits(int delta) {
+        wi.credits += delta;
+        wi.adjustChannelWritability();
+    }
+
+    synchronized void reportRemoteEOS() {
+        ri.flush();
+        ri.fba.close();
+        remoteClose.set(true);
+    }
+
+    void reportRemoteEOSAck() {
+        remoteCloseAck.set(true);
+    }
+
+    boolean getRemoteEOS() {
+        return remoteClose.get();
+    }
+
+    void reportLocalEOSAck() {
+        localCloseAck.set(true);
+    }
+
+    synchronized void reportRemoteError(int ecode) {
+        ri.flush();
+        ri.fba.error(ecode);
+        remoteClose.set(true);
+    }
+
+    boolean completelyClosed() {
+        return localCloseAck.get() && remoteCloseAck.get();
+    }
+
+    @Override
+    public String toString() {
+        return "Channel:" + channelId + "[localClose: " + localClose + " localCloseAck: " + localCloseAck
+                + " remoteClose: " + remoteClose + " remoteCloseAck:" + remoteCloseAck + " readCredits: " + ri.credits
+                + " writeCredits: " + wi.credits + "]";
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelSet.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelSet.java
new file mode 100644
index 0000000..5f40b28
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/ChannelSet.java
@@ -0,0 +1,239 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.util.Arrays;
+import java.util.BitSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.net.exceptions.NetException;
+
+public class ChannelSet {
+    private static final Logger LOGGER = Logger.getLogger(ChannelSet.class.getName());
+
+    private static final int INITIAL_SIZE = 16;
+
+    private final MultiplexedConnection mConn;
+
+    private ChannelControlBlock[] ccbArray;
+
+    private final BitSet allocationBitmap;
+
+    private final BitSet pendingChannelWriteBitmap;
+
+    private final BitSet pendingChannelCreditsBitmap;
+
+    private final BitSet pendingChannelSynBitmap;
+
+    private final BitSet pendingEOSAckBitmap;
+
+    private int openChannelCount;
+
+    private final IEventCounter pendingWriteEventsCounter;
+
+    ChannelSet(MultiplexedConnection mConn, IEventCounter pendingWriteEventsCounter) {
+        this.mConn = mConn;
+        ccbArray = new ChannelControlBlock[INITIAL_SIZE];
+        allocationBitmap = new BitSet();
+        pendingChannelWriteBitmap = new BitSet();
+        pendingChannelCreditsBitmap = new BitSet();
+        pendingChannelSynBitmap = new BitSet();
+        pendingEOSAckBitmap = new BitSet();
+        this.pendingWriteEventsCounter = pendingWriteEventsCounter;
+        openChannelCount = 0;
+    }
+
+    ChannelControlBlock allocateChannel() throws NetException {
+        synchronized (mConn) {
+       	    cleanupClosedChannels();
+            int idx = allocationBitmap.nextClearBit(0);
+            if (idx < 0 || idx >= ccbArray.length) {
+                cleanupClosedChannels();
+                idx = allocationBitmap.nextClearBit(0);
+                if (idx < 0 || idx == ccbArray.length) {
+                    idx = ccbArray.length;
+                }
+            }
+            return createChannel(idx);
+        }
+    }
+
+    private void cleanupClosedChannels() {
+        for (int i = 0; i < ccbArray.length; ++i) {
+            ChannelControlBlock ccb = ccbArray[i];
+            if (ccb != null) {
+                if (ccb.completelyClosed()) {
+                    if (LOGGER.isLoggable(Level.FINE)) {
+                        LOGGER.fine("Cleaning free channel: " + ccb);
+                    }
+                    freeChannel(ccb);
+                }
+            }
+        }
+    }
+
+    ChannelControlBlock registerChannel(int channelId) throws NetException {
+        synchronized (mConn) {
+            return createChannel(channelId);
+        }
+    }
+
+    private void freeChannel(ChannelControlBlock channel) {
+        int idx = channel.getChannelId();
+        ccbArray[idx] = null;
+        allocationBitmap.clear(idx);
+        pendingChannelWriteBitmap.clear(idx);
+        pendingChannelCreditsBitmap.clear(idx);
+        pendingChannelSynBitmap.clear(idx);
+        pendingEOSAckBitmap.clear(idx);
+        --openChannelCount;
+    }
+
+    ChannelControlBlock getCCB(int channelId) {
+        return ccbArray[channelId];
+    }
+
+    BitSet getPendingChannelWriteBitmap() {
+        return pendingChannelWriteBitmap;
+    }
+
+    BitSet getPendingChannelCreditsBitmap() {
+        return pendingChannelCreditsBitmap;
+    }
+
+    BitSet getPendingChannelSynBitmap() {
+        return pendingChannelSynBitmap;
+    }
+
+    BitSet getPendingEOSAckBitmap() {
+        return pendingEOSAckBitmap;
+    }
+
+    int getOpenChannelCount() {
+        return openChannelCount;
+    }
+
+    void initiateChannelSyn(int channelId) {
+        synchronized (mConn) {
+            assert !pendingChannelSynBitmap.get(channelId);
+            pendingChannelSynBitmap.set(channelId);
+            pendingWriteEventsCounter.increment();
+        }
+    }
+
+    void addPendingCredits(int channelId, int delta) {
+        if (delta <= 0) {
+            return;
+        }
+        synchronized (mConn) {
+            ChannelControlBlock ccb = ccbArray[channelId];
+            if (ccb != null) {
+                if (ccb.getRemoteEOS()) {
+                    return;
+                }
+                int oldCredits = ccb.getReadCredits();
+                ccb.setReadCredits(oldCredits + delta);
+                if (oldCredits == 0) {
+                    assert !pendingChannelCreditsBitmap.get(channelId);
+                    pendingChannelCreditsBitmap.set(channelId);
+                    pendingWriteEventsCounter.increment();
+                }
+            }
+        }
+    }
+
+    void unmarkPendingCredits(int channelId) {
+        synchronized (mConn) {
+            if (pendingChannelCreditsBitmap.get(channelId)) {
+                pendingChannelCreditsBitmap.clear(channelId);
+                pendingWriteEventsCounter.decrement();
+            }
+        }
+    }
+
+    void markPendingWrite(int channelId) {
+        synchronized (mConn) {
+            assert !pendingChannelWriteBitmap.get(channelId);
+            pendingChannelWriteBitmap.set(channelId);
+            pendingWriteEventsCounter.increment();
+        }
+    }
+
+    void unmarkPendingWrite(int channelId) {
+        synchronized (mConn) {
+            assert pendingChannelWriteBitmap.get(channelId);
+            pendingChannelWriteBitmap.clear(channelId);
+            pendingWriteEventsCounter.decrement();
+        }
+    }
+
+    void markEOSAck(int channelId) {
+        synchronized (mConn) {
+            if (!pendingEOSAckBitmap.get(channelId)) {
+                pendingEOSAckBitmap.set(channelId);
+                pendingWriteEventsCounter.increment();
+            }
+        }
+    }
+
+    void notifyIOError() {
+        synchronized (mConn) {
+            for (int i = 0; i < ccbArray.length; ++i) {
+                ChannelControlBlock ccb = ccbArray[i];
+                if (ccb != null && !ccb.getRemoteEOS()) {
+                    ccb.reportRemoteError(-1);
+                    markEOSAck(i);
+                    unmarkPendingCredits(i);
+                }
+            }
+        }
+    }
+
+    private ChannelControlBlock createChannel(int idx) throws NetException {
+        if (idx > MuxDemuxCommand.MAX_CHANNEL_ID) {
+            throw new NetException("Channel Id > " + MuxDemuxCommand.MAX_CHANNEL_ID + " being opened");
+        }
+        if (idx >= ccbArray.length) {
+            expand(idx);
+        }
+        if (ccbArray[idx] != null) {
+            assert ccbArray[idx].completelyClosed() : ccbArray[idx].toString();
+            if (ccbArray[idx].completelyClosed()) {
+                if (LOGGER.isLoggable(Level.FINE)) {
+                    LOGGER.fine("Cleaning free channel: " + ccbArray[idx]);
+                }
+                freeChannel(ccbArray[idx]);
+            }
+        }
+        assert idx < ccbArray.length;
+        assert !allocationBitmap.get(idx);
+        ChannelControlBlock channel = new ChannelControlBlock(this, idx);
+        ccbArray[idx] = channel;
+        allocationBitmap.set(idx);
+        ++openChannelCount;
+        return channel;
+    }
+
+    private void expand(int idx) {
+        while (idx >= ccbArray.length) {
+            ccbArray = Arrays.copyOf(ccbArray, ccbArray.length * 2);
+        }
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IBufferFactory.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IBufferFactory.java
new file mode 100644
index 0000000..53299d8
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IBufferFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.nio.ByteBuffer;
+
+/**
+ * @author yingyib
+ */
+public interface IBufferFactory {
+
+    public ByteBuffer createBuffer();
+
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelOpenListener.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelOpenListener.java
new file mode 100644
index 0000000..1631f98
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelOpenListener.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+/**
+ * Callback interface to report opening of channels.
+ *
+ * @author vinayakb
+ */
+public interface IChannelOpenListener {
+    /**
+     * Indicates that a remote endpoint has opened a channel to this receiver.
+     *
+     * @param channel
+     *            - The newly opened channel.
+     */
+    public void channelOpened(ChannelControlBlock channel);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelReadInterface.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelReadInterface.java
new file mode 100644
index 0000000..8639fb7
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelReadInterface.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+
+/**
+ * Represents the read interface of a {@link ChannelControlBlock}.
+ *
+ * @author vinayakb
+ */
+public interface IChannelReadInterface {
+    /**
+     * Set the callback that will be invoked by the network layer when a buffer has been
+     * filled with data received from the remote side.
+     *
+     * @param fullBufferAcceptor
+     *            - the full buffer acceptor.
+     */
+    public void setFullBufferAcceptor(ICloseableBufferAcceptor fullBufferAcceptor);
+
+    /**
+     * Get the acceptor that collects empty buffers when the client has finished consuming
+     * a previously full buffer.
+     *
+     * @return the empty buffer acceptor.
+     */
+    public IBufferAcceptor getEmptyBufferAcceptor();
+
+    /**
+     * Set the buffer factory which is in charge of creating buffers if the request does not
+     * make the number of allocated buffers goes beyond limit
+     *
+     * @param bufferFactory
+     *            - the buffer factory
+     * @param limit
+     *            - the limit of buffers
+     * @param frameSize
+     *            - the size of each buffer
+     */
+    public void setBufferFactory(IBufferFactory bufferFactory, int limit, int frameSize);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelWriteInterface.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelWriteInterface.java
new file mode 100644
index 0000000..dc38ea4
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IChannelWriteInterface.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+
+/**
+ * Represents the write interface of a {@link ChannelControlBlock}.
+ *
+ * @author vinayakb
+ */
+public interface IChannelWriteInterface {
+    /**
+     * Set the callback interface that must be invoked when a full buffer has been emptied by
+     * writing the data to the remote end.
+     *
+     * @param emptyBufferAcceptor
+     *            - the empty buffer acceptor.
+     */
+    public void setEmptyBufferAcceptor(IBufferAcceptor emptyBufferAcceptor);
+
+    /**
+     * Get the full buffer acceptor that accepts buffers filled with data that need to be written
+     * to the remote end.
+     *
+     * @return the full buffer acceptor.
+     */
+    public ICloseableBufferAcceptor getFullBufferAcceptor();
+
+    /**
+     * Set the buffer factory which is in charge of creating buffers if the request does not
+     * make the number of allocated buffers goes beyond limit
+     *
+     * @param bufferFactory
+     *            - the buffer factory
+     * @param limit
+     *            - the limit of buffers
+     * @param frameSize
+     *            - the size of each buffer
+     */
+    public void setBufferFactory(IBufferFactory bufferFactory, int limit, int frameSize);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IEventCounter.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IEventCounter.java
new file mode 100644
index 0000000..88bfc78
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/IEventCounter.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+public interface IEventCounter {
+    public void increment();
+
+    public void decrement();
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MultiplexedConnection.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MultiplexedConnection.java
new file mode 100644
index 0000000..866f2c6
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MultiplexedConnection.java
@@ -0,0 +1,417 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.nio.channels.SelectionKey;
+import java.nio.channels.SocketChannel;
+import java.util.BitSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.tcp.ITCPConnectionEventListener;
+import org.apache.hyracks.net.protocols.tcp.TCPConnection;
+
+/**
+ * A {@link MultiplexedConnection} can be used by clients to create multiple "channels"
+ * that can have independent full-duplex conversations.
+ *
+ * @author vinayakb
+ */
+public class MultiplexedConnection implements ITCPConnectionEventListener {
+    private static final Logger LOGGER = Logger.getLogger(MultiplexedConnection.class.getName());
+
+    private static final int MAX_CHUNKS_READ_PER_CYCLE = 4;
+
+    private final MuxDemux muxDemux;
+
+    private final IEventCounter pendingWriteEventsCounter;
+
+    private final ChannelSet cSet;
+
+    private final ReaderState readerState;
+
+    private final WriterState writerState;
+
+    private TCPConnection tcpConnection;
+
+    private int lastChannelWritten;
+
+    private int nConnectionAttempts;
+
+    private boolean connectionFailure;
+
+    private Exception error;
+
+    MultiplexedConnection(MuxDemux muxDemux) {
+        this.muxDemux = muxDemux;
+        pendingWriteEventsCounter = new IEventCounter() {
+            private int counter;
+
+            @Override
+            public synchronized void increment() {
+                ++counter;
+                if (counter == 1) {
+                    tcpConnection.enable(SelectionKey.OP_WRITE);
+                }
+            }
+
+            @Override
+            public synchronized void decrement() {
+                --counter;
+                if (counter == 0) {
+                    tcpConnection.disable(SelectionKey.OP_WRITE);
+                }
+                if (counter < 0) {
+                    throw new IllegalStateException();
+                }
+            }
+        };
+        cSet = new ChannelSet(this, pendingWriteEventsCounter);
+        readerState = new ReaderState();
+        writerState = new WriterState();
+        lastChannelWritten = -1;
+        connectionFailure = false;
+    }
+
+    int getConnectionAttempts() {
+        return nConnectionAttempts;
+    }
+
+    void setConnectionAttempts(int nConnectionAttempts) {
+        this.nConnectionAttempts = nConnectionAttempts;
+    }
+
+    synchronized void setTCPConnection(TCPConnection tcpConnection) {
+        this.tcpConnection = tcpConnection;
+        tcpConnection.enable(SelectionKey.OP_READ);
+        notifyAll();
+    }
+
+    synchronized void setConnectionFailure() {
+        this.connectionFailure = true;
+        notifyAll();
+    }
+
+    synchronized void waitUntilConnected() throws InterruptedException, NetException {
+        while (tcpConnection == null && !connectionFailure) {
+            wait();
+        }
+        if (connectionFailure) {
+            throw new NetException("Connection failure");
+        }
+    }
+
+    @Override
+    public void notifyIOReady(TCPConnection connection, boolean readable, boolean writable) throws IOException,
+            NetException {
+        if (readable) {
+            driveReaderStateMachine();
+        }
+        if (writable) {
+            driveWriterStateMachine();
+        }
+    }
+
+    @Override
+    public synchronized void notifyIOError(Exception e) {
+        connectionFailure = true;
+        error = e;
+        cSet.notifyIOError();
+    }
+
+    /**
+     * Open a channel to the other side.
+     *
+     * @return
+     * @throws NetException
+     *             - A network failure occurred.
+     */
+    public ChannelControlBlock openChannel() throws NetException {
+        synchronized (this) {
+            if (connectionFailure) {
+                throw new NetException(error);
+            }
+        }
+        ChannelControlBlock channel = cSet.allocateChannel();
+        int channelId = channel.getChannelId();
+        cSet.initiateChannelSyn(channelId);
+        return channel;
+    }
+
+    class WriterState {
+        private final ByteBuffer cmdWriteBuffer;
+
+        final MuxDemuxCommand command;
+
+        private ByteBuffer pendingBuffer;
+
+        private int pendingWriteSize;
+
+        private ChannelControlBlock ccb;
+
+        public WriterState() {
+            cmdWriteBuffer = ByteBuffer.allocateDirect(MuxDemuxCommand.COMMAND_SIZE);
+            cmdWriteBuffer.flip();
+            command = new MuxDemuxCommand();
+            ccb = null;
+        }
+
+        boolean writePending() {
+            return cmdWriteBuffer.remaining() > 0 || (pendingBuffer != null && pendingWriteSize > 0);
+        }
+
+        void reset(ByteBuffer pendingBuffer, int pendingWriteSize, ChannelControlBlock ccb) {
+            cmdWriteBuffer.clear();
+            command.write(cmdWriteBuffer);
+            cmdWriteBuffer.flip();
+            this.pendingBuffer = pendingBuffer;
+            this.pendingWriteSize = pendingWriteSize;
+            this.ccb = ccb;
+        }
+
+        boolean performPendingWrite(SocketChannel sc) throws IOException {
+            int len = cmdWriteBuffer.remaining();
+            if (len > 0) {
+                int written = sc.write(cmdWriteBuffer);
+                muxDemux.getPerformanceCounters().addSignalingBytesWritten(written);
+                if (written < len) {
+                    return false;
+                }
+            }
+            if (pendingBuffer != null) {
+                if (pendingWriteSize > 0) {
+                    assert pendingWriteSize <= pendingBuffer.remaining();
+                    int oldLimit = pendingBuffer.limit();
+                    try {
+                        pendingBuffer.limit(pendingWriteSize + pendingBuffer.position());
+                        int written = sc.write(pendingBuffer);
+                        muxDemux.getPerformanceCounters().addPayloadBytesWritten(written);
+                        pendingWriteSize -= written;
+                    } finally {
+                        pendingBuffer.limit(oldLimit);
+                    }
+                }
+                if (pendingWriteSize > 0) {
+                    return false;
+                }
+                pendingBuffer = null;
+                pendingWriteSize = 0;
+            }
+            if (ccb != null) {
+                ccb.writeComplete();
+                ccb = null;
+            }
+            return true;
+        }
+    }
+
+    void driveWriterStateMachine() throws IOException, NetException {
+        SocketChannel sc = tcpConnection.getSocketChannel();
+        if (writerState.writePending()) {
+            if (!writerState.performPendingWrite(sc)) {
+                return;
+            }
+            pendingWriteEventsCounter.decrement();
+        }
+        int numCycles;
+
+        synchronized (MultiplexedConnection.this) {
+            numCycles = cSet.getOpenChannelCount();
+        }
+
+        for (int i = 0; i < numCycles; ++i) {
+            ChannelControlBlock writeCCB = null;
+            synchronized (MultiplexedConnection.this) {
+                BitSet pendingChannelSynBitmap = cSet.getPendingChannelSynBitmap();
+                for (int j = pendingChannelSynBitmap.nextSetBit(0); j >= 0; j = pendingChannelSynBitmap.nextSetBit(j)) {
+                    pendingChannelSynBitmap.clear(j);
+                    writerState.command.setChannelId(j);
+                    writerState.command.setCommandType(MuxDemuxCommand.CommandType.OPEN_CHANNEL);
+                    writerState.command.setData(0);
+                    writerState.reset(null, 0, null);
+                    if (!writerState.performPendingWrite(sc)) {
+                        return;
+                    }
+                    pendingWriteEventsCounter.decrement();
+                }
+                BitSet pendingChannelCreditsBitmap = cSet.getPendingChannelCreditsBitmap();
+                for (int j = pendingChannelCreditsBitmap.nextSetBit(0); j >= 0; j = pendingChannelCreditsBitmap
+                        .nextSetBit(j)) {
+                    writerState.command.setChannelId(j);
+                    writerState.command.setCommandType(MuxDemuxCommand.CommandType.ADD_CREDITS);
+                    ChannelControlBlock ccb = cSet.getCCB(j);
+                    int credits = ccb.getReadCredits();
+                    int effectiveCredits;
+                    if (credits <= MuxDemuxCommand.MAX_DATA_VALUE) {
+                        effectiveCredits = credits;
+                        ccb.setReadCredits(0);
+                        pendingChannelCreditsBitmap.clear(j);
+                    } else {
+                        effectiveCredits = MuxDemuxCommand.MAX_DATA_VALUE;
+                        ccb.setReadCredits(credits - effectiveCredits);
+                    }
+                    writerState.command.setData(effectiveCredits);
+                    writerState.reset(null, 0, null);
+                    if (!writerState.performPendingWrite(sc)) {
+                        return;
+                    }
+                    if (credits == effectiveCredits) {
+                        pendingWriteEventsCounter.decrement();
+                    }
+                }
+                BitSet pendingEOSAckBitmap = cSet.getPendingEOSAckBitmap();
+                for (int j = pendingEOSAckBitmap.nextSetBit(0); j >= 0; j = pendingEOSAckBitmap.nextSetBit(j)) {
+                    pendingEOSAckBitmap.clear(j);
+                    ChannelControlBlock ccb = cSet.getCCB(j);
+                    ccb.reportRemoteEOSAck();
+                    writerState.command.setChannelId(j);
+                    writerState.command.setCommandType(MuxDemuxCommand.CommandType.CLOSE_CHANNEL_ACK);
+                    writerState.command.setData(0);
+                    writerState.reset(null, 0, null);
+                    if (!writerState.performPendingWrite(sc)) {
+                        return;
+                    }
+                    pendingWriteEventsCounter.decrement();
+                }
+                BitSet pendingChannelWriteBitmap = cSet.getPendingChannelWriteBitmap();
+                lastChannelWritten = pendingChannelWriteBitmap.nextSetBit(lastChannelWritten + 1);
+                if (lastChannelWritten == -1) {
+                    lastChannelWritten = pendingChannelWriteBitmap.nextSetBit(0);
+                    if (lastChannelWritten == -1) {
+                        return;
+                    }
+                }
+                writeCCB = cSet.getCCB(lastChannelWritten);
+            }
+            writeCCB.write(writerState);
+            if (writerState.writePending()) {
+                pendingWriteEventsCounter.increment();
+                if (!writerState.performPendingWrite(sc)) {
+                    return;
+                }
+                pendingWriteEventsCounter.decrement();
+            }
+        }
+    }
+
+    class ReaderState {
+        private final ByteBuffer readBuffer;
+
+        final MuxDemuxCommand command;
+
+        private int pendingReadSize;
+
+        private ChannelControlBlock ccb;
+
+        ReaderState() {
+            readBuffer = ByteBuffer.allocateDirect(MuxDemuxCommand.COMMAND_SIZE);
+            command = new MuxDemuxCommand();
+        }
+
+        void reset() {
+            readBuffer.clear();
+            pendingReadSize = 0;
+            ccb = null;
+        }
+
+        private ChannelControlBlock getCCBInCommand() {
+            synchronized (MultiplexedConnection.this) {
+                return cSet.getCCB(command.getChannelId());
+            }
+        }
+    }
+
+    void driveReaderStateMachine() throws IOException, NetException {
+        SocketChannel sc = tcpConnection.getSocketChannel();
+        int chunksRead = 0;
+        while (chunksRead < MAX_CHUNKS_READ_PER_CYCLE) {
+            if (readerState.readBuffer.remaining() > 0) {
+                int read = sc.read(readerState.readBuffer);
+                if (read < 0) {
+                    throw new NetException("Socket Closed");
+                }
+                muxDemux.getPerformanceCounters().addSignalingBytesRead(read);
+                if (readerState.readBuffer.remaining() > 0) {
+                    return;
+                }
+                readerState.readBuffer.flip();
+                readerState.command.read(readerState.readBuffer);
+                if (LOGGER.isLoggable(Level.FINE)) {
+                    LOGGER.fine("Received command: " + readerState.command);
+                }
+                ChannelControlBlock ccb = null;
+                switch (readerState.command.getCommandType()) {
+                    case ADD_CREDITS: {
+                        ccb = readerState.getCCBInCommand();
+                        ccb.addWriteCredits(readerState.command.getData());
+                        break;
+                    }
+                    case CLOSE_CHANNEL: {
+                        ccb = readerState.getCCBInCommand();
+                        ccb.reportRemoteEOS();
+                        int channelId = ccb.getChannelId();
+                        cSet.markEOSAck(channelId);
+                        cSet.unmarkPendingCredits(channelId);
+                        break;
+                    }
+                    case CLOSE_CHANNEL_ACK: {
+                        ccb = readerState.getCCBInCommand();
+                        ccb.reportLocalEOSAck();
+                        break;
+                    }
+                    case DATA: {
+                        ccb = readerState.getCCBInCommand();
+                        readerState.pendingReadSize = readerState.command.getData();
+                        readerState.ccb = ccb;
+                        break;
+                    }
+                    case ERROR: {
+                        ccb = readerState.getCCBInCommand();
+                        ccb.reportRemoteError(readerState.command.getData());
+                        int channelId = ccb.getChannelId();
+                        cSet.markEOSAck(channelId);
+                        cSet.unmarkPendingCredits(channelId);
+                        break;
+                    }
+                    case OPEN_CHANNEL: {
+                        int channelId = readerState.command.getChannelId();
+                        ccb = cSet.registerChannel(channelId);
+                        muxDemux.getChannelOpenListener().channelOpened(ccb);
+                    }
+                }
+                if (LOGGER.isLoggable(Level.FINE)) {
+                    LOGGER.fine("Applied command: " + readerState.command + " on " + ccb);
+                }
+            }
+            if (readerState.pendingReadSize > 0) {
+                ++chunksRead;
+                int newPendingReadSize = readerState.ccb.read(sc, readerState.pendingReadSize);
+                muxDemux.getPerformanceCounters().addPayloadBytesRead(readerState.pendingReadSize - newPendingReadSize);
+                readerState.pendingReadSize = newPendingReadSize;
+                if (readerState.pendingReadSize > 0) {
+                    return;
+                }
+            }
+            readerState.reset();
+        }
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemux.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemux.java
new file mode 100644
index 0000000..0ea7b13
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemux.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.net.exceptions.NetException;
+import org.apache.hyracks.net.protocols.tcp.ITCPConnectionListener;
+import org.apache.hyracks.net.protocols.tcp.TCPConnection;
+import org.apache.hyracks.net.protocols.tcp.TCPEndpoint;
+
+/**
+ * Multiplexed Connection Manager.
+ * Every participant that wants to use the multiplexed connections must create and instance
+ * of this class.
+ *
+ * @author vinayakb
+ */
+public class MuxDemux {
+    private final InetSocketAddress localAddress;
+
+    private final IChannelOpenListener channelOpenListener;
+
+    private final int maxConnectionAttempts;
+
+    private final Map<InetSocketAddress, MultiplexedConnection> connectionMap;
+
+    private final TCPEndpoint tcpEndpoint;
+
+    private final MuxDemuxPerformanceCounters perfCounters;
+
+    /**
+     * Constructor.
+     *
+     * @param localAddress
+     *            - TCP/IP socket address to listen on. Null for non-listening unidirectional sockets
+     * @param listener
+     *            - Callback interface to report channel events. Null for non-listening unidirectional sockets
+     * @param nThreads
+     *            - Number of threads to use for data transfer
+     * @param maxConnectionAttempts
+     *            - Maximum number of connection attempts
+     */
+    public MuxDemux(InetSocketAddress localAddress, IChannelOpenListener listener, int nThreads,
+            int maxConnectionAttempts) {
+        this.localAddress = localAddress;
+        this.channelOpenListener = listener;
+        this.maxConnectionAttempts = maxConnectionAttempts;
+        connectionMap = new HashMap<InetSocketAddress, MultiplexedConnection>();
+        this.tcpEndpoint = new TCPEndpoint(new ITCPConnectionListener() {
+            @Override
+            public void connectionEstablished(TCPConnection connection) {
+                MultiplexedConnection mConn;
+                synchronized (MuxDemux.this) {
+                    mConn = connectionMap.get(connection.getRemoteAddress());
+                }
+                assert mConn != null;
+                mConn.setTCPConnection(connection);
+                connection.setEventListener(mConn);
+                connection.setAttachment(mConn);
+            }
+
+            @Override
+            public void acceptedConnection(TCPConnection connection) {
+                MultiplexedConnection mConn = new MultiplexedConnection(MuxDemux.this);
+                mConn.setTCPConnection(connection);
+                connection.setEventListener(mConn);
+                connection.setAttachment(mConn);
+            }
+
+            @Override
+            public void connectionFailure(InetSocketAddress remoteAddress) {
+                MultiplexedConnection mConn;
+                synchronized (MuxDemux.this) {
+                    mConn = connectionMap.get(remoteAddress);
+                    assert mConn != null;
+                    int nConnectionAttempts = mConn.getConnectionAttempts();
+                    if (nConnectionAttempts > MuxDemux.this.maxConnectionAttempts) {
+                        connectionMap.remove(remoteAddress);
+                        mConn.setConnectionFailure();
+                    } else {
+                        mConn.setConnectionAttempts(nConnectionAttempts + 1);
+                        tcpEndpoint.initiateConnection(remoteAddress);
+                    }
+                }
+            }
+        }, nThreads);
+        perfCounters = new MuxDemuxPerformanceCounters();
+    }
+
+    /**
+     * Starts listening for remote connections and is capable of initiating connections.
+     *
+     * @throws IOException
+     */
+    public void start() throws IOException {
+        tcpEndpoint.start(localAddress);
+    }
+
+    /**
+     * Create a {@link MultiplexedConnection} that can create channels to the specified remote address.
+     * The remote address must have a {@link MuxDemux} listening for connections.
+     *
+     * @param remoteAddress
+     *            - Address of the remote {@link MuxDemux}
+     * @return a {@link MultiplexedConnection} connected to the remote address.
+     * @throws InterruptedException
+     *             - This call was interrupted while waiting for connection setup.
+     *             In such an event, it is safe to retry the {@link #connect(InetSocketAddress)} call.
+     * @throws NetException
+     */
+    public MultiplexedConnection connect(InetSocketAddress remoteAddress) throws InterruptedException, NetException {
+        MultiplexedConnection mConn = null;
+        synchronized (this) {
+            mConn = connectionMap.get(remoteAddress);
+            if (mConn == null) {
+                mConn = new MultiplexedConnection(this);
+                connectionMap.put(remoteAddress, mConn);
+                tcpEndpoint.initiateConnection(remoteAddress);
+            }
+        }
+        mConn.waitUntilConnected();
+        return mConn;
+    }
+
+    IChannelOpenListener getChannelOpenListener() {
+        return channelOpenListener;
+    }
+
+    /**
+     * Get the local address that this {@link MuxDemux} is listening for connections.
+     *
+     * @return local TCP/IP socket address.
+     */
+    public InetSocketAddress getLocalAddress() {
+        return tcpEndpoint.getLocalAddress();
+    }
+
+    /**
+     * Gets performance counters useful for collecting efficiency metrics.
+     *
+     * @return
+     */
+    public MuxDemuxPerformanceCounters getPerformanceCounters() {
+        return perfCounters;
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxCommand.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxCommand.java
new file mode 100644
index 0000000..b53cecf
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxCommand.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.net.exceptions.NetException;
+
+class MuxDemuxCommand {
+    static final int MAX_CHANNEL_ID = Integer.MAX_VALUE - 1;
+
+    static final int COMMAND_SIZE = 8;
+
+    static final int MAX_DATA_VALUE = 0x1fffffff;
+
+    enum CommandType {
+        OPEN_CHANNEL,
+        CLOSE_CHANNEL,
+        CLOSE_CHANNEL_ACK,
+        ERROR,
+        ADD_CREDITS,
+        DATA,
+    }
+
+    private int channelId;
+
+    private CommandType type;
+
+    private int data;
+
+    public int getChannelId() {
+        return channelId;
+    }
+
+    public void setChannelId(int channelId) throws NetException {
+        if (channelId > MAX_CHANNEL_ID) {
+            throw new NetException("channelId " + channelId + " exceeds " + MAX_CHANNEL_ID);
+        }
+        this.channelId = channelId;
+    }
+
+    public CommandType getCommandType() {
+        return type;
+    }
+
+    public void setCommandType(CommandType type) {
+        this.type = type;
+    }
+
+    public int getData() {
+        return data;
+    }
+
+    public void setData(int data) throws NetException {
+        if (data > MAX_DATA_VALUE) {
+            throw new NetException("data " + data + " exceeds " + MAX_DATA_VALUE);
+        }
+        this.data = data;
+    }
+
+    public void write(ByteBuffer buffer) {
+        long cmd = (((long) channelId) << 32) | (((long) type.ordinal()) << 29) | (data & 0x1fffffff);
+        buffer.putLong(cmd);
+    }
+
+    public void read(ByteBuffer buffer) {
+        long cmd = buffer.getLong();
+        channelId = (int) ((cmd >> 32) & 0x7fffffff);
+        type = CommandType.values()[(int) ((cmd >> 29) & 0x7)];
+        data = (int) (cmd & 0x1fffffff);
+    }
+
+    @Override
+    public String toString() {
+        return channelId + ":" + type + ":" + data;
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxPerformanceCounters.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxPerformanceCounters.java
new file mode 100644
index 0000000..622ce8a
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/muxdemux/MuxDemuxPerformanceCounters.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.muxdemux;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+public class MuxDemuxPerformanceCounters {
+    private final AtomicLong payloadBytesRead;
+
+    private final AtomicLong payloadBytesWritten;
+
+    private final AtomicLong signalingBytesRead;
+
+    private final AtomicLong signalingBytesWritten;
+
+    public MuxDemuxPerformanceCounters() {
+        payloadBytesRead = new AtomicLong();
+        payloadBytesWritten = new AtomicLong();
+        signalingBytesRead = new AtomicLong();
+        signalingBytesWritten = new AtomicLong();
+    }
+
+    public void addPayloadBytesRead(long delta) {
+        payloadBytesRead.addAndGet(delta);
+    }
+
+    public long getPayloadBytesRead() {
+        return payloadBytesRead.get();
+    }
+
+    public void addPayloadBytesWritten(long delta) {
+        payloadBytesWritten.addAndGet(delta);
+    }
+
+    public long getPayloadBytesWritten() {
+        return payloadBytesWritten.get();
+    }
+
+    public void addSignalingBytesRead(long delta) {
+        signalingBytesRead.addAndGet(delta);
+    }
+
+    public long getSignalingBytesRead() {
+        return signalingBytesRead.get();
+    }
+
+    public void addSignalingBytesWritten(long delta) {
+        signalingBytesWritten.addAndGet(delta);
+    }
+
+    public long getSignalingBytesWritten() {
+        return signalingBytesWritten.get();
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionEventListener.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionEventListener.java
new file mode 100644
index 0000000..59b1fbb
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionEventListener.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.tcp;
+
+import java.io.IOException;
+
+import org.apache.hyracks.net.exceptions.NetException;
+
+public interface ITCPConnectionEventListener {
+    public void notifyIOReady(TCPConnection connection, boolean readable, boolean writable) throws IOException,
+            NetException;
+
+    public void notifyIOError(Exception e);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionListener.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionListener.java
new file mode 100644
index 0000000..9fe0421
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/ITCPConnectionListener.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.tcp;
+
+import java.net.InetSocketAddress;
+
+public interface ITCPConnectionListener {
+    public void acceptedConnection(TCPConnection connection);
+
+    public void connectionEstablished(TCPConnection connection);
+
+    public void connectionFailure(InetSocketAddress remoteAddress);
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPConnection.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPConnection.java
new file mode 100644
index 0000000..ce0bbbe
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPConnection.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.tcp;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.nio.channels.SelectionKey;
+import java.nio.channels.Selector;
+import java.nio.channels.SocketChannel;
+
+public class TCPConnection {
+    private final TCPEndpoint endpoint;
+
+    private final SocketChannel channel;
+
+    private final SelectionKey key;
+
+    private final Selector selector;
+
+    private ITCPConnectionEventListener eventListener;
+
+    private Object attachment;
+
+    public TCPConnection(TCPEndpoint endpoint, SocketChannel channel, SelectionKey key, Selector selector) {
+        this.endpoint = endpoint;
+        this.channel = channel;
+        this.key = key;
+        this.selector = selector;
+    }
+
+    public TCPEndpoint getEndpoint() {
+        return endpoint;
+    }
+
+    public SocketChannel getSocketChannel() {
+        return channel;
+    }
+
+    public InetSocketAddress getLocalAddress() {
+        return (InetSocketAddress) channel.socket().getLocalSocketAddress();
+    }
+
+    public InetSocketAddress getRemoteAddress() {
+        return (InetSocketAddress) channel.socket().getRemoteSocketAddress();
+    }
+
+    public void enable(int ops) {
+        key.interestOps(key.interestOps() | ops);
+        selector.wakeup();
+    }
+
+    public void disable(int ops) {
+        key.interestOps(key.interestOps() & ~(ops));
+        selector.wakeup();
+    }
+
+    public ITCPConnectionEventListener getEventListener() {
+        return eventListener;
+    }
+
+    public void setEventListener(ITCPConnectionEventListener eventListener) {
+        this.eventListener = eventListener;
+    }
+
+    public Object getAttachment() {
+        return attachment;
+    }
+
+    public void setAttachment(Object attachment) {
+        this.attachment = attachment;
+    }
+
+    public void close() {
+        key.cancel();
+        try {
+            channel.close();
+        } catch (IOException e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPEndpoint.java b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPEndpoint.java
new file mode 100644
index 0000000..41e0dd2
--- /dev/null
+++ b/hyracks/hyracks-net/src/main/java/org/apache/hyracks/net/protocols/tcp/TCPEndpoint.java
@@ -0,0 +1,245 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.protocols.tcp;
+
+import java.io.IOException;
+import java.net.InetSocketAddress;
+import java.net.ServerSocket;
+import java.net.StandardSocketOptions;
+import java.nio.channels.SelectableChannel;
+import java.nio.channels.SelectionKey;
+import java.nio.channels.Selector;
+import java.nio.channels.ServerSocketChannel;
+import java.nio.channels.SocketChannel;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
+public class TCPEndpoint {
+    private final ITCPConnectionListener connectionListener;
+
+    private final int nThreads;
+
+    private ServerSocketChannel serverSocketChannel;
+
+    private InetSocketAddress localAddress;
+
+    private IOThread[] ioThreads;
+
+    private int nextThread;
+
+    public TCPEndpoint(ITCPConnectionListener connectionListener, int nThreads) {
+        this.connectionListener = connectionListener;
+        this.nThreads = nThreads;
+    }
+
+    public void start(InetSocketAddress localAddress) throws IOException {
+        // Setup a server socket listening channel only if the TCPEndpoint is a listening endpoint.
+        if (localAddress != null) {
+            serverSocketChannel = ServerSocketChannel.open();
+            ServerSocket serverSocket = serverSocketChannel.socket();
+            serverSocket.bind(localAddress);
+            this.localAddress = (InetSocketAddress) serverSocket.getLocalSocketAddress();
+        }
+
+        ioThreads = new IOThread[nThreads];
+        for (int i = 0; i < ioThreads.length; ++i) {
+            ioThreads[i] = new IOThread();
+        }
+
+        if (localAddress != null) {
+            ioThreads[0].registerServerSocket(serverSocketChannel);
+        }
+
+        for (int i = 0; i < ioThreads.length; ++i) {
+            ioThreads[i].start();
+        }
+    }
+
+    private synchronized int getNextThread() {
+        int result = nextThread;
+        nextThread = (nextThread + 1) % nThreads;
+        return result;
+    }
+
+    public void initiateConnection(InetSocketAddress remoteAddress) {
+        int targetThread = getNextThread();
+        ioThreads[targetThread].initiateConnection(remoteAddress);
+    }
+
+    private void distributeIncomingConnection(SocketChannel channel) {
+        int targetThread = getNextThread();
+        ioThreads[targetThread].addIncomingConnection(channel);
+    }
+
+    public InetSocketAddress getLocalAddress() {
+        return localAddress;
+    }
+
+    private class IOThread extends Thread {
+        private final List<InetSocketAddress> pendingConnections;
+
+        private final List<InetSocketAddress> workingPendingConnections;
+
+        private final List<SocketChannel> incomingConnections;
+
+        private final List<SocketChannel> workingIncomingConnections;
+
+        private final Selector selector;
+
+        public IOThread() throws IOException {
+            super("TCPEndpoint IO Thread");
+            setDaemon(true);
+            setPriority(Thread.NORM_PRIORITY);
+            this.pendingConnections = new ArrayList<InetSocketAddress>();
+            this.workingPendingConnections = new ArrayList<InetSocketAddress>();
+            this.incomingConnections = new ArrayList<SocketChannel>();
+            this.workingIncomingConnections = new ArrayList<SocketChannel>();
+            selector = Selector.open();
+        }
+
+        @Override
+        public void run() {
+            while (true) {
+                try {
+                    int n = selector.select();
+                    collectOutstandingWork();
+                    if (!workingPendingConnections.isEmpty()) {
+                        for (InetSocketAddress address : workingPendingConnections) {
+                            SocketChannel channel = SocketChannel.open();
+                            channel.setOption(StandardSocketOptions.TCP_NODELAY, true);
+                            channel.configureBlocking(false);
+                            boolean connect = false;
+                            boolean failure = false;
+                            try {
+                                connect = channel.connect(address);
+                            } catch (IOException e) {
+                                failure = true;
+                                synchronized (connectionListener) {
+                                    connectionListener.connectionFailure(address);
+                                }
+                            }
+                            if (!failure) {
+                                if (!connect) {
+                                    SelectionKey key = channel.register(selector, SelectionKey.OP_CONNECT);
+                                    key.attach(address);
+                                } else {
+                                    SelectionKey key = channel.register(selector, 0);
+                                    createConnection(key, channel);
+                                }
+                            }
+                        }
+                        workingPendingConnections.clear();
+                    }
+                    if (!workingIncomingConnections.isEmpty()) {
+                        for (SocketChannel channel : workingIncomingConnections) {
+                            channel.setOption(StandardSocketOptions.TCP_NODELAY, true);
+                            channel.configureBlocking(false);
+                            SelectionKey sKey = channel.register(selector, 0);
+                            TCPConnection connection = new TCPConnection(TCPEndpoint.this, channel, sKey, selector);
+                            sKey.attach(connection);
+                            synchronized (connectionListener) {
+                                connectionListener.acceptedConnection(connection);
+                            }
+                        }
+                        workingIncomingConnections.clear();
+                    }
+                    if (n > 0) {
+                        Iterator<SelectionKey> i = selector.selectedKeys().iterator();
+                        while (i.hasNext()) {
+                            SelectionKey key = i.next();
+                            i.remove();
+                            SelectableChannel sc = key.channel();
+                            boolean readable = key.isReadable();
+                            boolean writable = key.isWritable();
+
+                            if (readable || writable) {
+                                TCPConnection connection = (TCPConnection) key.attachment();
+                                try {
+                                    connection.getEventListener().notifyIOReady(connection, readable, writable);
+                                } catch (Exception e) {
+                                    connection.getEventListener().notifyIOError(e);
+                                    connection.close();
+                                    continue;
+                                }
+                            }
+                            if (key.isAcceptable()) {
+                                assert sc == serverSocketChannel;
+                                SocketChannel channel = serverSocketChannel.accept();
+                                distributeIncomingConnection(channel);
+                            } else if (key.isConnectable()) {
+                                SocketChannel channel = (SocketChannel) sc;
+                                boolean finishConnect = false;
+                                try {
+                                    finishConnect = channel.finishConnect();
+                                } catch (Exception e) {
+                                    e.printStackTrace();
+                                    key.cancel();
+                                    synchronized (connectionListener) {
+                                        connectionListener.connectionFailure((InetSocketAddress) key.attachment());
+                                    }
+                                }
+                                if (finishConnect) {
+                                    createConnection(key, channel);
+                                }
+                            }
+                        }
+                    }
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        private void createConnection(SelectionKey key, SocketChannel channel) {
+            TCPConnection connection = new TCPConnection(TCPEndpoint.this, channel, key, selector);
+            key.attach(connection);
+            key.interestOps(0);
+            synchronized (connectionListener) {
+                connectionListener.connectionEstablished(connection);
+            }
+        }
+
+        synchronized void initiateConnection(InetSocketAddress remoteAddress) {
+            pendingConnections.add(remoteAddress);
+            selector.wakeup();
+        }
+
+        synchronized void addIncomingConnection(SocketChannel channel) {
+            incomingConnections.add(channel);
+            selector.wakeup();
+        }
+
+        void registerServerSocket(ServerSocketChannel serverSocketChannel) throws IOException {
+            serverSocketChannel.configureBlocking(false);
+            serverSocketChannel.register(selector, SelectionKey.OP_ACCEPT);
+        }
+
+        private synchronized void collectOutstandingWork() {
+            if (!pendingConnections.isEmpty()) {
+                workingPendingConnections.addAll(pendingConnections);
+                pendingConnections.clear();
+            }
+            if (!incomingConnections.isEmpty()) {
+                workingIncomingConnections.addAll(incomingConnections);
+                incomingConnections.clear();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-net/src/test/java/org/apache/hyracks/net/tests/NetTest.java b/hyracks/hyracks-net/src/test/java/org/apache/hyracks/net/tests/NetTest.java
new file mode 100644
index 0000000..f1f3c4a
--- /dev/null
+++ b/hyracks/hyracks-net/src/test/java/org/apache/hyracks/net/tests/NetTest.java
@@ -0,0 +1,217 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.net.tests;
+
+import java.net.InetSocketAddress;
+import java.nio.ByteBuffer;
+import java.util.LinkedList;
+import java.util.Queue;
+import java.util.concurrent.Semaphore;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import junit.framework.Assert;
+
+import org.junit.Test;
+
+import org.apache.hyracks.net.buffers.IBufferAcceptor;
+import org.apache.hyracks.net.buffers.ICloseableBufferAcceptor;
+import org.apache.hyracks.net.protocols.muxdemux.ChannelControlBlock;
+import org.apache.hyracks.net.protocols.muxdemux.IChannelOpenListener;
+import org.apache.hyracks.net.protocols.muxdemux.MultiplexedConnection;
+import org.apache.hyracks.net.protocols.muxdemux.MuxDemux;
+
+public class NetTest {
+    @Test
+    public void test() throws Exception {
+        AtomicBoolean failFlag = new AtomicBoolean();
+
+        MuxDemux md1 = createMuxDemux("md1", failFlag);
+        md1.start();
+        MuxDemux md2 = createMuxDemux("md2", failFlag);
+        md2.start();
+        InetSocketAddress md2Address = md2.getLocalAddress();
+
+        MultiplexedConnection md1md2 = md1.connect(md2Address);
+
+        Thread t1 = createThread(md1md2, 1);
+        Thread t2 = createThread(md1md2, -1);
+        t1.start();
+        t2.start();
+
+        t1.join();
+        t2.join();
+
+        Assert.assertFalse("Failure flag was set to true", failFlag.get());
+    }
+
+    private Thread createThread(final MultiplexedConnection md1md2, final int factor) {
+        return new Thread() {
+            @Override
+            public void run() {
+                try {
+                    ChannelControlBlock md1md2c1 = md1md2.openChannel();
+
+                    final Semaphore sem = new Semaphore(1);
+                    sem.acquire();
+                    md1md2c1.getWriteInterface().setEmptyBufferAcceptor(new IBufferAcceptor() {
+                        @Override
+                        public void accept(ByteBuffer buffer) {
+                        }
+                    });
+
+                    md1md2c1.getReadInterface().setFullBufferAcceptor(new ICloseableBufferAcceptor() {
+                        @Override
+                        public void accept(ByteBuffer buffer) {
+                        }
+
+                        @Override
+                        public void error(int ecode) {
+                        }
+
+                        @Override
+                        public void close() {
+                            sem.release();
+                        }
+                    });
+
+                    ICloseableBufferAcceptor fba = md1md2c1.getWriteInterface().getFullBufferAcceptor();
+                    for (int i = 0; i < 10000; ++i) {
+                        ByteBuffer buffer = ByteBuffer.allocate(1024);
+                        for (int j = 0; j < 256; ++j) {
+                            buffer.putInt(factor * (i + j));
+                        }
+                        buffer.flip();
+                        fba.accept(buffer);
+                    }
+                    fba.close();
+                    sem.acquire();
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+            }
+        };
+
+    }
+
+    private MuxDemux createMuxDemux(final String label, final AtomicBoolean failFlag) {
+        IChannelOpenListener md1OpenListener = new IChannelOpenListener() {
+            @Override
+            public void channelOpened(final ChannelControlBlock channel) {
+                final ChannelIO cio = new ChannelIO(label, channel);
+                channel.getReadInterface().setFullBufferAcceptor(cio.rifba);
+                channel.getWriteInterface().setEmptyBufferAcceptor(cio.wieba);
+
+                final IBufferAcceptor rieba = channel.getReadInterface().getEmptyBufferAcceptor();
+                for (int i = 0; i < 50; ++i) {
+                    rieba.accept(ByteBuffer.allocate(1024));
+                }
+                new Thread() {
+                    private int prevTotal = 0;
+
+                    @Override
+                    public void run() {
+                        while (true) {
+                            ByteBuffer fbuf = null;
+                            synchronized (channel) {
+                                while (!cio.eos && cio.ecode == 0 && cio.rifq.isEmpty()) {
+                                    try {
+                                        channel.wait();
+                                    } catch (InterruptedException e) {
+                                        e.printStackTrace();
+                                    }
+                                }
+                                if (!cio.rifq.isEmpty()) {
+                                    fbuf = cio.rifq.poll();
+                                } else if (cio.ecode != 0) {
+                                    throw new RuntimeException("Error: " + cio.ecode);
+                                } else if (cio.eos) {
+                                    channel.getWriteInterface().getFullBufferAcceptor().close();
+                                    return;
+                                }
+                            }
+                            int counter = 0;
+                            while (fbuf.remaining() > 0) {
+                                counter += fbuf.getInt();
+                            }
+                            if (prevTotal != 0) {
+                                if (Math.abs(counter - prevTotal) != 256) {
+                                    failFlag.set(true);
+                                }
+                            }
+                            prevTotal = counter;
+                            fbuf.compact();
+                            rieba.accept(fbuf);
+                        }
+                    }
+                }.start();
+            }
+        };
+        return new MuxDemux(new InetSocketAddress("127.0.0.1", 0), md1OpenListener, 1, 5);
+    }
+
+    private class ChannelIO {
+        private ChannelControlBlock channel;
+
+        private Queue<ByteBuffer> rifq;
+
+        private Queue<ByteBuffer> wieq;
+
+        private boolean eos;
+
+        private int ecode;
+
+        private ICloseableBufferAcceptor rifba;
+
+        private IBufferAcceptor wieba;
+
+        public ChannelIO(final String label, ChannelControlBlock channel) {
+            this.channel = channel;
+            this.rifq = new LinkedList<ByteBuffer>();
+            this.wieq = new LinkedList<ByteBuffer>();
+
+            rifba = new ICloseableBufferAcceptor() {
+                @Override
+                public void accept(ByteBuffer buffer) {
+                    rifq.add(buffer);
+                    ChannelIO.this.channel.notifyAll();
+                }
+
+                @Override
+                public void error(int ecode) {
+                    ChannelIO.this.ecode = ecode;
+                    ChannelIO.this.channel.notifyAll();
+                }
+
+                @Override
+                public void close() {
+                    eos = true;
+                    ChannelIO.this.channel.notifyAll();
+                }
+            };
+
+            wieba = new IBufferAcceptor() {
+                @Override
+                public void accept(ByteBuffer buffer) {
+                    wieq.add(buffer);
+                    ChannelIO.this.channel.notifyAll();
+                }
+            };
+        }
+    }
+}
diff --git a/hyracks/hyracks-server/docs/README b/hyracks/hyracks-server/docs/README
new file mode 100644
index 0000000..06bb1e1
--- /dev/null
+++ b/hyracks/hyracks-server/docs/README
@@ -0,0 +1,91 @@
+Hyracks is a data-parallel platform that allows users to run jobs on a cluster of shared-nothing computers.
+
+QUICKSTART
+__________
+
+Hyracks is made up of two parts that need to run on a cluster to accept and run users' jobs. The Hyracks Cluster Controller must be run on one machine designated as the
+master node. This machine should be able to be accessed from the other nodes in the cluster that would do work as well as the client machines that would submit jobs to Hyracks.
+The worker nodes (machines) must run a Hyracks Node Controller.
+
+1. Starting the Hyracks Cluster Controller
+
+The simplest way to start the cluster controller is to run bin/hyrackscc.
+By default, the cluster controller listens on port 1099 for connections from Node Controllers. However, it can be made to listen on a different port by passing an optional
+parameter as shown below:
+
+bin/hyrackscc -port <port>
+
+2. Starting the Hyracks Node Controller
+
+The node controller is started by running bin/hyracksnc. It requires at least the following two command line arguments.
+
+ -cc-host VAL                    : Cluster Controller host name
+ -data-ip-address VAL            : IP Address to bind data listener
+
+If the cluster controller was directed to listen on a port other than the default, you will need to pass one more argument to hyracksnc.
+
+ -cc-port N                      : Cluster Controller port (default: 1099)
+
+The data-ip-address is the interface on which the Node Controller must listen on -- in the event the machine is multi-homed it must listen on an IP that is reachable from
+other Node Controllers. Make sure that the value passed to the data-ip-address is a valid IPv4 address (four octets separated by .).
+
+3. Running a job on Hyracks
+
+There are a few examples in the source distribution under src/test/integration that outline the construction and issue of a Job to the Hyracks Cluster Controller. The
+basic steps that need to be performed on the client to execute jobs are:
+
+Registry registry = LocateRegistry.getRegistry(ccHost, ccPort);
+IClusterController cc = registry.lookup(IClusterController.class.getName()); // Get a handle to the Cluster Controller
+
+JobSpecification spec = createJob(); // User code to create a Job
+
+UUID jobId = cc.createJob(spec); // Install the Job on the Cluster Controller
+
+cc.start(jobId); // Start the job
+cc.waitForCompletion(jobId); // Jobs run asynchronously -- Wait for this one to complete
+
+
+
+BUILDING FROM SOURCE
+____________________
+
+Prerequisites:
+
+1. JDK 1.6
+2. Maven2 (maven.apache.org)
+
+Steps:
+
+1. Checkout source from SVN
+2. Download dcache-client-0.0.1.jar from the Downloads page at http://code.google.com/p/hyracks/downloads/list
+3. Run the following command: (Replacing /path/to/file with the path to the dcache-client jar file).
+
+ mvn install:install-file -DgroupId=org.apache.dcache -DartifactId=dcache-client -Dversion=0.0.1 -Dpackaging=jar -Dfile=/path/to/file/dcache-client-0.0.1.jar
+
+4. Download jol.jar from the Downloads page at http://code.google.com/p/hyracks/downloads/list
+5. Run the following command: (Replacing /path/to/file with the path to the jol jar file).
+
+ mvn install:install-file -DgroupId=jol -DartifactId=jol -Dversion=0.0.1 -Dpackaging=jar -Dfile=/path/to/file/jol.jar
+
+6. cd into the hyracks folder where the source was checked out
+7. Run
+
+ mvn package
+
+6. That's it!
+
+
+IMPORTING INTO ECLIPSE
+______________________
+
+Prerequisites:
+
+You will need to have the Eclipse Maven plugin (http://m2eclipse.sonatype.org/)
+
+1. Open eclipse
+2. Right click in the Package Explorer pane.
+3. Click on Import...
+4. Under "General" choose "Existing Projects into Workspace"
+5. Pick the project root option and browse to the hyracks folder
+6. Import all projects.
+7. Click on Finish
diff --git a/hyracks/hyracks-server/pom.xml b/hyracks/hyracks-server/pom.xml
new file mode 100644
index 0000000..f2d7085
--- /dev/null
+++ b/hyracks/hyracks-server/pom.xml
@@ -0,0 +1,101 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-server</artifactId>
+  <name>hyracks-server</name>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <version>1.3</version>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.control.cc.CCDriver</mainClass>
+                  <name>hyrackscc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.control.nc.NCDriver</mainClass>
+                  <name>hyracksnc</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.server.drivers.VirtualClusterDriver</mainClass>
+                  <name>hyracks-virtual-cluster</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+          <groupId>org.apache.maven.plugins</groupId>
+          <artifactId>maven-deploy-plugin</artifactId>
+          <configuration>
+              <skip>true</skip>
+          </configuration>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-cc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-control-nc</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-server/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-server/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..f56121d
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,58 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+    <fileSet>
+      <directory>docs</directory>
+      <outputDirectory>docs</outputDirectory>
+    </fileSet>
+     <fileSet>
+      <directory>target/classes/META-INF</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>DISCLAIMER*</include>
+        <include>DEPENDENCIES*</include>
+      </includes>
+    </fileSet>
+    <fileSet>
+      <directory>src/main/licenses</directory>
+      <outputDirectory>.</outputDirectory>
+      <includes>
+        <include>LICENSE*</include>
+        <include>NOTICE*</include>
+      </includes>
+    </fileSet>
+ </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/drivers/VirtualClusterDriver.java b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/drivers/VirtualClusterDriver.java
new file mode 100644
index 0000000..41c14a7
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/drivers/VirtualClusterDriver.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.server.drivers;
+
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.control.common.controllers.CCConfig;
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.server.process.HyracksCCProcess;
+import org.apache.hyracks.server.process.HyracksNCProcess;
+
+public class VirtualClusterDriver {
+    private static class Options {
+        @Option(name = "-n", required = false, usage = "Number of node controllers (default: 2)")
+        public int n = 2;
+
+        @Option(name = "-cc-client-net-port", required = false, usage = "CC Port (default: 1098)")
+        public int ccClientNetPort = 1098;
+
+        @Option(name = "-cc-cluster-net-port", required = false, usage = "CC Port (default: 1099)")
+        public int ccClusterNetPort = 1099;
+
+        @Option(name = "-cc-http-port", required = false, usage = "CC Port (default: 16001)")
+        public int ccHttpPort = 16001;
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser cp = new CmdLineParser(options);
+        try {
+            cp.parseArgument(args);
+        } catch (Exception e) {
+            System.err.println(e.getMessage());
+            cp.printUsage(System.err);
+            return;
+        }
+
+        CCConfig ccConfig = new CCConfig();
+        ccConfig.clusterNetIpAddress = "127.0.0.1";
+        ccConfig.clusterNetPort = options.ccClusterNetPort;
+        ccConfig.clientNetIpAddress = "127.0.0.1";
+        ccConfig.clientNetPort = options.ccClientNetPort;
+        ccConfig.httpPort = options.ccHttpPort;
+        HyracksCCProcess ccp = new HyracksCCProcess(ccConfig);
+        ccp.start();
+
+        Thread.sleep(5000);
+
+        HyracksNCProcess ncps[] = new HyracksNCProcess[options.n];
+        for (int i = 0; i < options.n; ++i) {
+            NCConfig ncConfig = new NCConfig();
+            ncConfig.ccHost = "127.0.0.1";
+            ncConfig.ccPort = options.ccClusterNetPort;
+            ncConfig.clusterNetIPAddress = "127.0.0.1";
+            ncConfig.nodeId = "nc" + i;
+            ncConfig.dataIPAddress = "127.0.0.1";
+            ncps[i] = new HyracksNCProcess(ncConfig);
+            ncps[i].start();
+        }
+
+        while (true) {
+            Thread.sleep(10000);
+        }
+    }
+}
diff --git a/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksCCProcess.java b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksCCProcess.java
new file mode 100644
index 0000000..d0d8d63
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksCCProcess.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.server.process;
+
+import java.util.List;
+
+import org.apache.hyracks.control.cc.CCDriver;
+import org.apache.hyracks.control.common.controllers.CCConfig;
+
+public class HyracksCCProcess extends HyracksServerProcess {
+    private CCConfig config;
+
+    public HyracksCCProcess(CCConfig config) {
+        this.config = config;
+    }
+
+    @Override
+    protected void addCmdLineArgs(List<String> cList) {
+        config.toCommandLine(cList);
+    }
+
+    @Override
+    protected String getMainClassName() {
+        return CCDriver.class.getName();
+    }
+}
diff --git a/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksNCProcess.java b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksNCProcess.java
new file mode 100644
index 0000000..c4517e6
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksNCProcess.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.server.process;
+
+import java.util.List;
+
+import org.apache.hyracks.control.common.controllers.NCConfig;
+import org.apache.hyracks.control.nc.NCDriver;
+
+public class HyracksNCProcess extends HyracksServerProcess {
+    private NCConfig config;
+
+    public HyracksNCProcess(NCConfig config) {
+        this.config = config;
+    }
+
+    @Override
+    protected void addCmdLineArgs(List<String> cList) {
+        config.toCommandLine(cList);
+    }
+
+    @Override
+    protected String getMainClassName() {
+        return NCDriver.class.getName();
+    }
+}
diff --git a/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksServerProcess.java b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksServerProcess.java
new file mode 100644
index 0000000..9dec0ec
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/java/org/apache/hyracks/server/process/HyracksServerProcess.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.server.process;
+
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.io.Reader;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+public abstract class HyracksServerProcess {
+    private static final Logger LOGGER = Logger.getLogger(HyracksServerProcess.class.getName());
+
+    protected Process process;
+
+    public void start() throws IOException {
+        String[] cmd = buildCommand();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Starting command: " + Arrays.toString(cmd));
+        }
+        process = Runtime.getRuntime().exec(cmd, null, null);
+        dump(process.getInputStream());
+        dump(process.getErrorStream());
+    }
+
+    private void dump(InputStream input) {
+        final int streamBufferSize = 1000;
+        final Reader in = new InputStreamReader(input);
+        new Thread(new Runnable() {
+            public void run() {
+                try {
+                    char[] chars = new char[streamBufferSize];
+                    int c;
+                    while ((c = in.read(chars)) != -1) {
+                        if (c > 0) {
+                            System.out.print(String.valueOf(chars, 0, c));
+                        }
+                    }
+                } catch (IOException e) {
+                }
+            }
+        }).start();
+    }
+
+    private String[] buildCommand() {
+        List<String> cList = new ArrayList<String>();
+        cList.add(getJavaCommand());
+        cList.add("-Dbasedir=" + System.getProperty("basedir"));
+        cList.add("-Djava.rmi.server.hostname=127.0.0.1");
+        cList.add("-classpath");
+        cList.add(getClasspath());
+        cList.add(getMainClassName());
+        addCmdLineArgs(cList);
+        return cList.toArray(new String[cList.size()]);
+    }
+
+    protected abstract void addCmdLineArgs(List<String> cList);
+
+    protected abstract String getMainClassName();
+
+    private final String getClasspath() {
+        return System.getProperty("java.class.path");
+    }
+
+    protected final String getJavaCommand() {
+        return System.getProperty("java.home") + File.separator + "bin" + File.separator + "java";
+    }
+}
diff --git a/hyracks/hyracks-server/src/main/licenses/LICENSE b/hyracks/hyracks-server/src/main/licenses/LICENSE
new file mode 100644
index 0000000..67aff53
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/licenses/LICENSE
@@ -0,0 +1,667 @@
+
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
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+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
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+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
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+
+      "Work" shall mean the work of authorship, whether in Source or
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+      "Derivative Works" shall mean any work, whether in Source or Object
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+      editorial revisions, annotations, elaborations, or other modifications
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+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
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+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
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+   3. Grant of Patent License. Subject to the terms and conditions of
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+
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+
+      (b) You must cause any modified files to carry prominent notices
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+
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+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+
+   ASTERIXDB COMPONENTS:
+
+   AsterixDB includes a number of subcomponents with separate copyright
+   notices and license terms. Your use of the source code for these
+   subcomponents is subject to the terms and condition of the following
+   licenses.
+
+   ===
+
+   Component(s):
+   - Java Servlet API (http://servlet-spec.java.net)
+     lib/javax.servlet-3.0.20100224.jar
+
+
+   are available under the CDDL 1.0
+   --
+      COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0
+
+      1. Definitions.
+
+      1.1. “Contributor” means each individual or entity that creates or contributes to the creation of Modifications.
+
+      1.2. “Contributor Version” means the combination of the Original Software, prior Modifications used by a Contributor (if any), and the Modifications made by that particular Contributor.
+
+      1.3. “Covered Software” means (a) the Original Software, or (b) Modifications, or (c) the combination of files containing Original Software with files containing Modifications, in each case including portions thereof.
+
+      1.4. “Executable” means the Covered Software in any form other than Source Code.
+
+      1.5. “Initial Developer” means the individual or entity that first makes Original Software available under this License.
+
+      1.6. “Larger Work” means a work which combines Covered Software or portions thereof with code not governed by the terms of this License.
+
+      1.7. “License” means this document.
+
+      1.8. “Licensable” means having the right to grant, to the maximum extent possible, whether at the time of the initial grant or subsequently acquired, any and all of the rights conveyed herein.
+
+      1.9. “Modifications” means the Source Code and Executable form of any of the following:
+
+      A. Any file that results from an addition to, deletion from or modification of the contents of a file containing Original Software or previous Modifications;
+
+      B. Any new file that contains any part of the Original Software or previous Modification; or
+
+      C. Any new file that is contributed or otherwise made available under the terms of this License.
+
+      1.10. “Original Software” means the Source Code and Executable form of computer software code that is originally released under this License.
+
+      1.11. “Patent Claims” means any patent claim(s), now owned or hereafter acquired, including without limitation, method, process, and apparatus claims, in any patent Licensable by grantor.
+
+      1.12. “Source Code” means (a) the common form of computer software code in which modifications are made and (b) associated documentation included in or with such code.
+
+      1.13. “You” (or “Your”) means an individual or a legal entity exercising rights under, and complying with all of the terms of, this License. For legal entities, “You” includes any entity which controls, is controlled by, or is under common control with You. For purposes of this definition, “control” means (a) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (b) ownership of more than fifty percent (50%) of the outstanding shares or beneficial ownership of such entity.
+
+      2. License Grants.
+
+      2.1. The Initial Developer Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, the Initial Developer hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Initial Developer, to use, reproduce, modify, display, perform, sublicense and distribute the Original Software (or portions thereof), with or without Modifications, and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using or selling of Original Software, to make, have made, use, practice, sell, and offer for sale, and/or otherwise dispose of the Original Software (or portions thereof).
+
+      (c) The licenses granted in Sections 2.1(a) and (b) are effective on the date Initial Developer first distributes or otherwise makes the Original Software available to a third party under the terms of this License.
+
+      (d) Notwithstanding Section 2.1(b) above, no patent license is granted: (1) for code that You delete from the Original Software, or (2) for infringements caused by: (i) the modification of the Original Software, or (ii) the combination of the Original Software with other software or devices.
+
+      2.2. Contributor Grant.
+
+      Conditioned upon Your compliance with Section 3.1 below and subject to third party intellectual property claims, each Contributor hereby grants You a world-wide, royalty-free, non-exclusive license:
+
+      (a) under intellectual property rights (other than patent or trademark) Licensable by Contributor to use, reproduce, modify, display, perform, sublicense and distribute the Modifications created by such Contributor (or portions thereof), either on an unmodified basis, with other Modifications, as Covered Software and/or as part of a Larger Work; and
+
+      (b) under Patent Claims infringed by the making, using, or selling of Modifications made by that Contributor either alone and/or in combination with its Contributor Version (or portions of such combination), to make, use, sell, offer for sale, have made, and/or otherwise dispose of: (1) Modifications made by that Contributor (or portions thereof); and (2) the combination of Modifications made by that Contributor with its Contributor Version (or portions of such combination).
+
+      (c) The licenses granted in Sections 2.2(a) and 2.2(b) are effective on the date Contributor first distributes or otherwise makes the Modifications available to a third party.
+
+      (d) Notwithstanding Section 2.2(b) above, no patent license is granted: (1) for any code that Contributor has deleted from the Contributor Version; (2) for infringements caused by: (i) third party modifications of Contributor Version, or (ii) the combination of Modifications made by that Contributor with other software (except as part of the Contributor Version) or other devices; or (3) under Patent Claims infringed by Covered Software in the absence of Modifications made by that Contributor.
+
+      3. Distribution Obligations.
+
+      3.1. Availability of Source Code.
+
+      Any Covered Software that You distribute or otherwise make available in Executable form must also be made available in Source Code form and that Source Code form must be distributed only under the terms of this License. You must include a copy of this License with every copy of the Source Code form of the Covered Software You distribute or otherwise make available. You must inform recipients of any such Covered Software in Executable form as to how they can obtain such Covered Software in Source Code form in a reasonable manner on or through a medium customarily used for software exchange.
+
+      3.2. Modifications.
+
+      The Modifications that You create or to which You contribute are governed by the terms of this License. You represent that You believe Your Modifications are Your original creation(s) and/or You have sufficient rights to grant the rights conveyed by this License.
+
+      3.3. Required Notices.
+
+      You must include a notice in each of Your Modifications that identifies You as the Contributor of the Modification. You may not remove or alter any copyright, patent or trademark notices contained within the Covered Software, or any notices of licensing or any descriptive text giving attribution to any Contributor or the Initial Developer.
+
+      3.4. Application of Additional Terms.
+
+      You may not offer or impose any terms on any Covered Software in Source Code form that alters or restricts the applicable version of this License or the recipients’ rights hereunder. You may choose to offer, and to charge a fee for, warranty, support, indemnity or liability obligations to one or more recipients of Covered Software. However, you may do so only on Your own behalf, and not on behalf of the Initial Developer or any Contributor. You must make it absolutely clear that any such warranty, support, indemnity or liability obligation is offered by You alone, and You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of warranty, support, indemnity or liability terms You offer.
+
+      3.5. Distribution of Executable Versions.
+
+      You may distribute the Executable form of the Covered Software under the terms of this License or under the terms of a license of Your choice, which may contain terms different from this License, provided that You are in compliance with the terms of this License and that the license for the Executable form does not attempt to limit or alter the recipient’s rights in the Source Code form from the rights set forth in this License. If You distribute the Covered Software in Executable form under a different license, You must make it absolutely clear that any terms which differ from this License are offered by You alone, not by the Initial Developer or Contributor. You hereby agree to indemnify the Initial Developer and every Contributor for any liability incurred by the Initial Developer or such Contributor as a result of any such terms You offer.
+
+      3.6. Larger Works.
+
+      You may create a Larger Work by combining Covered Software with other code not governed by the terms of this License and distribute the Larger Work as a single product. In such a case, You must make sure the requirements of this License are fulfilled for the Covered Software.
+
+      4. Versions of the License.
+
+      4.1. New Versions.
+
+      Sun Microsystems, Inc. is the initial license steward and may publish revised and/or new versions of this License from time to time. Each version will be given a distinguishing version number. Except as provided in Section 4.3, no one other than the license steward has the right to modify this License.
+
+      4.2. Effect of New Versions.
+
+      You may always continue to use, distribute or otherwise make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. If the Initial Developer includes a notice in the Original Software prohibiting it from being distributed or otherwise made available under any subsequent version of the License, You must distribute and make the Covered Software available under the terms of the version of the License under which You originally received the Covered Software. Otherwise, You may also choose to use, distribute or otherwise make the Covered Software available under the terms of any subsequent version of the License published by the license steward.
+
+      4.3. Modified Versions.
+
+      When You are an Initial Developer and You want to create a new license for Your Original Software, You may create and use a modified version of this License if You: (a) rename the license and remove any references to the name of the license steward (except to note that the license differs from this License); and (b) otherwise make it clear that the license contains terms which differ from this License.
+
+      5. DISCLAIMER OF WARRANTY.
+
+      COVERED SOFTWARE IS PROVIDED UNDER THIS LICENSE ON AN “AS IS” BASIS, WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, WITHOUT LIMITATION, WARRANTIES THAT THE COVERED SOFTWARE IS FREE OF DEFECTS, MERCHANTABLE, FIT FOR A PARTICULAR PURPOSE OR NON-INFRINGING. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE COVERED SOFTWARE IS WITH YOU. SHOULD ANY COVERED SOFTWARE PROVE DEFECTIVE IN ANY RESPECT, YOU (NOT THE INITIAL DEVELOPER OR ANY OTHER CONTRIBUTOR) ASSUME THE COST OF ANY NECESSARY SERVICING, REPAIR OR CORRECTION. THIS DISCLAIMER OF WARRANTY CONSTITUTES AN ESSENTIAL PART OF THIS LICENSE. NO USE OF ANY COVERED SOFTWARE IS AUTHORIZED HEREUNDER EXCEPT UNDER THIS DISCLAIMER.
+
+      6. TERMINATION.
+
+      6.1. This License and the rights granted hereunder will terminate automatically if You fail to comply with terms herein and fail to cure such breach within 30 days of becoming aware of the breach. Provisions which, by their nature, must remain in effect beyond the termination of this License shall survive.
+
+      6.2. If You assert a patent infringement claim (excluding declaratory judgment actions) against Initial Developer or a Contributor (the Initial Developer or Contributor against whom You assert such claim is referred to as “Participant”) alleging that the Participant Software (meaning the Contributor Version where the Participant is a Contributor or the Original Software where the Participant is the Initial Developer) directly or indirectly infringes any patent, then any and all rights granted directly or indirectly to You by such Participant, the Initial Developer (if the Initial Developer is not the Participant) and all Contributors under Sections 2.1 and/or 2.2 of this License shall, upon 60 days notice from Participant terminate prospectively and automatically at the expiration of such 60 day notice period, unless if within such 60 day period You withdraw Your claim with respect to the Participant Software against such Participant either unilaterally or pursuant to a written agreement with Participant.
+
+      6.3. In the event of termination under Sections 6.1 or 6.2 above, all end user licenses that have been validly granted by You or any distributor hereunder prior to termination (excluding licenses granted to You by any distributor) shall survive termination.
+
+      7. LIMITATION OF LIABILITY.
+
+      UNDER NO CIRCUMSTANCES AND UNDER NO LEGAL THEORY, WHETHER TORT (INCLUDING NEGLIGENCE), CONTRACT, OR OTHERWISE, SHALL YOU, THE INITIAL DEVELOPER, ANY OTHER CONTRIBUTOR, OR ANY DISTRIBUTOR OF COVERED SOFTWARE, OR ANY SUPPLIER OF ANY OF SUCH PARTIES, BE LIABLE TO ANY PERSON FOR ANY INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES OF ANY CHARACTER INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOST PROFITS, LOSS OF GOODWILL, WORK STOPPAGE, COMPUTER FAILURE OR MALFUNCTION, OR ANY AND ALL OTHER COMMERCIAL DAMAGES OR LOSSES, EVEN IF SUCH PARTY SHALL HAVE BEEN INFORMED OF THE POSSIBILITY OF SUCH DAMAGES. THIS LIMITATION OF LIABILITY SHALL NOT APPLY TO LIABILITY FOR DEATH OR PERSONAL INJURY RESULTING FROM SUCH PARTY’S NEGLIGENCE TO THE EXTENT APPLICABLE LAW PROHIBITS SUCH LIMITATION. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF INCIDENTAL OR CONSEQUENTIAL DAMAGES, SO THIS EXCLUSION AND LIMITATION MAY NOT APPLY TO YOU.
+
+      8. U.S. GOVERNMENT END USERS.
+
+      The Covered Software is a “commercial item,” as that term is defined in 48 C.F.R. 2.101 (Oct. 1995), consisting of “commercial computer software” (as that term is defined at 48 C.F.R. § 252.227-7014(a)(1)) and “commercial computer software documentation” as such terms are used in 48 C.F.R. 12.212 (Sept. 1995). Consistent with 48 C.F.R. 12.212 and 48 C.F.R. 227.7202-1 through 227.7202-4 (June 1995), all U.S. Government End Users acquire Covered Software with only those rights set forth herein. This U.S. Government Rights clause is in lieu of, and supersedes, any other FAR, DFAR, or other clause or provision that addresses Government rights in computer software under this License.
+
+      9. MISCELLANEOUS.
+
+      This License represents the complete agreement concerning subject matter hereof. If any provision of this License is held to be unenforceable, such provision shall be reformed only to the extent necessary to make it enforceable. This License shall be governed by the law of the jurisdiction specified in a notice contained within the Original Software (except to the extent applicable law, if any, provides otherwise), excluding such jurisdiction’s conflict-of-law provisions. Any litigation relating to this License shall be subject to the jurisdiction of the courts located in the jurisdiction and venue specified in a notice contained within the Original Software, with the losing party responsible for costs, including, without limitation, court costs and reasonable attorneys’ fees and expenses. The application of the United Nations Convention on Contracts for the International Sale of Goods is expressly excluded. Any law or regulation which provides that the language of a contract shall be construed against the drafter shall not apply to this License. You agree that You alone are responsible for compliance with the United States export administration regulations (and the export control laws and regulation of any other countries) when You use, distribute or otherwise make available any Covered Software.
+
+      10. RESPONSIBILITY FOR CLAIMS.
+
+      As between Initial Developer and the Contributors, each party is responsible for claims and damages arising, directly or indirectly, out of its utilization of rights under this License and You agree to work with Initial Developer and Contributors to distribute such responsibility on an equitable basis. Nothing herein is intended or shall be deemed to constitute any admission of liability.
+
+      NOTICE PURSUANT TO SECTION 9 OF THE COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL)
+
+      The code released under the CDDL shall be governed by the laws of the State of California (excluding conflict-of-law provisions). Any litigation relating to this License shall be subject to the jurisdiction of the Federal Courts of the Northern District of California and the state courts of the State of California, with venue lying in Santa Clara County, California.
+
+
+   ===
+
+   Component(s):
+
+   - JUnit (http://junit.org)
+     lib/junit-4.8.1.jar
+
+   Are available under the CPL 1.0:
+
+   --
+
+      Common Public License Version 1.0
+      THE ACCOMPANYING PROGRAM IS PROVIDED UNDER THE TERMS OF THIS COMMON PUBLIC
+      LICENSE ("AGREEMENT"). ANY USE, REPRODUCTION OR DISTRIBUTION OF THE PROGRAM
+      CONSTITUTES RECIPIENT'S ACCEPTANCE OF THIS AGREEMENT.
+
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+      where such changes and/or additions to the Program originate from and are
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+      Contributor if it was added to the Program by such Contributor itself or anyone
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+      Commercial distributors of software may accept certain responsibilities with
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+
+      EXCEPT AS EXPRESSLY SET FORTH IN THIS AGREEMENT, THE PROGRAM IS PROVIDED ON AN
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+      CONTRIBUTORS SHALL HAVE ANY LIABILITY FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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+
+      If any provision of this Agreement is invalid or unenforceable under applicable
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+
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+
+      Everyone is permitted to copy and distribute copies of this Agreement, but in
+      order to avoid inconsistency the Agreement is copyrighted and may only be
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+      Agreement will be given a distinguishing version number. The Program (including
+      Contributions) may always be distributed subject to the version of the Agreement
+      under which it was received. In addition, after a new version of the Agreement
+      is published, Contributor may elect to distribute the Program (including its
+      Contributions) under the new version. Except as expressly stated in Sections
+      2(a) and 2(b) above, Recipient receives no rights or licenses to the
+      intellectual property of any Contributor under this Agreement, whether
+      expressly, by implication, estoppel or otherwise. All rights in the Program not
+      expressly granted under this Agreement are reserved.
+
+      This Agreement is governed by the laws of the State of New York and the
+      intellectual property laws of the United States of America. No party to this
+      Agreement will bring a legal action under this Agreement more than one year
+      after the cause of action arose. Each party waives its rights to a jury trial in
+      any resulting litigation.
+      --
+
+      ===
+      Component(s)
+
+      - SLF4J JCL Binding (http://www.slf4j.org) 
+        lib/slf4j-jcl-1.6.3.jar
+      - SLF4J API Module (http://www.slf4j.org/slf4j-api)
+        lib/slf4j-api-1.6.1.jar
+
+      are provided under the MIT license:
+
+      --
+      Copyright (c) 2004-2013 QOS.ch
+       All rights reserved.
+
+       Permission is hereby granted, free  of charge, to any person obtaining
+       a  copy  of this  software  and  associated  documentation files  (the
+       "Software"), to  deal in  the Software without  restriction, including
+       without limitation  the rights to  use, copy, modify,  merge, publish,
+       distribute,  sublicense, and/or sell  copies of  the Software,  and to
+       permit persons to whom the Software  is furnished to do so, subject to
+       the following conditions:
+       
+       The  above  copyright  notice  and  this permission  notice  shall  be
+       included in all copies or substantial portions of the Software.
+       
+       THE  SOFTWARE IS  PROVIDED  "AS  IS", WITHOUT  WARRANTY  OF ANY  KIND,
+       EXPRESS OR  IMPLIED, INCLUDING  BUT NOT LIMITED  TO THE  WARRANTIES OF
+       MERCHANTABILITY,    FITNESS    FOR    A   PARTICULAR    PURPOSE    AND
+       NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+       LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+       OF CONTRACT, TORT OR OTHERWISE,  ARISING FROM, OUT OF OR IN CONNECTION
+       WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+   ===
+   Component(s):
+   - JSON (JavaScript Object Notation) (http://www.json.org/java/index.html) 
+     lib/json-20090211.jar
+
+   are available under the JSON license:
+
+   --
+      Copyright (c) 2002 JSON.org
+
+      Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
+
+      The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
+
+      The Software shall be used for Good, not Evil.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+   --
+
+
+   ===
+   Component(s):
+
+   - args4j (http://args4j.dev.java.net/args4j/) 
+     lib/args4j-2.0.12.jar
+
+   are available under the MIT License:
+
+   --
+      Copyright (c) 2003, Kohsuke Kawaguchi
+
+      Permission is hereby granted, free of charge, to any person
+      obtaining a copy of this software and associated documentation
+      files (the "Software"), to deal in the Software without
+      restriction, including without limitation the rights to use,
+      copy, modify, merge, publish, distribute, sublicense, and/or sell
+      copies of the Software, and to permit persons to whom the
+      Software is furnished to do so, subject to the following
+      conditions:
+
+      The above copyright notice and this permission notice shall be
+      included in all copies or substantial portions of the Software.
+
+      THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+      EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+      OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+      NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+      HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+      WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+      FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+      OTHER DEALINGS IN THE SOFTWARE.
+   --
+
diff --git a/hyracks/hyracks-server/src/main/licenses/NOTICE b/hyracks/hyracks-server/src/main/licenses/NOTICE
new file mode 100644
index 0000000..cbe5915
--- /dev/null
+++ b/hyracks/hyracks-server/src/main/licenses/NOTICE
@@ -0,0 +1,72 @@
+Apache AsterixDB
+Copyright 2016 The Apache Software Foundation
+
+This product includes software developed at
+The Apache Software Foundation (http://www.apache.org/).
+
+AsterixDB utilizes many libraries, which come with the following applicable NOTICE(s):
+
+ - lib/wicket-core-1.5.2.jar
+   Apache Wicket
+   Copyright 2006-2011 Apache Software Foundation
+
+   This product includes software from QOS.ch (http://slf4j.org) licensed under the X11 license
+   Copyright (c) 2004-2008 QOS.ch
+
+   Contains Diff library from Mavens JRCS, released under
+   The Apache Software License, Version 1.1.
+   (c) 1999-2003
+
+   org.apache.wicket.markup.html.form.upload.MultiFileUploadField.js is taken from [1]
+   and has the following notice:
+      "Licence:
+       Use this however/wherever you like, just don't blame me if it breaks
+       anything.
+
+       Credit:
+       If you're nice, you'll leave this bit:
+
+       Class by Stickman -- http://www.the-stickman.com
+       with thanks to:
+       [for Safari fixes]
+          Luis Torrefranca -- http://www.law.pitt.edu
+          and
+          Shawn Parker & John Pennypacker -- http://www.fuzzycoconut.com
+       [for duplicate name bug]
+          'neal'"
+   [1]: http://the-stickman.com/web-development/javascript/upload-multiple-files-with-a-single-file-element/
+ - lib/wicket-request-1.5.2.jar
+
+    Wicket Request
+    Copyright 2006-2011 Apache Software Foundation
+
+ - lib/wicket-util-1.5.2.jar
+
+    Wicket Util
+    Copyright 2006-2011 Apache Software Foundation
+
+- lib/commons-logging-1.1.1.jar
+
+    Commons Logging
+    Copyright 2001-2007 The Apache Software Foundation
+
+- lib/httpclient-4.3.jar
+
+    Apache HttpClient
+    Copyright 1999-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+- lib/httpcore-4.3.jar
+
+    Apache HttpCore
+    Copyright 2005-2013 The Apache Software Foundation
+
+    This product includes software developed at
+    The Apache Software Foundation (http://www.apache.org/).
+
+
+    This project contains annotations derived from JCIP-ANNOTATIONS
+    Copyright (c) 2005 Brian Goetz and Tim Peierls. See http://www.jcip.net
+
diff --git a/hyracks/hyracks-storage-am-bloomfilter/pom.xml b/hyracks/hyracks-storage-am-bloomfilter/pom.xml
new file mode 100644
index 0000000..77e9364
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/pom.xml
@@ -0,0 +1,53 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-bloomfilter</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java
new file mode 100644
index 0000000..5b387f4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomCalculations.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.impls;
+
+/**
+ * This class has been taken from cassandra source code with minor modifications.
+ */
+
+/**
+ * The following calculations are taken from:
+ * http://www.cs.wisc.edu/~cao/papers/summary-cache/node8.html
+ * "Bloom Filters - the math"
+ * This class's static methods are meant to facilitate the use of the Bloom
+ * Filter class by helping to choose correct values of 'bits per element' and
+ * 'number of hash functions, k'.
+ */
+public class BloomCalculations {
+
+    private static final int minBuckets = 2;
+    private static final int minK = 1;
+
+    /**
+     * In the following table, the row 'i' shows false positive rates if i buckets
+     * per element are used. Column 'j' shows false positive rates if j hash
+     * functions are used. The first row is 'i=0', the first column is 'j=0'.
+     * Each cell (i,j) the false positive rate determined by using i buckets per
+     * element and j hash functions.
+     */
+    static final double[][] probs = new double[][] {
+            { 1.0 }, // dummy row representing 0 buckets per element
+            { 1.0, 1.0 }, // dummy row representing 1 buckets per element
+            { 1.0, 0.393, 0.400 },
+            { 1.0, 0.283, 0.237, 0.253 },
+            { 1.0, 0.221, 0.155, 0.147, 0.160 },
+            { 1.0, 0.181, 0.109, 0.092, 0.092, 0.101 }, // 5
+            { 1.0, 0.154, 0.0804, 0.0609, 0.0561, 0.0578, 0.0638 },
+            { 1.0, 0.133, 0.0618, 0.0423, 0.0359, 0.0347, 0.0364 },
+            { 1.0, 0.118, 0.0489, 0.0306, 0.024, 0.0217, 0.0216, 0.0229 },
+            { 1.0, 0.105, 0.0397, 0.0228, 0.0166, 0.0141, 0.0133, 0.0135, 0.0145 },
+            { 1.0, 0.0952, 0.0329, 0.0174, 0.0118, 0.00943, 0.00844, 0.00819, 0.00846 }, // 10
+            { 1.0, 0.0869, 0.0276, 0.0136, 0.00864, 0.0065, 0.00552, 0.00513, 0.00509 },
+            { 1.0, 0.08, 0.0236, 0.0108, 0.00646, 0.00459, 0.00371, 0.00329, 0.00314 },
+            { 1.0, 0.074, 0.0203, 0.00875, 0.00492, 0.00332, 0.00255, 0.00217, 0.00199, 0.00194 },
+            { 1.0, 0.0689, 0.0177, 0.00718, 0.00381, 0.00244, 0.00179, 0.00146, 0.00129, 0.00121, 0.0012 },
+            { 1.0, 0.0645, 0.0156, 0.00596, 0.003, 0.00183, 0.00128, 0.001, 0.000852, 0.000775, 0.000744 }, // 15
+            { 1.0, 0.0606, 0.0138, 0.005, 0.00239, 0.00139, 0.000935, 0.000702, 0.000574, 0.000505, 0.00047, 0.000459 },
+            { 1.0, 0.0571, 0.0123, 0.00423, 0.00193, 0.00107, 0.000692, 0.000499, 0.000394, 0.000335, 0.000302,
+                    0.000287, 0.000284 },
+            { 1.0, 0.054, 0.0111, 0.00362, 0.00158, 0.000839, 0.000519, 0.00036, 0.000275, 0.000226, 0.000198,
+                    0.000183, 0.000176 },
+            { 1.0, 0.0513, 0.00998, 0.00312, 0.0013, 0.000663, 0.000394, 0.000264, 0.000194, 0.000155, 0.000132,
+                    0.000118, 0.000111, 0.000109 },
+            { 1.0, 0.0488, 0.00906, 0.0027, 0.00108, 0.00053, 0.000303, 0.000196, 0.00014, 0.000108, 8.89e-05,
+                    7.77e-05, 7.12e-05, 6.79e-05, 6.71e-05 } // 20
+    }; // the first column is a dummy column representing K=0.
+
+    /**
+     * The optimal number of hashes for a given number of bits per element.
+     * These values are automatically calculated from the data above.
+     */
+    private static final int[] optKPerBuckets = new int[probs.length];
+
+    static {
+        for (int i = 0; i < probs.length; i++) {
+            double min = Double.MAX_VALUE;
+            double[] prob = probs[i];
+            for (int j = 0; j < prob.length; j++) {
+                if (prob[j] < min) {
+                    min = prob[j];
+                    optKPerBuckets[i] = Math.max(minK, j);
+                }
+            }
+        }
+    }
+
+    /**
+     * Given the number of buckets that can be used per element, return a
+     * specification that minimizes the false positive rate.
+     *
+     * @param bucketsPerElement
+     *            The number of buckets per element for the filter.
+     * @return A spec that minimizes the false positive rate.
+     */
+    public static BloomFilterSpecification computeBloomSpec(int bucketsPerElement) {
+        assert bucketsPerElement >= 1;
+        assert bucketsPerElement <= probs.length - 1;
+        return new BloomFilterSpecification(optKPerBuckets[bucketsPerElement], bucketsPerElement);
+    }
+
+    /**
+     * Given a maximum tolerable false positive probability, compute a Bloom
+     * specification which will give less than the specified false positive rate,
+     * but minimize the number of buckets per element and the number of hash
+     * functions used. Because bandwidth (and therefore total bitvector size)
+     * is considered more expensive than computing power, preference is given
+     * to minimizing buckets per element rather than number of hash functions.
+     *
+     * @param maxBucketsPerElement
+     *            The maximum number of buckets available for the filter.
+     * @param maxFalsePosProb
+     *            The maximum tolerable false positive rate.
+     * @return A Bloom Specification which would result in a false positive rate
+     *         less than specified by the function call
+     * @throws UnsupportedOperationException
+     *             if a filter satisfying the parameters cannot be met
+     */
+    public static BloomFilterSpecification computeBloomSpec(int maxBucketsPerElement, double maxFalsePosProb) {
+        assert maxBucketsPerElement >= 1;
+        assert maxBucketsPerElement <= probs.length - 1;
+        int maxK = probs[maxBucketsPerElement].length - 1;
+
+        // Handle the trivial cases
+        if (maxFalsePosProb >= probs[minBuckets][minK]) {
+            return new BloomFilterSpecification(2, optKPerBuckets[2]);
+        }
+        if (maxFalsePosProb < probs[maxBucketsPerElement][maxK]) {
+            throw new UnsupportedOperationException(String.format("Unable to satisfy %s with %s buckets per element",
+                    maxFalsePosProb, maxBucketsPerElement));
+        }
+
+        // First find the minimal required number of buckets:
+        int bucketsPerElement = 2;
+        int K = optKPerBuckets[2];
+        while (probs[bucketsPerElement][K] > maxFalsePosProb) {
+            bucketsPerElement++;
+            K = optKPerBuckets[bucketsPerElement];
+        }
+        // Now that the number of buckets is sufficient, see if we can relax K
+        // without losing too much precision.
+        while (probs[bucketsPerElement][K - 1] <= maxFalsePosProb) {
+            K--;
+        }
+
+        return new BloomFilterSpecification(K, bucketsPerElement);
+    }
+
+    /**
+     * Calculates the maximum number of buckets per element that this implementation
+     * can support. Crucially, it will lower the bucket count if necessary to meet
+     * BitSet's size restrictions.
+     */
+    public static int maxBucketsPerElement(long numElements) {
+        numElements = Math.max(1, numElements);
+        double v = Long.MAX_VALUE / (double) numElements;
+        if (v < 1.0) {
+            throw new UnsupportedOperationException("Cannot compute probabilities for " + numElements + " elements.");
+        }
+        return Math.min(BloomCalculations.probs.length - 1, (int) v);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilter.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilter.java
new file mode 100644
index 0000000..ed65902
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilter.java
@@ -0,0 +1,308 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class BloomFilter {
+
+    private final static int METADATA_PAGE_ID = 0;
+    private final static int NUM_PAGES_OFFSET = 0; // 0
+    private final static int NUM_HASHES_USED_OFFSET = NUM_PAGES_OFFSET + 4; // 4
+    private final static int NUM_ELEMENTS_OFFSET = NUM_HASHES_USED_OFFSET + 4; // 8
+    private final static int NUM_BITS_OFFSET = NUM_ELEMENTS_OFFSET + 8; // 12
+
+    private final IBufferCache bufferCache;
+    private final IFileMapProvider fileMapProvider;
+    private final FileReference file;
+    private final int[] keyFields;
+    private int fileId = -1;
+    private boolean isActivated = false;
+
+    private int numPages;
+    private int numHashes;
+    private long numElements;
+    private long numBits;
+    private final int numBitsPerPage;
+    private final static byte[] ZERO_BUFFER = new byte[131072]; // 128kb
+    private final static long SEED = 0L;
+
+    public BloomFilter(IBufferCache bufferCache, IFileMapProvider fileMapProvider, FileReference file, int[] keyFields)
+            throws HyracksDataException {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.file = file;
+        this.keyFields = keyFields;
+        this.numBitsPerPage = bufferCache.getPageSize() * Byte.SIZE;
+    }
+
+    public int getFileId() {
+        return fileId;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public int getNumPages() throws HyracksDataException {
+        if (!isActivated) {
+            activate();
+        }
+        return numPages;
+    }
+
+    public long getNumElements() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("The bloom filter is not activated.");
+        }
+        return numElements;
+    }
+
+    public boolean contains(ITupleReference tuple, long[] hashes) throws HyracksDataException {
+        if (numPages == 0) {
+            return false;
+        }
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, SEED, hashes);
+        for (int i = 0; i < numHashes; ++i) {
+            long hash = Math.abs((hashes[0] + i * hashes[1]) % numBits);
+
+            // we increment the page id by one, since the metadata page id of the filter is 0.
+            ICachedPage page = bufferCache.pin(
+                    BufferedFileHandle.getDiskPageId(fileId, (int) (hash / numBitsPerPage) + 1), false);
+            page.acquireReadLatch();
+            try {
+                ByteBuffer buffer = page.getBuffer();
+                int byteIndex = (int) (hash % numBitsPerPage) >> 3; // divide by 8
+                byte b = buffer.get(byteIndex);
+                int bitIndex = (int) (hash % numBitsPerPage) & 0x07; // mod 8
+
+                if (!((b & (1L << bitIndex)) != 0)) {
+                    return false;
+                }
+            } finally {
+                page.releaseReadLatch();
+                bufferCache.unpin(page);
+            }
+
+        }
+        return true;
+    }
+
+    private void prepareFile() throws HyracksDataException {
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+    }
+
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the bloom filter since it is activated.");
+        }
+        prepareFile();
+        bufferCache.closeFile(fileId);
+    }
+
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+
+        prepareFile();
+        readBloomFilterMetaData();
+        isActivated = true;
+    }
+
+    private void readBloomFilterMetaData() throws HyracksDataException {
+        if (bufferCache.getNumPagesOfFile(fileId) == 0) {
+            numPages = 0;
+            numHashes = 0;
+            numElements = 0;
+            numBits = 0;
+            return;
+        }
+        ICachedPage metaPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, METADATA_PAGE_ID), false);
+        metaPage.acquireReadLatch();
+        try {
+            numPages = metaPage.getBuffer().getInt(NUM_PAGES_OFFSET);
+            numHashes = metaPage.getBuffer().getInt(NUM_HASHES_USED_OFFSET);
+            numElements = metaPage.getBuffer().getLong(NUM_ELEMENTS_OFFSET);
+            numBits = metaPage.getBuffer().getLong(NUM_BITS_OFFSET);
+        } finally {
+            metaPage.releaseReadLatch();
+            bufferCache.unpin(metaPage);
+        }
+    }
+
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+        bufferCache.closeFile(fileId);
+        isActivated = false;
+    }
+
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the bloom filter since it is activated.");
+        }
+
+        file.delete();
+        if (fileId == -1) {
+            return;
+        }
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    public IIndexBulkLoader createBuilder(long numElements, int numHashes, int numBitsPerElement)
+            throws HyracksDataException {
+        return new BloomFilterBuilder(numElements, numHashes, numBitsPerElement);
+    }
+
+    public class BloomFilterBuilder implements IIndexBulkLoader {
+        private final long[] hashes = new long[2];
+        private final long numElements;
+        private final int numHashes;
+        private final long numBits;
+        private final int numPages;
+        private IFIFOPageQueue queue;
+        private ICachedPage[] pages;
+        private ICachedPage metaDataPage = null;
+
+        public BloomFilterBuilder(long numElements, int numHashes, int numBitsPerElement) throws HyracksDataException {
+            if (!isActivated) {
+                throw new HyracksDataException("Failed to create the bloom filter builder since it is not activated.");
+            }
+            queue = bufferCache.createFIFOQueue();
+            this.numElements = numElements;
+            this.numHashes = numHashes;
+            numBits = this.numElements * numBitsPerElement;
+            long tmp = (long) Math.ceil(numBits / (double) numBitsPerPage);
+            if (tmp > Integer.MAX_VALUE) {
+                throw new HyracksDataException("Cannot create a bloom filter with his huge number of pages.");
+            }
+            numPages = (int) tmp;
+            pages = new ICachedPage[numPages];
+            int currentPageId = 1;
+            while (currentPageId <= numPages) {
+                ICachedPage page = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId, currentPageId));
+                initPage(page.getBuffer().array());
+                pages[currentPageId - 1] = page;
+                ++currentPageId;
+            }
+        }
+
+        private void initPage(byte[] array) {
+            int numRounds = array.length / ZERO_BUFFER.length;
+            int leftOver = array.length % ZERO_BUFFER.length;
+            int destPos = 0;
+            for (int i = 0; i < numRounds; i++) {
+                System.arraycopy(ZERO_BUFFER, 0, array, destPos, ZERO_BUFFER.length);
+                destPos = (i + 1) * ZERO_BUFFER.length;
+            }
+            if (leftOver > 0) {
+                System.arraycopy(ZERO_BUFFER, 0, array, destPos, leftOver);
+            }
+        }
+
+        private void allocateAndInitMetaDataPage() throws HyracksDataException {
+            if (metaDataPage == null) {
+                metaDataPage = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId, METADATA_PAGE_ID));
+            }
+            metaDataPage.getBuffer().putInt(NUM_PAGES_OFFSET, numPages);
+            metaDataPage.getBuffer().putInt(NUM_HASHES_USED_OFFSET, numHashes);
+            metaDataPage.getBuffer().putLong(NUM_ELEMENTS_OFFSET, numElements);
+            metaDataPage.getBuffer().putLong(NUM_BITS_OFFSET, numBits);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            if (numPages == 0) {
+                throw new HyracksDataException(
+                        "Cannot add elements to this filter since it is supposed to be empty (number of elements hint passed to the filter during construction was 0).");
+            }
+            MurmurHash128Bit.hash3_x64_128(tuple, keyFields, SEED, hashes);
+            for (int i = 0; i < numHashes; ++i) {
+                long hash = Math.abs((hashes[0] + i * hashes[1]) % numBits);
+                ICachedPage page = pages[((int) (hash / numBitsPerPage))];
+                ByteBuffer buffer = page.getBuffer();
+                int byteIndex = (int) (hash % numBitsPerPage) >> 3; // divide by 8
+                byte b = buffer.get(byteIndex);
+                int bitIndex = (int) (hash % numBitsPerPage) & 0x07; // mod 8
+                b = (byte) (b | (1 << bitIndex));
+
+                buffer.put(byteIndex, b);
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            allocateAndInitMetaDataPage();
+            queue.put(metaDataPage);
+            for (ICachedPage p : pages) {
+                queue.put(p);
+            }
+            bufferCache.finishQueue();
+            BloomFilter.this.numBits = numBits;
+            BloomFilter.this.numHashes = numHashes;
+            BloomFilter.this.numElements = numElements;
+            BloomFilter.this.numPages = numPages;
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            for (ICachedPage p : pages) {
+                if (p != null) {
+                    bufferCache.returnPage(p, false);
+                }
+            }
+            if (metaDataPage != null ){
+                bufferCache.returnPage(metaDataPage,false);
+            }
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java
new file mode 100644
index 0000000..c3a1718
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class BloomFilterFactory {
+    private final IBufferCache bufferCache;
+    private final IFileMapProvider fileMapProvider;
+    private final int[] bloomFilterKeyFields;
+
+    public BloomFilterFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider, int[] bloomFilterKeyFields) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.bloomFilterKeyFields = bloomFilterKeyFields;
+    }
+
+    public BloomFilter createBloomFiltertInstance(FileReference file) throws HyracksDataException {
+        return new BloomFilter(bufferCache, fileMapProvider, file, bloomFilterKeyFields);
+    }
+
+    public int[] getBloomFilterKeyFields() {
+        return bloomFilterKeyFields;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java
new file mode 100644
index 0000000..50978db
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/BloomFilterSpecification.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.impls;
+
+public final class BloomFilterSpecification {
+    private final int numHashes;
+    private final int numBucketsPerElement;
+
+    public BloomFilterSpecification(int numHashes, int numBucketsPerElement) {
+        this.numHashes = numHashes;
+        this.numBucketsPerElement = numBucketsPerElement;
+    }
+
+    public int getNumBucketsPerElements() {
+        return numBucketsPerElement;
+    }
+
+    public int getNumHashes() {
+        return numHashes;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java
new file mode 100644
index 0000000..3aa9cc4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-bloomfilter/src/main/java/org/apache/hyracks/storage/am/bloomfilter/impls/MurmurHash128Bit.java
@@ -0,0 +1,260 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * The idea of this class is borrowed from http://murmurhash.googlepages.com/ and cassandra source code.
+ * We changed the hash function to operate on ITupleReference instead of a byte array.
+ **/
+public class MurmurHash128Bit {
+
+    private final static int DUMMY_FIELD = 0;
+
+    public static long rotl64(long v, int n) {
+        return ((v << n) | (v >>> (64 - n)));
+    }
+
+    public static long fmix(long k) {
+        k ^= k >>> 33;
+        k *= 0xff51afd7ed558ccdL;
+        k ^= k >>> 33;
+        k *= 0xc4ceb9fe1a85ec53L;
+        k ^= k >>> 33;
+
+        return k;
+    }
+
+    public static void hash3_x64_128(ITupleReference tuple, int[] keyFields, long seed, long[] hashes) {
+        int length = 0;
+        for (int i = 0; i < keyFields.length; ++i) {
+            length += tuple.getFieldLength(keyFields[i]);
+        }
+        final int nblocks = length >> 4; // Process as 128-bit blocks.
+
+        long h1 = seed;
+        long h2 = seed;
+
+        long c1 = 0x87c37b91114253d5L;
+        long c2 = 0x4cf5ad432745937fL;
+
+        //----------
+        // body
+
+        int currentFieldIndex = 0;
+        int bytePos = 0;
+        for (int i = 0; i < nblocks; ++i) {
+
+            long k1 = 0L;
+            for (int j = 0; j < 8; ++j) {
+                k1 += (((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos] & 0xff) << (j << 3));
+                ++bytePos;
+                if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                    ++currentFieldIndex;
+                    bytePos = 0;
+                }
+            }
+            long k2 = 0L;
+            for (int j = 0; j < 8; ++j) {
+                k2 += (((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos] & 0xff) << (j << 3));
+                ++bytePos;
+                if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                    ++currentFieldIndex;
+                    bytePos = 0;
+                }
+            }
+
+            k1 *= c1;
+            k1 = rotl64(k1, 31);
+            k1 *= c2;
+            h1 ^= k1;
+
+            h1 = rotl64(h1, 27);
+            h1 += h2;
+            h1 = h1 * 5 + 0x52dce729;
+
+            k2 *= c2;
+            k2 = rotl64(k2, 33);
+            k2 *= c1;
+            h2 ^= k2;
+
+            h2 = rotl64(h2, 31);
+            h2 += h1;
+            h2 = h2 * 5 + 0x38495ab5;
+        }
+
+        //----------
+        // tail
+
+        long k1 = 0L;
+        long k2 = 0L;
+
+        currentFieldIndex = keyFields.length - 1;
+        bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+        switch (length & 15) {
+            case 15:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 48;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 14:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 40;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 13:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 32;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 12:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 24;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 11:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 16;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 10:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 8;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 9:
+                k2 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]);
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+                k2 *= c2;
+                k2 = rotl64(k2, 33);
+                k2 *= c1;
+                h2 ^= k2;
+
+            case 8:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 56;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 7:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 48;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 6:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 40;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 5:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 32;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 4:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 24;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 3:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 16;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 2:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]) << 8;
+                --bytePos;
+                if (bytePos == -1) {
+                    --currentFieldIndex;
+                    bytePos = tuple.getFieldLength(keyFields[currentFieldIndex]) - 1;
+                }
+            case 1:
+                k1 ^= ((long) tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex])
+                        + bytePos]);
+                k1 *= c1;
+                k1 = rotl64(k1, 31);
+                k1 *= c2;
+                h1 ^= k1;
+        };
+
+        //----------
+        // finalization
+
+        h1 ^= length;
+        h2 ^= length;
+
+        h1 += h2;
+        h2 += h1;
+
+        h1 = fmix(h1);
+        h2 = fmix(h2);
+
+        h1 += h2;
+        h2 += h1;
+
+        hashes[0] = h1;
+        hashes[1] = h2;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-btree/pom.xml b/hyracks/hyracks-storage-am-btree/pom.xml
new file mode 100644
index 0000000..f11fe67
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/pom.xml
@@ -0,0 +1,86 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>hyracks-storage-am-btree</artifactId>
+    <name>hyracks-storage-am-btree</name>
+    <parent>
+        <groupId>org.apache.hyracks</groupId>
+        <artifactId>hyracks</artifactId>
+        <version>0.2.18-SNAPSHOT</version>
+    </parent>
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+            <distribution>repo</distribution>
+            <comments>A business-friendly OSS license</comments>
+        </license>
+    </licenses>
+    <properties>
+        <root.dir>${basedir}/../..</root.dir>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-storage-common</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-storage-am-common</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-dataflow-common</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-dataflow-std</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.mockito</groupId>
+            <artifactId>mockito-all</artifactId>
+            <version>2.0.2-beta</version>
+        </dependency>
+        <dependency>
+            <groupId>org.powermock</groupId>
+            <artifactId>powermock-api-mockito</artifactId>
+            <version>1.6.2</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.powermock</groupId>
+            <artifactId>powermock-module-junit4</artifactId>
+            <version>1.6.2</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeFrame.java
new file mode 100644
index 0000000..6d61035
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeFrame.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public interface IBTreeFrame extends ITreeIndexFrame {
+    public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public void insertSorted(ITupleReference tuple) throws HyracksDataException;
+
+    public void setSmFlag(boolean smFlag);
+
+    public boolean getSmFlag();
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java
new file mode 100644
index 0000000..06bd944
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeInteriorFrame.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+
+public interface IBTreeInteriorFrame extends IBTreeFrame {
+    public int getChildPageId(RangePredicate pred) throws HyracksDataException;
+
+    public int getLeftmostChildPageId();
+
+    public int getRightmostChildPageId();
+
+    public void setRightmostChildPageId(int pageId);
+
+    public void deleteGreatest();
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeLeafFrame.java
new file mode 100644
index 0000000..f1a31e8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IBTreeLeafFrame.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IBTreeLeafFrame extends IBTreeFrame {
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference pageTuple, MultiComparator cmp,
+            FindTupleMode ftm, FindTupleNoExactMatchPolicy ftp) throws HyracksDataException;
+
+    public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException;
+
+    /**
+     * @param searchTuple
+     *            the tuple to match
+     * @param targetTupleIndex
+     *            the index of the tuple to check
+     * @return the tuple at targetTupleIndex if its keys match searchTuple's keys, otherwise null
+     * @throws HyracksDataException
+     */
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex)
+            throws HyracksDataException;
+
+    public void setNextLeaf(int nextPage);
+
+    public int getNextLeaf();
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IPrefixSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IPrefixSlotManager.java
new file mode 100644
index 0000000..44dc69f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/IPrefixSlotManager.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+/**
+ * A slot consists of two fields. The first field is 1 byte and it indicates the slot number of
+ * a prefix tuple that is called the first field prefixSlotOff. The second field is 3 bytes and
+ * it points to the start offset of a tuple that is called the second field tupleOff.
+ * We distinguish between two slot types:
+ * 1) prefix slots that point to prefix tuples (a frame is assumed to have a field numPrefixTuples)
+ * 2) tuple slots that point to data tuples (a frame is assumed to have a field numTuples)
+ * A tuple slot contains a tuple pointer and a pointer to a prefix slot (prefix slot number).
+ * INSERT procedure:
+ * - A tuple insertion may use an existing prefix tuple
+ * - A tuple insertion may never create a new prefix tuple
+ * Modifying the prefix slots would be extremely expensive because potentially all tuples slots
+ * would have to change their prefix slot pointers. All prefixes are recomputed during a reorg
+ * or compaction.
+ */
+public interface IPrefixSlotManager extends ISlotManager {
+    // TODO: Clean up interface after extending ISlotManager.
+
+    public int decodeFirstSlotField(int slot);
+
+    public int decodeSecondSlotField(int slot);
+
+    public int encodeSlotFields(int firstField, int secondField);
+
+    public int findSlot(ITupleReference searchKey, ITreeIndexTupleReference frameTuple,
+            ITreeIndexTupleReference framePrefixTuple, MultiComparator multiCmp, FindTupleMode mode,
+            FindTupleNoExactMatchPolicy matchPolicy) throws HyracksDataException;
+
+    public int insertSlot(int slot, int tupleOff);
+
+    /**
+     * @return the prefix slot number or FieldPrefixSlotManager.TUPLE_UNCOMPRESSED if none found
+     * @throws HyracksDataException
+     */
+    public int findPrefix(ITupleReference tuple, ITreeIndexTupleReference framePrefixTuple) throws HyracksDataException;
+
+    public int getTupleSlotStartOff();
+
+    public int getTupleSlotEndOff();
+
+    public int getPrefixSlotStartOff();
+
+    public int getPrefixSlotEndOff();
+
+    public int getTupleSlotOff(int tupleIndex);
+
+    public int getPrefixSlotOff(int tupleIndex);
+
+    public int getSlotSize();
+
+    public void setSlot(int offset, int value);
+
+    // functions for testing
+    public void setPrefixSlot(int tupleIndex, int slot);
+
+    public void setMultiComparator(MultiComparator cmp);
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/ITupleAcceptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/ITupleAcceptor.java
new file mode 100644
index 0000000..4137a9a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/api/ITupleAcceptor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.api;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface ITupleAcceptor {
+    public boolean accept(ITupleReference tuple);
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
new file mode 100644
index 0000000..00121ec
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/compressors/FieldPrefixCompressor.java
@@ -0,0 +1,459 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.compressors;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.api.IPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.FieldPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.impls.FieldPrefixTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameCompressor;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+
+public class FieldPrefixCompressor implements ITreeIndexFrameCompressor {
+
+    // minimum ratio of uncompressed tuples to total tuple to consider re-compression
+    private final float ratioThreshold;
+
+    // minimum number of tuple matching field prefixes to consider compressing them
+    private final int occurrenceThreshold;
+
+    private final ITypeTraits[] typeTraits;
+
+    public FieldPrefixCompressor(ITypeTraits[] typeTraits, float ratioThreshold, int occurrenceThreshold) {
+        this.typeTraits = typeTraits;
+        this.ratioThreshold = ratioThreshold;
+        this.occurrenceThreshold = occurrenceThreshold;
+    }
+
+    @Override
+    public boolean compress(ITreeIndexFrame indexFrame, MultiComparator cmp) throws Exception {
+        BTreeFieldPrefixNSMLeafFrame frame = (BTreeFieldPrefixNSMLeafFrame) indexFrame;
+        int tupleCount = frame.getTupleCount();
+        if (tupleCount <= 0) {
+            frame.setPrefixTupleCount(0);
+            frame.setFreeSpaceOff(frame.getOrigFreeSpaceOff());
+            frame.setTotalFreeSpace(frame.getOrigTotalFreeSpace());
+            return false;
+        }
+
+        if (cmp.getKeyFieldCount() == 1) {
+            return false;
+        }
+
+        int uncompressedTupleCount = frame.getUncompressedTupleCount();
+        float ratio = (float) uncompressedTupleCount / (float) tupleCount;
+        if (ratio < ratioThreshold)
+            return false;
+
+        IBinaryComparator[] cmps = cmp.getComparators();
+        int fieldCount = typeTraits.length;
+
+        ByteBuffer buf = frame.getBuffer();
+        byte[] pageArray = buf.array();
+        IPrefixSlotManager slotManager = (IPrefixSlotManager) frame.getSlotManager();
+
+        // perform analysis pass
+        ArrayList<KeyPartition> keyPartitions = getKeyPartitions(frame, cmp, occurrenceThreshold);
+        if (keyPartitions.size() == 0)
+            return false;
+
+        // for each keyPartition, determine the best prefix length for
+        // compression, and count how many prefix tuple we would need in total
+        int totalSlotsNeeded = 0;
+        int totalPrefixBytes = 0;
+        for (KeyPartition kp : keyPartitions) {
+
+            for (int j = 0; j < kp.pmi.length; j++) {
+                int benefitMinusCost = kp.pmi[j].spaceBenefit - kp.pmi[j].spaceCost;
+                if (benefitMinusCost > kp.maxBenefitMinusCost) {
+                    kp.maxBenefitMinusCost = benefitMinusCost;
+                    kp.maxPmiIndex = j;
+                }
+            }
+
+            // ignore keyPartitions with no benefit and don't count bytes and slots needed
+            if (kp.maxBenefitMinusCost <= 0)
+                continue;
+
+            totalPrefixBytes += kp.pmi[kp.maxPmiIndex].prefixBytes;
+            totalSlotsNeeded += kp.pmi[kp.maxPmiIndex].prefixSlotsNeeded;
+        }
+
+        // we use a greedy heuristic to solve this "knapsack"-like problem
+        // (every keyPartition has a space savings and a number of slots
+        // required, but the number of slots are constrained by MAX_PREFIX_SLOTS)
+        // we sort the keyPartitions by maxBenefitMinusCost / prefixSlotsNeeded
+        // and later choose the top MAX_PREFIX_SLOTS
+        int[] newPrefixSlots;
+        if (totalSlotsNeeded > FieldPrefixSlotManager.MAX_PREFIX_SLOTS) {
+            // order keyPartitions by the heuristic function
+            SortByHeuristic heuristicComparator = new SortByHeuristic();
+            Collections.sort(keyPartitions, heuristicComparator);
+            int slotsUsed = 0;
+            int numberKeyPartitions = -1;
+            for (int i = 0; i < keyPartitions.size(); i++) {
+                KeyPartition kp = keyPartitions.get(i);
+                slotsUsed += kp.pmi[kp.maxPmiIndex].prefixSlotsNeeded;
+                if (slotsUsed > FieldPrefixSlotManager.MAX_PREFIX_SLOTS) {
+                    numberKeyPartitions = i + 1;
+                    slotsUsed -= kp.pmi[kp.maxPmiIndex].prefixSlotsNeeded;
+                    break;
+                }
+            }
+            newPrefixSlots = new int[slotsUsed];
+
+            // remove irrelevant keyPartitions and adjust total prefix bytes
+            while (keyPartitions.size() >= numberKeyPartitions) {
+                int lastIndex = keyPartitions.size() - 1;
+                KeyPartition kp = keyPartitions.get(lastIndex);
+                if (kp.maxBenefitMinusCost > 0)
+                    totalPrefixBytes -= kp.pmi[kp.maxPmiIndex].prefixBytes;
+                keyPartitions.remove(lastIndex);
+            }
+
+            // re-order keyPartitions by prefix (corresponding to original order)
+            SortByOriginalRank originalRankComparator = new SortByOriginalRank();
+            Collections.sort(keyPartitions, originalRankComparator);
+        } else {
+            newPrefixSlots = new int[totalSlotsNeeded];
+        }
+
+        int[] newTupleSlots = new int[tupleCount];
+
+        // WARNING: our hope is that compression is infrequent
+        // here we allocate a big chunk of memory to temporary hold the new, re-compressed tuple
+        // in general it is very hard to avoid this step
+        int prefixFreeSpace = frame.getOrigFreeSpaceOff();
+        int tupleFreeSpace = prefixFreeSpace + totalPrefixBytes;
+        byte[] buffer = new byte[buf.capacity()];
+        ByteBuffer byteBuffer = ByteBuffer.wrap(buffer);
+
+        // perform compression, and reorg
+        // we assume that the keyPartitions are sorted by the prefixes
+        // (i.e., in the logical target order)
+        int kpIndex = 0;
+        int tupleIndex = 0;
+        int prefixTupleIndex = 0;
+        uncompressedTupleCount = 0;
+
+        TypeAwareTupleWriter tupleWriter = new TypeAwareTupleWriter(typeTraits);
+        FieldPrefixTupleReference tupleToWrite = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+        tupleToWrite.setFieldCount(fieldCount);
+
+        while (tupleIndex < tupleCount) {
+            if (kpIndex < keyPartitions.size()) {
+
+                // beginning of keyPartition found, compress entire keyPartition
+                if (tupleIndex == keyPartitions.get(kpIndex).firstTupleIndex) {
+
+                    // number of fields we decided to use for compression of this keyPartition
+                    int fieldCountToCompress = keyPartitions.get(kpIndex).maxPmiIndex + 1;
+                    int segmentStart = keyPartitions.get(kpIndex).firstTupleIndex;
+                    int tuplesInSegment = 1;
+
+                    FieldPrefixTupleReference prevTuple = new FieldPrefixTupleReference(
+                            tupleWriter.createTupleReference());
+                    prevTuple.setFieldCount(fieldCount);
+
+                    FieldPrefixTupleReference tuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+                    tuple.setFieldCount(fieldCount);
+
+                    for (int i = tupleIndex + 1; i <= keyPartitions.get(kpIndex).lastTupleIndex; i++) {
+                        prevTuple.resetByTupleIndex(frame, i - 1);
+                        tuple.resetByTupleIndex(frame, i);
+
+                        // check if tuples match in fieldCountToCompress of their first fields
+                        int prefixFieldsMatch = 0;
+                        for (int j = 0; j < fieldCountToCompress; j++) {
+                            if (cmps[j].compare(pageArray, prevTuple.getFieldStart(j), prevTuple.getFieldLength(j),
+                                    pageArray, tuple.getFieldStart(j), tuple.getFieldLength(j)) == 0)
+                                prefixFieldsMatch++;
+                            else
+                                break;
+                        }
+
+                        // the two tuples must match in exactly the number of fields we decided
+                        // to compress for this keyPartition
+                        int processSegments = 0;
+                        if (prefixFieldsMatch == fieldCountToCompress)
+                            tuplesInSegment++;
+                        else
+                            processSegments++;
+
+                        if (i == keyPartitions.get(kpIndex).lastTupleIndex)
+                            processSegments++;
+
+                        for (int r = 0; r < processSegments; r++) {
+                            // compress current segment and then start new segment
+                            if (tuplesInSegment < occurrenceThreshold || fieldCountToCompress <= 0) {
+                                // segment does not have at least occurrenceThreshold tuples, so
+                                // write tuples uncompressed
+                                for (int j = 0; j < tuplesInSegment; j++) {
+                                    int slotNum = segmentStart + j;
+                                    tupleToWrite.resetByTupleIndex(frame, slotNum);
+                                    newTupleSlots[tupleCount - 1 - slotNum] = slotManager.encodeSlotFields(
+                                            FieldPrefixSlotManager.TUPLE_UNCOMPRESSED, tupleFreeSpace);
+                                    tupleFreeSpace += tupleWriter.writeTuple(tupleToWrite, byteBuffer, tupleFreeSpace);
+                                }
+                                uncompressedTupleCount += tuplesInSegment;
+                            } else {
+                                // segment has enough tuples: compress segment, extract prefix,
+                                // write prefix tuple to buffer, and set prefix slot
+                                newPrefixSlots[newPrefixSlots.length - 1 - prefixTupleIndex] = slotManager
+                                        .encodeSlotFields(fieldCountToCompress, prefixFreeSpace);
+                                prefixFreeSpace += tupleWriter.writeTupleFields(prevTuple, 0, fieldCountToCompress,
+                                        byteBuffer.array(), prefixFreeSpace);
+
+                                // truncate tuples, write them to buffer, and set tuple slots
+                                for (int j = 0; j < tuplesInSegment; j++) {
+                                    int currTupleIndex = segmentStart + j;
+                                    tupleToWrite.resetByTupleIndex(frame, currTupleIndex);
+                                    newTupleSlots[tupleCount - 1 - currTupleIndex] = slotManager.encodeSlotFields(
+                                            prefixTupleIndex, tupleFreeSpace);
+                                    tupleFreeSpace += tupleWriter.writeTupleFields(tupleToWrite, fieldCountToCompress,
+                                            fieldCount - fieldCountToCompress, byteBuffer.array(), tupleFreeSpace);
+                                }
+
+                                prefixTupleIndex++;
+                            }
+
+                            // begin new segment
+                            segmentStart = i;
+                            tuplesInSegment = 1;
+                        }
+                    }
+
+                    tupleIndex = keyPartitions.get(kpIndex).lastTupleIndex;
+                    kpIndex++;
+                } else {
+                    // just write the tuple uncompressed
+                    tupleToWrite.resetByTupleIndex(frame, tupleIndex);
+                    newTupleSlots[tupleCount - 1 - tupleIndex] = slotManager.encodeSlotFields(
+                            FieldPrefixSlotManager.TUPLE_UNCOMPRESSED, tupleFreeSpace);
+                    tupleFreeSpace += tupleWriter.writeTuple(tupleToWrite, byteBuffer, tupleFreeSpace);
+                    uncompressedTupleCount++;
+                }
+            } else {
+                // just write the tuple uncompressed
+                tupleToWrite.resetByTupleIndex(frame, tupleIndex);
+                newTupleSlots[tupleCount - 1 - tupleIndex] = slotManager.encodeSlotFields(
+                        FieldPrefixSlotManager.TUPLE_UNCOMPRESSED, tupleFreeSpace);
+                tupleFreeSpace += tupleWriter.writeTuple(tupleToWrite, byteBuffer, tupleFreeSpace);
+                uncompressedTupleCount++;
+            }
+            tupleIndex++;
+        }
+
+        // sanity check to see if we have written exactly as many prefix bytes as computed before
+        if (prefixFreeSpace != frame.getOrigFreeSpaceOff() + totalPrefixBytes) {
+            throw new Exception("ERROR: Number of prefix bytes written don't match computed number");
+        }
+
+        // in some rare instances our procedure could even increase the space requirement which is very dangerous
+        // this can happen to to the greedy solution of the knapsack-like problem
+        // therefore, we check if the new space exceeds the page size to avoid the only danger of
+        // an increasing space
+        int totalSpace = tupleFreeSpace + newTupleSlots.length * slotManager.getSlotSize() + newPrefixSlots.length
+                * slotManager.getSlotSize();
+        if (totalSpace > buf.capacity())
+            // just leave the page as is
+            return false;
+
+        // copy new tuple and new slots into original page
+        int freeSpaceAfterInit = frame.getOrigFreeSpaceOff();
+        System.arraycopy(buffer, freeSpaceAfterInit, pageArray, freeSpaceAfterInit, tupleFreeSpace - freeSpaceAfterInit);
+
+        // copy prefix slots
+        int slotOffRunner = buf.capacity() - slotManager.getSlotSize();
+        for (int i = 0; i < newPrefixSlots.length; i++) {
+            buf.putInt(slotOffRunner, newPrefixSlots[newPrefixSlots.length - 1 - i]);
+            slotOffRunner -= slotManager.getSlotSize();
+        }
+
+        // copy tuple slots
+        for (int i = 0; i < newTupleSlots.length; i++) {
+            buf.putInt(slotOffRunner, newTupleSlots[newTupleSlots.length - 1 - i]);
+            slotOffRunner -= slotManager.getSlotSize();
+        }
+
+        // update space fields, TODO: we need to update more fields
+        frame.setFreeSpaceOff(tupleFreeSpace);
+        frame.setPrefixTupleCount(newPrefixSlots.length);
+        frame.setUncompressedTupleCount(uncompressedTupleCount);
+        int totalFreeSpace = buf.capacity() - tupleFreeSpace
+                - ((newTupleSlots.length + newPrefixSlots.length) * slotManager.getSlotSize());
+        frame.setTotalFreeSpace(totalFreeSpace);
+
+        return true;
+    }
+
+    // we perform an analysis pass over the tuples to determine the costs and
+    // benefits of different compression options
+    // a "keypartition" is a range of tuples that has an identical first field
+    // for each keypartition we chose a prefix length to use for compression
+    // i.e., all tuples in a keypartition will be compressed based on the same
+    // prefix length (number of fields)
+    // the prefix length may be different for different keypartitions
+    // the occurrenceThreshold determines the minimum number of tuples that must
+    // share a common prefix in order for us to consider compressing them
+    private ArrayList<KeyPartition> getKeyPartitions(BTreeFieldPrefixNSMLeafFrame frame, MultiComparator cmp,
+            int occurrenceThreshold) throws HyracksDataException {
+        IBinaryComparator[] cmps = cmp.getComparators();
+        int fieldCount = typeTraits.length;
+
+        int maxCmps = cmps.length - 1;
+        ByteBuffer buf = frame.getBuffer();
+        byte[] pageArray = buf.array();
+        IPrefixSlotManager slotManager = (IPrefixSlotManager) frame.getSlotManager();
+
+        ArrayList<KeyPartition> keyPartitions = new ArrayList<KeyPartition>();
+        KeyPartition kp = new KeyPartition(maxCmps);
+        keyPartitions.add(kp);
+
+        TypeAwareTupleWriter tupleWriter = new TypeAwareTupleWriter(typeTraits);
+
+        FieldPrefixTupleReference prevTuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+        prevTuple.setFieldCount(fieldCount);
+
+        FieldPrefixTupleReference tuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+        tuple.setFieldCount(fieldCount);
+
+        kp.firstTupleIndex = 0;
+        int tupleCount = frame.getTupleCount();
+        for (int i = 1; i < tupleCount; i++) {
+            prevTuple.resetByTupleIndex(frame, i - 1);
+            tuple.resetByTupleIndex(frame, i);
+
+            int prefixFieldsMatch = 0;
+            for (int j = 0; j < maxCmps; j++) {
+
+                if (cmps[j].compare(pageArray, prevTuple.getFieldStart(j), prevTuple.getFieldLength(j), pageArray,
+                        tuple.getFieldStart(j), prevTuple.getFieldLength(j)) == 0) {
+                    prefixFieldsMatch++;
+                    kp.pmi[j].matches++;
+
+                    int prefixBytes = tupleWriter.bytesRequired(tuple, 0, prefixFieldsMatch);
+                    int spaceBenefit = tupleWriter.bytesRequired(tuple)
+                            - tupleWriter.bytesRequired(tuple, prefixFieldsMatch, tuple.getFieldCount()
+                                    - prefixFieldsMatch);
+
+                    if (kp.pmi[j].matches == occurrenceThreshold) {
+                        // if we compress this prefix, we pay the cost of storing it once, plus
+                        // the size for one prefix slot
+                        kp.pmi[j].prefixBytes += prefixBytes;
+                        kp.pmi[j].spaceCost += prefixBytes + slotManager.getSlotSize();
+                        kp.pmi[j].prefixSlotsNeeded++;
+                        kp.pmi[j].spaceBenefit += occurrenceThreshold * spaceBenefit;
+                    } else if (kp.pmi[j].matches > occurrenceThreshold) {
+                        // we are beyond the occurrence threshold, every additional tuple with a
+                        // matching prefix increases the benefit
+                        kp.pmi[j].spaceBenefit += spaceBenefit;
+                    }
+                } else {
+                    kp.pmi[j].matches = 1;
+                    break;
+                }
+            }
+
+            // this means not even the first field matched, so we start to consider a new "key partition"
+            if (maxCmps > 0 && prefixFieldsMatch == 0) {
+                kp.lastTupleIndex = i - 1;
+
+                // remove keyPartitions that don't have enough tuples
+                if ((kp.lastTupleIndex - kp.firstTupleIndex) + 1 < occurrenceThreshold)
+                    keyPartitions.remove(keyPartitions.size() - 1);
+
+                kp = new KeyPartition(maxCmps);
+                keyPartitions.add(kp);
+                kp.firstTupleIndex = i;
+            }
+        }
+        kp.lastTupleIndex = tupleCount - 1;
+        // remove keyPartitions that don't have enough tuples
+        if ((kp.lastTupleIndex - kp.firstTupleIndex) + 1 < occurrenceThreshold)
+            keyPartitions.remove(keyPartitions.size() - 1);
+
+        return keyPartitions;
+    }
+
+    private class PrefixMatchInfo {
+        public int matches = 1;
+        public int spaceCost = 0;
+        public int spaceBenefit = 0;
+        public int prefixSlotsNeeded = 0;
+        public int prefixBytes = 0;
+    }
+
+    private class KeyPartition {
+        public int firstTupleIndex;
+        public int lastTupleIndex;
+        public PrefixMatchInfo[] pmi;
+
+        public int maxBenefitMinusCost = 0;
+        public int maxPmiIndex = -1;
+
+        // number of fields used for compression for this kp of current page
+        public KeyPartition(int numKeyFields) {
+            pmi = new PrefixMatchInfo[numKeyFields];
+            for (int i = 0; i < numKeyFields; i++) {
+                pmi[i] = new PrefixMatchInfo();
+            }
+        }
+    }
+
+    private class SortByHeuristic implements Comparator<KeyPartition> {
+        @Override
+        public int compare(KeyPartition a, KeyPartition b) {
+            if (a.maxPmiIndex < 0) {
+                if (b.maxPmiIndex < 0)
+                    return 0;
+                return 1;
+            } else if (b.maxPmiIndex < 0)
+                return -1;
+
+            // non-negative maxPmiIndex, meaning a non-zero benefit exists
+            float thisHeuristicVal = (float) a.maxBenefitMinusCost / (float) a.pmi[a.maxPmiIndex].prefixSlotsNeeded;
+            float otherHeuristicVal = (float) b.maxBenefitMinusCost / (float) b.pmi[b.maxPmiIndex].prefixSlotsNeeded;
+            if (thisHeuristicVal < otherHeuristicVal)
+                return 1;
+            else if (thisHeuristicVal > otherHeuristicVal)
+                return -1;
+            else
+                return 0;
+        }
+    }
+
+    private class SortByOriginalRank implements Comparator<KeyPartition> {
+        @Override
+        public int compare(KeyPartition a, KeyPartition b) {
+            return a.firstTupleIndex - b.firstTupleIndex;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java
new file mode 100644
index 0000000..7368c61
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelper.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+
+public class BTreeDataflowHelper extends TreeIndexDataflowHelper {
+
+    public BTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            boolean durable) {
+        super(opDesc, ctx, partition, durable);
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        try {
+            return BTreeUtils.createBTree(opDesc.getStorageManager().getBufferCache(ctx), opDesc.getStorageManager()
+                    .getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc
+                    .getTreeIndexComparatorFactories(), BTreeLeafFrameType.REGULAR_NSM, file);
+        } catch (BTreeException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..368589c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeDataflowHelperFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+
+public class BTreeDataflowHelperFactory implements IIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final boolean durable;
+
+    public BTreeDataflowHelperFactory(boolean durable) {
+        this.durable = durable;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new BTreeDataflowHelper(opDesc, ctx, partition, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
new file mode 100644
index 0000000..5a079b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorDescriptor.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class BTreeSearchOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final int[] lowKeyFields;
+    protected final int[] highKeyFields;
+    protected final boolean lowKeyInclusive;
+    protected final boolean highKeyInclusive;
+    private final int[] minFilterFieldIndexes;
+    private final int[] maxFilterFieldIndexes;
+
+    public BTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] lowKeyFields,
+            int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
+            IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput, boolean retainNull,
+            INullWriterFactory nullWriterFactory, ISearchOperationCallbackFactory searchOpCallbackProvider,
+            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, retainInput, retainNull,
+                nullWriterFactory, NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        this.lowKeyFields = lowKeyFields;
+        this.highKeyFields = highKeyFields;
+        this.lowKeyInclusive = lowKeyInclusive;
+        this.highKeyInclusive = highKeyInclusive;
+        this.minFilterFieldIndexes = minFilterFieldIndexes;
+        this.maxFilterFieldIndexes = maxFilterFieldIndexes;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new BTreeSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, lowKeyFields,
+                highKeyFields, lowKeyInclusive, highKeyInclusive, minFilterFieldIndexes, maxFilterFieldIndexes);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
new file mode 100644
index 0000000..ac59ae7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public class BTreeSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
+    protected final boolean lowKeyInclusive;
+    protected final boolean highKeyInclusive;
+
+    protected PermutingFrameTupleReference lowKey;
+    protected PermutingFrameTupleReference highKey;
+    protected MultiComparator lowKeySearchCmp;
+    protected MultiComparator highKeySearchCmp;
+
+    public BTreeSearchOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IRecordDescriptorProvider recordDescProvider, int[] lowKeyFields, int[] highKeyFields,
+            boolean lowKeyInclusive, boolean highKeyInclusive, int[] minFilterFieldIndexes,
+            int[] maxFilterFieldIndexes) {
+        super(opDesc, ctx, partition, recordDescProvider, minFilterFieldIndexes, maxFilterFieldIndexes);
+        this.lowKeyInclusive = lowKeyInclusive;
+        this.highKeyInclusive = highKeyInclusive;
+        if (lowKeyFields != null && lowKeyFields.length > 0) {
+            lowKey = new PermutingFrameTupleReference();
+            lowKey.setFieldPermutation(lowKeyFields);
+        }
+        if (highKeyFields != null && highKeyFields.length > 0) {
+            highKey = new PermutingFrameTupleReference();
+            highKey.setFieldPermutation(highKeyFields);
+        }
+    }
+
+    @Override
+    protected void resetSearchPredicate(int tupleIndex) {
+        if (lowKey != null) {
+            lowKey.reset(accessor, tupleIndex);
+        }
+        if (highKey != null) {
+            highKey.reset(accessor, tupleIndex);
+        }
+        if (minFilterKey != null) {
+            minFilterKey.reset(accessor, tupleIndex);
+        }
+        if (maxFilterKey != null) {
+            maxFilterKey.reset(accessor, tupleIndex);
+        }
+    }
+
+    @Override
+    protected ISearchPredicate createSearchPredicate() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
+        lowKeySearchCmp = BTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), lowKey);
+        highKeySearchCmp = BTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), highKey);
+        return new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive, lowKeySearchCmp, highKeySearchCmp,
+                minFilterKey, maxFilterKey);
+    }
+
+    @Override
+    protected int getFieldCount() {
+        return ((ITreeIndex) index).getFieldCount();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
new file mode 100644
index 0000000..01b6a2e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorDescriptor.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleUpdaterFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+
+public class BTreeUpdateSearchOperatorDescriptor extends BTreeSearchOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final ITupleUpdaterFactory tupleUpdaterFactory;
+
+    public BTreeUpdateSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] lowKeyFields,
+            int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive,
+            IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput,
+            ISearchOperationCallbackFactory searchOpCallbackProvider, ITupleUpdaterFactory tupleUpdaterFactory) {
+        super(spec, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, lowKeyFields, highKeyFields, lowKeyInclusive,
+                highKeyInclusive, dataflowHelperFactory, retainInput, false, null, searchOpCallbackProvider, null, null);
+        this.tupleUpdaterFactory = tupleUpdaterFactory;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new BTreeUpdateSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, lowKeyFields,
+                highKeyFields, lowKeyInclusive, highKeyInclusive, tupleUpdaterFactory.createTupleUpdater());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
new file mode 100644
index 0000000..38ed1b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/dataflow/BTreeUpdateSearchOperatorNodePushable.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITupleUpdater;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+
+public class BTreeUpdateSearchOperatorNodePushable extends BTreeSearchOperatorNodePushable {
+    private final ITupleUpdater tupleUpdater;
+
+    public BTreeUpdateSearchOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IRecordDescriptorProvider recordDescProvider, int[] lowKeyFields, int[] highKeyFields,
+            boolean lowKeyInclusive, boolean highKeyInclusive, ITupleUpdater tupleUpdater) {
+        super(opDesc, ctx, partition, recordDescProvider, lowKeyFields, highKeyFields, lowKeyInclusive,
+                highKeyInclusive, null, null);
+        this.tupleUpdater = tupleUpdater;
+    }
+
+    @Override
+    protected ITreeIndexCursor createCursor() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
+        ITreeIndexFrame cursorFrame = treeIndex.getLeafFrameFactory().createFrame();
+        return new BTreeRangeSearchCursor((IBTreeLeafFrame) cursorFrame, true);
+    }
+
+    @Override
+    protected void writeSearchResults(int tupleIndex) throws Exception {
+        while (cursor.hasNext()) {
+            tb.reset();
+            cursor.next();
+            if (retainInput) {
+                frameTuple.reset(accessor, tupleIndex);
+                for (int i = 0; i < frameTuple.getFieldCount(); i++) {
+                    dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+                    tb.addFieldEndOffset();
+                }
+            }
+            ITupleReference tuple = cursor.getTuple();
+            tupleUpdater.updateTuple(tuple);
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                dos.write(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                tb.addFieldEndOffset();
+            }
+            FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                    tb.getSize());
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeException.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeException.java
new file mode 100644
index 0000000..bb50054
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeException.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.exceptions;
+
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public class BTreeException extends TreeIndexException {
+
+    protected static final long serialVersionUID = 1L;
+
+    public BTreeException(Exception e) {
+        super(e);
+    }
+
+    public BTreeException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java
new file mode 100644
index 0000000..5846747
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/exceptions/BTreeNotUpdateableException.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.exceptions;
+
+public class BTreeNotUpdateableException extends BTreeException {
+    private static final long serialVersionUID = 1L;
+
+    public BTreeNotUpdateableException(Exception e) {
+        super(e);
+    }
+
+    public BTreeNotUpdateableException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
new file mode 100644
index 0000000..e908c1b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrame.java
@@ -0,0 +1,781 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.api.IPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.compressors.FieldPrefixCompressor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
+import org.apache.hyracks.storage.am.btree.impls.FieldPrefixPrefixTupleReference;
+import org.apache.hyracks.storage.am.btree.impls.FieldPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.impls.FieldPrefixTupleReference;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameCompressor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.ophelpers.SlotOffTupleOff;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+/**
+ * WARNING: only works when tupleWriter is an instance of TypeAwareTupleWriter
+ */
+public class BTreeFieldPrefixNSMLeafFrame implements IBTreeLeafFrame {
+
+    protected static final int pageLsnOff = 0; // 0
+    protected static final int tupleCountOff = pageLsnOff + 8; // 8
+    protected static final int freeSpaceOff = tupleCountOff + 4; // 12
+    protected static final int totalFreeSpaceOff = freeSpaceOff + 4; // 16
+    protected static final int levelOff = totalFreeSpaceOff + 4; // 20
+    protected static final int smFlagOff = levelOff + 1; // 21
+    protected static final int uncompressedTupleCountOff = smFlagOff + 1; // 22
+    protected static final int prefixTupleCountOff = uncompressedTupleCountOff + 4; // 26
+    protected static final int nextLeafOff = prefixTupleCountOff + 4; // 30
+
+    private final IPrefixSlotManager slotManager;
+    private final ITreeIndexFrameCompressor compressor;
+    private final FieldPrefixTupleReference frameTuple;
+    private final FieldPrefixPrefixTupleReference framePrefixTuple;
+    private final ITreeIndexTupleWriter tupleWriter;
+
+    private MultiComparator cmp;
+
+    protected ICachedPage page = null;
+    protected ByteBuffer buf = null;
+
+    public BTreeFieldPrefixNSMLeafFrame(ITreeIndexTupleWriter tupleWriter) {
+        this.tupleWriter = tupleWriter;
+        this.frameTuple = new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+        this.slotManager = new FieldPrefixSlotManager();
+
+        ITypeTraits[] typeTraits = ((TypeAwareTupleWriter) tupleWriter).getTypeTraits();
+        this.framePrefixTuple = new FieldPrefixPrefixTupleReference(typeTraits);
+        this.compressor = new FieldPrefixCompressor(typeTraits, 0.001f, 2);
+    }
+
+    @Override
+    public int getMaxTupleSize(int pageSize) {
+        return (pageSize - getPageHeaderSize()) / 2;
+    }
+
+    @Override
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + slotManager.getSlotSize();
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+        this.page = page;
+        this.buf = page.getBuffer();
+        slotManager.setFrame(this);
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return page.getBuffer();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public boolean compress() throws HyracksDataException {
+        try {
+            return compressor.compress(this, cmp);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    // Assumptions:
+    // 1) prefix tuples are stored contiguously
+    // 2) prefix tuples are located before tuples (physically on the page)
+    // 3) prefix tuples are sorted (last prefix tuple is at highest offset)
+    // This procedure will not move prefix tuples.
+    @Override
+    public boolean compact() {
+        resetSpaceParams();
+
+        int tupleCount = buf.getInt(tupleCountOff);
+
+        // determine start of target free space (depends on assumptions stated above)
+        int freeSpace = buf.getInt(freeSpaceOff);
+        int prefixTupleCount = buf.getInt(prefixTupleCountOff);
+        if (prefixTupleCount > 0) {
+
+            // debug
+            int max = 0;
+            for (int i = 0; i < prefixTupleCount; i++) {
+                framePrefixTuple.resetByTupleIndex(this, i);
+                int end = framePrefixTuple.getFieldStart(framePrefixTuple.getFieldCount() - 1)
+                        + framePrefixTuple.getFieldLength(framePrefixTuple.getFieldCount() - 1);
+                if (end > max)
+                    max = end;
+            }
+
+            framePrefixTuple.resetByTupleIndex(this, prefixTupleCount - 1);
+            freeSpace = framePrefixTuple.getFieldStart(framePrefixTuple.getFieldCount() - 1)
+                    + framePrefixTuple.getFieldLength(framePrefixTuple.getFieldCount() - 1);
+        }
+
+        ArrayList<SlotOffTupleOff> sortedTupleOffs = new ArrayList<SlotOffTupleOff>();
+        sortedTupleOffs.ensureCapacity(tupleCount);
+        for (int i = 0; i < tupleCount; i++) {
+            int tupleSlotOff = slotManager.getTupleSlotOff(i);
+            int tupleSlot = buf.getInt(tupleSlotOff);
+            int tupleOff = slotManager.decodeSecondSlotField(tupleSlot);
+            sortedTupleOffs.add(new SlotOffTupleOff(i, tupleSlotOff, tupleOff));
+
+        }
+        Collections.sort(sortedTupleOffs);
+
+        for (int i = 0; i < sortedTupleOffs.size(); i++) {
+            int tupleOff = sortedTupleOffs.get(i).tupleOff;
+            int tupleSlot = buf.getInt(sortedTupleOffs.get(i).slotOff);
+            int prefixSlotNum = slotManager.decodeFirstSlotField(tupleSlot);
+
+            frameTuple.resetByTupleIndex(this, sortedTupleOffs.get(i).tupleIndex);
+            int tupleEndOff = frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+                    + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1);
+            int tupleLength = tupleEndOff - tupleOff;
+            System.arraycopy(buf.array(), tupleOff, buf.array(), freeSpace, tupleLength);
+
+            slotManager.setSlot(sortedTupleOffs.get(i).slotOff, slotManager.encodeSlotFields(prefixSlotNum, freeSpace));
+            freeSpace += tupleLength;
+        }
+
+        buf.putInt(freeSpaceOff, freeSpace);
+        int totalFreeSpace = buf.capacity() - buf.getInt(freeSpaceOff)
+                - ((buf.getInt(tupleCountOff) + buf.getInt(prefixTupleCountOff)) * slotManager.getSlotSize());
+        buf.putInt(totalFreeSpaceOff, totalFreeSpace);
+
+        return false;
+    }
+
+    @Override
+    public void delete(ITupleReference tuple, int slot) {
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        int prefixSlotNum = slotManager.decodeFirstSlotField(slot);
+        int tupleSlotOff = slotManager.getTupleSlotOff(tupleIndex);
+
+        // perform deletion (we just do a memcpy to overwrite the slot)
+        int slotEndOff = slotManager.getTupleSlotEndOff();
+        int length = tupleSlotOff - slotEndOff;
+        System.arraycopy(buf.array(), slotEndOff, buf.array(), slotEndOff + slotManager.getSlotSize(), length);
+
+        // maintain space information, get size of tuple suffix (suffix could be entire tuple)
+        int tupleSize = 0;
+        int suffixFieldStart = 0;
+        if (prefixSlotNum == FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+            suffixFieldStart = 0;
+            buf.putInt(uncompressedTupleCountOff, buf.getInt(uncompressedTupleCountOff) - 1);
+        } else {
+            int prefixSlot = buf.getInt(slotManager.getPrefixSlotOff(prefixSlotNum));
+            suffixFieldStart = slotManager.decodeFirstSlotField(prefixSlot);
+        }
+
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+        tupleSize = tupleWriter.bytesRequired(frameTuple, suffixFieldStart, frameTuple.getFieldCount()
+                - suffixFieldStart);
+
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + tupleSize + slotManager.getSlotSize());
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) throws HyracksDataException {
+        int freeContiguous = buf.capacity() - buf.getInt(freeSpaceOff)
+                - ((buf.getInt(tupleCountOff) + buf.getInt(prefixTupleCountOff)) * slotManager.getSlotSize());
+
+        int bytesRequired = tupleWriter.bytesRequired(tuple);
+
+        // See if the tuple would fit uncompressed.
+        if (bytesRequired + slotManager.getSlotSize() <= freeContiguous)
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+
+        // See if tuple would fit into remaining space after compaction.
+        if (bytesRequired + slotManager.getSlotSize() <= buf.getInt(totalFreeSpaceOff))
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+
+        // See if the tuple matches a prefix and will fit after truncating the prefix.
+        int prefixSlotNum = slotManager.findPrefix(tuple, framePrefixTuple);
+        if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+            int prefixSlotOff = slotManager.getPrefixSlotOff(prefixSlotNum);
+            int prefixSlot = buf.getInt(prefixSlotOff);
+            int numPrefixFields = slotManager.decodeFirstSlotField(prefixSlot);
+
+            int compressedSize = tupleWriter.bytesRequired(tuple, numPrefixFields, tuple.getFieldCount()
+                    - numPrefixFields);
+            if (compressedSize + slotManager.getSlotSize() <= freeContiguous)
+                return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+
+        return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        int slot = slotManager.insertSlot(tupleIndex, buf.getInt(freeSpaceOff));
+        int prefixSlotNum = slotManager.decodeFirstSlotField(slot);
+        int numPrefixFields = 0;
+        if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+            int prefixSlotOff = slotManager.getPrefixSlotOff(prefixSlotNum);
+            int prefixSlot = buf.getInt(prefixSlotOff);
+            numPrefixFields = slotManager.decodeFirstSlotField(prefixSlot);
+        } else {
+            buf.putInt(uncompressedTupleCountOff, buf.getInt(uncompressedTupleCountOff) + 1);
+        }
+
+        int freeSpace = buf.getInt(freeSpaceOff);
+        int bytesWritten = tupleWriter.writeTupleFields(tuple, numPrefixFields,
+                tuple.getFieldCount() - numPrefixFields, buf.array(), freeSpace);
+
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex) {
+        int tupleIndex = slotManager.decodeSecondSlotField(oldTupleIndex);
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+
+        int oldTupleBytes = 0;
+        int newTupleBytes = 0;
+
+        int numPrefixFields = frameTuple.getNumPrefixFields();
+        int fieldCount = frameTuple.getFieldCount();
+        if (numPrefixFields != 0) {
+            // Check the space requirements for updating the suffix of the original tuple.
+            oldTupleBytes = frameTuple.getSuffixTupleSize();
+            newTupleBytes = tupleWriter.bytesRequired(newTuple, numPrefixFields, fieldCount - numPrefixFields);
+        } else {
+            // The original tuple is uncompressed.
+            oldTupleBytes = frameTuple.getTupleSize();
+            newTupleBytes = tupleWriter.bytesRequired(newTuple);
+        }
+
+        int additionalBytesRequired = newTupleBytes - oldTupleBytes;
+        // Enough space for an in-place update?
+        if (additionalBytesRequired <= 0) {
+            return FrameOpSpaceStatus.SUFFICIENT_INPLACE_SPACE;
+        }
+
+        int freeContiguous = buf.capacity() - buf.getInt(freeSpaceOff)
+                - ((buf.getInt(tupleCountOff) + buf.getInt(prefixTupleCountOff)) * slotManager.getSlotSize());
+
+        // Enough space if we delete the old tuple and insert the new one without compaction?
+        if (newTupleBytes <= freeContiguous) {
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+        // Enough space if we delete the old tuple and compact?
+        if (additionalBytesRequired <= buf.getInt(totalFreeSpaceOff)) {
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        }
+        return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    @Override
+    public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace) {
+        int tupleIndex = slotManager.decodeSecondSlotField(oldTupleIndex);
+        int tupleSlotOff = slotManager.getTupleSlotOff(tupleIndex);
+        int tupleSlot = buf.getInt(tupleSlotOff);
+        int prefixSlotNum = slotManager.decodeFirstSlotField(tupleSlot);
+        int suffixTupleStartOff = slotManager.decodeSecondSlotField(tupleSlot);
+
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+        int fieldCount = frameTuple.getFieldCount();
+        int numPrefixFields = frameTuple.getNumPrefixFields();
+        int oldTupleBytes = frameTuple.getSuffixTupleSize();
+        int bytesWritten = 0;
+
+        if (inPlace) {
+            // Overwrite the old tuple suffix in place.
+            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields,
+                    buf.array(), suffixTupleStartOff);
+        } else {
+            // Insert the new tuple suffix at the end of the free space, and change
+            // the slot value (effectively "deleting" the old tuple).
+            int newSuffixTupleStartOff = buf.getInt(freeSpaceOff);
+            bytesWritten = tupleWriter.writeTupleFields(newTuple, numPrefixFields, fieldCount - numPrefixFields,
+                    buf.array(), newSuffixTupleStartOff);
+            // Update slot value using the same prefix slot num.
+            slotManager.setSlot(tupleSlotOff, slotManager.encodeSlotFields(prefixSlotNum, newSuffixTupleStartOff));
+            // Update contiguous free space pointer.
+            buf.putInt(freeSpaceOff, newSuffixTupleStartOff + bytesWritten);
+        }
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + oldTupleBytes - bytesWritten);
+    }
+
+    protected void resetSpaceParams() {
+        buf.putInt(freeSpaceOff, getOrigFreeSpaceOff());
+        buf.putInt(totalFreeSpaceOff, getOrigTotalFreeSpace());
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        buf.putLong(pageLsnOff, 0);
+        // during creation
+        buf.putInt(tupleCountOff, 0);
+        resetSpaceParams();
+        buf.putInt(uncompressedTupleCountOff, 0);
+        buf.putInt(prefixTupleCountOff, 0);
+        buf.put(levelOff, level);
+        buf.put(smFlagOff, (byte) 0);
+        buf.putInt(nextLeafOff, -1);
+    }
+
+    public void setTotalFreeSpace(int totalFreeSpace) {
+        buf.putInt(totalFreeSpaceOff, totalFreeSpace);
+    }
+
+    public int getOrigTotalFreeSpace() {
+        return buf.capacity() - (nextLeafOff + 4);
+    }
+
+    @Override
+    public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int slot;
+        try {
+            slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp,
+                    FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS, FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        // Error indicator is set if there is an exact match.
+        if (tupleIndex == slotManager.getErrorIndicator()) {
+            throw new TreeIndexDuplicateKeyException("Trying to insert duplicate key into leaf node.");
+        }
+        return slot;
+    }
+
+    @Override
+    public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int slot;
+        try {
+            slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.INCLUSIVE,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        // Error indicator is set if there is an exact match.
+        if (tupleIndex == slotManager.getErrorIndicator()) {
+            throw new TreeIndexDuplicateKeyException("Trying to insert duplicate key into leaf node.");
+        }
+        return slot;
+    }
+
+    @Override
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex)
+            throws HyracksDataException {
+        int tupleIndex = slotManager.decodeSecondSlotField(targetTupleIndex);
+        // Examine the tuple index to determine whether it is valid or not.
+        if (tupleIndex != slotManager.getGreatestKeyIndicator()) {
+            // We need to check the key to determine whether it's an insert or an update.
+            frameTuple.resetByTupleIndex(this, tupleIndex);
+            if (cmp.compare(searchTuple, frameTuple) == 0) {
+                // The keys match, it's an update.
+                return frameTuple;
+            }
+        }
+        // Either the tuple index is a special indicator, or the keys don't match.
+        // In those cases, we are definitely dealing with an insert.
+        return null;
+    }
+
+    @Override
+    public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int slot;
+        try {
+            slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.EXACT,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        // Error indicator is set if there is no exact match.
+        if (tupleIndex == slotManager.getErrorIndicator()) {
+            throw new TreeIndexNonExistentKeyException("Trying to update a tuple with a nonexistent key in leaf node.");
+        }
+        return slot;
+    }
+
+    @Override
+    public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int slot;
+        try {
+            slot = slotManager.findSlot(tuple, frameTuple, framePrefixTuple, cmp, FindTupleMode.EXACT,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        // Error indicator is set if there is no exact match.
+        if (tupleIndex == slotManager.getErrorIndicator()) {
+            throw new TreeIndexNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
+        }
+        return slot;
+    }
+
+    @Override
+    public String printHeader() {
+        StringBuilder strBuilder = new StringBuilder();
+        strBuilder.append("pageLsnOff:                " + pageLsnOff + "\n");
+        strBuilder.append("tupleCountOff:             " + tupleCountOff + "\n");
+        strBuilder.append("freeSpaceOff:              " + freeSpaceOff + "\n");
+        strBuilder.append("totalFreeSpaceOff:         " + totalFreeSpaceOff + "\n");
+        strBuilder.append("levelOff:                  " + levelOff + "\n");
+        strBuilder.append("smFlagOff:                 " + smFlagOff + "\n");
+        strBuilder.append("uncompressedTupleCountOff: " + uncompressedTupleCountOff + "\n");
+        strBuilder.append("prefixTupleCountOff:       " + prefixTupleCountOff + "\n");
+        strBuilder.append("nextLeafOff:               " + nextLeafOff + "\n");
+        return strBuilder.toString();
+    }
+
+    @Override
+    public int getTupleCount() {
+        return buf.getInt(tupleCountOff);
+    }
+
+    public IPrefixSlotManager getSlotManager() {
+        return slotManager;
+    }
+
+    @Override
+    public int getTupleOffset(int slotNum) {
+        int tupleSlotOff = slotManager.getTupleSlotOff(slotNum);
+        int tupleSlot = buf.getInt(tupleSlotOff);
+        return slotManager.decodeSecondSlotField(tupleSlot);
+    }
+
+    @Override
+    public long getPageLsn() {
+        return buf.getLong(pageLsnOff);
+    }
+
+    @Override
+    public void setPageLsn(long pageLsn) {
+        buf.putLong(pageLsnOff, pageLsn);
+    }
+
+    @Override
+    public int getTotalFreeSpace() {
+        return buf.getInt(totalFreeSpaceOff);
+    }
+
+    @Override
+    public boolean isLeaf() {
+        return buf.get(levelOff) == 0;
+    }
+
+    @Override
+    public boolean isInterior() {
+        return buf.get(levelOff) > 0;
+    }
+
+    @Override
+    public byte getLevel() {
+        return buf.get(levelOff);
+    }
+
+    @Override
+    public void setLevel(byte level) {
+        buf.put(levelOff, level);
+    }
+
+    @Override
+    public boolean getSmFlag() {
+        return buf.get(smFlagOff) != 0;
+    }
+
+    @Override
+    public void setSmFlag(boolean smFlag) {
+        if (smFlag)
+            buf.put(smFlagOff, (byte) 1);
+        else
+            buf.put(smFlagOff, (byte) 0);
+    }
+
+    public int getPrefixTupleCount() {
+        return buf.getInt(prefixTupleCountOff);
+    }
+
+    public void setPrefixTupleCount(int prefixTupleCount) {
+        buf.putInt(prefixTupleCountOff, prefixTupleCount);
+    }
+
+    @Override
+    public void insertSorted(ITupleReference tuple) throws HyracksDataException {
+        int freeSpace = buf.getInt(freeSpaceOff);
+        int fieldsToTruncate = 0;
+
+        // check if tuple matches last prefix tuple
+        if (buf.getInt(prefixTupleCountOff) > 0) {
+            framePrefixTuple.resetByTupleIndex(this, buf.getInt(prefixTupleCountOff) - 1);
+            if (cmp.fieldRangeCompare(tuple, framePrefixTuple, 0, framePrefixTuple.getFieldCount()) == 0) {
+                fieldsToTruncate = framePrefixTuple.getFieldCount();
+            }
+        }
+
+        int bytesWritten = tupleWriter.writeTupleFields(tuple, fieldsToTruncate, tuple.getFieldCount()
+                - fieldsToTruncate, buf.array(), freeSpace);
+
+        // insert slot
+        int prefixSlotNum = FieldPrefixSlotManager.TUPLE_UNCOMPRESSED;
+        if (fieldsToTruncate > 0)
+            prefixSlotNum = buf.getInt(prefixTupleCountOff) - 1;
+        else
+            buf.putInt(uncompressedTupleCountOff, buf.getInt(uncompressedTupleCountOff) + 1);
+        int insSlot = slotManager.encodeSlotFields(prefixSlotNum, FieldPrefixSlotManager.GREATEST_KEY_INDICATOR);
+        slotManager.insertSlot(insSlot, freeSpace);
+
+        // update page metadata
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
+    }
+
+    @Override
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
+            throws HyracksDataException {
+
+        BTreeFieldPrefixNSMLeafFrame rf = (BTreeFieldPrefixNSMLeafFrame) rightFrame;
+
+        ByteBuffer right = rf.getBuffer();
+        int tupleCount = getTupleCount();
+        int prefixTupleCount = getPrefixTupleCount();
+
+        // Find split point, and determine into which frame the new tuple should
+        // be inserted into.
+        int tuplesToLeft;
+        int midSlotNum = tupleCount / 2;
+        ITreeIndexFrame targetFrame = null;
+        frameTuple.resetByTupleIndex(this, midSlotNum);
+        int comparison = cmp.compare(tuple, frameTuple);
+        if (comparison >= 0) {
+            tuplesToLeft = midSlotNum + (tupleCount % 2);
+            targetFrame = rf;
+        } else {
+            tuplesToLeft = midSlotNum;
+            targetFrame = this;
+        }
+        int tuplesToRight = tupleCount - tuplesToLeft;
+
+        // copy entire page
+        System.arraycopy(buf.array(), 0, right.array(), 0, buf.capacity());
+
+        // determine how many slots go on left and right page
+        int prefixesToLeft = prefixTupleCount;
+        for (int i = tuplesToLeft; i < tupleCount; i++) {
+            int tupleSlotOff = rf.slotManager.getTupleSlotOff(i);
+            int tupleSlot = right.getInt(tupleSlotOff);
+            int prefixSlotNum = rf.slotManager.decodeFirstSlotField(tupleSlot);
+            if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+                prefixesToLeft = prefixSlotNum;
+                break;
+            }
+        }
+
+        // if we are splitting in the middle of a prefix both pages need to have the prefix slot and tuple
+        int boundaryTupleSlotOff = rf.slotManager.getTupleSlotOff(tuplesToLeft - 1);
+        int boundaryTupleSlot = buf.getInt(boundaryTupleSlotOff);
+        int boundaryPrefixSlotNum = rf.slotManager.decodeFirstSlotField(boundaryTupleSlot);
+        int prefixesToRight = prefixTupleCount - prefixesToLeft;
+        if (boundaryPrefixSlotNum == prefixesToLeft
+                && boundaryPrefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+            prefixesToLeft++; // tuples on both pages share one prefix
+        }
+
+        // move prefix tuples on right page to beginning of page and adjust prefix slots
+        if (prefixesToRight > 0 && prefixesToLeft > 0 && prefixTupleCount > 1) {
+
+            int freeSpace = rf.getOrigFreeSpaceOff();
+            int lastPrefixSlotNum = -1;
+
+            for (int i = tuplesToLeft; i < tupleCount; i++) {
+                int tupleSlotOff = rf.slotManager.getTupleSlotOff(i);
+                int tupleSlot = right.getInt(tupleSlotOff);
+                int prefixSlotNum = rf.slotManager.decodeFirstSlotField(tupleSlot);
+                if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+                    framePrefixTuple.resetByTupleIndex(this, prefixSlotNum);
+
+                    int bytesWritten = 0;
+                    if (lastPrefixSlotNum != prefixSlotNum) {
+                        bytesWritten = tupleWriter.writeTuple(framePrefixTuple, right.array(), freeSpace);
+                        int newPrefixSlot = rf.slotManager
+                                .encodeSlotFields(framePrefixTuple.getFieldCount(), freeSpace);
+                        int prefixSlotOff = rf.slotManager.getPrefixSlotOff(prefixSlotNum);
+                        right.putInt(prefixSlotOff, newPrefixSlot);
+                        lastPrefixSlotNum = prefixSlotNum;
+                    }
+
+                    int tupleOff = rf.slotManager.decodeSecondSlotField(tupleSlot);
+                    int newTupleSlot = rf.slotManager.encodeSlotFields(prefixSlotNum
+                            - (prefixTupleCount - prefixesToRight), tupleOff);
+                    right.putInt(tupleSlotOff, newTupleSlot);
+                    freeSpace += bytesWritten;
+                }
+            }
+        }
+
+        // move the modified prefix slots on the right page
+        int prefixSrc = rf.slotManager.getPrefixSlotEndOff();
+        int prefixDest = rf.slotManager.getPrefixSlotEndOff() + (prefixTupleCount - prefixesToRight)
+                * rf.slotManager.getSlotSize();
+        int prefixLength = rf.slotManager.getSlotSize() * prefixesToRight;
+        System.arraycopy(right.array(), prefixSrc, right.array(), prefixDest, prefixLength);
+
+        // on right page we need to copy rightmost tuple slots to left
+        int src = rf.slotManager.getTupleSlotEndOff();
+        int dest = rf.slotManager.getTupleSlotEndOff() + tuplesToLeft * rf.slotManager.getSlotSize()
+                + (prefixTupleCount - prefixesToRight) * rf.slotManager.getSlotSize();
+        int length = rf.slotManager.getSlotSize() * tuplesToRight;
+        System.arraycopy(right.array(), src, right.array(), dest, length);
+
+        right.putInt(tupleCountOff, tuplesToRight);
+        right.putInt(prefixTupleCountOff, prefixesToRight);
+
+        // on left page move slots to reflect possibly removed prefixes
+        src = slotManager.getTupleSlotEndOff() + tuplesToRight * slotManager.getSlotSize();
+        dest = slotManager.getTupleSlotEndOff() + tuplesToRight * slotManager.getSlotSize()
+                + (prefixTupleCount - prefixesToLeft) * slotManager.getSlotSize();
+        length = slotManager.getSlotSize() * tuplesToLeft;
+        System.arraycopy(buf.array(), src, buf.array(), dest, length);
+
+        buf.putInt(tupleCountOff, tuplesToLeft);
+        buf.putInt(prefixTupleCountOff, prefixesToLeft);
+
+        // compact both pages
+        compact();
+        rightFrame.compact();
+
+        // insert last key
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught before reaching here
+        try {
+            targetTupleIndex = ((IBTreeLeafFrame) targetFrame).findInsertTupleIndex(tuple);
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
+        targetFrame.insert(tuple, targetTupleIndex);
+
+        // set split key to be highest value in left page
+        frameTuple.resetByTupleIndex(this, getTupleCount() - 1);
+
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, cmp.getKeyFieldCount());
+        splitKey.initData(splitKeySize);
+        tupleWriter.writeTupleFields(frameTuple, 0, cmp.getKeyFieldCount(), splitKey.getBuffer().array(), 0);
+        splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+    }
+
+    @Override
+    public int getFreeSpaceOff() {
+        return buf.getInt(freeSpaceOff);
+    }
+
+    public int getOrigFreeSpaceOff() {
+        return nextLeafOff + 4;
+    }
+
+    @Override
+    public void setFreeSpaceOff(int freeSpace) {
+        buf.putInt(freeSpaceOff, freeSpace);
+    }
+
+    @Override
+    public void setNextLeaf(int page) {
+        buf.putInt(nextLeafOff, page);
+    }
+
+    @Override
+    public int getNextLeaf() {
+        return buf.getInt(nextLeafOff);
+    }
+
+    public int getUncompressedTupleCount() {
+        return buf.getInt(uncompressedTupleCountOff);
+    }
+
+    public void setUncompressedTupleCount(int uncompressedTupleCount) {
+        buf.putInt(uncompressedTupleCountOff, uncompressedTupleCount);
+    }
+
+    @Override
+    public int getSlotSize() {
+        return slotManager.getSlotSize();
+    }
+
+    public ITreeIndexTupleWriter getTupleWriter() {
+        return tupleWriter;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new FieldPrefixTupleReference(tupleWriter.createTupleReference());
+    }
+
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference pageTuple, MultiComparator cmp,
+            FindTupleMode ftm, FindTupleNoExactMatchPolicy ftp) throws HyracksDataException {
+        int slot = slotManager.findSlot(searchKey, pageTuple, framePrefixTuple, cmp, ftm, ftp);
+        int tupleIndex = slotManager.decodeSecondSlotField(slot);
+        // TODO: Revisit this one. Maybe there is a cleaner way to solve this in the RangeSearchCursor.
+        if (tupleIndex == FieldPrefixSlotManager.GREATEST_KEY_INDICATOR
+                || tupleIndex == FieldPrefixSlotManager.ERROR_INDICATOR)
+            return -1;
+        else
+            return tupleIndex;
+    }
+
+    @Override
+    public int getPageHeaderSize() {
+        return nextLeafOff;
+    }
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+        this.slotManager.setMultiComparator(cmp);
+    }
+
+    @Override
+    public void validate(PageValidationInfo pvi) {
+        // Do nothing
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java
new file mode 100644
index 0000000..beb350d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeFieldPrefixNSMLeafFrameFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class BTreeFieldPrefixNSMLeafFrameFactory implements ITreeIndexFrameFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+
+    public BTreeFieldPrefixNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IBTreeLeafFrame createFrame() {
+        return new BTreeFieldPrefixNSMLeafFrame(tupleWriterFactory.createTupleWriter());
+    }
+
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java
new file mode 100644
index 0000000..d6ed56f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeLeafFrameType.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+public enum BTreeLeafFrameType {
+    REGULAR_NSM,
+    FIELD_PREFIX_COMPRESSED_NSM
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java
new file mode 100644
index 0000000..5b2bdfc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrame.java
@@ -0,0 +1,467 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.frames.TreeIndexNSMFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.ophelpers.SlotOffTupleOff;
+
+public class BTreeNSMInteriorFrame extends TreeIndexNSMFrame implements IBTreeInteriorFrame {
+
+    private static final int rightLeafOff = smFlagOff + 1;
+    private static final int childPtrSize = 4;
+
+    private final ITreeIndexTupleReference cmpFrameTuple;
+    private final ITreeIndexTupleReference previousFt;
+
+    private MultiComparator cmp;
+
+    public BTreeNSMInteriorFrame(ITreeIndexTupleWriter tupleWriter) {
+        super(tupleWriter, new OrderedSlotManager());
+        cmpFrameTuple = tupleWriter.createTupleReference();
+        previousFt = tupleWriter.createTupleReference();
+    }
+
+    @Override
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + childPtrSize + slotManager.getSlotSize();
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        super.initBuffer(level);
+        buf.putInt(rightLeafOff, -1);
+    }
+
+    @Override
+    public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        try {
+            return slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) {
+        // Tuple bytes + child pointer + slot.
+        int bytesRequired = tupleWriter.bytesRequired(tuple) + childPtrSize + slotManager.getSlotSize();
+        if (bytesRequired <= getFreeContiguousSpace()) {
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+        if (bytesRequired <= getTotalFreeSpace()) {
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        }
+        return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        int slotOff = slotManager.insertSlot(tupleIndex, buf.getInt(freeSpaceOff));
+        int freeSpace = buf.getInt(freeSpaceOff);
+        int bytesWritten = tupleWriter.writeTupleFields(tuple, 0, tuple.getFieldCount(), buf.array(), freeSpace);
+        System.arraycopy(tuple.getFieldData(tuple.getFieldCount() - 1), getLeftChildPageOff(tuple), buf.array(),
+                freeSpace + bytesWritten, childPtrSize);
+        int tupleSize = bytesWritten + childPtrSize;
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + tupleSize);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - tupleSize - slotManager.getSlotSize());
+        // Did we insert into the rightmost slot?
+        if (slotOff == slotManager.getSlotEndOff()) {
+            System.arraycopy(tuple.getFieldData(tuple.getFieldCount() - 1), getLeftChildPageOff(tuple) + childPtrSize,
+                    buf.array(), rightLeafOff, childPtrSize);
+        } else {
+            // If slotOff has a right (slot-)neighbor then update its child pointer.
+            // The only time when this is NOT the case, is when this is the very first tuple
+            // (or when the splitkey goes into the rightmost slot but that case is handled in the if above).
+            if (buf.getInt(tupleCountOff) > 1) {
+                int rightNeighborOff = slotOff - slotManager.getSlotSize();
+                frameTuple.resetByTupleOffset(buf, slotManager.getTupleOff(rightNeighborOff));
+                System.arraycopy(tuple.getFieldData(0), getLeftChildPageOff(tuple) + childPtrSize, buf.array(),
+                        getLeftChildPageOff(frameTuple), childPtrSize);
+            }
+        }
+    }
+
+    @Override
+    public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        try {
+            return slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public void delete(ITupleReference tuple, int tupleIndex) {
+        int slotOff = slotManager.getSlotOff(tupleIndex);
+        int tupleOff;
+        int keySize;
+        if (tupleIndex == slotManager.getGreatestKeyIndicator()) {
+            tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            keySize = frameTuple.getTupleSize();
+            // Copy new rightmost pointer.
+            System.arraycopy(buf.array(), tupleOff + keySize, buf.array(), rightLeafOff, childPtrSize);
+        } else {
+            tupleOff = slotManager.getTupleOff(slotOff);
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            keySize = frameTuple.getTupleSize();
+            // Perform deletion (we just do a memcpy to overwrite the slot).
+            int slotStartOff = slotManager.getSlotEndOff();
+            int length = slotOff - slotStartOff;
+            System.arraycopy(buf.array(), slotStartOff, buf.array(), slotStartOff + slotManager.getSlotSize(), length);
+        }
+        // Maintain space information.
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff,
+                buf.getInt(totalFreeSpaceOff) + keySize + childPtrSize + slotManager.getSlotSize());
+    }
+
+    @Override
+    public void deleteGreatest() {
+        int slotOff = slotManager.getSlotEndOff();
+        int tupleOff = slotManager.getTupleOff(slotOff);
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int keySize = tupleWriter.bytesRequired(frameTuple);
+        System.arraycopy(buf.array(), tupleOff + keySize, buf.array(), rightLeafOff, childPtrSize);
+        // Maintain space information.
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff,
+                buf.getInt(totalFreeSpaceOff) + keySize + childPtrSize + slotManager.getSlotSize());
+        int freeSpace = buf.getInt(freeSpaceOff);
+        if (freeSpace == tupleOff + keySize + childPtrSize) {
+            buf.putInt(freeSpace, freeSpace - (keySize + childPtrSize));
+        }
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference tuple, int oldTupleIndex) {
+        throw new UnsupportedOperationException("Cannot update tuples in interior node.");
+    }
+
+    @Override
+    public void insertSorted(ITupleReference tuple) {
+        int freeSpace = buf.getInt(freeSpaceOff);
+        slotManager.insertSlot(slotManager.getGreatestKeyIndicator(), freeSpace);
+        int bytesWritten = tupleWriter.writeTuple(tuple, buf, freeSpace);
+        System.arraycopy(tuple.getFieldData(tuple.getFieldCount() - 1), getLeftChildPageOff(tuple), buf.array(),
+                freeSpace + bytesWritten, childPtrSize);
+        int tupleSize = bytesWritten + childPtrSize;
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + tupleSize);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - tupleSize - slotManager.getSlotSize());
+        System.arraycopy(tuple.getFieldData(0), getLeftChildPageOff(tuple) + childPtrSize, buf.array(), rightLeafOff,
+                childPtrSize);
+    }
+
+    @Override
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
+            throws HyracksDataException {
+        ByteBuffer right = rightFrame.getBuffer();
+        int tupleCount = getTupleCount();
+
+        // Find split point, and determine into which frame the new tuple should be inserted into.
+        ITreeIndexFrame targetFrame = null;
+        frameTuple.resetByTupleIndex(this, tupleCount - 1);
+        int tuplesToLeft;
+        if (cmp.compare(tuple, frameTuple) > 0) {
+            // This is a special optimization case when the tuple to be inserted is the largest key on the page.
+            targetFrame = rightFrame;
+            tuplesToLeft = tupleCount;
+        } else {
+            int totalSize = 0;
+            int halfPageSize = (buf.capacity() - getPageHeaderSize()) / 2;
+            int i;
+            for (i = 0; i < tupleCount; ++i) {
+                frameTuple.resetByTupleIndex(this, i);
+                totalSize += tupleWriter.bytesRequired(frameTuple) + childPtrSize + slotManager.getSlotSize();
+                if (totalSize >= halfPageSize) {
+                    break;
+                }
+            }
+
+            if (cmp.compare(tuple, frameTuple) > 0) {
+                tuplesToLeft = i;
+                targetFrame = rightFrame;
+            } else {
+                tuplesToLeft = i + 1;
+                targetFrame = this;
+            }
+            int tuplesToRight = tupleCount - tuplesToLeft;
+
+            // Copy entire page.
+            System.arraycopy(buf.array(), 0, right.array(), 0, buf.capacity());
+
+            // On the right page we need to copy rightmost slots to left.
+            int src = rightFrame.getSlotManager().getSlotEndOff();
+            int dest = rightFrame.getSlotManager().getSlotEndOff() + tuplesToLeft
+                    * rightFrame.getSlotManager().getSlotSize();
+            int length = rightFrame.getSlotManager().getSlotSize() * tuplesToRight;
+            System.arraycopy(right.array(), src, right.array(), dest, length);
+            right.putInt(tupleCountOff, tuplesToRight);
+
+            // On the left page, remove the highest key and make its child pointer
+            // the rightmost child pointer.
+            buf.putInt(tupleCountOff, tuplesToLeft);
+        }
+        // Copy the split key to be inserted.
+        // We must do so because setting the new split key will overwrite the
+        // old split key, and we cannot insert the existing split key at this point.
+        ISplitKey savedSplitKey = splitKey.duplicate(tupleWriter.createTupleReference());
+
+        // Set split key to be highest value in left page.
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, cmp.getKeyFieldCount());
+        splitKey.initData(splitKeySize);
+        tupleWriter.writeTuple(frameTuple, splitKey.getBuffer(), 0);
+        splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+
+        int deleteTupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, deleteTupleOff);
+        buf.putInt(rightLeafOff, buf.getInt(getLeftChildPageOff(frameTuple)));
+        buf.putInt(tupleCountOff, tuplesToLeft - 1);
+
+        // Compact both pages.
+        rightFrame.compact();
+        compact();
+        // Insert the saved split key.
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught before reaching here
+        try {
+            targetTupleIndex = ((BTreeNSMInteriorFrame) targetFrame).findInsertTupleIndex(savedSplitKey.getTuple());
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
+        targetFrame.insert(savedSplitKey.getTuple(), targetTupleIndex);
+    }
+
+    @Override
+    public boolean compact() {
+        resetSpaceParams();
+        int tupleCount = buf.getInt(tupleCountOff);
+        int freeSpace = buf.getInt(freeSpaceOff);
+        // Sort the slots by the tuple offset they point to.
+        ArrayList<SlotOffTupleOff> sortedTupleOffs = new ArrayList<SlotOffTupleOff>();
+        sortedTupleOffs.ensureCapacity(tupleCount);
+        for (int i = 0; i < tupleCount; i++) {
+            int slotOff = slotManager.getSlotOff(i);
+            int tupleOff = slotManager.getTupleOff(slotOff);
+            sortedTupleOffs.add(new SlotOffTupleOff(i, slotOff, tupleOff));
+        }
+        Collections.sort(sortedTupleOffs);
+        // Iterate over the sorted slots, and move their corresponding tuples to
+        // the left, reclaiming free space.
+        for (int i = 0; i < sortedTupleOffs.size(); i++) {
+            int tupleOff = sortedTupleOffs.get(i).tupleOff;
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            int tupleEndOff = frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+                    + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1);
+            int tupleLength = tupleEndOff - tupleOff + childPtrSize;
+            System.arraycopy(buf.array(), tupleOff, buf.array(), freeSpace, tupleLength);
+            slotManager.setSlot(sortedTupleOffs.get(i).slotOff, freeSpace);
+            freeSpace += tupleLength;
+        }
+        // Update contiguous free space pointer and total free space indicator.
+        buf.putInt(freeSpaceOff, freeSpace);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - freeSpace - tupleCount * slotManager.getSlotSize());
+        return false;
+    }
+
+    @Override
+    public int getChildPageId(RangePredicate pred) throws HyracksDataException {
+        // Trivial case where there is only a child pointer (and no key).
+        if (buf.getInt(tupleCountOff) == 0) {
+            return buf.getInt(rightLeafOff);
+        }
+        // Trivial cases where no low key or high key was given (e.g. during an
+        // index scan).
+        ITupleReference tuple = null;
+        FindTupleMode fsm = null;
+        // The target comparator may be on a prefix of the BTree key fields.
+        MultiComparator targetCmp = pred.getLowKeyComparator();
+        tuple = pred.getLowKey();
+        if (tuple == null) {
+            return getLeftmostChildPageId();
+        }
+        if (pred.isLowKeyInclusive()) {
+            fsm = FindTupleMode.INCLUSIVE;
+        } else {
+            fsm = FindTupleMode.EXCLUSIVE;
+        }
+        // Search for a matching key.
+        int tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, targetCmp, fsm,
+                FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        int slotOff = slotManager.getSlotOff(tupleIndex);
+        // Follow the rightmost (greatest) child pointer.
+        if (tupleIndex == slotManager.getGreatestKeyIndicator()) {
+            return buf.getInt(rightLeafOff);
+        }
+        // Deal with prefix searches.
+        // slotManager.findTupleIndex() will return an arbitrary tuple matching
+        // the given field prefix (according to the target comparator).
+        // To make sure we traverse the right path, we must find the
+        // leftmost or rightmost tuple that matches the prefix.
+        int origTupleOff = slotManager.getTupleOff(slotOff);
+        cmpFrameTuple.resetByTupleOffset(buf, origTupleOff);
+        int cmpTupleOff = origTupleOff;
+        // The answer set begins with the lowest key matching the prefix.
+        // We must follow the child pointer of the lowest (leftmost) key
+        // matching the given prefix.
+        int maxSlotOff = buf.capacity();
+        slotOff += slotManager.getSlotSize();
+        while (slotOff < maxSlotOff) {
+            cmpTupleOff = slotManager.getTupleOff(slotOff);
+            frameTuple.resetByTupleOffset(buf, cmpTupleOff);
+            if (targetCmp.compare(cmpFrameTuple, frameTuple) != 0) {
+                break;
+            }
+            slotOff += slotManager.getSlotSize();
+        }
+        slotOff -= slotManager.getSlotSize();
+        frameTuple.resetByTupleOffset(buf, slotManager.getTupleOff(slotOff));
+        int childPageOff = getLeftChildPageOff(frameTuple);
+
+        return buf.getInt(childPageOff);
+    }
+
+    @Override
+    protected void resetSpaceParams() {
+        buf.putInt(freeSpaceOff, rightLeafOff + childPtrSize);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - (rightLeafOff + childPtrSize));
+    }
+
+    @Override
+    public int getLeftmostChildPageId() {
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotStartOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int childPageOff = getLeftChildPageOff(frameTuple);
+        return buf.getInt(childPageOff);
+    }
+
+    @Override
+    public int getRightmostChildPageId() {
+        return buf.getInt(rightLeafOff);
+    }
+
+    @Override
+    public void setRightmostChildPageId(int pageId) {
+        buf.putInt(rightLeafOff, pageId);
+    }
+
+    @Override
+    public int getPageHeaderSize() {
+        return rightLeafOff + 4;
+    }
+
+    private int getLeftChildPageOff(ITupleReference tuple) {
+        return tuple.getFieldStart(tuple.getFieldCount() - 1) + tuple.getFieldLength(tuple.getFieldCount() - 1);
+    }
+
+    @Override
+    public boolean getSmFlag() {
+        return buf.get(smFlagOff) != 0;
+    }
+
+    @Override
+    public void setSmFlag(boolean smFlag) {
+        if (smFlag) {
+            buf.put(smFlagOff, (byte) 1);
+        } else {
+            buf.put(smFlagOff, (byte) 0);
+        }
+    }
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        previousFt.setFieldCount(cmp.getKeyFieldCount());
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        ITreeIndexTupleReference tuple = tupleWriter.createTupleReference();
+        tuple.setFieldCount(cmp.getKeyFieldCount());
+        return tuple;
+    }
+
+    // For debugging.
+    public ArrayList<Integer> getChildren(MultiComparator cmp) {
+        ArrayList<Integer> ret = new ArrayList<Integer>();
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        int tupleCount = buf.getInt(tupleCountOff);
+        for (int i = 0; i < tupleCount; i++) {
+            int tupleOff = slotManager.getTupleOff(slotManager.getSlotOff(i));
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            int intVal = IntegerPointable.getInteger(buf.array(), frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+            + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1));
+            ret.add(intVal);
+        }
+        if (!isLeaf()) {
+            int rightLeaf = buf.getInt(rightLeafOff);
+            if (rightLeaf > 0)
+                ret.add(buf.getInt(rightLeafOff));
+        }
+        return ret;
+    }
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException {
+        int tupleCount = getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            if (!pvi.isLowRangeNull) {
+                assert cmp.compare(pvi.lowRangeTuple, frameTuple) < 0;
+            }
+
+            if (!pvi.isHighRangeNull) {
+                assert cmp.compare(pvi.highRangeTuple, frameTuple) >= 0;
+            }
+
+            if (i > 0) {
+                previousFt.resetByTupleIndex(this, i - 1);
+                assert cmp.compare(previousFt, frameTuple) < 0;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java
new file mode 100644
index 0000000..029be11
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMInteriorFrameFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class BTreeNSMInteriorFrameFactory implements ITreeIndexFrameFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+
+    public BTreeNSMInteriorFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IBTreeInteriorFrame createFrame() {
+        return new BTreeNSMInteriorFrame(tupleWriterFactory.createTupleWriter());
+    }
+
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java
new file mode 100644
index 0000000..fef9661
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrame.java
@@ -0,0 +1,302 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.frames.TreeIndexNSMFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class BTreeNSMLeafFrame extends TreeIndexNSMFrame implements IBTreeLeafFrame {
+    protected static final int nextLeafOff = smFlagOff + 1;
+
+    private MultiComparator cmp;
+
+    private final ITreeIndexTupleReference previousFt;
+
+    public BTreeNSMLeafFrame(ITreeIndexTupleWriter tupleWriter) {
+        super(tupleWriter, new OrderedSlotManager());
+        previousFt = tupleWriter.createTupleReference();
+    }
+
+    @Override
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + slotManager.getSlotSize();
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        super.initBuffer(level);
+        buf.putInt(nextLeafOff, -1);
+    }
+
+    @Override
+    public void setNextLeaf(int page) {
+        buf.putInt(nextLeafOff, page);
+    }
+
+    @Override
+    public int getNextLeaf() {
+        return buf.getInt(nextLeafOff);
+    }
+
+    @Override
+    public int findInsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int tupleIndex;
+        try {
+            tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        // Error indicator is set if there is an exact match.
+        if (tupleIndex == slotManager.getErrorIndicator()) {
+            throw new TreeIndexDuplicateKeyException("Trying to insert duplicate key into leaf node.");
+        }
+        return tupleIndex;
+    }
+
+    @Override
+    public int findUpdateTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int tupleIndex;
+        try {
+            tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.EXACT,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        // Error indicator is set if there is no exact match.
+        if (tupleIndex == slotManager.getErrorIndicator() || tupleIndex == slotManager.getGreatestKeyIndicator()) {
+            throw new TreeIndexNonExistentKeyException("Trying to update a tuple with a nonexistent key in leaf node.");
+        }
+        return tupleIndex;
+    }
+
+    @Override
+    public int findUpsertTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int tupleIndex;
+        try {
+            tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.INCLUSIVE,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        // Just return the found tupleIndex. The caller will make the final
+        // decision whether to insert or update.
+        return tupleIndex;
+    }
+
+    @Override
+    public ITupleReference getMatchingKeyTuple(ITupleReference searchTuple, int targetTupleIndex)
+            throws HyracksDataException {
+        // Examine the tuple index to determine whether it is valid or not.
+        if (targetTupleIndex != slotManager.getGreatestKeyIndicator()) {
+            // We need to check the key to determine whether it's an insert or
+            // an update/delete
+            frameTuple.resetByTupleIndex(this, targetTupleIndex);
+            if (cmp.compare(searchTuple, frameTuple) == 0) {
+                // The keys match, it's an update/delete
+                return frameTuple;
+            }
+        }
+        // Either the tuple index is a special indicator, or the keys don't
+        // match.
+        // In those cases, we are definitely dealing with an insert.
+        return null;
+    }
+
+    @Override
+    public int findDeleteTupleIndex(ITupleReference tuple) throws TreeIndexException {
+        int tupleIndex;
+        try {
+            tupleIndex = slotManager.findTupleIndex(tuple, frameTuple, cmp, FindTupleMode.EXACT,
+                    FindTupleNoExactMatchPolicy.HIGHER_KEY);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+        // Error indicator is set if there is no exact match.
+        if (tupleIndex == slotManager.getErrorIndicator() || tupleIndex == slotManager.getGreatestKeyIndicator()) {
+            throw new TreeIndexNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
+        }
+        return tupleIndex;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        int freeSpace = buf.getInt(freeSpaceOff);
+        slotManager.insertSlot(tupleIndex, freeSpace);
+        int bytesWritten = tupleWriter.writeTuple(tuple, buf.array(), freeSpace);
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
+    }
+
+    @Override
+    public void insertSorted(ITupleReference tuple) {
+        insert(tuple, slotManager.getGreatestKeyIndicator());
+    }
+
+    @Override
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
+            throws HyracksDataException {
+        ByteBuffer right = rightFrame.getBuffer();
+        int tupleCount = getTupleCount();
+
+        // Find split point, and determine into which frame the new tuple should
+        // be inserted into.
+        ITreeIndexFrame targetFrame = null;
+        frameTuple.resetByTupleIndex(this, tupleCount - 1);
+        if (cmp.compare(tuple, frameTuple) > 0) {
+            // This is a special optimization case when the tuple to be inserted is the largest key on the page.
+            targetFrame = rightFrame;
+        } else {
+            int tuplesToLeft;
+            int totalSize = 0;
+            int halfPageSize = (buf.capacity() - getPageHeaderSize()) / 2;
+            int i;
+            for (i = 0; i < tupleCount; ++i) {
+                frameTuple.resetByTupleIndex(this, i);
+                totalSize += tupleWriter.getCopySpaceRequired(frameTuple) + slotManager.getSlotSize();
+                if (totalSize >= halfPageSize) {
+                    break;
+                }
+            }
+
+            if (cmp.compare(tuple, frameTuple) >= 0) {
+                tuplesToLeft = i + 1;
+                targetFrame = rightFrame;
+            } else {
+                tuplesToLeft = i;
+                targetFrame = this;
+            }
+            int tuplesToRight = tupleCount - tuplesToLeft;
+
+            // Copy entire page.
+            System.arraycopy(buf.array(), 0, right.array(), 0, buf.capacity());
+
+            // On the right page we need to copy rightmost slots to the left.
+            int src = rightFrame.getSlotManager().getSlotEndOff();
+            int dest = rightFrame.getSlotManager().getSlotEndOff() + tuplesToLeft
+                    * rightFrame.getSlotManager().getSlotSize();
+            int length = rightFrame.getSlotManager().getSlotSize() * tuplesToRight;
+            System.arraycopy(right.array(), src, right.array(), dest, length);
+            right.putInt(tupleCountOff, tuplesToRight);
+
+            // On left page only change the tupleCount indicator.
+            buf.putInt(tupleCountOff, tuplesToLeft);
+
+            // Compact both pages.
+            rightFrame.compact();
+            compact();
+        }
+
+        // Insert the new tuple.
+        int targetTupleIndex;
+        // it's safe to catch this exception since it will have been caught
+        // before reaching here
+        try {
+            targetTupleIndex = ((BTreeNSMLeafFrame) targetFrame).findInsertTupleIndex(tuple);
+        } catch (TreeIndexException e) {
+            throw new IllegalStateException(e);
+        }
+        targetFrame.insert(tuple, targetTupleIndex);
+
+        // Set the split key to be highest key in the left page.
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, cmp.getKeyFieldCount());
+        splitKey.initData(splitKeySize);
+        tupleWriter.writeTupleFields(frameTuple, 0, cmp.getKeyFieldCount(), splitKey.getBuffer().array(), 0);
+        splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+    }
+
+    @Override
+    protected void resetSpaceParams() {
+        buf.putInt(freeSpaceOff, nextLeafOff + 4);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - (nextLeafOff + 4));
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return tupleWriter.createTupleReference();
+    }
+
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference pageTuple, MultiComparator cmp,
+            FindTupleMode ftm, FindTupleNoExactMatchPolicy ftp) throws HyracksDataException {
+        return slotManager.findTupleIndex(searchKey, pageTuple, cmp, ftm, ftp);
+    }
+
+    @Override
+    public int getPageHeaderSize() {
+        return nextLeafOff + 4;
+    }
+
+    @Override
+    public boolean getSmFlag() {
+        return buf.get(smFlagOff) != 0;
+    }
+
+    @Override
+    public void setSmFlag(boolean smFlag) {
+        if (smFlag) {
+            buf.put(smFlagOff, (byte) 1);
+        } else {
+            buf.put(smFlagOff, (byte) 0);
+        }
+    }
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+    }
+
+    public void validate(PageValidationInfo pvi) throws HyracksDataException {
+        int tupleCount = getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            if (!pvi.isLowRangeNull) {
+                assert cmp.compare(pvi.lowRangeTuple, frameTuple) < 0;
+            }
+
+            if (!pvi.isHighRangeNull) {
+                assert cmp.compare(pvi.highRangeTuple, frameTuple) >= 0;
+            }
+
+            if (i > 0) {
+                previousFt.resetByTupleIndex(this, i - 1);
+                assert cmp.compare(previousFt, frameTuple) < 0;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java
new file mode 100644
index 0000000..5712b38
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/BTreeNSMLeafFrameFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class BTreeNSMLeafFrameFactory implements ITreeIndexFrameFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+
+    public BTreeNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory) {
+        this.tupleWriterFactory = tupleWriterFactory;
+    }
+
+    @Override
+    public IBTreeLeafFrame createFrame() {
+        return new BTreeNSMLeafFrame(tupleWriterFactory.createTupleWriter());
+    }
+
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/OrderedSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/OrderedSlotManager.java
new file mode 100644
index 0000000..ae61297
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/frames/OrderedSlotManager.java
@@ -0,0 +1,122 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.frames;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.frames.AbstractSlotManager;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class OrderedSlotManager extends AbstractSlotManager {
+
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) throws HyracksDataException {
+        int tupleCount = frame.getTupleCount();
+        if (tupleCount <= 0) {
+            return GREATEST_KEY_INDICATOR;
+        }
+
+        int mid;
+        int begin;
+        int end = tupleCount - 1;
+
+        frameTuple.resetByTupleIndex(frame, end);
+        int cmp = multiCmp.compare(searchKey, frameTuple);
+        if (cmp > 0) {
+            // This is a special optimization case when the tuple to be searched is larger than all the keys on the page.
+            begin = tupleCount;
+        } else {
+            begin = 0;
+        }
+
+        while (begin <= end) {
+            mid = (begin + end) / 2;
+            frameTuple.resetByTupleIndex(frame, mid);
+
+            cmp = multiCmp.compare(searchKey, frameTuple);
+            if (cmp < 0) {
+                end = mid - 1;
+            } else if (cmp > 0) {
+                begin = mid + 1;
+            } else {
+                if (mode == FindTupleMode.EXCLUSIVE) {
+                    if (matchPolicy == FindTupleNoExactMatchPolicy.HIGHER_KEY) {
+                        begin = mid + 1;
+                    } else {
+                        end = mid - 1;
+                    }
+                } else {
+                    if (mode == FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS) {
+                        return ERROR_INDICATOR;
+                    } else {
+                        return mid;
+                    }
+                }
+            }
+        }
+
+        if (mode == FindTupleMode.EXACT) {
+            return ERROR_INDICATOR;
+        }
+
+        if (matchPolicy == FindTupleNoExactMatchPolicy.HIGHER_KEY) {
+            if (begin > tupleCount - 1) {
+                return GREATEST_KEY_INDICATOR;
+            }
+            frameTuple.resetByTupleIndex(frame, begin);
+            if (multiCmp.compare(searchKey, frameTuple) < 0) {
+                return begin;
+            } else {
+                return GREATEST_KEY_INDICATOR;
+            }
+        } else {
+            if (end < 0) {
+                return GREATEST_KEY_INDICATOR;
+            }
+            frameTuple.resetByTupleIndex(frame, end);
+            if (multiCmp.compare(searchKey, frameTuple) > 0) {
+                return end;
+            } else {
+                return GREATEST_KEY_INDICATOR;
+            }
+        }
+    }
+
+    @Override
+    public int insertSlot(int tupleIndex, int tupleOff) {
+        int slotOff = getSlotOff(tupleIndex);
+        if (tupleIndex == GREATEST_KEY_INDICATOR) {
+            slotOff = getSlotEndOff() - slotSize;
+            setSlot(slotOff, tupleOff);
+            return slotOff;
+        } else {
+            int slotEndOff = getSlotEndOff();
+            int length = (slotOff - slotEndOff) + slotSize;
+            System.arraycopy(frame.getBuffer().array(), slotEndOff, frame.getBuffer().array(), slotEndOff - slotSize,
+                    length);
+            setSlot(slotOff, tupleOff);
+            return slotOff;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTree.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTree.java
new file mode 100644
index 0000000..a017ea5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTree.java
@@ -0,0 +1,1176 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.locks.ReadWriteLock;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeFrame;
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.api.ITupleAcceptor;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.impls.AbstractTreeIndex;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.NodeFrontier;
+import org.apache.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class BTree extends AbstractTreeIndex {
+
+    public static final float DEFAULT_FILL_FACTOR = 0.7f;
+
+    private final static long RESTART_OP = Long.MIN_VALUE;
+    private final static long FULL_RESTART_OP = Long.MIN_VALUE + 1;
+    private final static int MAX_RESTARTS = 10;
+
+    private final AtomicInteger smoCounter;
+    private final ReadWriteLock treeLatch;
+    private final int maxTupleSize;
+
+    public BTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider, IMetaDataPageManager freePageManager,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory leafFrameFactory,
+            IBinaryComparatorFactory[] cmpFactories, int fieldCount, FileReference file) {
+        super(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
+                fieldCount, file);
+        this.treeLatch = new ReentrantReadWriteLock(true);
+        this.smoCounter = new AtomicInteger();
+        ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
+        ITreeIndexFrame interiorFrame = interiorFrameFactory.createFrame();
+        maxTupleSize = Math.min(leafFrame.getMaxTupleSize(bufferCache.getPageSize()),
+                interiorFrame.getMaxTupleSize(bufferCache.getPageSize()));
+    }
+
+    private void diskOrderScan(ITreeIndexCursor icursor, BTreeOpContext ctx) throws HyracksDataException {
+        TreeIndexDiskOrderScanCursor cursor = (TreeIndexDiskOrderScanCursor) icursor;
+        ctx.reset();
+        RangePredicate diskOrderScanPred = new RangePredicate(null, null, true, true, ctx.cmp, ctx.cmp);
+        int maxPageId = freePageManager.getMaxPage(ctx.metaFrame);
+        int currentPageId = bulkloadLeafStart;
+        ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
+        page.acquireReadLatch();
+        try {
+            cursor.setBufferCache(bufferCache);
+            cursor.setFileId(fileId);
+            cursor.setCurrentPageId(currentPageId);
+            cursor.setMaxPageId(maxPageId);
+            ctx.cursorInitialState.setPage(page);
+            ctx.cursorInitialState.setSearchOperationCallback(ctx.searchCallback);
+            ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
+            cursor.open(ctx.cursorInitialState, diskOrderScanPred);
+        } catch (Exception e) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public void validate() throws HyracksDataException {
+        // Stack validation protocol:
+        //      * parent pushes the validation information onto the stack before validation
+        //      * child pops the validation information off of the stack after validating
+        BTreeAccessor accessor = (BTreeAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        PageValidationInfo pvi = accessor.ctx.createPageValidationInfo(null);
+        accessor.ctx.validationInfos.addFirst(pvi);
+        if (isActive) {
+            validate(accessor.ctx, rootPage);
+        }
+    }
+
+    private void validate(BTreeOpContext ctx, int pageId) throws HyracksDataException {
+        ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        ctx.interiorFrame.setPage(page);
+        PageValidationInfo currentPvi = ctx.validationInfos.peekFirst();
+
+        boolean isLeaf = ctx.interiorFrame.isLeaf();
+        if (isLeaf) {
+            ctx.leafFrame.setPage(page);
+            ctx.leafFrame.validate(currentPvi);
+        } else {
+            PageValidationInfo nextPvi = ctx.createPageValidationInfo(currentPvi);
+            List<Integer> children = ((BTreeNSMInteriorFrame) ctx.interiorFrame).getChildren(ctx.cmp);
+            ctx.interiorFrame.validate(currentPvi);
+            for (int i = 0; i < children.size(); i++) {
+                ctx.interiorFrame.setPage(page);
+
+                if (children.size() == 1) {
+                    // There is a single child pointer with no keys, so propagate both low and high ranges
+                    nextPvi.propagateLowRangeKey(currentPvi);
+                    nextPvi.propagateHighRangeKey(currentPvi);
+                } else if (i == 0) {
+                    // There is more than one child pointer and this is the left-most child pointer, so:
+                    //      1) propagate the low range key from the parent
+                    //      2) adjust the high range key
+                    nextPvi.propagateLowRangeKey(currentPvi);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i);
+                    nextPvi.adjustHighRangeKey(ctx.interiorFrameTuple);
+                } else if (i == children.size() - 1) {
+                    // There is more than one child pointer and this is the right-most child pointer, so:
+                    //      1) propagate the high range key from the parent
+                    //      2) adjust the low range key
+                    nextPvi.propagateHighRangeKey(currentPvi);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i - 1);
+                    nextPvi.adjustLowRangeKey(ctx.interiorFrameTuple);
+                } else {
+                    // There is more than one child pointer and this pointer is not the left/right-most pointer, so:
+                    //      1) adjust the low range key
+                    //      2) adjust the high range key
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i - 1);
+                    nextPvi.adjustLowRangeKey(ctx.interiorFrameTuple);
+                    ctx.interiorFrameTuple.resetByTupleIndex(ctx.interiorFrame, i);
+                    nextPvi.adjustHighRangeKey(ctx.interiorFrameTuple);
+                }
+
+                ctx.validationInfos.addFirst(nextPvi);
+                validate(ctx, children.get(i));
+            }
+        }
+        bufferCache.unpin(page);
+        ctx.validationInfos.removeFirst();
+    }
+
+    private void search(ITreeIndexCursor cursor, ISearchPredicate searchPred, BTreeOpContext ctx)
+            throws TreeIndexException, HyracksDataException {
+        ctx.reset();
+        ctx.pred = (RangePredicate) searchPred;
+        ctx.cursor = cursor;
+        // simple index scan
+        if (ctx.pred.getLowKeyComparator() == null) {
+            ctx.pred.setLowKeyComparator(ctx.cmp);
+        }
+        if (ctx.pred.getHighKeyComparator() == null) {
+            ctx.pred.setHighKeyComparator(ctx.cmp);
+        }
+        // we use this loop to deal with possibly multiple operation restarts
+        // due to ongoing structure modifications during the descent
+        boolean repeatOp = true;
+        while (repeatOp && ctx.opRestarts < MAX_RESTARTS) {
+            performOp(rootPage, null, true, ctx);
+            // if we reach this stage then we need to restart from the (possibly
+            // new) root
+            if (!ctx.pageLsns.isEmpty() && ctx.pageLsns.getLast() == RESTART_OP) {
+                ctx.pageLsns.removeLast(); // pop the restart op indicator
+                continue;
+            }
+            repeatOp = false;
+        }
+        cursor.setBufferCache(bufferCache);
+        cursor.setFileId(fileId);
+    }
+
+    private void unsetSmPages(BTreeOpContext ctx) throws HyracksDataException {
+        ICachedPage originalPage = ctx.interiorFrame.getPage();
+        for (int i = 0; i < ctx.smPages.size(); i++) {
+            int pageId = ctx.smPages.get(i);
+            ICachedPage smPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+            smPage.acquireWriteLatch();
+            try {
+                ctx.interiorFrame.setPage(smPage);
+                ctx.interiorFrame.setSmFlag(false);
+            } finally {
+                smPage.releaseWriteLatch(true);
+                bufferCache.unpin(smPage);
+            }
+        }
+        if (ctx.smPages.size() > 0) {
+            if (ctx.smoCount == Integer.MAX_VALUE) {
+                smoCounter.set(0);
+            } else {
+                smoCounter.incrementAndGet();
+            }
+            treeLatch.writeLock().unlock();
+            ctx.smPages.clear();
+        }
+        ctx.interiorFrame.setPage(originalPage);
+    }
+
+    private void createNewRoot(BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        // Make sure the root is always in the same page.
+        ICachedPage leftNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, ctx.splitKey.getLeftPage()),
+                false);
+        leftNode.acquireWriteLatch();
+        try {
+            int newLeftId = freePageManager.getFreePage(ctx.metaFrame);
+            ICachedPage newLeftNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, newLeftId), true);
+            newLeftNode.acquireWriteLatch();
+            try {
+                // Copy left child to new left child.
+                System.arraycopy(leftNode.getBuffer().array(), 0, newLeftNode.getBuffer().array(), 0, newLeftNode
+                        .getBuffer().capacity());
+                ctx.interiorFrame.setPage(newLeftNode);
+                ctx.interiorFrame.setSmFlag(false);
+                // Remember LSN to set it in the root.
+                long leftNodeLSN = ctx.interiorFrame.getPageLsn();
+                // Initialize new root (leftNode becomes new root).
+                ctx.interiorFrame.setPage(leftNode);
+                ctx.interiorFrame.initBuffer((byte) (ctx.interiorFrame.getLevel() + 1));
+                // Copy over LSN.
+                ctx.interiorFrame.setPageLsn(leftNodeLSN);
+                // Will be cleared later in unsetSmPages.
+                ctx.interiorFrame.setSmFlag(true);
+                ctx.splitKey.setLeftPage(newLeftId);
+                int targetTupleIndex = ctx.interiorFrame.findInsertTupleIndex(ctx.splitKey.getTuple());
+                ctx.interiorFrame.insert(ctx.splitKey.getTuple(), targetTupleIndex);
+            } finally {
+                newLeftNode.releaseWriteLatch(true);
+                bufferCache.unpin(newLeftNode);
+            }
+        } finally {
+            leftNode.releaseWriteLatch(true);
+            bufferCache.unpin(leftNode);
+        }
+    }
+
+    private void insertUpdateOrDelete(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException,
+            TreeIndexException {
+        ctx.reset();
+        ctx.pred.setLowKeyComparator(ctx.cmp);
+        ctx.pred.setHighKeyComparator(ctx.cmp);
+        ctx.pred.setLowKey(tuple, true);
+        ctx.pred.setHighKey(tuple, true);
+        ctx.splitKey.reset();
+        ctx.splitKey.getTuple().setFieldCount(ctx.cmp.getKeyFieldCount());
+        // We use this loop to deal with possibly multiple operation restarts
+        // due to ongoing structure modifications during the descent.
+        boolean repeatOp = true;
+        while (repeatOp && ctx.opRestarts < MAX_RESTARTS) {
+            ctx.smoCount = smoCounter.get();
+            performOp(rootPage, null, true, ctx);
+            // Do we need to restart from the (possibly new) root?
+            if (!ctx.pageLsns.isEmpty()) {
+                if (ctx.pageLsns.getLast() == FULL_RESTART_OP) {
+                    ctx.pageLsns.clear();
+                    continue;
+                } else if (ctx.pageLsns.getLast() == RESTART_OP) {
+                    ctx.pageLsns.removeLast(); // pop the restart op indicator
+                    continue;
+                }
+
+            }
+            // Split key propagated?
+            if (ctx.splitKey.getBuffer() != null) {
+                // Insert or update op. Create a new root.
+                createNewRoot(ctx);
+            }
+            unsetSmPages(ctx);
+            repeatOp = false;
+        }
+
+        if (ctx.opRestarts >= MAX_RESTARTS) {
+            throw new BTreeException("Operation exceeded the maximum number of restarts");
+        }
+    }
+
+    private void insert(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        int tupleSize = Math.max(ctx.leafFrame.getBytesRequiredToWriteTuple(tuple),
+                ctx.interiorFrame.getBytesRequiredToWriteTuple(tuple));
+        if (tupleSize > maxTupleSize) {
+            throw new TreeIndexException("Space required for record (" + tupleSize
+                    + ") larger than maximum acceptable size (" + maxTupleSize + ")");
+        }
+        ctx.modificationCallback.before(tuple);
+        insertUpdateOrDelete(tuple, ctx);
+    }
+
+    private void upsert(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        int tupleSize = Math.max(ctx.leafFrame.getBytesRequiredToWriteTuple(tuple),
+                ctx.interiorFrame.getBytesRequiredToWriteTuple(tuple));
+        if (tupleSize > maxTupleSize) {
+            throw new TreeIndexException("Space required for record (" + tupleSize
+                    + ") larger than maximum acceptable size (" + maxTupleSize + ")");
+        }
+        ctx.modificationCallback.before(tuple);
+        insertUpdateOrDelete(tuple, ctx);
+    }
+
+    private void update(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        // This call only allows updating of non-key fields.
+        // Updating a tuple's key necessitates deleting the old entry, and inserting the new entry.
+        // The user of the BTree is responsible for dealing with non-key updates (i.e., doing a delete + insert).
+        if (fieldCount == ctx.cmp.getKeyFieldCount()) {
+            throw new BTreeNotUpdateableException("Cannot perform updates when the entire tuple forms the key.");
+        }
+        int tupleSize = Math.max(ctx.leafFrame.getBytesRequiredToWriteTuple(tuple),
+                ctx.interiorFrame.getBytesRequiredToWriteTuple(tuple));
+        if (tupleSize > maxTupleSize) {
+            throw new TreeIndexException("Space required for record (" + tupleSize
+                    + ") larger than maximum acceptable size (" + maxTupleSize + ")");
+        }
+        ctx.modificationCallback.before(tuple);
+        insertUpdateOrDelete(tuple, ctx);
+    }
+
+    private void delete(ITupleReference tuple, BTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        ctx.modificationCallback.before(tuple);
+        insertUpdateOrDelete(tuple, ctx);
+    }
+
+    private boolean insertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
+        boolean restartOp = false;
+        FrameOpSpaceStatus spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);
+        switch (spaceStatus) {
+            case SUFFICIENT_CONTIGUOUS_SPACE: {
+                ctx.modificationCallback.found(null, tuple);
+                ctx.leafFrame.insert(tuple, targetTupleIndex);
+                ctx.splitKey.reset();
+                break;
+            }
+            case SUFFICIENT_SPACE: {
+                boolean slotsChanged = ctx.leafFrame.compact();
+                if (slotsChanged) {
+                    targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
+                }
+                ctx.modificationCallback.found(null, tuple);
+                ctx.leafFrame.insert(tuple, targetTupleIndex);
+                ctx.splitKey.reset();
+                break;
+            }
+            case INSUFFICIENT_SPACE: {
+                // Try compressing the page first and see if there is space available.
+                boolean reCompressed = ctx.leafFrame.compress();
+                if (reCompressed) {
+                    // Compression could have changed the target tuple index, find it again.
+                    targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
+                    spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);
+                }
+                if (spaceStatus == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                    ctx.modificationCallback.found(null, tuple);
+                    ctx.leafFrame.insert(tuple, targetTupleIndex);
+                    ctx.splitKey.reset();
+                } else {
+                    restartOp = performLeafSplit(pageId, tuple, ctx, -1);
+                }
+                break;
+            }
+        }
+        return restartOp;
+    }
+
+    private boolean performLeafSplit(int pageId, ITupleReference tuple, BTreeOpContext ctx, int updateTupleIndex)
+            throws Exception {
+        // We must never hold a latch on a page while waiting to obtain the tree
+        // latch, because it this could lead to a latch-deadlock.
+        // If we can't get the tree latch, we return, release our page latches,
+        // and restart the operation from one level above.
+        // Lock is released in unsetSmPages(), after sm has fully completed.
+        if (!treeLatch.writeLock().tryLock()) {
+            return true;
+        } else {
+            int tempSmoCount = smoCounter.get();
+            if (tempSmoCount != ctx.smoCount) {
+                treeLatch.writeLock().unlock();
+                return true;
+            }
+        }
+        int rightPageId = freePageManager.getFreePage(ctx.metaFrame);
+        ICachedPage rightNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rightPageId), true);
+        rightNode.acquireWriteLatch();
+        try {
+            IBTreeLeafFrame rightFrame = ctx.createLeafFrame();
+            rightFrame.setPage(rightNode);
+            rightFrame.initBuffer((byte) 0);
+            rightFrame.setMultiComparator(ctx.cmp);
+
+            // Perform an update (delete + insert) if the updateTupleIndex != -1
+            if (updateTupleIndex != -1) {
+                ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, updateTupleIndex);
+                ctx.modificationCallback.found(beforeTuple, tuple);
+                ctx.leafFrame.delete(tuple, updateTupleIndex);
+            } else {
+                ctx.modificationCallback.found(null, tuple);
+            }
+            ctx.leafFrame.split(rightFrame, tuple, ctx.splitKey);
+
+            ctx.smPages.add(pageId);
+            ctx.smPages.add(rightPageId);
+            ctx.leafFrame.setSmFlag(true);
+            rightFrame.setSmFlag(true);
+
+            rightFrame.setNextLeaf(ctx.leafFrame.getNextLeaf());
+            ctx.leafFrame.setNextLeaf(rightPageId);
+
+            rightFrame.setPageLsn(rightFrame.getPageLsn() + 1);
+            ctx.leafFrame.setPageLsn(ctx.leafFrame.getPageLsn() + 1);
+
+            ctx.splitKey.setPages(pageId, rightPageId);
+        } catch (Exception e) {
+            treeLatch.writeLock().unlock();
+            throw e;
+        } finally {
+            rightNode.releaseWriteLatch(true);
+            bufferCache.unpin(rightNode);
+        }
+        return false;
+    }
+
+    private boolean updateLeaf(ITupleReference tuple, int oldTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
+        FrameOpSpaceStatus spaceStatus = ctx.leafFrame.hasSpaceUpdate(tuple, oldTupleIndex);
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, oldTupleIndex);
+        boolean restartOp = false;
+        switch (spaceStatus) {
+            case SUFFICIENT_INPLACE_SPACE: {
+                ctx.modificationCallback.found(beforeTuple, tuple);
+                ctx.leafFrame.update(tuple, oldTupleIndex, true);
+                ctx.splitKey.reset();
+                break;
+            }
+            case SUFFICIENT_CONTIGUOUS_SPACE: {
+                ctx.modificationCallback.found(beforeTuple, tuple);
+                ctx.leafFrame.update(tuple, oldTupleIndex, false);
+                ctx.splitKey.reset();
+                break;
+            }
+            case SUFFICIENT_SPACE: {
+                // Delete the old tuple, compact the frame, and insert the new tuple.
+                ctx.modificationCallback.found(beforeTuple, tuple);
+                ctx.leafFrame.delete(tuple, oldTupleIndex);
+                ctx.leafFrame.compact();
+                int targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
+                ctx.leafFrame.insert(tuple, targetTupleIndex);
+                ctx.splitKey.reset();
+                break;
+            }
+            case INSUFFICIENT_SPACE: {
+                restartOp = performLeafSplit(pageId, tuple, ctx, oldTupleIndex);
+                break;
+            }
+        }
+        return restartOp;
+    }
+
+    private boolean upsertLeaf(ITupleReference tuple, int targetTupleIndex, int pageId, BTreeOpContext ctx)
+            throws Exception {
+        boolean restartOp = false;
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, targetTupleIndex);
+        if (ctx.acceptor.accept(beforeTuple)) {
+            if (beforeTuple == null) {
+                restartOp = insertLeaf(tuple, targetTupleIndex, pageId, ctx);
+            } else {
+                restartOp = updateLeaf(tuple, targetTupleIndex, pageId, ctx);
+            }
+        } else {
+            targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(tuple);
+            restartOp = insertLeaf(tuple, targetTupleIndex, pageId, ctx);
+        }
+        return restartOp;
+    }
+
+    private void insertInterior(ICachedPage node, int pageId, ITupleReference tuple, BTreeOpContext ctx)
+            throws Exception {
+        ctx.interiorFrame.setPage(node);
+        int targetTupleIndex = ctx.interiorFrame.findInsertTupleIndex(tuple);
+        FrameOpSpaceStatus spaceStatus = ctx.interiorFrame.hasSpaceInsert(tuple);
+        switch (spaceStatus) {
+            case INSUFFICIENT_SPACE: {
+                int rightPageId = freePageManager.getFreePage(ctx.metaFrame);
+                ICachedPage rightNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rightPageId), true);
+                rightNode.acquireWriteLatch();
+                try {
+                    IBTreeFrame rightFrame = ctx.createInteriorFrame();
+                    rightFrame.setPage(rightNode);
+                    rightFrame.initBuffer((byte) ctx.interiorFrame.getLevel());
+                    rightFrame.setMultiComparator(ctx.cmp);
+                    // instead of creating a new split key, use the existing
+                    // splitKey
+                    ctx.interiorFrame.split(rightFrame, ctx.splitKey.getTuple(), ctx.splitKey);
+                    ctx.smPages.add(pageId);
+                    ctx.smPages.add(rightPageId);
+                    ctx.interiorFrame.setSmFlag(true);
+                    rightFrame.setSmFlag(true);
+                    rightFrame.setPageLsn(rightFrame.getPageLsn() + 1);
+                    ctx.interiorFrame.setPageLsn(ctx.interiorFrame.getPageLsn() + 1);
+
+                    ctx.splitKey.setPages(pageId, rightPageId);
+                } finally {
+                    rightNode.releaseWriteLatch(true);
+                    bufferCache.unpin(rightNode);
+                }
+                break;
+            }
+
+            case SUFFICIENT_CONTIGUOUS_SPACE: {
+                ctx.interiorFrame.insert(tuple, targetTupleIndex);
+                ctx.splitKey.reset();
+                break;
+            }
+
+            case SUFFICIENT_SPACE: {
+                boolean slotsChanged = ctx.interiorFrame.compact();
+                if (slotsChanged) {
+                    targetTupleIndex = ctx.interiorFrame.findInsertTupleIndex(tuple);
+                }
+                ctx.interiorFrame.insert(tuple, targetTupleIndex);
+                ctx.splitKey.reset();
+                break;
+            }
+        }
+    }
+
+    private boolean deleteLeaf(ICachedPage node, int pageId, ITupleReference tuple, BTreeOpContext ctx)
+            throws Exception {
+        // Simply delete the tuple, and don't do any rebalancing.
+        // This means that there could be underflow, even an empty page that is
+        // pointed to by an interior node.
+        if (ctx.leafFrame.getTupleCount() == 0) {
+            throw new TreeIndexNonExistentKeyException("Trying to delete a tuple with a nonexistent key in leaf node.");
+        }
+        int tupleIndex = ctx.leafFrame.findDeleteTupleIndex(tuple);
+        ITupleReference beforeTuple = ctx.leafFrame.getMatchingKeyTuple(tuple, tupleIndex);
+        ctx.modificationCallback.found(beforeTuple, tuple);
+        ctx.leafFrame.delete(tuple, tupleIndex);
+        return false;
+    }
+
+    private final boolean acquireLatch(ICachedPage node, BTreeOpContext ctx, boolean isLeaf) {
+        if (!isLeaf || (ctx.op == IndexOperation.SEARCH && !ctx.cursor.exclusiveLatchNodes())) {
+            node.acquireReadLatch();
+            return true;
+        } else {
+            node.acquireWriteLatch();
+            return false;
+        }
+    }
+
+    private ICachedPage isConsistent(int pageId, BTreeOpContext ctx) throws Exception {
+        ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        node.acquireReadLatch();
+        ctx.interiorFrame.setPage(node);
+        boolean isConsistent = ctx.pageLsns.getLast() == ctx.interiorFrame.getPageLsn();
+        if (!isConsistent) {
+            node.releaseReadLatch();
+            bufferCache.unpin(node);
+            return null;
+        }
+        return node;
+    }
+
+    private void performOp(int pageId, ICachedPage parent, boolean parentIsReadLatched, BTreeOpContext ctx)
+            throws HyracksDataException, TreeIndexException {
+        ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        ctx.interiorFrame.setPage(node);
+        // this check performs an unprotected read in the page
+        // the following could happen: TODO fill out
+        boolean unsafeIsLeaf = ctx.interiorFrame.isLeaf();
+        boolean isReadLatched = acquireLatch(node, ctx, unsafeIsLeaf);
+        boolean smFlag = ctx.interiorFrame.getSmFlag();
+        // re-check leafness after latching
+        boolean isLeaf = ctx.interiorFrame.isLeaf();
+
+        // remember trail of pageLsns, to unwind recursion in case of an ongoing
+        // structure modification
+        ctx.pageLsns.add(ctx.interiorFrame.getPageLsn());
+        try {
+            // Latch coupling: unlatch parent.
+            if (parent != null) {
+                if (parentIsReadLatched) {
+                    parent.releaseReadLatch();
+                } else {
+                    parent.releaseWriteLatch(true);
+                }
+                bufferCache.unpin(parent);
+            }
+            if (!isLeaf || smFlag) {
+                if (!smFlag) {
+                    // We use this loop to deal with possibly multiple operation
+                    // restarts due to ongoing structure modifications during
+                    // the descent.
+                    boolean repeatOp = true;
+                    while (repeatOp && ctx.opRestarts < MAX_RESTARTS) {
+                        int childPageId = ctx.interiorFrame.getChildPageId(ctx.pred);
+                        performOp(childPageId, node, isReadLatched, ctx);
+
+                        if (!ctx.pageLsns.isEmpty()) {
+                            if (ctx.pageLsns.getLast() == FULL_RESTART_OP) {
+                                break;
+                            } else if (ctx.pageLsns.getLast() == RESTART_OP) {
+                                // Pop the restart op indicator.
+                                ctx.pageLsns.removeLast();
+                                node = isConsistent(pageId, ctx);
+                                if (node != null) {
+                                    isReadLatched = true;
+                                    // Descend the tree again.
+                                    continue;
+                                } else {
+                                    // Pop pageLsn of this page (version seen by this op during descent).
+                                    ctx.pageLsns.removeLast();
+                                    // This node is not consistent set the restart indicator for upper level.
+                                    ctx.pageLsns.add(RESTART_OP);
+                                    break;
+                                }
+                            }
+                        }
+
+                        switch (ctx.op) {
+                            case INSERT:
+                            case UPSERT:
+                            case UPDATE: {
+                                // Is there a propagated split key?
+                                if (ctx.splitKey.getBuffer() != null) {
+                                    ICachedPage interiorNode = bufferCache.pin(
+                                            BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                                    interiorNode.acquireWriteLatch();
+                                    try {
+                                        // Insert or update op. Both can cause split keys to propagate upwards.
+                                        insertInterior(interiorNode, pageId, ctx.splitKey.getTuple(), ctx);
+                                    } finally {
+                                        interiorNode.releaseWriteLatch(true);
+                                        bufferCache.unpin(interiorNode);
+                                    }
+                                } else {
+                                    unsetSmPages(ctx);
+                                }
+                                break;
+                            }
+
+                            case DELETE: {
+                                if (ctx.splitKey.getBuffer() != null) {
+                                    throw new BTreeException(
+                                            "Split key was propagated during delete. Delete allows empty leaf pages.");
+                                }
+                                break;
+                            }
+
+                            default: {
+                                // Do nothing for Search and DiskOrderScan.
+                                break;
+                            }
+                        }
+                        // Operation completed.
+                        repeatOp = false;
+                    } // end while
+                } else { // smFlag
+                    ctx.opRestarts++;
+                    if (isReadLatched) {
+                        node.releaseReadLatch();
+                    } else {
+                        node.releaseWriteLatch(true);
+                    }
+                    bufferCache.unpin(node);
+
+                    // TODO: this should be an instant duration lock, how to do
+                    // this in java?
+                    // instead we just immediately release the lock. this is
+                    // inefficient but still correct and will not cause
+                    // latch-deadlock
+                    treeLatch.readLock().lock();
+                    treeLatch.readLock().unlock();
+
+                    // unwind recursion and restart operation, find lowest page
+                    // with a pageLsn as seen by this operation during descent
+                    ctx.pageLsns.removeLast(); // pop current page lsn
+                    // put special value on the stack to inform caller of
+                    // restart
+                    ctx.pageLsns.add(RESTART_OP);
+                }
+            } else { // isLeaf and !smFlag
+                // We may have to restart an op to avoid latch deadlock.
+                boolean restartOp = false;
+                ctx.leafFrame.setPage(node);
+                switch (ctx.op) {
+                    case INSERT: {
+                        int targetTupleIndex = ctx.leafFrame.findInsertTupleIndex(ctx.pred.getLowKey());
+                        restartOp = insertLeaf(ctx.pred.getLowKey(), targetTupleIndex, pageId, ctx);
+                        break;
+                    }
+                    case UPSERT: {
+                        int targetTupleIndex = ctx.leafFrame.findUpsertTupleIndex(ctx.pred.getLowKey());
+                        restartOp = upsertLeaf(ctx.pred.getLowKey(), targetTupleIndex, pageId, ctx);
+                        break;
+                    }
+                    case UPDATE: {
+                        int oldTupleIndex = ctx.leafFrame.findUpdateTupleIndex(ctx.pred.getLowKey());
+                        restartOp = updateLeaf(ctx.pred.getLowKey(), oldTupleIndex, pageId, ctx);
+                        break;
+                    }
+                    case DELETE: {
+                        restartOp = deleteLeaf(node, pageId, ctx.pred.getLowKey(), ctx);
+                        break;
+                    }
+                    case SEARCH: {
+                        ctx.cursorInitialState.setSearchOperationCallback(ctx.searchCallback);
+                        ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
+                        ctx.cursorInitialState.setPage(node);
+                        ctx.cursorInitialState.setPageId(pageId);
+                        ctx.cursor.open(ctx.cursorInitialState, ctx.pred);
+                        break;
+                    }
+                }
+                if (ctx.op != IndexOperation.SEARCH) {
+                    node.releaseWriteLatch(true);
+                    bufferCache.unpin(node);
+                }
+                if (restartOp) {
+                    // Wait for the SMO to persistFrontiers before restarting.
+                    treeLatch.readLock().lock();
+                    treeLatch.readLock().unlock();
+                    ctx.pageLsns.removeLast();
+                    ctx.pageLsns.add(FULL_RESTART_OP);
+                }
+            }
+        } catch (TreeIndexException e) {
+            if (!ctx.exceptionHandled) {
+                if (node != null) {
+                    if (isReadLatched) {
+                        node.releaseReadLatch();
+                    } else {
+                        node.releaseWriteLatch(true);
+                    }
+                    bufferCache.unpin(node);
+                    ctx.exceptionHandled = true;
+                }
+            }
+            throw e;
+        } catch (Exception e) {
+            e.printStackTrace();
+            if (node != null) {
+                if (isReadLatched) {
+                    node.releaseReadLatch();
+                } else {
+                    node.releaseWriteLatch(true);
+                }
+                bufferCache.unpin(node);
+            }
+            BTreeException wrappedException = new BTreeException(e);
+            ctx.exceptionHandled = true;
+            throw wrappedException;
+        }
+    }
+
+    private BTreeOpContext createOpContext(IIndexAccessor accessor,
+            IModificationOperationCallback modificationCallback, ISearchOperationCallback searchCallback) {
+        return new BTreeOpContext(accessor, leafFrameFactory, interiorFrameFactory, freePageManager
+                .getMetaDataFrameFactory().createFrame(), cmpFactories, modificationCallback, searchCallback);
+    }
+
+    @SuppressWarnings("rawtypes")
+    public String printTree(IBTreeLeafFrame leafFrame, IBTreeInteriorFrame interiorFrame,
+            ISerializerDeserializer[] keySerdes) throws Exception {
+        MultiComparator cmp = MultiComparator.create(cmpFactories);
+        byte treeHeight = getTreeHeight(leafFrame);
+        StringBuilder strBuilder = new StringBuilder();
+        printTree(rootPage, null, false, leafFrame, interiorFrame, treeHeight, keySerdes, strBuilder, cmp);
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public void printTree(int pageId, ICachedPage parent, boolean unpin, IBTreeLeafFrame leafFrame,
+            IBTreeInteriorFrame interiorFrame, byte treeHeight, ISerializerDeserializer[] keySerdes,
+            StringBuilder strBuilder, MultiComparator cmp) throws Exception {
+        ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        node.acquireReadLatch();
+        try {
+            if (parent != null && unpin == true) {
+                parent.releaseReadLatch();
+                bufferCache.unpin(parent);
+            }
+            interiorFrame.setPage(node);
+            int level = interiorFrame.getLevel();
+            strBuilder.append(String.format("%1d ", level));
+            strBuilder.append(String.format("%3d ", pageId) + ": ");
+            for (int i = 0; i < treeHeight - level; i++) {
+                strBuilder.append("    ");
+            }
+
+            String keyString;
+            if (interiorFrame.isLeaf()) {
+                leafFrame.setPage(node);
+                keyString = printLeafFrameTuples(leafFrame, keySerdes);
+            } else {
+                keyString = printInteriorFrameTuples(interiorFrame, keySerdes);
+            }
+
+            strBuilder.append(keyString + "\n");
+            if (!interiorFrame.isLeaf()) {
+                ArrayList<Integer> children = ((BTreeNSMInteriorFrame) (interiorFrame)).getChildren(cmp);
+                for (int i = 0; i < children.size(); i++) {
+                    printTree(children.get(i), node, i == children.size() - 1, leafFrame, interiorFrame, treeHeight,
+                            keySerdes, strBuilder, cmp);
+                }
+            } else {
+                node.releaseReadLatch();
+                bufferCache.unpin(node);
+            }
+        } catch (Exception e) {
+            node.releaseReadLatch();
+            bufferCache.unpin(node);
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public ITreeIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new BTreeAccessor(this, modificationCallback, searchCallback);
+    }
+
+    // TODO: Class should be private. But currently we need to expose the
+    // setOpContext() API to the LSM Tree for it to work correctly.
+
+    /* TODO: Class should be re-usable to avoid massive object creation on a per tuple basis. two solutions for this:
+     * 1. have an accessor pool as part of the btree class (cleaner but introduce additional synchronization)
+     * 2. don't make it an inner class (no synchronization overhead)
+     *
+     * for now, we are reusing it while it is an inner class !!!!
+     */
+    public class BTreeAccessor implements ITreeIndexAccessor {
+        private BTree btree;
+        private BTreeOpContext ctx;
+
+        public BTreeAccessor(BTree btree, IModificationOperationCallback modificationCalback,
+                ISearchOperationCallback searchCallback) {
+            this.btree = btree;
+            this.ctx = btree.createOpContext(this, modificationCalback, searchCallback);
+        }
+
+        public void reset(BTree btree, IModificationOperationCallback modificationCallback,
+                ISearchOperationCallback searchCallback) {
+            this.btree = btree;
+            ctx.setCallbacks(modificationCallback, searchCallback);
+            ctx.reset();
+        }
+
+        @Override
+        public void insert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.INSERT);
+            btree.insert(tuple, ctx);
+        }
+
+        @Override
+        public void update(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.UPDATE);
+            btree.update(tuple, ctx);
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.DELETE);
+            btree.delete(tuple, ctx);
+        }
+
+        @Override
+        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            upsertIfConditionElseInsert(tuple, UnconditionalTupleAcceptor.INSTANCE);
+        }
+
+        public void upsertIfConditionElseInsert(ITupleReference tuple, ITupleAcceptor acceptor)
+                throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.UPSERT);
+            ctx.acceptor = acceptor;
+            btree.upsert(tuple, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor(boolean exclusive) {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new BTreeRangeSearchCursor(leafFrame, exclusive);
+        }
+
+        @Override
+        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                TreeIndexException {
+            ctx.setOperation(IndexOperation.SEARCH);
+            btree.search((ITreeIndexCursor) cursor, searchPred, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createDiskOrderScanCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new TreeIndexDiskOrderScanCursor(leafFrame);
+        }
+
+        @Override
+        public void diskOrderScan(ITreeIndexCursor cursor) throws HyracksDataException {
+            ctx.setOperation(IndexOperation.DISKORDERSCAN);
+            btree.diskOrderScan(cursor, ctx);
+        }
+
+        // TODO: Ideally, this method should not exist. But we need it for
+        // the changing the leafFrame and leafFrameFactory of the op context for
+        // the LSM-BTree to work correctly.
+        public BTreeOpContext getOpContext() {
+            return ctx;
+        }
+
+        public ITreeIndexCursor createCountingSearchCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new BTreeCountingSearchCursor(leafFrame, false);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        return createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex, false);
+    }
+
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws TreeIndexException {
+        try {
+            return new BTreeBulkLoader(fillFactor, verifyInput, appendOnly);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    public class BTreeBulkLoader extends AbstractTreeIndex.AbstractTreeIndexBulkLoader {
+        protected final ISplitKey splitKey;
+        protected final boolean verifyInput;
+
+        public BTreeBulkLoader(float fillFactor, boolean verifyInput, boolean appendOnly) throws TreeIndexException,
+                HyracksDataException {
+            super(fillFactor, appendOnly);
+            this.verifyInput = verifyInput;
+            splitKey = new BTreeSplitKey(leafFrame.getTupleWriter().createTupleReference());
+            splitKey.getTuple().setFieldCount(cmp.getKeyFieldCount());
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                int tupleSize = Math.max(leafFrame.getBytesRequiredToWriteTuple(tuple),
+                        interiorFrame.getBytesRequiredToWriteTuple(tuple));
+                if (tupleSize > maxTupleSize) {
+                    throw new TreeIndexException("Space required for record (" + tupleSize
+                            + ") larger than maximum acceptable size (" + maxTupleSize + ")");
+                }
+
+                NodeFrontier leafFrontier = nodeFrontiers.get(0);
+
+                int spaceNeeded = tupleWriter.bytesRequired(tuple) + slotSize;
+                int spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+
+                // try to free space by compression
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrame.compress();
+                    spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+                }
+                //full, allocate new page
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrontier.lastTuple.resetByTupleIndex(leafFrame, leafFrame.getTupleCount() - 1);
+                    if (verifyInput) {
+                        verifyInputTuple(tuple, leafFrontier.lastTuple);
+                    }
+                    int splitKeySize = tupleWriter.bytesRequired(leafFrontier.lastTuple, 0, cmp.getKeyFieldCount());
+                    splitKey.initData(splitKeySize);
+                    tupleWriter.writeTupleFields(leafFrontier.lastTuple, 0, cmp.getKeyFieldCount(), splitKey
+                            .getBuffer().array(), 0);
+                    splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+                    splitKey.setLeftPage(leafFrontier.pageId);
+
+                    propagateBulk(1, pagesToWrite);
+                    leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+
+                    ((IBTreeLeafFrame) leafFrame).setNextLeaf(leafFrontier.pageId);
+
+                    queue.put(leafFrontier.page);
+                    for (ICachedPage c : pagesToWrite) {
+                        queue.put(c);
+                    }
+                    pagesToWrite.clear();
+
+                    splitKey.setRightPage(leafFrontier.pageId);
+                    leafFrontier.page = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId,
+                            leafFrontier.pageId));
+                    leafFrame.setPage(leafFrontier.page);
+                    leafFrame.initBuffer((byte) 0);
+                } else {
+                    if (verifyInput && leafFrame.getTupleCount() > 0) {
+                        leafFrontier.lastTuple.resetByTupleIndex(leafFrame, leafFrame.getTupleCount() - 1);
+                        verifyInputTuple(tuple, leafFrontier.lastTuple);
+                    }
+                }
+
+                leafFrame.setPage(leafFrontier.page);
+                ((IBTreeLeafFrame) leafFrame).insertSorted(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        protected void verifyInputTuple(ITupleReference tuple, ITupleReference prevTuple) throws IndexException,
+                HyracksDataException {
+            // New tuple should be strictly greater than last tuple.
+            int cmpResult = cmp.compare(tuple, prevTuple);
+            if (cmpResult < 0) {
+                throw new UnsortedInputException("Input stream given to BTree bulk load is not sorted.");
+            }
+            if (cmpResult == 0) {
+                throw new TreeIndexDuplicateKeyException("Input stream given to BTree bulk load has duplicates.");
+            }
+        }
+
+        protected void propagateBulk(int level, List<ICachedPage> pagesToWrite) throws HyracksDataException {
+            if (splitKey.getBuffer() == null)
+                return;
+
+            if (level >= nodeFrontiers.size())
+                addLevel();
+
+            NodeFrontier frontier = nodeFrontiers.get(level);
+            interiorFrame.setPage(frontier.page);
+
+            ITupleReference tuple = splitKey.getTuple();
+            int spaceNeeded = tupleWriter.bytesRequired(tuple, 0, cmp.getKeyFieldCount()) + slotSize + 4;
+            int spaceUsed = interiorFrame.getBuffer().capacity() - interiorFrame.getTotalFreeSpace();
+            if (spaceUsed + spaceNeeded > interiorMaxBytes) {
+
+                ISplitKey copyKey = splitKey.duplicate(leafFrame.getTupleWriter().createTupleReference());
+                tuple = copyKey.getTuple();
+
+                frontier.lastTuple.resetByTupleIndex(interiorFrame, interiorFrame.getTupleCount() - 1);
+                int splitKeySize = tupleWriter.bytesRequired(frontier.lastTuple, 0, cmp.getKeyFieldCount());
+                splitKey.initData(splitKeySize);
+                tupleWriter.writeTupleFields(frontier.lastTuple, 0, cmp.getKeyFieldCount(), splitKey.getBuffer()
+                        .array(), 0);
+                splitKey.getTuple().resetByTupleOffset(splitKey.getBuffer(), 0);
+
+                ((IBTreeInteriorFrame) interiorFrame).deleteGreatest();
+                int finalPageId = freePageManager.getFreePage(metaFrame);
+                bufferCache.setPageDiskId(frontier.page, BufferedFileHandle.getDiskPageId(fileId, finalPageId));
+                pagesToWrite.add(frontier.page);
+                splitKey.setLeftPage(finalPageId);
+
+                propagateBulk(level + 1, pagesToWrite);
+                frontier.page = bufferCache.confiscatePage(BufferCache.INVALID_DPID);
+                interiorFrame.setPage(frontier.page);
+                interiorFrame.initBuffer((byte) level);
+            }
+            ((IBTreeInteriorFrame) interiorFrame).insertSorted(tuple);
+        }
+
+        private void persistFrontiers(int level, int rightPage) throws HyracksDataException {
+            if (level >= nodeFrontiers.size()) {
+                //at root
+                if (appendOnly) {
+                    rootPage = nodeFrontiers.get(level - 1).pageId;
+                }
+                releasedLatches = true;
+                return;
+            }
+            if (level < 1) {
+                ICachedPage lastLeaf = nodeFrontiers.get(level).page;
+                int lastLeafPage = nodeFrontiers.get(level).pageId;
+                setPageDpid(lastLeaf,nodeFrontiers.get(level).pageId);
+                queue.put(lastLeaf);
+                nodeFrontiers.get(level).page = null;
+                persistFrontiers(level + 1, lastLeafPage);
+                return;
+            }
+            NodeFrontier frontier = nodeFrontiers.get(level);
+            interiorFrame.setPage(frontier.page);
+            //just finalize = the layer right above the leaves has correct righthand pointers already
+            if (rightPage < 0) {
+                throw new HyracksDataException("Error in index creation. Internal node appears to have no rightmost guide");
+            }
+            ((IBTreeInteriorFrame) interiorFrame).setRightmostChildPageId(rightPage);
+            int finalPageId = freePageManager.getFreePage(metaFrame);
+            setPageDpid(frontier.page, finalPageId);
+            queue.put(frontier.page);
+            frontier.pageId = finalPageId;
+
+            persistFrontiers(level + 1, finalPageId);
+        }
+
+        @Override
+        public void end() throws HyracksDataException {
+            try{
+                persistFrontiers(0, -1);
+                super.end();
+            } catch ( HyracksDataException | RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            super.handleException();
+        }
+
+        private void setPageDpid(ICachedPage page, int pageId){
+            bufferCache.setPageDiskId(page, BufferedFileHandle.getDiskPageId(fileId,pageId));
+        }
+    }
+
+    @SuppressWarnings("rawtypes")
+    public static String printLeafFrameTuples(IBTreeLeafFrame leafFrame, ISerializerDeserializer[] fieldSerdes)
+            throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        ITreeIndexTupleReference tuple = leafFrame.createTupleReference();
+        for (int i = 0; i < leafFrame.getTupleCount(); i++) {
+            tuple.resetByTupleIndex(leafFrame, i);
+            String tupleString = TupleUtils.printTuple(tuple, fieldSerdes);
+            strBuilder.append(tupleString + " | ");
+        }
+        // Print right link.
+        int rightPageId = leafFrame.getNextLeaf();
+        strBuilder.append("(" + rightPageId + ")");
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public static String printInteriorFrameTuples(IBTreeInteriorFrame interiorFrame,
+            ISerializerDeserializer[] fieldSerdes) throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        ITreeIndexTupleReference tuple = interiorFrame.createTupleReference();
+        for (int i = 0; i < interiorFrame.getTupleCount(); i++) {
+            tuple.resetByTupleIndex(interiorFrame, i);
+            // Print child pointer.
+            int numFields = tuple.getFieldCount();
+            int childPageId = IntegerPointable.getInteger(tuple.getFieldData(numFields - 1),
+                    tuple.getFieldStart(numFields - 1) + tuple.getFieldLength(numFields - 1));
+            strBuilder.append("(" + childPageId + ") ");
+            String tupleString = TupleUtils.printTuple(tuple, fieldSerdes);
+            strBuilder.append(tupleString + " | ");
+        }
+        // Print rightmost pointer.
+        int rightMostChildPageId = interiorFrame.getRightmostChildPageId();
+        strBuilder.append("(" + rightMostChildPageId + ")");
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
new file mode 100644
index 0000000..6e8ab65
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
@@ -0,0 +1,267 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class BTreeCountingSearchCursor implements ITreeIndexCursor {
+
+    private int fileId = -1;
+    private ICachedPage page = null;
+    private IBufferCache bufferCache = null;
+
+    private int tupleIndex = 0;
+    private int stopTupleIndex;
+    private int count = -1;
+
+    private FindTupleMode lowKeyFtm;
+    private FindTupleMode highKeyFtm;
+
+    private FindTupleNoExactMatchPolicy lowKeyFtp;
+    private FindTupleNoExactMatchPolicy highKeyFtp;
+
+    private final IBTreeLeafFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+    private final boolean exclusiveLatchNodes;
+    private boolean isPageDirty;
+
+    private RangePredicate pred;
+    private MultiComparator lowKeyCmp;
+    private MultiComparator highKeyCmp;
+    private ITupleReference lowKey;
+    private ITupleReference highKey;
+
+    // For storing the count.
+    private byte[] countBuf = new byte[4];
+    private ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(1);
+    private ArrayTupleReference countTuple = new ArrayTupleReference();
+
+    public BTreeCountingSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+        this.exclusiveLatchNodes = exclusiveLatchNodes;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+
+        page = ((BTreeCursorInitialState) initialState).getPage();
+        isPageDirty = false;
+        frame.setPage(page);
+
+        pred = (RangePredicate) searchPred;
+        lowKeyCmp = pred.getLowKeyComparator();
+        highKeyCmp = pred.getHighKeyComparator();
+
+        lowKey = pred.getLowKey();
+        highKey = pred.getHighKey();
+
+        // init
+        lowKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.lowKeyInclusive) {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        } else {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        }
+
+        highKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.highKeyInclusive) {
+            highKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        } else {
+            highKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        }
+
+        tupleIndex = getLowKeyIndex();
+        stopTupleIndex = getHighKeyIndex();
+    }
+
+    private void fetchNextLeafPage(int nextLeafPage) throws HyracksDataException {
+        do {
+            ICachedPage nextLeaf = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextLeafPage), false);
+            if (exclusiveLatchNodes) {
+                nextLeaf.acquireWriteLatch();
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                nextLeaf.acquireReadLatch();
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+            page = nextLeaf;
+            isPageDirty = false;
+            frame.setPage(page);
+            nextLeafPage = frame.getNextLeaf();
+        } while (frame.getTupleCount() == 0 && nextLeafPage > 0);
+    }
+
+    private int getLowKeyIndex() throws HyracksDataException {
+        if (lowKey == null) {
+            return 0;
+        }
+        int index = frame.findTupleIndex(lowKey, frameTuple, lowKeyCmp, lowKeyFtm, lowKeyFtp);
+        if (pred.lowKeyInclusive) {
+            index++;
+        } else {
+            if (index < 0) {
+                index = frame.getTupleCount();
+            }
+        }
+        return index;
+    }
+
+    private int getHighKeyIndex() throws HyracksDataException {
+        if (highKey == null) {
+            return frame.getTupleCount() - 1;
+        }
+        int index = frame.findTupleIndex(highKey, frameTuple, highKeyCmp, highKeyFtm, highKeyFtp);
+        if (pred.highKeyInclusive) {
+            if (index < 0) {
+                index = frame.getTupleCount() - 1;
+            } else {
+                index--;
+            }
+        }
+        return index;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        // get the count for the current page
+        // follow the sibling pointer until last page
+        // if no more tuples on a page, then done
+
+        if (count < 0) {
+            count = 0;
+
+            while (stopTupleIndex >= 0 || frame.getTupleCount() == 0) {
+                count += (stopTupleIndex - tupleIndex + 1);
+
+                int nextLeafPage = frame.getNextLeaf();
+                if (nextLeafPage >= 0) {
+                    fetchNextLeafPage(nextLeafPage);
+                } else {
+                    // No more pages. Done counting!
+                    break;
+                }
+
+                tupleIndex = 0;
+                stopTupleIndex = getHighKeyIndex();
+            }
+
+            return true;
+        }
+
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Do nothing. Count is performed just once!
+        IntegerPointable.setInteger(countBuf, 0, count);
+        tupleBuilder.addField(countBuf, 0, 4);
+        countTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+        tupleBuilder.reset();
+        tupleIndex = 0;
+        page = null;
+        isPageDirty = false;
+        pred = null;
+        count = -1;
+    }
+
+    @Override
+    public void reset() {
+        try {
+            close();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return countTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return exclusiveLatchNodes;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        if (exclusiveLatchNodes) {
+            isPageDirty = true;
+        } else {
+            throw new HyracksDataException("This cursor has not been created with the intention to allow updates.");
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java
new file mode 100644
index 0000000..acd8b91
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeCursorInitialState.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class BTreeCursorInitialState implements ICursorInitialState {
+
+    // This is only used by the LSM-RTree
+    private int pageId;
+    private ICachedPage page;
+    private ISearchOperationCallback searchCallback;
+    private MultiComparator originalKeyCmp;
+    private final IIndexAccessor accessor;
+
+    public BTreeCursorInitialState(ICachedPage page, ISearchOperationCallback searchCallback, IIndexAccessor accessor) {
+        this.page = page;
+        this.searchCallback = searchCallback;
+        this.accessor = accessor;
+    }
+
+    public IIndexAccessor getAccessor() {
+        return accessor;
+    }
+
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    public void setPage(ICachedPage page) {
+        this.page = page;
+    }
+
+    public int getPageId() {
+        return pageId;
+    }
+
+    public void setPageId(int pageId) {
+        this.pageId = pageId;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalKeyCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalKeyCmp = originalCmp;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeOpContext.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeOpContext.java
new file mode 100644
index 0000000..8513368
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeOpContext.java
@@ -0,0 +1,236 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import java.util.ArrayDeque;
+import java.util.Deque;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.api.ITupleAcceptor;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.IntArrayList;
+import org.apache.hyracks.storage.am.common.ophelpers.LongArrayList;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class BTreeOpContext implements IIndexOperationContext {
+    private final int INIT_ARRAYLIST_SIZE = 6;
+
+    public IIndexAccessor accessor;
+    public MultiComparator cmp;
+    public ITreeIndexFrameFactory leafFrameFactory;
+    public ITreeIndexFrameFactory interiorFrameFactory;
+    public IBTreeLeafFrame leafFrame;
+    public IBTreeInteriorFrame interiorFrame;
+    public ITreeIndexMetaDataFrame metaFrame;
+    public IndexOperation op;
+    public ITreeIndexCursor cursor;
+    public BTreeCursorInitialState cursorInitialState;
+    public RangePredicate pred;
+    public BTreeSplitKey splitKey;
+    public LongArrayList pageLsns;
+    public IntArrayList smPages;
+    public IntArrayList freePages;
+    public int opRestarts = 0;
+    public boolean exceptionHandled;
+    public IModificationOperationCallback modificationCallback;
+    public ISearchOperationCallback searchCallback;
+    public ITupleAcceptor acceptor;
+    public int smoCount;
+
+    // Debug
+    public final Deque<PageValidationInfo> validationInfos;
+    public final ITreeIndexTupleReference interiorFrameTuple;
+    public final ITreeIndexTupleReference leafFrameTuple;
+
+    public BTreeOpContext(IIndexAccessor accessor, ITreeIndexFrameFactory leafFrameFactory,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexMetaDataFrame metaFrame,
+            IBinaryComparatorFactory[] cmpFactories, IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        this.accessor = accessor;
+
+        if (cmpFactories[0] != null) {
+            //            this.cmp = MultiComparator.createIgnoreFieldLength(cmpFactories);
+            this.cmp = MultiComparator.create(cmpFactories);
+        } else {
+            this.cmp = null;
+        }
+
+        this.leafFrameFactory = leafFrameFactory;
+        this.leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+        if (leafFrame != null && this.cmp != null) {
+            leafFrame.setMultiComparator(cmp);
+        }
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+        if (interiorFrame != null && this.cmp != null) {
+            interiorFrame.setMultiComparator(cmp);
+        }
+        this.metaFrame = metaFrame;
+        this.pageLsns = new LongArrayList(INIT_ARRAYLIST_SIZE, INIT_ARRAYLIST_SIZE);
+        this.smoCount = 0;
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+
+        // Debug
+        this.validationInfos = new ArrayDeque<PageValidationInfo>(INIT_ARRAYLIST_SIZE);
+        this.interiorFrameTuple = interiorFrame.createTupleReference();
+        this.leafFrameTuple = leafFrame.createTupleReference();
+    }
+
+    public void reset() {
+        if (pageLsns != null)
+            pageLsns.clear();
+        if (freePages != null)
+            freePages.clear();
+        if (smPages != null)
+            smPages.clear();
+        opRestarts = 0;
+        smoCount = 0;
+        exceptionHandled = false;
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        if (newOp == IndexOperation.SEARCH || newOp == IndexOperation.DISKORDERSCAN) {
+            if (cursorInitialState == null) {
+                cursorInitialState = new BTreeCursorInitialState(null, searchCallback, accessor);
+            }
+        } else {
+            // Insert, delete, update or upsert operation.
+            if (smPages == null) {
+                smPages = new IntArrayList(INIT_ARRAYLIST_SIZE, INIT_ARRAYLIST_SIZE);
+            }
+            if (freePages == null) {
+                freePages = new IntArrayList(INIT_ARRAYLIST_SIZE, INIT_ARRAYLIST_SIZE);
+            }
+            if (pred == null) {
+                pred = new RangePredicate(null, null, true, true, null, null);
+            }
+            if (splitKey == null) {
+                splitKey = new BTreeSplitKey(leafFrame.getTupleWriter().createTupleReference());
+            }
+        }
+        op = newOp;
+        smoCount = 0;
+        exceptionHandled = false;
+    }
+
+    public IBTreeLeafFrame createLeafFrame() {
+        return (IBTreeLeafFrame) leafFrameFactory.createFrame();
+    }
+
+    public IBTreeInteriorFrame createInteriorFrame() {
+        return (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+    }
+
+    public PageValidationInfo createPageValidationInfo(PageValidationInfo parent) throws HyracksDataException {
+        return new PageValidationInfo(parent);
+    }
+
+    public class PageValidationInfo {
+        public final int numKeyFields;
+
+        public final ArrayTupleBuilder lowRangeBuilder;
+        public final ArrayTupleBuilder highRangeBuilder;
+        public final ArrayTupleReference lowRangeTuple;
+        public final ArrayTupleReference highRangeTuple;
+
+        public boolean isLowRangeNull;
+        public boolean isHighRangeNull;
+
+        public PageValidationInfo() {
+            this.numKeyFields = cmp.getKeyFieldCount();
+            this.lowRangeBuilder = new ArrayTupleBuilder(numKeyFields);
+            this.highRangeBuilder = new ArrayTupleBuilder(numKeyFields);
+            this.lowRangeTuple = new ArrayTupleReference();
+            this.highRangeTuple = new ArrayTupleReference();
+            this.isLowRangeNull = true;
+            this.isHighRangeNull = true;
+        }
+
+        public PageValidationInfo(PageValidationInfo copy) throws HyracksDataException {
+            this();
+            if (copy != null) {
+                propagateLowRangeKey(copy);
+                propagateHighRangeKey(copy);
+            }
+        }
+
+        public void propagateLowRangeKey(PageValidationInfo toPropagate) throws HyracksDataException {
+            isLowRangeNull = toPropagate.isLowRangeNull;
+            if (!isLowRangeNull) {
+                adjustRangeKey(lowRangeBuilder, lowRangeTuple, toPropagate.lowRangeTuple);
+            }
+        }
+
+        public void propagateHighRangeKey(PageValidationInfo toPropagate) throws HyracksDataException {
+            isHighRangeNull = toPropagate.isHighRangeNull;
+            if (!isHighRangeNull) {
+                adjustRangeKey(highRangeBuilder, highRangeTuple, toPropagate.highRangeTuple);
+            }
+        }
+
+        public void adjustLowRangeKey(ITupleReference newLowRangeKey) throws HyracksDataException {
+            isLowRangeNull = newLowRangeKey == null ? true : false;
+            if (!isLowRangeNull) {
+                adjustRangeKey(lowRangeBuilder, lowRangeTuple, newLowRangeKey);
+            }
+        }
+
+        public void adjustHighRangeKey(ITupleReference newHighRangeKey) throws HyracksDataException {
+            isHighRangeNull = newHighRangeKey == null ? true : false;
+            if (!isHighRangeNull) {
+                adjustRangeKey(highRangeBuilder, highRangeTuple, newHighRangeKey);
+            }
+        }
+
+        private void adjustRangeKey(ArrayTupleBuilder builder, ArrayTupleReference tuple, ITupleReference newRangeKey)
+                throws HyracksDataException {
+            TupleUtils.copyTuple(builder, newRangeKey, numKeyFields);
+            tuple.reset(builder.getFieldEndOffsets(), builder.getByteArray());
+        }
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public void setCallbacks(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java
new file mode 100644
index 0000000..3301e37
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeRangeSearchCursor.java
@@ -0,0 +1,325 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class BTreeRangeSearchCursor implements ITreeIndexCursor {
+
+    private final IBTreeLeafFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+    private final boolean exclusiveLatchNodes;
+    private boolean isPageDirty;
+
+    private IBufferCache bufferCache = null;
+    private int fileId = -1;
+
+    private ICachedPage page = null;
+    private int pageId = -1; // This is used by the LSMRTree flush operation
+
+    private int tupleIndex = 0;
+    private int stopTupleIndex;
+
+    private final RangePredicate reusablePredicate;
+    private final ArrayTupleReference reconciliationTuple;
+    private IIndexAccessor accessor;
+    private ISearchOperationCallback searchCb;
+    private MultiComparator originalKeyCmp;
+    private ArrayTupleBuilder tupleBuilder;
+
+    private FindTupleMode lowKeyFtm;
+    private FindTupleMode highKeyFtm;
+    private FindTupleNoExactMatchPolicy lowKeyFtp;
+    private FindTupleNoExactMatchPolicy highKeyFtp;
+
+    private RangePredicate pred;
+    private MultiComparator lowKeyCmp;
+    private MultiComparator highKeyCmp;
+    protected ITupleReference lowKey;
+    private ITupleReference highKey;
+
+    public BTreeRangeSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+        this.exclusiveLatchNodes = exclusiveLatchNodes;
+        this.reusablePredicate = new RangePredicate();
+        this.reconciliationTuple = new ArrayTupleReference();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+
+        tupleIndex = 0;
+        page = null;
+        isPageDirty = false;
+        pred = null;
+    }
+
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    public int getTupleOffset() {
+        return frame.getTupleOffset(tupleIndex - 1);
+    }
+
+    public int getPageId() {
+        return pageId;
+    }
+
+    private void fetchNextLeafPage(int nextLeafPage) throws HyracksDataException {
+        do {
+            ICachedPage nextLeaf = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextLeafPage), false);
+            if (exclusiveLatchNodes) {
+                nextLeaf.acquireWriteLatch();
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                nextLeaf.acquireReadLatch();
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+
+            page = nextLeaf;
+            isPageDirty = false;
+            frame.setPage(page);
+            pageId = nextLeafPage;
+            nextLeafPage = frame.getNextLeaf();
+        } while (frame.getTupleCount() == 0 && nextLeafPage > 0);
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        int nextLeafPage;
+        if (tupleIndex >= frame.getTupleCount()) {
+            nextLeafPage = frame.getNextLeaf();
+            if (nextLeafPage >= 0) {
+                fetchNextLeafPage(nextLeafPage);
+                tupleIndex = 0;
+                stopTupleIndex = getHighKeyIndex();
+                if (stopTupleIndex < 0) {
+                    return false;
+                }
+            } else {
+                return false;
+            }
+        }
+
+        if (tupleIndex > stopTupleIndex) {
+            return false;
+        }
+
+        frameTuple.resetByTupleIndex(frame, tupleIndex);
+        while (true) {
+            if (searchCb.proceed(frameTuple)) {
+                return true;
+            } else {
+                // copy the tuple before we unlatch/unpin
+                if (tupleBuilder == null) {
+                    tupleBuilder = new ArrayTupleBuilder(originalKeyCmp.getKeyFieldCount());
+                }
+                TupleUtils.copyTuple(tupleBuilder, frameTuple, originalKeyCmp.getKeyFieldCount());
+                reconciliationTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+                // unlatch/unpin
+                if (exclusiveLatchNodes) {
+                    page.releaseWriteLatch(isPageDirty);
+                } else {
+                    page.releaseReadLatch();
+                }
+                bufferCache.unpin(page);
+                page = null;
+                isPageDirty = false;
+
+                // reconcile
+                searchCb.reconcile(reconciliationTuple);
+
+                // retraverse the index looking for the reconciled key
+                reusablePredicate.setLowKey(reconciliationTuple, true);
+                try {
+                    accessor.search(this, reusablePredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+
+                if (stopTupleIndex < 0 || tupleIndex > stopTupleIndex) {
+                    return false;
+                }
+
+                // see if we found the tuple we reconciled on
+                frameTuple.resetByTupleIndex(frame, tupleIndex);
+                if (originalKeyCmp.compare(reconciliationTuple, frameTuple) == 0) {
+                    return true;
+                } else {
+                    searchCb.cancel(reconciliationTuple);
+                }
+            }
+        }
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        tupleIndex++;
+    }
+
+    private int getLowKeyIndex() throws HyracksDataException {
+        if (lowKey == null) {
+            return 0;
+        }
+
+        int index = frame.findTupleIndex(lowKey, frameTuple, lowKeyCmp, lowKeyFtm, lowKeyFtp);
+        if (pred.lowKeyInclusive) {
+            index++;
+        } else {
+            if (index < 0) {
+                index = frame.getTupleCount();
+            }
+        }
+
+        return index;
+    }
+
+    private int getHighKeyIndex() throws HyracksDataException {
+        if (highKey == null) {
+            return frame.getTupleCount() - 1;
+        }
+
+        int index = frame.findTupleIndex(highKey, frameTuple, highKeyCmp, highKeyFtm, highKeyFtp);
+        if (pred.highKeyInclusive) {
+            if (index < 0) {
+                index = frame.getTupleCount() - 1;
+            } else {
+                index--;
+            }
+        }
+
+        return index;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch(isPageDirty);
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+        accessor = ((BTreeCursorInitialState) initialState).getAccessor();
+        searchCb = initialState.getSearchOperationCallback();
+        originalKeyCmp = initialState.getOriginalKeyComparator();
+        pageId = ((BTreeCursorInitialState) initialState).getPageId();
+        page = initialState.getPage();
+        isPageDirty = false;
+        frame.setPage(page);
+
+        pred = (RangePredicate) searchPred;
+        lowKeyCmp = pred.getLowKeyComparator();
+        highKeyCmp = pred.getHighKeyComparator();
+        lowKey = pred.getLowKey();
+        highKey = pred.getHighKey();
+
+        reusablePredicate.setLowKeyComparator(originalKeyCmp);
+        reusablePredicate.setHighKeyComparator(pred.getHighKeyComparator());
+        reusablePredicate.setHighKey(pred.getHighKey(), pred.isHighKeyInclusive());
+
+        lowKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.lowKeyInclusive) {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        } else {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        }
+
+        highKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.highKeyInclusive) {
+            highKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        } else {
+            highKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        }
+
+        tupleIndex = getLowKeyIndex();
+        stopTupleIndex = getHighKeyIndex();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        close();
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return exclusiveLatchNodes;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        if (exclusiveLatchNodes) {
+            isPageDirty = true;
+        } else {
+            throw new HyracksDataException("This cursor has not been created with the intention to allow updates.");
+        }
+    }
+
+    public boolean isBloomFilterAware(){
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeSplitKey.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeSplitKey.java
new file mode 100644
index 0000000..f500a1a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/BTreeSplitKey.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public class BTreeSplitKey implements ISplitKey {
+    public final ITreeIndexTupleReference tuple;
+
+    public byte[] data = null;
+    public ByteBuffer buf = null;
+    public int keySize = 0;
+
+    public BTreeSplitKey(ITreeIndexTupleReference tuple) {
+        this.tuple = tuple;
+    }
+
+    public void initData(int keySize) {
+        // try to reuse existing memory from a lower-level split if possible
+        this.keySize = keySize;
+        if (data != null) {
+            if (data.length < keySize + 8) {
+                data = new byte[keySize + 8]; // add 8 for left and right page
+                buf = ByteBuffer.wrap(data);
+            }
+        } else {
+            data = new byte[keySize + 8]; // add 8 for left and right page
+            buf = ByteBuffer.wrap(data);
+        }
+
+        tuple.resetByTupleOffset(buf, 0);
+    }
+
+    public void reset() {
+        data = null;
+        buf = null;
+    }
+
+    public ByteBuffer getBuffer() {
+        return buf;
+    }
+
+    public ITreeIndexTupleReference getTuple() {
+        return tuple;
+    }
+
+    public int getLeftPage() {
+        return buf.getInt(keySize);
+    }
+
+    public int getRightPage() {
+        return buf.getInt(keySize + 4);
+    }
+
+    public void setLeftPage(int leftPage) {
+        buf.putInt(keySize, leftPage);
+    }
+
+    public void setRightPage(int rightPage) {
+        buf.putInt(keySize + 4, rightPage);
+    }
+
+    public void setPages(int leftPage, int rightPage) {
+        buf.putInt(keySize, leftPage);
+        buf.putInt(keySize + 4, rightPage);
+    }
+
+    public BTreeSplitKey duplicate(ITreeIndexTupleReference copyTuple) {
+        BTreeSplitKey copy = new BTreeSplitKey(copyTuple);
+        copy.data = data.clone();
+        copy.buf = ByteBuffer.wrap(copy.data);
+        copy.tuple.setFieldCount(tuple.getFieldCount());
+        copy.tuple.resetByTupleOffset(copy.buf, 0);
+        return copy;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
new file mode 100644
index 0000000..e110370
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixPrefixTupleReference.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.btree.api.IPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+
+public class FieldPrefixPrefixTupleReference extends TypeAwareTupleReference {
+
+    public FieldPrefixPrefixTupleReference(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+    }
+
+    // assumes tuple index refers to prefix tuples
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        BTreeFieldPrefixNSMLeafFrame concreteFrame = (BTreeFieldPrefixNSMLeafFrame) frame;
+        IPrefixSlotManager slotManager = concreteFrame.getSlotManager();
+        int prefixSlotOff = slotManager.getPrefixSlotOff(tupleIndex);
+        int prefixSlot = concreteFrame.getBuffer().getInt(prefixSlotOff);
+        setFieldCount(slotManager.decodeFirstSlotField(prefixSlot));
+        tupleStartOff = slotManager.decodeSecondSlotField(prefixSlot);
+        buf = concreteFrame.getBuffer();
+        resetByTupleOffset(buf, tupleStartOff);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java
new file mode 100644
index 0000000..a1abcad
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixSlotManager.java
@@ -0,0 +1,300 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class FieldPrefixSlotManager implements IPrefixSlotManager {
+
+    public static final int TUPLE_UNCOMPRESSED = 0xFF;
+    public static final int MAX_PREFIX_SLOTS = 0xFE;
+    public static final int GREATEST_KEY_INDICATOR = 0x00FFFFFF;
+    public static final int ERROR_INDICATOR = 0x00FFFFFE;
+
+    private static final int slotSize = 4;
+
+    private ByteBuffer buf;
+    private BTreeFieldPrefixNSMLeafFrame frame;
+    private MultiComparator cmp;
+
+    public int decodeFirstSlotField(int slot) {
+        return (slot & 0xFF000000) >>> 24;
+    }
+
+    public int decodeSecondSlotField(int slot) {
+        return slot & 0x00FFFFFF;
+    }
+
+    public int encodeSlotFields(int firstField, int secondField) {
+        return ((firstField & 0x000000FF) << 24) | (secondField & 0x00FFFFFF);
+    }
+
+    // returns prefix slot number, or TUPLE_UNCOMPRESSED of no match was found
+    public int findPrefix(ITupleReference tuple, ITreeIndexTupleReference framePrefixTuple) throws HyracksDataException {
+        int prefixMid;
+        int prefixBegin = 0;
+        int prefixEnd = frame.getPrefixTupleCount() - 1;
+
+        if (frame.getPrefixTupleCount() > 0) {
+            while (prefixBegin <= prefixEnd) {
+                prefixMid = (prefixBegin + prefixEnd) / 2;
+                framePrefixTuple.resetByTupleIndex(frame, prefixMid);
+                int cmpVal = cmp.fieldRangeCompare(tuple, framePrefixTuple, 0, framePrefixTuple.getFieldCount());
+                if (cmpVal < 0)
+                    prefixEnd = prefixMid - 1;
+                else if (cmpVal > 0)
+                    prefixBegin = prefixMid + 1;
+                else
+                    return prefixMid;
+            }
+        }
+
+        return FieldPrefixSlotManager.TUPLE_UNCOMPRESSED;
+    }
+
+    @Override
+    public int findSlot(ITupleReference searchKey, ITreeIndexTupleReference frameTuple,
+            ITreeIndexTupleReference framePrefixTuple, MultiComparator multiCmp, FindTupleMode mode,
+            FindTupleNoExactMatchPolicy matchPolicy) throws HyracksDataException {
+        if (frame.getTupleCount() <= 0)
+            encodeSlotFields(TUPLE_UNCOMPRESSED, GREATEST_KEY_INDICATOR);
+
+        int prefixMid;
+        int prefixBegin = 0;
+        int prefixEnd = frame.getPrefixTupleCount() - 1;
+        int prefixMatch = TUPLE_UNCOMPRESSED;
+
+        // bounds are inclusive on both ends
+        int tuplePrefixSlotNumLbound = prefixBegin;
+        int tuplePrefixSlotNumUbound = prefixEnd;
+
+        // binary search on the prefix slots to determine upper and lower bounds
+        // for the prefixSlotNums in tuple slots
+        while (prefixBegin <= prefixEnd) {
+            prefixMid = (prefixBegin + prefixEnd) / 2;
+            framePrefixTuple.resetByTupleIndex(frame, prefixMid);
+            int cmp = multiCmp.fieldRangeCompare(searchKey, framePrefixTuple, 0, framePrefixTuple.getFieldCount());
+            if (cmp < 0) {
+                prefixEnd = prefixMid - 1;
+                tuplePrefixSlotNumLbound = prefixMid - 1;
+            } else if (cmp > 0) {
+                prefixBegin = prefixMid + 1;
+                tuplePrefixSlotNumUbound = prefixMid + 1;
+            } else {
+                if (mode == FindTupleMode.EXCLUSIVE) {
+                    if (matchPolicy == FindTupleNoExactMatchPolicy.HIGHER_KEY)
+                        prefixBegin = prefixMid + 1;
+                    else
+                        prefixEnd = prefixMid - 1;
+                } else {
+                    tuplePrefixSlotNumLbound = prefixMid;
+                    tuplePrefixSlotNumUbound = prefixMid;
+                    prefixMatch = prefixMid;
+                }
+
+                break;
+            }
+        }
+
+        int tupleMid = -1;
+        int tupleBegin = 0;
+        int tupleEnd = frame.getTupleCount() - 1;
+
+        // binary search on tuples, guided by the lower and upper bounds on prefixSlotNum
+        while (tupleBegin <= tupleEnd) {
+            tupleMid = (tupleBegin + tupleEnd) / 2;
+            int tupleSlotOff = getTupleSlotOff(tupleMid);
+            int tupleSlot = buf.getInt(tupleSlotOff);
+            int prefixSlotNum = decodeFirstSlotField(tupleSlot);
+
+            int cmp = 0;
+            if (prefixSlotNum == TUPLE_UNCOMPRESSED) {
+                frameTuple.resetByTupleIndex(frame, tupleMid);
+                cmp = multiCmp.compare(searchKey, frameTuple);
+            } else {
+                if (prefixSlotNum < tuplePrefixSlotNumLbound)
+                    cmp = 1;
+                else if (prefixSlotNum > tuplePrefixSlotNumUbound)
+                    cmp = -1;
+                else {
+                    frameTuple.resetByTupleIndex(frame, tupleMid);
+                    cmp = multiCmp.compare(searchKey, frameTuple);
+                }
+            }
+
+            if (cmp < 0)
+                tupleEnd = tupleMid - 1;
+            else if (cmp > 0)
+                tupleBegin = tupleMid + 1;
+            else {
+                if (mode == FindTupleMode.EXCLUSIVE) {
+                    if (matchPolicy == FindTupleNoExactMatchPolicy.HIGHER_KEY)
+                        tupleBegin = tupleMid + 1;
+                    else
+                        tupleEnd = tupleMid - 1;
+                } else {
+                    if (mode == FindTupleMode.EXCLUSIVE_ERROR_IF_EXISTS) {
+                        return encodeSlotFields(prefixMatch, ERROR_INDICATOR);
+                    } else {
+                        return encodeSlotFields(prefixMatch, tupleMid);
+                    }
+                }
+            }
+        }
+
+        if (mode == FindTupleMode.EXACT)
+            return encodeSlotFields(prefixMatch, ERROR_INDICATOR);
+
+        // do final comparison to determine whether the search key is greater
+        // than all keys or in between some existing keys
+        if (matchPolicy == FindTupleNoExactMatchPolicy.HIGHER_KEY) {
+            if (tupleBegin > frame.getTupleCount() - 1)
+                return encodeSlotFields(prefixMatch, GREATEST_KEY_INDICATOR);
+            frameTuple.resetByTupleIndex(frame, tupleBegin);
+            if (multiCmp.compare(searchKey, frameTuple) < 0)
+                return encodeSlotFields(prefixMatch, tupleBegin);
+            else
+                return encodeSlotFields(prefixMatch, GREATEST_KEY_INDICATOR);
+        } else {
+            if (tupleEnd < 0)
+                return encodeSlotFields(prefixMatch, GREATEST_KEY_INDICATOR);
+            frameTuple.resetByTupleIndex(frame, tupleEnd);
+            if (multiCmp.compare(searchKey, frameTuple) > 0)
+                return encodeSlotFields(prefixMatch, tupleEnd);
+            else
+                return encodeSlotFields(prefixMatch, GREATEST_KEY_INDICATOR);
+        }
+    }
+
+    public int getPrefixSlotStartOff() {
+        return buf.capacity() - slotSize;
+    }
+
+    public int getPrefixSlotEndOff() {
+        return buf.capacity() - slotSize * frame.getPrefixTupleCount();
+    }
+
+    public int getTupleSlotStartOff() {
+        return getPrefixSlotEndOff() - slotSize;
+    }
+
+    public int getTupleSlotEndOff() {
+        return buf.capacity() - slotSize * (frame.getPrefixTupleCount() + frame.getTupleCount());
+    }
+
+    public int getSlotSize() {
+        return slotSize;
+    }
+
+    public void setSlot(int offset, int value) {
+        frame.getBuffer().putInt(offset, value);
+    }
+
+    public int insertSlot(int slot, int tupleOff) {
+        int slotNum = decodeSecondSlotField(slot);
+        if (slotNum == ERROR_INDICATOR) {
+            System.out.println("WOW BIG PROBLEM!");
+        }
+        if (slotNum == GREATEST_KEY_INDICATOR) {
+            int slotOff = getTupleSlotEndOff() - slotSize;
+            int newSlot = encodeSlotFields(decodeFirstSlotField(slot), tupleOff);
+            setSlot(slotOff, newSlot);
+            return newSlot;
+        } else {
+            int slotEndOff = getTupleSlotEndOff();
+            int slotOff = getTupleSlotOff(slotNum);
+            int length = (slotOff - slotEndOff) + slotSize;
+            System.arraycopy(frame.getBuffer().array(), slotEndOff, frame.getBuffer().array(), slotEndOff - slotSize,
+                    length);
+
+            int newSlot = encodeSlotFields(decodeFirstSlotField(slot), tupleOff);
+            setSlot(slotOff, newSlot);
+            return newSlot;
+        }
+    }
+
+    public int getPrefixSlotOff(int tupleIndex) {
+        return getPrefixSlotStartOff() - tupleIndex * slotSize;
+    }
+
+    public int getTupleSlotOff(int tupleIndex) {
+        return getTupleSlotStartOff() - tupleIndex * slotSize;
+    }
+
+    public void setPrefixSlot(int tupleIndex, int slot) {
+        buf.putInt(getPrefixSlotOff(tupleIndex), slot);
+    }
+
+    @Override
+    public int getGreatestKeyIndicator() {
+        return GREATEST_KEY_INDICATOR;
+    }
+
+    @Override
+    public int getErrorIndicator() {
+        return ERROR_INDICATOR;
+    }
+
+    @Override
+    public void setFrame(ITreeIndexFrame frame) {
+        this.frame = (BTreeFieldPrefixNSMLeafFrame) frame;
+        this.buf = frame.getBuffer();
+    }
+
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    @Override
+    public int getSlotStartOff() {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    @Override
+    public int getSlotEndOff() {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    @Override
+    public int getTupleOff(int slotOff) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    @Override
+    public int getSlotOff(int tupleIndex) {
+        throw new UnsupportedOperationException("Not implemented.");
+    }
+
+    public void setMultiComparator(MultiComparator cmp) {
+        this.cmp = cmp;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java
new file mode 100644
index 0000000..a249fbb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/FieldPrefixTupleReference.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.storage.am.btree.api.IPrefixSlotManager;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public class FieldPrefixTupleReference implements ITreeIndexTupleReference {
+
+    private final ITreeIndexTupleReference helperTuple;
+
+    private BTreeFieldPrefixNSMLeafFrame frame;
+    private int prefixTupleStartOff;
+    private int suffixTupleStartOff;
+    private int numPrefixFields;
+    private int fieldCount;
+
+    public FieldPrefixTupleReference(ITreeIndexTupleReference helperTuple) {
+        this.helperTuple = helperTuple;
+        this.fieldCount = helperTuple.getFieldCount();
+    }
+
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        this.frame = (BTreeFieldPrefixNSMLeafFrame) frame;
+        IPrefixSlotManager slotManager = this.frame.getSlotManager();
+        int tupleSlotOff = slotManager.getTupleSlotOff(tupleIndex);
+        int tupleSlot = this.frame.getBuffer().getInt(tupleSlotOff);
+        int prefixSlotNum = slotManager.decodeFirstSlotField(tupleSlot);
+        suffixTupleStartOff = slotManager.decodeSecondSlotField(tupleSlot);
+
+        if (prefixSlotNum != FieldPrefixSlotManager.TUPLE_UNCOMPRESSED) {
+            int prefixSlotOff = slotManager.getPrefixSlotOff(prefixSlotNum);
+            int prefixSlot = this.frame.getBuffer().getInt(prefixSlotOff);
+            numPrefixFields = slotManager.decodeFirstSlotField(prefixSlot);
+            prefixTupleStartOff = slotManager.decodeSecondSlotField(prefixSlot);
+        } else {
+            numPrefixFields = 0;
+            prefixTupleStartOff = -1;
+        }
+    }
+
+    @Override
+    public void setFieldCount(int fieldCount) {
+        this.fieldCount = fieldCount;
+    }
+
+    @Override
+    public void setFieldCount(int fieldStartIndex, int fieldCount) {
+        throw new UnsupportedOperationException("Not supported.");
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return frame.getBuffer().array();
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        if (fIdx < numPrefixFields) {
+            helperTuple.setFieldCount(numPrefixFields);
+            helperTuple.resetByTupleOffset(frame.getBuffer(), prefixTupleStartOff);
+            return helperTuple.getFieldLength(fIdx);
+        } else {
+            helperTuple.setFieldCount(numPrefixFields, fieldCount - numPrefixFields);
+            helperTuple.resetByTupleOffset(frame.getBuffer(), suffixTupleStartOff);
+            return helperTuple.getFieldLength(fIdx - numPrefixFields);
+        }
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        if (fIdx < numPrefixFields) {
+            helperTuple.setFieldCount(numPrefixFields);
+            helperTuple.resetByTupleOffset(frame.getBuffer(), prefixTupleStartOff);
+            return helperTuple.getFieldStart(fIdx);
+        } else {
+            helperTuple.setFieldCount(numPrefixFields, fieldCount - numPrefixFields);
+            helperTuple.resetByTupleOffset(frame.getBuffer(), suffixTupleStartOff);
+            return helperTuple.getFieldStart(fIdx - numPrefixFields);
+        }
+    }
+
+    // unsupported operation
+    @Override
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOffset) {
+        throw new UnsupportedOperationException("Resetting this type of frame by offset is not supported.");
+    }
+
+    @Override
+    public int getTupleSize() {
+        return getSuffixTupleSize() + getPrefixTupleSize();
+    }
+
+    public int getSuffixTupleSize() {
+        helperTuple.setFieldCount(numPrefixFields, fieldCount - numPrefixFields);
+        helperTuple.resetByTupleOffset(frame.getBuffer(), suffixTupleStartOff);
+        return helperTuple.getTupleSize();
+    }
+
+    public int getPrefixTupleSize() {
+        if (numPrefixFields == 0)
+            return 0;
+        helperTuple.setFieldCount(numPrefixFields);
+        helperTuple.resetByTupleOffset(frame.getBuffer(), prefixTupleStartOff);
+        return helperTuple.getTupleSize();
+    }
+
+    public int getNumPrefixFields() {
+        return numPrefixFields;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/NodeFrontier.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/NodeFrontier.java
new file mode 100644
index 0000000..71db087
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/NodeFrontier.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class NodeFrontier {
+    public ICachedPage page;
+    public int pageId;
+    public ITreeIndexTupleReference lastTuple;
+
+    public NodeFrontier(ITreeIndexTupleReference lastTuple) {
+        this.lastTuple = lastTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/RangePredicate.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/RangePredicate.java
new file mode 100644
index 0000000..f1a411b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/RangePredicate.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class RangePredicate extends AbstractSearchPredicate {
+
+    private static final long serialVersionUID = 1L;
+
+    protected ITupleReference lowKey = null;
+    protected ITupleReference highKey = null;
+    protected boolean lowKeyInclusive = true;
+    protected boolean highKeyInclusive = true;
+    protected MultiComparator lowKeyCmp;
+    protected MultiComparator highKeyCmp;
+
+    public RangePredicate() {
+
+    }
+
+    public RangePredicate(ITupleReference lowKey, ITupleReference highKey, boolean lowKeyInclusive,
+            boolean highKeyInclusive, MultiComparator lowKeyCmp, MultiComparator highKeyCmp) {
+        this.lowKey = lowKey;
+        this.highKey = highKey;
+        this.lowKeyInclusive = lowKeyInclusive;
+        this.highKeyInclusive = highKeyInclusive;
+        this.lowKeyCmp = lowKeyCmp;
+        this.highKeyCmp = highKeyCmp;
+    }
+
+    public RangePredicate(ITupleReference lowKey, ITupleReference highKey, boolean lowKeyInclusive,
+            boolean highKeyInclusive, MultiComparator lowKeyCmp, MultiComparator highKeyCmp,
+            ITupleReference minFilterTuple, ITupleReference maxFilterTuple) {
+        super(minFilterTuple, maxFilterTuple);
+        this.lowKey = lowKey;
+        this.highKey = highKey;
+        this.lowKeyInclusive = lowKeyInclusive;
+        this.highKeyInclusive = highKeyInclusive;
+        this.lowKeyCmp = lowKeyCmp;
+        this.highKeyCmp = highKeyCmp;
+    }
+
+    public void reset(ITupleReference lowKey, ITupleReference highKey, boolean lowKeyInclusive,
+            boolean highKeyInclusive, MultiComparator lowKeyCmp, MultiComparator highKeyCmp) {
+        this.lowKey = lowKey;
+        this.highKey = highKey;
+        this.lowKeyInclusive = lowKeyInclusive;
+        this.highKeyInclusive = highKeyInclusive;
+        this.lowKeyCmp = lowKeyCmp;
+        this.highKeyCmp = highKeyCmp;
+    }
+
+    @Override
+    public MultiComparator getLowKeyComparator() {
+        return lowKeyCmp;
+    }
+
+    @Override
+    public MultiComparator getHighKeyComparator() {
+        return highKeyCmp;
+    }
+
+    public void setLowKeyComparator(MultiComparator lowKeyCmp) {
+        this.lowKeyCmp = lowKeyCmp;
+    }
+
+    public void setHighKeyComparator(MultiComparator highKeyCmp) {
+        this.highKeyCmp = highKeyCmp;
+    }
+
+    @Override
+    public ITupleReference getLowKey() {
+        return lowKey;
+    }
+
+    public ITupleReference getHighKey() {
+        return highKey;
+    }
+
+    public void setLowKey(ITupleReference lowKey, boolean lowKeyInclusive) {
+        this.lowKey = lowKey;
+        this.lowKeyInclusive = lowKeyInclusive;
+    }
+
+    public void setHighKey(ITupleReference highKey, boolean highKeyInclusive) {
+        this.highKey = highKey;
+        this.highKeyInclusive = highKeyInclusive;
+    }
+
+    public boolean isLowKeyInclusive() {
+        return lowKeyInclusive;
+    }
+
+    public boolean isHighKeyInclusive() {
+        return highKeyInclusive;
+    }
+
+    public void setLowKey(ITupleReference lowKey) {
+        this.lowKey = lowKey;
+    }
+
+    public void setHighKey(ITupleReference highKey) {
+        this.highKey = highKey;
+    }
+
+    public void setLowKeyCmp(MultiComparator lowKeyCmp) {
+        this.lowKeyCmp = lowKeyCmp;
+    }
+
+    public void setHighKeyCmp(MultiComparator highKeyCmp) {
+        this.highKeyCmp = highKeyCmp;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java
new file mode 100644
index 0000000..b3e0b71
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/impls/UnconditionalTupleAcceptor.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.ITupleAcceptor;
+
+public enum UnconditionalTupleAcceptor implements ITupleAcceptor {
+    INSTANCE;
+
+    @Override
+    public boolean accept(ITupleReference tuple) {
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java
new file mode 100644
index 0000000..7c2abb1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/main/java/org/apache/hyracks/storage/am/btree/util/BTreeUtils.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.util;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class BTreeUtils {
+    public static BTree createBTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, BTreeLeafFrameType leafType,
+            FileReference file) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IMetaDataPageManager freePageManager;
+        freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+        BTree btree = new BTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
+        return btree;
+    }
+
+    public static BTree createBTree(IBufferCache bufferCache, IMetaDataPageManager freePageManager,
+            IFileMapProvider fileMapProvider, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            BTreeLeafFrameType leafType, FileReference file) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        BTree btree = new BTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
+        return btree;
+    }
+
+    // Creates a new MultiComparator by constructing new IBinaryComparators.
+    public static MultiComparator getSearchMultiComparator(IBinaryComparatorFactory[] cmpFactories,
+            ITupleReference searchKey) {
+        if (searchKey == null || cmpFactories.length == searchKey.getFieldCount()) {
+            return MultiComparator.create(cmpFactories);
+        }
+        IBinaryComparator[] newCmps = new IBinaryComparator[searchKey.getFieldCount()];
+        for (int i = 0; i < searchKey.getFieldCount(); i++) {
+            newCmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        return new MultiComparator(newCmps);
+    }
+
+    public static ITreeIndexFrameFactory getLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            BTreeLeafFrameType leafType) throws BTreeException {
+        switch (leafType) {
+            case REGULAR_NSM: {
+                return new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+            }
+            case FIELD_PREFIX_COMPRESSED_NSM: {
+                return new BTreeFieldPrefixNSMLeafFrameFactory(tupleWriterFactory);
+            }
+            default: {
+                throw new BTreeException("Unknown BTreeLeafFrameType: " + leafType.toString());
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java b/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java
new file mode 100644
index 0000000..6fc26a7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-btree/src/test/java/org/apache/hyracks/storage/am/btree/test/FramewriterTest.java
@@ -0,0 +1,582 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree.test;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.IFrameTupleAppender;
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorNodePushable;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.BeforeClass;
+import org.junit.Test;
+import org.junit.runner.RunWith;
+import org.mockito.Matchers;
+import org.mockito.Mockito;
+import org.mockito.invocation.InvocationOnMock;
+import org.mockito.stubbing.Answer;
+import org.powermock.api.mockito.PowerMockito;
+import org.powermock.core.classloader.annotations.PrepareForTest;
+import org.powermock.modules.junit4.PowerMockRunner;
+
+@RunWith(PowerMockRunner.class)
+@PrepareForTest({ BTreeUtils.class, FrameTupleAccessor.class, ArrayTupleBuilder.class,
+        IndexSearchOperatorNodePushable.class, FrameUtils.class, FrameTupleAppender.class })
+public class FramewriterTest {
+
+    private CountAnswer openException = new CountAndThrowException("Exception in open()");
+    private CountAnswer nextFrameException = new CountAndThrowException("Exception in nextFrame()");
+    private CountAnswer failException = new CountAndThrowException("Exception in fail()");
+    private CountAnswer closeException = new CountAndThrowException("Exception in close()");
+    private CountAnswer openError = new CountAndThrowError("Exception in open()");
+    private CountAnswer nextFrameError = new CountAndThrowError("Exception in nextFrame()");
+    private CountAnswer failError = new CountAndThrowError("Exception in fail()");
+    private CountAnswer closeError = new CountAndThrowError("Exception in close()");
+    private CountAnswer openNormal = new CountAnswer();
+    private CountAnswer nextFrameNormal = new CountAnswer();
+    private CountAnswer failNormal = new CountAnswer();
+    private CountAnswer closeNormal = new CountAnswer();
+
+    private int successes = 0;
+    private int failures = 0;
+    private static final int BUFFER_SIZE = 32000;
+    private static final int RECORDS_PER_FRAME = 3;
+    public static ByteBuffer EMPTY_BUFFER = ByteBuffer.allocate(BUFFER_SIZE);
+    private static final int NUMBER_OF_APPENDERS = 2;
+    public int counter = 0;
+
+    public boolean validate(boolean finished) {
+        // get number of open calls
+        int openCount = openException.getCallCount() + openNormal.getCallCount() + openError.getCallCount();
+        int nextFrameCount = nextFrameException.getCallCount() + nextFrameNormal.getCallCount()
+                + nextFrameError.getCallCount();
+        int failCount = failException.getCallCount() + failNormal.getCallCount() + failError.getCallCount();
+        int closeCount = closeException.getCallCount() + closeNormal.getCallCount() + closeError.getCallCount();
+
+        if (failCount > 1 || closeCount > 1 || openCount > 1) {
+            failures++;
+            return false;
+        }
+        if (openCount == 0 && (nextFrameCount > 0 || failCount > 0 || closeCount > 0)) {
+            failures++;
+            return false;
+        }
+        if (finished) {
+            if (closeCount == 0 && (nextFrameCount > 0 || failCount > 0 || openCount > 0)) {
+                failures++;
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @BeforeClass
+    public static void setUpBeforeClass() throws Exception {
+    }
+
+    public MultiComparator mockMultiComparator() {
+        MultiComparator mc = Mockito.mock(MultiComparator.class);
+        return mc;
+    }
+
+    @Before
+    public void setUp() throws Exception {
+        // Mock static methods
+        PowerMockito.mockStatic(BTreeUtils.class);
+        PowerMockito.when(BTreeUtils.getSearchMultiComparator(Matchers.any(), Matchers.any()))
+                .thenReturn(mockMultiComparator());
+        PowerMockito.mockStatic(FrameUtils.class);
+
+        // Custom implementation for FrameUtils that push to next frame immediately
+        PowerMockito.when(
+                FrameUtils.appendToWriter(Matchers.any(IFrameWriter.class), Matchers.any(IFrameTupleAppender.class),
+                        Matchers.any(IFrameTupleAccessor.class), Matchers.anyInt(), Matchers.anyInt()))
+                .thenAnswer(new Answer<Integer>() {
+                    @Override
+                    public Integer answer(InvocationOnMock invocation) throws Throwable {
+                        Object[] args = invocation.getArguments();
+                        IFrameWriter writer = (IFrameWriter) args[0];
+                        writer.nextFrame(EMPTY_BUFFER);
+                        return BUFFER_SIZE;
+                    }
+                });
+
+        // create global mock for FrameTupleAccessor, ArrayTupleBuilder
+        FrameTupleAccessor frameAccessor = Mockito.mock(FrameTupleAccessor.class);
+        Mockito.when(frameAccessor.getTupleCount()).thenReturn(RECORDS_PER_FRAME);
+
+        // Global custom implementations for FrameTupleAppender
+        // since we have two appenders, then we need to test each test twice
+        FrameTupleAppender[] appenders = mockAppenders();
+
+        // Mock all instances of a class <Note that you need to prepare the class calling this constructor as well>
+        PowerMockito.whenNew(FrameTupleAccessor.class).withAnyArguments().thenReturn(frameAccessor);
+        PowerMockito.whenNew(FrameTupleAppender.class).withAnyArguments().thenAnswer(new Answer<FrameTupleAppender>() {
+            @Override
+            public FrameTupleAppender answer(InvocationOnMock invocation) throws Throwable {
+                counter++;
+                if (counter % 2 == 1) {
+                    return appenders[0];
+                }
+                return appenders[1];
+            }
+        });
+    }
+
+    public static FrameTupleAppender[] mockAppenders() throws HyracksDataException {
+        FrameTupleAppender[] appenders = new FrameTupleAppender[2];
+        appenders[0] = Mockito.mock(FrameTupleAppender.class);
+        Mockito.doAnswer(new Answer<Object>() {
+            @Override
+            public Object answer(InvocationOnMock invocation) throws Throwable {
+                Object[] args = invocation.getArguments();
+                IFrameWriter writer = (IFrameWriter) args[0];
+                writer.nextFrame(EMPTY_BUFFER);
+                return null;
+            }
+        }).when(appenders[0]).write(Matchers.any(IFrameWriter.class), Matchers.anyBoolean());
+
+        appenders[1] = Mockito.mock(FrameTupleAppender.class);
+        Mockito.doAnswer(new Answer<Object>() {
+            @Override
+            public Object answer(InvocationOnMock invocation) throws Throwable {
+                throw new HyracksDataException("couldn't flush frame");
+            }
+        }).when(appenders[1]).write(Matchers.any(IFrameWriter.class), Matchers.anyBoolean());
+
+        return appenders;
+    }
+
+    @AfterClass
+    public static void tearDownAfterClass() throws Exception {
+    }
+
+    private void resetAllCounters() {
+        openException.reset();
+        nextFrameException.reset();
+        failException.reset();
+        closeException.reset();
+        openNormal.reset();
+        nextFrameNormal.reset();
+        failNormal.reset();
+        closeNormal.reset();
+        openError.reset();
+        nextFrameError.reset();
+        failError.reset();
+        closeError.reset();
+    }
+
+    @Test
+    public void test() {
+        try {
+            testBTreeSearchOperatorNodePushable();
+        } catch (Throwable th) {
+            th.printStackTrace();
+        }
+        System.out.println("Number of passed tests: " + successes);
+        System.out.println("Number of failed tests: " + failures);
+        Assert.assertEquals(failures, 0);
+    }
+
+    private void testBTreeSearchOperatorNodePushable() throws Exception {
+        /*
+         * coverage
+         * in open(){
+         *  writer.open() succeeds vs. throws exception vs. throws error
+         *   indexHelper.open() succeeds vs. throws exception
+         *    createAccessor() succeeds vs. throws exception
+         * }
+         * in nextFrame(){
+         *  indexAccessor.search succeeds vs. throws exception
+         *   writeSearchResults succeeds vs. throws exception vs. throws error
+         * }
+         * in fail(){
+         *  writer.fail() succeeds, throws exception, or throws error
+         * }
+         * in close(){
+         *  appender.close() succeeds, throws exception, or throws error
+         * }
+         */
+        int i = 0;
+        counter = 0;
+        while (i < NUMBER_OF_APPENDERS) {
+            i++;
+            ByteBuffer buffer = mockByteBuffer();
+            IFrameWriter[] outPutFrameWriters = createOutputWriters();
+            for (IFrameWriter outputWriter : outPutFrameWriters) {
+                IFrameWriter[] underTest = createWriters();
+                for (IFrameWriter writer : underTest) {
+                    ((AbstractUnaryOutputOperatorNodePushable) writer).setOutputFrameWriter(0, outputWriter,
+                            mockRecordDescriptor());
+                    testWriter(writer, buffer);
+                }
+            }
+            counter = i;
+        }
+    }
+
+    private ByteBuffer mockByteBuffer() {
+        return ByteBuffer.allocate(BUFFER_SIZE);
+    }
+
+    /**
+     * @return a list of writers to test. these writers can be of the same type but behave differently based on included mocks
+     * @throws HyracksDataException
+     * @throws IndexException
+     */
+    public IFrameWriter[] createWriters() throws HyracksDataException, IndexException {
+        ArrayList<BTreeSearchOperatorNodePushable> writers = new ArrayList<BTreeSearchOperatorNodePushable>();
+        AbstractTreeIndexOperatorDescriptor[] opDescs = mockIndexOpDesc();
+        IRecordDescriptorProvider[] recordDescProviders = mockRecDescProviders();
+        int partition = 0;
+        IHyracksTaskContext[] ctxs = mockIHyracksTaskContext();
+        int[] keys = { 0 };
+        boolean lowKeyInclusive = true;
+        boolean highKeyInclusive = true;
+        for (AbstractTreeIndexOperatorDescriptor opDesc : opDescs) {
+            for (IRecordDescriptorProvider recordDescProvider : recordDescProviders) {
+                for (IHyracksTaskContext ctx : ctxs) {
+                    BTreeSearchOperatorNodePushable writer = new BTreeSearchOperatorNodePushable(opDesc, ctx, partition,
+                            recordDescProvider, keys, keys, lowKeyInclusive, highKeyInclusive, keys, keys);
+                    writers.add(writer);
+                }
+            }
+        }
+        // Create the framewriter using the mocks
+        return writers.toArray(new IFrameWriter[writers.size()]);
+    }
+
+    private IHyracksTaskContext[] mockIHyracksTaskContext() throws HyracksDataException {
+        IHyracksTaskContext ctx = Mockito.mock(IHyracksTaskContext.class);
+        Mockito.when(ctx.allocateFrame()).thenReturn(mockByteBuffer());
+        Mockito.when(ctx.allocateFrame(Mockito.anyInt())).thenReturn(mockByteBuffer());
+        Mockito.when(ctx.getInitialFrameSize()).thenReturn(BUFFER_SIZE);
+        Mockito.when(ctx.reallocateFrame(Mockito.any(), Mockito.anyInt(), Mockito.anyBoolean()))
+                .thenReturn(mockByteBuffer());
+        return new IHyracksTaskContext[] { ctx };
+    }
+
+    private IRecordDescriptorProvider[] mockRecDescProviders() {
+        RecordDescriptor rDesc = mockRecordDescriptor();
+        IRecordDescriptorProvider rDescProvider = Mockito.mock(IRecordDescriptorProvider.class);
+        Mockito.when(rDescProvider.getInputRecordDescriptor(Mockito.any(), Mockito.anyInt())).thenReturn(rDesc);
+        Mockito.when(rDescProvider.getOutputRecordDescriptor(Mockito.any(), Mockito.anyInt())).thenReturn(rDesc);
+        return new IRecordDescriptorProvider[] { rDescProvider };
+    }
+
+    @SuppressWarnings("rawtypes")
+    private RecordDescriptor mockRecordDescriptor() {
+        ISerializerDeserializer serde = Mockito.mock(ISerializerDeserializer.class);
+        RecordDescriptor rDesc = new RecordDescriptor(new ISerializerDeserializer[] { serde });
+        return rDesc;
+    }
+
+    public ITreeIndex[] mockIndexes() throws HyracksDataException, IndexException {
+        IIndexAccessor[] indexAccessors = mockIndexAccessors();
+        ITreeIndex[] indexes = new ITreeIndex[indexAccessors.length * 2];
+        int j = 0;
+        for (int i = 0; i < indexAccessors.length; i++) {
+            indexes[j] = Mockito.mock(ITreeIndex.class);
+            Mockito.when(indexes[j].createAccessor(Mockito.any(), Mockito.any())).thenReturn(indexAccessors[i]);
+            j++;
+            indexes[j] = Mockito.mock(ITreeIndex.class);
+            Mockito.when(indexes[j].createAccessor(Mockito.any(), Mockito.any()))
+                    .thenThrow(new HyracksDataException("failed to create accessor"));
+            j++;
+        }
+        return indexes;
+    }
+
+    private IIndexAccessor[] mockIndexAccessors() throws HyracksDataException, IndexException {
+        IIndexCursor[] cursors = mockIndexCursors();
+        IIndexAccessor[] accessors = new IIndexAccessor[cursors.length * 2];
+        int j = 0;
+        for (int i = 0; i < cursors.length; i++) {
+            IIndexCursor cursor = cursors[i];
+            IIndexAccessor accessor = Mockito.mock(IIndexAccessor.class);
+            Mockito.when(accessor.createSearchCursor(Matchers.anyBoolean())).thenReturn(cursor);
+            accessors[j] = accessor;
+            j++;
+            accessor = Mockito.mock(IIndexAccessor.class);
+            Mockito.when(accessor.createSearchCursor(Matchers.anyBoolean())).thenReturn(cursor);
+            Mockito.doAnswer(new Answer<Object>() {
+                private int k = 0;
+
+                @Override
+                public Object answer(InvocationOnMock invocation) throws Throwable {
+                    k++;
+                    if (k % 2 == 0) {
+                        throw new HyracksDataException("Couldn't search index");
+                    }
+                    return null;
+                }
+            }).when(accessor).search(Matchers.any(), Matchers.any());
+            accessors[j] = accessor;
+            j++;
+        }
+
+        return accessors;
+    }
+
+    private IIndexCursor[] mockIndexCursors() throws HyracksDataException, IndexException {
+        ITupleReference[] tuples = mockTuples();
+        IIndexCursor[] cursors = new IIndexCursor[tuples.length * 2];
+        int j = 0;
+        for (int i = 0; i < tuples.length; i++) {
+            IIndexCursor cursor = Mockito.mock(IIndexCursor.class);
+            Mockito.when(cursor.hasNext()).thenReturn(true, true, false);
+            Mockito.when(cursor.getTuple()).thenReturn(tuples[i]);
+            cursors[j] = cursor;
+            j++;
+            cursor = Mockito.mock(IIndexCursor.class);
+            Mockito.when(cursor.hasNext()).thenReturn(true, true, false);
+            Mockito.when(cursor.getTuple()).thenReturn(tuples[i]);
+            Mockito.doThrow(new HyracksDataException("Failed to close cursor")).when(cursor).close();
+            cursors[j] = cursor;
+            j++;
+        }
+        return cursors;
+    }
+
+    private ITupleReference[] mockTuples() {
+        ITupleReference tuple = Mockito.mock(ITupleReference.class);
+        return new ITupleReference[] { tuple };
+    }
+
+    public IIndexDataflowHelper[] mockIndexHelpers() throws HyracksDataException, IndexException {
+        ITreeIndex[] indexes = mockIndexes();
+        IIndexDataflowHelper[] indexHelpers = new IIndexDataflowHelper[indexes.length * 2];
+        int j = 0;
+        for (int i = 0; i < indexes.length; i++) {
+            // normal
+            indexHelpers[j] = Mockito.mock(IIndexDataflowHelper.class);
+            Mockito.when(indexHelpers[j].getIndexInstance()).thenReturn(indexes[i]);
+
+            // throws exception when opened
+            j++;
+            indexHelpers[j] = Mockito.mock(IIndexDataflowHelper.class);
+            Mockito.doThrow(new HyracksDataException("couldn't open index")).when(indexHelpers[j]).open();
+            Mockito.when(indexHelpers[j].getIndexInstance()).thenReturn(null);
+
+            j++;
+        }
+        return indexHelpers;
+    }
+
+    public IIndexDataflowHelperFactory[] mockIndexHelperFactories() throws HyracksDataException, IndexException {
+        IIndexDataflowHelper[] helpers = mockIndexHelpers();
+        IIndexDataflowHelperFactory[] indexHelperFactories = new IIndexDataflowHelperFactory[helpers.length];
+        for (int i = 0; i < helpers.length; i++) {
+            indexHelperFactories[i] = Mockito.mock(IIndexDataflowHelperFactory.class);
+            Mockito.when(
+                    indexHelperFactories[i].createIndexDataflowHelper(Mockito.any(), Mockito.any(), Mockito.anyInt()))
+                    .thenReturn(helpers[i]);
+        }
+        return indexHelperFactories;
+    }
+
+    public AbstractTreeIndexOperatorDescriptor[] mockIndexOpDesc() throws HyracksDataException, IndexException {
+        IIndexDataflowHelperFactory[] indexDataflowHelperFactories = mockIndexHelperFactories();
+        ISearchOperationCallbackFactory[] searchOpCallbackFactories = mockSearchOpCallbackFactories();
+        AbstractTreeIndexOperatorDescriptor[] opDescs = new AbstractTreeIndexOperatorDescriptor[indexDataflowHelperFactories.length
+                * searchOpCallbackFactories.length];
+        int k = 0;
+        for (int i = 0; i < indexDataflowHelperFactories.length; i++) {
+            for (int j = 0; j < searchOpCallbackFactories.length; j++) {
+                AbstractTreeIndexOperatorDescriptor opDesc = Mockito.mock(AbstractTreeIndexOperatorDescriptor.class);
+                Mockito.when(opDesc.getIndexDataflowHelperFactory()).thenReturn(indexDataflowHelperFactories[i]);
+                Mockito.when(opDesc.getRetainInput()).thenReturn(false);
+                Mockito.when(opDesc.getRetainNull()).thenReturn(false);
+                Mockito.when(opDesc.getSearchOpCallbackFactory()).thenReturn(searchOpCallbackFactories[j]);
+                opDescs[k] = opDesc;
+                k++;
+            }
+        }
+        return opDescs;
+    }
+
+    private ISearchOperationCallbackFactory[] mockSearchOpCallbackFactories() throws HyracksDataException {
+        ISearchOperationCallback searchOpCallback = mockSearchOpCallback();
+        ISearchOperationCallbackFactory searchOpCallbackFactory = Mockito.mock(ISearchOperationCallbackFactory.class);
+        Mockito.when(searchOpCallbackFactory.createSearchOperationCallback(Mockito.anyLong(), Mockito.any()))
+                .thenReturn(searchOpCallback);
+        return new ISearchOperationCallbackFactory[] { searchOpCallbackFactory };
+    }
+
+    private ISearchOperationCallback mockSearchOpCallback() {
+        ISearchOperationCallback opCallback = Mockito.mock(ISearchOperationCallback.class);
+        return opCallback;
+    }
+
+    public class CountAnswer implements Answer<Object> {
+        protected int count = 0;
+
+        @Override
+        public Object answer(InvocationOnMock invocation) throws Throwable {
+            count++;
+            return null;
+        }
+
+        public int getCallCount() {
+            return count;
+        }
+
+        public void reset() {
+            count = 0;
+        }
+    }
+
+    public class CountAndThrowException extends CountAnswer {
+        private String errorMessage;
+
+        public CountAndThrowException(String errorMessage) {
+            this.errorMessage = errorMessage;
+        }
+
+        @Override
+        public Object answer(InvocationOnMock invocation) throws Throwable {
+            count++;
+            throw new HyracksDataException(errorMessage);
+        }
+    }
+
+    public class CountAndThrowError extends CountAnswer {
+        private String errorMessage;
+
+        public CountAndThrowError(String errorMessage) {
+            this.errorMessage = errorMessage;
+        }
+
+        @Override
+        public Object answer(InvocationOnMock invocation) throws Throwable {
+            count++;
+            throw new UnknownError(errorMessage);
+        }
+    }
+
+    public IFrameWriter[] createOutputWriters() throws Exception {
+        CountAnswer[] opens = new CountAnswer[] { openNormal, openException, openError };
+        CountAnswer[] nextFrames = new CountAnswer[] { nextFrameNormal, nextFrameException, nextFrameError };
+        CountAnswer[] fails = new CountAnswer[] { failNormal, failException, failError };
+        CountAnswer[] closes = new CountAnswer[] { closeNormal, closeException, closeError };
+        List<IFrameWriter> outputWriters = new ArrayList<IFrameWriter>();
+        for (CountAnswer openAnswer : opens) {
+            for (CountAnswer nextFrameAnswer : nextFrames) {
+                for (CountAnswer failAnswer : fails) {
+                    for (CountAnswer closeAnswer : closes) {
+                        IFrameWriter writer = Mockito.mock(IFrameWriter.class);
+                        Mockito.doAnswer(openAnswer).when(writer).open();
+                        Mockito.doAnswer(nextFrameAnswer).when(writer).nextFrame(Mockito.any());
+                        Mockito.doAnswer(failAnswer).when(writer).fail();
+                        Mockito.doAnswer(closeAnswer).when(writer).close();
+                        outputWriters.add(writer);
+                    }
+                }
+            }
+        }
+        return outputWriters.toArray(new IFrameWriter[outputWriters.size()]);
+    }
+
+    public void testWriter(IFrameWriter writer, ByteBuffer buffer) throws Exception {
+        resetAllCounters();
+        boolean failed = !validate(false);
+        if (failed) {
+            return;
+        }
+        try {
+            writer.open();
+            failed = !validate(false);
+            if (failed) {
+                return;
+            }
+            for (int i = 0; i < 10; i++) {
+                writer.nextFrame(buffer);
+                failed = !validate(false);
+                if (failed) {
+                    return;
+                }
+            }
+        } catch (Throwable th1) {
+            try {
+                failed = !validate(false);
+                if (failed) {
+                    return;
+                }
+                writer.fail();
+                failed = !validate(false);
+                if (failed) {
+                    return;
+                }
+            } catch (Throwable th2) {
+                failed = !validate(false);
+                if (failed) {
+                    return;
+                }
+            }
+        } finally {
+            if (!failed) {
+                try {
+                    failed = !validate(false);
+                    if (failed) {
+                        return;
+                    }
+                    writer.close();
+                    failed = !validate(true);
+                    if (failed) {
+                        return;
+                    }
+                } catch (Throwable th3) {
+                    failed = !validate(true);
+                    if (failed) {
+                        return;
+                    }
+                }
+            }
+        }
+        successes++;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/pom.xml b/hyracks/hyracks-storage-am-common/pom.xml
new file mode 100644
index 0000000..2f4d0e9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/pom.xml
@@ -0,0 +1,80 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-common</artifactId>
+  <name>hyracks-storage-am-common</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+    <dependency>
+         <groupId>org.apache.hyracks</groupId>
+         <artifactId>hyracks-util</artifactId>
+         <version>0.2.18-SNAPSHOT</version>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ICursorInitialState.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ICursorInitialState.java
new file mode 100644
index 0000000..ab7339b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ICursorInitialState.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface ICursorInitialState {
+    public ICachedPage getPage();
+
+    public void setPage(ICachedPage page);
+
+    public ISearchOperationCallback getSearchOperationCallback();
+
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback);
+
+    public MultiComparator getOriginalKeyComparator();
+
+    public void setOriginialKeyComparator(MultiComparator originalCmp);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndex.java
new file mode 100644
index 0000000..8ea1f88
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndex.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+/**
+ * This interface describes the operations common to all indexes. Indexes
+ * implementing this interface can easily reuse existing index operators for
+ * dataflow. Users must perform operations on an via an {@link IIndexAccessor}.
+ * During dataflow, the lifecycle of IIndexes are handled through an {@link IIndexLifecycleManager}.
+ */
+public interface IIndex {
+
+    /**
+     * Initializes the persistent state of an index.
+     * An index cannot be created if it is in the activated state.
+     * Calling create on an index that is deactivated has the effect of clearing the index.
+     *
+     * @throws HyracksDataException
+     *             if there is an error in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is in the activated state
+     */
+    public void create() throws HyracksDataException;
+
+    /**
+     * Initializes the index's operational state. An index in the activated state may perform
+     * operations via an {@link IIndexAccessor}.
+     *
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     */
+    public void activate() throws HyracksDataException;
+
+    /**
+     * Resets the operational state of the index. Calling clear has the same logical effect
+     * as calling deactivate(), destroy(), create(), then activate(), but not necessarily the
+     * same physical effect.
+     *
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is not in the activated state
+     */
+    public void clear() throws HyracksDataException;
+
+    /**
+     * Deinitializes the index's operational state. An index in the deactivated state may not
+     * perform operations.
+     *
+     * @throws HyracksDataException
+     *             if there is a problem in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     */
+    public void deactivate() throws HyracksDataException;
+
+    /**
+     * Removes the persistent state of an index.
+     * An index cannot be destroyed if it is in the activated state.
+     *
+     * @throws HyracksDataException
+     *             if there is an error in the BufferCache while (un)pinning pages, (un)latching pages,
+     *             creating files, or deleting files
+     *             if the index is already activated
+     */
+    public void destroy() throws HyracksDataException;
+
+    /**
+     * Creates an {@link IIndexAccessor} for performing operations on this index.
+     * An IIndexAccessor is not thread safe, but different IIndexAccessors can concurrently operate
+     * on the same {@link IIndex}.
+     *
+     * @returns IIndexAccessor an accessor for this {@link IIndex}
+     * @param modificationCallback
+     *            the callback to be used for modification operations
+     * @param searchCallback
+     *            the callback to be used for search operations
+     * @throws HyracksDataException
+     */
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException;
+
+    /**
+     * Ensures that all pages (and tuples) of the index are logically consistent.
+     * An assertion error is thrown if validation fails.
+     *
+     * @throws HyracksDataException
+     *             if there is an error performing validation
+     */
+    public void validate() throws HyracksDataException;
+
+    /**
+     * @return the {@link IBufferCache} underlying this index.
+     */
+    public IBufferCache getBufferCache();
+
+    /**
+     * @return the size, in bytes, of pre-allocated memory space that this index was allotted.
+     */
+    public long getMemoryAllocationSize();
+
+    /**
+     * @param fillFactor
+     * @param verifyInput
+     * @throws IndexException
+     */
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws IndexException;
+
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException;
+
+    /**
+     * @return true if the index needs memory components
+     */
+    public boolean hasMemoryComponents();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexAccessor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexAccessor.java
new file mode 100644
index 0000000..1903222
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexAccessor.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * Client handle for performing operations (insert/delete/update/search) on an
+ * IIndex. An IIndexAccessor is not thread safe, but different IIndexAccessors
+ * can concurrently operate on the same IIndex (i.e., the IIndex must allow
+ * concurrent operations).
+ */
+public interface IIndexAccessor {
+    /**
+     * Inserts the given tuple.
+     *
+     * @param tuple
+     *            Tuple to be inserted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If an index-specific constraint is violated, e.g., the key
+     *             already exists.
+     */
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Updates the tuple in the index matching the given tuple with the new
+     * contents in the given tuple.
+     *
+     * @param tuple
+     *            Tuple whose match in the index is to be update with the given
+     *            tuples contents.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Deletes the tuple in the index matching the given tuple.
+     *
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * This operation is only supported by indexes with the notion of a unique key.
+     * If tuple's key already exists, then this operation performs an update.
+     * Otherwise, it performs an insert.
+     *
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     *
+     */
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Creates a cursor appropriate for passing into search().
+     *
+     */
+    public IIndexCursor createSearchCursor(boolean exclusive);
+
+    /**
+     * Open the given cursor for an index search using the given predicate as
+     * search condition.
+     *
+     * @param icursor
+     *            Cursor over the index entries satisfying searchPred.
+     * @param searchPred
+     *            Search condition.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     */
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexBulkLoader.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexBulkLoader.java
new file mode 100644
index 0000000..f371522
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexBulkLoader.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface IIndexBulkLoader {
+    /**
+     * Append a tuple to the index in the context of a bulk load.
+     *
+     * @param tuple
+     *            Tuple to be inserted.
+     * @throws IndexException
+     *             If the input stream is invalid for bulk loading (e.g., is not sorted).
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     */
+    public void add(ITupleReference tuple) throws IndexException, HyracksDataException;
+
+    /**
+     * Finalize the bulk loading operation in the given context.
+     *
+     * @throws IndexException
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     */
+    public void end() throws IndexException, HyracksDataException;
+
+    /**
+     * Release all resources held by this bulkloader, with no guarantee of
+     * persisted content.
+     */
+    void abort() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexCursor.java
new file mode 100644
index 0000000..17c4b98
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexCursor.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface IIndexCursor {
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
+
+    public boolean hasNext() throws HyracksDataException, IndexException;
+
+    public void next() throws HyracksDataException;
+
+    public void close() throws HyracksDataException;
+
+    public void reset() throws HyracksDataException, IndexException;
+
+    public ITupleReference getTuple();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexDataflowHelper.java
new file mode 100644
index 0000000..b39e532
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexDataflowHelper.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+
+public interface IIndexDataflowHelper {
+    public void create() throws HyracksDataException;
+
+    /*
+     * If close throws an exception, it means that the index was not closed successfully.
+     */
+    public void close() throws HyracksDataException;
+
+    /*
+     * If open throws an exception, it means that the index was not opened successfully.
+     */
+    public void open() throws HyracksDataException;
+
+    public void destroy() throws HyracksDataException;
+
+    public IIndex getIndexInstance();
+
+    public FileReference getFileReference();
+
+    public long getResourceID() throws HyracksDataException;
+
+    public IHyracksTaskContext getTaskContext();
+
+    public String getResourcePath();
+
+    /**
+     * @return The resource unique storage partition id
+     */
+    public int getResourcePartition();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManager.java
new file mode 100644
index 0000000..4c00b93
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManager.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.IResourceMemoryManager;
+
+public interface IIndexLifecycleManager extends IResourceMemoryManager {
+    public List<IIndex> getOpenIndexes();
+
+    public void register(String resourcePath, IIndex index) throws HyracksDataException;
+
+    public void open(String resourcePath) throws HyracksDataException;
+
+    public void close(String resourcePath) throws HyracksDataException;
+
+    public IIndex getIndex(String resourcePath) throws HyracksDataException;
+
+    public void unregister(String resourcePath) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..127ee83
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexLifecycleManagerProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface IIndexLifecycleManagerProvider extends Serializable {
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexOperationContext.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexOperationContext.java
new file mode 100644
index 0000000..a8bdf32
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IIndexOperationContext.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+
+public interface IIndexOperationContext {
+    void setOperation(IndexOperation newOp) throws HyracksDataException;
+
+    IndexOperation getOperation();
+
+    void reset();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetaDataPageManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetaDataPageManager.java
new file mode 100644
index 0000000..48d9e26
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetaDataPageManager.java
@@ -0,0 +1,141 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface IMetaDataPageManager {
+    public static final long INVALID_LSN_OFFSET = -1;
+
+    /**
+     * This is the class through which one interfaces with index metadata.
+     * The index metadata contains information such as the LSN of the index, free page information,
+     * and filter page locations.
+     */
+    /**
+     * Open an index file's metadata
+     * @param fileId The file which to open the metadata of
+     */
+    public void open(int fileId);
+
+    /**
+     * Close an index file's metadata.
+     * @throws HyracksDataException
+     */
+
+    public void close() throws HyracksDataException;
+
+    /**
+     * Get the locaiton of a free page to use for index operations
+     * @param metaFrame A metadata frame to use to wrap the raw page
+     * @return A page location, or -1 if no free page could be found or allocated
+     * @throws HyracksDataException
+     */
+
+    public int getFreePage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException;
+
+    /**
+     * Add a page back to the pool of free pages within an index file
+     * @param metaFrame A metadata frame to use to wrap the raw page
+     * @param freePage The page which to return to the free space
+     * @throws HyracksDataException
+     */
+
+    public void addFreePage(ITreeIndexMetaDataFrame metaFrame, int freePage) throws HyracksDataException;
+
+    /**
+     * Gets the highest page offset according to the metadata
+     * @param metaFrame A metadata frame to use to wrap the raw page
+     * @return The locaiton of the highest offset page
+     * @throws HyracksDataException
+     */
+
+    public int getMaxPage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException;
+
+    /**
+     * Initializes the index metadata
+     * @param metaFrame A metadata farme to use to wrap the raw page
+     * @param currentMaxPage The highest page offset to consider valid
+     * @throws HyracksDataException
+     */
+
+    public void init(ITreeIndexMetaDataFrame metaFrame, int currentMaxPage) throws HyracksDataException;
+
+    public ITreeIndexMetaDataFrameFactory getMetaDataFrameFactory();
+
+    // required to return negative values
+    public byte getMetaPageLevelIndicator();
+
+    public byte getFreePageLevelIndicator();
+
+    // determined by examining level indicator
+
+    public boolean isMetaPage(ITreeIndexMetaDataFrame metaFrame);
+
+    public boolean isFreePage(ITreeIndexMetaDataFrame metaFrame);
+
+    /**
+     * Determines where the metadata page is located in an index file
+     * @return The locaiton of the metadata page, or -1 if the file appears to be corrupt
+     * @throws HyracksDataException
+     */
+
+    public int getFirstMetadataPage() throws HyracksDataException;
+
+    /**
+     * Initializes the metadata manager on an open index file
+     * @param metaFrame A metadata frame used to wrap the raw page
+     * @throws HyracksDataException
+     */
+
+    void init(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException;
+
+    /**
+     * Locate the filter page in an index file
+     * @return The offset of the filter page if it exists, or less than zero if no filter page exists yet
+     * @throws HyracksDataException
+     */
+
+    int getFilterPageId() throws HyracksDataException;
+
+    void setFilterPageId(int filterPageId) throws HyracksDataException;
+
+    long getLSN() throws HyracksDataException;
+
+    void setLSN(long lsn) throws HyracksDataException;
+
+    /**
+     * Set the cached page to manage for filter data
+     * @param page The page to manage
+     */
+
+    void setFilterPage(ICachedPage page);
+
+    ICachedPage getFilterPage();
+
+    boolean appendOnlyMode();
+
+    /**
+     * @return The LSN byte offset in the LSM disk component if the index is valid, otherwise {@link #INVALID_LSN_OFFSET}.
+     * @throws HyracksDataException
+     */
+    long getLSNOffset() throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetadataManagerFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetadataManagerFactory.java
new file mode 100644
index 0000000..e9dd674
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IMetadataManagerFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IMetadataManagerFactory {
+    public IMetaDataPageManager createFreePageManager() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallback.java
new file mode 100644
index 0000000..f22c239
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallback.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * This operation callback allows for arbitrary actions to be taken while traversing
+ * an index structure. The {@link IModificationOperationCallback} will be called on
+ * all modifying operations (e.g. insert, update, delete...) for all indexes.
+ *
+ * @author zheilbron
+ */
+public interface IModificationOperationCallback {
+    public enum Operation {
+        INSERT,
+        DELETE
+    }
+
+    /**
+     * This method is called on a tuple that is about to traverse an index's structure
+     * (i.e. before any pages are pinned or latched).
+     * The format of the tuple is the format that would be stored in the index itself.
+     * @param tuple
+     *            the tuple that is about to be operated on
+     */
+    public void before(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is called on a tuple when a tuple with a matching key is found for the
+     * current operation. It is possible that tuple is null, in which case no tuple with a
+     * matching key was found.
+     * When found is called, the leaf page where the tuple resides will be pinned and latched,
+     * so blocking operations should be avoided.
+     * @param tuple
+     *            a tuple with a matching key, otherwise null if none exists
+     */
+    public void found(ITupleReference before, ITupleReference after) throws HyracksDataException;
+
+    /**
+     * This call specifies the next operation to be performed. It is used to allow
+     * a single operator to perform different operations per tuple
+     * @param op
+     * @throws HyracksDataException
+     */
+    public void setOp(Operation op) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java
new file mode 100644
index 0000000..8d618c8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IModificationOperationCallbackFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IModificationOperationCallbackFactory extends Serializable {
+    public IModificationOperationCallback createModificationOperationCallback(String resourcePath, long resourceId,
+            int resourcePartition, Object resource, IHyracksTaskContext ctx) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProvider.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProvider.java
new file mode 100644
index 0000000..fd9a0bc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProvider.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+public interface IPrimitiveValueProvider {
+	public double getValue(byte[] bytes, int offset);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProviderFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProviderFactory.java
new file mode 100644
index 0000000..198f27a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IPrimitiveValueProviderFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+public interface IPrimitiveValueProviderFactory extends Serializable {
+	public IPrimitiveValueProvider createPrimitiveValueProvider();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallback.java
new file mode 100644
index 0000000..9b1cd47
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallback.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * This operation callback allows for arbitrary actions to be taken while traversing
+ * an index structure. The {@link ISearchOperationCallback} will be called on
+ * all search operations for ordered indexes only.
+ * @author zheilbron
+ */
+public interface ISearchOperationCallback {
+
+    /**
+     * After the harness enters the operation components and before an index search operation starts,
+     * this method will be called on the search key.
+     * @param tuple
+     *            the tuple containing the search key (expected to be a point search key)
+     */
+    public void before(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * During an index search operation, this method will be called on tuples as they are
+     * passed by with a search cursor. This call will be invoked while a leaf page is latched
+     * and pinned. If the call returns false, then the page will be unlatched and unpinned and
+     * {@link #reconcile(ITupleReference)} will be called with the tuple that was not proceeded
+     * on.
+     * @param tuple
+     *            the tuple that is being passed over by the search cursor
+     * @return true to proceed otherwise false to unlatch and unpin, leading to reconciliation
+     */
+    public boolean proceed(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is only called on a tuple that was not 'proceeded' on
+     * (see {@link #proceed(ITupleReference)}). This method allows an opportunity to reconcile
+     * by performing any necessary actions before resuming the search (e.g. a try-lock may have
+     * failed in the proceed call, and now in reconcile we should take a full (blocking) lock).
+     * @param tuple
+     *            the tuple that failed to proceed
+     */
+    public void reconcile(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is only called on a tuple that was reconciled on, but not found after
+     * retraversing. This method allows an opportunity to cancel some action that was taken in
+     * {@link #reconcile(ITupleReference))}.
+     * @param tuple
+     *            the tuple that was previously reconciled
+     */
+    public void cancel(ITupleReference tuple) throws HyracksDataException;
+
+    /**
+     * This method is only called on a tuple that was reconciled on, and found after
+     * retraversing. This method allows an opportunity to do some subsequent action that was
+     * taken in {@link #reconcile(ITupleReference))}.
+     * @param tuple
+     *            the tuple that was previously reconciled
+     */
+    public void complete(ITupleReference tuple) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java
new file mode 100644
index 0000000..1a629e9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchOperationCallbackFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ISearchOperationCallbackFactory extends Serializable {
+    public ISearchOperationCallback createSearchOperationCallback(long resourceId, IHyracksTaskContext ctx)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchPredicate.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchPredicate.java
new file mode 100644
index 0000000..6a92e34
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISearchPredicate.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface ISearchPredicate extends Serializable {
+    public MultiComparator getLowKeyComparator();
+
+    public MultiComparator getHighKeyComparator();
+
+    /**
+     * Get the search key to be used with point search operation on primary index.
+     * This method will only be called with point search predicates that only happen in primary index.
+     * @return
+     * @throws HyracksDataException
+     */
+    public ITupleReference getLowKey();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISlotManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISlotManager.java
new file mode 100644
index 0000000..ed30b40
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISlotManager.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface ISlotManager {
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) throws HyracksDataException;
+
+    public int getGreatestKeyIndicator();
+
+    public int getErrorIndicator();
+
+    public void setFrame(ITreeIndexFrame frame);
+
+    public int getTupleOff(int slotOff);
+
+    public int insertSlot(int tupleIndex, int tupleOff);
+
+    public int getSlotStartOff();
+
+    public int getSlotEndOff();
+
+    public int getSlotOff(int tupleIndex);
+
+    public int getSlotSize();
+
+    public void setSlot(int slotOff, int value);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISplitKey.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISplitKey.java
new file mode 100644
index 0000000..3f0f8bc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ISplitKey.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.nio.ByteBuffer;
+
+public interface ISplitKey {
+	public void initData(int keySize);
+
+	public void reset();
+
+	public ByteBuffer getBuffer();
+
+	public ITreeIndexTupleReference getTuple();
+
+	public int getLeftPage();
+
+	public int getRightPage();
+
+	public void setLeftPage(int leftPage);
+
+	public void setRightPage(int rightPage);
+
+	public void setPages(int leftPage, int rightPage);
+
+	public ISplitKey duplicate(ITreeIndexTupleReference copyTuple);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndex.java
new file mode 100644
index 0000000..a29f329
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndex.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+
+/**
+ * Interface describing the operations of tree-based index structures. Indexes
+ * implementing this interface can easily reuse the tree index operators for
+ * dataflow. We assume that indexes store tuples with a fixed number of fields.
+ * Users must perform operations on an ITreeIndex via an ITreeIndexAccessor.
+ */
+public interface ITreeIndex extends IIndex {
+    /**
+     * @return The index's leaf frame factory.
+     */
+    public ITreeIndexFrameFactory getLeafFrameFactory();
+
+    /**
+     * @return The index's interior frame factory.
+     */
+    public ITreeIndexFrameFactory getInteriorFrameFactory();
+
+    /**
+     * @return The index's free page manager.
+     */
+    public IMetaDataPageManager getMetaManager();
+
+    /**
+     * @return The number of fields tuples of this index have.
+     */
+    public int getFieldCount();
+
+    /**
+     * @return The current root page id of this index.
+     */
+    public int getRootPageId();
+
+    /**
+     * @return The file id of this index.
+     */
+    public int getFileId();
+
+    /**
+     * @return Comparator factories.
+     */
+    public IBinaryComparatorFactory[] getComparatorFactories();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexAccessor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexAccessor.java
new file mode 100644
index 0000000..ac3fc3b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexAccessor.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Client handle for performing operations
+ * (insert/delete/update/search/diskorderscan) on an ITreeIndex. An
+ * ITreeIndexAccessor is not thread safe, but different ITreeIndexAccessors can
+ * concurrently operate on the same ITreeIndex (i.e., the ITreeIndex must allow
+ * concurrent operations).
+ */
+public interface ITreeIndexAccessor extends IIndexAccessor {
+	/**
+	 * Creates a cursor appropriate for passing into diskOrderScan().
+	 *
+	 */
+	public ITreeIndexCursor createDiskOrderScanCursor();
+
+	/**
+	 * Open the given cursor for a disk-order scan, positioning the cursor to
+	 * the first leaf tuple.
+	 *
+	 * @param icursor
+	 *            Cursor to be opened for disk-order scanning.
+	 * @throws HyracksDataException
+	 *             If the BufferCache throws while un/pinning or un/latching.
+	 */
+	public void diskOrderScan(ITreeIndexCursor cursor)
+			throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexCursor.java
new file mode 100644
index 0000000..0624bfd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexCursor.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface ITreeIndexCursor extends IIndexCursor {
+
+    public ICachedPage getPage();
+
+    public void setBufferCache(IBufferCache bufferCache);
+
+    public void setFileId(int fileId);
+
+    // For allowing updates.
+    public boolean exclusiveLatchNodes();
+
+    public void markCurrentTupleAsUpdated() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrame.java
new file mode 100644
index 0000000..9ac09a3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrame.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface ITreeIndexFrame {
+
+    public void initBuffer(byte level);
+
+    public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) throws HyracksDataException;
+
+    public void insert(ITupleReference tuple, int tupleIndex);
+
+    public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex);
+
+    public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace);
+
+    public void delete(ITupleReference tuple, int tupleIndex);
+
+    // returns true if slots were modified, false otherwise
+    public boolean compact();
+
+    // returns true if compressed.
+    public boolean compress() throws HyracksDataException;
+
+    public int getTupleCount();
+
+    public int getTupleOffset(int slotNum);
+
+    public int getTotalFreeSpace();
+
+    public void setPageLsn(long pageLsn);
+
+    public long getPageLsn();
+
+    public void setPage(ICachedPage page);
+
+    public ICachedPage getPage();
+
+    public ByteBuffer getBuffer();
+
+    public int getMaxTupleSize(int pageSize);
+
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple);
+
+    // for debugging
+    public String printHeader();
+
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
+            throws HyracksDataException;
+
+    public ISlotManager getSlotManager();
+
+    // ATTENTION: in b-tree operations it may not always be possible to
+    // determine whether an ICachedPage is a leaf or interior node
+    // a compatible interior and leaf implementation MUST return identical
+    // values when given the same ByteBuffer for the functions below
+    public boolean isLeaf();
+
+    public boolean isInterior();
+
+    public byte getLevel();
+
+    public void setLevel(byte level);
+
+    public int getSlotSize();
+
+    // for debugging
+    public int getFreeSpaceOff();
+
+    public void setFreeSpaceOff(int freeSpace);
+
+    public ITreeIndexTupleWriter getTupleWriter();
+
+    public int getPageHeaderSize();
+
+    public ITreeIndexTupleReference createTupleReference();
+
+    public void setMultiComparator(MultiComparator cmp);
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameCompressor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameCompressor.java
new file mode 100644
index 0000000..6f4f449
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameCompressor.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface ITreeIndexFrameCompressor {
+    public boolean compress(ITreeIndexFrame frame, MultiComparator cmp) throws Exception;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameFactory.java
new file mode 100644
index 0000000..2fd3009
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexFrameFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+public interface ITreeIndexFrameFactory extends Serializable {
+    public ITreeIndexFrame createFrame();
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java
new file mode 100644
index 0000000..e33b949
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrame.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface ITreeIndexMetaDataFrame {
+    public void initBuffer(byte level);
+
+    public void setPage(ICachedPage page);
+
+    public ICachedPage getPage();
+
+    public byte getLevel();
+
+    public void setLevel(byte level);
+
+    public int getNextPage();
+
+    public void setNextPage(int nextPage);
+
+    public int getMaxPage();
+
+    public void setMaxPage(int maxPage);
+
+    public int getFreePage();
+
+    public boolean hasSpace();
+
+    public void addFreePage(int freePage);
+
+    // Special flag for LSM-Components to mark whether they are valid or not.
+    public boolean isValid();
+
+    // Set special validity flag.
+    public void setValid(boolean isValid);
+
+    // Return the lsm component filter page id.
+    public int getLSMComponentFilterPageId();
+
+    // Set the lsm component filter page id.
+    public void setLSMComponentFilterPageId(int filterPage);
+
+    // Special placeholder for LSN information. Used for transactional LSM indexes.
+    public long getLSN();
+
+    public void setLSN(long lsn);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrameFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrameFactory.java
new file mode 100644
index 0000000..7405833
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexMetaDataFrameFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+public interface ITreeIndexMetaDataFrameFactory {
+	public ITreeIndexMetaDataFrame createFrame();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleReference.java
new file mode 100644
index 0000000..6b041eb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleReference.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface ITreeIndexTupleReference extends ITupleReference {
+    public void setFieldCount(int fieldCount);
+
+    public void setFieldCount(int fieldStartIndex, int fieldCount);
+
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOffset);
+
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex);
+
+    public int getTupleSize();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java
new file mode 100644
index 0000000..b439a97
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriter.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface ITreeIndexTupleWriter {
+    public int writeTuple(ITupleReference tuple, ByteBuffer targetBuf, int targetOff);
+
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff);
+
+    public int bytesRequired(ITupleReference tuple);
+
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff);
+
+    public int bytesRequired(ITupleReference tuple, int startField, int numFields);
+
+    // return a tuplereference instance that can read the tuple written by this
+    // writer the main idea is that the format of the written tuple may not be the same
+    // as the format written by this writer
+    public ITreeIndexTupleReference createTupleReference();
+
+    // This method is only used by the BTree leaf frame split method since tuples
+    // in the LSM-BTree can be either matter or anti-matter tuples and we want
+    // to calculate the size of all tuples in the frame.
+    public int getCopySpaceRequired(ITupleReference tuple);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriterFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriterFactory.java
new file mode 100644
index 0000000..8fb8924
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITreeIndexTupleWriterFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+public interface ITreeIndexTupleWriterFactory extends Serializable {
+	public ITreeIndexTupleWriter createTupleWriter();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilter.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilter.java
new file mode 100644
index 0000000..ac74021
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilter.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+
+public interface ITupleFilter {
+	public boolean accept(IFrameTupleReference tuple) throws Exception;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilterFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilterFactory.java
new file mode 100644
index 0000000..e79a74f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleFilterFactory.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface ITupleFilterFactory extends Serializable {
+    public ITupleFilter createTupleFilter(IHyracksTaskContext ctx) throws Exception;
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdater.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdater.java
new file mode 100644
index 0000000..b0debc9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdater.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * Interface for updating a tuple. Warning: By convention, this interface
+ * assumes that the modifications do not change the size of the tuple, and that
+ * it does not change keys (e.g., BTree keys). This interface is used to
+ * implement update scans.
+ *
+ */
+public interface ITupleUpdater {
+	public void updateTuple(ITupleReference tuple);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdaterFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdaterFactory.java
new file mode 100644
index 0000000..941d738
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITupleUpdaterFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import java.io.Serializable;
+
+public interface ITupleUpdaterFactory extends Serializable {
+	public ITupleUpdater createTupleUpdater();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITwoPCIndexBulkLoader.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITwoPCIndexBulkLoader.java
new file mode 100644
index 0000000..5a7a4a7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/ITwoPCIndexBulkLoader.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface ITwoPCIndexBulkLoader {
+
+    /**
+     * Append a "delete" tuple to the index in the context of a bulk load.
+     *
+     * @param tuple
+     *            "delete" Tuple to be inserted.
+     * @throws IndexException
+     *             If the input stream is invalid for bulk loading (e.g., is not sorted).
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     */
+    public void delete(ITupleReference tuple) throws IndexException, HyracksDataException;
+
+    /**
+     * Abort the bulk modify op
+     */
+    public void abort();
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IVirtualMetaDataPageManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IVirtualMetaDataPageManager.java
new file mode 100644
index 0000000..0073f59
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IVirtualMetaDataPageManager.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.api;
+
+public interface IVirtualMetaDataPageManager extends IMetaDataPageManager {
+    public int getCapacity();
+
+    public void reset();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IndexException.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IndexException.java
new file mode 100644
index 0000000..0c5d2cc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/IndexException.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+public class IndexException extends Exception {
+    private static final long serialVersionUID = 1L;
+
+    public IndexException(Exception e) {
+        super(e);
+    }
+
+    public IndexException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/TreeIndexException.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/TreeIndexException.java
new file mode 100644
index 0000000..988a304
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/TreeIndexException.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+public class TreeIndexException extends IndexException {
+
+	private static final long serialVersionUID = 1L;
+	private boolean handled = false;
+
+	public TreeIndexException(Exception e) {
+		super(e);
+	}
+
+	public TreeIndexException(String message) {
+		super(message);
+	}
+
+	public void setHandled(boolean handled) {
+		this.handled = handled;
+	}
+
+	public boolean getHandled() {
+		return handled;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/UnsortedInputException.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/UnsortedInputException.java
new file mode 100644
index 0000000..dd69cb1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/api/UnsortedInputException.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.api;
+
+/**
+ * Thrown when trying to bulk load an index with an unsorted input stream.
+ */
+public class UnsortedInputException extends IndexException {
+	private static final long serialVersionUID = 1L;
+
+	public UnsortedInputException(Exception e) {
+		super(e);
+	}
+
+	public UnsortedInputException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/data/PointablePrimitiveValueProviderFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/data/PointablePrimitiveValueProviderFactory.java
new file mode 100644
index 0000000..7a0aa6d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/data/PointablePrimitiveValueProviderFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.data;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.api.INumeric;
+import org.apache.hyracks.data.std.api.IPointable;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+
+public class PointablePrimitiveValueProviderFactory implements IPrimitiveValueProviderFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final IPointableFactory pf;
+
+    public PointablePrimitiveValueProviderFactory(IPointableFactory pf) {
+        this.pf = pf;
+    }
+
+    @Override
+    public IPrimitiveValueProvider createPrimitiveValueProvider() {
+        final IPointable p = pf.createPointable();
+        ITypeTraits traits = pf.getTypeTraits();
+        assert traits.isFixedLength();
+        final int length = traits.getFixedLength();
+        return new IPrimitiveValueProvider() {
+            @Override
+            public double getValue(byte[] bytes, int offset) {
+                p.set(bytes, offset, length);
+                return ((INumeric) p).doubleValue();
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java
new file mode 100644
index 0000000..8590014
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractIndexOperatorDescriptor.java
@@ -0,0 +1,135 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public abstract class AbstractIndexOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor implements
+        IIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final IFileSplitProvider fileSplitProvider;
+    protected final IStorageManagerInterface storageManager;
+    protected final IIndexLifecycleManagerProvider lifecycleManagerProvider;
+    protected final IIndexDataflowHelperFactory dataflowHelperFactory;
+    protected final ITupleFilterFactory tupleFilterFactory;
+    protected final boolean retainInput;
+    protected final boolean retainNull;
+    protected final INullWriterFactory nullWriterFactory;
+    protected final ISearchOperationCallbackFactory searchOpCallbackFactory;
+    protected final IModificationOperationCallbackFactory modificationOpCallbackFactory;
+    protected final ILocalResourceFactoryProvider localResourceFactoryProvider;
+
+    public AbstractIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
+            RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory,
+            boolean retainInput, boolean retainNull, INullWriterFactory nullWriterFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity);
+        this.fileSplitProvider = fileSplitProvider;
+        this.storageManager = storageManager;
+        this.lifecycleManagerProvider = lifecycleManagerProvider;
+        this.dataflowHelperFactory = dataflowHelperFactory;
+        this.retainInput = retainInput;
+        this.retainNull = retainNull;
+        this.nullWriterFactory = nullWriterFactory;
+        this.tupleFilterFactory = tupleFilterFactory;
+        this.localResourceFactoryProvider = localResourceFactoryProvider;
+        this.searchOpCallbackFactory = searchOpCallbackFactory;
+        this.modificationOpCallbackFactory = modificationOpCallbackFactory;
+        if (outputArity > 0) {
+            recordDescriptors[0] = recDesc;
+        }
+    }
+
+    @Override
+    public IFileSplitProvider getFileSplitProvider() {
+        return fileSplitProvider;
+    }
+
+    @Override
+    public IStorageManagerInterface getStorageManager() {
+        return storageManager;
+    }
+
+    @Override
+    public IIndexLifecycleManagerProvider getLifecycleManagerProvider() {
+        return lifecycleManagerProvider;
+    }
+
+    @Override
+    public RecordDescriptor getRecordDescriptor() {
+        return recordDescriptors[0];
+    }
+
+    @Override
+    public IIndexDataflowHelperFactory getIndexDataflowHelperFactory() {
+        return dataflowHelperFactory;
+    }
+
+    @Override
+    public boolean getRetainInput() {
+        return retainInput;
+    }
+
+    @Override
+    public boolean getRetainNull() {
+        return retainNull;
+    }
+
+    @Override
+    public INullWriterFactory getNullWriterFactory() {
+        return nullWriterFactory;
+    }
+
+    @Override
+    public ISearchOperationCallbackFactory getSearchOpCallbackFactory() {
+        return searchOpCallbackFactory;
+    }
+
+    @Override
+    public IModificationOperationCallbackFactory getModificationOpCallbackFactory() {
+        return modificationOpCallbackFactory;
+    }
+
+    @Override
+    public ITupleFilterFactory getTupleFilterFactory() {
+        return tupleFilterFactory;
+    }
+
+    @Override
+    public ILocalResourceFactoryProvider getLocalResourceFactoryProvider() {
+        return localResourceFactoryProvider;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java
new file mode 100644
index 0000000..868725e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/AbstractTreeIndexOperatorDescriptor.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public abstract class AbstractTreeIndexOperatorDescriptor extends AbstractIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final ITypeTraits[] typeTraits;
+    protected final IBinaryComparatorFactory[] comparatorFactories;
+    protected final int[] bloomFilterKeyFields;
+
+    public AbstractTreeIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity, int outputArity,
+            RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory,
+            boolean retainInput, boolean retainNull, INullWriterFactory nullWriterFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider,
+                dataflowHelperFactory, tupleFilterFactory, retainInput, retainNull, nullWriterFactory,
+                localResourceFactoryProvider, searchOpCallbackFactory, modificationOpCallbackFactory);
+        this.typeTraits = typeTraits;
+        this.comparatorFactories = comparatorFactories;
+        this.bloomFilterKeyFields = bloomFilterKeyFields;
+    }
+
+    public IBinaryComparatorFactory[] getTreeIndexComparatorFactories() {
+        return comparatorFactories;
+    }
+
+    public ITypeTraits[] getTreeIndexTypeTraits() {
+        return typeTraits;
+    }
+
+    public int[] getTreeIndexBloomFilterKeyFields() {
+        return bloomFilterKeyFields;
+    }
+
+    @Override
+    public boolean getRetainInput() {
+        return retainInput;
+    }
+
+    @Override
+    public ITupleFilterFactory getTupleFilterFactory() {
+        return tupleFilterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..2a1dff4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexDataflowHelperFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+
+public interface IIndexDataflowHelperFactory extends Serializable {
+    public IIndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc,
+            final IHyracksTaskContext ctx, int partition);
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java
new file mode 100644
index 0000000..c90c466
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IIndexOperatorDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.dataflow.IActivity;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public interface IIndexOperatorDescriptor extends IActivity {
+    public IFileSplitProvider getFileSplitProvider();
+
+    public IStorageManagerInterface getStorageManager();
+
+    public IIndexLifecycleManagerProvider getLifecycleManagerProvider();
+
+    public RecordDescriptor getRecordDescriptor();
+
+    public IIndexDataflowHelperFactory getIndexDataflowHelperFactory();
+
+    public boolean getRetainInput();
+
+    public boolean getRetainNull();
+
+    public INullWriterFactory getNullWriterFactory();
+
+    public ISearchOperationCallbackFactory getSearchOpCallbackFactory();
+
+    public IModificationOperationCallbackFactory getModificationOpCallbackFactory();
+
+    public ITupleFilterFactory getTupleFilterFactory();
+
+    public ILocalResourceFactoryProvider getLocalResourceFactoryProvider();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/ITreeIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/ITreeIndexOperatorDescriptor.java
new file mode 100644
index 0000000..4ae6995
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/ITreeIndexOperatorDescriptor.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+
+public interface ITreeIndexOperatorDescriptor extends IIndexOperatorDescriptor {
+	public IBinaryComparatorFactory[] getTreeIndexComparatorFactories();
+
+	public ITypeTraits[] getTreeIndexTypeTraits();
+
+	public ITupleFilterFactory getTupleFilterFactory();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java
new file mode 100644
index 0000000..36b46a7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexBulkLoadOperatorNodePushable.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public class IndexBulkLoadOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final float fillFactor;
+    protected final boolean verifyInput;
+    protected final long numElementsHint;
+    protected final boolean checkIfEmptyIndex;
+    protected final IIndexDataflowHelper indexHelper;
+    protected final IRecordDescriptorProvider recDescProvider;
+    protected final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+    protected FrameTupleAccessor accessor;
+    protected IIndex index;
+    protected IIndexBulkLoader bulkLoader;
+
+    public IndexBulkLoadOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            int[] fieldPermutation, float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, IRecordDescriptorProvider recordDescProvider) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.fillFactor = fillFactor;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
+        this.checkIfEmptyIndex = checkIfEmptyIndex;
+        this.recDescProvider = recordDescProvider;
+        tuple.setFieldPermutation(fieldPermutation);
+
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        RecordDescriptor recDesc = recDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+        accessor = new FrameTupleAccessor(recDesc);
+        indexHelper.open();
+        index = indexHelper.getIndexInstance();
+        try {
+            writer.open();
+            bulkLoader = index.createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex);
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+
+        for (int i = 0; i < tupleCount; i++) {
+            tuple.reset(accessor, i);
+
+            try {
+                bulkLoader.add(tuple);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        FrameUtils.flushFrame(buffer, writer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            bulkLoader.end();
+        } catch (Throwable th) {
+            throw new HyracksDataException(th);
+        } finally {
+            if (index != null) {
+                // If index was opened!
+                try {
+                    indexHelper.close();
+                } finally {
+                    writer.close();
+                }
+            }
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        writer.flush();
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        if (index != null) {
+            writer.fail();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java
new file mode 100644
index 0000000..230d8ab
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexCreateOperatorNodePushable.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+
+public class IndexCreateOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexDataflowHelper indexHelper;
+
+    public IndexCreateOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+
+    @Override
+    public int getInputArity() {
+        return 0;
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        indexHelper.create();
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java
new file mode 100644
index 0000000..7110e4b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDataflowHelper.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.IOException;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.common.util.IndexFileNameUtil;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactory;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.IResourceIdFactory;
+import org.apache.hyracks.storage.common.file.LocalResource;
+
+public abstract class IndexDataflowHelper implements IIndexDataflowHelper {
+
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final IIndexLifecycleManager lcManager;
+    protected final ILocalResourceRepository localResourceRepository;
+    protected final IResourceIdFactory resourceIdFactory;
+    protected final FileReference file;
+    protected final int partition;
+    protected final boolean durable;
+    protected IIndex index;
+    protected final String resourcePath;
+    protected final int resourcePartition;
+
+    public IndexDataflowHelper(IIndexOperatorDescriptor opDesc, final IHyracksTaskContext ctx, int partition,
+            boolean durable) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.lcManager = opDesc.getLifecycleManagerProvider().getLifecycleManager(ctx);
+        this.localResourceRepository = opDesc.getStorageManager().getLocalResourceRepository(ctx);
+        this.resourceIdFactory = opDesc.getStorageManager().getResourceIdFactory(ctx);
+        this.partition = partition;
+        this.file = IndexFileNameUtil.getIndexAbsoluteFileRef(opDesc, partition, ctx.getIOManager());
+        this.resourcePath = file.getFile().getPath();
+        this.durable = durable;
+        this.resourcePartition = opDesc.getFileSplitProvider().getFileSplits()[partition].getPartition();
+    }
+
+    protected abstract IIndex createIndexInstance() throws HyracksDataException;
+
+    @Override
+    public IIndex getIndexInstance() {
+        return index;
+    }
+
+    @Override
+    public void create() throws HyracksDataException {
+        synchronized (lcManager) {
+            index = lcManager.getIndex(resourcePath);
+            if (index != null) {
+                lcManager.unregister(resourcePath);
+            } else {
+                index = createIndexInstance();
+            }
+
+            // The previous resource ID needs to be removed since calling IIndex.create() may possibly destroy
+            // any physical artifact that the LocalResourceRepository is managing (e.g. a file containing the resource ID).
+            // Once the index has been created, a new resource ID can be generated.
+            long resourceID = getResourceID();
+            if (resourceID != -1) {
+                localResourceRepository.deleteResourceByPath(resourcePath);
+            }
+            index.create();
+            try {
+                resourceID = resourceIdFactory.createId();
+                ILocalResourceFactory localResourceFactory = opDesc.getLocalResourceFactoryProvider()
+                        .getLocalResourceFactory();
+                String resourceName = opDesc.getFileSplitProvider().getFileSplits()[partition].getLocalFile().getFile()
+                        .getPath();
+                localResourceRepository.insert(localResourceFactory.createLocalResource(resourceID, resourceName,
+                        resourcePartition, resourcePath));
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+            lcManager.register(resourcePath, index);
+        }
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        synchronized (lcManager) {
+            if (getResourceID() == -1) {
+                throw new HyracksDataException("Index does not have a valid resource ID. Has it been created yet?");
+            }
+
+            index = lcManager.getIndex(resourcePath);
+            if (index == null) {
+                index = createIndexInstance();
+                lcManager.register(resourcePath, index);
+            }
+            lcManager.open(resourcePath);
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        synchronized (lcManager) {
+            lcManager.close(resourcePath);
+        }
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        synchronized (lcManager) {
+            index = lcManager.getIndex(resourcePath);
+            if (index != null) {
+                lcManager.unregister(resourcePath);
+            } else {
+                index = createIndexInstance();
+            }
+
+            if (getResourceID() != -1) {
+                localResourceRepository.deleteResourceByPath(resourcePath);
+            }
+            index.destroy();
+        }
+    }
+
+    @Override
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    @Override
+    public long getResourceID() throws HyracksDataException {
+        LocalResource lr = localResourceRepository.getResourceByPath(resourcePath);
+        return lr == null ? -1 : lr.getResourceId();
+    }
+
+    @Override
+    public IHyracksTaskContext getTaskContext() {
+        return ctx;
+    }
+
+    @Override
+    public String getResourcePath() {
+        return resourcePath;
+    }
+
+    @Override
+    public int getResourcePartition() {
+        return resourcePartition;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java
new file mode 100644
index 0000000..8aeac98
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorDescriptor.java
@@ -0,0 +1,57 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class IndexDropOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public IndexDropOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            IIndexDataflowHelperFactory dataflowHelperFactory) {
+        // TODO: providing the type traits below is a hack to allow:
+        // 1) Type traits not to be specified when creating the drop operator
+        // 2) The LSMRTreeDataflowHelper to get acceptable type traits
+        // This should eventually not be *hacked*, but I don't know the proper fix yet. -zheilbron
+        super(spec, 0, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, new ITypeTraits[] {
+                IntegerPointable.TYPE_TRAITS, IntegerPointable.TYPE_TRAITS }, new IBinaryComparatorFactory[] { null }, null,
+                dataflowHelperFactory, null, false, false,
+                null, NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, NoOpOperationCallbackFactory.INSTANCE);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexDropOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java
new file mode 100644
index 0000000..650685b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexDropOperatorNodePushable.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+
+public class IndexDropOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexDataflowHelper indexHelper;
+
+    public IndexDropOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+
+    @Override
+    public int getInputArity() {
+        return 0;
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        indexHelper.destroy();
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java
new file mode 100644
index 0000000..9438632
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexInsertUpdateDeleteOperatorNodePushable.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITupleFilter;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public class IndexInsertUpdateDeleteOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final IIndexDataflowHelper indexHelper;
+    protected final IRecordDescriptorProvider recordDescProvider;
+    protected final IndexOperation op;
+    protected final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+    protected FrameTupleAccessor accessor;
+    protected FrameTupleReference frameTuple;
+    protected IFrame writeBuffer;
+    protected IIndexAccessor indexAccessor;
+    protected ITupleFilter tupleFilter;
+    protected IModificationOperationCallback modCallback;
+    protected IIndex index;
+
+    public IndexInsertUpdateDeleteOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider, IndexOperation op) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.recordDescProvider = recordDescProvider;
+        this.op = op;
+        this.tuple.setFieldPermutation(fieldPermutation);
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        RecordDescriptor inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+        accessor = new FrameTupleAccessor(inputRecDesc);
+        writeBuffer = new VSizeFrame(ctx);
+        indexHelper.open();
+        index = indexHelper.getIndexInstance();
+        try {
+            writer.open();
+            modCallback = opDesc.getModificationOpCallbackFactory().createModificationOperationCallback(
+                    indexHelper.getResourcePath(), indexHelper.getResourceID(), indexHelper.getResourcePartition(),
+                    index, ctx);
+            indexAccessor = index.createAccessor(modCallback, NoOpOperationCallback.INSTANCE);
+            ITupleFilterFactory tupleFilterFactory = opDesc.getTupleFilterFactory();
+            if (tupleFilterFactory != null) {
+                tupleFilter = tupleFilterFactory.createTupleFilter(indexHelper.getTaskContext());
+                frameTuple = new FrameTupleReference();
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            try {
+                if (tupleFilter != null) {
+                    frameTuple.reset(accessor, i);
+                    if (!tupleFilter.accept(frameTuple)) {
+                        continue;
+                    }
+                }
+                tuple.reset(accessor, i);
+
+                switch (op) {
+                    case INSERT: {
+                        try {
+                            indexAccessor.insert(tuple);
+                        } catch (TreeIndexDuplicateKeyException e) {
+                            // ingnore that exception to allow inserting existing keys which becomes an NoOp
+                        }
+                        break;
+                    }
+                    case UPDATE: {
+                        indexAccessor.update(tuple);
+                        break;
+                    }
+                    case UPSERT: {
+                        indexAccessor.upsert(tuple);
+                        break;
+                    }
+                    case DELETE: {
+                        try {
+                            indexAccessor.delete(tuple);
+                        } catch (TreeIndexNonExistentKeyException e) {
+                            // ingnore that exception to allow deletions of non-existing keys
+                        }
+                        break;
+                    }
+                    default: {
+                        throw new HyracksDataException(
+                                "Unsupported operation " + op + " in tree index InsertUpdateDelete operator");
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw e;
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        // Pass a copy of the frame to next op.
+        writeBuffer.ensureFrameSize(buffer.capacity());
+        FrameUtils.copyAndFlip(buffer, writeBuffer.getBuffer());
+        FrameUtils.flushFrame(writeBuffer.getBuffer(), writer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (index != null) {
+            try {
+                writer.close();
+            } finally {
+                indexHelper.close();
+            }
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        if (index != null) {
+            writer.fail();
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        writer.flush();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java
new file mode 100644
index 0000000..5953abe
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexLifecycleManager.java
@@ -0,0 +1,270 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponent;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+
+public class IndexLifecycleManager implements IIndexLifecycleManager, ILifeCycleComponent {
+    private static final long DEFAULT_MEMORY_BUDGET = 1024 * 1024 * 100; // 100 megabytes
+
+    private final Map<String, IndexInfo> indexInfos;
+    private final long memoryBudget;
+    private long memoryUsed;
+
+    public IndexLifecycleManager() {
+        this(DEFAULT_MEMORY_BUDGET);
+    }
+
+    public IndexLifecycleManager(long memoryBudget) {
+        this.indexInfos = new HashMap<>();
+        this.memoryBudget = memoryBudget;
+        this.memoryUsed = 0;
+    }
+
+    private boolean evictCandidateIndex() throws HyracksDataException {
+        // Why min()? As a heuristic for eviction, we will take an open index
+        // (an index consuming memory)
+        // that is not being used (refcount == 0) and has been least recently
+        // used. The sort order defined
+        // for IndexInfo maintains this. See IndexInfo.compareTo().
+        IndexInfo info = Collections.min(indexInfos.values());
+        if (info.referenceCount != 0 || !info.isOpen) {
+            return false;
+        }
+
+        info.index.deactivate();
+        //find resource name and deallocate its memory
+        for (Entry<String, IndexInfo> entry : indexInfos.entrySet()) {
+            if (entry.getValue() == info) {
+                deallocateMemory(entry.getKey());
+                break;
+            }
+        }
+        info.isOpen = false;
+        return true;
+    }
+
+    private class IndexInfo implements Comparable<IndexInfo> {
+        private final IIndex index;
+        private int referenceCount;
+        private long lastAccess;
+        private boolean isOpen;
+        private boolean memoryAllocated;
+
+        public IndexInfo(IIndex index) {
+            this.index = index;
+            this.lastAccess = -1;
+            this.referenceCount = 0;
+            this.isOpen = false;
+            this.memoryAllocated = false;
+        }
+
+        public void touch() {
+            lastAccess = System.currentTimeMillis();
+            referenceCount++;
+        }
+
+        public void untouch() {
+            lastAccess = System.currentTimeMillis();
+            referenceCount--;
+        }
+
+        @Override
+        public int compareTo(IndexInfo i) {
+            // sort by (isOpen, referenceCount, lastAccess) ascending, where
+            // true < false
+            //
+            // Example sort order:
+            // -------------------
+            // (F, 0, 70) <-- largest
+            // (F, 0, 60)
+            // (T, 10, 80)
+            // (T, 10, 70)
+            // (T, 9, 90)
+            // (T, 0, 100) <-- smallest
+            if (isOpen && !i.isOpen) {
+                return -1;
+            } else if (!isOpen && i.isOpen) {
+                return 1;
+            } else {
+                if (referenceCount < i.referenceCount) {
+                    return -1;
+                } else if (referenceCount > i.referenceCount) {
+                    return 1;
+                } else {
+                    if (lastAccess < i.lastAccess) {
+                        return -1;
+                    } else if (lastAccess > i.lastAccess) {
+                        return 1;
+                    } else {
+                        return 0;
+                    }
+                }
+            }
+        }
+
+        public String toString() {
+            return "{index: " + index + ", isOpen: " + isOpen + ", refCount: " + referenceCount + ", lastAccess: "
+                    + lastAccess + "}";
+        }
+    }
+
+    @Override
+    public List<IIndex> getOpenIndexes() {
+        List<IIndex> openIndexes = new ArrayList<IIndex>();
+        for (IndexInfo i : indexInfos.values()) {
+            if (i.isOpen) {
+                openIndexes.add(i.index);
+            }
+        }
+        return openIndexes;
+    }
+
+    @Override
+    public void start() {
+    }
+
+    @Override
+    public void stop(boolean dumpState, OutputStream outputStream) throws IOException {
+        if (dumpState) {
+            dumpState(outputStream);
+        }
+
+        for (IndexInfo i : indexInfos.values()) {
+            if (i.isOpen) {
+                i.index.deactivate();
+            }
+        }
+    }
+
+    public void dumpState(OutputStream os) throws IOException {
+        StringBuilder sb = new StringBuilder();
+
+        sb.append(String.format("Memory budget = %d\n", memoryBudget));
+        sb.append(String.format("Memory used = %d\n", memoryUsed));
+
+        String headerFormat = "%-20s %-10s %-20s %-20s %-20s\n";
+        String rowFormat = "%-20d %-10b %-20d %-20s %-20s\n";
+        sb.append(String.format(headerFormat, "ResourceName", "Open", "Reference Count", "Last Access", "Index Name"));
+        IndexInfo ii;
+        for (Map.Entry<String, IndexInfo> entry : indexInfos.entrySet()) {
+            ii = entry.getValue();
+            sb.append(String.format(rowFormat, entry.getKey(), ii.isOpen, ii.referenceCount, ii.lastAccess, ii.index));
+        }
+        os.write(sb.toString().getBytes());
+    }
+
+    @Override
+    public void register(String resourcePath, IIndex index) throws HyracksDataException {
+        if (indexInfos.containsKey(resourcePath)) {
+            throw new HyracksDataException("Index with resource name " + resourcePath + " already exists.");
+        }
+        indexInfos.put(resourcePath, new IndexInfo(index));
+    }
+
+    @Override
+    public void open(String resourcePath) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourcePath);
+        if (info == null) {
+            throw new HyracksDataException(
+                    "Failed to open index with resource name " + resourcePath + " since it does not exist.");
+        }
+
+        if (!info.isOpen) {
+            allocateMemory(resourcePath);
+            info.index.activate();
+            info.isOpen = true;
+        }
+        info.touch();
+    }
+
+    @Override
+    public void close(String resourcePath) throws HyracksDataException {
+        indexInfos.get(resourcePath).untouch();
+    }
+
+    @Override
+    public IIndex getIndex(String resourcePath) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourcePath);
+        return info == null ? null : info.index;
+    }
+
+    @Override
+    public void unregister(String resourcePath) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourcePath);
+        if (info == null) {
+            throw new HyracksDataException("Index with resource name " + resourcePath + " does not exist.");
+        }
+
+        if (info.referenceCount != 0) {
+            indexInfos.put(resourcePath, info);
+            throw new HyracksDataException("Cannot remove index while it is open.");
+        }
+
+        if (info.isOpen) {
+            info.index.deactivate();
+            deallocateMemory(resourcePath);
+        }
+        indexInfos.remove(resourcePath);
+    }
+
+    @Override
+    public void allocateMemory(String resourcePath) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourcePath);
+        if (info == null) {
+            throw new HyracksDataException("Failed to allocate memory for index with resource ID " + resourcePath
+                    + " since it does not exist.");
+        }
+        if (!info.memoryAllocated) {
+            long inMemorySize = info.index.getMemoryAllocationSize();
+            while (memoryUsed + inMemorySize > memoryBudget) {
+                if (!evictCandidateIndex()) {
+                    throw new HyracksDataException(
+                            "Cannot allocate memory for index since memory budget would be exceeded.");
+                }
+            }
+            memoryUsed += inMemorySize;
+            info.memoryAllocated = true;
+        }
+    }
+
+    private void deallocateMemory(String resourcePath) throws HyracksDataException {
+        IndexInfo info = indexInfos.get(resourcePath);
+        if (info == null) {
+            throw new HyracksDataException("Failed to deallocate memory for index with resource name " + resourcePath
+                    + " since it does not exist.");
+        }
+        if (info.isOpen && info.memoryAllocated) {
+            memoryUsed -= info.index.getMemoryAllocationSize();
+            info.memoryAllocated = false;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexRegistry.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexRegistry.java
new file mode 100644
index 0000000..4739e98
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexRegistry.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.util.HashMap;
+
+public class IndexRegistry<IndexType> {
+
+    private HashMap<Integer, IndexType> map = new HashMap<Integer, IndexType>();
+
+    public IndexType get(int indexId) {
+        return map.get(indexId);
+    }
+
+    public void register(int indexId, IndexType index) {
+        map.put(indexId, index);
+    }
+
+    public void unregister(int indexId) {
+        map.remove(indexId);
+    }
+
+    public int size() {
+        return map.size();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
new file mode 100644
index 0000000..c4f3fca
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/IndexSearchOperatorNodePushable.java
@@ -0,0 +1,244 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.INullWriter;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+
+public abstract class IndexSearchOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+    protected final IIndexOperatorDescriptor opDesc;
+    protected final IHyracksTaskContext ctx;
+    protected final IIndexDataflowHelper indexHelper;
+    protected FrameTupleAccessor accessor;
+
+    protected FrameTupleAppender appender;
+    protected ArrayTupleBuilder tb;
+    protected DataOutput dos;
+
+    protected IIndex index;
+    protected ISearchPredicate searchPred;
+    protected IIndexCursor cursor;
+    protected IIndexAccessor indexAccessor;
+
+    protected final RecordDescriptor inputRecDesc;
+    protected final boolean retainInput;
+    protected FrameTupleReference frameTuple;
+
+    protected final boolean retainNull;
+    protected ArrayTupleBuilder nullTupleBuild;
+    protected INullWriter nullWriter;
+
+    protected final int[] minFilterFieldIndexes;
+    protected final int[] maxFilterFieldIndexes;
+    protected PermutingFrameTupleReference minFilterKey;
+    protected PermutingFrameTupleReference maxFilterKey;
+
+    public IndexSearchOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IRecordDescriptorProvider recordDescProvider, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+        this.retainInput = opDesc.getRetainInput();
+        this.retainNull = opDesc.getRetainNull();
+        if (this.retainNull) {
+            this.nullWriter = opDesc.getNullWriterFactory().createNullWriter();
+        }
+        this.inputRecDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
+        this.minFilterFieldIndexes = minFilterFieldIndexes;
+        this.maxFilterFieldIndexes = maxFilterFieldIndexes;
+        if (minFilterFieldIndexes != null && minFilterFieldIndexes.length > 0) {
+            minFilterKey = new PermutingFrameTupleReference();
+            minFilterKey.setFieldPermutation(minFilterFieldIndexes);
+        }
+        if (maxFilterFieldIndexes != null && maxFilterFieldIndexes.length > 0) {
+            maxFilterKey = new PermutingFrameTupleReference();
+            maxFilterKey.setFieldPermutation(maxFilterFieldIndexes);
+        }
+    }
+
+    protected abstract ISearchPredicate createSearchPredicate();
+
+    protected abstract void resetSearchPredicate(int tupleIndex);
+
+    protected IIndexCursor createCursor() {
+        return indexAccessor.createSearchCursor(false);
+    }
+
+    protected abstract int getFieldCount();
+
+    @Override
+    public void open() throws HyracksDataException {
+        writer.open();
+        indexHelper.open();
+        index = indexHelper.getIndexInstance();
+        accessor = new FrameTupleAccessor(inputRecDesc);
+        if (retainNull) {
+            int fieldCount = getFieldCount();
+            nullTupleBuild = new ArrayTupleBuilder(fieldCount);
+            DataOutput out = nullTupleBuild.getDataOutput();
+            for (int i = 0; i < fieldCount; i++) {
+                try {
+                    nullWriter.writeNull(out);
+                } catch (IOException e) {
+                    e.printStackTrace();
+                }
+                nullTupleBuild.addFieldEndOffset();
+            }
+        } else {
+            nullTupleBuild = null;
+        }
+
+        try {
+            searchPred = createSearchPredicate();
+            tb = new ArrayTupleBuilder(recordDesc.getFieldCount());
+            dos = tb.getDataOutput();
+            appender = new FrameTupleAppender(new VSizeFrame(ctx), true);
+            ISearchOperationCallback searchCallback = opDesc.getSearchOpCallbackFactory()
+                    .createSearchOperationCallback(indexHelper.getResourceID(), ctx);
+            indexAccessor = index.createAccessor(NoOpOperationCallback.INSTANCE, searchCallback);
+            cursor = createCursor();
+            if (retainInput) {
+                frameTuple = new FrameTupleReference();
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    protected void writeSearchResults(int tupleIndex) throws Exception {
+        boolean matched = false;
+        while (cursor.hasNext()) {
+            matched = true;
+            tb.reset();
+            cursor.next();
+            if (retainInput) {
+                frameTuple.reset(accessor, tupleIndex);
+                for (int i = 0; i < frameTuple.getFieldCount(); i++) {
+                    dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+                    tb.addFieldEndOffset();
+                }
+            }
+            ITupleReference tuple = cursor.getTuple();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                dos.write(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                tb.addFieldEndOffset();
+            }
+            FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
+        }
+
+        if (!matched && retainInput && retainNull) {
+            FrameUtils.appendConcatToWriter(writer, appender, accessor, tupleIndex, nullTupleBuild.getFieldEndOffsets(),
+                    nullTupleBuild.getByteArray(), 0, nullTupleBuild.getSize());
+        }
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+        try {
+            for (int i = 0; i < tupleCount; i++) {
+                resetSearchPredicate(i);
+                cursor.reset();
+                indexAccessor.search(cursor, searchPred);
+                writeSearchResults(i);
+            }
+        } catch (Exception e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        appender.flush(writer);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        HyracksDataException closeException = null;
+        if (index != null) {
+            // if index == null, then the index open was not successful
+            try {
+                appender.write(writer, true);
+            } catch (Throwable th) {
+                closeException = new HyracksDataException(th);
+            }
+
+            try {
+                cursor.close();
+            } catch (Throwable th) {
+                if (closeException == null) {
+                    closeException = new HyracksDataException(th);
+                } else {
+                    closeException.addSuppressed(th);
+                }
+            }
+            try {
+                indexHelper.close();
+            } catch (Throwable th) {
+                if (closeException == null) {
+                    closeException = new HyracksDataException(th);
+                } else {
+                    closeException.addSuppressed(th);
+                }
+            }
+        }
+        try {
+            // will definitely be called regardless of exceptions
+            writer.close();
+        } catch (Throwable th) {
+            if (closeException == null) {
+                closeException = new HyracksDataException(th);
+            } else {
+                closeException.addSuppressed(th);
+            }
+        }
+        if (closeException != null) {
+            throw closeException;
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java
new file mode 100644
index 0000000..0823a74
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class TreeIndexBulkLoadOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final float fillFactor;
+    private final boolean verifyInput;
+    private final long numElementsHint;
+    private final boolean checkIfEmptyIndex;
+
+    public TreeIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            float fillFactor, boolean verifyInput, long numElementsHint, boolean checkIfEmptyIndex,
+            IIndexDataflowHelperFactory dataflowHelperFactory) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false, false, null,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
+        this.fieldPermutation = fieldPermutation;
+        this.fillFactor = fillFactor;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
+        this.checkIfEmptyIndex = checkIfEmptyIndex;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, fillFactor, verifyInput,
+                numElementsHint, checkIfEmptyIndex, recordDescProvider);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java
new file mode 100644
index 0000000..e3d00d5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexCreateOperatorDescriptor.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public class TreeIndexCreateOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public TreeIndexCreateOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 0, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false, false, null,
+                localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexCreateOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java
new file mode 100644
index 0000000..6d3d7a1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDataflowHelper.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+
+public abstract class TreeIndexDataflowHelper extends IndexDataflowHelper {
+
+    public TreeIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            boolean durable) {
+        super(opDesc, ctx, partition, durable);
+    }
+
+    public ITreeIndexCursor createDiskOrderScanCursor(ITreeIndexFrame leafFrame) throws HyracksDataException {
+        return new TreeIndexDiskOrderScanCursor(leafFrame);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java
new file mode 100644
index 0000000..d3f1723
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorDescriptor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class TreeIndexDiskOrderScanOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public TreeIndexDiskOrderScanOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 0, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits, null, null,
+                dataflowHelperFactory, null, false, false,
+                null, NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider, NoOpOperationCallbackFactory.INSTANCE);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new TreeIndexDiskOrderScanOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java
new file mode 100644
index 0000000..170950e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexDiskOrderScanOperatorNodePushable.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+
+public class TreeIndexDiskOrderScanOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
+    private final AbstractTreeIndexOperatorDescriptor opDesc;
+    private final IHyracksTaskContext ctx;
+    private final TreeIndexDataflowHelper treeIndexHelper;
+    private ITreeIndex treeIndex;
+
+    public TreeIndexDiskOrderScanOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc,
+            IHyracksTaskContext ctx, int partition) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
+                .createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        treeIndexHelper.open();
+        treeIndex = (ITreeIndex) treeIndexHelper.getIndexInstance();
+        try {
+            ITreeIndexFrame cursorFrame = treeIndex.getLeafFrameFactory().createFrame();
+            ITreeIndexCursor cursor = treeIndexHelper.createDiskOrderScanCursor(cursorFrame);
+            ISearchOperationCallback searchCallback = opDesc.getSearchOpCallbackFactory()
+                    .createSearchOperationCallback(treeIndexHelper.getResourceID(), ctx);
+            ITreeIndexAccessor indexAccessor = (ITreeIndexAccessor) treeIndex
+                    .createAccessor(NoOpOperationCallback.INSTANCE, searchCallback);
+            try {
+                writer.open();
+                indexAccessor.diskOrderScan(cursor);
+                int fieldCount = treeIndex.getFieldCount();
+                FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+                ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+                DataOutput dos = tb.getDataOutput();
+
+                while (cursor.hasNext()) {
+                    tb.reset();
+                    cursor.next();
+
+                    ITupleReference frameTuple = cursor.getTuple();
+                    for (int i = 0; i < frameTuple.getFieldCount(); i++) {
+                        dos.write(frameTuple.getFieldData(i), frameTuple.getFieldStart(i),
+                                frameTuple.getFieldLength(i));
+                        tb.addFieldEndOffset();
+                    }
+
+                    FrameUtils.appendToWriter(writer, appender, tb.getFieldEndOffsets(), tb.getByteArray(), 0,
+                            tb.getSize());
+
+                }
+                appender.write(writer, true);
+            } catch (Throwable th) {
+                writer.fail();
+                throw new HyracksDataException(th);
+            } finally {
+                try {
+                    cursor.close();
+                } catch (Exception cursorCloseException) {
+                    throw new IllegalStateException(cursorCloseException);
+                } finally {
+                    writer.close();
+                }
+            }
+        } catch (Throwable th) {
+            treeIndexHelper.close();
+            throw new HyracksDataException(th);
+        }
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+        treeIndexHelper.close();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
new file mode 100644
index 0000000..128be56
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class TreeIndexInsertUpdateDeleteOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final IndexOperation op;
+
+    public TreeIndexInsertUpdateDeleteOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, tupleFilterFactory, false,
+                false, null,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackProvider);
+        this.fieldPermutation = fieldPermutation;
+        this.op = op;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+                recordDescProvider, op);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java
new file mode 100644
index 0000000..1e9b75e0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorDescriptor.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class TreeIndexStatsOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+    private static final RecordDescriptor recDesc = new RecordDescriptor(
+            new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+    public TreeIndexStatsOperatorDescriptor(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, IFileSplitProvider fileSplitProvider,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory, ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 0, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false,
+                false, null,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider, NoOpOperationCallbackFactory.INSTANCE);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new TreeIndexStatsOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java
new file mode 100644
index 0000000..f70df29
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/dataflow/TreeIndexStatsOperatorNodePushable.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.dataflow;
+
+import java.io.DataOutput;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryOutputSourceOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.util.TreeIndexStats;
+import org.apache.hyracks.storage.am.common.util.TreeIndexStatsGatherer;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class TreeIndexStatsOperatorNodePushable extends AbstractUnaryOutputSourceOperatorNodePushable {
+    private final AbstractTreeIndexOperatorDescriptor opDesc;
+    private final IHyracksTaskContext ctx;
+    private final TreeIndexDataflowHelper treeIndexHelper;
+    private final UTF8StringSerializerDeserializer utf8SerDer = new UTF8StringSerializerDeserializer();
+    private TreeIndexStatsGatherer statsGatherer;
+
+    public TreeIndexStatsOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        this.opDesc = opDesc;
+        this.ctx = ctx;
+        this.treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory()
+                .createIndexDataflowHelper(opDesc, ctx, partition);
+
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        treeIndexHelper.open();
+        ITreeIndex treeIndex = (ITreeIndex) treeIndexHelper.getIndexInstance();
+        try {
+            writer.open();
+            IBufferCache bufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider fileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            int indexFileId = fileMapProvider.lookupFileId(treeIndexHelper.getFileReference());
+            statsGatherer = new TreeIndexStatsGatherer(bufferCache, treeIndex.getMetaManager(), indexFileId,
+                    treeIndex.getRootPageId());
+            TreeIndexStats stats = statsGatherer.gatherStats(treeIndex.getLeafFrameFactory().createFrame(), treeIndex
+                    .getInteriorFrameFactory().createFrame(), treeIndex.getMetaManager().getMetaDataFrameFactory()
+                    .createFrame());
+            // Write the stats output as a single string field.
+            FrameTupleAppender appender = new FrameTupleAppender(new VSizeFrame(ctx));
+            ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+            DataOutput dos = tb.getDataOutput();
+            tb.reset();
+            utf8SerDer.serialize(stats.toString(), dos);
+            tb.addFieldEndOffset();
+            if (!appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize())) {
+                throw new HyracksDataException("Record size (" + tb.getSize() + ") larger than frame size ("
+                        + appender.getBuffer().capacity() + ")");
+            }
+            appender.write(writer, false);
+        } catch (Exception e) {
+            writer.fail();
+            throw new HyracksDataException(e);
+        } finally {
+            writer.close();
+            treeIndexHelper.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenThread.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenThread.java
new file mode 100644
index 0000000..e031a51
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenThread.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.io.IOException;
+import java.util.Random;
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.LinkedBlockingQueue;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+
+/**
+ * Quick & dirty data generator for multi-thread testing.
+ */
+@SuppressWarnings("rawtypes")
+public class DataGenThread extends Thread {
+    public final BlockingQueue<TupleBatch> tupleBatchQueue;
+    private final int maxNumBatches;
+    private final int maxOutstandingBatches;
+    private int numBatches = 0;
+    private final Random rnd;
+
+    // maxOutstandingBatches pre-created tuple-batches for populating the queue.
+    private TupleBatch[] tupleBatches;
+    private int ringPos;
+
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            int payloadSize, int rndSeed, int maxOutstandingBatches, boolean sorted) {
+        this.maxNumBatches = maxNumBatches;
+        this.maxOutstandingBatches = maxOutstandingBatches;
+        rnd = new Random(rndSeed);
+        tupleBatches = new TupleBatch[maxOutstandingBatches];
+        IFieldValueGenerator[] fieldGens = DataGenUtils.getFieldGensFromSerdes(fieldSerdes, rnd, sorted);
+        for (int i = 0; i < maxOutstandingBatches; i++) {
+            tupleBatches[i] = new TupleBatch(batchSize, fieldGens, fieldSerdes, payloadSize);
+        }
+        tupleBatchQueue = new LinkedBlockingQueue<TupleBatch>(maxOutstandingBatches);
+        ringPos = 0;
+    }
+
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            IFieldValueGenerator[] fieldGens, int rndSeed, int maxOutstandingBatches) {
+        this.maxNumBatches = maxNumBatches;
+        this.maxOutstandingBatches = maxOutstandingBatches;
+        rnd = new Random(rndSeed);
+        tupleBatches = new TupleBatch[maxOutstandingBatches];
+        for (int i = 0; i < maxOutstandingBatches; i++) {
+            tupleBatches[i] = new TupleBatch(batchSize, fieldGens, fieldSerdes, 0);
+        }
+        tupleBatchQueue = new LinkedBlockingQueue<TupleBatch>(maxOutstandingBatches);
+        ringPos = 0;
+    }
+
+    @Override
+    public void run() {
+        while (numBatches < maxNumBatches) {
+            boolean added = false;
+            try {
+                if (tupleBatches[ringPos].inUse.compareAndSet(false, true)) {
+                    tupleBatches[ringPos].generate();
+                    tupleBatchQueue.put(tupleBatches[ringPos]);
+                    added = true;
+                }
+            } catch (IOException e) {
+                e.printStackTrace();
+            } catch (InterruptedException e) {
+                e.printStackTrace();
+            }
+            if (added) {
+                numBatches++;
+                ringPos++;
+                if (ringPos >= maxOutstandingBatches) {
+                    ringPos = 0;
+                }
+            }
+        }
+    }
+
+    public TupleBatch getBatch() throws InterruptedException {
+        return tupleBatchQueue.take();
+    }
+
+    public void releaseBatch(TupleBatch batch) {
+        batch.inUse.set(false);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenUtils.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenUtils.java
new file mode 100644
index 0000000..130f7e2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DataGenUtils.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.FloatSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+
+@SuppressWarnings("rawtypes")
+public class DataGenUtils {
+    public static IFieldValueGenerator getFieldGenFromSerde(ISerializerDeserializer serde, Random rnd, boolean sorted) {
+        if (serde instanceof IntegerSerializerDeserializer) {
+            if (sorted) {
+                return new SortedIntegerFieldValueGenerator();
+            } else {
+                return new IntegerFieldValueGenerator(rnd);
+            }
+        } else if (serde instanceof FloatSerializerDeserializer) {
+            if (sorted) {
+                return new SortedFloatFieldValueGenerator();
+            } else {
+                return new FloatFieldValueGenerator(rnd);
+            }
+        } else if (serde instanceof DoubleSerializerDeserializer) {
+            if (sorted) {
+                return new SortedDoubleFieldValueGenerator();
+            } else {
+                return new DoubleFieldValueGenerator(rnd);
+            }
+        } else if (serde instanceof UTF8StringSerializerDeserializer) {
+            return new StringFieldValueGenerator(20, rnd);
+        }
+        return null;
+    }
+
+    public static IFieldValueGenerator[] getFieldGensFromSerdes(ISerializerDeserializer[] serdes, Random rnd,
+            boolean sorted) {
+        IFieldValueGenerator[] fieldValueGens = new IFieldValueGenerator[serdes.length];
+        for (int i = 0; i < serdes.length; i++) {
+            fieldValueGens[i] = getFieldGenFromSerde(serdes[i], rnd, sorted);
+        }
+        return fieldValueGens;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
new file mode 100644
index 0000000..1e8077c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+import org.apache.hyracks.util.MathUtil;
+
+public class DocumentStringFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final int docMinWords;
+    private final int docMaxWords;
+    private final int maxDictionarySize;
+    private final Random rnd;
+    private int[] cumulIntRanges;
+
+    private List<String> tokenDict = new ArrayList<String>();
+
+    public DocumentStringFieldValueGenerator(int docMinWords, int docMaxWords, int maxDictionarySize, Random rnd)
+            throws IOException {
+        this.docMinWords = docMinWords;
+        this.docMaxWords = docMaxWords;
+        this.maxDictionarySize = maxDictionarySize;
+        this.rnd = rnd;
+        initDictionary();
+        double[] zipfProbDist = ProbabilityHelper.getZipfProbDist(tokenDict.size(), 1);
+        cumulIntRanges = ProbabilityHelper.getCumulIntRanges(zipfProbDist);
+    }
+
+    private void initDictionary() throws IOException {
+        String line;
+        int count = 0;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = firstNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = lastNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+        int numWords = MathUtil.stripSignBit(rnd.nextInt()) % (docMaxWords - docMinWords + 1) + docMinWords;
+        for (int i = 0; i < numWords; i++) {
+            int ix = ProbabilityHelper.choose(cumulIntRanges, rnd.nextInt());
+            strBuilder.append(tokenDict.get(ix));
+            if (i != numWords - 1) {
+                strBuilder.append(" ");
+            }
+        }
+        return strBuilder.toString();
+    }
+
+    public List<String> getTokenDictionary() {
+        return tokenDict;
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
new file mode 100644
index 0000000..8e36335
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Random;
+
+public class DoubleFieldValueGenerator implements IFieldValueGenerator<Double> {
+    protected final Random rnd;
+
+    public DoubleFieldValueGenerator(Random rnd) {
+        this.rnd = rnd;
+    }
+
+    @Override
+    public Double next() {
+        return rnd.nextDouble();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
new file mode 100644
index 0000000..851a0f4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Random;
+
+public class FloatFieldValueGenerator implements IFieldValueGenerator<Float> {
+    protected final Random rnd;
+
+    public FloatFieldValueGenerator(Random rnd) {
+        this.rnd = rnd;
+    }
+
+    @Override
+    public Float next() {
+        return rnd.nextFloat();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
new file mode 100644
index 0000000..dbd4bfc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+public interface IFieldValueGenerator<T> {
+    public T next();
+    public void reset();
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
new file mode 100644
index 0000000..6c5f649
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Random;
+
+public class IntegerFieldValueGenerator implements IFieldValueGenerator<Integer> {
+    protected final Random rnd;
+
+    public IntegerFieldValueGenerator(Random rnd) {
+        this.rnd = rnd;
+    }
+
+    @Override
+    public Integer next() {
+        return rnd.nextInt();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
new file mode 100644
index 0000000..5af0b0f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+import org.apache.hyracks.util.MathUtil;
+
+public class PersonNameFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final Random rnd;
+    private final double middleInitialProb;
+    private final String letters = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";
+
+    private List<String> firstNames = new ArrayList<String>();
+    private List<String> lastNames = new ArrayList<String>();
+
+    public PersonNameFieldValueGenerator(Random rnd, double middleInitialProb)
+            throws IOException {
+        this.rnd = rnd;
+        this.middleInitialProb = middleInitialProb;
+        initNames();
+    }
+
+    private void initNames() throws IOException {
+        String line;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while ((line = firstNamesReader.readLine()) != null) {
+                firstNames.add(line.trim());
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while ((line = lastNamesReader.readLine()) != null) {
+                lastNames.add(line.trim());
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+
+        // First name.
+        int fix = MathUtil.stripSignBit(rnd.nextInt()) % firstNames.size();
+        strBuilder.append(firstNames.get(fix));
+        strBuilder.append(" ");
+
+        // Optional middle initial.
+        double d = Math.abs(rnd.nextDouble());
+        if (d <= middleInitialProb) {
+            int mix = MathUtil.stripSignBit(rnd.nextInt()) % letters.length();
+            strBuilder.append(letters.charAt(mix));
+            strBuilder.append(". ");
+        }
+
+        // Last name.
+        int lix = MathUtil.stripSignBit(rnd.nextInt()) % lastNames.size();
+        strBuilder.append(lastNames.get(lix));
+
+        return strBuilder.toString();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/ProbabilityHelper.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/ProbabilityHelper.java
new file mode 100644
index 0000000..c7fbd3f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/ProbabilityHelper.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Arrays;
+
+public class ProbabilityHelper {
+    public static double[] getUniformProbDist(int numChoices) {
+        double[] probDist = new double[numChoices];
+        for (int i = 0; i < numChoices; i++) {
+            probDist[i] = 1.0 / (double) numChoices;
+        }
+        return probDist;
+    }
+
+    public static double[] getZipfProbDist(int numChoices, int zipfSkew) {
+        double[] probDist = new double[numChoices];
+        double divisor = 0;
+        for (int i = 1; i <= numChoices; i++) {
+            divisor += 1.0 / (double) Math.pow((double) i, (double) zipfSkew);
+        }
+        for (int i = 1; i <= numChoices; i++) {
+            probDist[i - 1] = (1.0 / (double) Math.pow((double) i, (double) zipfSkew)) / divisor;
+        }
+        return probDist;
+    }
+
+    public static int[] getCumulIntRanges(double[] probDist) {
+        int[] opRanges = new int[probDist.length];
+        if (opRanges.length > 1) {
+            opRanges[0] = (int) Math.floor(Integer.MAX_VALUE * probDist[0]);
+            for (int i = 1; i < opRanges.length - 1; i++) {
+                opRanges[i] = opRanges[i - 1] + (int) Math.floor(Integer.MAX_VALUE * probDist[i]);
+            }
+            opRanges[opRanges.length - 1] = Integer.MAX_VALUE;
+        } else {
+            opRanges[0] = Integer.MAX_VALUE;
+        }
+        return opRanges;
+    }
+
+    public static int choose(int[] cumulIntRanges, int randomInt) {
+        int rndVal = Math.abs(randomInt);
+        int ix = Arrays.binarySearch(cumulIntRanges, rndVal);
+        if (ix < 0) {
+            ix = -ix - 1;
+        }
+        return ix;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
new file mode 100644
index 0000000..ddca6f3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+public class SortedDoubleFieldValueGenerator implements IFieldValueGenerator<Double> {
+    private double val;
+    private final double startVal;
+
+    public SortedDoubleFieldValueGenerator() {
+        startVal = 0.0d;
+        reset();
+    }
+
+    public SortedDoubleFieldValueGenerator(double startVal) {
+        this.startVal = startVal;
+        reset();
+    }
+
+    @Override
+    public Double next() {
+        return val++;
+    }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
new file mode 100644
index 0000000..1e5dd19
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+public class SortedFloatFieldValueGenerator implements IFieldValueGenerator<Float> {
+    private float val = 0.0f;
+    private final float startVal;
+
+    public SortedFloatFieldValueGenerator() {
+        startVal = 0.0f;
+        reset();
+    }
+
+    public SortedFloatFieldValueGenerator(float startVal) {
+        this.startVal = startVal;
+        reset();
+    }
+
+    @Override
+    public Float next() {
+        return val++;
+    }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
new file mode 100644
index 0000000..3ab17ca
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+public class SortedIntegerFieldValueGenerator implements IFieldValueGenerator<Integer> {
+    private int val = 0;
+    private final int startVal;
+
+    public SortedIntegerFieldValueGenerator() {
+        startVal = 0;
+        reset();
+    }
+
+    public SortedIntegerFieldValueGenerator(int startVal) {
+        this.startVal = startVal;
+        reset();
+    }
+
+    @Override
+    public Integer next() {
+        return val++;
+    }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
new file mode 100644
index 0000000..9418447
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.util.Random;
+
+import org.apache.hyracks.util.MathUtil;
+
+public class StringFieldValueGenerator implements IFieldValueGenerator<String> {
+    private int maxLen;
+    private final Random rnd;
+
+    public StringFieldValueGenerator(int maxLen, Random rnd) {
+        this.maxLen = maxLen;
+        this.rnd = rnd;
+    }
+
+    public void setMaxLength(int maxLen) {
+        this.maxLen = maxLen;
+    }
+
+    @Override
+    public String next() {
+        String s = Long.toHexString(Double.doubleToLongBits(rnd.nextDouble()));
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < s.length() && i < maxLen; i++) {
+            strBuilder.append(s.charAt(MathUtil.stripSignBit(rnd.nextInt()) % s.length()));
+        }
+        return strBuilder.toString();
+    }
+
+    @Override
+    public void reset() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleBatch.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleBatch.java
new file mode 100644
index 0000000..c34c7bc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleBatch.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.io.IOException;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+@SuppressWarnings("rawtypes")
+public class TupleBatch {
+    private final int size;
+    private final TupleGenerator[] tupleGens;
+    public final AtomicBoolean inUse = new AtomicBoolean(false);
+
+    public TupleBatch(int size, IFieldValueGenerator[] fieldGens, ISerializerDeserializer[] fieldSerdes, int payloadSize) {
+        this.size = size;
+        tupleGens = new TupleGenerator[size];
+        for (int i = 0; i < size; i++) {
+            tupleGens[i] = new TupleGenerator(fieldGens, fieldSerdes, payloadSize);
+        }
+    }
+
+    public void generate() throws IOException {
+        for(TupleGenerator tupleGen : tupleGens) {
+            tupleGen.next();
+        }
+    }
+
+    public int size() {
+        return size;
+    }
+
+    public ITupleReference get(int ix) {
+        return tupleGens[ix].get();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleGenerator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleGenerator.java
new file mode 100644
index 0000000..4f26065
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/datagen/TupleGenerator.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.datagen;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+@SuppressWarnings({"rawtypes", "unchecked" })
+public class TupleGenerator {
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IFieldValueGenerator[] fieldGens;
+    protected final ArrayTupleBuilder tb;
+    protected final ArrayTupleReference tuple;
+    protected final byte[] payload;
+    protected final DataOutput tbDos;
+
+    public TupleGenerator(IFieldValueGenerator[] fieldGens, ISerializerDeserializer[] fieldSerdes, int payloadSize) {
+        this.fieldSerdes = fieldSerdes;
+        this.fieldGens = fieldGens;
+        tuple = new ArrayTupleReference();
+        if (payloadSize > 0) {
+            tb = new ArrayTupleBuilder(fieldSerdes.length + 1);
+            payload = new byte[payloadSize];
+        } else {
+            tb = new ArrayTupleBuilder(fieldSerdes.length);
+            payload = null;
+        }
+        tbDos = tb.getDataOutput();
+    }
+
+    public ITupleReference next() throws IOException {
+        tb.reset();
+        for (int i = 0; i < fieldSerdes.length; i++) {
+            fieldSerdes[i].serialize(fieldGens[i].next(), tbDos);
+            tb.addFieldEndOffset();
+        }
+        if (payload != null) {
+            tbDos.write(payload);
+            tb.addFieldEndOffset();
+        }
+        tuple.reset(tb.getFieldEndOffsets(), tb.getByteArray());
+        return tuple;
+    }
+
+    public ITupleReference get() {
+        return tuple;
+    }
+
+    public void reset() {
+        for (IFieldValueGenerator fieldGen : fieldGens) {
+            fieldGen.reset();
+        }
+    }
+
+    public ISerializerDeserializer[] getFieldSerdes() {
+        return fieldSerdes;
+    }
+
+    public IFieldValueGenerator[] getFieldGens() {
+        return fieldGens;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexDuplicateKeyException.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexDuplicateKeyException.java
new file mode 100644
index 0000000..3178740
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexDuplicateKeyException.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.exceptions;
+
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public class TreeIndexDuplicateKeyException extends TreeIndexException {
+    private static final long serialVersionUID = 1L;
+
+    public TreeIndexDuplicateKeyException(Exception e) {
+        super(e);
+    }
+
+    public TreeIndexDuplicateKeyException(String message) {
+        super(message);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexNonExistentKeyException.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexNonExistentKeyException.java
new file mode 100644
index 0000000..7aba4c8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/exceptions/TreeIndexNonExistentKeyException.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.exceptions;
+
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public class TreeIndexNonExistentKeyException extends TreeIndexException {
+
+	private static final long serialVersionUID = 1L;
+
+	public TreeIndexNonExistentKeyException(Exception e) {
+		super(e);
+	}
+
+	public TreeIndexNonExistentKeyException(String message) {
+		super(message);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/AbstractSlotManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/AbstractSlotManager.java
new file mode 100644
index 0000000..d9e119f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/AbstractSlotManager.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.frames;
+
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+
+public abstract class AbstractSlotManager implements ISlotManager {
+
+    public static final int GREATEST_KEY_INDICATOR = -1;
+    public static final int ERROR_INDICATOR = -2;
+
+	protected static final int slotSize = 4;
+	protected ITreeIndexFrame frame;
+
+	@Override
+	public int getTupleOff(int offset) {
+		return frame.getBuffer().getInt(offset);
+	}
+
+	@Override
+	public void setSlot(int offset, int value) {
+		frame.getBuffer().putInt(offset, value);
+	}
+
+	@Override
+	public int getSlotEndOff() {
+		return frame.getBuffer().capacity()
+				- (frame.getTupleCount() * slotSize);
+	}
+
+	@Override
+	public int getSlotStartOff() {
+		return frame.getBuffer().capacity() - slotSize;
+	}
+
+	@Override
+	public int getSlotSize() {
+		return slotSize;
+	}
+
+	@Override
+	public void setFrame(ITreeIndexFrame frame) {
+		this.frame = frame;
+	}
+
+	@Override
+	public int getSlotOff(int tupleIndex) {
+		return getSlotStartOff() - tupleIndex * slotSize;
+	}
+
+	@Override
+    public int getGreatestKeyIndicator() {
+        return GREATEST_KEY_INDICATOR;
+    }
+
+    @Override
+    public int getErrorIndicator() {
+        return ERROR_INDICATOR;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/FrameOpSpaceStatus.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/FrameOpSpaceStatus.java
new file mode 100644
index 0000000..0af94a3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/FrameOpSpaceStatus.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.frames;
+
+public enum FrameOpSpaceStatus {
+    INSUFFICIENT_SPACE, SUFFICIENT_CONTIGUOUS_SPACE, SUFFICIENT_SPACE, SUFFICIENT_INPLACE_SPACE
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java
new file mode 100644
index 0000000..16fdecd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrame.java
@@ -0,0 +1,165 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.frames;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+// all meta pages of this kind have a negative level
+// the first meta page has level -1, all other meta pages have level -2
+// the first meta page is special because it guarantees to have a correct max page
+// other meta pages (i.e., with level -2) have junk in the max page field
+
+public class LIFOMetaDataFrame implements ITreeIndexMetaDataFrame {
+
+    // Arbitrarily chosen magic integer.
+    protected static final int MAGIC_VALID_INT = 0x5bd1e995;
+
+    protected static final int tupleCountOff = 0; //0
+    protected static final int freeSpaceOff = tupleCountOff + 4; //4
+    protected static final int maxPageOff = freeSpaceOff + 4; //8
+    protected static final int levelOff = maxPageOff + 12; //20
+    protected static final int nextPageOff = levelOff + 1; // 21
+    protected static final int validOff = nextPageOff + 4; // 25
+
+    // The additionalFilteringPageOff is used only for LSM indexes.
+    // We store the page id that will be used to store the information of the the filter that is associated with a disk component.
+    // It is only set in the first meta page other meta pages (i.e., with level -2) have junk in the max page field.
+    private static final int additionalFilteringPageOff = validOff + 4; // 29
+    public static final int lsnOff = additionalFilteringPageOff + 4; // 33
+
+    protected ICachedPage page = null;
+    protected ByteBuffer buf = null;
+
+    public int getMaxPage() {
+        return buf.getInt(maxPageOff);
+    }
+
+    public void setMaxPage(int maxPage) {
+        buf.putInt(maxPageOff, maxPage);
+    }
+
+    public int getFreePage() {
+        int tupleCount = buf.getInt(tupleCountOff);
+        if (tupleCount > 0) {
+            // return the last page from the linked list of free pages
+            // TODO: this is a dumb policy, but good enough for now
+            int lastPageOff = buf.getInt(freeSpaceOff) - 4;
+            buf.putInt(freeSpaceOff, lastPageOff);
+            buf.putInt(tupleCountOff, tupleCount - 1);
+            return buf.getInt(lastPageOff);
+        } else {
+            return -1;
+        }
+    }
+
+    // must be checked before adding free page
+    // user of this class is responsible for getting a free page as a new meta
+    // page, latching it, etc. if there is no space on this page
+    public boolean hasSpace() {
+        return buf.getInt(freeSpaceOff) + 4 < buf.capacity();
+    }
+
+    // no bounds checking is done, there must be free space
+    public void addFreePage(int freePage) {
+        int freeSpace = buf.getInt(freeSpaceOff);
+        buf.putInt(freeSpace, freePage);
+        buf.putInt(freeSpaceOff, freeSpace + 4);
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+    }
+
+    @Override
+    public byte getLevel() {
+        return buf.get(levelOff);
+    }
+
+    @Override
+    public void setLevel(byte level) {
+        buf.put(levelOff, level);
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+        this.page = page;
+        this.buf = page.getBuffer();
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        buf.putInt(tupleCountOff, 0);
+        buf.putInt(freeSpaceOff, lsnOff + 8);
+        buf.putInt(maxPageOff, 0);
+        buf.put(levelOff, level);
+        buf.putInt(nextPageOff, -1);
+        buf.putInt(additionalFilteringPageOff, -1);
+        setValid(false);
+    }
+
+    @Override
+    public int getNextPage() {
+        return buf.getInt(nextPageOff);
+    }
+
+    @Override
+    public void setNextPage(int nextPage) {
+        buf.putInt(nextPageOff, nextPage);
+    }
+
+    @Override
+    public boolean isValid() {
+        return buf.getInt(validOff) == MAGIC_VALID_INT;
+    }
+
+    @Override
+    public void setValid(boolean isValid) {
+        if (isValid) {
+            buf.putInt(validOff, MAGIC_VALID_INT);
+        } else {
+            buf.putInt(validOff, 0);
+        }
+    }
+
+    @Override
+    public long getLSN() {
+        return buf.getLong(lsnOff);
+    }
+
+    @Override
+    public void setLSN(long lsn) {
+        buf.putLong(lsnOff, lsn);
+    }
+
+    @Override
+    public int getLSMComponentFilterPageId() {
+        return buf.getInt(additionalFilteringPageOff);
+    }
+
+    @Override
+    public void setLSMComponentFilterPageId(int filterPage) {
+        buf.putInt(additionalFilteringPageOff, filterPage);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrameFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrameFactory.java
new file mode 100644
index 0000000..a130f3c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/LIFOMetaDataFrameFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.frames;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+
+public class LIFOMetaDataFrameFactory implements ITreeIndexMetaDataFrameFactory {
+	@Override
+	public ITreeIndexMetaDataFrame createFrame() {
+		return new LIFOMetaDataFrame();
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java
new file mode 100644
index 0000000..414ce27
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/frames/TreeIndexNSMFrame.java
@@ -0,0 +1,305 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.frames;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.ophelpers.SlotOffTupleOff;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class TreeIndexNSMFrame implements ITreeIndexFrame {
+
+    protected static final int pageLsnOff = 0; // 0
+    protected static final int tupleCountOff = pageLsnOff + 8; // 8
+    protected static final int freeSpaceOff = tupleCountOff + 4; // 12
+    protected static final int totalFreeSpaceOff = freeSpaceOff + 4; // 16
+    protected static final int levelOff = totalFreeSpaceOff + 4; // 20
+    protected static final int smFlagOff = levelOff + 1; // 21
+
+    protected ICachedPage page = null;
+    protected ByteBuffer buf = null;
+    protected ISlotManager slotManager;
+
+    protected ITreeIndexTupleWriter tupleWriter;
+    protected ITreeIndexTupleReference frameTuple;
+
+    public TreeIndexNSMFrame(ITreeIndexTupleWriter tupleWriter, ISlotManager slotManager) {
+        this.tupleWriter = tupleWriter;
+        this.frameTuple = tupleWriter.createTupleReference();
+        this.slotManager = slotManager;
+        this.slotManager.setFrame(this);
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        buf.putLong(pageLsnOff, 0); // TODO: might to set to a different lsn
+        // during creation
+        buf.putInt(tupleCountOff, 0);
+        resetSpaceParams();
+        buf.put(levelOff, level);
+        buf.put(smFlagOff, (byte) 0);
+    }
+
+    @Override
+    public int getMaxTupleSize(int pageSize) {
+        return (pageSize - getPageHeaderSize()) / 2;
+    }
+
+    @Override
+    public boolean isLeaf() {
+        return buf.get(levelOff) == 0;
+    }
+
+    @Override
+    public boolean isInterior() {
+        return buf.get(levelOff) > 0;
+    }
+
+    @Override
+    public byte getLevel() {
+        return buf.get(levelOff);
+    }
+
+    @Override
+    public void setLevel(byte level) {
+        buf.put(levelOff, level);
+    }
+
+    @Override
+    public int getFreeSpaceOff() {
+        return buf.getInt(freeSpaceOff);
+    }
+
+    @Override
+    public void setFreeSpaceOff(int freeSpace) {
+        buf.putInt(freeSpaceOff, freeSpace);
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+        this.page = page;
+        this.buf = page.getBuffer();
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return page.getBuffer();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public boolean compact() {
+        resetSpaceParams();
+        int tupleCount = buf.getInt(tupleCountOff);
+        int freeSpace = buf.getInt(freeSpaceOff);
+        // Sort the slots by the tuple offset they point to.
+        ArrayList<SlotOffTupleOff> sortedTupleOffs = new ArrayList<SlotOffTupleOff>();
+        sortedTupleOffs.ensureCapacity(tupleCount);
+        for (int i = 0; i < tupleCount; i++) {
+            int slotOff = slotManager.getSlotOff(i);
+            int tupleOff = slotManager.getTupleOff(slotOff);
+            sortedTupleOffs.add(new SlotOffTupleOff(i, slotOff, tupleOff));
+        }
+        Collections.sort(sortedTupleOffs);
+        // Iterate over the sorted slots, and move their corresponding tuples to
+        // the left, reclaiming free space.
+        for (int i = 0; i < sortedTupleOffs.size(); i++) {
+            int tupleOff = sortedTupleOffs.get(i).tupleOff;
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            int tupleEndOff = frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+                    + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1);
+            int tupleLength = tupleEndOff - tupleOff;
+            System.arraycopy(buf.array(), tupleOff, buf.array(), freeSpace, tupleLength);
+            slotManager.setSlot(sortedTupleOffs.get(i).slotOff, freeSpace);
+            freeSpace += tupleLength;
+        }
+        // Update contiguous free space pointer and total free space indicator.
+        buf.putInt(freeSpaceOff, freeSpace);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - freeSpace - tupleCount * slotManager.getSlotSize());
+        return false;
+    }
+
+    @Override
+    public void delete(ITupleReference tuple, int tupleIndex) {
+        int slotOff = slotManager.getSlotOff(tupleIndex);
+        int tupleOff = slotManager.getTupleOff(slotOff);
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int tupleSize = tupleWriter.bytesRequired(frameTuple);
+
+        // perform deletion (we just do a memcpy to overwrite the slot)
+        int slotStartOff = slotManager.getSlotEndOff();
+        int length = slotOff - slotStartOff;
+        System.arraycopy(buf.array(), slotStartOff, buf.array(), slotStartOff + slotManager.getSlotSize(), length);
+
+        // maintain space information
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + tupleSize + slotManager.getSlotSize());
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) {
+        int bytesRequired = tupleWriter.bytesRequired(tuple);
+        // Enough space in the contiguous space region?
+        if (bytesRequired + slotManager.getSlotSize() <= buf.capacity() - buf.getInt(freeSpaceOff)
+                - (buf.getInt(tupleCountOff) * slotManager.getSlotSize())) {
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+        // Enough space after compaction?
+        if (bytesRequired + slotManager.getSlotSize() <= buf.getInt(totalFreeSpaceOff)) {
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        }
+        return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceUpdate(ITupleReference newTuple, int oldTupleIndex) {
+        frameTuple.resetByTupleIndex(this, oldTupleIndex);
+        int oldTupleBytes = frameTuple.getTupleSize();
+        int newTupleBytes = tupleWriter.bytesRequired(newTuple);
+        int additionalBytesRequired = newTupleBytes - oldTupleBytes;
+        // Enough space for an in-place update?
+        if (additionalBytesRequired <= 0) {
+            return FrameOpSpaceStatus.SUFFICIENT_INPLACE_SPACE;
+        }
+        // Enough space if we delete the old tuple and insert the new one
+        // without compaction?
+        if (newTupleBytes <= buf.capacity() - buf.getInt(freeSpaceOff)
+                - (buf.getInt(tupleCountOff) * slotManager.getSlotSize())) {
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        }
+        // Enough space if we delete the old tuple and compact?
+        if (additionalBytesRequired <= buf.getInt(totalFreeSpaceOff)) {
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        }
+        return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    protected void resetSpaceParams() {
+        buf.putInt(freeSpaceOff, smFlagOff + 1);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - (smFlagOff + 1));
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        slotManager.insertSlot(tupleIndex, buf.getInt(freeSpaceOff));
+        int bytesWritten = tupleWriter.writeTuple(tuple, buf.array(), buf.getInt(freeSpaceOff));
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
+    }
+
+    @Override
+    public void update(ITupleReference newTuple, int oldTupleIndex, boolean inPlace) {
+        frameTuple.resetByTupleIndex(this, oldTupleIndex);
+        int oldTupleBytes = frameTuple.getTupleSize();
+        int slotOff = slotManager.getSlotOff(oldTupleIndex);
+        int bytesWritten = 0;
+        if (inPlace) {
+            // Overwrite the old tuple in place.
+            bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), buf.getInt(slotOff));
+        } else {
+            // Insert the new tuple at the end of the free space, and change the
+            // slot value (effectively "deleting" the old tuple).
+            int newTupleOff = buf.getInt(freeSpaceOff);
+            bytesWritten = tupleWriter.writeTuple(newTuple, buf.array(), newTupleOff);
+            // Update slot value.
+            buf.putInt(slotOff, newTupleOff);
+            // Update contiguous free space pointer.
+            buf.putInt(freeSpaceOff, newTupleOff + bytesWritten);
+        }
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + oldTupleBytes - bytesWritten);
+    }
+
+    @Override
+    public String printHeader() {
+        StringBuilder strBuilder = new StringBuilder();
+        strBuilder.append("pageLsnOff:        " + pageLsnOff + "\n");
+        strBuilder.append("tupleCountOff:     " + tupleCountOff + "\n");
+        strBuilder.append("freeSpaceOff:      " + freeSpaceOff + "\n");
+        strBuilder.append("totalFreeSpaceOff: " + totalFreeSpaceOff + "\n");
+        strBuilder.append("levelOff:          " + levelOff + "\n");
+        strBuilder.append("smFlagOff:         " + smFlagOff + "\n");
+        return strBuilder.toString();
+    }
+
+    @Override
+    public int getTupleCount() {
+        return buf.getInt(tupleCountOff);
+    }
+
+    public ISlotManager getSlotManager() {
+        return slotManager;
+    }
+
+    @Override
+    public int getTupleOffset(int slotNum) {
+        return slotManager.getTupleOff(slotManager.getSlotStartOff() - slotNum * slotManager.getSlotSize());
+    }
+
+    @Override
+    public long getPageLsn() {
+        return buf.getLong(pageLsnOff);
+    }
+
+    @Override
+    public void setPageLsn(long pageLsn) {
+        buf.putLong(pageLsnOff, pageLsn);
+    }
+
+    @Override
+    public int getTotalFreeSpace() {
+        return buf.getInt(totalFreeSpaceOff);
+    }
+
+    @Override
+    public boolean compress() {
+        return false;
+    }
+
+    @Override
+    public int getSlotSize() {
+        return slotManager.getSlotSize();
+    }
+
+    @Override
+    public ITreeIndexTupleWriter getTupleWriter() {
+        return tupleWriter;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return tupleWriter.createTupleReference();
+    }
+
+    public int getFreeContiguousSpace() {
+        return buf.capacity() - getFreeSpaceOff() - (getTupleCount() * slotManager.getSlotSize());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedListMetadataManagerFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedListMetadataManagerFactory.java
new file mode 100644
index 0000000..a911413
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedListMetadataManagerFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.freepage;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LinkedListMetadataManagerFactory implements IMetadataManagerFactory {
+
+    private final ITreeIndexMetaDataFrameFactory metaDataFrameFactory;
+    private final IBufferCache bufferCache;
+
+    public LinkedListMetadataManagerFactory(IBufferCache bufferCache,
+                                            ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+        this.metaDataFrameFactory = metaDataFrameFactory;
+        this.bufferCache = bufferCache;
+    }
+
+    public IMetaDataPageManager createFreePageManager() throws HyracksDataException {
+        return new LinkedMetaDataPageManager(bufferCache, metaDataFrameFactory);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedMetaDataPageManager.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedMetaDataPageManager.java
new file mode 100644
index 0000000..61f5919
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/freepage/LinkedMetaDataPageManager.java
@@ -0,0 +1,464 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.freepage;
+
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrame;
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class LinkedMetaDataPageManager implements IMetaDataPageManager {
+
+    private static final byte META_PAGE_LEVEL_INDICATOR = -1;
+    private static final byte FREE_PAGE_LEVEL_INDICATOR = -2;
+    public static final int NO_FILTER_IN_PLACE = -1;
+    public static final int NO_FILTER_APPEND_ONLY = -2;
+    private final IBufferCache bufferCache;
+    private int headPage = IBufferCache.INVALID_PAGEID;
+    private int fileId = -1;
+    private final ITreeIndexMetaDataFrameFactory metaDataFrameFactory;
+    private boolean appendOnly = false;
+    ICachedPage confiscatedMetaNode;
+    ICachedPage filterPage;
+    private static Logger LOGGER = Logger.getLogger(LinkedMetaDataPageManager.class.getName());
+
+    public LinkedMetaDataPageManager(IBufferCache bufferCache, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+        this.bufferCache = bufferCache;
+        this.metaDataFrameFactory = metaDataFrameFactory;
+    }
+
+    @Override
+    public void addFreePage(ITreeIndexMetaDataFrame metaFrame, int freePage) throws HyracksDataException {
+        ICachedPage metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), false);
+        metaNode.acquireWriteLatch();
+
+        try {
+            metaFrame.setPage(metaNode);
+
+            if (metaFrame.hasSpace()) {
+                metaFrame.addFreePage(freePage);
+            } else {
+                // allocate a new page in the chain of meta pages
+                int newPage = metaFrame.getFreePage();
+                if (newPage < 0) {
+                    throw new Exception("Inconsistent Meta Page State. It has no space, but it also has no entries.");
+                }
+
+                ICachedPage newNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, newPage), false);
+                newNode.acquireWriteLatch();
+
+                try {
+                    int metaMaxPage = metaFrame.getMaxPage();
+
+                    // copy metaDataPage to newNode
+                    System.arraycopy(metaNode.getBuffer().array(), 0, newNode.getBuffer().array(), 0,
+                            metaNode.getBuffer().capacity());
+
+                    metaFrame.initBuffer(META_PAGE_LEVEL_INDICATOR);
+                    metaFrame.setNextPage(newPage);
+                    metaFrame.setMaxPage(metaMaxPage);
+                    metaFrame.addFreePage(freePage);
+                } finally {
+                    newNode.releaseWriteLatch(true);
+                    bufferCache.unpin(newNode);
+                }
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        } finally {
+            metaNode.releaseWriteLatch(true);
+            bufferCache.unpin(metaNode);
+        }
+    }
+
+    @Override
+    public int getFreePage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        ICachedPage metaNode;
+        if (!appendOnly) {
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+
+        metaNode.acquireWriteLatch();
+
+        int freePage = IBufferCache.INVALID_PAGEID;
+        try {
+            metaFrame.setPage(metaNode);
+            freePage = metaFrame.getFreePage();
+            if (freePage < 0) { // no free page entry on this page
+                int nextPage = metaFrame.getNextPage();
+                if (nextPage > 0) { // sibling may have free pages
+                    ICachedPage nextNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextPage), false);
+
+                    nextNode.acquireWriteLatch();
+                    // we copy over the free space entries of nextpage into the
+                    // first meta page (metaDataPage)
+                    // we need to link the first page properly to the next page
+                    // of nextpage
+                    try {
+                        // remember entries that remain unchanged
+                        int maxPage = metaFrame.getMaxPage();
+
+                        // copy entire page (including sibling pointer, free
+                        // page entries, and all other info)
+                        // after this copy nextPage is considered a free page
+                        System.arraycopy(nextNode.getBuffer().array(), 0, metaNode.getBuffer().array(), 0,
+                                nextNode.getBuffer().capacity());
+
+                        // reset unchanged entry
+                        metaFrame.setMaxPage(maxPage);
+
+                        freePage = metaFrame.getFreePage();
+                        // sibling also has no free pages, this "should" not
+                        // happen, but we deal with it anyway just to be safe
+                        if (freePage < 0) {
+                            freePage = nextPage;
+                        } else {
+                            metaFrame.addFreePage(nextPage);
+                        }
+                    } finally {
+                        nextNode.releaseWriteLatch(true);
+                        bufferCache.unpin(nextNode);
+                    }
+                } else {
+                    freePage = metaFrame.getMaxPage();
+                    freePage++;
+                    metaFrame.setMaxPage(freePage);
+                }
+            }
+        } finally {
+            if (!appendOnly) {
+                metaNode.releaseWriteLatch(true);
+                bufferCache.unpin(metaNode);
+            } else {
+                metaNode.releaseWriteLatch(false);
+            }
+        }
+
+        return freePage;
+    }
+
+    @Override
+    public int getMaxPage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        ICachedPage metaNode;
+        if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+            int mdPage = getFirstMetadataPage();
+            if (mdPage < 0) {
+                return IBufferCache.INVALID_PAGEID;
+            }
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, mdPage), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+        metaNode.acquireReadLatch();
+        int maxPage = -1;
+        try {
+            metaFrame.setPage(metaNode);
+            maxPage = metaFrame.getMaxPage();
+        } finally {
+            metaNode.releaseReadLatch();
+            if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+                bufferCache.unpin(metaNode);
+            }
+        }
+        return maxPage;
+    }
+
+    @Override
+    public void setFilterPageId(int filterPageId) throws HyracksDataException {
+        ICachedPage metaNode;
+        if (!appendOnly) {
+            int mdPage = getFirstMetadataPage();
+            if (mdPage < 0) {
+                return;
+            }
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, mdPage), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+        ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+        metaNode.acquireWriteLatch();
+        try {
+            metaFrame.setPage(metaNode);
+            metaFrame.setLSMComponentFilterPageId(filterPageId);
+        } finally {
+            if (!appendOnly) {
+                metaNode.releaseWriteLatch(true);
+                bufferCache.unpin(metaNode);
+            } else {
+                metaNode.releaseWriteLatch(false);
+            }
+        }
+    }
+
+    @Override
+    public int getFilterPageId() throws HyracksDataException {
+        ICachedPage metaNode;
+        int filterPageId = NO_FILTER_IN_PLACE;
+        if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+        ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+        metaNode.acquireReadLatch();
+        try {
+            metaFrame.setPage(metaNode);
+            filterPageId = metaFrame.getLSMComponentFilterPageId();
+            if (appendOnly && filterPageId == -1) {
+                //hint to filter manager that we are in append-only mode
+                filterPageId = NO_FILTER_APPEND_ONLY;
+            }
+        } finally {
+            metaNode.releaseReadLatch();
+            if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+                bufferCache.unpin(metaNode);
+            }
+        }
+        return filterPageId;
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame, int currentMaxPage) throws HyracksDataException {
+        // initialize meta data page
+        int metaPage = getFirstMetadataPage();
+        if (metaPage == IBufferCache.INVALID_PAGEID) {
+            throw new HyracksDataException("No valid metadata found in this file.");
+        }
+        ICachedPage metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), true);
+
+        metaNode.acquireWriteLatch();
+        try {
+            metaFrame.setPage(metaNode);
+            metaFrame.initBuffer(META_PAGE_LEVEL_INDICATOR);
+            metaFrame.setMaxPage(currentMaxPage);
+        } finally {
+            metaNode.releaseWriteLatch(true);
+            bufferCache.unpin(metaNode);
+        }
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        if (confiscatedMetaNode != null) { // don't init twice
+            return;
+        }
+        ICachedPage metaNode = bufferCache.confiscatePage(BufferCache.INVALID_DPID);
+        try {
+            metaFrame.setPage(metaNode);
+            metaFrame.initBuffer(META_PAGE_LEVEL_INDICATOR);
+            metaFrame.setMaxPage(-1);
+        } finally {
+            confiscatedMetaNode = metaNode;
+            appendOnly = true;
+        }
+    }
+
+    @Override
+    public ITreeIndexMetaDataFrameFactory getMetaDataFrameFactory() {
+        return metaDataFrameFactory;
+    }
+
+    @Override
+    public byte getFreePageLevelIndicator() {
+        return FREE_PAGE_LEVEL_INDICATOR;
+    }
+
+    @Override
+    public byte getMetaPageLevelIndicator() {
+        return META_PAGE_LEVEL_INDICATOR;
+    }
+
+    @Override
+    public boolean isFreePage(ITreeIndexMetaDataFrame metaFrame) {
+        return metaFrame.getLevel() == FREE_PAGE_LEVEL_INDICATOR;
+    }
+
+    @Override
+    public boolean isMetaPage(ITreeIndexMetaDataFrame metaFrame) {
+        return (metaFrame.getLevel() == META_PAGE_LEVEL_INDICATOR);
+    }
+
+    @Override
+    public void open(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (appendOnly && fileId >= 0 && confiscatedMetaNode != null) {
+            IFIFOPageQueue queue = bufferCache.createFIFOQueue();
+            writeFilterPage(queue);
+            ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+            metaFrame.setPage(confiscatedMetaNode);
+            metaFrame.setValid(true);
+            int finalMetaPage = getMaxPage(metaFrame) + 1;
+            bufferCache.setPageDiskId(confiscatedMetaNode, BufferedFileHandle.getDiskPageId(fileId, finalMetaPage));
+            queue.put(confiscatedMetaNode);
+            bufferCache.finishQueue();
+            confiscatedMetaNode = null;
+        }
+    }
+
+    private void writeFilterPage(IFIFOPageQueue queue) throws HyracksDataException {
+        if (filterPage != null) {
+            ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+            metaFrame.setPage(confiscatedMetaNode);
+            int finalFilterPage = getFreePage(metaFrame);
+            bufferCache.setPageDiskId(filterPage, BufferedFileHandle.getDiskPageId(fileId, finalFilterPage));
+            queue.put(filterPage);
+        }
+    }
+
+    /**
+     * For storage on append-only media (such as HDFS), the meta data page has to be written last.
+     * However, some implementations still write the meta data to the front. To deal with this as well
+     * as to provide downward compatibility, this method tries to find the meta data page first in the
+     * last and then in the first page of the file.
+     *
+     * @return The Id of the page holding the meta data
+     * @throws HyracksDataException
+     */
+    @Override
+    public int getFirstMetadataPage() throws HyracksDataException {
+        if (headPage != IBufferCache.INVALID_PAGEID)
+            return headPage;
+
+        ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+
+        int pages = bufferCache.getNumPagesOfFile(fileId);
+        //if there are no pages in the file yet, we're just initializing
+        if (pages == 0) {
+            return 0;
+        }
+        //look at the front (modify in-place index)
+        int page = 0;
+        ICachedPage metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, page), false);
+        try {
+            metaNode.acquireReadLatch();
+            metaFrame.setPage(metaNode);
+
+            if (isMetaPage(metaFrame)) {
+                headPage = page;
+                return headPage;
+            }
+        } finally {
+            metaNode.releaseReadLatch();
+            bufferCache.unpin(metaNode);
+        }
+        //otherwise, look at the back. (append-only index)
+        page = pages - 1 > 0 ? pages - 1 : 0;
+        metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, page), false);
+        try {
+            metaNode.acquireReadLatch();
+            metaFrame.setPage(metaNode);
+
+            if (isMetaPage(metaFrame)) {
+                headPage = page;
+                return headPage;
+            }
+        } finally {
+            metaNode.releaseReadLatch();
+            bufferCache.unpin(metaNode);
+        }
+        //if we find nothing, this isn't a tree (or isn't one yet).
+        if (pages > 0) {
+            return IBufferCache.INVALID_PAGEID;
+        } else {
+            return 0;
+        }
+    }
+
+    @Override
+    public long getLSN() throws HyracksDataException {
+        ICachedPage metaNode;
+        if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+        ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+        metaNode.acquireReadLatch();
+        try {
+            metaFrame.setPage(metaNode);
+            return metaFrame.getLSN();
+        } finally {
+            metaNode.releaseReadLatch();
+            if (!appendOnly || (appendOnly && confiscatedMetaNode == null)) {
+                bufferCache.unpin(metaNode);
+            }
+        }
+    }
+
+    @Override
+    public void setLSN(long lsn) throws HyracksDataException {
+        ICachedPage metaNode;
+        if (!appendOnly) {
+            metaNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, getFirstMetadataPage()), false);
+        } else {
+            metaNode = confiscatedMetaNode;
+        }
+        ITreeIndexMetaDataFrame metaFrame = metaDataFrameFactory.createFrame();
+        metaNode.acquireWriteLatch();
+        try {
+            metaFrame.setPage(metaNode);
+            metaFrame.setLSN(lsn);
+        } finally {
+            if (!appendOnly) {
+                metaNode.releaseWriteLatch(true);
+                bufferCache.unpin(metaNode);
+            } else {
+                metaNode.releaseWriteLatch(false);
+            }
+        }
+    }
+
+    @Override
+    public void setFilterPage(ICachedPage filterPage) {
+        this.filterPage = filterPage;
+    }
+
+    @Override
+    public ICachedPage getFilterPage() {
+        return this.filterPage;
+    }
+
+    @Override
+    public boolean appendOnlyMode() {
+        return appendOnly;
+    }
+
+    @Override
+    public long getLSNOffset() throws HyracksDataException {
+        int metadataPageNum = getFirstMetadataPage();
+        if (metadataPageNum != IBufferCache.INVALID_PAGEID) {
+            return (metadataPageNum * bufferCache.getPageSize()) + LIFOMetaDataFrame.lsnOff;
+        }
+        return IMetaDataPageManager.INVALID_LSN_OFFSET;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractSearchPredicate.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractSearchPredicate.java
new file mode 100644
index 0000000..3ad2b72
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractSearchPredicate.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+
+public abstract class AbstractSearchPredicate implements ISearchPredicate {
+
+    private static final long serialVersionUID = 1L;
+
+    protected ITupleReference minFilterTuple = null;
+    protected ITupleReference maxFilterTuple = null;
+
+    public AbstractSearchPredicate(ITupleReference minFilterTuple, ITupleReference maxFilterTuple) {
+        this.minFilterTuple = minFilterTuple;
+        this.maxFilterTuple = maxFilterTuple;
+    }
+
+    public AbstractSearchPredicate() {
+
+    }
+
+    public ITupleReference getMinFilterTuple() {
+        return minFilterTuple;
+    }
+
+    public ITupleReference getMaxFilterTuple() {
+        return maxFilterTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractTreeIndex.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractTreeIndex.java
new file mode 100644
index 0000000..83e39f2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/AbstractTreeIndex.java
@@ -0,0 +1,475 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractTreeIndex implements ITreeIndex {
+
+    public static final int MINIMAL_TREE_PAGE_COUNT = 2;
+    protected int rootPage = 1;
+
+    protected final IBufferCache bufferCache;
+    protected final IFileMapProvider fileMapProvider;
+    protected final IMetaDataPageManager freePageManager;
+
+    protected final ITreeIndexFrameFactory interiorFrameFactory;
+    protected final ITreeIndexFrameFactory leafFrameFactory;
+
+    protected final IBinaryComparatorFactory[] cmpFactories;
+    protected final int fieldCount;
+
+    protected FileReference file;
+    protected int fileId = -1;
+
+    protected boolean isActive = false;
+    //hasEverBeenActivated is to stop the throwing of an exception of deactivating an index that
+    //was never activated or failed to activate in try/finally blocks, as there's no way to know if
+    //an index is activated or not from the outside.
+    protected boolean hasEverBeenActivated = false;
+    protected boolean appendOnly = false;
+
+    protected int bulkloadLeafStart = 0;
+
+    public AbstractTreeIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IMetaDataPageManager freePageManager, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount,
+            FileReference file) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.freePageManager = freePageManager;
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        this.fieldCount = fieldCount;
+        this.file = file;
+    }
+
+    public synchronized void create() throws HyracksDataException {
+        create(false);
+    }
+
+    private synchronized void create(boolean appendOnly) throws HyracksDataException {
+        if (isActive) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+
+        freePageManager.open(fileId);
+        setRootAndMetadataPages(appendOnly);
+        if (!appendOnly) {
+            initEmptyTree();
+            freePageManager.close();
+        } else {
+            this.appendOnly = true;
+            initCachedMetadataPage();
+        }
+        bufferCache.closeFile(fileId);
+    }
+
+    private void initEmptyTree() throws HyracksDataException {
+        ITreeIndexFrame frame = leafFrameFactory.createFrame();
+        ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+        freePageManager.init(metaFrame, rootPage);
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
+        rootNode.acquireWriteLatch();
+        try {
+            frame.setPage(rootNode);
+            frame.initBuffer((byte) 0);
+        } finally {
+            rootNode.releaseWriteLatch(true);
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+    private void setRootAndMetadataPages(boolean appendOnly) throws HyracksDataException{
+        if (!appendOnly) {
+            // regular or empty tree
+            rootPage = 1;
+            bulkloadLeafStart = 2;
+        } else {
+            // bulkload-only tree (used e.g. for HDFS). -1 is meta page, -2 is root page
+            int numPages = bufferCache.getNumPagesOfFile(fileId);
+            //the root page is the last page before the metadata page
+            rootPage = numPages > MINIMAL_TREE_PAGE_COUNT ? numPages - MINIMAL_TREE_PAGE_COUNT : 0;
+            //leaves start from the very beginning of the file.
+            bulkloadLeafStart = 0;
+        }
+    }
+
+    private void initCachedMetadataPage() throws HyracksDataException {
+        ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+        freePageManager.init(metaFrame);
+    }
+
+    public synchronized void activate() throws HyracksDataException {
+        if (isActive) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(file);
+            if (!fileIsMapped) {
+                bufferCache.createFile(file);
+            }
+            fileId = fileMapProvider.lookupFileId(file);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+        freePageManager.open(fileId);
+        int mdPageLoc = freePageManager.getFirstMetadataPage();
+        ITreeIndexMetaDataFrame metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+        int numPages = freePageManager.getMaxPage(metaFrame);
+        if(mdPageLoc > 1 || (mdPageLoc == 1 && numPages <= MINIMAL_TREE_PAGE_COUNT -1  )){ //md page doesn't count itself
+            appendOnly = true;
+        }
+        else{
+            appendOnly = false;
+        }
+        setRootAndMetadataPages(appendOnly);
+
+        // TODO: Should probably have some way to check that the tree is physically consistent
+        // or that the file we just opened actually is a tree
+
+        isActive = true;
+        hasEverBeenActivated = true;
+    }
+
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isActive && hasEverBeenActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+        if (isActive) {
+            freePageManager.close();
+            bufferCache.closeFile(fileId);
+        }
+
+        isActive = false;
+    }
+
+    public synchronized void deactivateCloseHandle() throws HyracksDataException {
+        deactivate();
+        bufferCache.purgeHandle(fileId);
+
+    }
+
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActive) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        if (fileId == -1) {
+            return;
+        }
+        bufferCache.deleteFile(fileId, false);
+        file.delete();
+        fileId = -1;
+    }
+
+    public synchronized void clear() throws HyracksDataException {
+        if (!isActive) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        initEmptyTree();
+    }
+
+    public boolean isEmptyTree(ITreeIndexFrame frame) throws HyracksDataException {
+        if (rootPage == -1) {
+            return true;
+        }
+        if(freePageManager.appendOnlyMode() && bufferCache.getNumPagesOfFile(fileId) <= MINIMAL_TREE_PAGE_COUNT){
+            return true;
+        }
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
+        rootNode.acquireReadLatch();
+        try {
+            frame.setPage(rootNode);
+            if (frame.getLevel() == 0 && frame.getTupleCount() == 0) {
+                return true;
+            } else {
+                return false;
+            }
+        } finally {
+            rootNode.releaseReadLatch();
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+
+
+    public byte getTreeHeight(ITreeIndexFrame frame) throws HyracksDataException {
+        ICachedPage rootNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), false);
+        rootNode.acquireReadLatch();
+        try {
+            frame.setPage(rootNode);
+            return frame.getLevel();
+        } finally {
+            rootNode.releaseReadLatch();
+            bufferCache.unpin(rootNode);
+        }
+    }
+
+    public int getFileId() {
+        return fileId;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return interiorFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return leafFrameFactory;
+    }
+
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return cmpFactories;
+    }
+
+    public IMetaDataPageManager getMetaManager() {
+        return freePageManager;
+    }
+
+    public int getRootPageId() {
+        return rootPage;
+    }
+
+    public int getFieldCount() {
+        return fieldCount;
+    }
+
+    public abstract class AbstractTreeIndexBulkLoader implements IIndexBulkLoader {
+        protected final MultiComparator cmp;
+        protected final int slotSize;
+        protected final int leafMaxBytes;
+        protected final int interiorMaxBytes;
+        protected final ArrayList<NodeFrontier> nodeFrontiers = new ArrayList<NodeFrontier>();
+        protected final ITreeIndexMetaDataFrame metaFrame;
+        protected final ITreeIndexTupleWriter tupleWriter;
+        protected ITreeIndexFrame leafFrame;
+        protected ITreeIndexFrame interiorFrame;
+        // Immutable bulk loaders write their root page at page -2, as needed e.g. by append-only file systems such as HDFS.
+        // Since loading this tree relies on the root page actually being at that point, no further inserts into that tree are allowed.
+        // Currently, this is not enforced.
+        protected boolean releasedLatches;
+        public boolean appendOnly = false;
+        protected final IFIFOPageQueue queue;
+        protected List<ICachedPage> pagesToWrite;
+
+        public AbstractTreeIndexBulkLoader(float fillFactor, boolean appendOnly) throws TreeIndexException,
+                HyracksDataException {
+            //Initialize the tree
+            if (appendOnly) {
+                create(appendOnly);
+                this.appendOnly = appendOnly;
+                activate();
+            }
+
+            leafFrame = leafFrameFactory.createFrame();
+            interiorFrame = interiorFrameFactory.createFrame();
+            metaFrame = freePageManager.getMetaDataFrameFactory().createFrame();
+
+            queue = bufferCache.createFIFOQueue();
+
+            if (!isEmptyTree(leafFrame)) {
+                throw new TreeIndexException("Cannot bulk-load a non-empty tree.");
+            }
+
+            this.cmp = MultiComparator.create(cmpFactories);
+
+            leafFrame.setMultiComparator(cmp);
+            interiorFrame.setMultiComparator(cmp);
+
+            tupleWriter = leafFrame.getTupleWriter();
+
+            NodeFrontier leafFrontier = new NodeFrontier(leafFrame.createTupleReference());
+            leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+            leafFrontier.page = bufferCache.confiscatePage(
+                    BufferedFileHandle.getDiskPageId(fileId, leafFrontier.pageId));
+
+            interiorFrame.setPage(leafFrontier.page);
+            interiorFrame.initBuffer((byte) 0);
+            interiorMaxBytes = (int) ((float) interiorFrame.getBuffer().capacity() * fillFactor);
+
+            leafFrame.setPage(leafFrontier.page);
+            leafFrame.initBuffer((byte) 0);
+            leafMaxBytes = (int) ((float) leafFrame.getBuffer().capacity() * fillFactor);
+            slotSize = leafFrame.getSlotSize();
+
+            nodeFrontiers.add(leafFrontier);
+            pagesToWrite = new ArrayList<>();
+        }
+
+        public abstract void add(ITupleReference tuple) throws IndexException, HyracksDataException;
+
+        protected void handleException() throws HyracksDataException {
+            // Unlatch and unpin pages that weren't in the queue to avoid leaking memory.
+            for (NodeFrontier nodeFrontier : nodeFrontiers) {
+                ICachedPage frontierPage = nodeFrontier.page;
+                if (frontierPage.confiscated()) {
+                    bufferCache.returnPage(frontierPage,false);
+                }
+            }
+            for(ICachedPage pageToDiscard: pagesToWrite){
+                bufferCache.returnPage(pageToDiscard, false);
+            }
+            releasedLatches = true;
+        }
+
+        @Override
+        public void end() throws HyracksDataException {
+            //move the root page to the first data page if necessary
+            bufferCache.finishQueue();
+            if (!appendOnly) {
+                ICachedPage newRoot = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rootPage), true);
+                newRoot.acquireWriteLatch();
+                //root will be the highest frontier
+                NodeFrontier lastNodeFrontier = nodeFrontiers.get(nodeFrontiers.size() - 1);
+                ICachedPage oldRoot = bufferCache.pin(
+                        BufferedFileHandle.getDiskPageId(fileId, lastNodeFrontier.pageId), false);
+                oldRoot.acquireReadLatch();
+                lastNodeFrontier.page = oldRoot;
+                try {
+                    System.arraycopy(lastNodeFrontier.page.getBuffer().array(), 0, newRoot.getBuffer().array(), 0,
+                            lastNodeFrontier.page.getBuffer().capacity());
+                } finally {
+                    newRoot.releaseWriteLatch(true);
+                    bufferCache.flushDirtyPage(newRoot);
+                    bufferCache.unpin(newRoot);
+                    oldRoot.releaseReadLatch();
+                    bufferCache.unpin(oldRoot);
+
+                    // register old root as a free page
+                    freePageManager.addFreePage(metaFrame, lastNodeFrontier.pageId);
+
+                }
+            }
+        }
+
+        protected void addLevel() throws HyracksDataException {
+            NodeFrontier frontier = new NodeFrontier(tupleWriter.createTupleReference());
+            frontier.page = bufferCache.confiscatePage(IBufferCache.INVALID_DPID);
+            frontier.pageId = -1;
+            frontier.lastTuple.setFieldCount(cmp.getKeyFieldCount());
+            interiorFrame.setPage(frontier.page);
+            interiorFrame.initBuffer((byte) nodeFrontiers.size());
+            nodeFrontiers.add(frontier);
+        }
+
+        public ITreeIndexFrame getLeafFrame() {
+            return leafFrame;
+        }
+
+        public void setLeafFrame(ITreeIndexFrame leafFrame) {
+            this.leafFrame = leafFrame;
+        }
+
+    }
+
+    public class TreeIndexInsertBulkLoader implements IIndexBulkLoader {
+        ITreeIndexAccessor accessor;
+
+        public TreeIndexInsertBulkLoader() throws HyracksDataException {
+            accessor = (ITreeIndexAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException {
+            try {
+                accessor.insert(tuple);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException {
+            // do nothing
+        }
+
+        @Override
+        public void abort() {
+
+        }
+
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        return 0;
+    }
+
+    public IBinaryComparatorFactory[] getCmpFactories() {
+        return cmpFactories;
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallback.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallback.java
new file mode 100644
index 0000000..e8ab8dc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallback.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+
+/**
+ * Dummy operation callback that simply does nothing.
+ */
+public enum NoOpOperationCallback implements IModificationOperationCallback,ISearchOperationCallback {
+    INSTANCE;
+
+    @Override
+    public boolean proceed(ITupleReference tuple) {
+        return true;
+    }
+
+    @Override
+    public void reconcile(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void before(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void found(ITupleReference before, ITupleReference after) {
+        // Do nothing.
+    }
+
+    @Override
+    public void cancel(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void complete(ITupleReference tuple) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void setOp(Operation op) throws HyracksDataException {
+        // Do nothing.
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java
new file mode 100644
index 0000000..b42e619
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NoOpOperationCallbackFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.impls;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+
+/**
+ * Dummy NoOp callback factory used primarily for testing. Always returns the {@link NoOpOperationCallback} instance.
+ * Implemented as an enum to preserve singleton model while being serializable
+ */
+public enum NoOpOperationCallbackFactory
+    implements ISearchOperationCallbackFactory,IModificationOperationCallbackFactory {
+        INSTANCE;
+
+    @Override
+    public ISearchOperationCallback createSearchOperationCallback(long resourceId, IHyracksTaskContext ctx) {
+        return NoOpOperationCallback.INSTANCE;
+    }
+
+    @Override
+    public IModificationOperationCallback createModificationOperationCallback(String resourcePath, long resourceId,
+            int resourcePartition, Object resource, IHyracksTaskContext ctx) throws HyracksDataException {
+        return NoOpOperationCallback.INSTANCE;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NodeFrontier.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NodeFrontier.java
new file mode 100644
index 0000000..1257044
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/NodeFrontier.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.impls;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class NodeFrontier {
+    public ICachedPage page;
+    public int pageId;
+    public ITreeIndexTupleReference lastTuple;
+
+    public NodeFrontier(ITreeIndexTupleReference lastTuple) {
+        this.lastTuple = lastTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java
new file mode 100644
index 0000000..bd8c67b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/impls/TreeIndexDiskOrderScanCursor.java
@@ -0,0 +1,159 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeIndexDiskOrderScanCursor implements ITreeIndexCursor {
+
+    private int tupleIndex = 0;
+    private int fileId = -1;
+    private int currentPageId = -1;
+    private int maxPageId = -1;
+    private ICachedPage page = null;
+    private IBufferCache bufferCache = null;
+
+    private final ITreeIndexFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+
+    public TreeIndexDiskOrderScanCursor(ITreeIndexFrame frame) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        page.releaseReadLatch();
+        bufferCache.unpin(page);
+        page = null;
+    }
+
+    @Override
+    public ITreeIndexTupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    private boolean positionToNextLeaf(boolean skipCurrent) throws HyracksDataException {
+        while ((frame.getLevel() != 0 || skipCurrent || frame.getTupleCount() == 0) && (currentPageId <= maxPageId)) {
+            currentPageId++;
+
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+
+            ICachedPage nextPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
+            nextPage.acquireReadLatch();
+
+            page = nextPage;
+            frame.setPage(page);
+            tupleIndex = 0;
+            skipCurrent = false;
+        }
+        if (currentPageId <= maxPageId) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (currentPageId > maxPageId) {
+            return false;
+        }
+        if (tupleIndex >= frame.getTupleCount()) {
+            boolean nextLeafExists = positionToNextLeaf(true);
+            if (nextLeafExists) {
+                frameTuple.resetByTupleIndex(frame, tupleIndex);
+                return true;
+            } else {
+                return false;
+            }
+        }
+        frameTuple.resetByTupleIndex(frame, tupleIndex);
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        tupleIndex++;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+        }
+        page = initialState.getPage();
+        tupleIndex = 0;
+        frame.setPage(page);
+        positionToNextLeaf(false);
+    }
+
+    @Override
+    public void reset() {
+        tupleIndex = 0;
+        currentPageId = -1;
+        maxPageId = -1;
+        page = null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    public void setCurrentPageId(int currentPageId) {
+        this.currentPageId = currentPageId;
+    }
+
+    public void setMaxPageId(int maxPageId) {
+        this.maxPageId = maxPageId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/DoubleArrayList.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/DoubleArrayList.java
new file mode 100644
index 0000000..2a95f1e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/DoubleArrayList.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public class DoubleArrayList {
+    private double[] data;
+    private int size;
+    private int first;
+    private final int growth;
+
+    public DoubleArrayList(int initialCapacity, int growth) {
+        data = new double[initialCapacity];
+        size = 0;
+        first = 0;
+        this.growth = growth;
+    }
+
+    public int size() {
+        return size;
+    }
+
+    public int first() {
+        return first;
+    }
+
+    public void add(double i) {
+        if (size == data.length) {
+            double[] newData = new double[data.length + growth];
+            System.arraycopy(data, 0, newData, 0, data.length);
+            data = newData;
+        }
+
+        data[size++] = i;
+    }
+
+    public void addFirst(double i) {
+        double[] newData = new double[data.length + 1];
+        System.arraycopy(data, 0, newData, 0, first);
+        System.arraycopy(data, first, newData, first + 1, size - first);
+        data = newData;
+        data[first] = i;
+        size++;
+    }
+
+    public void removeLast() {
+        if (size > 0)
+            size--;
+    }
+
+    // WARNING: caller is responsible for checking size > 0
+    public double getLast() {
+        return data[size - 1];
+    }
+
+    public double get(int i) {
+        return data[i];
+    }
+
+    // WARNING: caller is responsible for checking i < size
+    public void set(int i, int value) {
+        data[i] = value;
+
+    }
+
+    public double getFirst() {
+        return data[first];
+    }
+
+    public void moveFirst() {
+        first++;
+    }
+
+    public void clear() {
+        size = 0;
+        first = 0;
+    }
+
+    public boolean isLast() {
+        return size == first;
+    }
+
+    public boolean isEmpty() {
+        return size == 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleMode.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleMode.java
new file mode 100644
index 0000000..781437f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleMode.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public enum FindTupleMode {
+	INCLUSIVE, EXCLUSIVE, EXCLUSIVE_ERROR_IF_EXISTS, EXACT
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleNoExactMatchPolicy.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleNoExactMatchPolicy.java
new file mode 100644
index 0000000..d59dc11
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/FindTupleNoExactMatchPolicy.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public enum FindTupleNoExactMatchPolicy {
+	LOWER_KEY, HIGHER_KEY, NONE
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOp.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOp.java
new file mode 100644
index 0000000..5d04dc8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOp.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public enum IndexOp {
+	INSERT, DELETE, UPDATE, UPSERT, SEARCH, DISKORDERSCAN, PHYSICALDELETE
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOperation.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOperation.java
new file mode 100644
index 0000000..f579064
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IndexOperation.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public enum IndexOperation {
+    INSERT,
+    DELETE,
+    UPDATE,
+    UPSERT,
+    SEARCH,
+    DISKORDERSCAN,
+    PHYSICALDELETE,
+    NOOP,
+    MERGE,
+    FULL_MERGE,
+    FLUSH,
+    REPLICATE
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IntArrayList.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IntArrayList.java
new file mode 100644
index 0000000..25ca93c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/IntArrayList.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public class IntArrayList {
+    private int[] data;
+    private int size;
+    private int first;
+    private final int growth;
+
+    public IntArrayList(int initialCapacity, int growth) {
+        data = new int[initialCapacity];
+        size = 0;
+        first = 0;
+        this.growth = growth;
+    }
+
+    public int size() {
+        return size;
+    }
+
+    public int first() {
+        return first;
+    }
+
+    public void add(int i) {
+        if (size == data.length) {
+            int[] newData = new int[data.length + growth];
+            System.arraycopy(data, 0, newData, 0, data.length);
+            data = newData;
+        }
+
+        data[size++] = i;
+    }
+
+    public void addFirst(int i) {
+        int[] newData = new int[data.length + 1];
+        System.arraycopy(data, 0, newData, 0, first);
+        System.arraycopy(data, first, newData, first + 1, size - first);
+        data = newData;
+        data[first] = i;
+        size++;
+    }
+
+    public void removeLast() {
+        if (size > 0)
+            size--;
+    }
+
+    // WARNING: caller is responsible for checking size > 0
+    public int getLast() {
+        return data[size - 1];
+    }
+
+    public int get(int i) {
+        return data[i];
+    }
+
+    // WARNING: caller is responsible for checking i < size
+    public void set(int i, int value) {
+        data[i] = value;
+
+    }
+
+    public int getFirst() {
+        return data[first];
+    }
+
+    public void moveFirst() {
+        first++;
+    }
+
+    public void clear() {
+        size = 0;
+        first = 0;
+    }
+
+    public boolean isLast() {
+        return size == first;
+    }
+
+    public boolean isEmpty() {
+        return size == 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/LongArrayList.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/LongArrayList.java
new file mode 100644
index 0000000..c15fe38
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/LongArrayList.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public class LongArrayList {
+	private long[] data;
+	private int size;
+	private int first;
+	private final int growth;
+
+	public LongArrayList(int initialCapacity, int growth) {
+		data = new long[initialCapacity];
+		size = 0;
+		first = 0;
+		this.growth = growth;
+	}
+
+	public int size() {
+		return size;
+	}
+
+	public int first() {
+		return first;
+	}
+
+	public void addFirst(long i) {
+	    long[] newData = new long[data.length + 1];
+        System.arraycopy(data, 0, newData, 0, first);
+        System.arraycopy(data, first, newData, first + 1, size - first);
+        data = newData;
+        data[first] = i;
+        size++;
+    }
+
+
+	public void add(long i) {
+		if (size == data.length) {
+			long[] newData = new long[data.length + growth];
+			System.arraycopy(data, 0, newData, 0, data.length);
+			data = newData;
+		}
+
+		data[size++] = i;
+	}
+
+	public void removeLast() {
+		if (size > 0)
+			size--;
+	}
+
+	// WARNING: caller is responsible for checking size > 0
+	public long getLast() {
+		return data[size - 1];
+	}
+
+	public long get(int i) {
+		return data[i];
+	}
+
+	// WARNING: caller is responsible for checking i < size
+	public void set(int i, long value) {
+		data[i] = value;
+
+	}
+
+	public long getFirst() {
+		return data[first];
+	}
+
+	public void moveFirst() {
+		first++;
+	}
+
+	public void clear() {
+		size = 0;
+		first = 0;
+	}
+
+	public boolean isLast() {
+		return size == first;
+	}
+
+	public boolean isEmpty() {
+		return size == 0;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/MultiComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/MultiComparator.java
new file mode 100644
index 0000000..d99ea3a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/MultiComparator.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class MultiComparator {
+
+    protected final IBinaryComparator[] cmps;
+
+    public MultiComparator(IBinaryComparator[] cmps) {
+        this.cmps = cmps;
+    }
+
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) throws HyracksDataException {
+        for (int i = 0; i < cmps.length; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public int selectiveFieldCompare(ITupleReference tupleA, ITupleReference tupleB, int[] fields)
+            throws HyracksDataException {
+        for (int j = 0; j < cmps.length; j++) {
+            int i = fields[j];
+            int cmp = cmps[j].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public int compare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex) throws HyracksDataException {
+        for (int i = 0; i < cmps.length; i++) {
+            int ix = startFieldIndex + i;
+            int cmp = cmps[i].compare(tupleA.getFieldData(ix), tupleA.getFieldStart(ix), tupleA.getFieldLength(ix),
+                    tupleB.getFieldData(ix), tupleB.getFieldStart(ix), tupleB.getFieldLength(ix));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public int fieldRangeCompare(ITupleReference tupleA, ITupleReference tupleB, int startFieldIndex, int numFields)
+            throws HyracksDataException {
+        for (int i = startFieldIndex; i < startFieldIndex + numFields; i++) {
+            int cmp = cmps[i].compare(tupleA.getFieldData(i), tupleA.getFieldStart(i), tupleA.getFieldLength(i),
+                    tupleB.getFieldData(i), tupleB.getFieldStart(i), tupleB.getFieldLength(i));
+            if (cmp != 0) {
+                return cmp;
+            }
+        }
+        return 0;
+    }
+
+    public IBinaryComparator[] getComparators() {
+        return cmps;
+    }
+
+    public int getKeyFieldCount() {
+        return cmps.length;
+    }
+
+    public static MultiComparator create(IBinaryComparatorFactory[] cmpFactories) {
+        IBinaryComparator[] cmps = new IBinaryComparator[cmpFactories.length];
+        for (int i = 0; i < cmpFactories.length; i++) {
+            cmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator create(IBinaryComparatorFactory[] cmpFactories, int startIndex, int numCmps) {
+        IBinaryComparator[] cmps = new IBinaryComparator[numCmps];
+        for (int i = startIndex; i < startIndex + numCmps; i++) {
+            cmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
+    }
+
+    public static MultiComparator create(IBinaryComparatorFactory[]... cmpFactories) {
+        int size = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            size += cmpFactories[i].length;
+        }
+        IBinaryComparator[] cmps = new IBinaryComparator[size];
+        int x = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            for (int j = 0; j < cmpFactories[i].length; j++) {
+                cmps[x++] = cmpFactories[i][j].createBinaryComparator();
+            }
+        }
+        if (cmps.length == 1) {
+            return new SingleComparator(cmps);
+        } else {
+            return new MultiComparator(cmps);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SingleComparator.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SingleComparator.java
new file mode 100644
index 0000000..3ceec3e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SingleComparator.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * MultiComparator optimized for the special case where there is only a single comparator.
+ */
+public class SingleComparator extends MultiComparator {
+
+    private final IBinaryComparator cmp;
+
+    protected SingleComparator(IBinaryComparator[] cmps) {
+        super(cmps);
+        this.cmp = cmps[0];
+    }
+
+    public int compare(ITupleReference tupleA, ITupleReference tupleB) throws HyracksDataException {
+        return cmp.compare(tupleA.getFieldData(0), tupleA.getFieldStart(0), tupleA.getFieldLength(0),
+                tupleB.getFieldData(0), tupleB.getFieldStart(0), tupleB.getFieldLength(0));
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SlotOffTupleOff.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SlotOffTupleOff.java
new file mode 100644
index 0000000..0944f13
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/ophelpers/SlotOffTupleOff.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.ophelpers;
+
+public class SlotOffTupleOff implements Comparable<SlotOffTupleOff> {
+	public int tupleIndex;
+	public int slotOff;
+	public int tupleOff;
+
+	public SlotOffTupleOff(int tupleIndex, int slotOff, int recOff) {
+		this.tupleIndex = tupleIndex;
+		this.slotOff = slotOff;
+		this.tupleOff = recOff;
+	}
+
+	@Override
+	public int compareTo(SlotOffTupleOff o) {
+		return tupleOff - o.tupleOff;
+	}
+
+	@Override
+	public String toString() {
+		return tupleIndex + " " + slotOff + " " + tupleOff;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
new file mode 100644
index 0000000..18de540
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
@@ -0,0 +1,118 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import java.util.Arrays;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * WARNING: getFieldData(), getFieldStart() and getFieldLength() are log and not constant time.
+ */
+public class ConcatenatingTupleReference implements ITupleReference {
+
+    private final ITupleReference[] tuples;
+    private final int[] fieldCounts;
+    private int numTuples;
+    private int totalFieldCount;
+
+    public ConcatenatingTupleReference(int maxTuples) {
+        tuples = new ITupleReference[maxTuples];
+        fieldCounts = new int[maxTuples];
+        reset();
+    }
+
+    public void reset() {
+        numTuples = 0;
+        totalFieldCount = 0;
+    }
+
+    public void addTuple(ITupleReference tuple) {
+        tuples[numTuples] = tuple;
+        totalFieldCount += tuple.getFieldCount();
+        if (numTuples > 0) {
+            fieldCounts[numTuples] = fieldCounts[numTuples - 1] + tuple.getFieldCount();
+        } else {
+            fieldCounts[numTuples] = tuple.getFieldCount();
+        }
+        ++numTuples;
+    }
+
+    public void removeLastTuple() {
+        if (numTuples > 0) {
+            ITupleReference lastTuple = tuples[--numTuples];
+            totalFieldCount -= lastTuple.getFieldCount();
+        }
+    }
+
+    public int getNumTuples() {
+        return numTuples;
+    }
+
+    public boolean hasMaxTuples() {
+        return numTuples == tuples.length;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return totalFieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldData(fieldIndex);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldStart(fieldIndex);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldLength(fieldIndex);
+    }
+
+    private int getTupleIndex(int fIdx) {
+        int tupleIndex = Arrays.binarySearch(fieldCounts, 0, numTuples - 1, fIdx);
+        if (tupleIndex < 0) {
+            tupleIndex = -tupleIndex - 1;
+        } else {
+            ++tupleIndex;
+        }
+        return tupleIndex;
+    }
+
+    private int getFieldIndex(int tupleIndex, int fIdx) {
+        int fieldIndex = -1;
+        if (tupleIndex > 0) {
+            fieldIndex = fIdx - fieldCounts[tupleIndex - 1];
+        } else {
+            fieldIndex = fIdx;
+        }
+        return fieldIndex;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/DualTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/DualTupleReference.java
new file mode 100644
index 0000000..f6ae8c1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/DualTupleReference.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.tuples;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class DualTupleReference implements ITupleReference {
+
+    private PermutingTupleReference permutingTuple;
+    private ITupleReference tuple;
+
+    public DualTupleReference(int[] fieldPermutation) {
+        permutingTuple = new PermutingTupleReference(fieldPermutation);
+    }
+
+    @Override
+    public int getFieldCount() {
+        return tuple.getFieldCount();
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return tuple.getFieldData(fIdx);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return tuple.getFieldStart(fIdx);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return tuple.getFieldLength(fIdx);
+    }
+
+    public void reset(ITupleReference tuple) {
+        this.tuple = tuple;
+        permutingTuple.reset(tuple);
+    }
+
+    public ITupleReference getPermutingTuple() {
+        return permutingTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
new file mode 100644
index 0000000..b9792c2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+
+public class PermutingFrameTupleReference extends FrameTupleReference {
+    private int[] fieldPermutation;
+
+    public PermutingFrameTupleReference(int[] fieldPermutation) {
+        this.fieldPermutation = fieldPermutation;
+    }
+
+    public PermutingFrameTupleReference() {
+    }
+
+    public void setFieldPermutation(int[] fieldPermutation) {
+        this.fieldPermutation = fieldPermutation;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldPermutation.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return fta.getBuffer().array();
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return fta.getTupleStartOffset(tIndex) + fta.getFieldSlotsLength()
+                + fta.getFieldStartOffset(tIndex, fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return fta.getFieldLength(tIndex, fieldPermutation[fIdx]);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingTupleReference.java
new file mode 100644
index 0000000..e3a49d6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/PermutingTupleReference.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class PermutingTupleReference implements ITupleReference {
+
+    private final int[] fieldPermutation;
+    private ITupleReference sourceTuple;
+
+    public PermutingTupleReference(int[] fieldPermutation) {
+        this.fieldPermutation = fieldPermutation;
+    }
+
+    public void reset(ITupleReference sourceTuple) {
+        this.sourceTuple = sourceTuple;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldPermutation.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return sourceTuple.getFieldData(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return sourceTuple.getFieldStart(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return sourceTuple.getFieldLength(fieldPermutation[fIdx]);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleReference.java
new file mode 100644
index 0000000..4d37049
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleReference.java
@@ -0,0 +1,103 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public class SimpleTupleReference implements ITreeIndexTupleReference {
+
+    protected ByteBuffer buf;
+    protected int fieldStartIndex;
+    protected int fieldCount;
+    protected int tupleStartOff;
+    protected int nullFlagsBytes;
+    protected int fieldSlotsBytes;
+
+    @Override
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOff) {
+        this.buf = buf;
+        this.tupleStartOff = tupleStartOff;
+    }
+
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        resetByTupleOffset(frame.getBuffer(), frame.getTupleOffset(tupleIndex));
+    }
+
+    @Override
+    public void setFieldCount(int fieldCount) {
+        this.fieldCount = fieldCount;
+        nullFlagsBytes = getNullFlagsBytes();
+        fieldSlotsBytes = getFieldSlotsBytes();
+        fieldStartIndex = 0;
+    }
+
+    @Override
+    public void setFieldCount(int fieldStartIndex, int fieldCount) {
+        this.fieldCount = fieldCount;
+        this.fieldStartIndex = fieldStartIndex;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return buf.array();
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        if (fIdx == 0) {
+            return buf.getShort(tupleStartOff + nullFlagsBytes);
+        } else {
+            return buf.getShort(tupleStartOff + nullFlagsBytes + fIdx * 2)
+                    - buf.getShort(tupleStartOff + nullFlagsBytes + ((fIdx - 1) * 2));
+        }
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        if (fIdx == 0) {
+            return tupleStartOff + nullFlagsBytes + fieldSlotsBytes;
+        } else {
+            return tupleStartOff + nullFlagsBytes + fieldSlotsBytes
+                    + buf.getShort(tupleStartOff + nullFlagsBytes + ((fIdx - 1) * 2));
+        }
+    }
+
+    protected int getNullFlagsBytes() {
+        return (int) Math.ceil(fieldCount / 8.0);
+    }
+
+    protected int getFieldSlotsBytes() {
+        return fieldCount * 2;
+    }
+
+	@Override
+	public int getTupleSize() {
+		return nullFlagsBytes + fieldSlotsBytes + buf.getShort(tupleStartOff + nullFlagsBytes + (fieldCount-1) * 2);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
new file mode 100644
index 0000000..11b0010
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriter.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+
+public class SimpleTupleWriter implements ITreeIndexTupleWriter {
+
+    // Write short in little endian to target byte array at given offset.
+    private static void writeShortL(short s, byte[] buf, int targetOff) {
+        buf[targetOff] = (byte) (s >> 8);
+        buf[targetOff + 1] = (byte) (s >> 0);
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        int bytes = getNullFlagsBytes(tuple) + getFieldSlotsBytes(tuple);
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            bytes += tuple.getFieldLength(i);
+        }
+        return bytes;
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple, int startField, int numFields) {
+        int bytes = getNullFlagsBytes(tuple, startField, numFields) + getFieldSlotsBytes(tuple, startField, numFields);
+        for (int i = startField; i < startField + numFields; i++) {
+            bytes += tuple.getFieldLength(i);
+        }
+        return bytes;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new SimpleTupleReference();
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, ByteBuffer targetBuf, int targetOff) {
+        return writeTuple(tuple, targetBuf.array(), targetOff);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int runner = targetOff;
+        int nullFlagsBytes = getNullFlagsBytes(tuple);
+        int fieldSlotsBytes = getFieldSlotsBytes(tuple);
+        for (int i = 0; i < nullFlagsBytes; i++) {
+            targetBuf[runner++] = (byte) 0;
+        }
+        runner += fieldSlotsBytes;
+        int fieldEndOff = 0;
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
+            fieldEndOff += tuple.getFieldLength(i);
+            runner += tuple.getFieldLength(i);
+            writeShortL((short) fieldEndOff, targetBuf, targetOff + nullFlagsBytes + i * 2);
+        }
+        return runner - targetOff;
+    }
+
+    @Override
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff) {
+        int runner = targetOff;
+        int nullFlagsBytes = getNullFlagsBytes(tuple, startField, numFields);
+        for (int i = 0; i < nullFlagsBytes; i++) {
+            targetBuf[runner++] = (byte) 0;
+        }
+        runner += getFieldSlotsBytes(tuple, startField, numFields);
+
+        int fieldEndOff = 0;
+        int fieldCounter = 0;
+        for (int i = startField; i < startField + numFields; i++) {
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
+            fieldEndOff += tuple.getFieldLength(i);
+            runner += tuple.getFieldLength(i);
+            writeShortL((short) fieldEndOff, targetBuf, targetOff + nullFlagsBytes + fieldCounter * 2);
+            fieldCounter++;
+        }
+
+        return runner - targetOff;
+    }
+
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        return (int) Math.ceil((double) tuple.getFieldCount() / 8.0);
+    }
+
+    protected int getFieldSlotsBytes(ITupleReference tuple) {
+        return tuple.getFieldCount() * 2;
+    }
+
+    protected int getNullFlagsBytes(ITupleReference tuple, int startField, int numFields) {
+        return (int) Math.ceil((double) numFields / 8.0);
+    }
+
+    protected int getFieldSlotsBytes(ITupleReference tuple, int startField, int numFields) {
+        return numFields * 2;
+    }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return bytesRequired(tuple);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriterFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriterFactory.java
new file mode 100644
index 0000000..be0688a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/SimpleTupleWriterFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class SimpleTupleWriterFactory implements ITreeIndexTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new SimpleTupleWriter();
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java
new file mode 100644
index 0000000..c6a0035
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleReference.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.VarLenIntDecoder;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class TypeAwareTupleReference implements ITreeIndexTupleReference {
+    protected ByteBuffer buf;
+    protected int fieldStartIndex;
+    protected int fieldCount;
+    protected int tupleStartOff;
+    protected int nullFlagsBytes;
+    protected int dataStartOff;
+
+    protected ITypeTraits[] typeTraits;
+    protected VarLenIntDecoder encDec = VarLenIntEncoderDecoder.createDecoder();
+    protected int[] decodedFieldSlots;
+
+    public TypeAwareTupleReference(ITypeTraits[] typeTraits) {
+        this.typeTraits = typeTraits;
+        this.fieldStartIndex = 0;
+        setFieldCount(typeTraits.length);
+    }
+
+    @Override
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOff) {
+        this.buf = buf;
+        this.tupleStartOff = tupleStartOff;
+
+        // decode field slots
+        int field = 0;
+        int cumul = 0;
+        int end = fieldStartIndex + fieldCount;
+        encDec.reset(buf.array(), tupleStartOff + nullFlagsBytes);
+        for (int i = fieldStartIndex; i < end; i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                cumul += encDec.decode();
+                decodedFieldSlots[field++] = cumul;
+            } else {
+                cumul += typeTraits[i].getFixedLength();
+                decodedFieldSlots[field++] = cumul;
+            }
+        }
+        dataStartOff = encDec.getPos();
+    }
+
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        resetByTupleOffset(frame.getBuffer(), frame.getTupleOffset(tupleIndex));
+    }
+
+    @Override
+    public void setFieldCount(int fieldCount) {
+        this.fieldCount = fieldCount;
+        if (decodedFieldSlots == null) {
+            decodedFieldSlots = new int[fieldCount];
+        } else {
+            if (fieldCount > decodedFieldSlots.length) {
+                decodedFieldSlots = new int[fieldCount];
+            }
+        }
+        nullFlagsBytes = getNullFlagsBytes();
+        this.fieldStartIndex = 0;
+    }
+
+    @Override
+    public void setFieldCount(int fieldStartIndex, int fieldCount) {
+        setFieldCount(fieldCount);
+        this.fieldStartIndex = fieldStartIndex;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return buf.array();
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        if (fIdx == 0) {
+            return decodedFieldSlots[0];
+        } else {
+            return decodedFieldSlots[fIdx] - decodedFieldSlots[fIdx - 1];
+        }
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        if (fIdx == 0) {
+            return dataStartOff;
+        } else {
+            return dataStartOff + decodedFieldSlots[fIdx - 1];
+        }
+    }
+
+    protected int getNullFlagsBytes() {
+        return (int) Math.ceil(fieldCount / 8.0);
+    }
+
+    @Override
+    public int getTupleSize() {
+        return dataStartOff - tupleStartOff + decodedFieldSlots[fieldCount - 1];
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
new file mode 100644
index 0000000..1d55d4d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriter.java
@@ -0,0 +1,152 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class TypeAwareTupleWriter implements ITreeIndexTupleWriter {
+
+    protected final ITypeTraits[] typeTraits;
+    protected VarLenIntEncoderDecoder.VarLenIntDecoder decoder = VarLenIntEncoderDecoder.createDecoder();
+
+    public TypeAwareTupleWriter(ITypeTraits[] typeTraits) {
+        this.typeTraits = typeTraits;
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        int bytes = getNullFlagsBytes(tuple) + getFieldSlotsBytes(tuple);
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            bytes += tuple.getFieldLength(i);
+        }
+        return bytes;
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple, int startField, int numFields) {
+        int bytes = getNullFlagsBytes(numFields) + getFieldSlotsBytes(tuple, startField, numFields);
+        for (int i = startField; i < startField + numFields; i++) {
+            bytes += tuple.getFieldLength(i);
+        }
+        return bytes;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new TypeAwareTupleReference(typeTraits);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, ByteBuffer targetBuf, int targetOff) {
+        return writeTuple(tuple, targetBuf.array(), targetOff);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int runner = targetOff;
+        int nullFlagsBytes = getNullFlagsBytes(tuple);
+        // write null indicator bits
+        for (int i = 0; i < nullFlagsBytes; i++) {
+            targetBuf[runner++] = (byte) 0;
+        }
+
+        // write field slots for variable length fields
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                runner += VarLenIntEncoderDecoder.encode(tuple.getFieldLength(i), targetBuf, runner);
+            }
+        }
+
+        // write data fields
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
+            runner += tuple.getFieldLength(i);
+        }
+
+        return runner - targetOff;
+    }
+
+    @Override
+    public int writeTupleFields(ITupleReference tuple, int startField, int numFields, byte[] targetBuf, int targetOff) {
+        int runner = targetOff;
+        int nullFlagsBytes = getNullFlagsBytes(numFields);
+        // write null indicator bits
+        for (int i = 0; i < nullFlagsBytes; i++) {
+            targetBuf[runner++] = (byte) 0;
+        }
+
+        // write field slots for variable length fields
+        for (int i = startField; i < startField + numFields; i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                runner += VarLenIntEncoderDecoder.encode(tuple.getFieldLength(i), targetBuf, runner);
+            }
+        }
+
+        for (int i = startField; i < startField + numFields; i++) {
+            System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), targetBuf, runner, tuple.getFieldLength(i));
+            runner += tuple.getFieldLength(i);
+        }
+
+        return runner - targetOff;
+    }
+
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        return (int) Math.ceil(tuple.getFieldCount() / 8.0);
+    }
+
+    protected int getFieldSlotsBytes(ITupleReference tuple) {
+        int fieldSlotBytes = 0;
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                fieldSlotBytes += VarLenIntEncoderDecoder.getBytesRequired(tuple.getFieldLength(i));
+            }
+        }
+        return fieldSlotBytes;
+    }
+
+    protected int getNullFlagsBytes(int numFields) {
+        return (int) Math.ceil(numFields / 8.0);
+    }
+
+    protected int getFieldSlotsBytes(ITupleReference tuple, int startField, int numFields) {
+        int fieldSlotBytes = 0;
+        for (int i = startField; i < startField + numFields; i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                fieldSlotBytes += VarLenIntEncoderDecoder.getBytesRequired(tuple.getFieldLength(i));
+            }
+        }
+        return fieldSlotBytes;
+    }
+
+    public ITypeTraits[] getTypeTraits() {
+        return typeTraits;
+    }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return bytesRequired(tuple);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java
new file mode 100644
index 0000000..c367152
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/tuples/TypeAwareTupleWriterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class TypeAwareTupleWriterFactory implements
+		ITreeIndexTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+	protected ITypeTraits[] typeTraits;
+
+	public TypeAwareTupleWriterFactory(ITypeTraits[] typeTraits) {
+		this.typeTraits = typeTraits;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new TypeAwareTupleWriter(typeTraits);
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/HashMultiSet.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/HashMultiSet.java
new file mode 100644
index 0000000..7213a5b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/HashMultiSet.java
@@ -0,0 +1,117 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.util;
+
+import java.util.AbstractCollection;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Quick and dirty implementation of a HashMultiSet backed by a HashMap.
+ * It only implements a minimal subset of the collection interface to make our tests work.
+ */
+public class HashMultiSet<E> extends AbstractCollection<E> {
+
+    private final Map<E, List<E>> map = new HashMap<E, List<E>>();
+    private int size = 0;
+
+    @Override
+    public boolean add(E e) {
+        List<E> list = map.get(e);
+        if (list == null) {
+            list = new ArrayList<E>();
+            map.put(e, list);
+        }
+        list.add(e);
+        size++;
+        return true;
+    }
+
+    @Override
+    public boolean contains(Object o) {
+        return map.containsKey(o);
+    }
+
+    @Override
+    public boolean remove(Object o) {
+        List<E> list = map.get(o);
+        if (list == null) {
+            return false;
+        }
+        list.remove(list.size() - 1);
+        if (list.isEmpty()) {
+            map.remove(o);
+        }
+        size--;
+        return true;
+    }
+
+    @Override
+    public Iterator<E> iterator() {
+        return new HashMultiSetIterator();
+    }
+
+    @Override
+    public int size() {
+        return size;
+    }
+
+    @Override
+    public void clear() {
+        map.clear();
+        size = 0;
+    }
+
+    private class HashMultiSetIterator implements Iterator<E> {
+
+        private Iterator<Map.Entry<E, List<E>>> mapIter;
+        private Iterator<E> listIter;
+
+        public HashMultiSetIterator() {
+            mapIter = map.entrySet().iterator();
+        }
+
+        @Override
+        public boolean hasNext() {
+            if (mapIter.hasNext() || (listIter != null && listIter.hasNext())) {
+                return true;
+            }
+            return false;
+        }
+
+        @Override
+        public E next() {
+            if (listIter == null || (listIter != null && !listIter.hasNext())) {
+                Map.Entry<E, List<E>> entry = mapIter.next();
+                listIter = entry.getValue().iterator();
+                return listIter.next();
+            }
+            return listIter.next();
+        }
+
+        @Override
+        public void remove() {
+            throw new IllegalStateException("Not implemented");
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java
new file mode 100644
index 0000000..50f3e68
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/IndexFileNameUtil.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.util;
+
+import java.io.File;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+
+public class IndexFileNameUtil {
+
+    public static final String IO_DEVICE_NAME_PREFIX = "device_id_";
+
+    @Deprecated
+    public static String prepareFileName(String path, int ioDeviceId) {
+        return path + File.separator + IO_DEVICE_NAME_PREFIX + ioDeviceId;
+    }
+
+    public static FileReference getIndexAbsoluteFileRef(IIndexOperatorDescriptor opDesc, int partition, IIOManager ioManager){
+        String indexName = opDesc.getFileSplitProvider().getFileSplits()[partition].getLocalFile().getFile().getPath();
+        int ioDeviceId = opDesc.getFileSplitProvider().getFileSplits()[partition].getIODeviceId();
+        return ioManager.getAbsoluteFileRef(ioDeviceId, indexName);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexBufferCacheWarmup.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexBufferCacheWarmup.java
new file mode 100644
index 0000000..d9013d3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexBufferCacheWarmup.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.util;
+
+import java.util.ArrayList;
+import java.util.Random;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.util.MathUtil;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.IntArrayList;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeIndexBufferCacheWarmup {
+	private final IBufferCache bufferCache;
+	private final IMetaDataPageManager freePageManager;
+	private final int fileId;
+	private final ArrayList<IntArrayList> pagesByLevel = new ArrayList<IntArrayList>();
+	private final Random rnd = new Random();
+
+	public TreeIndexBufferCacheWarmup(IBufferCache bufferCache,
+			IMetaDataPageManager freePageManager, int fileId) {
+		this.bufferCache = bufferCache;
+		this.freePageManager = freePageManager;
+		this.fileId = fileId;
+	}
+
+	public void warmup(ITreeIndexFrame frame,
+			ITreeIndexMetaDataFrame metaFrame, int[] warmupTreeLevels,
+			int[] warmupRepeats) throws HyracksDataException {
+		bufferCache.openFile(fileId);
+
+		// scan entire file to determine pages in each level
+		int maxPageId = freePageManager.getMaxPage(metaFrame);
+		for (int pageId = 0; pageId <= maxPageId; pageId++) {
+			ICachedPage page = bufferCache.pin(
+					BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+			page.acquireReadLatch();
+			try {
+				frame.setPage(page);
+				byte level = frame.getLevel();
+				while (level >= pagesByLevel.size()) {
+					pagesByLevel.add(new IntArrayList(100, 100));
+				}
+				if (level >= 0) {
+					// System.out.println("ADDING: " + level + " " + pageId);
+					pagesByLevel.get(level).add(pageId);
+				}
+			} finally {
+				page.releaseReadLatch();
+				bufferCache.unpin(page);
+			}
+		}
+
+		// pin certain pages again to simulate frequent access
+		for (int i = 0; i < warmupTreeLevels.length; i++) {
+			if (warmupTreeLevels[i] < pagesByLevel.size()) {
+				int repeats = warmupRepeats[i];
+				IntArrayList pageIds = pagesByLevel.get(warmupTreeLevels[i]);
+				int[] remainingPageIds = new int[pageIds.size()];
+				for (int r = 0; r < repeats; r++) {
+					for (int j = 0; j < pageIds.size(); j++) {
+						remainingPageIds[j] = pageIds.get(j);
+					}
+
+					int remainingLength = pageIds.size();
+					for (int j = 0; j < pageIds.size(); j++) {
+						int index = MathUtil.stripSignBit(rnd.nextInt()) % remainingLength;
+						int pageId = remainingPageIds[index];
+
+						// pin & latch then immediately unlatch & unpin
+						ICachedPage page = bufferCache.pin(BufferedFileHandle
+								.getDiskPageId(fileId, pageId), false);
+						page.acquireReadLatch();
+						page.releaseReadLatch();
+						bufferCache.unpin(page);
+
+						remainingPageIds[index] = remainingPageIds[remainingLength - 1];
+						remainingLength--;
+					}
+				}
+			}
+		}
+
+		bufferCache.closeFile(fileId);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStats.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStats.java
new file mode 100644
index 0000000..8251c6f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStats.java
@@ -0,0 +1,165 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.util;
+
+import java.text.DecimalFormat;
+
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+
+public class TreeIndexStats {
+
+	private TreeIndexNodeTypeStats rootStats = new TreeIndexNodeTypeStats();
+	private TreeIndexNodeTypeStats interiorStats = new TreeIndexNodeTypeStats();
+	private TreeIndexNodeTypeStats leafStats = new TreeIndexNodeTypeStats();
+
+	private int freePages = 0;
+	private int metaPages = 0;
+	private int treeLevels = 0;
+
+	public void begin() {
+		rootStats.clear();
+		interiorStats.clear();
+		leafStats.clear();
+		freePages = 0;
+		metaPages = 0;
+		treeLevels = 0;
+	}
+
+	public void addRoot(ITreeIndexFrame frame) {
+		treeLevels = frame.getLevel() + 1;
+		rootStats.add(frame);
+	}
+
+	public void add(ITreeIndexFrame frame) {
+		if (frame.isLeaf()) {
+			leafStats.add(frame);
+		} else if (frame.isInterior()) {
+			interiorStats.add(frame);
+		}
+	}
+
+	public void add(ITreeIndexMetaDataFrame metaFrame,
+			IMetaDataPageManager freePageManager) {
+		if (freePageManager.isFreePage(metaFrame)) {
+			freePages++;
+		} else if (freePageManager.isMetaPage(metaFrame)) {
+			metaPages++;
+		}
+	}
+
+	public void end() {
+		// nothing here currently
+	}
+
+	@Override
+	public String toString() {
+		StringBuilder strBuilder = new StringBuilder();
+		DecimalFormat df = new DecimalFormat("#####.##");
+
+		strBuilder.append("TREE LEVELS:  " + treeLevels + "\n");
+		strBuilder.append("FREE PAGES :  " + freePages + "\n");
+		strBuilder.append("META PAGES :  " + metaPages + "\n");
+		long totalPages = interiorStats.getNumPages() + leafStats.getNumPages()
+				+ freePages + metaPages;
+		strBuilder.append("TOTAL PAGES : " + totalPages + "\n");
+
+		strBuilder.append("\n");
+		strBuilder.append("ROOT STATS" + "\n");
+		strBuilder
+				.append("NUM TUPLES:      " + rootStats.getNumTuples() + "\n");
+		strBuilder.append("FILL FACTOR    : "
+				+ df.format(rootStats.getAvgFillFactor()) + "\n");
+
+		if (interiorStats.getNumPages() > 0) {
+			strBuilder.append("\n");
+			strBuilder.append("INTERIOR STATS" + "\n");
+			strBuilder.append("NUM PAGES:       " + interiorStats.getNumPages()
+					+ "\n");
+			strBuilder.append("NUM TUPLES:      "
+					+ interiorStats.getNumTuples() + "\n");
+			strBuilder.append("AVG TUPLES/PAGE: "
+					+ df.format(interiorStats.getAvgNumTuples()) + "\n");
+			strBuilder.append("AVG FILL FACTOR: "
+					+ df.format(interiorStats.getAvgFillFactor()) + "\n");
+		}
+
+		if (leafStats.getNumPages() > 0) {
+			strBuilder.append("\n");
+			strBuilder.append("LEAF STATS" + "\n");
+			strBuilder.append("NUM PAGES:       "
+					+ df.format(leafStats.getNumPages()) + "\n");
+			strBuilder.append("NUM TUPLES:      "
+					+ df.format(leafStats.getNumTuples()) + "\n");
+			strBuilder.append("AVG TUPLES/PAGE: "
+					+ df.format(leafStats.getAvgNumTuples()) + "\n");
+			strBuilder.append("AVG FILL FACTOR: "
+					+ df.format(leafStats.getAvgFillFactor()) + "\n");
+		}
+
+		return strBuilder.toString();
+	}
+
+	public class TreeIndexNodeTypeStats {
+		private long numTuples;
+		private long sumTuplesSizes;
+		private long numPages;
+		private double sumFillFactors;
+
+		public void clear() {
+			numTuples = 0;
+			sumTuplesSizes = 0;
+			numPages = 0;
+		}
+
+		public void add(ITreeIndexFrame frame) {
+			numPages++;
+			numTuples += frame.getTupleCount();
+			sumFillFactors += (double) (frame.getBuffer().capacity() - frame
+					.getTotalFreeSpace())
+					/ (double) frame.getBuffer().capacity();
+		}
+
+		public long getNumTuples() {
+			return numTuples;
+		}
+
+		public long getSumTupleSizes() {
+			return sumTuplesSizes;
+		}
+
+		public long getNumPages() {
+			return numPages;
+		}
+
+		public double getAvgNumTuples() {
+			return (double) numTuples / (double) numPages;
+		}
+
+		public double getAvgTupleSize() {
+			return (double) sumTuplesSizes / (double) numTuples;
+		}
+
+		public double getAvgFillFactor() {
+			return sumFillFactors / numPages;
+		}
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStatsGatherer.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStatsGatherer.java
new file mode 100644
index 0000000..3c15b23
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexStatsGatherer.java
@@ -0,0 +1,91 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common.util;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeIndexStatsGatherer {
+
+	private final TreeIndexStats treeIndexStats = new TreeIndexStats();
+	private final IBufferCache bufferCache;
+	private final IMetaDataPageManager freePageManager;
+	private final int fileId;
+	private final int rootPage;
+
+	public TreeIndexStatsGatherer(IBufferCache bufferCache,
+			IMetaDataPageManager freePageManager, int fileId, int rootPage) {
+		this.bufferCache = bufferCache;
+		this.freePageManager = freePageManager;
+		this.fileId = fileId;
+		this.rootPage = rootPage;
+	}
+
+	public TreeIndexStats gatherStats(ITreeIndexFrame leafFrame,
+			ITreeIndexFrame interiorFrame, ITreeIndexMetaDataFrame metaFrame)
+			throws HyracksDataException {
+
+		bufferCache.openFile(fileId);
+
+		treeIndexStats.begin();
+
+		int maxPageId = freePageManager.getMaxPage(metaFrame);
+		for (int pageId = 0; pageId <= maxPageId; pageId++) {
+			ICachedPage page = bufferCache.pin(
+					BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+			page.acquireReadLatch();
+			try {
+				metaFrame.setPage(page);
+				leafFrame.setPage(page);
+				interiorFrame.setPage(page);
+
+				if (leafFrame.isLeaf()) {
+					if (pageId == rootPage) {
+						treeIndexStats.addRoot(leafFrame);
+					} else {
+						treeIndexStats.add(leafFrame);
+					}
+				} else if (interiorFrame.isInterior()) {
+					if (pageId == rootPage) {
+						treeIndexStats.addRoot(interiorFrame);
+					} else {
+						treeIndexStats.add(interiorFrame);
+					}
+				} else {
+					treeIndexStats.add(metaFrame, freePageManager);
+				}
+
+			} finally {
+				page.releaseReadLatch();
+				bufferCache.unpin(page);
+			}
+		}
+
+		treeIndexStats.end();
+
+		bufferCache.closeFile(fileId);
+
+		return treeIndexStats;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexUtils.java b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexUtils.java
new file mode 100644
index 0000000..7784d42
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/java/org/apache/hyracks/storage/am/common/util/TreeIndexUtils.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common.util;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+@SuppressWarnings("rawtypes")
+public class TreeIndexUtils {
+	public static String printFrameTuples(ITreeIndexFrame frame, ISerializerDeserializer[] fieldSerdes) throws HyracksDataException {
+		StringBuilder strBuilder = new StringBuilder();
+		ITreeIndexTupleReference tuple = frame.createTupleReference();
+		for (int i = 0; i < frame.getTupleCount(); i++) {
+			tuple.resetByTupleIndex(frame, i);
+			String tupleString = TupleUtils.printTuple(tuple, fieldSerdes);
+			strBuilder.append(tupleString);
+			if (i != frame.getTupleCount() - 1) {
+				strBuilder.append(" | ");
+			}
+		}
+		return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
new file mode 100755
index 0000000..de64afa
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
@@ -0,0 +1,5494 @@
+Mary 
+Patricia 
+Linda 
+Barbara 
+Elizabeth 
+Jennifer 
+Maria 
+Susan 
+Margaret 
+Dorothy 
+Lisa 
+Nancy 
+Karen 
+Betty 
+Helen 
+Sandra 
+Donna 
+Carol 
+Ruth 
+Sharon 
+Michelle 
+Laura 
+Sarah 
+Kimberly 
+Deborah 
+Jessica 
+Shirley 
+Cynthia 
+Angela 
+Melissa 
+Brenda 
+Amy 
+Anna 
+Rebecca 
+Virginia 
+Kathleen 
+Pamela 
+Martha 
+Debra 
+Amanda 
+Stephanie 
+Carolyn 
+Christine 
+Marie 
+Janet 
+Catherine 
+Frances 
+Ann 
+Joyce 
+Diane 
+Alice 
+Julie 
+Heather 
+Teresa 
+Doris 
+Gloria 
+Evelyn 
+Jean 
+Cheryl 
+Mildred 
+Katherine 
+Joan 
+Ashley 
+Judith 
+Rose 
+Janice 
+Kelly 
+Nicole 
+Judy 
+Christina 
+Kathy 
+Theresa 
+Beverly 
+Denise 
+Tammy 
+Irene 
+Jane 
+Lori 
+Rachel 
+Marilyn 
+Andrea 
+Kathryn 
+Louise 
+Sara 
+Anne 
+Jacqueline 
+Wanda 
+Bonnie 
+Julia 
+Ruby 
+Lois 
+Tina 
+Phyllis 
+Norma 
+Paula 
+Diana 
+Annie 
+Lillian 
+Emily 
+Robin 
+Peggy 
+Crystal 
+Gladys 
+Rita 
+Dawn 
+Connie 
+Florence 
+Tracy 
+Edna 
+Tiffany 
+Carmen 
+Rosa 
+Cindy 
+Grace 
+Wendy 
+Victoria 
+Edith 
+Kim 
+Sherry 
+Sylvia 
+Josephine 
+Thelma 
+Shannon 
+Sheila 
+Ethel 
+Ellen 
+Elaine 
+Marjorie 
+Carrie 
+Charlotte 
+Monica 
+Esther 
+Pauline 
+Emma 
+Juanita 
+Anita 
+Rhonda 
+Hazel 
+Amber 
+Eva 
+Debbie 
+April 
+Leslie 
+Clara 
+Lucille 
+Jamie 
+Joanne 
+Eleanor 
+Valerie 
+Danielle 
+Megan 
+Alicia 
+Suzanne 
+Michele 
+Gail 
+Bertha 
+Darlene 
+Veronica 
+Jill 
+Erin 
+Geraldine 
+Lauren 
+Cathy 
+Joann 
+Lorraine 
+Lynn 
+Sally 
+Regina 
+Erica 
+Beatrice 
+Dolores 
+Bernice 
+Audrey 
+Yvonne 
+Annette 
+June 
+Samantha 
+Marion 
+Dana 
+Stacy 
+Ana 
+Renee 
+Ida 
+Vivian 
+Roberta 
+Holly 
+Brittany 
+Melanie 
+Loretta 
+Yolanda 
+Jeanette 
+Laurie 
+Katie 
+Kristen 
+Vanessa 
+Alma 
+Sue 
+Elsie 
+Beth 
+Jeanne 
+Vicki 
+Carla 
+Tara 
+Rosemary 
+Eileen 
+Terri 
+Gertrude 
+Lucy 
+Tonya 
+Ella 
+Stacey 
+Wilma 
+Gina 
+Kristin 
+Jessie 
+Natalie 
+Agnes 
+Vera 
+Willie 
+Charlene 
+Bessie 
+Delores 
+Melinda 
+Pearl 
+Arlene 
+Maureen 
+Colleen 
+Allison 
+Tamara 
+Joy 
+Georgia 
+Constance 
+Lillie 
+Claudia 
+Jackie 
+Marcia 
+Tanya 
+Nellie 
+Minnie 
+Marlene 
+Heidi 
+Glenda 
+Lydia 
+Viola 
+Courtney 
+Marian 
+Stella 
+Caroline 
+Dora 
+Jo 
+Vickie 
+Mattie 
+Terry 
+Maxine 
+Irma 
+Mabel 
+Marsha 
+Myrtle 
+Lena 
+Christy 
+Deanna 
+Patsy 
+Hilda 
+Gwendolyn 
+Jennie 
+Nora 
+Margie 
+Nina 
+Cassandra 
+Leah 
+Penny 
+Kay 
+Priscilla 
+Naomi 
+Carole 
+Brandy 
+Olga 
+Billie 
+Dianne 
+Tracey 
+Leona 
+Jenny 
+Felicia 
+Sonia 
+Miriam 
+Velma 
+Becky 
+Bobbie 
+Violet 
+Kristina 
+Toni 
+Misty 
+Mae 
+Shelly 
+Daisy 
+Ramona 
+Sherri 
+Erika 
+Katrina 
+Claire 
+Lindsey 
+Lindsay 
+Geneva 
+Guadalupe 
+Belinda 
+Margarita 
+Sheryl 
+Cora 
+Faye 
+Ada 
+Natasha 
+Sabrina 
+Isabel 
+Marguerite 
+Hattie 
+Harriet 
+Molly 
+Cecilia 
+Kristi 
+Brandi 
+Blanche 
+Sandy 
+Rosie 
+Joanna 
+Iris 
+Eunice 
+Angie 
+Inez 
+Lynda 
+Madeline 
+Amelia 
+Alberta 
+Genevieve 
+Monique 
+Jodi 
+Janie 
+Maggie 
+Kayla 
+Sonya 
+Jan 
+Lee 
+Kristine 
+Candace 
+Fannie 
+Maryann 
+Opal 
+Alison 
+Yvette 
+Melody 
+Luz 
+Susie 
+Olivia 
+Flora 
+Shelley 
+Kristy 
+Mamie 
+Lula 
+Lola 
+Verna 
+Beulah 
+Antoinette 
+Candice 
+Juana 
+Jeannette 
+Pam 
+Kelli 
+Hannah 
+Whitney 
+Bridget 
+Karla 
+Celia 
+Latoya 
+Patty 
+Shelia 
+Gayle 
+Della 
+Vicky 
+Lynne 
+Sheri 
+Marianne 
+Kara 
+Jacquelyn 
+Erma 
+Blanca 
+Myra 
+Leticia 
+Pat 
+Krista 
+Roxanne 
+Angelica 
+Johnnie 
+Robyn 
+Francis 
+Adrienne 
+Rosalie 
+Alexandra 
+Brooke 
+Bethany 
+Sadie 
+Bernadette 
+Traci 
+Jody 
+Kendra 
+Jasmine 
+Nichole 
+Rachael 
+Chelsea 
+Mable 
+Ernestine 
+Muriel 
+Marcella 
+Elena 
+Krystal 
+Angelina 
+Nadine 
+Kari 
+Estelle 
+Dianna 
+Paulette 
+Lora 
+Mona 
+Doreen 
+Rosemarie 
+Angel 
+Desiree 
+Antonia 
+Hope 
+Ginger 
+Janis 
+Betsy 
+Christie 
+Freda 
+Mercedes 
+Meredith 
+Lynette 
+Teri 
+Cristina 
+Eula 
+Leigh 
+Meghan 
+Sophia 
+Eloise 
+Rochelle 
+Gretchen 
+Cecelia 
+Raquel 
+Henrietta 
+Alyssa 
+Jana 
+Kelley 
+Gwen 
+Kerry 
+Jenna 
+Tricia 
+Laverne 
+Olive 
+Alexis 
+Tasha 
+Silvia 
+Elvira 
+Casey 
+Delia 
+Sophie 
+Kate 
+Patti 
+Lorena 
+Kellie 
+Sonja 
+Lila 
+Lana 
+Darla 
+May 
+Mindy 
+Essie 
+Mandy 
+Lorene 
+Elsa 
+Josefina 
+Jeannie 
+Miranda 
+Dixie 
+Lucia 
+Marta 
+Faith 
+Lela 
+Johanna 
+Shari 
+Camille 
+Tami 
+Shawna 
+Elisa 
+Ebony 
+Melba 
+Ora 
+Nettie 
+Tabitha 
+Ollie 
+Jaime 
+Winifred 
+Kristie 
+Marina 
+Alisha 
+Aimee 
+Rena 
+Myrna 
+Marla 
+Tammie 
+Latasha 
+Bonita 
+Patrice 
+Ronda 
+Sherrie 
+Addie 
+Francine 
+Deloris 
+Stacie 
+Adriana 
+Cheri 
+Shelby 
+Abigail 
+Celeste 
+Jewel 
+Cara 
+Adele 
+Rebekah 
+Lucinda 
+Dorthy 
+Chris 
+Effie 
+Trina 
+Reba 
+Shawn 
+Sallie 
+Aurora 
+Lenora 
+Etta 
+Lottie 
+Kerri 
+Trisha 
+Nikki 
+Estella 
+Francisca 
+Josie 
+Tracie 
+Marissa 
+Karin 
+Brittney 
+Janelle 
+Lourdes 
+Laurel 
+Helene 
+Fern 
+Elva 
+Corinne 
+Kelsey 
+Ina 
+Bettie 
+Elisabeth 
+Aida 
+Caitlin 
+Ingrid 
+Iva 
+Eugenia 
+Christa 
+Goldie 
+Cassie 
+Maude 
+Jenifer 
+Therese 
+Frankie 
+Dena 
+Lorna 
+Janette 
+Latonya 
+Candy 
+Morgan 
+Consuelo 
+Tamika 
+Rosetta 
+Debora 
+Cherie 
+Polly 
+Dina 
+Jewell 
+Fay 
+Jillian 
+Dorothea 
+Nell 
+Trudy 
+Esperanza 
+Patrica 
+Kimberley 
+Shanna 
+Helena 
+Carolina 
+Cleo 
+Stefanie 
+Rosario 
+Ola 
+Janine 
+Mollie 
+Lupe 
+Alisa 
+Lou 
+Maribel 
+Susanne 
+Bette 
+Susana 
+Elise 
+Cecile 
+Isabelle 
+Lesley 
+Jocelyn 
+Paige 
+Joni 
+Rachelle 
+Leola 
+Daphne 
+Alta 
+Ester 
+Petra 
+Graciela 
+Imogene 
+Jolene 
+Keisha 
+Lacey 
+Glenna 
+Gabriela 
+Keri 
+Ursula 
+Lizzie 
+Kirsten 
+Shana 
+Adeline 
+Mayra 
+Jayne 
+Jaclyn 
+Gracie 
+Sondra 
+Carmela 
+Marisa 
+Rosalind 
+Charity 
+Tonia 
+Beatriz 
+Marisol 
+Clarice 
+Jeanine 
+Sheena 
+Angeline 
+Frieda 
+Lily 
+Robbie 
+Shauna 
+Millie 
+Claudette 
+Cathleen 
+Angelia 
+Gabrielle 
+Autumn 
+Katharine 
+Summer 
+Jodie 
+Staci 
+Lea 
+Christi 
+Jimmie 
+Justine 
+Elma 
+Luella 
+Margret 
+Dominique 
+Socorro 
+Rene 
+Martina 
+Margo 
+Mavis 
+Callie 
+Bobbi 
+Maritza 
+Lucile 
+Leanne 
+Jeannine 
+Deana 
+Aileen 
+Lorie 
+Ladonna 
+Willa 
+Manuela 
+Gale 
+Selma 
+Dolly 
+Sybil 
+Abby 
+Lara 
+Dale 
+Ivy 
+Dee 
+Winnie 
+Marcy 
+Luisa 
+Jeri 
+Magdalena 
+Ofelia 
+Meagan 
+Audra 
+Matilda 
+Leila 
+Cornelia 
+Bianca 
+Simone 
+Bettye 
+Randi 
+Virgie 
+Latisha 
+Barbra 
+Georgina 
+Eliza 
+Leann 
+Bridgette 
+Rhoda 
+Haley 
+Adela 
+Nola 
+Bernadine 
+Flossie 
+Ila 
+Greta 
+Ruthie 
+Nelda 
+Minerva 
+Lilly 
+Terrie 
+Letha 
+Hilary 
+Estela 
+Valarie 
+Brianna 
+Rosalyn 
+Earline 
+Catalina 
+Ava 
+Mia 
+Clarissa 
+Lidia 
+Corrine 
+Alexandria 
+Concepcion 
+Tia 
+Sharron 
+Rae 
+Dona 
+Ericka 
+Jami 
+Elnora 
+Chandra 
+Lenore 
+Neva 
+Marylou 
+Melisa 
+Tabatha 
+Serena 
+Avis 
+Allie 
+Sofia 
+Jeanie 
+Odessa 
+Nannie 
+Harriett 
+Loraine 
+Penelope 
+Milagros 
+Emilia 
+Benita 
+Allyson 
+Ashlee 
+Tania 
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diff --git a/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
new file mode 100755
index 0000000..c9ec798
--- /dev/null
+++ b/hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
@@ -0,0 +1,88799 @@
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diff --git a/hyracks/hyracks-storage-am-lsm-btree/pom.xml b/hyracks/hyracks-storage-am-lsm-btree/pom.xml
new file mode 100644
index 0000000..988fccb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/pom.xml
@@ -0,0 +1,67 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-btree</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>    
+    <dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency> 
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency> 
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelper.java
new file mode 100644
index 0000000..ab5be15
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelper.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+
+public class ExternalBTreeDataflowHelper extends LSMBTreeDataflowHelper {
+
+    private final int version;
+
+    public ExternalBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, boolean needKeyDupCheck, int version, boolean durable) {
+        super(opDesc, ctx, partition, null, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackFactory, false, null, null, null, null, durable);
+        this.version = version;
+    }
+
+    public ExternalBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, boolean needKeyDupCheck, int version, boolean durable) {
+        this(opDesc, ctx, partition, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, needKeyDupCheck, version, durable);
+    }
+
+    @Override
+    public IIndex getIndexInstance() {
+        synchronized (lcManager) {
+            if (index == null) {
+                try {
+                    index = lcManager.getIndex(resourcePath);
+                } catch (HyracksDataException e) {
+                    return null;
+                }
+            }
+        }
+        return index;
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return LSMBTreeUtils.createExternalBTree(file, opDesc.getStorageManager().getBufferCache(ctx), opDesc
+                .getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc
+                .getTreeIndexComparatorFactories(), treeOpDesc.getTreeIndexBloomFilterKeyFields(),
+                bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory.getOperationTracker(ctx), ioScheduler,
+                ioOpCallbackFactory.createIOOperationCallback(), getVersion(), durable);
+    }
+
+    public int getVersion() {
+        return version;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..a4a0792
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeDataflowHelperFactory.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class ExternalBTreeDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int version;
+
+    public ExternalBTreeDataflowHelperFactory(ILSMMergePolicyFactory mergePolicyFactory,
+            Map<String, String> mergePolicyProperties, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            double bloomFilterFalsePositiveRate, int version, boolean durable) {
+        super(null, mergePolicyFactory, mergePolicyProperties, opTrackerFactory, ioSchedulerProvider,
+                ioOpCallbackFactory, bloomFilterFalsePositiveRate, null, null, null, durable);
+        this.version = version;
+    }
+
+    @Override
+    public IIndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new ExternalBTreeDataflowHelper(opDesc, ctx, partition, bloomFilterFalsePositiveRate,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, false, version, durable);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelper.java
new file mode 100644
index 0000000..6e0beb3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelper.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+
+public class ExternalBTreeWithBuddyDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    private final int[] buddyBtreeFields;
+    private final int version;
+
+    public ExternalBTreeWithBuddyDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            int[] buddyBtreeFields, int version, boolean durable) {
+        super(opDesc, ctx, partition, null, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackFactory, null,
+                null, null, durable);
+        this.buddyBtreeFields = buddyBtreeFields;
+        this.version = version;
+    }
+
+    public ExternalBTreeWithBuddyDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, int[] buddyBtreeFields, int version, boolean durable) {
+        super(opDesc, ctx, partition, null, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackFactory, null, null, null, durable);
+        this.buddyBtreeFields = buddyBtreeFields;
+        this.version = version;
+    }
+
+    @Override
+    public IIndex getIndexInstance() {
+        synchronized (lcManager) {
+            if (index == null) {
+                try {
+                    index = lcManager.getIndex(resourcePath);
+                } catch (HyracksDataException e) {
+                    return null;
+                }
+            }
+        }
+        return index;
+    }
+
+    @Override
+    protected IIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return LSMBTreeUtils.createExternalBTreeWithBuddy(file, opDesc.getStorageManager().getBufferCache(ctx), opDesc
+                .getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(), treeOpDesc
+                .getTreeIndexComparatorFactories(), bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory
+                .getOperationTracker(ctx), ioScheduler, ioOpCallbackFactory.createIOOperationCallback(),
+                buddyBtreeFields, version, durable);
+    }
+
+    public int getTargetVersion() {
+        return version;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelperFactory.java
new file mode 100644
index 0000000..acf502f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/ExternalBTreeWithBuddyDataflowHelperFactory.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class ExternalBTreeWithBuddyDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int[] buddyBtreeFields;
+    private final int version;
+
+    public ExternalBTreeWithBuddyDataflowHelperFactory(ILSMMergePolicyFactory mergePolicyFactory,
+            Map<String, String> mergePolicyProperties, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            double bloomFilterFalsePositiveRate, int[] buddyBtreeFields, int version, boolean durable) {
+        super(null, mergePolicyFactory, mergePolicyProperties, opTrackerFactory, ioSchedulerProvider,
+                ioOpCallbackFactory, bloomFilterFalsePositiveRate, null, null, null, durable);
+        this.buddyBtreeFields = buddyBtreeFields;
+        this.version = version;
+    }
+
+    @Override
+    public IIndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new ExternalBTreeWithBuddyDataflowHelper(opDesc, ctx, partition, bloomFilterFalsePositiveRate,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, buddyBtreeFields, version, durable);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java
new file mode 100644
index 0000000..6b2f5b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelper.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+
+public class LSMBTreeDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    private final boolean needKeyDupCheck;
+    private final int[] btreeFields;
+
+    public LSMBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, boolean needKeyDupCheck,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] btreeFields,
+            int[] filterFields, boolean durable) {
+        this(opDesc, ctx, partition, virtualBufferCaches, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackFactory, needKeyDupCheck, filterTypeTraits,
+                filterCmpFactories, btreeFields, filterFields, durable);
+    }
+
+    public LSMBTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            boolean needKeyDupCheck, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] btreeFields, int[] filterFields, boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, filterTypeTraits, filterCmpFactories, filterFields, durable);
+        this.needKeyDupCheck = needKeyDupCheck;
+        this.btreeFields = btreeFields;
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return LSMBTreeUtils.createLSMTree(virtualBufferCaches, file, opDesc.getStorageManager().getBufferCache(ctx),
+                opDesc.getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(),
+                treeOpDesc.getTreeIndexComparatorFactories(), treeOpDesc.getTreeIndexBloomFilterKeyFields(),
+                bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory.getOperationTracker(ctx), ioScheduler,
+                ioOpCallbackFactory.createIOOperationCallback(), needKeyDupCheck, filterTypeTraits, filterCmpFactories,
+                btreeFields, filterFields, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..63b784a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/dataflow/LSMBTreeDataflowHelperFactory.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class LSMBTreeDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final boolean needKeyDupCheck;
+    private final int[] btreeFields;
+
+    public LSMBTreeDataflowHelperFactory(IVirtualBufferCacheProvider virtualBufferCacheProvider,
+            ILSMMergePolicyFactory mergePolicyFactory, Map<String, String> mergePolicyProperties,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, double bloomFilterFalsePositiveRate,
+            boolean needKeyDupCheck, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] btreeFields, int[] filterFields, boolean durable) {
+        super(virtualBufferCacheProvider, mergePolicyFactory, mergePolicyProperties, opTrackerFactory,
+                ioSchedulerProvider, ioOpCallbackFactory, bloomFilterFalsePositiveRate, filterTypeTraits,
+                filterCmpFactories, filterFields, durable);
+        this.needKeyDupCheck = needKeyDupCheck;
+        this.btreeFields = btreeFields;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMBTreeDataflowHelper(opDesc, ctx, partition,
+                virtualBufferCacheProvider.getVirtualBufferCaches(ctx, opDesc.getFileSplitProvider()), bloomFilterFalsePositiveRate,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, needKeyDupCheck, filterTypeTraits,
+                filterCmpFactories, btreeFields, filterFields, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java
new file mode 100644
index 0000000..67a7c8d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/AntimatterAwareTupleAcceptor.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.ITupleAcceptor;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleReference;
+
+public enum AntimatterAwareTupleAcceptor implements ITupleAcceptor {
+    INSTANCE;
+
+    @Override
+    public boolean accept(ITupleReference tuple) {
+        if (tuple == null) {
+            return true;
+        }
+        return ((LSMBTreeTupleReference) tuple).isAntimatter();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTree.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTree.java
new file mode 100644
index 0000000..c9b8896
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTree.java
@@ -0,0 +1,711 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.IOException;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.api.ITwoPCIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeRefrencingTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ITwoPCIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.ExternalIndexHarness;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+/**
+ * This is an lsm b-tree that does not have memory component and is modified
+ * only by bulk loading and addition of disk components as of this point, it is
+ * intended for use with external dataset indexes only.
+ *
+ * @author alamouda
+ */
+public class ExternalBTree extends LSMBTree implements ITwoPCIndex {
+
+    // This component factory has to be different since it uses different tuple
+    // writer in it's leaf frames to support inserting both
+    // regular and delete tuples
+    private final LSMBTreeDiskComponentFactory transactionComponentFactory;
+    // A second disk component list that will be used when a transaction is
+    // committed and will be seen by subsequent accessors
+    private final List<ILSMComponent> secondDiskComponents;
+    // A pointer that points to the current most recent list (either
+    // diskComponents = 0, or secondDiskComponents = 1). It starts with -1 to
+    // indicate first time activation
+    private int version = -1;
+
+    private final ITreeIndexFrameFactory interiorFrameFactory;
+
+    public ExternalBTree(ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, ILSMIndexFileManager fileManager,
+            TreeIndexFactory<BTree> diskBTreeFactory, TreeIndexFactory<BTree> bulkLoadBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, double bloomFilterFalsePositiveRate,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] cmpFactories,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, TreeIndexFactory<BTree> transactionBTreeFactory, int version,
+            boolean durable) {
+        super(interiorFrameFactory, insertLeafFrameFactory, deleteLeafFrameFactory, fileManager, diskBTreeFactory,
+                bulkLoadBTreeFactory, bloomFilterFactory, bloomFilterFalsePositiveRate, diskFileMapProvider, fieldCount,
+                cmpFactories, mergePolicy, opTracker, ioScheduler, ioOpCallback, false, durable);
+        this.transactionComponentFactory = new LSMBTreeDiskComponentFactory(transactionBTreeFactory, bloomFilterFactory,
+                null);
+        this.secondDiskComponents = new LinkedList<ILSMComponent>();
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.version = version;
+    }
+
+    // This method is used to create a target for a bulk modify operation. This
+    // component must then be either committed or deleted
+    private ILSMComponent createTransactionTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs;
+        try {
+            componentFileRefs = fileManager.getNewTransactionFileReference();
+        } catch (IOException e) {
+            throw new HyracksDataException("Failed to create transaction components", e);
+        }
+        return createDiskComponent(transactionComponentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    // The subsume merged components is overridden to account for:
+    // Maintaining two versions of the index
+    @Override
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException {
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+        }
+
+        // Check if merge will affect the older list
+        if (olderList.containsAll(mergedComponents)) {
+            int swapIndex = olderList.indexOf(mergedComponents.get(0));
+            olderList.removeAll(mergedComponents);
+            olderList.add(swapIndex, newComponent);
+        }
+
+        // The new list will always have all the merged components
+        int swapIndex = newerList.indexOf(mergedComponents.get(0));
+        newerList.removeAll(mergedComponents);
+        newerList.add(swapIndex, newComponent);
+    }
+
+    // This method is used by the merge policy when it needs to check if a merge
+    // is needed.
+    // It only needs to return the newer list
+    @Override
+    public List<ILSMComponent> getImmutableComponents() {
+        if (version == 0) {
+            return diskComponents;
+        } else {
+            return secondDiskComponents;
+        }
+    }
+
+    // The only reason to override the following method is that it uses a different context object
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        ExternalBTreeOpContext ctx = (ExternalBTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        ctx.searchInitialState.reset(pred, operationalComponents);
+        cursor.open(ctx.searchInitialState, pred);
+    }
+
+    // This method creates the appropriate opContext for the targeted version
+    public ExternalBTreeOpContext createOpContext(ISearchOperationCallback searchCallback, int targetVersion) {
+        return new ExternalBTreeOpContext(insertLeafFrameFactory, deleteLeafFrameFactory, searchCallback,
+                componentFactory.getBloomFilterKeyFields().length, cmpFactories, targetVersion, lsmHarness);
+    }
+
+    // The only reason to override the following method is that it uses a different context object
+    // in addition, determining whether or not to keep deleted tuples is different here
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        ExternalBTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE, -1);
+        opCtx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        boolean returnDeletedTuples = false;
+        if (version == 0) {
+            if (ctx.getComponentHolder().get(ctx.getComponentHolder().size() - 1) != diskComponents
+                    .get(diskComponents.size() - 1)) {
+                returnDeletedTuples = true;
+            }
+        } else {
+            if (ctx.getComponentHolder().get(ctx.getComponentHolder().size() - 1) != secondDiskComponents
+                    .get(secondDiskComponents.size() - 1)) {
+                returnDeletedTuples = true;
+            }
+        }
+        ITreeIndexCursor cursor = new LSMBTreeRangeSearchCursor(opCtx, returnDeletedTuples);
+        BTree firstBTree = ((LSMBTreeDiskComponent) mergingComponents.get(0)).getBTree();
+        BTree lastBTree = ((LSMBTreeDiskComponent) mergingComponents.get(mergingComponents.size() - 1)).getBTree();
+        FileReference firstFile = firstBTree.getFileReference();
+        FileReference lastFile = lastBTree.getFileReference();
+        LSMComponentFileReferences relMergeFileRefs = fileManager
+                .getRelMergeFileReference(firstFile.getFile().getName(), lastFile.getFile().getName());
+        ILSMIndexAccessorInternal accessor = new LSMBTreeAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMBTreeMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getBloomFilterFileReference(),
+                callback, fileManager.getBaseDir()));
+    }
+
+    // This function should only be used when a transaction fail. it doesn't
+    // take any parameters since there can only be
+    // a single transaction and hence a single transaction component on disk
+    public void deleteTransactionComponent() throws HyracksDataException {
+        fileManager.deleteTransactionFiles();
+    }
+
+    // This function in an instance of this index is only used after a bulk load
+    // is successful
+    @Override
+    public void addComponent(ILSMComponent c) throws HyracksDataException {
+        if (version == 0) {
+            diskComponents.add(0, c);
+        } else if (version == 1) {
+            secondDiskComponents.add(0, c);
+        }
+    }
+
+    // This function is used when a new component is to be committed.
+    @Override
+    public void commitTransactionDiskComponent(ILSMComponent newComponent) throws HyracksDataException {
+        // determine which list is the new one and flip the pointer
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+            version = 1;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+            version = 0;
+        }
+        // Remove components from list
+        olderList.clear();
+        // Add components
+        olderList.addAll(newerList);
+        if (newComponent != null) {
+            // Add it to the list
+            olderList.add(0, newComponent);
+        }
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+        if (diskComponents.size() == 0 && secondDiskComponents.size() == 0) {
+            //First time activation
+            List<LSMComponentFileReferences> validFileReferences;
+            try {
+                validFileReferences = fileManager.cleanupAndGetValidFiles();
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+                LSMBTreeDiskComponent component;
+                try {
+                    component = createDiskComponent(componentFactory,
+                            lsmComonentFileReference.getInsertIndexFileReference(),
+                            lsmComonentFileReference.getBloomFilterFileReference(), false);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                diskComponents.add(component);
+                secondDiskComponents.add(component);
+            }
+            ((ExternalIndexHarness) lsmHarness).indexFirstTimeActivated();
+        } else {
+            // This index has been opened before
+            for (ILSMComponent c : diskComponents) {
+                LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+                BTree btree = component.getBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                btree.activate();
+                bloomFilter.activate();
+            }
+            for (ILSMComponent c : secondDiskComponents) {
+                // Only activate non shared components
+                if (!diskComponents.contains(c)) {
+                    LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+                    BTree btree = component.getBTree();
+                    BloomFilter bloomFilter = component.getBloomFilter();
+                    btree.activate();
+                    bloomFilter.activate();
+                }
+            }
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        super.create();
+        secondDiskComponents.clear();
+    }
+
+    @Override
+    public void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            cb.afterFinalize(LSMOperationType.FLUSH, null);
+        }
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            btree.deactivateCloseHandle();
+            bloomFilter.deactivate();
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            // Only deactivate non shared components (So components are not de-activated twice)
+            if (!diskComponents.contains(c)) {
+                LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+                BTree btree = component.getBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                btree.deactivateCloseHandle();
+                bloomFilter.deactivate();
+            }
+        }
+        isActivated = false;
+    }
+
+    // The clear method is not used anywhere in AsterixDB! we override it anyway
+    // to exit components first and deal with the two lists
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        ((ExternalIndexHarness) lsmHarness).indexClear();
+
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+        }
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        version = -1;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        fileManager.deleteDirs();
+        version = -1;
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        for (ILSMComponent c : diskComponents) {
+            BTree btree = ((LSMBTreeDiskComponent) c).getBTree();
+            btree.validate();
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            if (!diskComponents.contains(c)) {
+                BTree btree = ((LSMBTreeDiskComponent) c).getBTree();
+                btree.validate();
+            }
+        }
+    }
+
+    // Not supported
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("tuple modify not supported in LSM-Disk-Only-BTree");
+    }
+
+    // Not supported
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-BTree");
+    }
+
+    // Not supported
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-BTree");
+    }
+
+    // Only support search and merge operations
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        List<ILSMComponent> immutableComponents;
+        // Identify current list in case of a merge
+        if (version == 0) {
+            immutableComponents = diskComponents;
+        } else {
+            immutableComponents = secondDiskComponents;
+        }
+        ExternalBTreeOpContext opCtx = (ExternalBTreeOpContext) ctx;
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case SEARCH:
+                if (opCtx.getTargetIndexVersion() == 0) {
+                    operationalComponents.addAll(diskComponents);
+                } else {
+                    operationalComponents.addAll(secondDiskComponents);
+                }
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    // For initial load
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCBTreeBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex, false);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // For transaction bulk load <- could consolidate with the above method ->
+    @Override
+    public IIndexBulkLoader createTransactionBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCBTreeBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex, true);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // The bulk loader used for both initial loading and transaction
+    // modifications
+    public class LSMTwoPCBTreeBulkLoader implements IIndexBulkLoader, ITwoPCIndexBulkLoader {
+        private final ILSMComponent component;
+        private final BTreeBulkLoader bulkLoader;
+        private final IIndexBulkLoader builder;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        private boolean endedBloomFilterLoad = false;
+        private final boolean isTransaction;
+        private final ITreeIndexTupleWriterFactory frameTupleWriterFactory;
+
+        public LSMTwoPCBTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex, boolean isTransaction) throws TreeIndexException, HyracksDataException {
+            this.isTransaction = isTransaction;
+            // Create the appropriate target
+            if (isTransaction) {
+                try {
+                    component = createTransactionTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            } else {
+                if (checkIfEmptyIndex && !isEmptyIndex()) {
+                    throw new TreeIndexException("Cannot load an index that is not empty");
+                }
+                try {
+                    component = createBulkLoadTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            }
+
+            frameTupleWriterFactory = ((LSMBTreeDiskComponent) component).getBTree().getLeafFrameFactory()
+                    .getTupleWriterFactory();
+            bulkLoader = (BTreeBulkLoader) ((LSMBTreeDiskComponent) component).getBTree().createBulkLoader(fillFactor,
+                    verifyInput, numElementsHint, false, true);
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElementsHint);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            builder = ((LSMBTreeDiskComponent) component).getBloomFilter().createBuilder(numElementsHint,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        }
+
+        // It is expected that the mode was set to insert operation before
+        // calling add
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                bulkLoader.add(tuple);
+                builder.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        // This is made public in case of a failure, it is better to delete all
+        // created artifacts.
+        public void cleanupArtifacts() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                // We make sure to end the bloom filter load to release latches.
+                if (!endedBloomFilterLoad) {
+                    builder.end();
+                    endedBloomFilterLoad = true;
+                }
+                try {
+                    ((LSMBTreeDiskComponent) component).getBTree().deactivate();
+                } catch (HyracksDataException e) {
+                    // Do nothing.. this could've bee
+                }
+                ((LSMBTreeDiskComponent) component).getBTree().destroy();
+                try {
+                    ((LSMBTreeDiskComponent) component).getBloomFilter().deactivate();
+                } catch (HyracksDataException e) {
+                    // Do nothing.. this could've bee
+                }
+                ((LSMBTreeDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+                if (!endedBloomFilterLoad) {
+                    builder.end();
+                    endedBloomFilterLoad = true;
+                }
+                bulkLoader.end();
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else if (isTransaction) {
+                    // Since this is a transaction component, validate and
+                    // deactivate. it could later be added or deleted
+                    markAsValid(component);
+                    BTree btree = ((LSMBTreeDiskComponent) component).getBTree();
+                    BloomFilter bloomFilter = ((LSMBTreeDiskComponent) component).getBloomFilter();
+                    btree.deactivate();
+                    bloomFilter.deactivate();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        // It is expected that the mode was set to delete operation before
+        // calling delete
+        @Override
+        public void delete(ITupleReference tuple) throws IndexException, HyracksDataException {
+            ((LSMBTreeRefrencingTupleWriterFactory) frameTupleWriterFactory).setMode(IndexOperation.DELETE);
+            try {
+                bulkLoader.add(tuple);
+                builder.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+            ((LSMBTreeRefrencingTupleWriterFactory) frameTupleWriterFactory).setMode(IndexOperation.INSERT);
+        }
+
+        @Override
+        public void abort() {
+            try {
+                cleanupArtifacts();
+            } catch (Exception e) {
+                // Do nothing
+            }
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "LSMTwoPCBTree [" + fileManager.getBaseDir() + "]";
+    }
+
+    // The accessor for disk only indexes don't use modification callback and always carry the target index version with them
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMBTreeAccessor(lsmHarness, createOpContext(searchCallback, version));
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(ISearchOperationCallback searchCallback, int targetIndexVersion)
+            throws HyracksDataException {
+        return new LSMBTreeAccessor(lsmHarness, createOpContext(searchCallback, targetIndexVersion));
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return interiorFrameFactory;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return cmpFactories.length;
+    }
+
+    @Override
+    public int getFileId() {
+        return -1;
+    }
+
+    @Override
+    public IMetaDataPageManager getMetaManager() {
+        return null;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return insertLeafFrameFactory;
+    }
+
+    @Override
+    public int getCurrentVersion() {
+        return version;
+    }
+
+    @Override
+    public List<ILSMComponent> getFirstComponentList() {
+        return diskComponents;
+    }
+
+    @Override
+    public List<ILSMComponent> getSecondComponentList() {
+        return secondDiskComponents;
+    }
+
+    @Override
+    public void commitTransaction() throws TreeIndexException, HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefrences = fileManager.getTransactionFileReferenceForCommit();
+        LSMBTreeDiskComponent component = null;
+        if (componentFileRefrences != null) {
+            component = createDiskComponent(componentFactory, componentFileRefrences.getInsertIndexFileReference(),
+                    componentFileRefrences.getBloomFilterFileReference(), false);
+        }
+        ((ExternalIndexHarness) lsmHarness).addTransactionComponents(component);
+    }
+
+    @Override
+    public void abortTransaction() throws TreeIndexException {
+        try {
+            fileManager.deleteTransactionFiles();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public void recoverTransaction() throws TreeIndexException {
+        try {
+            fileManager.recoverTransaction();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeOpContext.java
new file mode 100644
index 0000000..d63671e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeOpContext.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class ExternalBTreeOpContext implements ILSMIndexOperationContext {
+    public ITreeIndexFrameFactory insertLeafFrameFactory;
+    public ITreeIndexFrameFactory deleteLeafFrameFactory;
+    public IBTreeLeafFrame insertLeafFrame;
+    public IBTreeLeafFrame deleteLeafFrame;
+    public IndexOperation op;
+    public final MultiComparator cmp;
+    public final MultiComparator bloomFilterCmp;
+    public final ISearchOperationCallback searchCallback;
+    private final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+    private final int targetIndexVersion;
+    public ISearchPredicate searchPredicate;
+    public LSMBTreeCursorInitialState searchInitialState;
+
+    public ExternalBTreeOpContext(ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, ISearchOperationCallback searchCallback,
+            int numBloomFilterKeyFields, IBinaryComparatorFactory[] cmpFactories, int targetIndexVersion,
+            ILSMHarness lsmHarness) {
+        if (cmpFactories != null) {
+            this.cmp = MultiComparator.create(cmpFactories);
+        } else {
+            this.cmp = null;
+        }
+        bloomFilterCmp = MultiComparator.create(cmpFactories, 0, numBloomFilterKeyFields);
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.insertLeafFrame = (IBTreeLeafFrame) insertLeafFrameFactory.createFrame();
+        this.deleteLeafFrame = (IBTreeLeafFrame) deleteLeafFrameFactory.createFrame();
+        if (insertLeafFrame != null && this.cmp != null) {
+            insertLeafFrame.setMultiComparator(cmp);
+        }
+        if (deleteLeafFrame != null && this.cmp != null) {
+            deleteLeafFrame.setMultiComparator(cmp);
+        }
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.searchCallback = searchCallback;
+        this.targetIndexVersion = targetIndexVersion;
+        searchInitialState = new LSMBTreeCursorInitialState(insertLeafFrameFactory, cmp, bloomFilterCmp, lsmHarness,
+                null, searchCallback, null);
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+        componentsToBeReplicated.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    // Disk only index should never needs a modification callback
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        // Do nothing: this method should never be called for this class
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    // Used by indexes with global transaction
+    public int getTargetIndexVersion() {
+        return targetIndexVersion;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddy.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddy.java
new file mode 100644
index 0000000..fd60b6d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddy.java
@@ -0,0 +1,901 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.IOException;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeBulkLoader;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITwoPCIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ITwoPCIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.ExternalIndexHarness;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class ExternalBTreeWithBuddy extends AbstractLSMIndex implements ITreeIndex, ITwoPCIndex {
+
+    // For creating merge disk components
+    private final LSMBTreeWithBuddyDiskComponentFactory componentFactory;
+
+    private final LSMBTreeWithBuddyDiskComponentFactory bulkComponentFactory;
+
+    private final IBinaryComparatorFactory[] btreeCmpFactories;
+    private final IBinaryComparatorFactory[] buddyBtreeCmpFactories;
+    private final int[] buddyBTreeFields;
+
+    // Common for in-memory and on-disk components.
+    private final ITreeIndexFrameFactory btreeInteriorFrameFactory;
+    private final ITreeIndexFrameFactory btreeLeafFrameFactory;
+    private final ITreeIndexFrameFactory buddyBtreeLeafFrameFactory;
+
+    // A second disk component list that will be used when a transaction is
+    // committed and will be seen by subsequent accessors
+    private final List<ILSMComponent> secondDiskComponents;
+    private int version = -1;
+
+    public ExternalBTreeWithBuddy(ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ITreeIndexFrameFactory buddyBtreeLeafFrameFactory,
+            IBufferCache diskBufferCache, ILSMIndexFileManager fileManager,
+            TreeIndexFactory<BTree> bulkLoadBTreeFactory, TreeIndexFactory<BTree> copyBtreeFactory,
+            TreeIndexFactory<BTree> buddyBtreeFactory, BloomFilterFactory bloomFilterFactory,
+            IFileMapProvider diskFileMapProvider, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            IBinaryComparatorFactory[] btreeCmpFactories, IBinaryComparatorFactory[] buddyBtreeCmpFactories,
+            int[] buddyBTreeFields, int version, boolean durable) {
+        super(diskBufferCache, fileManager, diskFileMapProvider, bloomFilterFalsePositiveRate, mergePolicy, opTracker,
+                ioScheduler, ioOpCallback, durable);
+        this.btreeCmpFactories = btreeCmpFactories;
+        this.buddyBtreeCmpFactories = buddyBtreeCmpFactories;
+        this.buddyBTreeFields = buddyBTreeFields;
+        this.btreeInteriorFrameFactory = btreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.buddyBtreeLeafFrameFactory = buddyBtreeLeafFrameFactory;
+        this.componentFactory = new LSMBTreeWithBuddyDiskComponentFactory(copyBtreeFactory, buddyBtreeFactory,
+                bloomFilterFactory);
+        this.bulkComponentFactory = new LSMBTreeWithBuddyDiskComponentFactory(bulkLoadBTreeFactory, buddyBtreeFactory,
+                bloomFilterFactory);
+        this.secondDiskComponents = new LinkedList<ILSMComponent>();
+        this.version = version;
+    }
+
+    @Override
+    public void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        diskComponents.clear();
+        secondDiskComponents.clear();
+    }
+
+    @Override
+    public void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+
+        if (diskComponents.size() == 0 && secondDiskComponents.size() == 0) {
+            //First time activation
+            List<LSMComponentFileReferences> validFileReferences;
+            try {
+                validFileReferences = fileManager.cleanupAndGetValidFiles();
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+                LSMBTreeWithBuddyDiskComponent component;
+                try {
+                    component = createDiskComponent(componentFactory,
+                            lsmComonentFileReference.getInsertIndexFileReference(),
+                            lsmComonentFileReference.getDeleteIndexFileReference(),
+                            lsmComonentFileReference.getBloomFilterFileReference(), false);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                diskComponents.add(component);
+                secondDiskComponents.add(component);
+            }
+            ((ExternalIndexHarness) lsmHarness).indexFirstTimeActivated();
+        } else {
+            // This index has been opened before or is brand new with no
+            // components. It should also maintain the version pointer
+            for (ILSMComponent c : diskComponents) {
+                LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+                BTree btree = component.getBTree();
+                BTree buddyBtree = component.getBuddyBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                btree.activate();
+                buddyBtree.activate();
+                bloomFilter.activate();
+            }
+            for (ILSMComponent c : secondDiskComponents) {
+                // Only activate non shared components
+                if (!diskComponents.contains(c)) {
+                    LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+                    BTree btree = component.getBTree();
+                    BTree buddyBtree = component.getBuddyBTree();
+                    BloomFilter bloomFilter = component.getBloomFilter();
+                    btree.activate();
+                    buddyBtree.activate();
+                    bloomFilter.activate();
+                }
+            }
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        ((ExternalIndexHarness) lsmHarness).indexClear();
+
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+            component.getBTree().deactivate();
+            component.getBuddyBTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getBuddyBTree().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+            component.getBTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getBuddyBTree().deactivate();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getBuddyBTree().destroy();
+        }
+
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        version = -1;
+    }
+
+    @Override
+    public void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBuddyBTree().destroy();
+            component.getBloomFilter().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBuddyBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        fileManager.deleteDirs();
+        version = -1;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new LSMBTreeWithBuddyAccessor(lsmHarness, createOpContext(searchCallback, version));
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        throw new UnsupportedOperationException("Validation not implemented for LSM B-Trees with Buddy B-Tree.");
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        return 0;
+    }
+
+    // The subsume merged components is overridden to account for:
+    // Maintaining two versions of the index
+    @Override
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException {
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+        }
+
+        // Check if merge will affect the older list
+        if (olderList.containsAll(mergedComponents)) {
+            int swapIndex = olderList.indexOf(mergedComponents.get(0));
+            olderList.removeAll(mergedComponents);
+            olderList.add(swapIndex, newComponent);
+        }
+
+        // The new list will always have all the merged components
+        int swapIndex = newerList.indexOf(mergedComponents.get(0));
+        newerList.removeAll(mergedComponents);
+        newerList.add(swapIndex, newComponent);
+    }
+
+    // For initial load
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCBTreeWithBuddyBulkLoader(fillLevel, verifyInput, 0, checkIfEmptyIndex, false);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // For transaction bulk load <- could consolidate with the above method ->
+    @Override
+    public IIndexBulkLoader createTransactionBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCBTreeWithBuddyBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex,
+                    true);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("tuple modify not supported in LSM-Disk-Only-BTree");
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        ExternalBTreeWithBuddyOpContext ctx = (ExternalBTreeWithBuddyOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ictx.getComponentHolder();
+        ctx.searchInitialState.setOperationalComponents(operationalComponents);
+        cursor.open(ctx.searchInitialState, pred);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-BTree");
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-BTree");
+    }
+
+    protected LSMComponentFileReferences getMergeTargetFileName(List<ILSMComponent> mergingDiskComponents)
+            throws HyracksDataException {
+        BTree firstTree = ((LSMBTreeWithBuddyDiskComponent) mergingDiskComponents.get(0)).getBTree();
+        BTree lastTree = ((LSMBTreeWithBuddyDiskComponent) mergingDiskComponents.get(mergingDiskComponents.size() - 1))
+                .getBTree();
+        FileReference firstFile = firstTree.getFileReference();
+        FileReference lastFile = lastTree.getFileReference();
+        LSMComponentFileReferences fileRefs = fileManager.getRelMergeFileReference(firstFile.getFile().getName(),
+                lastFile.getFile().getName());
+        return fileRefs;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        ILSMIndexOperationContext bctx = createOpContext(NoOpOperationCallback.INSTANCE, 0);
+        bctx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        ITreeIndexCursor cursor = new LSMBTreeWithBuddySortedCursor(bctx, buddyBTreeFields);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMBTreeWithBuddyAccessor(lsmHarness, bctx);
+
+        // Since we have two lists of components, to tell whether we need to
+        // keep deleted tuples, we need to know
+        // which list to check against and we need to synchronize for this
+        boolean keepDeleteTuples = false;
+        if (version == 0) {
+            keepDeleteTuples = mergingComponents.get(mergingComponents.size() - 1) != diskComponents
+                    .get(diskComponents.size() - 1);
+        } else {
+            keepDeleteTuples = mergingComponents.get(mergingComponents.size() - 1) != secondDiskComponents
+                    .get(secondDiskComponents.size() - 1);
+        }
+
+        ioScheduler.scheduleOperation(new LSMBTreeWithBuddyMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getDeleteIndexFileReference(),
+                relMergeFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir(), keepDeleteTuples));
+    }
+
+    // This method creates the appropriate opContext for the targeted version
+    public ExternalBTreeWithBuddyOpContext createOpContext(ISearchOperationCallback searchCallback, int targetVersion) {
+        return new ExternalBTreeWithBuddyOpContext(btreeCmpFactories, buddyBtreeCmpFactories, searchCallback,
+                targetVersion, lsmHarness, btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                buddyBtreeLeafFrameFactory);
+    }
+
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMBTreeWithBuddyMergeOperation mergeOp = (LSMBTreeWithBuddyMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        ISearchPredicate btreeSearchPred = new RangePredicate(null, null, true, true, null, null);
+        ILSMIndexOperationContext opCtx = ((LSMBTreeWithBuddySortedCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        search(opCtx, cursor, btreeSearchPred);
+
+        LSMBTreeWithBuddyDiskComponent mergedComponent = createDiskComponent(componentFactory,
+                mergeOp.getBTreeMergeTarget(), mergeOp.getBuddyBTreeMergeTarget(), mergeOp.getBloomFilterMergeTarget(),
+                true);
+
+        // In case we must keep the deleted-keys BuddyBTrees, then they must be
+        // merged *before* merging the b-trees so that
+        // lsmHarness.endSearch() is called once when the b-trees have been
+        // merged.
+
+        if (mergeOp.isKeepDeletedTuples()) {
+            // Keep the deleted tuples since the oldest disk component is not
+            // included in the merge operation
+            LSMBuddyBTreeMergeCursor buddyBtreeCursor = new LSMBuddyBTreeMergeCursor(opCtx);
+            search(opCtx, buddyBtreeCursor, btreeSearchPred);
+
+            BTree buddyBtree = mergedComponent.getBuddyBTree();
+            IIndexBulkLoader buddyBtreeBulkLoader = buddyBtree.createBulkLoader(1.0f, true, 0L, false);
+
+            long numElements = 0L;
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                numElements += ((LSMBTreeWithBuddyDiskComponent) mergeOp.getMergingComponents().get(i)).getBloomFilter()
+                        .getNumElements();
+            }
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            IIndexBulkLoader builder = mergedComponent.getBloomFilter().createBuilder(numElements,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+            try {
+                while (buddyBtreeCursor.hasNext()) {
+                    buddyBtreeCursor.next();
+                    ITupleReference tuple = buddyBtreeCursor.getTuple();
+                    buddyBtreeBulkLoader.add(tuple);
+                    builder.add(tuple);
+                }
+            } finally {
+                buddyBtreeCursor.close();
+                builder.end();
+            }
+            buddyBtreeBulkLoader.end();
+        }
+
+        IIndexBulkLoader bulkLoader = mergedComponent.getBTree().createBulkLoader(1.0f, false, 0L, false);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        bulkLoader.end();
+        return mergedComponent;
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        List<ILSMComponent> immutableComponents;
+        // Identify current list in case of a merge
+        if (version == 0) {
+            immutableComponents = diskComponents;
+        } else {
+            immutableComponents = secondDiskComponents;
+        }
+
+        ExternalBTreeWithBuddyOpContext opCtx = (ExternalBTreeWithBuddyOpContext) ctx;
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case SEARCH:
+                if (opCtx.getTargetIndexVersion() == 0) {
+                    operationalComponents.addAll(diskComponents);
+                } else {
+                    operationalComponents.addAll(secondDiskComponents);
+                }
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            case FLUSH:
+                // Do nothing. this is left here even though the index never
+                // performs flushes because a flush is triggered by
+                // dataset lifecycle manager when closing an index. Having no
+                // components is a no operation
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) lsmComponent;
+        // Flush the bloom filter first.
+        markAsValidInternal(component.getBTree().getBufferCache(), component.getBloomFilter());
+        markAsValidInternal(component.getBTree());
+        markAsValidInternal(component.getBuddyBTree());
+    }
+
+    // This function is used when a new component is to be committed -- is
+    // called by the harness.
+    @Override
+    public void commitTransactionDiskComponent(ILSMComponent newComponent) throws HyracksDataException {
+
+        // determine which list is the new one and flip the pointer
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+            version = 1;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+            version = 0;
+        }
+        // Remove components from list
+        olderList.clear();
+        // Add components
+        olderList.addAll(newerList);
+        if (newComponent != null) {
+            // Add it to the list
+            olderList.add(0, newComponent);
+        }
+    }
+
+    @Override
+    public void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            cb.afterFinalize(LSMOperationType.FLUSH, null);
+        }
+        // Even though, we deactivate the index, we don't exit components or
+        // modify any of the lists to make sure they
+        // are there if the index was opened again
+
+        for (ILSMComponent c : diskComponents) {
+            LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+            BTree btree = component.getBTree();
+            BTree buddyBtree = component.getBuddyBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            btree.deactivateCloseHandle();
+            buddyBtree.deactivateCloseHandle();
+            bloomFilter.deactivate();
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            // Only deactivate non shared components
+            if (!diskComponents.contains(c)) {
+                LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) c;
+                BTree btree = component.getBTree();
+                BTree buddyBtree = component.getBuddyBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                btree.deactivateCloseHandle();
+                buddyBtree.deactivateCloseHandle();
+                bloomFilter.deactivate();
+            }
+        }
+        isActivated = false;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return btreeLeafFrameFactory;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        return btreeInteriorFrameFactory;
+    }
+
+    @Override
+    public IMetaDataPageManager getMetaManager() {
+        // This method should never be called for disk only indexes
+        return null;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return btreeCmpFactories.length;
+    }
+
+    @Override
+    public int getRootPageId() {
+        // This method should never be called for this index
+        return 0;
+    }
+
+    @Override
+    public int getFileId() {
+        // This method should never be called for this index
+        return 0;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return btreeCmpFactories;
+    }
+
+    private LSMBTreeWithBuddyDiskComponent createDiskComponent(ILSMComponentFactory factory,
+            FileReference insertFileRef, FileReference deleteFileRef, FileReference bloomFilterFileRef,
+            boolean createComponent) throws HyracksDataException, IndexException {
+        // Create new instance.
+        LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) factory.createLSMComponentInstance(
+                new LSMComponentFileReferences(insertFileRef, deleteFileRef, bloomFilterFileRef));
+        if (createComponent) {
+            component.getBloomFilter().create();
+        } else {
+            component.getBTree().activate();
+            component.getBuddyBTree().activate();
+        }
+        component.getBloomFilter().activate();
+        return component;
+    }
+
+    // even though the index doesn't support record level modification, the
+    // accessor will try to do it
+    // we could throw the exception here but we don't. it will eventually be
+    // thrown by the index itself
+    public class LSMBTreeWithBuddyAccessor extends LSMTreeIndexAccessor {
+        public LSMBTreeWithBuddyAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor(boolean exclusive) {
+            return new LSMBTreeWithBuddySearchCursor(ctx, buddyBTreeFields);
+        }
+
+        public MultiComparator getBTreeMultiComparator() {
+            ExternalBTreeWithBuddyOpContext concreteCtx = (ExternalBTreeWithBuddyOpContext) ctx;
+            return concreteCtx.getBTreeMultiComparator();
+        }
+
+        public MultiComparator getBodyBTreeMultiComparator() {
+            ExternalBTreeWithBuddyOpContext concreteCtx = (ExternalBTreeWithBuddyOpContext) ctx;
+            return concreteCtx.getBuddyBTreeMultiComparator();
+        }
+    }
+
+    // The bulk loader used for both initial loading and transaction
+    // modifications
+    public class LSMTwoPCBTreeWithBuddyBulkLoader implements IIndexBulkLoader, ITwoPCIndexBulkLoader {
+        private final ILSMComponent component;
+        private final BTreeBulkLoader btreeBulkLoader;
+        private final BTreeBulkLoader buddyBtreeBulkLoader;
+        private final IIndexBulkLoader builder;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        private boolean endedBloomFilterLoad = false;
+        private final boolean isTransaction;
+
+        public LSMTwoPCBTreeWithBuddyBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex, boolean isTransaction) throws TreeIndexException, HyracksDataException {
+            this.isTransaction = isTransaction;
+            // Create the appropriate target
+            if (isTransaction) {
+                try {
+                    component = createTransactionTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            } else {
+                if (checkIfEmptyIndex && !isEmptyIndex()) {
+                    throw new TreeIndexException("Cannot load an index that is not empty");
+                }
+                try {
+                    component = createBulkLoadTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            }
+
+            // Create the three loaders
+            btreeBulkLoader = (BTreeBulkLoader) ((LSMBTreeWithBuddyDiskComponent) component).getBTree()
+                    .createBulkLoader(fillFactor, verifyInput, numElementsHint, false, true);
+            buddyBtreeBulkLoader = (BTreeBulkLoader) ((LSMBTreeWithBuddyDiskComponent) component).getBuddyBTree()
+                    .createBulkLoader(fillFactor, verifyInput, numElementsHint, false, true);
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElementsHint);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            builder = ((LSMBTreeWithBuddyDiskComponent) component).getBloomFilter().createBuilder(numElementsHint,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                btreeBulkLoader.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        // This is made public in case of a failure, it is better to delete all
+        // created artifacts.
+        public void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                try {
+                    ((LSMBTreeWithBuddyDiskComponent) component).getBTree().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMBTreeWithBuddyDiskComponent) component).getBTree().destroy();
+                try {
+                    ((LSMBTreeWithBuddyDiskComponent) component).getBuddyBTree().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMBTreeWithBuddyDiskComponent) component).getBuddyBTree().destroy();
+                try {
+                    ((LSMBTreeWithBuddyDiskComponent) component).getBloomFilter().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMBTreeWithBuddyDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+                if (!endedBloomFilterLoad) {
+                    builder.end();
+                    endedBloomFilterLoad = true;
+                }
+                btreeBulkLoader.end();
+                buddyBtreeBulkLoader.end();
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else if (isTransaction) {
+                    // Since this is a transaction component, validate and
+                    // deactivate. it could later be added or deleted
+                    markAsValid(component);
+                    BTree btree = ((LSMBTreeWithBuddyDiskComponent) component).getBTree();
+                    BTree buddyBtree = ((LSMBTreeWithBuddyDiskComponent) component).getBuddyBTree();
+                    BloomFilter bloomFilter = ((LSMBTreeWithBuddyDiskComponent) component).getBloomFilter();
+                    btree.deactivate();
+                    buddyBtree.deactivate();
+                    bloomFilter.deactivate();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                buddyBtreeBulkLoader.add(tuple);
+                builder.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        @Override
+        public void abort() {
+            try {
+                cleanupArtifacts();
+            } catch (Exception e) {
+            }
+        }
+    }
+
+    protected ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(bulkComponentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    // This method is used to create a target for a bulk modify operation. This
+    // component must then eventually be either committed or deleted
+    private ILSMComponent createTransactionTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs;
+        try {
+            componentFileRefs = fileManager.getNewTransactionFileReference();
+        } catch (IOException e) {
+            throw new HyracksDataException("Failed to create transaction components", e);
+        }
+        return createDiskComponent(bulkComponentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(ISearchOperationCallback searchCallback, int targetIndexVersion)
+            throws HyracksDataException {
+        return new LSMBTreeWithBuddyAccessor(lsmHarness, createOpContext(searchCallback, targetIndexVersion));
+    }
+
+    // This function in an instance of this index is only used after a bulk load
+    // is successful
+    // it will therefore add the component to the first list and enter it.
+    @Override
+    public void addComponent(ILSMComponent c) throws HyracksDataException {
+        if (version == 0) {
+            diskComponents.add(0, c);
+        } else if (version == 1) {
+            secondDiskComponents.add(0, c);
+        }
+    }
+
+    @Override
+    public int getCurrentVersion() {
+        return version;
+    }
+
+    @Override
+    public List<ILSMComponent> getFirstComponentList() {
+        return diskComponents;
+    }
+
+    @Override
+    public List<ILSMComponent> getSecondComponentList() {
+        return secondDiskComponents;
+    }
+
+    @Override
+    public void commitTransaction() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefrences = fileManager.getTransactionFileReferenceForCommit();
+        LSMBTreeWithBuddyDiskComponent component = null;
+        if (componentFileRefrences != null) {
+            component = createDiskComponent(componentFactory, componentFileRefrences.getInsertIndexFileReference(),
+                    componentFileRefrences.getDeleteIndexFileReference(),
+                    componentFileRefrences.getBloomFilterFileReference(), false);
+        }
+        ((ExternalIndexHarness) lsmHarness).addTransactionComponents(component);
+    }
+
+    @Override
+    public void abortTransaction() throws TreeIndexException {
+        try {
+            fileManager.deleteTransactionFiles();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public void recoverTransaction() throws TreeIndexException {
+        try {
+            fileManager.recoverTransaction();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return false;
+    }
+
+    @Override
+    public boolean isPrimaryIndex() {
+        return false;
+    }
+
+    @Override
+    public Set<String> getLSMComponentPhysicalFiles(ILSMComponent lsmComponent) {
+        Set<String> files = new HashSet<String>();
+        LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) lsmComponent;
+        files.add(component.getBTree().getFileReference().getFile().getAbsolutePath());
+        files.add(component.getBuddyBTree().getFileReference().getFile().getAbsolutePath());
+        files.add(component.getBloomFilter().getFileReference().getFile().getAbsolutePath());
+        return files;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        if (!appendOnly) {
+            throw new IndexException("LSM Indices do not support in-place inserts");
+        } else {
+            return createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex);
+        }
+    }
+
+    @Override
+    public void allocateMemoryComponents() throws HyracksDataException {
+        //do nothing since external index never use memory components
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddyOpContext.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddyOpContext.java
new file mode 100644
index 0000000..a837301
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/ExternalBTreeWithBuddyOpContext.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class ExternalBTreeWithBuddyOpContext implements ILSMIndexOperationContext {
+    private IndexOperation op;
+    private MultiComparator bTreeCmp;
+    private MultiComparator buddyBTreeCmp;
+    public final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+    public final ISearchOperationCallback searchCallback;
+    private final int targetIndexVersion;
+    public ISearchPredicate searchPredicate;
+    public LSMBTreeWithBuddyCursorInitialState searchInitialState;
+
+    public ExternalBTreeWithBuddyOpContext(IBinaryComparatorFactory[] btreeCmpFactories,
+            IBinaryComparatorFactory[] buddyBtreeCmpFactories, ISearchOperationCallback searchCallback,
+            int targetIndexVersion, ILSMHarness lsmHarness, ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ITreeIndexFrameFactory buddyBtreeLeafFrameFactory) {
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.searchCallback = searchCallback;
+        this.targetIndexVersion = targetIndexVersion;
+        this.bTreeCmp = MultiComparator.create(btreeCmpFactories);
+        this.buddyBTreeCmp = MultiComparator.create(buddyBtreeCmpFactories);
+        searchInitialState = new LSMBTreeWithBuddyCursorInitialState(btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                buddyBtreeLeafFrameFactory, lsmHarness, MultiComparator.create(btreeCmpFactories),
+                MultiComparator.create(buddyBtreeCmpFactories), NoOpOperationCallback.INSTANCE, null);
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        // Do nothing. this should never be called for disk only indexes
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+        componentsToBeReplicated.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public MultiComparator getBTreeMultiComparator() {
+        return bTreeCmp;
+    }
+
+    public MultiComparator getBuddyBTreeMultiComparator() {
+        return buddyBTreeCmp;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    // This should never be needed for disk only indexes
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return null;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    public int getTargetIndexVersion() {
+        return targetIndexVersion;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTree.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
new file mode 100644
index 0000000..13c6949
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
@@ -0,0 +1,905 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeBulkLoader;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTree extends AbstractLSMIndex implements ITreeIndex {
+
+    // For creating BTree's used in flush and merge.
+    protected final LSMBTreeDiskComponentFactory componentFactory;
+    // For creating BTree's used in bulk load. Different from diskBTreeFactory
+    // because it should have a different tuple writer in it's leaf frames.
+    protected final LSMBTreeDiskComponentFactory bulkLoadComponentFactory;
+
+    // Common for in-memory and on-disk components.
+    protected final ITreeIndexFrameFactory insertLeafFrameFactory;
+    protected final ITreeIndexFrameFactory deleteLeafFrameFactory;
+    protected final IBinaryComparatorFactory[] cmpFactories;
+
+    private final boolean needKeyDupCheck;
+    private final int[] btreeFields;
+
+    public LSMBTree(List<IVirtualBufferCache> virtualBufferCaches, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory insertLeafFrameFactory, ITreeIndexFrameFactory deleteLeafFrameFactory,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<BTree> diskBTreeFactory,
+            TreeIndexFactory<BTree> bulkLoadBTreeFactory, BloomFilterFactory bloomFilterFactory,
+            ILSMComponentFilterFactory filterFactory, ILSMComponentFilterFrameFactory filterFrameFactory,
+            LSMComponentFilterManager filterManager, double bloomFilterFalsePositiveRate,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] cmpFactories,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, boolean needKeyDupCheck, int[] btreeFields, int[] filterFields,
+            boolean durable) {
+        super(virtualBufferCaches, diskBTreeFactory.getBufferCache(), fileManager, diskFileMapProvider,
+                bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback, filterFrameFactory,
+                filterManager, filterFields, durable);
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        int i = 0;
+        for (IVirtualBufferCache virtualBufferCache : virtualBufferCaches) {
+            LSMBTreeMemoryComponent mutableComponent = new LSMBTreeMemoryComponent(
+                    new BTree(virtualBufferCache, virtualBufferCache.getFileMapProvider(),
+                            new VirtualMetaDataPageManager(virtualBufferCache.getNumPages()), interiorFrameFactory,
+                            insertLeafFrameFactory, cmpFactories, fieldCount,
+                            new FileReference(new File(fileManager.getBaseDir() + "_virtual_" + i))),
+                    virtualBufferCache, i == 0 ? true : false,
+                    filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+            memoryComponents.add(mutableComponent);
+            ++i;
+        }
+        componentFactory = new LSMBTreeDiskComponentFactory(diskBTreeFactory, bloomFilterFactory, filterFactory);
+        bulkLoadComponentFactory = new LSMBTreeDiskComponentFactory(bulkLoadBTreeFactory, bloomFilterFactory,
+                filterFactory);
+        this.needKeyDupCheck = needKeyDupCheck;
+        this.btreeFields = btreeFields;
+    }
+
+    // Without memory components
+    public LSMBTree(ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, ILSMIndexFileManager fileManager,
+            TreeIndexFactory<BTree> diskBTreeFactory, TreeIndexFactory<BTree> bulkLoadBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, double bloomFilterFalsePositiveRate,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] cmpFactories,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, boolean needKeyDupCheck, boolean durable) {
+        super(diskBTreeFactory.getBufferCache(), fileManager, diskFileMapProvider, bloomFilterFalsePositiveRate,
+                mergePolicy, opTracker, ioScheduler, ioOpCallback, durable);
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        componentFactory = new LSMBTreeDiskComponentFactory(diskBTreeFactory, bloomFilterFactory, null);
+        bulkLoadComponentFactory = new LSMBTreeDiskComponentFactory(bulkLoadBTreeFactory, bloomFilterFactory, null);
+        this.needKeyDupCheck = needKeyDupCheck;
+        this.btreeFields = null;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        diskComponents.clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+        List<ILSMComponent> immutableComponents = diskComponents;
+        immutableComponents.clear();
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMBTreeDiskComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(),
+                        lsmComonentFileReference.getBloomFilterFileReference(), false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            ILSMIndexAccessor accessor = createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(cb);
+            try {
+                cb.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            btree.deactivateCloseHandle();
+            bloomFilter.deactivate();
+        }
+        deallocateMemoryComponents();
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        for (ILSMComponent c : memoryComponents) {
+            LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+            mutableComponent.getBTree().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+
+        clearMemoryComponents();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        List<ILSMComponent> immutableComponents = diskComponents;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        int cmc = currentMutableComponentId.get();
+        ctx.setCurrentMutableComponentId(cmc);
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case UPDATE:
+            case PHYSICALDELETE:
+            case FLUSH:
+            case DELETE:
+                operationalComponents.add(memoryComponents.get(cmc));
+                break;
+            case INSERT:
+            case UPSERT:
+                addOperationalMutableComponents(operationalComponents);
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case SEARCH:
+                if (memoryComponentsAllocated) {
+                    addOperationalMutableComponents(operationalComponents);
+                }
+                if (filterManager != null) {
+                    for (ILSMComponent c : immutableComponents) {
+                        if (c.getLSMComponentFilter().satisfy(
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMinFilterTuple(),
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMaxFilterTuple(),
+                                ((LSMBTreeOpContext) ctx).filterCmp)) {
+                            operationalComponents.add(c);
+                        }
+                    }
+                } else {
+                    operationalComponents.addAll(immutableComponents);
+                }
+
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMBTreeOpContext ctx = (LSMBTreeOpContext) ictx;
+
+        ITupleReference indexTuple;
+        if (ctx.indexTuple != null) {
+            ctx.indexTuple.reset(tuple);
+            indexTuple = ctx.indexTuple;
+        } else {
+            indexTuple = tuple;
+        }
+
+        switch (ctx.getOperation()) {
+            case PHYSICALDELETE:
+                ctx.currentMutableBTreeAccessor.delete(indexTuple);
+                break;
+            case INSERT:
+                insert(indexTuple, ctx);
+                break;
+            default:
+                ctx.currentMutableBTreeAccessor.upsert(indexTuple);
+                break;
+        }
+        if (ctx.filterTuple != null) {
+            ctx.filterTuple.reset(tuple);
+            memoryComponents.get(currentMutableComponentId.get()).getLSMComponentFilter().update(ctx.filterTuple,
+                    ctx.filterCmp);
+        }
+    }
+
+    private boolean insert(ITupleReference tuple, LSMBTreeOpContext ctx) throws HyracksDataException, IndexException {
+        LSMBTreePointSearchCursor searchCursor = ctx.insertSearchCursor;
+        IIndexCursor memCursor = ctx.memCursor;
+        RangePredicate predicate = (RangePredicate) ctx.getSearchPredicate();
+        predicate.setHighKey(tuple);
+        predicate.setLowKey(tuple);
+        if (needKeyDupCheck) {
+            // first check the inmemory component
+            ctx.currentMutableBTreeAccessor.search(memCursor, predicate);
+            try {
+                if (memCursor.hasNext()) {
+                    memCursor.next();
+                    LSMBTreeTupleReference lsmbtreeTuple = (LSMBTreeTupleReference) memCursor.getTuple();
+                    if (!lsmbtreeTuple.isAntimatter()) {
+                        throw new TreeIndexDuplicateKeyException("Failed to insert key since key already exists.");
+                    } else {
+                        memCursor.close();
+                        ctx.currentMutableBTreeAccessor.upsertIfConditionElseInsert(tuple,
+                                AntimatterAwareTupleAcceptor.INSTANCE);
+                        return true;
+                    }
+                }
+            } finally {
+                memCursor.close();
+            }
+
+            // TODO: Can we just remove the above code that search the mutable
+            // component and do it together with the search call below? i.e. instead
+            // of passing false to the lsmHarness.search(), we pass true to include
+            // the mutable component?
+            // the key was not in the inmemory component, so check the disk
+            // components
+
+            // This is a hack to avoid searching the current active mutable component twice. It is critical to add it back once the search is over.
+            ILSMComponent firstComponent = ctx.getComponentHolder().remove(0);
+            search(ctx, searchCursor, predicate);
+            try {
+                if (searchCursor.hasNext()) {
+                    throw new TreeIndexDuplicateKeyException("Failed to insert key since key already exists.");
+                }
+            } finally {
+                searchCursor.close();
+                // Add the current active mutable component back
+                ctx.getComponentHolder().add(0, firstComponent);
+            }
+        }
+        ctx.currentMutableBTreeAccessor.upsertIfConditionElseInsert(tuple, AntimatterAwareTupleAcceptor.INSTANCE);
+        return true;
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMBTreeOpContext ctx = (LSMBTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        ctx.searchInitialState.reset(pred, operationalComponents);
+        cursor.open(ctx.searchInitialState, pred);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        LSMBTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        assert ctx.getComponentHolder().size() == 1;
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ILSMIndexAccessorInternal flushAccessor = new LSMBTreeAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMBTreeFlushOperation(flushAccessor, flushingComponent,
+                componentFileRefs.getInsertIndexFileReference(), componentFileRefs.getBloomFilterFileReference(),
+                callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMBTreeFlushOperation flushOp = (LSMBTreeFlushOperation) operation;
+        LSMBTreeMemoryComponent flushingComponent = (LSMBTreeMemoryComponent) flushOp.getFlushingComponent();
+        IIndexAccessor accessor = flushingComponent.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor countingCursor = ((BTreeAccessor) accessor).createCountingSearchCursor();
+        accessor.search(countingCursor, nullPred);
+        long numElements = 0L;
+        try {
+            while (countingCursor.hasNext()) {
+                countingCursor.next();
+                ITupleReference countTuple = countingCursor.getTuple();
+                numElements = IntegerPointable.getInteger(countTuple.getFieldData(0), countTuple.getFieldStart(0));
+            }
+        } finally {
+            countingCursor.close();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                bloomFilterFalsePositiveRate);
+
+        LSMBTreeDiskComponent component = createDiskComponent(componentFactory, flushOp.getBTreeFlushTarget(),
+                flushOp.getBloomFilterFlushTarget(), true);
+        IIndexBulkLoader bulkLoader = component.getBTree().createBulkLoader(1.0f, false, numElements, false, true);
+        IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numElements, bloomFilterSpec.getNumHashes(),
+                bloomFilterSpec.getNumBucketsPerElements());
+
+        IIndexCursor scanCursor = accessor.createSearchCursor(false);
+        accessor.search(scanCursor, nullPred);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                builder.add(scanCursor.getTuple());
+                bulkLoader.add(scanCursor.getTuple());
+            }
+        } finally {
+            scanCursor.close();
+            builder.end();
+        }
+
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMinTuple());
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMaxTuple());
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(), component.getBTree());
+        }
+
+        bulkLoader.end();
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMBTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        opCtx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        boolean returnDeletedTuples = false;
+        if (ctx.getComponentHolder().get(ctx.getComponentHolder().size() - 1) != diskComponents
+                .get(diskComponents.size() - 1)) {
+            returnDeletedTuples = true;
+        }
+        ITreeIndexCursor cursor = new LSMBTreeRangeSearchCursor(opCtx, returnDeletedTuples);
+        BTree firstBTree = ((LSMBTreeDiskComponent) mergingComponents.get(0)).getBTree();
+        BTree lastBTree = ((LSMBTreeDiskComponent) mergingComponents.get(mergingComponents.size() - 1)).getBTree();
+        FileReference firstFile = firstBTree.getFileReference();
+        FileReference lastFile = lastBTree.getFileReference();
+        LSMComponentFileReferences relMergeFileRefs = fileManager
+                .getRelMergeFileReference(firstFile.getFile().getName(), lastFile.getFile().getName());
+        ILSMIndexAccessorInternal accessor = new LSMBTreeAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMBTreeMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getBloomFilterFileReference(),
+                callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMBTreeMergeOperation mergeOp = (LSMBTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, null, null);
+        ILSMIndexOperationContext opCtx = ((LSMIndexSearchCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        search(opCtx, cursor, rangePred);
+        List<ILSMComponent> mergedComponents = mergeOp.getMergingComponents();
+
+        long numElements = 0L;
+        for (int i = 0; i < mergedComponents.size(); ++i) {
+            numElements += ((LSMBTreeDiskComponent) mergedComponents.get(i)).getBloomFilter().getNumElements();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                bloomFilterFalsePositiveRate);
+        LSMBTreeDiskComponent mergedComponent = createDiskComponent(componentFactory, mergeOp.getBTreeMergeTarget(),
+                mergeOp.getBloomFilterMergeTarget(), true);
+
+        IIndexBulkLoader bulkLoader = mergedComponent.getBTree().createBulkLoader(1.0f, false, numElements, false,
+                true);
+        IIndexBulkLoader builder = mergedComponent.getBloomFilter().createBuilder(numElements,
+                bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                builder.add(frameTuple);
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+            builder.end();
+        }
+        if (mergedComponent.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMinTuple());
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMaxTuple());
+            }
+            filterManager.updateFilterInfo(mergedComponent.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(mergedComponent.getLSMComponentFilter(), mergedComponent.getBTree());
+        }
+
+        bulkLoader.end();
+
+        return mergedComponent;
+    }
+
+    protected LSMBTreeDiskComponent createDiskComponent(LSMBTreeDiskComponentFactory factory,
+            FileReference btreeFileRef, FileReference bloomFilterFileRef, boolean createComponent)
+                    throws HyracksDataException, IndexException {
+        // Create new BTree instance.
+        LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) factory
+                .createLSMComponentInstance(new LSMComponentFileReferences(btreeFileRef, null, bloomFilterFileRef));
+        // BTree will be closed during cleanup of merge().
+        if (!createComponent) {
+            component.getBTree().activate();
+        }
+        component.getBloomFilter().activate();
+        if (component.getLSMComponentFilter() != null && !createComponent) {
+            filterManager.readFilterInfo(component.getLSMComponentFilter(), component.getBTree());
+        }
+        return component;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMBTreeBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    protected ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(bulkLoadComponentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        // The order of forcing the dirty page to be flushed is critical. The
+        // bloom filter must be always done first.
+        LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) lsmComponent;
+        markAsValidInternal(component.getBTree().getBufferCache(), component.getBloomFilter());
+        markAsValidInternal(component.getBTree());
+    }
+
+    public class LSMBTreeBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final BTreeBulkLoader bulkLoader;
+        private final IIndexBulkLoader builder;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        private boolean endedBloomFilterLoad = false;
+        public final PermutingTupleReference indexTuple;
+        public final PermutingTupleReference filterTuple;
+        public final MultiComparator filterCmp;
+
+        public LSMBTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex) throws TreeIndexException, HyracksDataException {
+            if (checkIfEmptyIndex && !isEmptyIndex()) {
+                throw new TreeIndexException("Cannot load an index that is not empty");
+            }
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException | IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = (BTreeBulkLoader) ((LSMBTreeDiskComponent) component).getBTree().createBulkLoader(fillFactor,
+                    verifyInput, numElementsHint, false, true);
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElementsHint);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            builder = ((LSMBTreeDiskComponent) component).getBloomFilter().createBuilder(numElementsHint,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+            if (filterFields != null) {
+                indexTuple = new PermutingTupleReference(btreeFields);
+                filterCmp = MultiComparator.create(component.getLSMComponentFilter().getFilterCmpFactories());
+                filterTuple = new PermutingTupleReference(filterFields);
+            } else {
+                indexTuple = null;
+                filterCmp = null;
+                filterTuple = null;
+            }
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                ITupleReference t;
+                if (indexTuple != null) {
+                    indexTuple.reset(tuple);
+                    t = indexTuple;
+                } else {
+                    t = tuple;
+                }
+
+                bulkLoader.add(t);
+                builder.add(t);
+
+                if (filterTuple != null) {
+                    filterTuple.reset(tuple);
+                    component.getLSMComponentFilter().update(filterTuple, filterCmp);
+                }
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        protected void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                if (!endedBloomFilterLoad) {
+                    builder.abort();
+                    endedBloomFilterLoad = true;
+                }
+                ((LSMBTreeDiskComponent) component).getBTree().deactivate();
+                ((LSMBTreeDiskComponent) component).getBTree().destroy();
+                ((LSMBTreeDiskComponent) component).getBloomFilter().deactivate();
+                ((LSMBTreeDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+                if (!endedBloomFilterLoad) {
+                    builder.end();
+                    endedBloomFilterLoad = true;
+                }
+
+                if (component.getLSMComponentFilter() != null) {
+                    filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                            ((LSMBTreeDiskComponent) component).getBTree());
+                }
+
+                bulkLoader.end();
+
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            if (bulkLoader != null) {
+                bulkLoader.abort();
+            }
+
+            if (builder != null) {
+                builder.abort();
+            }
+
+        }
+    }
+
+    public LSMBTreeOpContext createOpContext(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMBTreeOpContext(memoryComponents, insertLeafFrameFactory, deleteLeafFrameFactory,
+                modificationCallback, searchCallback, componentFactory.getBloomFilterKeyFields().length, btreeFields,
+                filterFields, lsmHarness);
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMBTreeAccessor(lsmHarness, createOpContext(modificationCallback, searchCallback));
+    }
+
+    public class LSMBTreeAccessor extends LSMTreeIndexAccessor {
+        public LSMBTreeAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public IIndexCursor createSearchCursor(boolean exclusive) {
+            return new LSMBTreeSearchCursor(ctx);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMBTreeOpContext concreteCtx = (LSMBTreeOpContext) ctx;
+            return concreteCtx.cmp;
+        }
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskBufferCache;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return cmpFactories;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getInteriorFrameFactory();
+    }
+
+    @Override
+    public int getFieldCount() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getFieldCount();
+    }
+
+    @Override
+    public int getFileId() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getFileId();
+    }
+
+    @Override
+    public IMetaDataPageManager getMetaManager() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getMetaManager();
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getLeafFrameFactory();
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        long size = 0;
+        for (ILSMComponent c : memoryComponents) {
+            LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+            IBufferCache virtualBufferCache = mutableComponent.getBTree().getBufferCache();
+            size += virtualBufferCache.getNumPages() * virtualBufferCache.getPageSize();
+        }
+        return size;
+    }
+
+    @Override
+    public int getRootPageId() {
+        LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getBTree().getRootPageId();
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        validateMemoryComponents();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            BTree btree = ((LSMBTreeDiskComponent) c).getBTree();
+            btree.validate();
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "LSMBTree [" + fileManager.getBaseDir() + "]";
+    }
+
+    @Override
+    public boolean isPrimaryIndex() {
+        return needKeyDupCheck;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        try {
+            return new LSMBTreeBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public Set<String> getLSMComponentPhysicalFiles(ILSMComponent lsmComponent) {
+        Set<String> files = new HashSet<String>();
+        LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) lsmComponent;
+        files.add(component.getBTree().getFileReference().getFile().getAbsolutePath());
+        files.add(component.getBloomFilter().getFileReference().getFile().getAbsolutePath());
+        return files;
+    }
+
+    @Override
+    public synchronized void allocateMemoryComponents() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to allocate memory components since the index is not active");
+        }
+        if (memoryComponentsAllocated) {
+            return;
+        }
+        for (ILSMComponent c : memoryComponents) {
+            LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+            ((IVirtualBufferCache) mutableComponent.getBTree().getBufferCache()).open();
+            mutableComponent.getBTree().create();
+            mutableComponent.getBTree().activate();
+        }
+        memoryComponentsAllocated = true;
+    }
+
+    private void addOperationalMutableComponents(List<ILSMComponent> operationalComponents) {
+        int cmc = currentMutableComponentId.get();
+        int numMutableComponents = memoryComponents.size();
+        for (int i = 0; i < numMutableComponents - 1; i++) {
+            ILSMComponent c = memoryComponents.get((cmc + i + 1) % numMutableComponents);
+            LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+            if (mutableComponent.isReadable()) {
+                // Make sure newest components are added first
+                operationalComponents.add(0, mutableComponent);
+            }
+        }
+        // The current mutable component is always added
+        operationalComponents.add(0, memoryComponents.get(cmc));
+    }
+
+    private synchronized void clearMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+                mutableComponent.getBTree().clear();
+                mutableComponent.reset();
+            }
+        }
+    }
+
+    private synchronized void validateMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+                mutableComponent.getBTree().validate();
+            }
+        }
+    }
+
+    private synchronized void deallocateMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) c;
+                mutableComponent.getBTree().deactivate();
+                mutableComponent.getBTree().destroy();
+                ((IVirtualBufferCache) mutableComponent.getBTree().getBufferCache()).close();
+            }
+            memoryComponentsAllocated = false;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java
new file mode 100644
index 0000000..15dc5a4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeCursorInitialState.java
@@ -0,0 +1,111 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreeCursorInitialState implements ICursorInitialState {
+
+    private final ITreeIndexFrameFactory leafFrameFactory;
+    private MultiComparator cmp;
+    private final MultiComparator bloomFilterCmp;
+    private final ILSMHarness lsmHarness;
+
+    private ISearchPredicate predicate;
+    private ISearchOperationCallback searchCallback;
+
+    private List<ILSMComponent> operationalComponents;
+
+    public LSMBTreeCursorInitialState(ITreeIndexFrameFactory leafFrameFactory, MultiComparator cmp,
+            MultiComparator bloomFilterCmp, ILSMHarness lsmHarness, ISearchPredicate predicate,
+            ISearchOperationCallback searchCallback, List<ILSMComponent> operationalComponents) {
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmp = cmp;
+        this.bloomFilterCmp = bloomFilterCmp;
+        this.lsmHarness = lsmHarness;
+        this.searchCallback = searchCallback;
+        this.predicate = predicate;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        return leafFrameFactory;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ISearchPredicate getSearchPredicate() {
+        return predicate;
+    }
+
+    public MultiComparator getBloomFilterComparator() {
+        return bloomFilterCmp;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return cmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.cmp = originalCmp;
+    }
+
+    // make the cursor initial state re-usable
+    public void reset(ISearchPredicate predicate, List<ILSMComponent> operationalComponents) {
+        this.predicate = predicate;
+        this.operationalComponents = operationalComponents;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponent.java
new file mode 100644
index 0000000..f553368
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponent.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractDiskLSMComponent;
+
+public class LSMBTreeDiskComponent extends AbstractDiskLSMComponent {
+    private final BTree btree;
+    private final BloomFilter bloomFilter;
+
+    public LSMBTreeDiskComponent(BTree btree, BloomFilter bloomFilter, ILSMComponentFilter filter) {
+        super(filter);
+        this.btree = btree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        btree.deactivate();
+        btree.destroy();
+        bloomFilter.deactivate();
+        bloomFilter.destroy();
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+
+    @Override
+    public long getComponentSize() {
+        return btree.getFileReference().getFile().length() + bloomFilter.getFileReference().getFile().length();
+    }
+
+    @Override
+    public int getFileReferenceCount() {
+        return btree.getBufferCache().getFileReferenceCount(btree.getFileId());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponentFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponentFactory.java
new file mode 100644
index 0000000..7d33a79
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeDiskComponentFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMBTreeDiskComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+    private final ILSMComponentFilterFactory filterFactory;
+
+    public LSMBTreeDiskComponentFactory(TreeIndexFactory<BTree> btreeFactory, BloomFilterFactory bloomFilterFactory,
+            ILSMComponentFilterFactory filterFactory) {
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+        this.filterFactory = filterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMBTreeDiskComponent(btreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()),
+                filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return btreeFactory.getBufferCache();
+    }
+
+    public int[] getBloomFilterKeyFields() {
+        return bloomFilterFactory.getBloomFilterKeyFields();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java
new file mode 100644
index 0000000..2be4e4a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFileManager.java
@@ -0,0 +1,225 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTreeFileManager extends AbstractLSMIndexFileManager {
+    public static final String BTREE_STRING = "b";
+
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
+
+    public LSMBTreeFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> btreeFactory) {
+        super(fileMapProvider, file, null);
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        String ts = getCurrentTimestamp();
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), null,
+                createFlushFile(baseName + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + BTREE_STRING), null,
+                createMergeFile(baseName + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    private static FilenameFilter btreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BTREE_STRING);
+        }
+    };
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // create transaction filter <to hide transaction files>
+        FilenameFilter transactionFilter = getTransactionFileFilter(false);
+
+        // Gather files
+
+        // List of valid BTree files.
+        cleanupAndGetValidFilesInternal(getCompoundFilter(transactionFilter, btreeFilter), btreeFactory, allBTreeFiles);
+        HashSet<String> btreeFilesSet = new HashSet<String>();
+        for (ComparableFileName cmpFileName : allBTreeFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            btreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+        }
+        validateFiles(btreeFilesSet, allBloomFilterFiles, getCompoundFilter(transactionFilter, bloomFilterFilter), null);
+
+        // Sanity check.
+        if (allBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid BTree and bloom filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allBTreeFiles.isEmpty() || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allBTreeFiles.size() == 1 && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allBTreeFiles.get(0).fileRef, null, allBloomFilterFiles
+                    .get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBTree = allBTreeFiles.get(0);
+        validComparableBTreeFiles.add(lastBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allBTreeFiles.size(); i++) {
+            ComparableFileName currentBTree = allBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentBTree.interval[0].compareTo(lastBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableBTreeFiles.add(currentBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastBTree = currentBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentBTree.interval[0].compareTo(lastBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> btreeFileIter = validComparableBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (btreeFileIter.hasNext() && bloomFilterFileIter.hasNext()) {
+            ComparableFileName cmpBTreeFileName = btreeFileIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpBTreeFileName.fileRef, null,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public LSMComponentFileReferences getNewTransactionFileReference() throws IOException {
+        String ts = getCurrentTimestamp();
+        // Create transaction lock file
+        Files.createFile(Paths.get(baseDir + TRANSACTION_PREFIX + ts));
+
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a transaction
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), null,
+                createFlushFile(baseName + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getTransactionFileReferenceForCommit() throws HyracksDataException {
+        FilenameFilter transactionFilter;
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        if (files.length == 0) {
+            return null;
+        }
+        if (files.length != 1) {
+            throw new HyracksDataException("More than one transaction lock found:" + files.length);
+        } else {
+            transactionFilter = getTransactionFileFilter(true);
+            String txnFileName = dir.getPath() + File.separator + files[0];
+            // get the actual transaction files
+            files = dir.list(transactionFilter);
+            if (files.length < 2) {
+                throw new HyracksDataException("LSM Btree transaction has less than 2 files :" + files.length);
+            }
+            try {
+                Files.delete(Paths.get(txnFileName));
+            } catch (IOException e) {
+                throw new HyracksDataException("Failed to delete transaction lock :" + txnFileName);
+            }
+        }
+        File bTreeFile = null;
+        File bloomFilterFile = null;
+
+        for (String fileName : files) {
+            if (fileName.endsWith(BTREE_STRING)) {
+                bTreeFile = new File(dir.getPath() + File.separator + fileName);
+            } else if (fileName.endsWith(BLOOM_FILTER_STRING)) {
+                bloomFilterFile = new File(dir.getPath() + File.separator + fileName);
+            } else {
+                throw new HyracksDataException("unrecognized file found = " + fileName);
+            }
+        }
+        FileReference bTreeFileRef = new FileReference(bTreeFile);
+        FileReference bloomFilterFileRef = new FileReference(bloomFilterFile);
+
+        return new LSMComponentFileReferences(bTreeFileRef, null, bloomFilterFileRef);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java
new file mode 100644
index 0000000..c56293f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeFlushOperation.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMBTreeFlushOperation implements ILSMIOOperation, Comparable<LSMBTreeFlushOperation> {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final ILSMComponent flushingComponent;
+    private final FileReference btreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+
+    public LSMBTreeFlushOperation(ILSMIndexAccessorInternal accessor, ILSMComponent flushingComponent,
+            FileReference btreeFlushTarget, FileReference bloomFilterFlushTarget, ILSMIOOperationCallback callback,
+            String indexIdentifier) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.btreeFlushTarget = btreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(btreeFlushTarget.getDeviceHandle());
+        devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getBTreeFlushTarget() {
+        return btreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public ILSMIndexAccessorInternal getAccessor() {
+        return accessor;
+    }
+
+    public ILSMComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.FLUSH;
+    }
+
+    @Override
+    public int compareTo(LSMBTreeFlushOperation o) {
+        return btreeFlushTarget.getFile().getName().compareTo(o.getBTreeFlushTarget().getFile().getName());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMemoryComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMemoryComponent.java
new file mode 100644
index 0000000..dbf47a1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMemoryComponent.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractMemoryLSMComponent;
+
+public class LSMBTreeMemoryComponent extends AbstractMemoryLSMComponent {
+
+    private final BTree btree;
+
+    public LSMBTreeMemoryComponent(BTree btree, IVirtualBufferCache vbc, boolean isActive, ILSMComponentFilter filter) {
+        super(vbc, isActive, filter);
+        this.btree = btree;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        super.reset();
+        btree.deactivate();
+        btree.destroy();
+        btree.create();
+        btree.activate();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java
new file mode 100644
index 0000000..f69a77f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeMergeOperation.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMBTreeMergeOperation implements ILSMIOOperation {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final ITreeIndexCursor cursor;
+    private final FileReference btreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+
+    public LSMBTreeMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            ITreeIndexCursor cursor, FileReference btreeMergeTarget, FileReference bloomFilterMergeTarget,
+            ILSMIOOperationCallback callback, String indexIdentifier) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.btreeMergeTarget = btreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (ILSMComponent o : mergingComponents) {
+            LSMBTreeDiskComponent component = (LSMBTreeDiskComponent) o;
+            devs.add(component.getBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(btreeMergeTarget.getDeviceHandle());
+        devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getBTreeMergeTarget() {
+        return btreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public ITreeIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.MERGE;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java
new file mode 100644
index 0000000..e833283
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeOpContext.java
@@ -0,0 +1,218 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public final class LSMBTreeOpContext implements ILSMIndexOperationContext {
+
+    public ITreeIndexFrameFactory insertLeafFrameFactory;
+    public ITreeIndexFrameFactory deleteLeafFrameFactory;
+    public IBTreeLeafFrame insertLeafFrame;
+    public IBTreeLeafFrame deleteLeafFrame;
+    public final BTree[] mutableBTrees;
+    public BTree.BTreeAccessor[] mutableBTreeAccessors;
+    public BTreeOpContext[] mutableBTreeOpCtxs;
+    public BTree.BTreeAccessor currentMutableBTreeAccessor;
+    public BTreeOpContext currentMutableBTreeOpCtx;
+    public IndexOperation op;
+    public final MultiComparator cmp;
+    public final MultiComparator bloomFilterCmp;
+    public IModificationOperationCallback modificationCallback;
+    public ISearchOperationCallback searchCallback;
+    private final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+    public final PermutingTupleReference indexTuple;
+    public final MultiComparator filterCmp;
+    public final PermutingTupleReference filterTuple;
+    public ISearchPredicate searchPredicate;
+    public BTreeRangeSearchCursor memCursor;
+    public LSMBTreeCursorInitialState searchInitialState;
+    public LSMBTreePointSearchCursor insertSearchCursor;
+
+    public LSMBTreeOpContext(List<ILSMComponent> mutableComponents, ITreeIndexFrameFactory insertLeafFrameFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback, int numBloomFilterKeyFields, int[] btreeFields, int[] filterFields,
+            ILSMHarness lsmHarness) {
+        LSMBTreeMemoryComponent c = (LSMBTreeMemoryComponent) mutableComponents.get(0);
+        IBinaryComparatorFactory cmpFactories[] = c.getBTree().getComparatorFactories();
+        if (cmpFactories[0] != null) {
+            this.cmp = MultiComparator.create(c.getBTree().getComparatorFactories());
+        } else {
+            this.cmp = null;
+        }
+
+        bloomFilterCmp = MultiComparator.create(c.getBTree().getComparatorFactories(), 0, numBloomFilterKeyFields);
+
+        mutableBTrees = new BTree[mutableComponents.size()];
+        mutableBTreeAccessors = new BTree.BTreeAccessor[mutableComponents.size()];
+        mutableBTreeOpCtxs = new BTreeOpContext[mutableComponents.size()];
+        for (int i = 0; i < mutableComponents.size(); i++) {
+            LSMBTreeMemoryComponent mutableComponent = (LSMBTreeMemoryComponent) mutableComponents.get(i);
+            mutableBTrees[i] = mutableComponent.getBTree();
+            mutableBTreeAccessors[i] = (BTree.BTreeAccessor) mutableBTrees[i].createAccessor(modificationCallback,
+                    NoOpOperationCallback.INSTANCE);
+            mutableBTreeOpCtxs[i] = mutableBTreeAccessors[i].getOpContext();
+        }
+
+        this.insertLeafFrameFactory = insertLeafFrameFactory;
+        this.deleteLeafFrameFactory = deleteLeafFrameFactory;
+        this.insertLeafFrame = (IBTreeLeafFrame) insertLeafFrameFactory.createFrame();
+        this.deleteLeafFrame = (IBTreeLeafFrame) deleteLeafFrameFactory.createFrame();
+        if (insertLeafFrame != null && this.cmp != null) {
+            insertLeafFrame.setMultiComparator(cmp);
+        }
+        if (deleteLeafFrame != null && this.cmp != null) {
+            deleteLeafFrame.setMultiComparator(cmp);
+        }
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+
+        if (filterFields != null) {
+            indexTuple = new PermutingTupleReference(btreeFields);
+            filterCmp = MultiComparator.create(c.getLSMComponentFilter().getFilterCmpFactories());
+            filterTuple = new PermutingTupleReference(filterFields);
+        } else {
+            indexTuple = null;
+            filterCmp = null;
+            filterTuple = null;
+        }
+        searchPredicate = new RangePredicate(null, null, true, true, cmp, cmp);
+        if (insertLeafFrame != null) {
+            memCursor = new BTreeRangeSearchCursor(insertLeafFrame, false);
+        }
+
+        searchInitialState = new LSMBTreeCursorInitialState(insertLeafFrameFactory, cmp, bloomFilterCmp, lsmHarness,
+                null, searchCallback, null);
+        insertSearchCursor = new LSMBTreePointSearchCursor(this);
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+    }
+
+    public void setInsertMode() {
+        currentMutableBTreeOpCtx.leafFrame = insertLeafFrame;
+        currentMutableBTreeOpCtx.leafFrameFactory = insertLeafFrameFactory;
+    }
+
+    public void setDeleteMode() {
+        currentMutableBTreeOpCtx.leafFrame = deleteLeafFrame;
+        currentMutableBTreeOpCtx.leafFrameFactory = deleteLeafFrameFactory;
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+        componentsToBeReplicated.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        currentMutableBTreeAccessor = mutableBTreeAccessors[currentMutableComponentId];
+        currentMutableBTreeOpCtx = mutableBTreeOpCtxs[currentMutableComponentId];
+        switch (op) {
+            case SEARCH:
+                break;
+            case DISKORDERSCAN:
+            case UPDATE:
+                // Attention: It is important to leave the leafFrame and
+                // leafFrameFactory of the mutableBTree as is when doing an update.
+                // Update will only be set if a previous attempt to delete or
+                // insert failed, so we must preserve the semantics of the
+                // previously requested operation.
+                break;
+            case UPSERT:
+            case INSERT:
+                setInsertMode();
+                break;
+            case PHYSICALDELETE:
+            case DELETE:
+                setDeleteMode();
+                break;
+        }
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java
new file mode 100644
index 0000000..2fb96c3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreePointSearchCursor.java
@@ -0,0 +1,252 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreePointSearchCursor implements ITreeIndexCursor {
+
+    private BTreeRangeSearchCursor[] rangeCursors;
+    private final ILSMIndexOperationContext opCtx;
+    private ISearchOperationCallback searchCallback;
+    private RangePredicate predicate;
+    private boolean includeMutableComponent;
+    private int numBTrees;
+    private BTreeAccessor[] btreeAccessors;
+    private ILSMHarness lsmHarness;
+    private boolean nextHasBeenCalled;
+    private boolean foundTuple;
+    private ITupleReference frameTuple;
+    private List<ILSMComponent> operationalComponents;
+
+    public LSMBTreePointSearchCursor(ILSMIndexOperationContext opCtx) {
+        this.opCtx = opCtx;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (nextHasBeenCalled) {
+            return false;
+        } else if (foundTuple) {
+            return true;
+        }
+        boolean reconciled = false;
+        for (int i = 0; i < numBTrees; ++i) {
+            btreeAccessors[i].search(rangeCursors[i], predicate);
+            if (rangeCursors[i].hasNext()) {
+                rangeCursors[i].next();
+                // We use the predicate's to lock the key instead of the tuple that we get from cursor to avoid copying the tuple when we do the "unlatch dance"
+                if (reconciled || searchCallback.proceed(predicate.getLowKey())) {
+                    // if proceed is successful, then there's no need for doing the "unlatch dance"
+                    if (((ILSMTreeTupleReference) rangeCursors[i].getTuple()).isAntimatter()) {
+                        searchCallback.cancel(predicate.getLowKey());
+                        rangeCursors[i].close();
+                        return false;
+                    } else {
+                        frameTuple = rangeCursors[i].getTuple();
+                        foundTuple = true;
+                        return true;
+                    }
+                }
+                if (i == 0 && includeMutableComponent) {
+                    // unlatch/unpin
+                    rangeCursors[i].reset();
+                    searchCallback.reconcile(predicate.getLowKey());
+                    reconciled = true;
+
+                    // retraverse
+                    btreeAccessors[0].search(rangeCursors[i], predicate);
+                    searchCallback.complete(predicate.getLowKey());
+                    if (rangeCursors[i].hasNext()) {
+                        rangeCursors[i].next();
+                        if (((ILSMTreeTupleReference) rangeCursors[i].getTuple()).isAntimatter()) {
+                            searchCallback.cancel(predicate.getLowKey());
+                            rangeCursors[i].close();
+                            return false;
+                        } else {
+                            frameTuple = rangeCursors[i].getTuple();
+                            foundTuple = true;
+                            return true;
+                        }
+                    } else {
+                        rangeCursors[i].close();
+                    }
+                } else {
+                    frameTuple = rangeCursors[i].getTuple();
+                    searchCallback.reconcile(frameTuple);
+                    searchCallback.complete(frameTuple);
+                    foundTuple = true;
+                    return true;
+                }
+            } else {
+                rangeCursors[i].close();
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        try {
+            if (rangeCursors != null) {
+                for (int i = 0; i < rangeCursors.length; ++i) {
+                    rangeCursors[i].reset();
+                }
+            }
+            rangeCursors = null;
+            nextHasBeenCalled = false;
+            foundTuple = false;
+        } finally {
+            if (lsmHarness != null) {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        searchCallback = lsmInitialState.getSearchOperationCallback();
+        predicate = (RangePredicate) lsmInitialState.getSearchPredicate();
+        numBTrees = operationalComponents.size();
+        if (rangeCursors == null || rangeCursors.length != numBTrees) {
+            // object creation: should be relatively low
+            rangeCursors = new BTreeRangeSearchCursor[numBTrees];
+            btreeAccessors = new BTreeAccessor[numBTrees];
+        }
+        includeMutableComponent = false;
+
+        for (int i = 0; i < numBTrees; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            BTree btree;
+            if (component.getType() == LSMComponentType.MEMORY) {
+                includeMutableComponent = true;
+                // No need for a bloom filter for the in-memory BTree.
+                if (rangeCursors[i] == null || rangeCursors[i].isBloomFilterAware()) {
+                    // create a new one
+                    IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+                    rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+                } else {
+                    // reset
+                    rangeCursors[i].reset();
+                }
+                btree = ((LSMBTreeMemoryComponent) component).getBTree();
+            } else {
+                if (rangeCursors[i] != null && rangeCursors[i].isBloomFilterAware()) {
+                    // can re-use cursor
+                    ((BloomFilterAwareBTreePointSearchCursor) rangeCursors[i])
+                            .resetBloomFilter(((LSMBTreeDiskComponent) component).getBloomFilter());
+                    rangeCursors[i].reset();
+                } else {
+                    // create new cursor <should be relatively rare>
+                    IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+                    rangeCursors[i] = new BloomFilterAwareBTreePointSearchCursor(leafFrame, false,
+                            ((LSMBTreeDiskComponent) component).getBloomFilter());
+                }
+                btree = ((LSMBTreeDiskComponent) component).getBTree();
+            }
+            if (btreeAccessors[i] == null) {
+                btreeAccessors[i] = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+            } else {
+                // re-use
+                btreeAccessors[i].reset(btree, NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            }
+        }
+        nextHasBeenCalled = false;
+        foundTuple = false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        nextHasBeenCalled = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (lsmHarness != null) {
+            try {
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    rangeCursors[i].close();
+                }
+                rangeCursors = null;
+            } finally {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+        nextHasBeenCalled = false;
+        foundTuple = false;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
new file mode 100644
index 0000000..2e85fe9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
@@ -0,0 +1,231 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.Iterator;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+
+public class LSMBTreeRangeSearchCursor extends LSMIndexSearchCursor {
+    private final ArrayTupleReference copyTuple;
+    private final RangePredicate reusablePred;
+
+    private ISearchOperationCallback searchCallback;
+    private RangePredicate predicate;
+    private BTreeAccessor[] btreeAccessors;
+    private ArrayTupleBuilder tupleBuilder;
+    private boolean proceed = true;
+
+    public LSMBTreeRangeSearchCursor(ILSMIndexOperationContext opCtx) {
+        this(opCtx, false);
+    }
+
+    public LSMBTreeRangeSearchCursor(ILSMIndexOperationContext opCtx, boolean returnDeletedTuples) {
+        super(opCtx, returnDeletedTuples);
+        this.copyTuple = new ArrayTupleReference();
+        this.reusablePred = new RangePredicate(null, null, true, true, null, null);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        super.reset();
+        proceed = true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        outputElement = outputPriorityQueue.poll();
+        needPush = true;
+        proceed = false;
+    }
+
+    @Override
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
+        while (!outputPriorityQueue.isEmpty() || needPush == true) {
+            if (!outputPriorityQueue.isEmpty()) {
+                PriorityQueueElement checkElement = outputPriorityQueue.peek();
+                if (proceed && !searchCallback.proceed(checkElement.getTuple())) {
+                    if (includeMutableComponent) {
+                        PriorityQueueElement mutableElement = null;
+                        boolean mutableElementFound = false;
+                        // scan the PQ for the mutable component's element
+                        Iterator<PriorityQueueElement> it = outputPriorityQueue.iterator();
+                        while (it.hasNext()) {
+                            mutableElement = it.next();
+                            if (mutableElement.getCursorIndex() == 0) {
+                                mutableElementFound = true;
+                                it.remove();
+                                break;
+                            }
+                        }
+                        if (mutableElementFound) {
+                            // copy the in-mem tuple
+                            if (tupleBuilder == null) {
+                                tupleBuilder = new ArrayTupleBuilder(cmp.getKeyFieldCount());
+                            }
+                            TupleUtils.copyTuple(tupleBuilder, mutableElement.getTuple(), cmp.getKeyFieldCount());
+                            copyTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+                            // unlatch/unpin
+                            rangeCursors[0].reset();
+
+                            // reconcile
+                            if (checkElement.getCursorIndex() == 0) {
+                                searchCallback.reconcile(copyTuple);
+                            } else {
+                                searchCallback.reconcile(checkElement.getTuple());
+                                searchCallback.complete(checkElement.getTuple());
+                            }
+                            // retraverse
+                            reusablePred.setLowKey(copyTuple, true);
+                            btreeAccessors[0].search(rangeCursors[0], reusablePred);
+                            boolean isNotExhaustedCursor = pushIntoPriorityQueue(mutableElement);
+
+                            if (checkElement.getCursorIndex() == 0) {
+                                if (!isNotExhaustedCursor || cmp.compare(copyTuple, mutableElement.getTuple()) != 0) {
+                                    searchCallback.complete(copyTuple);
+                                    searchCallback.cancel(copyTuple);
+                                    continue;
+                                }
+                                searchCallback.complete(copyTuple);
+                            }
+                        } else {
+                            // the mutable cursor is exhausted
+                            searchCallback.reconcile(checkElement.getTuple());
+                        }
+                    } else {
+                        searchCallback.reconcile(checkElement.getTuple());
+                    }
+                }
+                // If there is no previous tuple or the previous tuple can be ignored
+                if (outputElement == null) {
+                    if (isDeleted(checkElement) && !returnDeletedTuples) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
+                        outputElement = outputPriorityQueue.poll();
+                        searchCallback.cancel(checkElement.getTuple());
+                        needPush = true;
+                        proceed = false;
+                    } else {
+                        break;
+                    }
+                } else {
+                    // Compare the previous tuple and the head tuple in the PQ
+                    if (compare(cmp, outputElement.getTuple(), checkElement.getTuple()) == 0) {
+                        // If the previous tuple and the head tuple are
+                        // identical
+                        // then pop the head tuple and push the next tuple from
+                        // the tree of head tuple
+
+                        // the head element of PQ is useless now
+                        PriorityQueueElement e = outputPriorityQueue.poll();
+                        pushIntoPriorityQueue(e);
+                    } else {
+                        // If the previous tuple and the head tuple are different
+                        // the info of previous tuple is useless
+                        if (needPush == true) {
+                            pushIntoPriorityQueue(outputElement);
+                            needPush = false;
+                        }
+                        proceed = true;
+                        outputElement = null;
+                    }
+                }
+            } else {
+                // the priority queue is empty and needPush
+                pushIntoPriorityQueue(outputElement);
+                needPush = false;
+                outputElement = null;
+                proceed = true;
+            }
+        }
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred)
+            throws HyracksDataException, IndexException {
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+        cmp = lsmInitialState.getOriginalKeyComparator();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        searchCallback = lsmInitialState.getSearchOperationCallback();
+        predicate = (RangePredicate) lsmInitialState.getSearchPredicate();
+        reusablePred.setLowKeyComparator(cmp);
+        reusablePred.setHighKey(predicate.getHighKey(), predicate.isHighKeyInclusive());
+        reusablePred.setHighKeyComparator(predicate.getHighKeyComparator());
+        includeMutableComponent = false;
+
+        int numBTrees = operationalComponents.size();
+        if (rangeCursors == null || rangeCursors.length != numBTrees) {
+            // object creation: should be relatively low
+            rangeCursors = new IIndexCursor[numBTrees];
+            btreeAccessors = new BTreeAccessor[numBTrees];
+        }
+        for (int i = 0; i < numBTrees; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            BTree btree;
+            if (rangeCursors[i] == null) {
+                // create, should be relatively rare
+                IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getLeafFrameFactory().createFrame();
+                rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+            } else {
+                // re-use
+                rangeCursors[i].reset();
+            }
+            if (component.getType() == LSMComponentType.MEMORY) {
+                includeMutableComponent = true;
+                btree = ((LSMBTreeMemoryComponent) component).getBTree();
+            } else {
+                btree = ((LSMBTreeDiskComponent) component).getBTree();
+            }
+
+            if (btreeAccessors[i] == null) {
+                btreeAccessors[i] = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+            } else {
+                // re-use
+                btreeAccessors[i].reset(btree, NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            }
+            btreeAccessors[i].search(rangeCursors[i], searchPred);
+        }
+        setPriorityQueueComparator();
+        initPriorityQueue();
+        proceed = true;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java
new file mode 100644
index 0000000..5d5501d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeSearchCursor.java
@@ -0,0 +1,140 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreeSearchCursor implements ITreeIndexCursor {
+
+    public enum LSMBTreeSearchType {
+        POINT,
+        RANGE
+    }
+
+    private final LSMBTreePointSearchCursor pointCursor;
+    private final LSMBTreeRangeSearchCursor rangeCursor;
+    private ITreeIndexCursor currentCursor;
+
+    public LSMBTreeSearchCursor(ILSMIndexOperationContext opCtx) {
+        pointCursor = new LSMBTreePointSearchCursor(opCtx);
+        rangeCursor = new LSMBTreeRangeSearchCursor(opCtx);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+
+        LSMBTreeCursorInitialState lsmInitialState = (LSMBTreeCursorInitialState) initialState;
+
+        LSMBTreeSearchType searchType = LSMBTreeSearchType.RANGE;
+        RangePredicate btreePred = (RangePredicate) searchPred;
+        if (btreePred.getLowKey() != null && btreePred.getHighKey() != null) {
+            if (btreePred.isLowKeyInclusive() && btreePred.isHighKeyInclusive()) {
+                if (btreePred.getLowKeyComparator().getKeyFieldCount() == btreePred.getHighKeyComparator()
+                        .getKeyFieldCount()) {
+                    if (btreePred.getLowKeyComparator().getKeyFieldCount() == lsmInitialState
+                            .getOriginalKeyComparator().getKeyFieldCount()) {
+                        if (lsmInitialState.getOriginalKeyComparator().compare(btreePred.getLowKey(),
+                                btreePred.getHighKey()) == 0) {
+                            searchType = LSMBTreeSearchType.POINT;
+                        }
+                    }
+                }
+            }
+        }
+        switch (searchType) {
+            case POINT:
+                currentCursor = pointCursor;
+                break;
+            case RANGE:
+                currentCursor = rangeCursor;
+                break;
+            default:
+                throw new HyracksDataException("Wrong search type");
+        }
+        currentCursor.open(lsmInitialState, searchPred);
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        return currentCursor.hasNext();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        currentCursor.next();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (currentCursor != null) {
+            currentCursor.close();
+        }
+        currentCursor = null;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (currentCursor != null) {
+            currentCursor.reset();
+        }
+        currentCursor = null;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return currentCursor.getTuple();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return currentCursor.getPage();
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        currentCursor.setBufferCache(bufferCache);
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        currentCursor.setFileId(fileId);
+
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return currentCursor.exclusiveLatchNodes();
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyAbstractCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyAbstractCursor.java
new file mode 100644
index 0000000..dab48f7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyAbstractCursor.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class LSMBTreeWithBuddyAbstractCursor implements ITreeIndexCursor {
+
+    protected boolean open;
+    protected BTreeRangeSearchCursor[] btreeCursors;
+    protected BTreeRangeSearchCursor[] buddyBtreeCursors;
+    protected BTreeAccessor[] btreeAccessors;
+    protected BTreeAccessor[] buddyBtreeAccessors;
+    protected MultiComparator btreeCmp;
+    protected MultiComparator buddyBtreeCmp;
+    protected int numberOfTrees;
+    protected RangePredicate btreeRangePredicate;
+    protected RangePredicate buddyBtreeRangePredicate;
+    protected ITupleReference frameTuple;
+    protected boolean includeMutableComponent;
+    protected ILSMHarness lsmHarness;
+    protected boolean foundNext;
+    protected final ILSMIndexOperationContext opCtx;
+
+    protected List<ILSMComponent> operationalComponents;
+
+    public LSMBTreeWithBuddyAbstractCursor(ILSMIndexOperationContext opCtx) {
+        super();
+        this.opCtx = opCtx;
+        buddyBtreeRangePredicate = new RangePredicate(null, null, true, true, null, null);
+    }
+
+    public ITreeIndexCursor getCursor(int cursorIndex) {
+        return btreeCursors[cursorIndex];
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred)
+            throws IndexException, HyracksDataException {
+
+        LSMBTreeWithBuddyCursorInitialState lsmInitialState = (LSMBTreeWithBuddyCursorInitialState) initialState;
+        btreeCmp = lsmInitialState.getBTreeCmp();
+        buddyBtreeCmp = lsmInitialState.getBuddyBTreeCmp();
+
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        numberOfTrees = operationalComponents.size();
+
+        if (btreeCursors == null || btreeCursors.length != numberOfTrees) {
+            // need to re-use the following four instead of re-creating
+            btreeCursors = new BTreeRangeSearchCursor[numberOfTrees];
+            buddyBtreeCursors = new BTreeRangeSearchCursor[numberOfTrees];
+            btreeAccessors = new BTreeAccessor[numberOfTrees];
+            buddyBtreeAccessors = new BTreeAccessor[numberOfTrees];
+        }
+
+        includeMutableComponent = false;
+
+        for (int i = 0; i < numberOfTrees; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            BTree btree;
+            BTree buddyBtree;
+            if (component.getType() == LSMComponentType.MEMORY) {
+                // This is not needed at the moment but is implemented anyway
+                includeMutableComponent = true;
+                // No need for a bloom filter for the in-memory BTree.
+                if (buddyBtreeCursors[i] == null || buddyBtreeCursors[i].isBloomFilterAware()) {
+                    buddyBtreeCursors[i] = new BTreeRangeSearchCursor(
+                            (IBTreeLeafFrame) lsmInitialState.getBuddyBTreeLeafFrameFactory().createFrame(), false);
+                } else {
+                    buddyBtreeCursors[i].reset();
+                }
+                btree = ((LSMBTreeWithBuddyMemoryComponent) component).getBTree();
+                buddyBtree = ((LSMBTreeWithBuddyMemoryComponent) component).getBuddyBTree();
+            } else {
+                if (buddyBtreeCursors[i] == null || !buddyBtreeCursors[i].isBloomFilterAware()) {
+                    buddyBtreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor(
+                            (IBTreeLeafFrame) lsmInitialState.getBuddyBTreeLeafFrameFactory().createFrame(), false,
+                            ((LSMBTreeWithBuddyDiskComponent) operationalComponents.get(i)).getBloomFilter());
+                } else {
+                    buddyBtreeCursors[i].reset();
+                }
+                btree = ((LSMBTreeWithBuddyDiskComponent) component).getBTree();
+                buddyBtree = ((LSMBTreeWithBuddyDiskComponent) component).getBuddyBTree();
+            }
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory().createFrame();
+            if (btreeAccessors[i] == null) {
+                btreeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+                btreeAccessors[i] = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+                buddyBtreeAccessors[i] = (BTreeAccessor) buddyBtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+            } else {
+                btreeCursors[i].reset();
+                btreeAccessors[i].reset(btree, NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                buddyBtreeAccessors[i].reset(buddyBtree, NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+            }
+        }
+        btreeRangePredicate = (RangePredicate) searchPred;
+        buddyBtreeRangePredicate.reset(null, null, true, true, buddyBtreeCmp, buddyBtreeCmp);
+        open = true;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+        try {
+            if (btreeCursors != null && buddyBtreeCursors != null) {
+                for (int i = 0; i < numberOfTrees; i++) {
+                    btreeCursors[i].close();
+                    buddyBtreeCursors[i].close();
+                }
+            }
+            btreeCursors = null;
+            buddyBtreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+        foundNext = false;
+        open = false;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // Do nothing
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // Do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // Do nothing
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyCursorInitialState.java
new file mode 100644
index 0000000..a2fe232
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyCursorInitialState.java
@@ -0,0 +1,116 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMBTreeWithBuddyCursorInitialState implements ICursorInitialState {
+    private final ITreeIndexFrameFactory btreeInteriorFrameFactory;
+    private final ITreeIndexFrameFactory btreeLeafFrameFactory;
+    private final ITreeIndexFrameFactory buddyBtreeLeafFrameFactory;
+    private MultiComparator btreeCmp;
+    private MultiComparator buddyBtreeCmp;
+    private final ILSMHarness lsmHarness;
+
+    private ISearchOperationCallback searchCallback;
+    private List<ILSMComponent> operationalComponents;
+
+    public LSMBTreeWithBuddyCursorInitialState(ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ITreeIndexFrameFactory buddyBtreeLeafFrameFactory,
+            ILSMHarness lsmHarness, MultiComparator btreeCmp, MultiComparator buddyBtreeCmp,
+            ISearchOperationCallback searchCallback, List<ILSMComponent> operationalComponents) {
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.btreeInteriorFrameFactory = btreeInteriorFrameFactory;
+        this.buddyBtreeLeafFrameFactory = buddyBtreeLeafFrameFactory;
+        this.btreeCmp = btreeCmp;
+        this.buddyBtreeCmp = buddyBtreeCmp;
+        this.lsmHarness = lsmHarness;
+        this.searchCallback = searchCallback;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public ITreeIndexFrameFactory getBTreeInteriorFrameFactory() {
+        return btreeInteriorFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getBTreeLeafFrameFactory() {
+        return btreeLeafFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getBuddyBTreeLeafFrameFactory() {
+        return buddyBtreeLeafFrameFactory;
+    }
+
+    public MultiComparator getBTreeCmp() {
+        return btreeCmp;
+    }
+
+    public MultiComparator getBuddyBTreeCmp() {
+        return buddyBtreeCmp;
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return btreeCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.btreeCmp = originalCmp;
+    }
+
+    public void setOperationalComponents(List<ILSMComponent> operationalComponents) {
+        this.operationalComponents = operationalComponents;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponent.java
new file mode 100644
index 0000000..3845740
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponent.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractDiskLSMComponent;
+
+public class LSMBTreeWithBuddyDiskComponent extends AbstractDiskLSMComponent {
+
+    private final BTree btree;
+    private final BTree buddyBtree;
+    private final BloomFilter bloomFilter;
+
+    public LSMBTreeWithBuddyDiskComponent(BTree btree, BTree buddyBtree, BloomFilter bloomFilter) {
+        this.btree = btree;
+        this.buddyBtree = buddyBtree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    protected void destroy() throws HyracksDataException {
+        btree.deactivate();
+        btree.destroy();
+        buddyBtree.deactivate();
+        buddyBtree.destroy();
+        bloomFilter.deactivate();
+        bloomFilter.destroy();
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public BTree getBuddyBTree() {
+        return buddyBtree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+
+    @Override
+    public long getComponentSize() {
+        long size = btree.getFileReference().getFile().length();
+        size += buddyBtree.getFileReference().getFile().length();
+        size += bloomFilter.getFileReference().getFile().length();
+        return size;
+    }
+
+    @Override
+    public int getFileReferenceCount() {
+        return btree.getBufferCache().getFileReferenceCount(btree.getFileId());
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponentFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponentFactory.java
new file mode 100644
index 0000000..b82e9ec
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyDiskComponentFactory.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMBTreeWithBuddyDiskComponentFactory implements
+		ILSMComponentFactory {
+
+	private final TreeIndexFactory<BTree> btreeFactory;
+	private final TreeIndexFactory<BTree> buddyBtreeFactory;
+	private final BloomFilterFactory bloomFilterFactory;
+
+	public LSMBTreeWithBuddyDiskComponentFactory(
+			TreeIndexFactory<BTree> btreeFactory,
+			TreeIndexFactory<BTree> buddyBtreeFactory,
+			BloomFilterFactory bloomFilterFactory) {
+		this.btreeFactory = btreeFactory;
+		this.buddyBtreeFactory = buddyBtreeFactory;
+		this.bloomFilterFactory = bloomFilterFactory;
+	}
+
+	@Override
+	public ILSMComponent createLSMComponentInstance(
+			LSMComponentFileReferences cfr) throws IndexException,
+			HyracksDataException {
+		return new LSMBTreeWithBuddyDiskComponent(
+				btreeFactory.createIndexInstance(cfr
+						.getInsertIndexFileReference()),
+				buddyBtreeFactory.createIndexInstance(cfr
+						.getDeleteIndexFileReference()),
+				bloomFilterFactory.createBloomFiltertInstance(cfr
+						.getBloomFilterFileReference()));
+	}
+
+	@Override
+	public IBufferCache getBufferCache() {
+		return btreeFactory.getBufferCache();
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyFileManager.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyFileManager.java
new file mode 100644
index 0000000..ed39630
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyFileManager.java
@@ -0,0 +1,261 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTreeWithBuddyFileManager extends AbstractLSMIndexFileManager {
+    public static final String BUDDY_BTREE_STRING = "buddy";
+    public static final String BTREE_STRING = "b";
+
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
+    private final TreeIndexFactory<? extends ITreeIndex> buddyBtreeFactory;
+
+    private static FilenameFilter btreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BTREE_STRING);
+        }
+    };
+
+    private static FilenameFilter buddyBtreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BUDDY_BTREE_STRING);
+        }
+    };
+
+    public LSMBTreeWithBuddyFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> btreeFactory,
+            TreeIndexFactory<? extends ITreeIndex> buddyBtreeFactory) {
+        super(fileMapProvider, file, null);
+        this.buddyBtreeFactory = buddyBtreeFactory;
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        String ts = getCurrentTimestamp();
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + BTREE_STRING),
+                createFlushFile(baseName + SPLIT_STRING + BUDDY_BTREE_STRING), createFlushFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest
+        // timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + BTREE_STRING),
+                createMergeFile(baseName + SPLIT_STRING + BUDDY_BTREE_STRING), createMergeFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBuddyBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Create transaction file filter
+        FilenameFilter transactionFilefilter = getTransactionFileFilter(false);
+
+        // Gather files.
+        cleanupAndGetValidFilesInternal(getCompoundFilter(btreeFilter, transactionFilefilter), btreeFactory,
+                allBTreeFiles);
+        HashSet<String> btreeFilesSet = new HashSet<String>();
+        for (ComparableFileName cmpFileName : allBTreeFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            btreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+        }
+        validateFiles(btreeFilesSet, allBuddyBTreeFiles, getCompoundFilter(buddyBtreeFilter, transactionFilefilter),
+                buddyBtreeFactory);
+        validateFiles(btreeFilesSet, allBloomFilterFiles, getCompoundFilter(bloomFilterFilter, transactionFilefilter),
+                null);
+
+        // Sanity check.
+        if (allBTreeFiles.size() != allBuddyBTreeFiles.size() || allBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid BTree, Buddy BTree, and Bloom Filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allBTreeFiles.isEmpty() || allBuddyBTreeFiles.isEmpty() || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allBTreeFiles.size() == 1 && allBuddyBTreeFiles.size() == 1 && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allBTreeFiles.get(0).fileRef,
+                    allBuddyBTreeFiles.get(0).fileRef, allBloomFilterFiles.get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allBTreeFiles);
+        Collections.sort(allBuddyBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBTree = allBTreeFiles.get(0);
+        validComparableBTreeFiles.add(lastBTree);
+
+        List<ComparableFileName> validComparableBuddyBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBuddyBTree = allBuddyBTreeFiles.get(0);
+        validComparableBuddyBTreeFiles.add(lastBuddyBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allBTreeFiles.size(); i++) {
+            ComparableFileName currentBTree = allBTreeFiles.get(i);
+            ComparableFileName currentBuddyBTree = allBuddyBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentBTree.interval[0].compareTo(lastBTree.interval[1]) > 0
+                    && currentBuddyBTree.interval[0].compareTo(lastBuddyBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableBTreeFiles.add(currentBTree);
+                validComparableBuddyBTreeFiles.add(currentBuddyBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastBTree = currentBTree;
+                lastBuddyBTree = currentBuddyBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentBTree.interval[0].compareTo(lastBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastBTree.interval[1]) <= 0
+                    && currentBuddyBTree.interval[0].compareTo(lastBuddyBTree.interval[0]) >= 0
+                    && currentBuddyBTree.interval[1].compareTo(lastBuddyBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBuddyBTreeFile = new File(currentBuddyBTree.fullPath);
+                invalidBuddyBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBuddyBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> btreeFileIter = validComparableBTreeFiles.iterator();
+        Iterator<ComparableFileName> buddyBtreeFileIter = validComparableBuddyBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (btreeFileIter.hasNext() && buddyBtreeFileIter.hasNext()) {
+            ComparableFileName cmpBTreeFileName = btreeFileIter.next();
+            ComparableFileName cmpBuddyBTreeFileName = buddyBtreeFileIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpBTreeFileName.fileRef, cmpBuddyBTreeFileName.fileRef,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public LSMComponentFileReferences getNewTransactionFileReference() throws IOException {
+        String ts = getCurrentTimestamp();
+        // Create transaction lock file
+        Files.createFile(Paths.get(baseDir + TRANSACTION_PREFIX + ts));
+
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + BTREE_STRING),
+                createFlushFile(baseName + SPLIT_STRING + BUDDY_BTREE_STRING), createFlushFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getTransactionFileReferenceForCommit() throws HyracksDataException {
+        FilenameFilter transactionFilter;
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        if (files.length == 0) {
+            return null;
+        }
+        if (files.length != 1) {
+            throw new HyracksDataException("More than one transaction lock found:" + files.length);
+        } else {
+            transactionFilter = getTransactionFileFilter(true);
+            String txnFileName = dir.getPath() + File.separator + files[0];
+            // get the actual transaction files
+            files = dir.list(transactionFilter);
+            if (files.length < 3) {
+                throw new HyracksDataException("LSM Btree with buddy transaction has less than 3 files :"
+                        + files.length);
+            }
+            try {
+                Files.delete(Paths.get(txnFileName));
+            } catch (IOException e) {
+                throw new HyracksDataException("Failed to delete transaction lock :" + txnFileName);
+            }
+        }
+        File bTreeFile = null;
+        File buddyBTreeFile = null;
+        File bloomFilterFile = null;
+        for (String fileName : files) {
+            if (fileName.endsWith(BTREE_STRING)) {
+                bTreeFile = new File(dir.getPath() + File.separator + fileName);
+            } else if (fileName.endsWith(BUDDY_BTREE_STRING)) {
+                buddyBTreeFile = new File(dir.getPath() + File.separator + fileName);
+            } else if (fileName.endsWith(BLOOM_FILTER_STRING)) {
+                bloomFilterFile = new File(dir.getPath() + File.separator + fileName);
+            } else {
+                throw new HyracksDataException("unrecognized file found = " + fileName);
+            }
+        }
+        FileReference bTreeFileRef = new FileReference(bTreeFile);
+        FileReference buddyBTreeFileRef = new FileReference(buddyBTreeFile);
+        FileReference bloomFilterFileRef = new FileReference(bloomFilterFile);
+        return new LSMComponentFileReferences(bTreeFileRef, buddyBTreeFileRef, bloomFilterFileRef);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMemoryComponent.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMemoryComponent.java
new file mode 100644
index 0000000..b56aaff
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMemoryComponent.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractMemoryLSMComponent;
+
+/*
+ * This class is also not needed at the moment but is implemented anyway
+ */
+public class LSMBTreeWithBuddyMemoryComponent extends
+		AbstractMemoryLSMComponent {
+
+	private final BTree btree;
+	private final BTree buddyBtree;
+
+	public LSMBTreeWithBuddyMemoryComponent(BTree btree, BTree buddyBtree,
+			IVirtualBufferCache vbc, boolean isActive) {
+		super(vbc, isActive);
+		this.btree = btree;
+		this.buddyBtree = buddyBtree;
+	}
+
+	public BTree getBTree() {
+		return btree;
+	}
+
+	public BTree getBuddyBTree() {
+		return buddyBtree;
+	}
+
+	@Override
+	protected void reset() throws HyracksDataException {
+		super.reset();
+		btree.deactivate();
+		btree.destroy();
+		btree.create();
+		btree.activate();
+		buddyBtree.deactivate();
+		buddyBtree.destroy();
+		buddyBtree.create();
+		buddyBtree.activate();
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMergeOperation.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMergeOperation.java
new file mode 100644
index 0000000..61f68fb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddyMergeOperation.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMBTreeWithBuddyMergeOperation implements ILSMIOOperation {
+
+	private final ILSMIndexAccessorInternal accessor;
+	private final List<ILSMComponent> mergingComponents;
+	private final ITreeIndexCursor cursor;
+	private final FileReference btreeMergeTarget;
+	private final FileReference buddyBtreeMergeTarget;
+	private final FileReference bloomFilterMergeTarget;
+	private final ILSMIOOperationCallback callback;
+	private final String indexIdentifier;
+	private final boolean keepDeletedTuples;
+
+	public LSMBTreeWithBuddyMergeOperation(ILSMIndexAccessorInternal accessor,
+			List<ILSMComponent> mergingComponents, ITreeIndexCursor cursor,
+			FileReference btreeMergeTarget,
+			FileReference buddyBtreeMergeTarget,
+			FileReference bloomFilterMergeTarget,
+			ILSMIOOperationCallback callback, String indexIdentifier, boolean keepDeletedTuples) {
+		this.accessor = accessor;
+		this.mergingComponents = mergingComponents;
+		this.cursor = cursor;
+		this.btreeMergeTarget = btreeMergeTarget;
+		this.buddyBtreeMergeTarget = buddyBtreeMergeTarget;
+		this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+		this.callback = callback;
+		this.indexIdentifier = indexIdentifier;
+		this.keepDeletedTuples = keepDeletedTuples;
+	}
+
+	@Override
+	public Set<IODeviceHandle> getReadDevices() {
+		Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+		for (ILSMComponent o : mergingComponents) {
+			LSMBTreeWithBuddyDiskComponent component = (LSMBTreeWithBuddyDiskComponent) o;
+			devs.add(component.getBTree().getFileReference().getDeviceHandle());
+
+			devs.add(component.getBuddyBTree().getFileReference()
+					.getDeviceHandle());
+			devs.add(component.getBloomFilter().getFileReference()
+					.getDeviceHandle());
+
+		}
+		return devs;
+	}
+
+	@Override
+	public Set<IODeviceHandle> getWriteDevices() {
+		Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+		devs.add(btreeMergeTarget.getDeviceHandle());
+
+		devs.add(buddyBtreeMergeTarget.getDeviceHandle());
+		devs.add(bloomFilterMergeTarget.getDeviceHandle());
+
+		return devs;
+	}
+
+	@Override
+	public Boolean call() throws HyracksDataException, IndexException {
+		accessor.merge(this);
+		return true;
+	}
+
+	@Override
+	public ILSMIOOperationCallback getCallback() {
+		return callback;
+	}
+
+	@Override
+	public String getIndexUniqueIdentifier() {
+		return indexIdentifier;
+	}
+
+	@Override
+	public LSMIOOpertionType getIOOpertionType() {
+		return LSMIOOpertionType.MERGE;
+	}
+
+	public FileReference getBTreeMergeTarget() {
+		return btreeMergeTarget;
+	}
+
+	public FileReference getBuddyBTreeMergeTarget() {
+		return buddyBtreeMergeTarget;
+	}
+
+	public FileReference getBloomFilterMergeTarget() {
+		return bloomFilterMergeTarget;
+	}
+
+	public ITreeIndexCursor getCursor() {
+		return cursor;
+	}
+
+	public List<ILSMComponent> getMergingComponents() {
+		return mergingComponents;
+	}
+
+	public boolean isKeepDeletedTuples() {
+		return keepDeletedTuples;
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySearchCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySearchCursor.java
new file mode 100644
index 0000000..6e04dd6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySearchCursor.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMBTreeWithBuddySearchCursor extends LSMBTreeWithBuddyAbstractCursor{
+	private int currentCursor;
+    private PermutingTupleReference buddyBTreeTuple;
+
+    public LSMBTreeWithBuddySearchCursor(ILSMIndexOperationContext opCtx, int[] buddyBTreeFields) {
+        super(opCtx);
+        currentCursor = 0;
+        this.buddyBTreeTuple = new PermutingTupleReference(buddyBTreeFields);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        super.close();
+        currentCursor = 0;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+
+        currentCursor = 0;
+        foundNext = false;
+        try {
+            for (int i = 0; i < numberOfTrees; i++) {
+                btreeCursors[i].close();
+                buddyBtreeCursors[i].close();
+            }
+            btreeCursors = null;
+            buddyBtreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+    }
+
+    private void searchNextCursor() throws HyracksDataException {
+        if (currentCursor < numberOfTrees) {
+            try {
+            	btreeCursors[currentCursor].reset();
+                btreeAccessors[currentCursor].search(btreeCursors[currentCursor], btreeRangePredicate);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (foundNext) {
+            return true;
+        }
+        while (currentCursor < numberOfTrees) {
+            while (btreeCursors[currentCursor].hasNext()) {
+                btreeCursors[currentCursor].next();
+                ITupleReference currentTuple = btreeCursors[currentCursor].getTuple();
+                buddyBTreeTuple.reset(btreeCursors[currentCursor].getTuple());
+                boolean killerTupleFound = false;
+                for (int i = 0; i < currentCursor; i++) {
+                    buddyBtreeCursors[i].reset();
+                    buddyBtreeRangePredicate.setHighKey(buddyBTreeTuple, true);
+                    buddyBtreeRangePredicate.setLowKey(buddyBTreeTuple, true);
+                    buddyBtreeAccessors[i].search(buddyBtreeCursors[i], buddyBtreeRangePredicate);
+                    try {
+                        if (buddyBtreeCursors[i].hasNext()) {
+                            killerTupleFound = true;
+                            break;
+                        }
+                    } finally {
+                        buddyBtreeCursors[i].close();
+                    }
+                }
+                if (!killerTupleFound) {
+                    frameTuple = currentTuple;
+                    foundNext = true;
+                    return true;
+                }
+            }
+            btreeCursors[currentCursor].close();
+            currentCursor++;
+            searchNextCursor();
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        super.open(initialState, searchPred);
+        searchNextCursor();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySortedCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySortedCursor.java
new file mode 100644
index 0000000..11828a2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBTreeWithBuddySortedCursor.java
@@ -0,0 +1,170 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMBTreeWithBuddySortedCursor extends
+		LSMBTreeWithBuddyAbstractCursor {
+	// TODO: This class can be removed and instead use a search cursor that uses
+	// a logic similar
+	// to the one in LSMRTreeWithAntiMatterTuplesSearchCursor
+    // currently, this cursor is only used when doing merge operations.
+	private boolean[] depletedBtreeCursors;
+	private int foundIn = -1;
+	private PermutingTupleReference buddyBtreeTuple;
+
+	public LSMBTreeWithBuddySortedCursor(ILSMIndexOperationContext opCtx,
+			int[] buddyBTreeFields) throws HyracksDataException {
+		super(opCtx);
+		this.buddyBtreeTuple = new PermutingTupleReference(buddyBTreeFields);
+		reset();
+	}
+
+	public ILSMIndexOperationContext getOpCtx() {
+		return opCtx;
+	}
+
+	@Override
+	public void reset() throws HyracksDataException {
+		depletedBtreeCursors = new boolean[numberOfTrees];
+		foundNext = false;
+		try {
+			for (int i = 0; i < numberOfTrees; i++) {
+				btreeCursors[i].reset();
+				try {
+					btreeAccessors[i].search(btreeCursors[i],
+							btreeRangePredicate);
+				} catch (IndexException e) {
+					throw new HyracksDataException(e);
+				}
+				if (btreeCursors[i].hasNext()) {
+					btreeCursors[i].next();
+				} else {
+					depletedBtreeCursors[i] = true;
+				}
+			}
+		} catch (Exception e) {
+			e.printStackTrace();
+			throw new HyracksDataException(
+					"error while reseting the btrees of the lsm btree with buddy btree",
+					e);
+		} finally {
+			if (open) {
+				lsmHarness.endSearch(opCtx);
+			}
+		}
+	}
+
+	@Override
+	public boolean hasNext() throws HyracksDataException, IndexException {
+		while (!foundNext) {
+			frameTuple = null;
+
+			if (foundIn != -1) {
+				if (btreeCursors[foundIn].hasNext()) {
+					btreeCursors[foundIn].next();
+				} else {
+					depletedBtreeCursors[foundIn] = true;
+				}
+			}
+
+			foundIn = -1;
+			for (int i = 0; i < numberOfTrees; i++) {
+				if (depletedBtreeCursors[i])
+					continue;
+
+				if (frameTuple == null) {
+					frameTuple = btreeCursors[i].getTuple();
+					foundIn = i;
+					continue;
+				}
+
+				if (btreeCmp.compare(frameTuple, btreeCursors[i].getTuple()) > 0) {
+					frameTuple = btreeCursors[i].getTuple();
+					foundIn = i;
+				}
+			}
+
+			if (foundIn == -1)
+				return false;
+
+			boolean killed = false;
+			buddyBtreeTuple.reset(frameTuple);
+			for (int i = 0; i < foundIn; i++) {
+				try {
+					buddyBtreeCursors[i].reset();
+					buddyBtreeRangePredicate.setHighKey(buddyBtreeTuple, true);
+					btreeRangePredicate.setLowKey(buddyBtreeTuple, true);
+					btreeAccessors[i].search(btreeCursors[i],
+							btreeRangePredicate);
+				} catch (IndexException e) {
+					throw new HyracksDataException(e);
+				}
+				try {
+					if (btreeCursors[i].hasNext()) {
+						killed = true;
+						break;
+					}
+				} finally {
+					btreeCursors[i].close();
+				}
+			}
+			if (!killed) {
+				foundNext = true;
+			}
+		}
+
+		return true;
+	}
+
+	@Override
+	public void next() throws HyracksDataException {
+		foundNext = false;
+	}
+
+	@Override
+	public void open(ICursorInitialState initialState,
+			ISearchPredicate searchPred) throws HyracksDataException,
+			IndexException {
+		super.open(initialState, searchPred);
+
+		depletedBtreeCursors = new boolean[numberOfTrees];
+		foundNext = false;
+		for (int i = 0; i < numberOfTrees; i++) {
+			btreeCursors[i].reset();
+			try {
+				btreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+			} catch (IndexException e) {
+				throw new HyracksDataException(e);
+			}
+			if (btreeCursors[i].hasNext()) {
+				btreeCursors[i].next();
+			} else {
+				depletedBtreeCursors[i] = true;
+			}
+		}
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBuddyBTreeMergeCursor.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBuddyBTreeMergeCursor.java
new file mode 100644
index 0000000..0f0edd2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/impls/LSMBuddyBTreeMergeCursor.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+
+public class LSMBuddyBTreeMergeCursor extends LSMIndexSearchCursor {
+
+	public LSMBuddyBTreeMergeCursor(ILSMIndexOperationContext opCtx) {
+		super(opCtx, true);
+	}
+
+	@Override
+	protected boolean isDeleted(PriorityQueueElement checkElement)
+			throws HyracksDataException, IndexException {
+		return false;
+	}
+
+	@Override
+	public void open(ICursorInitialState initialState,
+			ISearchPredicate searchPred) throws IndexException,
+			HyracksDataException {
+		LSMBTreeWithBuddyCursorInitialState lsmInitialState = (LSMBTreeWithBuddyCursorInitialState) initialState;
+		cmp = lsmInitialState.getBuddyBTreeCmp();
+		operationalComponents = lsmInitialState.getOperationalComponents();
+		// We intentionally set the lsmHarness to null so that we don't call
+		// lsmHarness.endSearch() because we already do that when we merge
+		// actual index.
+		lsmHarness = null;
+		int numBTrees = operationalComponents.size();
+		rangeCursors = new IIndexCursor[numBTrees];
+
+		RangePredicate btreePredicate = new RangePredicate(null, null, true,
+				true, cmp, cmp);
+		IIndexAccessor[] btreeAccessors = new ITreeIndexAccessor[numBTrees];
+		for (int i = 0; i < numBTrees; i++) {
+			ILSMComponent component = operationalComponents.get(i);
+			IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState
+					.getBuddyBTreeLeafFrameFactory().createFrame();
+			rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+			BTree buddyBtree = (BTree) ((LSMBTreeWithBuddyDiskComponent) component)
+					.getBuddyBTree();
+			btreeAccessors[i] = buddyBtree.createAccessor(
+					NoOpOperationCallback.INSTANCE,
+					NoOpOperationCallback.INSTANCE);
+			btreeAccessors[i].search(rangeCursors[i], btreePredicate);
+		}
+		setPriorityQueueComparator();
+		initPriorityQueue();
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
new file mode 100644
index 0000000..b9f281b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriter.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class LSMBTreeCopyTupleWriter extends LSMBTreeTupleWriter {
+	public LSMBTreeCopyTupleWriter(ITypeTraits[] typeTraits, int numKeyFields){
+		// Third parameter is never used locally, just give false.
+	    super(typeTraits, numKeyFields, false);
+	}
+
+	@Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+		int tupleSize = bytesRequired(tuple);
+		byte[] buf = tuple.getFieldData(0);
+		int tupleStartOff = ((LSMBTreeTupleReference)tuple).getTupleStart();
+		System.arraycopy(buf, tupleStartOff, targetBuf, targetOff, tupleSize);
+        return tupleSize;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
new file mode 100644
index 0000000..eb03e7a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeCopyTupleWriterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMBTreeCopyTupleWriterFactory extends TypeAwareTupleWriterFactory {
+	private static final long serialVersionUID = 1L;
+	private final ITypeTraits[] typeTraits;
+	private final int numKeyFields;
+
+	public LSMBTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.numKeyFields = numKeyFields;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeRefrencingTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeRefrencingTupleWriterFactory.java
new file mode 100644
index 0000000..fd7892d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeRefrencingTupleWriterFactory.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+/**
+ * This is a TupleWriterFactory that can be used to reference the last writer it created
+ * and switch between actual and antimatter writer modes
+ * @author alamouda
+ *
+ */
+public class LSMBTreeRefrencingTupleWriterFactory extends TypeAwareTupleWriterFactory{
+	private static final long serialVersionUID = 1L;
+	private final ITypeTraits[] typeTraits;
+	private final int numKeyFields;
+	private boolean isDelete;
+	private LSMBTreeTupleWriter createdTupleWriter;
+
+	public LSMBTreeRefrencingTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean isDelete) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.numKeyFields = numKeyFields;
+		this.isDelete = isDelete;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		createdTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, isDelete);
+		return createdTupleWriter;
+	}
+
+	public void setMode(IndexOperation op){
+		if(op == IndexOperation.INSERT){
+			this.isDelete = false;
+			if(createdTupleWriter != null){
+				this.createdTupleWriter.setAntimatter(false);
+			}
+		} else if(op == IndexOperation.DELETE){
+			this.isDelete = true;
+			if(createdTupleWriter != null){
+				this.createdTupleWriter.setAntimatter(true);
+			}
+		}
+	}
+
+	public LSMBTreeTupleWriter getCreatedTupleWriter() {
+		return createdTupleWriter;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
new file mode 100644
index 0000000..6eb104b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleReference.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+
+public class LSMBTreeTupleReference extends TypeAwareTupleReference implements ILSMTreeTupleReference {
+
+    // Indicates whether the last call to setFieldCount() was initiated by
+    // by the outside or whether it was called internally to set up an
+    // antimatter tuple.
+    private boolean resetFieldCount = false;
+    private final int numKeyFields;
+
+    public LSMBTreeTupleReference(ITypeTraits[] typeTraits, int numKeyFields) {
+		super(typeTraits);
+		this.numKeyFields = numKeyFields;
+	}
+
+    public void setFieldCount(int fieldCount) {
+        super.setFieldCount(fieldCount);
+        // Don't change the fieldCount in reset calls.
+        resetFieldCount = false;
+    }
+
+    @Override
+    public void setFieldCount(int fieldStartIndex, int fieldCount) {
+        super.setFieldCount(fieldStartIndex, fieldCount);
+        // Don't change the fieldCount in reset calls.
+        resetFieldCount = false;
+    }
+
+    @Override
+    public void resetByTupleOffset(ByteBuffer buf, int tupleStartOff) {
+        this.buf = buf;
+        this.tupleStartOff = tupleStartOff;
+        if (numKeyFields != typeTraits.length) {
+            if (isAntimatter()) {
+                setFieldCount(numKeyFields);
+                // Reset the original field count for matter tuples.
+                resetFieldCount = true;
+            } else {
+                if (resetFieldCount) {
+                    setFieldCount(typeTraits.length);
+                }
+            }
+        }
+        super.resetByTupleOffset(buf, tupleStartOff);
+    }
+
+    @Override
+    public void resetByTupleIndex(ITreeIndexFrame frame, int tupleIndex) {
+        resetByTupleOffset(frame.getBuffer(), frame.getTupleOffset(tupleIndex));
+    }
+
+	@Override
+	protected int getNullFlagsBytes() {
+		// +1.0 is for matter/antimatter bit.
+		return (int) Math.ceil((fieldCount + 1.0) / 8.0);
+    }
+
+	@Override
+	public boolean isAntimatter() {
+	      // Check if the leftmost bit is 0 or 1.
+		final byte mask = (byte) (1 << 7);
+		if ((buf.array()[tupleStartOff] & mask) != 0) {
+		    return true;
+		}
+		return false;
+	}
+
+    public int getTupleStart() {
+    	return tupleStartOff;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
new file mode 100644
index 0000000..3c60f15
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriter.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+
+public class LSMBTreeTupleWriter extends TypeAwareTupleWriter {
+    private boolean isAntimatter;
+    private final int numKeyFields;
+
+    public LSMBTreeTupleWriter(ITypeTraits[] typeTraits, int numKeyFields, boolean isAntimatter) {
+        super(typeTraits);
+        this.numKeyFields = numKeyFields;
+        this.isAntimatter = isAntimatter;
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        if (isAntimatter) {
+            // Only requires space for the key fields.
+            return super.bytesRequired(tuple, 0, numKeyFields);
+        } else {
+            return super.bytesRequired(tuple);
+        }
+    }
+
+    @Override
+    public int getCopySpaceRequired(ITupleReference tuple) {
+        return super.bytesRequired(tuple);
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new LSMBTreeTupleReference(typeTraits, numKeyFields);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(int numFields) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) numFields + 1.0) / 8.0);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) tuple.getFieldCount() + 1.0) / 8.0);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int bytesWritten = -1;
+        if (isAntimatter) {
+            bytesWritten = super.writeTupleFields(tuple, 0, numKeyFields, targetBuf, targetOff);
+            setAntimatterBit(targetBuf, targetOff);
+        } else {
+            bytesWritten = super.writeTuple(tuple, targetBuf, targetOff);
+        }
+        return bytesWritten;
+    }
+
+    private void setAntimatterBit(byte[] targetBuf, int targetOff) {
+        // Set leftmost bit to 1.
+        targetBuf[targetOff] = (byte) (targetBuf[targetOff] | (1 << 7));
+    }
+
+    // Allow using the same writer for both delete and insert tuples
+    public void setAntimatter(boolean isAntimatter) {
+        this.isAntimatter = isAntimatter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
new file mode 100644
index 0000000..f3b372f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTupleWriterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMBTreeTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+	private final int numKeyFields;
+	private final boolean isDelete;
+
+	public LSMBTreeTupleWriterFactory(ITypeTraits[] typeTraits, int numKeyFields, boolean isDelete) {
+		super(typeTraits);
+		this.numKeyFields = numKeyFields;
+		this.isDelete = isDelete;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+		return new LSMBTreeTupleWriter(typeTraits, numKeyFields, isDelete);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
new file mode 100644
index 0000000..332ea78
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-btree/src/main/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
@@ -0,0 +1,218 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.util;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedListMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.btree.impls.ExternalBTree;
+import org.apache.hyracks.storage.am.lsm.btree.impls.ExternalBTreeWithBuddy;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTreeFileManager;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTreeWithBuddyFileManager;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeCopyTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeRefrencingTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.frames.LSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMBTreeUtils {
+    public static LSMBTree createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, boolean needKeyDupCheck, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] btreeFields, int[] filterFields, boolean durable) {
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false);
+        LSMBTreeTupleWriterFactory deleteTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, true);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length);
+        ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
+        ITreeIndexFrameFactory deleteLeafFrameFactory = new BTreeNSMLeafFrameFactory(deleteTupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, copyTupleLeafFrameFactory, cmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, insertLeafFrameFactory, cmpFactories, typeTraits.length);
+
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        LSMComponentFilterFactory filterFactory = null;
+        LSMComponentFilterFrameFactory filterFrameFactory = null;
+        LSMComponentFilterManager filterManager = null;
+        if (filterCmpFactories != null) {
+            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            filterFactory = new LSMComponentFilterFactory(filterTupleWriterFactory, filterCmpFactories);
+            filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory,
+                    diskBufferCache.getPageSize());
+            filterManager = new LSMComponentFilterManager(diskBufferCache, filterFrameFactory);
+        }
+
+        ILSMIndexFileManager fileNameManager = new LSMBTreeFileManager(diskFileMapProvider, file, diskBTreeFactory);
+
+        LSMBTree lsmTree = new LSMBTree(virtualBufferCaches, interiorFrameFactory, insertLeafFrameFactory,
+                deleteLeafFrameFactory, fileNameManager, diskBTreeFactory, bulkLoadBTreeFactory, bloomFilterFactory,
+                filterFactory, filterFrameFactory, filterManager, bloomFilterFalsePositiveRate, diskFileMapProvider,
+                typeTraits.length, cmpFactories, mergePolicy, opTracker, ioScheduler, ioOpCallback, needKeyDupCheck,
+                btreeFields, filterFields, durable);
+        return lsmTree;
+    }
+
+    public static ExternalBTree createExternalBTree(FileReference file, IBufferCache diskBufferCache,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            int startWithVersion, boolean durable) {
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false);
+        LSMBTreeTupleWriterFactory deleteTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, true);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length);
+        ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
+        ITreeIndexFrameFactory deleteLeafFrameFactory = new BTreeNSMLeafFrameFactory(deleteTupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+        // This is the tuple writer that can do both inserts and deletes
+        LSMBTreeRefrencingTupleWriterFactory referencingTupleWriterFactory = new LSMBTreeRefrencingTupleWriterFactory(
+                typeTraits, cmpFactories.length, false);
+        // This is the leaf frame factory for transaction components since it
+        // can be used for both inserts and deletes
+        ITreeIndexFrameFactory dualLeafFrameFactory = new BTreeNSMLeafFrameFactory(referencingTupleWriterFactory);
+
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, copyTupleLeafFrameFactory, cmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, insertLeafFrameFactory, cmpFactories, typeTraits.length);
+
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        // This is the component factory for transactions
+        TreeIndexFactory<BTree> transactionBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, dualLeafFrameFactory, cmpFactories, typeTraits.length);
+
+        ILSMIndexFileManager fileNameManager = new LSMBTreeFileManager(diskFileMapProvider, file, diskBTreeFactory);
+
+        // the disk only index uses an empty ArrayList for virtual buffer caches
+        ExternalBTree lsmTree = new ExternalBTree(interiorFrameFactory, insertLeafFrameFactory, deleteLeafFrameFactory,
+                fileNameManager, diskBTreeFactory, bulkLoadBTreeFactory, bloomFilterFactory,
+                bloomFilterFalsePositiveRate, diskFileMapProvider, typeTraits.length, cmpFactories, mergePolicy,
+                opTracker, ioScheduler, ioOpCallback, transactionBTreeFactory, startWithVersion, durable);
+        return lsmTree;
+    }
+
+    public static ExternalBTreeWithBuddy createExternalBTreeWithBuddy(FileReference file, IBufferCache diskBufferCache,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback, int[] buddyBTreeFields,
+            int startWithVersion, boolean durable) {
+
+        ITypeTraits[] buddyBtreeTypeTraits = new ITypeTraits[buddyBTreeFields.length];
+        IBinaryComparatorFactory[] buddyBtreeCmpFactories = new IBinaryComparatorFactory[buddyBTreeFields.length];
+        for (int i = 0; i < buddyBtreeTypeTraits.length; i++) {
+            buddyBtreeTypeTraits[i] = typeTraits[buddyBTreeFields[i]];
+            buddyBtreeCmpFactories[i] = cmpFactories[buddyBTreeFields[i]];
+        }
+
+        TypeAwareTupleWriterFactory buddyBtreeTupleWriterFactory = new TypeAwareTupleWriterFactory(
+                buddyBtreeTypeTraits);
+        ITreeIndexFrameFactory buddyBtreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(
+                buddyBtreeTupleWriterFactory);
+        ITreeIndexFrameFactory buddyBtreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(buddyBtreeTupleWriterFactory);
+
+        LSMBTreeTupleWriterFactory insertTupleWriterFactory = new LSMBTreeTupleWriterFactory(typeTraits,
+                cmpFactories.length, false);
+        LSMBTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMBTreeCopyTupleWriterFactory(typeTraits,
+                cmpFactories.length);
+        ITreeIndexFrameFactory insertLeafFrameFactory = new BTreeNSMLeafFrameFactory(insertTupleWriterFactory);
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new BTreeNSMLeafFrameFactory(copyTupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(insertTupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        IMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, copyTupleLeafFrameFactory, cmpFactories,
+                typeTraits.length);
+
+        TreeIndexFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, insertLeafFrameFactory, cmpFactories, typeTraits.length);
+
+        int[] bloomFilterKeyFields = new int[buddyBtreeCmpFactories.length];
+        for (int i = 0; i < buddyBtreeCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        // buddy b-tree factory
+        TreeIndexFactory<BTree> diskBuddyBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, buddyBtreeInteriorFrameFactory, buddyBtreeLeafFrameFactory,
+                buddyBtreeCmpFactories, buddyBtreeTypeTraits.length);
+
+        ILSMIndexFileManager fileNameManager = new LSMBTreeWithBuddyFileManager(diskFileMapProvider, file,
+                diskBTreeFactory, diskBuddyBTreeFactory);
+
+        // the disk only index uses an empty ArrayList for virtual buffer caches
+        ExternalBTreeWithBuddy lsmTree = new ExternalBTreeWithBuddy(interiorFrameFactory, insertLeafFrameFactory,
+                buddyBtreeLeafFrameFactory, diskBufferCache, fileNameManager, bulkLoadBTreeFactory, diskBTreeFactory,
+                diskBuddyBTreeFactory, bloomFilterFactory, diskFileMapProvider, bloomFilterFalsePositiveRate,
+                mergePolicy, opTracker, ioScheduler, ioOpCallback, cmpFactories, buddyBtreeCmpFactories,
+                buddyBTreeFields, startWithVersion, durable);
+        return lsmTree;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/pom.xml b/hyracks/hyracks-storage-am-lsm-common/pom.xml
new file mode 100644
index 0000000..b16405a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/pom.xml
@@ -0,0 +1,67 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-common</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponent.java
new file mode 100644
index 0000000..b847876
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponent.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILSMComponent {
+
+    enum LSMComponentType {
+        MEMORY,
+        DISK
+    }
+
+    enum ComponentState {
+        INACTIVE,
+        READABLE_WRITABLE,
+        READABLE_UNWRITABLE,
+        READABLE_UNWRITABLE_FLUSHING,
+        UNREADABLE_UNWRITABLE,
+        READABLE_MERGING
+    }
+
+    public boolean threadEnter(LSMOperationType opType, boolean isMutableComponent) throws HyracksDataException;
+
+    public void threadExit(LSMOperationType opType, boolean failedOperation, boolean isMutableComponent)
+            throws HyracksDataException;
+
+    public LSMComponentType getType();
+
+    public ComponentState getState();
+
+    public ILSMComponentFilter getLSMComponentFilter();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java
new file mode 100644
index 0000000..7906082
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFactory.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public interface ILSMComponentFactory {
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException;
+
+    public IBufferCache getBufferCache();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilter.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilter.java
new file mode 100644
index 0000000..0bfa466
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilter.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface ILSMComponentFilter {
+
+    public void update(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+    public boolean satisfy(ITupleReference minTuple, ITupleReference maxTuple, MultiComparator filterCmp)
+            throws HyracksDataException;
+
+    public ITupleReference getMinTuple();
+
+    public ITupleReference getMaxTuple();
+
+    public IBinaryComparatorFactory[] getFilterCmpFactories();
+
+    public void reset();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFactory.java
new file mode 100644
index 0000000..1fa2175
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+public interface ILSMComponentFilterFactory {
+    public ILSMComponentFilter createLSMComponentFilter();
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrame.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrame.java
new file mode 100644
index 0000000..4c159b7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrame.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public interface ILSMComponentFilterFrame {
+
+    public ICachedPage getPage();
+
+    public void setPage(ICachedPage page);
+
+    public void writeMinTuple(ITupleReference tuple);
+
+    public void writeMaxTuple(ITupleReference tuple);
+
+    public void initBuffer();
+
+    public boolean isMinTupleSet();
+
+    public boolean isMaxTupleSet();
+
+    public ITupleReference getMinTuple();
+
+    public ITupleReference getMaxTuple();
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrameFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrameFactory.java
new file mode 100644
index 0000000..cf77f30
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterFrameFactory.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+public interface ILSMComponentFilterFrameFactory {
+    public ILSMComponentFilterFrame createFrame();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterManager.java
new file mode 100644
index 0000000..20598ca
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMComponentFilterManager.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.impls.AbstractTreeIndex.AbstractTreeIndexBulkLoader;
+
+public interface ILSMComponentFilterManager {
+
+    public void updateFilterInfo(ILSMComponentFilter filter, List<ITupleReference> filterTuples)
+            throws HyracksDataException;
+
+    public boolean readFilterInfo(ILSMComponentFilter filter, ITreeIndex treeIndex) throws HyracksDataException;
+
+    public void writeFilterInfo(ILSMComponentFilter filter, ITreeIndex treeIndex)
+            throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMHarness.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMHarness.java
new file mode 100644
index 0000000..4c4ed28
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMHarness.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMHarness {
+
+    public void forceModify(ILSMIndexOperationContext ctx, ITupleReference tuple)
+            throws HyracksDataException, IndexException;
+
+    public boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple)
+            throws HyracksDataException, IndexException;
+
+    public void search(ILSMIndexOperationContext ctx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException;
+
+    public void endSearch(ILSMIndexOperationContext ctx) throws HyracksDataException;
+
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException;
+
+    public void scheduleFullMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException;
+
+    public void merge(ILSMIndexOperationContext ctx, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException;
+
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException;
+
+    public void flush(ILSMIndexOperationContext ctx, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException;
+
+    public void addBulkLoadedComponent(ILSMComponent index) throws HyracksDataException, IndexException;
+
+    public ILSMOperationTracker getOperationTracker();
+
+    public void scheduleReplication(ILSMIndexOperationContext ctx, List<ILSMComponent> lsmComponents, boolean bulkload,
+            LSMOperationType opType) throws HyracksDataException;
+
+    public void endReplication(ILSMIndexOperationContext ctx) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java
new file mode 100644
index 0000000..0743e4a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperation.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.Set;
+import java.util.concurrent.Callable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMIOOperation extends Callable<Boolean> {
+
+    public enum LSMIOOpertionType {
+        FLUSH,
+        MERGE
+    }
+
+    public Set<IODeviceHandle> getReadDevices();
+
+    public Set<IODeviceHandle> getWriteDevices();
+
+    public Boolean call() throws HyracksDataException, IndexException;
+
+    public ILSMIOOperationCallback getCallback();
+
+    public String getIndexUniqueIdentifier();
+
+    public LSMIOOpertionType getIOOpertionType();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
new file mode 100644
index 0000000..6315124
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallback.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILSMIOOperationCallback {
+
+    /**
+     * This method is called on an IO operation sometime before the operation is executed.
+     * (i.e. IO operations could be flush or merge operations.)
+     */
+    public void beforeOperation(LSMOperationType opType) throws HyracksDataException;
+
+    /**
+     * This method is called on an IO operation sometime after the operation was completed.
+     * (i.e. IO operations could be flush or merge operations.)
+     *
+     * @param oldComponents
+     * @param newComponent
+     * @throws HyracksDataException
+     */
+    public void afterOperation(LSMOperationType opType, List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException;
+
+    /**
+     * This method is called on an IO operation when the operation needs any cleanup works
+     * regardless that the IO operation was executed or not. Once the IO operation is executed,
+     * this method should be called after ILSMIOOperationCallback.afterOperation() was called.
+     *
+     * @param newComponent
+     * @throws HyracksDataException
+     */
+    public void afterFinalize(LSMOperationType opType, ILSMComponent newComponent) throws HyracksDataException;
+
+    public void setNumOfMutableComponents(int count);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java
new file mode 100644
index 0000000..cfb795c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+public interface ILSMIOOperationCallbackFactory extends Serializable {
+    public ILSMIOOperationCallback createIOOperationCallback();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java
new file mode 100644
index 0000000..684be6d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationCallbackProvider.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+public interface ILSMIOOperationCallbackProvider {
+    public ILSMIOOperationCallback getIOOperationCallback(ILSMIndex index);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java
new file mode 100644
index 0000000..a808e70
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationScheduler.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILSMIOOperationScheduler {
+    public void scheduleOperation(ILSMIOOperation operation) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java
new file mode 100644
index 0000000..bf10a91
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIOOperationSchedulerProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface ILSMIOOperationSchedulerProvider extends Serializable {
+    public ILSMIOOperationScheduler getIOScheduler(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndex.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndex.java
new file mode 100644
index 0000000..c1cef2d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndex.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMHarness;
+
+/**
+ * Methods to be implemented by an LSM index, which are called from {@link LSMHarness}.
+ * The implementations of the methods below should be thread agnostic.
+ * Synchronization of LSM operations like updates/searches/flushes/merges are
+ * done by the {@link LSMHarness}. For example, a flush() implementation should only
+ * create and return the new on-disk component, ignoring the fact that
+ * concurrent searches/updates/merges may be ongoing.
+ */
+public interface ILSMIndex extends IIndex {
+
+    public void deactivate(boolean flushOnExit) throws HyracksDataException;
+
+    public ILSMIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException;
+
+    public ILSMOperationTracker getOperationTracker();
+
+    public ILSMIOOperationScheduler getIOScheduler();
+
+    public ILSMIOOperationCallback getIOOperationCallback();
+
+    public List<ILSMComponent> getImmutableComponents();
+
+    public boolean isPrimaryIndex();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
new file mode 100644
index 0000000..439a020
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
@@ -0,0 +1,123 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+/**
+ * Client handle for performing operations
+ * (insert/delete/update/search/diskorderscan/merge/flush) on an {@link ILSMHarness}.
+ * An {@link ILSMIndexAccessor} is not thread safe, but different {@link ILSMIndexAccessor}s
+ * can concurrently operate on the same {@link ILSMIndex} (i.e., the {@link ILSMIndex} must allow
+ * concurrent operations).
+ */
+public interface ILSMIndexAccessor extends IIndexAccessor {
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException;
+
+    public void scheduleMerge(ILSMIOOperationCallback callback, List<ILSMComponent> components)
+            throws HyracksDataException, IndexException;
+
+    public void scheduleFullMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException;
+
+    /**
+     * Deletes the tuple from the memory component only.
+     *
+     * @throws HyracksDataException
+     * @throws IndexException
+     */
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to insert the given tuple.
+     * If the insert would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (insert was successful).
+     *
+     * @param tuple
+     *            Tuple to be inserted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If an index-specific constraint is violated, e.g., the key
+     *             already exists.
+     */
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to delete the given tuple.
+     * If the delete would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (delete was successful).
+     *
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * Attempts to update the given tuple.
+     * If the update would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (update was successful).
+     *
+     * @param tuple
+     *            Tuple whose match in the index is to be update with the given
+     *            tuples contents.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    /**
+     * This operation is only supported by indexes with the notion of a unique key.
+     * If tuple's key already exists, then this operation attempts to performs an update.
+     * Otherwise, it attempts to perform an insert.
+     * If the operation would have to wait for a flush to complete, then this method returns false to
+     * allow the caller to avoid potential deadlock situations.
+     * Otherwise, returns true (insert/update was successful).
+     *
+     * @param tuple
+     *            Tuple to be deleted.
+     * @throws HyracksDataException
+     *             If the BufferCache throws while un/pinning or un/latching.
+     * @throws IndexException
+     *             If there is no matching tuple in the index.
+     */
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void scheduleReplication(List<ILSMComponent> lsmComponents, boolean bulkload, LSMOperationType opType)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java
new file mode 100644
index 0000000..4df1180
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexAccessorInternal.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public interface ILSMIndexAccessorInternal extends ILSMIndexAccessor {
+
+    /**
+     * Force a flush of the in-memory component.
+     *
+     * @throws HyracksDataException
+     * @throws TreeIndexException
+     */
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+
+    /**
+     * Merge all on-disk components.
+     *
+     * @throws HyracksDataException
+     * @throws TreeIndexException
+     */
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
new file mode 100644
index 0000000..e97913f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
@@ -0,0 +1,81 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.IOException;
+import java.util.Comparator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+
+/**
+ * Provides file names for LSM on-disk components. Also cleans up invalid files.
+ * There are separate methods to get file names for merge and flush because we
+ * need to guarantee the correct order of on-disk components (i.e., the
+ * components produced by flush are always newer than those produced by a
+ * merge).
+ */
+public interface ILSMIndexFileManager {
+    public void createDirs();
+
+    public void deleteDirs();
+
+    public LSMComponentFileReferences getRelFlushFileReference();
+
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException;
+
+    public String getBaseDir();
+
+    // Deletes invalid files, and returns list of valid files from baseDir.
+    // The returned valid files are correctly sorted (based on the recency of data).
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException;
+
+    public Comparator<String> getFileNameComparator();
+
+    /**
+     * @return delete existing transaction disk component file reference
+     * @throws HyracksDataException
+     */
+    public void deleteTransactionFiles() throws HyracksDataException;
+
+    /**
+     * Rename files of a transaction removing the transaction prefix and return the component file reference in order to be committed
+     *
+     * @return the renamed component file references
+     * @throws HyracksDataException
+     */
+    public LSMComponentFileReferences getTransactionFileReferenceForCommit() throws HyracksDataException;
+
+    /**
+     * Recover transaction files without returning them
+     *
+     * @throws HyracksDataException
+     */
+    public void recoverTransaction() throws HyracksDataException;
+
+    /**
+     * @return a reference to the transaction disk component file reference
+     * @throws IOException
+     */
+    public LSMComponentFileReferences getNewTransactionFileReference() throws IOException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java
new file mode 100644
index 0000000..e69c714
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexInternal.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.IReplicationJob.ReplicationOperation;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMIndexInternal extends ILSMIndex {
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException;
+
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException;
+
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException;
+
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException;
+
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException;
+
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException;
+
+    public void addComponent(ILSMComponent index) throws HyracksDataException;
+
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException;
+
+    public void changeMutableComponent();
+
+    public void changeFlushStatusForCurrentMutableCompoent(boolean needsFlush);
+
+    public boolean hasFlushRequestForCurrentMutableComponent();
+
+    /**
+     * Populates the context's component holder with a snapshot of the components involved in the operation.
+     *
+     * @param ctx
+     *            - the operation's context
+     * @throws HyracksDataException
+     */
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) throws HyracksDataException;
+
+    public List<ILSMComponent> getInactiveDiskComponents();
+
+    public void addInactiveDiskComponent(ILSMComponent diskComponent);
+
+    /**
+     * Persist the LSM component
+     *
+     * @param lsmComponent
+     *            , the component to be persistent
+     * @throws HyracksDataException
+     */
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException;
+
+    public boolean isCurrentMutableComponentEmpty() throws HyracksDataException;
+
+    public void scheduleReplication(ILSMIndexOperationContext ctx, List<ILSMComponent> lsmComponents, boolean bulkload,
+            ReplicationOperation operation, LSMOperationType opType) throws HyracksDataException;
+
+    /**
+     * Allocates the memory components of an LSM index in the buffer cache.
+     * @throws HyracksDataException
+     */
+    public void allocateMemoryComponents() throws HyracksDataException;
+
+    public boolean isMemoryComponentsAllocated();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java
new file mode 100644
index 0000000..99f981d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexOperationContext.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+
+public interface ILSMIndexOperationContext extends IIndexOperationContext {
+    public List<ILSMComponent> getComponentHolder();
+
+    public List<ILSMComponent> getComponentsToBeMerged();
+
+    public ISearchOperationCallback getSearchOperationCallback();
+
+    public IModificationOperationCallback getModificationCallback();
+
+    public void setCurrentMutableComponentId(int currentMutableComponentId);
+
+    public void setSearchPredicate(ISearchPredicate searchPredicate);
+
+    public ISearchPredicate getSearchPredicate();
+
+    public List<ILSMComponent> getComponentsToBeReplicated();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexReplicationJob.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexReplicationJob.java
new file mode 100644
index 0000000..c64439e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMIndexReplicationJob.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.IReplicationJob;
+
+public interface ILSMIndexReplicationJob extends IReplicationJob {
+
+    public void endReplication() throws HyracksDataException;
+
+    public ILSMIndexOperationContext getLSMIndexOperationContext();
+
+    public ILSMIndex getLSMIndex();
+
+    public LSMOperationType getLSMOpType();
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
new file mode 100644
index 0000000..841117b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface ILSMMergePolicy {
+    public void diskComponentAdded(ILSMIndex index, boolean fullMergeIsRequested) throws HyracksDataException,
+            IndexException;
+
+    public void configure(Map<String, String> properties);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicyFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicyFactory.java
new file mode 100644
index 0000000..d2d86e6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMMergePolicyFactory.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+
+public interface ILSMMergePolicyFactory extends Serializable {
+    // Having two methods to create the merge policy with two different signatures is hacky, but we do it now
+    // because we want to have an access to the IIndexLifecycleManager inside some of the merge policies. However,
+    // in order to get the IIndexLifecycleManager instance, we need to cast to IAsterixAppRuntimeContext which exist
+    // in asterix and cannot be seen in hyracks. Thus we pass IHyracksTaskContext and let the merge policy do the casting.
+    public ILSMMergePolicy createMergePolicy(Map<String, String> configuration, IHyracksTaskContext ctx);
+
+    public ILSMMergePolicy createMergePolicy(Map<String, String> configuration, IIndexLifecycleManager ilcm);
+
+    public String getName();
+
+    public Set<String> getPropertiesNames();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java
new file mode 100644
index 0000000..e523f52
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTracker.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+
+/**
+ * This interface exposes methods for tracking and setting the status of operations for the purpose
+ * of coordinating flushes/merges in {@link ILSMIndex}.
+ * Note that 'operation' below refers to {@link IIndexAccessor} methods.
+ *
+ * @author zheilbron
+ */
+public interface ILSMOperationTracker {
+
+    /**
+     * An {@link ILSMIndex} will call this method before an operation enters it,
+     * i.e., before any latches are taken.
+     * If tryOperation is true, and the operation would have to wait for a flush,
+     * then this method does not block and returns false.
+     * Otherwise, this method returns true, and the operation is considered 'active' in the index.
+     */
+    public void beforeOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+
+    /**
+     * An {@link ILSMIndex} will call this method after an operation has left the index,
+     * i.e., after all relevant latches have been released.
+     * After this method has been called, the operation is still considered 'active',
+     * until the issuer of the operation declares it completed by calling completeOperation().
+     */
+    public void afterOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+
+    /**
+     * This method must be called by whoever is requesting the index operation through an {@link IIndexAccessor}.
+     * The use of this method indicates that the operation is no longer 'active'
+     * for the purpose of coordinating flushes/merges.
+     */
+    public void completeOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerProvider.java
new file mode 100644
index 0000000..403b7b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMOperationTrackerProvider.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+
+public interface ILSMOperationTrackerProvider extends Serializable {
+    public ILSMOperationTracker getOperationTracker(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java
new file mode 100644
index 0000000..4e7c874
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ILSMTreeTupleReference.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public interface ILSMTreeTupleReference extends ITreeIndexTupleReference {
+    public boolean isAntimatter();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ITwoPCIndex.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ITwoPCIndex.java
new file mode 100644
index 0000000..95e95e4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/ITwoPCIndex.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+// An interface containing the new methods introduced for bulk transactions
+public interface ITwoPCIndex {
+    /**
+     * This function is used to create a BulkLoader for a transaction that is capable of insertions and deletions
+     * and the bulk loaded component is hidden from the index
+     */
+    public IIndexBulkLoader createTransactionBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException;
+
+    /**
+     * This function is used to commit the previous transaction if it was resulted in creating any components
+     */
+    public void commitTransaction() throws TreeIndexException, HyracksDataException, IndexException;
+
+    /**
+     * This function is used to abort the last transaction
+     */
+    public void abortTransaction() throws TreeIndexException;
+
+    /**
+     * This function is used to recover a transaction if the system crashed after the decision to commit
+     */
+    public void recoverTransaction() throws TreeIndexException;
+
+    /**
+     * This function is used to add the committed disk component to the appropriate list and reflect the changes
+     */
+    public void commitTransactionDiskComponent(ILSMComponent newComponent) throws IndexException, HyracksDataException;
+
+    /**
+     * This function is used to create a version specific accessor to search a specific version
+     */
+    public ILSMIndexAccessorInternal createAccessor(ISearchOperationCallback searchCallback, int targetIndexVersion) throws HyracksDataException;
+
+    /**
+     * This function is used to get the first components list
+     */
+    public List<ILSMComponent> getFirstComponentList();
+
+    /**
+     * This function is used to get teh second components list
+     */
+    public List<ILSMComponent> getSecondComponentList();
+
+    /**
+     * This function is used to get the current version id of the index
+     */
+    public int getCurrentVersion();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCache.java
new file mode 100644
index 0000000..09cdb61
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCache.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+
+public interface IVirtualBufferCache extends IBufferCache {
+    public void open() throws HyracksDataException;
+
+    public boolean isFull();
+
+    public void reset();
+
+    public IFileMapManager getFileMapProvider();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCacheProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCacheProvider.java
new file mode 100644
index 0000000..2e2bb2c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/IVirtualBufferCacheProvider.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+import java.io.Serializable;
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+
+public interface IVirtualBufferCacheProvider extends Serializable {
+    public List<IVirtualBufferCache> getVirtualBufferCaches(IHyracksTaskContext ctx, IFileSplitProvider fileSplitProvider);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/LSMOperationType.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/LSMOperationType.java
new file mode 100644
index 0000000..b083770
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/api/LSMOperationType.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.api;
+
+public enum LSMOperationType {
+    SEARCH,
+    MODIFICATION,
+    FORCE_MODIFICATION,
+    FLUSH,
+    MERGE,
+    REPLICATE
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java
new file mode 100644
index 0000000..f0d1c75
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelper.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+
+public abstract class AbstractLSMIndexDataflowHelper extends IndexDataflowHelper {
+
+    protected static double DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE = 0.01;
+
+    protected final double bloomFilterFalsePositiveRate;
+
+    protected final List<IVirtualBufferCache> virtualBufferCaches;
+    protected final ILSMMergePolicy mergePolicy;
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected final ILSMOperationTrackerProvider opTrackerFactory;
+    protected final ILSMIOOperationCallbackFactory ioOpCallbackFactory;
+    protected final ITypeTraits[] filterTypeTraits;
+    protected final IBinaryComparatorFactory[] filterCmpFactories;
+    protected final int[] filterFields;
+
+    public AbstractLSMIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable) {
+        this(opDesc, ctx, partition, virtualBufferCaches, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackFactory, filterTypeTraits, filterCmpFactories, filterFields,
+                durable);
+    }
+
+    public AbstractLSMIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) {
+        super(opDesc, ctx, partition, durable);
+        this.virtualBufferCaches = virtualBufferCaches;
+        this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
+        this.mergePolicy = mergePolicy;
+        this.opTrackerFactory = opTrackerFactory;
+        this.ioScheduler = ioScheduler;
+        this.ioOpCallbackFactory = ioOpCallbackFactory;
+        this.filterTypeTraits = filterTypeTraits;
+        this.filterCmpFactories = filterCmpFactories;
+        this.filterFields = filterFields;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..a0affa3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/AbstractLSMIndexDataflowHelperFactory.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+
+public abstract class AbstractLSMIndexDataflowHelperFactory implements IIndexDataflowHelperFactory {
+    protected static final long serialVersionUID = 1L;
+
+    protected final IVirtualBufferCacheProvider virtualBufferCacheProvider;
+    protected final ILSMMergePolicyFactory mergePolicyFactory;
+    protected final Map<String, String> mergePolicyProperties;
+    protected final ILSMOperationTrackerProvider opTrackerFactory;
+    protected final ILSMIOOperationSchedulerProvider ioSchedulerProvider;
+    protected final ILSMIOOperationCallbackFactory ioOpCallbackFactory;
+    protected final double bloomFilterFalsePositiveRate;
+    protected final ITypeTraits[] filterTypeTraits;
+    protected final IBinaryComparatorFactory[] filterCmpFactories;
+    protected final int[] filterFields;
+    protected final boolean durable;
+
+    public AbstractLSMIndexDataflowHelperFactory(IVirtualBufferCacheProvider virtualBufferCacheProvider,
+            ILSMMergePolicyFactory mergePolicyFactory, Map<String, String> mergePolicyProperties,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, double bloomFilterFalsePositiveRate,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) {
+        this.virtualBufferCacheProvider = virtualBufferCacheProvider;
+        this.mergePolicyFactory = mergePolicyFactory;
+        this.opTrackerFactory = opTrackerFactory;
+        this.ioSchedulerProvider = ioSchedulerProvider;
+        this.ioOpCallbackFactory = ioOpCallbackFactory;
+        this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
+        this.mergePolicyProperties = mergePolicyProperties;
+        this.filterTypeTraits = filterTypeTraits;
+        this.filterCmpFactories = filterCmpFactories;
+        this.filterFields = filterFields;
+        this.durable = durable;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexCompactOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexCompactOperatorNodePushable.java
new file mode 100644
index 0000000..8171c58
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexCompactOperatorNodePushable.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import org.apache.hyracks.api.comm.IFrameWriter;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.api.IIndexDataflowHelper;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+
+public class LSMIndexCompactOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexDataflowHelper indexHelper;
+
+    public LSMIndexCompactOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
+        this.indexHelper = opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+    @Override
+    public void deinitialize() throws HyracksDataException {
+        indexHelper.close();
+    }
+
+    @Override
+    public int getInputArity() {
+        return 0;
+    }
+
+    @Override
+    public IFrameWriter getInputFrameWriter(int index) {
+        return null;
+    }
+
+    @Override
+    public void initialize() throws HyracksDataException {
+        indexHelper.open();
+        ILSMIndex index = (ILSMIndex) indexHelper.getIndexInstance();
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        try {
+            accessor.scheduleFullMerge(NoOpIOOperationCallback.INSTANCE);
+        } catch (Exception e) {
+            indexHelper.close();
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void setOutputFrameWriter(int index, IFrameWriter writer, RecordDescriptor recordDesc) {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java
new file mode 100644
index 0000000..25f2382
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMIndexInsertUpdateDeleteOperatorNodePushable.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexInsertUpdateDeleteOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+
+public class LSMIndexInsertUpdateDeleteOperatorNodePushable extends IndexInsertUpdateDeleteOperatorNodePushable {
+
+    protected FrameTupleAppender appender;
+
+    @Override
+    public void open() throws HyracksDataException {
+        super.open();
+        appender = new FrameTupleAppender(writeBuffer);
+    }
+
+    public LSMIndexInsertUpdateDeleteOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider, IndexOperation op) {
+        super(opDesc, ctx, partition, fieldPermutation, recordDescProvider, op);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        ILSMIndexAccessor lsmAccessor = (ILSMIndexAccessor) indexAccessor;
+        int nextFlushTupleIndex = 0;
+        int tupleCount = accessor.getTupleCount();
+        for (int i = 0; i < tupleCount; i++) {
+            try {
+                if (tupleFilter != null) {
+                    frameTuple.reset(accessor, i);
+                    if (!tupleFilter.accept(frameTuple)) {
+                        continue;
+                    }
+                }
+                tuple.reset(accessor, i);
+
+                switch (op) {
+                    case INSERT: {
+                        if (!lsmAccessor.tryInsert(tuple)) {
+                            flushPartialFrame(nextFlushTupleIndex, i);
+                            nextFlushTupleIndex = i;
+                            lsmAccessor.insert(tuple);
+                        }
+                        break;
+                    }
+                    case DELETE: {
+                        if (!lsmAccessor.tryDelete(tuple)) {
+                            flushPartialFrame(nextFlushTupleIndex, i);
+                            nextFlushTupleIndex = i;
+                            lsmAccessor.delete(tuple);
+                        }
+                        break;
+                    }
+                    case UPSERT: {
+                        if (!lsmAccessor.tryUpsert(tuple)) {
+                            flushPartialFrame(nextFlushTupleIndex, i);
+                            nextFlushTupleIndex = i;
+                            lsmAccessor.upsert(tuple);
+                        }
+                        break;
+                    }
+                    case UPDATE: {
+                        if (!lsmAccessor.tryUpdate(tuple)) {
+                            flushPartialFrame(nextFlushTupleIndex, i);
+                            nextFlushTupleIndex = i;
+                            lsmAccessor.update(tuple);
+                        }
+                        break;
+                    }
+                    default: {
+                        throw new HyracksDataException(
+                                "Unsupported operation " + op + " in tree index InsertUpdateDelete operator");
+                    }
+                }
+            } catch (HyracksDataException e) {
+                throw e;
+            } catch (Exception e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        if (nextFlushTupleIndex == 0) {
+            // No partial flushing was necessary. Forward entire frame.
+            writeBuffer.ensureFrameSize(buffer.capacity());
+            FrameUtils.copyAndFlip(buffer, writeBuffer.getBuffer());
+            FrameUtils.flushFrame(writeBuffer.getBuffer(), writer);
+        } else {
+            // Flush remaining partial frame.
+            flushPartialFrame(nextFlushTupleIndex, tupleCount);
+        }
+    }
+
+    private void flushPartialFrame(int startTupleIndex, int endTupleIndex) throws HyracksDataException {
+        for (int i = startTupleIndex; i < endTupleIndex; i++) {
+            FrameUtils.appendToWriter(writer, appender, accessor, i);
+        }
+        appender.write(writer, true);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexCompactOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexCompactOperatorDescriptor.java
new file mode 100644
index 0000000..6835d33
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexCompactOperatorDescriptor.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMTreeIndexCompactOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMTreeIndexCompactOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackProvider) {
+        super(spec, 0, 0, null, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, null, false,
+                false, null,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackProvider);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new LSMIndexCompactOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java
new file mode 100644
index 0000000..2a088d0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/dataflow/LSMTreeIndexInsertUpdateDeleteOperatorDescriptor.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMTreeIndexInsertUpdateDeleteOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final int[] fieldPermutation;
+    protected final IndexOperation op;
+
+    public LSMTreeIndexInsertUpdateDeleteOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] bloomFilterKeyFields, int[] fieldPermutation,
+            IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, INullWriterFactory nullWriterFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackProvider,
+            ISearchOperationCallbackFactory searchOpCallbackProvider) {
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, bloomFilterKeyFields, dataflowHelperFactory, tupleFilterFactory, false, false,
+                nullWriterFactory, NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider,
+                modificationOpCallbackProvider);
+        this.fieldPermutation = fieldPermutation;
+        this.op = op;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new LSMIndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+                recordDescProvider, op);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrame.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrame.java
new file mode 100644
index 0000000..5d74da1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrame.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.frames;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrame;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMComponentFilterFrame implements ILSMComponentFilterFrame {
+
+    // This page consists of two tuples that represents the minimum and maximum tuples in an LSM component.
+
+    // A-one byte to indicate whether the filter tuples were set yet.
+    private static final int minTupleIsSetIndicatorOff = 0;
+    private static final int maxTupleIsSetIndicatorOff = 1;
+
+    private final int minTupleOff;
+    private final int maxTupleOff;
+
+    private final ITreeIndexTupleWriter tupleWriter;
+
+    protected ICachedPage page = null;
+    protected ByteBuffer buf = null;
+
+    private ITreeIndexTupleReference minTuple;
+    private ITreeIndexTupleReference maxTuple;
+
+    public LSMComponentFilterFrame(ITreeIndexTupleWriter tupleWriter, int pageSize) {
+        this.tupleWriter = tupleWriter;
+        this.minTupleOff = maxTupleIsSetIndicatorOff + 1;
+        this.maxTupleOff = maxTupleIsSetIndicatorOff + 1 + (pageSize / 2);
+
+        this.minTuple = tupleWriter.createTupleReference();
+        this.maxTuple = tupleWriter.createTupleReference();
+    }
+
+    @Override
+    public void initBuffer() {
+        buf.put(minTupleIsSetIndicatorOff, (byte) 0);
+        buf.put(maxTupleIsSetIndicatorOff, (byte) 0);
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+        this.page = page;
+        this.buf = page.getBuffer();
+    }
+
+    @Override
+    public void writeMinTuple(ITupleReference tuple) {
+        tupleWriter.writeTuple(tuple, buf.array(), minTupleOff);
+        buf.put(minTupleIsSetIndicatorOff, (byte) 1);
+    }
+
+    @Override
+    public void writeMaxTuple(ITupleReference tuple) {
+        tupleWriter.writeTuple(tuple, buf.array(), maxTupleOff);
+        buf.put(maxTupleIsSetIndicatorOff, (byte) 1);
+    }
+
+    @Override
+    public boolean isMinTupleSet() {
+        return buf.get(minTupleIsSetIndicatorOff) == (byte) 1 ? true : false;
+    }
+
+    @Override
+    public boolean isMaxTupleSet() {
+        return buf.get(maxTupleIsSetIndicatorOff) == (byte) 1 ? true : false;
+    }
+
+    @Override
+    public ITupleReference getMinTuple() {
+        minTuple.resetByTupleOffset(buf, minTupleOff);
+        return minTuple;
+    }
+
+    @Override
+    public ITupleReference getMaxTuple() {
+        maxTuple.resetByTupleOffset(buf, maxTupleOff);
+        return maxTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrameFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrameFactory.java
new file mode 100644
index 0000000..7a75534
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/frames/LSMComponentFilterFrameFactory.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.frames;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrame;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+
+public class LSMComponentFilterFrameFactory implements ILSMComponentFilterFrameFactory {
+
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+    private final int pageSize;
+
+    public LSMComponentFilterFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory, int pageSize) {
+        this.tupleWriterFactory = tupleWriterFactory;
+        this.pageSize = pageSize;
+    }
+
+    @Override
+    public ILSMComponentFilterFrame createFrame() {
+        return new LSMComponentFilterFrame(tupleWriterFactory.createTupleWriter(), pageSize);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/freepage/VirtualMetaDataPageManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/freepage/VirtualMetaDataPageManager.java
new file mode 100644
index 0000000..cd28f0f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/freepage/VirtualMetaDataPageManager.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.freepage;
+
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IVirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class VirtualMetaDataPageManager implements IVirtualMetaDataPageManager {
+    protected final int capacity;
+    protected final AtomicInteger currentPageId = new AtomicInteger();
+
+    public VirtualMetaDataPageManager(int capacity) {
+        // We start the currentPageId from 1, because the BTree uses
+        // the first page as metadata page, and the second page as root page.
+        // (when returning free pages we first increment, then get)
+        currentPageId.set(1);
+        this.capacity = capacity;
+    }
+
+    @Override
+    public int getFreePage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        // The very first call returns page id 2 because the BTree uses
+        // the first page as metadata page, and the second page as root page.
+        return currentPageId.incrementAndGet();
+    }
+
+    @Override
+    public int getMaxPage(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        return currentPageId.get();
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame, int currentMaxPage) throws HyracksDataException {
+        currentPageId.set(1);
+    }
+
+    @Override
+    public ITreeIndexMetaDataFrameFactory getMetaDataFrameFactory() {
+        return NullMetadataFrameFactory.INSTANCE;
+    }
+
+    public int getCapacity() {
+        return capacity - 2;
+    }
+
+    public void reset() {
+        currentPageId.set(1);
+    }
+
+    @Override
+    public void addFreePage(ITreeIndexMetaDataFrame metaFrame, int freePage) throws HyracksDataException {
+    }
+
+    @Override
+    public byte getMetaPageLevelIndicator() {
+        return 0;
+    }
+
+    @Override
+    public byte getFreePageLevelIndicator() {
+        return 0;
+    }
+
+    @Override
+    public boolean isMetaPage(ITreeIndexMetaDataFrame metaFrame) {
+        return false;
+    }
+
+    @Override
+    public boolean isFreePage(ITreeIndexMetaDataFrame metaFrame) {
+        return false;
+    }
+
+    @Override
+    public int getFirstMetadataPage() {
+        //MD page in a virtual context is always 0, because it is by nature an in-place modification tree
+        return 0;
+    }
+
+    @Override
+    public void open(int fileId) {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    @Override
+    public void close() {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    private static class NullMetadataFrameFactory implements ITreeIndexMetaDataFrameFactory {
+        private static final NullMetadataFrameFactory INSTANCE = new NullMetadataFrameFactory();
+
+        @Override
+        public ITreeIndexMetaDataFrame createFrame() {
+            return null;
+        }
+
+    }
+
+    @Override
+    public void init(ITreeIndexMetaDataFrame metaFrame) throws HyracksDataException {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    @Override
+    public int getFilterPageId() throws HyracksDataException {
+        // Method doesn't make sense for this free page manager.
+        return 0;
+    }
+
+    @Override
+    public void setFilterPageId(int filterPageId) throws HyracksDataException {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    @Override
+    public long getLSN() throws HyracksDataException {
+        // Method doesn't make sense for this free page manager.
+        return -1;
+    }
+
+    @Override
+    public void setLSN(long lsn) throws HyracksDataException {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    public void setFilterPage(ICachedPage page) {
+        // Method doesn't make sense for this free page manager.
+    }
+
+    public ICachedPage getFilterPage() {
+        return null;
+    }
+
+    @Override
+    public boolean appendOnlyMode() {
+        return false;
+    }
+
+    @Override
+    public long getLSNOffset() throws HyracksDataException {
+        return IMetaDataPageManager.INVALID_LSN_OFFSET;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbortRecoverLSMIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbortRecoverLSMIndexFileManager.java
new file mode 100644
index 0000000..8988797
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbortRecoverLSMIndexFileManager.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.io.FileReference;
+
+public class AbortRecoverLSMIndexFileManager extends AbstractLSMIndexFileManager {
+    public AbortRecoverLSMIndexFileManager(FileReference file) {
+        super(null, file, null);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractDiskLSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractDiskLSMComponent.java
new file mode 100644
index 0000000..54ec029
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractDiskLSMComponent.java
@@ -0,0 +1,109 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public abstract class AbstractDiskLSMComponent extends AbstractLSMComponent {
+
+    public AbstractDiskLSMComponent(ILSMComponentFilter filter) {
+        super(filter);
+        state = ComponentState.READABLE_UNWRITABLE;
+    }
+
+    public AbstractDiskLSMComponent() {
+        this(null);
+    }
+
+    @Override
+    public boolean threadEnter(LSMOperationType opType, boolean isMutableComponent) {
+        if (state == ComponentState.INACTIVE) {
+            throw new IllegalStateException("Trying to enter an inactive disk component");
+        }
+
+        switch (opType) {
+            case FORCE_MODIFICATION:
+            case MODIFICATION:
+            case REPLICATE:
+            case SEARCH:
+                readerCount++;
+                break;
+            case MERGE:
+                if (state == ComponentState.READABLE_MERGING) {
+                    // This should never happen unless there are two concurrent merges that were scheduled
+                    // concurrently and they have interleaving components to be merged.
+                    // This should be handled properly by the merge policy, but we guard against that here anyway.
+                    return false;
+                }
+                state = ComponentState.READABLE_MERGING;
+                readerCount++;
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+        return true;
+    }
+
+    @Override
+    public void threadExit(LSMOperationType opType, boolean failedOperation, boolean isMutableComponent)
+            throws HyracksDataException {
+        switch (opType) {
+            case MERGE:
+                // In case two merge operations were scheduled to merge an overlapping set of components, the second merge will fail and it must
+                // reset those components back to their previous state.
+                if (failedOperation) {
+                    state = ComponentState.READABLE_UNWRITABLE;
+                }
+            case FORCE_MODIFICATION:
+            case MODIFICATION:
+            case REPLICATE:
+            case SEARCH:
+                readerCount--;
+                if (readerCount == 0 && state == ComponentState.READABLE_MERGING) {
+                    state = ComponentState.INACTIVE;
+                }
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+
+        if (readerCount <= -1) {
+            throw new IllegalStateException("Invalid LSM disk component readerCount: " + readerCount);
+        }
+    }
+
+    @Override
+    public LSMComponentType getType() {
+        return LSMComponentType.DISK;
+    }
+
+    @Override
+    public ComponentState getState() {
+        return state;
+    }
+
+    protected abstract void destroy() throws HyracksDataException;
+
+    public abstract long getComponentSize();
+
+    public abstract int getFileReferenceCount();
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMComponent.java
new file mode 100644
index 0000000..b2c55dc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMComponent.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+
+public abstract class AbstractLSMComponent implements ILSMComponent {
+
+    protected ComponentState state;
+    protected int readerCount;
+    protected final ILSMComponentFilter filter;
+
+    public AbstractLSMComponent(ILSMComponentFilter filter) {
+        this.filter = filter;
+        readerCount = 0;
+    }
+
+    public AbstractLSMComponent() {
+        this(null);
+    }
+
+    @Override
+    public ComponentState getState() {
+        return state;
+    }
+
+    @Override
+    public ILSMComponentFilter getLSMComponentFilter() {
+        return filter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
new file mode 100644
index 0000000..441dda1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndex.java
@@ -0,0 +1,296 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Set;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.IReplicationJob.ReplicationExecutionType;
+import org.apache.hyracks.api.replication.IReplicationJob.ReplicationOperation;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.ComponentState;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMIndex implements ILSMIndexInternal {
+    protected final ILSMHarness lsmHarness;
+
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected final ILSMIOOperationCallback ioOpCallback;
+
+    // In-memory components.
+    protected final List<ILSMComponent> memoryComponents;
+    protected final List<IVirtualBufferCache> virtualBufferCaches;
+    protected AtomicInteger currentMutableComponentId;
+
+    // On-disk components.
+    protected final IBufferCache diskBufferCache;
+    protected final ILSMIndexFileManager fileManager;
+    protected final IFileMapProvider diskFileMapProvider;
+    protected final List<ILSMComponent> diskComponents;
+    protected final List<ILSMComponent> inactiveDiskComponents;
+    protected final double bloomFilterFalsePositiveRate;
+    protected final ILSMComponentFilterFrameFactory filterFrameFactory;
+    protected final LSMComponentFilterManager filterManager;
+    protected final int[] filterFields;
+    protected final boolean durable;
+
+    protected boolean isActivated;
+    protected final AtomicBoolean[] flushRequests;
+    protected boolean memoryComponentsAllocated = false;
+
+    public AbstractLSMIndex(List<IVirtualBufferCache> virtualBufferCaches, IBufferCache diskBufferCache,
+            ILSMIndexFileManager fileManager, IFileMapProvider diskFileMapProvider,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            int[] filterFields, boolean durable) {
+        this.virtualBufferCaches = virtualBufferCaches;
+        this.diskBufferCache = diskBufferCache;
+        this.diskFileMapProvider = diskFileMapProvider;
+        this.fileManager = fileManager;
+        this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
+        this.ioScheduler = ioScheduler;
+        this.ioOpCallback = ioOpCallback;
+        this.ioOpCallback.setNumOfMutableComponents(virtualBufferCaches.size());
+        this.filterFrameFactory = filterFrameFactory;
+        this.filterManager = filterManager;
+        this.filterFields = filterFields;
+        this.inactiveDiskComponents = new LinkedList<ILSMComponent>();
+        this.durable = durable;
+        lsmHarness = new LSMHarness(this, mergePolicy, opTracker, diskBufferCache.isReplicationEnabled());
+        isActivated = false;
+        diskComponents = new ArrayList<ILSMComponent>();
+        memoryComponents = new ArrayList<ILSMComponent>();
+        currentMutableComponentId = new AtomicInteger();
+        flushRequests = new AtomicBoolean[virtualBufferCaches.size()];
+        for (int i = 0; i < virtualBufferCaches.size(); i++) {
+            flushRequests[i] = new AtomicBoolean();
+        }
+    }
+
+    // The constructor used by external indexes
+    public AbstractLSMIndex(IBufferCache diskBufferCache, ILSMIndexFileManager fileManager,
+            IFileMapProvider diskFileMapProvider, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            boolean durable) {
+        this.diskBufferCache = diskBufferCache;
+        this.diskFileMapProvider = diskFileMapProvider;
+        this.fileManager = fileManager;
+        this.bloomFilterFalsePositiveRate = bloomFilterFalsePositiveRate;
+        this.ioScheduler = ioScheduler;
+        this.ioOpCallback = ioOpCallback;
+        this.durable = durable;
+        lsmHarness = new ExternalIndexHarness(this, mergePolicy, opTracker, diskBufferCache.isReplicationEnabled());
+        isActivated = false;
+        diskComponents = new LinkedList<ILSMComponent>();
+        this.inactiveDiskComponents = new LinkedList<ILSMComponent>();
+        // Memory related objects are nulled
+        this.virtualBufferCaches = null;
+        memoryComponents = null;
+        currentMutableComponentId = null;
+        flushRequests = null;
+        filterFrameFactory = null;
+        filterManager = null;
+        filterFields = null;
+    }
+
+    protected void markAsValidInternal(ITreeIndex treeIndex) throws HyracksDataException {
+        int fileId = treeIndex.getFileId();
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        treeIndex.getMetaManager().close();
+        // WARNING: flushing the metadata page should be done after releasing the write latch; otherwise, the page
+        // won't be flushed to disk because it won't be dirty until the write latch has been released.
+        // Force modified metadata page to disk.
+        // If the index is not durable, then the flush is not necessary.
+        if (durable) {
+            bufferCache.force(fileId, true);
+        }
+    }
+
+    protected void markAsValidInternal(IBufferCache bufferCache, BloomFilter filter) throws HyracksDataException {
+        if(durable){
+            bufferCache.force(filter.getFileId(),true);
+        }
+    }
+
+    @Override
+    public void addComponent(ILSMComponent c) throws HyracksDataException {
+        diskComponents.add(0, c);
+    }
+
+    @Override
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException {
+        int swapIndex = diskComponents.indexOf(mergedComponents.get(0));
+        diskComponents.removeAll(mergedComponents);
+        diskComponents.add(swapIndex, newComponent);
+    }
+
+    @Override
+    public void changeMutableComponent() {
+        currentMutableComponentId.set((currentMutableComponentId.get() + 1) % memoryComponents.size());
+        ((AbstractMemoryLSMComponent) memoryComponents.get(currentMutableComponentId.get())).setActive();
+    }
+
+    @Override
+    public List<ILSMComponent> getImmutableComponents() {
+        return diskComponents;
+    }
+
+    @Override
+    public void changeFlushStatusForCurrentMutableCompoent(boolean needsFlush) {
+        flushRequests[currentMutableComponentId.get()].set(needsFlush);
+    }
+
+    @Override
+    public boolean hasFlushRequestForCurrentMutableComponent() {
+        return flushRequests[currentMutableComponentId.get()].get();
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return lsmHarness.getOperationTracker();
+    }
+
+    @Override
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getIOOperationCallback() {
+        return ioOpCallback;
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskBufferCache;
+    }
+
+    public boolean isEmptyIndex() throws HyracksDataException {
+        boolean isModified = false;
+        for (ILSMComponent c : memoryComponents) {
+            AbstractMemoryLSMComponent mutableComponent = (AbstractMemoryLSMComponent) c;
+            if (mutableComponent.isModified()) {
+                isModified = true;
+                break;
+            }
+        }
+        return diskComponents.isEmpty() && !isModified;
+    }
+
+    @Override
+    public String toString() {
+        return "LSMIndex [" + fileManager.getBaseDir() + "]";
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return true;
+    }
+
+    @Override
+    public boolean isCurrentMutableComponentEmpty() throws HyracksDataException {
+        //check if the current memory component has been modified
+        return !((AbstractMemoryLSMComponent) memoryComponents.get(currentMutableComponentId.get())).isModified();
+    }
+
+    public void setCurrentMutableComponentState(ComponentState componentState) {
+        ((AbstractMemoryLSMComponent) memoryComponents.get(currentMutableComponentId.get())).setState(componentState);
+    }
+
+    public ComponentState getCurrentMutableComponentState() {
+        return ((AbstractMemoryLSMComponent) memoryComponents.get(currentMutableComponentId.get())).getState();
+    }
+
+    public int getCurrentMutableComponentWriterCount() {
+        return ((AbstractMemoryLSMComponent) memoryComponents.get(currentMutableComponentId.get())).getWriterCount();
+    }
+
+    @Override
+    public List<ILSMComponent> getInactiveDiskComponents() {
+        return inactiveDiskComponents;
+    }
+
+    @Override
+    public void addInactiveDiskComponent(ILSMComponent diskComponent) {
+        inactiveDiskComponents.add(diskComponent);
+    }
+
+    public abstract Set<String> getLSMComponentPhysicalFiles(ILSMComponent newComponent);
+
+    @Override
+    public void scheduleReplication(ILSMIndexOperationContext ctx, List<ILSMComponent> lsmComponents, boolean bulkload,
+            ReplicationOperation operation, LSMOperationType opType) throws HyracksDataException {
+        //get set of files to be replicated for this component
+        Set<String> componentFiles = new HashSet<String>();
+
+        //get set of files to be replicated for each component
+        for (ILSMComponent lsmComponent : lsmComponents) {
+            componentFiles.addAll(getLSMComponentPhysicalFiles(lsmComponent));
+        }
+
+        ReplicationExecutionType executionType;
+        if (bulkload) {
+            executionType = ReplicationExecutionType.SYNC;
+        } else {
+            executionType = ReplicationExecutionType.ASYNC;
+        }
+
+        //create replication job and submit it
+        LSMIndexReplicationJob job = new LSMIndexReplicationJob(this, ctx, componentFiles, operation, executionType,
+                opType);
+        try {
+            diskBufferCache.getIOReplicationManager().submitJob(job);
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public abstract void allocateMemoryComponents() throws HyracksDataException;
+
+    public boolean isMemoryComponentsAllocated() {
+        return memoryComponentsAllocated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
new file mode 100644
index 0000000..c5fccdc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractLSMIndexFileManager.java
@@ -0,0 +1,436 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.text.Format;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Date;
+import java.util.HashSet;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMIndexFileManager implements ILSMIndexFileManager {
+
+    public static final String SPLIT_STRING = "_";
+    protected static final String BLOOM_FILTER_STRING = "f";
+    protected static final String TRANSACTION_PREFIX = ".T";
+
+    protected final IFileMapProvider fileMapProvider;
+
+    // baseDir should reflect dataset name and partition name.
+    protected String baseDir;
+    protected final Format formatter = new SimpleDateFormat("yyyy-MM-dd-HH-mm-ss-SSS");
+    protected final Comparator<String> cmp = new FileNameComparator();
+    protected final Comparator<ComparableFileName> recencyCmp = new RecencyComparator();
+    protected final TreeIndexFactory<? extends ITreeIndex> treeFactory;
+
+    private String prevTimestamp = null;
+
+    public AbstractLSMIndexFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory) {
+        this.baseDir = file.getFile().getPath();
+        if (!baseDir.endsWith(System.getProperty("file.separator"))) {
+            baseDir += System.getProperty("file.separator");
+        }
+        this.fileMapProvider = fileMapProvider;
+        this.treeFactory = treeFactory;
+    }
+
+    private static FilenameFilter fileNameFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".");
+        }
+    };
+
+    protected boolean isValidTreeIndex(ITreeIndex treeIndex) throws HyracksDataException {
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        treeIndex.activate();
+        try {
+            int metadataPage = treeIndex.getMetaManager().getFirstMetadataPage();
+            if(metadataPage <0 ){
+                return false;
+            }
+            ITreeIndexMetaDataFrame metadataFrame = treeIndex.getMetaManager().getMetaDataFrameFactory()
+                    .createFrame();
+            ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(treeIndex.getFileId(), metadataPage),
+                    false);
+            page.acquireReadLatch();
+            try {
+                metadataFrame.setPage(page);
+                return metadataFrame.isValid();
+            } finally {
+                page.releaseReadLatch();
+                bufferCache.unpin(page);
+            }
+        } finally {
+            treeIndex.deactivate();
+        }
+    }
+
+    protected void cleanupAndGetValidFilesInternal(FilenameFilter filter,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, ArrayList<ComparableFileName> allFiles)
+                    throws HyracksDataException, IndexException {
+        File dir = new File(baseDir);
+        String[] files = dir.list(filter);
+        for (String fileName : files) {
+            File file = new File(dir.getPath() + File.separator + fileName);
+            FileReference fileRef = new FileReference(file);
+            if (treeFactory == null || isValidTreeIndex(treeFactory.createIndexInstance(fileRef))) {
+                allFiles.add(new ComparableFileName(fileRef));
+            } else {
+                file.delete();
+            }
+        }
+    }
+
+    protected void validateFiles(HashSet<String> groundTruth, ArrayList<ComparableFileName> validFiles,
+            FilenameFilter filter, TreeIndexFactory<? extends ITreeIndex> treeFactory) throws HyracksDataException,
+            IndexException {
+        ArrayList<ComparableFileName> tmpAllInvListsFiles = new ArrayList<ComparableFileName>();
+        cleanupAndGetValidFilesInternal(filter, treeFactory, tmpAllInvListsFiles);
+        for (ComparableFileName cmpFileName : tmpAllInvListsFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            String file = cmpFileName.fileName.substring(0, index);
+            if (groundTruth.contains(file)) {
+                validFiles.add(cmpFileName);
+            } else {
+                File invalidFile = new File(cmpFileName.fullPath);
+                invalidFile.delete();
+            }
+        }
+    }
+
+    @Override
+    public void createDirs() {
+        File f = new File(baseDir);
+        f.mkdirs();
+    }
+
+    @Override
+    public void deleteDirs() {
+        File f = new File(baseDir);
+        delete(f);
+    }
+
+    private void delete(File f) {
+        if (f.isDirectory()) {
+            for (File c : f.listFiles()) {
+                delete(c);
+            }
+        }
+        f.delete();
+    }
+
+    protected static FilenameFilter bloomFilterFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BLOOM_FILTER_STRING);
+        }
+    };
+
+    protected FileReference createFlushFile(String relFlushFileName) {
+        return new FileReference(new File(relFlushFileName));
+    }
+
+    protected FileReference createMergeFile(String relMergeFileName) {
+        return createFlushFile(relMergeFileName);
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        String ts = getCurrentTimestamp();
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseDir + ts + SPLIT_STRING + ts), null, null);
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseDir + firstTimestampRange[0] + SPLIT_STRING
+                + lastTimestampRange[1]), null, null);
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files and delete invalid files
+        // There are two types of invalid files:
+        // (1) The isValid flag is not set
+        // (2) The file's interval is contained by some other file
+        // Here, we only filter out (1).
+        cleanupAndGetValidFilesInternal(fileNameFilter, treeFactory, allFiles);
+
+        if (allFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allFiles.get(0).fileRef, null, null));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allFiles);
+
+        List<ComparableFileName> validComparableFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName last = allFiles.get(0);
+        validComparableFiles.add(last);
+        for (int i = 1; i < allFiles.size(); i++) {
+            ComparableFileName current = allFiles.get(i);
+            // The current start timestamp is greater than last stop timestamp so current is valid.
+            if (current.interval[0].compareTo(last.interval[1]) > 0) {
+                validComparableFiles.add(current);
+                last = current;
+            } else if (current.interval[0].compareTo(last.interval[0]) >= 0
+                    && current.interval[1].compareTo(last.interval[1]) <= 0) {
+                // The current file is completely contained in the interval of the
+                // last file. Thus the last file must contain at least as much information
+                // as the current file, so delete the current file.
+                current.fileRef.delete();
+            } else {
+                // This scenario should not be possible since timestamps are monotonically increasing.
+                throw new HyracksDataException("Found LSM files with overlapping timestamp intervals, "
+                        + "but the intervals were not contained by another file.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer files come first.
+        Collections.sort(validComparableFiles, recencyCmp);
+        for (ComparableFileName cmpFileName : validComparableFiles) {
+            validFiles.add(new LSMComponentFileReferences(cmpFileName.fileRef, null, null));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public Comparator<String> getFileNameComparator() {
+        return cmp;
+    }
+
+    /**
+     * Sorts strings in reverse lexicographical order. The way we construct the
+     * file names above guarantees that:
+     * 1. Flushed files sort lower than merged files
+     * 2. Flushed files are sorted from newest to oldest (based on the timestamp
+     * string)
+     */
+    private class FileNameComparator implements Comparator<String> {
+        @Override
+        public int compare(String a, String b) {
+            // Consciously ignoring locale.
+            return -a.compareTo(b);
+        }
+    }
+
+    @Override
+    public String getBaseDir() {
+        return baseDir;
+    }
+
+    @Override
+    public void recoverTransaction() throws HyracksDataException {
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        try {
+            if (files.length == 0) {
+                // Do nothing
+            } else if (files.length > 1) {
+                throw new HyracksDataException("Found more than one transaction");
+            } else {
+                Files.delete(Paths.get(dir.getPath() + File.separator + files[0]));
+            }
+        } catch (IOException e) {
+            throw new HyracksDataException("Failed to recover transaction", e);
+        }
+    }
+
+    protected class ComparableFileName implements Comparable<ComparableFileName> {
+        public final FileReference fileRef;
+        public final String fullPath;
+        public final String fileName;
+
+        // Timestamp interval.
+        public final String[] interval;
+
+        public ComparableFileName(FileReference fileRef) {
+            this.fileRef = fileRef;
+            this.fullPath = fileRef.getFile().getAbsolutePath();
+            this.fileName = fileRef.getFile().getName();
+            interval = fileName.split(SPLIT_STRING);
+        }
+
+        @Override
+        public int compareTo(ComparableFileName b) {
+            int startCmp = interval[0].compareTo(b.interval[0]);
+            if (startCmp != 0) {
+                return startCmp;
+            }
+            return b.interval[1].compareTo(interval[1]);
+        }
+    }
+
+    private class RecencyComparator implements Comparator<ComparableFileName> {
+        @Override
+        public int compare(ComparableFileName a, ComparableFileName b) {
+            int cmp = -a.interval[0].compareTo(b.interval[0]);
+            if (cmp != 0) {
+                return cmp;
+            }
+            return -a.interval[1].compareTo(b.interval[1]);
+        }
+    }
+
+    // This function is used to delete transaction files for aborted transactions
+    @Override
+    public void deleteTransactionFiles() throws HyracksDataException {
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        if (files.length == 0) {
+            // Do nothing
+        } else if (files.length > 1) {
+            throw new HyracksDataException("Found more than one transaction");
+        } else {
+            //create transaction filter
+            FilenameFilter transactionFilter = createTransactionFilter(files[0], true);
+            String[] componentsFiles = dir.list(transactionFilter);
+            for (String fileName : componentsFiles) {
+                try {
+                    String absFileName = dir.getPath() + File.separator + fileName;
+                    Files.delete(Paths.get(absFileName));
+                } catch (IOException e) {
+                    throw new HyracksDataException("Failed to delete transaction files", e);
+                }
+            }
+            // delete the txn lock file
+            String absFileName = dir.getPath() + File.separator + files[0];
+            try {
+                Files.delete(Paths.get(absFileName));
+            } catch (IOException e) {
+                throw new HyracksDataException("Failed to delete transaction files", e);
+            }
+        }
+    }
+
+    @Override
+    public LSMComponentFileReferences getNewTransactionFileReference() throws IOException {
+        return null;
+    }
+
+    @Override
+    public LSMComponentFileReferences getTransactionFileReferenceForCommit() throws HyracksDataException {
+        return null;
+    }
+
+    protected static FilenameFilter transactionFileNameFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return name.startsWith(".T");
+        }
+    };
+
+    protected static FilenameFilter dummyFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return true;
+        }
+    };
+
+    protected static FilenameFilter createTransactionFilter(String transactionFileName, final boolean inclusive) {
+        final String timeStamp = transactionFileName.substring(transactionFileName.indexOf(TRANSACTION_PREFIX)
+                + TRANSACTION_PREFIX.length());
+        return new FilenameFilter() {
+            @Override
+            public boolean accept(File dir, String name) {
+                if (inclusive) {
+                    return name.startsWith(timeStamp);
+                } else {
+                    return !name.startsWith(timeStamp);
+                }
+            }
+        };
+    }
+
+    protected FilenameFilter getTransactionFileFilter(boolean inclusive) {
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        if (files.length == 0) {
+            return dummyFilter;
+        } else {
+            return createTransactionFilter(files[0], inclusive);
+        }
+    }
+
+    protected FilenameFilter getCompoundFilter(final FilenameFilter filter1, final FilenameFilter filter2) {
+        return new FilenameFilter() {
+            @Override
+            public boolean accept(File dir, String name) {
+                return (filter1.accept(dir, name) && filter2.accept(dir, name));
+            }
+        };
+    }
+
+    /**
+     * @return The string format of the current timestamp.
+     *         The returned results of this method are guaranteed to not have duplicates.
+     */
+    protected String getCurrentTimestamp() {
+        Date date = new Date();
+        String ts = formatter.format(date);
+        /**
+         * prevent a corner case where the same timestamp can be given.
+         */
+        while (prevTimestamp != null && ts.compareTo(prevTimestamp) == 0) {
+            try {
+                Thread.sleep(1);
+                date = new Date();
+                ts = formatter.format(date);
+            } catch (InterruptedException e) {
+                //ignore
+            }
+        }
+        prevTimestamp = ts;
+        return ts;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractMemoryLSMComponent.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractMemoryLSMComponent.java
new file mode 100644
index 0000000..4b8fc9b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AbstractMemoryLSMComponent.java
@@ -0,0 +1,209 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public abstract class AbstractMemoryLSMComponent extends AbstractLSMComponent {
+
+    private final IVirtualBufferCache vbc;
+    private final AtomicBoolean isModified;
+    private int writerCount;
+    private boolean requestedToBeActive;
+
+    public AbstractMemoryLSMComponent(IVirtualBufferCache vbc, boolean isActive, ILSMComponentFilter filter) {
+        super(filter);
+        this.vbc = vbc;
+        writerCount = 0;
+        if (isActive) {
+            state = ComponentState.READABLE_WRITABLE;
+        } else {
+            state = ComponentState.INACTIVE;
+        }
+        isModified = new AtomicBoolean();
+    }
+
+    public AbstractMemoryLSMComponent(IVirtualBufferCache vbc, boolean isActive) {
+        this(vbc, isActive, null);
+    }
+
+    @Override
+    public boolean threadEnter(LSMOperationType opType, boolean isMutableComponent) throws HyracksDataException {
+        if (state == ComponentState.INACTIVE && requestedToBeActive) {
+            state = ComponentState.READABLE_WRITABLE;
+            requestedToBeActive = false;
+        }
+        switch (opType) {
+            case FORCE_MODIFICATION:
+                if (isMutableComponent) {
+                    if (state == ComponentState.READABLE_WRITABLE || state == ComponentState.READABLE_UNWRITABLE) {
+                        writerCount++;
+                    } else {
+                        return false;
+                    }
+                } else {
+                    if (state == ComponentState.READABLE_UNWRITABLE
+                            || state == ComponentState.READABLE_UNWRITABLE_FLUSHING) {
+                        readerCount++;
+                    } else {
+                        return false;
+                    }
+                }
+                break;
+            case MODIFICATION:
+                if (isMutableComponent) {
+                    if (state == ComponentState.READABLE_WRITABLE) {
+                        writerCount++;
+                    } else {
+                        return false;
+                    }
+                } else {
+                    if (state == ComponentState.READABLE_UNWRITABLE
+                            || state == ComponentState.READABLE_UNWRITABLE_FLUSHING) {
+                        readerCount++;
+                    } else {
+                        return false;
+                    }
+                }
+                break;
+            case REPLICATE:
+            case SEARCH:
+                if (state == ComponentState.READABLE_WRITABLE || state == ComponentState.READABLE_UNWRITABLE
+                        || state == ComponentState.READABLE_UNWRITABLE_FLUSHING) {
+                    readerCount++;
+                } else {
+                    return false;
+                }
+                break;
+            case FLUSH:
+                if (state == ComponentState.READABLE_WRITABLE || state == ComponentState.READABLE_UNWRITABLE) {
+                    if (writerCount != 0) {
+                        throw new IllegalStateException("Trying to flush when writerCount != 0");
+                    }
+                    state = ComponentState.READABLE_UNWRITABLE_FLUSHING;
+                    readerCount++;
+                } else {
+                    return false;
+                }
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+        return true;
+    }
+
+    @Override
+    public void threadExit(LSMOperationType opType, boolean failedOperation, boolean isMutableComponent)
+            throws HyracksDataException {
+        switch (opType) {
+            case FORCE_MODIFICATION:
+            case MODIFICATION:
+                if (isMutableComponent) {
+                    writerCount--;
+                    //A failed operation should not change the component state since it's better for the failed operation's effect to be no-op.
+                    if (state == ComponentState.READABLE_WRITABLE && !failedOperation && isFull()) {
+                        state = ComponentState.READABLE_UNWRITABLE;
+                    }
+                } else {
+                    readerCount--;
+                    if (state == ComponentState.UNREADABLE_UNWRITABLE && readerCount == 0) {
+                        state = ComponentState.INACTIVE;
+                    }
+                }
+                break;
+            case REPLICATE:
+            case SEARCH:
+                readerCount--;
+                if (state == ComponentState.UNREADABLE_UNWRITABLE && readerCount == 0) {
+                    state = ComponentState.INACTIVE;
+                }
+                break;
+            case FLUSH:
+                if (state != ComponentState.READABLE_UNWRITABLE_FLUSHING) {
+                    throw new IllegalStateException("Flush sees an illegal LSM memory compoenent state: " + state);
+                }
+                readerCount--;
+                if (readerCount == 0) {
+                    state = ComponentState.INACTIVE;
+                } else {
+                    state = ComponentState.UNREADABLE_UNWRITABLE;
+                }
+                break;
+            default:
+                throw new UnsupportedOperationException("Unsupported operation " + opType);
+        }
+
+        if (readerCount <= -1 || writerCount <= -1) {
+            throw new IllegalStateException("Invalid reader or writer count " + readerCount + " - " + writerCount);
+        }
+    }
+
+    public boolean isReadable() {
+        if (state == ComponentState.INACTIVE || state == ComponentState.UNREADABLE_UNWRITABLE) {
+            return false;
+        }
+        return true;
+    }
+
+    @Override
+    public LSMComponentType getType() {
+        return LSMComponentType.MEMORY;
+    }
+
+    @Override
+    public ComponentState getState() {
+        return state;
+    }
+
+    public void setState(ComponentState state) {
+        this.state = state;
+    }
+
+    public void setActive() {
+        requestedToBeActive = true;
+    }
+
+    public void setIsModified() {
+        isModified.set(true);
+    }
+
+    public boolean isModified() {
+        return isModified.get();
+    }
+
+    public boolean isFull() {
+        return vbc.isFull();
+    }
+
+    protected void reset() throws HyracksDataException {
+        isModified.set(false);
+        if (filter != null) {
+            filter.reset();
+        }
+    }
+
+    public int getWriterCount() {
+        return writerCount;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AsynchronousScheduler.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AsynchronousScheduler.java
new file mode 100644
index 0000000..2899849
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/AsynchronousScheduler.java
@@ -0,0 +1,104 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.HashMap;
+import java.util.Map;
+import java.util.PriorityQueue;
+import java.util.concurrent.Callable;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.RunnableFuture;
+import java.util.concurrent.SynchronousQueue;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation.LSMIOOpertionType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+
+public class AsynchronousScheduler implements ILSMIOOperationScheduler {
+    // Since this is a asynchronous scheduler, we make sure that flush operations coming from the same lsm index
+    // will be executed serially in same order of scheduling the operations. Look at asterix issue 630.
+
+    public final static AsynchronousScheduler INSTANCE = new AsynchronousScheduler();
+    private ExecutorService executor;
+    private final Map<String, ILSMIOOperation> runningFlushOperations = new HashMap<String, ILSMIOOperation>();
+    private final Map<String, PriorityQueue<ILSMIOOperation>> waitingFlushOperations = new HashMap<String, PriorityQueue<ILSMIOOperation>>();
+
+    public void init(ThreadFactory threadFactory) {
+        // Creating an executor with the same configuration of Executors.newCachedThreadPool.
+        executor = new ThreadPoolExecutor(0, Integer.MAX_VALUE, 60L, TimeUnit.SECONDS,
+                new SynchronousQueue<Runnable>(), threadFactory) {
+
+            @Override
+            protected <T> RunnableFuture<T> newTaskFor(Callable<T> callable) {
+                return new LSMIOOperationTask<T>(callable);
+            }
+
+            @SuppressWarnings("unchecked")
+            @Override
+            protected void afterExecute(Runnable r, Throwable t) {
+                super.afterExecute(r, t);
+                LSMIOOperationTask<Boolean> task = (LSMIOOperationTask<Boolean>) r;
+                ILSMIOOperation executedOp = task.getOperation();
+                String id = executedOp.getIndexUniqueIdentifier();
+                synchronized (this) {
+                    runningFlushOperations.remove(id);
+                    if (waitingFlushOperations.containsKey(id)) {
+                        try {
+                            ILSMIOOperation op = waitingFlushOperations.get(id).poll();
+                            if (op != null) {
+                                scheduleOperation(op);
+                            } else {
+                                waitingFlushOperations.remove(id);
+                            }
+                        } catch (HyracksDataException e) {
+                            t = e.getCause();
+                        }
+                    }
+                }
+            }
+        };
+    }
+
+    @Override
+    public void scheduleOperation(ILSMIOOperation operation) throws HyracksDataException {
+        if (operation.getIOOpertionType() == LSMIOOpertionType.MERGE) {
+            executor.submit(operation);
+        } else {
+            String id = operation.getIndexUniqueIdentifier();
+            synchronized (executor) {
+                if (runningFlushOperations.containsKey(id)) {
+                    if (waitingFlushOperations.containsKey(id)) {
+                        waitingFlushOperations.get(id).offer(operation);
+                    } else {
+                        PriorityQueue<ILSMIOOperation> q = new PriorityQueue<ILSMIOOperation>();
+                        q.offer(operation);
+                        waitingFlushOperations.put(id, q);
+                    }
+                } else {
+                    runningFlushOperations.put(id, operation);
+                    executor.submit(operation);
+                }
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BTreeFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
new file mode 100644
index 0000000..c6712c1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class BTreeFactory extends TreeIndexFactory<BTree> {
+
+    public BTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IMetadataManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount);
+    }
+
+    @Override
+    public BTree createIndexInstance(FileReference file) throws IndexException {
+        try {
+            return new BTree(bufferCache, fileMapProvider, freePageManagerFactory.createFreePageManager(),
+                    interiorFrameFactory, leafFrameFactory, cmpFactories, fieldCount, file);
+        } catch (HyracksDataException e) {
+            throw new IndexException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java
new file mode 100644
index 0000000..a9a2129
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BlockingIOOperationCallbackWrapper.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public class BlockingIOOperationCallbackWrapper implements ILSMIOOperationCallback {
+
+    private boolean notified = false;
+
+    private final ILSMIOOperationCallback wrappedCallback;
+
+    public BlockingIOOperationCallbackWrapper(ILSMIOOperationCallback callback) {
+        this.wrappedCallback = callback;
+    }
+
+    public synchronized void waitForIO() throws InterruptedException {
+        if (!notified) {
+            wait();
+        }
+        notified = false;
+    }
+
+    @Override
+    public void beforeOperation(LSMOperationType opType) throws HyracksDataException {
+        wrappedCallback.beforeOperation(opType);
+    }
+
+    @Override
+    public void afterOperation(LSMOperationType opType, List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException {
+        wrappedCallback.afterOperation(opType, oldComponents, newComponent);
+    }
+
+    @Override
+    public synchronized void afterFinalize(LSMOperationType opType, ILSMComponent newComponent) throws HyracksDataException {
+        wrappedCallback.afterFinalize(opType, newComponent);
+        notifyAll();
+        notified = true;
+    }
+
+    @Override
+    public void setNumOfMutableComponents(int count) {
+        wrappedCallback.setNumOfMutableComponents(count);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java
new file mode 100644
index 0000000..f84aeb5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/BloomFilterAwareBTreePointSearchCursor.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+
+public class BloomFilterAwareBTreePointSearchCursor extends BTreeRangeSearchCursor {
+    private BloomFilter bloomFilter;
+    private long[] hashes = new long[2];
+
+    public BloomFilterAwareBTreePointSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes,
+            BloomFilter bloomFilter) {
+        super(frame, exclusiveLatchNodes);
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (bloomFilter.contains(lowKey, hashes)) {
+            return super.hasNext();
+        }
+        return false;
+    }
+
+    @Override
+    public boolean isBloomFilterAware() {
+        return true;
+    }
+
+    public void resetBloomFilter(BloomFilter bloomFilter) {
+        this.bloomFilter = bloomFilter;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
new file mode 100644
index 0000000..93d6fd4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.ComponentState;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+
+public class ConstantMergePolicy implements ILSMMergePolicy {
+    private int numComponents;
+
+    @Override
+    public void diskComponentAdded(final ILSMIndex index, boolean fullMergeIsRequested) throws HyracksDataException,
+            IndexException {
+        List<ILSMComponent> immutableComponents = index.getImmutableComponents();
+        for (ILSMComponent c : immutableComponents) {
+            if (c.getState() != ComponentState.READABLE_UNWRITABLE) {
+                return;
+            }
+        }
+        if (fullMergeIsRequested) {
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFullMerge(index.getIOOperationCallback());
+        } else if (immutableComponents.size() >= numComponents) {
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleMerge(index.getIOOperationCallback(), immutableComponents);
+        }
+    }
+
+    @Override
+    public void configure(Map<String, String> properties) {
+        numComponents = Integer.parseInt(properties.get("num-components"));
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyFactory.java
new file mode 100644
index 0000000..08672a5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ConstantMergePolicyFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+
+public class ConstantMergePolicyFactory implements ILSMMergePolicyFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final String[] SET_VALUES = new String[] { "num-components" };
+    private static final Set<String> PROPERTIES_NAMES = new HashSet<String>(Arrays.asList(SET_VALUES));
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IHyracksTaskContext ctx) {
+        ILSMMergePolicy policy = new ConstantMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+
+    @Override
+    public String getName() {
+        return "constant";
+    }
+
+    @Override
+    public Set<String> getPropertiesNames() {
+        return PROPERTIES_NAMES;
+    }
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IIndexLifecycleManager ilcm) {
+        ILSMMergePolicy policy = new ConstantMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ExternalIndexHarness.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ExternalIndexHarness.java
new file mode 100644
index 0000000..8e39223
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ExternalIndexHarness.java
@@ -0,0 +1,368 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.IReplicationJob.ReplicationOperation;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ITwoPCIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public class ExternalIndexHarness extends LSMHarness {
+    private static final Logger LOGGER = Logger.getLogger(ExternalIndexHarness.class.getName());
+
+    public ExternalIndexHarness(ILSMIndexInternal lsmIndex, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, boolean replicationEnabled) {
+        super(lsmIndex, mergePolicy, opTracker, replicationEnabled);
+    }
+
+    @Override
+    protected boolean getAndEnterComponents(ILSMIndexOperationContext ctx, LSMOperationType opType,
+            boolean isTryOperation) throws HyracksDataException {
+        synchronized (opTracker) {
+            while (true) {
+                lsmIndex.getOperationalComponents(ctx);
+                // Before entering the components, prune those corner cases that indeed should not proceed.
+                switch (opType) {
+                    case MERGE:
+                        if (ctx.getComponentHolder().size() < 2) {
+                            // There is only a single component. There is nothing to merge.
+                            return false;
+                        }
+                    default:
+                        break;
+                }
+                if (enterComponents(ctx, opType)) {
+                    return true;
+                } else if (isTryOperation) {
+                    return false;
+                }
+            }
+        }
+    }
+
+    @Override
+    protected boolean enterComponents(ILSMIndexOperationContext ctx, LSMOperationType opType)
+            throws HyracksDataException {
+        List<ILSMComponent> components = ctx.getComponentHolder();
+        int numEntered = 0;
+        boolean entranceSuccessful = false;
+        try {
+            for (ILSMComponent c : components) {
+                if (!c.threadEnter(opType, false)) {
+                    break;
+                }
+                numEntered++;
+            }
+            entranceSuccessful = numEntered == components.size();
+        } finally {
+            if (!entranceSuccessful) {
+                for (ILSMComponent c : components) {
+                    if (numEntered == 0) {
+                        break;
+                    }
+                    c.threadExit(opType, true, false);
+                    numEntered--;
+                }
+                return false;
+            }
+        }
+        // Check if there is any action that is needed to be taken based on the operation type
+        switch (opType) {
+            case MERGE:
+                lsmIndex.getIOOperationCallback().beforeOperation(LSMOperationType.MERGE);
+            default:
+                break;
+        }
+        opTracker.beforeOperation(lsmIndex, opType, ctx.getSearchOperationCallback(), ctx.getModificationCallback());
+        return true;
+    }
+
+    private void exitComponents(ILSMIndexOperationContext ctx, LSMOperationType opType, ILSMComponent newComponent,
+            boolean failedOperation) throws HyracksDataException, IndexException {
+        synchronized (opTracker) {
+            try {
+                // First check if there is any action that is needed to be taken based on the state of each component.
+                for (ILSMComponent c : ctx.getComponentHolder()) {
+                    c.threadExit(opType, failedOperation, false);
+                    switch (c.getState()) {
+                        case INACTIVE:
+                            if (replicationEnabled) {
+                                componentsToBeReplicated.clear();
+                                componentsToBeReplicated.add(c);
+                                lsmIndex.scheduleReplication(null, componentsToBeReplicated, false,
+                                        ReplicationOperation.DELETE, opType);
+                            }
+                            ((AbstractDiskLSMComponent) c).destroy();
+                            break;
+                        default:
+                            break;
+                    }
+                }
+                // Then, perform any action that is needed to be taken based on the operation type.
+                switch (opType) {
+                    case MERGE:
+                        // newComponent is null if the merge op. was not performed.
+                        if (newComponent != null) {
+                            beforeSubsumeMergedComponents(newComponent, ctx.getComponentHolder());
+                            lsmIndex.subsumeMergedComponents(newComponent, ctx.getComponentHolder());
+                            if (replicationEnabled) {
+                                componentsToBeReplicated.clear();
+                                componentsToBeReplicated.add(newComponent);
+                                triggerReplication(componentsToBeReplicated, false, opType);
+                            }
+                            mergePolicy.diskComponentAdded(lsmIndex, fullMergeIsRequested.get());
+                        }
+                        break;
+                    default:
+                        break;
+                }
+            } finally {
+                opTracker.afterOperation(lsmIndex, opType, ctx.getSearchOperationCallback(),
+                        ctx.getModificationCallback());
+            }
+        }
+    }
+
+    @Override
+    public void forceModify(ILSMIndexOperationContext ctx, ITupleReference tuple) throws HyracksDataException,
+            IndexException {
+        throw new IndexException("2PC LSM Inedx doesn't support modify");
+    }
+
+    @Override
+    public boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple)
+            throws HyracksDataException, IndexException {
+        throw new IndexException("2PC LSM Inedx doesn't support modify");
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ctx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.SEARCH;
+        getAndEnterComponents(ctx, opType, false);
+        try {
+            lsmIndex.search(ctx, cursor, pred);
+        } catch (HyracksDataException | IndexException e) {
+            exitComponents(ctx, opType, null, true);
+            throw e;
+        }
+    }
+
+    @Override
+    public void endSearch(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        if (ctx.getOperation() == IndexOperation.SEARCH) {
+            try {
+                exitComponents(ctx, LSMOperationType.SEARCH, null, false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        if (!getAndEnterComponents(ctx, LSMOperationType.MERGE, true)) {
+            callback.afterFinalize(LSMOperationType.MERGE, null);
+            return;
+        }
+        lsmIndex.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void scheduleFullMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        fullMergeIsRequested.set(true);
+        if (!getAndEnterComponents(ctx, LSMOperationType.MERGE, true)) {
+            // If the merge cannot be scheduled because there is already an ongoing merge on subset/all of the components, then
+            // whenever the current merge has finished, it will schedule the full merge again.
+            callback.afterFinalize(LSMOperationType.MERGE, null);
+            return;
+        }
+        fullMergeIsRequested.set(false);
+        lsmIndex.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void merge(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Started a merge operation for index: " + lsmIndex + " ...");
+        }
+
+        ILSMComponent newComponent = null;
+        try {
+            newComponent = lsmIndex.merge(operation);
+            operation.getCallback().afterOperation(LSMOperationType.MERGE, ctx.getComponentHolder(), newComponent);
+            lsmIndex.markAsValid(newComponent);
+        } finally {
+            exitComponents(ctx, LSMOperationType.MERGE, newComponent, false);
+            operation.getCallback().afterFinalize(LSMOperationType.MERGE, newComponent);
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Finished the merge operation for index: " + lsmIndex);
+        }
+    }
+
+    @Override
+    public void addBulkLoadedComponent(ILSMComponent c) throws HyracksDataException, IndexException {
+        lsmIndex.markAsValid(c);
+        synchronized (opTracker) {
+            lsmIndex.addComponent(c);
+            if (replicationEnabled) {
+                componentsToBeReplicated.clear();
+                componentsToBeReplicated.add(c);
+                triggerReplication(componentsToBeReplicated, true, LSMOperationType.MERGE);
+            }
+            // Enter the component
+            enterComponent(c);
+            mergePolicy.diskComponentAdded(lsmIndex, false);
+        }
+    }
+
+    // Three differences from  addBulkLoadedComponent
+    // 1. this needs synchronization since others might be accessing the index (specifically merge operations that might change the lists of components)
+    // 2. the actions taken by the index itself are different
+    // 3. the component has already been marked valid by the bulk update operation
+    public void addTransactionComponents(ILSMComponent newComponent) throws HyracksDataException, IndexException {
+        ITwoPCIndex index = (ITwoPCIndex) lsmIndex;
+        synchronized (opTracker) {
+            List<ILSMComponent> newerList;
+            List<ILSMComponent> olderList;
+            if (index.getCurrentVersion() == 0) {
+                newerList = index.getFirstComponentList();
+                olderList = index.getSecondComponentList();
+            } else {
+                newerList = index.getSecondComponentList();
+                olderList = index.getFirstComponentList();
+            }
+            // Exit components in old version of the index so they are ready to be
+            // deleted if they are not needed anymore
+            for (ILSMComponent c : olderList) {
+                exitComponent(c);
+            }
+            // Enter components in the newer list
+            for (ILSMComponent c : newerList) {
+                enterComponent(c);
+            }
+            if (newComponent != null) {
+                // Enter new component
+                enterComponent(newComponent);
+            }
+            index.commitTransactionDiskComponent(newComponent);
+            mergePolicy.diskComponentAdded(lsmIndex, fullMergeIsRequested.get());
+        }
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        callback.afterFinalize(LSMOperationType.FLUSH, null);
+    }
+
+    @Override
+    public void flush(ILSMIndexOperationContext ctx, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException {
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    public void beforeSubsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException {
+        ITwoPCIndex index = (ITwoPCIndex) lsmIndex;
+        // check if merge will affect the first list
+        if (index.getFirstComponentList().containsAll(mergedComponents)) {
+            // exit un-needed components
+            for (ILSMComponent c : mergedComponents) {
+                exitComponent(c);
+            }
+            // enter new component
+            enterComponent(newComponent);
+        }
+        // check if merge will affect the second list
+        if (index.getSecondComponentList().containsAll(mergedComponents)) {
+            // exit un-needed components
+            for (ILSMComponent c : mergedComponents) {
+                exitComponent(c);
+            }
+            // enter new component
+            enterComponent(newComponent);
+        }
+    }
+
+    // The two methods: enterComponent and exitComponent are used to control
+    // when components are to be deleted from disk
+    private void enterComponent(ILSMComponent diskComponent) throws HyracksDataException {
+        diskComponent.threadEnter(LSMOperationType.SEARCH, false);
+    }
+
+    private void exitComponent(ILSMComponent diskComponent) throws HyracksDataException {
+        diskComponent.threadExit(LSMOperationType.SEARCH, false, false);
+        if (diskComponent.getState() == ILSMComponent.ComponentState.INACTIVE) {
+            if (replicationEnabled) {
+                componentsToBeReplicated.clear();
+                componentsToBeReplicated.add(diskComponent);
+                lsmIndex.scheduleReplication(null, componentsToBeReplicated, false, ReplicationOperation.DELETE, null);
+            }
+            ((AbstractDiskLSMComponent) diskComponent).destroy();
+        }
+    }
+
+    public void indexFirstTimeActivated() throws HyracksDataException {
+        ITwoPCIndex index = (ITwoPCIndex) lsmIndex;
+        // Enter disk components <-- To avoid deleting them when they are
+        // still needed-->
+        for (ILSMComponent c : index.getFirstComponentList()) {
+            enterComponent(c);
+        }
+        for (ILSMComponent c : index.getSecondComponentList()) {
+            enterComponent(c);
+        }
+    }
+
+    public void indexClear() throws HyracksDataException {
+        ITwoPCIndex index = (ITwoPCIndex) lsmIndex;
+        for (ILSMComponent c : index.getFirstComponentList()) {
+            exitComponent(c);
+        }
+        for (ILSMComponent c : index.getSecondComponentList()) {
+            exitComponent(c);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/IndexFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/IndexFactory.java
new file mode 100644
index 0000000..8897a2f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/IndexFactory.java
@@ -0,0 +1,47 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class IndexFactory<T extends IIndex> {
+
+    protected final IBufferCache bufferCache;
+    protected final IFileMapProvider fileMapProvider;
+    protected final IMetadataManagerFactory freePageManagerFactory;
+
+    public IndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IMetadataManagerFactory freePageManagerFactory) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.freePageManagerFactory = freePageManagerFactory;
+    }
+
+    public abstract T createIndexInstance(FileReference file) throws IndexException;
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java
new file mode 100644
index 0000000..8e98087
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFileReferences.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.io.FileReference;
+
+public final class LSMComponentFileReferences {
+
+    // The FileReference for the index that is used for inserting records of the component. For instance, this will be the FileReference of the RTree in one component of the LSM-RTree.
+    private final FileReference insertIndexFileReference;
+    // This FileReference for the delete index (if any). For example, this will be the the FileReference of the buddy BTree in one component of the LSM-RTree.
+    private final FileReference deleteIndexFileReference;
+
+    // This FileReference for the bloom filter (if any).
+    private final FileReference bloomFilterFileReference;
+
+    public LSMComponentFileReferences(FileReference insertIndexFileReference, FileReference deleteIndexFileReference,
+            FileReference bloomFilterFileReference) {
+        this.insertIndexFileReference = insertIndexFileReference;
+        this.deleteIndexFileReference = deleteIndexFileReference;
+        this.bloomFilterFileReference = bloomFilterFileReference;
+    }
+
+    public FileReference getInsertIndexFileReference() {
+        return insertIndexFileReference;
+    }
+
+    public FileReference getDeleteIndexFileReference() {
+        return deleteIndexFileReference;
+    }
+
+    public FileReference getBloomFilterFileReference() {
+        return bloomFilterFileReference;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilter.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilter.java
new file mode 100644
index 0000000..f7bc2ad
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilter.java
@@ -0,0 +1,139 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+
+public class LSMComponentFilter implements ILSMComponentFilter {
+
+    private final IBinaryComparatorFactory[] filterCmpFactories;
+    private final ITreeIndexTupleWriter tupleWriter;
+
+    private ITupleReference minTuple;
+    private ITupleReference maxTuple;
+
+    private byte[] minTupleBytes;
+    private ByteBuffer minTupleBuf;
+
+    private byte[] maxTupleBytes;
+    private ByteBuffer maxTupleBuf;
+
+    public LSMComponentFilter(ITreeIndexTupleWriter tupleWriter, IBinaryComparatorFactory[] filterCmpFactories) {
+        this.filterCmpFactories = filterCmpFactories;
+        this.tupleWriter = tupleWriter;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getFilterCmpFactories() {
+        return filterCmpFactories;
+    }
+
+    @Override
+    public void reset() {
+        minTuple = null;
+        maxTuple = null;
+        minTupleBytes = null;
+        maxTupleBytes = null;
+        minTupleBuf = null;
+        maxTupleBuf = null;
+    }
+
+    @Override
+    public void update(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        if (minTuple == null) {
+            int numBytes = tupleWriter.bytesRequired(tuple);
+            minTupleBytes = new byte[numBytes];
+            tupleWriter.writeTuple(tuple, minTupleBytes, 0);
+            minTupleBuf = ByteBuffer.wrap(minTupleBytes);
+            minTuple = tupleWriter.createTupleReference();
+            ((ITreeIndexTupleReference) minTuple).resetByTupleOffset(minTupleBuf, 0);
+        } else {
+            int c = cmp.compare(tuple, minTuple);
+            if (c < 0) {
+                int numBytes = tupleWriter.bytesRequired(tuple);
+                if (minTupleBytes.length < numBytes) {
+                    minTupleBytes = new byte[numBytes];
+                    tupleWriter.writeTuple(tuple, minTupleBytes, 0);
+                    minTupleBuf = ByteBuffer.wrap(minTupleBytes);
+                } else {
+                    tupleWriter.writeTuple(tuple, minTupleBytes, 0);
+                }
+                ((ITreeIndexTupleReference) minTuple).resetByTupleOffset(minTupleBuf, 0);
+            }
+        }
+        if (maxTuple == null) {
+            int numBytes = tupleWriter.bytesRequired(tuple);
+            maxTupleBytes = new byte[numBytes];
+            tupleWriter.writeTuple(tuple, maxTupleBytes, 0);
+            maxTupleBuf = ByteBuffer.wrap(maxTupleBytes);
+            maxTuple = tupleWriter.createTupleReference();
+            ((ITreeIndexTupleReference) maxTuple).resetByTupleOffset(maxTupleBuf, 0);
+        } else {
+            int c = cmp.compare(tuple, maxTuple);
+            if (c > 0) {
+                int numBytes = tupleWriter.bytesRequired(tuple);
+                if (maxTupleBytes.length < numBytes) {
+                    maxTupleBytes = new byte[numBytes];
+                    tupleWriter.writeTuple(tuple, maxTupleBytes, 0);
+                    maxTupleBuf = ByteBuffer.wrap(maxTupleBytes);
+                } else {
+                    tupleWriter.writeTuple(tuple, maxTupleBytes, 0);
+                }
+                ((ITreeIndexTupleReference) maxTuple).resetByTupleOffset(maxTupleBuf, 0);
+            }
+        }
+    }
+
+    @Override
+    public ITupleReference getMinTuple() {
+        return minTuple;
+    }
+
+    @Override
+    public ITupleReference getMaxTuple() {
+        return maxTuple;
+    }
+
+    @Override
+    public boolean satisfy(ITupleReference minTuple, ITupleReference maxTuple, MultiComparator filterCmp)
+            throws HyracksDataException {
+        if (maxTuple != null && this.minTuple != null) {
+            int c = filterCmp.compare(maxTuple, this.minTuple);
+            if (c < 0) {
+                return false;
+            }
+        }
+        if (minTuple != null && this.maxTuple != null) {
+            int c = filterCmp.compare(minTuple, this.maxTuple);
+            if (c > 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterFactory.java
new file mode 100644
index 0000000..b69ecf2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+
+public class LSMComponentFilterFactory implements ILSMComponentFilterFactory {
+
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+    private final IBinaryComparatorFactory[] filterCmpFactories;
+
+    public LSMComponentFilterFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            IBinaryComparatorFactory[] filterCmpFactories) {
+        this.tupleWriterFactory = tupleWriterFactory;
+        this.filterCmpFactories = filterCmpFactories;
+    }
+
+    @Override
+    public ILSMComponentFilter createLSMComponentFilter() {
+        return new LSMComponentFilter(tupleWriterFactory.createTupleWriter(), filterCmpFactories);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterManager.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterManager.java
new file mode 100644
index 0000000..d0d7e69
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentFilterManager.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrame;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterManager;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class LSMComponentFilterManager implements ILSMComponentFilterManager {
+
+    private final IBufferCache bufferCache;
+    private final ILSMComponentFilterFrameFactory filterFrameFactory;
+
+    public LSMComponentFilterManager(IBufferCache bufferCache, ILSMComponentFilterFrameFactory filterFrameFactory) {
+        this.bufferCache = bufferCache;
+        this.filterFrameFactory = filterFrameFactory;
+    }
+
+    @Override
+    public void updateFilterInfo(ILSMComponentFilter filter, List<ITupleReference> filterTuples)
+            throws HyracksDataException {
+        MultiComparator filterCmp = MultiComparator.create(filter.getFilterCmpFactories());
+        for (ITupleReference tuple : filterTuples) {
+            filter.update(tuple, filterCmp);
+        }
+    }
+
+    @Override
+    public void writeFilterInfo(ILSMComponentFilter filter, ITreeIndex treeIndex ) throws HyracksDataException {
+        IMetaDataPageManager treeMetaManager = treeIndex.getMetaManager();
+        ICachedPage filterPage = null;
+        int componentFilterPageId = treeMetaManager.getFilterPageId();
+        boolean appendOnly = false;
+        int fileId = treeIndex.getFileId();
+        if(componentFilterPageId == LinkedMetaDataPageManager.NO_FILTER_IN_PLACE){//in-place mode, no filter page yet
+            ITreeIndexMetaDataFrame metadataFrame = treeIndex.getMetaManager().getMetaDataFrameFactory().createFrame();
+            int metaPageId = treeMetaManager.getFirstMetadataPage();
+            ICachedPage metadataPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, metaPageId), false);
+            metadataPage.acquireWriteLatch();
+            try{
+                metadataFrame.setPage(metadataPage);
+                componentFilterPageId = treeIndex.getMetaManager().getFreePage(metadataFrame);
+                metadataFrame.setLSMComponentFilterPageId(componentFilterPageId);
+            }
+            finally{
+                metadataPage.releaseWriteLatch(true);
+                bufferCache.unpin(metadataPage);
+            }
+        }
+        else if (componentFilterPageId <= LinkedMetaDataPageManager.NO_FILTER_APPEND_ONLY){
+            appendOnly = true;
+            filterPage = treeMetaManager.getFilterPage();
+            if(filterPage == null){
+                treeMetaManager.setFilterPage(bufferCache.confiscatePage(IBufferCache.INVALID_DPID));
+                filterPage = treeMetaManager.getFilterPage();
+            }
+        }
+        else{// in place, not a new filter page
+            filterPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, componentFilterPageId), true);
+        }
+
+        filterPage.acquireWriteLatch();
+        try {
+            ILSMComponentFilterFrame filterFrame = filterFrameFactory.createFrame();
+            filterFrame.setPage(filterPage);
+            filterFrame.initBuffer();
+            if (filter.getMinTuple() != null) {
+                filterFrame.writeMinTuple(filter.getMinTuple());
+            }
+            if (filter.getMaxTuple() != null) {
+                filterFrame.writeMaxTuple(filter.getMaxTuple());
+            }
+
+        } finally {
+            if(!appendOnly){
+                bufferCache.unpin(filterPage);
+                filterPage.releaseWriteLatch(true);
+            }
+            else{
+                filterPage.releaseWriteLatch(false);
+            }
+        }
+    }
+
+    @Override
+    public boolean readFilterInfo(ILSMComponentFilter filter, ITreeIndex treeIndex) throws HyracksDataException {
+        int fileId = treeIndex.getFileId();
+
+        IMetaDataPageManager treeMetaManager = treeIndex.getMetaManager();
+
+        int componentFilterPageId = treeMetaManager.getFilterPageId();
+        if (componentFilterPageId < 0)
+            return false;
+
+        ICachedPage filterPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, componentFilterPageId), true);
+
+        filterPage.acquireReadLatch();
+        try {
+            ILSMComponentFilterFrame filterFrame = filterFrameFactory.createFrame();
+            filterFrame.setPage(filterPage);
+
+            if (!filterFrame.isMinTupleSet() || !filterFrame.isMaxTupleSet()) {
+                return false;
+            }
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            filterTuples.add(filterFrame.getMinTuple());
+            filterTuples.add(filterFrame.getMaxTuple());
+            updateFilterInfo(filter, filterTuples);
+
+        } finally {
+            filterPage.releaseReadLatch();
+            bufferCache.unpin(filterPage);
+        }
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentState.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentState.java
new file mode 100644
index 0000000..094b6c6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMComponentState.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+public enum LSMComponentState {
+    FLUSHING,
+    MERGING,
+    DONE_FLUSHING,
+    DONE_MERGING
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java
new file mode 100644
index 0000000..21b0d8a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMHarness.java
@@ -0,0 +1,508 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.IReplicationJob.ReplicationOperation;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.ComponentState;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public class LSMHarness implements ILSMHarness {
+    private static final Logger LOGGER = Logger.getLogger(LSMHarness.class.getName());
+
+    protected final ILSMIndexInternal lsmIndex;
+    protected final ILSMMergePolicy mergePolicy;
+    protected final ILSMOperationTracker opTracker;
+    protected final AtomicBoolean fullMergeIsRequested;
+    protected final boolean replicationEnabled;
+    protected List<ILSMComponent> componentsToBeReplicated;
+
+    public LSMHarness(ILSMIndexInternal lsmIndex, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            boolean replicationEnabled) {
+        this.lsmIndex = lsmIndex;
+        this.opTracker = opTracker;
+        this.mergePolicy = mergePolicy;
+        fullMergeIsRequested = new AtomicBoolean();
+        this.replicationEnabled = replicationEnabled;
+        if (replicationEnabled) {
+            this.componentsToBeReplicated = new ArrayList<ILSMComponent>();
+        }
+    }
+
+    protected boolean getAndEnterComponents(ILSMIndexOperationContext ctx, LSMOperationType opType,
+            boolean isTryOperation) throws HyracksDataException {
+        synchronized (opTracker) {
+            while (true) {
+                lsmIndex.getOperationalComponents(ctx);
+                // Before entering the components, prune those corner cases that indeed should not proceed.
+                switch (opType) {
+                    case FLUSH:
+                        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+                        if (!((AbstractMemoryLSMComponent) flushingComponent).isModified()) {
+                            //The mutable component has not been modified by any writer. There is nothing to flush.
+                            //since the component is empty, set its state back to READABLE_WRITABLE
+                            if (((AbstractLSMIndex) lsmIndex)
+                                    .getCurrentMutableComponentState() == ComponentState.READABLE_UNWRITABLE) {
+                                ((AbstractLSMIndex) lsmIndex)
+                                        .setCurrentMutableComponentState(ComponentState.READABLE_WRITABLE);
+                            }
+                            return false;
+                        }
+                        if (((AbstractMemoryLSMComponent) flushingComponent).getWriterCount() > 0) {
+                            /*
+                             * This case is a case where even though FLUSH log was flushed to disk and scheduleFlush is triggered,
+                             * the current in-memory component (whose state was changed to READABLE_WRITABLE (RW)
+                             * from READABLE_UNWRITABLE(RU) before FLUSH log was written to log tail (which is memory buffer of log file)
+                             * and then the state was changed back to RW (as shown in the following scenario)) can have writers
+                             * based on the current code base/design.
+                             * Thus, the writer count of the component may be greater than 0.
+                             * if this happens, intead of throwing exception, scheduleFlush() deal with this situation by not flushing
+                             * the component.
+                             * Please see issue 884 for more detail information:
+                             * https://code.google.com/p/asterixdb/issues/detail?id=884&q=owner%3Akisskys%40gmail.com&colspec=ID%20Type%20Status%20Priority%20Milestone%20Owner%20Summary%20ETA%20Severity
+                             *
+                             */
+                            return false;
+                        }
+                        break;
+                    case MERGE:
+                        if (ctx.getComponentHolder().size() < 2) {
+                            // There is only a single component. There is nothing to merge.
+                            return false;
+                        }
+                    default:
+                        break;
+                }
+                if (enterComponents(ctx, opType)) {
+                    return true;
+                } else if (isTryOperation) {
+                    return false;
+                }
+                try {
+                    // Flush and merge operations should never reach this wait call, because they are always try operations.
+                    // If they fail to enter the components, then it means that there are an ongoing flush/merge operation on
+                    // the same components, so they should not proceed.
+                    opTracker.wait();
+                } catch (InterruptedException e) {
+                    throw new HyracksDataException(e);
+                }
+            }
+        }
+    }
+
+    protected boolean enterComponents(ILSMIndexOperationContext ctx, LSMOperationType opType)
+            throws HyracksDataException {
+        List<ILSMComponent> components = ctx.getComponentHolder();
+        int numEntered = 0;
+        boolean entranceSuccessful = false;
+        try {
+            for (ILSMComponent c : components) {
+                boolean isMutableComponent = numEntered == 0 && c.getType() == LSMComponentType.MEMORY ? true : false;
+                if (!c.threadEnter(opType, isMutableComponent)) {
+                    break;
+                }
+                numEntered++;
+            }
+            entranceSuccessful = numEntered == components.size();
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        } finally {
+            if (!entranceSuccessful) {
+                int i = 0;
+                for (ILSMComponent c : components) {
+                    if (numEntered == 0) {
+                        break;
+                    }
+                    boolean isMutableComponent = i == 0 && c.getType() == LSMComponentType.MEMORY ? true : false;
+                    c.threadExit(opType, true, isMutableComponent);
+                    i++;
+                    numEntered--;
+                }
+                return false;
+            }
+        }
+        // Check if there is any action that is needed to be taken based on the operation type
+        switch (opType) {
+            case FLUSH:
+                lsmIndex.getIOOperationCallback().beforeOperation(LSMOperationType.FLUSH);
+                // Changing the flush status should *always* precede changing the mutable component.
+                lsmIndex.changeFlushStatusForCurrentMutableCompoent(false);
+                lsmIndex.changeMutableComponent();
+                // Notify all waiting threads whenever a flush has been scheduled since they will check
+                // again if they can grab and enter the mutable component.
+                opTracker.notifyAll();
+                break;
+            case MERGE:
+                lsmIndex.getIOOperationCallback().beforeOperation(LSMOperationType.MERGE);
+            default:
+                break;
+        }
+        opTracker.beforeOperation(lsmIndex, opType, ctx.getSearchOperationCallback(), ctx.getModificationCallback());
+        return true;
+    }
+
+    private void exitComponents(ILSMIndexOperationContext ctx, LSMOperationType opType, ILSMComponent newComponent,
+            boolean failedOperation) throws HyracksDataException, IndexException {
+        List<ILSMComponent> inactiveDiskComponents = null;
+        List<ILSMComponent> inactiveDiskComponentsToBeDeleted = null;
+        try {
+            synchronized (opTracker) {
+                try {
+                    int i = 0;
+                    // First check if there is any action that is needed to be taken based on the state of each component.
+                    for (ILSMComponent c : ctx.getComponentHolder()) {
+                        boolean isMutableComponent = i == 0 && c.getType() == LSMComponentType.MEMORY ? true : false;
+                        c.threadExit(opType, failedOperation, isMutableComponent);
+                        if (c.getType() == LSMComponentType.MEMORY) {
+                            switch (c.getState()) {
+                                case READABLE_UNWRITABLE:
+                                    if (isMutableComponent && (opType == LSMOperationType.MODIFICATION
+                                            || opType == LSMOperationType.FORCE_MODIFICATION)) {
+                                        lsmIndex.changeFlushStatusForCurrentMutableCompoent(true);
+                                    }
+                                    break;
+                                case INACTIVE:
+                                    ((AbstractMemoryLSMComponent) c).reset();
+                                    // Notify all waiting threads whenever the mutable component's has change to inactive. This is important because
+                                    // even though we switched the mutable components, it is possible that the component that we just switched
+                                    // to is still busy flushing its data to disk. Thus, the notification that was issued upon scheduling the flush
+                                    // is not enough.
+                                    opTracker.notifyAll();
+                                    break;
+                                default:
+                                    break;
+                            }
+                        } else {
+                            switch (c.getState()) {
+                                case INACTIVE:
+                                    lsmIndex.addInactiveDiskComponent(c);
+                                    break;
+                                default:
+                                    break;
+                            }
+                        }
+                        i++;
+                    }
+                    // Then, perform any action that is needed to be taken based on the operation type.
+                    switch (opType) {
+                        case FLUSH:
+                            // newComponent is null if the flush op. was not performed.
+                            if (newComponent != null) {
+                                lsmIndex.addComponent(newComponent);
+                                if (replicationEnabled) {
+                                    componentsToBeReplicated.clear();
+                                    componentsToBeReplicated.add(newComponent);
+                                    triggerReplication(componentsToBeReplicated, false, opType);
+                                }
+                                mergePolicy.diskComponentAdded(lsmIndex, false);
+                            }
+                            break;
+                        case MERGE:
+                            // newComponent is null if the merge op. was not performed.
+                            if (newComponent != null) {
+                                lsmIndex.subsumeMergedComponents(newComponent, ctx.getComponentHolder());
+                                if (replicationEnabled) {
+                                    componentsToBeReplicated.clear();
+                                    componentsToBeReplicated.add(newComponent);
+                                    triggerReplication(componentsToBeReplicated, false, opType);
+                                }
+                                mergePolicy.diskComponentAdded(lsmIndex, fullMergeIsRequested.get());
+                            }
+                            break;
+                        default:
+                            break;
+                    }
+                } catch (Throwable e) {
+                    e.printStackTrace();
+                    throw e;
+                } finally {
+                    if (failedOperation && (opType == LSMOperationType.MODIFICATION
+                            || opType == LSMOperationType.FORCE_MODIFICATION)) {
+                        //When the operation failed, completeOperation() method must be called
+                        //in order to decrement active operation count which was incremented in beforeOperation() method.
+                        opTracker.completeOperation(lsmIndex, opType, ctx.getSearchOperationCallback(),
+                                ctx.getModificationCallback());
+                    } else {
+                        opTracker.afterOperation(lsmIndex, opType, ctx.getSearchOperationCallback(),
+                                ctx.getModificationCallback());
+                    }
+
+                    /*
+                     * = Inactive disk components lazy cleanup if any =
+                     * Prepare to cleanup inactive diskComponents which were old merged components
+                     * and not anymore accessed.
+                     * This cleanup is done outside of optracker synchronized block.
+                     */
+                    inactiveDiskComponents = lsmIndex.getInactiveDiskComponents();
+                    if (!inactiveDiskComponents.isEmpty()) {
+                        for (ILSMComponent inactiveComp : inactiveDiskComponents) {
+                            if (((AbstractDiskLSMComponent) inactiveComp).getFileReferenceCount() == 1) {
+                                if (inactiveDiskComponentsToBeDeleted == null) {
+                                    inactiveDiskComponentsToBeDeleted = new LinkedList<ILSMComponent>();
+                                }
+                                inactiveDiskComponentsToBeDeleted.add(inactiveComp);
+                            }
+                        }
+                        if (inactiveDiskComponentsToBeDeleted != null) {
+                            inactiveDiskComponents.removeAll(inactiveDiskComponentsToBeDeleted);
+                        }
+                    }
+                }
+            }
+        } finally {
+            /*
+             * cleanup inactive disk components if any
+             */
+            if (inactiveDiskComponentsToBeDeleted != null) {
+                try {
+                    //schedule a replication job to delete these inactive disk components from replicas
+                    if (replicationEnabled) {
+                        lsmIndex.scheduleReplication(null, inactiveDiskComponentsToBeDeleted, false,
+                                ReplicationOperation.DELETE, opType);
+                    }
+
+                    for (ILSMComponent c : inactiveDiskComponentsToBeDeleted) {
+                        ((AbstractDiskLSMComponent) c).destroy();
+                    }
+                } catch (Throwable e) {
+                    e.printStackTrace();
+                    throw e;
+                }
+            }
+        }
+
+    }
+
+    @Override
+    public void forceModify(ILSMIndexOperationContext ctx, ITupleReference tuple)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.FORCE_MODIFICATION;
+        modify(ctx, false, tuple, opType);
+    }
+
+    @Override
+    public boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.MODIFICATION;
+        return modify(ctx, tryOperation, tuple, opType);
+    }
+
+    private boolean modify(ILSMIndexOperationContext ctx, boolean tryOperation, ITupleReference tuple,
+            LSMOperationType opType) throws HyracksDataException, IndexException {
+        if (!lsmIndex.isMemoryComponentsAllocated()) {
+            lsmIndex.allocateMemoryComponents();
+        }
+        boolean failedOperation = false;
+        if (!getAndEnterComponents(ctx, opType, tryOperation)) {
+            return false;
+        }
+        try {
+            lsmIndex.modify(ctx, tuple);
+            // The mutable component is always in the first index.
+            AbstractMemoryLSMComponent mutableComponent = (AbstractMemoryLSMComponent) ctx.getComponentHolder().get(0);
+            mutableComponent.setIsModified();
+        } catch (Exception e) {
+            failedOperation = true;
+            throw e;
+        } finally {
+            exitComponents(ctx, opType, null, failedOperation);
+        }
+        return true;
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ctx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMOperationType opType = LSMOperationType.SEARCH;
+        ctx.setSearchPredicate(pred);
+        getAndEnterComponents(ctx, opType, false);
+        try {
+            ctx.getSearchOperationCallback().before(pred.getLowKey());
+            lsmIndex.search(ctx, cursor, pred);
+        } catch (HyracksDataException | IndexException e) {
+            exitComponents(ctx, opType, null, true);
+            throw e;
+        }
+    }
+
+    @Override
+    public void endSearch(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        if (ctx.getOperation() == IndexOperation.SEARCH) {
+            try {
+                exitComponents(ctx, LSMOperationType.SEARCH, null, false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        if (!getAndEnterComponents(ctx, LSMOperationType.FLUSH, true)) {
+            callback.afterFinalize(LSMOperationType.FLUSH, null);
+            return;
+        }
+        lsmIndex.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void flush(ILSMIndexOperationContext ctx, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Started a flush operation for index: " + lsmIndex + " ...");
+        }
+
+        ILSMComponent newComponent = null;
+        try {
+            newComponent = lsmIndex.flush(operation);
+            operation.getCallback().afterOperation(LSMOperationType.FLUSH, null, newComponent);
+            lsmIndex.markAsValid(newComponent);
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        } finally {
+            exitComponents(ctx, LSMOperationType.FLUSH, newComponent, false);
+            operation.getCallback().afterFinalize(LSMOperationType.FLUSH, newComponent);
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Finished the flush operation for index: " + lsmIndex);
+        }
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        if (!getAndEnterComponents(ctx, LSMOperationType.MERGE, true)) {
+            callback.afterFinalize(LSMOperationType.MERGE, null);
+            return;
+        }
+        lsmIndex.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void scheduleFullMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        fullMergeIsRequested.set(true);
+        if (!getAndEnterComponents(ctx, LSMOperationType.MERGE, true)) {
+            // If the merge cannot be scheduled because there is already an ongoing merge on subset/all of the components, then
+            // whenever the current merge has finished, it will schedule the full merge again.
+            callback.afterFinalize(LSMOperationType.MERGE, null);
+            return;
+        }
+        fullMergeIsRequested.set(false);
+        lsmIndex.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void merge(ILSMIndexOperationContext ctx, ILSMIOOperation operation)
+            throws HyracksDataException, IndexException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Started a merge operation for index: " + lsmIndex + " ...");
+        }
+
+        ILSMComponent newComponent = null;
+        try {
+            newComponent = lsmIndex.merge(operation);
+            operation.getCallback().afterOperation(LSMOperationType.MERGE, ctx.getComponentHolder(), newComponent);
+            lsmIndex.markAsValid(newComponent);
+        } catch (Throwable e) {
+            e.printStackTrace();
+            throw e;
+        } finally {
+            exitComponents(ctx, LSMOperationType.MERGE, newComponent, false);
+            operation.getCallback().afterFinalize(LSMOperationType.MERGE, newComponent);
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Finished the merge operation for index: " + lsmIndex);
+        }
+    }
+
+    @Override
+    public void addBulkLoadedComponent(ILSMComponent c) throws HyracksDataException, IndexException {
+        lsmIndex.markAsValid(c);
+        synchronized (opTracker) {
+            lsmIndex.addComponent(c);
+            if (replicationEnabled) {
+                componentsToBeReplicated.clear();
+                componentsToBeReplicated.add(c);
+                triggerReplication(componentsToBeReplicated, true, LSMOperationType.MERGE);
+            }
+            mergePolicy.diskComponentAdded(lsmIndex, false);
+        }
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    protected void triggerReplication(List<ILSMComponent> lsmComponents, boolean bulkload, LSMOperationType opType)
+            throws HyracksDataException {
+        ILSMIndexAccessorInternal accessor = lsmIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        accessor.scheduleReplication(lsmComponents, bulkload, opType);
+    }
+
+    @Override
+    public void scheduleReplication(ILSMIndexOperationContext ctx, List<ILSMComponent> lsmComponents, boolean bulkload,
+            LSMOperationType opType) throws HyracksDataException {
+
+        //enter the LSM components to be replicated to prevent them from being deleted until they are replicated
+        if (!getAndEnterComponents(ctx, LSMOperationType.REPLICATE, false)) {
+            return;
+        }
+
+        lsmIndex.scheduleReplication(ctx, lsmComponents, bulkload, ReplicationOperation.REPLICATE, opType);
+    }
+
+    @Override
+    public void endReplication(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        try {
+            exitComponents(ctx, LSMOperationType.REPLICATE, null, false);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIOOperationTask.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIOOperationTask.java
new file mode 100644
index 0000000..6002265
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIOOperationTask.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.concurrent.Callable;
+import java.util.concurrent.FutureTask;
+
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+
+public class LSMIOOperationTask<T> extends FutureTask<T> {
+    private final ILSMIOOperation operation;
+
+    public LSMIOOperationTask(Callable<T> callable) {
+        super(callable);
+        this.operation = (ILSMIOOperation) callable;
+    }
+
+    public ILSMIOOperation getOperation() {
+        return operation;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexReplicationJob.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexReplicationJob.java
new file mode 100644
index 0000000..18d25a8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexReplicationJob.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.replication.impl.AbstractReplicationJob;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexReplicationJob;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public class LSMIndexReplicationJob extends AbstractReplicationJob implements ILSMIndexReplicationJob {
+
+    private final ILSMIndex lsmIndex;
+    private final ILSMIndexOperationContext operationContext;
+    private final LSMOperationType LSMOpType;
+
+    public LSMIndexReplicationJob(ILSMIndex lsmIndex, ILSMIndexOperationContext operationContext,
+            Set<String> filesToReplicate, ReplicationOperation operation, ReplicationExecutionType executionType,
+            LSMOperationType opType) {
+        super(ReplicationJobType.LSM_COMPONENT, operation, executionType, filesToReplicate);
+        this.lsmIndex = lsmIndex;
+        this.operationContext = operationContext;
+        this.LSMOpType = opType;
+    }
+
+    @Override
+    public void endReplication() throws HyracksDataException {
+        if (operationContext != null) {
+            ((AbstractLSMIndex) (lsmIndex)).lsmHarness.endReplication(operationContext);
+        }
+    }
+
+    @Override
+    public ILSMIndex getLSMIndex() {
+        return lsmIndex;
+    }
+
+    @Override
+    public ILSMIndexOperationContext getLSMIndexOperationContext() {
+        return operationContext;
+    }
+
+    @Override
+    public LSMOperationType getLSMOpType() {
+        return LSMOpType;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
new file mode 100644
index 0000000..c4d2fcc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMIndexSearchCursor.java
@@ -0,0 +1,306 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Comparator;
+import java.util.List;
+import java.util.PriorityQueue;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class LSMIndexSearchCursor implements ITreeIndexCursor {
+    protected final ILSMIndexOperationContext opCtx;
+    protected final boolean returnDeletedTuples;
+    protected PriorityQueueElement outputElement;
+    protected IIndexCursor[] rangeCursors;
+    protected PriorityQueueElement[] pqes;
+    protected PriorityQueue<PriorityQueueElement> outputPriorityQueue;
+    protected PriorityQueueComparator pqCmp;
+    protected MultiComparator cmp;
+    protected boolean needPush;
+    protected boolean includeMutableComponent;
+    protected ILSMHarness lsmHarness;
+
+    protected List<ILSMComponent> operationalComponents;
+
+    public LSMIndexSearchCursor(ILSMIndexOperationContext opCtx, boolean returnDeletedTuples) {
+        this.opCtx = opCtx;
+        this.returnDeletedTuples = returnDeletedTuples;
+        outputElement = null;
+        needPush = false;
+    }
+
+    public ILSMIndexOperationContext getOpCtx() {
+        return opCtx;
+    }
+
+    public void initPriorityQueue() throws HyracksDataException, IndexException {
+        int pqInitSize = (rangeCursors.length > 0) ? rangeCursors.length : 1;
+        if (outputPriorityQueue == null) {
+            outputPriorityQueue = new PriorityQueue<PriorityQueueElement>(pqInitSize, pqCmp);
+            pqes = new PriorityQueueElement[pqInitSize];
+            for (int i = 0; i < pqInitSize; i++) {
+                pqes[i] = new PriorityQueueElement(i);
+            }
+            for (int i = 0; i < rangeCursors.length; i++) {
+                pushIntoPriorityQueue(pqes[i]);
+            }
+        } else {
+            outputPriorityQueue.clear();
+            // did size change?
+            if (pqInitSize == pqes.length) {
+                // size is the same -> re-use
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    pqes[i].reset(null);
+                    pushIntoPriorityQueue(pqes[i]);
+                }
+            } else {
+                // size changed (due to flushes, merges, etc) -> re-create
+                pqes = new PriorityQueueElement[pqInitSize];
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    pqes[i] = new PriorityQueueElement(i);
+                    pushIntoPriorityQueue(pqes[i]);
+                }
+            }
+        }
+    }
+
+    public IIndexCursor getCursor(int cursorIndex) {
+        return rangeCursors[cursorIndex];
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        outputElement = null;
+        needPush = false;
+
+        try {
+            if (outputPriorityQueue != null) {
+                outputPriorityQueue.clear();
+            }
+
+            if (rangeCursors != null) {
+                for (int i = 0; i < rangeCursors.length; i++) {
+                    rangeCursors[i].reset();
+                }
+            }
+            rangeCursors = null;
+        } finally {
+            if (lsmHarness != null) {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        checkPriorityQueue();
+        return !outputPriorityQueue.isEmpty();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        outputElement = outputPriorityQueue.poll();
+        needPush = true;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            outputPriorityQueue.clear();
+            for (int i = 0; i < rangeCursors.length; i++) {
+                rangeCursors[i].close();
+            }
+            rangeCursors = null;
+        } finally {
+            if (lsmHarness != null) {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return outputElement.getTuple();
+    }
+
+    protected boolean pushIntoPriorityQueue(PriorityQueueElement e) throws HyracksDataException, IndexException {
+        int cursorIndex = e.getCursorIndex();
+        if (rangeCursors[cursorIndex].hasNext()) {
+            rangeCursors[cursorIndex].next();
+            e.reset(rangeCursors[cursorIndex].getTuple());
+            outputPriorityQueue.offer(e);
+            return true;
+        }
+        rangeCursors[cursorIndex].close();
+        return false;
+    }
+
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        return ((ILSMTreeTupleReference) checkElement.getTuple()).isAntimatter();
+    }
+
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
+        while (!outputPriorityQueue.isEmpty() || (needPush == true)) {
+            if (!outputPriorityQueue.isEmpty()) {
+                PriorityQueueElement checkElement = outputPriorityQueue.peek();
+                // If there is no previous tuple or the previous tuple can be ignored
+                if (outputElement == null) {
+                    if (isDeleted(checkElement) && !returnDeletedTuples) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
+                        outputElement = outputPriorityQueue.poll();
+                        needPush = true;
+                    } else {
+                        break;
+                    }
+                } else {
+                    // Compare the previous tuple and the head tuple in the PQ
+                    if (compare(cmp, outputElement.getTuple(), checkElement.getTuple()) == 0) {
+                        // If the previous tuple and the head tuple are
+                        // identical
+                        // then pop the head tuple and push the next tuple from
+                        // the tree of head tuple
+
+                        // the head element of PQ is useless now
+                        PriorityQueueElement e = outputPriorityQueue.poll();
+                        pushIntoPriorityQueue(e);
+                    } else {
+                        // If the previous tuple and the head tuple are different
+                        // the info of previous tuple is useless
+                        if (needPush == true) {
+                            pushIntoPriorityQueue(outputElement);
+                            needPush = false;
+                        }
+                        outputElement = null;
+                    }
+                }
+            } else {
+                // the priority queue is empty and needPush
+                pushIntoPriorityQueue(outputElement);
+                needPush = false;
+                outputElement = null;
+            }
+        }
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    public class PriorityQueueElement {
+        private ITupleReference tuple;
+        private int cursorIndex;
+
+        public PriorityQueueElement(int cursorIndex) {
+            tuple = null;
+            this.cursorIndex = cursorIndex;
+        }
+
+        public ITupleReference getTuple() {
+            return tuple;
+        }
+
+        public int getCursorIndex() {
+            return cursorIndex;
+        }
+
+        public void reset(ITupleReference tuple) {
+            this.tuple = tuple;
+        }
+    }
+
+    public class PriorityQueueComparator implements Comparator<PriorityQueueElement> {
+
+        protected MultiComparator cmp;
+
+        public PriorityQueueComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
+            int result;
+            try {
+                result = cmp.compare(elementA.getTuple(), elementB.getTuple());
+                if (result != 0) {
+                    return result;
+                }
+            } catch (HyracksDataException e) {
+                throw new IllegalArgumentException(e);
+            }
+
+            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
+                return 1;
+            } else {
+                return -1;
+            }
+        }
+
+        public MultiComparator getMultiComparator() {
+            return cmp;
+        }
+    }
+
+    protected void setPriorityQueueComparator() {
+        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
+            pqCmp = new PriorityQueueComparator(cmp);
+        }
+    }
+
+    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB)
+            throws HyracksDataException {
+        return cmp.compare(tupleA, tupleB);
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
new file mode 100644
index 0000000..3cca96e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public abstract class LSMTreeIndexAccessor implements ILSMIndexAccessorInternal {
+    protected ILSMHarness lsmHarness;
+    protected ILSMIndexOperationContext ctx;
+
+    public LSMTreeIndexAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+        this.lsmHarness = lsmHarness;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // Update is the same as insert.
+        ctx.setOperation(IndexOperation.UPDATE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.UPSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // Update is the same as insert.
+        ctx.setOperation(IndexOperation.UPDATE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.UPSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.SEARCH);
+        lsmHarness.search(ctx, cursor, searchPred);
+    }
+
+    @Override
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.flush(ctx, operation);
+    }
+
+    @Override
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        lsmHarness.merge(ctx, operation);
+    }
+
+    @Override
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.PHYSICALDELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException {
+        ctx.setOperation(IndexOperation.FLUSH);
+        lsmHarness.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIOOperationCallback callback, List<ILSMComponent> components)
+            throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        ctx.getComponentsToBeMerged().clear();
+        ctx.getComponentsToBeMerged().addAll(components);
+        lsmHarness.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void scheduleReplication(List<ILSMComponent> lsmComponents, boolean bulkload, LSMOperationType opType) throws HyracksDataException {
+        ctx.setOperation(IndexOperation.REPLICATE);
+        ctx.getComponentsToBeReplicated().clear();
+        ctx.getComponentsToBeReplicated().addAll(lsmComponents);
+        lsmHarness.scheduleReplication(ctx, lsmComponents, bulkload, opType);
+    }
+
+    @Override
+    public void scheduleFullMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.FULL_MERGE);
+        lsmHarness.scheduleFullMerge(ctx, callback);
+    }
+
+    @Override
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.PHYSICALDELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/MultitenantVirtualBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/MultitenantVirtualBufferCache.java
new file mode 100644
index 0000000..122db2c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/MultitenantVirtualBufferCache.java
@@ -0,0 +1,208 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.replication.IIOReplicationManager;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+
+public class MultitenantVirtualBufferCache implements IVirtualBufferCache {
+    private static final Logger LOGGER = Logger.getLogger(ExternalIndexHarness.class.getName());
+
+    private final IVirtualBufferCache vbc;
+    private int openCount;
+
+    public MultitenantVirtualBufferCache(IVirtualBufferCache virtualBufferCache) {
+        this.vbc = virtualBufferCache;
+        openCount = 0;
+    }
+
+    @Override
+    public void createFile(FileReference fileRef) throws HyracksDataException {
+        vbc.createFile(fileRef);
+    }
+
+    @Override
+    public void openFile(int fileId) throws HyracksDataException {
+        vbc.openFile(fileId);
+    }
+
+    @Override
+    public void closeFile(int fileId) throws HyracksDataException {
+        vbc.closeFile(fileId);
+    }
+
+    @Override
+    public void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        vbc.deleteFile(fileId, flushDirtyPages);
+    }
+
+    @Override
+    public ICachedPage tryPin(long dpid) throws HyracksDataException {
+        return vbc.tryPin(dpid);
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) throws HyracksDataException {
+        return vbc.pin(dpid, newPage);
+    }
+
+    @Override
+    public void unpin(ICachedPage page) throws HyracksDataException {
+        vbc.unpin(page);
+    }
+
+    @Override
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException {
+        vbc.flushDirtyPage(page);
+    }
+
+    @Override
+    public void force(int fileId, boolean metadata) throws HyracksDataException {
+        vbc.force(fileId, metadata);
+    }
+
+    @Override
+    public int getPageSize() {
+        return vbc.getPageSize();
+    }
+
+    @Override
+    public int getNumPages() {
+        return vbc.getNumPages();
+    }
+
+    @Override
+    public synchronized void close() throws HyracksDataException {
+        --openCount;
+        if (openCount == 0) {
+            vbc.close();
+        }
+    }
+
+
+    @Override
+    public synchronized void open() throws HyracksDataException {
+        ++openCount;
+        if (openCount == 1) {
+            vbc.open();
+        }
+    }
+
+    @Override
+    public boolean isFull() {
+        return vbc.isFull();
+    }
+
+    @Override
+    public void reset() {
+        vbc.reset();
+    }
+
+    @Override
+    public IFileMapManager getFileMapProvider() {
+        return vbc.getFileMapProvider();
+    }
+
+    //These 4 methods are not applicable here
+    @Override
+    public int createMemFile() throws HyracksDataException {
+        throw new UnsupportedOperationException("Virtual Pages are not a valid concept in this context");
+    }
+
+    @Override
+    public void deleteMemFile(int fileId) throws HyracksDataException {
+        throw new UnsupportedOperationException("Virtual Pages are not a valid concept in this context");
+    }
+
+    @Override
+    public int getNumPagesOfFile(int fileId) throws HyracksDataException {
+        throw new UnsupportedOperationException();
+    }
+
+    @Override
+    public void adviseWontNeed(ICachedPage page) {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.log(Level.INFO, "Calling adviseWontNeed on " + this.getClass().getName()
+                    + " makes no sense as this BufferCache cannot evict pages");
+        }
+    }
+
+    @Override
+    public ICachedPage confiscatePage(long dpid) throws HyracksDataException {
+        return vbc.confiscatePage(dpid);
+    }
+
+    @Override
+    public void returnPage(ICachedPage page) {
+        vbc.returnPage(page);
+    }
+
+    @Override
+    public IFIFOPageQueue createFIFOQueue() {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public void finishQueue() {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public void copyPage(ICachedPage src, ICachedPage dst) {
+
+    }
+
+    @Override
+    public void setPageDiskId(ICachedPage page, long dpid) {
+
+    }
+
+    @Override
+    public void returnPage(ICachedPage page, boolean reinsert) {
+
+    }
+
+    @Override
+    public int getFileReferenceCount(int fileId){
+        return 0;
+    }
+
+    @Override
+    public boolean isReplicationEnabled() {
+        return false;
+    }
+
+    @Override
+    public IIOReplicationManager getIOReplicationManager() {
+        return null;
+    }
+
+    @Override
+    public void purgeHandle(int fileId) throws HyracksDataException {
+
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java
new file mode 100644
index 0000000..39ab815
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicy.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+
+public class NoMergePolicy implements ILSMMergePolicy {
+
+    @Override
+    public void diskComponentAdded(final ILSMIndex index, boolean fullMergeIsRequested) throws HyracksDataException,
+            IndexException {
+        // Do nothing
+    }
+
+    @Override
+    public void configure(Map<String, String> properties) {
+        // Do nothing
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicyFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicyFactory.java
new file mode 100644
index 0000000..b3b35f4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoMergePolicyFactory.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+
+public class NoMergePolicyFactory implements ILSMMergePolicyFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final String[] SET_VALUES = new String[] {};
+    private static final Set<String> PROPERTIES_NAMES = new HashSet<String>(Arrays.asList(SET_VALUES));
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IHyracksTaskContext ctx) {
+        ILSMMergePolicy policy = new NoMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+
+    @Override
+    public String getName() {
+        return "no-merge";
+    }
+
+    @Override
+    public Set<String> getPropertiesNames() {
+        return PROPERTIES_NAMES;
+    }
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IIndexLifecycleManager ilcm) {
+        ILSMMergePolicy policy = new NoMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java
new file mode 100644
index 0000000..0713d7d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpIOOperationCallback.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public enum NoOpIOOperationCallback implements ILSMIOOperationCallback, ILSMIOOperationCallbackProvider, ILSMIOOperationCallbackFactory {
+    INSTANCE;
+
+    @Override
+    public void beforeOperation(LSMOperationType opType) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void afterOperation(LSMOperationType opType, List<ILSMComponent> oldComponents, ILSMComponent newComponent)
+            throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void afterFinalize(LSMOperationType opType, ILSMComponent newComponent) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public ILSMIOOperationCallback getIOOperationCallback(ILSMIndex index) {
+        return INSTANCE;
+    }
+
+    @Override
+    public ILSMIOOperationCallback createIOOperationCallback() {
+        return INSTANCE;
+    }
+
+    @Override
+    public void setNumOfMutableComponents(int count) {
+        // Do nothing.
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerProvider.java
new file mode 100644
index 0000000..fd7c1f2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/NoOpOperationTrackerProvider.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+/**
+ * Operation tracker that does nothing.
+ * WARNING: This op tracker should only be used for specific testing purposes.
+ * It is assumed than an op tracker cooperates with an lsm index to synchronize flushes with
+ * regular operations, and this implementation does no such tracking at all.
+ */
+public class NoOpOperationTrackerProvider implements ILSMOperationTrackerProvider {
+    private static final long serialVersionUID = 1L;
+
+    public static NoOpOperationTrackerProvider INSTANCE = new NoOpOperationTrackerProvider();
+
+    @Override
+    public ILSMOperationTracker getOperationTracker(IHyracksTaskContext ctx) {
+        return new ILSMOperationTracker() {
+
+            @Override
+            public void completeOperation(ILSMIndex index, LSMOperationType opType,
+                    ISearchOperationCallback searchCallback, IModificationOperationCallback modificationCallback)
+                    throws HyracksDataException {
+                // Do nothing.
+            }
+
+            @Override
+            public void beforeOperation(ILSMIndex index, LSMOperationType opType,
+                    ISearchOperationCallback searchCallback, IModificationOperationCallback modificationCallback)
+                    throws HyracksDataException {
+            }
+
+            @Override
+            public void afterOperation(ILSMIndex index, LSMOperationType opType,
+                    ISearchOperationCallback searchCallback, IModificationOperationCallback modificationCallback)
+                    throws HyracksDataException {
+                // Do nothing.
+            }
+        };
+    }
+
+    // Enforce singleton.
+    private NoOpOperationTrackerProvider() {
+    }
+
+};
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicy.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicy.java
new file mode 100644
index 0000000..5b8da53
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicy.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.ComponentState;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+
+public class PrefixMergePolicy implements ILSMMergePolicy {
+
+    private long maxMergableComponentSize;
+    private int maxToleranceComponentCount;
+
+    @Override
+    public void diskComponentAdded(final ILSMIndex index, boolean fullMergeIsRequested) throws HyracksDataException,
+            IndexException {
+        // 1.  Look at the candidate components for merging in oldest-first order.  If one exists, identify the prefix of the sequence of
+        // all such components for which the sum of their sizes exceeds MaxMrgCompSz.  Schedule a merge of those components into a new component.
+        // 2.  If a merge from 1 doesn't happen, see if the set of candidate components for merging exceeds MaxTolCompCnt.  If so, schedule
+        // a merge all of the current candidates into a new single component.
+        List<ILSMComponent> immutableComponents = new ArrayList<ILSMComponent>(index.getImmutableComponents());
+        // Reverse the components order so that we look at components from oldest to newest.
+        Collections.reverse(immutableComponents);
+
+        for (ILSMComponent c : immutableComponents) {
+            if (c.getState() != ComponentState.READABLE_UNWRITABLE) {
+                return;
+            }
+        }
+        if (fullMergeIsRequested) {
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFullMerge(index.getIOOperationCallback());
+            return;
+        }
+        long totalSize = 0;
+        int startIndex = -1;
+        for (int i = 0; i < immutableComponents.size(); i++) {
+            ILSMComponent c = immutableComponents.get(i);
+            long componentSize = ((AbstractDiskLSMComponent) c).getComponentSize();
+            if (componentSize > maxMergableComponentSize) {
+                startIndex = i;
+                totalSize = 0;
+                continue;
+            }
+            totalSize += componentSize;
+            boolean isLastComponent = i + 1 == immutableComponents.size() ? true : false;
+            if (totalSize > maxMergableComponentSize
+                    || (isLastComponent && i - startIndex >= maxToleranceComponentCount)) {
+                List<ILSMComponent> mergableComponents = new ArrayList<ILSMComponent>();
+                for (int j = startIndex + 1; j <= i; j++) {
+                    mergableComponents.add(immutableComponents.get(j));
+                }
+                // Reverse the components order back to its original order
+                Collections.reverse(mergableComponents);
+                ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+                accessor.scheduleMerge(index.getIOOperationCallback(), mergableComponents);
+                break;
+            }
+        }
+    }
+
+    @Override
+    public void configure(Map<String, String> properties) {
+        maxMergableComponentSize = Long.parseLong(properties.get("max-mergable-component-size"));
+        maxToleranceComponentCount = Integer.parseInt(properties.get("max-tolerance-component-count"));
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicyFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicyFactory.java
new file mode 100644
index 0000000..465a5f4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/PrefixMergePolicyFactory.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.Arrays;
+import java.util.HashSet;
+import java.util.Map;
+import java.util.Set;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+
+public class PrefixMergePolicyFactory implements ILSMMergePolicyFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final String[] SET_VALUES = new String[] { "max-mergable-component-size",
+            "max-tolerance-component-count" };
+    private static final Set<String> PROPERTIES_NAMES = new HashSet<String>(Arrays.asList(SET_VALUES));
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IHyracksTaskContext ctx) {
+        ILSMMergePolicy policy = new PrefixMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+
+    @Override
+    public String getName() {
+        return "prefix";
+    }
+
+    @Override
+    public Set<String> getPropertiesNames() {
+        return PROPERTIES_NAMES;
+    }
+
+    @Override
+    public ILSMMergePolicy createMergePolicy(Map<String, String> properties, IIndexLifecycleManager ilcm) {
+        ILSMMergePolicy policy = new PrefixMergePolicy();
+        policy.configure(properties);
+        return policy;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java
new file mode 100644
index 0000000..e9c0e5f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousScheduler.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+
+public enum SynchronousScheduler implements ILSMIOOperationScheduler {
+    INSTANCE;
+
+    @Override
+    public void scheduleOperation(ILSMIOOperation operation) throws HyracksDataException {
+        try {
+            operation.call();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java
new file mode 100644
index 0000000..9fc79b1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/SynchronousSchedulerProvider.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+
+public enum SynchronousSchedulerProvider implements ILSMIOOperationSchedulerProvider {
+    INSTANCE;
+
+    @Override
+    public ILSMIOOperationScheduler getIOScheduler(IHyracksTaskContext ctx) {
+        return SynchronousScheduler.INSTANCE;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerProvider.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerProvider.java
new file mode 100644
index 0000000..f17d1bc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingOperationTrackerProvider.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+
+public class ThreadCountingOperationTrackerProvider implements ILSMOperationTrackerProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    public static ThreadCountingOperationTrackerProvider INSTANCE = new ThreadCountingOperationTrackerProvider();
+
+    @Override
+    public ILSMOperationTracker getOperationTracker(IHyracksTaskContext ctx) {
+        return new ThreadCountingTracker();
+    }
+
+    // Enforce singleton.
+    private ThreadCountingOperationTrackerProvider() {
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java
new file mode 100644
index 0000000..9b255d7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/ThreadCountingTracker.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+
+public class ThreadCountingTracker implements ILSMOperationTracker {
+    private final AtomicInteger threadRefCount;
+
+    public ThreadCountingTracker() {
+        this.threadRefCount = new AtomicInteger();
+    }
+
+    @Override
+    public void beforeOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        if (opType == LSMOperationType.MODIFICATION) {
+            threadRefCount.incrementAndGet();
+        }
+    }
+
+    @Override
+    public void afterOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        // The operation is considered inactive, immediately after leaving the index.
+        completeOperation(index, opType, searchCallback, modificationCallback);
+    }
+
+    @Override
+    public void completeOperation(ILSMIndex index, LSMOperationType opType, ISearchOperationCallback searchCallback,
+            IModificationOperationCallback modificationCallback) throws HyracksDataException {
+        // Flush will only be handled by last exiting thread.
+        if (opType == LSMOperationType.MODIFICATION) {
+            if (threadRefCount.decrementAndGet() == 0
+                    && ((ILSMIndexInternal) index).hasFlushRequestForCurrentMutableComponent()) {
+                ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+                accessor.scheduleFlush(NoOpIOOperationCallback.INSTANCE);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
new file mode 100644
index 0000000..7f11a8d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class TreeIndexFactory<T extends ITreeIndex> extends IndexFactory<T> {
+
+    protected final ITreeIndexFrameFactory interiorFrameFactory;
+    protected final ITreeIndexFrameFactory leafFrameFactory;
+    protected final IBinaryComparatorFactory[] cmpFactories;
+    protected final int fieldCount;
+
+    public TreeIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IMetadataManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory);
+        this.interiorFrameFactory = interiorFrameFactory;
+        this.leafFrameFactory = leafFrameFactory;
+        this.cmpFactories = cmpFactories;
+        this.fieldCount = fieldCount;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/VirtualBufferCache.java b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/VirtualBufferCache.java
new file mode 100644
index 0000000..6b8cf35
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-common/src/main/java/org/apache/hyracks/storage/am/lsm/common/impls/VirtualBufferCache.java
@@ -0,0 +1,446 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common.impls;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.concurrent.locks.ReadWriteLock;
+import java.util.concurrent.locks.ReentrantLock;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.replication.IIOReplicationManager;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.buffercache.IQueueInfo;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+import org.apache.hyracks.storage.common.file.TransientFileMapManager;
+
+public class VirtualBufferCache implements IVirtualBufferCache {
+    private static final Logger LOGGER = Logger.getLogger(ExternalIndexHarness.class.getName());
+
+    private static final int OVERFLOW_PADDING = 8;
+
+    private final ICacheMemoryAllocator allocator;
+    private final IFileMapManager fileMapManager;
+    private final int pageSize;
+    private final int numPages;
+
+    private final CacheBucket[] buckets;
+    private final ArrayList<VirtualPage> pages;
+
+    private volatile int nextFree;
+
+    private boolean open;
+
+    public VirtualBufferCache(ICacheMemoryAllocator allocator, int pageSize, int numPages) {
+        this.allocator = allocator;
+        this.fileMapManager = new TransientFileMapManager();
+        this.pageSize = pageSize;
+        this.numPages = 2 * (numPages / 2) + 1;
+
+        buckets = new CacheBucket[this.numPages];
+        pages = new ArrayList<VirtualPage>();
+        nextFree = 0;
+        open = false;
+    }
+
+    @Override
+    public void createFile(FileReference fileRef) throws HyracksDataException {
+        synchronized (fileMapManager) {
+            if (fileMapManager.isMapped(fileRef)) {
+                throw new HyracksDataException("File " + fileRef + " is already mapped");
+            }
+            fileMapManager.registerFile(fileRef);
+        }
+    }
+
+    @Override
+    public void openFile(int fileId) throws HyracksDataException {
+    }
+
+    @Override
+    public void closeFile(int fileId) throws HyracksDataException {
+    }
+
+    @Override
+    public void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        synchronized (fileMapManager) {
+            if (!fileMapManager.isMapped(fileId)) {
+                throw new HyracksDataException("File with id " + fileId + " is not mapped");
+            }
+            fileMapManager.unregisterFile(fileId);
+        }
+
+        for (int i = 0; i < buckets.length; i++) {
+            final CacheBucket bucket = buckets[i];
+            bucket.bucketLock.lock();
+            try {
+                VirtualPage prev = null;
+                VirtualPage curr = bucket.cachedPage;
+                while (curr != null) {
+                    if (BufferedFileHandle.getFileId(curr.dpid) == fileId) {
+                        if (prev == null) {
+                            bucket.cachedPage = curr.next;
+                            curr.reset();
+                            curr = bucket.cachedPage;
+                        } else {
+                            prev.next = curr.next;
+                            curr.reset();
+                            curr = prev.next;
+                        }
+                    } else {
+                        prev = curr;
+                        curr = curr.next;
+                    }
+                }
+            } finally {
+                bucket.bucketLock.unlock();
+            }
+        }
+        defragPageList();
+    }
+
+    private void defragPageList() {
+        synchronized (pages) {
+            int start = 0;
+            int end = nextFree - 1;
+            while (start < end) {
+                VirtualPage lastUsed = pages.get(end);
+                while (end > 0 && lastUsed.dpid == -1) {
+                    --end;
+                    lastUsed = pages.get(end);
+                }
+
+                if (end == 0) {
+                    nextFree = lastUsed.dpid == -1 ? 0 : 1;
+                    break;
+                }
+
+                VirtualPage firstUnused = pages.get(start);
+                while (start < end && firstUnused.dpid != -1) {
+                    ++start;
+                    firstUnused = pages.get(start);
+                }
+
+                if (start >= end) {
+                    break;
+                }
+
+                Collections.swap(pages, start, end);
+                nextFree = end;
+                --end;
+                ++start;
+            }
+        }
+    }
+
+    @Override
+    public ICachedPage tryPin(long dpid) throws HyracksDataException {
+        return pin(dpid, false);
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) throws HyracksDataException {
+        VirtualPage page = null;
+        int hash = hash(dpid);
+        CacheBucket bucket = buckets[hash];
+
+        bucket.bucketLock.lock();
+        try {
+            page = bucket.cachedPage;
+            while (page != null) {
+                if (page.dpid == dpid) {
+                    return page;
+                }
+                page = page.next;
+            }
+
+            if (!newPage) {
+                throw new HyracksDataException("Page " + BufferedFileHandle.getPageId(dpid) + " does not exist in file "
+                        + fileMapManager.lookupFileName(BufferedFileHandle.getFileId(dpid)));
+            }
+
+            page = getOrAllocPage(dpid);
+            page.next = bucket.cachedPage;
+            bucket.cachedPage = page;
+        } finally {
+            bucket.bucketLock.unlock();
+        }
+
+        return page;
+    }
+
+    private int hash(long dpid) {
+        int hashValue = (int) dpid ^ (Integer.reverse((int) (dpid >>> 32)) >>> 1);
+        return hashValue % buckets.length;
+    }
+
+    private VirtualPage getOrAllocPage(long dpid) {
+        VirtualPage page = null;
+        synchronized (pages) {
+            if (nextFree >= pages.size()) {
+                page = new VirtualPage(allocator.allocate(pageSize, 1)[0]);
+                pages.add(page);
+            } else {
+                page = pages.get(nextFree);
+            }
+            ++nextFree;
+            page.dpid = dpid;
+        }
+        return page;
+    }
+
+    @Override
+    public void unpin(ICachedPage page) throws HyracksDataException {
+    }
+
+    @Override
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException {
+    }
+
+    @Override
+    public void force(int fileId, boolean metadata) throws HyracksDataException {
+    }
+
+    @Override
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    @Override
+    public int getNumPages() {
+        return numPages;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        if (open) {
+            throw new HyracksDataException("Failed to open virtual buffercache since it is already open.");
+        }
+        pages.trimToSize();
+        pages.ensureCapacity(numPages + OVERFLOW_PADDING);
+        ByteBuffer[] buffers = allocator.ensureAvailabilityThenAllocate(pageSize, numPages);
+        for (int i = 0; i < numPages; i++) {
+            pages.add(new VirtualPage(buffers[i]));
+            buckets[i] = new CacheBucket();
+        }
+        nextFree = 0;
+        open = true;
+    }
+
+    @Override
+    public void reset() {
+        for (int i = 0; i < numPages; i++) {
+            pages.get(i).reset();
+            buckets[i].cachedPage = null;
+        }
+        int excess = pages.size() - numPages;
+        if (excess > 0) {
+            for (int i = numPages + excess - 1; i >= numPages; i--) {
+                pages.remove(i);
+            }
+        }
+        nextFree = 0;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            throw new HyracksDataException("Failed to close virtual buffercache since it is already closed.");
+        }
+
+        pages.clear();
+        for (int i = 0; i < numPages; i++) {
+            buckets[i].cachedPage = null;
+        }
+        open = false;
+    }
+
+    public String dumpState() {
+        StringBuilder sb = new StringBuilder();
+        sb.append(String.format("Page size = %d\n", pageSize));
+        sb.append(String.format("Capacity = %d\n", numPages));
+        sb.append(String.format("Allocated pages = %d\n", pages.size()));
+        sb.append(String.format("Next free page = %d\n", nextFree));
+        return sb.toString();
+    }
+
+    @Override
+    public IFileMapManager getFileMapProvider() {
+        return fileMapManager;
+    }
+
+    @Override
+    public boolean isFull() {
+        return nextFree >= numPages;
+    }
+
+    private static class CacheBucket {
+        private final ReentrantLock bucketLock;
+        private VirtualPage cachedPage;
+
+        public CacheBucket() {
+            this.bucketLock = new ReentrantLock();
+        }
+    }
+
+    private class VirtualPage implements ICachedPage {
+        final ByteBuffer buffer;
+        final ReadWriteLock latch;
+        volatile long dpid;
+        VirtualPage next;
+
+        public VirtualPage(ByteBuffer buffer) {
+            this.buffer = buffer;
+            latch = new ReentrantReadWriteLock(true);
+            dpid = -1;
+            next = null;
+        }
+
+        public void reset() {
+            dpid = -1;
+            next = null;
+        }
+
+        @Override
+        public ByteBuffer getBuffer() {
+            return buffer;
+        }
+
+        @Override
+        public void acquireReadLatch() {
+            latch.readLock().lock();
+        }
+
+        @Override
+        public void releaseReadLatch() {
+            latch.readLock().unlock();
+        }
+
+        @Override
+        public void acquireWriteLatch() {
+            latch.writeLock().lock();
+        }
+
+        @Override
+        public void releaseWriteLatch(boolean markDirty) {
+            latch.writeLock().unlock();
+        }
+        public boolean confiscated() {
+            return false;
+        }
+
+        @Override
+        public IQueueInfo getQueueInfo() {
+            return null;
+        }
+
+        @Override
+        public void setQueueInfo(IQueueInfo queueInfo) {
+            throw new UnsupportedOperationException();
+        }
+
+    }
+
+    //These 4 methods aren't applicable here.
+    @Override
+    public int createMemFile() throws HyracksDataException {
+        return 0;
+    }
+
+    @Override
+    public void deleteMemFile(int fileId) throws HyracksDataException {
+    }
+
+    @Override
+    public int getNumPagesOfFile(int fileId) throws HyracksDataException {
+        return numPages;
+    }
+
+    @Override
+    public void adviseWontNeed(ICachedPage page) {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.log(Level.INFO, "Calling adviseWontNeed on " + this.getClass().getName()
+                    + " makes no sense as this BufferCache cannot evict pages");
+        }
+    }
+
+    @Override
+    public void returnPage(ICachedPage page) {
+
+    }
+
+    @Override
+    public IFIFOPageQueue createFIFOQueue() {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public void finishQueue() {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public ICachedPage confiscatePage(long dpid) {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public void copyPage(ICachedPage src, ICachedPage dst) {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public void setPageDiskId(ICachedPage page, long dpid) {
+
+    }
+
+    @Override
+    public void returnPage(ICachedPage page, boolean reinsert) {
+        throw new UnsupportedOperationException("Virtual buffer caches don't have FIFO writers");
+    }
+
+    @Override
+    public int getFileReferenceCount(int fileId) {
+        return 0;
+    }
+
+    @Override
+    public boolean isReplicationEnabled() {
+        return false;
+    }
+
+    @Override
+    public IIOReplicationManager getIOReplicationManager() {
+        return null;
+    }
+
+    @Override
+    public void purgeHandle(int fileId) throws HyracksDataException {
+
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml b/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
new file mode 100644
index 0000000..0595533
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/pom.xml
@@ -0,0 +1,66 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+
+	<parent>
+		<artifactId>hyracks</artifactId>
+		<groupId>org.apache.hyracks</groupId>
+		<version>0.2.18-SNAPSHOT</version>
+		<relativePath>..</relativePath>
+	</parent>
+
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+            <distribution>repo</distribution>
+            <comments>A business-friendly OSS license</comments>
+        </license>
+    </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-storage-am-btree</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-storage-am-lsm-common</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+    </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
new file mode 100644
index 0000000..f39bab6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface IInvertedIndex extends IIndex {
+    public IInvertedListCursor createInvertedListCursor();
+
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException;
+
+    public ITypeTraits[] getInvListTypeTraits();
+
+    public IBinaryComparatorFactory[] getInvListCmpFactories();
+
+    public ITypeTraits[] getTokenTypeTraits();
+
+    public IBinaryComparatorFactory[] getTokenCmpFactories();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
new file mode 100644
index 0000000..0d15986
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface IInvertedIndexAccessor extends IIndexAccessor {
+    public IInvertedListCursor createInvertedListCursor();
+
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException;
+
+    public IIndexCursor createRangeSearchCursor();
+
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
new file mode 100644
index 0000000..0c9d26c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+/**
+ * Maps from the dictionary BTree file/path to a corresponding inverted-lists file/path.
+ */
+public interface IInvertedIndexFileNameMapper {
+    public String getInvListsFilePath(String dictBTreeFilePath);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
new file mode 100644
index 0000000..3a902dd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public interface IInvertedIndexOperatorDescriptor extends IIndexOperatorDescriptor {
+
+    public ITypeTraits[] getInvListsTypeTraits();
+
+    public IBinaryComparatorFactory[] getInvListsComparatorFactories();
+
+    public ITypeTraits[] getTokenTypeTraits();
+
+    public IBinaryComparatorFactory[] getTokenComparatorFactories();
+
+    public IBinaryTokenizerFactory getTokenizerFactory();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
new file mode 100644
index 0000000..ab99675
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IInvertedIndexSearchModifier {
+    public int getOccurrenceThreshold(int numQueryTokens);
+
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists);
+
+    public short getNumTokensLowerBound(short numQueryTokens);
+
+    public short getNumTokensUpperBound(short numQueryTokens);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
new file mode 100644
index 0000000..a65e57e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.io.Serializable;
+
+public interface IInvertedIndexSearchModifierFactory extends Serializable {
+    public IInvertedIndexSearchModifier createSearchModifier();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
new file mode 100644
index 0000000..c4269272
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+
+public interface IInvertedIndexSearcher {
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException;
+
+    public IFrameTupleAccessor createResultFrameTupleAccessor();
+
+    public ITupleReference createResultFrameTupleReference();
+
+    public List<ByteBuffer> getResultBuffers();
+
+    public int getNumValidResultBuffers();
+
+    public void reset();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
new file mode 100644
index 0000000..ce2af37
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public interface IInvertedListBuilder {
+    public boolean startNewList(ITupleReference tuple, int numTokenFields);
+
+    // returns true if successfully appended
+    // returns false if not enough space in targetBuf
+    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields);
+
+    public void setTargetBuffer(byte[] targetBuf, int startPos);
+
+    public int getListSize();
+
+    public int getPos();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
new file mode 100644
index 0000000..6aed487
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IInvertedListBuilderFactory {
+    public IInvertedListBuilder create();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
new file mode 100644
index 0000000..9ec22d6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IInvertedListCursor extends Comparable<IInvertedListCursor> {
+    public void reset(int startPageId, int endPageId, int startOff, int numElements);
+
+    public void pinPages() throws HyracksDataException, IndexException;
+
+    public void unpinPages() throws HyracksDataException;
+
+    public boolean hasNext() throws HyracksDataException, IndexException;
+
+    public void next() throws HyracksDataException;
+
+    public ITupleReference getTuple();
+
+    // getters
+    public int size();
+
+    public int getStartPageId();
+
+    public int getEndPageId();
+
+    public int getStartOff();
+
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException, IndexException;
+
+    // for debugging
+    @SuppressWarnings("rawtypes")
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException;
+
+    @SuppressWarnings("rawtypes")
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java
new file mode 100644
index 0000000..93b182d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IObjectFactory.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+public interface IObjectFactory<T> {
+    public T create();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java
new file mode 100644
index 0000000..b7bada3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/api/IPartitionedInvertedIndex.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.api;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+
+public interface IPartitionedInvertedIndex {
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException;
+
+    public boolean isEmpty();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java
new file mode 100644
index 0000000..1c16dfe
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractLSMInvertedIndexOperatorDescriptor.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public abstract class AbstractLSMInvertedIndexOperatorDescriptor extends AbstractIndexOperatorDescriptor implements
+        IInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final ITypeTraits[] invListsTypeTraits;
+    protected final IBinaryComparatorFactory[] invListComparatorFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenComparatorFactories;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    public AbstractLSMInvertedIndexOperatorDescriptor(IOperatorDescriptorRegistry spec, int inputArity,
+            int outputArity, RecordDescriptor recDesc, IStorageManagerInterface storageManager,
+            IFileSplitProvider fileSplitProvider, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
+            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, boolean retainInput, boolean retainNull,
+            INullWriterFactory nullWriterFactory, ILocalResourceFactoryProvider localResourceFactoryProvider,
+            ISearchOperationCallbackFactory searchOpCallbackFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, inputArity, outputArity, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider,
+                dataflowHelperFactory, tupleFilterFactory, retainInput, retainNull, nullWriterFactory,
+                localResourceFactoryProvider, searchOpCallbackFactory, modificationOpCallbackFactory);
+        this.invListsTypeTraits = invListsTypeTraits;
+        this.invListComparatorFactories = invListComparatorFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenComparatorFactories = tokenComparatorFactories;
+        this.tokenizerFactory = tokenizerFactory;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenComparatorFactories() {
+        return tokenComparatorFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListsComparatorFactories() {
+        return invListComparatorFactories;
+    }
+
+    @Override
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    @Override
+    public ITypeTraits[] getInvListsTypeTraits() {
+        return invListsTypeTraits;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
new file mode 100644
index 0000000..be92584
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public class BinaryTokenizerOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryTokenizerFactory tokenizerFactory;
+    // Field that will be tokenized.
+    private final int docField;
+    // operator will append these key fields to each token, e.g., as
+    // payload for an inverted list
+    // WARNING: too many key fields can cause significant data blowup.
+    private final int[] keyFields;
+    // Indicates whether the first key field should be the number of tokens in the tokenized set of the document.
+    // This value is used in partitioned inverted indexes, for example.
+    private final boolean addNumTokensKey;
+    // Indicates the order of field write
+    // True: [keyfield1, ... n , token, number of token (if a partitioned index)]
+    // False: [token, number of token(if a partitioned index), keyfield1, keyfield2 ...]
+    private final boolean writeKeyFieldsFirst;
+
+    public BinaryTokenizerOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IBinaryTokenizerFactory tokenizerFactory, int docField, int[] keyFields, boolean addNumTokensKey, boolean writeKeyFieldsFirst) {
+        super(spec, 1, 1);
+        this.tokenizerFactory = tokenizerFactory;
+        this.docField = docField;
+        this.keyFields = keyFields;
+        this.addNumTokensKey = addNumTokensKey;
+        recordDescriptors[0] = recDesc;
+        this.writeKeyFieldsFirst = writeKeyFieldsFirst;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        return new BinaryTokenizerOperatorNodePushable(ctx, recordDescProvider.getInputRecordDescriptor(
+                getActivityId(), 0), recordDescriptors[0], tokenizerFactory.createTokenizer(), docField, keyFields,
+                addNumTokensKey, writeKeyFieldsFirst);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
new file mode 100644
index 0000000..002457b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
@@ -0,0 +1,172 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.comm.util.FrameUtils;
+import org.apache.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+public class BinaryTokenizerOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
+
+    private final IHyracksTaskContext ctx;
+    private final IBinaryTokenizer tokenizer;
+    private final int docField;
+    private final int[] keyFields;
+    private final boolean addNumTokensKey;
+    private final boolean writeKeyFieldsFirst;
+    private final RecordDescriptor inputRecDesc;
+    private final RecordDescriptor outputRecDesc;
+
+    private FrameTupleAccessor accessor;
+    private ArrayTupleBuilder builder;
+    private GrowableArray builderData;
+    private FrameTupleAppender appender;
+
+    public BinaryTokenizerOperatorNodePushable(IHyracksTaskContext ctx, RecordDescriptor inputRecDesc,
+            RecordDescriptor outputRecDesc, IBinaryTokenizer tokenizer, int docField, int[] keyFields,
+            boolean addNumTokensKey, boolean writeKeyFieldsFirst) {
+        this.ctx = ctx;
+        this.tokenizer = tokenizer;
+        this.docField = docField;
+        this.keyFields = keyFields;
+        this.addNumTokensKey = addNumTokensKey;
+        this.inputRecDesc = inputRecDesc;
+        this.outputRecDesc = outputRecDesc;
+        this.writeKeyFieldsFirst = writeKeyFieldsFirst;
+    }
+
+    @Override
+    public void open() throws HyracksDataException {
+        writer.open();
+        accessor = new FrameTupleAccessor(inputRecDesc);
+        builder = new ArrayTupleBuilder(outputRecDesc.getFieldCount());
+        builderData = builder.getFieldData();
+        appender = new FrameTupleAppender(new VSizeFrame(ctx), true);
+    }
+
+    @Override
+    public void nextFrame(ByteBuffer buffer) throws HyracksDataException {
+        accessor.reset(buffer);
+        int tupleCount = accessor.getTupleCount();
+
+        for (int i = 0; i < tupleCount; i++) {
+            short numTokens = 0;
+
+            tokenizer.reset(accessor.getBuffer().array(), accessor.getTupleStartOffset(i)
+                    + accessor.getFieldSlotsLength() + accessor.getFieldStartOffset(i, docField),
+                    accessor.getFieldLength(i, docField));
+
+            if (addNumTokensKey) {
+                // Get the total number of tokens.
+                numTokens = tokenizer.getTokensCount();
+            }
+
+            // Write token and data into frame by following the order specified
+            // in the writeKeyFieldsFirst field.
+            while (tokenizer.hasNext()) {
+
+                tokenizer.next();
+
+                builder.reset();
+
+                // Writing Order: token, number of token, keyfield1 ... n
+                if (!writeKeyFieldsFirst) {
+                    try {
+                        IToken token = tokenizer.getToken();
+                        token.serializeToken(builderData);
+
+                        builder.addFieldEndOffset();
+                        // Add number of tokens if requested.
+                        if (addNumTokensKey) {
+                            builder.getDataOutput().writeShort(numTokens);
+                            builder.addFieldEndOffset();
+                        }
+                    } catch (IOException e) {
+                        throw new HyracksDataException(e.getMessage());
+                    }
+
+                    for (int k = 0; k < keyFields.length; k++) {
+                        builder.addField(accessor, i, keyFields[k]);
+                    }
+
+                }
+                // Writing Order: keyfield1 ... n, token, number of token
+                else {
+
+                    for (int k = 0; k < keyFields.length; k++) {
+                        builder.addField(accessor, i, keyFields[k]);
+                    }
+
+                    try {
+                        IToken token = tokenizer.getToken();
+                        token.serializeToken(builderData);
+
+                        builder.addFieldEndOffset();
+                        // Add number of tokens if requested.
+                        if (addNumTokensKey) {
+                            builder.getDataOutput().writeShort(numTokens);
+                            builder.addFieldEndOffset();
+                        }
+                    } catch (IOException e) {
+                        throw new HyracksDataException(e.getMessage());
+                    }
+
+                }
+
+                FrameUtils.appendToWriter(writer, appender, builder.getFieldEndOffsets(), builder.getByteArray(), 0,
+                        builder.getSize());
+
+            }
+
+        }
+
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        try {
+            appender.write(writer, true);
+        } finally {
+            writer.close();
+        }
+    }
+
+    @Override
+    public void fail() throws HyracksDataException {
+        writer.fail();
+    }
+
+    @Override
+    public void flush() throws HyracksDataException {
+        appender.flush(writer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java
new file mode 100644
index 0000000..f1070f5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexBulkLoadOperatorDescriptor.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexBulkLoadOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexBulkLoadOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int[] fieldPermutation;
+    private final boolean verifyInput;
+    private final long numElementsHint;
+    private final boolean checkIfEmptyIndex;
+
+    public LSMInvertedIndexBulkLoadOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            int[] fieldPermutation, boolean verifyInput, long numElementsHint, boolean checkIfEmptyIndex,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
+            IIndexDataflowHelperFactory invertedIndexDataflowHelperFactory) {
+        super(spec, 1, 1, recDesc, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                invertedIndexDataflowHelperFactory, null, false, false, null,
+                NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE,
+                NoOpOperationCallbackFactory.INSTANCE);
+        this.fieldPermutation = fieldPermutation;
+        this.verifyInput = verifyInput;
+        this.numElementsHint = numElementsHint;
+        this.checkIfEmptyIndex = checkIfEmptyIndex;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexBulkLoadOperatorNodePushable(this, ctx, partition, fieldPermutation, 1.0f, verifyInput,
+                numElementsHint, checkIfEmptyIndex, recordDescProvider);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCompactOperator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCompactOperator.java
new file mode 100644
index 0000000..613eaf0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCompactOperator.java
@@ -0,0 +1,59 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.LSMIndexCompactOperatorNodePushable;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexCompactOperator extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMInvertedIndexCompactOperator(IOperatorDescriptorRegistry spec, IStorageManagerInterface storageManager,
+            IFileSplitProvider fileSplitProvider, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenComparatorFactories,
+            ITypeTraits[] invListsTypeTraits, IBinaryComparatorFactory[] invListComparatorFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IIndexDataflowHelperFactory dataflowHelperFactory,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 1, 1, null, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                dataflowHelperFactory, null, false, false,
+                null, NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new LSMIndexCompactOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java
new file mode 100644
index 0000000..f55777f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexCreateOperatorDescriptor.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IndexCreateOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.ILocalResourceFactoryProvider;
+
+public class LSMInvertedIndexCreateOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    public LSMInvertedIndexCreateOperatorDescriptor(IOperatorDescriptorRegistry spec,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
+            IIndexDataflowHelperFactory btreeDataflowHelperFactory,
+            ILocalResourceFactoryProvider localResourceFactoryProvider,
+            IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 0, 0, null, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                btreeDataflowHelperFactory, null, false, false,
+                null, localResourceFactoryProvider, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new IndexCreateOperatorNodePushable(this, ctx, partition);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java
new file mode 100644
index 0000000..5abf4ef
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelper.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public final class LSMInvertedIndexDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    private final int[] invertedIndexFields;
+    private final int[] filterFieldsForNonBulkLoadOps;
+    private final int[] invertedIndexFieldsForNonBulkLoadOps;
+
+    public LSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, int[] invertedIndexFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable) {
+        this(opDesc, ctx, partition, virtualBufferCaches, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackFactory, invertedIndexFields, filterTypeTraits,
+                filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                durable);
+    }
+
+    public LSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
+            boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, filterTypeTraits, filterCmpFactories, filterFields, durable);
+        this.invertedIndexFields = invertedIndexFields;
+        this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
+        this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+    }
+
+    @Override
+    public IIndex createIndexInstance() throws HyracksDataException {
+        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
+        try {
+            IBufferCache diskBufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider diskFileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            LSMInvertedIndex invIndex = InvertedIndexUtils.createLSMInvertedIndex(virtualBufferCaches,
+                    diskFileMapProvider, invIndexOpDesc.getInvListsTypeTraits(),
+                    invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTokenTypeTraits(),
+                    invIndexOpDesc.getTokenComparatorFactories(), invIndexOpDesc.getTokenizerFactory(),
+                    diskBufferCache, file.getFile().getPath(), bloomFilterFalsePositiveRate, mergePolicy,
+                    opTrackerFactory.getOperationTracker(ctx), ioScheduler,
+                    ioOpCallbackFactory.createIOOperationCallback(), invertedIndexFields, filterTypeTraits,
+                    filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps,
+                    invertedIndexFieldsForNonBulkLoadOps, durable);
+            return invIndex;
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..b30bf5b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexDataflowHelperFactory.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class LSMInvertedIndexDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int[] invertedIndexFields;
+    private final int[] filterFieldsForNonBulkLoadOps;
+    private final int[] invertedIndexFieldsForNonBulkLoadOps;
+
+    public LSMInvertedIndexDataflowHelperFactory(IVirtualBufferCacheProvider virtualBufferCacheProvider,
+            ILSMMergePolicyFactory mergePolicyFactory, Map<String, String> mergePolicyProperties,
+            ILSMOperationTrackerProvider opTrackerProvider, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, double bloomFilterFalsePositiveRate,
+            int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
+            boolean durable) {
+        super(virtualBufferCacheProvider, mergePolicyFactory, mergePolicyProperties, opTrackerProvider,
+                ioSchedulerProvider, ioOpCallbackFactory, bloomFilterFalsePositiveRate, filterTypeTraits,
+                filterCmpFactories, filterFields, durable);
+        this.invertedIndexFields = invertedIndexFields;
+        this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
+        this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMInvertedIndexDataflowHelper(opDesc, ctx, partition,
+                virtualBufferCacheProvider.getVirtualBufferCaches(ctx, opDesc.getFileSplitProvider()), bloomFilterFalsePositiveRate,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, invertedIndexFields, filterTypeTraits,
+                filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                durable);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java
new file mode 100644
index 0000000..69770e6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexInsertUpdateDeleteOperator.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.api.ITupleFilterFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.LSMIndexInsertUpdateDeleteOperatorNodePushable;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexInsertUpdateDeleteOperator extends AbstractLSMInvertedIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final int[] fieldPermutation;
+    protected final IndexOperation op;
+
+    public LSMInvertedIndexInsertUpdateDeleteOperator(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories, IBinaryTokenizerFactory tokenizerFactory,
+            int[] fieldPermutation, IndexOperation op, IIndexDataflowHelperFactory dataflowHelperFactory,
+            ITupleFilterFactory tupleFilterFactory, IModificationOperationCallbackFactory modificationOpCallbackFactory) {
+        super(spec, 1, 1, recDesc, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, tokenizerFactory,
+                dataflowHelperFactory, tupleFilterFactory, false, false,
+                null, NoOpLocalResourceFactoryProvider.INSTANCE, NoOpOperationCallbackFactory.INSTANCE, modificationOpCallbackFactory);
+        this.fieldPermutation = fieldPermutation;
+        this.op = op;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new LSMIndexInsertUpdateDeleteOperatorNodePushable(this, ctx, partition, fieldPermutation,
+                recordDescProvider, op);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
new file mode 100644
index 0000000..a9afb54
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorDescriptor.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class LSMInvertedIndexSearchOperatorDescriptor extends AbstractLSMInvertedIndexOperatorDescriptor {
+    private static final long serialVersionUID = 1L;
+
+    private final int queryField;
+    private final IInvertedIndexSearchModifierFactory searchModifierFactory;
+    private final int[] minFilterFieldIndexes;
+    private final int[] maxFilterFieldIndexes;
+
+    public LSMInvertedIndexSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, int queryField,
+            IStorageManagerInterface storageManager, IFileSplitProvider fileSplitProvider,
+            IIndexLifecycleManagerProvider lifecycleManagerProvider, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenComparatorFactories, ITypeTraits[] invListsTypeTraits,
+            IBinaryComparatorFactory[] invListComparatorFactories,
+            IIndexDataflowHelperFactory btreeDataflowHelperFactory, IBinaryTokenizerFactory queryTokenizerFactory,
+            IInvertedIndexSearchModifierFactory searchModifierFactory, RecordDescriptor recDesc, boolean retainInput,
+            boolean retainNull, INullWriterFactory nullWriterFactory,
+            ISearchOperationCallbackFactory searchOpCallbackProvider, int[] minFilterFieldIndexes,
+            int[] maxFilterFieldIndexes) {
+
+        super(spec, 1, 1, recDesc, storageManager, fileSplitProvider, lifecycleManagerProvider, tokenTypeTraits,
+                tokenComparatorFactories, invListsTypeTraits, invListComparatorFactories, queryTokenizerFactory,
+                btreeDataflowHelperFactory, null, retainInput, retainNull, nullWriterFactory,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackProvider,
+                NoOpOperationCallbackFactory.INSTANCE);
+        this.queryField = queryField;
+        this.searchModifierFactory = searchModifierFactory;
+        this.minFilterFieldIndexes = minFilterFieldIndexes;
+        this.maxFilterFieldIndexes = maxFilterFieldIndexes;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) throws HyracksDataException {
+        IInvertedIndexSearchModifier searchModifier = searchModifierFactory.createSearchModifier();
+        return new LSMInvertedIndexSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, queryField,
+                searchModifier, minFilterFieldIndexes, maxFilterFieldIndexes);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
new file mode 100644
index 0000000..f218845
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/LSMInvertedIndexSearchOperatorNodePushable.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+
+public class LSMInvertedIndexSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
+
+    protected final IInvertedIndexSearchModifier searchModifier;
+    protected final int queryFieldIndex;
+    protected final int invListFields;
+
+    public LSMInvertedIndexSearchOperatorNodePushable(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IRecordDescriptorProvider recordDescProvider, int queryFieldIndex,
+            IInvertedIndexSearchModifier searchModifier, int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes) {
+        super(opDesc, ctx, partition, recordDescProvider, minFilterFieldIndexes, maxFilterFieldIndexes);
+        this.searchModifier = searchModifier;
+        this.queryFieldIndex = queryFieldIndex;
+        // If retainInput is true, the frameTuple is created in IndexSearchOperatorNodePushable.open().
+        if (!opDesc.getRetainInput()) {
+            this.frameTuple = new FrameTupleReference();
+        }
+        AbstractLSMInvertedIndexOperatorDescriptor invIndexOpDesc = (AbstractLSMInvertedIndexOperatorDescriptor) opDesc;
+        invListFields = invIndexOpDesc.getInvListsTypeTraits().length;
+    }
+
+    @Override
+    protected ISearchPredicate createSearchPredicate() {
+        AbstractLSMInvertedIndexOperatorDescriptor invIndexOpDesc = (AbstractLSMInvertedIndexOperatorDescriptor) opDesc;
+        return new InvertedIndexSearchPredicate(invIndexOpDesc.getTokenizerFactory().createTokenizer(), searchModifier,
+                minFilterKey, maxFilterKey);
+    }
+
+    @Override
+    protected void resetSearchPredicate(int tupleIndex) {
+        frameTuple.reset(accessor, tupleIndex);
+        InvertedIndexSearchPredicate invIndexSearchPred = (InvertedIndexSearchPredicate) searchPred;
+        invIndexSearchPred.setQueryTuple(frameTuple);
+        invIndexSearchPred.setQueryFieldIndex(queryFieldIndex);
+        if (minFilterKey != null) {
+            minFilterKey.reset(accessor, tupleIndex);
+        }
+        if (maxFilterKey != null) {
+            maxFilterKey.reset(accessor, tupleIndex);
+        }
+    }
+
+    @Override
+    protected int getFieldCount() {
+        return invListFields;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java
new file mode 100644
index 0000000..a7489e7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelper.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.PartitionedLSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public final class PartitionedLSMInvertedIndexDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    private final int[] invertedIndexFields;
+    private final int[] filterFieldsForNonBulkLoadOps;
+    private final int[] invertedIndexFieldsForNonBulkLoadOps;
+
+    public PartitionedLSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, List<IVirtualBufferCache> virtualBufferCache, ILSMMergePolicy mergePolicy,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, int[] invertedIndexFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable) {
+        this(opDesc, ctx, partition, virtualBufferCache, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE, mergePolicy,
+                opTrackerFactory, ioScheduler, ioOpCallbackFactory, invertedIndexFields, filterTypeTraits,
+                filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                durable);
+    }
+
+    public PartitionedLSMInvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
+            boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, filterTypeTraits, filterCmpFactories, filterFields, durable);
+        this.invertedIndexFields = invertedIndexFields;
+        this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
+        this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+    }
+
+    @Override
+    public IIndex createIndexInstance() throws HyracksDataException {
+        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
+        try {
+            IBufferCache diskBufferCache = opDesc.getStorageManager().getBufferCache(ctx);
+            IFileMapProvider diskFileMapProvider = opDesc.getStorageManager().getFileMapProvider(ctx);
+            PartitionedLSMInvertedIndex invIndex = InvertedIndexUtils.createPartitionedLSMInvertedIndex(
+                    virtualBufferCaches, diskFileMapProvider, invIndexOpDesc.getInvListsTypeTraits(),
+                    invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTokenTypeTraits(),
+                    invIndexOpDesc.getTokenComparatorFactories(), invIndexOpDesc.getTokenizerFactory(),
+                    diskBufferCache, file.getFile().getPath(), bloomFilterFalsePositiveRate, mergePolicy,
+                    opTrackerFactory.getOperationTracker(ctx), ioScheduler,
+                    ioOpCallbackFactory.createIOOperationCallback(), invertedIndexFields, filterTypeTraits,
+                    filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps,
+                    invertedIndexFieldsForNonBulkLoadOps, durable);
+            return invIndex;
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..4a6194b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/dataflow/PartitionedLSMInvertedIndexDataflowHelperFactory.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+
+public class PartitionedLSMInvertedIndexDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int[] invertedIndexFields;
+    private final int[] filterFieldsForNonBulkLoadOps;
+    private final int[] invertedIndexFieldsForNonBulkLoadOps;
+
+    public PartitionedLSMInvertedIndexDataflowHelperFactory(IVirtualBufferCacheProvider virtualBufferCacheProvider,
+            ILSMMergePolicyFactory mergePolicyFactory, Map<String, String> mergePolicyProperties,
+            ILSMOperationTrackerProvider opTrackerProvider, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, double bloomFilterFalsePositiveRate,
+            int[] invertedIndexFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
+            boolean durable) {
+        super(virtualBufferCacheProvider, mergePolicyFactory, mergePolicyProperties, opTrackerProvider,
+                ioSchedulerProvider, ioOpCallbackFactory, bloomFilterFalsePositiveRate, filterTypeTraits,
+                filterCmpFactories, filterFields, durable);
+        this.invertedIndexFields = invertedIndexFields;
+        this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
+        this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new PartitionedLSMInvertedIndexDataflowHelper(opDesc, ctx, partition,
+                virtualBufferCacheProvider.getVirtualBufferCaches(ctx, opDesc.getFileSplitProvider()), bloomFilterFalsePositiveRate,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, invertedIndexFields, filterTypeTraits,
+                filterCmpFactories, filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
new file mode 100644
index 0000000..14187f6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.exceptions;
+
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public class InvertedIndexException extends IndexException {
+    private static final long serialVersionUID = 1L;
+
+    public InvertedIndexException(Exception e) {
+        super(e);
+    }
+
+    public InvertedIndexException(String msg) {
+        super(msg);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
new file mode 100644
index 0000000..86a0287
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.exceptions;
+
+
+
+public class OccurrenceThresholdPanicException extends InvertedIndexException {
+    private static final long serialVersionUID = 1L;
+
+    public OccurrenceThresholdPanicException(String msg) {
+        super(msg);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
new file mode 100644
index 0000000..204e874
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
@@ -0,0 +1,1004 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IVirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMInvertedIndex extends AbstractLSMIndex implements IInvertedIndex {
+
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    // On-disk components.
+    // For creating inverted indexes in flush and merge.
+    protected final ILSMComponentFactory componentFactory;
+
+    // Type traits and comparators for tokens and inverted-list elements.
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    private final int[] invertedIndexFields;
+    private final int[] filterFieldsForNonBulkLoadOps;
+    private final int[] invertedIndexFieldsForNonBulkLoadOps;
+
+    public LSMInvertedIndex(List<IVirtualBufferCache> virtualBufferCaches,
+            OnDiskInvertedIndexFactory diskInvIndexFactory, BTreeFactory deletedKeysBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, ILSMComponentFilterFactory filterFactory,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            double bloomFilterFalsePositiveRate, ILSMIndexFileManager fileManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback, int[] invertedIndexFields,
+            int[] filterFields, int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps,
+            boolean durable) throws IndexException {
+        super(virtualBufferCaches, diskInvIndexFactory.getBufferCache(), fileManager, diskFileMapProvider,
+                bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback, filterFrameFactory,
+                filterManager, filterFields, durable);
+
+        this.tokenizerFactory = tokenizerFactory;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.invertedIndexFields = invertedIndexFields;
+        this.filterFieldsForNonBulkLoadOps = filterFieldsForNonBulkLoadOps;
+        this.invertedIndexFieldsForNonBulkLoadOps = invertedIndexFieldsForNonBulkLoadOps;
+
+        componentFactory = new LSMInvertedIndexDiskComponentFactory(diskInvIndexFactory, deletedKeysBTreeFactory,
+                bloomFilterFactory, filterFactory);
+
+        int i = 0;
+        for (IVirtualBufferCache virtualBufferCache : virtualBufferCaches) {
+            InMemoryInvertedIndex memInvIndex = createInMemoryInvertedIndex(virtualBufferCache,
+                    new VirtualMetaDataPageManager(virtualBufferCache.getNumPages()), i);
+            BTree deleteKeysBTree = BTreeUtils.createBTree(virtualBufferCache,
+                    new VirtualMetaDataPageManager(virtualBufferCache.getNumPages()),
+                    virtualBufferCache.getFileMapProvider(), invListTypeTraits, invListCmpFactories,
+                    BTreeLeafFrameType.REGULAR_NSM,
+                    new FileReference(new File(fileManager.getBaseDir() + "_virtual_del_" + i)));
+            LSMInvertedIndexMemoryComponent mutableComponent = new LSMInvertedIndexMemoryComponent(memInvIndex,
+                    deleteKeysBTree, virtualBufferCache, i == 0 ? true : false,
+                    filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+            memoryComponents.add(mutableComponent);
+            ++i;
+        }
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        diskComponents.clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+
+        try {
+            List<ILSMComponent> immutableComponents = diskComponents;
+            immutableComponents.clear();
+            List<LSMComponentFileReferences> validFileReferences = fileManager.cleanupAndGetValidFiles();
+            for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+                LSMInvertedIndexDiskComponent component;
+                try {
+                    component = createDiskInvIndexComponent(componentFactory,
+                            lsmComonentFileReference.getInsertIndexFileReference(),
+                            lsmComonentFileReference.getDeleteIndexFileReference(),
+                            lsmComonentFileReference.getBloomFilterFileReference(), false);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                immutableComponents.add(component);
+            }
+            isActivated = true;
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+
+        clearMemoryComponents();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+            component.getBloomFilter().destroy();
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            ILSMIndexAccessor accessor = createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(cb);
+            try {
+                cb.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) c;
+            component.getBloomFilter().deactivate();
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+        }
+        deallocateMemoryComponents();
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        for (ILSMComponent c : memoryComponents) {
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+            mutableComponent.getInvIndex().destroy();
+            mutableComponent.getDeletedKeysBTree().destroy();
+        }
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) c;
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        List<ILSMComponent> immutableComponents = diskComponents;
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        int cmc = currentMutableComponentId.get();
+        ctx.setCurrentMutableComponentId(cmc);
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case FLUSH:
+            case DELETE:
+            case INSERT:
+            case UPSERT:
+                operationalComponents.add(memoryComponents.get(cmc));
+                break;
+            case SEARCH:
+                if (memoryComponentsAllocated) {
+                    addOperationalMutableComponents(operationalComponents);
+                }
+                if (filterManager != null) {
+                    for (ILSMComponent c : immutableComponents) {
+                        if (c.getLSMComponentFilter().satisfy(
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMinFilterTuple(),
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMaxFilterTuple(),
+                                ((LSMInvertedIndexOpContext) ctx).filterCmp)) {
+                            operationalComponents.add(c);
+                        }
+                    }
+                } else {
+                    operationalComponents.addAll(immutableComponents);
+                }
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    /**
+     * The keys in the in-memory deleted-keys BTree only refer to on-disk components.
+     * We delete documents from the in-memory inverted index by deleting its entries directly,
+     * while still adding the deleted key to the deleted-keys BTree.
+     * Otherwise, inserts would have to remove keys from the in-memory deleted-keys BTree which
+     * may cause incorrect behavior (lost deletes) in the following pathological case:
+     * Insert doc 1, flush, delete doc 1, insert doc 1
+     * After the sequence above doc 1 will now appear twice because the delete of the on-disk doc 1 has been lost.
+     * Insert:
+     * - Insert document into in-memory inverted index.
+     * Delete:
+     * - Delete document from in-memory inverted index (ignore if it does not exist).
+     * - Insert key into deleted-keys BTree.
+     */
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMInvertedIndexOpContext ctx = (LSMInvertedIndexOpContext) ictx;
+        // TODO: This is a hack to support logging properly in ASTERIX.
+        // The proper undo operations are only dependent on the after image so
+        // it is correct to say we found nothing (null) as the before image (at least
+        // in the perspective of ASTERIX). The semantics for the operation callbacks
+        // are violated here (and they are somewhat unclear in the first place as to
+        // what they should be for an inverted index).
+
+        ITupleReference indexTuple;
+        if (ctx.indexTuple != null) {
+            ctx.indexTuple.reset(tuple);
+            indexTuple = ctx.indexTuple;
+        } else {
+            indexTuple = tuple;
+        }
+
+        ctx.getModificationCallback().before(indexTuple);
+        ctx.getModificationCallback().found(null, indexTuple);
+        switch (ctx.getOperation()) {
+            case INSERT: {
+                // Insert into the in-memory inverted index.
+                ctx.currentMutableInvIndexAccessors.insert(indexTuple);
+                break;
+            }
+            case DELETE: {
+                // First remove all entries in the in-memory inverted index (if any).
+                ctx.currentMutableInvIndexAccessors.delete(indexTuple);
+                // Insert key into the deleted-keys BTree.
+                ctx.keysOnlyTuple.reset(indexTuple);
+                try {
+                    ctx.currentDeletedKeysBTreeAccessors.insert(ctx.keysOnlyTuple);
+                } catch (TreeIndexDuplicateKeyException e) {
+                    // Key has already been deleted.
+                }
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+            }
+        }
+        if (ctx.filterTuple != null) {
+            ctx.filterTuple.reset(tuple);
+            memoryComponents.get(currentMutableComponentId.get()).getLSMComponentFilter().update(ctx.filterTuple,
+                    ctx.filterCmp);
+        }
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        List<ILSMComponent> operationalComponents = ictx.getComponentHolder();
+        int numComponents = operationalComponents.size();
+        boolean includeMutableComponent = false;
+        ArrayList<IIndexAccessor> indexAccessors = new ArrayList<IIndexAccessor>(numComponents);
+        ArrayList<IIndexAccessor> deletedKeysBTreeAccessors = new ArrayList<IIndexAccessor>(numComponents);
+
+        for (int i = 0; i < operationalComponents.size(); i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            if (component.getType() == LSMComponentType.MEMORY) {
+                includeMutableComponent = true;
+                IIndexAccessor invIndexAccessor = ((LSMInvertedIndexMemoryComponent) component).getInvIndex()
+                        .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                indexAccessors.add(invIndexAccessor);
+                IIndexAccessor deletedKeysAccessor = ((LSMInvertedIndexMemoryComponent) component).getDeletedKeysBTree()
+                        .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+            } else {
+                IIndexAccessor invIndexAccessor = ((LSMInvertedIndexDiskComponent) component).getInvIndex()
+                        .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                indexAccessors.add(invIndexAccessor);
+                IIndexAccessor deletedKeysAccessor = ((LSMInvertedIndexDiskComponent) component).getDeletedKeysBTree()
+                        .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+            }
+        }
+
+        ICursorInitialState initState = createCursorInitialState(pred, ictx, includeMutableComponent, indexAccessors,
+                deletedKeysBTreeAccessors, operationalComponents);
+        cursor.open(initState, pred);
+    }
+
+    private ICursorInitialState createCursorInitialState(ISearchPredicate pred, IIndexOperationContext ictx,
+            boolean includeMutableComponent, ArrayList<IIndexAccessor> indexAccessors,
+            ArrayList<IIndexAccessor> deletedKeysBTreeAccessors, List<ILSMComponent> operationalComponents) {
+        ICursorInitialState initState = null;
+        PermutingTupleReference keysOnlyTuple = createKeysOnlyTupleReference();
+        MultiComparator keyCmp = MultiComparator.create(invListCmpFactories);
+
+        // TODO: This check is not pretty, but it does the job. Come up with something more OO in the future.
+        // Distinguish between regular searches and range searches (mostly used in merges).
+        if (pred instanceof InvertedIndexSearchPredicate) {
+            initState = new LSMInvertedIndexSearchCursorInitialState(keyCmp, keysOnlyTuple, indexAccessors,
+                    deletedKeysBTreeAccessors,
+                    ((LSMInvertedIndexMemoryComponent) memoryComponents.get(currentMutableComponentId.get()))
+                            .getDeletedKeysBTree().getLeafFrameFactory(),
+                    ictx, includeMutableComponent, lsmHarness, operationalComponents);
+        } else {
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) memoryComponents
+                    .get(currentMutableComponentId.get());
+            InMemoryInvertedIndex memInvIndex = (InMemoryInvertedIndex) mutableComponent.getInvIndex();
+            MultiComparator tokensAndKeysCmp = MultiComparator.create(memInvIndex.getBTree().getComparatorFactories());
+            initState = new LSMInvertedIndexRangeSearchCursorInitialState(tokensAndKeysCmp, keyCmp, keysOnlyTuple,
+                    ((LSMInvertedIndexMemoryComponent) memoryComponents.get(currentMutableComponentId.get()))
+                            .getDeletedKeysBTree().getLeafFrameFactory(),
+                    includeMutableComponent, lsmHarness, indexAccessors, deletedKeysBTreeAccessors, pred,
+                    operationalComponents);
+        }
+        return initState;
+    }
+
+    /**
+     * Returns a permuting tuple reference that projects away the document field(s) of a tuple, only leaving the key fields.
+     */
+    private PermutingTupleReference createKeysOnlyTupleReference() {
+        // Project away token fields.
+        int[] keyFieldPermutation = new int[invListTypeTraits.length];
+        int numTokenFields = tokenTypeTraits.length;
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            keyFieldPermutation[i] = numTokenFields + i;
+        }
+        return new PermutingTupleReference(keyFieldPermutation);
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        LSMInvertedIndexOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ioScheduler.scheduleOperation(new LSMInvertedIndexFlushOperation(
+                new LSMInvertedIndexAccessor(lsmHarness, opCtx), flushingComponent,
+                componentFileRefs.getInsertIndexFileReference(), componentFileRefs.getDeleteIndexFileReference(),
+                componentFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMInvertedIndexFlushOperation flushOp = (LSMInvertedIndexFlushOperation) operation;
+
+        // Create an inverted index instance to be bulk loaded.
+        LSMInvertedIndexDiskComponent component = createDiskInvIndexComponent(componentFactory,
+                flushOp.getDictBTreeFlushTarget(), flushOp.getDeletedKeysBTreeFlushTarget(),
+                flushOp.getBloomFilterFlushTarget(), true);
+        IInvertedIndex diskInvertedIndex = component.getInvIndex();
+
+        // Create a scan cursor on the BTree underlying the in-memory inverted index.
+        LSMInvertedIndexMemoryComponent flushingComponent = (LSMInvertedIndexMemoryComponent) flushOp
+                .getFlushingComponent();
+        InMemoryInvertedIndexAccessor memInvIndexAccessor = (InMemoryInvertedIndexAccessor) flushingComponent
+                .getInvIndex().createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        BTreeAccessor memBTreeAccessor = memInvIndexAccessor.getBTreeAccessor();
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor scanCursor = memBTreeAccessor.createSearchCursor(false);
+        memBTreeAccessor.search(scanCursor, nullPred);
+
+        // Bulk load the disk inverted index from the in-memory inverted index.
+        IIndexBulkLoader invIndexBulkLoader = diskInvertedIndex.createBulkLoader(1.0f, false, 0L, false, true);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                invIndexBulkLoader.add(scanCursor.getTuple());
+            }
+        } finally {
+            scanCursor.close();
+        }
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMinTuple());
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMaxTuple());
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                    ((OnDiskInvertedIndex) component.getInvIndex()).getBTree());
+        }
+        invIndexBulkLoader.end();
+
+        IIndexAccessor deletedKeysBTreeAccessor = flushingComponent.getDeletedKeysBTree()
+                .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor btreeCountingCursor = ((BTreeAccessor) deletedKeysBTreeAccessor).createCountingSearchCursor();
+        deletedKeysBTreeAccessor.search(btreeCountingCursor, nullPred);
+        long numBTreeTuples = 0L;
+        try {
+            while (btreeCountingCursor.hasNext()) {
+                btreeCountingCursor.next();
+                ITupleReference countTuple = btreeCountingCursor.getTuple();
+                numBTreeTuples = IntegerPointable.getInteger(countTuple.getFieldData(0), countTuple.getFieldStart(0));
+            }
+        } finally {
+            btreeCountingCursor.close();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numBTreeTuples);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                bloomFilterFalsePositiveRate);
+
+        // Create an BTree instance for the deleted keys.
+        BTree diskDeletedKeysBTree = component.getDeletedKeysBTree();
+
+        // Create a scan cursor on the deleted keys BTree underlying the in-memory inverted index.
+        IIndexCursor deletedKeysScanCursor = deletedKeysBTreeAccessor.createSearchCursor(false);
+        deletedKeysBTreeAccessor.search(deletedKeysScanCursor, nullPred);
+
+        // Bulk load the deleted-keys BTree.
+        IIndexBulkLoader deletedKeysBTreeBulkLoader = diskDeletedKeysBTree.createBulkLoader(1.0f, false, 0L, false,
+                true);
+        IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numBTreeTuples,
+                bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+        try {
+            while (deletedKeysScanCursor.hasNext()) {
+                deletedKeysScanCursor.next();
+                deletedKeysBTreeBulkLoader.add(deletedKeysScanCursor.getTuple());
+                builder.add(deletedKeysScanCursor.getTuple());
+            }
+        } finally {
+            deletedKeysScanCursor.close();
+            builder.end();
+        }
+        deletedKeysBTreeBulkLoader.end();
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMInvertedIndexOpContext ictx = createOpContext(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        ictx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        IIndexCursor cursor = new LSMInvertedIndexRangeSearchCursor(ictx);
+
+        LSMInvertedIndexDiskComponent firstComponent = (LSMInvertedIndexDiskComponent) mergingComponents.get(0);
+        OnDiskInvertedIndex firstInvIndex = (OnDiskInvertedIndex) firstComponent.getInvIndex();
+        String firstFileName = firstInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMInvertedIndexDiskComponent lastComponent = (LSMInvertedIndexDiskComponent) mergingComponents
+                .get(mergingComponents.size() - 1);
+        OnDiskInvertedIndex lastInvIndex = (OnDiskInvertedIndex) lastComponent.getInvIndex();
+        String lastFileName = lastInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMComponentFileReferences relMergeFileRefs = fileManager.getRelMergeFileReference(firstFileName, lastFileName);
+        ILSMIndexAccessorInternal accessor = new LSMInvertedIndexAccessor(lsmHarness, ctx);
+        ioScheduler.scheduleOperation(new LSMInvertedIndexMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getDeleteIndexFileReference(),
+                relMergeFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMInvertedIndexMergeOperation mergeOp = (LSMInvertedIndexMergeOperation) operation;
+        IIndexCursor cursor = mergeOp.getCursor();
+
+        RangePredicate mergePred = new RangePredicate(null, null, true, true, null, null);
+        ILSMIndexOperationContext opCtx = ((LSMIndexSearchCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        // Scan diskInvertedIndexes ignoring the memoryInvertedIndex.
+        search(opCtx, cursor, mergePred);
+
+        // Create an inverted index instance.
+        LSMInvertedIndexDiskComponent component = createDiskInvIndexComponent(componentFactory,
+                mergeOp.getDictBTreeMergeTarget(), mergeOp.getDeletedKeysBTreeMergeTarget(),
+                mergeOp.getBloomFilterMergeTarget(), true);
+
+        IInvertedIndex mergedDiskInvertedIndex = component.getInvIndex();
+
+        // In case we must keep the deleted-keys BTrees, then they must be merged *before* merging the inverted indexes so that
+        // lsmHarness.endSearch() is called once when the inverted indexes have been merged.
+        if (mergeOp.getMergingComponents().get(mergeOp.getMergingComponents().size() - 1) != diskComponents
+                .get(diskComponents.size() - 1)) {
+            // Keep the deleted tuples since the oldest disk component is not included in the merge operation
+
+            LSMInvertedIndexDeletedKeysBTreeMergeCursor btreeCursor = new LSMInvertedIndexDeletedKeysBTreeMergeCursor(
+                    opCtx);
+            search(opCtx, btreeCursor, mergePred);
+
+            BTree btree = component.getDeletedKeysBTree();
+            IIndexBulkLoader btreeBulkLoader = btree.createBulkLoader(1.0f, true, 0L, false, true);
+
+            long numElements = 0L;
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                numElements += ((LSMInvertedIndexDiskComponent) mergeOp.getMergingComponents().get(i)).getBloomFilter()
+                        .getNumElements();
+            }
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numElements,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+            try {
+                while (btreeCursor.hasNext()) {
+                    btreeCursor.next();
+                    ITupleReference tuple = btreeCursor.getTuple();
+                    btreeBulkLoader.add(tuple);
+                    builder.add(tuple);
+                }
+            } finally {
+                btreeCursor.close();
+                builder.end();
+            }
+            btreeBulkLoader.end();
+        } else {
+            BTree btree = component.getDeletedKeysBTree();
+            IIndexBulkLoader btreeBulkLoader = btree.createBulkLoader(1.0f, true, 0L, false, true);
+            btreeBulkLoader.end();
+        }
+
+        IIndexBulkLoader invIndexBulkLoader = mergedDiskInvertedIndex.createBulkLoader(1.0f, true, 0L, false, true);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference tuple = cursor.getTuple();
+                invIndexBulkLoader.add(tuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMinTuple());
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMaxTuple());
+            }
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                    ((OnDiskInvertedIndex) component.getInvIndex()).getBTree());
+        }
+        invIndexBulkLoader.end();
+
+        return component;
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskInvIndexComponent(componentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws IndexException {
+        try {
+            return new LSMInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex, true);
+        } catch (HyracksDataException e) {
+            throw new IndexException(e);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        try {
+            return new LSMInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex,
+                    appendOnly);
+        } catch (HyracksDataException e) {
+            throw new IndexException(e);
+        }
+    }
+
+    public class LSMInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader invIndexBulkLoader;
+        private final IIndexBulkLoader deletedKeysBTreeBulkLoader;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        public final PermutingTupleReference indexTuple;
+        public final PermutingTupleReference filterTuple;
+        public final MultiComparator filterCmp;
+
+        public LSMInvertedIndexBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException, HyracksDataException {
+            if (checkIfEmptyIndex && !isEmptyIndex()) {
+                throw new IndexException("Cannot load an index that is not empty");
+            }
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException | IndexException e) {
+                throw new IndexException(e);
+            }
+            invIndexBulkLoader = ((LSMInvertedIndexDiskComponent) component).getInvIndex().createBulkLoader(fillFactor,
+                    verifyInput, numElementsHint, false, true);
+
+            //validity of the component depends on the deleted keys file being there even if it's empty.
+            deletedKeysBTreeBulkLoader = ((LSMInvertedIndexDiskComponent) component).getDeletedKeysBTree()
+                    .createBulkLoader(fillFactor, verifyInput, numElementsHint, false, true);
+
+            if (filterFields != null) {
+                indexTuple = new PermutingTupleReference(invertedIndexFields);
+                filterCmp = MultiComparator.create(component.getLSMComponentFilter().getFilterCmpFactories());
+                filterTuple = new PermutingTupleReference(filterFields);
+            } else {
+                indexTuple = null;
+                filterCmp = null;
+                filterTuple = null;
+            }
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                ITupleReference t;
+                if (indexTuple != null) {
+                    indexTuple.reset(tuple);
+                    t = indexTuple;
+                } else {
+                    t = tuple;
+                }
+
+                invIndexBulkLoader.add(t);
+
+                if (filterTuple != null) {
+                    filterTuple.reset(tuple);
+                    component.getLSMComponentFilter().update(filterTuple, filterCmp);
+                }
+
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        protected void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                ((LSMInvertedIndexDiskComponent) component).getInvIndex().deactivate();
+                ((LSMInvertedIndexDiskComponent) component).getInvIndex().destroy();
+                ((LSMInvertedIndexDiskComponent) component).getDeletedKeysBTree().deactivate();
+                ((LSMInvertedIndexDiskComponent) component).getDeletedKeysBTree().destroy();
+                ((LSMInvertedIndexDiskComponent) component).getBloomFilter().deactivate();
+                ((LSMInvertedIndexDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                if (component.getLSMComponentFilter() != null) {
+                    filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                            (((OnDiskInvertedIndex) ((LSMInvertedIndexDiskComponent) component).getInvIndex())
+                                    .getBTree()));
+                }
+                invIndexBulkLoader.end();
+                deletedKeysBTreeBulkLoader.end();
+
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            if (invIndexBulkLoader != null) {
+                invIndexBulkLoader.abort();
+            }
+
+            if (deletedKeysBTreeBulkLoader != null) {
+                deletedKeysBTreeBulkLoader.abort();
+            }
+        }
+    }
+
+    protected InMemoryInvertedIndex createInMemoryInvertedIndex(IVirtualBufferCache virtualBufferCache,
+            IVirtualMetaDataPageManager virtualFreePageManager, int id) throws IndexException {
+        return InvertedIndexUtils.createInMemoryBTreeInvertedindex(virtualBufferCache, virtualFreePageManager,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                new FileReference(new File(fileManager.getBaseDir() + "_virtual_vocab_" + id)));
+    }
+
+    protected LSMInvertedIndexDiskComponent createDiskInvIndexComponent(ILSMComponentFactory factory,
+            FileReference dictBTreeFileRef, FileReference btreeFileRef, FileReference bloomFilterFileRef,
+            boolean create) throws HyracksDataException, IndexException {
+        LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) factory.createLSMComponentInstance(
+                new LSMComponentFileReferences(dictBTreeFileRef, btreeFileRef, bloomFilterFileRef));
+        if (create) {
+            component.getBloomFilter().create();
+            component.getBloomFilter().activate();
+        } else {
+            component.getInvIndex().activate();
+            component.getDeletedKeysBTree().activate();
+            component.getBloomFilter().activate();
+        }
+        // Will be closed during cleanup of merge().
+        if (component.getLSMComponentFilter() != null && !create) {
+            filterManager.readFilterInfo(component.getLSMComponentFilter(),
+                    ((OnDiskInvertedIndex) component.getInvIndex()).getBTree());
+        }
+        return component;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new LSMInvertedIndexAccessor(lsmHarness, createOpContext(modificationCallback, searchCallback));
+    }
+
+    private LSMInvertedIndexOpContext createOpContext(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new LSMInvertedIndexOpContext(memoryComponents, modificationCallback, searchCallback,
+                invertedIndexFieldsForNonBulkLoadOps, filterFieldsForNonBulkLoadOps);
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        long size = 0;
+        for (ILSMComponent c : memoryComponents) {
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+            IBufferCache virtualBufferCache = mutableComponent.getInvIndex().getBufferCache();
+            size += virtualBufferCache.getNumPages() * virtualBufferCache.getPageSize();
+        }
+        return size;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        LSMInvertedIndexDiskComponent invIndexComponent = (LSMInvertedIndexDiskComponent) lsmComponent;
+        OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) invIndexComponent.getInvIndex();
+        IBufferCache bufferCache = invIndex.getBufferCache();
+        markAsValidInternal(invIndex.getBufferCache(), invIndexComponent.getBloomFilter());
+
+        // Flush inverted index second.
+        bufferCache.force(invIndex.getInvListsFileId(), true);
+        markAsValidInternal(invIndex.getBTree());
+
+        // Flush deleted keys BTree.
+        markAsValidInternal(invIndexComponent.getDeletedKeysBTree());
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        validateMemoryComponents();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) c;
+            component.getInvIndex().validate();
+            component.getDeletedKeysBTree().validate();
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "LSMInvertedIndex [" + fileManager.getBaseDir() + "]";
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return true;
+    }
+
+    @Override
+    public boolean isPrimaryIndex() {
+        return false;
+    }
+
+    @Override
+    public Set<String> getLSMComponentPhysicalFiles(ILSMComponent lsmComponent) {
+        Set<String> files = new HashSet<String>();
+        LSMInvertedIndexDiskComponent invIndexComponent = (LSMInvertedIndexDiskComponent) lsmComponent;
+        OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) invIndexComponent.getInvIndex();
+        files.add(invIndex.getInvListsFile().getFile().getAbsolutePath());
+        files.add(invIndex.getBTree().getFileReference().getFile().getAbsolutePath());
+        files.add(invIndexComponent.getBloomFilter().getFileReference().getFile().getAbsolutePath());
+        files.add(invIndexComponent.getDeletedKeysBTree().getFileReference().getFile().getAbsolutePath());
+        return files;
+    }
+
+    @Override
+    public synchronized void allocateMemoryComponents() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to allocate memory components since the index is not active.");
+        }
+        if (memoryComponentsAllocated) {
+            return;
+        }
+        for (ILSMComponent c : memoryComponents) {
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+            ((IVirtualBufferCache) mutableComponent.getInvIndex().getBufferCache()).open();
+            mutableComponent.getInvIndex().create();
+            mutableComponent.getInvIndex().activate();
+            mutableComponent.getDeletedKeysBTree().create();
+            mutableComponent.getDeletedKeysBTree().activate();
+        }
+        memoryComponentsAllocated = true;
+    }
+
+    private void addOperationalMutableComponents(List<ILSMComponent> operationalComponents) {
+        int cmc = currentMutableComponentId.get();
+        int numMutableComponents = memoryComponents.size();
+        for (int i = 0; i < numMutableComponents - 1; i++) {
+            ILSMComponent c = memoryComponents.get((cmc + i + 1) % numMutableComponents);
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+            if (mutableComponent.isReadable()) {
+                // Make sure newest components are added first
+                operationalComponents.add(0, mutableComponent);
+            }
+        }
+        // The current mutable component is always added
+        operationalComponents.add(0, memoryComponents.get(cmc));
+    }
+
+    private synchronized void clearMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+                mutableComponent.getInvIndex().clear();
+                mutableComponent.getDeletedKeysBTree().clear();
+                mutableComponent.reset();
+            }
+        }
+    }
+
+    private synchronized void validateMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+                mutableComponent.getInvIndex().validate();
+                mutableComponent.getDeletedKeysBTree().validate();
+            }
+        }
+    }
+
+    private synchronized void deallocateMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) c;
+                mutableComponent.getInvIndex().deactivate();
+                mutableComponent.getDeletedKeysBTree().deactivate();
+                mutableComponent.getInvIndex().destroy();
+                mutableComponent.getDeletedKeysBTree().destroy();
+                ((IVirtualBufferCache) mutableComponent.getInvIndex().getBufferCache()).close();
+            }
+            memoryComponentsAllocated = false;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
new file mode 100644
index 0000000..4c4a552
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
@@ -0,0 +1,188 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+public class LSMInvertedIndexAccessor implements ILSMIndexAccessorInternal, IInvertedIndexAccessor {
+
+    protected final ILSMHarness lsmHarness;
+    protected final ILSMIndexOperationContext ctx;
+
+    public LSMInvertedIndexAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+        this.lsmHarness = lsmHarness;
+        this.ctx = ctx;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.modify(ctx, false, tuple);
+    }
+
+    @Override
+    public boolean tryInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        return lsmHarness.modify(ctx, true, tuple);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.SEARCH);
+        lsmHarness.search(ctx, cursor, searchPred);
+    }
+
+    @Override
+    public IIndexCursor createSearchCursor(boolean exclusive) {
+        return new LSMInvertedIndexSearchCursor();
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIOOperationCallback callback) throws HyracksDataException {
+        ctx.setOperation(IndexOperation.FLUSH);
+        lsmHarness.scheduleFlush(ctx, callback);
+    }
+
+    @Override
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.flush(ctx, operation);
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIOOperationCallback callback, List<ILSMComponent> components)
+            throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.MERGE);
+        ctx.getComponentsToBeMerged().clear();
+        ctx.getComponentsToBeMerged().addAll(components);
+        lsmHarness.scheduleMerge(ctx, callback);
+    }
+
+    @Override
+    public void scheduleReplication(List<ILSMComponent> lsmComponents, boolean bulkload, LSMOperationType opType)
+            throws HyracksDataException {
+        ctx.setOperation(IndexOperation.REPLICATE);
+        ctx.getComponentsToBeReplicated().clear();
+        ctx.getComponentsToBeReplicated().addAll(lsmComponents);
+        lsmHarness.scheduleReplication(ctx, lsmComponents, bulkload, opType);
+    }
+
+    @Override
+    public void scheduleFullMerge(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.FULL_MERGE);
+        lsmHarness.scheduleFullMerge(ctx, callback);
+    }
+
+    @Override
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.merge(ctx, operation);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        return new LSMInvertedIndexRangeSearchCursor(ctx);
+    }
+
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        search(cursor, searchPred);
+    }
+
+    @Override
+    public void forcePhysicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Physical delete not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void forceInsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.INSERT);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.setOperation(IndexOperation.DELETE);
+        lsmHarness.forceModify(ctx, tuple);
+    }
+
+    @Override
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Physical delete not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by lsm inverted index.");
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by lsm inverted index.");
+    }
+
+    @Override
+    public boolean tryUpdate(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by lsm inverted index.");
+    }
+
+    @Override
+    public boolean tryUpsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by lsm inverted index.");
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDeletedKeysBTreeMergeCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDeletedKeysBTreeMergeCursor.java
new file mode 100644
index 0000000..4ebabdb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDeletedKeysBTreeMergeCursor.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+
+public class LSMInvertedIndexDeletedKeysBTreeMergeCursor extends LSMIndexSearchCursor {
+
+    public LSMInvertedIndexDeletedKeysBTreeMergeCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx, true);
+    }
+
+    @Override
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        return false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException,
+            IndexException {
+        LSMInvertedIndexRangeSearchCursorInitialState lsmInitialState = (LSMInvertedIndexRangeSearchCursorInitialState) initialState;
+        cmp = lsmInitialState.getOriginalKeyComparator();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        // We intentionally set the lsmHarness to null so that we don't call lsmHarness.endSearch() because we already do that when we merge the inverted indexes.
+        lsmHarness = null;
+        int numBTrees = operationalComponents.size();
+        rangeCursors = new IIndexCursor[numBTrees];
+
+        MultiComparator keyCmp = lsmInitialState.getKeyComparator();
+        RangePredicate btreePredicate = new RangePredicate(null, null, true, true, keyCmp, keyCmp);
+        ArrayList<IIndexAccessor> btreeAccessors = lsmInitialState.getDeletedKeysBTreeAccessors();
+        for (int i = 0; i < numBTrees; i++) {
+            rangeCursors[i] = btreeAccessors.get(i).createSearchCursor(false);
+            btreeAccessors.get(i).search(rangeCursors[i], btreePredicate);
+        }
+        setPriorityQueueComparator();
+        initPriorityQueue();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponent.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponent.java
new file mode 100644
index 0000000..799a3da
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponent.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractDiskLSMComponent;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+
+public class LSMInvertedIndexDiskComponent extends AbstractDiskLSMComponent {
+
+    private final IInvertedIndex invIndex;
+    private final BTree deletedKeysBTree;
+    private final BloomFilter bloomFilter;
+
+    public LSMInvertedIndexDiskComponent(IInvertedIndex invIndex, BTree deletedKeysBTree, BloomFilter bloomFilter,
+            ILSMComponentFilter filter) {
+        super(filter);
+        this.invIndex = invIndex;
+        this.deletedKeysBTree = deletedKeysBTree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        invIndex.deactivate();
+        invIndex.destroy();
+        deletedKeysBTree.deactivate();
+        deletedKeysBTree.destroy();
+        bloomFilter.deactivate();
+        bloomFilter.destroy();
+    }
+
+    public IInvertedIndex getInvIndex() {
+        return invIndex;
+    }
+
+    public BTree getDeletedKeysBTree() {
+        return deletedKeysBTree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+
+    @Override
+    public long getComponentSize() {
+        return ((OnDiskInvertedIndex) invIndex).getInvListsFile().getFile().length()
+                + ((OnDiskInvertedIndex) invIndex).getBTree().getFileReference().getFile().length()
+                + deletedKeysBTree.getFileReference().getFile().length()
+                + bloomFilter.getFileReference().getFile().length();
+    }
+
+    @Override
+    public int getFileReferenceCount() {
+        return deletedKeysBTree.getBufferCache().getFileReferenceCount(deletedKeysBTree.getFileId());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponentFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponentFactory.java
new file mode 100644
index 0000000..a6f80ce
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexDiskComponentFactory.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMInvertedIndexDiskComponentFactory implements ILSMComponentFactory {
+    private final OnDiskInvertedIndexFactory diskInvIndexFactory;
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+    private final ILSMComponentFilterFactory filterFactory;
+
+    public LSMInvertedIndexDiskComponentFactory(OnDiskInvertedIndexFactory diskInvIndexFactory,
+            TreeIndexFactory<BTree> btreeFactory, BloomFilterFactory bloomFilterFactory,
+            ILSMComponentFilterFactory filterFactory) {
+        this.diskInvIndexFactory = diskInvIndexFactory;
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+        this.filterFactory = filterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMInvertedIndexDiskComponent(diskInvIndexFactory.createIndexInstance(cfr
+                .getInsertIndexFileReference()), btreeFactory.createIndexInstance(cfr.getDeleteIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()),
+                filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskInvIndexFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
new file mode 100644
index 0000000..6c699da
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
@@ -0,0 +1,215 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+// TODO: Refactor for better code sharing with other file managers.
+public class LSMInvertedIndexFileManager extends AbstractLSMIndexFileManager implements IInvertedIndexFileNameMapper {
+    public static final String DICT_BTREE_SUFFIX = "b";
+    public static final String INVLISTS_SUFFIX = "i";
+    public static final String DELETED_KEYS_BTREE_SUFFIX = "d";
+
+    // We only need a BTree factory because the inverted indexes consistency is validated against its dictionary BTree.
+    private final BTreeFactory btreeFactory;
+
+    private static FilenameFilter dictBTreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DICT_BTREE_SUFFIX);
+        }
+    };
+
+    private static FilenameFilter invListFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(INVLISTS_SUFFIX);
+        }
+    };
+
+    private static FilenameFilter deletedKeysBTreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DELETED_KEYS_BTREE_SUFFIX);
+        }
+    };
+
+    public LSMInvertedIndexFileManager(IFileMapProvider fileMapProvider, FileReference file, BTreeFactory btreeFactory) {
+        super(fileMapProvider, file, null);
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        String ts = getCurrentTimestamp();
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX),
+                createFlushFile(baseName + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX), createFlushFile(baseName
+                        + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX),
+                createMergeFile(baseName + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX), createMergeFile(baseName
+                        + SPLIT_STRING + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allInvListsFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files.
+        cleanupAndGetValidFilesInternal(deletedKeysBTreeFilter, btreeFactory, allDeletedKeysBTreeFiles);
+        HashSet<String> deletedKeysBTreeFilesSet = new HashSet<String>();
+        for (ComparableFileName cmpFileName : allDeletedKeysBTreeFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            deletedKeysBTreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+        }
+
+        // TODO: do we really need to validate the inverted lists files or is validating the dict. BTrees is enough?
+        validateFiles(deletedKeysBTreeFilesSet, allInvListsFiles, invListFilter, null);
+        validateFiles(deletedKeysBTreeFilesSet, allDictBTreeFiles, dictBTreeFilter, btreeFactory);
+        validateFiles(deletedKeysBTreeFilesSet, allBloomFilterFiles, bloomFilterFilter, null);
+
+        // Sanity check.
+        if (allDictBTreeFiles.size() != allInvListsFiles.size()
+                || allDictBTreeFiles.size() != allDeletedKeysBTreeFiles.size()
+                || allDictBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid Dictionary BTree, Inverted Lists, Deleted BTree, and Bloom Filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allDictBTreeFiles.isEmpty() || allInvListsFiles.isEmpty() || allDeletedKeysBTreeFiles.isEmpty()
+                || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allDictBTreeFiles.size() == 1 && allInvListsFiles.size() == 1 && allDeletedKeysBTreeFiles.size() == 1
+                && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allDictBTreeFiles.get(0).fileRef, allDeletedKeysBTreeFiles
+                    .get(0).fileRef, allBloomFilterFiles.get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allDeletedKeysBTreeFiles);
+        Collections.sort(allDictBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDictBTree = allDictBTreeFiles.get(0);
+        validComparableDictBTreeFiles.add(lastDictBTree);
+
+        List<ComparableFileName> validComparableDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDeletedKeysBTree = allDeletedKeysBTreeFiles.get(0);
+        validComparableDeletedKeysBTreeFiles.add(lastDeletedKeysBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allDictBTreeFiles.size(); i++) {
+            ComparableFileName currentDeletedKeysBTree = allDeletedKeysBTreeFiles.get(i);
+            ComparableFileName CurrentDictBTree = allDictBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentDeletedKeysBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[1]) > 0
+                    && CurrentDictBTree.interval[0].compareTo(lastDictBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableDictBTreeFiles.add(CurrentDictBTree);
+                validComparableDeletedKeysBTreeFiles.add(currentDeletedKeysBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastDictBTree = CurrentDictBTree;
+                lastDeletedKeysBTree = currentDeletedKeysBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentDeletedKeysBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[0]) >= 0
+                    && currentDeletedKeysBTree.interval[1].compareTo(lastDeletedKeysBTree.interval[1]) <= 0
+                    && CurrentDictBTree.interval[0].compareTo(lastDictBTree.interval[0]) >= 0
+                    && CurrentDictBTree.interval[1].compareTo(lastDictBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidDeletedBTreeFile = new File(currentDeletedKeysBTree.fullPath);
+                invalidDeletedBTreeFile.delete();
+                File invalidDictBTreeFile = new File(CurrentDictBTree.fullPath);
+                invalidDictBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableDictBTreeFiles, recencyCmp);
+        Collections.sort(validComparableDeletedKeysBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> dictBTreeFileIter = validComparableDictBTreeFiles.iterator();
+        Iterator<ComparableFileName> deletedKeysBTreeIter = validComparableDeletedKeysBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (dictBTreeFileIter.hasNext() && deletedKeysBTreeIter.hasNext()) {
+            ComparableFileName cmpDictBTreeFile = dictBTreeFileIter.next();
+            ComparableFileName cmpDeletedKeysBTreeFile = deletedKeysBTreeIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpDictBTreeFile.fileRef, cmpDeletedKeysBTreeFile.fileRef,
+                    cmpBloomFilterFileName.fileRef));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public String getInvListsFilePath(String dictBTreeFilePath) {
+        int index = dictBTreeFilePath.lastIndexOf(SPLIT_STRING);
+        String file = dictBTreeFilePath.substring(0, index);
+        return file + SPLIT_STRING + INVLISTS_SUFFIX;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
new file mode 100644
index 0000000..b38d23a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMInvertedIndexFlushOperation implements ILSMIOOperation, Comparable<LSMInvertedIndexFlushOperation> {
+    private final ILSMIndexAccessorInternal accessor;
+    private final ILSMComponent flushingComponent;
+    private final FileReference dictBTreeFlushTarget;
+    private final FileReference deletedKeysBTreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+
+    public LSMInvertedIndexFlushOperation(ILSMIndexAccessorInternal accessor, ILSMComponent flushingComponent,
+            FileReference dictBTreeFlushTarget, FileReference deletedKeysBTreeFlushTarget,
+            FileReference bloomFilterFlushTarget, ILSMIOOperationCallback callback, String indexIdentifier) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.dictBTreeFlushTarget = dictBTreeFlushTarget;
+        this.deletedKeysBTreeFlushTarget = deletedKeysBTreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(dictBTreeFlushTarget.getDeviceHandle());
+        devs.add(deletedKeysBTreeFlushTarget.getDeviceHandle());
+        devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        return devs;
+
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeFlushTarget() {
+        return dictBTreeFlushTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeFlushTarget() {
+        return deletedKeysBTreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public ILSMComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.FLUSH;
+    }
+
+    @Override
+    public int compareTo(LSMInvertedIndexFlushOperation o) {
+        return dictBTreeFlushTarget.getFile().getName().compareTo(o.getDictBTreeFlushTarget().getFile().getName());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMemoryComponent.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMemoryComponent.java
new file mode 100644
index 0000000..d5a9237
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMemoryComponent.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractMemoryLSMComponent;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+
+public class LSMInvertedIndexMemoryComponent extends AbstractMemoryLSMComponent {
+
+    private final IInvertedIndex invIndex;
+    private final BTree deletedKeysBTree;
+
+    public LSMInvertedIndexMemoryComponent(IInvertedIndex invIndex, BTree deletedKeysBTree, IVirtualBufferCache vbc,
+            boolean isActive, ILSMComponentFilter filter) {
+        super(vbc, isActive, filter);
+        this.invIndex = invIndex;
+        this.deletedKeysBTree = deletedKeysBTree;
+    }
+
+    public IInvertedIndex getInvIndex() {
+        return invIndex;
+    }
+
+    public BTree getDeletedKeysBTree() {
+        return deletedKeysBTree;
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        super.reset();
+        invIndex.deactivate();
+        invIndex.destroy();
+        invIndex.create();
+        invIndex.activate();
+        deletedKeysBTree.deactivate();
+        deletedKeysBTree.destroy();
+        deletedKeysBTree.create();
+        deletedKeysBTree.activate();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
new file mode 100644
index 0000000..7cbf544
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
@@ -0,0 +1,122 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+
+public class LSMInvertedIndexMergeOperation implements ILSMIOOperation {
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final IIndexCursor cursor;
+    private final FileReference dictBTreeMergeTarget;
+    private final FileReference deletedKeysBTreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+
+    public LSMInvertedIndexMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            IIndexCursor cursor, FileReference dictBTreeMergeTarget, FileReference deletedKeysBTreeMergeTarget,
+            FileReference bloomFilterMergeTarget, ILSMIOOperationCallback callback, String indexIdentifier) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.dictBTreeMergeTarget = dictBTreeMergeTarget;
+        this.deletedKeysBTreeMergeTarget = deletedKeysBTreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (Object o : mergingComponents) {
+            LSMInvertedIndexDiskComponent component = (LSMInvertedIndexDiskComponent) o;
+            OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) component.getInvIndex();
+            devs.add(invIndex.getBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getDeletedKeysBTree().getFileReference().getDeviceHandle());
+            devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(dictBTreeMergeTarget.getDeviceHandle());
+        devs.add(deletedKeysBTreeMergeTarget.getDeviceHandle());
+        devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        return devs;
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeMergeTarget() {
+        return dictBTreeMergeTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeMergeTarget() {
+        return deletedKeysBTreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public IIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.MERGE;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
new file mode 100644
index 0000000..c511a67
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
@@ -0,0 +1,169 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexOpContext implements ILSMIndexOperationContext {
+
+    private static final int NUM_DOCUMENT_FIELDS = 1;
+
+    private IndexOperation op;
+    private final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+
+    private IModificationOperationCallback modificationCallback;
+    private ISearchOperationCallback searchCallback;
+
+    // Tuple that only has the inverted-index elements (aka keys), projecting away the document fields.
+    public PermutingTupleReference keysOnlyTuple;
+
+    // Accessor to the in-memory inverted indexes.
+    public IInvertedIndexAccessor[] mutableInvIndexAccessors;
+    // Accessor to the deleted-keys BTrees.
+    public IIndexAccessor[] deletedKeysBTreeAccessors;
+
+    public IInvertedIndexAccessor currentMutableInvIndexAccessors;
+    public IIndexAccessor currentDeletedKeysBTreeAccessors;
+
+    public final PermutingTupleReference indexTuple;
+    public final MultiComparator filterCmp;
+    public final PermutingTupleReference filterTuple;
+
+    public ISearchPredicate searchPredicate;
+
+    public LSMInvertedIndexOpContext(List<ILSMComponent> mutableComponents,
+            IModificationOperationCallback modificationCallback, ISearchOperationCallback searchCallback,
+            int[] invertedIndexFields, int[] filterFields) throws HyracksDataException {
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+
+        mutableInvIndexAccessors = new IInvertedIndexAccessor[mutableComponents.size()];
+        deletedKeysBTreeAccessors = new IIndexAccessor[mutableComponents.size()];
+
+        for (int i = 0; i < mutableComponents.size(); i++) {
+            LSMInvertedIndexMemoryComponent mutableComponent = (LSMInvertedIndexMemoryComponent) mutableComponents
+                    .get(i);
+            mutableInvIndexAccessors[i] = (IInvertedIndexAccessor) mutableComponent.getInvIndex()
+                    .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            deletedKeysBTreeAccessors[i] = mutableComponent.getDeletedKeysBTree()
+                    .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        }
+
+        assert mutableComponents.size() > 0;
+
+        // Project away the document fields, leaving only the key fields.
+        LSMInvertedIndexMemoryComponent c = (LSMInvertedIndexMemoryComponent) mutableComponents.get(0);
+        int numKeyFields = c.getInvIndex().getInvListTypeTraits().length;
+        int[] keyFieldPermutation = new int[numKeyFields];
+        for (int i = 0; i < numKeyFields; i++) {
+            keyFieldPermutation[i] = NUM_DOCUMENT_FIELDS + i;
+        }
+        keysOnlyTuple = new PermutingTupleReference(keyFieldPermutation);
+
+        if (filterFields != null) {
+            indexTuple = new PermutingTupleReference(invertedIndexFields);
+            filterCmp = MultiComparator.create(c.getLSMComponentFilter().getFilterCmpFactories());
+            filterTuple = new PermutingTupleReference(filterFields);
+        } else {
+            indexTuple = null;
+            filterCmp = null;
+            filterTuple = null;
+        }
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+        componentsToBeReplicated.clear();
+    }
+
+    @Override
+    // TODO: Ignore opcallback for now.
+    public void setOperation(IndexOperation newOp) throws HyracksDataException {
+        reset();
+        op = newOp;
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        currentMutableInvIndexAccessors = mutableInvIndexAccessors[currentMutableComponentId];
+        currentDeletedKeysBTreeAccessors = deletedKeysBTreeAccessors[currentMutableComponentId];
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..358317c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexRangeSearchCursor extends LSMIndexSearchCursor {
+
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    private IIndexCursor[] deletedKeysBTreeCursors;
+    protected ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    protected PermutingTupleReference keysOnlyTuple;
+    protected RangePredicate keySearchPred;
+
+    public LSMInvertedIndexRangeSearchCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx, false);
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        super.next();
+    }
+
+    @Override
+    public void open(ICursorInitialState initState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        LSMInvertedIndexRangeSearchCursorInitialState lsmInitState = (LSMInvertedIndexRangeSearchCursorInitialState) initState;
+        cmp = lsmInitState.getOriginalKeyComparator();
+        int numComponents = lsmInitState.getNumComponents();
+        rangeCursors = new IIndexCursor[numComponents];
+        for (int i = 0; i < numComponents; i++) {
+            IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) lsmInitState.getIndexAccessors().get(i);
+            rangeCursors[i] = invIndexAccessor.createRangeSearchCursor();
+            invIndexAccessor.rangeSearch(rangeCursors[i], lsmInitState.getSearchPredicate());
+        }
+        lsmHarness = lsmInitState.getLSMHarness();
+        operationalComponents = lsmInitState.getOperationalComponents();
+        includeMutableComponent = lsmInitState.getIncludeMemComponent();
+
+        // For searching the deleted-keys BTrees.
+        this.keysOnlyTuple = lsmInitState.getKeysOnlyTuple();
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+
+        if (!deletedKeysBTreeAccessors.isEmpty()) {
+            deletedKeysBTreeCursors = new IIndexCursor[deletedKeysBTreeAccessors.size()];
+            for (int i = 0; i < operationalComponents.size(); i++) {
+                ILSMComponent component = operationalComponents.get(i);
+                if (component.getType() == LSMComponentType.MEMORY) {
+                    // No need for a bloom filter for the in-memory BTree.
+                    deletedKeysBTreeCursors[i] = deletedKeysBTreeAccessors.get(i).createSearchCursor(false);
+                } else {
+                    deletedKeysBTreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor(
+                            (IBTreeLeafFrame) lsmInitState.getgetDeletedKeysBTreeLeafFrameFactory().createFrame(),
+                            false, ((LSMInvertedIndexDiskComponent) operationalComponents.get(i)).getBloomFilter());
+                }
+            }
+        }
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(keysOnlyTuple, keysOnlyTuple, true, true, keyCmp, keyCmp);
+
+        setPriorityQueueComparator();
+        initPriorityQueue();
+    }
+
+    /**
+     * Check deleted-keys BTrees whether they contain the key in the checkElement's tuple.
+     */
+    @Override
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        keysOnlyTuple.reset(checkElement.getTuple());
+        int end = checkElement.getCursorIndex();
+        for (int i = 0; i < end; i++) {
+            deletedKeysBTreeCursors[i].reset();
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursors[i], keySearchPred);
+                if (deletedKeysBTreeCursors[i].hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursors[i].close();
+            }
+        }
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
new file mode 100644
index 0000000..27a5fcf
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexRangeSearchCursorInitialState implements ICursorInitialState {
+
+    private final MultiComparator tokensAndKeysCmp;
+    private final MultiComparator keyCmp;
+    private final ILSMHarness lsmHarness;
+
+    private final ArrayList<IIndexAccessor> indexAccessors;
+    private final ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final ISearchPredicate predicate;
+    private final PermutingTupleReference keysOnlyTuple;
+    private final ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory;
+
+    private final boolean includeMemComponent;
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMInvertedIndexRangeSearchCursorInitialState(MultiComparator tokensAndKeysCmp, MultiComparator keyCmp,
+            PermutingTupleReference keysOnlyTuple, ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory,
+            boolean includeMemComponent, ILSMHarness lsmHarness, ArrayList<IIndexAccessor> indexAccessors,
+            ArrayList<IIndexAccessor> deletedKeysBTreeAccessors, ISearchPredicate predicate,
+            List<ILSMComponent> operationalComponents) {
+        this.tokensAndKeysCmp = tokensAndKeysCmp;
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.deletedKeysBtreeLeafFrameFactory = deletedKeysBtreeLeafFrameFactory;
+        this.lsmHarness = lsmHarness;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.predicate = predicate;
+        this.includeMemComponent = includeMemComponent;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public int getNumComponents() {
+        return indexAccessors.size();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        // Do nothing.
+    }
+
+    public ArrayList<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public ArrayList<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+
+    public ISearchPredicate getSearchPredicate() {
+        return predicate;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        // Do nothing.
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return tokensAndKeysCmp;
+    }
+
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+
+    public ITreeIndexFrameFactory getgetDeletedKeysBTreeLeafFrameFactory() {
+        return deletedKeysBtreeLeafFrameFactory;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
new file mode 100644
index 0000000..521d81d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
@@ -0,0 +1,194 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+
+/**
+ * Searches the components one-by-one, completely consuming a cursor before moving on to the next one.
+ * Therefore, the are no guarantees about sort order of the results.
+ */
+public class LSMInvertedIndexSearchCursor implements IIndexCursor {
+
+    private IIndexAccessor currentAccessor;
+    private IIndexCursor currentCursor;
+    private int accessorIndex = -1;
+    private boolean tupleConsumed = true;
+    private ILSMHarness harness;
+    private List<IIndexAccessor> indexAccessors;
+    private ISearchPredicate searchPred;
+    private ISearchOperationCallback searchCallback;
+
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    private IIndexCursor[] deletedKeysBTreeCursors;
+    private List<IIndexAccessor> deletedKeysBTreeAccessors;
+    private RangePredicate keySearchPred;
+    private ILSMIndexOperationContext opCtx;
+
+    private List<ILSMComponent> operationalComponents;
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMInvertedIndexSearchCursorInitialState lsmInitState = (LSMInvertedIndexSearchCursorInitialState) initialState;
+        harness = lsmInitState.getLSMHarness();
+        operationalComponents = lsmInitState.getOperationalComponents();
+        indexAccessors = lsmInitState.getIndexAccessors();
+        opCtx = lsmInitState.getOpContext();
+        accessorIndex = 0;
+        this.searchPred = searchPred;
+        this.searchCallback = lsmInitState.getSearchOperationCallback();
+
+        // For searching the deleted-keys BTrees.
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+        deletedKeysBTreeCursors = new IIndexCursor[deletedKeysBTreeAccessors.size()];
+
+        for (int i = 0; i < operationalComponents.size(); i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            if (component.getType() == LSMComponentType.MEMORY) {
+                // No need for a bloom filter for the in-memory BTree.
+                deletedKeysBTreeCursors[i] = deletedKeysBTreeAccessors.get(i).createSearchCursor(false);
+            } else {
+                deletedKeysBTreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor((IBTreeLeafFrame) lsmInitState
+                        .getgetDeletedKeysBTreeLeafFrameFactory().createFrame(), false,
+                        ((LSMInvertedIndexDiskComponent) operationalComponents.get(i)).getBloomFilter());
+            }
+        }
+
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(null, null, true, true, keyCmp, keyCmp);
+    }
+
+    protected boolean isDeleted(ITupleReference key) throws HyracksDataException, IndexException {
+        keySearchPred.setLowKey(key, true);
+        keySearchPred.setHighKey(key, true);
+        for (int i = 0; i < accessorIndex; i++) {
+            deletedKeysBTreeCursors[i].reset();
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursors[i], keySearchPred);
+                if (deletedKeysBTreeCursors[i].hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursors[i].close();
+            }
+        }
+        return false;
+    }
+
+    // Move to the next tuple that has not been deleted.
+    private boolean nextValidTuple() throws HyracksDataException, IndexException {
+        while (currentCursor.hasNext()) {
+            currentCursor.next();
+            if (!isDeleted(currentCursor.getTuple())) {
+                tupleConsumed = false;
+                return true;
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (!tupleConsumed) {
+            return true;
+        }
+        if (currentCursor != null) {
+            if (nextValidTuple()) {
+                return true;
+            }
+            currentCursor.close();
+            accessorIndex++;
+        }
+        while (accessorIndex < indexAccessors.size()) {
+            // Current cursor has been exhausted, switch to next accessor/cursor.
+            currentAccessor = indexAccessors.get(accessorIndex);
+            currentCursor = currentAccessor.createSearchCursor(false);
+            try {
+                currentAccessor.search(currentCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                throw e;
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            if (nextValidTuple()) {
+                return true;
+            }
+            // Close as we go to release resources.
+            currentCursor.close();
+            accessorIndex++;
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Mark the tuple as consumed, so hasNext() can move on.
+        tupleConsumed = true;
+        // We assume that the underlying cursors materialize their results such that
+        // there is no need to reposition the result cursor after reconciliation.
+        if (!searchCallback.proceed(currentCursor.getTuple())) {
+            searchCallback.reconcile(currentCursor.getTuple());
+        }
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        reset();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        try {
+            if (currentCursor != null) {
+                currentCursor.close();
+                currentCursor = null;
+            }
+            accessorIndex = 0;
+        } finally {
+            if (harness != null) {
+                harness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return currentCursor.getTuple();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
new file mode 100644
index 0000000..274e399
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexSearchCursorInitialState implements ICursorInitialState {
+
+    private final boolean includeMemComponent;
+    private final ILSMHarness lsmHarness;
+    private final List<IIndexAccessor> indexAccessors;
+    private final List<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final LSMInvertedIndexOpContext ctx;
+    private ISearchOperationCallback searchCallback;
+    private MultiComparator originalCmp;
+    private final MultiComparator keyCmp;
+    private final PermutingTupleReference keysOnlyTuple;
+    private final ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory;
+
+    private final List<ILSMComponent> operationalComponents;
+
+    public LSMInvertedIndexSearchCursorInitialState(final MultiComparator keyCmp, PermutingTupleReference keysOnlyTuple,
+            List<IIndexAccessor> indexAccessors, List<IIndexAccessor> deletedKeysBTreeAccessors,
+            ITreeIndexFrameFactory deletedKeysBtreeLeafFrameFactory, IIndexOperationContext ctx,
+            boolean includeMemComponent, ILSMHarness lsmHarness, List<ILSMComponent> operationalComponents) {
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.deletedKeysBtreeLeafFrameFactory = deletedKeysBtreeLeafFrameFactory;
+        this.includeMemComponent = includeMemComponent;
+        this.operationalComponents = operationalComponents;
+        this.lsmHarness = lsmHarness;
+        this.ctx = (LSMInvertedIndexOpContext) ctx;
+        this.searchCallback = this.ctx.getSearchOperationCallback();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public List<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    public ILSMIndexOperationContext getOpContext() {
+        return ctx;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalCmp = originalCmp;
+    }
+
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+
+    public List<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+
+    public ITreeIndexFrameFactory getgetDeletedKeysBTreeLeafFrameFactory() {
+        return deletedKeysBtreeLeafFrameFactory;
+    }
+
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
new file mode 100644
index 0000000..7aecbd1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/impls/PartitionedLSMInvertedIndex.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.common.api.IVirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedLSMInvertedIndex extends LSMInvertedIndex {
+
+    public PartitionedLSMInvertedIndex(List<IVirtualBufferCache> virtualBufferCaches,
+            OnDiskInvertedIndexFactory diskInvIndexFactory, BTreeFactory deletedKeysBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, ILSMComponentFilterFactory filterFactory,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            double bloomFilterFalsePositiveRate, ILSMIndexFileManager fileManager,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, int[] invertedIndexFields, int[] filterFields,
+            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable)
+            throws IndexException {
+        super(virtualBufferCaches, diskInvIndexFactory, deletedKeysBTreeFactory, bloomFilterFactory, filterFactory,
+                filterFrameFactory, filterManager, bloomFilterFalsePositiveRate, fileManager, diskFileMapProvider,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                mergePolicy, opTracker, ioScheduler, ioOpCallback, invertedIndexFields, filterFields,
+                filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, durable);
+    }
+
+    @Override
+    protected InMemoryInvertedIndex createInMemoryInvertedIndex(IVirtualBufferCache virtualBufferCache,
+            IVirtualMetaDataPageManager virtualFreePageManager, int id) throws IndexException {
+        return InvertedIndexUtils.createPartitionedInMemoryBTreeInvertedindex(virtualBufferCache,
+                virtualFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                tokenizerFactory, new FileReference(new File(fileManager.getBaseDir() + "_virtual_vocab_" + id)));
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
new file mode 100644
index 0000000..0e26874
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
@@ -0,0 +1,215 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class InMemoryInvertedIndex implements IInvertedIndex {
+
+    protected final BTree btree;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+
+    protected final ITypeTraits[] btreeTypeTraits;
+    protected final IBinaryComparatorFactory[] btreeCmpFactories;
+
+    public InMemoryInvertedIndex(IBufferCache virtualBufferCache, IMetaDataPageManager virtualFreePageManager,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, FileReference btreeFileRef) throws BTreeException {
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+        // BTree tuples: <tokens, inverted-list elements>.
+        int numBTreeFields = tokenTypeTraits.length + invListTypeTraits.length;
+        btreeTypeTraits = new ITypeTraits[numBTreeFields];
+        btreeCmpFactories = new IBinaryComparatorFactory[numBTreeFields];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+            btreeCmpFactories[i] = tokenCmpFactories[i];
+        }
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            btreeTypeTraits[tokenTypeTraits.length + i] = invListTypeTraits[i];
+            btreeCmpFactories[tokenTypeTraits.length + i] = invListCmpFactories[i];
+        }
+        this.btree = BTreeUtils.createBTree(virtualBufferCache, virtualFreePageManager,
+                ((IVirtualBufferCache) virtualBufferCache).getFileMapProvider(), btreeTypeTraits, btreeCmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, btreeFileRef);
+    }
+
+    @Override
+    public void create() throws HyracksDataException {
+        btree.create();
+    }
+
+    @Override
+    public void activate() throws HyracksDataException {
+        btree.activate();
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        btree.clear();
+    }
+
+    @Override
+    public void deactivate() throws HyracksDataException {
+        btree.deactivate();
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        btree.destroy();
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+    }
+
+    public void insert(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference insertTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.insert(insertTuple);
+            } catch (TreeIndexDuplicateKeyException e) {
+                // This exception may be caused by duplicate tokens in the same insert "document".
+                // We ignore such duplicate tokens in all inverted-index implementations, hence
+                // we can safely ignore this exception.
+            }
+        }
+    }
+
+    public void delete(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference deleteTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.delete(deleteTuple);
+            } catch (TreeIndexNonExistentKeyException e) {
+                // Ignore this exception, since a document may have duplicate tokens.
+            }
+        }
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        IBufferCache virtualBufferCache = btree.getBufferCache();
+        return virtualBufferCache.getNumPages() * virtualBufferCache.getPageSize();
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new InMemoryInvertedListCursor(invListTypeTraits.length, tokenTypeTraits.length);
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.setOperation(IndexOperation.SEARCH);
+        InMemoryInvertedListCursor inMemListCursor = (InMemoryInvertedListCursor) listCursor;
+        inMemListCursor.prepare(ctx.btreeAccessor, ctx.btreePred, ctx.tokenFieldsCmp, ctx.btreeCmp);
+        inMemListCursor.reset(searchKey);
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new InMemoryInvertedIndexAccessor(this, new InMemoryInvertedIndexOpContext(btree, tokenCmpFactories,
+                tokenizerFactory));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return btree.getBufferCache();
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws IndexException {
+        throw new UnsupportedOperationException("Bulk load not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return true;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        throw new UnsupportedOperationException("Bulk load not supported by in-memory inverted index.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
new file mode 100644
index 0000000..ffe5259
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex.DefaultHyracksCommonContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+
+public class InMemoryInvertedIndexAccessor implements IInvertedIndexAccessor {
+    // TODO: This ctx needs to go away.
+    protected final IHyracksCommonContext hyracksCtx = new DefaultHyracksCommonContext();
+    protected final IInvertedIndexSearcher searcher;
+    protected IIndexOperationContext opCtx;
+    protected InMemoryInvertedIndex index;
+    protected BTreeAccessor btreeAccessor;
+
+    public InMemoryInvertedIndexAccessor(InMemoryInvertedIndex index, IIndexOperationContext opCtx)
+            throws HyracksDataException {
+        this.opCtx = opCtx;
+        this.index = index;
+        this.searcher = createSearcher();
+        this.btreeAccessor = (BTreeAccessor) index.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.setOperation(IndexOperation.INSERT);
+        index.insert(tuple, btreeAccessor, opCtx);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.setOperation(IndexOperation.DELETE);
+        index.delete(tuple, btreeAccessor, opCtx);
+    }
+
+    @Override
+    public IIndexCursor createSearchCursor(boolean exclusive) {
+        return new OnDiskInvertedIndexSearchCursor(searcher, index.getInvListTypeTraits().length);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return index.createInvertedListCursor();
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        index.openInvertedListCursor(listCursor, searchKey, opCtx);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) index.getBTree().getLeafFrameFactory().createFrame();
+        return new BTreeRangeSearchCursor(leafFrame, false);
+    }
+
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        btreeAccessor.search(cursor, searchPred);
+    }
+
+    public BTreeAccessor getBTreeAccessor() {
+        return btreeAccessor;
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by in-memory inverted index.");
+    }
+
+    protected IInvertedIndexSearcher createSearcher() throws HyracksDataException {
+        return new TOccurrenceSearcher(hyracksCtx, index);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
new file mode 100644
index 0000000..cf6dff3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexTokenizingTupleIterator;
+
+public class InMemoryInvertedIndexOpContext implements IIndexOperationContext {
+    public IndexOperation op;
+    public final BTree btree;
+
+    // Needed for search operations,
+    public RangePredicate btreePred;
+    public BTreeAccessor btreeAccessor;
+    public MultiComparator btreeCmp;
+    public IBinaryComparatorFactory[] tokenCmpFactories;
+    public MultiComparator tokenFieldsCmp;
+
+    // To generate in-memory BTree tuples for insertions.
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+    public InvertedIndexTokenizingTupleIterator tupleIter;
+
+    public InMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        this.btree = btree;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        switch (newOp) {
+            case INSERT:
+            case DELETE: {
+                if (tupleIter == null) {
+                    setTokenizingTupleIterator();
+                }
+                break;
+            }
+            case SEARCH: {
+                if (btreePred == null) {
+                    btreePred = new RangePredicate(null, null, true, true, null, null);
+                    btreeAccessor = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                            NoOpOperationCallback.INSTANCE);
+                    btreeCmp = MultiComparator.create(btree.getComparatorFactories());
+                    tokenFieldsCmp = MultiComparator.create(tokenCmpFactories);
+                }
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Unsupported operation " + newOp);
+            }
+        }
+        op = newOp;
+    }
+
+    @Override
+    public void reset() {
+        op = null;
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    protected void setTokenizingTupleIterator() {
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        tupleIter = new InvertedIndexTokenizingTupleIterator(tokenCmpFactories.length, btree.getFieldCount()
+                - tokenCmpFactories.length, tokenizer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
new file mode 100644
index 0000000..be5358c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
@@ -0,0 +1,244 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+public class InMemoryInvertedListCursor implements IInvertedListCursor {
+    private RangePredicate btreePred;
+    private BTreeAccessor btreeAccessor;
+    private IIndexCursor btreeCursor;
+    private boolean cursorNeedsClose = false;
+    private IIndexCursor countingCursor;
+    private MultiComparator tokenFieldsCmp;
+    private MultiComparator btreeCmp;
+    private final PermutingTupleReference resultTuple;
+    private final ConcatenatingTupleReference btreeSearchTuple;
+
+    private final ArrayTupleBuilder tokenTupleBuilder;
+    private final ArrayTupleReference tokenTuple = new ArrayTupleReference();
+
+    private int numElements = -1;
+
+    public InMemoryInvertedListCursor(int invListFieldCount, int tokenFieldCount) {
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < invListFieldCount; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        resultTuple = new PermutingTupleReference(fieldPermutation);
+        // Concatenating the tuple with tokens, and the tuple with inverted-list elements.
+        btreeSearchTuple = new ConcatenatingTupleReference(2);
+        tokenTupleBuilder = new ArrayTupleBuilder(tokenFieldCount);
+    }
+
+    public void prepare(BTreeAccessor btreeAccessor, RangePredicate btreePred, MultiComparator tokenFieldsCmp,
+            MultiComparator btreeCmp) throws HyracksDataException, IndexException {
+        // Avoid object creation if this.btreeAccessor == btreeAccessor.
+        if (this.btreeAccessor != btreeAccessor) {
+            this.btreeAccessor = btreeAccessor;
+            this.btreeCursor = btreeAccessor.createSearchCursor(false);
+            this.countingCursor = btreeAccessor.createCountingSearchCursor();
+            this.btreePred = btreePred;
+            this.btreePred.setLowKeyComparator(tokenFieldsCmp);
+            this.btreePred.setHighKeyComparator(tokenFieldsCmp);
+            this.tokenFieldsCmp = tokenFieldsCmp;
+            this.btreeCmp = btreeCmp;
+        }
+    }
+
+    @Override
+    public int compareTo(IInvertedListCursor cursor) {
+        return size() - cursor.size();
+    }
+
+    public void reset(ITupleReference tuple) throws HyracksDataException, IndexException {
+        numElements = -1;
+        // Copy the tokens tuple for later use in btree probes.
+        TupleUtils.copyTuple(tokenTupleBuilder, tuple, tuple.getFieldCount());
+        tokenTuple.reset(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray());
+        btreeSearchTuple.reset();
+        btreeSearchTuple.addTuple(tokenTuple);
+        btreeCursor.reset();
+        countingCursor.reset();
+    }
+
+    @Override
+    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
+        // Do nothing
+    }
+
+    @Override
+    public void pinPages() throws HyracksDataException, IndexException {
+        btreePred.setLowKeyComparator(tokenFieldsCmp);
+        btreePred.setHighKeyComparator(tokenFieldsCmp);
+        btreePred.setLowKey(tokenTuple, true);
+        btreePred.setHighKey(tokenTuple, true);
+        btreeAccessor.search(btreeCursor, btreePred);
+        cursorNeedsClose = true;
+    }
+
+    @Override
+    public void unpinPages() throws HyracksDataException {
+        if (cursorNeedsClose) {
+            btreeCursor.close();
+            cursorNeedsClose = false;
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        return btreeCursor.hasNext();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        btreeCursor.next();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        resultTuple.reset(btreeCursor.getTuple());
+        return resultTuple;
+    }
+
+    @Override
+    public int size() {
+        if (numElements < 0) {
+            btreePred.setLowKeyComparator(tokenFieldsCmp);
+            btreePred.setHighKeyComparator(tokenFieldsCmp);
+            btreePred.setLowKey(tokenTuple, true);
+            btreePred.setHighKey(tokenTuple, true);
+
+            // Perform the count.
+            try {
+                btreeAccessor.search(countingCursor, btreePred);
+                while (countingCursor.hasNext()) {
+                    countingCursor.next();
+                    ITupleReference countTuple = countingCursor.getTuple();
+                    numElements = IntegerPointable.getInteger(countTuple.getFieldData(0), countTuple.getFieldStart(0));
+                }
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            } catch (IndexException e) {
+                e.printStackTrace();
+            } finally {
+                try {
+                    countingCursor.close();
+                } catch (HyracksDataException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+        return numElements;
+    }
+
+    @Override
+    public int getStartPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getEndPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getStartOff() {
+        return 0;
+    }
+
+    @Override
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException,
+            IndexException {
+        // Close cursor if necessary.
+        unpinPages();
+        btreeSearchTuple.addTuple(searchTuple);
+        btreePred.setLowKeyComparator(btreeCmp);
+        btreePred.setHighKeyComparator(btreeCmp);
+        btreePred.setLowKey(btreeSearchTuple, true);
+        btreePred.setHighKey(btreeSearchTuple, true);
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            btreeSearchTuple.removeLastTuple();
+            throw new HyracksDataException(e);
+        }
+        boolean containsKey = false;
+        try {
+            containsKey = btreeCursor.hasNext();
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();
+            btreeSearchTuple.removeLastTuple();
+        }
+        return containsKey;
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException {
+        StringBuilder strBuilder = new StringBuilder();
+        try {
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                ITupleReference tuple = btreeCursor.getTuple();
+                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(1), tuple.getFieldStart(1),
+                        tuple.getFieldLength(1));
+                DataInput dataIn = new DataInputStream(inStream);
+                Object o = serdes[0].deserialize(dataIn);
+                strBuilder.append(o.toString() + " ");
+            }
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();
+        }
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
new file mode 100644
index 0000000..39dcd4a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndex.java
@@ -0,0 +1,150 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.util.ArrayList;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.PartitionedInvertedIndexTokenizingTupleIterator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class PartitionedInMemoryInvertedIndex extends InMemoryInvertedIndex implements IPartitionedInvertedIndex {
+
+    protected final ReentrantReadWriteLock partitionIndexLock = new ReentrantReadWriteLock(true);
+    protected short minPartitionIndex = Short.MAX_VALUE;
+    protected short maxPartitionIndex = Short.MIN_VALUE;
+
+    public PartitionedInMemoryInvertedIndex(IBufferCache memBufferCache, IMetaDataPageManager memFreePageManager,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, FileReference btreeFileRef) throws BTreeException {
+        super(memBufferCache, memFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, tokenizerFactory, btreeFileRef);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOperationContext ictx)
+            throws HyracksDataException, IndexException {
+        super.insert(tuple, btreeAccessor, ictx);
+        PartitionedInMemoryInvertedIndexOpContext ctx = (PartitionedInMemoryInvertedIndexOpContext) ictx;
+        PartitionedInvertedIndexTokenizingTupleIterator tupleIter = (PartitionedInvertedIndexTokenizingTupleIterator) ctx.tupleIter;
+        updatePartitionIndexes(tupleIter.getNumTokens());
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        super.clear();
+        minPartitionIndex = Short.MAX_VALUE;
+        maxPartitionIndex = Short.MIN_VALUE;
+    }
+
+    public void updatePartitionIndexes(short numTokens) {
+        partitionIndexLock.writeLock().lock();
+        try {
+            if (numTokens < minPartitionIndex) {
+                minPartitionIndex = numTokens;
+            }
+            if (numTokens > maxPartitionIndex) {
+                maxPartitionIndex = numTokens;
+            }
+        } finally {
+            partitionIndexLock.writeLock().unlock();
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new PartitionedInMemoryInvertedIndexAccessor(this, new PartitionedInMemoryInvertedIndexOpContext(btree,
+                tokenCmpFactories, tokenizerFactory));
+    }
+
+    @Override
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException {
+        short minPartitionIndex;
+        short maxPartitionIndex;
+        partitionIndexLock.readLock().lock();
+        minPartitionIndex = this.minPartitionIndex;
+        maxPartitionIndex = this.maxPartitionIndex;
+        partitionIndexLock.readLock().unlock();
+
+        if (minPartitionIndex == Short.MAX_VALUE && maxPartitionIndex == Short.MIN_VALUE) {
+            // Index must be empty.
+            return false;
+        }
+        short partitionStartIndex = minPartitionIndex;
+        short partitionEndIndex = maxPartitionIndex;
+        if (numTokensLowerBound >= 0) {
+            partitionStartIndex = (short) Math.max(minPartitionIndex, numTokensLowerBound);
+        }
+        if (numTokensUpperBound >= 0) {
+            partitionEndIndex = (short) Math.min(maxPartitionIndex, numTokensUpperBound);
+        }
+
+        PartitionedTOccurrenceSearcher partSearcher = (PartitionedTOccurrenceSearcher) searcher;
+        PartitionedInMemoryInvertedIndexOpContext ctx = (PartitionedInMemoryInvertedIndexOpContext) ictx;
+        ctx.setOperation(IndexOperation.SEARCH);
+        // We can pick either of the full low or high search key, since they should be identical here.
+        ITupleReference searchKey = partSearcher.getFullLowSearchKey();
+        ctx.btreePred.setLowKey(searchKey, true);
+        ctx.btreePred.setHighKey(searchKey, true);
+        // Go through all possibly partitions and see if the token matches.
+        // TODO: This procedure could be made more efficient by determining the next partition to search
+        // using the last existing partition and re-searching the BTree with an open interval as low key.
+        for (short i = partitionStartIndex; i <= partitionEndIndex; i++) {
+            partSearcher.setNumTokensBoundsInSearchKeys(i, i);
+            InMemoryInvertedListCursor inMemListCursor = (InMemoryInvertedListCursor) partSearcher
+                    .getCachedInvertedListCursor();
+            inMemListCursor.prepare(ctx.btreeAccessor, ctx.btreePred, ctx.tokenFieldsCmp, ctx.btreeCmp);
+            inMemListCursor.reset(searchKey);
+            invListPartitions.addInvertedListCursor(inMemListCursor, i);
+        }
+        return true;
+    }
+
+    @Override
+    public boolean isEmpty() {
+        partitionIndexLock.readLock().lock();
+        if (minPartitionIndex == Short.MAX_VALUE && maxPartitionIndex == Short.MIN_VALUE) {
+            // Index must be empty.
+            partitionIndexLock.readLock().unlock();
+            return true;
+        }
+        partitionIndexLock.readLock().unlock();
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java
new file mode 100644
index 0000000..47b4a0c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexAccessor.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+
+public class PartitionedInMemoryInvertedIndexAccessor extends InMemoryInvertedIndexAccessor {
+
+    public PartitionedInMemoryInvertedIndexAccessor(InMemoryInvertedIndex index, IIndexOperationContext opCtx)
+            throws HyracksDataException {
+        super(index, opCtx);
+    }
+
+    protected IInvertedIndexSearcher createSearcher() throws HyracksDataException {
+        return new PartitionedTOccurrenceSearcher(hyracksCtx, index);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
new file mode 100644
index 0000000..742af79
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexOpContext.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.PartitionedInvertedIndexTokenizingTupleIterator;
+
+public class PartitionedInMemoryInvertedIndexOpContext extends InMemoryInvertedIndexOpContext {
+
+    public PartitionedInMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        super(btree, tokenCmpFactories, tokenizerFactory);
+    }
+
+    protected void setTokenizingTupleIterator() {
+        IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+        tupleIter = new PartitionedInvertedIndexTokenizingTupleIterator(tokenCmpFactories.length, btree.getFieldCount()
+                - tokenCmpFactories.length, tokenizer);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
new file mode 100644
index 0000000..3889edd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
@@ -0,0 +1,84 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+
+public class FixedSizeElementInvertedListBuilder implements IInvertedListBuilder {
+    private final int listElementSize;
+    private int listSize = 0;
+
+    private byte[] targetBuf;
+    private int pos;
+
+    public FixedSizeElementInvertedListBuilder(ITypeTraits[] invListFields) {
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            tmp += invListFields[i].getFixedLength();
+        }
+        listElementSize = tmp;
+    }
+
+    @Override
+    public boolean startNewList(ITupleReference tuple, int tokenField) {
+        if (pos + listElementSize > targetBuf.length) {
+            return false;
+        } else {
+            listSize = 0;
+            return true;
+        }
+    }
+
+    @Override
+    public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields) {
+        if (pos + listElementSize > targetBuf.length) {
+            return false;
+        }
+
+        for (int i = 0; i < numElementFields; i++) {
+            int field = numTokenFields + i;
+            System.arraycopy(tuple.getFieldData(field), tuple.getFieldStart(field), targetBuf, pos,
+                    tuple.getFieldLength(field));
+        }
+
+        listSize++;
+        pos += listElementSize;
+
+        return true;
+    }
+
+    @Override
+    public void setTargetBuffer(byte[] targetBuf, int startPos) {
+        this.targetBuf = targetBuf;
+        this.pos = startPos;
+    }
+
+    @Override
+    public int getListSize() {
+        return listSize;
+    }
+
+    @Override
+    public int getPos() {
+        return pos;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
new file mode 100644
index 0000000..4e8b4f9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+
+public class FixedSizeElementInvertedListBuilderFactory implements IInvertedListBuilderFactory {
+
+    private final ITypeTraits[] invListFields;
+
+    public FixedSizeElementInvertedListBuilderFactory(ITypeTraits[] invListFields) {
+        this.invListFields = invListFields;
+    }
+
+    @Override
+    public IInvertedListBuilder create() {
+        return new FixedSizeElementInvertedListBuilder(invListFields);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
new file mode 100644
index 0000000..c0b86d4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
@@ -0,0 +1,299 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class FixedSizeElementInvertedListCursor implements IInvertedListCursor {
+
+    private final IBufferCache bufferCache;
+    private final int fileId;
+    private final int elementSize;
+    private int currentElementIx;
+    private int currentOff;
+    private int currentPageIx;
+
+    private int startPageId;
+    private int endPageId;
+    private int startOff;
+    private int numElements;
+
+    private final FixedSizeTupleReference tuple;
+    private ICachedPage[] pages = new ICachedPage[10];
+    private int[] elementIndexes = new int[10];
+
+    private boolean pinned = false;
+
+    public FixedSizeElementInvertedListCursor(IBufferCache bufferCache, int fileId, ITypeTraits[] invListFields) {
+        this.bufferCache = bufferCache;
+        this.fileId = fileId;
+        this.currentElementIx = 0;
+        this.currentPageIx = 0;
+
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            tmp += invListFields[i].getFixedLength();
+        }
+        elementSize = tmp;
+        this.currentOff = -elementSize;
+        this.tuple = new FixedSizeTupleReference(invListFields);
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (currentElementIx < numElements)
+            return true;
+        else
+            return false;
+    }
+
+    @Override
+    public void next() {
+        if (currentOff + 2 * elementSize > bufferCache.getPageSize()) {
+            currentPageIx++;
+            currentOff = 0;
+        } else {
+            currentOff += elementSize;
+        }
+        currentElementIx++;
+        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
+    }
+
+    @Override
+    public void pinPages() throws HyracksDataException {
+        if (pinned) {
+            return;
+        }
+        int pix = 0;
+        for (int i = startPageId; i <= endPageId; i++) {
+            pages[pix] = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i), false);
+            pages[pix].acquireReadLatch();
+            pix++;
+        }
+        pinned = true;
+    }
+
+    @Override
+    public void unpinPages() throws HyracksDataException {
+        int numPages = endPageId - startPageId + 1;
+        for (int i = 0; i < numPages; i++) {
+            pages[i].releaseReadLatch();
+            bufferCache.unpin(pages[i]);
+        }
+        pinned = false;
+    }
+
+    private void positionCursor(int elementIx) {
+        int numPages = endPageId - startPageId + 1;
+
+        currentPageIx = binarySearch(elementIndexes, 0, numPages, elementIx);
+        if (currentPageIx < 0) {
+            throw new IndexOutOfBoundsException("Requested index: " + elementIx + " from array with numElements: "
+                    + numElements);
+        }
+
+        if (currentPageIx == 0) {
+            currentOff = startOff + elementIx * elementSize;
+        } else {
+            int relativeElementIx = elementIx - elementIndexes[currentPageIx - 1] - 1;
+            currentOff = relativeElementIx * elementSize;
+        }
+
+        currentElementIx = elementIx;
+        tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
+    }
+
+    @Override
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException {
+        int mid;
+        int begin = 0;
+        int end = numElements - 1;
+
+        while (begin <= end) {
+            mid = (begin + end) / 2;
+            positionCursor(mid);
+            int cmp = invListCmp.compare(searchTuple, tuple);
+            if (cmp < 0) {
+                end = mid - 1;
+            } else if (cmp > 0) {
+                begin = mid + 1;
+            } else {
+                return true;
+            }
+        }
+
+        return false;
+    }
+
+    @Override
+    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
+        this.startPageId = startPageId;
+        this.endPageId = endPageId;
+        this.startOff = startOff;
+        this.numElements = numElements;
+        this.currentElementIx = 0;
+        this.currentPageIx = 0;
+        this.currentOff = startOff - elementSize;
+
+        int numPages = endPageId - startPageId + 1;
+        if (numPages > pages.length) {
+            pages = new ICachedPage[endPageId - startPageId + 1];
+            elementIndexes = new int[endPageId - startPageId + 1];
+        }
+
+        // fill elementIndexes
+        // first page
+        int cumulElements = (bufferCache.getPageSize() - startOff) / elementSize;
+        elementIndexes[0] = cumulElements - 1;
+
+        // middle, full pages
+        for (int i = 1; i < numPages - 1; i++) {
+            elementIndexes[i] = elementIndexes[i - 1] + (bufferCache.getPageSize() / elementSize);
+        }
+
+        // last page
+        elementIndexes[numPages - 1] = numElements - 1;
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        int oldCurrentOff = currentOff;
+        int oldCurrentPageId = currentPageIx;
+        int oldCurrentElementIx = currentElementIx;
+
+        currentOff = startOff - elementSize;
+        currentPageIx = 0;
+        currentElementIx = 0;
+
+        StringBuilder strBuilder = new StringBuilder();
+
+        while (hasNext()) {
+            next();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                        tuple.getFieldLength(i));
+                DataInput dataIn = new DataInputStream(inStream);
+                Object o = serdes[i].deserialize(dataIn);
+                strBuilder.append(o.toString());
+                if (i + 1 < tuple.getFieldCount())
+                    strBuilder.append(",");
+            }
+            strBuilder.append(" ");
+        }
+
+        // reset previous state
+        currentOff = oldCurrentOff;
+        currentPageIx = oldCurrentPageId;
+        currentElementIx = oldCurrentElementIx;
+
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < tuple.getFieldCount(); i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            Object o = serdes[i].deserialize(dataIn);
+            strBuilder.append(o.toString());
+            if (i + 1 < tuple.getFieldCount())
+                strBuilder.append(",");
+        }
+        return strBuilder.toString();
+    }
+
+    private int binarySearch(int[] arr, int arrStart, int arrLength, int key) {
+        int mid;
+        int begin = arrStart;
+        int end = arrStart + arrLength - 1;
+
+        while (begin <= end) {
+            mid = (begin + end) / 2;
+            int cmp = (key - arr[mid]);
+            if (cmp < 0) {
+                end = mid - 1;
+            } else if (cmp > 0) {
+                begin = mid + 1;
+            } else {
+                return mid;
+            }
+        }
+
+        if (begin > arr.length - 1)
+            return -1;
+        if (key < arr[begin])
+            return begin;
+        else
+            return -1;
+    }
+
+    @Override
+    public int compareTo(IInvertedListCursor invListCursor) {
+        return numElements - invListCursor.size();
+    }
+
+    @Override
+    public int getEndPageId() {
+        return endPageId;
+    }
+
+    @Override
+    public int size() {
+        return numElements;
+    }
+
+    @Override
+    public int getStartOff() {
+        return startOff;
+    }
+
+    @Override
+    public int getStartPageId() {
+        return startPageId;
+    }
+
+    public int getOffset() {
+        return currentOff;
+    }
+
+    public ICachedPage getPage() {
+        return pages[currentPageIx];
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return tuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
new file mode 100644
index 0000000..79033d2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+
+public class FixedSizeFrameTupleAccessor implements IFrameTupleAccessor {
+
+    private final int frameSize;
+    private ByteBuffer buffer;
+
+    private final ITypeTraits[] fields;
+    private final int[] fieldStartOffsets;
+    private final int tupleSize;
+
+    public FixedSizeFrameTupleAccessor(int frameSize, ITypeTraits[] fields) {
+        this.frameSize = frameSize;
+        this.fields = fields;
+        this.fieldStartOffsets = new int[fields.length];
+        this.fieldStartOffsets[0] = 0;
+        for (int i = 1; i < fields.length; i++) {
+            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + fields[i - 1].getFixedLength();
+        }
+
+        int tmp = 0;
+        for (int i = 0; i < fields.length; i++) {
+            tmp += fields[i].getFixedLength();
+        }
+        tupleSize = tmp;
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fields.length;
+    }
+
+    @Override
+    public int getFieldEndOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + fieldStartOffsets[fIdx] + fields[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getFieldLength(int tupleIndex, int fIdx) {
+        return fields[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getTupleLength(int tupleIndex) {
+        return getTupleEndOffset(tupleIndex) - getTupleStartOffset(tupleIndex);
+    }
+
+    @Override
+    public int getFieldSlotsLength() {
+        return 0;
+    }
+
+    @Override
+    public int getFieldStartOffset(int tupleIndex, int fIdx) {
+        return tupleIndex * tupleSize + fieldStartOffsets[fIdx];
+    }
+
+    @Override
+    public int getTupleCount() {
+        return buffer.getInt(FrameHelper.getTupleCountOffset(frameSize));
+    }
+
+    @Override
+    public int getTupleEndOffset(int tupleIndex) {
+        return getFieldEndOffset(tupleIndex, fields.length - 1);
+    }
+
+    @Override
+    public int getTupleStartOffset(int tupleIndex) {
+        return tupleIndex * tupleSize;
+    }
+
+    @Override
+    public int getAbsoluteFieldStartOffset(int tupleIndex, int fIdx) {
+        return getTupleStartOffset(tupleIndex) + getFieldSlotsLength() + getFieldStartOffset(tupleIndex, fIdx);
+    }
+
+    @Override
+    public void reset(ByteBuffer buffer) {
+        this.buffer = buffer;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
new file mode 100644
index 0000000..5dd23c4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
@@ -0,0 +1,131 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.comm.FrameHelper;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+
+public class FixedSizeFrameTupleAppender {
+
+    private static final int TUPLE_COUNT_SIZE = 4;
+    private final int frameSize;
+    private final int tupleSize;
+    private ByteBuffer buffer;
+    private int tupleCount;
+    private int tupleDataEndOffset;
+
+    public FixedSizeFrameTupleAppender(int frameSize, ITypeTraits[] fields) {
+        this.frameSize = frameSize;
+        int tmp = 0;
+        for (int i = 0; i < fields.length; i++) {
+            tmp += fields[i].getFixedLength();
+        }
+        tupleSize = tmp;
+    }
+
+    public void reset(ByteBuffer buffer, boolean clear) {
+        this.buffer = buffer;
+        if (clear) {
+            buffer.putInt(FrameHelper.getTupleCountOffset(frameSize), 0);
+            tupleCount = 0;
+            tupleDataEndOffset = 0;
+        }
+    }
+
+    public boolean append(byte[] bytes, int offset) {
+        if (tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize) {
+            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, tupleSize);
+            tupleDataEndOffset += tupleSize;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(byte[] bytes, int offset, int length) {
+        if (tupleDataEndOffset + length + TUPLE_COUNT_SIZE <= frameSize) {
+            System.arraycopy(bytes, offset, buffer.array(), tupleDataEndOffset, length);
+            tupleDataEndOffset += length;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(int fieldValue) {
+        if (tupleDataEndOffset + 4 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putInt(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 4;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(long fieldValue) {
+        if (tupleDataEndOffset + 8 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putLong(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 8;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(char fieldValue) {
+        if (tupleDataEndOffset + 2 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.putLong(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 2;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    public boolean append(byte fieldValue) {
+        if (tupleDataEndOffset + 1 + TUPLE_COUNT_SIZE <= frameSize) {
+            buffer.put(tupleDataEndOffset, fieldValue);
+            tupleDataEndOffset += 1;
+            tupleCount++;
+            return true;
+        }
+        return false;
+    }
+
+    // returns true if an entire tuple fits
+    // returns false otherwise
+    public boolean hasSpace() {
+        return tupleDataEndOffset + tupleSize + TUPLE_COUNT_SIZE <= frameSize;
+    }
+
+    public void incrementTupleCount(int count) {
+        buffer.putInt(FrameHelper.getTupleCountOffset(frameSize),
+                buffer.getInt(FrameHelper.getTupleCountOffset(frameSize)) + count);
+    }
+
+    public int getTupleCount() {
+        return tupleCount;
+    }
+
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
new file mode 100644
index 0000000..5908b5c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class FixedSizeTupleReference implements ITupleReference {
+
+    private final ITypeTraits[] typeTraits;
+    private final int[] fieldStartOffsets;
+    private byte[] data;
+    private int startOff;
+
+    public FixedSizeTupleReference(ITypeTraits[] typeTraits) {
+        this.typeTraits = typeTraits;
+        this.fieldStartOffsets = new int[typeTraits.length];
+        this.fieldStartOffsets[0] = 0;
+        for (int i = 1; i < typeTraits.length; i++) {
+            fieldStartOffsets[i] = fieldStartOffsets[i - 1] + typeTraits[i - 1].getFixedLength();
+        }
+    }
+
+    public void reset(byte[] data, int startOff) {
+        this.data = data;
+        this.startOff = startOff;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return typeTraits.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return data;
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return typeTraits[fIdx].getFixedLength();
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return startOff + fieldStartOffsets[fIdx];
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
new file mode 100644
index 0000000..b5989b9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
@@ -0,0 +1,727 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.DataOutput;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.api.UnsortedInputException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.buffercache.IFIFOPageQueue;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+/**
+ * An inverted index consists of two files: 1. a file storing (paginated)
+ * inverted lists 2. a BTree-file mapping from tokens to inverted lists.
+ * Implemented features: bulk loading and searching (based on T-Occurrence) Not
+ * implemented features: updates (insert/update/delete) Limitations: a query
+ * cannot exceed the size of a Hyracks frame.
+ */
+public class OnDiskInvertedIndex implements IInvertedIndex {
+    protected final IHyracksCommonContext ctx = new DefaultHyracksCommonContext();
+
+    // Schema of BTree tuples, set in constructor.
+    protected final int invListStartPageIdField;
+    protected final int invListEndPageIdField;
+    protected final int invListStartOffField;
+    protected final int invListNumElementsField;
+
+    // Type traits to be appended to the token type trait which finally form the BTree field type traits.
+    protected static final ITypeTraits[] btreeValueTypeTraits = new ITypeTraits[4];
+    static {
+        // startPageId
+        btreeValueTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        // endPageId
+        btreeValueTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        // startOff
+        btreeValueTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        // numElements
+        btreeValueTypeTraits[3] = IntegerPointable.TYPE_TRAITS;
+    }
+
+    protected BTree btree;
+    protected int rootPageId = 0;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected int fileId = -1;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final IInvertedListBuilder invListBuilder;
+    protected final int numTokenFields;
+    protected final int numInvListKeys;
+    protected final FileReference invListsFile;
+    // Last page id of inverted-lists file (inclusive). Set during bulk load.
+    protected int invListsMaxPageId = -1;
+    protected boolean isOpen = false;
+    protected boolean wasOpen = false;
+
+    public OnDiskInvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile, FileReference invListsFile)
+            throws IndexException {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.invListBuilder = invListBuilder;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.btree = BTreeUtils.createBTree(bufferCache, fileMapProvider, getBTreeTypeTraits(tokenTypeTraits),
+                tokenCmpFactories, BTreeLeafFrameType.REGULAR_NSM, btreeFile);
+        this.numTokenFields = btree.getComparatorFactories().length;
+        this.numInvListKeys = invListCmpFactories.length;
+        this.invListsFile = invListsFile;
+        this.invListStartPageIdField = numTokenFields;
+        this.invListEndPageIdField = numTokenFields + 1;
+        this.invListStartOffField = numTokenFields + 2;
+        this.invListNumElementsField = numTokenFields + 3;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        create(false);
+    }
+
+    public synchronized void create(boolean appendOnly) throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to create since index is already open.");
+        }
+        if (!appendOnly) {
+            btree.create();
+        }
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+        bufferCache.closeFile(fileId);
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        activate(false);
+    }
+
+    public synchronized void activate(boolean appendOnly) throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+        if (!appendOnly) {
+            btree.activate();
+        }
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+
+        isOpen = true;
+        wasOpen = true;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isOpen && wasOpen) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+
+        btree.deactivate();
+        bufferCache.closeFile(fileId);
+
+        isOpen = false;
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to destroy since index is already open.");
+        }
+
+        btree.destroy();
+        invListsFile.delete();
+        if (fileId == -1) {
+            return;
+        }
+
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        if (!isOpen) {
+            throw new HyracksDataException("Failed to clear since index is not open.");
+        }
+        btree.clear();
+        bufferCache.closeFile(fileId);
+        bufferCache.deleteFile(fileId, false);
+        invListsFile.getFile().delete();
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new FixedSizeElementInvertedListCursor(bufferCache, fileId, invListTypeTraits);
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        OnDiskInvertedIndexOpContext ctx = (OnDiskInvertedIndexOpContext) ictx;
+        ctx.btreePred.setLowKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setHighKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setLowKey(searchKey, true);
+        ctx.btreePred.setHighKey(searchKey, true);
+        ctx.btreeAccessor.search(ctx.btreeCursor, ctx.btreePred);
+        try {
+            if (ctx.btreeCursor.hasNext()) {
+                ctx.btreeCursor.next();
+                resetInvertedListCursor(ctx.btreeCursor.getTuple(), listCursor);
+            } else {
+                listCursor.reset(0, 0, 0, 0);
+            }
+        } finally {
+            ctx.btreeCursor.close();
+            ctx.btreeCursor.reset();
+        }
+    }
+
+    public void resetInvertedListCursor(ITupleReference btreeTuple, IInvertedListCursor listCursor) {
+        int startPageId = IntegerPointable.getInteger(btreeTuple.getFieldData(invListStartPageIdField), btreeTuple.getFieldStart(invListStartPageIdField));
+        int endPageId = IntegerPointable.getInteger(btreeTuple.getFieldData(invListEndPageIdField), btreeTuple.getFieldStart(invListEndPageIdField));
+        int startOff = IntegerPointable.getInteger(btreeTuple.getFieldData(invListStartOffField), btreeTuple.getFieldStart(invListStartOffField));
+        int numElements = IntegerPointable.getInteger(btreeTuple.getFieldData(invListNumElementsField), btreeTuple.getFieldStart(invListNumElementsField));
+        listCursor.reset(startPageId, endPageId, startOff, numElements);
+    }
+
+    public final class OnDiskInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final ArrayTupleBuilder btreeTupleBuilder;
+        private final ArrayTupleReference btreeTupleReference;
+        private final IIndexBulkLoader btreeBulkloader;
+
+        private int currentInvListStartPageId;
+        private int currentInvListStartOffset;
+        private final ArrayTupleBuilder lastTupleBuilder;
+        private final ArrayTupleReference lastTuple;
+
+        private int currentPageId;
+        private ICachedPage currentPage;
+        private final MultiComparator tokenCmp;
+        private final MultiComparator invListCmp;
+
+        private final boolean verifyInput;
+        private final MultiComparator allCmp;
+
+        private IFIFOPageQueue queue;
+
+        public OnDiskInvertedIndexBulkLoader(float btreeFillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex, int startPageId, boolean appendOnly) throws IndexException,
+                HyracksDataException {
+            this.verifyInput = verifyInput;
+            this.tokenCmp = MultiComparator.create(btree.getComparatorFactories());
+            this.invListCmp = MultiComparator.create(invListCmpFactories);
+            if (verifyInput) {
+                allCmp = MultiComparator.create(btree.getComparatorFactories(), invListCmpFactories);
+            } else {
+                allCmp = null;
+            }
+            this.btreeTupleBuilder = new ArrayTupleBuilder(btree.getFieldCount());
+            this.btreeTupleReference = new ArrayTupleReference();
+            this.lastTupleBuilder = new ArrayTupleBuilder(numTokenFields + numInvListKeys);
+            this.lastTuple = new ArrayTupleReference();
+            if (appendOnly) {
+                create(appendOnly);
+                activate(appendOnly);
+            }
+            this.btreeBulkloader = btree.createBulkLoader(btreeFillFactor, verifyInput, numElementsHint,
+                    checkIfEmptyIndex, appendOnly);
+            currentPageId = startPageId;
+            currentPage = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId, currentPageId));
+            invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+            queue = bufferCache.createFIFOQueue();
+        }
+
+        public void pinNextPage() throws HyracksDataException {
+            queue.put(currentPage);
+            currentPageId++;
+            currentPage = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId, currentPageId));
+        }
+
+        private void createAndInsertBTreeTuple() throws IndexException, HyracksDataException {
+            // Build tuple.
+            btreeTupleBuilder.reset();
+            DataOutput output = btreeTupleBuilder.getDataOutput();
+            // Add key fields.
+            lastTuple.reset(lastTupleBuilder.getFieldEndOffsets(), lastTupleBuilder.getByteArray());
+            for (int i = 0; i < numTokenFields; i++) {
+                btreeTupleBuilder.addField(lastTuple.getFieldData(i), lastTuple.getFieldStart(i),
+                        lastTuple.getFieldLength(i));
+            }
+            // Add inverted-list 'pointer' value fields.
+            try {
+                output.writeInt(currentInvListStartPageId);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(currentPageId);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(currentInvListStartOffset);
+                btreeTupleBuilder.addFieldEndOffset();
+                output.writeInt(invListBuilder.getListSize());
+                btreeTupleBuilder.addFieldEndOffset();
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+            // Reset tuple reference and add it into the BTree load.
+            btreeTupleReference.reset(btreeTupleBuilder.getFieldEndOffsets(), btreeTupleBuilder.getByteArray());
+            btreeBulkloader.add(btreeTupleReference);
+        }
+
+        /**
+         * Assumptions:
+         * The first btree.getMultiComparator().getKeyFieldCount() fields in tuple
+         * are btree keys (e.g., a string token).
+         * The next invListCmp.getKeyFieldCount() fields in tuple are keys of the
+         * inverted list (e.g., primary key).
+         * Key fields of inverted list are fixed size.
+         */
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            boolean firstElement = lastTupleBuilder.getSize() == 0;
+            boolean startNewList = firstElement;
+            if (!firstElement) {
+                // If the current and the last token don't match, we start a new list.
+                lastTuple.reset(lastTupleBuilder.getFieldEndOffsets(), lastTupleBuilder.getByteArray());
+                startNewList = tokenCmp.compare(tuple, lastTuple) != 0;
+            }
+            if (startNewList) {
+                if (!firstElement) {
+                    // Create entry in btree for last inverted list.
+                    createAndInsertBTreeTuple();
+                }
+                if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                    pinNextPage();
+                    invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                    if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                        throw new IllegalStateException("Failed to create first inverted list.");
+                    }
+                }
+                currentInvListStartPageId = currentPageId;
+                currentInvListStartOffset = invListBuilder.getPos();
+            } else {
+                if (invListCmp.compare(tuple, lastTuple, numTokenFields) == 0) {
+                    // Duplicate inverted-list element.
+                    return;
+                }
+            }
+
+            // Append to current inverted list.
+            if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                pinNextPage();
+                invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                    throw new IllegalStateException(
+                            "Failed to append element to inverted list after switching to a new page.");
+                }
+            }
+
+            if (verifyInput && lastTupleBuilder.getSize() != 0) {
+                if (allCmp.compare(tuple, lastTuple) <= 0) {
+                    throw new UnsortedInputException(
+                            "Input stream given to OnDiskInvertedIndex bulk load is not sorted.");
+                }
+            }
+
+            // Remember last tuple by creating a copy.
+            // TODO: This portion can be optimized by only copying the token when it changes, and using the last appended inverted-list element as a reference.
+            lastTupleBuilder.reset();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                lastTupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            // The last tuple builder is empty if add() was never called.
+            if (lastTupleBuilder.getSize() != 0) {
+                createAndInsertBTreeTuple();
+            }
+            btreeBulkloader.end();
+
+            if (currentPage != null) {
+                queue.put(currentPage);
+            }
+            invListsMaxPageId = currentPageId;
+            bufferCache.finishQueue();
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            if(btreeBulkloader != null){
+                btreeBulkloader.abort();
+            }
+        }
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public int getInvListsFileId() {
+        return fileId;
+    }
+
+    public int getInvListsMaxPageId() {
+        return invListsMaxPageId;
+    }
+
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public FileReference getInvListsFile() {
+        return invListsFile;
+    }
+
+    public class OnDiskInvertedIndexAccessor implements IInvertedIndexAccessor {
+        private final OnDiskInvertedIndex index;
+        private final IInvertedIndexSearcher searcher;
+        private final IIndexOperationContext opCtx = new OnDiskInvertedIndexOpContext(btree);
+
+        public OnDiskInvertedIndexAccessor(OnDiskInvertedIndex index) throws HyracksDataException {
+            this.index = index;
+            this.searcher = new TOccurrenceSearcher(ctx, index);
+        }
+
+        // Let subclasses initialize.
+        protected OnDiskInvertedIndexAccessor(OnDiskInvertedIndex index, IInvertedIndexSearcher searcher) {
+            this.index = index;
+            this.searcher = searcher;
+        }
+
+        @Override
+        public IIndexCursor createSearchCursor(boolean exclusive) {
+            return new OnDiskInvertedIndexSearchCursor(searcher, index.getInvListTypeTraits().length);
+        }
+
+        @Override
+        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+        }
+
+        @Override
+        public IInvertedListCursor createInvertedListCursor() {
+            return index.createInvertedListCursor();
+        }
+
+        @Override
+        public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+                throws HyracksDataException, IndexException {
+            index.openInvertedListCursor(listCursor, searchKey, opCtx);
+        }
+
+        @Override
+        public IIndexCursor createRangeSearchCursor() {
+            return new OnDiskInvertedIndexRangeSearchCursor(index, opCtx);
+        }
+
+        @Override
+        public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            OnDiskInvertedIndexRangeSearchCursor rangeSearchCursor = (OnDiskInvertedIndexRangeSearchCursor) cursor;
+            rangeSearchCursor.open(null, searchPred);
+        }
+
+        @Override
+        public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Insert not supported by inverted index.");
+        }
+
+        @Override
+        public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Update not supported by inverted index.");
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Delete not supported by inverted index.");
+        }
+
+        @Override
+        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new OnDiskInvertedIndexAccessor(this);
+    }
+
+    // This is just a dummy hyracks context for allocating frames for temporary
+    // results during inverted index searches.
+    // TODO: In the future we should use the real HyracksTaskContext to track
+    // frame usage.
+    public static class DefaultHyracksCommonContext implements IHyracksCommonContext {
+        private final int FRAME_SIZE = 32768;
+
+        @Override
+        public int getInitialFrameSize() {
+            return FRAME_SIZE;
+        }
+
+        @Override
+        public IIOManager getIOManager() {
+            return null;
+        }
+
+        @Override
+        public ByteBuffer allocateFrame() {
+            return ByteBuffer.allocate(FRAME_SIZE);
+        }
+
+        @Override public ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+            return ByteBuffer.allocate(bytes);
+        }
+
+        @Override public ByteBuffer reallocateFrame(ByteBuffer bytes, int newSizeInBytes, boolean copyOldData) throws HyracksDataException {
+            throw new HyracksDataException("TODO");
+        }
+
+        @Override
+        public void deallocateFrames(int bytes) {
+            // TODO Auto-generated method stub
+
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws IndexException {
+        try {
+            return new OnDiskInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex,
+                    rootPageId, false);
+        } catch (HyracksDataException e) {
+            throw new InvertedIndexException(e);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        try {
+            return new OnDiskInvertedIndexBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex,
+                    rootPageId, appendOnly);
+
+        } catch (HyracksDataException e) {
+            throw new InvertedIndexException(e);
+        }
+
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+        // Scan the btree and validate the order of elements in each inverted-list.
+        IIndexAccessor btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        IIndexCursor btreeCursor = btreeAccessor.createSearchCursor(false);
+        MultiComparator btreeCmp = MultiComparator.create(btree.getComparatorFactories());
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+        int[] fieldPermutation = new int[tokenTypeTraits.length];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            fieldPermutation[i] = i;
+        }
+        PermutingTupleReference tokenTuple = new PermutingTupleReference(fieldPermutation);
+
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IInvertedListCursor invListCursor = invIndexAccessor.createInvertedListCursor();
+        MultiComparator invListCmp = MultiComparator.create(invListCmpFactories);
+
+        try {
+            // Search key for finding an inverted-list in the actual index.
+            ArrayTupleBuilder prevBuilder = new ArrayTupleBuilder(invListTypeTraits.length);
+            ArrayTupleReference prevTuple = new ArrayTupleReference();
+            btreeAccessor.search(btreeCursor, rangePred);
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                tokenTuple.reset(btreeCursor.getTuple());
+                // Validate inverted list by checking that the elements are totally ordered.
+                invIndexAccessor.openInvertedListCursor(invListCursor, tokenTuple);
+                invListCursor.pinPages();
+                try {
+                    if (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Initialize prev tuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                    while (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Compare with previous element.
+                        if (invListCmp.compare(invListElement, prevTuple) <= 0) {
+                            throw new HyracksDataException("Index validation failed.");
+                        }
+                        // Set new prevTuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                } finally {
+                    invListCursor.unpinPages();
+                }
+            }
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        } finally {
+            btreeCursor.close();
+        }
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        return 0;
+    }
+
+    protected static ITypeTraits[] getBTreeTypeTraits(ITypeTraits[] tokenTypeTraits) {
+        ITypeTraits[] btreeTypeTraits = new ITypeTraits[tokenTypeTraits.length + btreeValueTypeTraits.length];
+        // Set key type traits.
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+        }
+        // Set value type traits.
+        for (int i = 0; i < btreeValueTypeTraits.length; i++) {
+            btreeTypeTraits[i + tokenTypeTraits.length] = btreeValueTypeTraits[i];
+        }
+        return btreeTypeTraits;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
new file mode 100644
index 0000000..f926bba
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.IndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class OnDiskInvertedIndexFactory extends IndexFactory<IInvertedIndex> {
+
+    protected final IInvertedListBuilderFactory invListBuilderFactory;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final IInvertedIndexFileNameMapper fileNameMapper;
+
+    public OnDiskInvertedIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper) {
+        super(bufferCache, fileMapProvider, null);
+        this.invListBuilderFactory = invListBuilderFactory;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.fileNameMapper = fileNameMapper;
+    }
+
+    @Override
+    public IInvertedIndex createIndexInstance(FileReference dictBTreeFile) throws IndexException {
+        String invListsFilePath = fileNameMapper.getInvListsFilePath(dictBTreeFile.getFile().getPath());
+        FileReference invListsFile = new FileReference(new File(invListsFilePath));
+        IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
new file mode 100644
index 0000000..b75f0eb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class OnDiskInvertedIndexOpContext implements IIndexOperationContext {
+
+    public final RangePredicate btreePred = new RangePredicate(null, null, true, true, null, null);
+    public IIndexAccessor btreeAccessor;
+    public IIndexCursor btreeCursor;
+    public MultiComparator searchCmp;
+    // For prefix search on partitioned indexes.
+    public MultiComparator prefixSearchCmp;
+
+    public OnDiskInvertedIndexOpContext(BTree btree) {
+        // TODO: Ignore opcallbacks for now.
+        btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        btreeCursor = btreeAccessor.createSearchCursor(false);
+        searchCmp = MultiComparator.create(btree.getComparatorFactories());
+        if (btree.getComparatorFactories().length > 1) {
+            prefixSearchCmp = MultiComparator.create(btree.getComparatorFactories(), 0, 1);
+        }
+    }
+
+    @Override
+    public void reset() {
+        // Nothing to be done here, only search operation supported.
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        // Nothing to be done here, only search operation supported.
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return IndexOperation.SEARCH;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..bd6ce9b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+/**
+ * Scans a range of tokens, returning tuples containing a token and an inverted-list element.
+ */
+public class OnDiskInvertedIndexRangeSearchCursor implements IIndexCursor {
+
+    private final BTree btree;
+    private final IIndexAccessor btreeAccessor;
+    private final IInvertedIndex invIndex;
+    private final IIndexOperationContext opCtx;
+    private final IInvertedListCursor invListCursor;
+    private boolean unpinNeeded;
+
+    private final IIndexCursor btreeCursor;
+    private RangePredicate btreePred;
+
+    private final PermutingTupleReference tokenTuple;
+    private ConcatenatingTupleReference concatTuple;
+
+    public OnDiskInvertedIndexRangeSearchCursor(IInvertedIndex invIndex, IIndexOperationContext opCtx) {
+        this.btree = ((OnDiskInvertedIndex) invIndex).getBTree();
+        this.btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        this.invIndex = invIndex;
+        this.opCtx = opCtx;
+        // Project away non-token fields of the BTree tuples.
+        int[] fieldPermutation = new int[invIndex.getTokenTypeTraits().length];
+        for (int i = 0; i < invIndex.getTokenTypeTraits().length; i++) {
+            fieldPermutation[i] = i;
+        }
+        tokenTuple = new PermutingTupleReference(fieldPermutation);
+        btreeCursor = btreeAccessor.createSearchCursor(false);
+        concatTuple = new ConcatenatingTupleReference(2);
+        invListCursor = invIndex.createInvertedListCursor();
+        unpinNeeded = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        this.btreePred = (RangePredicate) searchPred;
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        invListCursor.pinPages();
+        unpinNeeded = true;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (invListCursor.hasNext()) {
+            return true;
+        }
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        if (!btreeCursor.hasNext()) {
+            return false;
+        }
+        btreeCursor.next();
+        tokenTuple.reset(btreeCursor.getTuple());
+        try {
+            invIndex.openInvertedListCursor(invListCursor, tokenTuple, opCtx);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        invListCursor.pinPages();
+        invListCursor.hasNext();
+        unpinNeeded = true;
+        concatTuple.reset();
+        concatTuple.addTuple(tokenTuple);
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        invListCursor.next();
+        if (concatTuple.hasMaxTuples()) {
+            concatTuple.removeLastTuple();
+        }
+        concatTuple.addTuple(invListCursor.getTuple());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return concatTuple;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
new file mode 100644
index 0000000..12dd319
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+
+public class OnDiskInvertedIndexSearchCursor implements IIndexCursor {
+
+    private List<ByteBuffer> resultBuffers;
+    private int numResultBuffers;
+    private int currentBufferIndex = 0;
+    private int tupleIndex = 0;
+    private final IInvertedIndexSearcher invIndexSearcher;
+    private final IFrameTupleAccessor fta;
+    private final FixedSizeTupleReference frameTuple;
+    private final PermutingTupleReference resultTuple;
+
+    public OnDiskInvertedIndexSearchCursor(IInvertedIndexSearcher invIndexSearcher, int numInvListFields) {
+        this.invIndexSearcher = invIndexSearcher;
+        this.fta = invIndexSearcher.createResultFrameTupleAccessor();
+        this.frameTuple = (FixedSizeTupleReference) invIndexSearcher.createResultFrameTupleReference();
+        // Project away the occurrence count from the result tuples.
+        int[] fieldPermutation = new int[numInvListFields];
+        for (int i = 0; i < numInvListFields; i++) {
+            fieldPermutation[i] = i;
+        }
+        resultTuple = new PermutingTupleReference(fieldPermutation);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        resultBuffers = invIndexSearcher.getResultBuffers();
+        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
+        if (numResultBuffers > 0) {
+            fta.reset(resultBuffers.get(0));
+        }
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (currentBufferIndex < numResultBuffers && tupleIndex < fta.getTupleCount()) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public void next() {
+        frameTuple.reset(fta.getBuffer().array(), fta.getTupleStartOffset(tupleIndex));
+        resultTuple.reset(frameTuple);
+        tupleIndex++;
+        if (tupleIndex >= fta.getTupleCount()) {
+            if (currentBufferIndex + 1 < numResultBuffers) {
+                currentBufferIndex++;
+                fta.reset(resultBuffers.get(currentBufferIndex));
+                tupleIndex = 0;
+            }
+        }
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return resultTuple;
+    }
+
+    @Override
+    public void reset() {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        invIndexSearcher.reset();
+        resultBuffers = invIndexSearcher.getResultBuffers();
+        numResultBuffers = invIndexSearcher.getNumValidResultBuffers();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        currentBufferIndex = 0;
+        tupleIndex = 0;
+        resultBuffers = null;
+        numResultBuffers = 0;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
new file mode 100644
index 0000000..2cda937
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndex.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.ShortPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedListPartitions;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.PartitionedTOccurrenceSearcher;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedOnDiskInvertedIndex extends OnDiskInvertedIndex implements IPartitionedInvertedIndex {
+
+    protected final int PARTITIONING_NUM_TOKENS_FIELD = 1;
+
+    public PartitionedOnDiskInvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile, FileReference invListsFile)
+            throws IndexException {
+        super(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public class PartitionedOnDiskInvertedIndexAccessor extends OnDiskInvertedIndexAccessor {
+        public PartitionedOnDiskInvertedIndexAccessor(OnDiskInvertedIndex index) throws HyracksDataException {
+            super(index, new PartitionedTOccurrenceSearcher(ctx, index));
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) throws HyracksDataException {
+        return new PartitionedOnDiskInvertedIndexAccessor(this);
+    }
+
+    @Override
+    public boolean openInvertedListPartitionCursors(IInvertedIndexSearcher searcher, IIndexOperationContext ictx,
+            short numTokensLowerBound, short numTokensUpperBound, InvertedListPartitions invListPartitions,
+            ArrayList<IInvertedListCursor> cursorsOrderedByTokens) throws HyracksDataException, IndexException {
+        PartitionedTOccurrenceSearcher partSearcher = (PartitionedTOccurrenceSearcher) searcher;
+        OnDiskInvertedIndexOpContext ctx = (OnDiskInvertedIndexOpContext) ictx;
+        ITupleReference lowSearchKey = null;
+        ITupleReference highSearchKey = null;
+        partSearcher.setNumTokensBoundsInSearchKeys(numTokensLowerBound, numTokensUpperBound);
+        if (numTokensLowerBound < 0) {
+            ctx.btreePred.setLowKeyComparator(ctx.prefixSearchCmp);
+            lowSearchKey = partSearcher.getPrefixSearchKey();
+        } else {
+            ctx.btreePred.setLowKeyComparator(ctx.searchCmp);
+            lowSearchKey = partSearcher.getFullLowSearchKey();
+        }
+        if (numTokensUpperBound < 0) {
+            ctx.btreePred.setHighKeyComparator(ctx.prefixSearchCmp);
+            highSearchKey = partSearcher.getPrefixSearchKey();
+        } else {
+            ctx.btreePred.setHighKeyComparator(ctx.searchCmp);
+            highSearchKey = partSearcher.getFullHighSearchKey();
+        }
+        ctx.btreePred.setLowKey(lowSearchKey, true);
+        ctx.btreePred.setHighKey(highSearchKey, true);
+        ctx.btreeAccessor.search(ctx.btreeCursor, ctx.btreePred);
+        boolean tokenExists = false;
+        try {
+            while (ctx.btreeCursor.hasNext()) {
+                ctx.btreeCursor.next();
+                ITupleReference btreeTuple = ctx.btreeCursor.getTuple();
+                short numTokens = ShortPointable.getShort(btreeTuple.getFieldData(PARTITIONING_NUM_TOKENS_FIELD), btreeTuple.getFieldStart(PARTITIONING_NUM_TOKENS_FIELD));
+                IInvertedListCursor invListCursor = partSearcher.getCachedInvertedListCursor();
+                resetInvertedListCursor(btreeTuple, invListCursor);
+                cursorsOrderedByTokens.add(invListCursor);
+                invListPartitions.addInvertedListCursor(invListCursor, numTokens);
+                tokenExists = true;
+            }
+        } finally {
+            ctx.btreeCursor.close();
+            ctx.btreeCursor.reset();
+        }
+        return tokenExists;
+    }
+
+    @Override
+    public boolean isEmpty() {
+        return false;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
new file mode 100644
index 0000000..b43cc39
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexFactory.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class PartitionedOnDiskInvertedIndexFactory extends OnDiskInvertedIndexFactory {
+
+    public PartitionedOnDiskInvertedIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper) {
+        super(bufferCache, fileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, fileNameMapper);
+    }
+
+    @Override
+    public IInvertedIndex createIndexInstance(FileReference dictBTreeFile) throws IndexException {
+        String invListsFilePath = fileNameMapper.getInvListsFilePath(dictBTreeFile.getFile().getPath());
+        FileReference invListsFile = new FileReference(new File(invListsFilePath));
+        IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
+        return new PartitionedOnDiskInvertedIndex(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
new file mode 100644
index 0000000..7d34198
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/AbstractTOccurrenceSearcher.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.io.IOException;
+import java.nio.ByteBuffer;
+import java.util.List;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppenderAccessor;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.ObjectCache;
+
+public abstract class AbstractTOccurrenceSearcher implements IInvertedIndexSearcher {
+    protected static final RecordDescriptor QUERY_TOKEN_REC_DESC = new RecordDescriptor(
+            new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer() });
+
+    protected final int OBJECT_CACHE_INIT_SIZE = 10;
+    protected final int OBJECT_CACHE_EXPAND_SIZE = 10;
+
+    protected final IHyracksCommonContext ctx;
+
+    protected final InvertedListMerger invListMerger;
+    protected final SearchResult searchResult;
+    protected final IInvertedIndex invIndex;
+    protected final MultiComparator invListCmp;
+
+    protected final ArrayTupleBuilder queryTokenBuilder = new ArrayTupleBuilder(QUERY_TOKEN_REC_DESC.getFieldCount());
+    protected final IFrame queryTokenFrame;
+    protected final FrameTupleAppenderAccessor queryTokenAppender;
+    protected final FrameTupleReference searchKey = new FrameTupleReference();
+
+    protected int occurrenceThreshold;
+
+    protected final IObjectFactory<IInvertedListCursor> invListCursorFactory;
+    protected final ObjectCache<IInvertedListCursor> invListCursorCache;
+
+    public AbstractTOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) throws HyracksDataException {
+        this.ctx = ctx;
+        this.invListMerger = new InvertedListMerger(ctx, invIndex);
+        this.searchResult = new SearchResult(invIndex.getInvListTypeTraits(), ctx);
+        this.invIndex = invIndex;
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        this.invListCursorFactory = new InvertedListCursorFactory(invIndex);
+        this.invListCursorCache = new ObjectCache<IInvertedListCursor>(invListCursorFactory, OBJECT_CACHE_INIT_SIZE,
+                OBJECT_CACHE_EXPAND_SIZE);
+        this.queryTokenFrame =  new VSizeFrame(ctx);
+        this.queryTokenAppender = new FrameTupleAppenderAccessor(QUERY_TOKEN_REC_DESC);
+        this.queryTokenAppender.reset(queryTokenFrame, true);
+    }
+
+    public void reset() {
+        searchResult.clear();
+        invListMerger.reset();
+    }
+
+    protected void tokenizeQuery(InvertedIndexSearchPredicate searchPred) throws HyracksDataException,
+            OccurrenceThresholdPanicException {
+        ITupleReference queryTuple = searchPred.getQueryTuple();
+        int queryFieldIndex = searchPred.getQueryFieldIndex();
+        IBinaryTokenizer queryTokenizer = searchPred.getQueryTokenizer();
+
+        queryTokenAppender.reset(queryTokenFrame, true);
+        queryTokenizer.reset(queryTuple.getFieldData(queryFieldIndex), queryTuple.getFieldStart(queryFieldIndex),
+                queryTuple.getFieldLength(queryFieldIndex));
+
+        while (queryTokenizer.hasNext()) {
+            queryTokenizer.next();
+            queryTokenBuilder.reset();
+            try {
+                IToken token = queryTokenizer.getToken();
+                token.serializeToken(queryTokenBuilder.getFieldData());
+                queryTokenBuilder.addFieldEndOffset();
+                // WARNING: assuming one frame is big enough to hold all tokens
+                queryTokenAppender.append(queryTokenBuilder.getFieldEndOffsets(), queryTokenBuilder.getByteArray(), 0,
+                        queryTokenBuilder.getSize());
+            } catch (IOException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    public IFrameTupleAccessor createResultFrameTupleAccessor() {
+        return new FixedSizeFrameTupleAccessor(ctx.getInitialFrameSize(), searchResult.getTypeTraits());
+    }
+
+    public ITupleReference createResultFrameTupleReference() {
+        return new FixedSizeTupleReference(searchResult.getTypeTraits());
+    }
+
+    @Override
+    public List<ByteBuffer> getResultBuffers() {
+        return searchResult.getBuffers();
+    }
+
+    @Override
+    public int getNumValidResultBuffers() {
+        return searchResult.getCurrentBufferIndex() + 1;
+    }
+
+    public int getOccurrenceThreshold() {
+        return occurrenceThreshold;
+    }
+
+    public void printNewResults(int maxResultBufIdx, List<ByteBuffer> buffer) {
+        StringBuffer strBuffer = new StringBuffer();
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = searchResult.getAccessor();
+        for (int i = 0; i <= maxResultBufIdx; i++) {
+            ByteBuffer testBuf = buffer.get(i);
+            resultFrameTupleAcc.reset(testBuf);
+            for (int j = 0; j < resultFrameTupleAcc.getTupleCount(); j++) {
+                strBuffer.append(IntegerPointable.getInteger(resultFrameTupleAcc.getBuffer().array(),
+                        resultFrameTupleAcc.getFieldStartOffset(j, 0)) + ",");
+                strBuffer.append(IntegerPointable.getInteger(resultFrameTupleAcc.getBuffer().array(),
+                        resultFrameTupleAcc.getFieldStartOffset(j, 1)) + " ");
+            }
+        }
+        System.out.println(strBuffer.toString());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java
new file mode 100644
index 0000000..84c453b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ArrayListFactory.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class ArrayListFactory<T> implements IObjectFactory<ArrayList<T>>{
+    @Override
+    public ArrayList<T> create() {
+        return new ArrayList<T>();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifier.java
new file mode 100644
index 0000000..6116322
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifier.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+public class ConjunctiveEditDistanceSearchModifier extends EditDistanceSearchModifier {
+
+
+    public ConjunctiveEditDistanceSearchModifier(int gramLength, int edThresh) {
+        super(gramLength, edThresh);
+    }
+
+    @Override
+    public String toString() {
+        return "Conjunctive Edit Distance Search Modifier, GramLen: " + gramLength + ", Threshold: " + edThresh;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return -1;
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return -1;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..6fdf6bb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveEditDistanceSearchModifierFactory.java
@@ -0,0 +1,40 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ConjunctiveEditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+    private static final long serialVersionUID = 1L;
+
+    private final int gramLength;
+    private final int edThresh;
+
+    public ConjunctiveEditDistanceSearchModifierFactory(int gramLength, int edThresh) {
+        this.gramLength = gramLength;
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ConjunctiveEditDistanceSearchModifier(gramLength, edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifier.java
new file mode 100644
index 0000000..4f037f9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifier.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+public class ConjunctiveListEditDistanceSearchModifier extends ListEditDistanceSearchModifier {
+
+    public ConjunctiveListEditDistanceSearchModifier(int edThresh) {
+        super(edThresh);
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return -1;
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return -1;
+    }
+
+    @Override
+    public String toString() {
+        return "Conjunctive List Edit Distance Search Modifier, Threshold: " + edThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..ceb6a73
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveListEditDistanceSearchModifierFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ConjunctiveListEditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int edThresh;
+
+    public ConjunctiveListEditDistanceSearchModifierFactory(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ConjunctiveListEditDistanceSearchModifier(edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
new file mode 100644
index 0000000..674605b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class ConjunctiveSearchModifier implements IInvertedIndexSearchModifier {
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return 1;
+    }
+
+    @Override
+    public String toString() {
+        return "Conjunctive Search Modifier";
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return -1;
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return -1;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
new file mode 100644
index 0000000..94e0fce
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ConjunctiveSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ConjunctiveSearchModifier();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
new file mode 100644
index 0000000..be2c6e7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class EditDistanceSearchModifier implements IInvertedIndexSearchModifier {
+
+    protected int gramLength;
+    protected int edThresh;
+
+    public EditDistanceSearchModifier(int gramLength, int edThresh) {
+        this.gramLength = gramLength;
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens - edThresh * gramLength;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) (numQueryTokens - edThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) (numQueryTokens + edThresh);
+    }
+
+    public int getGramLength() {
+        return gramLength;
+    }
+
+    public void setGramLength(int gramLength) {
+        this.gramLength = gramLength;
+    }
+
+    public int getEdThresh() {
+        return edThresh;
+    }
+
+    public void setEdThresh(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public String toString() {
+        return "Edit Distance Search Modifier, GramLen: " + gramLength + ", Threshold: " + edThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..cd1f3ea
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class EditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int gramLength;
+    private final int edThresh;
+
+    public EditDistanceSearchModifierFactory(int gramLength, int edThresh) {
+        this.gramLength = gramLength;
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new EditDistanceSearchModifier(gramLength, edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
new file mode 100644
index 0000000..e37f007
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
@@ -0,0 +1,88 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+
+public class InvertedIndexSearchPredicate extends AbstractSearchPredicate {
+    private static final long serialVersionUID = 1L;
+
+    private ITupleReference queryTuple;
+    private int queryFieldIndex;
+    private final IBinaryTokenizer queryTokenizer;
+    private final IInvertedIndexSearchModifier searchModifier;
+
+    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier) {
+        this.queryTokenizer = queryTokenizer;
+        this.searchModifier = searchModifier;
+    }
+
+    public InvertedIndexSearchPredicate(IBinaryTokenizer queryTokenizer, IInvertedIndexSearchModifier searchModifier,
+            ITupleReference minFilterTuple, ITupleReference maxFilterTuple) {
+        super(minFilterTuple, maxFilterTuple);
+        this.queryTokenizer = queryTokenizer;
+        this.searchModifier = searchModifier;
+    }
+
+    public void setQueryTuple(ITupleReference queryTuple) {
+        this.queryTuple = queryTuple;
+    }
+
+    public ITupleReference getQueryTuple() {
+        return queryTuple;
+    }
+
+    public void setQueryFieldIndex(int queryFieldIndex) {
+        this.queryFieldIndex = queryFieldIndex;
+    }
+
+    public int getQueryFieldIndex() {
+        return queryFieldIndex;
+    }
+
+    public IInvertedIndexSearchModifier getSearchModifier() {
+        return searchModifier;
+    }
+
+    public IBinaryTokenizer getQueryTokenizer() {
+        return queryTokenizer;
+    }
+
+    @Override
+    public MultiComparator getLowKeyComparator() {
+        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
+        return null;
+    }
+
+    @Override
+    public MultiComparator getHighKeyComparator() {
+        // TODO: This doesn't make sense for an inverted index. Change ISearchPredicate interface.
+        return null;
+    }
+
+    @Override
+    public ITupleReference getLowKey() {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java
new file mode 100644
index 0000000..530686d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListCursorFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class InvertedListCursorFactory implements IObjectFactory<IInvertedListCursor> {
+
+    private final IInvertedIndex invIndex;
+
+    public InvertedListCursorFactory(IInvertedIndex invIndex) {
+        this.invIndex = invIndex;
+    }
+
+    @Override
+    public IInvertedListCursor create() {
+        return invIndex.createInvertedListCursor();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
new file mode 100644
index 0000000..5c916f2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListMerger.java
@@ -0,0 +1,326 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+
+// TODO: The merge procedure is rather confusing regarding cursor positions, hasNext() calls etc.
+// Needs an overhaul some time.
+public class InvertedListMerger {
+
+    protected final MultiComparator invListCmp;
+    protected SearchResult prevSearchResult;
+    protected SearchResult newSearchResult;
+
+    public InvertedListMerger(IHyracksCommonContext ctx, IInvertedIndex invIndex) throws HyracksDataException {
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        this.prevSearchResult = new SearchResult(invIndex.getInvListTypeTraits(), ctx);
+        this.newSearchResult = new SearchResult(prevSearchResult);
+    }
+
+    public void merge(ArrayList<IInvertedListCursor> invListCursors, int occurrenceThreshold, int numPrefixLists,
+            SearchResult searchResult) throws HyracksDataException, IndexException {
+        Collections.sort(invListCursors);
+        int numInvLists = invListCursors.size();
+        SearchResult result = null;
+        for (int i = 0; i < numInvLists; i++) {
+            SearchResult swapTemp = prevSearchResult;
+            prevSearchResult = newSearchResult;
+            newSearchResult = swapTemp;
+            newSearchResult.reset();
+            if (i + 1 != numInvLists) {
+                // Use temporary search results when not merging last list.
+                result = newSearchResult;
+            } else {
+                // When merging the last list, append results to the final search result.
+                result = searchResult;
+            }
+            IInvertedListCursor invListCursor = invListCursors.get(i);
+            invListCursor.pinPages();
+            if (i < numPrefixLists) {
+                // Merge prefix list.
+                mergePrefixList(invListCursor, prevSearchResult, result);
+            } else {
+                // Merge suffix list.
+                int numInvListElements = invListCursor.size();
+                int currentNumResults = prevSearchResult.getNumResults();
+                // Should we binary search the next list or should we sort-merge it?
+                if (currentNumResults * Math.log(numInvListElements) < currentNumResults + numInvListElements) {
+                    mergeSuffixListProbe(invListCursor, prevSearchResult, result, i, numInvLists, occurrenceThreshold);
+                } else {
+                    mergeSuffixListScan(invListCursor, prevSearchResult, result, i, numInvLists, occurrenceThreshold);
+                }
+            }
+            invListCursor.unpinPages();
+        }
+    }
+
+    protected void mergeSuffixListProbe(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult, int invListIx, int numInvLists, int occurrenceThreshold)
+            throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+            int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+
+            if (invListCursor.containsKey(resultTuple, invListCmp)) {
+                count++;
+                newSearchResult.append(resultTuple, count);
+            } else {
+                if (count + numInvLists - invListIx > occurrenceThreshold) {
+                    newSearchResult.append(resultTuple, count);
+                }
+            }
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    protected void mergeSuffixListScan(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult, int invListIx, int numInvLists, int occurrenceThreshold)
+            throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        boolean advanceCursor = true;
+        boolean advancePrevResult = false;
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        int invListTidx = 0;
+        int invListNumTuples = invListCursor.size();
+
+        if (invListCursor.hasNext())
+            invListCursor.next();
+
+        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            ITupleReference invListTuple = invListCursor.getTuple();
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int cmp = invListCmp.compare(invListTuple, resultTuple);
+            if (cmp == 0) {
+                int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
+                newSearchResult.append(resultTuple, count);
+                advanceCursor = true;
+                advancePrevResult = true;
+            } else {
+                if (cmp < 0) {
+                    advanceCursor = true;
+                    advancePrevResult = false;
+                } else {
+                    int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+                    if (count + numInvLists - invListIx > occurrenceThreshold) {
+                        newSearchResult.append(resultTuple, count);
+                    }
+                    advanceCursor = false;
+                    advancePrevResult = true;
+                }
+            }
+
+            if (advancePrevResult) {
+                resultTidx++;
+                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                    prevBufIdx++;
+                    if (prevBufIdx <= maxPrevBufIdx) {
+                        prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                        resultFrameTupleAcc.reset(prevCurrentBuffer);
+                        resultTidx = 0;
+                    }
+                }
+            }
+
+            if (advanceCursor) {
+                invListTidx++;
+                if (invListCursor.hasNext()) {
+                    invListCursor.next();
+                }
+            }
+        }
+
+        // append remaining elements from previous result set
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+            if (count + numInvLists - invListIx > occurrenceThreshold) {
+                newSearchResult.append(resultTuple, count);
+            }
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    protected void mergePrefixList(IInvertedListCursor invListCursor, SearchResult prevSearchResult,
+            SearchResult newSearchResult) throws HyracksDataException, IndexException {
+
+        int prevBufIdx = 0;
+        int maxPrevBufIdx = prevSearchResult.getCurrentBufferIndex();
+        ByteBuffer prevCurrentBuffer = prevSearchResult.getBuffers().get(0);
+
+        FixedSizeFrameTupleAccessor resultFrameTupleAcc = prevSearchResult.getAccessor();
+        FixedSizeTupleReference resultTuple = prevSearchResult.getTuple();
+
+        boolean advanceCursor = true;
+        boolean advancePrevResult = false;
+        int resultTidx = 0;
+
+        resultFrameTupleAcc.reset(prevCurrentBuffer);
+
+        int invListTidx = 0;
+        int invListNumTuples = invListCursor.size();
+
+        if (invListCursor.hasNext())
+            invListCursor.next();
+
+        while (invListTidx < invListNumTuples && resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            ITupleReference invListTuple = invListCursor.getTuple();
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int cmp = invListCmp.compare(invListTuple, resultTuple);
+            if (cmp == 0) {
+                int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1)) + 1;
+                newSearchResult.append(resultTuple, count);
+                advanceCursor = true;
+                advancePrevResult = true;
+            } else {
+                if (cmp < 0) {
+                    int count = 1;
+                    newSearchResult.append(invListTuple, count);
+                    advanceCursor = true;
+                    advancePrevResult = false;
+                } else {
+                    int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+                    newSearchResult.append(resultTuple, count);
+                    advanceCursor = false;
+                    advancePrevResult = true;
+                }
+            }
+
+            if (advancePrevResult) {
+                resultTidx++;
+                if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                    prevBufIdx++;
+                    if (prevBufIdx <= maxPrevBufIdx) {
+                        prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                        resultFrameTupleAcc.reset(prevCurrentBuffer);
+                        resultTidx = 0;
+                    }
+                }
+            }
+
+            if (advanceCursor) {
+                invListTidx++;
+                if (invListCursor.hasNext()) {
+                    invListCursor.next();
+                }
+            }
+        }
+
+        // append remaining new elements from inverted list
+        while (invListTidx < invListNumTuples) {
+            ITupleReference invListTuple = invListCursor.getTuple();
+            newSearchResult.append(invListTuple, 1);
+            invListTidx++;
+            if (invListCursor.hasNext()) {
+                invListCursor.next();
+            }
+        }
+
+        // append remaining elements from previous result set
+        while (resultTidx < resultFrameTupleAcc.getTupleCount()) {
+
+            resultTuple.reset(prevCurrentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(resultTidx));
+
+            int count = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(resultTuple.getFieldCount() - 1));
+            newSearchResult.append(resultTuple, count);
+
+            resultTidx++;
+            if (resultTidx >= resultFrameTupleAcc.getTupleCount()) {
+                prevBufIdx++;
+                if (prevBufIdx <= maxPrevBufIdx) {
+                    prevCurrentBuffer = prevSearchResult.getBuffers().get(prevBufIdx);
+                    resultFrameTupleAcc.reset(prevCurrentBuffer);
+                    resultTidx = 0;
+                }
+            }
+        }
+    }
+
+    public SearchResult createSearchResult() throws HyracksDataException {
+        return new SearchResult(prevSearchResult);
+    }
+
+    public void reset() {
+        prevSearchResult.clear();
+        newSearchResult.clear();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java
new file mode 100644
index 0000000..e9d6c1f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/InvertedListPartitions.java
@@ -0,0 +1,98 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.ObjectCache;
+
+public class InvertedListPartitions {
+    private final int DEFAULT_NUM_PARTITIONS = 10;
+    private final int PARTITIONS_SLACK_SIZE = 10;
+    private final int OBJECT_CACHE_INIT_SIZE = 10;
+    private final int OBJECT_CACHE_EXPAND_SIZE = 10;
+    private final IObjectFactory<ArrayList<IInvertedListCursor>> arrayListFactory;
+    private final ObjectCache<ArrayList<IInvertedListCursor>> arrayListCache;
+    private ArrayList<IInvertedListCursor>[] partitions;
+    private short minValidPartitionIndex;
+    private short maxValidPartitionIndex;
+
+    public InvertedListPartitions() {
+        this.arrayListFactory = new ArrayListFactory<IInvertedListCursor>();
+        this.arrayListCache = new ObjectCache<ArrayList<IInvertedListCursor>>(arrayListFactory, OBJECT_CACHE_INIT_SIZE,
+                OBJECT_CACHE_EXPAND_SIZE);
+    }
+
+    @SuppressWarnings("unchecked")
+    public void reset(short numTokensLowerBound, short numTokensUpperBound) {
+        if (partitions == null) {
+            int initialSize;
+            if (numTokensUpperBound < 0) {
+                initialSize = DEFAULT_NUM_PARTITIONS;
+            } else {
+                initialSize = numTokensUpperBound + 1;
+            }
+            partitions = (ArrayList<IInvertedListCursor>[]) new ArrayList[initialSize];
+        } else {
+            if (numTokensUpperBound + 1 >= partitions.length) {
+                partitions = Arrays.copyOf(partitions, numTokensUpperBound + 1);
+            }
+            Arrays.fill(partitions, null);
+        }
+        arrayListCache.reset();
+        minValidPartitionIndex = Short.MAX_VALUE;
+        maxValidPartitionIndex = Short.MIN_VALUE;
+    }
+
+    public void addInvertedListCursor(IInvertedListCursor listCursor, short numTokens) {
+        if (numTokens + 1 >= partitions.length) {
+            partitions = Arrays.copyOf(partitions, numTokens + PARTITIONS_SLACK_SIZE);
+        }
+        ArrayList<IInvertedListCursor> partitionCursors = partitions[numTokens];
+        if (partitionCursors == null) {
+            partitionCursors = arrayListCache.getNext();
+            partitionCursors.clear();
+            partitions[numTokens] = partitionCursors;
+            // Update range of valid partitions.
+            if (numTokens < minValidPartitionIndex) {
+                minValidPartitionIndex = numTokens;
+            }
+            if (numTokens > maxValidPartitionIndex) {
+                maxValidPartitionIndex = numTokens;
+            }
+        }
+        partitionCursors.add(listCursor);
+    }
+
+    public ArrayList<IInvertedListCursor>[] getPartitions() {
+        return partitions;
+    }
+
+    public short getMinValidPartitionIndex() {
+        return minValidPartitionIndex;
+    }
+
+    public short getMaxValidPartitionIndex() {
+        return maxValidPartitionIndex;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
new file mode 100644
index 0000000..1fab56a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class JaccardSearchModifier implements IInvertedIndexSearchModifier {
+
+    private float jaccThresh;
+
+    public JaccardSearchModifier(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return Math.max((int) Math.floor((float) numQueryTokens * jaccThresh), 1);
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        if (numInvLists == 0) {
+            return 0;
+        }
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) Math.floor(numQueryTokens * jaccThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) Math.ceil(numQueryTokens / jaccThresh);
+    }
+
+    public float getJaccThresh() {
+        return jaccThresh;
+    }
+
+    public void setJaccThresh(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public String toString() {
+        return "Jaccard Search Modifier, Threshold: " + jaccThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
new file mode 100644
index 0000000..022a993
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class JaccardSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final float jaccThresh;
+
+    public JaccardSearchModifierFactory(float jaccThresh) {
+        this.jaccThresh = jaccThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new JaccardSearchModifier(jaccThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java
new file mode 100644
index 0000000..5bcf36f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifier.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class ListEditDistanceSearchModifier implements IInvertedIndexSearchModifier {
+
+    protected int edThresh;
+
+    public ListEditDistanceSearchModifier(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    public int getEdThresh() {
+        return edThresh;
+    }
+
+    public void setEdThresh(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens - edThresh;
+    }
+
+    @Override
+    public int getNumPrefixLists(int occurrenceThreshold, int numInvLists) {
+        return numInvLists - occurrenceThreshold + 1;
+    }
+
+    @Override
+    public short getNumTokensLowerBound(short numQueryTokens) {
+        return (short) (numQueryTokens - edThresh);
+    }
+
+    @Override
+    public short getNumTokensUpperBound(short numQueryTokens) {
+        return (short) (numQueryTokens + edThresh);
+    }
+
+    @Override
+    public String toString() {
+        return "List Edit Distance Search Modifier, Threshold: " + edThresh;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java
new file mode 100644
index 0000000..ff85fc4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/ListEditDistanceSearchModifierFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+
+public class ListEditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int edThresh;
+
+    public ListEditDistanceSearchModifierFactory(int edThresh) {
+        this.edThresh = edThresh;
+    }
+
+    @Override
+    public IInvertedIndexSearchModifier createSearchModifier() {
+        return new ListEditDistanceSearchModifier(edThresh);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java
new file mode 100644
index 0000000..7c7e781
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/PartitionedTOccurrenceSearcher.java
@@ -0,0 +1,192 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.io.IOException;
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.ShortPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IPartitionedInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+
+public class PartitionedTOccurrenceSearcher extends AbstractTOccurrenceSearcher {
+
+    protected final ArrayTupleBuilder lowerBoundTupleBuilder = new ArrayTupleBuilder(1);
+    protected final ArrayTupleReference lowerBoundTuple = new ArrayTupleReference();
+    protected final ArrayTupleBuilder upperBoundTupleBuilder = new ArrayTupleBuilder(1);
+    protected final ArrayTupleReference upperBoundTuple = new ArrayTupleReference();
+    protected final ConcatenatingTupleReference fullLowSearchKey = new ConcatenatingTupleReference(2);
+    protected final ConcatenatingTupleReference fullHighSearchKey = new ConcatenatingTupleReference(2);
+
+    // Inverted list cursors ordered by token. Used to read relevant inverted-list partitions of one token one after
+    // the other for better I/O performance (because the partitions of one inverted list are stored contiguously in a file).
+    // The above implies that we currently require holding all inverted list for a query in memory.
+    protected final ArrayList<IInvertedListCursor> cursorsOrderedByTokens = new ArrayList<IInvertedListCursor>();
+    protected final InvertedListPartitions partitions = new InvertedListPartitions();
+
+    public PartitionedTOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex)
+            throws HyracksDataException {
+        super(ctx, invIndex);
+        initHelperTuples();
+    }
+
+    private void initHelperTuples() {
+        try {
+            lowerBoundTupleBuilder.reset();
+            // Write dummy value.
+            lowerBoundTupleBuilder.getDataOutput().writeShort(Short.MIN_VALUE);
+            lowerBoundTupleBuilder.addFieldEndOffset();
+            lowerBoundTuple.reset(lowerBoundTupleBuilder.getFieldEndOffsets(), lowerBoundTupleBuilder.getByteArray());
+            // Only needed for setting the number of fields in searchKey.
+            searchKey.reset(queryTokenAppender, 0);
+            fullLowSearchKey.reset();
+            fullLowSearchKey.addTuple(searchKey);
+            fullLowSearchKey.addTuple(lowerBoundTuple);
+
+            upperBoundTupleBuilder.reset();
+            // Write dummy value.
+            upperBoundTupleBuilder.getDataOutput().writeShort(Short.MAX_VALUE);
+            upperBoundTupleBuilder.addFieldEndOffset();
+            upperBoundTuple.reset(upperBoundTupleBuilder.getFieldEndOffsets(), upperBoundTupleBuilder.getByteArray());
+            // Only needed for setting the number of fields in searchKey.
+            searchKey.reset(queryTokenAppender, 0);
+            fullHighSearchKey.reset();
+            fullHighSearchKey.addTuple(searchKey);
+            fullHighSearchKey.addTuple(upperBoundTuple);
+        } catch (IOException e) {
+            throw new IllegalStateException(e);
+        }
+    }
+
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        IPartitionedInvertedIndex partInvIndex = (IPartitionedInvertedIndex) invIndex;
+        searchResult.reset();
+        if (partInvIndex.isEmpty()) {
+            return;
+        }
+
+        tokenizeQuery(searchPred);
+        short numQueryTokens = (short) queryTokenAppender.getTupleCount();
+
+        IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
+        short numTokensLowerBound = searchModifier.getNumTokensLowerBound(numQueryTokens);
+        short numTokensUpperBound = searchModifier.getNumTokensUpperBound(numQueryTokens);
+
+        occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        if (occurrenceThreshold <= 0) {
+            throw new OccurrenceThresholdPanicException("Merge Threshold is <= 0. Failing Search.");
+        }
+
+        short maxCountPossible = numQueryTokens;
+        invListCursorCache.reset();
+        partitions.reset(numTokensLowerBound, numTokensUpperBound);
+        cursorsOrderedByTokens.clear();
+        for (int i = 0; i < numQueryTokens; i++) {
+            searchKey.reset(queryTokenAppender, i);
+            if (!partInvIndex.openInvertedListPartitionCursors(this, ictx, numTokensLowerBound, numTokensUpperBound,
+                    partitions, cursorsOrderedByTokens)) {
+                maxCountPossible--;
+                // No results possible.
+                if (maxCountPossible < occurrenceThreshold) {
+                    return;
+                }
+            }
+        }
+
+        ArrayList<IInvertedListCursor>[] partitionCursors = partitions.getPartitions();
+        short start = partitions.getMinValidPartitionIndex();
+        short end = partitions.getMaxValidPartitionIndex();
+
+        // Typically, we only enter this case for disk-based inverted indexes.
+        // TODO: This behavior could potentially lead to a deadlock if we cannot pin
+        // all inverted lists in memory, and are forced to wait for a page to get evicted
+        // (other concurrent searchers may be in the same situation).
+        // We should detect such cases, then unpin all pages, and then keep retrying to pin until we succeed.
+        // This will require a different "tryPin()" mechanism in the BufferCache that will return false
+        // if we'd have to wait for a page to get evicted.
+        if (!cursorsOrderedByTokens.isEmpty()) {
+            for (int i = start; i <= end; i++) {
+                if (partitionCursors[i] == null) {
+                    continue;
+                }
+                // Prune partition because no element in it can satisfy the occurrence threshold.
+                if (partitionCursors[i].size() < occurrenceThreshold) {
+                    cursorsOrderedByTokens.removeAll(partitionCursors[i]);
+                }
+            }
+            // Pin all the cursors in the order of tokens.
+            int numCursors = cursorsOrderedByTokens.size();
+            for (int i = 0; i < numCursors; i++) {
+                cursorsOrderedByTokens.get(i).pinPages();
+            }
+        }
+
+        // Process the partitions one-by-one.
+        for (int i = start; i <= end; i++) {
+            if (partitionCursors[i] == null) {
+                continue;
+            }
+            // Prune partition because no element in it can satisfy the occurrence threshold.
+            if (partitionCursors[i].size() < occurrenceThreshold) {
+                continue;
+            }
+            // Merge inverted lists of current partition.
+            int numPrefixLists = searchModifier.getNumPrefixLists(occurrenceThreshold, partitionCursors[i].size());
+            invListMerger.reset();
+            invListMerger.merge(partitionCursors[i], occurrenceThreshold, numPrefixLists, searchResult);
+        }
+
+        resultCursor.open(null, searchPred);
+    }
+
+    public void setNumTokensBoundsInSearchKeys(short numTokensLowerBound, short numTokensUpperBound) {
+        ShortPointable.setShort(lowerBoundTuple.getFieldData(0), lowerBoundTuple.getFieldStart(0), numTokensLowerBound);
+        ShortPointable.setShort(upperBoundTuple.getFieldData(0), upperBoundTuple.getFieldStart(0), numTokensUpperBound);
+    }
+
+    public ITupleReference getPrefixSearchKey() {
+        return searchKey;
+    }
+
+    public ITupleReference getFullLowSearchKey() {
+        return fullLowSearchKey;
+    }
+
+    public ITupleReference getFullHighSearchKey() {
+        return fullHighSearchKey;
+    }
+
+    public IInvertedListCursor getCachedInvertedListCursor() {
+        return invListCursorCache.getNext();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java
new file mode 100644
index 0000000..37eb600
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/SearchResult.java
@@ -0,0 +1,189 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+
+/**
+ * Byte-buffer backed storage for intermediate and final results of inverted-index searches.
+ */
+// TODO: Rename members.
+public class SearchResult {
+    protected final ArrayList<ByteBuffer> buffers = new ArrayList<ByteBuffer>();
+    protected final IHyracksCommonContext ctx;
+    protected final FixedSizeFrameTupleAppender appender;
+    protected final FixedSizeFrameTupleAccessor accessor;
+    protected final FixedSizeTupleReference tuple;
+    protected final ITypeTraits[] typeTraits;
+    protected final int invListElementSize;
+
+    protected int currBufIdx;
+    protected int numResults;
+
+    public SearchResult(ITypeTraits[] invListFields, IHyracksCommonContext ctx) throws HyracksDataException {
+        typeTraits = new ITypeTraits[invListFields.length + 1];
+        int tmp = 0;
+        for (int i = 0; i < invListFields.length; i++) {
+            typeTraits[i] = invListFields[i];
+            tmp += invListFields[i].getFixedLength();
+        }
+        invListElementSize = tmp;
+        // Integer for counting occurrences.
+        typeTraits[invListFields.length] = IntegerPointable.TYPE_TRAITS;
+        this.ctx = ctx;
+        appender = new FixedSizeFrameTupleAppender(ctx.getInitialFrameSize(), typeTraits);
+        accessor = new FixedSizeFrameTupleAccessor(ctx.getInitialFrameSize(), typeTraits);
+        tuple = new FixedSizeTupleReference(typeTraits);
+        buffers.add(ctx.allocateFrame());
+    }
+
+    /**
+     * Initialize from other search-result object to share member instances except for result buffers.
+     *
+     * @throws HyracksDataException
+     */
+    public SearchResult(SearchResult other) throws HyracksDataException {
+        this.ctx = other.ctx;
+        this.appender = other.appender;
+        this.accessor = other.accessor;
+        this.tuple = other.tuple;
+        this.typeTraits = other.typeTraits;
+        this.invListElementSize = other.invListElementSize;
+        buffers.add(ctx.allocateFrame());
+    }
+
+    public FixedSizeFrameTupleAccessor getAccessor() {
+        return accessor;
+    }
+
+    public FixedSizeFrameTupleAppender getAppender() {
+        return appender;
+    }
+
+    public FixedSizeTupleReference getTuple() {
+        return tuple;
+    }
+
+    public ArrayList<ByteBuffer> getBuffers() {
+        return buffers;
+    }
+
+    public void reset() {
+        currBufIdx = 0;
+        numResults = 0;
+        appender.reset(buffers.get(0), true);
+    }
+
+    public void clear() {
+        currBufIdx = 0;
+        numResults = 0;
+        for (ByteBuffer buffer : buffers) {
+            appender.reset(buffer, true);
+        }
+    }
+
+    public void append(ITupleReference invListElement, int count) throws HyracksDataException {
+        ByteBuffer currentBuffer = buffers.get(currBufIdx);
+        if (!appender.hasSpace()) {
+            currBufIdx++;
+            if (currBufIdx >= buffers.size()) {
+                buffers.add(ctx.allocateFrame());
+            }
+            currentBuffer = buffers.get(currBufIdx);
+            appender.reset(currentBuffer, true);
+        }
+        // Append inverted-list element.
+        if (!appender.append(invListElement.getFieldData(0), invListElement.getFieldStart(0), invListElementSize)) {
+            throw new IllegalStateException();
+        }
+        // Append count.
+        if (!appender.append(count)) {
+            throw new IllegalStateException();
+        }
+        appender.incrementTupleCount(1);
+        numResults++;
+    }
+
+    public int getCurrentBufferIndex() {
+        return currBufIdx;
+    }
+
+    public ITypeTraits[] getTypeTraits() {
+        return typeTraits;
+    }
+
+    public int getNumResults() {
+        return numResults;
+    }
+
+    // TODO: This code may help to clean up the core list-merging algorithms.
+    /*
+    public SearchResultCursor getCursor() {
+        cursor.reset();
+        return cursor;
+    }
+
+    public class SearchResultCursor {
+        private int bufferIndex;
+        private int resultIndex;
+        private int frameResultIndex;
+        private ByteBuffer currentBuffer;
+
+        public void reset() {
+            bufferIndex = 0;
+            resultIndex = 0;
+            frameResultIndex = 0;
+            currentBuffer = buffers.get(0);
+            resultFrameTupleAcc.reset(currentBuffer);
+        }
+
+        public boolean hasNext() {
+            return resultIndex < numResults;
+        }
+
+        public void next() {
+            resultTuple.reset(currentBuffer.array(), resultFrameTupleAcc.getTupleStartOffset(frameResultIndex));
+            if (frameResultIndex < resultFrameTupleAcc.getTupleCount()) {
+                frameResultIndex++;
+            } else {
+                bufferIndex++;
+                currentBuffer = buffers.get(bufferIndex);
+                resultFrameTupleAcc.reset(currentBuffer);
+                frameResultIndex = 0;
+            }
+            resultIndex++;
+        }
+
+        public ITupleReference getTuple() {
+            return resultTuple;
+        }
+    }
+    */
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
new file mode 100644
index 0000000..39418f3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.search;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.context.IHyracksCommonContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+
+public class TOccurrenceSearcher extends AbstractTOccurrenceSearcher {
+
+    protected final ArrayList<IInvertedListCursor> invListCursors = new ArrayList<IInvertedListCursor>();
+
+    public TOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) throws HyracksDataException {
+        super(ctx, invIndex);
+    }
+
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred,
+            IIndexOperationContext ictx) throws HyracksDataException, IndexException {
+        tokenizeQuery(searchPred);
+        int numQueryTokens = queryTokenAppender.getTupleCount();
+
+        invListCursors.clear();
+        invListCursorCache.reset();
+        for (int i = 0; i < numQueryTokens; i++) {
+            searchKey.reset(queryTokenAppender, i);
+            IInvertedListCursor invListCursor = invListCursorCache.getNext();
+            invIndex.openInvertedListCursor(invListCursor, searchKey, ictx);
+            invListCursors.add(invListCursor);
+        }
+
+        IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
+        occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        if (occurrenceThreshold <= 0) {
+            throw new OccurrenceThresholdPanicException("Merge threshold is <= 0. Failing Search.");
+        }
+        int numPrefixLists = searchModifier.getNumPrefixLists(occurrenceThreshold, invListCursors.size());
+
+        searchResult.reset();
+        invListMerger.merge(invListCursors, occurrenceThreshold, numPrefixLists, searchResult);
+        resultCursor.open(null, searchPred);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..9d4446f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public abstract class AbstractUTF8StringBinaryTokenizer implements IBinaryTokenizer {
+
+    protected byte[] sentenceBytes;
+    protected int sentenceStartOffset;
+    protected int sentenceEndOffset;
+    protected int sentenceUtf8Length;
+
+    protected int byteIndex;
+
+    protected final IntArray tokensStart;
+    protected final IntArray tokensLength;
+    protected final IToken token;
+
+    protected final boolean ignoreTokenCount;
+    protected final boolean sourceHasTypeTag;
+
+    public AbstractUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
+            ITokenFactory tokenFactory) {
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        if (!ignoreTokenCount) {
+            tokensStart = new IntArray();
+            tokensLength = new IntArray();
+        } else {
+            tokensStart = null;
+            tokensLength = null;
+        }
+        token = tokenFactory.createToken();
+    }
+
+    @Override
+    public IToken getToken() {
+        return token;
+    }
+
+    //TODO: This UTF8Tokenizer strongly relies on the Asterix data format,
+    // i.e. the TypeTag and the byteIndex increasing both assume the given byte[] sentence
+    // is an AString object. A better way (if we want to keep the byte[] interface) would be
+    // giving this tokenizer the pure UTF8 character sequence whose {@code start} is the start
+    // of the first character, and move the shift offset to the caller.
+    @Override
+    public void reset(byte[] sentenceData, int start, int length) {
+        this.sentenceBytes = sentenceData;
+        this.sentenceStartOffset = start;
+        this.sentenceEndOffset = length + start;
+
+        byteIndex = this.sentenceStartOffset;
+        if (sourceHasTypeTag) {
+            byteIndex++; // skip type tag
+        }
+        sentenceUtf8Length = UTF8StringUtil.getUTFLength(sentenceData, byteIndex);
+        byteIndex += UTF8StringUtil.getNumBytesToStoreLength(sentenceUtf8Length); // skip utf8 length indicator
+
+        if (!ignoreTokenCount) {
+            tokensStart.reset();
+            tokensLength.reset();
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
new file mode 100644
index 0000000..ccc2c81
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
@@ -0,0 +1,149 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.data.std.util.UTF8StringBuilder;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public abstract class AbstractUTF8Token implements IToken {
+    public static final int GOLDEN_RATIO_32 = 0x09e3779b9;
+
+    protected byte[] data;
+    protected int startOffset;
+    protected int endOffset;
+    protected int tokenLength;
+    protected int tokenCount;
+    protected final byte tokenTypeTag;
+    protected final byte countTypeTag;
+
+    public AbstractUTF8Token() {
+        tokenTypeTag = -1;
+        countTypeTag = -1;
+    }
+
+    public AbstractUTF8Token(byte tokenTypeTag, byte countTypeTag) {
+        this.tokenTypeTag = tokenTypeTag;
+        this.countTypeTag = countTypeTag;
+    }
+
+    @Override
+    public byte[] getData() {
+        return data;
+    }
+
+    @Override
+    public int getEndOffset() {
+        return endOffset;
+    }
+
+    public int getLowerCaseUTF8Len(int limit) {
+        int lowerCaseUTF8Len = 0;
+        int pos = startOffset;
+        for (int i = 0; i < limit; i++) {
+            char c = Character.toLowerCase(UTF8StringUtil.charAt(data, pos));
+            lowerCaseUTF8Len += UTF8StringUtil.getModifiedUTF8Len(c);
+            pos += UTF8StringUtil.charSize(data, pos);
+        }
+        return lowerCaseUTF8Len;
+    }
+
+    @Override
+    public int getStartOffset() {
+        return startOffset;
+    }
+
+    @Override
+    public int getTokenLength() {
+        return tokenLength;
+    }
+
+    public void handleCountTypeTag(DataOutput dos) throws IOException {
+        if (countTypeTag > 0) {
+            dos.write(countTypeTag);
+        }
+    }
+
+    public void handleTokenTypeTag(DataOutput dos) throws IOException {
+        if (tokenTypeTag > 0) {
+            dos.write(tokenTypeTag);
+        }
+    }
+
+    /**
+     * Note: the {@code startOffset} is the offset of first character, not the string length offset
+     *
+     * @param data
+     * @param startOffset
+     * @param endOffset
+     * @param tokenLength
+     * @param tokenCount  the count of this token in a document , or a record, or something else.
+     */
+    @Override
+    public void reset(byte[] data, int startOffset, int endOffset, int tokenLength, int tokenCount) {
+        this.data = data;
+        this.startOffset = startOffset;
+        this.endOffset = endOffset;
+        this.tokenLength = tokenLength;
+        this.tokenCount = tokenCount;
+    }
+
+    @Override
+    public void serializeTokenCount(GrowableArray out) throws IOException {
+        handleCountTypeTag(out.getDataOutput());
+        out.getDataOutput().writeInt(tokenCount);
+    }
+
+    // The preChar and postChar are required to be a single byte utf8 char, e.g. ASCII char.
+    protected void serializeToken(UTF8StringBuilder builder, GrowableArray out, int numPreChars, int numPostChars,
+            char preChar, char postChar)
+            throws IOException {
+
+        handleTokenTypeTag(out.getDataOutput());
+
+        assert UTF8StringUtil.getModifiedUTF8Len(preChar) == 1 && UTF8StringUtil.getModifiedUTF8Len(postChar) == 1;
+        int actualUtfLen = endOffset - startOffset;
+
+        builder.reset(out, actualUtfLen + numPreChars + numPostChars);
+        // pre chars
+        for (int i = 0; i < numPreChars; i++) {
+            builder.appendChar(preChar);
+        }
+
+        /// regular chars
+        int numRegChars = tokenLength - numPreChars - numPostChars;
+        int pos = startOffset;
+        for (int i = 0; i < numRegChars; i++) {
+            char c = Character.toLowerCase(UTF8StringUtil.charAt(data, pos));
+            builder.appendChar(c);
+            pos += UTF8StringUtil.charSize(data, pos);
+        }
+
+        // post chars
+        for (int i = 0; i < numPostChars; i++) {
+            builder.appendChar(postChar);
+        }
+
+        builder.finish();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
new file mode 100644
index 0000000..59fee05
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
@@ -0,0 +1,36 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public abstract class AbstractUTF8TokenFactory implements ITokenFactory {
+	private static final long serialVersionUID = 1L;
+	protected final byte tokenTypeTag;
+	protected final byte countTypeTag;
+
+	public AbstractUTF8TokenFactory() {
+		tokenTypeTag = -1;
+		countTypeTag = -1;
+	}
+
+	public AbstractUTF8TokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		this.tokenTypeTag = tokenTypeTag;
+		this.countTypeTag = countTypeTag;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..28fa2be
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
@@ -0,0 +1,116 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class DelimitedUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
+
+    protected short tokenCount;
+    private boolean tokenCountCalculated;
+    private int originalIndex;
+
+    public DelimitedUTF8StringBinaryTokenizer(boolean ignoreTokenCount, boolean sourceHasTypeTag,
+            ITokenFactory tokenFactory) {
+        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
+    }
+
+    @Override
+    public void reset(byte[] sentenceData, int start, int length) {
+        super.reset(sentenceData, start, length);
+        // Needed for calculating the number of tokens
+        tokenCount = 0;
+        tokenCountCalculated = false;
+        originalIndex = byteIndex;
+    }
+
+    @Override
+    public boolean hasNext() {
+        // skip delimiters
+        while (byteIndex < sentenceEndOffset && isSeparator(UTF8StringUtil.charAt(sentenceBytes, byteIndex))) {
+            byteIndex += UTF8StringUtil.charSize(sentenceBytes, byteIndex);
+        }
+        return byteIndex < sentenceEndOffset;
+    }
+
+    private static boolean isSeparator(char c) {
+        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER
+                || Character.getType(c) == Character.OTHER_NUMBER);
+    }
+
+    @Override
+    public void next() {
+        int tokenLength = 0;
+        int currentTokenStart = byteIndex;
+        while (byteIndex < sentenceEndOffset && !isSeparator(UTF8StringUtil.charAt(sentenceBytes, byteIndex))) {
+            byteIndex += UTF8StringUtil.charSize(sentenceBytes, byteIndex);
+            tokenLength++;
+        }
+        int curTokenCount = 1;
+        if (tokenLength > 0 && !ignoreTokenCount) {
+            // search if we got the same token before
+            for (int i = 0; i < tokensStart.length(); ++i) {
+                if (tokenLength == tokensLength.get(i)) {
+                    int tokenStart = tokensStart.get(i);
+                    curTokenCount++; // assume we found it
+                    int offset = 0;
+                    for (int charPos= 0; charPos < tokenLength; charPos++) {
+                        // case insensitive comparison
+                        if (Character.toLowerCase(UTF8StringUtil.charAt(sentenceBytes, currentTokenStart + offset))
+                                != Character.toLowerCase(UTF8StringUtil.charAt(sentenceBytes, tokenStart + offset))) {
+                            curTokenCount--;
+                            break;
+                        }
+                        offset += UTF8StringUtil.charSize(sentenceBytes, currentTokenStart + offset);
+                    }
+                }
+            }
+            // add the new token to the list of seen tokens
+            tokensStart.add(currentTokenStart);
+            tokensLength.add(tokenLength);
+        }
+
+        // set token
+        token.reset(sentenceBytes, currentTokenStart, byteIndex, tokenLength, curTokenCount);
+        tokenCount++;
+    }
+
+
+    // TODO Why we bother to get the tokenCount in advance? It seems a caller's problem.
+    @Override
+    public short getTokensCount() {
+        if (!tokenCountCalculated) {
+            tokenCount = 0;
+            boolean previousCharIsSeparator = true;
+            while (originalIndex < sentenceEndOffset) {
+                if (isSeparator(UTF8StringUtil.charAt(sentenceBytes, originalIndex))) {
+                    previousCharIsSeparator = true;
+                } else {
+                    if (previousCharIsSeparator) {
+                        tokenCount++;
+                        previousCharIsSeparator = false;
+                    }
+                }
+                originalIndex += UTF8StringUtil.charSize(sentenceBytes, originalIndex);
+            }
+        }
+        return tokenCount;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..4dfdc88
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class DelimitedUTF8StringBinaryTokenizerFactory implements
+		IBinaryTokenizerFactory {
+
+	private static final long serialVersionUID = 1L;
+	private final boolean ignoreTokenCount;
+	private final boolean sourceHasTypeTag;
+	private final ITokenFactory tokenFactory;
+
+	public DelimitedUTF8StringBinaryTokenizerFactory(boolean ignoreTokenCount,
+			boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+		this.ignoreTokenCount = ignoreTokenCount;
+		this.sourceHasTypeTag = sourceHasTypeTag;
+		this.tokenFactory = tokenFactory;
+	}
+
+	@Override
+	public IBinaryTokenizer createTokenizer() {
+		return new DelimitedUTF8StringBinaryTokenizer(ignoreTokenCount,
+				sourceHasTypeTag, tokenFactory);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
new file mode 100644
index 0000000..8ffd355
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class HashedUTF8NGramToken extends UTF8NGramToken {
+    public HashedUTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        handleTokenTypeTag(out.getDataOutput());
+
+        int hash = GOLDEN_RATIO_32;
+
+        // pre chars
+        for (int i = 0; i < numPreChars; i++) {
+            hash ^= PRECHAR;
+            hash *= GOLDEN_RATIO_32;
+        }
+
+        // regular chars
+        int numRegGrams = tokenLength - numPreChars - numPostChars;
+        int pos = startOffset;
+        for (int i = 0; i < numRegGrams; i++) {
+            hash ^= Character.toLowerCase(UTF8StringUtil.charAt(data, pos));
+            hash *= GOLDEN_RATIO_32;
+            pos += UTF8StringUtil.charSize(data, pos);
+        }
+
+        // post chars
+        for (int i = 0; i < numPostChars; i++) {
+            hash ^= POSTCHAR;
+            hash *= GOLDEN_RATIO_32;
+        }
+
+        // token count
+        hash += tokenCount;
+
+        out.getDataOutput().writeInt(hash);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
new file mode 100644
index 0000000..b593d3b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class HashedUTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public HashedUTF8NGramTokenFactory() {
+		super();
+	}
+
+	public HashedUTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
new file mode 100644
index 0000000..150ffd6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class HashedUTF8WordToken extends UTF8WordToken {
+
+    private int hash = 0;
+
+    public HashedUTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o == null) {
+            return false;
+        }
+        if (!(o instanceof IToken)) {
+            return false;
+        }
+        IToken t = (IToken) o;
+        if (t.getTokenLength() != tokenLength) {
+            return false;
+        }
+        int offset = 0;
+        for (int i = 0; i < tokenLength; i++) {
+            if (UTF8StringUtil.charAt(t.getData(), t.getStartOffset() + offset) != UTF8StringUtil.charAt(data,
+                    startOffset + offset)) {
+                return false;
+            }
+            offset += UTF8StringUtil.charSize(data, startOffset + offset);
+        }
+        return true;
+    }
+
+    @Override
+    public int hashCode() {
+        return hash;
+    }
+
+    @Override
+    public void reset(byte[] data, int startOffset, int endOffset, int tokenLength, int tokenCount) {
+        super.reset(data, startOffset, endOffset, tokenLength, tokenCount);
+
+        // pre-compute hash value using JAQL-like string hashing
+        int pos = startOffset;
+        hash = GOLDEN_RATIO_32;
+        for (int i = 0; i < tokenLength; i++) {
+            hash ^= Character.toLowerCase(UTF8StringUtil.charAt(data, pos));
+            hash *= GOLDEN_RATIO_32;
+            pos += UTF8StringUtil.charSize(data, pos);
+        }
+        hash += tokenCount;
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        if (tokenTypeTag > 0) {
+            out.getDataOutput().write(tokenTypeTag);
+        }
+
+        // serialize hash value
+        out.getDataOutput().writeInt(hash);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
new file mode 100644
index 0000000..d560aeb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class HashedUTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public HashedUTF8WordTokenFactory() {
+		super();
+	}
+
+	public HashedUTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8WordToken(tokenTypeTag, countTypeTag);
+	}
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
new file mode 100644
index 0000000..ba384c0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
@@ -0,0 +1,33 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public interface IBinaryTokenizer {
+    public IToken getToken();
+
+    public boolean hasNext();
+
+    public void next();
+
+    public void reset(byte[] data, int start, int length);
+
+    // Get the total number of tokens
+    public short getTokensCount();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
new file mode 100644
index 0000000..5edb05d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.Serializable;
+
+public interface IBinaryTokenizerFactory extends Serializable {
+	public IBinaryTokenizer createTokenizer();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
new file mode 100644
index 0000000..6671f72
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
@@ -0,0 +1,28 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public interface INGramToken {
+	public int getNumPostChars();
+
+	public int getNumPreChars();
+
+	public void setNumPrePostChars(int numPreChars, int numPostChars);
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
new file mode 100644
index 0000000..cb1b098
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+
+public interface IToken {
+    public byte[] getData();
+
+    public int getEndOffset();
+
+    public int getStartOffset();
+
+    public int getTokenLength();
+
+    /**
+     * reset the storage byte array.
+     *
+     * @param data
+     * @param startOffset
+     * @param endOffset
+     * @param tokenLength
+     * @param tokenCount  the count of this token in a document , or a record, or something else.
+     */
+    public void reset(byte[] data, int startOffset, int endOffset, int tokenLength, int tokenCount);
+
+    public void serializeToken(GrowableArray out) throws IOException;
+
+    public void serializeTokenCount(GrowableArray out) throws IOException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
new file mode 100644
index 0000000..0439be4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
@@ -0,0 +1,26 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.Serializable;
+
+public interface ITokenFactory extends Serializable {
+    public IToken createToken();
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
new file mode 100644
index 0000000..f85edac
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.util.Arrays;
+
+public class IntArray {
+    private static final int SIZE = 128;
+
+    private int[] data;
+    private int length;
+
+    public IntArray() {
+        data = new int[SIZE];
+        length = 0;
+    }
+
+    public void add(int d) {
+        if (length == data.length) {
+            data = Arrays.copyOf(data, data.length << 1);
+        }
+        data[length++] = d;
+    }
+
+    public int[] get() {
+        return data;
+    }
+
+    public int get(int i) {
+        return data[i];
+    }
+
+    public int length() {
+        return length;
+    }
+
+    public void reset() {
+        length = 0;
+    }
+
+    public void sort() {
+        sort(0, length);
+    }
+
+    public void sort(int start, int end) {
+        Arrays.sort(data, start, end);
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder out = new StringBuilder();
+        out.append('[');
+        for (int i = 0; i < length; ++i) {
+            out.append(data[i]);
+            if (i < length - 1) {
+                out.append(',');
+                out.append(' ');
+            }
+        }
+        out.append(']');
+        return out.toString();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
new file mode 100644
index 0000000..9161a54
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import org.apache.hyracks.util.string.UTF8StringUtil;
+
+public class NGramUTF8StringBinaryTokenizer extends AbstractUTF8StringBinaryTokenizer {
+
+    private int gramLength;
+    private boolean usePrePost;
+
+    private int gramNum;
+    private int totalGrams;
+
+    private final INGramToken concreteToken;
+
+    public NGramUTF8StringBinaryTokenizer(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
+            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+        super(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
+        this.gramLength = gramLength;
+        this.usePrePost = usePrePost;
+        concreteToken = (INGramToken) token;
+    }
+
+    @Override
+    public boolean hasNext() {
+        if (gramNum < totalGrams) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    @Override
+    public void next() {
+        int currentTokenStart = byteIndex;
+        int tokenCount = 1;
+        int numPreChars = 0;
+        int numPostChars = 0;
+        if (usePrePost) {
+            numPreChars = Math.max(gramLength - gramNum - 1, 0);
+            numPostChars = (gramNum > totalGrams - gramLength) ? gramLength - totalGrams + gramNum : 0;
+        }
+        gramNum++;
+
+        concreteToken.setNumPrePostChars(numPreChars, numPostChars);
+        if (numPreChars == 0) {
+            byteIndex += UTF8StringUtil.charSize(sentenceBytes, byteIndex);
+        }
+
+        // compute token count
+        // ignore pre and post grams for duplicate detection
+        if (!ignoreTokenCount && numPreChars == 0 && numPostChars == 0) {
+            int tmpIndex = sentenceStartOffset;
+            if (sourceHasTypeTag) {
+                tmpIndex++; // skip type tag
+            }
+            int utfLength = UTF8StringUtil.getUTFLength(sentenceBytes, tmpIndex);
+            tmpIndex += UTF8StringUtil.getNumBytesToStoreLength(utfLength); // skip utf8 length indicator
+            while (tmpIndex < currentTokenStart) {
+                tokenCount++; // assume found
+                int offset = 0;
+                for (int j = 0; j < gramLength; j++) {
+                    if (Character.toLowerCase(UTF8StringUtil.charAt(sentenceBytes, currentTokenStart + offset))
+                            != Character.toLowerCase(UTF8StringUtil.charAt(sentenceBytes, tmpIndex + offset))) {
+                        tokenCount--;
+                        break;
+                    }
+                    offset += UTF8StringUtil.charSize(sentenceBytes, tmpIndex + offset);
+                }
+                tmpIndex += UTF8StringUtil.charSize(sentenceBytes, tmpIndex);
+            }
+        }
+
+        // set token
+        token.reset(sentenceBytes, currentTokenStart, sentenceEndOffset, gramLength, tokenCount);
+    }
+
+    @Override
+    public void reset(byte[] sentenceData, int start, int length) {
+        super.reset(sentenceData, start, length);
+        gramNum = 0;
+
+        int numChars = 0;
+        int pos = byteIndex;
+        int end = pos + sentenceUtf8Length;
+        while (pos < end) {
+            numChars++;
+            pos += UTF8StringUtil.charSize(sentenceData, pos);
+        }
+
+        if (usePrePost) {
+            totalGrams = numChars + gramLength - 1;
+        } else {
+            totalGrams = numChars - gramLength + 1;
+        }
+    }
+
+    public void setGramlength(int gramLength) {
+        this.gramLength = gramLength;
+    }
+
+    public void setPrePost(boolean usePrePost) {
+        this.usePrePost = usePrePost;
+    }
+
+    @Override
+    public short getTokensCount() {
+        return (short) totalGrams;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..a95072d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,46 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class NGramUTF8StringBinaryTokenizerFactory implements IBinaryTokenizerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int gramLength;
+    private final boolean usePrePost;
+    private final boolean ignoreTokenCount;
+    private final boolean sourceHasTypeTag;
+    private final ITokenFactory tokenFactory;
+
+    public NGramUTF8StringBinaryTokenizerFactory(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
+            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+        this.gramLength = gramLength;
+        this.usePrePost = usePrePost;
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        this.tokenFactory = tokenFactory;
+    }
+
+    @Override
+    public IBinaryTokenizer createTokenizer() {
+        return new NGramUTF8StringBinaryTokenizer(gramLength, usePrePost, ignoreTokenCount, sourceHasTypeTag,
+                tokenFactory);
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
new file mode 100644
index 0000000..259288c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.data.std.util.UTF8StringBuilder;
+
+public class UTF8NGramToken extends AbstractUTF8Token implements INGramToken {
+
+    public final static char PRECHAR = '#';
+
+    public final static char POSTCHAR = '$';
+
+    protected int numPreChars;
+    protected int numPostChars;
+
+    private UTF8StringBuilder builder = new UTF8StringBuilder();
+
+    public UTF8NGramToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public int getNumPostChars() {
+        return numPreChars;
+    }
+
+    @Override
+    public int getNumPreChars() {
+        return numPostChars;
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        super.serializeToken(builder, out, numPreChars, numPostChars, PRECHAR, POSTCHAR);
+    }
+
+    public void setNumPrePostChars(int numPreChars, int numPostChars) {
+        this.numPreChars = numPreChars;
+        this.numPostChars = numPostChars;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
new file mode 100644
index 0000000..f8d241c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class UTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public UTF8NGramTokenFactory() {
+		super();
+	}
+
+	public UTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
new file mode 100644
index 0000000..bc7085c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.IOException;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.data.std.util.UTF8StringBuilder;
+
+public class UTF8WordToken extends AbstractUTF8Token {
+
+    private static char NULL_PLACEHOLDER = 1; // can't be 0, cause utf8 modified char will use 2 bytes to write 0
+
+    private UTF8StringBuilder builder = new UTF8StringBuilder();
+
+    public UTF8WordToken(byte tokenTypeTag, byte countTypeTag) {
+        super(tokenTypeTag, countTypeTag);
+    }
+
+    @Override
+    public void serializeToken(GrowableArray out) throws IOException {
+        super.serializeToken(builder, out, 0, 0, NULL_PLACEHOLDER, NULL_PLACEHOLDER);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
new file mode 100644
index 0000000..5274fa3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class UTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
+	private static final long serialVersionUID = 1L;
+
+	public UTF8WordTokenFactory() {
+		super();
+	}
+
+	public UTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8WordToken(tokenTypeTag, countTypeTag);
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
new file mode 100644
index 0000000..2ade6db
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+// TODO: We can possibly avoid copying the data into a new tuple here.
+public class InvertedIndexTokenizingTupleIterator {
+    // Field that is expected to be tokenized.
+    protected final int DOC_FIELD_INDEX = 0;
+
+    protected final int invListFieldCount;
+    protected final ArrayTupleBuilder tupleBuilder;
+    protected final ArrayTupleReference tupleReference;
+    protected final IBinaryTokenizer tokenizer;
+    protected ITupleReference inputTuple;
+
+    public InvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount, IBinaryTokenizer tokenizer) {
+        this.invListFieldCount = invListFieldCount;
+        this.tupleBuilder = new ArrayTupleBuilder(tokensFieldCount + invListFieldCount);
+        this.tupleReference = new ArrayTupleReference();
+        this.tokenizer = tokenizer;
+    }
+
+    public void reset(ITupleReference inputTuple) {
+        this.inputTuple = inputTuple;
+        tokenizer.reset(inputTuple.getFieldData(DOC_FIELD_INDEX), inputTuple.getFieldStart(DOC_FIELD_INDEX),
+                inputTuple.getFieldLength(DOC_FIELD_INDEX));
+    }
+
+    public boolean hasNext() {
+        return tokenizer.hasNext();
+    }
+
+    public void next() throws HyracksDataException {
+        tokenizer.next();
+        IToken token = tokenizer.getToken();
+        tupleBuilder.reset();
+        // Add token field.
+        try {
+            token.serializeToken(tupleBuilder.getFieldData());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        tupleBuilder.addFieldEndOffset();
+        // Add inverted-list element fields.
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
+                    inputTuple.getFieldLength(i + 1));
+        }
+        // Reset tuple reference for insert operation.
+        tupleReference.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public ITupleReference getTuple() {
+        return tupleReference;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
new file mode 100644
index 0000000..87811aa
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
@@ -0,0 +1,224 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.File;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedListMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.frames.LSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.PartitionedLSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.inmemory.PartitionedInMemoryInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilderFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.PartitionedOnDiskInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.PartitionedOnDiskInvertedIndexFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class InvertedIndexUtils {
+
+    public static InMemoryInvertedIndex createInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
+            IMetaDataPageManager virtualFreePageManager, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            FileReference btreeFileRef) throws BTreeException {
+        return new InMemoryInvertedIndex(memBufferCache, virtualFreePageManager, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, btreeFileRef);
+    }
+
+    public static InMemoryInvertedIndex createPartitionedInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
+            IMetaDataPageManager virtualFreePageManager, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            FileReference btreeFileRef) throws BTreeException {
+        return new PartitionedInMemoryInvertedIndex(memBufferCache, virtualFreePageManager, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory, btreeFileRef);
+    }
+
+    public static OnDiskInvertedIndex createOnDiskInvertedIndex(IBufferCache bufferCache,
+            IFileMapProvider fileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile) throws IndexException {
+        IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = getBTreeFile(invListsFile);
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, builder, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public static PartitionedOnDiskInvertedIndex createPartitionedOnDiskInvertedIndex(IBufferCache bufferCache,
+            IFileMapProvider fileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile) throws IndexException {
+        IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = getBTreeFile(invListsFile);
+        return new PartitionedOnDiskInvertedIndex(bufferCache, fileMapProvider, builder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public static FileReference getBTreeFile(FileReference invListsFile) {
+        return new FileReference(new File(invListsFile.getFile().getPath() + "_btree"));
+    }
+
+    public static BTreeFactory createDeletedKeysBTreeFactory(IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            IBufferCache diskBufferCache) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(invListTypeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = BTreeUtils.getLeafFrameFactory(tupleWriterFactory,
+                BTreeLeafFrameType.REGULAR_NSM);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+        BTreeFactory deletedKeysBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, leafFrameFactory, invListCmpFactories,
+                invListCmpFactories.length);
+        return deletedKeysBTreeFactory;
+    }
+
+    public static LSMInvertedIndex createLSMInvertedIndex(List<IVirtualBufferCache> virtualBufferCaches,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            IBufferCache diskBufferCache, String onDiskDir, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, int[] invertedIndexFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, int[] filterFieldsForNonBulkLoadOps,
+            int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable) throws IndexException {
+
+        BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, diskBufferCache);
+
+        int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
+        for (int i = 0; i < invListCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        FileReference onDiskDirFileRef = new FileReference(new File(onDiskDir));
+        LSMInvertedIndexFileManager fileManager = new LSMInvertedIndexFileManager(diskFileMapProvider,
+                onDiskDirFileRef, deletedKeysBTreeFactory);
+
+        IInvertedListBuilderFactory invListBuilderFactory = new FixedSizeElementInvertedListBuilderFactory(
+                invListTypeTraits);
+        OnDiskInvertedIndexFactory invIndexFactory = new OnDiskInvertedIndexFactory(diskBufferCache,
+                diskFileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, fileManager);
+
+        LSMComponentFilterFactory filterFactory = null;
+        LSMComponentFilterFrameFactory filterFrameFactory = null;
+        LSMComponentFilterManager filterManager = null;
+        if (filterCmpFactories != null) {
+            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            filterFactory = new LSMComponentFilterFactory(filterTupleWriterFactory, filterCmpFactories);
+            filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory,
+                    diskBufferCache.getPageSize());
+            filterManager = new LSMComponentFilterManager(diskBufferCache, filterFrameFactory);
+        }
+        LSMInvertedIndex invIndex = new LSMInvertedIndex(virtualBufferCaches, invIndexFactory, deletedKeysBTreeFactory,
+                bloomFilterFactory, filterFactory, filterFrameFactory, filterManager, bloomFilterFalsePositiveRate,
+                fileManager, diskFileMapProvider, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, tokenizerFactory, mergePolicy, opTracker, ioScheduler, ioOpCallback,
+                invertedIndexFields, filterFields, filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps,
+                durable);
+        return invIndex;
+    }
+
+    public static PartitionedLSMInvertedIndex createPartitionedLSMInvertedIndex(
+            List<IVirtualBufferCache> virtualBufferCaches, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache, String onDiskDir,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback, int[] invertedIndexFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            int[] filterFieldsForNonBulkLoadOps, int[] invertedIndexFieldsForNonBulkLoadOps, boolean durable)
+            throws IndexException {
+
+        BTreeFactory deletedKeysBTreeFactory = createDeletedKeysBTreeFactory(diskFileMapProvider, invListTypeTraits,
+                invListCmpFactories, diskBufferCache);
+
+        int[] bloomFilterKeyFields = new int[invListCmpFactories.length];
+        for (int i = 0; i < invListCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        FileReference onDiskDirFileRef = new FileReference(new File(onDiskDir));
+        LSMInvertedIndexFileManager fileManager = new LSMInvertedIndexFileManager(diskFileMapProvider,
+                onDiskDirFileRef, deletedKeysBTreeFactory);
+
+        IInvertedListBuilderFactory invListBuilderFactory = new FixedSizeElementInvertedListBuilderFactory(
+                invListTypeTraits);
+        PartitionedOnDiskInvertedIndexFactory invIndexFactory = new PartitionedOnDiskInvertedIndexFactory(
+                diskBufferCache, diskFileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, fileManager);
+
+        LSMComponentFilterFactory filterFactory = null;
+        LSMComponentFilterFrameFactory filterFrameFactory = null;
+        LSMComponentFilterManager filterManager = null;
+        if (filterCmpFactories != null) {
+            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            filterFactory = new LSMComponentFilterFactory(filterTupleWriterFactory, filterCmpFactories);
+            filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory,
+                    diskBufferCache.getPageSize());
+            filterManager = new LSMComponentFilterManager(diskBufferCache, filterFrameFactory);
+        }
+        PartitionedLSMInvertedIndex invIndex = new PartitionedLSMInvertedIndex(virtualBufferCaches, invIndexFactory,
+                deletedKeysBTreeFactory, bloomFilterFactory, filterFactory, filterFrameFactory, filterManager,
+                bloomFilterFalsePositiveRate, fileManager, diskFileMapProvider, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, mergePolicy, opTracker, ioScheduler,
+                ioOpCallback, invertedIndexFields, filterFields, filterFieldsForNonBulkLoadOps,
+                invertedIndexFieldsForNonBulkLoadOps, durable);
+        return invIndex;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java
new file mode 100644
index 0000000..01c74c9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/ObjectCache.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IObjectFactory;
+
+public class ObjectCache<T> {
+    protected final int expandSize;
+    protected final IObjectFactory<T> objFactory;
+    protected final ArrayList<T> cache;
+    protected int lastReturned = 0;
+
+    public ObjectCache(IObjectFactory<T> objFactory, int initialSize, int expandSize) {
+        this.objFactory = objFactory;
+        this.cache = new ArrayList<T>(initialSize);
+        this.expandSize = expandSize;
+        expand(initialSize);
+    }
+
+    private void expand(int expandSize) {
+        for (int i = 0; i < expandSize; i++) {
+            cache.add(objFactory.create());
+        }
+    }
+
+    public void reset() {
+        lastReturned = 0;
+    }
+
+    public T getNext() {
+        if (lastReturned >= cache.size()) {
+            expand(expandSize);
+        }
+        return cache.get(lastReturned++);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
new file mode 100644
index 0000000..8b1e11b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-invertedindex/src/main/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/PartitionedInvertedIndexTokenizingTupleIterator.java
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.IOException;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+// TODO: We can possibly avoid copying the data into a new tuple here.
+public class PartitionedInvertedIndexTokenizingTupleIterator extends InvertedIndexTokenizingTupleIterator {
+
+    protected short numTokens = 0;
+
+    public PartitionedInvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount,
+            IBinaryTokenizer tokenizer) {
+        super(tokensFieldCount, invListFieldCount, tokenizer);
+    }
+
+    public void reset(ITupleReference inputTuple) {
+        super.reset(inputTuple);
+        // Run through the tokenizer once to get the total number of tokens.
+        numTokens = 0;
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            numTokens++;
+        }
+        super.reset(inputTuple);
+    }
+
+    public void next() throws HyracksDataException {
+        tokenizer.next();
+        IToken token = tokenizer.getToken();
+        tupleBuilder.reset();
+        try {
+            // Add token field.
+            token.serializeToken(tupleBuilder.getFieldData());
+            tupleBuilder.addFieldEndOffset();
+            // Add field with number of tokens.
+            tupleBuilder.getDataOutput().writeShort(numTokens);
+            tupleBuilder.addFieldEndOffset();
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        // Add inverted-list element fields.
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
+                    inputTuple.getFieldLength(i + 1));
+        }
+        // Reset tuple reference for insert operation.
+        tupleReference.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public short getNumTokens() {
+        return numTokens;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/pom.xml b/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
new file mode 100644
index 0000000..c632a8c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/pom.xml
@@ -0,0 +1,66 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-rtree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  		
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
new file mode 100644
index 0000000..d50b52c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelper;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMRTreeDataflowHelper extends AbstractLSMIndexDataflowHelper {
+
+    protected final IBinaryComparatorFactory[] btreeComparatorFactories;
+    protected final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    protected final RTreePolicyType rtreePolicyType;
+    protected final ILinearizeComparatorFactory linearizeCmpFactory;
+    protected final int[] rtreeFields;
+
+    public AbstractLSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable) {
+        this(opDesc, ctx, partition, virtualBufferCaches, DEFAULT_BLOOM_FILTER_FALSE_POSITIVE_RATE,
+                btreeComparatorFactories, valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, linearizeCmpFactory, rtreeFields, filterTypeTraits,
+                filterCmpFactories, filterFields, durable);
+    }
+
+    public AbstractLSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, bloomFilterFalsePositiveRate, mergePolicy, opTrackerFactory,
+                ioScheduler, ioOpCallbackFactory, filterTypeTraits, filterCmpFactories, filterFields, durable);
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+        this.rtreeFields = rtreeFields;
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return createLSMTree(virtualBufferCaches, file, opDesc.getStorageManager().getBufferCache(ctx), opDesc
+                .getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(),
+                treeOpDesc.getTreeIndexComparatorFactories(), btreeComparatorFactories,
+                opTrackerFactory.getOperationTracker(ctx), valueProviderFactories, rtreePolicyType,
+                linearizeCmpFactory, rtreeFields, filterTypeTraits, filterCmpFactories, filterFields);
+
+    }
+
+    protected abstract ITreeIndex createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILSMOperationTracker opTracker, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelper.java
new file mode 100644
index 0000000..79e082c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelper.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class ExternalRTreeDataflowHelper extends LSMRTreeDataflowHelper {
+
+    private final int version;
+
+    public ExternalRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] btreeFields, int version, boolean durable) {
+        super(opDesc, ctx, partition, null, btreeComparatorFactories, valueProviderFactories, rtreePolicyType,
+                mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackFactory, linearizeCmpFactory, null,
+                btreeFields, null, null, null, durable);
+        this.version = version;
+    }
+
+    public ExternalRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            double bloomFilterFalsePositiveRate, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] btreeFields, int version, boolean durable) {
+        super(opDesc, ctx, partition, null, bloomFilterFalsePositiveRate, btreeComparatorFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackFactory, linearizeCmpFactory, null, btreeFields, null, null, null, durable);
+        this.version = version;
+    }
+
+    @Override
+    public IIndex getIndexInstance() {
+        synchronized (lcManager) {
+            if (index == null) {
+                try {
+                    index = lcManager.getIndex(resourcePath);
+                } catch (HyracksDataException e) {
+                    return null;
+                }
+            }
+        }
+        return index;
+    }
+
+    @Override
+    protected ITreeIndex createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILSMOperationTracker opTracker, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields)
+            throws HyracksDataException {
+        try {
+            return LSMRTreeUtils
+                    .createExternalRTree(file, diskBufferCache, diskFileMapProvider, typeTraits, rtreeCmpFactories,
+                            btreeCmpFactories, valueProviderFactories, rtreePolicyType, bloomFilterFalsePositiveRate,
+                            mergePolicy, opTracker, ioScheduler, ioOpCallbackFactory.createIOOperationCallback(),
+                            linearizeCmpFactory, btreeFields, version, durable);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    public int getTargetVersion() {
+        return version;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..63e47d9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/ExternalRTreeDataflowHelperFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class ExternalRTreeDataflowHelperFactory extends LSMRTreeDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int version;
+
+    public ExternalRTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, IBinaryComparatorFactory[] btreeComparatorFactories,
+            ILSMMergePolicyFactory mergePolicyFactory, Map<String, String> mergePolicyProperties,
+            ILSMOperationTrackerProvider opTrackerFactory, ILSMIOOperationSchedulerProvider ioSchedulerProvider,
+            ILSMIOOperationCallbackFactory ioOpCallbackFactory, ILinearizeComparatorFactory linearizeCmpFactory,
+            double bloomFilterFalsePositiveRate, int[] btreeFields, int version, boolean durable) {
+        super(valueProviderFactories, rtreePolicyType, btreeComparatorFactories, null, mergePolicyFactory,
+                mergePolicyProperties, opTrackerFactory, ioSchedulerProvider, ioOpCallbackFactory, linearizeCmpFactory,
+                bloomFilterFalsePositiveRate, null, btreeFields, null, null, null, durable);
+        this.version = version;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new ExternalRTreeDataflowHelper(opDesc, ctx, partition, bloomFilterFalsePositiveRate,
+                btreeComparatorFactories, valueProviderFactories, rtreePolicyType,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, linearizeCmpFactory, btreeFields,
+                version, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java
new file mode 100644
index 0000000..4f41a98
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelper.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeDataflowHelper extends AbstractLSMRTreeDataflowHelper {
+    protected int[] btreeFields;
+
+    public LSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] btreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, btreeComparatorFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackFactory, linearizeCmpFactory,
+                rtreeFields, filterTypeTraits, filterCmpFactories, filterFields, durable);
+        this.btreeFields = btreeFields;
+    }
+
+    public LSMRTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            List<IVirtualBufferCache> virtualBufferCaches, double bloomFilterFalsePositiveRate,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] btreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, bloomFilterFalsePositiveRate, btreeComparatorFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler,
+                ioOpCallbackFactory, linearizeCmpFactory, rtreeFields, filterTypeTraits, filterCmpFactories,
+                filterFields, durable);
+        this.btreeFields = btreeFields;
+    }
+
+    @Override
+    protected ITreeIndex createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILSMOperationTracker opTracker, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields)
+            throws HyracksDataException {
+        try {
+            return LSMRTreeUtils.createLSMTree(virtualBufferCaches, file, diskBufferCache, diskFileMapProvider,
+                    typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
+                    bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler,
+                    ioOpCallbackFactory.createIOOperationCallback(), linearizeCmpFactory, rtreeFields, btreeFields,
+                    filterTypeTraits, filterCmpFactories, filterFields, durable);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..f3cd002
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeDataflowHelperFactory.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    protected final IBinaryComparatorFactory[] btreeComparatorFactories;
+    protected final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    protected final RTreePolicyType rtreePolicyType;
+    protected final ILinearizeComparatorFactory linearizeCmpFactory;
+    protected final int[] rtreeFields;
+    protected final int[] btreeFields;
+
+    public LSMRTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IVirtualBufferCacheProvider virtualBufferCacheProvider, ILSMMergePolicyFactory mergePolicyFactory,
+            Map<String, String> mergePolicyProperties, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, double bloomFilterFalsePositiveRate, int[] rtreeFields,
+            int[] btreeFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] filterFields, boolean durable) {
+        super(virtualBufferCacheProvider, mergePolicyFactory, mergePolicyProperties, opTrackerFactory,
+                ioSchedulerProvider, ioOpCallbackFactory, bloomFilterFalsePositiveRate, filterTypeTraits,
+                filterCmpFactories, filterFields, durable);
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+        this.rtreeFields = rtreeFields;
+        this.btreeFields = btreeFields;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMRTreeDataflowHelper(opDesc, ctx, partition,
+                virtualBufferCacheProvider.getVirtualBufferCaches(ctx, opDesc.getFileSplitProvider()), bloomFilterFalsePositiveRate,
+                btreeComparatorFactories, valueProviderFactories, rtreePolicyType,
+                mergePolicyFactory.createMergePolicy(mergePolicyProperties, ctx), opTrackerFactory,
+                ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory, linearizeCmpFactory, rtreeFields,
+                btreeFields, filterTypeTraits, filterCmpFactories, filterFields, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java
new file mode 100644
index 0000000..aaedd2c
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelper.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuplesDataflowHelper extends AbstractLSMRTreeDataflowHelper {
+    public LSMRTreeWithAntiMatterTuplesDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, List<IVirtualBufferCache> virtualBufferCaches,
+            IBinaryComparatorFactory[] btreeComparatorFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable) {
+        super(opDesc, ctx, partition, virtualBufferCaches, btreeComparatorFactories, valueProviderFactories,
+                rtreePolicyType, mergePolicy, opTrackerFactory, ioScheduler, ioOpCallbackFactory, linearizeCmpFactory,
+                rtreeFields, filterTypeTraits, filterCmpFactories, filterFields, durable);
+    }
+
+    @Override
+    protected ITreeIndex createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILSMOperationTracker opTracker, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields)
+            throws HyracksDataException {
+        try {
+            return LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(virtualBufferCaches, file, diskBufferCache,
+                    diskFileMapProvider, typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
+                    rtreePolicyType, mergePolicy, opTracker, ioScheduler,
+                    ioOpCallbackFactory.createIOOperationCallback(), linearizeCmpFactory, rtreeFields,
+                    filterTypeTraits, filterCmpFactories, filterFields, durable);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java
new file mode 100644
index 0000000..28f43cc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/dataflow/LSMRTreeWithAntiMatterTuplesDataflowHelperFactory.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.dataflow;
+
+import java.util.Map;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallbackFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationSchedulerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicyFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTrackerProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.dataflow.AbstractLSMIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesDataflowHelperFactory extends AbstractLSMIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IBinaryComparatorFactory[] btreeComparatorFactories;
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+    private final ILinearizeComparatorFactory linearizeCmpFactory;
+    private final int[] rtreeFields;
+
+    public LSMRTreeWithAntiMatterTuplesDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, IBinaryComparatorFactory[] btreeComparatorFactories,
+            IVirtualBufferCacheProvider virtualBufferCacheProvider, ILSMMergePolicyFactory mergePolicyFactory,
+            Map<String, String> mergePolicyProperties, ILSMOperationTrackerProvider opTrackerFactory,
+            ILSMIOOperationSchedulerProvider ioSchedulerProvider, ILSMIOOperationCallbackFactory ioOpCallbackFactory,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, boolean durable) {
+        super(virtualBufferCacheProvider, mergePolicyFactory, mergePolicyProperties, opTrackerFactory,
+                ioSchedulerProvider, ioOpCallbackFactory, 1.0, filterTypeTraits, filterCmpFactories, filterFields,
+                durable);
+        this.btreeComparatorFactories = btreeComparatorFactories;
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.linearizeCmpFactory = linearizeCmpFactory;
+        this.rtreeFields = rtreeFields;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new LSMRTreeWithAntiMatterTuplesDataflowHelper(opDesc, ctx, partition,
+                virtualBufferCacheProvider.getVirtualBufferCaches(ctx, opDesc.getFileSplitProvider()), btreeComparatorFactories,
+                valueProviderFactories, rtreePolicyType, mergePolicyFactory.createMergePolicy(mergePolicyProperties,
+                        ctx), opTrackerFactory, ioSchedulerProvider.getIOScheduler(ctx), ioOpCallbackFactory,
+                linearizeCmpFactory, rtreeFields, filterTypeTraits, filterCmpFactories, filterFields, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
new file mode 100644
index 0000000..bb0c8d6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
@@ -0,0 +1,467 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.io.File;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndex;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class AbstractLSMRTree extends AbstractLSMIndex implements ITreeIndex {
+
+    protected final ILinearizeComparatorFactory linearizer;
+    protected final int[] comparatorFields;
+    protected final IBinaryComparatorFactory[] linearizerArray;
+
+    // On-disk components.
+    // For creating RTree's used in flush and merge.
+    protected final ILSMComponentFactory componentFactory;
+
+    protected IBinaryComparatorFactory[] btreeCmpFactories;
+    protected IBinaryComparatorFactory[] rtreeCmpFactories;
+
+    // Common for in-memory and on-disk components.
+    protected final ITreeIndexFrameFactory rtreeInteriorFrameFactory;
+    protected final ITreeIndexFrameFactory btreeInteriorFrameFactory;
+    protected final ITreeIndexFrameFactory rtreeLeafFrameFactory;
+    protected final ITreeIndexFrameFactory btreeLeafFrameFactory;
+    protected final int[] rtreeFields;
+
+    public AbstractLSMRTree(List<IVirtualBufferCache> virtualBufferCaches,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileManager, ILSMComponentFactory componentFactory,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
+            int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, double bloomFilterFalsePositiveRate,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, ILSMComponentFilterFactory filterFactory,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            int[] rtreeFields, int[] filterFields, boolean durable) {
+        super(virtualBufferCaches, componentFactory.getBufferCache(), fileManager, diskFileMapProvider,
+                bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback, filterFrameFactory,
+                filterManager, filterFields, durable);
+        int i = 0;
+        for (IVirtualBufferCache virtualBufferCache : virtualBufferCaches) {
+            RTree memRTree = new RTree(virtualBufferCache, virtualBufferCache.getFileMapProvider(),
+                    new VirtualMetaDataPageManager(virtualBufferCache.getNumPages()), rtreeInteriorFrameFactory,
+                    rtreeLeafFrameFactory, rtreeCmpFactories, fieldCount,
+                    new FileReference(new File(fileManager.getBaseDir() + "_virtual_r_" + i)));
+            BTree memBTree = new BTree(virtualBufferCache, virtualBufferCache.getFileMapProvider(),
+                    new VirtualMetaDataPageManager(virtualBufferCache.getNumPages()), btreeInteriorFrameFactory,
+                    btreeLeafFrameFactory, btreeCmpFactories, btreeCmpFactories.length,
+                    new FileReference(new File(fileManager.getBaseDir() + "_virtual_b_" + i)));
+            LSMRTreeMemoryComponent mutableComponent = new LSMRTreeMemoryComponent(memRTree, memBTree,
+                    virtualBufferCache, i == 0 ? true : false,
+                    filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+            memoryComponents.add(mutableComponent);
+            ++i;
+        }
+
+        this.rtreeInteriorFrameFactory = rtreeInteriorFrameFactory;
+        this.rtreeLeafFrameFactory = rtreeLeafFrameFactory;
+        this.btreeInteriorFrameFactory = btreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.componentFactory = componentFactory;
+        this.btreeCmpFactories = btreeCmpFactories;
+        this.rtreeCmpFactories = rtreeCmpFactories;
+        this.linearizer = linearizer;
+        this.comparatorFields = comparatorFields;
+        this.linearizerArray = linearizerArray;
+        this.rtreeFields = rtreeFields;
+    }
+
+    /*
+     * For External indexes with no memory components
+     */
+    public AbstractLSMRTree(ITreeIndexFrameFactory rtreeInteriorFrameFactory,
+            ITreeIndexFrameFactory rtreeLeafFrameFactory, ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ILSMIndexFileManager fileManager,
+            ILSMComponentFactory componentFactory, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILinearizeComparatorFactory linearizer, int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback, boolean durable) {
+        super(componentFactory.getBufferCache(), fileManager, diskFileMapProvider, bloomFilterFalsePositiveRate,
+                mergePolicy, opTracker, ioScheduler, ioOpCallback, durable);
+        this.rtreeInteriorFrameFactory = rtreeInteriorFrameFactory;
+        this.rtreeLeafFrameFactory = rtreeLeafFrameFactory;
+        this.btreeInteriorFrameFactory = btreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.componentFactory = componentFactory;
+        this.btreeCmpFactories = btreeCmpFactories;
+        this.rtreeCmpFactories = rtreeCmpFactories;
+        this.linearizer = linearizer;
+        this.comparatorFields = comparatorFields;
+        this.linearizerArray = linearizerArray;
+        this.rtreeFields = null;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+        diskComponents.clear();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            ILSMIndexAccessor accessor = createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            accessor.scheduleFlush(cb);
+            try {
+                cb.waitForIO();
+            } catch (InterruptedException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+        deallocateMemoryComponents();
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        clearMemoryComponents();
+    }
+
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) throws HyracksDataException {
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        int cmc = currentMutableComponentId.get();
+        ctx.setCurrentMutableComponentId(cmc);
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case INSERT:
+            case DELETE:
+            case FLUSH:
+            case UPSERT:
+                operationalComponents.add(memoryComponents.get(cmc));
+                break;
+            case SEARCH:
+                if (memoryComponentsAllocated) {
+                    addOperationalMutableComponents(operationalComponents);
+                }
+                if (filterManager != null) {
+                    for (ILSMComponent c : immutableComponents) {
+                        if (c.getLSMComponentFilter().satisfy(
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMinFilterTuple(),
+                                ((AbstractSearchPredicate) ctx.getSearchPredicate()).getMaxFilterTuple(),
+                                ((LSMRTreeOpContext) ctx).filterCmp)) {
+                            operationalComponents.add(c);
+                        }
+                    }
+                } else {
+                    operationalComponents.addAll(immutableComponents);
+                }
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        cursor.open(ctx.searchInitialState, pred);
+    }
+
+    protected LSMComponentFileReferences getMergeTargetFileName(List<ILSMComponent> mergingDiskComponents)
+            throws HyracksDataException {
+        RTree firstTree = ((LSMRTreeDiskComponent) mergingDiskComponents.get(0)).getRTree();
+        RTree lastTree = ((LSMRTreeDiskComponent) mergingDiskComponents.get(mergingDiskComponents.size() - 1))
+                .getRTree();
+        FileReference firstFile = firstTree.getFileReference();
+        FileReference lastFile = lastTree.getFileReference();
+        LSMComponentFileReferences fileRefs = fileManager.getRelMergeFileReference(firstFile.getFile().getName(),
+                lastFile.getFile().getName());
+        return fileRefs;
+    }
+
+    protected LSMRTreeDiskComponent createDiskComponent(ILSMComponentFactory factory, FileReference insertFileRef,
+            FileReference deleteFileRef, FileReference bloomFilterFileRef, boolean createComponent)
+                    throws HyracksDataException, IndexException {
+        // Create new tree instance.
+        LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) factory.createLSMComponentInstance(
+                new LSMComponentFileReferences(insertFileRef, deleteFileRef, bloomFilterFileRef));
+        // Tree will be closed during cleanup of merge().
+        if (!createComponent) {
+            component.getRTree().activate();
+        }
+        if (component.getBTree() != null) {
+            if (!createComponent) {
+                component.getBTree().activate();
+            }
+            component.getBloomFilter().activate();
+        }
+        if (component.getLSMComponentFilter() != null && !createComponent) {
+            filterManager.readFilterInfo(component.getLSMComponentFilter(), component.getRTree());
+        }
+        return component;
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getLeafFrameFactory() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getLeafFrameFactory();
+    }
+
+    @Override
+    public ITreeIndexFrameFactory getInteriorFrameFactory() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getInteriorFrameFactory();
+    }
+
+    @Override
+    public IMetaDataPageManager getMetaManager() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getMetaManager();
+    }
+
+    @Override
+    public int getFieldCount() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getFieldCount();
+    }
+
+    @Override
+    public int getRootPageId() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getRootPageId();
+    }
+
+    @Override
+    public int getFileId() {
+        LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) memoryComponents
+                .get(currentMutableComponentId.get());
+        return mutableComponent.getRTree().getFileId();
+    }
+
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        if (ctx.getOperation() == IndexOperation.PHYSICALDELETE) {
+            throw new UnsupportedOperationException("Physical delete not supported in the LSM-RTree");
+        }
+
+        ITupleReference indexTuple;
+        if (ctx.indexTuple != null) {
+            ctx.indexTuple.reset(tuple);
+            indexTuple = ctx.indexTuple;
+        } else {
+            indexTuple = tuple;
+        }
+
+        ctx.getModificationCallback().before(indexTuple);
+        ctx.getModificationCallback().found(null, indexTuple);
+        if (ctx.getOperation() == IndexOperation.INSERT) {
+            ctx.currentMutableRTreeAccessor.insert(indexTuple);
+        } else {
+            // First remove all entries in the in-memory rtree (if any).
+            ctx.currentMutableRTreeAccessor.delete(indexTuple);
+            // Insert key into the deleted-keys BTree.
+            try {
+                ctx.currentMutableBTreeAccessor.insert(indexTuple);
+            } catch (TreeIndexDuplicateKeyException e) {
+                // Do nothing, because one delete tuple is enough to indicate
+                // that all the corresponding insert tuples are deleted
+            }
+        }
+        if (ctx.filterTuple != null) {
+            ctx.filterTuple.reset(tuple);
+            memoryComponents.get(currentMutableComponentId.get()).getLSMComponentFilter().update(ctx.filterTuple,
+                    ctx.filterCmp);
+        }
+    }
+
+    protected LSMRTreeOpContext createOpContext(IModificationOperationCallback modCallback) {
+        return new LSMRTreeOpContext(memoryComponents, rtreeLeafFrameFactory, rtreeInteriorFrameFactory,
+                btreeLeafFrameFactory, btreeInteriorFrameFactory, rtreeCmpFactories, btreeCmpFactories, modCallback,
+                NoOpOperationCallback.INSTANCE, rtreeFields, filterFields, lsmHarness, comparatorFields,
+                linearizerArray);
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        return rtreeCmpFactories;
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        throw new UnsupportedOperationException("Validation not implemented for LSM R-Trees.");
+    }
+
+    @Override
+    public long getMemoryAllocationSize() {
+        long size = 0;
+        for (ILSMComponent c : memoryComponents) {
+            LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) c;
+            IBufferCache virtualBufferCache = mutableComponent.getRTree().getBufferCache();
+            size += virtualBufferCache.getNumPages() * virtualBufferCache.getPageSize();
+        }
+        return size;
+    }
+
+    @Override
+    public boolean isPrimaryIndex() {
+        return false;
+    }
+
+    @Override
+    public String toString() {
+        return "LSMRTree [" + fileManager.getBaseDir() + "]";
+    }
+
+    @Override
+    public synchronized void allocateMemoryComponents() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to allocate memory components since the index is not active.");
+        }
+        if (memoryComponentsAllocated) {
+            return;
+        }
+        for (ILSMComponent c : memoryComponents) {
+            LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) c;
+            ((IVirtualBufferCache) mutableComponent.getRTree().getBufferCache()).open();
+            mutableComponent.getRTree().create();
+            mutableComponent.getBTree().create();
+            mutableComponent.getRTree().activate();
+            mutableComponent.getBTree().activate();
+        }
+        memoryComponentsAllocated = true;
+    }
+
+    private void addOperationalMutableComponents(List<ILSMComponent> operationalComponents) {
+        int cmc = currentMutableComponentId.get();
+        int numMutableComponents = memoryComponents.size();
+        for (int i = 0; i < numMutableComponents - 1; i++) {
+            ILSMComponent c = memoryComponents.get((cmc + i + 1) % numMutableComponents);
+            LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) c;
+            if (mutableComponent.isReadable()) {
+                // Make sure newest components are added first
+                operationalComponents.add(0, mutableComponent);
+            }
+        }
+        // The current mutable component is always added
+        operationalComponents.add(0, memoryComponents.get(cmc));
+    }
+
+    private synchronized void clearMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) c;
+                mutableComponent.getRTree().clear();
+                mutableComponent.getBTree().clear();
+                mutableComponent.reset();
+            }
+        }
+    }
+
+    private synchronized void deallocateMemoryComponents() throws HyracksDataException {
+        if (memoryComponentsAllocated) {
+            for (ILSMComponent c : memoryComponents) {
+                LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) c;
+                mutableComponent.getRTree().deactivate();
+                mutableComponent.getBTree().deactivate();
+                mutableComponent.getRTree().destroy();
+                mutableComponent.getBTree().destroy();
+                ((IVirtualBufferCache) mutableComponent.getRTree().getBufferCache()).close();
+            }
+            memoryComponentsAllocated = false;
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTree.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTree.java
new file mode 100644
index 0000000..51e0fbd
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTree.java
@@ -0,0 +1,767 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.io.IOException;
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITwoPCIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.ITwoPCIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.LSMOperationType;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.ExternalIndexHarness;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+/**
+ * This is an lsm r-tree that does not have memory component and is modified
+ * only by bulk loading and addition of disk components as of this point, it is
+ * intended for use with external dataset indexes only.
+ *
+ * @author alamouda
+ */
+public class ExternalRTree extends LSMRTree implements ITwoPCIndex {
+
+    // A second disk component list that will be used when a transaction is
+    // committed and will be seen by subsequent accessors
+    private final List<ILSMComponent> secondDiskComponents;
+    // A pointer that points to the current most recent list (either
+    // diskComponents = 0, or secondDiskComponents = 1). It starts with -1 to
+    // indicate first time activation
+    private int version = -1;
+    private final int fieldCount;
+
+    public ExternalRTree(ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileNameManager, TreeIndexFactory<RTree> diskRTreeFactory,
+            TreeIndexFactory<BTree> diskBTreeFactory, BloomFilterFactory bloomFilterFactory,
+            double bloomFilterFalsePositiveRate, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILinearizeComparatorFactory linearizer, int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, int[] buddyBTreeFields, int version, boolean durable) {
+        super(rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                fileNameManager, diskRTreeFactory, diskBTreeFactory, bloomFilterFactory, bloomFilterFalsePositiveRate,
+                diskFileMapProvider, fieldCount, rtreeCmpFactories, btreeCmpFactories, linearizer, comparatorFields,
+                linearizerArray, mergePolicy, opTracker, ioScheduler, ioOpCallback, buddyBTreeFields, durable);
+        this.secondDiskComponents = new LinkedList<ILSMComponent>();
+        this.version = version;
+        this.fieldCount = fieldCount;
+    }
+
+    // This method is used to create a target for a bulk modify operation. This
+    // component must then eventually be either committed or deleted
+    private ILSMComponent createTransactionTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs;
+        try {
+            componentFileRefs = fileManager.getNewTransactionFileReference();
+        } catch (IOException e) {
+            throw new HyracksDataException("Failed to create transaction components", e);
+        }
+        return createDiskComponent(componentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    // The subsume merged components is overridden to account for:
+    // 1. the number of readers of components
+    // 2. maintaining two versions of the index
+    @Override
+    public void subsumeMergedComponents(ILSMComponent newComponent, List<ILSMComponent> mergedComponents)
+            throws HyracksDataException {
+        // determine which list is the new one
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+        }
+        // check if merge will affect the older list
+        if (olderList.containsAll(mergedComponents)) {
+            int swapIndex = olderList.indexOf(mergedComponents.get(0));
+            olderList.removeAll(mergedComponents);
+            olderList.add(swapIndex, newComponent);
+        }
+        // The new list will always have all the merged components
+        int swapIndex = newerList.indexOf(mergedComponents.get(0));
+        newerList.removeAll(mergedComponents);
+        newerList.add(swapIndex, newComponent);
+    }
+
+    // This method is used by the merge policy when it needs to check if a merge
+    // is needed.
+    // It only needs to return the newer list
+    @Override
+    public List<ILSMComponent> getImmutableComponents() {
+        if (version == 0) {
+            return diskComponents;
+        } else {
+            return secondDiskComponents;
+        }
+    }
+
+    // This function should only be used when a transaction fail. it doesn't
+    // take any parameters since there can only be
+    // a single transaction and hence a single transaction component on disk
+    public void deleteTransactionComponent() throws HyracksDataException {
+        fileManager.deleteTransactionFiles();
+    }
+
+    // This function in an instance of this index is only used after a bulk load
+    // is successful
+    // it will therefore add the component to the first list and enter it.
+    @Override
+    public void addComponent(ILSMComponent c) throws HyracksDataException {
+        if (version == 0) {
+            diskComponents.add(0, c);
+        } else if (version == 1) {
+            secondDiskComponents.add(0, c);
+        }
+    }
+
+    // This function is used when a new component is to be committed.
+    @Override
+    public void commitTransactionDiskComponent(ILSMComponent newComponent) throws HyracksDataException {
+
+        // determine which list is the new one and flip the pointer
+        List<ILSMComponent> newerList;
+        List<ILSMComponent> olderList;
+        if (version == 0) {
+            newerList = diskComponents;
+            olderList = secondDiskComponents;
+            version = 1;
+        } else {
+            newerList = secondDiskComponents;
+            olderList = diskComponents;
+            version = 0;
+        }
+        // Remove components from list
+        olderList.clear();
+        // Add components
+        olderList.addAll(newerList);
+        if (newComponent != null) {
+            // Add it to the list
+            olderList.add(0, newComponent);
+        }
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to activate the index since it is already activated.");
+        }
+
+        if (diskComponents.size() == 0 && secondDiskComponents.size() == 0) {
+            //First time activation
+            List<LSMComponentFileReferences> validFileReferences;
+            try {
+                validFileReferences = fileManager.cleanupAndGetValidFiles();
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+                LSMRTreeDiskComponent component;
+                try {
+                    component = createDiskComponent(componentFactory,
+                            lsmComonentFileReference.getInsertIndexFileReference(),
+                            lsmComonentFileReference.getDeleteIndexFileReference(),
+                            lsmComonentFileReference.getBloomFilterFileReference(), false);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                diskComponents.add(component);
+                secondDiskComponents.add(component);
+            }
+            ((ExternalIndexHarness) lsmHarness).indexFirstTimeActivated();
+        } else {
+            // This index has been opened before or is brand new with no components
+            // components. It should also maintain the version pointer
+            for (ILSMComponent c : diskComponents) {
+                LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+                RTree rtree = component.getRTree();
+                BTree btree = component.getBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                rtree.activate();
+                btree.activate();
+                bloomFilter.activate();
+            }
+            for (ILSMComponent c : secondDiskComponents) {
+                // Only activate non shared components
+                if (!diskComponents.contains(c)) {
+                    LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+                    RTree rtree = component.getRTree();
+                    BTree btree = component.getBTree();
+                    BloomFilter bloomFilter = component.getBloomFilter();
+                    rtree.activate();
+                    btree.activate();
+                    bloomFilter.activate();
+                }
+            }
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        super.create();
+        secondDiskComponents.clear();
+    }
+
+    // we override this method because this index uses a different opcontext
+    @Override
+    public void search(ILSMIndexOperationContext ictx, IIndexCursor cursor, ISearchPredicate pred)
+            throws HyracksDataException, IndexException {
+        ExternalRTreeOpContext ctx = (ExternalRTreeOpContext) ictx;
+        List<ILSMComponent> operationalComponents = ictx.getComponentHolder();
+        ctx.initialState.setOperationalComponents(operationalComponents);
+
+        cursor.open(ctx.initialState, pred);
+    }
+
+    // The only reason for overriding the merge method is the way to determine
+    // the need to keep deleted tuples
+    // This can be done in a better way by creating a method boolean
+    // keepDeletedTuples(mergedComponents);
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeMergeOperation mergeOp = (LSMRTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        ISearchPredicate rtreeSearchPred = new SearchPredicate(null, null);
+        ILSMIndexOperationContext opCtx = ((LSMRTreeSortedCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        search(opCtx, cursor, rtreeSearchPred);
+
+        LSMRTreeDiskComponent mergedComponent = createDiskComponent(componentFactory, mergeOp.getRTreeMergeTarget(),
+                mergeOp.getBTreeMergeTarget(), mergeOp.getBloomFilterMergeTarget(), true);
+
+        // In case we must keep the deleted-keys BTrees, then they must be
+        // merged *before* merging the r-trees so that
+        // lsmHarness.endSearch() is called once when the r-trees have been
+        // merged.
+        if (mergeOp.isKeepDeletedTuples()) {
+            // Keep the deleted tuples since the oldest disk component is not
+            // included in the merge operation
+
+            LSMRTreeDeletedKeysBTreeMergeCursor btreeCursor = new LSMRTreeDeletedKeysBTreeMergeCursor(opCtx);
+            search(opCtx, btreeCursor, rtreeSearchPred);
+
+            BTree btree = mergedComponent.getBTree();
+            IIndexBulkLoader btreeBulkLoader = btree.createBulkLoader(1.0f, true, 0L, false, true);
+
+            long numElements = 0L;
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                numElements += ((LSMRTreeDiskComponent) mergeOp.getMergingComponents().get(i)).getBloomFilter()
+                        .getNumElements();
+            }
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            IIndexBulkLoader builder = mergedComponent.getBloomFilter().createBuilder(numElements,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+            try {
+                while (btreeCursor.hasNext()) {
+                    btreeCursor.next();
+                    ITupleReference tuple = btreeCursor.getTuple();
+                    btreeBulkLoader.add(tuple);
+                    builder.add(tuple);
+                }
+            } finally {
+                btreeCursor.close();
+                builder.end();
+            }
+            btreeBulkLoader.end();
+        }
+
+        IIndexBulkLoader bulkLoader = mergedComponent.getRTree().createBulkLoader(1.0f, false, 0L, false, true);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        bulkLoader.end();
+        return mergedComponent;
+    }
+
+    @Override
+    public void deactivate(boolean flushOnExit) throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to deactivate the index since it is already deactivated.");
+        }
+
+        if (flushOnExit) {
+            BlockingIOOperationCallbackWrapper cb = new BlockingIOOperationCallbackWrapper(ioOpCallback);
+            cb.afterFinalize(LSMOperationType.FLUSH, null);
+        }
+
+        for (ILSMComponent c : diskComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            RTree rtree = component.getRTree();
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            rtree.deactivateCloseHandle();
+            btree.deactivateCloseHandle();
+            bloomFilter.deactivate();
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            // Only deactivate non shared components
+            if (!diskComponents.contains(c)) {
+                LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+                RTree rtree = component.getRTree();
+                BTree btree = component.getBTree();
+                BloomFilter bloomFilter = component.getBloomFilter();
+                rtree.deactivateCloseHandle();
+                btree.deactivateCloseHandle();
+                bloomFilter.deactivate();
+            }
+        }
+        isActivated = false;
+    }
+
+    // The clear method is not used anywhere in AsterixDB! we override it anyway
+    // to exit components first and clear the two lists
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        ((ExternalIndexHarness) lsmHarness).indexClear();
+
+        for (ILSMComponent c : diskComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getRTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getRTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getRTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getBTree().deactivate();
+            component.getRTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getBTree().destroy();
+        }
+
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        version = -1;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+        for (ILSMComponent c : diskComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getRTree().destroy();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            // Remove from second list to avoid destroying twice
+            secondDiskComponents.remove(c);
+        }
+        for (ILSMComponent c : secondDiskComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getRTree().destroy();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+        }
+        diskComponents.clear();
+        secondDiskComponents.clear();
+        fileManager.deleteDirs();
+        version = -1;
+    }
+
+    // Not supported
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("tuple modify not supported in LSM-Disk-Only-RTree");
+    }
+
+    // Not supported
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-RTree");
+    }
+
+    // Not supported
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("flush not supported in LSM-Disk-Only-RTree");
+    }
+
+    // Only support search and merge operations
+    @Override
+    public void getOperationalComponents(ILSMIndexOperationContext ctx) {
+        List<ILSMComponent> operationalComponents = ctx.getComponentHolder();
+        List<ILSMComponent> immutableComponents;
+        // Identify current list in case of a merge
+        if (version == 0) {
+            immutableComponents = diskComponents;
+        } else {
+            immutableComponents = secondDiskComponents;
+        }
+        ExternalRTreeOpContext opCtx = (ExternalRTreeOpContext) ctx;
+        operationalComponents.clear();
+        switch (ctx.getOperation()) {
+            case SEARCH:
+                if (opCtx.getTargetIndexVersion() == 0) {
+                    operationalComponents.addAll(diskComponents);
+                } else {
+                    operationalComponents.addAll(secondDiskComponents);
+                }
+                break;
+            case MERGE:
+                operationalComponents.addAll(ctx.getComponentsToBeMerged());
+                break;
+            case FULL_MERGE:
+                operationalComponents.addAll(immutableComponents);
+                break;
+            case REPLICATE:
+                operationalComponents.addAll(ctx.getComponentsToBeReplicated());
+                break;
+            case FLUSH:
+                // Do nothing. this is left here even though the index never
+                // performs flushes because a flush is triggered by
+                // dataset lifecycle manager when closing an index. Having no
+                // components is a no operation
+                break;
+            default:
+                throw new UnsupportedOperationException("Operation " + ctx.getOperation() + " not supported.");
+        }
+    }
+
+    // For initial load
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCRTreeBulkLoader(fillLevel, verifyInput, 0, checkIfEmptyIndex, false);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // For transaction bulk load <- could consolidate with the above method ->
+    @Override
+    public IIndexBulkLoader createTransactionBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMTwoPCRTreeBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex, true);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // The bulk loader used for both initial loading and transaction
+    // modifications
+    public class LSMTwoPCRTreeBulkLoader implements IIndexBulkLoader, ITwoPCIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader rtreeBulkLoader;
+        private final BTreeBulkLoader btreeBulkLoader;
+        private final IIndexBulkLoader builder;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        private boolean endedBloomFilterLoad = false;
+        private final boolean isTransaction;
+
+        public LSMTwoPCRTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex, boolean isTransaction) throws TreeIndexException, HyracksDataException {
+            this.isTransaction = isTransaction;
+            // Create the appropriate target
+            if (isTransaction) {
+                try {
+                    component = createTransactionTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            } else {
+                if (checkIfEmptyIndex && !isEmptyIndex()) {
+                    throw new TreeIndexException("Cannot load an index that is not empty");
+                }
+                try {
+                    component = createBulkLoadTarget();
+                } catch (HyracksDataException | IndexException e) {
+                    throw new TreeIndexException(e);
+                }
+            }
+
+            // Create the three loaders
+            rtreeBulkLoader = ((LSMRTreeDiskComponent) component).getRTree().createBulkLoader(fillFactor, verifyInput,
+                    numElementsHint, false, true);
+            btreeBulkLoader = (BTreeBulkLoader) ((LSMRTreeDiskComponent) component).getBTree()
+                    .createBulkLoader(fillFactor, verifyInput, numElementsHint, false, true);
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElementsHint);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            builder = ((LSMRTreeDiskComponent) component).getBloomFilter().createBuilder(numElementsHint,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                rtreeBulkLoader.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        // This is made public in case of a failure, it is better to delete all
+        // created artifacts.
+        public void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                try {
+                    ((LSMRTreeDiskComponent) component).getRTree().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMRTreeDiskComponent) component).getRTree().destroy();
+                try {
+                    ((LSMRTreeDiskComponent) component).getBTree().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMRTreeDiskComponent) component).getBTree().destroy();
+                try {
+                    ((LSMRTreeDiskComponent) component).getBloomFilter().deactivate();
+                } catch (Exception e) {
+
+                }
+                ((LSMRTreeDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+                if (!endedBloomFilterLoad) {
+                    builder.end();
+                    endedBloomFilterLoad = true;
+                }
+                rtreeBulkLoader.end();
+                btreeBulkLoader.end();
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else if (isTransaction) {
+                    // Since this is a transaction component, validate and
+                    // deactivate. it could later be added or deleted
+                    markAsValid(component);
+                    RTree rtree = ((LSMRTreeDiskComponent) component).getRTree();
+                    BTree btree = ((LSMRTreeDiskComponent) component).getBTree();
+                    BloomFilter bloomFilter = ((LSMRTreeDiskComponent) component).getBloomFilter();
+                    rtree.deactivate();
+                    btree.deactivate();
+                    bloomFilter.deactivate();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                btreeBulkLoader.add(tuple);
+                builder.add(tuple);
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        @Override
+        public void abort() {
+            try {
+                cleanupArtifacts();
+            } catch (Exception e) {
+
+            }
+        }
+    }
+
+    @Override
+    public String toString() {
+        return "LSMTwoPCRTree [" + fileManager.getBaseDir() + "]";
+    }
+
+    // The only change the the schedule merge is the method used to create the
+    // opCtx. first line <- in schedule merge, we->
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        ILSMIndexOperationContext rctx = createOpContext(NoOpOperationCallback.INSTANCE, -1);
+        rctx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        ITreeIndexCursor cursor = new LSMRTreeSortedCursor(rctx, linearizer, buddyBTreeFields);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeAccessor(lsmHarness, rctx);
+        // create the merge operation.
+        LSMRTreeMergeOperation mergeOp = new LSMRTreeMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getDeleteIndexFileReference(),
+                relMergeFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir());
+        // set the keepDeletedTuples flag
+        boolean keepDeleteTuples = false;
+        if (version == 0) {
+            keepDeleteTuples = mergeOp.getMergingComponents()
+                    .get(mergeOp.getMergingComponents().size() - 1) != diskComponents.get(diskComponents.size() - 1);
+        } else {
+            keepDeleteTuples = mergeOp.getMergingComponents()
+                    .get(mergeOp.getMergingComponents().size() - 1) != secondDiskComponents
+                            .get(secondDiskComponents.size() - 1);
+        }
+        mergeOp.setKeepDeletedTuples(keepDeleteTuples);
+
+        ioScheduler.scheduleOperation(mergeOp);
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(ISearchOperationCallback searchCallback, int targetIndexVersion)
+            throws HyracksDataException {
+        return new LSMRTreeAccessor(lsmHarness, createOpContext(searchCallback, targetIndexVersion));
+    }
+
+    // This method creates the appropriate opContext for the targeted version
+    public ExternalRTreeOpContext createOpContext(ISearchOperationCallback searchCallback, int targetVersion) {
+        return new ExternalRTreeOpContext(rtreeCmpFactories, btreeCmpFactories, searchCallback, targetVersion,
+                lsmHarness, comparatorFields, linearizerArray, rtreeLeafFrameFactory, rtreeInteriorFrameFactory,
+                btreeLeafFrameFactory);
+    }
+
+    // The accessor for disk only indexes don't use modification callback and
+    // always carry the target index version with them
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMRTreeAccessor(lsmHarness, createOpContext(searchCallback, version));
+    }
+
+    @Override
+    public int getCurrentVersion() {
+        return version;
+    }
+
+    @Override
+    public List<ILSMComponent> getFirstComponentList() {
+        return diskComponents;
+    }
+
+    @Override
+    public List<ILSMComponent> getSecondComponentList() {
+        return secondDiskComponents;
+    }
+
+    @Override
+    public void commitTransaction() throws TreeIndexException, HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefrences = fileManager.getTransactionFileReferenceForCommit();
+        LSMRTreeDiskComponent component = null;
+        if (componentFileRefrences != null) {
+            component = createDiskComponent(componentFactory, componentFileRefrences.getInsertIndexFileReference(),
+                    componentFileRefrences.getDeleteIndexFileReference(),
+                    componentFileRefrences.getBloomFilterFileReference(), false);
+        }
+        ((ExternalIndexHarness) lsmHarness).addTransactionComponents(component);
+    }
+
+    @Override
+    public void abortTransaction() throws TreeIndexException {
+        try {
+            fileManager.deleteTransactionFiles();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public void recoverTransaction() throws TreeIndexException {
+        try {
+            fileManager.recoverTransaction();
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    @Override
+    public boolean hasMemoryComponents() {
+        return false;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldCount;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTreeOpContext.java
new file mode 100644
index 0000000..6a9a640
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/ExternalRTreeOpContext.java
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class ExternalRTreeOpContext implements ILSMIndexOperationContext {
+    private IndexOperation op;
+    private MultiComparator bTreeCmp;
+    private MultiComparator rTreeCmp;
+    public final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+    public final ISearchOperationCallback searchCallback;
+    private final int targetIndexVersion;
+    public ISearchPredicate searchPredicate;
+    public LSMRTreeCursorInitialState initialState;
+
+    public ExternalRTreeOpContext(IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, ISearchOperationCallback searchCallback,
+            int targetIndexVersion, ILSMHarness lsmHarness, int[] comparatorFields,
+            IBinaryComparatorFactory[] linearizerArray, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory) {
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.searchCallback = searchCallback;
+        this.targetIndexVersion = targetIndexVersion;
+        this.bTreeCmp = MultiComparator.create(btreeCmpFactories);
+        this.rTreeCmp = MultiComparator.create(rtreeCmpFactories);
+        initialState = new LSMRTreeCursorInitialState(rtreeLeafFrameFactory, rtreeInteriorFrameFactory,
+                btreeLeafFrameFactory, bTreeCmp, lsmHarness, comparatorFields, linearizerArray, searchCallback,
+                componentHolder);
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        // Do nothing. this should never be called for disk only indexes
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+        componentsToBeReplicated.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public MultiComparator getBTreeMultiComparator() {
+        return bTreeCmp;
+    }
+
+    public MultiComparator getRTreeMultiComparator() {
+        return rTreeCmp;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    // This should never be needed for disk only indexes
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return null;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    public int getTargetIndexVersion() {
+        return targetIndexVersion;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
new file mode 100644
index 0000000..3c91d62
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
@@ -0,0 +1,648 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.DualTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTree extends AbstractLSMRTree {
+    protected int[] buddyBTreeFields;
+
+    public LSMRTree(List<IVirtualBufferCache> virtualBufferCaches, ITreeIndexFrameFactory rtreeInteriorFrameFactory,
+            ITreeIndexFrameFactory rtreeLeafFrameFactory, ITreeIndexFrameFactory btreeInteriorFrameFactory,
+            ITreeIndexFrameFactory btreeLeafFrameFactory, ILSMIndexFileManager fileNameManager,
+            TreeIndexFactory<RTree> diskRTreeFactory, TreeIndexFactory<BTree> diskBTreeFactory,
+            BloomFilterFactory bloomFilterFactory, ILSMComponentFilterFactory filterFactory,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            double bloomFilterFalsePositiveRate, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILinearizeComparatorFactory linearizer, int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, int[] rtreeFields, int[] buddyBTreeFields, int[] filterFields,
+            boolean durable) {
+        super(virtualBufferCaches, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory,
+                btreeLeafFrameFactory, fileNameManager,
+                new LSMRTreeDiskComponentFactory(diskRTreeFactory, diskBTreeFactory, bloomFilterFactory, filterFactory),
+                diskFileMapProvider, fieldCount, rtreeCmpFactories, btreeCmpFactories, linearizer, comparatorFields,
+                linearizerArray, bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback,
+                filterFactory, filterFrameFactory, filterManager, rtreeFields, filterFields, durable);
+        this.buddyBTreeFields = buddyBTreeFields;
+    }
+
+    /*
+     * For External indexes with no memory components
+     */
+    public LSMRTree(ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileNameManager, TreeIndexFactory<RTree> diskRTreeFactory,
+            TreeIndexFactory<BTree> diskBTreeFactory, BloomFilterFactory bloomFilterFactory,
+            double bloomFilterFalsePositiveRate, IFileMapProvider diskFileMapProvider, int fieldCount,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            ILinearizeComparatorFactory linearizer, int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, int[] buddyBTreeFields, boolean durable) {
+        super(rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                fileNameManager,
+                new LSMRTreeDiskComponentFactory(diskRTreeFactory, diskBTreeFactory, bloomFilterFactory, null),
+                diskFileMapProvider, fieldCount, rtreeCmpFactories, btreeCmpFactories, linearizer, comparatorFields,
+                linearizerArray, bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback,
+                durable);
+        this.buddyBTreeFields = buddyBTreeFields;
+    }
+
+    /**
+     * Opens LSMRTree, cleaning up invalid files from base dir, and registering
+     * all valid files as on-disk RTrees and BTrees.
+     * @throws HyracksDataException
+     */
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        super.activate();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        immutableComponents.clear();
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMRTreeDiskComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(),
+                        lsmComonentFileReference.getDeleteIndexFileReference(),
+                        lsmComonentFileReference.getBloomFilterFileReference(), false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        super.deactivate(flushOnExit);
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            RTree rtree = component.getRTree();
+            BTree btree = component.getBTree();
+            BloomFilter bloomFilter = component.getBloomFilter();
+            rtree.deactivateCloseHandle();
+            btree.deactivateCloseHandle();
+            bloomFilter.deactivate();
+        }
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        super.destroy();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getRTree().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        super.clear();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) c;
+            component.getBTree().deactivate();
+            component.getBloomFilter().deactivate();
+            component.getRTree().deactivate();
+            component.getBTree().destroy();
+            component.getBloomFilter().destroy();
+            component.getRTree().destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        ILSMIndexOperationContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        rctx.setOperation(IndexOperation.FLUSH);
+        rctx.getComponentHolder().addAll(ctx.getComponentHolder());
+        LSMRTreeAccessor accessor = new LSMRTreeAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeFlushOperation(accessor, flushingComponent,
+                componentFileRefs.getInsertIndexFileReference(), componentFileRefs.getDeleteIndexFileReference(),
+                componentFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeFlushOperation flushOp = (LSMRTreeFlushOperation) operation;
+        LSMRTreeMemoryComponent flushingComponent = (LSMRTreeMemoryComponent) flushOp.getFlushingComponent();
+        // Renaming order is critical because we use assume ordering when we
+        // read the file names when we open the tree.
+        // The RTree should be renamed before the BTree.
+
+        // scan the memory RTree
+        ITreeIndexAccessor memRTreeAccessor = flushingComponent.getRTree()
+                .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RTreeSearchCursor rtreeScanCursor = (RTreeSearchCursor) memRTreeAccessor.createSearchCursor(false);
+        SearchPredicate rtreeNullPredicate = new SearchPredicate(null, null);
+        memRTreeAccessor.search(rtreeScanCursor, rtreeNullPredicate);
+        LSMRTreeDiskComponent component = createDiskComponent(componentFactory, flushOp.getRTreeFlushTarget(),
+                flushOp.getBTreeFlushTarget(), flushOp.getBloomFilterFlushTarget(), true);
+        RTree diskRTree = component.getRTree();
+        IIndexBulkLoader rTreeBulkloader;
+        ITreeIndexCursor cursor;
+
+        IBinaryComparatorFactory[] linearizerArray = { linearizer };
+
+        TreeTupleSorter rTreeTupleSorter = new TreeTupleSorter(flushingComponent.getRTree().getFileId(),
+                linearizerArray, rtreeLeafFrameFactory.createFrame(), rtreeLeafFrameFactory.createFrame(),
+                flushingComponent.getRTree().getBufferCache(), comparatorFields);
+        // BulkLoad the tuples from the in-memory tree into the new disk
+        // RTree.
+
+        boolean isEmpty = true;
+        try {
+            while (rtreeScanCursor.hasNext()) {
+                isEmpty = false;
+                rtreeScanCursor.next();
+                rTreeTupleSorter.insertTupleEntry(rtreeScanCursor.getPageId(), rtreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            rtreeScanCursor.close();
+        }
+        rTreeTupleSorter.sort();
+
+        rTreeBulkloader = diskRTree.createBulkLoader(1.0f, false, 0L, false, true);
+        cursor = rTreeTupleSorter;
+
+        if (!isEmpty) {
+            try {
+                while (cursor.hasNext()) {
+                    cursor.next();
+                    ITupleReference frameTuple = cursor.getTuple();
+                    rTreeBulkloader.add(frameTuple);
+                }
+            } finally {
+                cursor.close();
+            }
+        }
+
+        rTreeBulkloader.end();
+
+        ITreeIndexAccessor memBTreeAccessor = flushingComponent.getBTree()
+                .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RangePredicate btreeNullPredicate = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor btreeCountingCursor = ((BTreeAccessor) memBTreeAccessor).createCountingSearchCursor();
+        memBTreeAccessor.search(btreeCountingCursor, btreeNullPredicate);
+        long numBTreeTuples = 0L;
+        try {
+            while (btreeCountingCursor.hasNext()) {
+                btreeCountingCursor.next();
+                ITupleReference countTuple = btreeCountingCursor.getTuple();
+                numBTreeTuples = IntegerPointable.getInteger(countTuple.getFieldData(0), countTuple.getFieldStart(0));
+            }
+        } finally {
+            btreeCountingCursor.close();
+        }
+
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numBTreeTuples);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                bloomFilterFalsePositiveRate);
+
+        IIndexCursor btreeScanCursor = memBTreeAccessor.createSearchCursor(false);
+        memBTreeAccessor.search(btreeScanCursor, btreeNullPredicate);
+        BTree diskBTree = component.getBTree();
+
+        // BulkLoad the tuples from the in-memory tree into the new disk BTree.
+        IIndexBulkLoader bTreeBulkloader = diskBTree.createBulkLoader(1.0f, false, numBTreeTuples, false, true);
+        IIndexBulkLoader builder = component.getBloomFilter().createBuilder(numBTreeTuples,
+                bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+        // scan the memory BTree
+        try {
+            while (btreeScanCursor.hasNext()) {
+                btreeScanCursor.next();
+                ITupleReference frameTuple = btreeScanCursor.getTuple();
+                bTreeBulkloader.add(frameTuple);
+                builder.add(frameTuple);
+            }
+        } finally {
+            btreeScanCursor.close();
+            builder.end();
+        }
+
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMinTuple());
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMaxTuple());
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(), component.getRTree());
+        }
+
+        bTreeBulkloader.end();
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        ILSMIndexOperationContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        rctx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        ITreeIndexCursor cursor = new LSMRTreeSortedCursor(rctx, linearizer, buddyBTreeFields);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeMergeOperation(accessor, mergingComponents, cursor,
+                relMergeFileRefs.getInsertIndexFileReference(), relMergeFileRefs.getDeleteIndexFileReference(),
+                relMergeFileRefs.getBloomFilterFileReference(), callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeMergeOperation mergeOp = (LSMRTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        ISearchPredicate rtreeSearchPred = new SearchPredicate(null, null);
+        ILSMIndexOperationContext opCtx = ((LSMRTreeSortedCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        search(opCtx, cursor, rtreeSearchPred);
+
+        LSMRTreeDiskComponent mergedComponent = createDiskComponent(componentFactory, mergeOp.getRTreeMergeTarget(),
+                mergeOp.getBTreeMergeTarget(), mergeOp.getBloomFilterMergeTarget(), true);
+
+        // In case we must keep the deleted-keys BTrees, then they must be merged *before* merging the r-trees so that
+        // lsmHarness.endSearch() is called once when the r-trees have been merged.
+        BTree btree = mergedComponent.getBTree();
+        IIndexBulkLoader btreeBulkLoader = btree.createBulkLoader(1.0f, true, 0L, false, true);
+        if (mergeOp.getMergingComponents().get(mergeOp.getMergingComponents().size() - 1) != diskComponents
+                .get(diskComponents.size() - 1)) {
+            // Keep the deleted tuples since the oldest disk component is not included in the merge operation
+
+            LSMRTreeDeletedKeysBTreeMergeCursor btreeCursor = new LSMRTreeDeletedKeysBTreeMergeCursor(opCtx);
+            search(opCtx, btreeCursor, rtreeSearchPred);
+
+            long numElements = 0L;
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                numElements += ((LSMRTreeDiskComponent) mergeOp.getMergingComponents().get(i)).getBloomFilter()
+                        .getNumElements();
+            }
+
+            int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+            BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                    bloomFilterFalsePositiveRate);
+            IIndexBulkLoader builder = mergedComponent.getBloomFilter().createBuilder(numElements,
+                    bloomFilterSpec.getNumHashes(), bloomFilterSpec.getNumBucketsPerElements());
+
+            try {
+                while (btreeCursor.hasNext()) {
+                    btreeCursor.next();
+                    ITupleReference tuple = btreeCursor.getTuple();
+                    btreeBulkLoader.add(tuple);
+                    builder.add(tuple);
+                }
+            } finally {
+                btreeCursor.close();
+                builder.end();
+            }
+        }
+
+        if (mergedComponent.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMinTuple());
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMaxTuple());
+            }
+            filterManager.updateFilterInfo(mergedComponent.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(mergedComponent.getLSMComponentFilter(), mergedComponent.getRTree());
+        }
+        btreeBulkLoader.end();
+
+        IIndexBulkLoader bulkLoader = mergedComponent.getRTree().createBulkLoader(1.0f, false, 0L, false, true);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkLoader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        bulkLoader.end();
+
+        return mergedComponent;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMRTreeAccessor(lsmHarness, createOpContext(modificationCallback));
+    }
+
+    public class LSMRTreeAccessor extends LSMTreeIndexAccessor {
+        private final DualTupleReference dualTuple;
+
+        public LSMRTreeAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+            dualTuple = new DualTupleReference(buddyBTreeFields);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor(boolean exclusive) {
+            return new LSMRTreeSearchCursor(ctx, buddyBTreeFields);
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            ctx.setOperation(IndexOperation.DELETE);
+            dualTuple.reset(tuple);
+            lsmHarness.modify(ctx, false, dualTuple);
+        }
+
+        @Override
+        public boolean tryDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            ctx.setOperation(IndexOperation.DELETE);
+            dualTuple.reset(tuple);
+            return lsmHarness.modify(ctx, true, dualTuple);
+        }
+
+        @Override
+        public void forceDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            ctx.setOperation(IndexOperation.DELETE);
+            dualTuple.reset(tuple);
+            lsmHarness.forceModify(ctx, dualTuple);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMRTreeOpContext concreteCtx = (LSMRTreeOpContext) ctx;
+            return concreteCtx.currentRTreeOpContext.cmp;
+        }
+    }
+
+    protected ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences componentFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(componentFactory, componentFileRefs.getInsertIndexFileReference(),
+                componentFileRefs.getDeleteIndexFileReference(), componentFileRefs.getBloomFilterFileReference(), true);
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMRTreeBulkLoader(fillLevel, verifyInput, numElementsHint, checkIfEmptyIndex);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    // This function is modified for R-Trees without antimatter tuples to allow buddy B-Tree to have only primary keys
+    @Override
+    public void modify(IIndexOperationContext ictx, ITupleReference tuple) throws HyracksDataException, IndexException {
+        LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
+        if (ctx.getOperation() == IndexOperation.PHYSICALDELETE) {
+            throw new UnsupportedOperationException("Physical delete not supported in the LSM-RTree");
+        }
+
+        ITupleReference indexTuple;
+        if (ctx.indexTuple != null) {
+            ctx.indexTuple.reset(tuple);
+            indexTuple = ctx.indexTuple;
+        } else {
+            indexTuple = tuple;
+        }
+
+        ctx.getModificationCallback().before(indexTuple);
+        ctx.getModificationCallback().found(null, indexTuple);
+        if (ctx.getOperation() == IndexOperation.INSERT) {
+            ctx.currentMutableRTreeAccessor.insert(indexTuple);
+        } else {
+            // First remove all entries in the in-memory rtree (if any).
+            ctx.currentMutableRTreeAccessor.delete(indexTuple);
+            try {
+                ctx.currentMutableBTreeAccessor.insert(((DualTupleReference) tuple).getPermutingTuple());
+            } catch (TreeIndexDuplicateKeyException e) {
+                // Do nothing, because one delete tuple is enough to indicate
+                // that all the corresponding insert tuples are deleted
+            }
+        }
+        if (ctx.filterTuple != null) {
+            ctx.filterTuple.reset(tuple);
+            memoryComponents.get(currentMutableComponentId.get()).getLSMComponentFilter().update(ctx.filterTuple,
+                    ctx.filterCmp);
+        }
+    }
+
+    public class LSMRTreeBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader bulkLoader;
+        private final IIndexBulkLoader buddyBTreeBulkloader;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        public final PermutingTupleReference indexTuple;
+        public final PermutingTupleReference filterTuple;
+        public final MultiComparator filterCmp;
+
+        public LSMRTreeBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex) throws TreeIndexException, HyracksDataException {
+            if (checkIfEmptyIndex && !isEmptyIndex()) {
+                throw new TreeIndexException("Cannot load an index that is not empty");
+            }
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException | IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = ((LSMRTreeDiskComponent) component).getRTree().createBulkLoader(fillFactor, verifyInput,
+                    numElementsHint, false, true);
+            buddyBTreeBulkloader = ((LSMRTreeDiskComponent) component).getBTree().createBulkLoader(fillFactor,
+                    verifyInput, numElementsHint, false, true);
+            if (filterFields != null) {
+                indexTuple = new PermutingTupleReference(rtreeFields);
+                filterCmp = MultiComparator.create(component.getLSMComponentFilter().getFilterCmpFactories());
+                filterTuple = new PermutingTupleReference(filterFields);
+            } else {
+                indexTuple = null;
+                filterCmp = null;
+                filterTuple = null;
+            }
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException, IndexException {
+            try {
+                ITupleReference t;
+                if (indexTuple != null) {
+                    indexTuple.reset(tuple);
+                    t = indexTuple;
+                } else {
+                    t = tuple;
+                }
+
+                bulkLoader.add(t);
+
+                if (filterTuple != null) {
+                    filterTuple.reset(tuple);
+                    component.getLSMComponentFilter().update(filterTuple, filterCmp);
+                }
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+
+                if (component.getLSMComponentFilter() != null) {
+                    filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                            ((LSMRTreeDiskComponent) component).getRTree());
+                }
+
+                bulkLoader.end();
+                buddyBTreeBulkloader.end();
+
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            if (bulkLoader != null) {
+                bulkLoader.abort();
+            }
+            if (buddyBTreeBulkloader != null) {
+                buddyBTreeBulkloader.abort();
+            }
+        }
+
+        protected void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                ((LSMRTreeDiskComponent) component).getRTree().deactivate();
+                ((LSMRTreeDiskComponent) component).getRTree().destroy();
+                ((LSMRTreeDiskComponent) component).getBTree().deactivate();
+                ((LSMRTreeDiskComponent) component).getBTree().destroy();
+                ((LSMRTreeDiskComponent) component).getBloomFilter().deactivate();
+                ((LSMRTreeDiskComponent) component).getBloomFilter().destroy();
+            }
+        }
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) lsmComponent;
+        markAsValidInternal(component.getBTree().getBufferCache(), component.getBloomFilter());
+        markAsValidInternal((component).getBTree());
+        markAsValidInternal((component).getRTree());
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        if (!appendOnly)
+            throw new UnsupportedOperationException("LSM indexes don't support in-place modification");
+        return createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex);
+    }
+
+    @Override
+    public Set<String> getLSMComponentPhysicalFiles(ILSMComponent lsmComponent) {
+        Set<String> files = new HashSet<String>();
+        LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) lsmComponent;
+        files.add(component.getBTree().getFileReference().getFile().getAbsolutePath());
+        files.add(component.getRTree().getFileReference().getFile().getAbsolutePath());
+        files.add(component.getBloomFilter().getFileReference().getFile().getAbsolutePath());
+        return files;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java
new file mode 100644
index 0000000..c8f05c2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeAbstractCursor.java
@@ -0,0 +1,209 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.BloomFilterAwareBTreePointSearchCursor;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTree.RTreeAccessor;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public abstract class LSMRTreeAbstractCursor implements ITreeIndexCursor {
+
+    protected boolean open;
+    protected RTreeSearchCursor[] rtreeCursors;
+    protected BTreeRangeSearchCursor[] btreeCursors;
+    protected RTreeAccessor[] rtreeAccessors;
+    protected BTreeAccessor[] btreeAccessors;
+    private MultiComparator btreeCmp;
+    protected int numberOfTrees;
+    protected SearchPredicate rtreeSearchPredicate;
+    protected RangePredicate btreeRangePredicate;
+    protected ITupleReference frameTuple;
+    protected boolean includeMutableComponent;
+    protected ILSMHarness lsmHarness;
+    protected boolean foundNext;
+    protected final ILSMIndexOperationContext opCtx;
+
+    protected List<ILSMComponent> operationalComponents;
+
+    public LSMRTreeAbstractCursor(ILSMIndexOperationContext opCtx) {
+        this.opCtx = opCtx;
+        btreeRangePredicate = new RangePredicate(null, null, true, true, null, null);
+    }
+
+    public RTreeSearchCursor getCursor(int cursorIndex) {
+        return rtreeCursors[cursorIndex];
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMRTreeCursorInitialState lsmInitialState = (LSMRTreeCursorInitialState) initialState;
+        if (btreeCmp == null) {
+            btreeCmp = lsmInitialState.getBTreeCmp();
+            btreeRangePredicate.setLowKeyCmp(btreeCmp);
+            btreeRangePredicate.setHighKeyCmp(btreeCmp);
+        }
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        numberOfTrees = operationalComponents.size();
+
+        int numComponenets = operationalComponents.size();
+        if (rtreeCursors == null || rtreeCursors.length != numComponenets) {
+            // object creation: should be relatively low
+            rtreeCursors = new RTreeSearchCursor[numberOfTrees];
+            btreeCursors = new BTreeRangeSearchCursor[numberOfTrees];
+            rtreeAccessors = new RTreeAccessor[numberOfTrees];
+            btreeAccessors = new BTreeAccessor[numberOfTrees];
+        }
+
+        includeMutableComponent = false;
+        for (int i = 0; i < numberOfTrees; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            RTree rtree;
+            BTree btree;
+            if (component.getType() == LSMComponentType.MEMORY) {
+                includeMutableComponent = true;
+                // No need for a bloom filter for the in-memory BTree.
+                if (btreeCursors[i] == null || btreeCursors[i].isBloomFilterAware()) {
+                    //create
+                    btreeCursors[i] = new BTreeRangeSearchCursor(
+                            (IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory().createFrame(), false);
+                } else {
+                    //re-use
+                    btreeCursors[i].reset();
+                }
+                rtree = ((LSMRTreeMemoryComponent) component).getRTree();
+                btree = ((LSMRTreeMemoryComponent) component).getBTree();
+            } else {
+                if (btreeCursors[i] == null || !btreeCursors[i].isBloomFilterAware()) {
+                    // need to create a new one
+                    btreeCursors[i] = new BloomFilterAwareBTreePointSearchCursor(
+                            (IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory().createFrame(), false,
+                            ((LSMRTreeDiskComponent) operationalComponents.get(i)).getBloomFilter());
+                } else {
+                    // reset
+                    ((BloomFilterAwareBTreePointSearchCursor) btreeCursors[i])
+                            .resetBloomFilter(((LSMRTreeDiskComponent) operationalComponents.get(i)).getBloomFilter());
+                    btreeCursors[i].reset();
+                }
+                rtree = ((LSMRTreeDiskComponent) component).getRTree();
+                btree = ((LSMRTreeDiskComponent) component).getBTree();
+            }
+            if (rtreeCursors[i] == null) {
+                rtreeCursors[i] = new RTreeSearchCursor(
+                        (IRTreeInteriorFrame) lsmInitialState.getRTreeInteriorFrameFactory().createFrame(),
+                        (IRTreeLeafFrame) lsmInitialState.getRTreeLeafFrameFactory().createFrame());
+            } else {
+                rtreeCursors[i].reset();
+            }
+            if (rtreeAccessors[i] == null) {
+                rtreeAccessors[i] = (RTreeAccessor) rtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+                btreeAccessors[i] = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                        NoOpOperationCallback.INSTANCE);
+            } else {
+                rtreeAccessors[i].reset(rtree, NoOpOperationCallback.INSTANCE);
+                btreeAccessors[i].reset(btree, NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            }
+        }
+
+        rtreeSearchPredicate = (SearchPredicate) searchPred;
+        btreeRangePredicate.setHighKey(null);
+        btreeRangePredicate.setLowKey(null);
+
+        open = true;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        // do nothing
+        return null;
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+
+        try {
+            if (rtreeCursors != null && btreeCursors != null) {
+                for (int i = 0; i < numberOfTrees; i++) {
+                    rtreeCursors[i].close();
+                    btreeCursors[i].close();
+                }
+            }
+            rtreeCursors = null;
+            btreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+
+        foundNext = false;
+        open = false;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java
new file mode 100644
index 0000000..5453361
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeCursorInitialState.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMRTreeCursorInitialState implements ICursorInitialState {
+
+    private final ITreeIndexFrameFactory rtreeInteriorFrameFactory;
+    private final ITreeIndexFrameFactory rtreeLeafFrameFactory;
+    private final ITreeIndexFrameFactory btreeLeafFrameFactory;
+    private final MultiComparator btreeCmp;
+    private final MultiComparator hilbertCmp;
+    private final ILSMHarness lsmHarness;
+    private final int[] comparatorFields;
+    private ISearchOperationCallback searchCallback;
+    private List<ILSMComponent> operationalComponents;
+
+    public LSMRTreeCursorInitialState(ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            MultiComparator btreeCmp, ILSMHarness lsmHarness, int[] comparatorFields,
+            IBinaryComparatorFactory[] linearizerArray, ISearchOperationCallback searchCallback,
+            List<ILSMComponent> operationalComponents) {
+        this.rtreeLeafFrameFactory = rtreeLeafFrameFactory;
+        this.rtreeInteriorFrameFactory = rtreeInteriorFrameFactory;
+        this.btreeLeafFrameFactory = btreeLeafFrameFactory;
+        this.btreeCmp = btreeCmp;
+        this.lsmHarness = lsmHarness;
+        this.comparatorFields = comparatorFields;
+        this.hilbertCmp = MultiComparator.create(linearizerArray);
+        this.searchCallback = searchCallback;
+        this.operationalComponents = operationalComponents;
+    }
+
+    public MultiComparator getHilbertCmp() {
+        return hilbertCmp;
+    }
+
+    public int[] getComparatorFields() {
+        return comparatorFields;
+    }
+
+    public ITreeIndexFrameFactory getRTreeInteriorFrameFactory() {
+        return rtreeInteriorFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getRTreeLeafFrameFactory() {
+        return rtreeLeafFrameFactory;
+    }
+
+    public ITreeIndexFrameFactory getBTreeLeafFrameFactory() {
+        return btreeLeafFrameFactory;
+    }
+
+    public MultiComparator getBTreeCmp() {
+        return btreeCmp;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<ILSMComponent> getOperationalComponents() {
+        return operationalComponents;
+    }
+
+    public ILSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return null;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+    }
+
+    public void setOperationalComponents(List<ILSMComponent> operationalComponents) {
+        this.operationalComponents = operationalComponents;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDeletedKeysBTreeMergeCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDeletedKeysBTreeMergeCursor.java
new file mode 100644
index 0000000..22a1054
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDeletedKeysBTreeMergeCursor.java
@@ -0,0 +1,73 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+
+public class LSMRTreeDeletedKeysBTreeMergeCursor extends LSMIndexSearchCursor {
+
+    public LSMRTreeDeletedKeysBTreeMergeCursor(ILSMIndexOperationContext opCtx) {
+        super(opCtx, true);
+    }
+
+    @Override
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        return false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException,
+            IndexException {
+        LSMRTreeCursorInitialState lsmInitialState = (LSMRTreeCursorInitialState) initialState;
+        cmp = lsmInitialState.getBTreeCmp();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        // We intentionally set the lsmHarness to null so that we don't call lsmHarness.endSearch() because we already do that when we merge r-trees.
+        lsmHarness = null;
+        int numBTrees = operationalComponents.size();
+        rangeCursors = new IIndexCursor[numBTrees];
+
+        RangePredicate btreePredicate = new RangePredicate(null, null, true, true, cmp, cmp);
+        IIndexAccessor[] btreeAccessors = new ITreeIndexAccessor[numBTrees];
+        for (int i = 0; i < numBTrees; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory().createFrame();
+            rangeCursors[i] = new BTreeRangeSearchCursor(leafFrame, false);
+            BTree btree = (BTree) ((LSMRTreeDiskComponent) component).getBTree();
+            btreeAccessors[i] = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            btreeAccessors[i].search(rangeCursors[i], btreePredicate);
+        }
+        setPriorityQueueComparator();
+        initPriorityQueue();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponent.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponent.java
new file mode 100644
index 0000000..4e6952b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponent.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractDiskLSMComponent;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+
+public class LSMRTreeDiskComponent extends AbstractDiskLSMComponent {
+    private final RTree rtree;
+    private final BTree btree;
+    private final BloomFilter bloomFilter;
+
+    public LSMRTreeDiskComponent(RTree rtree, BTree btree, BloomFilter bloomFilter, ILSMComponentFilter filter) {
+        super(filter);
+        this.rtree = rtree;
+        this.btree = btree;
+        this.bloomFilter = bloomFilter;
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        rtree.deactivate();
+        rtree.destroy();
+        if (btree != null) {
+            btree.deactivate();
+            btree.destroy();
+            bloomFilter.deactivate();
+            bloomFilter.destroy();
+        }
+    }
+
+    public RTree getRTree() {
+        return rtree;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public BloomFilter getBloomFilter() {
+        return bloomFilter;
+    }
+
+    @Override
+    public long getComponentSize() {
+        long size = rtree.getFileReference().getFile().length();
+        if (btree != null) {
+            size += btree.getFileReference().getFile().length();
+            size += bloomFilter.getFileReference().getFile().length();
+        }
+        return size;
+    }
+
+    @Override
+    public int getFileReferenceCount() {
+        return rtree.getBufferCache().getFileReferenceCount(rtree.getFileId());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponentFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponentFactory.java
new file mode 100644
index 0000000..a102ce5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeDiskComponentFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMRTreeDiskComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<RTree> rtreeFactory;
+    private final TreeIndexFactory<BTree> btreeFactory;
+    private final BloomFilterFactory bloomFilterFactory;
+    private final ILSMComponentFilterFactory filterFactory;
+
+    public LSMRTreeDiskComponentFactory(TreeIndexFactory<RTree> rtreeFactory, TreeIndexFactory<BTree> btreeFactory,
+            BloomFilterFactory bloomFilterFactory, ILSMComponentFilterFactory filterFactory) {
+        this.rtreeFactory = rtreeFactory;
+        this.btreeFactory = btreeFactory;
+        this.bloomFilterFactory = bloomFilterFactory;
+        this.filterFactory = filterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException,
+            HyracksDataException {
+        return new LSMRTreeDiskComponent(rtreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()),
+                btreeFactory.createIndexInstance(cfr.getDeleteIndexFileReference()),
+                bloomFilterFactory.createBloomFiltertInstance(cfr.getBloomFilterFileReference()),
+                filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return rtreeFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
new file mode 100644
index 0000000..4f50980
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
@@ -0,0 +1,255 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Paths;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeFileManager extends AbstractLSMIndexFileManager {
+    public static final String RTREE_STRING = "r";
+    public static final String BTREE_STRING = "b";
+
+    private final TreeIndexFactory<? extends ITreeIndex> rtreeFactory;
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
+
+    private static FilenameFilter btreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(BTREE_STRING);
+        }
+    };
+
+    private static FilenameFilter rtreeFilter = new FilenameFilter() {
+        @Override
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(RTREE_STRING);
+        }
+    };
+
+    public LSMRTreeFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> rtreeFactory, TreeIndexFactory<? extends ITreeIndex> btreeFactory) {
+        super(fileMapProvider, file, null);
+        this.rtreeFactory = rtreeFactory;
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelFlushFileReference() {
+        String ts = getCurrentTimestamp();
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        // Begin timestamp and end timestamp are identical since it is a flush
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + RTREE_STRING),
+                createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), createFlushFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getRelMergeFileReference(String firstFileName, String lastFileName)
+            throws HyracksDataException {
+        String[] firstTimestampRange = firstFileName.split(SPLIT_STRING);
+        String[] lastTimestampRange = lastFileName.split(SPLIT_STRING);
+
+        String baseName = baseDir + firstTimestampRange[0] + SPLIT_STRING + lastTimestampRange[1];
+        // Get the range of timestamps by taking the earliest and the latest
+        // timestamps
+        return new LSMComponentFileReferences(createMergeFile(baseName + SPLIT_STRING + RTREE_STRING),
+                createMergeFile(baseName + SPLIT_STRING + BTREE_STRING), createMergeFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public List<LSMComponentFileReferences> cleanupAndGetValidFiles() throws HyracksDataException, IndexException {
+        List<LSMComponentFileReferences> validFiles = new ArrayList<LSMComponentFileReferences>();
+        ArrayList<ComparableFileName> allRTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allBloomFilterFiles = new ArrayList<ComparableFileName>();
+
+        // Create a transaction filter <- to hide transaction components->
+        FilenameFilter transactionFilter = getTransactionFileFilter(false);
+
+        // Gather files.
+        cleanupAndGetValidFilesInternal(getCompoundFilter(transactionFilter, btreeFilter), btreeFactory, allBTreeFiles);
+        HashSet<String> btreeFilesSet = new HashSet<String>();
+        for (ComparableFileName cmpFileName : allBTreeFiles) {
+            int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+            btreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+        }
+        validateFiles(btreeFilesSet, allRTreeFiles, getCompoundFilter(transactionFilter, rtreeFilter), rtreeFactory);
+        validateFiles(btreeFilesSet, allBloomFilterFiles, getCompoundFilter(transactionFilter, bloomFilterFilter), null);
+
+        // Sanity check.
+        if (allRTreeFiles.size() != allBTreeFiles.size() || allBTreeFiles.size() != allBloomFilterFiles.size()) {
+            throw new HyracksDataException(
+                    "Unequal number of valid RTree, BTree, and Bloom Filter files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allRTreeFiles.isEmpty() || allBTreeFiles.isEmpty() || allBloomFilterFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allRTreeFiles.size() == 1 && allBTreeFiles.size() == 1 && allBloomFilterFiles.size() == 1) {
+            validFiles.add(new LSMComponentFileReferences(allRTreeFiles.get(0).fileRef, allBTreeFiles.get(0).fileRef,
+                    allBloomFilterFiles.get(0).fileRef));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allRTreeFiles);
+        Collections.sort(allBTreeFiles);
+        Collections.sort(allBloomFilterFiles);
+
+        List<ComparableFileName> validComparableRTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastRTree = allRTreeFiles.get(0);
+        validComparableRTreeFiles.add(lastRTree);
+
+        List<ComparableFileName> validComparableBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBTree = allBTreeFiles.get(0);
+        validComparableBTreeFiles.add(lastBTree);
+
+        List<ComparableFileName> validComparableBloomFilterFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastBloomFilter = allBloomFilterFiles.get(0);
+        validComparableBloomFilterFiles.add(lastBloomFilter);
+
+        for (int i = 1; i < allRTreeFiles.size(); i++) {
+            ComparableFileName currentRTree = allRTreeFiles.get(i);
+            ComparableFileName currentBTree = allBTreeFiles.get(i);
+            ComparableFileName currentBloomFilter = allBloomFilterFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentRTree.interval[0].compareTo(lastRTree.interval[1]) > 0
+                    && currentBTree.interval[0].compareTo(lastBTree.interval[1]) > 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[1]) > 0) {
+                validComparableRTreeFiles.add(currentRTree);
+                validComparableBTreeFiles.add(currentBTree);
+                validComparableBloomFilterFiles.add(currentBloomFilter);
+                lastRTree = currentRTree;
+                lastBTree = currentBTree;
+                lastBloomFilter = currentBloomFilter;
+            } else if (currentRTree.interval[0].compareTo(lastRTree.interval[0]) >= 0
+                    && currentRTree.interval[1].compareTo(lastRTree.interval[1]) <= 0
+                    && currentBTree.interval[0].compareTo(lastBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastBTree.interval[1]) <= 0
+                    && currentBloomFilter.interval[0].compareTo(lastBloomFilter.interval[0]) >= 0
+                    && currentBloomFilter.interval[1].compareTo(lastBloomFilter.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidRTreeFile = new File(currentRTree.fullPath);
+                invalidRTreeFile.delete();
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+                File invalidBloomFilterFile = new File(currentBloomFilter.fullPath);
+                invalidBloomFilterFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableRTreeFiles, recencyCmp);
+        Collections.sort(validComparableBTreeFiles, recencyCmp);
+        Collections.sort(validComparableBloomFilterFiles, recencyCmp);
+
+        Iterator<ComparableFileName> rtreeFileIter = validComparableRTreeFiles.iterator();
+        Iterator<ComparableFileName> btreeFileIter = validComparableBTreeFiles.iterator();
+        Iterator<ComparableFileName> bloomFilterFileIter = validComparableBloomFilterFiles.iterator();
+        while (rtreeFileIter.hasNext() && btreeFileIter.hasNext()) {
+            ComparableFileName cmpRTreeFileName = rtreeFileIter.next();
+            ComparableFileName cmpBTreeFileName = btreeFileIter.next();
+            ComparableFileName cmpBloomFilterFileName = bloomFilterFileIter.next();
+            validFiles.add(new LSMComponentFileReferences(cmpRTreeFileName.fileRef, cmpBTreeFileName.fileRef,
+                    cmpBloomFilterFileName.fileRef));
+        }
+        return validFiles;
+    }
+
+    @Override
+    public LSMComponentFileReferences getNewTransactionFileReference() throws IOException {
+        String ts = getCurrentTimestamp();
+        // Create transaction lock file
+        Files.createFile(Paths.get(baseDir + TRANSACTION_PREFIX + ts));
+
+        String baseName = baseDir + ts + SPLIT_STRING + ts;
+        return new LSMComponentFileReferences(createFlushFile(baseName + SPLIT_STRING + RTREE_STRING),
+                createFlushFile(baseName + SPLIT_STRING + BTREE_STRING), createFlushFile(baseName + SPLIT_STRING
+                        + BLOOM_FILTER_STRING));
+    }
+
+    @Override
+    public LSMComponentFileReferences getTransactionFileReferenceForCommit() throws HyracksDataException {
+        FilenameFilter transactionFilter;
+        File dir = new File(baseDir);
+        String[] files = dir.list(transactionFileNameFilter);
+        if (files.length == 0) {
+            return null;
+        }
+        if (files.length != 1) {
+            throw new HyracksDataException("More than one transaction lock found:" + files.length);
+        } else {
+            transactionFilter = getTransactionFileFilter(true);
+            String txnFileName = dir.getPath() + File.separator + files[0];
+            // get the actual transaction files
+            files = dir.list(transactionFilter);
+            if (files.length < 3) {
+                throw new HyracksDataException("LSM Rtree transaction has less than 3 files :" + files.length);
+            }
+            try {
+                Files.delete(Paths.get(txnFileName));
+            } catch (IOException e) {
+                throw new HyracksDataException("Failed to delete transaction lock :" + txnFileName);
+            }
+        }
+        File rTreeFile = null;
+        File bTreeFile = null;
+        File bloomFilterFile = null;
+        for (String fileName : files) {
+            if (fileName.endsWith(BTREE_STRING)) {
+                bTreeFile = new File(dir.getPath() + File.separator + fileName);
+            } else if (fileName.endsWith(RTREE_STRING)) {
+                rTreeFile = new File(dir.getPath() + File.separator + fileName);
+            } else if (fileName.endsWith(BLOOM_FILTER_STRING)) {
+                bloomFilterFile = new File(dir.getPath() + File.separator + fileName);
+            } else {
+                throw new HyracksDataException("unrecognized file found = " + fileName);
+            }
+        }
+        FileReference rTreeFileRef = new FileReference(rTreeFile);
+        FileReference bTreeFileRef = new FileReference(bTreeFile);
+        FileReference bloomFilterFileRef = new FileReference(bloomFilterFile);
+        return new LSMComponentFileReferences(rTreeFileRef, bTreeFileRef, bloomFilterFileRef);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java
new file mode 100644
index 0000000..31455ae
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFlushOperation.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMRTreeFlushOperation implements ILSMIOOperation, Comparable<LSMRTreeFlushOperation> {
+
+    private final ILSMIndexAccessorInternal accessor;
+    private final ILSMComponent flushingComponent;
+    private final FileReference rtreeFlushTarget;
+    private final FileReference btreeFlushTarget;
+    private final FileReference bloomFilterFlushTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+
+    public LSMRTreeFlushOperation(ILSMIndexAccessorInternal accessor, ILSMComponent flushingComponent,
+            FileReference rtreeFlushTarget, FileReference btreeFlushTarget, FileReference bloomFilterFlushTarget,
+            ILSMIOOperationCallback callback, String indexIdentifier) {
+        this.accessor = accessor;
+        this.flushingComponent = flushingComponent;
+        this.rtreeFlushTarget = rtreeFlushTarget;
+        this.btreeFlushTarget = btreeFlushTarget;
+        this.bloomFilterFlushTarget = bloomFilterFlushTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        return Collections.emptySet();
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(rtreeFlushTarget.getDeviceHandle());
+        if (btreeFlushTarget != null) {
+            devs.add(btreeFlushTarget.getDeviceHandle());
+            devs.add(bloomFilterFlushTarget.getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.flush(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getRTreeFlushTarget() {
+        return rtreeFlushTarget;
+    }
+
+    public FileReference getBTreeFlushTarget() {
+        return btreeFlushTarget;
+    }
+
+    public FileReference getBloomFilterFlushTarget() {
+        return bloomFilterFlushTarget;
+    }
+
+    public ILSMComponent getFlushingComponent() {
+        return flushingComponent;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.FLUSH;
+    }
+
+    @Override
+    public int compareTo(LSMRTreeFlushOperation o) {
+        return rtreeFlushTarget.getFile().getName().compareTo(o.getRTreeFlushTarget().getFile().getName());
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMemoryComponent.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMemoryComponent.java
new file mode 100644
index 0000000..339059f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMemoryComponent.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilter;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractMemoryLSMComponent;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+
+public class LSMRTreeMemoryComponent extends AbstractMemoryLSMComponent {
+
+    private final RTree rtree;
+    private final BTree btree;
+
+    public LSMRTreeMemoryComponent(RTree rtree, BTree btree, IVirtualBufferCache vbc, boolean isActive,
+            ILSMComponentFilter filter) {
+        super(vbc, isActive, filter);
+        this.rtree = rtree;
+        this.btree = btree;
+    }
+
+    public RTree getRTree() {
+        return rtree;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    protected void reset() throws HyracksDataException {
+        super.reset();
+        rtree.deactivate();
+        rtree.destroy();
+        rtree.create();
+        rtree.activate();
+        if (btree != null) {
+            btree.deactivate();
+            btree.destroy();
+            btree.create();
+            btree.activate();
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java
new file mode 100644
index 0000000..12b47b4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeMergeOperation.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+
+public class LSMRTreeMergeOperation implements ILSMIOOperation {
+    private final ILSMIndexAccessorInternal accessor;
+    private final List<ILSMComponent> mergingComponents;
+    private final ITreeIndexCursor cursor;
+    private final FileReference rtreeMergeTarget;
+    private final FileReference btreeMergeTarget;
+    private final FileReference bloomFilterMergeTarget;
+    private final ILSMIOOperationCallback callback;
+    private final String indexIdentifier;
+    private boolean keepDeletedTuples;
+
+    public LSMRTreeMergeOperation(ILSMIndexAccessorInternal accessor, List<ILSMComponent> mergingComponents,
+            ITreeIndexCursor cursor, FileReference rtreeMergeTarget, FileReference btreeMergeTarget,
+            FileReference bloomFilterMergeTarget, ILSMIOOperationCallback callback, String indexIdentifier) {
+        this.accessor = accessor;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.rtreeMergeTarget = rtreeMergeTarget;
+        this.btreeMergeTarget = btreeMergeTarget;
+        this.bloomFilterMergeTarget = bloomFilterMergeTarget;
+        this.callback = callback;
+        this.indexIdentifier = indexIdentifier;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getReadDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        for (ILSMComponent o : mergingComponents) {
+            LSMRTreeDiskComponent component = (LSMRTreeDiskComponent) o;
+            devs.add(component.getRTree().getFileReference().getDeviceHandle());
+            if (component.getBTree() != null) {
+                devs.add(component.getBTree().getFileReference().getDeviceHandle());
+                devs.add(component.getBloomFilter().getFileReference().getDeviceHandle());
+            }
+        }
+        return devs;
+    }
+
+    @Override
+    public Set<IODeviceHandle> getWriteDevices() {
+        Set<IODeviceHandle> devs = new HashSet<IODeviceHandle>();
+        devs.add(rtreeMergeTarget.getDeviceHandle());
+        if (btreeMergeTarget != null) {
+            devs.add(btreeMergeTarget.getDeviceHandle());
+            devs.add(bloomFilterMergeTarget.getDeviceHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public Boolean call() throws HyracksDataException, IndexException {
+        accessor.merge(this);
+        return true;
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getRTreeMergeTarget() {
+        return rtreeMergeTarget;
+    }
+
+    public FileReference getBTreeMergeTarget() {
+        return btreeMergeTarget;
+    }
+
+    public FileReference getBloomFilterMergeTarget() {
+        return bloomFilterMergeTarget;
+    }
+
+    public ITreeIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<ILSMComponent> getMergingComponents() {
+        return mergingComponents;
+    }
+
+    @Override
+    public String getIndexUniqueIdentifier() {
+        return indexIdentifier;
+    }
+
+    @Override
+    public LSMIOOpertionType getIOOpertionType() {
+        return LSMIOOpertionType.MERGE;
+    }
+
+    public boolean isKeepDeletedTuples() {
+        return keepDeletedTuples;
+    }
+
+    public void setKeepDeletedTuples(boolean keepDeletedTuples) {
+        this.keepDeletedTuples = keepDeletedTuples;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java
new file mode 100644
index 0000000..686cd2b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeOpContext.java
@@ -0,0 +1,181 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.LinkedList;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeOpContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeOpContext;
+
+public final class LSMRTreeOpContext implements ILSMIndexOperationContext {
+
+    public RTree.RTreeAccessor[] mutableRTreeAccessors;
+    public RTree.RTreeAccessor currentMutableRTreeAccessor;
+    public BTree.BTreeAccessor[] mutableBTreeAccessors;
+    public BTree.BTreeAccessor currentMutableBTreeAccessor;
+
+    public RTreeOpContext[] rtreeOpContexts;
+    public BTreeOpContext[] btreeOpContexts;
+    public RTreeOpContext currentRTreeOpContext;
+    public BTreeOpContext currentBTreeOpContext;
+
+    private IndexOperation op;
+    public final List<ILSMComponent> componentHolder;
+    private final List<ILSMComponent> componentsToBeMerged;
+    private final List<ILSMComponent> componentsToBeReplicated;
+    private IModificationOperationCallback modificationCallback;
+    private ISearchOperationCallback searchCallback;
+    public final PermutingTupleReference indexTuple;
+    public final MultiComparator filterCmp;
+    public final PermutingTupleReference filterTuple;
+    public ISearchPredicate searchPredicate;
+    public LSMRTreeCursorInitialState searchInitialState;
+
+    public LSMRTreeOpContext(List<ILSMComponent> mutableComponents, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback, int[] rtreeFields, int[] filterFields, ILSMHarness lsmHarness,
+            int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray) {
+        mutableRTreeAccessors = new RTree.RTreeAccessor[mutableComponents.size()];
+        mutableBTreeAccessors = new BTree.BTreeAccessor[mutableComponents.size()];
+        rtreeOpContexts = new RTreeOpContext[mutableComponents.size()];
+        btreeOpContexts = new BTreeOpContext[mutableComponents.size()];
+
+        LSMRTreeMemoryComponent c = (LSMRTreeMemoryComponent) mutableComponents.get(0);
+
+        for (int i = 0; i < mutableComponents.size(); i++) {
+            LSMRTreeMemoryComponent mutableComponent = (LSMRTreeMemoryComponent) mutableComponents.get(i);
+            mutableRTreeAccessors[i] = (RTree.RTreeAccessor) mutableComponent.getRTree()
+                    .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            mutableBTreeAccessors[i] = (BTree.BTreeAccessor) mutableComponent.getBTree()
+                    .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+            rtreeOpContexts[i] = mutableRTreeAccessors[i].getOpContext();
+            btreeOpContexts[i] = mutableBTreeAccessors[i].getOpContext();
+        }
+
+        assert mutableComponents.size() > 0;
+        currentRTreeOpContext = rtreeOpContexts[0];
+        currentBTreeOpContext = btreeOpContexts[0];
+        this.componentHolder = new LinkedList<ILSMComponent>();
+        this.componentsToBeMerged = new LinkedList<ILSMComponent>();
+        this.componentsToBeReplicated = new LinkedList<ILSMComponent>();
+        this.modificationCallback = modificationCallback;
+        this.searchCallback = searchCallback;
+
+        if (filterFields != null) {
+            indexTuple = new PermutingTupleReference(rtreeFields);
+            filterCmp = MultiComparator.create(c.getLSMComponentFilter().getFilterCmpFactories());
+            filterTuple = new PermutingTupleReference(filterFields);
+        } else {
+            indexTuple = null;
+            filterCmp = null;
+            filterTuple = null;
+        }
+        searchInitialState = new LSMRTreeCursorInitialState(rtreeLeafFrameFactory, rtreeInteriorFrameFactory,
+                btreeLeafFrameFactory, getBTreeMultiComparator(), lsmHarness, comparatorFields, linearizerArray,
+                searchCallback, componentHolder);
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        reset();
+        this.op = newOp;
+    }
+
+    @Override
+    public void setCurrentMutableComponentId(int currentMutableComponentId) {
+        currentMutableRTreeAccessor = mutableRTreeAccessors[currentMutableComponentId];
+        currentMutableBTreeAccessor = mutableBTreeAccessors[currentMutableComponentId];
+        currentRTreeOpContext = rtreeOpContexts[currentMutableComponentId];
+        currentBTreeOpContext = btreeOpContexts[currentMutableComponentId];
+        if (op == IndexOperation.INSERT) {
+            currentRTreeOpContext.setOperation(op);
+        } else if (op == IndexOperation.DELETE) {
+            currentBTreeOpContext.setOperation(IndexOperation.INSERT);
+        }
+    }
+
+    @Override
+    public void reset() {
+        componentHolder.clear();
+        componentsToBeMerged.clear();
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public MultiComparator getBTreeMultiComparator() {
+        return currentBTreeOpContext.cmp;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentHolder() {
+        return componentHolder;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public IModificationOperationCallback getModificationCallback() {
+        return modificationCallback;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeMerged() {
+        return componentsToBeMerged;
+    }
+
+    @Override
+    public void setSearchPredicate(ISearchPredicate searchPredicate) {
+        this.searchPredicate = searchPredicate;
+    }
+
+    @Override
+    public ISearchPredicate getSearchPredicate() {
+        return searchPredicate;
+    }
+
+    @Override
+    public List<ILSMComponent> getComponentsToBeReplicated() {
+        return componentsToBeReplicated;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java
new file mode 100644
index 0000000..a11f742
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSearchCursor.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMRTreeSearchCursor extends LSMRTreeAbstractCursor {
+
+    private int currentCursor;
+    private PermutingTupleReference btreeTuple;
+
+    public LSMRTreeSearchCursor(ILSMIndexOperationContext opCtx, int[] buddyBTreeFields) {
+        super(opCtx);
+        currentCursor = 0;
+        this.btreeTuple = new PermutingTupleReference(buddyBTreeFields);
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        super.close();
+        currentCursor = 0;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+
+        currentCursor = 0;
+        foundNext = false;
+        try {
+            for (int i = 0; i < numberOfTrees; i++) {
+                rtreeCursors[i].close();
+                btreeCursors[i].close();
+            }
+            rtreeCursors = null;
+            btreeCursors = null;
+        } finally {
+            lsmHarness.endSearch(opCtx);
+        }
+    }
+
+    private void searchNextCursor() throws HyracksDataException {
+        if (currentCursor < numberOfTrees) {
+            rtreeCursors[currentCursor].reset();
+            try {
+                rtreeAccessors[currentCursor].search(rtreeCursors[currentCursor], rtreeSearchPredicate);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (foundNext) {
+            return true;
+        }
+        while (currentCursor < numberOfTrees) {
+            while (rtreeCursors[currentCursor].hasNext()) {
+                rtreeCursors[currentCursor].next();
+                ITupleReference currentTuple = rtreeCursors[currentCursor].getTuple();
+                btreeTuple.reset(rtreeCursors[currentCursor].getTuple());
+                boolean killerTupleFound = false;
+                for (int i = 0; i < currentCursor; i++) {
+                    btreeCursors[i].reset();
+                    btreeRangePredicate.setHighKey(btreeTuple, true);
+                    btreeRangePredicate.setLowKey(btreeTuple, true);
+                    btreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+                    try {
+                        if (btreeCursors[i].hasNext()) {
+                            killerTupleFound = true;
+                            break;
+                        }
+                    } finally {
+                        btreeCursors[i].close();
+                    }
+                }
+                if (!killerTupleFound) {
+                    frameTuple = currentTuple;
+                    foundNext = true;
+                    return true;
+                }
+            }
+            rtreeCursors[currentCursor].close();
+            currentCursor++;
+            searchNextCursor();
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        super.open(initialState, searchPred);
+        searchNextCursor();
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java
new file mode 100644
index 0000000..d9da016
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeSortedCursor.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+
+public class LSMRTreeSortedCursor extends LSMRTreeAbstractCursor {
+
+    // TODO: This class can be removed and instead use a search cursor that uses a logic similar
+    // to the one in LSMRTreeWithAntiMatterTuplesSearchCursor
+    private ILinearizeComparator linearizeCmp;
+    private boolean[] depletedRtreeCursors;
+    private int foundIn = -1;
+    private PermutingTupleReference btreeTuple;
+
+    public LSMRTreeSortedCursor(ILSMIndexOperationContext opCtx, ILinearizeComparatorFactory linearizer, int[] buddyBTreeFields)
+            throws HyracksDataException {
+        super(opCtx);
+        this.linearizeCmp = linearizer.createBinaryComparator();
+        this.btreeTuple = new PermutingTupleReference(buddyBTreeFields);
+        reset();
+    }
+
+    public ILSMIndexOperationContext getOpCtx() {
+        return opCtx;
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        depletedRtreeCursors = new boolean[numberOfTrees];
+        foundNext = false;
+        try {
+            for (int i = 0; i < numberOfTrees; i++) {
+                rtreeCursors[i].reset();
+                try {
+                    rtreeAccessors[i].search(rtreeCursors[i], rtreeSearchPredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                if (rtreeCursors[i].hasNext()) {
+                    rtreeCursors[i].next();
+                } else {
+                    depletedRtreeCursors[i] = true;
+                }
+            }
+        } finally {
+            if (open) {
+                lsmHarness.endSearch(opCtx);
+            }
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        while (!foundNext) {
+            frameTuple = null;
+
+            if (foundIn != -1) {
+                if (rtreeCursors[foundIn].hasNext()) {
+                    rtreeCursors[foundIn].next();
+                } else {
+                    depletedRtreeCursors[foundIn] = true;
+                }
+            }
+
+            foundIn = -1;
+            for (int i = 0; i < numberOfTrees; i++) {
+                if (depletedRtreeCursors[i])
+                    continue;
+
+                if (frameTuple == null) {
+                    frameTuple = rtreeCursors[i].getTuple();
+                    foundIn = i;
+                    continue;
+                }
+
+                if (linearizeCmp.compare(frameTuple.getFieldData(0), frameTuple.getFieldStart(0),
+                        frameTuple.getFieldLength(0) * linearizeCmp.getDimensions(), rtreeCursors[i].getTuple()
+                                .getFieldData(0), rtreeCursors[i].getTuple().getFieldStart(0), rtreeCursors[i]
+                                .getTuple().getFieldLength(0) * linearizeCmp.getDimensions()) > 0) {
+                    frameTuple = rtreeCursors[i].getTuple();
+                    foundIn = i;
+                }
+            }
+
+            if (foundIn == -1)
+                return false;
+
+            boolean killed = false;
+            btreeTuple.reset(frameTuple);
+            for (int i = 0; i < foundIn; i++) {
+                try {
+                    btreeCursors[i].reset();
+                    btreeRangePredicate.setHighKey(btreeTuple, true);
+                    btreeRangePredicate.setLowKey(btreeTuple, true);
+                    btreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+                } catch (IndexException e) {
+                    throw new HyracksDataException(e);
+                }
+                try {
+                    if (btreeCursors[i].hasNext()) {
+                        killed = true;
+                        break;
+                    }
+                } finally {
+                    btreeCursors[i].close();
+                }
+            }
+            if (!killed) {
+                foundNext = true;
+            }
+        }
+
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        super.open(initialState, searchPred);
+
+        depletedRtreeCursors = new boolean[numberOfTrees];
+        foundNext = false;
+        for (int i = 0; i < numberOfTrees; i++) {
+            rtreeCursors[i].reset();
+            try {
+                rtreeAccessors[i].search(rtreeCursors[i], rtreeSearchPredicate);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            if (rtreeCursors[i].hasNext()) {
+                rtreeCursors[i].next();
+            } else {
+                depletedRtreeCursors[i] = true;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
new file mode 100644
index 0000000..daebb5f
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
@@ -0,0 +1,478 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMHarness;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessorInternal;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuples extends AbstractLSMRTree {
+    // On-disk components.
+    // For creating RTree's used in bulk load. Different from diskRTreeFactory
+    // because it should have a different tuple writer in it's leaf frames.
+    private final ILSMComponentFactory bulkLoaComponentFactory;
+
+    public LSMRTreeWithAntiMatterTuples(List<IVirtualBufferCache> virtualBufferCaches,
+            ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
+            ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<RTree> diskRTreeFactory,
+            TreeIndexFactory<RTree> bulkLoadRTreeFactory, ILSMComponentFilterFactory filterFactory,
+            ILSMComponentFilterFrameFactory filterFrameFactory, LSMComponentFilterManager filterManager,
+            IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
+            int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            int[] rtreeFields, int[] filterFields, boolean durable) {
+        super(virtualBufferCaches, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory,
+                btreeLeafFrameFactory, fileManager, new LSMRTreeWithAntiMatterTuplesDiskComponentFactory(
+                        diskRTreeFactory, filterFactory), diskFileMapProvider, fieldCount, rtreeCmpFactories,
+                btreeCmpFactories, linearizer, comparatorFields, linearizerArray, 0, mergePolicy, opTracker,
+                ioScheduler, ioOpCallback, filterFactory, filterFrameFactory, filterManager, rtreeFields, filterFields,
+                durable);
+        bulkLoaComponentFactory = new LSMRTreeWithAntiMatterTuplesDiskComponentFactory(bulkLoadRTreeFactory,
+                filterFactory);
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        super.activate();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        immutableComponents.clear();
+        List<LSMComponentFileReferences> validFileReferences;
+        try {
+            validFileReferences = fileManager.cleanupAndGetValidFiles();
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        for (LSMComponentFileReferences lsmComonentFileReference : validFileReferences) {
+            LSMRTreeDiskComponent component;
+            try {
+                component = createDiskComponent(componentFactory,
+                        lsmComonentFileReference.getInsertIndexFileReference(), null, null, false);
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            immutableComponents.add(component);
+        }
+        isActivated = true;
+    }
+
+    @Override
+    public synchronized void deactivate(boolean flushOnExit) throws HyracksDataException {
+        super.deactivate(flushOnExit);
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = ((LSMRTreeDiskComponent) c).getRTree();
+            rtree.deactivateCloseHandle();
+        }
+        isActivated = false;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        deactivate(true);
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        super.destroy();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = ((LSMRTreeDiskComponent) c).getRTree();
+            rtree.destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        super.clear();
+        List<ILSMComponent> immutableComponents = diskComponents;
+        for (ILSMComponent c : immutableComponents) {
+            RTree rtree = ((LSMRTreeDiskComponent) c).getRTree();
+            rtree.deactivate();
+            rtree.destroy();
+        }
+        immutableComponents.clear();
+    }
+
+    @Override
+    public void scheduleFlush(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException {
+        ILSMComponent flushingComponent = ctx.getComponentHolder().get(0);
+        LSMRTreeOpContext opCtx = createOpContext(NoOpOperationCallback.INSTANCE);
+        LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+        opCtx.setOperation(IndexOperation.FLUSH);
+        opCtx.getComponentHolder().add(flushingComponent);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, opCtx);
+        ioScheduler.scheduleOperation(new LSMRTreeFlushOperation(accessor, flushingComponent, relFlushFileRefs
+                .getInsertIndexFileReference(), null, null, callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeFlushOperation flushOp = (LSMRTreeFlushOperation) operation;
+        // Renaming order is critical because we use assume ordering when we
+        // read the file names when we open the tree.
+        // The RTree should be renamed before the BTree.
+        LSMRTreeMemoryComponent flushingComponent = (LSMRTreeMemoryComponent) flushOp.getFlushingComponent();
+        ITreeIndexAccessor memRTreeAccessor = flushingComponent.getRTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        RTreeSearchCursor rtreeScanCursor = (RTreeSearchCursor) memRTreeAccessor.createSearchCursor(false);
+        SearchPredicate rtreeNullPredicate = new SearchPredicate(null, null);
+        memRTreeAccessor.search(rtreeScanCursor, rtreeNullPredicate);
+        LSMRTreeDiskComponent component = createDiskComponent(componentFactory, flushOp.getRTreeFlushTarget(), null,
+                null, true);
+        RTree diskRTree = component.getRTree();
+
+        // scan the memory BTree
+        ITreeIndexAccessor memBTreeAccessor = flushingComponent.getBTree().createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        BTreeRangeSearchCursor btreeScanCursor = (BTreeRangeSearchCursor) memBTreeAccessor.createSearchCursor(false);
+        RangePredicate btreeNullPredicate = new RangePredicate(null, null, true, true, null, null);
+        memBTreeAccessor.search(btreeScanCursor, btreeNullPredicate);
+
+        // Since the LSM-RTree is used as a secondary assumption, the
+        // primary key will be the last comparator in the BTree comparators
+        TreeTupleSorter rTreeTupleSorter = new TreeTupleSorter(flushingComponent.getRTree().getFileId(),
+                linearizerArray, rtreeLeafFrameFactory.createFrame(), rtreeLeafFrameFactory.createFrame(),
+                flushingComponent.getRTree().getBufferCache(), comparatorFields);
+
+        TreeTupleSorter bTreeTupleSorter = new TreeTupleSorter(flushingComponent.getBTree().getFileId(),
+                linearizerArray, btreeLeafFrameFactory.createFrame(), btreeLeafFrameFactory.createFrame(),
+                flushingComponent.getBTree().getBufferCache(), comparatorFields);
+        // BulkLoad the tuples from the in-memory tree into the new disk
+        // RTree.
+
+        boolean isEmpty = true;
+        try {
+            while (rtreeScanCursor.hasNext()) {
+                isEmpty = false;
+                rtreeScanCursor.next();
+                rTreeTupleSorter.insertTupleEntry(rtreeScanCursor.getPageId(), rtreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            rtreeScanCursor.close();
+        }
+        if (!isEmpty) {
+            rTreeTupleSorter.sort();
+        }
+
+        isEmpty = true;
+        try {
+            while (btreeScanCursor.hasNext()) {
+                isEmpty = false;
+                btreeScanCursor.next();
+                bTreeTupleSorter.insertTupleEntry(btreeScanCursor.getPageId(), btreeScanCursor.getTupleOffset());
+            }
+        } finally {
+            btreeScanCursor.close();
+        }
+        if (!isEmpty) {
+            bTreeTupleSorter.sort();
+        }
+
+        IIndexBulkLoader rTreeBulkloader = diskRTree.createBulkLoader(1.0f, false, 0L, false, true);
+        LSMRTreeWithAntiMatterTuplesFlushCursor cursor = new LSMRTreeWithAntiMatterTuplesFlushCursor(rTreeTupleSorter,
+                bTreeTupleSorter, comparatorFields, linearizerArray);
+        cursor.open(null, null);
+
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+
+                rTreeBulkloader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMinTuple());
+            filterTuples.add(flushingComponent.getLSMComponentFilter().getMaxTuple());
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(), component.getRTree()
+            );
+        }
+        rTreeBulkloader.end();
+
+        return component;
+    }
+
+    @Override
+    public void scheduleMerge(ILSMIndexOperationContext ctx, ILSMIOOperationCallback callback)
+            throws HyracksDataException, IndexException {
+        LSMRTreeOpContext rctx = createOpContext(NoOpOperationCallback.INSTANCE);
+        rctx.setOperation(IndexOperation.MERGE);
+        List<ILSMComponent> mergingComponents = ctx.getComponentHolder();
+        boolean returnDeletedTuples = false;
+        if (ctx.getComponentHolder().get(ctx.getComponentHolder().size() - 1) != diskComponents.get(diskComponents
+                .size() - 1)) {
+            returnDeletedTuples = true;
+        }
+        ITreeIndexCursor cursor = new LSMRTreeWithAntiMatterTuplesSearchCursor(rctx, returnDeletedTuples);
+        LSMComponentFileReferences relMergeFileRefs = getMergeTargetFileName(mergingComponents);
+        ILSMIndexAccessorInternal accessor = new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, rctx);
+        ioScheduler.scheduleOperation(new LSMRTreeMergeOperation(accessor, mergingComponents, cursor, relMergeFileRefs
+                .getInsertIndexFileReference(), null, null, callback, fileManager.getBaseDir()));
+    }
+
+    @Override
+    public ILSMComponent merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMRTreeMergeOperation mergeOp = (LSMRTreeMergeOperation) operation;
+        ITreeIndexCursor cursor = mergeOp.getCursor();
+        ISearchPredicate rtreeSearchPred = new SearchPredicate(null, null);
+        ILSMIndexOperationContext opCtx = ((LSMIndexSearchCursor) cursor).getOpCtx();
+        opCtx.getComponentHolder().addAll(mergeOp.getMergingComponents());
+        search(opCtx, cursor, rtreeSearchPred);
+
+        // Bulk load the tuples from all on-disk RTrees into the new RTree.
+        LSMRTreeDiskComponent component = createDiskComponent(componentFactory, mergeOp.getRTreeMergeTarget(), null,
+                null, true);
+        RTree mergedRTree = component.getRTree();
+        IIndexBulkLoader bulkloader = mergedRTree.createBulkLoader(1.0f, false, 0L, false, true);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference frameTuple = cursor.getTuple();
+                bulkloader.add(frameTuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        if (component.getLSMComponentFilter() != null) {
+            List<ITupleReference> filterTuples = new ArrayList<ITupleReference>();
+            for (int i = 0; i < mergeOp.getMergingComponents().size(); ++i) {
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMinTuple());
+                filterTuples.add(mergeOp.getMergingComponents().get(i).getLSMComponentFilter().getMaxTuple());
+            }
+            filterManager.updateFilterInfo(component.getLSMComponentFilter(), filterTuples);
+            filterManager.writeFilterInfo(component.getLSMComponentFilter(), component.getBTree()
+            );
+        }
+        bulkloader.end();
+
+        return component;
+    }
+
+    @Override
+    public ILSMIndexAccessorInternal createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new LSMRTreeWithAntiMatterTuplesAccessor(lsmHarness, createOpContext(modificationCallback));
+    }
+
+    public class LSMRTreeWithAntiMatterTuplesAccessor extends LSMTreeIndexAccessor {
+        public LSMRTreeWithAntiMatterTuplesAccessor(ILSMHarness lsmHarness, ILSMIndexOperationContext ctx) {
+            super(lsmHarness, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor(boolean exclusive) {
+            return new LSMRTreeWithAntiMatterTuplesSearchCursor(ctx);
+        }
+
+        public MultiComparator getMultiComparator() {
+            LSMRTreeOpContext concreteCtx = (LSMRTreeOpContext) ctx;
+            return concreteCtx.currentRTreeOpContext.cmp;
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillLevel, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        try {
+            return new LSMRTreeWithAntiMatterTuplesBulkLoader(fillLevel, verifyInput, numElementsHint,
+                    checkIfEmptyIndex);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    private ILSMComponent createBulkLoadTarget() throws HyracksDataException, IndexException {
+        LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+        return createDiskComponent(bulkLoaComponentFactory, relFlushFileRefs.getInsertIndexFileReference(), null, null,
+                true);
+    }
+
+    public class LSMRTreeWithAntiMatterTuplesBulkLoader implements IIndexBulkLoader {
+        private final ILSMComponent component;
+        private final IIndexBulkLoader bulkLoader;
+        private boolean cleanedUpArtifacts = false;
+        private boolean isEmptyComponent = true;
+        public final PermutingTupleReference indexTuple;
+        public final PermutingTupleReference filterTuple;
+        public final MultiComparator filterCmp;
+
+        public LSMRTreeWithAntiMatterTuplesBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+                boolean checkIfEmptyIndex) throws TreeIndexException, HyracksDataException {
+            if (checkIfEmptyIndex && !isEmptyIndex()) {
+                throw new TreeIndexException("Cannot load an index that is not empty");
+            }
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                component = createBulkLoadTarget();
+            } catch (HyracksDataException | IndexException e) {
+                throw new TreeIndexException(e);
+            }
+            bulkLoader = ((LSMRTreeDiskComponent) component).getRTree().createBulkLoader(fillFactor, verifyInput,
+                    numElementsHint, false, true);
+
+            if (filterFields != null) {
+                indexTuple = new PermutingTupleReference(rtreeFields);
+                filterCmp = MultiComparator.create(component.getLSMComponentFilter().getFilterCmpFactories());
+                filterTuple = new PermutingTupleReference(filterFields);
+            } else {
+                indexTuple = null;
+                filterCmp = null;
+                filterTuple = null;
+            }
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws HyracksDataException, IndexException {
+            try {
+                ITupleReference t;
+                if (indexTuple != null) {
+                    indexTuple.reset(tuple);
+                    t = indexTuple;
+                } else {
+                    t = tuple;
+                }
+
+                bulkLoader.add(t);
+
+                if (filterTuple != null) {
+                    filterTuple.reset(tuple);
+                    component.getLSMComponentFilter().update(filterTuple, filterCmp);
+                }
+
+            } catch (IndexException | HyracksDataException | RuntimeException e) {
+                cleanupArtifacts();
+                throw e;
+            }
+            if (isEmptyComponent) {
+                isEmptyComponent = false;
+            }
+        }
+
+        @Override
+        public void end() throws HyracksDataException, IndexException {
+            if (!cleanedUpArtifacts) {
+
+                if (component.getLSMComponentFilter() != null) {
+                    filterManager.writeFilterInfo(component.getLSMComponentFilter(),
+                            ((LSMRTreeDiskComponent) component).getRTree());
+                }
+                bulkLoader.end();
+
+                if (isEmptyComponent) {
+                    cleanupArtifacts();
+                } else {
+                    lsmHarness.addBulkLoadedComponent(component);
+                }
+            }
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            if(bulkLoader != null){
+                bulkLoader.abort();
+            }
+        }
+
+        protected void cleanupArtifacts() throws HyracksDataException {
+            if (!cleanedUpArtifacts) {
+                cleanedUpArtifacts = true;
+                ((LSMRTreeDiskComponent) component).getRTree().deactivate();
+                ((LSMRTreeDiskComponent) component).getRTree().destroy();
+            }
+        }
+
+    }
+
+    @Override
+    public void markAsValid(ILSMComponent lsmComponent) throws HyracksDataException {
+        RTree rtree = ((LSMRTreeDiskComponent) lsmComponent).getRTree();
+        markAsValidInternal(rtree);
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws IndexException {
+        if (!appendOnly)
+            throw new UnsupportedOperationException("LSM indexes don't support in-place modification");
+        return createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex);
+    }
+
+    @Override
+    public Set<String> getLSMComponentPhysicalFiles(ILSMComponent lsmComponent) {
+        Set<String> files = new HashSet<String>();
+        RTree rtree = ((LSMRTreeDiskComponent) lsmComponent).getRTree();
+        files.add(rtree.getFileReference().getFile().getAbsolutePath());
+        return files;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesDiskComponentFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesDiskComponentFactory.java
new file mode 100644
index 0000000..ca4e4cc
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesDiskComponentFactory.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class LSMRTreeWithAntiMatterTuplesDiskComponentFactory implements ILSMComponentFactory {
+    private final TreeIndexFactory<RTree> rtreeFactory;
+    private final ILSMComponentFilterFactory filterFactory;
+
+    public LSMRTreeWithAntiMatterTuplesDiskComponentFactory(TreeIndexFactory<RTree> rtreeFactory,
+            ILSMComponentFilterFactory filterFactory) {
+        this.rtreeFactory = rtreeFactory;
+        this.filterFactory = filterFactory;
+    }
+
+    @Override
+    public ILSMComponent createLSMComponentInstance(LSMComponentFileReferences cfr) throws IndexException {
+        return new LSMRTreeDiskComponent(rtreeFactory.createIndexInstance(cfr.getInsertIndexFileReference()), null,
+                null, filterFactory == null ? null : filterFactory.createLSMComponentFilter());
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return rtreeFactory.getBufferCache();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java
new file mode 100644
index 0000000..6312c9a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFileManager.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeWithAntiMatterTuplesFileManager extends AbstractLSMIndexFileManager {
+
+    public LSMRTreeWithAntiMatterTuplesFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> rtreeFactory) {
+        super(fileMapProvider, file, rtreeFactory);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java
new file mode 100644
index 0000000..d606f77
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesFlushCursor.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMRTreeWithAntiMatterTuplesFlushCursor implements ITreeIndexCursor {
+    private final TreeTupleSorter rTreeTupleSorter;
+    private final TreeTupleSorter bTreeTupleSorter;
+    private final int[] comparatorFields;
+    private final MultiComparator cmp;
+    private ITupleReference frameTuple;
+    private ITupleReference leftOverTuple;
+    private ITupleReference rtreeTuple;
+    private ITupleReference btreeTuple;
+    private boolean foundNext = false;
+
+    public LSMRTreeWithAntiMatterTuplesFlushCursor(TreeTupleSorter rTreeTupleSorter, TreeTupleSorter bTreeTupleSorter,
+            int[] comparatorFields, IBinaryComparatorFactory[] comparatorFactories) {
+        this.rTreeTupleSorter = rTreeTupleSorter;
+        this.bTreeTupleSorter = bTreeTupleSorter;
+        this.comparatorFields = comparatorFields;
+        cmp = MultiComparator.create(comparatorFactories);
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (foundNext) {
+            return true;
+        }
+        while (true) {
+            if (leftOverTuple != null && leftOverTuple == rtreeTuple) {
+                if (bTreeTupleSorter.hasNext()) {
+                    bTreeTupleSorter.next();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                } else {
+                    frameTuple = rtreeTuple;
+                    foundNext = true;
+                    leftOverTuple = null;
+                    return true;
+                }
+            } else if (leftOverTuple != null && leftOverTuple == btreeTuple) {
+                if (rTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                } else {
+                    frameTuple = btreeTuple;
+                    foundNext = true;
+                    leftOverTuple = null;
+                    return true;
+                }
+            } else {
+                if (rTreeTupleSorter.hasNext() && bTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    bTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                } else if (rTreeTupleSorter.hasNext()) {
+                    rTreeTupleSorter.next();
+                    rtreeTuple = rTreeTupleSorter.getTuple();
+                    frameTuple = rtreeTuple;
+                    leftOverTuple = null;
+                    foundNext = true;
+                    return true;
+                } else if (bTreeTupleSorter.hasNext()) {
+                    bTreeTupleSorter.next();
+                    btreeTuple = bTreeTupleSorter.getTuple();
+                    frameTuple = btreeTuple;
+                    leftOverTuple = null;
+                    foundNext = true;
+                    return true;
+                } else {
+                    return false;
+                }
+            }
+
+            int c = cmp.selectiveFieldCompare(rtreeTuple, btreeTuple, comparatorFields);
+            if (c == 0) {
+                frameTuple = rtreeTuple;
+                leftOverTuple = null;
+                foundNext = true;
+                return true;
+            } else if (c < 0) {
+                frameTuple = rtreeTuple;
+                leftOverTuple = btreeTuple;
+                foundNext = true;
+                return true;
+            } else {
+                frameTuple = btreeTuple;
+                leftOverTuple = rtreeTuple;
+                foundNext = true;
+                return true;
+            }
+        }
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        foundNext = false;
+
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
new file mode 100644
index 0000000..a913b81
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
@@ -0,0 +1,289 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMComponent.LSMComponentType;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexOperationContext;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMIndexSearchCursor;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class LSMRTreeWithAntiMatterTuplesSearchCursor extends LSMIndexSearchCursor {
+
+    private ITreeIndexAccessor[] mutableRTreeAccessors;
+    private ITreeIndexAccessor[] btreeAccessors;
+    private RTreeSearchCursor[] mutableRTreeCursors;
+    private ITreeIndexCursor[] btreeCursors;
+    private RangePredicate btreeRangePredicate;
+    private boolean foundNext;
+    private ITupleReference frameTuple;
+    private int[] comparatorFields;
+    private MultiComparator btreeCmp;
+    private int currentCursor;
+    private SearchPredicate rtreeSearchPredicate;
+    private int numMutableComponents;
+    private boolean open;
+
+    public LSMRTreeWithAntiMatterTuplesSearchCursor(ILSMIndexOperationContext opCtx) {
+        this(opCtx, false);
+    }
+
+    public LSMRTreeWithAntiMatterTuplesSearchCursor(ILSMIndexOperationContext opCtx, boolean returnDeletedTuples) {
+        super(opCtx, returnDeletedTuples);
+        currentCursor = 0;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException,
+            IndexException {
+        LSMRTreeCursorInitialState lsmInitialState = (LSMRTreeCursorInitialState) initialState;
+        cmp = lsmInitialState.getHilbertCmp();
+        btreeCmp = lsmInitialState.getBTreeCmp();
+        lsmHarness = lsmInitialState.getLSMHarness();
+        comparatorFields = lsmInitialState.getComparatorFields();
+        operationalComponents = lsmInitialState.getOperationalComponents();
+        rtreeSearchPredicate = (SearchPredicate) searchPred;
+
+        includeMutableComponent = false;
+        numMutableComponents = 0;
+        int numImmutableComponents = 0;
+        for (ILSMComponent component : operationalComponents) {
+            if (component.getType() == LSMComponentType.MEMORY) {
+                includeMutableComponent = true;
+                numMutableComponents++;
+            } else {
+                numImmutableComponents++;
+            }
+        }
+        if (includeMutableComponent) {
+            btreeRangePredicate = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+        }
+
+        mutableRTreeCursors = new RTreeSearchCursor[numMutableComponents];
+        mutableRTreeAccessors = new ITreeIndexAccessor[numMutableComponents];
+        btreeCursors = new BTreeRangeSearchCursor[numMutableComponents];
+        btreeAccessors = new ITreeIndexAccessor[numMutableComponents];
+        for (int i = 0; i < numMutableComponents; i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            RTree rtree = (RTree) ((LSMRTreeMemoryComponent) component).getRTree();
+            BTree btree = (BTree) ((LSMRTreeMemoryComponent) component).getBTree();
+            mutableRTreeCursors[i] = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState
+                    .getRTreeInteriorFrameFactory().createFrame(), (IRTreeLeafFrame) lsmInitialState
+                    .getRTreeLeafFrameFactory().createFrame());
+            btreeCursors[i] = new BTreeRangeSearchCursor((IBTreeLeafFrame) lsmInitialState.getBTreeLeafFrameFactory()
+                    .createFrame(), false);
+            btreeAccessors[i] = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            mutableRTreeAccessors[i] = rtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+        }
+
+        rangeCursors = new RTreeSearchCursor[numImmutableComponents];
+        ITreeIndexAccessor[] immutableRTreeAccessors = new ITreeIndexAccessor[numImmutableComponents];
+        int j = 0;
+        for (int i = numMutableComponents; i < operationalComponents.size(); i++) {
+            ILSMComponent component = operationalComponents.get(i);
+            rangeCursors[j] = new RTreeSearchCursor((IRTreeInteriorFrame) lsmInitialState
+                    .getRTreeInteriorFrameFactory().createFrame(), (IRTreeLeafFrame) lsmInitialState
+                    .getRTreeLeafFrameFactory().createFrame());
+            RTree rtree = (RTree) ((LSMRTreeDiskComponent) component).getRTree();
+            immutableRTreeAccessors[j] = rtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            immutableRTreeAccessors[j].search(rangeCursors[j], searchPred);
+            j++;
+        }
+        searchNextCursor();
+        setPriorityQueueComparator();
+        initPriorityQueue();
+        open = true;
+    }
+
+    private void searchNextCursor() throws HyracksDataException, IndexException {
+        if (currentCursor < numMutableComponents) {
+            mutableRTreeCursors[currentCursor].reset();
+            mutableRTreeAccessors[currentCursor].search(mutableRTreeCursors[currentCursor], rtreeSearchPredicate);
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (includeMutableComponent) {
+            if (foundNext) {
+                return true;
+            }
+
+            while (currentCursor < numMutableComponents) {
+                while (mutableRTreeCursors[currentCursor].hasNext()) {
+                    mutableRTreeCursors[currentCursor].next();
+                    ITupleReference currentTuple = mutableRTreeCursors[currentCursor].getTuple();
+                    if (searchMemBTrees(currentTuple, currentCursor)) {
+                        foundNext = true;
+                        frameTuple = currentTuple;
+                        return true;
+                    }
+                }
+                mutableRTreeCursors[currentCursor].close();
+                currentCursor++;
+                searchNextCursor();
+            }
+            while (super.hasNext()) {
+                super.next();
+                ITupleReference diskRTreeTuple = super.getTuple();
+                if (searchMemBTrees(diskRTreeTuple, numMutableComponents)) {
+                    foundNext = true;
+                    frameTuple = diskRTreeTuple;
+                    return true;
+                }
+            }
+        } else {
+            return super.hasNext();
+        }
+
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        if (includeMutableComponent) {
+            foundNext = false;
+        } else {
+            super.next();
+        }
+
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        if (includeMutableComponent) {
+            return frameTuple;
+        } else {
+            return super.getTuple();
+        }
+
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (!open) {
+            return;
+        }
+        currentCursor = 0;
+        foundNext = false;
+        if (includeMutableComponent) {
+            for (int i = 0; i < numMutableComponents; i++) {
+                mutableRTreeCursors[i].reset();
+                btreeCursors[i].reset();
+            }
+        }
+        super.reset();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (!open) {
+            return;
+        }
+        if (includeMutableComponent) {
+            for (int i = 0; i < numMutableComponents; i++) {
+                mutableRTreeCursors[i].close();
+                btreeCursors[i].close();
+            }
+        }
+        currentCursor = 0;
+        open = false;
+        super.close();
+    }
+
+    @Override
+    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB)
+            throws HyracksDataException {
+        return cmp.selectiveFieldCompare(tupleA, tupleB, comparatorFields);
+    }
+
+    private boolean searchMemBTrees(ITupleReference tuple, int lastBTreeToSearch) throws HyracksDataException,
+            IndexException {
+        for (int i = 0; i < lastBTreeToSearch; i++) {
+            btreeCursors[i].reset();
+            btreeRangePredicate.setHighKey(tuple, true);
+            btreeRangePredicate.setLowKey(tuple, true);
+            btreeAccessors[i].search(btreeCursors[i], btreeRangePredicate);
+            try {
+                if (btreeCursors[i].hasNext()) {
+                    return false;
+                }
+            } finally {
+                btreeCursors[i].close();
+            }
+        }
+        return true;
+    }
+
+    @Override
+    protected void setPriorityQueueComparator() {
+        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
+            pqCmp = new PriorityQueueHilbertComparator(cmp, comparatorFields);
+        }
+    }
+
+    public class PriorityQueueHilbertComparator extends PriorityQueueComparator {
+
+        private final int[] comparatorFields;
+
+        public PriorityQueueHilbertComparator(MultiComparator cmp, int[] comparatorFields) {
+            super(cmp);
+            this.comparatorFields = comparatorFields;
+        }
+
+        @Override
+        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
+            int result;
+            try {
+                result = cmp.selectiveFieldCompare(elementA.getTuple(), elementB.getTuple(), comparatorFields);
+                if (result != 0) {
+                    return result;
+                }
+            } catch (HyracksDataException e) {
+                throw new IllegalArgumentException(e);
+            }
+
+            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
+                return 1;
+            } else {
+                return -1;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
new file mode 100644
index 0000000..041d8df
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.IMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class RTreeFactory extends TreeIndexFactory<RTree> {
+
+    public RTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IMetadataManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
+            ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
+        super(bufferCache, fileMapProvider, freePageManagerFactory, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount);
+    }
+
+    @Override
+    public RTree createIndexInstance(FileReference file) throws IndexException {
+        try {
+            return new RTree(bufferCache, fileMapProvider, freePageManagerFactory.createFreePageManager(),
+                    interiorFrameFactory, leafFrameFactory, cmpFactories, fieldCount, file);
+        } catch (HyracksDataException e) {
+            throw new IndexException(e);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java
new file mode 100644
index 0000000..429c65d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/impls/TreeTupleSorter.java
@@ -0,0 +1,233 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.impls;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class TreeTupleSorter implements ITreeIndexCursor {
+    private final static int INITIAL_SIZE = 1000000;
+    private int numTuples;
+    private int currentTupleIndex;
+    private int[] tPointers;
+    private IBufferCache bufferCache;
+    private final ITreeIndexFrame leafFrame1;
+    private final ITreeIndexFrame leafFrame2;
+    private ITreeIndexTupleReference frameTuple1;
+    private ITreeIndexTupleReference frameTuple2;
+    private final int fileId;
+    private final static int ARRAY_GROWTH = 1000000; // Must be at least of size 2
+    private final int[] comparatorFields;
+    private final MultiComparator cmp;
+
+    public TreeTupleSorter(int fileId, IBinaryComparatorFactory[] comparatorFactories, ITreeIndexFrame leafFrame1,
+            ITreeIndexFrame leafFrame2, IBufferCache bufferCache, int[] comparatorFields) {
+        this.fileId = fileId;
+        this.leafFrame1 = leafFrame1;
+        this.leafFrame2 = leafFrame2;
+        this.bufferCache = bufferCache;
+        this.comparatorFields = comparatorFields;
+        tPointers = new int[INITIAL_SIZE * 2];
+        frameTuple1 = leafFrame1.createTupleReference();
+        frameTuple2 = leafFrame2.createTupleReference();
+        currentTupleIndex = 0;
+        cmp = MultiComparator.create(comparatorFactories);
+    }
+
+    public void reset() {
+        numTuples = 0;
+        currentTupleIndex = 0;
+    }
+
+    public boolean hasNext() throws HyracksDataException {
+        if (numTuples <= currentTupleIndex) {
+            return false;
+        }
+        // We don't latch pages since this code is only used by flush () before
+        // bulk-loading the r-tree to disk and flush is not concurrent.
+        //
+        ICachedPage node1 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, tPointers[currentTupleIndex * 2]),
+                false);
+        try {
+            leafFrame1.setPage(node1);
+            frameTuple1.resetByTupleOffset(leafFrame1.getBuffer(), tPointers[currentTupleIndex * 2 + 1]);
+        } finally {
+            bufferCache.unpin(node1);
+        }
+        return true;
+    }
+
+    public void next() {
+        currentTupleIndex++;
+    }
+
+    public ITupleReference getTuple() {
+        return frameTuple1;
+    }
+
+    public void insertTupleEntry(int pageId, int tupleOffset) {
+        if (numTuples * 2 == tPointers.length) {
+            int[] newData = new int[tPointers.length + ARRAY_GROWTH];
+            System.arraycopy(tPointers, 0, newData, 0, tPointers.length);
+            tPointers = newData;
+        }
+
+        tPointers[numTuples * 2] = pageId;
+        tPointers[numTuples * 2 + 1] = tupleOffset;
+        numTuples++;
+    }
+
+    public void sort() throws HyracksDataException {
+        sort(tPointers, 0, numTuples);
+    }
+
+    private void sort(int[] tPointers, int offset, int length) throws HyracksDataException {
+        int m = offset + (length >> 1);
+        int mi = tPointers[m * 2];
+        int mj = tPointers[m * 2 + 1];
+
+        int a = offset;
+        int b = a;
+        int c = offset + length - 1;
+        int d = c;
+        while (true) {
+            while (b <= c) {
+                int cmp = compare(tPointers, b, mi, mj);
+                if (cmp > 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, a++, b);
+                }
+                ++b;
+            }
+            while (c >= b) {
+                int cmp = compare(tPointers, c, mi, mj);
+                if (cmp < 0) {
+                    break;
+                }
+                if (cmp == 0) {
+                    swap(tPointers, c, d--);
+                }
+                --c;
+            }
+            if (b > c)
+                break;
+            swap(tPointers, b++, c--);
+        }
+
+        int s;
+        int n = offset + length;
+        s = Math.min(a - offset, b - a);
+        vecswap(tPointers, offset, b - s, s);
+        s = Math.min(d - c, n - d - 1);
+        vecswap(tPointers, b, n - s, s);
+
+        if ((s = b - a) > 1) {
+            sort(tPointers, offset, s);
+        }
+        if ((s = d - c) > 1) {
+            sort(tPointers, n - s, s);
+        }
+    }
+
+    private void swap(int x[], int a, int b) {
+        for (int i = 0; i < 2; ++i) {
+            int t = x[a * 2 + i];
+            x[a * 2 + i] = x[b * 2 + i];
+            x[b * 2 + i] = t;
+        }
+    }
+
+    private void vecswap(int x[], int a, int b, int n) {
+        for (int i = 0; i < n; i++, a++, b++) {
+            swap(x, a, b);
+        }
+    }
+
+    private int compare(int[] tPointers, int tp1, int tp2i, int tp2j) throws HyracksDataException {
+        int i1 = tPointers[tp1 * 2];
+        int j1 = tPointers[tp1 * 2 + 1];
+
+        int i2 = tp2i;
+        int j2 = tp2j;
+
+        ICachedPage node1 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i1), false);
+        leafFrame1.setPage(node1);
+        ICachedPage node2 = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i2), false);
+        leafFrame2.setPage(node2);
+
+        try {
+            frameTuple1.resetByTupleOffset(leafFrame1.getBuffer(), j1);
+            frameTuple2.resetByTupleOffset(leafFrame2.getBuffer(), j2);
+
+            return cmp.selectiveFieldCompare(frameTuple1, frameTuple2, comparatorFields);
+
+        } finally {
+            bufferCache.unpin(node1);
+            bufferCache.unpin(node2);
+        }
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // do nothing
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        // do nothing
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        // do nothing
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        // do nothing
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
new file mode 100644
index 0000000..3b7c150
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriter.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class LSMRTreeCopyTupleWriter extends LSMRTreeTupleWriter {
+    public LSMRTreeCopyTupleWriter(ITypeTraits[] typeTraits) {
+        // Third parameter is never used locally, just give false.
+        super(typeTraits, false);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int tupleSize = bytesRequired(tuple);
+        byte[] buf = tuple.getFieldData(0);
+        int tupleStartOff = ((LSMRTreeTupleReference) tuple).getTupleStart();
+        System.arraycopy(buf, tupleStartOff, targetBuf, targetOff, tupleSize);
+        return tupleSize;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
new file mode 100644
index 0000000..1e36345
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeCopyTupleWriterFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMRTreeCopyTupleWriterFactory extends TypeAwareTupleWriterFactory {
+    private static final long serialVersionUID = 1L;
+    private final ITypeTraits[] typeTraits;
+
+    public LSMRTreeCopyTupleWriterFactory(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+        this.typeTraits = typeTraits;
+    }
+
+    @Override
+    public ITreeIndexTupleWriter createTupleWriter() {
+        return new LSMRTreeCopyTupleWriter(typeTraits);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
new file mode 100644
index 0000000..4c5c9a4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleReference.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
+
+public class LSMRTreeTupleReference extends TypeAwareTupleReference implements ILSMTreeTupleReference {
+
+    public LSMRTreeTupleReference(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+    }
+
+    @Override
+    protected int getNullFlagsBytes() {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil((fieldCount + 1.0) / 8.0);
+    }
+
+    @Override
+    public boolean isAntimatter() {
+        // Check if the leftmost bit is 0 or 1.
+        final byte mask = (byte) (1 << 7);
+        if ((buf.array()[tupleStartOff] & mask) != 0) {
+            return true;
+        }
+        return false;
+    }
+
+    public int getTupleStart() {
+        return tupleStartOff;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
new file mode 100644
index 0000000..3e586e6
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriter.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class LSMRTreeTupleWriter extends RTreeTypeAwareTupleWriter {
+    private final boolean isAntimatter;
+
+    public LSMRTreeTupleWriter(ITypeTraits[] typeTraits, boolean isAntimatter) {
+        super(typeTraits);
+        this.isAntimatter = isAntimatter;
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return new LSMRTreeTupleReference(typeTraits);
+    }
+
+    @Override
+    public int bytesRequired(ITupleReference tuple) {
+        return super.bytesRequired(tuple);
+    }
+
+    @Override
+    public int writeTuple(ITupleReference tuple, byte[] targetBuf, int targetOff) {
+        int bytesWritten = super.writeTuple(tuple, targetBuf, targetOff);
+        if (isAntimatter) {
+            setAntimatterBit(targetBuf, targetOff);
+        }
+        return bytesWritten;
+    }
+
+    @Override
+    protected int getNullFlagsBytes(int numFields) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) numFields + 1.0) / 8.0);
+    }
+
+    @Override
+    protected int getNullFlagsBytes(ITupleReference tuple) {
+        // +1.0 is for matter/antimatter bit.
+        return (int) Math.ceil(((double) tuple.getFieldCount() + 1.0) / 8.0);
+    }
+
+    protected void setAntimatterBit(byte[] targetBuf, int targetOff) {
+        // Set leftmost bit to 1.
+        targetBuf[targetOff] = (byte) (targetBuf[targetOff] | (1 << 7));
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
new file mode 100644
index 0000000..0c21194
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMRTreeTupleWriterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class LSMRTreeTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final ITypeTraits[] typeTraits;
+    private final boolean isDelete;
+
+    public LSMRTreeTupleWriterFactory(ITypeTraits[] typeTraits, boolean isDelete) {
+        super(typeTraits);
+        this.typeTraits = typeTraits;
+        this.isDelete = isDelete;
+    }
+
+    @Override
+    public ITreeIndexTupleWriter createTupleWriter() {
+        return new LSMRTreeTupleWriter(typeTraits, isDelete);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java
new file mode 100644
index 0000000..bdc6708
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/tuples/LSMTypeAwareTupleWriterFactory.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class LSMTypeAwareTupleWriterFactory extends TypeAwareTupleWriterFactory {
+
+	private static final long serialVersionUID = 1L;
+	private ITypeTraits[] typeTraits;
+	private final boolean isDelete;
+
+	public LSMTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits, boolean isDelete) {
+		super(typeTraits);
+		this.typeTraits = typeTraits;
+		this.isDelete = isDelete;
+	}
+
+	@Override
+	public ITreeIndexTupleWriter createTupleWriter() {
+	    if (isDelete) {
+	        return new TypeAwareTupleWriter(typeTraits);
+	    } else {
+	        return new RTreeTypeAwareTupleWriter(typeTraits);
+	    }
+	}
+
+}
diff --git a/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
new file mode 100644
index 0000000..d34f4c2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-lsm-rtree/src/main/java/org/apache/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
@@ -0,0 +1,290 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.utils;
+
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedListMetadataManagerFactory;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.frames.LSMComponentFilterFrameFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterFactory;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFilterManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.ExternalRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeFileManager;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuplesFileManager;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.RTreeFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.tuples.LSMRTreeCopyTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.tuples.LSMRTreeTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.tuples.LSMTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.linearize.HilbertDoubleComparatorFactory;
+import org.apache.hyracks.storage.am.rtree.linearize.ZCurveDoubleComparatorFactory;
+import org.apache.hyracks.storage.am.rtree.linearize.ZCurveIntComparatorFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMRTreeUtils {
+    public static LSMRTree createLSMTree(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] rtreeFields, int[] buddyBTreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) throws TreeIndexException {
+
+        ITypeTraits[] btreeTypeTraits = new ITypeTraits[buddyBTreeFields.length];
+        for (int i = 0; i < btreeTypeTraits.length; i++) {
+            btreeTypeTraits[i] = typeTraits[buddyBTreeFields[i]];
+        }
+
+        LSMTypeAwareTupleWriterFactory rtreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(typeTraits, false);
+        LSMTypeAwareTupleWriterFactory btreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(btreeTypeTraits,
+                true);
+
+        ITreeIndexFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexFrameFactory btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(btreeTupleWriterFactory);
+        ITreeIndexFrameFactory btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(btreeTupleWriterFactory);
+
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, btreeCmpFactories,
+                btreeTypeTraits.length);
+
+        int[] comparatorFields = { 0 };
+        IBinaryComparatorFactory[] linearizerArray = { linearizeCmpFactory };
+
+        int[] bloomFilterKeyFields = new int[btreeCmpFactories.length];
+        for (int i = 0; i < btreeCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        LSMComponentFilterFactory filterFactory = null;
+        LSMComponentFilterFrameFactory filterFrameFactory = null;
+        LSMComponentFilterManager filterManager = null;
+        if (filterCmpFactories != null) {
+            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            filterFactory = new LSMComponentFilterFactory(filterTupleWriterFactory, filterCmpFactories);
+            filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory,
+                    diskBufferCache.getPageSize());
+            filterManager = new LSMComponentFilterManager(diskBufferCache, filterFrameFactory);
+        }
+        ILSMIndexFileManager fileNameManager = new LSMRTreeFileManager(diskFileMapProvider, file, diskRTreeFactory,
+                diskBTreeFactory);
+        LSMRTree lsmTree = new LSMRTree(virtualBufferCaches, rtreeInteriorFrameFactory, rtreeLeafFrameFactory,
+                btreeInteriorFrameFactory, btreeLeafFrameFactory, fileNameManager, diskRTreeFactory, diskBTreeFactory,
+                bloomFilterFactory, filterFactory, filterFrameFactory, filterManager, bloomFilterFalsePositiveRate,
+                diskFileMapProvider, typeTraits.length, rtreeCmpFactories, btreeCmpFactories, linearizeCmpFactory,
+                comparatorFields, linearizerArray, mergePolicy, opTracker, ioScheduler, ioOpCallback, rtreeFields,
+                buddyBTreeFields, filterFields, durable);
+        return lsmTree;
+    }
+
+    public static LSMRTreeWithAntiMatterTuples createLSMTreeWithAntiMatterTuples(
+            List<IVirtualBufferCache> virtualBufferCaches, FileReference file, IBufferCache diskBufferCache,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler,
+            ILSMIOOperationCallback ioOpCallback, ILinearizeComparatorFactory linearizerCmpFactory, int[] rtreeFields,
+            ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields,
+            boolean durable) throws TreeIndexException {
+        LSMRTreeTupleWriterFactory rtreeTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, false);
+        LSMRTreeTupleWriterFactory btreeTupleWriterFactory = new LSMRTreeTupleWriterFactory(typeTraits, true);
+
+        LSMRTreeCopyTupleWriterFactory copyTupleWriterFactory = new LSMRTreeCopyTupleWriterFactory(typeTraits);
+
+        ITreeIndexFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexFrameFactory btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(btreeTupleWriterFactory);
+        ITreeIndexFrameFactory btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(btreeTupleWriterFactory);
+
+        ITreeIndexFrameFactory copyTupleLeafFrameFactory = new RTreeNSMLeafFrameFactory(copyTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, copyTupleLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+
+        TreeIndexFactory<RTree> bulkLoadRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+
+        // The first field is for the sorted curve (e.g. Hilbert curve), and the
+        // second field is for the primary key.
+        int[] comparatorFields = new int[btreeCmpFactories.length - rtreeCmpFactories.length + 1];
+        IBinaryComparatorFactory[] linearizerArray = new IBinaryComparatorFactory[btreeCmpFactories.length
+                - rtreeCmpFactories.length + 1];
+
+        comparatorFields[0] = 0;
+        for (int i = 1; i < comparatorFields.length; i++) {
+            comparatorFields[i] = rtreeCmpFactories.length - 1 + i;
+        }
+        linearizerArray[0] = linearizerCmpFactory;
+        int j = 1;
+        for (int i = rtreeCmpFactories.length; i < btreeCmpFactories.length; i++) {
+            linearizerArray[j] = btreeCmpFactories[i];
+            j++;
+        }
+
+        LSMComponentFilterFactory filterFactory = null;
+        LSMComponentFilterFrameFactory filterFrameFactory = null;
+        LSMComponentFilterManager filterManager = null;
+        if (filterCmpFactories != null) {
+            TypeAwareTupleWriterFactory filterTupleWriterFactory = new TypeAwareTupleWriterFactory(filterTypeTraits);
+            filterFactory = new LSMComponentFilterFactory(filterTupleWriterFactory, filterCmpFactories);
+            filterFrameFactory = new LSMComponentFilterFrameFactory(filterTupleWriterFactory,
+                    diskBufferCache.getPageSize());
+            filterManager = new LSMComponentFilterManager(diskBufferCache, filterFrameFactory);
+        }
+        ILSMIndexFileManager fileNameManager = new LSMRTreeWithAntiMatterTuplesFileManager(diskFileMapProvider, file,
+                diskRTreeFactory);
+        LSMRTreeWithAntiMatterTuples lsmTree = new LSMRTreeWithAntiMatterTuples(virtualBufferCaches,
+                rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory,
+                fileNameManager, diskRTreeFactory, bulkLoadRTreeFactory, filterFactory, filterFrameFactory,
+                filterManager, diskFileMapProvider, typeTraits.length, rtreeCmpFactories, btreeCmpFactories,
+                linearizerCmpFactory, comparatorFields, linearizerArray, mergePolicy, opTracker, ioScheduler,
+                ioOpCallback, rtreeFields, filterFields, durable);
+        return lsmTree;
+    }
+
+    public static ExternalRTree createExternalRTree(FileReference file, IBufferCache diskBufferCache,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback,
+            ILinearizeComparatorFactory linearizeCmpFactory, int[] buddyBTreeFields, int startWithVersion,
+            boolean durable) throws TreeIndexException {
+
+        ITypeTraits[] btreeTypeTraits = new ITypeTraits[buddyBTreeFields.length];
+        for (int i = 0; i < btreeTypeTraits.length; i++) {
+            btreeTypeTraits[i] = typeTraits[buddyBTreeFields[i]];
+        }
+
+        LSMTypeAwareTupleWriterFactory rtreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(typeTraits, false);
+        LSMTypeAwareTupleWriterFactory btreeTupleWriterFactory = new LSMTypeAwareTupleWriterFactory(btreeTypeTraits,
+                true);
+
+        ITreeIndexFrameFactory rtreeInteriorFrameFactory = new RTreeNSMInteriorFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory rtreeLeafFrameFactory = new RTreeNSMLeafFrameFactory(rtreeTupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+
+        ITreeIndexFrameFactory btreeInteriorFrameFactory = new BTreeNSMInteriorFrameFactory(btreeTupleWriterFactory);
+        ITreeIndexFrameFactory btreeLeafFrameFactory = new BTreeNSMLeafFrameFactory(btreeTupleWriterFactory);
+
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListMetadataManagerFactory freePageManagerFactory = new LinkedListMetadataManagerFactory(diskBufferCache,
+                metaFrameFactory);
+
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
+                typeTraits.length);
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, btreeCmpFactories,
+                btreeTypeTraits.length);
+        int[] comparatorFields = { 0 };
+        IBinaryComparatorFactory[] linearizerArray = { linearizeCmpFactory };
+
+        int[] bloomFilterKeyFields = new int[btreeCmpFactories.length];
+        for (int i = 0; i < btreeCmpFactories.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        BloomFilterFactory bloomFilterFactory = new BloomFilterFactory(diskBufferCache, diskFileMapProvider,
+                bloomFilterKeyFields);
+
+        ILSMIndexFileManager fileNameManager = new LSMRTreeFileManager(diskFileMapProvider, file, diskRTreeFactory,
+                diskBTreeFactory);
+        ExternalRTree lsmTree = new ExternalRTree(rtreeInteriorFrameFactory, rtreeLeafFrameFactory,
+                btreeInteriorFrameFactory, btreeLeafFrameFactory, fileNameManager, diskRTreeFactory, diskBTreeFactory,
+                bloomFilterFactory, bloomFilterFalsePositiveRate, diskFileMapProvider, typeTraits.length,
+                rtreeCmpFactories, btreeCmpFactories, linearizeCmpFactory, comparatorFields, linearizerArray,
+                mergePolicy, opTracker, ioScheduler, ioOpCallback, buddyBTreeFields, startWithVersion, durable);
+        return lsmTree;
+    }
+
+    public static ILinearizeComparatorFactory proposeBestLinearizer(ITypeTraits[] typeTraits, int numKeyFields)
+            throws TreeIndexException {
+        for (int i = 0; i < numKeyFields; i++) {
+            if (!(typeTraits[i].getClass().equals(typeTraits[0].getClass()))) {
+                throw new TreeIndexException("Cannot propose linearizer if dimensions have different types");
+            }
+        }
+
+        if (numKeyFields / 2 == 2 && (typeTraits[0].getClass() == DoublePointable.TYPE_TRAITS.getClass())) {
+            return new HilbertDoubleComparatorFactory(2);
+        } else if (typeTraits[0].getClass() == DoublePointable.TYPE_TRAITS.getClass()) {
+            return new ZCurveDoubleComparatorFactory(numKeyFields / 2);
+        } else if (typeTraits[0].getClass() == IntegerPointable.TYPE_TRAITS.getClass()) {
+            return new ZCurveIntComparatorFactory(numKeyFields / 2);
+        }
+
+        throw new TreeIndexException("Cannot propose linearizer");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/pom.xml b/hyracks/hyracks-storage-am-rtree/pom.xml
new file mode 100644
index 0000000..8356f7a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/pom.xml
@@ -0,0 +1,67 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-rtree</artifactId>
+  <name>hyracks-storage-am-rtree</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-dataflow-std</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IGenericPrimitiveSerializerDeserializer.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IGenericPrimitiveSerializerDeserializer.java
new file mode 100644
index 0000000..18f20ae
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IGenericPrimitiveSerializerDeserializer.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.api;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+
+public interface IGenericPrimitiveSerializerDeserializer<T> extends
+		ISerializerDeserializer<T> {
+	public double getValue(byte[] bytes, int offset);
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeFrame.java
new file mode 100644
index 0000000..67b7284
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeFrame.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.api;
+
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IRTreeFrame extends ITreeIndexFrame {
+
+    public void delete(int tupleIndex, MultiComparator cmp);
+
+    public long getPageNsn();
+
+    public void setPageNsn(long pageNsn);
+
+    public int getRightPage();
+
+    public void setRightPage(int rightPage);
+
+    public void adjustMBR();
+
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java
new file mode 100644
index 0000000..892b715
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeInteriorFrame.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.impls.PathList;
+
+public interface IRTreeInteriorFrame extends IRTreeFrame {
+
+    public int findBestChild(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+    public boolean checkIfEnlarementIsNeeded(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+    public int getChildPageId(int tupleIndex);
+
+    public int getChildPageIdIfIntersect(ITupleReference tuple, int tupleIndex, MultiComparator cmp)
+            throws HyracksDataException;
+
+    public int findTupleByPointer(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+    public int findTupleByPointer(ITupleReference tuple, PathList traverseList, int parentIndex, MultiComparator cmp)
+            throws HyracksDataException;
+
+    public void adjustKey(ITupleReference tuple, int tupleIndex, MultiComparator cmp) throws TreeIndexException;
+
+    public void enlarge(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java
new file mode 100644
index 0000000..4c68179
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreeLeafFrame.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.api;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IRTreeLeafFrame extends IRTreeFrame {
+
+    public int findTupleIndex(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException;
+
+    public boolean intersect(ITupleReference tuple, int tupleIndex, MultiComparator cmp) throws HyracksDataException;
+
+    public ITupleReference getBeforeTuple(ITupleReference tuple, int targetTupleIndex, MultiComparator cmp)
+            throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreePolicy.java
new file mode 100644
index 0000000..98118b2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/api/IRTreePolicy.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.api;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IRTreePolicy {
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey) throws HyracksDataException;
+
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java
new file mode 100644
index 0000000..a000580
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelper.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.TreeIndexDataflowHelper;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class RTreeDataflowHelper extends TreeIndexDataflowHelper {
+
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+
+    public RTreeDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            boolean durable) {
+        super(opDesc, ctx, partition, durable);
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance() throws HyracksDataException {
+        AbstractTreeIndexOperatorDescriptor treeOpDesc = (AbstractTreeIndexOperatorDescriptor) opDesc;
+        return RTreeUtils.createRTree(treeOpDesc.getStorageManager().getBufferCache(ctx), treeOpDesc
+                .getStorageManager().getFileMapProvider(ctx), treeOpDesc.getTreeIndexTypeTraits(),
+                valueProviderFactories, treeOpDesc.getTreeIndexComparatorFactories(), rtreePolicyType, file,
+                durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java
new file mode 100644
index 0000000..6e502e9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeDataflowHelperFactory.java
@@ -0,0 +1,49 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class RTreeDataflowHelperFactory implements IIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+    private final boolean durable;
+
+    public RTreeDataflowHelperFactory(IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, boolean durable) {
+        this.valueProviderFactories = valueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+        this.durable = durable;
+    }
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new RTreeDataflowHelper(opDesc, ctx, partition, valueProviderFactories, rtreePolicyType, durable);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
new file mode 100644
index 0000000..e1922d0
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorDescriptor.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.IOperatorNodePushable;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.INullWriterFactory;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.job.IOperatorDescriptorRegistry;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallbackFactory;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallbackFactory;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.file.NoOpLocalResourceFactoryProvider;
+
+public class RTreeSearchOperatorDescriptor extends AbstractTreeIndexOperatorDescriptor {
+
+    private static final long serialVersionUID = 1L;
+
+    protected int[] keyFields; // fields in input tuple to be used as keys
+    protected final int[] minFilterFieldIndexes;
+    protected final int[] maxFilterFieldIndexes;
+
+    public RTreeSearchOperatorDescriptor(IOperatorDescriptorRegistry spec, RecordDescriptor recDesc,
+            IStorageManagerInterface storageManager, IIndexLifecycleManagerProvider lifecycleManagerProvider,
+            IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] comparatorFactories, int[] keyFields,
+            IIndexDataflowHelperFactory dataflowHelperFactory, boolean retainInput, boolean retainNull,
+            INullWriterFactory nullWriterFactory, ISearchOperationCallbackFactory searchOpCallbackFactory,
+            int[] minFilterFieldIndexes, int[] maxFilterFieldIndexes) {
+
+        super(spec, 1, 1, recDesc, storageManager, lifecycleManagerProvider, fileSplitProvider, typeTraits,
+                comparatorFactories, null, dataflowHelperFactory, null, retainInput, retainNull, nullWriterFactory,
+                NoOpLocalResourceFactoryProvider.INSTANCE, searchOpCallbackFactory,
+                NoOpOperationCallbackFactory.INSTANCE);
+        this.keyFields = keyFields;
+        this.minFilterFieldIndexes = minFilterFieldIndexes;
+        this.maxFilterFieldIndexes = maxFilterFieldIndexes;
+    }
+
+    @Override
+    public IOperatorNodePushable createPushRuntime(final IHyracksTaskContext ctx,
+            IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
+        return new RTreeSearchOperatorNodePushable(this, ctx, partition, recordDescProvider, keyFields,
+                minFilterFieldIndexes, maxFilterFieldIndexes);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
new file mode 100644
index 0000000..21319e5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.dataflow;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IRecordDescriptorProvider;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
+import org.apache.hyracks.storage.am.common.dataflow.IndexSearchOperatorNodePushable;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class RTreeSearchOperatorNodePushable extends IndexSearchOperatorNodePushable {
+    protected PermutingFrameTupleReference searchKey;
+    protected MultiComparator cmp;
+
+    public RTreeSearchOperatorNodePushable(AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition, IRecordDescriptorProvider recordDescProvider, int[] keyFields, int[] minFilterFieldIndexes,
+            int[] maxFilterFieldIndexes) {
+        super(opDesc, ctx, partition, recordDescProvider, minFilterFieldIndexes, maxFilterFieldIndexes);
+        if (keyFields != null && keyFields.length > 0) {
+            searchKey = new PermutingFrameTupleReference();
+            searchKey.setFieldPermutation(keyFields);
+        }
+    }
+
+    @Override
+    protected ISearchPredicate createSearchPredicate() {
+        ITreeIndex treeIndex = (ITreeIndex) index;
+        cmp = RTreeUtils.getSearchMultiComparator(treeIndex.getComparatorFactories(), searchKey);
+        return new SearchPredicate(searchKey, cmp, minFilterKey, maxFilterKey);
+    }
+
+    @Override
+    protected void resetSearchPredicate(int tupleIndex) {
+        if (searchKey != null) {
+            searchKey.reset(accessor, tupleIndex);
+        }
+        if (minFilterKey != null) {
+            minFilterKey.reset(accessor, tupleIndex);
+        }
+        if (maxFilterKey != null) {
+            maxFilterKey.reset(accessor, tupleIndex);
+        }
+    }
+
+    @Override
+    protected int getFieldCount() {
+        return ((ITreeIndex)index).getFieldCount();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RStarTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RStarTreePolicy.java
new file mode 100644
index 0000000..a46f755
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RStarTreePolicy.java
@@ -0,0 +1,359 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreePolicy;
+import org.apache.hyracks.storage.am.rtree.impls.EntriesOrder;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSplitKey;
+import org.apache.hyracks.storage.am.rtree.impls.Rectangle;
+import org.apache.hyracks.storage.am.rtree.impls.TupleEntryArrayList;
+import org.apache.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class RStarTreePolicy implements IRTreePolicy {
+
+    private TupleEntryArrayList tupleEntries1;
+    private TupleEntryArrayList tupleEntries2;
+    private Rectangle[] rec;
+
+    private static final int nearMinimumOverlapFactor = 32;
+    private static final double splitFactor = 0.4;
+    private static final int numTuplesEntries = 100;
+
+    private final ITreeIndexTupleWriter tupleWriter;
+    private final IPrimitiveValueProvider[] keyValueProviders;
+    private ITreeIndexTupleReference cmpFrameTuple;
+    private final int totalFreeSpaceOff;
+
+    public RStarTreePolicy(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            ITreeIndexTupleReference cmpFrameTuple, int totalFreeSpaceOff) {
+        this.tupleWriter = tupleWriter;
+        this.keyValueProviders = keyValueProviders;
+        this.totalFreeSpaceOff = totalFreeSpaceOff;
+        this.cmpFrameTuple = cmpFrameTuple;
+        tupleEntries1 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
+        tupleEntries2 = new TupleEntryArrayList(numTuplesEntries, numTuplesEntries);
+        rec = new Rectangle[4];
+        for (int i = 0; i < 4; i++) {
+            rec[i] = new Rectangle(keyValueProviders.length / 2);
+        }
+    }
+
+    @Override
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey) throws HyracksDataException {
+        RTreeSplitKey rTreeSplitKey = ((RTreeSplitKey) splitKey);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterleftRTreeFrame = ((RTreeTypeAwareTupleWriter) tupleWriter);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterRightFrame = ((RTreeTypeAwareTupleWriter) rightFrame.getTupleWriter());
+
+        RTreeNSMFrame leftRTreeFrame = ((RTreeNSMFrame) leftFrame);
+
+        // calculations are based on the R*-tree paper
+        int m = (int) Math.floor((leftRTreeFrame.getTupleCount() + 1) * splitFactor);
+        int splitDistribution = leftRTreeFrame.getTupleCount() - (2 * m) + 2;
+
+        // to calculate the minimum margin in order to pick the split axis
+        double minMargin = Double.MAX_VALUE;
+        int splitAxis = 0, sortOrder = 0;
+
+        int maxFieldPos = keyValueProviders.length / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            for (int k = 0; k < leftRTreeFrame.getTupleCount(); ++k) {
+
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                double LowerKey = keyValueProviders[i]
+                        .getValue(frameTuple.getFieldData(i), frameTuple.getFieldStart(i));
+                double UpperKey = keyValueProviders[j]
+                        .getValue(frameTuple.getFieldData(j), frameTuple.getFieldStart(j));
+
+                tupleEntries1.add(k, LowerKey);
+                tupleEntries2.add(k, UpperKey);
+            }
+            double LowerKey = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+            double UpperKey = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
+
+            tupleEntries1.add(-1, LowerKey);
+            tupleEntries2.add(-1, UpperKey);
+
+            tupleEntries1.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+            tupleEntries2.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+
+            double lowerMargin = 0.0, upperMargin = 0.0;
+            // generate distribution
+            for (int k = 1; k <= splitDistribution; ++k) {
+                int d = m - 1 + k;
+
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[0], 0, d);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries2, rec[1], 0, d);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[2], d,
+                        leftRTreeFrame.getTupleCount() + 1);
+                generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries2, rec[3], d,
+                        leftRTreeFrame.getTupleCount() + 1);
+
+                // calculate the margin of the distributions
+                lowerMargin += rec[0].margin() + rec[2].margin();
+                upperMargin += rec[1].margin() + rec[3].margin();
+            }
+            double margin = Math.min(lowerMargin, upperMargin);
+
+            // store minimum margin as split axis
+            if (margin < minMargin) {
+                minMargin = margin;
+                splitAxis = i;
+                sortOrder = (lowerMargin < upperMargin) ? 0 : 2;
+            }
+
+            tupleEntries1.clear();
+            tupleEntries2.clear();
+        }
+
+        for (int i = 0; i < leftRTreeFrame.getTupleCount(); ++i) {
+            frameTuple.resetByTupleIndex(leftRTreeFrame, i);
+            double key = keyValueProviders[splitAxis + sortOrder].getValue(
+                    frameTuple.getFieldData(splitAxis + sortOrder), frameTuple.getFieldStart(splitAxis + sortOrder));
+            tupleEntries1.add(i, key);
+        }
+        double key = keyValueProviders[splitAxis + sortOrder].getValue(tuple.getFieldData(splitAxis + sortOrder),
+                tuple.getFieldStart(splitAxis + sortOrder));
+        tupleEntries1.add(-1, key);
+        tupleEntries1.sort(EntriesOrder.ASCENDING, leftRTreeFrame.getTupleCount() + 1);
+
+        double minArea = Double.MAX_VALUE;
+        double minOverlap = Double.MAX_VALUE;
+        int splitPoint = 0;
+        for (int i = 1; i <= splitDistribution; ++i) {
+            int d = m - 1 + i;
+
+            generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[0], 0, d);
+            generateDist(leftRTreeFrame, frameTuple, tuple, tupleEntries1, rec[2], d,
+                    leftRTreeFrame.getTupleCount() + 1);
+
+            double overlap = rec[0].overlappedArea(rec[2]);
+            if (overlap < minOverlap) {
+                splitPoint = d;
+                minOverlap = overlap;
+                minArea = rec[0].area() + rec[2].area();
+            } else if (overlap == minOverlap) {
+                double area = rec[0].area() + rec[2].area();
+                if (area < minArea) {
+                    splitPoint = d;
+                    minArea = area;
+                }
+            }
+        }
+        int startIndex, endIndex;
+        if (splitPoint < (leftRTreeFrame.getTupleCount() + 1) / 2) {
+            startIndex = 0;
+            endIndex = splitPoint;
+        } else {
+            startIndex = splitPoint;
+            endIndex = (leftRTreeFrame.getTupleCount() + 1);
+        }
+        boolean insertedNewTupleInRightFrame = false;
+        int totalBytes = 0, numOfDeletedTuples = 0;
+        for (int i = startIndex; i < endIndex; i++) {
+            if (tupleEntries1.get(i).getTupleIndex() != -1) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, tupleEntries1.get(i).getTupleIndex());
+                rightFrame.insert(frameTuple, -1);
+                ((UnorderedSlotManager) slotManager).modifySlot(
+                        slotManager.getSlotOff(tupleEntries1.get(i).getTupleIndex()), -1);
+                totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+                numOfDeletedTuples++;
+            } else {
+                insertedNewTupleInRightFrame = true;
+            }
+        }
+
+        ((UnorderedSlotManager) slotManager).deleteEmptySlots();
+
+        // maintain space information
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + totalBytes
+                + (slotManager.getSlotSize() * numOfDeletedTuples));
+
+        // compact both pages
+        rightFrame.compact();
+        leftRTreeFrame.compact();
+
+        // The assumption here is that the new tuple cannot be larger than page
+        // size, thus it must fit in either pages.
+        if (insertedNewTupleInRightFrame) {
+            if (rightFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                rightFrame.insert(tuple, -1);
+            } else {
+                leftRTreeFrame.insert(tuple, -1);
+            }
+        } else if (leftRTreeFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+            leftRTreeFrame.insert(tuple, -1);
+        } else {
+            rightFrame.insert(tuple, -1);
+        }
+
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, keyValueProviders.length);
+
+        splitKey.initData(splitKeySize);
+        leftRTreeFrame.adjustMBR();
+        rTreeTupleWriterleftRTreeFrame.writeTupleFields(leftRTreeFrame.getMBRTuples(), 0,
+                rTreeSplitKey.getLeftPageBuffer(), 0);
+        rTreeSplitKey.getLeftTuple().resetByTupleOffset(rTreeSplitKey.getLeftPageBuffer(), 0);
+
+        ((IRTreeFrame) rightFrame).adjustMBR();
+        rTreeTupleWriterRightFrame.writeTupleFields(((RTreeNSMFrame) rightFrame).getMBRTuples(), 0,
+                rTreeSplitKey.getRightPageBuffer(), 0);
+        rTreeSplitKey.getRightTuple().resetByTupleOffset(rTreeSplitKey.getRightPageBuffer(), 0);
+
+        tupleEntries1.clear();
+        tupleEntries2.clear();
+    }
+
+    public void generateDist(ITreeIndexFrame leftRTreeFrame, ITreeIndexTupleReference frameTuple,
+            ITupleReference tuple, TupleEntryArrayList entries, Rectangle rec, int start, int end) {
+        int j = 0;
+        while (entries.get(j).getTupleIndex() == -1) {
+            j++;
+        }
+        frameTuple.resetByTupleIndex(leftRTreeFrame, entries.get(j).getTupleIndex());
+        rec.set(frameTuple, keyValueProviders);
+        for (int i = start; i < end; ++i) {
+            if (i != j) {
+                if (entries.get(i).getTupleIndex() != -1) {
+                    frameTuple.resetByTupleIndex(leftRTreeFrame, entries.get(i).getTupleIndex());
+                    rec.enlarge(frameTuple, keyValueProviders);
+                } else {
+                    rec.enlarge(tuple, keyValueProviders);
+                }
+            }
+        }
+    }
+
+    @Override
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp) throws HyracksDataException {
+        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+
+        int bestChild = 0;
+        double minEnlargedArea = Double.MAX_VALUE;
+
+        // the children pointers in the node point to leaves
+        if (frame.getLevel() == 1) {
+            // find least overlap enlargement, use minimum enlarged area to
+            // break tie, if tie still exists use minimum area to break it
+            for (int i = 0; i < frame.getTupleCount(); ++i) {
+                frameTuple.resetByTupleIndex(frame, i);
+                double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+                tupleEntries1.add(i, enlargedArea);
+                if (enlargedArea < minEnlargedArea) {
+                    minEnlargedArea = enlargedArea;
+                    bestChild = i;
+                }
+            }
+            if (minEnlargedArea < RTreeNSMFrame.doubleEpsilon() || minEnlargedArea > RTreeNSMFrame.doubleEpsilon()) {
+                minEnlargedArea = Double.MAX_VALUE;
+                int k;
+                if (frame.getTupleCount() > nearMinimumOverlapFactor) {
+                    // sort the entries based on their area enlargement needed
+                    // to include the object
+                    tupleEntries1.sort(EntriesOrder.ASCENDING, frame.getTupleCount());
+                    k = nearMinimumOverlapFactor;
+                } else {
+                    k = frame.getTupleCount();
+                }
+
+                double minOverlap = Double.MAX_VALUE;
+                int id = 0;
+                for (int i = 0; i < k; ++i) {
+                    double difference = 0.0;
+                    for (int j = 0; j < frame.getTupleCount(); ++j) {
+                        frameTuple.resetByTupleIndex(frame, j);
+                        cmpFrameTuple.resetByTupleIndex(frame, tupleEntries1.get(i).getTupleIndex());
+
+                        int c = ((RTreeNSMInteriorFrame) frame).pointerCmp(frameTuple, cmpFrameTuple, cmp);
+                        if (c != 0) {
+                            double intersection = RTreeComputationUtils.overlappedArea(frameTuple, tuple,
+                                    cmpFrameTuple, cmp, keyValueProviders);
+                            if (intersection != 0.0) {
+                                difference += intersection
+                                        - RTreeComputationUtils.overlappedArea(frameTuple, null, cmpFrameTuple, cmp,
+                                                keyValueProviders);
+                            }
+                        } else {
+                            id = j;
+                        }
+                    }
+
+                    double enlargedArea = RTreeComputationUtils.enlargedArea(cmpFrameTuple, tuple, cmp,
+                            keyValueProviders);
+                    if (difference < minOverlap) {
+                        minOverlap = difference;
+                        minEnlargedArea = enlargedArea;
+                        bestChild = id;
+                    } else if (difference == minOverlap) {
+                        if (enlargedArea < minEnlargedArea) {
+                            minEnlargedArea = enlargedArea;
+                            bestChild = id;
+                        } else if (enlargedArea == minEnlargedArea) {
+                            double area = RTreeComputationUtils.area(cmpFrameTuple, cmp, keyValueProviders);
+                            frameTuple.resetByTupleIndex(frame, bestChild);
+                            double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                            if (area < minArea) {
+                                bestChild = id;
+                            }
+                        }
+                    }
+                }
+            }
+        } else { // find minimum enlarged area, use minimum area to break tie
+            for (int i = 0; i < frame.getTupleCount(); i++) {
+                frameTuple.resetByTupleIndex(frame, i);
+                double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+                if (enlargedArea < minEnlargedArea) {
+                    minEnlargedArea = enlargedArea;
+                    bestChild = i;
+                } else if (enlargedArea == minEnlargedArea) {
+                    double area = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                    frameTuple.resetByTupleIndex(frame, bestChild);
+                    double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                    if (area < minArea) {
+                        bestChild = i;
+                    }
+                }
+            }
+        }
+        tupleEntries1.clear();
+
+        return bestChild;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java
new file mode 100644
index 0000000..80c3e32
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeComputationUtils.java
@@ -0,0 +1,143 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class RTreeComputationUtils {
+
+    public static double enlargedArea(ITupleReference tuple, ITupleReference tupleToBeInserted, MultiComparator cmp,
+            IPrimitiveValueProvider[] keyValueProviders) throws HyracksDataException {
+        double areaBeforeEnlarge = RTreeComputationUtils.area(tuple, cmp, keyValueProviders);
+        double areaAfterEnlarge = 1.0;
+
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            double pHigh, pLow;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tupleToBeInserted.getFieldData(i), tupleToBeInserted.getFieldStart(i),
+                    tupleToBeInserted.getFieldLength(i));
+            if (c < 0) {
+                pLow = keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+            } else {
+                pLow = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                        tupleToBeInserted.getFieldStart(i));
+            }
+
+            c = cmp.getComparators()[j].compare(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j),
+                    tupleToBeInserted.getFieldData(j), tupleToBeInserted.getFieldStart(j),
+                    tupleToBeInserted.getFieldLength(j));
+            if (c > 0) {
+                pHigh = keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j));
+            } else {
+                pHigh = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                        tupleToBeInserted.getFieldStart(j));
+            }
+            areaAfterEnlarge *= pHigh - pLow;
+        }
+        return areaAfterEnlarge - areaBeforeEnlarge;
+    }
+
+    public static double overlappedArea(ITupleReference tuple1, ITupleReference tupleToBeInserted,
+            ITupleReference tuple2, MultiComparator cmp, IPrimitiveValueProvider[] keyValueProviders)
+            throws HyracksDataException {
+        double area = 1.0;
+        double f1, f2;
+
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            double pHigh1, pLow1;
+            if (tupleToBeInserted != null) {
+                int c = cmp.getComparators()[i].compare(tuple1.getFieldData(i), tuple1.getFieldStart(i),
+                        tuple1.getFieldLength(i), tupleToBeInserted.getFieldData(i),
+                        tupleToBeInserted.getFieldStart(i), tupleToBeInserted.getFieldLength(i));
+                if (c < 0) {
+                    pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
+                } else {
+                    pLow1 = keyValueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                            tupleToBeInserted.getFieldStart(i));
+                }
+
+                c = cmp.getComparators()[j].compare(tuple1.getFieldData(j), tuple1.getFieldStart(j),
+                        tuple1.getFieldLength(j), tupleToBeInserted.getFieldData(j),
+                        tupleToBeInserted.getFieldStart(j), tupleToBeInserted.getFieldLength(j));
+                if (c > 0) {
+                    pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
+                } else {
+                    pHigh1 = keyValueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                            tupleToBeInserted.getFieldStart(j));
+                }
+            } else {
+                pLow1 = keyValueProviders[i].getValue(tuple1.getFieldData(i), tuple1.getFieldStart(i));
+                pHigh1 = keyValueProviders[j].getValue(tuple1.getFieldData(j), tuple1.getFieldStart(j));
+            }
+
+            double pLow2 = keyValueProviders[i].getValue(tuple2.getFieldData(i), tuple2.getFieldStart(i));
+            double pHigh2 = keyValueProviders[j].getValue(tuple2.getFieldData(j), tuple2.getFieldStart(j));
+
+            if (pLow1 > pHigh2 || pHigh1 < pLow2) {
+                return 0.0;
+            }
+
+            f1 = Math.max(pLow1, pLow2);
+            f2 = Math.min(pHigh1, pHigh2);
+            area *= f2 - f1;
+        }
+        return area;
+    }
+
+    public static double area(ITupleReference tuple, MultiComparator cmp, IPrimitiveValueProvider[] keyValueProviders) {
+        double area = 1.0;
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            area *= keyValueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j))
+                    - keyValueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i));
+        }
+        return area;
+    }
+
+    public static boolean containsRegion(ITupleReference tuple1, ITupleReference tuple2, MultiComparator cmp,
+            IPrimitiveValueProvider[] keyValueProviders) throws HyracksDataException {
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i]
+                    .compare(tuple1.getFieldData(i), tuple1.getFieldStart(i), tuple1.getFieldLength(i),
+                            tuple2.getFieldData(i), tuple2.getFieldStart(i), tuple2.getFieldLength(i));
+            if (c > 0) {
+                return false;
+            }
+
+            c = cmp.getComparators()[j]
+                    .compare(tuple1.getFieldData(j), tuple1.getFieldStart(j), tuple1.getFieldLength(j),
+                            tuple2.getFieldData(j), tuple2.getFieldStart(j), tuple2.getFieldLength(j));
+            if (c < 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java
new file mode 100644
index 0000000..747e5a8
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMFrame.java
@@ -0,0 +1,167 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.frames.TreeIndexNSMFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreePolicy;
+import org.apache.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
+
+public abstract class RTreeNSMFrame extends TreeIndexNSMFrame implements IRTreeFrame {
+    protected static final int pageNsnOff = smFlagOff + 1;
+    protected static final int rightPageOff = pageNsnOff + 8;
+
+    protected ITreeIndexTupleReference[] mbrTuples;
+    protected ITreeIndexTupleReference cmpFrameTuple;
+
+    private static final double doubleEpsilon = computeDoubleEpsilon();
+    protected final IPrimitiveValueProvider[] keyValueProviders;
+
+    protected IRTreePolicy rtreePolicy;
+
+    public RTreeNSMFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
+        super(tupleWriter, new UnorderedSlotManager());
+        this.mbrTuples = new ITreeIndexTupleReference[keyValueProviders.length];
+        for (int i = 0; i < keyValueProviders.length; i++) {
+            this.mbrTuples[i] = tupleWriter.createTupleReference();
+        }
+        cmpFrameTuple = tupleWriter.createTupleReference();
+        this.keyValueProviders = keyValueProviders;
+
+        if (rtreePolicyType == RTreePolicyType.RTREE) {
+            rtreePolicy = new RTreePolicy(tupleWriter, keyValueProviders, cmpFrameTuple, totalFreeSpaceOff);
+        } else {
+            rtreePolicy = new RStarTreePolicy(tupleWriter, keyValueProviders, cmpFrameTuple, totalFreeSpaceOff);
+        }
+    }
+
+    private static double computeDoubleEpsilon() {
+        double doubleEpsilon = 1.0;
+
+        do {
+            doubleEpsilon /= 2.0;
+        } while (1.0 + (doubleEpsilon / 2.0) != 1.0);
+        return doubleEpsilon;
+    }
+
+    public static double doubleEpsilon() {
+        return doubleEpsilon;
+    }
+
+    @Override
+    public void initBuffer(byte level) {
+        super.initBuffer(level);
+        buf.putLong(pageNsnOff, 0);
+        buf.putInt(rightPageOff, -1);
+    }
+
+    public void setTupleCount(int tupleCount) {
+        buf.putInt(tupleCountOff, tupleCount);
+    }
+
+    @Override
+    public void setPageNsn(long pageNsn) {
+        buf.putLong(pageNsnOff, pageNsn);
+    }
+
+    @Override
+    public long getPageNsn() {
+        return buf.getLong(pageNsnOff);
+    }
+
+    @Override
+    protected void resetSpaceParams() {
+        buf.putInt(freeSpaceOff, rightPageOff + 4);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - (rightPageOff + 4));
+    }
+
+    @Override
+    public int getRightPage() {
+        return buf.getInt(rightPageOff);
+    }
+
+    @Override
+    public void setRightPage(int rightPage) {
+        buf.putInt(rightPageOff, rightPage);
+    }
+
+    public ITreeIndexTupleReference[] getMBRTuples() {
+        return mbrTuples;
+    }
+
+    @Override
+    public void split(ITreeIndexFrame rightFrame, ITupleReference tuple, ISplitKey splitKey)
+            throws HyracksDataException {
+        rtreePolicy.split(this, buf, rightFrame, slotManager, frameTuple, tuple, splitKey);
+    }
+
+    abstract public int getTupleSize(ITupleReference tuple);
+
+    protected void calculateMBRImpl(ITreeIndexTupleReference[] tuples) {
+        int maxFieldPos = keyValueProviders.length / 2;
+        for (int i = 1; i < getTupleCount(); i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            for (int j = 0; j < maxFieldPos; j++) {
+                int k = maxFieldPos + j;
+                double valA = keyValueProviders[j].getValue(frameTuple.getFieldData(j), frameTuple.getFieldStart(j));
+                double valB = keyValueProviders[j].getValue(tuples[j].getFieldData(j), tuples[j].getFieldStart(j));
+                if (valA < valB) {
+                    tuples[j].resetByTupleIndex(this, i);
+                }
+                valA = keyValueProviders[k].getValue(frameTuple.getFieldData(k), frameTuple.getFieldStart(k));
+                valB = keyValueProviders[k].getValue(tuples[k].getFieldData(k), tuples[k].getFieldStart(k));
+                if (valA > valB) {
+                    tuples[k].resetByTupleIndex(this, i);
+                }
+            }
+        }
+    }
+
+    @Override
+    public void adjustMBR() {
+        for (int i = 0; i < mbrTuples.length; i++) {
+            mbrTuples[i].setFieldCount(getFieldCount());
+            mbrTuples[i].resetByTupleIndex(this, 0);
+        }
+
+        calculateMBRImpl(mbrTuples);
+    }
+
+    public abstract int getFieldCount();
+
+    @Override
+    public int getPageHeaderSize() {
+        return rightPageOff + 4;
+    }
+
+    @Override
+    public void setMultiComparator(MultiComparator cmp) {
+        // currently, R-Tree Frames are unsorted
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java
new file mode 100644
index 0000000..5c2e95e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrame.java
@@ -0,0 +1,313 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import java.util.ArrayList;
+import java.util.Collections;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.frames.AbstractSlotManager;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.ophelpers.SlotOffTupleOff;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.impls.PathList;
+
+public class RTreeNSMInteriorFrame extends RTreeNSMFrame implements IRTreeInteriorFrame {
+
+    public static final int childPtrSize = 4;
+    private IBinaryComparator childPtrCmp = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY)
+            .createBinaryComparator();
+    private final int keyFieldCount;
+
+    public RTreeNSMInteriorFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
+        super(tupleWriter, keyValueProviders, rtreePolicyType);
+        keyFieldCount = keyValueProviders.length;
+        frameTuple.setFieldCount(keyFieldCount);
+    }
+
+    @Override
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + childPtrSize + slotManager.getSlotSize();
+    }
+
+    @Override
+    public int findBestChild(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        int bestChild = rtreePolicy.findBestChildPosition(this, tuple, frameTuple, cmp);
+        frameTuple.resetByTupleIndex(this, bestChild);
+        return buf.getInt(getChildPointerOff(frameTuple));
+    }
+
+    // frameTuple is assumed to have the tuple to be tested against.
+    @Override
+    public boolean checkIfEnlarementIsNeeded(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        return !RTreeComputationUtils.containsRegion(frameTuple, tuple, cmp, keyValueProviders);
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        ITreeIndexTupleReference tuple = tupleWriter.createTupleReference();
+        tuple.setFieldCount(keyFieldCount);
+        return tuple;
+    }
+
+    @Override
+    public int findTupleByPointer(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        for (int i = 0; i < getTupleCount(); i++) {
+            frameTuple.resetByTupleIndex(this, i);
+            int c = pointerCmp(frameTuple, tuple, cmp);
+            if (c == 0) {
+                return i;
+            }
+        }
+        return -1;
+    }
+
+    @Override
+    public int getChildPageId(int tupleIndex) {
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+        return buf.getInt(getChildPointerOff(frameTuple));
+    }
+
+    @Override
+    public int getChildPageIdIfIntersect(ITupleReference tuple, int tupleIndex, MultiComparator cmp)
+            throws HyracksDataException {
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), frameTuple.getFieldData(j), frameTuple.getFieldStart(j),
+                    frameTuple.getFieldLength(j));
+            if (c > 0) {
+                return -1;
+            }
+            c = cmp.getComparators()[i].compare(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j),
+                    frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+            if (c < 0) {
+                return -1;
+            }
+        }
+        return buf.getInt(getChildPointerOff(frameTuple));
+    }
+
+    @Override
+    public int findTupleByPointer(ITupleReference tuple, PathList traverseList, int parentIndex, MultiComparator cmp)
+            throws HyracksDataException {
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        for (int i = 0; i < getTupleCount(); i++) {
+            frameTuple.resetByTupleIndex(this, i);
+
+            int c = pointerCmp(frameTuple, tuple, cmp);
+            if (c == 0) {
+                return i;
+            } else {
+                int pageId = IntegerPointable.getInteger(frameTuple.getFieldData(cmp.getKeyFieldCount() - 1), getChildPointerOff(frameTuple));
+                traverseList.add(pageId, -1, parentIndex);
+            }
+        }
+        return -1;
+    }
+
+    @Override
+    public boolean compact() {
+        resetSpaceParams();
+
+        int tupleCount = buf.getInt(tupleCountOff);
+        int freeSpace = buf.getInt(freeSpaceOff);
+
+        ArrayList<SlotOffTupleOff> sortedTupleOffs = new ArrayList<SlotOffTupleOff>();
+        sortedTupleOffs.ensureCapacity(tupleCount);
+        for (int i = 0; i < tupleCount; i++) {
+            int slotOff = slotManager.getSlotOff(i);
+            int tupleOff = slotManager.getTupleOff(slotOff);
+            sortedTupleOffs.add(new SlotOffTupleOff(i, slotOff, tupleOff));
+        }
+        Collections.sort(sortedTupleOffs);
+
+        for (int i = 0; i < sortedTupleOffs.size(); i++) {
+            int tupleOff = sortedTupleOffs.get(i).tupleOff;
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+
+            int tupleEndOff = frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+                    + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1);
+            int tupleLength = tupleEndOff - tupleOff + childPtrSize;
+            System.arraycopy(buf.array(), tupleOff, buf.array(), freeSpace, tupleLength);
+
+            slotManager.setSlot(sortedTupleOffs.get(i).slotOff, freeSpace);
+            freeSpace += tupleLength;
+        }
+
+        buf.putInt(freeSpaceOff, freeSpace);
+        buf.putInt(totalFreeSpaceOff, buf.capacity() - freeSpace - tupleCount * slotManager.getSlotSize());
+
+        return false;
+    }
+
+    @Override
+    public FrameOpSpaceStatus hasSpaceInsert(ITupleReference tuple) {
+        int bytesRequired = tupleWriter.bytesRequired(tuple) + childPtrSize;
+        if (bytesRequired + slotManager.getSlotSize() <= buf.capacity() - buf.getInt(freeSpaceOff)
+                - (buf.getInt(tupleCountOff) * slotManager.getSlotSize()))
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        else if (bytesRequired + slotManager.getSlotSize() <= buf.getInt(totalFreeSpaceOff))
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        else
+            return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    public FrameOpSpaceStatus hasSpaceInsert(int bytesRequired) {
+        if (bytesRequired + slotManager.getSlotSize() <= buf.capacity() - buf.getInt(freeSpaceOff)
+                - (buf.getInt(tupleCountOff) * slotManager.getSlotSize()))
+            return FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE;
+        else if (bytesRequired + slotManager.getSlotSize() <= buf.getInt(totalFreeSpaceOff))
+            return FrameOpSpaceStatus.SUFFICIENT_SPACE;
+        else
+            return FrameOpSpaceStatus.INSUFFICIENT_SPACE;
+    }
+
+    @Override
+    public void adjustKey(ITupleReference tuple, int tupleIndex, MultiComparator cmp) throws TreeIndexException {
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        if (tupleIndex == -1) {
+            try {
+                tupleIndex = findTupleByPointer(tuple, cmp);
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            }
+        }
+        if (tupleIndex != -1) {
+            tupleWriter.writeTuple(tuple, buf.array(), getTupleOffset(tupleIndex));
+        } else {
+            throw new TreeIndexException("Error: Faild to find a tuple in a page");
+
+        }
+
+    }
+
+    protected int pointerCmp(ITupleReference tupleA, ITupleReference tupleB, MultiComparator cmp)
+            throws HyracksDataException {
+        return childPtrCmp
+                .compare(tupleA.getFieldData(cmp.getKeyFieldCount() - 1), getChildPointerOff(tupleA), childPtrSize,
+                        tupleB.getFieldData(cmp.getKeyFieldCount() - 1), getChildPointerOff(tupleB), childPtrSize);
+    }
+
+    public int getTupleSize(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + childPtrSize;
+    }
+
+    private int getChildPointerOff(ITupleReference tuple) {
+        return tuple.getFieldStart(tuple.getFieldCount() - 1) + tuple.getFieldLength(tuple.getFieldCount() - 1);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        frameTuple.setFieldCount(tuple.getFieldCount());
+        slotManager.insertSlot(AbstractSlotManager.GREATEST_KEY_INDICATOR, buf.getInt(freeSpaceOff));
+        int freeSpace = buf.getInt(freeSpaceOff);
+        int bytesWritten = tupleWriter.writeTupleFields(tuple, 0, tuple.getFieldCount(), buf.array(), freeSpace);
+        System.arraycopy(tuple.getFieldData(tuple.getFieldCount() - 1), getChildPointerOff(tuple), buf.array(),
+                freeSpace + bytesWritten, childPtrSize);
+        int tupleSize = bytesWritten + childPtrSize;
+
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + tupleSize);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - tupleSize - slotManager.getSlotSize());
+
+    }
+
+    @Override
+    public void delete(int tupleIndex, MultiComparator cmp) {
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        int slotOff = slotManager.getSlotOff(tupleIndex);
+
+        int tupleOff = slotManager.getTupleOff(slotOff);
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int tupleSize = tupleWriter.bytesRequired(frameTuple);
+
+        // perform deletion (we just do a memcpy to overwrite the slot)
+        int slotStartOff = slotManager.getSlotEndOff();
+        int length = slotOff - slotStartOff;
+        System.arraycopy(buf.array(), slotStartOff, buf.array(), slotStartOff + slotManager.getSlotSize(), length);
+
+        // maintain space information
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff,
+                buf.getInt(totalFreeSpaceOff) + tupleSize + childPtrSize + slotManager.getSlotSize());
+    }
+
+    @Override
+    public void enlarge(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(frameTuple.getFieldData(i), frameTuple.getFieldStart(i),
+                    frameTuple.getFieldLength(i), tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            if (c > 0) {
+                System.arraycopy(tuple.getFieldData(i), tuple.getFieldStart(i), frameTuple.getFieldData(i),
+                        frameTuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+            c = cmp.getComparators()[j].compare(frameTuple.getFieldData(j), frameTuple.getFieldStart(j),
+                    frameTuple.getFieldLength(j), tuple.getFieldData(j), tuple.getFieldStart(j),
+                    tuple.getFieldLength(j));
+            if (c < 0) {
+                System.arraycopy(tuple.getFieldData(j), tuple.getFieldStart(j), frameTuple.getFieldData(j),
+                        frameTuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+    }
+
+    // For debugging.
+    public ArrayList<Integer> getChildren(MultiComparator cmp) {
+        ArrayList<Integer> ret = new ArrayList<Integer>();
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+        int tupleCount = buf.getInt(tupleCountOff);
+        for (int i = 0; i < tupleCount; i++) {
+            int tupleOff = slotManager.getTupleOff(slotManager.getSlotOff(i));
+            frameTuple.resetByTupleOffset(buf, tupleOff);
+            int intVal = IntegerPointable.getInteger(buf.array(), frameTuple.getFieldStart(frameTuple.getFieldCount() - 1)
+            + frameTuple.getFieldLength(frameTuple.getFieldCount() - 1));
+            ret.add(intVal);
+        }
+        return ret;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return keyValueProviders.length;
+    }
+
+    public int getChildPointerSize() {
+        return childPtrSize;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java
new file mode 100644
index 0000000..19ba91e
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMInteriorFrameFactory.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+
+public class RTreeNSMInteriorFrameFactory implements ITreeIndexFrameFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+    private final IPrimitiveValueProviderFactory[] keyValueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+
+    public RTreeNSMInteriorFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            IPrimitiveValueProviderFactory[] keyValueProviderFactories, RTreePolicyType rtreePolicyType) {
+        this.tupleWriterFactory = tupleWriterFactory;
+        if (keyValueProviderFactories.length % 2 != 0) {
+            throw new IllegalArgumentException("The key has different number of dimensions.");
+        }
+        this.keyValueProviderFactories = keyValueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+    }
+
+    @Override
+    public IRTreeInteriorFrame createFrame() {
+        IPrimitiveValueProvider[] keyValueProviders = new IPrimitiveValueProvider[keyValueProviderFactories.length];
+        for (int i = 0; i < keyValueProviders.length; i++) {
+            keyValueProviders[i] = keyValueProviderFactories[i].createPrimitiveValueProvider();
+        }
+        return new RTreeNSMInteriorFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders, rtreePolicyType);
+    }
+
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java
new file mode 100644
index 0000000..591ce67
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrame.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+
+public class RTreeNSMLeafFrame extends RTreeNSMFrame implements IRTreeLeafFrame {
+
+    public RTreeNSMLeafFrame(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            RTreePolicyType rtreePolicyType) {
+        super(tupleWriter, keyValueProviders, rtreePolicyType);
+    }
+
+    @Override
+    public int getBytesRequiredToWriteTuple(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple) + slotManager.getSlotSize();
+    }
+
+    @Override
+    public ITreeIndexTupleReference createTupleReference() {
+        return tupleWriter.createTupleReference();
+    }
+
+    @Override
+    public int findTupleIndex(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        return slotManager.findTupleIndex(tuple, frameTuple, cmp, null, null);
+    }
+
+    @Override
+    public boolean intersect(ITupleReference tuple, int tupleIndex, MultiComparator cmp) throws HyracksDataException {
+        frameTuple.resetByTupleIndex(this, tupleIndex);
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), frameTuple.getFieldData(j), frameTuple.getFieldStart(j),
+                    frameTuple.getFieldLength(j));
+            if (c > 0) {
+                return false;
+            }
+            c = cmp.getComparators()[i].compare(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j),
+                    frameTuple.getFieldData(i), frameTuple.getFieldStart(i), frameTuple.getFieldLength(i));
+
+            if (c < 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    public int getTupleSize(ITupleReference tuple) {
+        return tupleWriter.bytesRequired(tuple);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple, int tupleIndex) {
+        slotManager.insertSlot(-1, buf.getInt(freeSpaceOff));
+        int bytesWritten = tupleWriter.writeTuple(tuple, buf.array(), buf.getInt(freeSpaceOff));
+
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) + 1);
+        buf.putInt(freeSpaceOff, buf.getInt(freeSpaceOff) + bytesWritten);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) - bytesWritten - slotManager.getSlotSize());
+    }
+
+    @Override
+    public void delete(int tupleIndex, MultiComparator cmp) {
+        int slotOff = slotManager.getSlotOff(tupleIndex);
+
+        int tupleOff = slotManager.getTupleOff(slotOff);
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int tupleSize = tupleWriter.bytesRequired(frameTuple);
+
+        // perform deletion (we just do a memcpy to overwrite the slot)
+        int slotStartOff = slotManager.getSlotEndOff();
+        int length = slotOff - slotStartOff;
+        System.arraycopy(buf.array(), slotStartOff, buf.array(), slotStartOff + slotManager.getSlotSize(), length);
+
+        // maintain space information
+        buf.putInt(tupleCountOff, buf.getInt(tupleCountOff) - 1);
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + tupleSize + slotManager.getSlotSize());
+    }
+
+    @Override
+    public int getFieldCount() {
+        return frameTuple.getFieldCount();
+    }
+
+    public ITupleReference getBeforeTuple(ITupleReference tuple, int targetTupleIndex, MultiComparator cmp)
+            throws HyracksDataException {
+        // Examine the tuple index to determine whether it is valid or not.
+        if (targetTupleIndex != slotManager.getGreatestKeyIndicator()) {
+            // We need to check the key to determine whether it's an insert or an update.
+            frameTuple.resetByTupleIndex(this, targetTupleIndex);
+            if (cmp.compare(tuple, frameTuple) == 0) {
+                // The keys match, it's an update.
+                return frameTuple;
+            }
+        }
+        // Either the tuple index is a special indicator, or the keys don't match.
+        // In those cases, we are definitely dealing with an insert.
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java
new file mode 100644
index 0000000..0b7480b
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreeNSMLeafFrameFactory.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+
+public class RTreeNSMLeafFrameFactory implements ITreeIndexFrameFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final ITreeIndexTupleWriterFactory tupleWriterFactory;
+    private final IPrimitiveValueProviderFactory[] keyValueProviderFactories;
+    private final RTreePolicyType rtreePolicyType;
+
+    public RTreeNSMLeafFrameFactory(ITreeIndexTupleWriterFactory tupleWriterFactory,
+            IPrimitiveValueProviderFactory[] keyValueProviderFactories, RTreePolicyType rtreePolicyType) {
+        this.tupleWriterFactory = tupleWriterFactory;
+        if (keyValueProviderFactories.length % 2 != 0) {
+            throw new IllegalArgumentException("The key has different number of dimensions.");
+        }
+        this.keyValueProviderFactories = keyValueProviderFactories;
+        this.rtreePolicyType = rtreePolicyType;
+    }
+
+    @Override
+    public IRTreeLeafFrame createFrame() {
+        IPrimitiveValueProvider[] keyValueProviders = new IPrimitiveValueProvider[keyValueProviderFactories.length];
+        for (int i = 0; i < keyValueProviders.length; i++) {
+            keyValueProviders[i] = keyValueProviderFactories[i].createPrimitiveValueProvider();
+        }
+        return new RTreeNSMLeafFrame(tupleWriterFactory.createTupleWriter(), keyValueProviders, rtreePolicyType);
+    }
+
+    @Override
+    public ITreeIndexTupleWriterFactory getTupleWriterFactory() {
+        return tupleWriterFactory;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicy.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicy.java
new file mode 100644
index 0000000..2ca9548
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicy.java
@@ -0,0 +1,237 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.ISlotManager;
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreePolicy;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSplitKey;
+import org.apache.hyracks.storage.am.rtree.impls.Rectangle;
+import org.apache.hyracks.storage.am.rtree.impls.UnorderedSlotManager;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+
+public class RTreePolicy implements IRTreePolicy {
+
+    private Rectangle[] rec;
+
+    private final ITreeIndexTupleWriter tupleWriter;
+    private final IPrimitiveValueProvider[] keyValueProviders;
+    private ITreeIndexTupleReference cmpFrameTuple;
+    private final int totalFreeSpaceOff;
+
+    public RTreePolicy(ITreeIndexTupleWriter tupleWriter, IPrimitiveValueProvider[] keyValueProviders,
+            ITreeIndexTupleReference cmpFrameTuple, int totalFreeSpaceOff) {
+        this.tupleWriter = tupleWriter;
+        this.keyValueProviders = keyValueProviders;
+        this.cmpFrameTuple = cmpFrameTuple;
+        this.totalFreeSpaceOff = totalFreeSpaceOff;
+
+        rec = new Rectangle[2];
+        for (int i = 0; i < 2; i++) {
+            rec[i] = new Rectangle(keyValueProviders.length / 2);
+        }
+    }
+
+    @Override
+    public void split(ITreeIndexFrame leftFrame, ByteBuffer buf, ITreeIndexFrame rightFrame, ISlotManager slotManager,
+            ITreeIndexTupleReference frameTuple, ITupleReference tuple, ISplitKey splitKey) throws HyracksDataException {
+        RTreeSplitKey rTreeSplitKey = ((RTreeSplitKey) splitKey);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterLeftFrame = ((RTreeTypeAwareTupleWriter) tupleWriter);
+        RTreeTypeAwareTupleWriter rTreeTupleWriterRightFrame = ((RTreeTypeAwareTupleWriter) rightFrame.getTupleWriter());
+
+        RTreeNSMFrame leftRTreeFrame = ((RTreeNSMFrame) leftFrame);
+
+        double separation = Double.NEGATIVE_INFINITY;
+        int seed1 = 0, seed2 = 0;
+        int maxFieldPos = keyValueProviders.length / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            frameTuple.resetByTupleIndex(leftRTreeFrame, 0);
+            double leastLowerValue = keyValueProviders[i].getValue(frameTuple.getFieldData(i),
+                    frameTuple.getFieldStart(i));
+            double greatestUpperValue = keyValueProviders[j].getValue(frameTuple.getFieldData(j),
+                    frameTuple.getFieldStart(j));
+            double leastUpperValue = leastLowerValue;
+            double greatestLowerValue = greatestUpperValue;
+            int leastUpperIndex = 0;
+            int greatestLowerIndex = 0;
+            double width;
+
+            int tupleCount = leftRTreeFrame.getTupleCount();
+            for (int k = 1; k < tupleCount; ++k) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                double lowerValue = keyValueProviders[i].getValue(frameTuple.getFieldData(i),
+                        frameTuple.getFieldStart(i));
+                if (lowerValue > greatestLowerValue) {
+                    greatestLowerIndex = k;
+                    cmpFrameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                    greatestLowerValue = keyValueProviders[i].getValue(cmpFrameTuple.getFieldData(i),
+                            cmpFrameTuple.getFieldStart(i));
+                }
+                double higherValue = keyValueProviders[j].getValue(frameTuple.getFieldData(j),
+                        frameTuple.getFieldStart(j));
+                if (higherValue < leastUpperValue) {
+                    leastUpperIndex = k;
+                    cmpFrameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                    leastUpperValue = keyValueProviders[j].getValue(cmpFrameTuple.getFieldData(j),
+                            cmpFrameTuple.getFieldStart(j));
+                }
+
+                leastLowerValue = Math.min(lowerValue, leastLowerValue);
+                greatestUpperValue = Math.max(higherValue, greatestUpperValue);
+            }
+
+            width = greatestUpperValue - leastLowerValue;
+            if (width <= 0) {
+                width = 1;
+            }
+
+            double f = (greatestLowerValue - leastUpperValue) / width;
+
+            if (f > separation) {
+                seed1 = leastUpperIndex;
+                seed2 = greatestLowerIndex;
+                separation = f;
+            }
+        }
+
+        if (seed1 == seed2) {
+            if (seed1 == 0) {
+                seed2 = 1;
+            } else {
+                --seed2;
+            }
+        }
+
+        int totalBytes = 0, numOfDeletedTuples = 0;
+
+        frameTuple.resetByTupleIndex(leftRTreeFrame, seed1);
+        rec[0].set(frameTuple, keyValueProviders);
+        rightFrame.insert(frameTuple, -1);
+        ((UnorderedSlotManager) slotManager).modifySlot(slotManager.getSlotOff(seed1), -1);
+        totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+        numOfDeletedTuples++;
+
+        frameTuple.resetByTupleIndex(leftRTreeFrame, seed2);
+        rec[1].set(frameTuple, keyValueProviders);
+
+        int remainingTuplestoBeInsertedInRightFrame;
+        for (int k = 0; k < leftRTreeFrame.getTupleCount(); ++k) {
+            remainingTuplestoBeInsertedInRightFrame = leftRTreeFrame.getTupleCount() / 2 - rightFrame.getTupleCount();
+            if (remainingTuplestoBeInsertedInRightFrame == 0) {
+                break;
+            }
+            if (k != seed1 && k != seed2) {
+                frameTuple.resetByTupleIndex(leftRTreeFrame, k);
+                if (rec[0].enlargedArea(frameTuple, keyValueProviders) < rec[1].enlargedArea(frameTuple,
+                        keyValueProviders)
+                        || leftRTreeFrame.getTupleCount() - k <= remainingTuplestoBeInsertedInRightFrame) {
+                    rightFrame.insert(frameTuple, -1);
+                    rec[0].enlarge(frameTuple, keyValueProviders);
+                    ((UnorderedSlotManager) slotManager).modifySlot(slotManager.getSlotOff(k), -1);
+                    totalBytes += leftRTreeFrame.getTupleSize(frameTuple);
+                    numOfDeletedTuples++;
+                } else {
+                    rec[1].enlarge(frameTuple, keyValueProviders);
+                }
+            }
+
+        }
+
+        ((UnorderedSlotManager) slotManager).deleteEmptySlots();
+
+        // maintain space information
+        buf.putInt(totalFreeSpaceOff, buf.getInt(totalFreeSpaceOff) + totalBytes
+                + (slotManager.getSlotSize() * numOfDeletedTuples));
+
+        // compact both pages
+        rightFrame.compact();
+        leftRTreeFrame.compact();
+
+        // The assumption here is that the new tuple cannot be larger than page
+        // size, thus it must fit in either pages.
+        if (rec[0].enlargedArea(tuple, keyValueProviders) < rec[1].enlargedArea(tuple, keyValueProviders)) {
+            if (rightFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+                rightFrame.insert(tuple, -1);
+            } else {
+                leftRTreeFrame.insert(tuple, -1);
+            }
+        } else if (leftRTreeFrame.hasSpaceInsert(tuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE) {
+            leftRTreeFrame.insert(tuple, -1);
+        } else {
+            rightFrame.insert(tuple, -1);
+        }
+
+        int tupleOff = slotManager.getTupleOff(slotManager.getSlotEndOff());
+        frameTuple.resetByTupleOffset(buf, tupleOff);
+        int splitKeySize = tupleWriter.bytesRequired(frameTuple, 0, keyValueProviders.length);
+
+        splitKey.initData(splitKeySize);
+        leftRTreeFrame.adjustMBR();
+        rTreeTupleWriterLeftFrame.writeTupleFields(leftRTreeFrame.getMBRTuples(), 0, rTreeSplitKey.getLeftPageBuffer(), 0);
+        rTreeSplitKey.getLeftTuple().resetByTupleOffset(rTreeSplitKey.getLeftPageBuffer(), 0);
+
+        ((IRTreeFrame) rightFrame).adjustMBR();
+        rTreeTupleWriterRightFrame.writeTupleFields(((RTreeNSMFrame) rightFrame).getMBRTuples(), 0,
+                rTreeSplitKey.getRightPageBuffer(), 0);
+        rTreeSplitKey.getRightTuple().resetByTupleOffset(rTreeSplitKey.getRightPageBuffer(), 0);
+    }
+
+    @Override
+    public int findBestChildPosition(ITreeIndexFrame frame, ITupleReference tuple, ITreeIndexTupleReference frameTuple,
+            MultiComparator cmp) throws HyracksDataException {
+        cmpFrameTuple.setFieldCount(cmp.getKeyFieldCount());
+        frameTuple.setFieldCount(cmp.getKeyFieldCount());
+
+        int bestChild = 0;
+        double minEnlargedArea = Double.MAX_VALUE;
+
+        // find minimum enlarged area, use minimum area to break tie
+        for (int i = 0; i < frame.getTupleCount(); i++) {
+            frameTuple.resetByTupleIndex(frame, i);
+            double enlargedArea = RTreeComputationUtils.enlargedArea(frameTuple, tuple, cmp, keyValueProviders);
+            if (enlargedArea < minEnlargedArea) {
+                minEnlargedArea = enlargedArea;
+                bestChild = i;
+            } else if (enlargedArea == minEnlargedArea) {
+                double area = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                frameTuple.resetByTupleIndex(frame, bestChild);
+                double minArea = RTreeComputationUtils.area(frameTuple, cmp, keyValueProviders);
+                if (area < minArea) {
+                    bestChild = i;
+                }
+            }
+        }
+
+        return bestChild;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicyType.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicyType.java
new file mode 100644
index 0000000..8ca9842
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/frames/RTreePolicyType.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.frames;
+
+public enum RTreePolicyType {
+    RTREE, RSTARTREE
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java
new file mode 100644
index 0000000..9842e23
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/DoublePrimitiveValueProviderFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+
+public class DoublePrimitiveValueProviderFactory implements IPrimitiveValueProviderFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final DoublePrimitiveValueProviderFactory INSTANCE = new DoublePrimitiveValueProviderFactory();
+
+    private DoublePrimitiveValueProviderFactory() {
+    }
+
+    @Override
+    public IPrimitiveValueProvider createPrimitiveValueProvider() {
+        return new IPrimitiveValueProvider() {
+            @Override
+            public double getValue(byte[] bytes, int offset) {
+                return DoublePointable.getDouble(bytes, offset);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/EntriesOrder.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/EntriesOrder.java
new file mode 100644
index 0000000..04111f9a
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/EntriesOrder.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+public enum EntriesOrder {
+	ASCENDING, DESCENDING
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java
new file mode 100644
index 0000000..7423cfb
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/FloatPrimitiveValueProviderFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.data.std.primitive.FloatPointable;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+
+public class FloatPrimitiveValueProviderFactory implements IPrimitiveValueProviderFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final FloatPrimitiveValueProviderFactory INSTANCE = new FloatPrimitiveValueProviderFactory();
+
+    private FloatPrimitiveValueProviderFactory() {
+    }
+
+    @Override
+    public IPrimitiveValueProvider createPrimitiveValueProvider() {
+        return new IPrimitiveValueProvider() {
+            @Override
+            public double getValue(byte[] bytes, int offset) {
+                return FloatPointable.getFloat(bytes, offset);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java
new file mode 100644
index 0000000..13eddd4
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/IntegerPrimitiveValueProviderFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+
+public class IntegerPrimitiveValueProviderFactory implements IPrimitiveValueProviderFactory {
+    private static final long serialVersionUID = 1L;
+
+    public static final IntegerPrimitiveValueProviderFactory INSTANCE = new IntegerPrimitiveValueProviderFactory();
+
+    private IntegerPrimitiveValueProviderFactory() {
+    }
+
+    @Override
+    public IPrimitiveValueProvider createPrimitiveValueProvider() {
+        return new IPrimitiveValueProvider() {
+            @Override
+            public double getValue(byte[] bytes, int offset) {
+                return IntegerPointable.getInteger(bytes, offset);
+            }
+        };
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/PathList.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/PathList.java
new file mode 100644
index 0000000..6d59351
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/PathList.java
@@ -0,0 +1,121 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.storage.am.common.ophelpers.IntArrayList;
+import org.apache.hyracks.storage.am.common.ophelpers.LongArrayList;
+
+public class PathList {
+    private IntArrayList pageIds;
+    private LongArrayList pageLsns;
+    private IntArrayList pageIndexes;
+
+    public PathList(int initialCapacity, int growth) {
+        pageIds = new IntArrayList(initialCapacity, growth);
+        pageLsns = new LongArrayList(initialCapacity, growth);
+        pageIndexes = new IntArrayList(initialCapacity, growth);
+    }
+
+    public int size() {
+        return pageIds.size();
+    }
+
+    public int first() {
+        return pageIds.first();
+    }
+
+    public void add(int pageId, long pageLsn, int pageIndex) {
+        pageIds.add(pageId);
+        pageLsns.add(pageLsn);
+        pageIndexes.add(pageIndex);
+    }
+
+    public void addFirst(int pageId, long pageLsn, int pageIndex) {
+        pageIds.addFirst(pageId);
+        pageLsns.addFirst(pageLsn);
+        pageIndexes.addFirst(pageIndex);
+    }
+
+    public int getFirstPageId() {
+        return pageIds.getFirst();
+    }
+
+    public long getFirstPageLsn() {
+        return pageLsns.getFirst();
+    }
+
+    public int getFirstPageIndex() {
+        return pageIndexes.getFirst();
+    }
+
+    public int getLastPageId() {
+        return pageIds.getLast();
+    }
+
+    public long getLastPageLsn() {
+        return pageLsns.getLast();
+    }
+
+    public int getLastPageIndex() {
+        return pageIndexes.getLast();
+    }
+
+    public int getPageId(int i) {
+        return pageIds.get(i);
+    }
+
+    public long getPageLsn(int i) {
+        return pageLsns.get(i);
+    }
+
+    public int getPageIndex(int i) {
+        return pageIndexes.get(i);
+    }
+
+    public void setPageLsn(int i, long pageLsn) {
+        pageLsns.set(i, pageLsn);
+    }
+
+    public void moveFirst() {
+        pageIds.moveFirst();
+        pageLsns.moveFirst();
+        pageIndexes.moveFirst();
+    }
+
+    public void moveLast() {
+        pageIds.removeLast();
+        pageLsns.removeLast();
+        pageIndexes.removeLast();
+    }
+
+    public boolean isLast() {
+        return pageIds.isLast();
+    }
+
+    public void clear() {
+        pageIds.clear();
+        pageLsns.clear();
+        pageIndexes.clear();
+    }
+
+    public boolean isEmpty() {
+        return pageIds.isEmpty();
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTree.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTree.java
new file mode 100644
index 0000000..8cf94d3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTree.java
@@ -0,0 +1,1085 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.frames.AbstractSlotManager;
+import org.apache.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
+import org.apache.hyracks.storage.am.common.impls.AbstractTreeIndex;
+import org.apache.hyracks.storage.am.common.impls.NodeFrontier;
+import org.apache.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.util.TreeIndexUtils;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMFrame;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriter;
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class RTree extends AbstractTreeIndex {
+
+    // Global node sequence number used for the concurrency control protocol
+    private final AtomicLong globalNsn;
+
+    private final int maxTupleSize;
+
+    public RTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider, IMetaDataPageManager freePageManager,
+            ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory leafFrameFactory,
+            IBinaryComparatorFactory[] cmpFactories, int fieldCount, FileReference file) {
+        super(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory, cmpFactories,
+                fieldCount, file);
+        globalNsn = new AtomicLong();
+        ITreeIndexFrame leafFrame = leafFrameFactory.createFrame();
+        ITreeIndexFrame interiorFrame = interiorFrameFactory.createFrame();
+        maxTupleSize = Math.min(leafFrame.getMaxTupleSize(bufferCache.getPageSize()),
+                interiorFrame.getMaxTupleSize(bufferCache.getPageSize()));
+    }
+
+    private long incrementGlobalNsn() {
+        return globalNsn.incrementAndGet();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public String printTree(IRTreeLeafFrame leafFrame, IRTreeInteriorFrame interiorFrame,
+            ISerializerDeserializer[] keySerdes) throws Exception {
+        MultiComparator cmp = MultiComparator.create(cmpFactories);
+        byte treeHeight = getTreeHeight(leafFrame);
+        StringBuilder strBuilder = new StringBuilder();
+        printTree(rootPage, null, false, leafFrame, interiorFrame, treeHeight, keySerdes, strBuilder, cmp);
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    public void printTree(int pageId, ICachedPage parent, boolean unpin, IRTreeLeafFrame leafFrame,
+            IRTreeInteriorFrame interiorFrame, byte treeHeight, ISerializerDeserializer[] keySerdes,
+            StringBuilder strBuilder, MultiComparator cmp) throws Exception {
+        ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+        node.acquireReadLatch();
+        try {
+            if (parent != null && unpin == true) {
+                parent.releaseReadLatch();
+                bufferCache.unpin(parent);
+            }
+            interiorFrame.setPage(node);
+            int level = interiorFrame.getLevel();
+            strBuilder.append(String.format("%1d ", level));
+            strBuilder.append(String.format("%3d ", pageId) + ": ");
+            for (int i = 0; i < treeHeight - level; i++) {
+                strBuilder.append("    ");
+            }
+
+            String keyString;
+            long LSN, NSN;
+            int rightPage;
+            if (interiorFrame.isLeaf()) {
+                leafFrame.setPage(node);
+                keyString = TreeIndexUtils.printFrameTuples(leafFrame, keySerdes);
+                LSN = leafFrame.getPageLsn();
+                NSN = leafFrame.getPageNsn();
+                rightPage = leafFrame.getRightPage();
+
+            } else {
+                keyString = TreeIndexUtils.printFrameTuples(interiorFrame, keySerdes);
+                LSN = interiorFrame.getPageLsn();
+                NSN = interiorFrame.getPageNsn();
+                rightPage = interiorFrame.getRightPage();
+            }
+
+            strBuilder.append(keyString + "\n" + "pageId: " + pageId + " LSN: " + LSN + " NSN: " + NSN + " rightPage: "
+                    + rightPage + "\n");
+            if (!interiorFrame.isLeaf()) {
+                ArrayList<Integer> children = ((RTreeNSMInteriorFrame) (interiorFrame)).getChildren(cmp);
+                for (int i = 0; i < children.size(); i++) {
+                    printTree(children.get(i), node, i == children.size() - 1, leafFrame, interiorFrame, treeHeight,
+                            keySerdes, strBuilder, cmp);
+                }
+            } else {
+                node.releaseReadLatch();
+                bufferCache.unpin(node);
+            }
+        } catch (Exception e) {
+            node.releaseReadLatch();
+            bufferCache.unpin(node);
+            e.printStackTrace();
+        }
+    }
+
+    private RTreeOpContext createOpContext(IModificationOperationCallback modificationCallback) {
+        return new RTreeOpContext((IRTreeLeafFrame) leafFrameFactory.createFrame(),
+                (IRTreeInteriorFrame) interiorFrameFactory.createFrame(), freePageManager.getMetaDataFrameFactory()
+                        .createFrame(), cmpFactories, modificationCallback);
+    }
+
+    private void insert(ITupleReference tuple, IIndexOperationContext ictx) throws HyracksDataException,
+            TreeIndexException {
+        RTreeOpContext ctx = (RTreeOpContext) ictx;
+        int tupleSize = Math.max(ctx.leafFrame.getBytesRequiredToWriteTuple(tuple),
+                ctx.interiorFrame.getBytesRequiredToWriteTuple(tuple));
+        if (tupleSize > maxTupleSize) {
+            throw new TreeIndexException("Record size (" + tupleSize + ") larger than maximum acceptable record size ("
+                    + maxTupleSize + ")");
+        }
+        ctx.reset();
+        ctx.setTuple(tuple);
+        ctx.splitKey.reset();
+        ctx.splitKey.getLeftTuple().setFieldCount(cmpFactories.length);
+        ctx.splitKey.getRightTuple().setFieldCount(cmpFactories.length);
+        ctx.modificationCallback.before(tuple);
+
+        int maxFieldPos = cmpFactories.length / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = ctx.cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                throw new IllegalArgumentException("The low key point has larger coordinates than the high key point.");
+            }
+        }
+
+        try {
+            ICachedPage leafNode = findLeaf(ctx);
+
+            int pageId = ctx.pathList.getLastPageId();
+            ctx.pathList.moveLast();
+            insertTuple(leafNode, pageId, ctx.getTuple(), ctx, true);
+
+            while (true) {
+                if (ctx.splitKey.getLeftPageBuffer() != null) {
+                    updateParentForInsert(ctx);
+                } else {
+                    break;
+                }
+            }
+        } finally {
+            for (int i = ctx.NSNUpdates.size() - 1; i >= 0; i--) {
+                ICachedPage node = ctx.NSNUpdates.get(i);
+                ctx.interiorFrame.setPage(node);
+                ctx.interiorFrame.setPageNsn(incrementGlobalNsn());
+            }
+
+            for (int i = ctx.LSNUpdates.size() - 1; i >= 0; i--) {
+                ICachedPage node = ctx.LSNUpdates.get(i);
+                ctx.interiorFrame.setPage(node);
+                ctx.interiorFrame.setPageLsn(incrementGlobalNsn());
+                node.releaseWriteLatch(true);
+                bufferCache.unpin(node);
+            }
+        }
+    }
+
+    private ICachedPage findLeaf(RTreeOpContext ctx) throws HyracksDataException {
+        int pageId = rootPage;
+        boolean writeLatched = false;
+        boolean readLatched = false;
+        boolean succeeded = false;
+        ICachedPage node = null;
+        boolean isLeaf = false;
+        long pageLsn = 0, parentLsn = 0;
+
+        try {
+
+            while (true) {
+                if (!writeLatched) {
+                    node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                    ctx.interiorFrame.setPage(node);
+                    isLeaf = ctx.interiorFrame.isLeaf();
+                    if (isLeaf) {
+                        node.acquireWriteLatch();
+                        writeLatched = true;
+
+                        if (!ctx.interiorFrame.isLeaf()) {
+                            node.releaseWriteLatch(true);
+                            writeLatched = false;
+                            bufferCache.unpin(node);
+                            continue;
+                        }
+                    } else {
+                        // Be optimistic and grab read latch first. We will swap
+                        // it to write latch if we need to enlarge the best
+                        // child tuple.
+                        node.acquireReadLatch();
+                        readLatched = true;
+                    }
+                }
+
+                if (pageId != rootPage && parentLsn < ctx.interiorFrame.getPageNsn()) {
+                    // Concurrent split detected, go back to parent and
+                    // re-choose the best child
+                    if (writeLatched) {
+                        node.releaseWriteLatch(true);
+                        writeLatched = false;
+                        bufferCache.unpin(node);
+                    } else {
+                        node.releaseReadLatch();
+                        readLatched = false;
+                        bufferCache.unpin(node);
+                    }
+
+                    pageId = ctx.pathList.getLastPageId();
+                    if (pageId != rootPage) {
+                        parentLsn = ctx.pathList.getPageLsn(ctx.pathList.size() - 2);
+                    }
+                    ctx.pathList.moveLast();
+                    continue;
+                }
+
+                pageLsn = ctx.interiorFrame.getPageLsn();
+                ctx.pathList.add(pageId, pageLsn, -1);
+
+                if (!isLeaf) {
+                    // findBestChild must be called *before* checkIfEnlarementIsNeeded
+                    int childPageId = ctx.interiorFrame.findBestChild(ctx.getTuple(), ctx.cmp);
+                    boolean enlarementIsNeeded = ctx.interiorFrame.checkIfEnlarementIsNeeded(ctx.getTuple(), ctx.cmp);
+
+                    if (enlarementIsNeeded) {
+                        if (!writeLatched) {
+                            node.releaseReadLatch();
+                            readLatched = false;
+                            bufferCache.unpin(node);
+
+                            node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                            node.acquireWriteLatch();
+                            writeLatched = true;
+                            ctx.interiorFrame.setPage(node);
+
+                            if (ctx.interiorFrame.getPageLsn() != pageLsn) {
+                                // The page was changed while we unlocked it;
+                                // thus, retry (re-choose best child)
+
+                                ctx.pathList.moveLast();
+                                continue;
+                            }
+                        }
+                        // We don't need to reset the frameTuple because it is
+                        // already pointing to the best child
+                        ctx.interiorFrame.enlarge(ctx.getTuple(), ctx.cmp);
+
+                        node.releaseWriteLatch(true);
+                        writeLatched = false;
+                        bufferCache.unpin(node);
+                    } else {
+                        if (readLatched) {
+                            node.releaseReadLatch();
+                            readLatched = false;
+                            bufferCache.unpin(node);
+                        } else if (writeLatched) {
+                            node.releaseWriteLatch(true);
+                            writeLatched = false;
+                            bufferCache.unpin(node);
+                        }
+                    }
+
+                    pageId = childPageId;
+                    parentLsn = pageLsn;
+                } else {
+                    ctx.leafFrame.setPage(node);
+                    succeeded = true;
+                    return node;
+                }
+            }
+        } finally {
+            if (!succeeded) {
+                if (readLatched) {
+                    node.releaseReadLatch();
+                    readLatched = false;
+                    bufferCache.unpin(node);
+                } else if (writeLatched) {
+                    node.releaseWriteLatch(true);
+                    writeLatched = false;
+                    bufferCache.unpin(node);
+                }
+            }
+        }
+    }
+
+    private void insertTuple(ICachedPage node, int pageId, ITupleReference tuple, RTreeOpContext ctx, boolean isLeaf)
+            throws HyracksDataException, TreeIndexException {
+        boolean succeeded = false;
+        FrameOpSpaceStatus spaceStatus;
+        if (!isLeaf) {
+            spaceStatus = ctx.interiorFrame.hasSpaceInsert(tuple);
+        } else {
+            spaceStatus = ctx.leafFrame.hasSpaceInsert(tuple);
+        }
+
+        switch (spaceStatus) {
+            case SUFFICIENT_CONTIGUOUS_SPACE: {
+                try {
+                    if (!isLeaf) {
+                        ctx.interiorFrame.insert(tuple, -1);
+                    } else {
+                        ctx.modificationCallback.found(null, tuple);
+                        ctx.leafFrame.insert(tuple, -1);
+                    }
+                    succeeded = true;
+                } finally {
+                    if (succeeded) {
+                        ctx.LSNUpdates.add(node);
+                        ctx.splitKey.reset();
+                    } else if (isLeaf) {
+                        // In case of a crash, we un-latch the interior node
+                        // inside updateParentForInsert.
+                        node.releaseWriteLatch(true);
+                        bufferCache.unpin(node);
+                    }
+                }
+                break;
+            }
+
+            case SUFFICIENT_SPACE: {
+                try {
+                    if (!isLeaf) {
+                        ctx.interiorFrame.compact();
+                        ctx.interiorFrame.insert(tuple, -1);
+                    } else {
+                        ctx.leafFrame.compact();
+                        ctx.modificationCallback.found(null, tuple);
+                        ctx.leafFrame.insert(tuple, -1);
+                    }
+                    succeeded = true;
+                } finally {
+                    if (succeeded) {
+                        ctx.LSNUpdates.add(node);
+                        ctx.splitKey.reset();
+                    } else if (isLeaf) {
+                        // In case of a crash, we un-latch the interior node
+                        // inside updateParentForInsert.
+                        node.releaseWriteLatch(true);
+                        bufferCache.unpin(node);
+                    }
+                }
+                break;
+            }
+
+            case INSUFFICIENT_SPACE: {
+                int rightPageId = freePageManager.getFreePage(ctx.metaFrame);
+                ICachedPage rightNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, rightPageId), true);
+                rightNode.acquireWriteLatch();
+
+                try {
+                    IRTreeFrame rightFrame;
+                    if (!isLeaf) {
+                        rightFrame = (IRTreeFrame) interiorFrameFactory.createFrame();
+                        rightFrame.setPage(rightNode);
+                        rightFrame.initBuffer((byte) ctx.interiorFrame.getLevel());
+                        rightFrame.setRightPage(ctx.interiorFrame.getRightPage());
+                        ctx.interiorFrame.split(rightFrame, tuple, ctx.splitKey);
+                        ctx.interiorFrame.setRightPage(rightPageId);
+                    } else {
+                        rightFrame = (IRTreeFrame) leafFrameFactory.createFrame();
+                        rightFrame.setPage(rightNode);
+                        rightFrame.initBuffer((byte) 0);
+                        rightFrame.setRightPage(ctx.interiorFrame.getRightPage());
+                        ctx.modificationCallback.found(null, tuple);
+                        ctx.leafFrame.split(rightFrame, tuple, ctx.splitKey);
+                        ctx.leafFrame.setRightPage(rightPageId);
+                    }
+                    succeeded = true;
+                } finally {
+                    if (succeeded) {
+                        ctx.NSNUpdates.add(rightNode);
+                        ctx.LSNUpdates.add(rightNode);
+                        ctx.NSNUpdates.add(node);
+                        ctx.LSNUpdates.add(node);
+                    } else if (isLeaf) {
+                        // In case of a crash, we un-latch the interior node
+                        // inside updateParentForInsert.
+                        node.releaseWriteLatch(true);
+                        bufferCache.unpin(node);
+                        rightNode.releaseWriteLatch(true);
+                        bufferCache.unpin(rightNode);
+                    } else {
+                        rightNode.releaseWriteLatch(true);
+                        bufferCache.unpin(rightNode);
+                    }
+
+                }
+                ctx.splitKey.setPages(pageId, rightPageId);
+                if (pageId == rootPage) {
+                    int newLeftId = freePageManager.getFreePage(ctx.metaFrame);
+                    ICachedPage newLeftNode = bufferCache
+                            .pin(BufferedFileHandle.getDiskPageId(fileId, newLeftId), true);
+                    newLeftNode.acquireWriteLatch();
+                    succeeded = false;
+                    try {
+                        // copy left child to new left child
+                        System.arraycopy(node.getBuffer().array(), 0, newLeftNode.getBuffer().array(), 0, newLeftNode
+                                .getBuffer().capacity());
+
+                        // initialize new root (leftNode becomes new root)
+                        ctx.interiorFrame.setPage(node);
+                        ctx.interiorFrame.initBuffer((byte) (ctx.interiorFrame.getLevel() + 1));
+
+                        ctx.splitKey.setLeftPage(newLeftId);
+                        ctx.interiorFrame.insert(ctx.splitKey.getLeftTuple(), -1);
+                        ctx.interiorFrame.insert(ctx.splitKey.getRightTuple(), -1);
+
+                        succeeded = true;
+                    } finally {
+                        if (succeeded) {
+                            ctx.NSNUpdates.remove(ctx.NSNUpdates.size() - 1);
+                            ctx.LSNUpdates.remove(ctx.LSNUpdates.size() - 1);
+
+                            ctx.NSNUpdates.add(newLeftNode);
+                            ctx.LSNUpdates.add(newLeftNode);
+
+                            ctx.NSNUpdates.add(node);
+                            ctx.LSNUpdates.add(node);
+                            ctx.splitKey.reset();
+                        } else if (isLeaf) {
+                            // In case of a crash, we un-latch the interior node
+                            // inside updateParentForInsert.
+                            node.releaseWriteLatch(true);
+                            bufferCache.unpin(node);
+                            rightNode.releaseWriteLatch(true);
+                            bufferCache.unpin(rightNode);
+                            newLeftNode.releaseWriteLatch(true);
+                            bufferCache.unpin(newLeftNode);
+                        } else {
+                            rightNode.releaseWriteLatch(true);
+                            bufferCache.unpin(rightNode);
+                            newLeftNode.releaseWriteLatch(true);
+                            bufferCache.unpin(newLeftNode);
+                        }
+                    }
+                }
+                break;
+            }
+        }
+    }
+
+    private void updateParentForInsert(RTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        boolean succeeded = false;
+        boolean writeLatched = false;
+        int parentId = ctx.pathList.getLastPageId();
+        ICachedPage parentNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, parentId), false);
+        parentNode.acquireWriteLatch();
+        writeLatched = true;
+        ctx.interiorFrame.setPage(parentNode);
+        boolean foundParent = true;
+
+        try {
+            if (ctx.interiorFrame.getPageLsn() != ctx.pathList.getLastPageLsn()) {
+                foundParent = false;
+                while (true) {
+                    if (ctx.interiorFrame.findTupleByPointer(ctx.splitKey.getLeftTuple(), ctx.cmp) != -1) {
+                        // found the parent
+                        foundParent = true;
+                        break;
+                    }
+                    int rightPage = ctx.interiorFrame.getRightPage();
+                    parentNode.releaseWriteLatch(true);
+                    writeLatched = false;
+                    bufferCache.unpin(parentNode);
+
+                    if (rightPage == -1) {
+                        break;
+                    }
+
+                    parentId = rightPage;
+                    parentNode = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, parentId), false);
+                    parentNode.acquireWriteLatch();
+                    writeLatched = true;
+                    ctx.interiorFrame.setPage(parentNode);
+                }
+            }
+
+            if (foundParent) {
+                try {
+                    ctx.interiorFrame.adjustKey(ctx.splitKey.getLeftTuple(), -1, ctx.cmp);
+                } catch (TreeIndexException e) {
+                    if (writeLatched) {
+                        parentNode.releaseWriteLatch(true);
+                        writeLatched = false;
+                        bufferCache.unpin(parentNode);
+                    }
+                    throw e;
+                }
+                insertTuple(parentNode, parentId, ctx.splitKey.getRightTuple(), ctx, ctx.interiorFrame.isLeaf());
+                ctx.pathList.moveLast();
+                succeeded = true;
+                return;
+
+            }
+        } finally {
+            if (!succeeded) {
+                if (writeLatched) {
+                    parentNode.releaseWriteLatch(true);
+                    writeLatched = false;
+                    bufferCache.unpin(parentNode);
+                }
+            }
+        }
+
+        ctx.traverseList.clear();
+        findPath(ctx);
+        updateParentForInsert(ctx);
+    }
+
+    private void findPath(RTreeOpContext ctx) throws TreeIndexException, HyracksDataException {
+        boolean readLatched = false;
+        int pageId = rootPage;
+        int parentIndex = -1;
+        long parentLsn = 0;
+        long pageLsn;
+        int pageIndex;
+        ICachedPage node = null;
+        ctx.traverseList.add(pageId, -1, parentIndex);
+        try {
+            while (!ctx.traverseList.isLast()) {
+                pageId = ctx.traverseList.getFirstPageId();
+                parentIndex = ctx.traverseList.getFirstPageIndex();
+
+                node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                node.acquireReadLatch();
+                readLatched = true;
+                ctx.interiorFrame.setPage(node);
+                pageLsn = ctx.interiorFrame.getPageLsn();
+                pageIndex = ctx.traverseList.first();
+                ctx.traverseList.setPageLsn(pageIndex, pageLsn);
+
+                ctx.traverseList.moveFirst();
+
+                if (ctx.interiorFrame.isLeaf()) {
+                    throw new TreeIndexException("Error: Failed to re-find parent of a page in the tree.");
+                }
+
+                if (pageId != rootPage) {
+                    parentLsn = ctx.traverseList.getPageLsn(ctx.traverseList.getPageIndex(pageIndex));
+                }
+                if (pageId != rootPage && parentLsn < ctx.interiorFrame.getPageNsn()) {
+                    int rightPage = ctx.interiorFrame.getRightPage();
+                    if (rightPage != -1) {
+                        ctx.traverseList.addFirst(rightPage, -1, parentIndex);
+                    }
+                }
+
+                if (ctx.interiorFrame.findTupleByPointer(ctx.splitKey.getLeftTuple(), ctx.traverseList, pageIndex,
+                        ctx.cmp) != -1) {
+                    ctx.pathList.clear();
+                    fillPath(ctx, pageIndex);
+                    return;
+                }
+                node.releaseReadLatch();
+                readLatched = false;
+                bufferCache.unpin(node);
+            }
+        } finally {
+            if (readLatched) {
+                node.releaseReadLatch();
+                readLatched = false;
+                bufferCache.unpin(node);
+            }
+        }
+    }
+
+    private void fillPath(RTreeOpContext ctx, int pageIndex) {
+        if (pageIndex != -1) {
+            fillPath(ctx, ctx.traverseList.getPageIndex(pageIndex));
+            ctx.pathList.add(ctx.traverseList.getPageId(pageIndex), ctx.traverseList.getPageLsn(pageIndex), -1);
+        }
+    }
+
+    private void delete(ITupleReference tuple, RTreeOpContext ctx) throws HyracksDataException, TreeIndexException {
+        ctx.reset();
+        ctx.setTuple(tuple);
+        ctx.splitKey.reset();
+        ctx.splitKey.getLeftTuple().setFieldCount(cmpFactories.length);
+
+        // We delete the first matching tuple (including the payload data).
+        // We don't update the MBRs of the parents after deleting the record.
+        int tupleIndex = findTupleToDelete(ctx);
+
+        if (tupleIndex != -1) {
+            try {
+                deleteTuple(tupleIndex, ctx);
+            } finally {
+                ctx.leafFrame.getPage().releaseWriteLatch(true);
+                bufferCache.unpin(ctx.leafFrame.getPage());
+            }
+        }
+    }
+
+    private int findTupleToDelete(RTreeOpContext ctx) throws HyracksDataException {
+        boolean writeLatched = false;
+        boolean readLatched = false;
+        boolean succeeded = false;
+        ICachedPage node = null;
+        ctx.pathList.add(rootPage, -1, -1);
+
+        try {
+            while (!ctx.pathList.isEmpty()) {
+                int pageId = ctx.pathList.getLastPageId();
+                long parentLsn = ctx.pathList.getLastPageLsn();
+                ctx.pathList.moveLast();
+                node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                node.acquireReadLatch();
+                readLatched = true;
+                ctx.interiorFrame.setPage(node);
+                boolean isLeaf = ctx.interiorFrame.isLeaf();
+                long pageLsn = ctx.interiorFrame.getPageLsn();
+
+                if (pageId != rootPage && parentLsn < ctx.interiorFrame.getPageNsn()) {
+                    // Concurrent split detected, we need to visit the right
+                    // page
+                    int rightPage = ctx.interiorFrame.getRightPage();
+                    if (rightPage != -1) {
+                        ctx.pathList.add(rightPage, parentLsn, -1);
+                    }
+                }
+
+                if (!isLeaf) {
+                    for (int i = 0; i < ctx.interiorFrame.getTupleCount(); i++) {
+                        int childPageId = ctx.interiorFrame.getChildPageIdIfIntersect(ctx.tuple, i, ctx.cmp);
+                        if (childPageId != -1) {
+                            ctx.pathList.add(childPageId, pageLsn, -1);
+                        }
+                    }
+                } else {
+                    ctx.leafFrame.setPage(node);
+                    int tupleIndex = ctx.leafFrame.findTupleIndex(ctx.tuple, ctx.cmp);
+                    if (tupleIndex != -1) {
+
+                        node.releaseReadLatch();
+                        readLatched = false;
+                        bufferCache.unpin(node);
+
+                        node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                        node.acquireWriteLatch();
+                        writeLatched = true;
+                        ctx.leafFrame.setPage(node);
+
+                        // A rare case only happen when a root is no longer a
+                        // leaf page. Simply we restart the search.
+                        if (!ctx.leafFrame.isLeaf()) {
+                            ctx.pathList.add(pageId, -1, -1);
+
+                            node.releaseWriteLatch(true);
+                            writeLatched = false;
+                            bufferCache.unpin(node);
+                            continue;
+                        }
+
+                        if (ctx.leafFrame.getPageLsn() != pageLsn) {
+                            // The page was changed while we unlocked it
+
+                            tupleIndex = ctx.leafFrame.findTupleIndex(ctx.tuple, ctx.cmp);
+                            if (tupleIndex == -1) {
+                                ctx.pathList.add(pageId, parentLsn, -1);
+
+                                node.releaseWriteLatch(true);
+                                writeLatched = false;
+                                bufferCache.unpin(node);
+                                continue;
+                            } else {
+                                succeeded = true;
+                                return tupleIndex;
+                            }
+                        } else {
+                            succeeded = true;
+                            return tupleIndex;
+                        }
+                    }
+                }
+                node.releaseReadLatch();
+                readLatched = false;
+                bufferCache.unpin(node);
+            }
+        } finally {
+            if (!succeeded) {
+                if (readLatched) {
+                    node.releaseReadLatch();
+                    readLatched = false;
+                    bufferCache.unpin(node);
+                } else if (writeLatched) {
+                    node.releaseWriteLatch(true);
+                    writeLatched = false;
+                    bufferCache.unpin(node);
+                }
+            }
+        }
+        return -1;
+    }
+
+    private void deleteTuple(int tupleIndex, RTreeOpContext ctx) throws HyracksDataException {
+        ITupleReference beforeTuple = ctx.leafFrame.getBeforeTuple(ctx.getTuple(), tupleIndex, ctx.cmp);
+        ctx.modificationCallback.found(beforeTuple, ctx.getTuple());
+        ctx.leafFrame.delete(tupleIndex, ctx.cmp);
+        ctx.leafFrame.setPageLsn(incrementGlobalNsn());
+    }
+
+    private void search(ITreeIndexCursor cursor, ISearchPredicate searchPred, RTreeOpContext ctx)
+            throws HyracksDataException, IndexException {
+        ctx.reset();
+        ctx.cursor = cursor;
+
+        cursor.setBufferCache(bufferCache);
+        cursor.setFileId(fileId);
+        ctx.cursorInitialState.setRootPage(rootPage);
+        ctx.cursor.open(ctx.cursorInitialState, (SearchPredicate) searchPred);
+    }
+
+    private void update(ITupleReference tuple, RTreeOpContext ctx) {
+        throw new UnsupportedOperationException("RTree Update not implemented.");
+    }
+
+    private void diskOrderScan(ITreeIndexCursor icursor, RTreeOpContext ctx) throws HyracksDataException {
+        TreeIndexDiskOrderScanCursor cursor = (TreeIndexDiskOrderScanCursor) icursor;
+        ctx.reset();
+
+        MultiComparator cmp = MultiComparator.create(cmpFactories);
+        SearchPredicate searchPred = new SearchPredicate(null, cmp);
+
+        int currentPageId = bulkloadLeafStart;
+        int maxPageId = freePageManager.getMaxPage(ctx.metaFrame);
+
+        ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), false);
+        page.acquireReadLatch();
+        try {
+            cursor.setBufferCache(bufferCache);
+            cursor.setFileId(fileId);
+            cursor.setCurrentPageId(currentPageId);
+            cursor.setMaxPageId(maxPageId);
+            ctx.cursorInitialState.setOriginialKeyComparator(ctx.cmp);
+            ctx.cursorInitialState.setPage(page);
+            cursor.open(ctx.cursorInitialState, searchPred);
+        } catch (Exception e) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public ITreeIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new RTreeAccessor(this, modificationCallback, searchCallback);
+    }
+
+    public class RTreeAccessor implements ITreeIndexAccessor {
+        private RTree rtree;
+        private RTreeOpContext ctx;
+
+        public RTreeAccessor(RTree rtree, IModificationOperationCallback modificationCallback,
+                ISearchOperationCallback searchCallback) {
+            this.rtree = rtree;
+            this.ctx = rtree.createOpContext(modificationCallback);
+        }
+
+        public void reset(RTree rtree, IModificationOperationCallback modificationCallback) {
+            this.rtree = rtree;
+            ctx.setModificationCallback(modificationCallback);
+            ctx.reset();
+        }
+
+        @Override
+        public void insert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.INSERT);
+            rtree.insert(tuple, ctx);
+        }
+
+        @Override
+        public void update(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.UPDATE);
+            rtree.update(tuple, ctx);
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            ctx.setOperation(IndexOperation.DELETE);
+            rtree.delete(tuple, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createSearchCursor(boolean exclusive) {
+            return new RTreeSearchCursor((IRTreeInteriorFrame) interiorFrameFactory.createFrame(),
+                    (IRTreeLeafFrame) leafFrameFactory.createFrame());
+        }
+
+        @Override
+        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            ctx.setOperation(IndexOperation.SEARCH);
+            rtree.search((ITreeIndexCursor) cursor, searchPred, ctx);
+        }
+
+        @Override
+        public ITreeIndexCursor createDiskOrderScanCursor() {
+            return new TreeIndexDiskOrderScanCursor(leafFrameFactory.createFrame());
+        }
+
+        @Override
+        public void diskOrderScan(ITreeIndexCursor cursor) throws HyracksDataException {
+            ctx.setOperation(IndexOperation.DISKORDERSCAN);
+            rtree.diskOrderScan(cursor, ctx);
+        }
+
+        public RTreeOpContext getOpContext() {
+            return ctx;
+        }
+
+        @Override
+        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            throw new UnsupportedOperationException(
+                    "The RTree does not support the notion of keys, therefore upsert does not make sense.");
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex) throws TreeIndexException {
+        // TODO: verifyInput currently does nothing.
+        return createBulkLoader(fillFactor, verifyInput, numElementsHint, checkIfEmptyIndex, false);
+    }
+
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput, long numElementsHint,
+            boolean checkIfEmptyIndex, boolean appendOnly) throws TreeIndexException {
+        // TODO: verifyInput currently does nothing.
+        try {
+            return new RTreeBulkLoader(fillFactor, appendOnly);
+        } catch (HyracksDataException e) {
+            throw new TreeIndexException(e);
+        }
+    }
+
+    public class RTreeBulkLoader extends AbstractTreeIndex.AbstractTreeIndexBulkLoader {
+        ITreeIndexFrame lowerFrame, prevInteriorFrame;
+        RTreeTypeAwareTupleWriter tupleWriter = ((RTreeTypeAwareTupleWriter) interiorFrame.getTupleWriter());
+        ITreeIndexTupleReference mbrTuple = interiorFrame.createTupleReference();
+        ByteBuffer mbr;
+        List<Integer> prevNodeFrontierPages = new ArrayList<Integer>();
+
+        public RTreeBulkLoader(float fillFactor, boolean appendOnly) throws TreeIndexException, HyracksDataException {
+            super(fillFactor, appendOnly);
+            prevInteriorFrame = interiorFrameFactory.createFrame();
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                int tupleSize = Math.max(leafFrame.getBytesRequiredToWriteTuple(tuple),
+                        interiorFrame.getBytesRequiredToWriteTuple(tuple));
+                if (tupleSize > maxTupleSize) {
+                    throw new TreeIndexException("Space required for record (" + tupleSize
+                            + ") larger than maximum acceptable size (" + maxTupleSize + ")");
+                }
+
+                NodeFrontier leafFrontier = nodeFrontiers.get(0);
+
+                int spaceNeeded = tupleWriter.bytesRequired(tuple) + slotSize;
+                int spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+
+                // try to free space by compression
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+                    leafFrame.compress();
+                    spaceUsed = leafFrame.getBuffer().capacity() - leafFrame.getTotalFreeSpace();
+                }
+
+                if (spaceUsed + spaceNeeded > leafMaxBytes) {
+
+                    if (prevNodeFrontierPages.size() == 0) {
+                        prevNodeFrontierPages.add(leafFrontier.pageId);
+                    } else {
+                        prevNodeFrontierPages.set(0, leafFrontier.pageId);
+                    }
+                    propagateBulk(1, false, pagesToWrite);
+
+                    leafFrontier.pageId = freePageManager.getFreePage(metaFrame);
+                    queue.put(leafFrontier.page);
+                    for (ICachedPage c : pagesToWrite) {
+                        queue.put(c);
+                    }
+
+                    pagesToWrite.clear();
+                    leafFrontier.page = bufferCache.confiscatePage(BufferedFileHandle.getDiskPageId(fileId,
+                            leafFrontier.pageId));
+                    leafFrame.setPage(leafFrontier.page);
+                    leafFrame.initBuffer((byte) 0);
+
+                }
+
+                leafFrame.setPage(leafFrontier.page);
+                leafFrame.insert(tuple, AbstractSlotManager.GREATEST_KEY_INDICATOR);
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+
+        }
+
+        public void end() throws HyracksDataException {
+            pagesToWrite.clear();
+            //if writing a trivial 1-page tree, don't try and propagate up
+            if (nodeFrontiers.size() > 1) {
+                propagateBulk(1, true, pagesToWrite);
+            }
+
+            for (ICachedPage c : pagesToWrite) {
+                queue.put(c);
+            }
+            finish();
+            super.end();
+        }
+
+        @Override
+        public void abort() throws HyracksDataException {
+            super.handleException();
+        }
+
+        protected void finish() throws HyracksDataException {
+            int prevPageId = -1;
+            //here we assign physical identifiers to everything we can
+            for (NodeFrontier n : nodeFrontiers) {
+                //not a leaf
+                if (nodeFrontiers.indexOf(n) != 0) {
+                    interiorFrame.setPage(n.page);
+                    mbrTuple.resetByTupleOffset(mbr, 0);
+                    interiorFrame.insert(mbrTuple, -1);
+                    interiorFrame.getBuffer().putInt(
+                            interiorFrame.getTupleOffset(interiorFrame.getTupleCount() - 1) + mbrTuple.getTupleSize(),
+                            prevPageId);
+
+                    int finalPageId = freePageManager.getFreePage(metaFrame);
+                    n.pageId = finalPageId;
+                    bufferCache.setPageDiskId(n.page, BufferedFileHandle.getDiskPageId(fileId, finalPageId));
+                    //else we are looking at a leaf
+                }
+                //set next guide MBR
+                //if propagateBulk didnt have to do anything this may be un-necessary
+                if (nodeFrontiers.size() > 1 && nodeFrontiers.indexOf(n) < nodeFrontiers.size()-1) {
+                    lowerFrame.setPage(n.page);
+                    ((RTreeNSMFrame) lowerFrame).adjustMBR();
+                    tupleWriter.writeTupleFields(((RTreeNSMFrame) lowerFrame).getMBRTuples(), 0, mbr, 0);
+                }
+                queue.put(n.page);
+                n.page = null;
+                prevPageId = n.pageId;
+            }
+            if (appendOnly) {
+                rootPage = nodeFrontiers.get(nodeFrontiers.size() - 1).pageId;
+            }
+            releasedLatches = true;
+        }
+
+        protected void propagateBulk(int level, boolean toRoot, List<ICachedPage> pagesToWrite)
+                throws HyracksDataException {
+            boolean propagated = false;
+
+            if (level == 1)
+                lowerFrame = leafFrame;
+
+            if (lowerFrame.getTupleCount() == 0)
+                return;
+
+            if (level >= nodeFrontiers.size())
+                addLevel();
+
+            //adjust the tuple pointers of the lower frame to allow us to calculate our MBR
+            //if this is a leaf, then there is only one tuple, so this is trivial
+            ((RTreeNSMFrame) lowerFrame).adjustMBR();
+
+            if (mbr == null) {
+                int bytesRequired = tupleWriter.bytesRequired(((RTreeNSMFrame) lowerFrame).getMBRTuples()[0], 0,
+                        cmp.getKeyFieldCount())
+                        + ((RTreeNSMInteriorFrame) interiorFrame).getChildPointerSize();
+                mbr = ByteBuffer.allocate(bytesRequired);
+            }
+            tupleWriter.writeTupleFields(((RTreeNSMFrame) lowerFrame).getMBRTuples(), 0, mbr, 0);
+            mbrTuple.resetByTupleOffset(mbr, 0);
+
+            NodeFrontier frontier = nodeFrontiers.get(level);
+            interiorFrame.setPage(frontier.page);
+            //see if we have space for two tuples. this works around a  tricky boundary condition with sequential bulk load where
+            //finalization can possibly lead to a split
+            //TODO: accomplish this without wasting 1 tuple
+            int sizeOfTwoTuples = 2 * (mbrTuple.getTupleSize() + RTreeNSMInteriorFrame.childPtrSize);
+            FrameOpSpaceStatus spaceForTwoTuples = (((RTreeNSMInteriorFrame) interiorFrame)
+                    .hasSpaceInsert(sizeOfTwoTuples));
+            if (spaceForTwoTuples != FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE && !toRoot) {
+
+                int finalPageId = freePageManager.getFreePage(metaFrame);
+                if (prevNodeFrontierPages.size() <= level) {
+                    prevNodeFrontierPages.add(finalPageId);
+                } else {
+                    prevNodeFrontierPages.set(level, finalPageId);
+                }
+                bufferCache.setPageDiskId(frontier.page, BufferedFileHandle.getDiskPageId(fileId, finalPageId));
+                pagesToWrite.add(frontier.page);
+
+                lowerFrame = prevInteriorFrame;
+                lowerFrame.setPage(frontier.page);
+
+                frontier.page = bufferCache.confiscatePage(BufferCache.INVALID_DPID);
+                interiorFrame.setPage(frontier.page);
+                interiorFrame.initBuffer((byte) level);
+
+                interiorFrame.insert(mbrTuple, AbstractSlotManager.GREATEST_KEY_INDICATOR);
+
+                interiorFrame.getBuffer().putInt(
+                        interiorFrame.getTupleOffset(interiorFrame.getTupleCount() - 1) + mbrTuple.getTupleSize(),
+                        prevNodeFrontierPages.get(level - 1));
+
+                propagateBulk(level + 1, toRoot, pagesToWrite);
+            } else if (interiorFrame.hasSpaceInsert(mbrTuple) == FrameOpSpaceStatus.SUFFICIENT_CONTIGUOUS_SPACE
+                    && !toRoot) {
+
+                interiorFrame.insert(mbrTuple, -1);
+
+                interiorFrame.getBuffer().putInt(
+                        interiorFrame.getTupleOffset(interiorFrame.getTupleCount() - 1) + mbrTuple.getTupleSize(),
+                        prevNodeFrontierPages.get(level - 1));
+            }
+
+            if (toRoot && level < nodeFrontiers.size() - 1) {
+                lowerFrame = prevInteriorFrame;
+                lowerFrame.setPage(frontier.page);
+                propagateBulk(level + 1, true, pagesToWrite);
+            }
+
+            leafFrame.setPage(nodeFrontiers.get(0).page);
+        }
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        throw new UnsupportedOperationException("Validation not implemented for R-Trees.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java
new file mode 100644
index 0000000..b740314
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeCursorInitialState.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class RTreeCursorInitialState implements ICursorInitialState {
+
+    private PathList pathList;
+    private int rootPage;
+    private ICachedPage page; // for disk order scan
+    private MultiComparator originalKeyCmp;
+
+    public RTreeCursorInitialState(PathList pathList, int rootPage) {
+        this.pathList = pathList;
+        this.rootPage = rootPage;
+    }
+
+    public PathList getPathList() {
+        return pathList;
+    }
+
+    public int getRootPage() {
+        return rootPage;
+    }
+
+    public void setRootPage(int rootPage) {
+        this.rootPage = rootPage;
+    }
+
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    public void setPage(ICachedPage page) {
+        this.page = page;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalKeyCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalKeyCmp = originalCmp;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        // Do nothing
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeOpContext.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeOpContext.java
new file mode 100644
index 0000000..107dc30
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeOpContext.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexOperationContext;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
+import org.apache.hyracks.storage.am.common.ophelpers.IndexOperation;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+
+public class RTreeOpContext implements IIndexOperationContext {
+    private static final int INITIAL_TRAVERSE_LIST_SIZE = 100;
+    private static final int INITIAL_HEIGHT = 8;
+    public final MultiComparator cmp;
+    public final IRTreeInteriorFrame interiorFrame;
+    public final IRTreeLeafFrame leafFrame;
+    public IndexOperation op;
+    public ITreeIndexCursor cursor;
+    public RTreeCursorInitialState cursorInitialState;
+    public ITreeIndexMetaDataFrame metaFrame;
+    public RTreeSplitKey splitKey;
+    public ITupleReference tuple;
+    // Used to record the pageIds and pageLsns of the visited pages.
+    public PathList pathList;
+    // Used for traversing the tree.
+    public PathList traverseList;
+
+    public ArrayList<ICachedPage> NSNUpdates;
+    public ArrayList<ICachedPage> LSNUpdates;
+
+    public IModificationOperationCallback modificationCallback;
+
+    public RTreeOpContext(IRTreeLeafFrame leafFrame, IRTreeInteriorFrame interiorFrame,
+            ITreeIndexMetaDataFrame metaFrame, IBinaryComparatorFactory[] cmpFactories,
+            IModificationOperationCallback modificationCallback) {
+
+        if (cmpFactories[0] != null) {
+            this.cmp = MultiComparator.create(cmpFactories);
+        } else {
+            this.cmp = null;
+        }
+
+        this.interiorFrame = interiorFrame;
+        this.leafFrame = leafFrame;
+        this.metaFrame = metaFrame;
+        this.modificationCallback = modificationCallback;
+        pathList = new PathList(INITIAL_HEIGHT, INITIAL_HEIGHT);
+        NSNUpdates = new ArrayList<ICachedPage>();
+        LSNUpdates = new ArrayList<ICachedPage>();
+    }
+
+    public ITupleReference getTuple() {
+        return tuple;
+    }
+
+    public void setTuple(ITupleReference tuple) {
+        this.tuple = tuple;
+    }
+
+    public void reset() {
+        if (pathList != null) {
+            pathList.clear();
+        }
+        if (traverseList != null) {
+            traverseList.clear();
+        }
+        NSNUpdates.clear();
+        LSNUpdates.clear();
+    }
+
+    @Override
+    public void setOperation(IndexOperation newOp) {
+        if (op != null && newOp == op) {
+            return;
+        }
+        if (op != IndexOperation.SEARCH && op != IndexOperation.DISKORDERSCAN) {
+            if (splitKey == null) {
+                splitKey = new RTreeSplitKey(interiorFrame.getTupleWriter().createTupleReference(), interiorFrame
+                        .getTupleWriter().createTupleReference());
+            }
+            if (traverseList == null) {
+                traverseList = new PathList(INITIAL_TRAVERSE_LIST_SIZE, INITIAL_TRAVERSE_LIST_SIZE);
+            }
+        }
+        if (cursorInitialState == null) {
+            cursorInitialState = new RTreeCursorInitialState(pathList, 1);
+        }
+        this.op = newOp;
+    }
+
+    @Override
+    public IndexOperation getOperation() {
+        return op;
+    }
+
+    public void setModificationCallback(IModificationOperationCallback modificationCallback) {
+        this.modificationCallback = modificationCallback;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java
new file mode 100644
index 0000000..5ee8700
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSearchCursor.java
@@ -0,0 +1,266 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ICursorInitialState;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class RTreeSearchCursor implements ITreeIndexCursor {
+
+    private int fileId = -1;
+    private ICachedPage page = null;
+    private IRTreeInteriorFrame interiorFrame = null;
+    protected IRTreeLeafFrame leafFrame = null;
+    private IBufferCache bufferCache = null;
+
+    private SearchPredicate pred;
+    private PathList pathList;
+    private int rootPage;
+    protected ITupleReference searchKey;
+
+    private int tupleIndex = 0;
+    private int tupleIndexInc = 0;
+    private int currentTupleIndex = 0;
+    private int pageId = -1;
+
+    protected MultiComparator cmp;
+
+    private ITreeIndexTupleReference frameTuple;
+    private boolean readLatched = false;
+
+    public RTreeSearchCursor(IRTreeInteriorFrame interiorFrame, IRTreeLeafFrame leafFrame) {
+        this.interiorFrame = interiorFrame;
+        this.leafFrame = leafFrame;
+        this.frameTuple = leafFrame.createTupleReference();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (readLatched) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+            readLatched = false;
+        }
+        tupleIndex = 0;
+        tupleIndexInc = 0;
+        page = null;
+        pathList = null;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return frameTuple;
+    }
+
+    public int getTupleOffset() {
+        return leafFrame.getTupleOffset(currentTupleIndex);
+    }
+
+    public int getPageId() {
+        return pageId;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    protected boolean fetchNextLeafPage() throws HyracksDataException {
+        boolean succeeded = false;
+        if (readLatched) {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+            readLatched = false;
+        }
+
+        while (!pathList.isEmpty()) {
+            int pageId = pathList.getLastPageId();
+            long parentLsn = pathList.getLastPageLsn();
+            pathList.moveLast();
+            if(pageId <0) throw new IllegalStateException();
+            if(fileId<0) throw new IllegalStateException();
+            ICachedPage node = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+            node.acquireReadLatch();
+            readLatched = true;
+            try {
+                interiorFrame.setPage(node);
+                boolean isLeaf = interiorFrame.isLeaf();
+                long pageLsn = interiorFrame.getPageLsn();
+
+                if (pageId != rootPage && parentLsn < interiorFrame.getPageNsn()) {
+                    // Concurrent split detected, we need to visit the right
+                    // page
+                    int rightPage = interiorFrame.getRightPage();
+                    if (rightPage != -1) {
+                        pathList.add(rightPage, parentLsn, -1);
+                    }
+                }
+
+                if (!isLeaf) {
+                    // We do DFS so that we get the tuples ordered (for disk
+                    // RTrees only) in the case we we are using total order
+                    // (such as Hilbert order)
+                    if (searchKey != null) {
+                        for (int i = interiorFrame.getTupleCount() - 1; i >= 0; i--) {
+                            int childPageId = interiorFrame.getChildPageIdIfIntersect(searchKey, i, cmp);
+                            if (childPageId != -1) {
+                                pathList.add(childPageId, pageLsn, -1);
+                            }
+                        }
+                    } else {
+                        for (int i = interiorFrame.getTupleCount() - 1; i >= 0; i--) {
+                            int childPageId = interiorFrame.getChildPageId(i);
+                            pathList.add(childPageId, pageLsn, -1);
+                        }
+                    }
+
+                } else {
+                    page = node;
+                    this.pageId = pageId; // This is only needed for the
+                                          // LSMRTree flush operation
+                    leafFrame.setPage(page);
+                    tupleIndex = 0;
+                    succeeded = true;
+                    return true;
+                }
+            } finally {
+                if (!succeeded) {
+                    if (readLatched) {
+                        node.releaseReadLatch();
+                        readLatched = false;
+                        bufferCache.unpin(node);
+                    }
+                }
+            }
+        }
+        return false;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        if (page == null) {
+            return false;
+        }
+
+        if (tupleIndex == leafFrame.getTupleCount()) {
+            if (!fetchNextLeafPage()) {
+                return false;
+            }
+        }
+
+        do {
+            for (int i = tupleIndex; i < leafFrame.getTupleCount(); i++) {
+                if (searchKey != null) {
+                    if (leafFrame.intersect(searchKey, i, cmp)) {
+                        frameTuple.resetByTupleIndex(leafFrame, i);
+                        currentTupleIndex = i; // This is only needed for the
+                                               // LSMRTree flush operation
+                        tupleIndexInc = i + 1;
+                        return true;
+                    }
+                } else {
+                    frameTuple.resetByTupleIndex(leafFrame, i);
+                    currentTupleIndex = i; // This is only needed for the
+                                           // LSMRTree
+                                           // flush operation
+                    tupleIndexInc = i + 1;
+                    return true;
+                }
+            }
+        } while (fetchNextLeafPage());
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        tupleIndex = tupleIndexInc;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (this.page != null) {
+            this.page.releaseReadLatch();
+            readLatched = false;
+            bufferCache.unpin(this.page);
+            pathList.clear();
+        }
+
+        pathList = ((RTreeCursorInitialState) initialState).getPathList();
+        rootPage = ((RTreeCursorInitialState) initialState).getRootPage();
+
+        pred = (SearchPredicate) searchPred;
+        cmp = pred.getLowKeyComparator();
+        searchKey = pred.getLowKey();
+
+        if (searchKey != null) {
+            int maxFieldPos = cmp.getKeyFieldCount() / 2;
+            for (int i = 0; i < maxFieldPos; i++) {
+                int j = maxFieldPos + i;
+                int c = cmp.getComparators()[i].compare(searchKey.getFieldData(i), searchKey.getFieldStart(i),
+                        searchKey.getFieldLength(i), searchKey.getFieldData(j), searchKey.getFieldStart(j),
+                        searchKey.getFieldLength(j));
+                if (c > 0) {
+                    throw new IllegalArgumentException(
+                            "The low key point has larger coordinates than the high key point.");
+                }
+            }
+        }
+
+        pathList.add(this.rootPage, -1, -1);
+        tupleIndex = 0;
+        fetchNextLeafPage();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        close();
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return false;
+    }
+
+    @Override
+    public void markCurrentTupleAsUpdated() throws HyracksDataException {
+        throw new HyracksDataException("Updating tuples is not supported with this cursor.");
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSplitKey.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSplitKey.java
new file mode 100644
index 0000000..ec731c3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/RTreeSplitKey.java
@@ -0,0 +1,158 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.storage.am.common.api.ISplitKey;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+
+public class RTreeSplitKey implements ISplitKey {
+	public byte[] leftPageData = null;
+	public ByteBuffer leftPageBuf = null;
+	public ITreeIndexTupleReference leftTuple;
+
+	public byte[] rightPageData = null;
+	public ByteBuffer rightPageBuf = null;
+	public ITreeIndexTupleReference rightTuple;
+
+	public int keySize = 0;
+
+	public RTreeSplitKey(ITreeIndexTupleReference leftTuple,
+			ITreeIndexTupleReference rightTuple) {
+		this.leftTuple = leftTuple;
+		this.rightTuple = rightTuple;
+	}
+
+	public void initData(int keySize) {
+		// try to reuse existing memory from a lower-level split if possible
+		this.keySize = keySize;
+		if (leftPageData != null) {
+			if (leftPageData.length < keySize + 4) {
+				leftPageData = new byte[keySize + 4]; // add 4 for the page
+				leftPageBuf = ByteBuffer.wrap(leftPageData);
+			}
+		} else {
+			leftPageData = new byte[keySize + 4]; // add 4 for the page
+			leftPageBuf = ByteBuffer.wrap(leftPageData);
+		}
+		if (rightPageData != null) {
+			if (rightPageData.length < keySize + 4) {
+				rightPageData = new byte[keySize + 4]; // add 4 for the page
+				rightPageBuf = ByteBuffer.wrap(rightPageData);
+			}
+		} else {
+			rightPageData = new byte[keySize + 4]; // add 4 for the page
+			rightPageBuf = ByteBuffer.wrap(rightPageData);
+		}
+
+		leftTuple.resetByTupleOffset(leftPageBuf, 0);
+		rightTuple.resetByTupleOffset(rightPageBuf, 0);
+	}
+
+	public void resetLeftPage() {
+		leftPageData = null;
+		leftPageBuf = null;
+	}
+
+	public void resetRightPage() {
+		rightPageData = null;
+		rightPageBuf = null;
+	}
+
+	public ByteBuffer getLeftPageBuffer() {
+		return leftPageBuf;
+	}
+
+	public ByteBuffer getRightPageBuffer() {
+		return rightPageBuf;
+	}
+
+	public ITreeIndexTupleReference getLeftTuple() {
+		return leftTuple;
+	}
+
+	public ITreeIndexTupleReference getRightTuple() {
+		return rightTuple;
+	}
+
+	public int getLeftPage() {
+		return leftPageBuf.getInt(keySize);
+	}
+
+	public int getRightPage() {
+		return rightPageBuf.getInt(keySize);
+	}
+
+	public void setLeftPage(int page) {
+		leftPageBuf.putInt(keySize, page);
+	}
+
+	public void setRightPage(int page) {
+		rightPageBuf.putInt(keySize, page);
+	}
+
+	public ISplitKey duplicate(ITreeIndexTupleReference copyLeftTuple,
+			ITreeIndexTupleReference copyRightTuple) {
+		RTreeSplitKey copy = new RTreeSplitKey(copyLeftTuple, copyRightTuple);
+		copy.leftPageData = leftPageData.clone();
+		copy.leftPageBuf = ByteBuffer.wrap(copy.leftPageData);
+		copy.leftTuple.setFieldCount(leftTuple.getFieldCount());
+		copy.leftTuple.resetByTupleOffset(copy.leftPageBuf, 0);
+
+		copy.rightPageData = rightPageData.clone();
+		copy.rightPageBuf = ByteBuffer.wrap(copy.rightPageData);
+		copy.rightTuple.setFieldCount(rightTuple.getFieldCount());
+		copy.rightTuple.resetByTupleOffset(copy.rightPageBuf, 0);
+		return copy;
+	}
+
+	@Override
+	public void reset() {
+		leftPageData = null;
+		leftPageBuf = null;
+		rightPageData = null;
+		rightPageBuf = null;
+	}
+
+	@Override
+	public ByteBuffer getBuffer() {
+		// TODO Auto-generated method stub
+		return null;
+	}
+
+	@Override
+	public ITreeIndexTupleReference getTuple() {
+		// TODO Auto-generated method stub
+		return null;
+	}
+
+	@Override
+	public void setPages(int leftPage, int rightPage) {
+		leftPageBuf.putInt(keySize, leftPage);
+		rightPageBuf.putInt(keySize, rightPage);
+	}
+
+	@Override
+	public ISplitKey duplicate(ITreeIndexTupleReference copyTuple) {
+		// TODO Auto-generated method stub
+		return null;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/Rectangle.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/Rectangle.java
new file mode 100644
index 0000000..cbfd245
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/Rectangle.java
@@ -0,0 +1,142 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+
+public class Rectangle {
+    private int dim;
+    private double[] low;
+    private double[] high;
+
+    public Rectangle(int dim) {
+        this.dim = dim;
+        low = new double[this.dim];
+        high = new double[this.dim];
+    }
+
+    public int getDim() {
+        return dim;
+    }
+
+    public double getLow(int i) {
+        return low[i];
+    }
+
+    public double getHigh(int i) {
+        return high[i];
+    }
+
+    public void setLow(int i, double value) {
+        low[i] = value;
+    }
+
+    public void setHigh(int i, double value) {
+        high[i] = value;
+    }
+
+    public void set(ITupleReference tuple, IPrimitiveValueProvider[] valueProviders) {
+        for (int i = 0; i < getDim(); i++) {
+            int j = i + getDim();
+            setLow(i, valueProviders[i].getValue(tuple.getFieldData(i), tuple.getFieldStart(i)));
+            setHigh(i, valueProviders[j].getValue(tuple.getFieldData(j), tuple.getFieldStart(j)));
+        }
+    }
+
+    public void enlarge(ITupleReference tupleToBeInserted, IPrimitiveValueProvider[] valueProviders) {
+        for (int i = 0; i < getDim(); i++) {
+            int j = getDim() + i;
+            double low = valueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                    tupleToBeInserted.getFieldStart(i));
+            if (getLow(i) > low) {
+                setLow(i, low);
+            }
+            double high = valueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                    tupleToBeInserted.getFieldStart(j));
+            if (getHigh(i) < high) {
+                setHigh(i, high);
+            }
+        }
+    }
+
+    public double enlargedArea(ITupleReference tupleToBeInserted, IPrimitiveValueProvider[] valueProviders) {
+        double areaBeforeEnlarge = area();
+        double areaAfterEnlarge = 1.0;
+
+        for (int i = 0; i < getDim(); i++) {
+            int j = getDim() + i;
+
+            double low = valueProviders[i].getValue(tupleToBeInserted.getFieldData(i),
+                    tupleToBeInserted.getFieldStart(i));
+            double lowAfterEnlargement;
+            if (getLow(i) > low) {
+                lowAfterEnlargement = low;
+            } else {
+                lowAfterEnlargement = getLow(i);
+            }
+
+            double high = valueProviders[j].getValue(tupleToBeInserted.getFieldData(j),
+                    tupleToBeInserted.getFieldStart(j));
+            double highAfterEnlargement;
+            if (getHigh(i) < high) {
+                highAfterEnlargement = high;
+            } else {
+                highAfterEnlargement = getHigh(i);
+            }
+
+            areaAfterEnlarge *= highAfterEnlargement - lowAfterEnlargement;
+        }
+        return areaAfterEnlarge - areaBeforeEnlarge;
+    }
+
+    public double margin() {
+        double margin = 0.0;
+        double mul = Math.pow(2, (double) getDim() - 1.0);
+        for (int i = 0; i < getDim(); i++) {
+            margin += (getHigh(i) - getLow(i)) * mul;
+        }
+        return margin;
+    }
+
+    public double overlappedArea(Rectangle rec) {
+        double area = 1.0;
+        double f1, f2;
+
+        for (int i = 0; i < getDim(); i++) {
+            if (getLow(i) > rec.getHigh(i) || getHigh(i) < rec.getLow(i)) {
+                return 0.0;
+            }
+
+            f1 = Math.max(getLow(i), rec.getLow(i));
+            f2 = Math.min(getHigh(i), rec.getHigh(i));
+            area *= f2 - f1;
+        }
+        return area;
+    }
+
+    public double area() {
+        double area = 1.0;
+        for (int i = 0; i < getDim(); i++) {
+            area *= getHigh(i) - getLow(i);
+        }
+        return area;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/SearchPredicate.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/SearchPredicate.java
new file mode 100644
index 0000000..da03608
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/SearchPredicate.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.impls.AbstractSearchPredicate;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class SearchPredicate extends AbstractSearchPredicate {
+
+    private static final long serialVersionUID = 1L;
+
+    protected ITupleReference searchKey;
+    protected MultiComparator cmp;
+
+    public SearchPredicate(ITupleReference searchKey, MultiComparator cmp) {
+        this.searchKey = searchKey;
+        this.cmp = cmp;
+    }
+
+    public SearchPredicate(ITupleReference searchKey, MultiComparator cmp, ITupleReference minFilterTuple,
+            ITupleReference maxFilterTuple) {
+        super(minFilterTuple, maxFilterTuple);
+        this.searchKey = searchKey;
+        this.cmp = cmp;
+    }
+
+    @Override
+    public ITupleReference getLowKey() {
+        return searchKey;
+    }
+
+    public void setSearchKey(ITupleReference searchKey) {
+        this.searchKey = searchKey;
+    }
+
+    @Override
+    public MultiComparator getLowKeyComparator() {
+        return cmp;
+    }
+
+    @Override
+    public MultiComparator getHighKeyComparator() {
+        return cmp;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntry.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntry.java
new file mode 100644
index 0000000..a9176c9
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntry.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMFrame;
+
+public class TupleEntry implements Comparable<TupleEntry> {
+	private int tupleIndex;
+	private double value;
+
+	public TupleEntry() {
+	}
+
+	public int getTupleIndex() {
+		return tupleIndex;
+	}
+
+	public void setTupleIndex(int tupleIndex) {
+		this.tupleIndex = tupleIndex;
+	}
+
+	public double getValue() {
+		return value;
+	}
+
+	public void setValue(double value) {
+		this.value = value;
+	}
+
+	public int compareTo(TupleEntry tupleEntry) {
+		double cmp = this.getValue() - tupleEntry.getValue();
+		if (cmp > RTreeNSMFrame.doubleEpsilon())
+			return 1;
+		cmp = tupleEntry.getValue() - this.getValue();
+		if (cmp > RTreeNSMFrame.doubleEpsilon())
+			return -1;
+		return 0;
+	}
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntryArrayList.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntryArrayList.java
new file mode 100644
index 0000000..e8dce65
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/TupleEntryArrayList.java
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import java.util.Arrays;
+import java.util.Collections;
+
+public class TupleEntryArrayList {
+	private TupleEntry[] data;
+	private int size;
+	private final int growth;
+
+	public TupleEntryArrayList(int initialCapacity, int growth) {
+		data = new TupleEntry[initialCapacity];
+		size = 0;
+		this.growth = growth;
+	}
+
+	public int size() {
+		return size;
+	}
+
+	public void add(int tupleIndex, double value) {
+		if (size == data.length) {
+			TupleEntry[] newData = new TupleEntry[data.length + growth];
+			System.arraycopy(data, 0, newData, 0, data.length);
+			data = newData;
+		}
+		if (data[size] == null) {
+			data[size] = new TupleEntry();
+		}
+		data[size].setTupleIndex(tupleIndex);
+		data[size].setValue(value);
+		size++;
+	}
+
+	public void removeLast() {
+		if (size > 0)
+			size--;
+	}
+
+	// WARNING: caller is responsible for checking size > 0
+	public TupleEntry getLast() {
+		return data[size - 1];
+	}
+
+	public TupleEntry get(int i) {
+		return data[i];
+	}
+
+	public void clear() {
+		size = 0;
+	}
+
+	public boolean isEmpty() {
+		return size == 0;
+	}
+
+	public void sort(EntriesOrder order, int tupleCount) {
+		if (order == EntriesOrder.ASCENDING) {
+			Arrays.sort(data, 0, tupleCount);
+		} else {
+			Arrays.sort(data, 0, tupleCount, Collections.reverseOrder());
+		}
+	}
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/UnorderedSlotManager.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/UnorderedSlotManager.java
new file mode 100644
index 0000000..f85a9c5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/impls/UnorderedSlotManager.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.impls;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.frames.AbstractSlotManager;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import org.apache.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMFrame;
+
+public class UnorderedSlotManager extends AbstractSlotManager {
+
+    @Override
+    public int findTupleIndex(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, MultiComparator multiCmp,
+            FindTupleMode mode, FindTupleNoExactMatchPolicy matchPolicy) throws HyracksDataException {
+        if (searchKey.getFieldCount() == frameTuple.getFieldCount()) {
+            int maxFieldPos = multiCmp.getKeyFieldCount() / 2;
+            for (int i = 0; i < frame.getTupleCount(); i++) {
+                frameTuple.resetByTupleIndex(frame, i);
+
+                boolean foundTuple = true;
+                for (int j = 0; j < maxFieldPos; j++) {
+                    int k = maxFieldPos + j;
+                    int c1 = multiCmp.getComparators()[j].compare(frameTuple.getFieldData(j),
+                            frameTuple.getFieldStart(j), frameTuple.getFieldLength(j), searchKey.getFieldData(j),
+                            searchKey.getFieldStart(j), searchKey.getFieldLength(j));
+
+                    if (c1 != 0) {
+                        foundTuple = false;
+                        break;
+                    }
+                    int c2 = multiCmp.getComparators()[k].compare(frameTuple.getFieldData(k),
+                            frameTuple.getFieldStart(k), frameTuple.getFieldLength(k), searchKey.getFieldData(k),
+                            searchKey.getFieldStart(k), searchKey.getFieldLength(k));
+                    if (c2 != 0) {
+                        foundTuple = false;
+                        break;
+                    }
+                }
+                int remainingFieldCount = frameTuple.getFieldCount() - multiCmp.getKeyFieldCount();
+                for (int j = multiCmp.getKeyFieldCount(); j < multiCmp.getKeyFieldCount() + remainingFieldCount; j++) {
+                    if (!compareField(searchKey, frameTuple, j)) {
+                        foundTuple = false;
+                        break;
+                    }
+                }
+                if (foundTuple) {
+                    return i;
+                }
+            }
+        }
+        return -1;
+    }
+
+    private boolean compareField(ITupleReference searchKey, ITreeIndexTupleReference frameTuple, int fIdx) {
+        int searchKeyFieldLength = searchKey.getFieldLength(fIdx);
+        int frameTupleFieldLength = frameTuple.getFieldLength(fIdx);
+
+        if (searchKeyFieldLength != frameTupleFieldLength) {
+            return false;
+        }
+
+        for (int i = 0; i < searchKeyFieldLength; i++) {
+            if (searchKey.getFieldData(fIdx)[i + searchKey.getFieldStart(fIdx)] != frameTuple.getFieldData(fIdx)[i
+                    + frameTuple.getFieldStart(fIdx)]) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    @Override
+    public int insertSlot(int tupleIndex, int tupleOff) {
+        int slotOff = getSlotEndOff() - slotSize;
+        setSlot(slotOff, tupleOff);
+        return slotOff;
+    }
+
+    public void modifySlot(int slotOff, int tupleOff) {
+        setSlot(slotOff, tupleOff);
+    }
+
+    public void deleteSlot(int slotOff) {
+        System.arraycopy(frame.getBuffer().array(), getSlotEndOff(), frame.getBuffer().array(), slotOff + slotSize,
+                slotSize);
+    }
+
+    public void deleteEmptySlots() {
+        int slotOff = getSlotStartOff();
+        while (frame.getTupleCount() > 0) {
+            while (frame.getBuffer().getInt(getSlotEndOff()) == -1) {
+                ((RTreeNSMFrame) frame).setTupleCount(frame.getTupleCount() - 1);
+                if (frame.getTupleCount() == 0) {
+                    break;
+                }
+            }
+            if (frame.getTupleCount() == 0 || slotOff <= getSlotEndOff()) {
+                break;
+            }
+            if (frame.getBuffer().getInt(slotOff) == -1) {
+                modifySlot(slotOff, frame.getBuffer().getInt(getSlotEndOff()));
+                ((RTreeNSMFrame) frame).setTupleCount(frame.getTupleCount() - 1);
+            }
+            slotOff -= slotSize;
+
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java
new file mode 100644
index 0000000..cd380e1
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparator.java
@@ -0,0 +1,198 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+import org.apache.hyracks.storage.am.common.ophelpers.IntArrayList;
+import org.apache.hyracks.storage.am.rtree.impls.DoublePrimitiveValueProviderFactory;
+
+/*
+ * This compares two points based on the hilbert curve. Currently, it only supports
+ * doubles (this can be changed by changing all doubles to ints as there are no
+ * number generics in Java) in the two-dimensional space. For more dimensions, the
+ * state machine has to be automatically generated. The idea of the fractal generation
+ * of the curve is described e.g. in http://dl.acm.org/ft_gateway.cfm?id=383528&type=pdf
+ *
+ * Unlike the described approach, this comparator does not compute the hilbert value at
+ * any point. Instead, it only evaluates how the two inputs compare to each other. This
+ * is done by starting at the lowest hilbert resolution and zooming in on the fractal until
+ * the two points are in different quadrants.
+ *
+ * As a performance optimization, the state of the state machine is saved in a stack and
+ * maintained over comparisons. The idea behind this is that comparisons are usually in a
+ * similar area (e.g. geo coordinates). Zooming in from [-MAX_VALUE, MAX_VALUE] would take
+ * ~300 steps every time. Instead, the comparator start from the previous state and zooms out
+ * if necessary
+ */
+
+public class HilbertDoubleComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+    private final HilbertState[] states;
+
+    private double[] bounds;
+    private double stepsize;
+    private int state;
+    private IntArrayList stateStack = new IntArrayList(1000, 200);
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private IPrimitiveValueProvider valueProvider = DoublePrimitiveValueProviderFactory.INSTANCE
+            .createPrimitiveValueProvider();
+
+    private double[] a;
+    private double[] b;
+
+    private class HilbertState {
+        public final int[] nextState;
+        public final int[] position;
+
+        public HilbertState(int[] nextState, int[] order) {
+            this.nextState = nextState;
+            this.position = order;
+        }
+    }
+
+    public HilbertDoubleComparator(int dimension) {
+        if (dimension != 2)
+            throw new IllegalArgumentException();
+        dim = dimension;
+        a = new double[dim];
+        b = new double[dim];
+
+        states = new HilbertState[] { new HilbertState(new int[] { 3, 0, 1, 0 }, new int[] { 0, 1, 3, 2 }),
+                new HilbertState(new int[] { 1, 1, 0, 2 }, new int[] { 2, 1, 3, 0 }),
+                new HilbertState(new int[] { 2, 3, 2, 1 }, new int[] { 2, 3, 1, 0 }),
+                new HilbertState(new int[] { 0, 2, 3, 3 }, new int[] { 0, 3, 1, 2 }) };
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        state = 0;
+        stateStack.clear();
+        stepsize = Double.MAX_VALUE / 2;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most
+        // cases,
+        // the needed zoom factor is close to the old one. In this step, we
+        // check if we have
+        // to zoom out
+        while (true) {
+            if (stateStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+            state = stateStack.getLast();
+            stateStack.removeLast();
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                state = stateStack.getLast();
+                stateStack.removeLast();
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            stateStack.add(state);
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                int posA = states[state].position[quadrantA];
+                int posB = states[state].position[quadrantB];
+
+                if (posA < posB)
+                    return -1;
+                else
+                    return 1;
+            }
+
+            state = states[state].nextState[quadrantA];
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = DoublePointable.getDouble(b1, s1 + (i * l1));
+            b[i] = DoublePointable.getDouble(b2, s2 + (i * l2));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java
new file mode 100644
index 0000000..8c73e12
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/HilbertDoubleComparatorFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class HilbertDoubleComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private int dim;
+
+    public static HilbertDoubleComparatorFactory get(int dim) {
+        return new HilbertDoubleComparatorFactory(dim);
+    }
+
+    public HilbertDoubleComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new HilbertDoubleComparator(dim);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java
new file mode 100644
index 0000000..0280ba5
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparator.java
@@ -0,0 +1,154 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProvider;
+import org.apache.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+import org.apache.hyracks.storage.am.rtree.impls.DoublePrimitiveValueProviderFactory;
+
+/*
+ * This compares two points based on the z curve. For doubles, we cannot use
+ * the simple bit magic approach. There may, however, be a better approach than this.
+ */
+
+public class ZCurveDoubleComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+
+    private double[] bounds;
+    private double stepsize;
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private IPrimitiveValueProvider valueProvider = DoublePrimitiveValueProviderFactory.INSTANCE
+            .createPrimitiveValueProvider();
+
+    private double[] a;
+    private double[] b;
+
+    public ZCurveDoubleComparator(int dimension) {
+        dim = dimension;
+        a = new double[dim];
+        b = new double[dim];
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        stepsize = Double.MAX_VALUE / 2;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most
+        // cases,
+        // the needed zoom factor is close to the old one. In this step, we
+        // check if we have
+        // to zoom out
+        while (true) {
+            if (boundsStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                if (quadrantA < quadrantB)
+                    return -1;
+                else if (quadrantA > quadrantB)
+                    return 1;
+                else
+                    return 0;
+            }
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = DoublePointable.getDouble(b1, s1 + (i * l1));
+            b[i] = DoublePointable.getDouble(b2, s2 + (i * l2));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java
new file mode 100644
index 0000000..a2650d3
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveDoubleComparatorFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class ZCurveDoubleComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private int dim;
+
+    public static ZCurveDoubleComparatorFactory get(int dim) {
+        return new ZCurveDoubleComparatorFactory(dim);
+    }
+
+    public ZCurveDoubleComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new ZCurveDoubleComparator(dim);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java
new file mode 100644
index 0000000..2f372e2
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparator.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.storage.am.common.ophelpers.DoubleArrayList;
+
+/*
+ * This compares two points based on the z curve. For doubles, we cannot use
+ * the simple bit magic approach. There may, however, be a better approach than this.
+ */
+
+public class ZCurveIntComparator implements ILinearizeComparator {
+    private final int dim; // dimension
+
+    private double[] bounds;
+    private double stepsize;
+    private DoubleArrayList boundsStack = new DoubleArrayList(2000, 400);
+
+    private int[] a;
+    private int[] b;
+
+    public ZCurveIntComparator(int dimension) {
+        dim = dimension;
+        a = new int[dim];
+        b = new int[dim];
+
+        resetStateMachine();
+    }
+
+    private void resetStateMachine() {
+        stepsize = Integer.MAX_VALUE / 2.0f;
+        bounds = new double[dim];
+        boundsStack.clear();
+    }
+
+    public int compare() {
+        boolean equal = true;
+        for (int i = 0; i < dim; i++) {
+            if (a[i] != b[i])
+                equal = false;
+        }
+        if (equal)
+            return 0;
+
+        // We keep the state of the state machine after a comparison. In most cases,
+        // the needed zoom factor is close to the old one. In this step, we check if we have
+        // to zoom out
+        while (true) {
+            if (boundsStack.size() <= dim) {
+                resetStateMachine();
+                break;
+            }
+            boolean zoomOut = false;
+            for (int i = 0; i < dim; i++) {
+                if (Math.min(a[i], b[i]) <= bounds[i] - 2 * stepsize
+                        || Math.max(a[i], b[i]) >= bounds[i] + 2 * stepsize) {
+                    zoomOut = true;
+                    break;
+                }
+            }
+
+            for (int j = dim - 1; j >= 0; j--) {
+                bounds[j] = boundsStack.getLast();
+                boundsStack.removeLast();
+            }
+            stepsize *= 2;
+            if (!zoomOut) {
+                for (int j = dim - 1; j >= 0; j--) {
+                    bounds[j] = boundsStack.getLast();
+                    boundsStack.removeLast();
+                }
+                stepsize *= 2;
+                break;
+            }
+        }
+
+        while (true) {
+            for (int j = 0; j < dim; j++) {
+                boundsStack.add(bounds[j]);
+            }
+
+            // Find the quadrant in which A and B are
+            int quadrantA = 0, quadrantB = 0;
+            for (int i = dim - 1; i >= 0; i--) {
+                if (a[i] >= bounds[i])
+                    quadrantA ^= (1 << (dim - i - 1));
+                if (b[i] >= bounds[i])
+                    quadrantB ^= (1 << (dim - i - 1));
+
+                if (a[i] >= bounds[i]) {
+                    bounds[i] += stepsize;
+                } else {
+                    bounds[i] -= stepsize;
+                }
+            }
+
+            stepsize /= 2;
+            if (stepsize <= 2 * DoublePointable.getEpsilon())
+                return 0;
+            // avoid infinite loop due to machine epsilon problems
+
+            if (quadrantA != quadrantB) {
+                // find the position of A and B's quadrants
+                if (quadrantA < quadrantB)
+                    return -1;
+                else if (quadrantA > quadrantB)
+                    return 1;
+                else
+                    return 0;
+            }
+        }
+    }
+
+    @Override
+    public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2) {
+        for (int i = 0; i < dim; i++) {
+            a[i] = IntegerPointable.getInteger(b1, s1 + (i * l1));
+            b[i] = IntegerPointable.getInteger(b2, s2 + (i * l2));
+        }
+
+        return compare();
+    }
+
+    @Override
+    public int getDimensions() {
+        return dim;
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java
new file mode 100644
index 0000000..4827a74
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/linearize/ZCurveIntComparatorFactory.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree.linearize;
+
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparator;
+import org.apache.hyracks.api.dataflow.value.ILinearizeComparatorFactory;
+
+public class ZCurveIntComparatorFactory implements ILinearizeComparatorFactory {
+    private static final long serialVersionUID = 1L;
+
+    private int dim;
+
+    public static ZCurveIntComparatorFactory get(int dim) {
+        return new ZCurveIntComparatorFactory(dim);
+    }
+
+    public ZCurveIntComparatorFactory(int dim) {
+    	this.dim = dim;
+    }
+
+    @Override
+    public ILinearizeComparator createBinaryComparator() {
+        return new ZCurveIntComparator(dim);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java
new file mode 100644
index 0000000..40b0481
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriter.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.tuples;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+public class RTreeTypeAwareTupleWriter extends TypeAwareTupleWriter {
+
+    public RTreeTypeAwareTupleWriter(ITypeTraits[] typeTraits) {
+        super(typeTraits);
+    }
+
+    public int writeTupleFields(ITreeIndexTupleReference[] refs, int startField, ByteBuffer targetBuf, int targetOff) {
+        int runner = targetOff;
+        int nullFlagsBytes = getNullFlagsBytes(refs.length);
+        // write null indicator bits
+        for (int i = 0; i < nullFlagsBytes; i++) {
+            targetBuf.put(runner++, (byte) 0);
+        }
+
+        // write field slots for variable length fields
+        // since the r-tree has fixed length keys, we don't actually need this?
+        for (int i = startField; i < startField + refs.length; i++) {
+            if (!typeTraits[i].isFixedLength()) {
+                runner += VarLenIntEncoderDecoder.encode(refs[i].getFieldLength(i), targetBuf.array(), runner);
+            }
+        }
+
+        // write data
+        for (int i = 0; i < refs.length; i++) {
+            System.arraycopy(refs[i].getFieldData(i), refs[i].getFieldStart(i), targetBuf.array(), runner,
+                    refs[i].getFieldLength(i));
+            runner += refs[i].getFieldLength(i);
+        }
+        return runner - targetOff;
+
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java
new file mode 100644
index 0000000..f14d89d
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/tuples/RTreeTypeAwareTupleWriterFactory.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.tuples;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriterFactory;
+
+public class RTreeTypeAwareTupleWriterFactory implements ITreeIndexTupleWriterFactory {
+
+    private static final long serialVersionUID = 1L;
+    private ITypeTraits[] typeTraits;
+
+    public RTreeTypeAwareTupleWriterFactory(ITypeTraits[] typeTraits) {
+        this.typeTraits = typeTraits;
+    }
+
+    @Override
+    public ITreeIndexTupleWriter createTupleWriter() {
+        return new RTreeTypeAwareTupleWriter(typeTraits);
+    }
+}
diff --git a/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java
new file mode 100644
index 0000000..027cea7
--- /dev/null
+++ b/hyracks/hyracks-storage-am-rtree/src/main/java/org/apache/hyracks/storage/am/rtree/util/RTreeUtils.java
@@ -0,0 +1,83 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.util;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.api.IPointableFactory;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.data.PointablePrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class RTreeUtils {
+    public static RTree createRTree(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            ITypeTraits[] typeTraits, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            IBinaryComparatorFactory[] cmpFactories, RTreePolicyType rtreePolicyType, FileReference file,
+            boolean durable) {
+
+        RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory,
+                valueProviderFactories, rtreePolicyType);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+        RTree rtree = new RTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
+        return rtree;
+    }
+
+    // Creates a new MultiComparator by constructing new IBinaryComparators.
+    public static MultiComparator getSearchMultiComparator(IBinaryComparatorFactory[] cmpFactories,
+            ITupleReference searchKey) {
+        if (searchKey == null || cmpFactories.length == searchKey.getFieldCount()) {
+            return MultiComparator.create(cmpFactories);
+        }
+        IBinaryComparator[] newCmps = new IBinaryComparator[searchKey.getFieldCount()];
+        for (int i = 0; i < searchKey.getFieldCount(); i++) {
+            newCmps[i] = cmpFactories[i].createBinaryComparator();
+        }
+        return new MultiComparator(newCmps);
+    }
+
+    public static IPrimitiveValueProviderFactory[] createPrimitiveValueProviderFactories(int len, IPointableFactory pf) {
+        IPrimitiveValueProviderFactory[] pvpfs = new IPrimitiveValueProviderFactory[len];
+        for (int i = 0; i < len; ++i) {
+            pvpfs[i] = new PointablePrimitiveValueProviderFactory(pf);
+        }
+        return pvpfs;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/pom.xml b/hyracks/hyracks-storage-common/pom.xml
new file mode 100644
index 0000000..bffa6e2
--- /dev/null
+++ b/hyracks/hyracks-storage-common/pom.xml
@@ -0,0 +1,52 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-common</artifactId>
+  <name>hyracks-storage-common</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-api</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IResourceMemoryManager.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IResourceMemoryManager.java
new file mode 100644
index 0000000..036520a
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IResourceMemoryManager.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IResourceMemoryManager {
+    void allocateMemory(String resourcePath) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IStorageManagerInterface.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IStorageManagerInterface.java
new file mode 100644
index 0000000..c1bdeab
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/IStorageManagerInterface.java
@@ -0,0 +1,37 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.IResourceIdFactory;
+
+public interface IStorageManagerInterface extends Serializable {
+    public IBufferCache getBufferCache(IHyracksTaskContext ctx);
+
+    public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx);
+
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx);
+
+    public IResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx);
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/AsyncFIFOPageQueueManager.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/AsyncFIFOPageQueueManager.java
new file mode 100644
index 0000000..4b23bb1
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/AsyncFIFOPageQueueManager.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class AsyncFIFOPageQueueManager implements Runnable {
+    private final static boolean DEBUG = false;
+
+    protected LinkedBlockingQueue<ICachedPage> queue = new LinkedBlockingQueue<ICachedPage>();
+    volatile Thread writerThread;
+    protected AtomicBoolean poisoned = new AtomicBoolean(false);
+    protected BufferCache bufferCache;
+    volatile protected PageQueue pageQueue;
+
+    public AsyncFIFOPageQueueManager(BufferCache bufferCache){
+        this.bufferCache = bufferCache;
+    }
+
+    protected class PageQueue implements IFIFOPageQueue {
+        final IBufferCache bufferCache;
+        public final IFIFOPageWriter writer;
+
+        protected PageQueue(IBufferCache bufferCache, IFIFOPageWriter writer) {
+            if(DEBUG) System.out.println("[FIFO] New Queue");
+            this.bufferCache = bufferCache;
+            this.writer = writer;
+        }
+
+        protected IBufferCache getBufferCache() {
+            return bufferCache;
+        }
+
+        protected IFIFOPageWriter getWriter() {
+            return writer;
+        }
+
+        @Override
+        public void put(ICachedPage page) throws HyracksDataException {
+            try {
+                if(!poisoned.get()) {
+                    queue.put(page);
+                }
+                else{
+                    throw new HyracksDataException("Queue is closing");
+                }
+            } catch (InterruptedException e) {
+                // TODO Auto-generated catch block
+                e.printStackTrace();
+            }
+        }
+    }
+
+
+    public PageQueue createQueue(IFIFOPageWriter writer) {
+        if (pageQueue == null) {
+            synchronized(this){
+                if (pageQueue == null) {
+                    writerThread = new Thread(this);
+                    writerThread.setName("FIFO Writer Thread");
+                    writerThread.start();
+                    pageQueue = new PageQueue(bufferCache,writer);
+                }
+            }
+        }
+        return pageQueue;
+    }
+
+    public void destroyQueue(){
+        poisoned.set(true);
+        //Dummy cached page to act as poison pill
+        CachedPage poisonPill = new CachedPage();
+        poisonPill.setQueueInfo(new QueueInfo(true,true));
+        if(writerThread == null){
+            synchronized (this){
+                if(writerThread == null) {
+                    return;
+                }
+            }
+        }
+
+        try{
+            synchronized(poisonPill){
+                queue.put(poisonPill);
+                while(queue.contains(poisonPill)){
+                    poisonPill.wait();
+                }
+            }
+        } catch (InterruptedException e){
+            e.printStackTrace();
+        }
+    }
+
+    public void finishQueue() {
+        if(DEBUG) System.out.println("[FIFO] Finishing Queue");
+        try {
+            //Dummy cached page to act as low water mark
+            CachedPage lowWater = new CachedPage();
+            lowWater.setQueueInfo(new QueueInfo(true,false));
+            synchronized(lowWater){
+                queue.put(lowWater);
+                while(queue.contains(lowWater)){
+                        lowWater.wait();
+                }
+            }
+        } catch (InterruptedException e) {
+            // TODO what do we do here?
+            e.printStackTrace();
+        }
+        if(DEBUG) System.out.println("[FIFO] Queue finished");
+    }
+
+    @Override
+    public void run() {
+        if(DEBUG) System.out.println("[FIFO] Writer started");
+        boolean die = false;
+        while (!die) {
+            try {
+                ICachedPage entry = queue.take();
+                if(entry.getQueueInfo() != null && entry.getQueueInfo().hasWaiters()){
+                    synchronized(entry) {
+                        if(entry.getQueueInfo().isPoison()) { die = true; }
+                        entry.notifyAll();
+                        continue;
+                    }
+                }
+
+                if(DEBUG) System.out.println("[FIFO] Write " + BufferedFileHandle.getFileId(((CachedPage)entry).dpid)+","
+                        + BufferedFileHandle.getPageId(((CachedPage)entry).dpid));
+
+                try {
+                    pageQueue.getWriter().write(entry, bufferCache);
+                } catch (HyracksDataException e) {
+                    //TODO: What do we do, if we could not write the page?
+                    e.printStackTrace();
+                }
+            } catch(InterruptedException e) {
+                continue;
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/BufferCache.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/BufferCache.java
new file mode 100644
index 0000000..27d0423
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/BufferCache.java
@@ -0,0 +1,1199 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.*;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.Executor;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadFactory;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponent;
+import org.apache.hyracks.api.replication.IIOReplicationManager;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+
+public class BufferCache implements IBufferCacheInternal, ILifeCycleComponent {
+    private static final Logger LOGGER = Logger.getLogger(BufferCache.class.getName());
+    private static final int MAP_FACTOR = 3;
+
+    private static final int MIN_CLEANED_COUNT_DIFF = 3;
+    private static final int PIN_MAX_WAIT_TIME = 50;
+    public static final boolean DEBUG = false;
+
+    private final int pageSize;
+    private final int maxOpenFiles;
+    final IIOManager ioManager;
+    private final CacheBucket[] pageMap;
+    private final IPageReplacementStrategy pageReplacementStrategy;
+    private final IPageCleanerPolicy pageCleanerPolicy;
+    private final IFileMapManager fileMapManager;
+    private final CleanerThread cleanerThread;
+    private final Map<Integer, BufferedFileHandle> fileInfoMap;
+    private final Set<Integer> virtualFiles;
+    private final AsyncFIFOPageQueueManager fifoWriter;
+    //DEBUG
+    private ArrayList<CachedPage> confiscatedPages;
+    private Lock confiscateLock;
+    private HashMap<CachedPage, StackTraceElement[]> confiscatedPagesOwner;
+    private ConcurrentHashMap<CachedPage, StackTraceElement[]> pinnedPageOwner;
+    //!DEBUG
+    private IIOReplicationManager ioReplicationManager;
+    public List<ICachedPageInternal> cachedPages = new ArrayList<ICachedPageInternal>();
+
+    private boolean closed;
+
+    public BufferCache(IIOManager ioManager, IPageReplacementStrategy pageReplacementStrategy,
+            IPageCleanerPolicy pageCleanerPolicy, IFileMapManager fileMapManager, int maxOpenFiles,
+            ThreadFactory threadFactory) {
+        this.ioManager = ioManager;
+        this.pageSize = pageReplacementStrategy.getPageSize();
+        this.maxOpenFiles = maxOpenFiles;
+        pageReplacementStrategy.setBufferCache(this);
+        pageMap = new CacheBucket[pageReplacementStrategy.getMaxAllowedNumPages() * MAP_FACTOR + 1];
+        for (int i = 0; i < pageMap.length; ++i) {
+            pageMap[i] = new CacheBucket();
+        }
+        this.pageReplacementStrategy = pageReplacementStrategy;
+        this.pageCleanerPolicy = pageCleanerPolicy;
+        this.fileMapManager = fileMapManager;
+
+        Executor executor = Executors.newCachedThreadPool(threadFactory);
+        fileInfoMap = new HashMap<Integer, BufferedFileHandle>();
+        virtualFiles = new HashSet<Integer>();
+        cleanerThread = new CleanerThread();
+        executor.execute(cleanerThread);
+        closed = false;
+
+        fifoWriter = new AsyncFIFOPageQueueManager(this);
+        if( DEBUG ) {
+            confiscatedPages = new ArrayList<CachedPage>();
+            confiscatedPagesOwner = new HashMap<CachedPage, StackTraceElement[]>();
+            confiscateLock = new ReentrantLock();
+            pinnedPageOwner = new ConcurrentHashMap<>();
+        }
+    }
+
+    //this constructor is used when replication is enabled to pass the IIOReplicationManager
+    public BufferCache(IIOManager ioManager, IPageReplacementStrategy pageReplacementStrategy,
+            IPageCleanerPolicy pageCleanerPolicy, IFileMapManager fileMapManager, int maxOpenFiles,
+            ThreadFactory threadFactory, IIOReplicationManager ioReplicationManager) {
+
+        this(ioManager, pageReplacementStrategy, pageCleanerPolicy, fileMapManager, maxOpenFiles, threadFactory);
+        this.ioReplicationManager = ioReplicationManager;
+    }
+
+    @Override
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    @Override
+    public int getNumPages() {
+        return pageReplacementStrategy.getMaxAllowedNumPages();
+    }
+
+    private void pinSanityCheck(long dpid) throws HyracksDataException {
+        if (closed) {
+            throw new HyracksDataException("pin called on a closed cache");
+        }
+
+        // check whether file has been created and opened
+        int fileId = BufferedFileHandle.getFileId(dpid);
+        BufferedFileHandle fInfo = null;
+        synchronized (fileInfoMap) {
+            fInfo = fileInfoMap.get(fileId);
+        }
+        if (fInfo == null && !virtualFiles.contains(fileId)) {
+            throw new HyracksDataException("pin called on a fileId " + fileId + " that has not been created.");
+        } else if (fInfo != null && fInfo.getReferenceCount() <= 0) {
+            throw new HyracksDataException("pin called on a fileId " + fileId + " that has not been opened.");
+        }
+    }
+
+    @Override
+    public ICachedPage tryPin(long dpid) throws HyracksDataException {
+        // Calling the pinSanityCheck should be used only for debugging, since
+        // the synchronized block over the fileInfoMap is a hot spot.
+        if (DEBUG) {
+            pinSanityCheck(dpid);
+        }
+        CachedPage cPage = null;
+        int hash = hash(dpid);
+        CacheBucket bucket = pageMap[hash];
+        bucket.bucketLock.lock();
+        try {
+            cPage = bucket.cachedPage;
+            while (cPage != null) {
+                if (cPage.dpid == dpid) {
+                    cPage.pinCount.incrementAndGet();
+                    pageReplacementStrategy.notifyCachePageAccess(cPage);
+                    return cPage;
+                }
+                cPage = cPage.next;
+            }
+        } finally {
+            bucket.bucketLock.unlock();
+        }
+        return cPage;
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) throws HyracksDataException {
+        // Calling the pinSanityCheck should be used only for debugging, since
+        // the synchronized block over the fileInfoMap is a hot spot.
+        if (DEBUG) {
+            pinSanityCheck(dpid);
+        }
+        CachedPage cPage = findPage(dpid, false);
+        if (!newPage) {
+            if (DEBUG) {
+                confiscateLock.lock();
+                try {
+                    for (CachedPage c : confiscatedPages) {
+                        if (c.dpid == dpid && c.confiscated.get()) {
+                            while(confiscatedPages.contains(c)){
+                                throw new IllegalStateException();
+                            }
+                        }
+                    }
+                }finally{
+                    confiscateLock.unlock();
+                }
+            }
+            // Resolve race of multiple threads trying to read the page from
+            // disk.
+            synchronized (cPage) {
+                if (!cPage.valid) {
+                    read(cPage);
+                    cPage.valid = true;
+                }
+            }
+        } else {
+            cPage.valid = true;
+        }
+        pageReplacementStrategy.notifyCachePageAccess(cPage);
+        if(DEBUG){
+            pinnedPageOwner.put((CachedPage) cPage, Thread.currentThread().getStackTrace());
+        }
+        return cPage;
+    }
+
+
+
+    private boolean isVirtual(long vpid) throws HyracksDataException {
+        CachedPage virtPage = findPage(vpid, true);
+        return virtPage.confiscated.get();
+    }
+
+    private CachedPage findPage(long dpid, boolean virtual) throws HyracksDataException {
+        while (true) {
+            int startCleanedCount = cleanerThread.cleanedCount;
+
+            CachedPage cPage = null;
+            /*
+             * Hash dpid to get a bucket and then check if the page exists in
+             * the bucket.
+             */
+            int hash = hash(dpid);
+            CacheBucket bucket = pageMap[hash];
+            bucket.bucketLock.lock();
+            try {
+                cPage = bucket.cachedPage;
+                while (cPage != null) {
+                    if(DEBUG) {
+                        assert bucket.cachedPage != bucket.cachedPage.next;
+                    }
+                    if (cPage.dpid == dpid) {
+                        if(DEBUG) {
+                            assert !cPage.confiscated.get();
+                        }
+                        cPage.pinCount.incrementAndGet();
+                        return cPage;
+                    }
+                    cPage = cPage.next;
+                }
+            } finally {
+                bucket.bucketLock.unlock();
+            }
+            /*
+             * If we got here, the page was not in the hash table. Now we ask
+             * the page replacement strategy to find us a victim.
+             */
+            CachedPage victim = (CachedPage) pageReplacementStrategy.findVictim();
+            if (victim != null) {
+                /*
+                 * We have a victim with the following invariants. 1. The dpid
+                 * on the CachedPage may or may not be valid. 2. We have a pin
+                 * on the CachedPage. We have to deal with three cases here.
+                 * Case 1: The dpid on the CachedPage is invalid (-1). This
+                 * indicates that this buffer has never been used or is a
+                 * confiscated page. So we are the only ones holding it. Get a lock
+                 * on the required dpid's hash bucket, check if someone inserted
+                 * the page we want into the table. If so, decrement the
+                 * pincount on the victim and return the winner page in the
+                 * table. If such a winner does not exist, insert the victim and
+                 * return it. Case 2: The dpid on the CachedPage is valid. Case
+                 * 2a: The current dpid and required dpid hash to the same
+                 * bucket. Get the bucket lock, check that the victim is still
+                 * at pinCount == 1 If so check if there is a winning CachedPage
+                 * with the required dpid. If so, decrement the pinCount on the
+                 * victim and return the winner. If not, update the contents of
+                 * the CachedPage to hold the required dpid and return it. If
+                 * the picCount on the victim was != 1 or CachedPage was dirty
+                 * someone used the victim for its old contents -- Decrement the
+                 * pinCount and retry. Case 2b: The current dpid and required
+                 * dpid hash to different buckets. Get the two bucket locks in
+                 * the order of the bucket indexes (Ordering prevents
+                 * deadlocks). Check for the existence of a winner in the new
+                 * bucket and for potential use of the victim (pinCount != 1).
+                 * If everything looks good, remove the CachedPage from the old
+                 * bucket, and add it to the new bucket and update its header
+                 * with the new dpid.
+                 */
+                if (victim.dpid < 0) {
+                    /*
+                     * Case 1.
+                     */
+                    bucket.bucketLock.lock();
+                    try {
+                        if (DEBUG) {
+                            confiscateLock.lock();
+                            try{
+                                if (confiscatedPages.contains(victim)) {
+                                    throw new IllegalStateException();
+                                }
+                            } finally{
+                                confiscateLock.unlock();
+                            }
+                        }
+                        cPage = bucket.cachedPage;
+                        while (cPage != null) {
+                            if (cPage.dpid == dpid) {
+                                cPage.pinCount.incrementAndGet();
+                                victim.pinCount.decrementAndGet();
+                                if(DEBUG) {
+                                    assert !cPage.confiscated.get();
+                                }
+                                return cPage;
+                            }
+                            cPage = cPage.next;
+                        }
+                        victim.reset(dpid);
+                        victim.next = bucket.cachedPage;
+                        bucket.cachedPage = victim;
+                    } finally {
+                        bucket.bucketLock.unlock();
+                    }
+
+                    if(DEBUG) {
+                        assert !victim.confiscated.get();
+                    }
+                    return victim;
+                }
+                int victimHash = hash(victim.dpid);
+                if (victimHash == hash) {
+                    /*
+                     * Case 2a.
+                     */
+                    bucket.bucketLock.lock();
+                    try {
+                        if (victim.pinCount.get() != 1) {
+                            victim.pinCount.decrementAndGet();
+                            continue;
+                        }
+                        if (DEBUG) {
+                            confiscateLock.lock();
+                            try{
+                                if (confiscatedPages.contains(victim)) {
+                                    throw new IllegalStateException();
+                                }
+                            }finally{
+                                confiscateLock.unlock();
+                            }
+                        }
+                        cPage = bucket.cachedPage;
+                        while (cPage != null) {
+                            if (cPage.dpid == dpid) {
+                                cPage.pinCount.incrementAndGet();
+                                victim.pinCount.decrementAndGet();
+                                if(DEBUG) {
+                                    assert !victim.confiscated.get();
+                                }
+                                return cPage;
+                            }
+                            cPage = cPage.next;
+                        }
+                        victim.reset(dpid);
+                    } finally {
+                        bucket.bucketLock.unlock();
+                    }
+                    if(DEBUG) {
+                        assert !victim.confiscated.get();
+                    }
+                    return victim;
+                } else {
+                    /*
+                     * Case 2b.
+                     */
+                    CacheBucket victimBucket = pageMap[victimHash];
+                    if (victimHash < hash) {
+                        victimBucket.bucketLock.lock();
+                        bucket.bucketLock.lock();
+                    } else {
+                        bucket.bucketLock.lock();
+                        victimBucket.bucketLock.lock();
+                    }
+                    try {
+                        if (victim.pinCount.get() != 1) {
+                            victim.pinCount.decrementAndGet();
+                            continue;
+                        }
+                        if (DEBUG) {
+                            if (confiscatedPages.contains(victim)) {
+                                throw new IllegalStateException();
+                            }
+                        }
+                        cPage = bucket.cachedPage;
+                        while (cPage != null) {
+                            if (cPage.dpid == dpid) {
+                                cPage.pinCount.incrementAndGet();
+                                victim.pinCount.decrementAndGet();
+                                if(DEBUG) {
+                                    assert !cPage.confiscated.get();
+                                }
+                                return cPage;
+                            }
+                            cPage = cPage.next;
+                        }
+                        if (victimBucket.cachedPage == victim) {
+                            victimBucket.cachedPage = victim.next;
+                        } else {
+                            CachedPage victimPrev = victimBucket.cachedPage;
+                            while (victimPrev != null && victimPrev.next != victim) {
+                                victimPrev = victimPrev.next;
+                            }
+                            if(DEBUG) {
+                                assert victimPrev != null;
+                            }
+                            victimPrev.next = victim.next;
+                        }
+                        victim.reset(dpid);
+                        victim.next = bucket.cachedPage;
+                        bucket.cachedPage = victim;
+                    } finally {
+                        victimBucket.bucketLock.unlock();
+                        bucket.bucketLock.unlock();
+                    }
+                    if(DEBUG) {
+                        assert !victim.confiscated.get();
+                    }
+                    return victim;
+                }
+            }
+            synchronized (cleanerThread) {
+                pageCleanerPolicy.notifyVictimNotFound(cleanerThread);
+            }
+            // Heuristic optimization. Check whether the cleaner thread has
+            // cleaned pages since we did our last pin attempt.
+            if (cleanerThread.cleanedCount - startCleanedCount > MIN_CLEANED_COUNT_DIFF) {
+                // Don't go to sleep and wait for notification from the cleaner,
+                // just try to pin again immediately.
+                continue;
+            }
+            synchronized (cleanerThread.cleanNotification) {
+                try {
+                    cleanerThread.cleanNotification.wait(PIN_MAX_WAIT_TIME);
+                } catch (InterruptedException e) {
+                    // Do nothing
+                }
+            }
+        }
+    }
+
+    private String dumpState() {
+        StringBuilder buffer = new StringBuilder();
+        buffer.append("Buffer cache state\n");
+        buffer.append("Page Size: ").append(pageSize).append('\n');
+        buffer.append("Number of physical pages: ").append(pageReplacementStrategy.getMaxAllowedNumPages())
+                .append('\n');
+        buffer.append("Hash table size: ").append(pageMap.length).append('\n');
+        buffer.append("Page Map:\n");
+        buffer.append("cpid -> [fileId:pageId, pinCount, valid/invalid, confiscated/physical, dirty/clean]");
+        int nCachedPages = 0;
+        for (int i = 0; i < pageMap.length; ++i) {
+            final CacheBucket cb = pageMap[i];
+            cb.bucketLock.lock();
+            try {
+                CachedPage cp = cb.cachedPage;
+                if (cp != null) {
+                    buffer.append("   ").append(i).append('\n');
+                    while (cp != null) {
+                        buffer.append("      ").append(cp.cpid).append(" -> [")
+                                .append(BufferedFileHandle.getFileId(cp.dpid)).append(':')
+                                .append(BufferedFileHandle.getPageId(cp.dpid)).append(", ").append(cp.pinCount.get())
+                                .append(", ").append(cp.valid ? "valid" : "invalid").append(", ")
+                                .append(cp.confiscated.get() ? "confiscated" : "physical").append(", ")
+                                .append(cp.dirty.get() ? "dirty" : "clean").append("]\n");
+                        cp = cp.next;
+                        ++nCachedPages;
+                    }
+                }
+            } finally {
+                cb.bucketLock.unlock();
+            }
+        }
+        buffer.append("Number of cached pages: ").append(nCachedPages).append('\n');
+        if(DEBUG){
+            confiscateLock.lock();
+            try{
+                buffer.append("Number of confiscated pages: ").append(confiscatedPages.size()).append('\n');
+            }
+            finally{
+                confiscateLock.unlock();
+            }
+        }
+        return buffer.toString();
+    }
+
+    @Override
+    public boolean isClean(){
+        List<Long> reachableDpids = new LinkedList<>();
+        synchronized (cachedPages) {
+            for (ICachedPageInternal internalPage : cachedPages) {
+            CachedPage c = (CachedPage) internalPage;
+                if (c.confiscated() ||
+                        c.latch.getReadLockCount() != 0 || c.latch.getWriteHoldCount() != 0) {
+                    return false;
+                }
+                if(c.valid){
+                    reachableDpids.add(c.dpid);
+                }
+            }
+        }
+        for(Long l: reachableDpids){
+            if(!canFindValidCachedPage(l)){
+                return false;
+            }
+        }
+        return true;
+    }
+
+    private boolean canFindValidCachedPage(long dpid){
+        int hash = hash(dpid);
+        CachedPage cPage = null;
+        CacheBucket bucket = pageMap[hash];
+        bucket.bucketLock.lock();
+        try {
+            cPage = bucket.cachedPage;
+            while (cPage != null) {
+                assert bucket.cachedPage != bucket.cachedPage.next;
+                if (cPage.dpid == dpid) {
+                    return true;
+                }
+                cPage = cPage.next;
+            }
+        } finally {
+            bucket.bucketLock.unlock();
+        }
+        return false;
+    }
+
+    private void read(CachedPage cPage) throws HyracksDataException {
+        BufferedFileHandle fInfo = getFileInfo(cPage);
+        cPage.buffer.clear();
+        ioManager.syncRead(fInfo.getFileHandle(), (long) BufferedFileHandle.getPageId(cPage.dpid) * pageSize,
+                cPage.buffer);
+    }
+
+    BufferedFileHandle getFileInfo(CachedPage cPage) throws HyracksDataException {
+        return getFileInfo(BufferedFileHandle.getFileId(cPage.dpid));
+    }
+
+    BufferedFileHandle getFileInfo(int fileId) throws HyracksDataException {
+        synchronized (fileInfoMap) {
+            BufferedFileHandle fInfo = fileInfoMap.get(fileId);
+            if (fInfo == null) {
+                throw new HyracksDataException("No such file mapped");
+            }
+            return fInfo;
+        }
+    }
+
+    void write(CachedPage cPage) throws HyracksDataException {
+        BufferedFileHandle fInfo = getFileInfo(cPage);
+        //synchronize on fInfo to prevent the file handle from being deleted until the page is written.
+        synchronized (fInfo) {
+            if (!fInfo.fileHasBeenDeleted()) {
+                cPage.buffer.position(0);
+                cPage.buffer.limit(pageSize);
+                ioManager.syncWrite(fInfo.getFileHandle(), (long) BufferedFileHandle.getPageId(cPage.dpid) * pageSize,
+                        cPage.buffer);
+            }
+        }
+    }
+
+    @Override
+    public void unpin(ICachedPage page) throws HyracksDataException {
+        if (closed) {
+            throw new HyracksDataException("unpin called on a closed cache");
+        }
+        if(DEBUG){
+            pinnedPageOwner.remove(page);
+        }
+        ((CachedPage) page).pinCount.decrementAndGet();
+    }
+
+    private int hash(long dpid) {
+        int hashValue = (int) dpid ^ (Integer.reverse((int) (dpid >>> 32)) >>> 1);
+        return hashValue % pageMap.length;
+    }
+
+    private static class CacheBucket {
+        private final Lock bucketLock;
+        private CachedPage cachedPage;
+
+        public CacheBucket() {
+            bucketLock = new ReentrantLock();
+        }
+    }
+
+    @Override
+    public ICachedPageInternal getPage(int cpid) {
+        synchronized (cachedPages) {
+            return cachedPages.get(cpid);
+        }
+    }
+
+    private class CleanerThread extends Thread {
+        private boolean shutdownStart = false;
+        private boolean shutdownComplete = false;
+        private final Object cleanNotification = new Object();
+        // Simply keeps incrementing this counter when a page is cleaned.
+        // Used to implement wait-for-cleanerthread heuristic optimizations.
+        // A waiter can detect whether pages have been cleaned.
+        // No need to make this var volatile or synchronize it's access in any
+        // way because it is used for heuristics.
+        private int cleanedCount = 0;
+
+        public CleanerThread() {
+            setPriority(Thread.NORM_PRIORITY);
+            setDaemon(true);
+        }
+
+        public void cleanPage(CachedPage cPage, boolean force) {
+            if (cPage.dirty.get() && !cPage.confiscated.get()) {
+                boolean proceed = false;
+                if (force) {
+                    cPage.latch.writeLock().lock();
+                    proceed = true;
+                } else {
+                    proceed = cPage.latch.readLock().tryLock();
+                }
+                if (proceed) {
+                    try {
+                        // Make sure page is still dirty.
+                        if (!cPage.dirty.get()) {
+                            return;
+                        }
+                        boolean cleaned = true;
+                        try {
+                            write(cPage);
+                        } catch (HyracksDataException e) {
+                            cleaned = false;
+                        }
+                        if (cleaned) {
+                            cPage.dirty.set(false);
+                            cPage.pinCount.decrementAndGet();
+                            cleanedCount++;
+                            synchronized (cleanNotification) {
+                                cleanNotification.notifyAll();
+                            }
+                        }
+                    } finally {
+                        if (force) {
+                            cPage.latch.writeLock().unlock();
+                        } else {
+                            cPage.latch.readLock().unlock();
+                        }
+                    }
+                } else if (shutdownStart) {
+                    throw new IllegalStateException(
+                            "Cache closed, but unable to acquire read lock on dirty page: " + cPage.dpid);
+                }
+            }
+        }
+
+        @Override
+        public synchronized void run() {
+            try {
+                while (true) {
+                    pageCleanerPolicy.notifyCleanCycleStart(this);
+                    int curPage = 0;
+                    while (true) {
+                        synchronized (cachedPages) {
+                            if (curPage >= pageReplacementStrategy.getNumPages()) {
+                                break;
+                            }
+                            cleanPage((CachedPage) cachedPages.get(curPage), false);
+                        }
+                        curPage++;
+                    }
+                    if (shutdownStart) {
+                        break;
+                    }
+                    pageCleanerPolicy.notifyCleanCycleFinish(this);
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            } finally {
+                shutdownComplete = true;
+                notifyAll();
+            }
+        }
+    }
+
+    @Override
+    public void close() {
+        closed = true;
+        fifoWriter.destroyQueue();
+        synchronized (cleanerThread) {
+            cleanerThread.shutdownStart = true;
+            cleanerThread.notifyAll();
+            while (!cleanerThread.shutdownComplete) {
+                try {
+                    cleanerThread.wait();
+                } catch (InterruptedException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        synchronized (fileInfoMap) {
+            try {
+                for (Map.Entry<Integer, BufferedFileHandle> entry : fileInfoMap.entrySet()) {
+                    boolean fileHasBeenDeleted = entry.getValue().fileHasBeenDeleted();
+                    sweepAndFlush(entry.getKey(), !fileHasBeenDeleted);
+                    if (!fileHasBeenDeleted) {
+                        ioManager.close(entry.getValue().getFileHandle());
+                    }
+                }
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+            fileInfoMap.clear();
+        }
+    }
+
+    @Override
+    public void createFile(FileReference fileRef) throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Creating file: " + fileRef + " in cache: " + this);
+        }
+        synchronized (fileInfoMap) {
+            fileMapManager.registerFile(fileRef);
+        }
+    }
+
+    @Override
+    public int createMemFile() throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Creating memory file in cache: " + this);
+        }
+        int fileId;
+        synchronized (fileInfoMap) {
+            fileId = fileMapManager.registerMemoryFile();
+        }
+        synchronized (virtualFiles) {
+            virtualFiles.add(fileId);
+        }
+        return fileId;
+
+    }
+
+    @Override
+    public void openFile(int fileId) throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Opening file: " + fileId + " in cache: " + this);
+        }
+        synchronized (fileInfoMap) {
+            BufferedFileHandle fInfo;
+            fInfo = fileInfoMap.get(fileId);
+            if (fInfo == null) {
+
+                // map is full, make room by cleaning up unreferenced files
+                boolean unreferencedFileFound = true;
+                while (fileInfoMap.size() >= maxOpenFiles && unreferencedFileFound) {
+                    unreferencedFileFound = false;
+                    for (Map.Entry<Integer, BufferedFileHandle> entry : fileInfoMap.entrySet()) {
+                        if (entry.getValue().getReferenceCount() <= 0) {
+                            int entryFileId = entry.getKey();
+                            boolean fileHasBeenDeleted = entry.getValue().fileHasBeenDeleted();
+                            sweepAndFlush(entryFileId, !fileHasBeenDeleted);
+                            if (!fileHasBeenDeleted) {
+                                ioManager.close(entry.getValue().getFileHandle());
+                            }
+                            fileInfoMap.remove(entryFileId);
+                            unreferencedFileFound = true;
+                            // for-each iterator is invalid because we changed
+                            // fileInfoMap
+                            break;
+                        }
+                    }
+                }
+
+                if (fileInfoMap.size() >= maxOpenFiles) {
+                    throw new HyracksDataException("Could not open fileId " + fileId + ". Max number of files "
+                            + maxOpenFiles + " already opened and referenced.");
+                }
+
+                // create, open, and map new file reference
+                FileReference fileRef = fileMapManager.lookupFileName(fileId);
+                IFileHandle fh = ioManager.open(fileRef, IIOManager.FileReadWriteMode.READ_WRITE,
+                        IIOManager.FileSyncMode.METADATA_ASYNC_DATA_ASYNC);
+                fInfo = new BufferedFileHandle(fileId, fh);
+                fileInfoMap.put(fileId, fInfo);
+            }
+            fInfo.incReferenceCount();
+        }
+    }
+
+    private void sweepAndFlush(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        for (int i = 0; i < pageMap.length; ++i) {
+            final CacheBucket bucket = pageMap[i];
+            bucket.bucketLock.lock();
+            try {
+                CachedPage prev = bucket.cachedPage;
+                while (prev != null) {
+                    CachedPage cPage = prev.next;
+                    if (cPage == null) {
+                        break;
+                    }
+                    if (invalidateIfFileIdMatch(fileId, cPage, flushDirtyPages)) {
+                        prev.next = cPage.next;
+                        cPage.next = null;
+                    } else {
+                        prev = cPage;
+                    }
+                }
+                // Take care of the head of the chain.
+                if (bucket.cachedPage != null) {
+                    if (invalidateIfFileIdMatch(fileId, bucket.cachedPage, flushDirtyPages)) {
+                        CachedPage cPage = bucket.cachedPage;
+                        bucket.cachedPage = bucket.cachedPage.next;
+                        cPage.next = null;
+                    }
+                }
+            } finally {
+                bucket.bucketLock.unlock();
+            }
+        }
+    }
+
+    private boolean invalidateIfFileIdMatch(int fileId, CachedPage cPage, boolean flushDirtyPages)
+            throws HyracksDataException {
+        if (BufferedFileHandle.getFileId(cPage.dpid) == fileId) {
+            int pinCount = -1;
+            if (cPage.dirty.get()) {
+                if (flushDirtyPages) {
+                    write(cPage);
+                }
+                cPage.dirty.set(false);
+                pinCount = cPage.pinCount.decrementAndGet();
+            } else {
+                pinCount = cPage.pinCount.get();
+            }
+            if (pinCount > 0) {
+                throw new IllegalStateException("Page " + BufferedFileHandle.getFileId(cPage.dpid) + ":"
+                        + BufferedFileHandle.getPageId(cPage.dpid)
+                        + " is pinned and file is being closed. Pincount is: " + pinCount + " Page is confiscated: "
+                        + cPage.confiscated);
+            }
+            cPage.invalidate();
+            return true;
+        }
+        return false;
+    }
+
+    @Override
+    public void closeFile(int fileId) throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Closing file: " + fileId + " in cache: " + this);
+        }
+        if (LOGGER.isLoggable(Level.FINE)) {
+            LOGGER.fine(dumpState());
+        }
+
+        synchronized (fileInfoMap) {
+            BufferedFileHandle fInfo = fileInfoMap.get(fileId);
+            if (fInfo == null) {
+                throw new HyracksDataException("Closing unopened file");
+            }
+            if (fInfo.decReferenceCount() < 0) {
+                throw new HyracksDataException("Closed fileId: " + fileId + " more times than it was opened.");
+            }
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Closed file: " + fileId + " in cache: " + this);
+        }
+    }
+
+    @Override
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException {
+        // Assumes the caller has pinned the page.
+        cleanerThread.cleanPage((CachedPage) page, true);
+    }
+
+    @Override
+    public void force(int fileId, boolean metadata) throws HyracksDataException {
+        BufferedFileHandle fInfo = null;
+        synchronized (fileInfoMap) {
+            fInfo = fileInfoMap.get(fileId);
+        }
+        ioManager.sync(fInfo.getFileHandle(), metadata);
+    }
+
+    @Override
+    public synchronized void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Deleting file: " + fileId + " in cache: " + this);
+        }
+        synchronized (fileInfoMap) {
+            sweepAndFlush(fileId, flushDirtyPages);
+            BufferedFileHandle fInfo = null;
+            try {
+                fInfo = fileInfoMap.get(fileId);
+                if (fInfo != null && fInfo.getReferenceCount() > 0) {
+                    throw new HyracksDataException("Deleting open file");
+                }
+            } finally {
+                fileMapManager.unregisterFile(fileId);
+                if (fInfo != null) {
+                    // Mark the fInfo as deleted,
+                    // such that when its pages are reclaimed in openFile(),
+                    // the pages are not flushed to disk but only invalidated.
+                    synchronized (fInfo) {
+                        if (!fInfo.fileHasBeenDeleted()) {
+                            ioManager.close(fInfo.getFileHandle());
+                            fInfo.markAsDeleted();
+                        }
+                    }
+                }
+            }
+        }
+    }
+
+    @Override
+    public synchronized int getFileReferenceCount(int fileId) {
+        synchronized (fileInfoMap) {
+            BufferedFileHandle fInfo = fileInfoMap.get(fileId);
+            if (fInfo != null) {
+                return fInfo.getReferenceCount();
+            } else {
+                return 0;
+            }
+        }
+    }
+
+    @Override
+    public synchronized void deleteMemFile(int fileId) throws HyracksDataException {
+        //TODO: possible sanity chcecking here like in above?
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Deleting memory file: " + fileId + " in cache: " + this);
+        }
+        synchronized (virtualFiles) {
+            virtualFiles.remove(fileId);
+        }
+        synchronized (fileInfoMap) {
+            fileMapManager.unregisterMemFile(fileId);
+        }
+    }
+
+    @Override
+    public void start() {
+        // no op
+    }
+
+    @Override
+    public void stop(boolean dumpState, OutputStream os) throws IOException {
+        if (dumpState) {
+            dumpState(os);
+        }
+        close();
+    }
+
+    @Override
+    public void addPage(ICachedPageInternal page) {
+        synchronized (cachedPages) {
+            cachedPages.add(page);
+        }
+    }
+
+    @Override
+    public void dumpState(OutputStream os) throws IOException {
+        os.write(dumpState().getBytes());
+    }
+
+    @Override
+    public int getNumPagesOfFile(int fileId) throws HyracksDataException {
+        synchronized (fileInfoMap) {
+            BufferedFileHandle fInfo = fileInfoMap.get(fileId);
+            if (fInfo == null) {
+                throw new HyracksDataException("No such file mapped for fileId:" + fileId);
+            }
+            if(DEBUG) {
+                assert ioManager.getSize(fInfo.getFileHandle()) % getPageSize() == 0;
+            }
+            return (int) (ioManager.getSize(fInfo.getFileHandle()) / getPageSize());
+        }
+    }
+
+    @Override
+    public void adviseWontNeed(ICachedPage page) {
+        pageReplacementStrategy.adviseWontNeed((ICachedPageInternal) page);
+    }
+
+    @Override
+    public ICachedPage confiscatePage(long dpid) throws HyracksDataException {
+        while (true) {
+            int startCleanedCount = cleanerThread.cleanedCount;
+            ICachedPage returnPage = null;
+            CachedPage victim = (CachedPage) pageReplacementStrategy.findVictim();
+            if (victim != null) {
+                if(DEBUG) {
+                    assert !victim.confiscated.get();
+                }
+                // find a page that would possibly be evicted anyway
+                // Case 1 from findPage()
+                if (victim.dpid < 0) { // new page
+                    if (victim.pinCount.get() != 1) {
+                        victim.pinCount.decrementAndGet();
+                        continue;
+                    }
+                    returnPage = victim;
+                    ((CachedPage) returnPage).dpid = dpid;
+                } else {
+                    // Case 2a/b
+                    int pageHash = hash(victim.getDiskPageId());
+                    CacheBucket bucket = pageMap[pageHash];
+                    bucket.bucketLock.lock();
+                    try {
+                        // readjust the next pointers to remove this page from
+                        // the pagemap
+                        CachedPage curr = bucket.cachedPage;
+                        CachedPage prev = null;
+                        boolean found = false;
+                        //traverse the bucket's linked list to find the victim.
+                        while (curr != null) {
+                            if (curr == victim) { // we found where the victim
+                                                  // resides in the hash table
+                                if (victim.pinCount.get() != 1) {
+                                    victim.pinCount.decrementAndGet();
+                                    break;
+                                }
+                                // if this is the first page in the bucket
+                                if (prev == null) {
+                                    if(DEBUG) {
+                                        assert curr != curr.next;
+                                    }
+                                    bucket.cachedPage = bucket.cachedPage.next;
+                                    found = true;
+                                    break;
+                                    // if it isn't we need to make the previous
+                                    // node point to where it should
+                                } else {
+                                    if(DEBUG) {
+                                        assert curr.next != curr;
+                                    }
+                                    prev.next = curr.next;
+                                    curr.next = null;
+                                    if(DEBUG) {
+                                        assert prev.next != prev;
+                                    }
+                                    found = true;
+                                    break;
+                                }
+                            }
+                            // go to the next entry
+                            prev = curr;
+                            curr = curr.next;
+                        }
+                        if (found) {
+                            returnPage = victim;
+                            ((CachedPage) returnPage).dpid = dpid;
+                        } //otherwise, someone took the same victim before we acquired the lock. try again!
+                    } finally {
+                        bucket.bucketLock.unlock();
+                    }
+                }
+            }
+            // if we found a page after all that, go ahead and finish
+            if (returnPage != null) {
+                ((CachedPage) returnPage).confiscated.set(true);
+                if (DEBUG) {
+                    confiscateLock.lock();
+                    try{
+                        confiscatedPages.add((CachedPage) returnPage);
+                        confiscatedPagesOwner.put((CachedPage) returnPage, Thread.currentThread().getStackTrace());
+                    }
+                    finally{
+                        confiscateLock.unlock();
+                    }
+                }
+                return returnPage;
+            }
+            // no page available to confiscate. try kicking the cleaner thread.
+            synchronized (cleanerThread) {
+                pageCleanerPolicy.notifyVictimNotFound(cleanerThread);
+            }
+            // Heuristic optimization. Check whether the cleaner thread has
+            // cleaned pages since we did our last pin attempt.
+            if (cleanerThread.cleanedCount - startCleanedCount > MIN_CLEANED_COUNT_DIFF) {
+                // Don't go to sleep and wait for notification from the cleaner,
+                // just try to pin again immediately.
+                continue;
+            }
+            synchronized (cleanerThread.cleanNotification) {
+                try {
+                    cleanerThread.cleanNotification.wait(PIN_MAX_WAIT_TIME);
+                } catch (InterruptedException e) {
+                    // Do nothing
+                }
+            }
+        }
+    }
+
+    @Override
+    public void returnPage(ICachedPage page) {
+        returnPage(page, true);
+    }
+
+    @Override
+    public void returnPage(ICachedPage page, boolean reinsert) {
+        CachedPage cPage = (CachedPage) page;
+        CacheBucket bucket = null;
+        if(!page.confiscated()){
+            return;
+        }
+        if (reinsert) {
+            int hash = hash(cPage.dpid);
+            bucket = pageMap[hash];
+            bucket.bucketLock.lock();
+            if(DEBUG) {
+                confiscateLock.lock();
+            }
+            try {
+                cPage.reset(cPage.dpid);
+                cPage.valid = true;
+                cPage.next = bucket.cachedPage;
+                bucket.cachedPage = cPage;
+                cPage.pinCount.decrementAndGet();
+                if(DEBUG){
+                    assert cPage.pinCount.get() == 0 ;
+                    assert cPage.latch.getReadLockCount() == 0;
+                    assert cPage.latch.getWriteHoldCount() == 0;
+                    confiscatedPages.remove(cPage);
+                    confiscatedPagesOwner.remove(cPage);
+                }
+            } finally {
+                bucket.bucketLock.unlock();
+                if(DEBUG) {
+                    confiscateLock.unlock();
+                }
+            }
+        } else {
+            cPage.invalidate();
+            cPage.pinCount.decrementAndGet();
+            if(DEBUG){
+                assert cPage.pinCount.get() == 0;
+                assert cPage.latch.getReadLockCount() == 0;
+                assert cPage.latch.getWriteHoldCount() == 0;
+                confiscateLock.lock();
+                try{
+                    confiscatedPages.remove(cPage);
+                    confiscatedPagesOwner.remove(cPage);
+                } finally{
+                    confiscateLock.unlock();
+                }
+            }
+        }
+        pageReplacementStrategy.adviseWontNeed(cPage);
+    }
+
+    @Override
+    public void setPageDiskId(ICachedPage page, long dpid) {
+        ((CachedPage) page).dpid = dpid;
+    }
+
+    @Override
+    public IFIFOPageQueue createFIFOQueue() {
+        return fifoWriter.createQueue(FIFOLocalWriter.instance());
+    }
+
+    @Override
+    public void finishQueue() {
+        fifoWriter.finishQueue();
+    }
+
+    @Override
+    public void copyPage(ICachedPage src, ICachedPage dst) {
+        CachedPage srcCast = (CachedPage) src;
+        CachedPage dstCast = (CachedPage) dst;
+        System.arraycopy(srcCast.buffer.array(), 0, dstCast.getBuffer().array(), 0, srcCast.buffer.capacity());
+    }
+
+    @Override
+    public boolean isReplicationEnabled() {
+        if (ioReplicationManager != null) {
+            return ioReplicationManager.isReplicationEnabled();
+        }
+        return false;
+    }
+
+    @Override
+    public IIOReplicationManager getIOReplicationManager() {
+        return ioReplicationManager;
+    }
+
+    @Override
+    /**
+     * _ONLY_ call this if you absolutely, positively know this file has no dirty pages in the cache!
+     * Bypasses the normal lifecycle of a file handle and evicts all references to it immediately.
+     */
+    public void purgeHandle(int fileId) throws HyracksDataException{
+        synchronized(fileInfoMap){
+                BufferedFileHandle fh = fileInfoMap.get(fileId);
+                if(fh != null){
+                    ioManager.close(fh.getFileHandle());
+                    fileInfoMap.remove(fileId);
+                    fileMapManager.unregisterFile(fileId);
+                }
+        }
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/CachedPage.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/CachedPage.java
new file mode 100644
index 0000000..305b577
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/CachedPage.java
@@ -0,0 +1,163 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.locks.ReentrantReadWriteLock;
+
+/**
+ * @author yingyib
+ */
+public class CachedPage implements ICachedPageInternal {
+    final int cpid;
+    final ByteBuffer buffer;
+    public final AtomicInteger pinCount;
+    final AtomicBoolean dirty;
+    final ReentrantReadWriteLock latch;
+    private final Object replacementStrategyObject;
+    private final IPageReplacementStrategy pageReplacementStrategy;
+    volatile long dpid; // disk page id (composed of file id and page id)
+    CachedPage next;
+    volatile boolean valid;
+    final AtomicBoolean confiscated;
+    private IQueueInfo queueInfo;
+
+    //Constructor for making dummy entry for FIFO queue
+    public CachedPage(){
+        this.cpid = -1;
+        this.buffer = null;
+        this.pageReplacementStrategy = null;
+        this.dirty = new AtomicBoolean(false);
+        this.confiscated = new AtomicBoolean(true);
+        pinCount = null;
+        queueInfo = null;
+        replacementStrategyObject = null;
+        latch =null;
+    }
+
+    public CachedPage(int cpid, ByteBuffer buffer, IPageReplacementStrategy pageReplacementStrategy) {
+        this.cpid = cpid;
+        this.buffer = buffer;
+        this.pageReplacementStrategy = pageReplacementStrategy;
+        pinCount = new AtomicInteger();
+        dirty = new AtomicBoolean();
+        latch = new ReentrantReadWriteLock(true);
+        replacementStrategyObject = pageReplacementStrategy.createPerPageStrategyObject(cpid);
+        dpid = -1;
+        valid = false;
+        confiscated = new AtomicBoolean(false);
+        queueInfo = null;
+    }
+
+    public void reset(long dpid) {
+        this.dpid = dpid;
+        dirty.set(false);
+        valid = false;
+        confiscated.set(false);
+        pageReplacementStrategy.notifyCachePageReset(this);
+        queueInfo = null;
+    }
+
+    public void invalidate() {
+        reset(-1);
+    }
+
+    @Override
+    public ByteBuffer getBuffer() {
+        return buffer;
+    }
+
+    @Override
+    public Object getReplacementStrategyObject() {
+        return replacementStrategyObject;
+    }
+
+    @Override
+    public boolean pinIfGoodVictim() {
+        if (confiscated.get())
+            return false; //i am not a good victim because i cant flush!
+        else {
+            return pinCount.compareAndSet(0, 1);
+        }
+    }
+
+    @Override
+    public int getCachedPageId() {
+        return cpid;
+    }
+
+    @Override
+    public void acquireReadLatch() {
+        latch.readLock().lock();
+    }
+
+    @Override
+    public void acquireWriteLatch() {
+        latch.writeLock().lock();
+    }
+
+    @Override
+    public void releaseReadLatch() {
+        latch.readLock().unlock();
+    }
+
+    @Override
+    public void releaseWriteLatch(boolean markDirty) {
+        try {
+            if (markDirty) {
+                if (dirty.compareAndSet(false, true)) {
+                    pinCount.incrementAndGet();
+                }
+            }
+        } finally {
+            latch.writeLock().unlock();
+        }
+    }
+
+    @Override
+    public boolean confiscated() {
+        return confiscated.get();
+    }
+
+    @Override
+    public IQueueInfo getQueueInfo() {
+        return queueInfo;
+    }
+
+    @Override
+    public void setQueueInfo(IQueueInfo queueInfo) {
+        this.queueInfo = queueInfo;
+    }
+
+    @Override
+    public long getDiskPageId() {
+        return dpid;
+    }
+
+    CachedPage getNext() {
+        return next;
+    }
+
+    void setNext(CachedPage next) {
+        this.next = next;
+    }
+
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ClockPageReplacementStrategy.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ClockPageReplacementStrategy.java
new file mode 100644
index 0000000..6a82b97
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ClockPageReplacementStrategy.java
@@ -0,0 +1,157 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+
+public class ClockPageReplacementStrategy implements IPageReplacementStrategy {
+    private static final int MAX_UNSUCCESSFUL_CYCLE_COUNT = 3;
+
+    private IBufferCacheInternal bufferCache;
+    private AtomicInteger clockPtr;
+    private ICacheMemoryAllocator allocator;
+    private AtomicInteger numPages;
+    private AtomicInteger cpIdCounter;
+    private final int pageSize;
+    private final int maxAllowedNumPages;
+
+    public ClockPageReplacementStrategy(ICacheMemoryAllocator allocator, int pageSize, int maxAllowedNumPages) {
+        this.allocator = allocator;
+        this.pageSize = pageSize;
+        this.maxAllowedNumPages = maxAllowedNumPages;
+        this.clockPtr = new AtomicInteger(0);
+        this.numPages = new AtomicInteger(0);
+        this.cpIdCounter = new AtomicInteger(0);
+    }
+
+    @Override
+    public Object createPerPageStrategyObject(int cpid) {
+        return new AtomicBoolean();
+    }
+
+    @Override
+    public void setBufferCache(IBufferCacheInternal bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void notifyCachePageReset(ICachedPageInternal cPage) {
+        getPerPageObject(cPage).set(false);
+    }
+
+    @Override
+    public void notifyCachePageAccess(ICachedPageInternal cPage) {
+        getPerPageObject(cPage).set(true);
+    }
+
+    @Override
+    public ICachedPageInternal findVictim() {
+        ICachedPageInternal cachedPage = null;
+        if (numPages.get() >= maxAllowedNumPages) {
+            cachedPage = findVictimByEviction();
+        } else {
+            cachedPage = allocatePage();
+        }
+        return cachedPage;
+    }
+
+    private ICachedPageInternal findVictimByEviction() {
+        //check if we're starved from confiscation
+        assert (maxAllowedNumPages > 0);
+        int startClockPtr = clockPtr.get();
+        int cycleCount = 0;
+        do {
+            ICachedPageInternal cPage = bufferCache.getPage(clockPtr.get());
+
+            /*
+             * We do two things here:
+             * 1. If the page has been accessed, then we skip it -- The CAS would return
+             * false if the current value is false which makes the page a possible candidate
+             * for replacement.
+             * 2. We check with the buffer manager if it feels its a good idea to use this
+             * page as a victim.
+             */
+            AtomicBoolean accessedFlag = getPerPageObject(cPage);
+            if (!accessedFlag.compareAndSet(true, false)) {
+                if (cPage.pinIfGoodVictim()) {
+                        return cPage;
+                }
+            }
+            advanceClock();
+            if (clockPtr.get() == startClockPtr) {
+                ++cycleCount;
+            }
+        } while (cycleCount < MAX_UNSUCCESSFUL_CYCLE_COUNT);
+        return null;
+    }
+
+    @Override
+    public int getNumPages() {
+        return numPages.get();
+    }
+
+    private ICachedPageInternal allocatePage() {
+        CachedPage cPage = new CachedPage(cpIdCounter.getAndIncrement(), allocator.allocate(pageSize, 1)[0], this);
+        bufferCache.addPage(cPage);
+        numPages.incrementAndGet();
+        AtomicBoolean accessedFlag = getPerPageObject(cPage);
+        if (!accessedFlag.compareAndSet(true, false)) {
+            if (cPage.pinIfGoodVictim()) {
+                return cPage;
+            }
+        }
+        return null;
+    }
+
+    //derived from RoundRobinAllocationPolicy in Apache directmemory
+    private int advanceClock(){
+        boolean clockInDial = false;
+        int newClockPtr = 0;
+        do
+        {
+            int currClockPtr = clockPtr.get();
+            newClockPtr = ( currClockPtr + 1 ) % numPages.get();
+            clockInDial = clockPtr.compareAndSet( currClockPtr, newClockPtr );
+        }
+        while ( !clockInDial );
+        return newClockPtr;
+
+    }
+
+    private AtomicBoolean getPerPageObject(ICachedPageInternal cPage) {
+        return (AtomicBoolean) cPage.getReplacementStrategyObject();
+    }
+
+    @Override
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    @Override
+    public int getMaxAllowedNumPages() {
+        return maxAllowedNumPages;
+    }
+
+    @Override
+    public void adviseWontNeed(ICachedPageInternal cPage) {
+        //make the page appear as if it wasn't accessed even if it was
+        getPerPageObject(cPage).set(false);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DebugBufferCache.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DebugBufferCache.java
new file mode 100644
index 0000000..0c7f679
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DebugBufferCache.java
@@ -0,0 +1,251 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.replication.IIOReplicationManager;
+
+/**
+ * Implementation of an IBufferCache that counts the number of pins/unpins,
+ * latches/unlatches, and file create/delete/open/close called on it. It
+ * delegates the actual functionality to another IBufferCache set in the c'tor.
+ * The counters are updated in a thread-safe fashion using AtomicLong.
+ */
+public class DebugBufferCache implements IBufferCache {
+
+    // Actual BufferCache functionality is delegated to this bufferCache.
+    private final IBufferCache bufferCache;
+    private AtomicLong pinCount = new AtomicLong();
+    private AtomicLong unpinCount = new AtomicLong();
+    private AtomicLong readLatchCount = new AtomicLong();
+    private AtomicLong readUnlatchCount = new AtomicLong();
+    private AtomicLong writeLatchCount = new AtomicLong();
+    private AtomicLong writeUnlatchCount = new AtomicLong();
+    private AtomicLong createFileCount = new AtomicLong();
+    private AtomicLong deleteFileCount = new AtomicLong();
+    private AtomicLong openFileCount = new AtomicLong();
+    private AtomicLong closeFileCount = new AtomicLong();
+
+    public DebugBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+        resetCounters();
+    }
+
+    @Override
+    public void createFile(FileReference fileRef) throws HyracksDataException {
+        bufferCache.createFile(fileRef);
+        createFileCount.addAndGet(1);
+    }
+
+    @Override
+    public void openFile(int fileId) throws HyracksDataException {
+        bufferCache.openFile(fileId);
+        openFileCount.addAndGet(1);
+    }
+
+    @Override
+    public void closeFile(int fileId) throws HyracksDataException {
+        bufferCache.closeFile(fileId);
+        closeFileCount.addAndGet(1);
+    }
+
+    @Override
+    public void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException {
+        bufferCache.deleteFile(fileId, flushDirtyPages);
+        deleteFileCount.addAndGet(1);
+    }
+
+    @Override
+    public ICachedPage tryPin(long dpid) throws HyracksDataException {
+        return bufferCache.tryPin(dpid);
+    }
+
+    @Override
+    public ICachedPage pin(long dpid, boolean newPage) throws HyracksDataException {
+        ICachedPage page = bufferCache.pin(dpid, newPage);
+        pinCount.addAndGet(1);
+        return page;
+    }
+
+    @Override
+    public void unpin(ICachedPage page) throws HyracksDataException {
+        bufferCache.unpin(page);
+        unpinCount.addAndGet(1);
+    }
+
+    @Override
+    public int getPageSize() {
+        return bufferCache.getPageSize();
+    }
+
+    @Override
+    public int getNumPages() {
+        return bufferCache.getNumPages();
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        bufferCache.close();
+    }
+
+    public void resetCounters() {
+        pinCount.set(0);
+        unpinCount.set(0);
+        readLatchCount.set(0);
+        readUnlatchCount.set(0);
+        writeLatchCount.set(0);
+        writeUnlatchCount.set(0);
+        createFileCount.set(0);
+        deleteFileCount.set(0);
+        openFileCount.set(0);
+        closeFileCount.set(0);
+    }
+
+    public long getPinCount() {
+        return pinCount.get();
+    }
+
+    public long getUnpinCount() {
+        return unpinCount.get();
+    }
+
+    public long getReadLatchCount() {
+        return readLatchCount.get();
+    }
+
+    public long getReadUnlatchCount() {
+        return readUnlatchCount.get();
+    }
+
+    public long getWriteLatchCount() {
+        return writeLatchCount.get();
+    }
+
+    public long getWriteUnlatchCount() {
+        return writeUnlatchCount.get();
+    }
+
+    public long getCreateFileCount() {
+        return createFileCount.get();
+    }
+
+    public long getDeleteFileCount() {
+        return deleteFileCount.get();
+    }
+
+    public long getOpenFileCount() {
+        return openFileCount.get();
+    }
+
+    public long getCloseFileCount() {
+        return closeFileCount.get();
+    }
+
+    @Override
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException {
+        bufferCache.flushDirtyPage(page);
+    }
+
+    @Override
+    public void force(int fileId, boolean metadata) throws HyracksDataException {
+        bufferCache.force(fileId, metadata);
+    }
+
+    @Override
+    public int createMemFile() throws HyracksDataException {
+        return bufferCache.createMemFile();
+    }
+
+    @Override
+    public void deleteMemFile(int fileId) throws HyracksDataException {
+        bufferCache.deleteMemFile(fileId);
+    }
+
+    @Override
+    public int getNumPagesOfFile(int fileId) throws HyracksDataException {
+        return bufferCache.getNumPagesOfFile(fileId);
+    }
+
+    @Override
+    public void adviseWontNeed(ICachedPage page) {
+        bufferCache.adviseWontNeed(page);
+    }
+
+    @Override
+    public ICachedPage confiscatePage(long dpid) throws HyracksDataException {
+        return bufferCache.confiscatePage(dpid);
+    }
+
+    @Override
+    public void returnPage(ICachedPage page) {
+        bufferCache.returnPage(page);
+    }
+
+    @Override
+    public IFIFOPageQueue createFIFOQueue() {
+        return bufferCache.createFIFOQueue();
+    }
+
+    @Override
+    public void finishQueue() {
+        bufferCache.finishQueue();
+    }
+
+    @Override
+    public void copyPage(ICachedPage src, ICachedPage dst) {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void setPageDiskId(ICachedPage page, long dpid) {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public void returnPage(ICachedPage page, boolean reinsert) {
+        // TODO Auto-generated method stub
+
+    }
+
+    @Override
+    public int getFileReferenceCount(int fileId) {
+        return bufferCache.getFileReferenceCount(fileId);
+    }
+
+    @Override
+    public boolean isReplicationEnabled() {
+        return false;
+    }
+
+    @Override
+    public IIOReplicationManager getIOReplicationManager() {
+        return null;
+    }
+
+    @Override
+    public void purgeHandle(int fileId) throws HyracksDataException {
+        bufferCache.purgeHandle(fileId);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DelayPageCleanerPolicy.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DelayPageCleanerPolicy.java
new file mode 100644
index 0000000..276e26a
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DelayPageCleanerPolicy.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DelayPageCleanerPolicy implements IPageCleanerPolicy {
+    private long delay;
+
+    public DelayPageCleanerPolicy(long delay) {
+        this.delay = delay;
+    }
+
+    @Override
+    public void notifyCleanCycleStart(Object monitor) throws HyracksDataException {
+
+    }
+
+    @Override
+    public void notifyCleanCycleFinish(Object monitor) throws HyracksDataException {
+        try {
+            monitor.wait(delay);
+        } catch (InterruptedException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    @Override
+    public void notifyVictimNotFound(Object monitor) throws HyracksDataException {
+        monitor.notifyAll();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DirectBufferAllocator.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DirectBufferAllocator.java
new file mode 100644
index 0000000..59455ff
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/DirectBufferAllocator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class DirectBufferAllocator implements ICacheMemoryAllocator {
+    @Override
+    public ByteBuffer[] allocate(int pageSize, int numPages) {
+        ByteBuffer[] buffers = new ByteBuffer[numPages];
+        for (int i = 0; i < numPages; ++i) {
+            buffers[i] = ByteBuffer.allocateDirect(pageSize);
+        }
+        return buffers;
+    }
+
+    @Override
+    public ByteBuffer[] ensureAvailabilityThenAllocate(int pageSize, int numPages) throws HyracksDataException {
+        return allocate(pageSize, numPages);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/FIFOLocalWriter.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/FIFOLocalWriter.java
new file mode 100644
index 0000000..78be314
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/FIFOLocalWriter.java
@@ -0,0 +1,49 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class FIFOLocalWriter implements IFIFOPageWriter {
+    private static FIFOLocalWriter instance;
+    private static boolean DEBUG = false;
+
+    public static FIFOLocalWriter instance() {
+        if(instance == null) {
+            instance = new FIFOLocalWriter();
+        }
+        return instance;
+    }
+
+    @Override
+    public void write(ICachedPage page, BufferCache bufferCache) throws HyracksDataException {
+        CachedPage cPage = (CachedPage)page;
+        try {
+            bufferCache.write(cPage);
+        } finally {
+            bufferCache.returnPage(cPage);
+            if (DEBUG) {
+                System.out.println("[FIFO] Return page: " + cPage.cpid + "," + cPage.dpid);
+            }
+        }
+    }
+
+    @Override
+    public void sync(int fileId, BufferCache bufferCache) throws HyracksDataException {
+        bufferCache.force(fileId,true);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/HeapBufferAllocator.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/HeapBufferAllocator.java
new file mode 100644
index 0000000..83850c0
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/HeapBufferAllocator.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class HeapBufferAllocator implements ICacheMemoryAllocator {
+    @Override
+    public ByteBuffer[] allocate(int pageSize, int numPages) {
+        ByteBuffer[] buffers = new ByteBuffer[numPages];
+        for (int i = 0; i < numPages; ++i) {
+            buffers[i] = ByteBuffer.allocate(pageSize);
+        }
+        return buffers;
+    }
+
+    @Override
+    public ByteBuffer[] ensureAvailabilityThenAllocate(int pageSize, int numPages) throws HyracksDataException {
+        return allocate(pageSize, numPages);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCache.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCache.java
new file mode 100644
index 0000000..ffde5c4
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCache.java
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.replication.IIOReplicationManager;
+
+public interface IBufferCache {
+
+    public static final long INVALID_DPID = -1l;
+    public static final int INVALID_PAGEID = -1;
+
+    public void createFile(FileReference fileRef) throws HyracksDataException;
+
+    public int createMemFile() throws HyracksDataException;
+
+    public void openFile(int fileId) throws HyracksDataException;
+
+    public void closeFile(int fileId) throws HyracksDataException;
+
+    public void deleteFile(int fileId, boolean flushDirtyPages) throws HyracksDataException;
+
+    public void deleteMemFile(int fileId) throws HyracksDataException;
+
+    public ICachedPage tryPin(long dpid) throws HyracksDataException;
+
+    public ICachedPage pin(long dpid, boolean newPage) throws HyracksDataException;
+
+    public void unpin(ICachedPage page) throws HyracksDataException;
+
+    public void flushDirtyPage(ICachedPage page) throws HyracksDataException;
+
+    public void adviseWontNeed(ICachedPage page);
+
+    public ICachedPage confiscatePage(long dpid) throws HyracksDataException;
+
+    public void returnPage(ICachedPage page);
+
+    public void returnPage(ICachedPage page, boolean reinsert);
+
+    public void force(int fileId, boolean metadata) throws HyracksDataException;
+
+    public int getPageSize();
+
+    public int getNumPages();
+
+    public int getNumPagesOfFile(int fileId) throws HyracksDataException;
+
+    public int getFileReferenceCount(int fileId);
+
+    public void close() throws HyracksDataException;
+
+    public IFIFOPageQueue createFIFOQueue();
+
+    public void finishQueue();
+
+    void copyPage(ICachedPage src, ICachedPage dst);
+
+    void setPageDiskId(ICachedPage page, long dpid);
+
+    public boolean isReplicationEnabled();
+
+    public IIOReplicationManager getIOReplicationManager();
+
+    void purgeHandle(int fileId) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCacheInternal.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCacheInternal.java
new file mode 100644
index 0000000..ec05542
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IBufferCacheInternal.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+public interface IBufferCacheInternal extends IBufferCache {
+    boolean isClean();
+
+    public ICachedPageInternal getPage(int cpid);
+
+    public void addPage(ICachedPageInternal page);
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICacheMemoryAllocator.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICacheMemoryAllocator.java
new file mode 100644
index 0000000..e8eb6e3
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICacheMemoryAllocator.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ICacheMemoryAllocator {
+    /**
+     * @param pageSize
+     * @param numPages
+     * @return a ByteBuffer array of size numPages and each buffer of size pageSize.
+     */
+    public ByteBuffer[] allocate(int pageSize, int numPages);
+
+    /**
+     * Ensures the availability of the memory budget with the ResourceMemoryManager (if exists) before allocation. Otherwise, it acts as a call to {@link #allocate(int, int)}
+     *
+     * @param pageSize
+     * @param numPages
+     * @return
+     * @throws HyracksDataException
+     */
+    public ByteBuffer[] ensureAvailabilityThenAllocate(int pageSize, int numPages) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPage.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPage.java
new file mode 100644
index 0000000..12dde49
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPage.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+
+public interface ICachedPage {
+    public ByteBuffer getBuffer();
+
+    public void acquireReadLatch();
+
+    public void releaseReadLatch();
+
+    public void acquireWriteLatch();
+
+    public void releaseWriteLatch(boolean markDirty);
+
+    public boolean confiscated();
+
+    public IQueueInfo getQueueInfo();
+
+    public void setQueueInfo(IQueueInfo queueInfo);
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPageInternal.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPageInternal.java
new file mode 100644
index 0000000..497192d
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ICachedPageInternal.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+public interface ICachedPageInternal extends ICachedPage {
+    public int getCachedPageId();
+
+    public long getDiskPageId();
+
+    public Object getReplacementStrategyObject();
+
+    public boolean pinIfGoodVictim();
+
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageQueue.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageQueue.java
new file mode 100644
index 0000000..0fe5767
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageQueue.java
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IFIFOPageQueue {
+    public void put(ICachedPage page) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageWriter.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageWriter.java
new file mode 100644
index 0000000..7380261
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IFIFOPageWriter.java
@@ -0,0 +1,25 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+
+public interface IFIFOPageWriter {
+    public void write(ICachedPage page, BufferCache bufferCache) throws HyracksDataException;
+
+    void sync(int fileId, BufferCache bufferCache) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageCleanerPolicy.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageCleanerPolicy.java
new file mode 100644
index 0000000..897ae75
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageCleanerPolicy.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+/**
+ * Allows customization of the page cleaning strategy by the cleaner thread.
+ *
+ * @author vinayakb
+ */
+public interface IPageCleanerPolicy {
+    /**
+     * Callback from the cleaner just before the beginning of a cleaning cycle.
+     *
+     * @param monitor
+     *            - The monitor on which a mutex is held while in this call
+     * @throws HyracksDataException
+     */
+    public void notifyCleanCycleStart(Object monitor) throws HyracksDataException;
+
+    /**
+     * Callback from the cleaner just after the finish of a cleaning cycle.
+     *
+     * @param monitor
+     *            - The monitor on which a mutex is held while in this call.
+     * @throws HyracksDataException
+     */
+    public void notifyCleanCycleFinish(Object monitor) throws HyracksDataException;
+
+    /**
+     * Callback to indicate that no victim was found.
+     *
+     * @param monitor
+     *            - The monitor on which a mutex is held while in this call.
+     * @throws HyracksDataException
+     */
+    public void notifyVictimNotFound(Object monitor) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageReplacementStrategy.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageReplacementStrategy.java
new file mode 100644
index 0000000..661d363
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IPageReplacementStrategy.java
@@ -0,0 +1,39 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+public interface IPageReplacementStrategy {
+    public Object createPerPageStrategyObject(int cpid);
+
+    public void setBufferCache(IBufferCacheInternal bufferCache);
+
+    public void notifyCachePageReset(ICachedPageInternal cPage);
+
+    public void notifyCachePageAccess(ICachedPageInternal cPage);
+
+    public void adviseWontNeed(ICachedPageInternal cPage);
+
+    public ICachedPageInternal findVictim();
+
+    public int getNumPages();
+
+    public int getPageSize();
+
+    public int getMaxAllowedNumPages();
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IQueueInfo.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IQueueInfo.java
new file mode 100644
index 0000000..f214639
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/IQueueInfo.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2013 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.hyracks.storage.common.buffercache;
+
+public interface IQueueInfo {
+
+    /**
+     * Returns whether this queued page should notify all waiters (i.e. it is a low water mark)
+     * @return
+     */
+
+    boolean hasWaiters();
+
+    /**
+     * Whether or not this cached page is a poisoned page.
+     * @return
+     */
+
+    boolean isPoison();
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/QueueInfo.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/QueueInfo.java
new file mode 100644
index 0000000..bc69bc8
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/QueueInfo.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+public class QueueInfo implements IQueueInfo{
+
+    private final boolean poison;
+    private final boolean waiters;
+
+    public QueueInfo(boolean waiters, boolean poison){
+        this.waiters = waiters;
+        this.poison = poison;
+    }
+
+    @Override
+    public boolean hasWaiters(){
+        return waiters;
+
+    }
+
+    @Override
+    public boolean isPoison(){
+        return poison;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ResourceHeapBufferAllocator.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ResourceHeapBufferAllocator.java
new file mode 100644
index 0000000..934fe06
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/buffercache/ResourceHeapBufferAllocator.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.buffercache;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.common.IResourceMemoryManager;
+
+public class ResourceHeapBufferAllocator implements ICacheMemoryAllocator {
+
+    final IResourceMemoryManager memoryManager;
+    final String resourceName;
+
+    public ResourceHeapBufferAllocator(IResourceMemoryManager memoryManager, String resourceName) {
+        this.memoryManager = memoryManager;
+        this.resourceName = resourceName;
+    }
+
+    @Override
+    public ByteBuffer[] allocate(int pageSize, int numPages) {
+        ByteBuffer[] buffers = new ByteBuffer[numPages];
+        for (int i = 0; i < numPages; ++i) {
+            buffers[i] = ByteBuffer.allocate(pageSize);
+        }
+        return buffers;
+    }
+
+    @Override
+    public ByteBuffer[] ensureAvailabilityThenAllocate(int pageSize, int numPages) throws HyracksDataException {
+        memoryManager.allocateMemory(resourceName);
+        return allocate(pageSize, numPages);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/BufferedFileHandle.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/BufferedFileHandle.java
new file mode 100644
index 0000000..aecbd17
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/BufferedFileHandle.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.hyracks.api.io.IFileHandle;
+
+public class BufferedFileHandle {
+    private final int fileId;
+    private IFileHandle handle;
+    private final AtomicInteger refCount;
+
+    public BufferedFileHandle(int fileId, IFileHandle handle) {
+        this.fileId = fileId;
+        this.handle = handle;
+        refCount = new AtomicInteger();
+    }
+
+    public int getFileId() {
+        return fileId;
+    }
+
+    public IFileHandle getFileHandle() {
+        return handle;
+    }
+
+    public void markAsDeleted() {
+        handle = null;
+    }
+
+    public boolean fileHasBeenDeleted() {
+        return handle == null;
+    }
+
+    public int incReferenceCount() {
+        return refCount.incrementAndGet();
+    }
+
+    public int decReferenceCount() {
+        return refCount.decrementAndGet();
+    }
+
+    public int getReferenceCount() {
+        return refCount.get();
+    }
+
+    public long getDiskPageId(int pageId) {
+        return getDiskPageId(fileId, pageId);
+    }
+
+    public static long getDiskPageId(int fileId, int pageId) {
+        return (((long) fileId) << 32) + pageId;
+    }
+
+    public static int getFileId(long dpid) {
+        return (int) ((dpid >> 32) & 0xffffffff);
+    }
+
+    public static int getPageId(long dpid) {
+        return (int) (dpid & 0xffffffff);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapManager.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapManager.java
new file mode 100644
index 0000000..acb4ba2
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapManager.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+
+/**
+ * Maintains the mapping between file names and file ids.
+ *
+ * @author vinayakb
+ */
+public interface IFileMapManager extends IFileMapProvider {
+    /**
+     * Register a new file name.
+     *
+     * @param fileRef
+     *            - file reference to register
+     * @throws HyracksDataException
+     *             - if a mapping for the file already exists.
+     */
+    public void registerFile(FileReference fileRef) throws HyracksDataException;
+
+    /**
+     * Unregister a file mapping
+     *
+     * @param fileId
+     *            - The file id whose mapping is to be unregistered.
+     * @throws HyracksDataException
+     *             - If the fileid is not mapped currently in this manager.
+     */
+    public void unregisterFile(int fileId) throws HyracksDataException;
+
+    public int registerMemoryFile();
+
+    public void unregisterMemFile(int fileId) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapProvider.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapProvider.java
new file mode 100644
index 0000000..16ee6a6
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IFileMapProvider.java
@@ -0,0 +1,65 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.io.Serializable;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+
+public interface IFileMapProvider extends Serializable {
+    /**
+     * Indicates if a given fileId is mapped
+     *
+     * @param fileId
+     * @return <code>true</code> if the given fileId is mapped, <code>false</code> otherwise.
+     */
+    public boolean isMapped(int fileId);
+
+    /**
+     * Indicates if a given file name is mapped.
+     *
+     * @param fileRef
+     * @return <code>true</code> if the given file name is mapped, <code>false</code> otherwise.
+     */
+    public boolean isMapped(FileReference fileRef);
+
+    /**
+     * Lookup the file id for a file name
+     *
+     * @param fileRef
+     *            - The file name whose id should be looked up.
+     * @return The file id
+     * @throws HyracksDataException
+     *             - If the file name is not currently mapped in this manager.
+     */
+    public int lookupFileId(FileReference fileRef) throws HyracksDataException;
+
+    /**
+     * Lookup the file name for a file id
+     *
+     * @param fileId
+     *            - The file id whose name should be looked up.
+     * @return The file reference
+     * @throws HyracksDataException
+     *             - If the file id is not mapped currently in this manager.
+     */
+    public FileReference lookupFileName(int fileId) throws HyracksDataException;
+
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactory.java
new file mode 100644
index 0000000..f5e7010
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactory.java
@@ -0,0 +1,23 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+public interface ILocalResourceFactory {
+    public LocalResource createLocalResource(long resourceId, String resourceName, int partition, String resourcePath);
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactoryProvider.java
new file mode 100644
index 0000000..6f20b82
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceFactoryProvider.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.io.Serializable;
+
+public interface ILocalResourceFactoryProvider extends Serializable {
+    public ILocalResourceFactory getLocalResourceFactory();
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepository.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepository.java
new file mode 100644
index 0000000..eef76a8
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepository.java
@@ -0,0 +1,32 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILocalResourceRepository {
+
+    public LocalResource getResourceByPath(String name) throws HyracksDataException;
+
+    public void insert(LocalResource resource) throws HyracksDataException;
+
+    public void deleteResourceByPath(String name) throws HyracksDataException;
+
+    public long getMaxResourceID() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java
new file mode 100644
index 0000000..71a926a
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ILocalResourceRepositoryFactory.java
@@ -0,0 +1,25 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface ILocalResourceRepositoryFactory {
+    public ILocalResourceRepository createRepository() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IResourceIdFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IResourceIdFactory.java
new file mode 100644
index 0000000..a7bfa10
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/IResourceIdFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public interface IResourceIdFactory {
+
+    /**
+     * @return A unique monotonically increasing id.
+     * @throws Exception
+     */
+    long createId() throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/LocalResource.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/LocalResource.java
new file mode 100644
index 0000000..eba0119
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/LocalResource.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.io.Serializable;
+
+public class LocalResource implements Serializable {
+    private static final long serialVersionUID = 1L;
+    private final long resourceId;
+    private final String resourceName;
+    private final int partition;
+    private final int resourceType;
+    private final Object object;
+    private String resourcePath;
+
+    public static final int TransientResource = 0;
+    public static final int LSMBTreeResource = 1;
+    public static final int LSMRTreeResource = 2;
+    public static final int LSMInvertedIndexResource = 3;
+    public static final int ExternalBTreeResource = 4;
+    public static final int ExternalRTreeResource = 5;
+    public static final int ExternalBTreeWithBuddyResource = 6;
+
+    public LocalResource(long resourceId, String resourceName, int partition, String resourcePath, int resourceType,
+            Object object) {
+        this.resourceId = resourceId;
+        this.resourceName = resourceName;
+        this.partition = partition;
+        this.resourcePath = resourcePath;
+        this.resourceType = resourceType;
+        this.object = object;
+    }
+
+    public long getResourceId() {
+        return resourceId;
+    }
+
+    public String getResourceName() {
+        return resourceName;
+    }
+
+    public int getPartition() {
+        return partition;
+    }
+
+    public int getResourceType() {
+        return resourceType;
+    }
+
+    public Object getResourceObject() {
+        return object;
+    }
+
+    public String getResourcePath() {
+        return resourcePath;
+    }
+
+    public void setResourcePath(String resourcePath) {
+        this.resourcePath = resourcePath;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java
new file mode 100644
index 0000000..2e64ae6
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/NoOpLocalResourceFactoryProvider.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+/**
+ * Dummy operation factory provider that does nothing.
+ */
+public enum NoOpLocalResourceFactoryProvider implements ILocalResourceFactoryProvider {
+    INSTANCE;
+
+    @Override
+    public ILocalResourceFactory getLocalResourceFactory() {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactory.java
new file mode 100644
index 0000000..625d247
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.util.concurrent.atomic.AtomicLong;
+
+public class ResourceIdFactory implements IResourceIdFactory {
+    private AtomicLong id = null;
+
+    public ResourceIdFactory(long initialValue) {
+        id = new AtomicLong(initialValue);
+    }
+
+    @Override
+    public long createId() {
+        return id.getAndIncrement();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactoryProvider.java
new file mode 100644
index 0000000..c30ba4d
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/ResourceIdFactoryProvider.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class ResourceIdFactoryProvider {
+    private ILocalResourceRepository localResourceRepository;
+
+    public ResourceIdFactoryProvider(ILocalResourceRepository localResourceRepository) {
+        this.localResourceRepository = localResourceRepository;
+    }
+
+    public ResourceIdFactory createResourceIdFactory() throws HyracksDataException {
+        long largestResourceId = localResourceRepository.getMaxResourceID();
+        return new ResourceIdFactory(largestResourceId);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientFileMapManager.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientFileMapManager.java
new file mode 100644
index 0000000..05ff825
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientFileMapManager.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+
+public class TransientFileMapManager implements IFileMapManager {
+    private static final long serialVersionUID = 1L;
+
+    private Map<Integer, FileReference> id2nameMap = new HashMap<Integer, FileReference>();
+    private Map<FileReference, Integer> name2IdMap = new HashMap<FileReference, Integer>();
+    private int idCounter = 0;
+
+    @Override
+    public FileReference lookupFileName(int fileId) throws HyracksDataException {
+        FileReference fRef = id2nameMap.get(fileId);
+        if (fRef == null) {
+            throw new HyracksDataException("No mapping found for id: " + fileId);
+        }
+        return fRef;
+    }
+
+    @Override
+    public int lookupFileId(FileReference fileRef) throws HyracksDataException {
+        Integer fileId = name2IdMap.get(fileRef);
+        if (fileId == null) {
+            throw new HyracksDataException("No mapping found for name: " + fileRef);
+        }
+        return fileId;
+    }
+
+    @Override
+    public boolean isMapped(FileReference fileRef) {
+        return name2IdMap.containsKey(fileRef);
+    }
+
+    @Override
+    public boolean isMapped(int fileId) {
+        return id2nameMap.containsKey(fileId);
+    }
+
+    @Override
+    public void unregisterFile(int fileId) throws HyracksDataException {
+        FileReference fileRef = id2nameMap.remove(fileId);
+        name2IdMap.remove(fileRef);
+    }
+
+    @Override
+    public void registerFile(FileReference fileRef) throws HyracksDataException {
+        Integer fileId = idCounter++;
+        id2nameMap.put(fileId, fileRef);
+        name2IdMap.put(fileRef, fileId);
+    }
+
+    @Override
+    public int registerMemoryFile() {
+        Integer fileId = idCounter++;
+        id2nameMap.put(fileId, null);
+        return fileId;
+    }
+
+    @Override
+    public void unregisterMemFile(int fileId) throws HyracksDataException {
+        id2nameMap.remove(fileId);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactory.java
new file mode 100644
index 0000000..527f55e
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactory.java
@@ -0,0 +1,27 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+public class TransientLocalResourceFactory implements ILocalResourceFactory {
+
+    @Override
+    public LocalResource createLocalResource(long resourceId, String resourceName, int partition, String resourcePath) {
+        return new LocalResource(resourceId, resourceName, partition, resourcePath, LocalResource.TransientResource, null);
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java
new file mode 100644
index 0000000..4394f69
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceFactoryProvider.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+public class TransientLocalResourceFactoryProvider implements ILocalResourceFactoryProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public ILocalResourceFactory getLocalResourceFactory() {
+        return new TransientLocalResourceFactory();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepository.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepository.java
new file mode 100644
index 0000000..35add93
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepository.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class TransientLocalResourceRepository implements ILocalResourceRepository {
+
+    private Map<String, LocalResource> path2ResourceMap = new HashMap<String, LocalResource>();
+    private Map<Long, LocalResource> id2ResourceMap = new HashMap<Long, LocalResource>();
+
+    @Override
+    public LocalResource getResourceByPath(String path) throws HyracksDataException {
+        return path2ResourceMap.get(path);
+    }
+
+    @Override
+    public synchronized void insert(LocalResource resource) throws HyracksDataException {
+        long id = resource.getResourceId();
+
+        if (id2ResourceMap.containsKey(id)) {
+            throw new HyracksDataException("Duplicate resource");
+        }
+        id2ResourceMap.put(id, resource);
+        path2ResourceMap.put(resource.getResourcePath(), resource);
+    }
+
+    @Override
+    public synchronized void deleteResourceByPath(String path) throws HyracksDataException {
+        LocalResource resource = path2ResourceMap.get(path);
+        if (resource == null) {
+            throw new HyracksDataException("Resource doesn't exist");
+        }
+        id2ResourceMap.remove(resource.getResourceId());
+        path2ResourceMap.remove(path);
+    }
+
+    @Override
+    public long getMaxResourceID() throws HyracksDataException {
+        long maxResourceId = 0;
+
+        for (Long resourceId : id2ResourceMap.keySet()) {
+            maxResourceId = Math.max(maxResourceId, resourceId);
+        }
+        return maxResourceId;
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java
new file mode 100644
index 0000000..9b9515c
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/file/TransientLocalResourceRepositoryFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.file;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class TransientLocalResourceRepositoryFactory implements ILocalResourceRepositoryFactory {
+
+    @Override
+    public ILocalResourceRepository createRepository() throws HyracksDataException {
+        return new TransientLocalResourceRepository();
+    }
+}
diff --git a/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/sync/LatchType.java b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/sync/LatchType.java
new file mode 100644
index 0000000..02add29
--- /dev/null
+++ b/hyracks/hyracks-storage-common/src/main/java/org/apache/hyracks/storage/common/sync/LatchType.java
@@ -0,0 +1,24 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common.sync;
+
+public enum LatchType {
+    LATCH_X,
+    LATCH_S
+}
diff --git a/hyracks/hyracks-test-support/pom.xml b/hyracks/hyracks-test-support/pom.xml
new file mode 100644
index 0000000..ef6f58c
--- /dev/null
+++ b/hyracks/hyracks-test-support/pom.xml
@@ -0,0 +1,82 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-test-support</artifactId>
+  <name>hyracks-test-support</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+  <dependencies>
+    <dependency>
+      <groupId>junit</groupId>
+      <artifactId>junit</artifactId>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-control-nc</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-storage-common</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-storage-am-btree</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-storage-am-rtree</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+    <dependency>
+      <groupId>org.apache.hyracks</groupId>
+      <artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+      <version>0.2.18-SNAPSHOT</version>
+      <type>jar</type>
+      <scope>compile</scope>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java
new file mode 100644
index 0000000..a9b2e1f
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractModificationOperationCallbackTest.java
@@ -0,0 +1,108 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+public abstract class AbstractModificationOperationCallbackTest extends AbstractOperationCallbackTest {
+
+    protected final ArrayTupleBuilder builder;
+    protected final ArrayTupleReference tuple;
+    protected final IModificationOperationCallback cb;
+
+    protected boolean isFoundNull;
+
+    public AbstractModificationOperationCallbackTest() {
+        this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+        this.tuple = new ArrayTupleReference();
+        this.cb = new VeriyfingModificationCallback();
+        this.isFoundNull = true;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        super.setup();
+    }
+
+    @Override
+    @After
+    public void tearDown() throws Exception {
+        super.tearDown();
+    }
+
+    @Test
+    public void modificationCallbackTest() throws Exception {
+        IIndexAccessor accessor = index.createAccessor(cb, NoOpOperationCallback.INSTANCE);
+
+        isFoundNull = true;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.insert(tuple);
+        }
+
+        isFoundNull = false;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.upsert(tuple);
+        }
+
+        isFoundNull = false;
+        for (int i = 0; i < AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT; i++) {
+            TupleUtils.createIntegerTuple(builder, tuple, i);
+            accessor.delete(tuple);
+        }
+    }
+
+    private class VeriyfingModificationCallback implements IModificationOperationCallback {
+
+        @Override
+        public void before(ITupleReference tuple) throws HyracksDataException {
+            Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, tuple));
+        }
+
+        @Override
+        public void found(ITupleReference before, ITupleReference after) throws HyracksDataException {
+            if (isFoundNull) {
+                Assert.assertEquals(null, before);
+            } else {
+                Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, before));
+            }
+            Assert.assertEquals(0, cmp.compare(AbstractModificationOperationCallbackTest.this.tuple, after));
+        }
+
+        @Override
+        public void setOp(Operation op) throws HyracksDataException {
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractOperationCallbackTest.java
new file mode 100644
index 0000000..2fb52c9
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractOperationCallbackTest.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public abstract class AbstractOperationCallbackTest {
+    protected static final int NUM_KEY_FIELDS = 1;
+
+    @SuppressWarnings("rawtypes")
+    protected final ISerializerDeserializer[] keySerdes;
+    protected final MultiComparator cmp;
+    protected final int[] bloomFilterKeyFields;
+
+    protected IIndex index;
+
+    protected abstract void createIndexInstance() throws Exception;
+
+    public AbstractOperationCallbackTest() {
+        this.keySerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        this.cmp = MultiComparator.create(SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length));
+        bloomFilterKeyFields = new int[NUM_KEY_FIELDS];
+        for (int i = 0; i < NUM_KEY_FIELDS; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+    }
+
+    public void setup() throws Exception {
+        createIndexInstance();
+        index.create();
+        index.activate();
+    }
+
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java
new file mode 100644
index 0000000..20a2c0f
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/AbstractSearchOperationCallbackTest.java
@@ -0,0 +1,257 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.concurrent.Callable;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.locks.Condition;
+import java.util.concurrent.locks.Lock;
+import java.util.concurrent.locks.ReentrantLock;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+public abstract class AbstractSearchOperationCallbackTest extends AbstractOperationCallbackTest {
+    private static final int NUM_TASKS = 2;
+
+    protected final Lock lock;
+    protected final Condition condition;
+
+    protected ExecutorService executor;
+    protected boolean insertTaskStarted;
+
+    public AbstractSearchOperationCallbackTest() {
+        this.lock = new ReentrantLock(true);
+        this.condition = lock.newCondition();
+        this.insertTaskStarted = false;
+    }
+
+    @Override
+    @Before
+    public void setup() throws Exception {
+        executor = Executors.newFixedThreadPool(NUM_TASKS);
+        super.setup();
+    }
+
+    @Override
+    @After
+    public void tearDown() throws Exception {
+        executor.shutdown();
+        super.tearDown();
+    }
+
+    @Test
+    public void searchCallbackTest() throws Exception {
+        Future<Boolean> insertFuture = executor.submit(new InsertionTask());
+        Future<Boolean> searchFuture = executor.submit(new SearchTask());
+        Assert.assertTrue(searchFuture.get());
+        Assert.assertTrue(insertFuture.get());
+    }
+
+    private class SearchTask implements Callable<Boolean> {
+        private final ISearchOperationCallback cb;
+        private final IIndexAccessor accessor;
+        private final IIndexCursor cursor;
+        private final RangePredicate predicate;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        private boolean blockOnHigh;
+        private int blockingValue;
+        private int expectedAfterBlock;
+
+        public SearchTask() throws HyracksDataException {
+            this.cb = new SynchronizingSearchOperationCallback();
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, cb);
+            this.cursor = accessor.createSearchCursor(false);
+            this.predicate = new RangePredicate();
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+
+            this.blockOnHigh = false;
+            this.blockingValue = -1;
+            this.expectedAfterBlock = -1;
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                if (!insertTaskStarted) {
+                    condition.await();
+                }
+
+                // begin a search on [101, +inf), blocking on 101
+                TupleUtils.createIntegerTuple(builder, tuple, 101);
+                predicate.setLowKey(tuple, true);
+                predicate.setHighKey(null, true);
+                accessor.search(cursor, predicate);
+                consumeIntTupleRange(101, 101, true, 101);
+
+                // consume tuples [102, 152], blocking on 151
+                consumeIntTupleRange(102, 151, true, 152);
+
+                // consume tuples [153, 300]
+                consumeIntTupleRange(153, 300, false, -1);
+
+                cursor.close();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void consumeIntTupleRange(int begin, int end, boolean blockOnHigh, int expectedAfterBlock)
+                throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                if (blockOnHigh == true && i == end) {
+                    this.blockOnHigh = true;
+                    this.blockingValue = end;
+                    this.expectedAfterBlock = expectedAfterBlock;
+                }
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                if (!cursor.hasNext()) {
+                    Assert.fail("Failed to consume entire tuple range since cursor is exhausted.");
+                }
+                cursor.next();
+
+                if (this.blockOnHigh) {
+                    TupleUtils.createIntegerTuple(builder, tuple, expectedAfterBlock);
+                }
+                Assert.assertEquals(0, cmp.compare(tuple, cursor.getTuple()));
+            }
+        }
+
+        private class SynchronizingSearchOperationCallback implements ISearchOperationCallback {
+
+            @Override
+            public boolean proceed(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.tuple, tuple));
+                return false;
+            }
+
+            @Override
+            public void reconcile(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.tuple, tuple));
+                if (blockOnHigh) {
+                    try {
+                        TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                    } catch (HyracksDataException e) {
+                        e.printStackTrace();
+                    }
+                    condition.signal();
+                    condition.awaitUninterruptibly();
+                    blockOnHigh = false;
+                }
+            }
+
+            @Override
+            public void cancel(ITupleReference tuple) {
+                try {
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, blockingValue);
+                    Assert.assertEquals(0, cmp.compare(tuple, SearchTask.this.tuple));
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                } catch (HyracksDataException e) {
+                    e.printStackTrace();
+                }
+            }
+
+            @Override
+            public void complete(ITupleReference tuple) throws HyracksDataException {
+            }
+
+            @Override
+            public void before(ITupleReference tuple) throws HyracksDataException {
+            }
+
+        }
+    }
+
+    private class InsertionTask implements Callable<Boolean> {
+        private final IIndexAccessor accessor;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        public InsertionTask() throws HyracksDataException {
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                insertTaskStarted = true;
+
+                // insert tuples [101, 200]
+                insertIntTupleRange(101, 200);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [1, 100]
+                insertIntTupleRange(1, 100);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [201, 300] and delete tuple 151
+                insertIntTupleRange(201, 300);
+                TupleUtils.createIntegerTuple(builder, tuple, 151);
+                accessor.delete(tuple);
+                condition.signal();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void insertIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java
new file mode 100644
index 0000000..dd03eae
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexBulkLoadTest.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexBulkLoadTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+    private final int bulkLoadRounds;
+
+    public OrderedIndexBulkLoadTest(BTreeLeafFrameType[] leafFrameTypesToTest, int bulkLoadRounds) {
+        super(leafFrameTypesToTest);
+        this.bulkLoadRounds = bulkLoadRounds;
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        for (int i = 0; i < bulkLoadRounds; i++) {
+            // We assume all fieldSerdes are of the same type. Check the first
+            // one
+            // to determine which field types to generate.
+            if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                orderedIndexTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+            } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+                orderedIndexTestUtils.bulkLoadStringTuples(ctx, numTuplesToInsert, getRandom());
+            }
+            orderedIndexTestUtils.checkPointSearches(ctx);
+            orderedIndexTestUtils.checkScan(ctx);
+            orderedIndexTestUtils.checkDiskOrderScan(ctx);
+            orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+            if (prefixLowKey != null && prefixHighKey != null) {
+                orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+            }
+        }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "BulkLoad";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexDeleteTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexDeleteTest.java
new file mode 100644
index 0000000..ede66ca
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexDeleteTest.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexDeleteTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public OrderedIndexDeleteTest(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    private static final int numInsertRounds = AccessMethodTestsConfig.BTREE_NUM_INSERT_ROUNDS;
+    private static final int numDeleteRounds = AccessMethodTestsConfig.BTREE_NUM_DELETE_ROUNDS;
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        for (int i = 0; i < numInsertRounds; i++) {
+            // We assume all fieldSerdes are of the same type. Check the first
+            // one to determine which field types to generate.
+            if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                orderedIndexTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+            } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+                orderedIndexTestUtils.insertStringTuples(ctx, numTuplesToInsert, getRandom());
+            }
+            int numTuplesPerDeleteRound = (int) Math
+                    .ceil((float) ctx.getCheckTuples().size() / (float) numDeleteRounds);
+            for (int j = 0; j < numDeleteRounds; j++) {
+                orderedIndexTestUtils.deleteTuples(ctx, numTuplesPerDeleteRound, getRandom());
+                orderedIndexTestUtils.checkPointSearches(ctx);
+                orderedIndexTestUtils.checkScan(ctx);
+                orderedIndexTestUtils.checkDiskOrderScan(ctx);
+                orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+                if (prefixLowKey != null && prefixHighKey != null) {
+                    orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+                }
+            }
+        }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Delete";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexExamplesTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
new file mode 100644
index 0000000..2116c0b
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
@@ -0,0 +1,840 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import static org.junit.Assert.fail;
+
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.api.UnsortedInputException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexExamplesTest {
+    protected static final Logger LOGGER = Logger.getLogger(OrderedIndexExamplesTest.class.getName());
+    protected final Random rnd = new Random(50);
+
+    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] btreeFields, int[] filterFields) throws TreeIndexException;
+
+    /**
+     * Fixed-Length Key,Value Example. Create a tree index with one fixed-length
+     * key field and one fixed-length value field. Fill index with random values
+     * using insertions (not bulk load). Perform scans and range search.
+     */
+    @Test
+    public void fixedLengthKeyValueExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Fixed-Length Key,Value Example.");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            int f0 = rnd.nextInt() % numInserts;
+            int f1 = 5;
+            TupleUtils.createIntegerTuple(tb, tuple, f0, f1);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 1000 == 0) {
+                    LOGGER.info("Inserting " + i + " : " + f0 + " " + f1);
+                }
+            }
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        orderedScan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build low key.
+        ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(keyFieldCount);
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(lowKeyTb, lowKey, -1000);
+
+        // Build high key.
+        ArrayTupleBuilder highKeyTb = new ArrayTupleBuilder(keyFieldCount);
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(highKeyTb, highKey, 1000);
+
+        rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey, null, null);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * This test the btree page split. Originally this test didn't pass since
+     * the btree was spliting by cardinality and not size. Thus, we might end up
+     * with a situation where there is not enough space to insert the new tuple
+     * after the split which will throw an error and the split won't be
+     * propagated to upper level; thus, the tree is corrupted. Now, it split
+     * page by size. The correct behavior on abnormally large keys/values.
+     */
+    @Test
+    public void pageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        String key = "111";
+        String data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "222";
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "333";
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "444";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "555";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        key = "666";
+        data = "XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, key, data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Composite Key Example (Non-Unique Index). Create a tree index with two
+     * fixed-length key fields and one fixed-length value field. Fill index with
+     * random values using insertions (not bulk load) Perform scans and range
+     * search.
+     */
+    @Test
+    public void twoFixedLengthKeysOneFixedLengthValueExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Composite Key Test");
+        }
+
+        // Declare fields.
+        int fieldCount = 3;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        // declare keys
+        int keyFieldCount = 2;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+        bloomFilterKeyFields[1] = 1;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < 10000; i++) {
+            int f0 = rnd.nextInt() % 2000;
+            int f1 = rnd.nextInt() % 1000;
+            int f2 = 5;
+            TupleUtils.createIntegerTuple(tb, tuple, f0, f1, f2);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 1000 == 0) {
+                    LOGGER.info("Inserting " + i + " : " + f0 + " " + f1 + " " + f2);
+                }
+            }
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        orderedScan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build low key.
+        ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(lowKeyTb, lowKey, -3);
+
+        // Build high key.
+        ArrayTupleBuilder highKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(highKeyTb, highKey, 3);
+
+        // Prefix-Range search in [-3, 3]
+        rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey, null, null);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Variable-Length Example. Create a BTree with one variable-length key
+     * field and one variable-length value field. Fill BTree with random values
+     * using insertions (not bulk load) Perform ordered scans and range search.
+     */
+    @Test
+    public void varLenKeyValueExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Variable-Length Key,Value Example");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        // Max string length to be generated.
+        int maxLength = 10;
+        int numInserts = 10000;
+        for (int i = 0; i < 10000; i++) {
+            String f0 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+            String f1 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+            TupleUtils.createTuple(tb, tuple, fieldSerdes, f0, f1);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 1000 == 0) {
+                    LOGGER.info("Inserting[" + i + "] " + f0 + " " + f1);
+                }
+            }
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        orderedScan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build low key.
+        ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        TupleUtils.createTuple(lowKeyTb, lowKey, fieldSerdes, "cbf");
+
+        // Build high key.
+        ArrayTupleBuilder highKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        TupleUtils.createTuple(highKeyTb, highKey, fieldSerdes, "cc7");
+
+        rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey, null, null);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Deletion Example. Create a BTree with one variable-length key field and
+     * one variable-length value field. Fill B-tree with random values using
+     * insertions, then delete entries one-by-one. Repeat procedure a few times
+     * on same BTree.
+     */
+    @Test
+    public void deleteExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Deletion Example");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        // Max string length to be generated.
+        int runs = 3;
+        for (int run = 0; run < runs; run++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Deletion example run: " + (run + 1) + "/" + runs);
+                LOGGER.info("Inserting into tree...");
+            }
+            int maxLength = 10;
+            int ins = 10000;
+            String[] f0s = new String[ins];
+            String[] f1s = new String[ins];
+            int insDone = 0;
+            int[] insDoneCmp = new int[ins];
+            for (int i = 0; i < ins; i++) {
+                String f0 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+                String f1 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+                TupleUtils.createTuple(tb, tuple, fieldSerdes, f0, f1);
+                f0s[i] = f0;
+                f1s[i] = f1;
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    if (i % 1000 == 0) {
+                        LOGGER.info("Inserting " + i);
+                    }
+                }
+                try {
+                    indexAccessor.insert(tuple);
+                    insDone++;
+                } catch (TreeIndexException e) {
+                }
+                insDoneCmp[i] = insDone;
+            }
+
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Deleting from tree...");
+            }
+            int delDone = 0;
+            for (int i = 0; i < ins; i++) {
+                TupleUtils.createTuple(tb, tuple, fieldSerdes, f0s[i], f1s[i]);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    if (i % 1000 == 0) {
+                        LOGGER.info("Deleting " + i);
+                    }
+                }
+                try {
+                    indexAccessor.delete(tuple);
+                    delDone++;
+                } catch (TreeIndexException e) {
+                }
+                if (insDoneCmp[i] != delDone) {
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info("INCONSISTENT STATE, ERROR IN DELETION EXAMPLE.");
+                        LOGGER.info("INSDONECMP: " + insDoneCmp[i] + " " + delDone);
+                    }
+                    break;
+                }
+            }
+            if (insDone != delDone) {
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("ERROR! INSDONE: " + insDone + " DELDONE: " + delDone);
+                }
+                break;
+            }
+        }
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Update example. Create a BTree with one variable-length key field and one
+     * variable-length value field. Fill B-tree with random values using
+     * insertions, then update entries one-by-one. Repeat procedure a few times
+     * on same BTree.
+     */
+    @Test
+    public void updateExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Update example");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = UTF8StringPointable.TYPE_TRAITS;
+        typeTraits[1] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        int maxLength = 10;
+        int ins = 10000;
+        String[] keys = new String[10000];
+        for (int i = 0; i < ins; i++) {
+            String f0 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+            String f1 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+            TupleUtils.createTuple(tb, tuple, fieldSerdes, f0, f1);
+            keys[i] = f0;
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 1000 == 0) {
+                    LOGGER.info("Inserting " + i);
+                }
+            }
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        // Print before doing any updates.
+        orderedScan(indexAccessor, fieldSerdes);
+
+        int runs = 3;
+        for (int run = 0; run < runs; run++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Update test run: " + (run + 1) + "/" + runs);
+                LOGGER.info("Updating BTree");
+            }
+            for (int i = 0; i < ins; i++) {
+                // Generate a new random value for f1.
+                String f1 = randomString(Math.abs(rnd.nextInt()) % maxLength + 1, rnd);
+                TupleUtils.createTuple(tb, tuple, fieldSerdes, keys[i], f1);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    if (i % 1000 == 0) {
+                        LOGGER.info("Updating " + i);
+                    }
+                }
+                try {
+                    indexAccessor.update(tuple);
+                } catch (TreeIndexException e) {
+                } catch (UnsupportedOperationException e) {
+                }
+            }
+            // Do another scan after a round of updates.
+            orderedScan(indexAccessor, fieldSerdes);
+        }
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Bulk load example. Load a tree with 100,000 tuples. BTree has a composite
+     * key to "simulate" non-unique index creation.
+     */
+    @Test
+    public void bulkLoadExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk load example");
+        }
+        // Declare fields.
+        int fieldCount = 3;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        // declare keys
+        int keyFieldCount = 2;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+        bloomFilterKeyFields[1] = 1;
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        // Load sorted records.
+        int ins = 100000;
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk loading " + ins + " tuples");
+        }
+        long start = System.currentTimeMillis();
+        IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, false, ins, true);
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        for (int i = 0; i < ins; i++) {
+            TupleUtils.createIntegerTuple(tb, tuple, i, i, 5);
+            bulkLoader.add(tuple);
+        }
+        bulkLoader.end();
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(ins + " tuples loaded in " + (end - start) + "ms");
+        }
+
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        // Build low key.
+        ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(lowKeyTb, lowKey, 44444);
+
+        // Build high key.
+        ArrayTupleBuilder highKeyTb = new ArrayTupleBuilder(1);
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(highKeyTb, highKey, 44500);
+
+        // Prefix-Range search in [44444, 44500]
+        rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey, null, null);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Bulk load failure example. Repeatedly loads a tree with 1,000 tuples, of
+     * which one tuple at each possible position does not conform to the
+     * expected order. We expect the bulk load to fail with an exception.
+     */
+    @Test
+    public void bulkOrderVerificationExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk load order verification example");
+        }
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // declare keys
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        Random rnd = new Random();
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        int ins = 1000;
+        for (int i = 1; i < ins; i++) {
+
+            ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, null, null, null,
+                    null);
+            treeIndex.create();
+            treeIndex.activate();
+
+            // Load sorted records, and expect to fail at tuple i.
+            IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, true, ins, true);
+            for (int j = 0; j < ins; j++) {
+                if (j > i) {
+                    fail("Bulk load failure test unexpectedly succeeded past tuple: " + j);
+                }
+                int key = j;
+                if (j == i) {
+                    int swapElementCase = Math.abs(rnd.nextInt()) % 2;
+                    if (swapElementCase == 0) {
+                        // Element equal to previous element.
+                        key--;
+                    } else {
+                        // Element smaller than previous element.
+                        key -= Math.abs(Math.random() % (ins - 1)) + 1;
+                    }
+                }
+                TupleUtils.createIntegerTuple(tb, tuple, key, 5);
+                try {
+                    bulkLoader.add(tuple);
+                } catch (UnsortedInputException e) {
+                    if (j != i) {
+                        fail("Unexpected exception: " + e.getMessage());
+                    }
+                    // Success.
+
+                    break;
+                } catch (TreeIndexDuplicateKeyException e2) {
+                    if (j != i) {
+                        fail("Unexpected exception: " + e2.getMessage());
+                    }
+                    // Success.
+                    break;
+                }
+            }
+            treeIndex.deactivate();
+            treeIndex.destroy();
+        }
+    }
+
+    protected void orderedScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Ordered Scan:");
+        }
+        IIndexCursor scanCursor = (IIndexCursor) indexAccessor.createSearchCursor(false);
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        indexAccessor.search(scanCursor, nullPred);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                ITupleReference frameTuple = scanCursor.getTuple();
+                String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(rec);
+                }
+            }
+        } finally {
+            scanCursor.close();
+        }
+    }
+
+    protected void diskOrderScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
+        try {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Disk-Order Scan:");
+            }
+            ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) indexAccessor;
+            TreeIndexDiskOrderScanCursor diskOrderCursor = (TreeIndexDiskOrderScanCursor) treeIndexAccessor
+                    .createDiskOrderScanCursor();
+            treeIndexAccessor.diskOrderScan(diskOrderCursor);
+            try {
+                while (diskOrderCursor.hasNext()) {
+                    diskOrderCursor.next();
+                    ITupleReference frameTuple = diskOrderCursor.getTuple();
+                    String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info(rec);
+                    }
+                }
+            } finally {
+                diskOrderCursor.close();
+            }
+        } catch (UnsupportedOperationException e) {
+            // Ignore exception because some indexes, e.g. the LSMBTree, don't
+            // support disk-order scan.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        } catch (ClassCastException e) {
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMBTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
+    }
+
+    protected void rangeSearch(IBinaryComparatorFactory[] cmpFactories, IIndexAccessor indexAccessor,
+            ISerializerDeserializer[] fieldSerdes, ITupleReference lowKey, ITupleReference highKey,
+            ITupleReference minFilterTuple, ITupleReference maxFilterTuple) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            String lowKeyString = TupleUtils.printTuple(lowKey, fieldSerdes);
+            String highKeyString = TupleUtils.printTuple(highKey, fieldSerdes);
+            LOGGER.info("Range-Search in: [ " + lowKeyString + ", " + highKeyString + "]");
+        }
+        ITreeIndexCursor rangeCursor = (ITreeIndexCursor) indexAccessor.createSearchCursor(false);
+        MultiComparator lowKeySearchCmp = BTreeUtils.getSearchMultiComparator(cmpFactories, lowKey);
+        MultiComparator highKeySearchCmp = BTreeUtils.getSearchMultiComparator(cmpFactories, highKey);
+        RangePredicate rangePred;
+        if (minFilterTuple != null && maxFilterTuple != null) {
+            rangePred = new RangePredicate(lowKey, highKey, true, true, lowKeySearchCmp, highKeySearchCmp,
+                    minFilterTuple, maxFilterTuple);
+        } else {
+            rangePred = new RangePredicate(lowKey, highKey, true, true, lowKeySearchCmp, highKeySearchCmp);
+        }
+        indexAccessor.search(rangeCursor, rangePred);
+        try {
+            while (rangeCursor.hasNext()) {
+                rangeCursor.next();
+                ITupleReference frameTuple = rangeCursor.getTuple();
+                String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(rec);
+                }
+            }
+        } finally {
+            rangeCursor.close();
+        }
+    }
+
+    public static String randomString(int length, Random random) {
+        String s = Long.toHexString(Double.doubleToLongBits(random.nextDouble()));
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < s.length() && i < length; i++) {
+            strBuilder.append(s.charAt(Math.abs(random.nextInt()) % s.length()));
+        }
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexInsertTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexInsertTest.java
new file mode 100644
index 0000000..ce67e5c
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexInsertTest.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+
+/**
+ * Tests the BTree insert operation with strings and integer fields using
+ * various numbers of key and payload fields.
+ * Each tests first fills a BTree with randomly generated tuples. We compare the
+ * following operations against expected results: 1. Point searches for all
+ * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
+ * search for composite keys).
+ */
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexInsertTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public OrderedIndexInsertTest(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.insertStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        orderedIndexTestUtils.checkPointSearches(ctx);
+        orderedIndexTestUtils.checkScan(ctx);
+        orderedIndexTestUtils.checkDiskOrderScan(ctx);
+
+        orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+        if (prefixLowKey != null && prefixHighKey != null) {
+            orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+        }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Insert";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
new file mode 100644
index 0000000..e181710
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
@@ -0,0 +1,132 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.IndexMultiThreadTestDriver;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexMultiThreadTest {
+
+    protected final Logger LOGGER = Logger.getLogger(OrderedIndexMultiThreadTest.class.getName());
+
+    // Machine-specific number of threads to use for testing.
+    protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
+    // Excessive number of threads for testing.
+    protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.BTREE_MULTITHREAD_NUM_OPERATIONS;
+
+    protected ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+
+    protected abstract void setUp() throws HyracksException;
+
+    protected abstract void tearDown() throws HyracksDataException;
+
+    protected abstract IIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException;
+
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
+
+    protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
+
+    protected abstract String getIndexTypeName();
+
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, int numThreads, TestWorkloadConf conf,
+            String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
+        setUp();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            String indexTypeName = getIndexTypeName();
+            LOGGER.info(indexTypeName + " MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
+        }
+
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeys);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[numKeys];
+        for (int i = 0; i < numKeys; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+
+        IIndex index = createIndex(typeTraits, cmpFactories, bloomFilterKeyFields);
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
+
+        // 4 batches per thread.
+        int batchSize = (NUM_OPERATIONS / numThreads) / 4;
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes, conf.ops,
+                conf.opProbs);
+        driver.init();
+        long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        index.validate();
+        driver.deinit();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree MultiThread Test Time: " + times[0] + "ms");
+        }
+
+        tearDown();
+    }
+
+    @Test
+    public void oneIntKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        int numKeys = 1;
+        String dataMsg = "One Int Key And Value";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
+            runTest(fieldSerdes, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
+        }
+    }
+
+    @Test
+    public void oneStringKeyAndValue() throws InterruptedException, TreeIndexException, HyracksException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() };
+        int numKeys = 1;
+        String dataMsg = "One String Key And Value";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, numKeys, REGULAR_NUM_THREADS, conf, dataMsg);
+            runTest(fieldSerdes, numKeys, EXCESSIVE_NUM_THREADS, conf, dataMsg);
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexSortedInsertTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexSortedInsertTest.java
new file mode 100644
index 0000000..3dbc392
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexSortedInsertTest.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+
+/**
+ * Tests the BTree insert operation with sorted stream of strings and integer fields using
+ * various numbers of key and payload fields.
+ * Each tests first fills a BTree with sorted generated tuples. We compare the
+ * following operations against expected results: 1. Point searches for all
+ * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
+ * search for composite keys).
+ */
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexSortedInsertTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public OrderedIndexSortedInsertTest(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.insertSortedIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.insertSortedStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        orderedIndexTestUtils.checkPointSearches(ctx);
+        orderedIndexTestUtils.checkScan(ctx);
+        orderedIndexTestUtils.checkDiskOrderScan(ctx);
+
+        orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+        if (prefixLowKey != null && prefixHighKey != null) {
+            orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+        }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Insert-Sorted";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestContext.java
new file mode 100644
index 0000000..84f2353
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestContext.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Collection;
+import java.util.TreeSet;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IndexTestContext;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexTestContext extends IndexTestContext<CheckTuple> {
+
+    protected final TreeSet<CheckTuple> checkTuples = new TreeSet<CheckTuple>();
+
+    public OrderedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) throws HyracksDataException {
+        super(fieldSerdes, index);
+    }
+
+    public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        if (checkTuples.contains(checkTuple)) {
+            checkTuples.remove(checkTuple);
+        }
+        checkTuples.add(checkTuple);
+    }
+
+    @Override
+    public TreeSet<CheckTuple> getCheckTuples() {
+        return checkTuples;
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestDriver.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestDriver.java
new file mode 100644
index 0000000..b1e8a8c
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestDriver.java
@@ -0,0 +1,183 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexTestDriver {
+    protected final Logger LOGGER = Logger.getLogger(OrderedIndexTestDriver.class.getName());
+
+    protected static final int numTuplesToInsert = AccessMethodTestsConfig.BTREE_NUM_TUPLES_TO_INSERT;
+
+    protected abstract OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception;
+
+    protected abstract Random getRandom();
+
+    protected abstract void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception;
+
+    protected abstract String getTestOpName();
+
+    protected final BTreeLeafFrameType[] leafFrameTypesToTest;
+
+    public OrderedIndexTestDriver(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        this.leafFrameTypesToTest = leafFrameTypesToTest;
+    }
+
+    @Test
+    public void oneIntKeyAndValue() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With One Int Key And Value.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        // Range search in [-1000, 1000]
+        ITupleReference lowKey = TupleUtils.createIntegerTuple(-1000);
+        ITupleReference highKey = TupleUtils.createIntegerTuple(1000);
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 1, leafFrameType, lowKey, highKey, null, null);
+        }
+    }
+
+    @Test
+    public void twoIntKeys() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With Two Int Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Range search in [50 0, 50 500]
+        ITupleReference lowKey = TupleUtils.createIntegerTuple(50, 0);
+        ITupleReference highKey = TupleUtils.createIntegerTuple(50, 500);
+
+        // Prefix range search in [50, 50]
+        ITupleReference prefixLowKey = TupleUtils.createIntegerTuple(50);
+        ITupleReference prefixHighKey = TupleUtils.createIntegerTuple(50);
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 2, leafFrameType, lowKey, highKey, prefixLowKey, prefixHighKey);
+        }
+    }
+
+    @Test
+    public void twoIntKeysAndValues() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With Two Int Keys And Values.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Range search in [50 100, 100 100]
+        ITupleReference lowKey = TupleUtils.createIntegerTuple(-100, -100);
+        ITupleReference highKey = TupleUtils.createIntegerTuple(100, 100);
+
+        // Prefix range search in [50, 50]
+        ITupleReference prefixLowKey = TupleUtils.createIntegerTuple(50);
+        ITupleReference prefixHighKey = TupleUtils.createIntegerTuple(50);
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 2, leafFrameType, lowKey, highKey, prefixLowKey, prefixHighKey);
+        }
+    }
+
+    @Test
+    public void oneStringKeyAndValue() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With One String Key And Value.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Range search in ["cbf", cc7"]
+        ITupleReference lowKey = TupleUtils.createTuple(fieldSerdes, "cbf");
+        ITupleReference highKey = TupleUtils.createTuple(fieldSerdes, "cc7");
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 1, leafFrameType, lowKey, highKey, null, null);
+        }
+    }
+
+    @Test
+    public void twoStringKeys() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With Two String Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Range search in ["cbf", "ddd", cc7", "eee"]
+        ITupleReference lowKey = TupleUtils.createTuple(fieldSerdes, "cbf", "ddd");
+        ITupleReference highKey = TupleUtils.createTuple(fieldSerdes, "cc7", "eee");
+
+        // Prefix range search in ["cbf", cc7"]
+        ITupleReference prefixLowKey = TupleUtils.createTuple(fieldSerdes, "cbf");
+        ITupleReference prefixHighKey = TupleUtils.createTuple(fieldSerdes, "cc7");
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 2, leafFrameType, lowKey, highKey, prefixLowKey, prefixHighKey);
+        }
+    }
+
+    @Test
+    public void twoStringKeysAndValues() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("BTree " + getTestOpName() + " Test With Two String Keys And Values.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+
+        // Range search in ["cbf", "ddd", cc7", "eee"]
+        ITupleReference lowKey = TupleUtils.createTuple(fieldSerdes, "cbf", "ddd");
+        ITupleReference highKey = TupleUtils.createTuple(fieldSerdes, "cc7", "eee");
+
+        // Prefix range search in ["cbf", cc7"]
+        ITupleReference prefixLowKey = TupleUtils.createTuple(fieldSerdes, "cbf");
+        ITupleReference prefixHighKey = TupleUtils.createTuple(fieldSerdes, "cc7");
+
+        for (BTreeLeafFrameType leafFrameType : leafFrameTypesToTest) {
+            runTest(fieldSerdes, 2, leafFrameType, lowKey, highKey, prefixLowKey, prefixHighKey);
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestUtils.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestUtils.java
new file mode 100644
index 0000000..40b9f05
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexTestUtils.java
@@ -0,0 +1,521 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import static org.junit.Assert.fail;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.Random;
+import java.util.SortedSet;
+import java.util.TreeSet;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+@SuppressWarnings("rawtypes")
+public class OrderedIndexTestUtils extends TreeIndexTestUtils {
+    private static final Logger LOGGER = Logger.getLogger(OrderedIndexTestUtils.class.getName());
+
+    private static void compareActualAndExpected(ITupleReference actual, CheckTuple expected,
+            ISerializerDeserializer[] fieldSerdes) throws HyracksDataException {
+        for (int i = 0; i < fieldSerdes.length; i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(actual.getFieldData(i), actual.getFieldStart(i),
+                    actual.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            Object actualObj = fieldSerdes[i].deserialize(dataIn);
+            if (!actualObj.equals(expected.getField(i))) {
+                 fail("Actual and expected fields do not match on field " + i + ".\nExpected: " + expected.getField(i)
+                         + "\nActual  : " + actualObj);
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    // Create a new TreeSet containing the elements satisfying the prefix search.
+    // Implementing prefix search by changing compareTo() in CheckTuple does not
+    // work.
+    public static SortedSet<CheckTuple> getPrefixExpectedSubset(TreeSet<CheckTuple> checkTuples, CheckTuple lowKey,
+            CheckTuple highKey) {
+        lowKey.setIsHighKey(false);
+        highKey.setIsHighKey(true);
+        CheckTuple low = checkTuples.ceiling(lowKey);
+        CheckTuple high = checkTuples.floor(highKey);
+        if (low == null || high == null) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
+        }
+        if (high.compareTo(low) < 0) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
+        }
+        return checkTuples.subSet(low, true, high, true);
+    }
+
+    @SuppressWarnings("unchecked")
+    public void checkRangeSearch(IIndexTestContext ctx, ITupleReference lowKey, ITupleReference highKey,
+            boolean lowKeyInclusive, boolean highKeyInclusive) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing Range Search.");
+        }
+        MultiComparator lowKeyCmp = BTreeUtils.getSearchMultiComparator(ctx.getComparatorFactories(), lowKey);
+        MultiComparator highKeyCmp = BTreeUtils.getSearchMultiComparator(ctx.getComparatorFactories(), highKey);
+        IIndexCursor searchCursor = ctx.getIndexAccessor().createSearchCursor(false);
+        RangePredicate rangePred = new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive, lowKeyCmp,
+                highKeyCmp);
+        ctx.getIndexAccessor().search(searchCursor, rangePred);
+        // Get the subset of elements from the expected set within given key
+        // range.
+        CheckTuple lowKeyCheck = createCheckTupleFromTuple(lowKey, ctx.getFieldSerdes(), lowKeyCmp.getKeyFieldCount());
+        CheckTuple highKeyCheck = createCheckTupleFromTuple(highKey, ctx.getFieldSerdes(),
+                highKeyCmp.getKeyFieldCount());
+        SortedSet<CheckTuple> expectedSubset = null;
+        if (lowKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()
+                || highKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()) {
+            // Searching on a key prefix (low key or high key or both).
+            expectedSubset = getPrefixExpectedSubset((TreeSet<CheckTuple>) ctx.getCheckTuples(), lowKeyCheck,
+                    highKeyCheck);
+        } else {
+            // Searching on all key fields.
+            expectedSubset = ((TreeSet<CheckTuple>) ctx.getCheckTuples()).subSet(lowKeyCheck, lowKeyInclusive,
+                    highKeyCheck, highKeyInclusive);
+        }
+        Iterator<CheckTuple> checkIter = expectedSubset.iterator();
+        int actualCount = 0;
+        try {
+            while (searchCursor.hasNext()) {
+                if (!checkIter.hasNext()) {
+                    fail("Range search returned more answers than expected.\nExpected: " + expectedSubset.size());
+                }
+                searchCursor.next();
+                CheckTuple expectedTuple = checkIter.next();
+                ITupleReference tuple = searchCursor.getTuple();
+                compareActualAndExpected(tuple, expectedTuple, ctx.getFieldSerdes());
+                actualCount++;
+            }
+            if (actualCount < expectedSubset.size()) {
+                fail("Range search returned fewer answers than expected.\nExpected: " + expectedSubset.size()
+                        + "\nActual  : " + actualCount);
+            }
+        } finally {
+            searchCursor.close();
+        }
+    }
+
+    public void checkPointSearches(IIndexTestContext ictx) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing Point Searches On All Expected Keys.");
+        }
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        IIndexCursor searchCursor = ctx.getIndexAccessor().createSearchCursor(false);
+
+        ArrayTupleBuilder lowKeyBuilder = new ArrayTupleBuilder(ctx.getKeyFieldCount());
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        ArrayTupleBuilder highKeyBuilder = new ArrayTupleBuilder(ctx.getKeyFieldCount());
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        RangePredicate rangePred = new RangePredicate(lowKey, highKey, true, true, null, null);
+
+        // Iterate through expected tuples, and perform a point search in the
+        // BTree to verify the tuple can be reached.
+        for (CheckTuple checkTuple : ctx.getCheckTuples()) {
+            createTupleFromCheckTuple(checkTuple, lowKeyBuilder, lowKey, ctx.getFieldSerdes());
+            createTupleFromCheckTuple(checkTuple, highKeyBuilder, highKey, ctx.getFieldSerdes());
+            MultiComparator lowKeyCmp = BTreeUtils.getSearchMultiComparator(ctx.getComparatorFactories(), lowKey);
+            MultiComparator highKeyCmp = BTreeUtils.getSearchMultiComparator(ctx.getComparatorFactories(), highKey);
+
+            rangePred.setLowKey(lowKey, true);
+            rangePred.setHighKey(highKey, true);
+            rangePred.setLowKeyComparator(lowKeyCmp);
+            rangePred.setHighKeyComparator(highKeyCmp);
+
+            ctx.getIndexAccessor().search(searchCursor, rangePred);
+
+            try {
+                // We expect exactly one answer.
+                if (searchCursor.hasNext()) {
+                    searchCursor.next();
+                    ITupleReference tuple = searchCursor.getTuple();
+                    compareActualAndExpected(tuple, checkTuple, ctx.getFieldSerdes());
+                }
+                if (searchCursor.hasNext()) {
+                    fail("Point search returned more than one answer.");
+                }
+            } finally {
+                searchCursor.close();
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void insertSortedIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        int[] fieldValues = new int[ctx.getFieldCount()];
+        int maxValue = (int) Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        Collection<CheckTuple> tmpCheckTuples = createCheckTuplesCollection();
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setIntKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setIntPayloadFields(fieldValues, numKeyFields, fieldCount);
+
+            // Set expected values. (We also use these as the pre-sorted stream
+            // for ordered indexes bulk loading).
+            ctx.insertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), tmpCheckTuples);
+        }
+        insertCheckTuples(ctx, tmpCheckTuples);
+
+        // Add tmpCheckTuples to ctx check tuples for comparing searches.
+        for (CheckTuple checkTuple : tmpCheckTuples) {
+            ctx.insertCheckTuple(checkTuple, ctx.getCheckTuples());
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void insertSortedStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        String[] fieldValues = new String[fieldCount];
+        TreeSet<CheckTuple> tmpCheckTuples = new TreeSet<CheckTuple>();
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            for (int j = 0; j < numKeyFields; j++) {
+                int length = (Math.abs(rnd.nextInt()) % 10) + 1;
+                fieldValues[j] = getRandomString(length, rnd);
+            }
+            // Set values.
+            for (int j = numKeyFields; j < fieldCount; j++) {
+                fieldValues[j] = getRandomString(5, rnd);
+            }
+            // Set expected values. We also use these as the pre-sorted stream
+            // for bulk loading.
+            ctx.insertCheckTuple(createStringCheckTuple(fieldValues, ctx.getKeyFieldCount()), tmpCheckTuples);
+        }
+        insertCheckTuples(ctx, tmpCheckTuples);
+
+        // Add tmpCheckTuples to ctx check tuples for comparing searches.
+        for (CheckTuple checkTuple : tmpCheckTuples) {
+            ctx.insertCheckTuple(checkTuple, ctx.getCheckTuples());
+        }
+    }
+
+    public static void insertCheckTuples(IIndexTestContext ctx, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException, IndexException {
+        int fieldCount = ctx.getFieldCount();
+        int numTuples = checkTuples.size();
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        int c = 1;
+        for (CheckTuple checkTuple : checkTuples) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (c % (numTuples / 10) == 0) {
+                    LOGGER.info("Inserting Tuple " + c + "/" + numTuples);
+                }
+            }
+            createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, ctx.getFieldSerdes());
+            ctx.getIndexAccessor().insert(tuple);
+            c++;
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void insertStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        String[] fieldValues = new String[fieldCount];
+        for (int i = 0; i < numTuples; i++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            // Set keys.
+            for (int j = 0; j < numKeyFields; j++) {
+                int length = (Math.abs(rnd.nextInt()) % 10) + 1;
+                fieldValues[j] = getRandomString(length, rnd);
+            }
+            // Set values.
+            for (int j = numKeyFields; j < fieldCount; j++) {
+                fieldValues[j] = getRandomString(5, rnd);
+            }
+            TupleUtils.createTuple(ctx.getTupleBuilder(), ctx.getTuple(), ctx.getFieldSerdes(), (Object[]) fieldValues);
+            try {
+                ctx.getIndexAccessor().insert(ctx.getTuple());
+                // Set expected values. Do this only after insertion succeeds
+                // because we ignore duplicate keys.
+                ctx.insertCheckTuple(createStringCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+            } catch (TreeIndexDuplicateKeyException e) {
+                // Ignore duplicate key insertions.
+            }
+        }
+    }
+
+    public void upsertStringTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        String[] fieldValues = new String[fieldCount];
+        for (int i = 0; i < numTuples; i++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            // Set keys.
+            for (int j = 0; j < numKeyFields; j++) {
+                int length = (Math.abs(rnd.nextInt()) % 10) + 1;
+                fieldValues[j] = getRandomString(length, rnd);
+            }
+            // Set values.
+            for (int j = numKeyFields; j < fieldCount; j++) {
+                fieldValues[j] = getRandomString(5, rnd);
+            }
+            TupleUtils.createTuple(ctx.getTupleBuilder(), ctx.getTuple(), ctx.getFieldSerdes(), (Object[]) fieldValues);
+            ctx.getIndexAccessor().upsert(ctx.getTuple());
+            ctx.upsertCheckTuple(createStringCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void bulkLoadStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        String[] fieldValues = new String[fieldCount];
+        TreeSet<CheckTuple> tmpCheckTuples = new TreeSet<CheckTuple>();
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            for (int j = 0; j < numKeyFields; j++) {
+                int length = (Math.abs(rnd.nextInt()) % 10) + 1;
+                fieldValues[j] = getRandomString(length, rnd);
+            }
+            // Set values.
+            for (int j = numKeyFields; j < fieldCount; j++) {
+                fieldValues[j] = getRandomString(5, rnd);
+            }
+            // Set expected values. We also use these as the pre-sorted stream
+            // for bulk loading.
+            ctx.insertCheckTuple(createStringCheckTuple(fieldValues, ctx.getKeyFieldCount()), tmpCheckTuples);
+        }
+        bulkLoadCheckTuples(ctx, tmpCheckTuples);
+
+        // Add tmpCheckTuples to ctx check tuples for comparing searches.
+        for (CheckTuple checkTuple : tmpCheckTuples) {
+            ctx.insertCheckTuple(checkTuple, ctx.getCheckTuples());
+        }
+    }
+
+    public void upsertIntTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        int[] fieldValues = new int[ctx.getFieldCount()];
+        // Scale range of values according to number of keys.
+        // For example, for 2 keys we want the square root of numTuples, for 3
+        // keys the cube root of numTuples, etc.
+        int maxValue = (int) Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setIntKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setIntPayloadFields(fieldValues, numKeyFields, fieldCount);
+            TupleUtils.createIntegerTuple(ctx.getTupleBuilder(), ctx.getTuple(), fieldValues);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            ctx.getIndexAccessor().upsert(ctx.getTuple());
+            ctx.upsertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void updateTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        int fieldCount = ctx.getFieldCount();
+        int keyFieldCount = ctx.getKeyFieldCount();
+        // This is a noop because we can only update non-key fields.
+        if (fieldCount == keyFieldCount) {
+            return;
+        }
+        ArrayTupleBuilder updateTupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference updateTuple = new ArrayTupleReference();
+        int numCheckTuples = ctx.getCheckTuples().size();
+        // Copy CheckTuple references into array, so we can randomly pick from
+        // there.
+        CheckTuple[] checkTuples = new CheckTuple[numCheckTuples];
+        int idx = 0;
+        for (CheckTuple checkTuple : ctx.getCheckTuples()) {
+            checkTuples[idx++] = checkTuple;
+        }
+        for (int i = 0; i < numTuples && numCheckTuples > 0; i++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Updating Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            int checkTupleIdx = Math.abs(rnd.nextInt() % numCheckTuples);
+            CheckTuple checkTuple = checkTuples[checkTupleIdx];
+            // Update check tuple's non-key fields.
+            for (int j = keyFieldCount; j < fieldCount; j++) {
+                Comparable newValue = getRandomUpdateValue(ctx.getFieldSerdes()[j], rnd);
+                checkTuple.setField(j, newValue);
+            }
+
+            createTupleFromCheckTuple(checkTuple, updateTupleBuilder, updateTuple, ctx.getFieldSerdes());
+            ctx.getIndexAccessor().update(updateTuple);
+
+            // Swap with last "valid" CheckTuple.
+            CheckTuple tmp = checkTuples[numCheckTuples - 1];
+            checkTuples[numCheckTuples - 1] = checkTuple;
+            checkTuples[checkTupleIdx] = tmp;
+            numCheckTuples--;
+        }
+    }
+
+    public CheckTuple createStringCheckTuple(String[] fieldValues, int numKeyFields) {
+        CheckTuple<String> checkTuple = new CheckTuple<String>(fieldValues.length, numKeyFields);
+        for (String s : fieldValues) {
+            checkTuple.appendField((String) s);
+        }
+        return checkTuple;
+    }
+
+    private static Comparable getRandomUpdateValue(ISerializerDeserializer serde, Random rnd) {
+        if (serde instanceof IntegerSerializerDeserializer) {
+            return Integer.valueOf(rnd.nextInt());
+        } else if (serde instanceof UTF8StringSerializerDeserializer) {
+            return getRandomString(10, rnd);
+        }
+        return null;
+    }
+
+    public static String getRandomString(int length, Random rnd) {
+        String s = Long.toHexString(Double.doubleToLongBits(rnd.nextDouble()));
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < s.length() && i < length; i++) {
+            strBuilder.append(s.charAt(Math.abs(rnd.nextInt()) % s.length()));
+        }
+        return strBuilder.toString();
+    }
+
+    @Override
+    protected CheckTuple createCheckTuple(int numFields, int numKeyFields) {
+        return new CheckTuple(numFields, numKeyFields);
+    }
+
+    @Override
+    protected ISearchPredicate createNullSearchPredicate() {
+        return new RangePredicate(null, null, true, true, null, null);
+    }
+
+    @Override
+    public void checkExpectedResults(ITreeIndexCursor cursor, Collection checkTuples,
+            ISerializerDeserializer[] fieldSerdes, int keyFieldCount, Iterator<CheckTuple> checkIter) throws Exception {
+        int actualCount = 0;
+        try {
+            while (cursor.hasNext()) {
+                if (!checkIter.hasNext()) {
+                    fail("Ordered scan returned more answers than expected.\nExpected: " + checkTuples.size());
+                }
+                cursor.next();
+                CheckTuple expectedTuple = checkIter.next();
+                ITupleReference tuple = cursor.getTuple();
+                compareActualAndExpected(tuple, expectedTuple, fieldSerdes);
+                actualCount++;
+            }
+            if (actualCount < checkTuples.size()) {
+                fail("Ordered scan returned fewer answers than expected.\nExpected: " + checkTuples.size()
+                        + "\nActual  : " + actualCount);
+            }
+        } finally {
+            cursor.close();
+        }
+
+    }
+
+    @Override
+    protected CheckTuple createIntCheckTuple(int[] fieldValues, int numKeyFields) {
+        CheckTuple<Integer> checkTuple = new CheckTuple<Integer>(fieldValues.length, numKeyFields);
+        for (int v : fieldValues) {
+            checkTuple.appendField(v);
+        }
+        return checkTuple;
+    }
+
+    @Override
+    protected void setIntKeyFields(int[] fieldValues, int numKeyFields, int maxValue, Random rnd) {
+        for (int j = 0; j < numKeyFields; j++) {
+            fieldValues[j] = rnd.nextInt() % maxValue;
+        }
+    }
+
+    @Override
+    protected void setIntPayloadFields(int[] fieldValues, int numKeyFields, int numFields) {
+        for (int j = numKeyFields; j < numFields; j++) {
+            fieldValues[j] = j;
+        }
+    }
+
+    @Override
+    protected Collection createCheckTuplesCollection() {
+        return new TreeSet<CheckTuple>();
+    }
+
+    @Override
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
+        return new ArrayTupleBuilder(ctx.getKeyFieldCount());
+    }
+
+    @Override
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
+            throws HyracksDataException {
+        @SuppressWarnings("unchecked")
+        TreeSet<CheckTuple> checkTuples = (TreeSet<CheckTuple>) ctx.getCheckTuples();
+        CheckTuple matchingCheckTuple = checkTuples.floor(checkTuple);
+        if (matchingCheckTuple == null) {
+            return false;
+        }
+        compareActualAndExpected(tuple, matchingCheckTuple, ctx.getFieldSerdes());
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpdateTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpdateTest.java
new file mode 100644
index 0000000..eb1a81e
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpdateTest.java
@@ -0,0 +1,80 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexUpdateTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public OrderedIndexUpdateTest(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    private static final int numUpdateRounds = AccessMethodTestsConfig.BTREE_NUM_UPDATE_ROUNDS;
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        // This is a noop because we can only update non-key fields.
+        if (fieldSerdes.length == numKeys) {
+            return;
+        }
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.insertStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+        int numTuplesPerDeleteRound = (int) Math.ceil((float) ctx.getCheckTuples().size() / (float) numUpdateRounds);
+        for (int j = 0; j < numUpdateRounds; j++) {
+            orderedIndexTestUtils.updateTuples(ctx, numTuplesPerDeleteRound, getRandom());
+            orderedIndexTestUtils.checkPointSearches(ctx);
+            orderedIndexTestUtils.checkScan(ctx);
+            orderedIndexTestUtils.checkDiskOrderScan(ctx);
+            orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+            if (prefixLowKey != null && prefixHighKey != null) {
+                orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+            }
+        }
+
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Update";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpsertTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpsertTest.java
new file mode 100644
index 0000000..0b72ec3
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/btree/OrderedIndexUpsertTest.java
@@ -0,0 +1,78 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+
+/**
+ * Tests the BTree insert operation with strings and integer fields using
+ * various numbers of key and payload fields.
+ * Each tests first fills a BTree with randomly generated tuples. We compare the
+ * following operations against expected results: 1. Point searches for all
+ * tuples. 2. Ordered scan. 3. Disk-order scan. 4. Range search (and prefix
+ * search for composite keys).
+ */
+@SuppressWarnings("rawtypes")
+public abstract class OrderedIndexUpsertTest extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public OrderedIndexUpsertTest(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.upsertIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.upsertStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        orderedIndexTestUtils.checkPointSearches(ctx);
+        orderedIndexTestUtils.checkScan(ctx);
+        orderedIndexTestUtils.checkDiskOrderScan(ctx);
+
+        orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+        if (prefixLowKey != null && prefixHighKey != null) {
+            orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+        }
+        ctx.getIndex().validate();
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Insert";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexLifecycleTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexLifecycleTest.java
new file mode 100644
index 0000000..7cc7f44
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexLifecycleTest.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common;
+
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+
+public abstract class AbstractIndexLifecycleTest {
+
+    protected IIndex index;
+
+    protected abstract boolean persistentStateExists() throws Exception;
+
+    protected abstract boolean isEmptyIndex() throws Exception;
+
+    protected abstract void performInsertions() throws Exception;
+
+    protected abstract void checkInsertions() throws Exception;
+
+    protected abstract void clearCheckableInsertions() throws Exception;
+
+    @Before
+    public abstract void setup() throws Exception;
+
+    @After
+    public abstract void tearDown() throws Exception;
+
+    @Test
+    public void validSequenceTest() throws Exception {
+        // Double create is valid
+        index.create();
+        Assert.assertTrue(persistentStateExists());
+        index.create();
+        Assert.assertTrue(persistentStateExists());
+
+        // Double open is valid
+        index.activate();
+        Assert.assertTrue(isEmptyIndex());
+
+        // Insert some stuff
+        performInsertions();
+        checkInsertions();
+
+        // Check that the inserted stuff isn't there
+        clearCheckableInsertions();
+        index.clear();
+        Assert.assertTrue(isEmptyIndex());
+
+        // Insert more stuff
+        performInsertions();
+
+        // Double close is valid
+        index.deactivate();
+
+        // Check that the inserted stuff is still there
+        index.activate();
+        checkInsertions();
+        index.deactivate();
+
+        // Double destroy is valid
+        index.destroy();
+        Assert.assertFalse(persistentStateExists());
+        index.destroy();
+        Assert.assertFalse(persistentStateExists());
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest1() throws Exception {
+        index.create();
+        index.activate();
+        index.create();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest2() throws Exception {
+        index.create();
+        index.activate();
+        index.destroy();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest3() throws Exception {
+        index.create();
+        index.clear();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest4() throws Exception {
+        index.clear();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest5() throws Exception {
+        index.create();
+        index.activate();
+        index.activate();
+    }
+
+    @Test(expected = HyracksDataException.class)
+    public void invalidSequenceTest6() throws Exception {
+        index.create();
+        index.activate();
+        index.deactivate();
+        index.deactivate();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexTestWorker.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexTestWorker.java
new file mode 100644
index 0000000..c1538f2
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/AbstractIndexTestWorker.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+
+public abstract class AbstractIndexTestWorker extends Thread implements ITreeIndexTestWorker {
+    private final Random rnd;
+    private final DataGenThread dataGen;
+    private final TestOperationSelector opSelector;
+    private final int numBatches;
+
+    protected final IIndexAccessor indexAccessor;
+
+    public AbstractIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches)
+            throws HyracksDataException {
+        this.dataGen = dataGen;
+        this.opSelector = opSelector;
+        this.numBatches = numBatches;
+        this.rnd = new Random();
+        this.indexAccessor = index.createAccessor(TestOperationCallback.INSTANCE, TestOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void run() {
+        try {
+            for (int i = 0; i < numBatches; i++) {
+                TupleBatch batch = dataGen.getBatch();
+                for (int j = 0; j < batch.size(); j++) {
+                    TestOperation op = opSelector.getOp(rnd.nextInt());
+                    ITupleReference tuple = batch.get(j);
+                    performOp(tuple, op);
+                }
+                dataGen.releaseBatch(batch);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    protected void consumeCursorTuples(IIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/CheckTuple.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/CheckTuple.java
new file mode 100644
index 0000000..ffdae7d
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/CheckTuple.java
@@ -0,0 +1,110 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+@SuppressWarnings({"rawtypes", "unchecked"})
+public class CheckTuple<T extends Comparable<T>> implements Comparable<T> {
+    protected final int numKeys;
+    protected final Comparable[] fields;
+    protected int pos;
+    protected boolean isHighKey;
+
+    public CheckTuple(int numFields, int numKeys) {
+        this.numKeys = numKeys;
+        this.fields = new Comparable[numFields];
+        pos = 0;
+        isHighKey = false;
+    }
+
+    public void appendField(T e) {
+        fields[pos++] = e;
+    }
+
+	@Override
+	public int compareTo(T o) {
+		CheckTuple<T> other = (CheckTuple<T>) o;
+		int cmpFieldCount = Math.min(other.getNumKeys(), numKeys);
+		for (int i = 0; i < cmpFieldCount; i++) {
+			int cmp = fields[i].compareTo(other.getField(i));
+			if (cmp != 0) {
+				return cmp;
+			}
+		}
+		if (other.getNumKeys() == numKeys) {
+		    return 0;
+		}
+		if (other.getNumKeys() < numKeys) {
+		    return (other.isHighKey) ? -1 : 1;
+		}
+		if (other.getNumKeys() > numKeys) {
+            return (isHighKey) ? 1 : -1;
+        }
+		return 0;
+	}
+
+	@Override
+	public boolean equals(Object o) {
+		if (!(o instanceof Comparable<?>)) {
+			return false;
+		}
+		return compareTo((T) o) == 0;
+	}
+
+	@Override
+	public int hashCode() {
+		int hash = 0;
+		for (int i = 0; i < numKeys; i++) {
+			hash = 37 * hash + fields[i].hashCode();
+		}
+		return hash;
+	}
+
+	public void setIsHighKey(boolean isHighKey) {
+	    this.isHighKey = isHighKey;
+	}
+
+	public T getField(int idx) {
+		return (T) fields[idx];
+	}
+
+    public void setField(int idx, T e) {
+        fields[idx] = e;
+    }
+
+    public int size() {
+        return fields.length;
+    }
+
+    public int getNumKeys() {
+        return numKeys;
+    }
+
+    @Override
+    public String toString() {
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < fields.length; i++) {
+            strBuilder.append(fields[i].toString());
+            if (i != fields.length-1) {
+                strBuilder.append(" ");
+            }
+        }
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestContext.java
new file mode 100644
index 0000000..e1352b5
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestContext.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+
+@SuppressWarnings("rawtypes")
+public interface IIndexTestContext<T extends CheckTuple> {
+    public int getFieldCount();
+
+    public int getKeyFieldCount();
+
+    public ISerializerDeserializer[] getFieldSerdes();
+
+    public IBinaryComparatorFactory[] getComparatorFactories();
+
+    public IIndexAccessor getIndexAccessor();
+
+    public IIndex getIndex();
+
+    public ArrayTupleReference getTuple();
+
+    public ArrayTupleBuilder getTupleBuilder();
+
+    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples);
+
+    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples);
+
+    public Collection<T> getCheckTuples();
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestWorkerFactory.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestWorkerFactory.java
new file mode 100644
index 0000000..4c6ecee
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IIndexTestWorkerFactory.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public interface IIndexTestWorkerFactory {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException;
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestContext.java
new file mode 100644
index 0000000..48f7419
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestContext.java
@@ -0,0 +1,55 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+
+@SuppressWarnings("rawtypes")
+public interface ITreeIndexTestContext<T extends CheckTuple> {
+    public int getFieldCount();
+
+    public int getKeyFieldCount();
+
+    public ISerializerDeserializer[] getFieldSerdes();
+
+    public IBinaryComparatorFactory[] getComparatorFactories();
+
+    public IIndexAccessor getIndexAccessor();
+
+    public ITreeIndex getIndex();
+
+    public ArrayTupleReference getTuple();
+
+    public ArrayTupleBuilder getTupleBuilder();
+
+    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples);
+
+    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples);
+
+    public Collection<T> getCheckTuples();
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestWorker.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestWorker.java
new file mode 100644
index 0000000..144e9ea
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/ITreeIndexTestWorker.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+
+public interface ITreeIndexTestWorker {
+    void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException;
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexMultiThreadTestDriver.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
new file mode 100644
index 0000000..314cae9
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+@SuppressWarnings("rawtypes")
+public class IndexMultiThreadTestDriver {
+    protected static final int RANDOM_SEED = 50;
+    // Means no additional payload. Only the specified fields.
+    protected static final int PAYLOAD_SIZE = 0;
+    protected final TestOperationSelector opSelector;
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IIndex index;
+    protected final IIndexTestWorkerFactory workerFactory;
+
+    public IndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, TestOperation[] ops, double[] opProbs) {
+        this.index = index;
+        this.workerFactory = workerFactory;
+        this.fieldSerdes = fieldSerdes;
+        this.opSelector = new TestOperationSelector(ops, opProbs);
+    }
+
+    public void init() throws HyracksDataException {
+        index.create();
+        index.activate();
+    }
+
+    public long[] run(int numThreads, int numRepeats, int numOps, int batchSize) throws InterruptedException,
+            TreeIndexException, HyracksDataException {
+    	int numBatches = (batchSize < 1 ? numOps : numOps / batchSize);
+    	if (numBatches < numThreads) {
+    		numThreads = numBatches;
+    	}
+    	int threadNumBatches = numBatches / numThreads;
+        long[] times = new long[numRepeats];
+        for (int i = 0; i < numRepeats; i++) {
+            DataGenThread dataGen = createDatagenThread(numThreads, numBatches, batchSize);
+            dataGen.start();
+            // Wait until the tupleBatchQueue is filled to capacity.
+            while (dataGen.tupleBatchQueue.remainingCapacity() != 0 && dataGen.tupleBatchQueue.size() != numBatches) {
+                Thread.sleep(10);
+            }
+
+            // Start worker threads.
+            AbstractIndexTestWorker[] workers = new AbstractIndexTestWorker[numThreads];
+            long start = System.currentTimeMillis();
+            for (int j = 0; j < numThreads; j++) {
+                workers[j] = workerFactory.create(dataGen, opSelector, index, threadNumBatches);
+                workers[j].start();
+            }
+            // Join worker threads.
+            for (int j = 0; j < numThreads; j++) {
+                workers[j].join();
+            }
+            long end = System.currentTimeMillis();
+            times[i] = end - start;
+        }
+        return times;
+    }
+
+    public void deinit() throws HyracksDataException {
+        index.deactivate();
+        index.destroy();
+    }
+
+    // To allow subclasses to override the data gen params.
+    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
+        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, PAYLOAD_SIZE, RANDOM_SEED,
+                2 * numThreads, false);
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexTestContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexTestContext.java
new file mode 100644
index 0000000..8761fe3
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/IndexTestContext.java
@@ -0,0 +1,86 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+
+@SuppressWarnings("rawtypes")
+public abstract class IndexTestContext<T extends CheckTuple> implements IIndexTestContext<T> {
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IIndex index;
+    protected final ArrayTupleBuilder tupleBuilder;
+    protected final ArrayTupleReference tuple = new ArrayTupleReference();
+    protected final IIndexAccessor indexAccessor;
+
+    public IndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) throws HyracksDataException {
+        this.fieldSerdes = fieldSerdes;
+        this.index = index;
+        this.indexAccessor = (IIndexAccessor) index.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        this.tupleBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldSerdes.length;
+    }
+
+    @Override
+    public IIndexAccessor getIndexAccessor() {
+        return indexAccessor;
+    }
+
+    @Override
+    public ArrayTupleReference getTuple() {
+        return tuple;
+    }
+
+    @Override
+    public ArrayTupleBuilder getTupleBuilder() {
+        return tupleBuilder;
+    }
+
+    @Override
+    public ISerializerDeserializer[] getFieldSerdes() {
+        return fieldSerdes;
+    }
+
+    @Override
+    public IIndex getIndex() {
+        return index;
+    }
+
+    @Override
+    public void insertCheckTuple(T checkTuple, Collection<T> checkTuples) {
+        checkTuples.add(checkTuple);
+    }
+
+    @Override
+    public void deleteCheckTuple(T checkTuple, Collection<T> checkTuples) {
+        checkTuples.remove(checkTuple);
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationCallback.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationCallback.java
new file mode 100644
index 0000000..15d8a60
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationCallback.java
@@ -0,0 +1,74 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.common;
+
+import java.util.Random;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.api.IModificationOperationCallback;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+
+public enum TestOperationCallback implements ISearchOperationCallback,IModificationOperationCallback {
+    INSTANCE;
+
+    private static final int RANDOM_SEED = 50;
+    private final Random random = new Random();
+
+    private TestOperationCallback() {
+        random.setSeed(RANDOM_SEED);
+    }
+
+    @Override
+    public boolean proceed(ITupleReference tuple) {
+        // Always fail
+        return false;
+    }
+
+    @Override
+    public void reconcile(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void before(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void found(ITupleReference before, ITupleReference after) {
+        // Do nothing.
+    }
+
+    @Override
+    public void cancel(ITupleReference tuple) {
+        // Do nothing.
+    }
+
+    @Override
+    public void complete(ITupleReference tuple) throws HyracksDataException {
+        // Do nothing.
+    }
+
+    @Override
+    public void setOp(Operation op) throws HyracksDataException {
+        // Do nothing.
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationSelector.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationSelector.java
new file mode 100644
index 0000000..f804f89
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestOperationSelector.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+
+
+public class TestOperationSelector {
+
+    public static enum TestOperation {
+        INSERT,
+        DELETE,
+        UPDATE,
+        UPSERT,
+        POINT_SEARCH,
+        RANGE_SEARCH,
+        SCAN,
+        DISKORDER_SCAN,
+        MERGE
+    }
+
+    private final TestOperation[] ops;
+    private final int[] cumulIntRanges;
+
+    public TestOperationSelector(TestOperation[] ops, double[] opProbs) {
+        sanityCheck(ops, opProbs);
+        this.ops = ops;
+        this.cumulIntRanges = ProbabilityHelper.getCumulIntRanges(opProbs);
+    }
+
+    private void sanityCheck(TestOperation[] ops, double[] opProbs) {
+        if (ops.length == 0) {
+            throw new RuntimeException("Empty op array.");
+        }
+        if (opProbs.length == 0) {
+            throw new RuntimeException("Empty op probabilities.");
+        }
+        if (ops.length != opProbs.length) {
+            throw new RuntimeException("Ops and op probabilities have unequal length.");
+        }
+        float sum = 0.0f;
+        for (int i = 0; i < opProbs.length; i++) {
+            sum += opProbs[i];
+        }
+        if (sum != 1.0f) {
+            throw new RuntimeException("Op probabilities don't add up to 1.");
+        }
+    }
+
+    public TestOperation getOp(int randomInt) {
+        int ix = ProbabilityHelper.choose(cumulIntRanges, randomInt);
+        return ops[ix];
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestWorkloadConf.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestWorkloadConf.java
new file mode 100644
index 0000000..84c4ec4
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TestWorkloadConf.java
@@ -0,0 +1,42 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+
+public class TestWorkloadConf {
+    public final TestOperation[] ops;
+    public final double[] opProbs;
+
+    public TestWorkloadConf(TestOperation[] ops, double[] opProbs) {
+        this.ops = ops;
+        this.opProbs = opProbs;
+    }
+
+    public String toString() {
+        StringBuilder strBuilder = new StringBuilder();
+        for (TestOperation op : ops) {
+            strBuilder.append(op.toString());
+            strBuilder.append(',');
+        }
+        strBuilder.deleteCharAt(strBuilder.length() - 1);
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TreeIndexTestUtils.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TreeIndexTestUtils.java
new file mode 100644
index 0000000..464291a
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/common/TreeIndexTestUtils.java
@@ -0,0 +1,307 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.common;
+
+import static org.junit.Assert.fail;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+@SuppressWarnings("rawtypes")
+public abstract class TreeIndexTestUtils {
+    private static final Logger LOGGER = Logger.getLogger(TreeIndexTestUtils.class.getName());
+
+    protected abstract CheckTuple createCheckTuple(int numFields, int numKeyFields);
+
+    protected abstract ISearchPredicate createNullSearchPredicate();
+
+    public abstract void checkExpectedResults(ITreeIndexCursor cursor, Collection checkTuples,
+            ISerializerDeserializer[] fieldSerdes, int keyFieldCount, Iterator<CheckTuple> checkIter) throws Exception;
+
+    protected abstract CheckTuple createIntCheckTuple(int[] fieldValues, int numKeyFields);
+
+    protected abstract void setIntKeyFields(int[] fieldValues, int numKeyFields, int maxValue, Random rnd);
+
+    protected abstract void setIntPayloadFields(int[] fieldValues, int numKeyFields, int numFields);
+
+    protected abstract Collection createCheckTuplesCollection();
+
+    protected abstract ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx);
+
+    // See if tuple with corresponding checkTuple exists in ctx.checkTuples.
+    protected abstract boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple,
+            IIndexTestContext ctx) throws HyracksDataException;
+
+    @SuppressWarnings("unchecked")
+    public static void createTupleFromCheckTuple(CheckTuple checkTuple, ArrayTupleBuilder tupleBuilder,
+            ArrayTupleReference tuple, ISerializerDeserializer[] fieldSerdes) throws HyracksDataException {
+        int fieldCount = tupleBuilder.getFieldEndOffsets().length;
+        DataOutput dos = tupleBuilder.getDataOutput();
+        tupleBuilder.reset();
+        for (int i = 0; i < fieldCount; i++) {
+            fieldSerdes[i].serialize(checkTuple.getField(i), dos);
+            tupleBuilder.addFieldEndOffset();
+        }
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    @SuppressWarnings("unchecked")
+    public CheckTuple createCheckTupleFromTuple(ITupleReference tuple, ISerializerDeserializer[] fieldSerdes,
+            int numKeys) throws HyracksDataException {
+        CheckTuple checkTuple = createCheckTuple(fieldSerdes.length, numKeys);
+        int fieldCount = Math.min(fieldSerdes.length, tuple.getFieldCount());
+        for (int i = 0; i < fieldCount; i++) {
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput dataIn = new DataInputStream(inStream);
+            Comparable fieldObj = (Comparable) fieldSerdes[i].deserialize(dataIn);
+            checkTuple.appendField(fieldObj);
+        }
+        return checkTuple;
+    }
+
+    @SuppressWarnings("unchecked")
+    public void checkScan(IIndexTestContext ctx) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing Scan.");
+        }
+        ITreeIndexCursor scanCursor = (ITreeIndexCursor) ctx.getIndexAccessor().createSearchCursor(false);
+        ISearchPredicate nullPred = createNullSearchPredicate();
+        ctx.getIndexAccessor().search(scanCursor, nullPred);
+        Iterator<CheckTuple> checkIter = ctx.getCheckTuples().iterator();
+        checkExpectedResults(scanCursor, ctx.getCheckTuples(), ctx.getFieldSerdes(), ctx.getKeyFieldCount(), checkIter);
+    }
+
+    public void checkDiskOrderScan(IIndexTestContext ctx) throws Exception {
+        try {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Testing Disk-Order Scan.");
+            }
+            ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) ctx.getIndexAccessor();
+            ITreeIndexCursor diskOrderCursor = treeIndexAccessor.createDiskOrderScanCursor();
+            treeIndexAccessor.diskOrderScan(diskOrderCursor);
+            int actualCount = 0;
+            try {
+                while (diskOrderCursor.hasNext()) {
+                    diskOrderCursor.next();
+                    ITupleReference tuple = diskOrderCursor.getTuple();
+                    CheckTuple checkTuple = createCheckTupleFromTuple(tuple, ctx.getFieldSerdes(),
+                            ctx.getKeyFieldCount());
+                    if (!checkDiskOrderScanResult(tuple, checkTuple, ctx)) {
+                        fail("Disk-order scan returned unexpected answer: " + checkTuple.toString());
+                    }
+                    actualCount++;
+                }
+                if (actualCount < ctx.getCheckTuples().size()) {
+                    fail("Disk-order scan returned fewer answers than expected.\nExpected: "
+                            + ctx.getCheckTuples().size() + "\nActual  : " + actualCount);
+                }
+                if (actualCount > ctx.getCheckTuples().size()) {
+                    fail("Disk-order scan returned more answers than expected.\nExpected: "
+                            + ctx.getCheckTuples().size() + "\nActual  : " + actualCount);
+                }
+            } finally {
+                try {
+                    diskOrderCursor.close();
+                }
+                catch(Exception ex){
+                    LOGGER.log(Level.WARNING,"Error during scan cursor close",ex);
+                }
+            }
+        } catch (UnsupportedOperationException e) {
+            // Ignore exception because some indexes, e.g. the LSMTrees, don't
+            // support disk-order scan.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        } catch (ClassCastException e) {
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMBTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void insertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        int[] fieldValues = new int[ctx.getFieldCount()];
+        // Scale range of values according to number of keys.
+        // For example, for 2 keys we want the square root of numTuples, for 3
+        // keys the cube root of numTuples, etc.
+        int maxValue = (int) Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setIntKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setIntPayloadFields(fieldValues, numKeyFields, fieldCount);
+            TupleUtils.createIntegerTuple(ctx.getTupleBuilder(), ctx.getTuple(), fieldValues);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            try {
+                ctx.getIndexAccessor().insert(ctx.getTuple());
+                ctx.insertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+            } catch (TreeIndexException e) {
+                // We set expected values only after insertion succeeds because
+                // we ignore duplicate keys.
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void upsertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        int[] fieldValues = new int[ctx.getFieldCount()];
+        // Scale range of values according to number of keys.
+        // For example, for 2 keys we want the square root of numTuples, for 3
+        // keys the cube root of numTuples, etc.
+        int maxValue = (int) Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setIntKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setIntPayloadFields(fieldValues, numKeyFields, fieldCount);
+            TupleUtils.createIntegerTuple(ctx.getTupleBuilder(), ctx.getTuple(), fieldValues);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            try {
+                ctx.getIndexAccessor().upsert(ctx.getTuple());
+                ctx.insertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+            } catch (TreeIndexException e) {
+                // We set expected values only after insertion succeeds because
+                // we ignore duplicate keys.
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    public void bulkLoadIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        int[] fieldValues = new int[ctx.getFieldCount()];
+        int maxValue = (int) Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        Collection<CheckTuple> tmpCheckTuples = createCheckTuplesCollection();
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setIntKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setIntPayloadFields(fieldValues, numKeyFields, fieldCount);
+
+            // Set expected values. (We also use these as the pre-sorted stream
+            // for ordered indexes bulk loading).
+            ctx.insertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), tmpCheckTuples);
+        }
+        bulkLoadCheckTuples(ctx, tmpCheckTuples);
+
+        // Add tmpCheckTuples to ctx check tuples for comparing searches.
+        for (CheckTuple checkTuple : tmpCheckTuples) {
+            ctx.insertCheckTuple(checkTuple, ctx.getCheckTuples());
+        }
+    }
+
+    public static void bulkLoadCheckTuples(IIndexTestContext ctx, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException, IndexException {
+        int fieldCount = ctx.getFieldCount();
+        int numTuples = checkTuples.size();
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        // Perform bulk load.
+        IIndexBulkLoader bulkLoader = ctx.getIndex().createBulkLoader(0.7f, false, numTuples, false);
+        int c = 1;
+        for (CheckTuple checkTuple : checkTuples) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                //if (c % (numTuples / 10) == 0) {
+                    LOGGER.info("Bulk Loading Tuple " + c + "/" + numTuples);
+                //}
+            }
+            createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, ctx.getFieldSerdes());
+            bulkLoader.add(tuple);
+            c++;
+        }
+        bulkLoader.end();
+    }
+
+    @SuppressWarnings("unchecked")
+    public void deleteTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        ArrayTupleBuilder deleteTupleBuilder = createDeleteTupleBuilder(ctx);
+        ArrayTupleReference deleteTuple = new ArrayTupleReference();
+        int numCheckTuples = ctx.getCheckTuples().size();
+        // Copy CheckTuple references into array, so we can randomly pick from
+        // there.
+        CheckTuple[] checkTuples = new CheckTuple[numCheckTuples];
+        int idx = 0;
+        Iterator<CheckTuple> iter = ctx.getCheckTuples().iterator();
+        while (iter.hasNext()) {
+            CheckTuple checkTuple = iter.next();
+            checkTuples[idx++] = checkTuple;
+        }
+
+        for (int i = 0; i < numTuples && numCheckTuples > 0; i++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Deleting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            int checkTupleIdx = Math.abs(rnd.nextInt() % numCheckTuples);
+            CheckTuple checkTuple = checkTuples[checkTupleIdx];
+            createTupleFromCheckTuple(checkTuple, deleteTupleBuilder, deleteTuple, ctx.getFieldSerdes());
+            ctx.getIndexAccessor().delete(deleteTuple);
+
+            // Remove check tuple from expected results.
+            ctx.deleteCheckTuple(checkTuple, ctx.getCheckTuples());
+
+            // Swap with last "valid" CheckTuple.
+            CheckTuple tmp = checkTuples[numCheckTuples - 1];
+            checkTuples[numCheckTuples - 1] = checkTuple;
+            checkTuples[checkTupleIdx] = tmp;
+            numCheckTuples--;
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/config/AccessMethodTestsConfig.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/config/AccessMethodTestsConfig.java
new file mode 100644
index 0000000..60e10ad
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/config/AccessMethodTestsConfig.java
@@ -0,0 +1,210 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.config;
+
+/**
+ * Global parameters used for executing access method JUnit tests.
+ */
+public class AccessMethodTestsConfig {
+    // Test params for RTree, LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int RTREE_NUM_TUPLES_TO_INSERT = 100;
+    public static final int RTREE_NUM_INSERT_ROUNDS = 2;
+    public static final int RTREE_NUM_DELETE_ROUNDS = 2;
+    public static final int RTREE_MULTITHREAD_NUM_OPERATIONS = 200;
+    public static final boolean RTREE_TEST_RSTAR_POLICY = true;
+    // Test params for LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int LSM_RTREE_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_RTREE_MAX_TREES_TO_MERGE = 3;
+    public static final boolean LSM_RTREE_TEST_RSTAR_POLICY = false;
+    public static final int LSM_RTREE_NUM_MUTABLE_COMPONENTS = 2;
+
+    // Test params for BTree, LSMBTree.
+    public static final int BTREE_NUM_TUPLES_TO_INSERT = 100;
+    public static final int BTREE_NUM_INSERT_ROUNDS = 3;
+    public static final int BTREE_NUM_DELETE_ROUNDS = 3;
+    public static final int BTREE_NUM_UPDATE_ROUNDS = 3;
+    public static final int BTREE_MULTITHREAD_NUM_OPERATIONS = 200;
+    // Test params for LSMBTree only.
+    public static final int LSM_BTREE_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_BTREE_MAX_TREES_TO_MERGE = 10;
+    public static final int LSM_BTREE_NUM_MUTABLE_COMPONENTS = 2;
+
+    // Mem configuration for RTree.
+    public static final int RTREE_PAGE_SIZE = 512;
+    public static final int RTREE_NUM_PAGES = 1000;
+    public static final int RTREE_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int RTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for LSMRTree and LSMRTreeWithAntiMatterTuples.
+    public static final int LSM_RTREE_DISK_PAGE_SIZE = 512;
+    public static final int LSM_RTREE_DISK_NUM_PAGES = 1000;
+    public static final int LSM_RTREE_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int LSM_RTREE_MEM_PAGE_SIZE = 512;
+    public static final int LSM_RTREE_MEM_NUM_PAGES = 1000;
+    public static final int LSM_RTREE_HYRACKS_FRAME_SIZE = 128;
+    public static final double LSM_RTREE_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+
+    // Mem configuration for BTree.
+    public static final int BTREE_PAGE_SIZE = 256;
+    public static final int BTREE_NUM_PAGES = 100;
+    public static final int BTREE_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int BTREE_HYRACKS_FRAME_SIZE = 128;
+
+    // Mem configuration for LSMBTree.
+    public static final int LSM_BTREE_DISK_PAGE_SIZE = 256;
+    public static final int LSM_BTREE_DISK_NUM_PAGES = 1000;
+    public static final int LSM_BTREE_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int LSM_BTREE_MEM_PAGE_SIZE = 256;
+    public static final int LSM_BTREE_MEM_NUM_PAGES = 100;
+    public static final int LSM_BTREE_HYRACKS_FRAME_SIZE = 128;
+    public static final double LSM_BTREE_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+
+    // Mem configuration for Inverted Index.
+    public static final int LSM_INVINDEX_DISK_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_DISK_NUM_PAGES = 1000;
+    public static final int LSM_INVINDEX_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int LSM_INVINDEX_MEM_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_MEM_NUM_PAGES = 100;
+    public static final int LSM_INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+    public static final double LSM_INVINDEX_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+    public static final int LSM_INVINDEX_NUM_MUTABLE_COMPONENTS = 2;
+
+    // Test parameters.
+    public static final int LSM_INVINDEX_NUM_DOCS_TO_INSERT = 100;
+    // Used for full-fledged search test.
+    public static final int LSM_INVINDEX_NUM_DOC_QUERIES = 50;
+    public static final int LSM_INVINDEX_NUM_RANDOM_QUERIES = 50;
+    // Used for non-search tests to sanity check index searches.
+    public static final int LSM_INVINDEX_TINY_NUM_DOC_QUERIES = 10;
+    public static final int LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES = 10;
+    public static final int LSM_INVINDEX_NUM_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_INVINDEX_MAX_TREES_TO_MERGE = 5;
+    public static final int LSM_INVINDEX_NUM_INSERT_ROUNDS = 2;
+    public static final int LSM_INVINDEX_NUM_DELETE_ROUNDS = 2;
+    // Allocate a generous size to make sure we have enough elements for all tests.
+    public static final int LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE = 1000000;
+    public static final int LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS = 200;
+
+    // Test params for BloomFilter
+    public static final int BLOOM_FILTER_NUM_TUPLES_TO_INSERT = 100;
+
+    // Mem configuration for BloomFilter.
+    public static final int BLOOM_FILTER_PAGE_SIZE = 256;
+    public static final int BLOOM_FILTER_NUM_PAGES = 1000;
+    public static final int BLOOM_FILTER_MAX_OPEN_FILES = Integer.MAX_VALUE;
+    public static final int BLOOM_FILTER_HYRACKS_FRAME_SIZE = 128;
+
+}
+
+/* ORIGINAL TEST PARAMETERS: DO NOT EDIT!
+// Test params for RTree, LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int RTREE_NUM_TUPLES_TO_INSERT = 10000;
+public static final int RTREE_NUM_INSERT_ROUNDS = 2;
+public static final int RTREE_NUM_DELETE_ROUNDS = 2;
+public static final int RTREE_MULTITHREAD_NUM_OPERATIONS = 10000;
+public static final boolean RTREE_TEST_RSTAR_POLICY = true;
+// Test params for LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int LSM_RTREE_BULKLOAD_ROUNDS = 5;
+public static final boolean LSM_RTREE_TEST_RSTAR_POLICY = false;
+public static final int LSM_RTREE_MAX_TREES_TO_MERGE = 3;
+public static final int LSM_RTREE_NUM_MUTABLE_COMPONENTS = 2;
+
+// Test params for BTree, LSMBTree.
+public static final int BTREE_NUM_TUPLES_TO_INSERT = 10000;
+public static final int BTREE_NUM_INSERT_ROUNDS = 3;
+public static final int BTREE_NUM_DELETE_ROUNDS = 3;
+public static final int BTREE_NUM_UPDATE_ROUNDS = 3;
+public static final int BTREE_MULTITHREAD_NUM_OPERATIONS = 10000;
+// Test params for LSMBTree only.
+public static final int LSM_BTREE_BULKLOAD_ROUNDS = 5;
+public static final int LSM_BTREE_MAX_TREES_TO_MERGE = 10;
+public static final int LSM_BTREE_NUM_MUTABLE_COMPONENTS = 2;
+
+
+// Mem configuration for RTree.
+public static final int RTREE_PAGE_SIZE = 512;
+public static final int RTREE_NUM_PAGES = 1000;
+public static final int RTREE_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int RTREE_HYRACKS_FRAME_SIZE = 128;
+
+// Mem configuration for LSMRTree and LSMRTreeWithAntiMatterTuples.
+public static final int LSM_RTREE_DISK_PAGE_SIZE = 512;
+public static final int LSM_RTREE_DISK_NUM_PAGES = 10000;
+public static final int LSM_RTREE_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int LSM_RTREE_MEM_PAGE_SIZE = 512;
+public static final int LSM_RTREE_MEM_NUM_PAGES = 1000;
+public static final int LSM_RTREE_HYRACKS_FRAME_SIZE = 128;
+public static final double LSM_RTREE_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+
+// Mem configuration for BTree.
+public static final int BTREE_PAGE_SIZE = 256;
+public static final int BTREE_NUM_PAGES = 100;
+public static final int BTREE_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int BTREE_HYRACKS_FRAME_SIZE = 128;
+
+// Mem configuration for LSMBTree.
+public static final int LSM_BTREE_DISK_PAGE_SIZE = 256;
+public static final int LSM_BTREE_DISK_NUM_PAGES = 10000;
+public static final int LSM_BTREE_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int LSM_BTREE_MEM_PAGE_SIZE = 256;
+public static final int LSM_BTREE_MEM_NUM_PAGES = 100;
+public static final int LSM_BTREE_HYRACKS_FRAME_SIZE = 128;
+public static final double LSM_BTREE_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+
+// Mem configuration for Inverted Index.
+public static final int INVINDEX_PAGE_SIZE = 32768;
+public static final int INVINDEX_NUM_PAGES = 100;
+public static final int INVINDEX_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+public static final double LSM_INVINDEX_BLOOMFILTER_FALSE_POSITIVE_RATE = 0.01;
+public static final int LSM_INVINDEX_NUM_MUTABLE_COMPONENTS = 2;
+
+// Mem configuration for Inverted Index.
+public static final int LSM_INVINDEX_DISK_PAGE_SIZE = 1024;
+public static final int LSM_INVINDEX_DISK_NUM_PAGES = 10000;
+public static final int LSM_INVINDEX_DISK_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int LSM_INVINDEX_MEM_PAGE_SIZE = 1024;
+public static final int LSM_INVINDEX_MEM_NUM_PAGES = 100;
+public static final int LSM_INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+// Test parameters.
+public static final int LSM_INVINDEX_NUM_DOCS_TO_INSERT = 10000;
+// Used for full-fledged search test.
+public static final int LSM_INVINDEX_NUM_DOC_QUERIES = 1000;
+public static final int LSM_INVINDEX_NUM_RANDOM_QUERIES = 1000;
+// Used for non-search tests to sanity check index searches.
+public static final int LSM_INVINDEX_TINY_NUM_DOC_QUERIES = 200;
+public static final int LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES = 200;
+public static final int LSM_INVINDEX_NUM_BULKLOAD_ROUNDS = 5;
+public static final int LSM_INVINDEX_MAX_TREES_TO_MERGE = 5;
+public static final int LSM_INVINDEX_NUM_INSERT_ROUNDS = 3;
+public static final int LSM_INVINDEX_NUM_DELETE_ROUNDS = 3;
+// Allocate a generous size to make sure we have enough elements for all tests.
+public static final int LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE = 1000000;
+public static final int LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS = 10000;
+
+// Test params for BloomFilter
+public static final int BLOOM_FILTER_NUM_TUPLES_TO_INSERT = 10000;
+
+// Mem configuration for BloomFilter.
+public static final int BLOOM_FILTER_PAGE_SIZE = 256;
+public static final int BLOOM_FILTER_NUM_PAGES = 1000;
+public static final int BLOOM_FILTER_MAX_OPEN_FILES = Integer.MAX_VALUE;
+public static final int BLOOM_FILTER_HYRACKS_FRAME_SIZE = 128;
+*/
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java
new file mode 100644
index 0000000..67b24a2
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeBulkLoadTest.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeBulkLoadTest extends AbstractRTreeTestDriver {
+
+    private final RTreeTestUtils rTreeTestUtils;
+
+    public AbstractRTreeBulkLoadTest(boolean testRstarPolicy) {
+        super(testRstarPolicy);
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+
+        // We assume all fieldSerdes are of the same type. Check the first
+        // one to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadDoubleTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        rTreeTestUtils.checkScan(ctx);
+        rTreeTestUtils.checkDiskOrderScan(ctx);
+        rTreeTestUtils.checkRangeSearch(ctx, key);
+
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "BulkLoad";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java
new file mode 100644
index 0000000..44a102d
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeDeleteTest.java
@@ -0,0 +1,75 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeDeleteTest extends AbstractRTreeTestDriver {
+
+    private final RTreeTestUtils rTreeTestUtils;
+
+    private static final int numInsertRounds = AccessMethodTestsConfig.RTREE_NUM_INSERT_ROUNDS;
+    private static final int numDeleteRounds = AccessMethodTestsConfig.RTREE_NUM_DELETE_ROUNDS;
+
+    public AbstractRTreeDeleteTest(boolean testRstarPolicy) {
+    	super(testRstarPolicy);
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        for (int i = 0; i < numInsertRounds; i++) {
+            // We assume all fieldSerdes are of the same type. Check the first
+            // one to determine which field types to generate.
+            if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                rTreeTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+            } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+                rTreeTestUtils.insertDoubleTuples(ctx, numTuplesToInsert, getRandom());
+            }
+            int numTuplesPerDeleteRound = (int) Math
+                    .ceil((float) ctx.getCheckTuples().size() / (float) numDeleteRounds);
+            for (int j = 0; j < numDeleteRounds; j++) {
+                rTreeTestUtils.deleteTuples(ctx, numTuplesPerDeleteRound, getRandom());
+                rTreeTestUtils.checkScan(ctx);
+                rTreeTestUtils.checkDiskOrderScan(ctx);
+                rTreeTestUtils.checkRangeSearch(ctx, key);
+            }
+        }
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Delete";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java
new file mode 100644
index 0000000..b8f1e01
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeExamplesTest.java
@@ -0,0 +1,921 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.TreeIndexDiskOrderScanCursor;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeExamplesTest {
+
+    public static enum RTreeType {
+        LSMRTREE,
+        LSMRTREE_WITH_ANTIMATTER,
+        RTREE
+    };
+
+    protected static final Logger LOGGER = Logger.getLogger(AbstractRTreeExamplesTest.class.getName());
+    protected final Random rnd = new Random(50);
+    protected RTreeType rTreeType;
+
+    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType,
+            int[] rtreeFields, int[] btreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields) throws TreeIndexException;
+
+    /**
+     * Two Dimensions Example. Create an RTree index of two dimensions, where
+     * they keys are of type integer, and the payload is two integer values.
+     * Fill index with random values using insertions (not bulk load). Perform
+     * scans and range search.
+     */
+    @Test
+    public void twoDimensionsExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Fixed-Length Key,Value Example.");
+        }
+
+        // Declare fields.
+        int fieldCount = 6;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[5] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 2;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 6;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[5] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, null, btreeFields, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            int p1x = rnd.nextInt();
+            int p1y = rnd.nextInt();
+            int p2x = rnd.nextInt();
+            int p2y = rnd.nextInt();
+
+            int pk1 = 5;
+            int pk2 = 10;
+
+            TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                    Math.max(p1y, p2y), pk1, pk2);
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        scan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build key.
+        ArrayTupleBuilder keyTb = new ArrayTupleBuilder(rtreeKeyFieldCount);
+        ArrayTupleReference key = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(keyTb, key, -1000, -1000, 1000, 1000);
+
+        rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key, null, null);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * This test the rtree page split. Originally this test didn't pass since
+     * the rtree assumes always that there will be enough space for the new
+     * tuple after split. Now it passes since if there is not space in the
+     * designated page, then we will just insert it in the other split page.
+     */
+    @Test
+    public void rTreePageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 5;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        //2
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, null, btreeFields, null, null, null);
+
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        int p1x = rnd.nextInt();
+        int p1y = rnd.nextInt();
+        int p2x = rnd.nextInt();
+        int p2y = rnd.nextInt();
+        String data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * This test the r*tree page split. Originally this test didn't pass since
+     * the r*tree assumes always that there will be enough space for the new
+     * tuple after split. Now it passes since if there is not space in the
+     * designated page, then we will just insert it in the other split page.
+     */
+    @Test
+    public void rStarTreePageSplitTestExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("R*Tree page split test.");
+        }
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = UTF8StringPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, new UTF8StringSerializerDeserializer() };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 5;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(UTF8StringPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RSTARTREE, null, btreeFields, null, null, null);
+
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        int p1x = rnd.nextInt();
+        int p1y = rnd.nextInt();
+        int p2x = rnd.nextInt();
+        int p2y = rnd.nextInt();
+        String data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "XXX";
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        p1x = rnd.nextInt();
+        p1y = rnd.nextInt();
+        p2x = rnd.nextInt();
+        p2y = rnd.nextInt();
+        data = "";
+        for (int i = 0; i < 210; i++) {
+            data += "X";
+        }
+        TupleUtils.createTuple(tb, tuple, fieldSerdes, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                Math.max(p1y, p2y), data);
+        indexAccessor.insert(tuple);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Two Dimensions Example. Create an RTree index of three dimensions, where
+     * they keys are of type double, and the payload is one double value. Fill
+     * index with random values using insertions (not bulk load). Perform scans
+     * and range search.
+     */
+    @Test
+    public void threeDimensionsExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Fixed-Length Key,Value Example.");
+        }
+
+        // Declare fields.
+        int fieldCount = 7;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = DoublePointable.TYPE_TRAITS;
+        typeTraits[1] = DoublePointable.TYPE_TRAITS;
+        typeTraits[2] = DoublePointable.TYPE_TRAITS;
+        typeTraits[3] = DoublePointable.TYPE_TRAITS;
+        typeTraits[4] = DoublePointable.TYPE_TRAITS;
+        typeTraits[5] = DoublePointable.TYPE_TRAITS;
+        typeTraits[6] = DoublePointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 6;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        rtreeCmpFactories[4] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        rtreeCmpFactories[5] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 7;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[5] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+            btreeCmpFactories[6] = PointableBinaryComparatorFactory.of(DoublePointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, DoublePointable.FACTORY);
+
+        //4
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, null, btreeFields, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            double p1x = rnd.nextDouble();
+            double p1y = rnd.nextDouble();
+            double p1z = rnd.nextDouble();
+            double p2x = rnd.nextDouble();
+            double p2y = rnd.nextDouble();
+            double p2z = rnd.nextDouble();
+
+            double pk = 5.0;
+
+            TupleUtils.createDoubleTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.min(p1z, p2z),
+                    Math.max(p1x, p2x), Math.max(p1y, p2y), Math.max(p1z, p2z), pk);
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        scan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build key.
+        ArrayTupleBuilder keyTb = new ArrayTupleBuilder(rtreeKeyFieldCount);
+        ArrayTupleReference key = new ArrayTupleReference();
+        TupleUtils.createDoubleTuple(keyTb, key, -1000.0, -1000.0, -1000.0, 1000.0, 1000.0, 1000.0);
+
+        rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key, null, null);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Deletion Example. Create an RTree index of two dimensions, where they
+     * keys are of type integer, and the payload is one integer value. Fill
+     * index with random values using insertions, then delete entries
+     * one-by-one. Repeat procedure a few times on same RTree.
+     */
+    @Test
+    public void deleteExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Deletion Example");
+        }
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = IntegerPointable.TYPE_TRAITS;
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 5;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, null, btreeFields, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+
+        int runs = 3;
+        for (int run = 0; run < runs; run++) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Deletion example run: " + (run + 1) + "/" + runs);
+                LOGGER.info("Inserting into tree...");
+            }
+
+            int numInserts = 10000;
+            int[] p1xs = new int[numInserts];
+            int[] p1ys = new int[numInserts];
+            int[] p2xs = new int[numInserts];
+            int[] p2ys = new int[numInserts];
+            int[] pks = new int[numInserts];
+            int insDone = 0;
+
+            int[] insDoneCmp = new int[numInserts];
+            for (int i = 0; i < numInserts; i++) {
+                int p1x = rnd.nextInt();
+                int p1y = rnd.nextInt();
+                int p2x = rnd.nextInt();
+                int p2y = rnd.nextInt();
+                int pk = 5;
+
+                p1xs[i] = Math.min(p1x, p2x);
+                p1ys[i] = Math.min(p1y, p2y);
+                p2xs[i] = Math.max(p1x, p2x);
+                p2ys[i] = Math.max(p1y, p2y);
+                pks[i] = pk;
+
+                TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                        Math.max(p1y, p2y), pk);
+                try {
+                    indexAccessor.insert(tuple);
+                } catch (TreeIndexException e) {
+                }
+                insDoneCmp[i] = insDone;
+            }
+
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Deleting from tree...");
+            }
+            int delDone = 0;
+            for (int i = 0; i < numInserts; i++) {
+                TupleUtils.createIntegerTuple(tb, tuple, p1xs[i], p1ys[i], p2xs[i], p2ys[i], pks[i]);
+                try {
+                    indexAccessor.delete(tuple);
+                    delDone++;
+                } catch (TreeIndexException e) {
+                }
+                if (insDoneCmp[i] != delDone) {
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info("INCONSISTENT STATE, ERROR IN DELETION EXAMPLE.");
+                        LOGGER.info("INSDONECMP: " + insDoneCmp[i] + " " + delDone);
+                    }
+                    break;
+                }
+            }
+            if (insDone != delDone) {
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info("ERROR! INSDONE: " + insDone + " DELDONE: " + delDone);
+                }
+                break;
+            }
+        }
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    /**
+     * Bulk load example. Load a tree with 10,000 tuples.
+     */
+    @Test
+    public void bulkLoadExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk load example");
+        }
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = IntegerPointable.TYPE_TRAITS;
+
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 5;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        //6
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, null, btreeFields, null, null, null);
+        treeIndex.create();
+        treeIndex.activate();
+
+        // Load records.
+        int numInserts = 10000;
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Bulk loading " + numInserts + " tuples");
+        }
+        long start = System.currentTimeMillis();
+        IIndexBulkLoader bulkLoader = treeIndex.createBulkLoader(0.7f, false, numInserts, true);
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        for (int i = 0; i < numInserts; i++) {
+            int p1x = rnd.nextInt();
+            int p1y = rnd.nextInt();
+            int p2x = rnd.nextInt();
+            int p2y = rnd.nextInt();
+
+            int pk = 5;
+
+            TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                    Math.max(p1y, p2y), pk);
+            bulkLoader.add(tuple);
+        }
+
+        bulkLoader.end();
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " tuples loaded in " + (end - start) + "ms");
+        }
+
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+
+        // Build key.
+        ArrayTupleBuilder keyTb = new ArrayTupleBuilder(rtreeKeyFieldCount);
+        ArrayTupleReference key = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(keyTb, key, -1000, -1000, 1000, 1000);
+
+        rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key, null, null);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+    protected void scan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Scan:");
+        }
+        ITreeIndexCursor scanCursor = (ITreeIndexCursor) indexAccessor.createSearchCursor(false);
+        SearchPredicate nullPred = new SearchPredicate(null, null);
+        indexAccessor.search(scanCursor, nullPred);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                ITupleReference frameTuple = scanCursor.getTuple();
+                String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(rec);
+                }
+            }
+        } finally {
+            scanCursor.close();
+        }
+    }
+
+    protected void diskOrderScan(IIndexAccessor indexAccessor, ISerializerDeserializer[] fieldSerdes) throws Exception {
+        try {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Disk-Order Scan:");
+            }
+            ITreeIndexAccessor treeIndexAccessor = (ITreeIndexAccessor) indexAccessor;
+            TreeIndexDiskOrderScanCursor diskOrderCursor = (TreeIndexDiskOrderScanCursor) treeIndexAccessor
+                    .createDiskOrderScanCursor();
+            treeIndexAccessor.diskOrderScan(diskOrderCursor);
+            try {
+                while (diskOrderCursor.hasNext()) {
+                    diskOrderCursor.next();
+                    ITupleReference frameTuple = diskOrderCursor.getTuple();
+                    String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info(rec);
+                    }
+                }
+            } finally {
+                diskOrderCursor.close();
+            }
+        } catch (UnsupportedOperationException e) {
+            // Ignore exception because some indexes, e.g. the LSMRTree, don't
+            // support disk-order scan.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        } catch (ClassCastException e) {
+            // Ignore exception because IIndexAccessor sometimes isn't
+            // an ITreeIndexAccessor, e.g., for the LSMRTree.
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring disk-order scan since it's not supported.");
+            }
+        }
+    }
+
+    protected void rangeSearch(IBinaryComparatorFactory[] cmpFactories, IIndexAccessor indexAccessor,
+            ISerializerDeserializer[] fieldSerdes, ITupleReference key, ITupleReference minFilterTuple,
+            ITupleReference maxFilterTuple) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            String kString = TupleUtils.printTuple(key, fieldSerdes);
+            LOGGER.info("Range-Search using key: " + kString);
+        }
+        ITreeIndexCursor rangeCursor = (ITreeIndexCursor) indexAccessor.createSearchCursor(false);
+        MultiComparator cmp = RTreeUtils.getSearchMultiComparator(cmpFactories, key);
+
+        SearchPredicate rangePred;
+        if (minFilterTuple != null && maxFilterTuple != null) {
+            rangePred = new SearchPredicate(key, cmp, minFilterTuple, maxFilterTuple);
+        } else {
+            rangePred = new SearchPredicate(key, cmp);
+        }
+
+        indexAccessor.search(rangeCursor, rangePred);
+        try {
+            while (rangeCursor.hasNext()) {
+                rangeCursor.next();
+                ITupleReference frameTuple = rangeCursor.getTuple();
+                String rec = TupleUtils.printTuple(frameTuple, fieldSerdes);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(rec);
+                }
+            }
+        } finally {
+            rangeCursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java
new file mode 100644
index 0000000..5ad6f3b
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeInsertTest.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+/**
+ * Tests the RTree insert operation with integer and double fields using various
+ * numbers of dimensions and payload fields.
+ * Each tests first fills an RTree with randomly generated tuples. We compare
+ * the following operations against expected results: 1. RTree scan. 3.
+ * Disk-order scan. 4. Range search.
+ */
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeInsertTest extends AbstractRTreeTestDriver {
+
+    private final RTreeTestUtils rTreeTestUtils;
+
+    public AbstractRTreeInsertTest(boolean testRstarPolicy) {
+    	super(testRstarPolicy);
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            rTreeTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+            rTreeTestUtils.insertDoubleTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        rTreeTestUtils.checkScan(ctx);
+        rTreeTestUtils.checkDiskOrderScan(ctx);
+        rTreeTestUtils.checkRangeSearch(ctx, key);
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "Insert";
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
new file mode 100644
index 0000000..9ab7e46
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
@@ -0,0 +1,281 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.IndexMultiThreadTestDriver;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeExamplesTest.RTreeType;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeMultiThreadTest {
+
+    protected final boolean testRstarPolicy;
+    protected final RTreeType rTreeType;
+
+    public AbstractRTreeMultiThreadTest(boolean testRstarPolicy, RTreeType rTreeType) {
+        this.testRstarPolicy = testRstarPolicy;
+        this.rTreeType = rTreeType;
+    }
+
+    protected final Logger LOGGER = Logger.getLogger(AbstractRTreeMultiThreadTest.class.getName());
+
+    // Machine-specific number of threads to use for testing.
+    protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
+    // Excessive number of threads for testing.
+    protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.RTREE_MULTITHREAD_NUM_OPERATIONS;
+
+    protected ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+
+    protected abstract void setUp() throws HyracksException;
+
+    protected abstract void tearDown() throws HyracksDataException;
+
+    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] rtreeCmpFactories, IBinaryComparatorFactory[] btreeCmpFactories,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType, int[] btreeFields)
+            throws TreeIndexException;
+
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
+
+    protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
+
+    protected abstract String getIndexTypeName();
+
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType,
+            int numThreads, TestWorkloadConf conf, String dataMsg) throws HyracksException, InterruptedException,
+            TreeIndexException {
+        setUp();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            String indexTypeName = getIndexTypeName();
+            LOGGER.info(indexTypeName + " MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
+        }
+
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] rtreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeys);
+        int[] btreeFields = null;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            int numBtreeFields = fieldSerdes.length - numKeys;
+            ISerializerDeserializer[] btreeFieldSerdes = new ISerializerDeserializer[numBtreeFields];
+            btreeFields = new int[numBtreeFields];
+            for (int i = 0; i < numBtreeFields; i++) {
+                btreeFields[i] = numKeys + i;
+                btreeFieldSerdes[i] = fieldSerdes[numKeys + i];
+            }
+            btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(btreeFieldSerdes, numBtreeFields);
+        } else {
+            btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, fieldSerdes.length);
+        }
+
+        ITreeIndex index = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
+                rtreePolicyType, btreeFields);
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
+
+        // 4 batches per thread.
+        int batchSize = (NUM_OPERATIONS / numThreads) / 4;
+
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes, conf.ops,
+                conf.opProbs);
+        driver.init();
+        long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        driver.deinit();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree MultiThread Test Time: " + times[0] + "ms");
+        }
+
+        tearDown();
+    }
+
+    @Test
+    public void rtreeTwoDimensionsInt() throws InterruptedException, HyracksException, TreeIndexException {
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Integer Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
+        }
+    }
+
+    @Test
+    public void rtreeTwoDimensionsDouble() throws Exception {
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
+        }
+
+    }
+
+    @Test
+    public void rtreeFourDimensionsDouble() throws InterruptedException, HyracksException, TreeIndexException {
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Four Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, EXCESSIVE_NUM_THREADS, conf,
+                    dataMsg);
+        }
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsInt() throws InterruptedException, HyracksException, TreeIndexException {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Two Dimensions With Integer Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Integer Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Two Dimensions With Double Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Two Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+
+    }
+
+    @Test
+    public void rstartreeFourDimensionsDouble() throws InterruptedException, HyracksException, TreeIndexException {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree Multithread Test With Four Dimensions With Double Keys.");
+            }
+            return;
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+
+        String dataMsg = "Four Dimensions Of Double Values";
+
+        for (TestWorkloadConf conf : workloadConfs) {
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, REGULAR_NUM_THREADS, conf,
+                    dataMsg);
+            runTest(fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RSTARTREE, EXCESSIVE_NUM_THREADS,
+                    conf, dataMsg);
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
new file mode 100644
index 0000000..de846ed
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
@@ -0,0 +1,43 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Collection;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.IndexTestContext;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.util.HashMultiSet;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeTestContext extends IndexTestContext<RTreeCheckTuple> {
+    private final HashMultiSet<RTreeCheckTuple> checkTuples = new HashMultiSet<RTreeCheckTuple>();
+
+    public AbstractRTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex)
+            throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public Collection<RTreeCheckTuple> getCheckTuples() {
+        return checkTuples;
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java
new file mode 100644
index 0000000..7e56455
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/AbstractRTreeTestDriver.java
@@ -0,0 +1,213 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.data.std.primitive.DoublePointable;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+@SuppressWarnings("rawtypes")
+public abstract class AbstractRTreeTestDriver {
+    protected final boolean testRstarPolicy;
+
+    public AbstractRTreeTestDriver(boolean testRstarPolicy) {
+        this.testRstarPolicy = testRstarPolicy;
+    }
+
+    protected final Logger LOGGER = Logger.getLogger(AbstractRTreeTestDriver.class.getName());
+
+    protected static final int numTuplesToInsert = AccessMethodTestsConfig.RTREE_NUM_TUPLES_TO_INSERT;
+
+    protected abstract AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception;
+
+    protected abstract Random getRandom();
+
+    protected abstract void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception;
+
+    protected abstract String getTestOpName();
+
+    @Test
+    public void rtreeTwoDimensionsInt() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000, -1000
+        // and the top right coordinates are 1000, 1000
+        ITupleReference key = TupleUtils.createIntegerTuple(-1000, -1000, 1000, 1000);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
+
+    }
+
+    @Test
+    public void rtreeTwoDimensionsDouble() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0 and the top right coordinates are 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, 1000.0, 1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
+
+    }
+
+    @Test
+    public void rtreeFourDimensionsDouble() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0, -1000.0, -1000.0 and the top right coordinates are 1000.0,
+        // 1000.0, 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, -1000.0, -1000.0, 1000.0, 1000.0, 1000.0,
+                1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RTREE);
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsInt() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Integer Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, IntegerPointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000, -1000
+        // and the top right coordinates are 1000, 1000
+        ITupleReference key = TupleUtils.createIntegerTuple(-1000, -1000, 1000, 1000);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
+
+    }
+
+    @Test
+    public void rstartreeTwoDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Two Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 4;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0 and the top right coordinates are 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, 1000.0, 1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
+
+    }
+
+    @Test
+    public void rstartreeFourDimensionsDouble() throws Exception {
+        if (!testRstarPolicy) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Ignoring RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
+            }
+            return;
+        }
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("RTree " + getTestOpName() + " Test With Four Dimensions With Double Keys.");
+        }
+
+        ISerializerDeserializer[] fieldSerdes = { DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE,
+                DoubleSerializerDeserializer.INSTANCE, DoubleSerializerDeserializer.INSTANCE };
+
+        int numKeys = 8;
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                numKeys, DoublePointable.FACTORY);
+        // Range search, the rectangle bottom left coordinates are -1000.0,
+        // -1000.0, -1000.0, -1000.0 and the top right coordinates are 1000.0,
+        // 1000.0, 1000.0, 1000.0
+        ITupleReference key = TupleUtils.createDoubleTuple(-1000.0, -1000.0, -1000.0, -1000.0, 1000.0, 1000.0, 1000.0,
+                1000.0);
+
+        runTest(fieldSerdes, valueProviderFactories, numKeys, key, RTreePolicyType.RSTARTREE);
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeCheckTuple.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeCheckTuple.java
new file mode 100644
index 0000000..4f7066f
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeCheckTuple.java
@@ -0,0 +1,64 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import org.apache.hyracks.storage.am.common.CheckTuple;
+
+@SuppressWarnings({ "rawtypes", "unchecked" })
+public class RTreeCheckTuple<T> extends CheckTuple {
+
+    public RTreeCheckTuple(int numFields, int numKeys) {
+        super(numFields, numKeys);
+    }
+
+    @Override
+    public boolean equals(Object o) {
+        if (o instanceof RTreeCheckTuple) {
+            RTreeCheckTuple<T> other = (RTreeCheckTuple<T>) o;
+            for (int i = 0; i < fields.length; i++) {
+                int cmp = fields[i].compareTo(other.getField(i));
+                if (cmp != 0) {
+                    return false;
+                }
+            }
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    public boolean intersect(T o) {
+        RTreeCheckTuple<T> other = (RTreeCheckTuple<T>) o;
+        int maxFieldPos = numKeys / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int cmp = fields[i].compareTo(other.getField(j));
+            if (cmp > 0) {
+                return false;
+            }
+            cmp = fields[j].compareTo(other.getField(i));
+            if (cmp < 0) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeTestUtils.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeTestUtils.java
new file mode 100644
index 0000000..824d925
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/storage/am/rtree/RTreeTestUtils.java
@@ -0,0 +1,258 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree;
+
+import static org.junit.Assert.fail;
+
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.Iterator;
+import java.util.Random;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.ISearchPredicate;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.util.HashMultiSet;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+@SuppressWarnings("rawtypes")
+public class RTreeTestUtils extends TreeIndexTestUtils {
+    private static final Logger LOGGER = Logger.getLogger(RTreeTestUtils.class.getName());
+    private int intPayloadValue = 0;
+    private double doublePayloadValue = 0.0;
+
+    @SuppressWarnings("unchecked")
+    // Create a new ArrayList containing the elements satisfying the search key
+    public HashMultiSet<RTreeCheckTuple> getRangeSearchExpectedResults(Collection<RTreeCheckTuple> checkTuples,
+            RTreeCheckTuple key) {
+        HashMultiSet<RTreeCheckTuple> expectedResult = new HashMultiSet<RTreeCheckTuple>();
+        Iterator<RTreeCheckTuple> iter = checkTuples.iterator();
+        while (iter.hasNext()) {
+            RTreeCheckTuple t = iter.next();
+            if (t.intersect(key)) {
+                expectedResult.add(t);
+            }
+        }
+        return expectedResult;
+    }
+
+    public void checkRangeSearch(IIndexTestContext ictx, ITupleReference key) throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing Range Search.");
+        }
+        AbstractRTreeTestContext ctx = (AbstractRTreeTestContext) ictx;
+        MultiComparator cmp = RTreeUtils.getSearchMultiComparator(ctx.getComparatorFactories(), key);
+
+        ITreeIndexCursor searchCursor = (ITreeIndexCursor) ctx.getIndexAccessor().createSearchCursor(false);
+        SearchPredicate searchPred = new SearchPredicate(key, cmp);
+        ctx.getIndexAccessor().search(searchCursor, searchPred);
+
+        // Get the subset of elements from the expected set within given key
+        // range.
+        RTreeCheckTuple keyCheck = (RTreeCheckTuple) createCheckTupleFromTuple(key, ctx.getFieldSerdes(),
+                cmp.getKeyFieldCount());
+
+        HashMultiSet<RTreeCheckTuple> expectedResult = null;
+
+        expectedResult = getRangeSearchExpectedResults(ctx.getCheckTuples(), keyCheck);
+        checkExpectedResults(searchCursor, expectedResult, ctx.getFieldSerdes(), ctx.getKeyFieldCount(), null);
+    }
+
+    @SuppressWarnings("unchecked")
+    public void insertDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        double[] fieldValues = new double[ctx.getFieldCount()];
+        // Scale range of values according to number of keys.
+        // For example, for 2 keys we want the square root of numTuples, for 3
+        // keys the cube root of numTuples, etc.
+        double maxValue = Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setDoubleKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setDoublePayloadFields(fieldValues, numKeyFields, fieldCount);
+            TupleUtils.createDoubleTuple(ctx.getTupleBuilder(), ctx.getTuple(), fieldValues);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if ((i + 1) % (numTuples / Math.min(10, numTuples)) == 0) {
+                    LOGGER.info("Inserting Tuple " + (i + 1) + "/" + numTuples);
+                }
+            }
+            try {
+                ctx.getIndexAccessor().insert(ctx.getTuple());
+                ctx.insertCheckTuple(createDoubleCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
+            } catch (TreeIndexException e) {
+                // We set expected values only after insertion succeeds because
+                // we
+                // ignore duplicate keys.
+            }
+        }
+    }
+
+    private void setDoubleKeyFields(double[] fieldValues, int numKeyFields, double maxValue, Random rnd) {
+        int maxFieldPos = numKeyFields / 2;
+        for (int j = 0; j < maxFieldPos; j++) {
+            int k = maxFieldPos + j;
+            double firstValue = rnd.nextDouble() % maxValue;
+            double secondValue;
+            do {
+                secondValue = rnd.nextDouble() % maxValue;
+            } while (secondValue < firstValue);
+            fieldValues[j] = firstValue;
+            fieldValues[k] = secondValue;
+        }
+    }
+
+    private void setDoublePayloadFields(double[] fieldValues, int numKeyFields, int numFields) {
+        for (int j = numKeyFields; j < numFields; j++) {
+            fieldValues[j] = doublePayloadValue++;
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    protected CheckTuple createDoubleCheckTuple(double[] fieldValues, int numKeyFields) {
+        RTreeCheckTuple<Double> checkTuple = new RTreeCheckTuple<Double>(fieldValues.length, numKeyFields);
+        for (double v : fieldValues) {
+            checkTuple.appendField(v);
+        }
+        return checkTuple;
+    }
+
+    @SuppressWarnings("unchecked")
+    public void bulkLoadDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+        int fieldCount = ctx.getFieldCount();
+        int numKeyFields = ctx.getKeyFieldCount();
+        double[] fieldValues = new double[ctx.getFieldCount()];
+        double maxValue = Math.ceil(Math.pow(numTuples, 1.0 / (double) numKeyFields));
+        Collection<CheckTuple> tmpCheckTuples = createCheckTuplesCollection();
+        for (int i = 0; i < numTuples; i++) {
+            // Set keys.
+            setDoubleKeyFields(fieldValues, numKeyFields, maxValue, rnd);
+            // Set values.
+            setDoublePayloadFields(fieldValues, numKeyFields, fieldCount);
+
+            // Set expected values.
+            ctx.insertCheckTuple(createDoubleCheckTuple(fieldValues, ctx.getKeyFieldCount()), tmpCheckTuples);
+        }
+        bulkLoadCheckTuples(ctx, tmpCheckTuples);
+
+        // Add tmpCheckTuples to ctx check tuples for comparing searches.
+        for (CheckTuple checkTuple : tmpCheckTuples) {
+            ctx.insertCheckTuple(checkTuple, ctx.getCheckTuples());
+        }
+    }
+
+    @Override
+    public void checkExpectedResults(ITreeIndexCursor cursor, Collection checkTuples,
+            ISerializerDeserializer[] fieldSerdes, int keyFieldCount, Iterator<CheckTuple> checkIter) throws Exception {
+        int actualCount = 0;
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference tuple = cursor.getTuple();
+                RTreeCheckTuple checkTuple = (RTreeCheckTuple) createCheckTupleFromTuple(tuple, fieldSerdes,
+                        keyFieldCount);
+                if (!checkTuples.contains(checkTuple)) {
+                    fail("Scan or range search returned unexpected answer: " + checkTuple.toString());
+                }
+                actualCount++;
+            }
+            if (actualCount < checkTuples.size()) {
+                fail("Scan or range search returned fewer answers than expected.\nExpected: " + checkTuples.size()
+                        + "\nActual  : " + actualCount);
+            }
+            if (actualCount > checkTuples.size()) {
+                fail("Scan or range search returned more answers than expected.\nExpected: " + checkTuples.size()
+                        + "\nActual  : " + actualCount);
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+
+    @Override
+    protected CheckTuple createCheckTuple(int numFields, int numKeyFields) {
+        return new RTreeCheckTuple(numFields, numKeyFields);
+    }
+
+    @Override
+    protected ISearchPredicate createNullSearchPredicate() {
+        return new SearchPredicate(null, null);
+    }
+
+    @SuppressWarnings("unchecked")
+    @Override
+    protected CheckTuple createIntCheckTuple(int[] fieldValues, int numKeyFields) {
+        RTreeCheckTuple<Integer> checkTuple = new RTreeCheckTuple<Integer>(fieldValues.length, numKeyFields);
+        for (int v : fieldValues) {
+            checkTuple.appendField(v);
+        }
+        return checkTuple;
+    }
+
+    @Override
+    protected void setIntKeyFields(int[] fieldValues, int numKeyFields, int maxValue, Random rnd) {
+        int maxFieldPos = numKeyFields / 2;
+        for (int j = 0; j < maxFieldPos; j++) {
+            int k = maxFieldPos + j;
+            int firstValue = rnd.nextInt() % maxValue;
+            int secondValue;
+            do {
+                secondValue = rnd.nextInt() % maxValue;
+            } while (secondValue < firstValue);
+            fieldValues[j] = firstValue;
+            fieldValues[k] = secondValue;
+        }
+    }
+
+    @Override
+    protected void setIntPayloadFields(int[] fieldValues, int numKeyFields, int numFields) {
+        for (int j = numKeyFields; j < numFields; j++) {
+            fieldValues[j] = intPayloadValue++;
+        }
+    }
+
+    @Override
+    protected Collection createCheckTuplesCollection() {
+        return new ArrayList<RTreeCheckTuple>();
+    }
+
+    @Override
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
+        return new ArrayTupleBuilder(ctx.getFieldCount());
+    }
+
+    @Override
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
+            throws HyracksDataException {
+        return ctx.getCheckTuples().contains(checkTuple);
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/CounterContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/CounterContext.java
new file mode 100644
index 0000000..7cbf948
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/CounterContext.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import org.apache.hyracks.api.job.profiling.counters.ICounter;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.control.common.job.profiling.counters.Counter;
+
+public class CounterContext implements ICounterContext {
+    private final String contextName;
+    private final Map<String, Counter> counterMap;
+
+    public CounterContext(String name) {
+        this.contextName = name;
+        counterMap = new HashMap<String, Counter>();
+    }
+
+    @Override
+    public synchronized ICounter getCounter(String counterName, boolean create) {
+        Counter counter = counterMap.get(counterName);
+        if (counter == null && create) {
+            counter = new Counter(contextName + "." + counterName);
+            counterMap.put(counterName, counter);
+        }
+        return counter;
+    }
+
+    public synchronized void dump(Map<String, Long> dumpMap) {
+        for (Counter c : counterMap.values()) {
+            dumpMap.put(c.getName(), c.get());
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestIndexLifecycleManagerProvider.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestIndexLifecycleManagerProvider.java
new file mode 100644
index 0000000..f48778e
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestIndexLifecycleManagerProvider.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
+
+public class TestIndexLifecycleManagerProvider implements IIndexLifecycleManagerProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IIndexLifecycleManager getLifecycleManager(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getIndexLifecycleManager(ctx);
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java
new file mode 100644
index 0000000..d7cbc9a
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestJobletContext.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.nio.ByteBuffer;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.job.JobId;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+import org.apache.hyracks.control.nc.resources.memory.FrameManager;
+
+public class TestJobletContext implements IHyracksJobletContext {
+    private final int frameSize;
+    private final INCApplicationContext appContext;
+    private final FrameManager frameManger;
+    private JobId jobId;
+    private WorkspaceFileFactory fileFactory;
+
+    public TestJobletContext(int frameSize, INCApplicationContext appContext, JobId jobId) throws HyracksException {
+        this.frameSize = frameSize;
+        this.appContext = appContext;
+        this.jobId = jobId;
+        fileFactory = new WorkspaceFileFactory(this, (IOManager) getIOManager());
+        this.frameManger = new FrameManager(frameSize);
+    }
+
+    ByteBuffer allocateFrame() throws HyracksDataException {
+        return frameManger.allocateFrame();
+    }
+
+    public ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+        return frameManger.allocateFrame(bytes);
+    }
+
+    ByteBuffer reallocateFrame(ByteBuffer tobeDeallocate, int newFrameSizeInBytes, boolean copyOldData) throws HyracksDataException {
+        return frameManger.reallocateFrame(tobeDeallocate, newFrameSizeInBytes, copyOldData);
+    }
+
+    void deallocateFrames(int bytes) {
+        frameManger.deallocateFrames(bytes);
+    }
+
+    public int getFrameSize() {
+        return frameSize;
+    }
+
+    public IIOManager getIOManager() {
+        return appContext.getRootContext().getIOManager();
+    }
+
+    @Override
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createManagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createUnmanagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public ICounterContext getCounterContext() {
+        return new CounterContext(jobId.toString());
+    }
+
+    @Override
+    public void registerDeallocatable(final IDeallocatable deallocatable) {
+        Runtime.getRuntime().addShutdownHook(new Thread() {
+            @Override
+            public void run() {
+                deallocatable.deallocate();
+            }
+        });
+    }
+
+    @Override
+    public INCApplicationContext getApplicationContext() {
+        return appContext;
+    }
+
+    @Override
+    public JobId getJobId() {
+        return jobId;
+    }
+
+    @Override
+    public Object getGlobalJobData() {
+        return null;
+    }
+
+    @Override
+    public Class<?> loadClass(String className) {
+        try {
+            return Class.forName(className);
+        } catch (Exception e) {
+            throw new RuntimeException(e);
+        }
+    }
+
+    @Override
+    public ClassLoader getClassLoader() {
+        return this.getClass().getClassLoader();
+    }
+
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestNCApplicationContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestNCApplicationContext.java
new file mode 100644
index 0000000..f619be0
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestNCApplicationContext.java
@@ -0,0 +1,137 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.io.Serializable;
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.application.IStateDumpHandler;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.job.IJobSerializerDeserializerContainer;
+import org.apache.hyracks.api.lifecycle.ILifeCycleComponentManager;
+import org.apache.hyracks.api.lifecycle.LifeCycleComponentManager;
+import org.apache.hyracks.api.messages.IMessageBroker;
+import org.apache.hyracks.api.resources.memory.IMemoryManager;
+import org.apache.hyracks.api.service.IControllerService;
+
+public class TestNCApplicationContext implements INCApplicationContext {
+    private final ILifeCycleComponentManager lccm;
+    private final IHyracksRootContext rootCtx;
+    private final String nodeId;
+
+    private Serializable distributedState;
+    private Object appObject;
+
+    private final IMemoryManager mm;
+
+    public TestNCApplicationContext(IHyracksRootContext rootCtx, String nodeId) {
+        this.lccm = new LifeCycleComponentManager();
+        this.rootCtx = rootCtx;
+        this.nodeId = nodeId;
+        mm = new IMemoryManager() {
+            @Override
+            public long getMaximumMemory() {
+                return Long.MAX_VALUE;
+            }
+
+            @Override
+            public long getAvailableMemory() {
+                return Long.MAX_VALUE;
+            }
+
+            @Override
+            public void deallocate(long memory) {
+
+            }
+
+            @Override
+            public boolean allocate(long memory) {
+                return true;
+            }
+        };
+    }
+
+    @Override
+    public String getNodeId() {
+        return nodeId;
+    }
+
+    @Override
+    public Serializable getDistributedState() {
+        return distributedState;
+    }
+
+    @Override
+    public IHyracksRootContext getRootContext() {
+        return rootCtx;
+    }
+
+    @Override
+    public void setApplicationObject(Object object) {
+        this.appObject = object;
+    }
+
+    @Override
+    public Object getApplicationObject() {
+        return appObject;
+    }
+
+    @Override
+    public void setMessageBroker(IMessageBroker staticticsConnector) {
+    }
+
+    @Override
+    public IMessageBroker getMessageBroker() {
+        return null;
+    }
+
+    @Override
+    public IJobSerializerDeserializerContainer getJobSerializerDeserializerContainer() {
+        return null;
+    }
+
+    @Override
+    public IMemoryManager getMemoryManager() {
+        return mm;
+    }
+
+    @Override
+    public ThreadFactory getThreadFactory() {
+        return null;
+    }
+
+    @Override
+    public void setThreadFactory(ThreadFactory threadFactory) {
+    }
+
+    @Override
+    public ILifeCycleComponentManager getLifeCycleComponentManager() {
+        return lccm;
+    }
+
+    @Override
+    public void setStateDumpHandler(IStateDumpHandler handler) {
+    }
+
+    @Override
+    public IControllerService getControllerService() {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestRootContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestRootContext.java
new file mode 100644
index 0000000..3a5a6a8
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestRootContext.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.Executors;
+
+import org.apache.hyracks.api.client.NodeControllerInfo;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+
+public class TestRootContext implements IHyracksRootContext {
+    private IOManager ioManager;
+
+    public TestRootContext() throws HyracksException {
+        List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
+        devices.add(new IODeviceHandle(new File(System.getProperty("java.io.tmpdir")), "."));
+        ioManager = new IOManager(devices, Executors.newCachedThreadPool());
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return ioManager;
+    }
+
+    @Override
+    public Map<String, NodeControllerInfo> getNodeControllerInfos() throws Exception {
+        return null;
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java
new file mode 100644
index 0000000..482dccd
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerComponentHolder.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.common.api.IIndexLifecycleManager;
+import org.apache.hyracks.storage.am.common.dataflow.IndexLifecycleManager;
+import org.apache.hyracks.storage.common.buffercache.BufferCache;
+import org.apache.hyracks.storage.common.buffercache.ClockPageReplacementStrategy;
+import org.apache.hyracks.storage.common.buffercache.DelayPageCleanerPolicy;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import org.apache.hyracks.storage.common.buffercache.IPageReplacementStrategy;
+import org.apache.hyracks.storage.common.file.IFileMapManager;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepositoryFactory;
+import org.apache.hyracks.storage.common.file.ResourceIdFactory;
+import org.apache.hyracks.storage.common.file.ResourceIdFactoryProvider;
+import org.apache.hyracks.storage.common.file.TransientFileMapManager;
+import org.apache.hyracks.storage.common.file.TransientLocalResourceRepositoryFactory;
+
+public class TestStorageManagerComponentHolder {
+    private static IBufferCache bufferCache;
+    private static IFileMapProvider fileMapProvider;
+    private static IOManager ioManager;
+    private static ILocalResourceRepository localResourceRepository;
+    private static IIndexLifecycleManager lcManager;
+    private static ResourceIdFactory resourceIdFactory;
+
+    private static int pageSize;
+    private static int numPages;
+    private static int maxOpenFiles;
+    private final static ThreadFactory threadFactory = new ThreadFactory() {
+        public Thread newThread(Runnable r) {
+            return new Thread(r);
+        }
+    };
+
+    public static void init(int pageSize, int numPages, int maxOpenFiles) {
+        TestStorageManagerComponentHolder.pageSize = pageSize;
+        TestStorageManagerComponentHolder.numPages = numPages;
+        TestStorageManagerComponentHolder.maxOpenFiles = maxOpenFiles;
+        bufferCache = null;
+        fileMapProvider = null;
+        localResourceRepository = null;
+        lcManager = null;
+    }
+
+    public synchronized static IIndexLifecycleManager getIndexLifecycleManager(IHyracksTaskContext ctx) {
+        if (lcManager == null) {
+            lcManager = new IndexLifecycleManager();
+        }
+        return lcManager;
+    }
+
+    public synchronized static IBufferCache getBufferCache(IHyracksTaskContext ctx) {
+        if (bufferCache == null) {
+            ICacheMemoryAllocator allocator = new HeapBufferAllocator();
+            IPageReplacementStrategy prs = new ClockPageReplacementStrategy(allocator, pageSize, numPages);
+            IFileMapProvider fileMapProvider = getFileMapProvider(ctx);
+            bufferCache = new BufferCache(ctx.getIOManager(), prs, new DelayPageCleanerPolicy(1000),
+                    (IFileMapManager) fileMapProvider, maxOpenFiles, threadFactory);
+        }
+        return bufferCache;
+    }
+
+    public synchronized static IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
+        if (fileMapProvider == null) {
+            fileMapProvider = new TransientFileMapManager();
+        }
+        return fileMapProvider;
+    }
+
+    public synchronized static IOManager getIOManager() throws HyracksException {
+        if (ioManager == null) {
+            List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
+            devices.add(new IODeviceHandle(new File(System.getProperty("java.io.tmpdir")), "iodev_test_wa"));
+            ioManager = new IOManager(devices, Executors.newCachedThreadPool());
+        }
+        return ioManager;
+    }
+
+    public synchronized static ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        if (localResourceRepository == null) {
+            try {
+                ILocalResourceRepositoryFactory localResourceRepositoryFactory = new TransientLocalResourceRepositoryFactory();
+                localResourceRepository = localResourceRepositoryFactory.createRepository();
+            } catch (HyracksException e) {
+                //In order not to change the IStorageManagerInterface due to the test code, throw runtime exception.
+                throw new IllegalArgumentException();
+            }
+        }
+        return localResourceRepository;
+    }
+
+    public synchronized static ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+        if (resourceIdFactory == null) {
+            try {
+                ResourceIdFactoryProvider resourceIdFactoryFactory = new ResourceIdFactoryProvider(
+                        getLocalResourceRepository(ctx));
+                resourceIdFactory = resourceIdFactoryFactory.createResourceIdFactory();
+            } catch (HyracksException e) {
+                //In order not to change the IStorageManagerInterface due to the test code, throw runtime exception.
+                throw new IllegalArgumentException();
+            }
+        }
+        return resourceIdFactory;
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerInterface.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerInterface.java
new file mode 100644
index 0000000..e4f77fd
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestStorageManagerInterface.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.common.IStorageManagerInterface;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.storage.common.file.ILocalResourceRepository;
+import org.apache.hyracks.storage.common.file.ResourceIdFactory;
+
+public class TestStorageManagerInterface implements IStorageManagerInterface {
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IBufferCache getBufferCache(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getBufferCache(ctx);
+    }
+
+    @Override
+    public IFileMapProvider getFileMapProvider(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+    }
+
+    @Override
+    public ILocalResourceRepository getLocalResourceRepository(IHyracksTaskContext ctx) {
+        return TestStorageManagerComponentHolder.getLocalResourceRepository(ctx);
+    }
+
+	@Override
+	public ResourceIdFactory getResourceIdFactory(IHyracksTaskContext ctx) {
+		return TestStorageManagerComponentHolder.getResourceIdFactory(ctx);
+	}
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestTaskContext.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestTaskContext.java
new file mode 100644
index 0000000..ee2bff5
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestTaskContext.java
@@ -0,0 +1,158 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.io.Serializable;
+import java.nio.ByteBuffer;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.ExecutorService;
+
+import org.apache.hyracks.api.context.IHyracksJobletContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.state.IStateObject;
+import org.apache.hyracks.api.dataset.IDatasetPartitionManager;
+import org.apache.hyracks.api.deployment.DeploymentId;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.job.profiling.counters.ICounterContext;
+import org.apache.hyracks.api.resources.IDeallocatable;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.control.nc.io.WorkspaceFileFactory;
+
+public class TestTaskContext implements IHyracksTaskContext {
+    private final TestJobletContext jobletContext;
+    private final TaskAttemptId taskId;
+    private WorkspaceFileFactory fileFactory;
+
+    private Map<Object, IStateObject> stateObjectMap = new HashMap<>();
+
+    public TestTaskContext(TestJobletContext jobletContext, TaskAttemptId taskId) {
+        this.jobletContext = jobletContext;
+        this.taskId = taskId;
+        fileFactory = new WorkspaceFileFactory(this, (IOManager) getIOManager());
+    }
+
+    @Override
+    public ByteBuffer allocateFrame() throws HyracksDataException {
+        return jobletContext.allocateFrame();
+    }
+
+    @Override
+    public ByteBuffer allocateFrame(int bytes) throws HyracksDataException {
+        return jobletContext.allocateFrame(bytes);
+    }
+
+    @Override
+    public ByteBuffer reallocateFrame(ByteBuffer tobeDeallocate, int newSizeInBytes, boolean copyOldData)
+            throws HyracksDataException {
+        return jobletContext.reallocateFrame(tobeDeallocate, newSizeInBytes, copyOldData);
+
+    }
+
+    @Override
+    public void deallocateFrames(int bytes) {
+        jobletContext.deallocateFrames(bytes);
+    }
+
+    @Override
+    public int getInitialFrameSize() {
+        return jobletContext.getFrameSize();
+    }
+
+    @Override
+    public IIOManager getIOManager() {
+        return jobletContext.getIOManager();
+    }
+
+    @Override
+    public FileReference createManagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createManagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public FileReference createUnmanagedWorkspaceFile(String prefix) throws HyracksDataException {
+        return fileFactory.createUnmanagedWorkspaceFile(prefix);
+    }
+
+    @Override
+    public IHyracksJobletContext getJobletContext() {
+        return jobletContext;
+    }
+
+    @Override
+    public ICounterContext getCounterContext() {
+        return new CounterContext(jobletContext.getJobId() + "." + taskId);
+    }
+
+    @Override
+    public void registerDeallocatable(final IDeallocatable deallocatable) {
+        Runtime.getRuntime().addShutdownHook(new Thread() {
+            @Override
+            public void run() {
+                deallocatable.deallocate();
+            }
+        });
+    }
+
+    @Override
+    public TaskAttemptId getTaskAttemptId() {
+        return taskId;
+    }
+
+    @Override
+    public synchronized void setStateObject(IStateObject taskState) {
+        stateObjectMap.put(taskState.getId(), taskState);
+    }
+
+    @Override
+    public synchronized IStateObject getStateObject(Object id) {
+        return stateObjectMap.get(id);
+    }
+
+    @Override
+    public IDatasetPartitionManager getDatasetPartitionManager() {
+        return null;
+    }
+
+    @Override
+    public void sendApplicationMessageToCC(byte[] message, DeploymentId deploymentId) throws Exception {
+
+    }
+
+    @Override
+    public void sendApplicationMessageToCC(Serializable message, DeploymentId deploymentId) throws Exception {
+    }
+
+    @Override
+    public ExecutorService getExecutorService() {
+        return null;
+    }
+
+    @Override
+    public Object getSharedObject() {
+        return null;
+    }
+
+    @Override
+    public void setSharedObject(Object sharedObject) {
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestUtils.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestUtils.java
new file mode 100644
index 0000000..2a78e8b
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestUtils.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import org.apache.hyracks.api.application.INCApplicationContext;
+import org.apache.hyracks.api.context.IHyracksRootContext;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.ActivityId;
+import org.apache.hyracks.api.dataflow.OperatorDescriptorId;
+import org.apache.hyracks.api.dataflow.TaskAttemptId;
+import org.apache.hyracks.api.dataflow.TaskId;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.job.JobId;
+
+public class TestUtils {
+    public static IHyracksTaskContext create(int frameSize) {
+        try {
+            IHyracksRootContext rootCtx = new TestRootContext();
+            INCApplicationContext appCtx = new TestNCApplicationContext(rootCtx, null);
+            TestJobletContext jobletCtx = new TestJobletContext(frameSize, appCtx, new JobId(0));
+            TaskAttemptId tid = new TaskAttemptId(new TaskId(new ActivityId(new OperatorDescriptorId(0), 0), 0), 0);
+            IHyracksTaskContext taskCtx = new TestTaskContext(jobletCtx, tid);
+            return taskCtx;
+        } catch (HyracksException e) {
+            throw new RuntimeException(e);
+        }
+    }
+}
diff --git a/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestVirtualBufferCacheProvider.java b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestVirtualBufferCacheProvider.java
new file mode 100644
index 0000000..6c1775f
--- /dev/null
+++ b/hyracks/hyracks-test-support/src/main/java/org/apache/hyracks/test/support/TestVirtualBufferCacheProvider.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.test.support;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.dataflow.std.file.IFileSplitProvider;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCacheProvider;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+
+public class TestVirtualBufferCacheProvider implements IVirtualBufferCacheProvider {
+
+    private static final long serialVersionUID = 1L;
+
+    private final int pageSize;
+    private final int numPages;
+
+    public TestVirtualBufferCacheProvider(int pageSize, int numPages) {
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+    }
+
+    @Override
+    public List<IVirtualBufferCache> getVirtualBufferCaches(IHyracksTaskContext ctx, IFileSplitProvider fileSplitProvider) {
+        List<IVirtualBufferCache> vbcs = new ArrayList<IVirtualBufferCache>();
+        for (int i = 0; i < 2; i++) {
+            IVirtualBufferCache vbc = new VirtualBufferCache(new HeapBufferAllocator(), pageSize, numPages / 2);
+            vbcs.add(vbc);
+        }
+        return vbcs;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
new file mode 100644
index 0000000..4273f3a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/pom.xml
@@ -0,0 +1,62 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-bloomfilter-test</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-bloomfilter</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/BloomFilterTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/BloomFilterTest.java
new file mode 100644
index 0000000..80a69c4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/BloomFilterTest.java
@@ -0,0 +1,171 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter;
+
+import java.util.ArrayList;
+import java.util.Random;
+import java.util.TreeSet;
+import java.util.logging.Level;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomCalculations;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilter;
+import org.apache.hyracks.storage.am.bloomfilter.impls.BloomFilterSpecification;
+import org.apache.hyracks.storage.am.bloomfilter.util.AbstractBloomFilterTest;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+@SuppressWarnings("rawtypes")
+public class BloomFilterTest extends AbstractBloomFilterTest {
+    private final Random rnd = new Random(50);
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+    }
+
+    @Test
+    public void singleFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING BLOOM FILTER");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        int numElements = 100;
+        int[] keyFields = { 0 };
+
+        BloomFilter bf = new BloomFilter(bufferCache, harness.getFileMapProvider(), harness.getFileReference(),
+                keyFields);
+
+        double acceptanleFalsePositiveRate = 0.1;
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                acceptanleFalsePositiveRate);
+
+        bf.create();
+        bf.activate();
+        IIndexBulkLoader builder = bf.createBuilder(numElements, bloomFilterSpec.getNumHashes(),
+                bloomFilterSpec.getNumBucketsPerElements());
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        // generate keys
+        int maxKey = 1000;
+        TreeSet<Integer> uniqueKeys = new TreeSet<Integer>();
+        ArrayList<Integer> keys = new ArrayList<Integer>();
+        while (uniqueKeys.size() < numElements) {
+            int key = rnd.nextInt() % maxKey;
+            uniqueKeys.add(key);
+        }
+        for (Integer i : uniqueKeys) {
+            keys.add(i);
+        }
+
+        // Insert tuples in the bloom filter
+        for (int i = 0; i < keys.size(); ++i) {
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            builder.add(tuple);
+        }
+        builder.end();
+
+        // Check all the inserted tuples can be found.
+
+        long[] hashes = new long[2];
+        for (int i = 0; i < keys.size(); ++i) {
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            Assert.assertTrue(bf.contains(tuple, hashes));
+        }
+
+        bf.deactivate();
+        bf.destroy();
+    }
+
+    @Test
+    public void multiFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING BLOOM FILTER");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        int numElements = 10000;
+        int[] keyFields = { 2, 4, 1 };
+
+        BloomFilter bf = new BloomFilter(bufferCache, harness.getFileMapProvider(), harness.getFileReference(),
+                keyFields);
+
+        double acceptanleFalsePositiveRate = 0.1;
+        int maxBucketsPerElement = BloomCalculations.maxBucketsPerElement(numElements);
+        BloomFilterSpecification bloomFilterSpec = BloomCalculations.computeBloomSpec(maxBucketsPerElement,
+                acceptanleFalsePositiveRate);
+
+        bf.create();
+        bf.activate();
+        IIndexBulkLoader builder = bf.createBuilder(numElements, bloomFilterSpec.getNumHashes(),
+                bloomFilterSpec.getNumBucketsPerElements());
+
+        int fieldCount = 5;
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        int maxLength = 20;
+        ArrayList<String> s1 = new ArrayList<String>();
+        ArrayList<String> s2 = new ArrayList<String>();
+        ArrayList<String> s3 = new ArrayList<String>();
+        ArrayList<String> s4 = new ArrayList<String>();
+        for (int i = 0; i < numElements; ++i) {
+            s1.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s2.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s3.add(randomString(rnd.nextInt() % maxLength, rnd));
+            s4.add(randomString(rnd.nextInt() % maxLength, rnd));
+        }
+
+        for (int i = 0; i < numElements; ++i) {
+            TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1.get(i), s2.get(i), i, s3.get(i), s4.get(i));
+            builder.add(tuple);
+        }
+        builder.end();
+
+        long[] hashes = new long[2];
+        for (int i = 0; i < numElements; ++i) {
+            TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1.get(i), s2.get(i), i, s3.get(i), s4.get(i));
+            Assert.assertTrue(bf.contains(tuple, hashes));
+        }
+
+        bf.deactivate();
+        bf.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java
new file mode 100644
index 0000000..3284f8d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/MurmurHashForITupleReferenceTest.java
@@ -0,0 +1,300 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter;
+
+import java.nio.ByteBuffer;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.bloomfilter.impls.MurmurHash128Bit;
+import org.apache.hyracks.storage.am.bloomfilter.util.AbstractBloomFilterTest;
+
+@SuppressWarnings("rawtypes")
+public class MurmurHashForITupleReferenceTest extends AbstractBloomFilterTest {
+    private final static int NUM_LONG_VARS_FOR_128_BIT_HASH = 2;
+    private final static int DUMMY_FIELD = 0;
+    private final Random rnd = new Random(50);
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+    }
+
+    @Test
+    public void murmurhashONEIntegerFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH ONE INTEGER FIELD");
+        }
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(tupleBuilder, tuple, rnd.nextInt());
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+        int keyFields[] = { 0 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        ByteBuffer buffer;
+        byte[] array = new byte[length];
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashTwoIntegerFieldsTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH TWO INTEGER FIELDS");
+        }
+
+        int fieldCount = 2;
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(tupleBuilder, tuple, rnd.nextInt(), rnd.nextInt());
+        tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+        int keyFields[] = { 0, 1 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        ByteBuffer buffer;
+        byte[] array = new byte[length];
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashOneStringFieldTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH ONE STRING FIELD");
+        }
+
+        int fieldCount = 2;
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer() };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        String s = randomString(100, rnd);
+        TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s);
+
+        int keyFields[] = { 0 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        byte[] array = new byte[length];
+        ByteBuffer buffer;
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    @Test
+    public void murmurhashThreeStringFieldsTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING MURMUR HASH THREE STRING FIELDS");
+        }
+
+        int fieldCount = 3;
+        ISerializerDeserializer[] fieldSerdes = { new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer() };
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        String s1 = randomString(40, rnd);
+        String s2 = randomString(60, rnd);
+        String s3 = randomString(20, rnd);
+        TupleUtils.createTuple(tupleBuilder, tuple, fieldSerdes, s1, s2, s3);
+
+        int keyFields[] = { 2, 0, 1 };
+        int length = getTupleSize(tuple, keyFields);
+
+        long actuals[] = new long[NUM_LONG_VARS_FOR_128_BIT_HASH];
+        MurmurHash128Bit.hash3_x64_128(tuple, keyFields, 0L, actuals);
+
+        byte[] array = new byte[length];
+        ByteBuffer buffer;
+        fillArrayWithData(array, keyFields, tuple, length);
+        buffer = ByteBuffer.wrap(array);
+
+        long[] expecteds = hash3_x64_128(buffer, 0, length, 0L);
+        Assert.assertArrayEquals(expecteds, actuals);
+    }
+
+    private void fillArrayWithData(byte[] array, int[] keyFields, ITupleReference tuple, int length) {
+        int currentFieldIndex = 0;
+        int bytePos = 0;
+        for (int i = 0; i < length; ++i) {
+            array[i] = tuple.getFieldData(DUMMY_FIELD)[tuple.getFieldStart(keyFields[currentFieldIndex]) + bytePos];
+            ++bytePos;
+            if (tuple.getFieldLength(keyFields[currentFieldIndex]) == bytePos) {
+                ++currentFieldIndex;
+                bytePos = 0;
+            }
+        }
+    }
+
+    private int getTupleSize(ITupleReference tuple, int[] keyFields) {
+        int length = 0;
+        for (int i = 0; i < keyFields.length; ++i) {
+            length += tuple.getFieldLength(keyFields[i]);
+        }
+        return length;
+    }
+
+    /**
+     * The hash3_x64_128 and getblock functions are borrowed from cassandra source code for testing purpose
+     **/
+    protected static long getblock(ByteBuffer key, int offset, int index) {
+        int i_8 = index << 3;
+        int blockOffset = offset + i_8;
+        return ((long) key.get(blockOffset + 0) & 0xff) + (((long) key.get(blockOffset + 1) & 0xff) << 8)
+                + (((long) key.get(blockOffset + 2) & 0xff) << 16) + (((long) key.get(blockOffset + 3) & 0xff) << 24)
+                + (((long) key.get(blockOffset + 4) & 0xff) << 32) + (((long) key.get(blockOffset + 5) & 0xff) << 40)
+                + (((long) key.get(blockOffset + 6) & 0xff) << 48) + (((long) key.get(blockOffset + 7) & 0xff) << 56);
+    }
+
+    public static long[] hash3_x64_128(ByteBuffer key, int offset, int length, long seed) {
+        final int nblocks = length >> 4; // Process as 128-bit blocks.
+
+        long h1 = seed;
+        long h2 = seed;
+
+        long c1 = 0x87c37b91114253d5L;
+        long c2 = 0x4cf5ad432745937fL;
+
+        //----------
+        // body
+
+        for (int i = 0; i < nblocks; i++) {
+            long k1 = getblock(key, offset, i * 2 + 0);
+            long k2 = getblock(key, offset, i * 2 + 1);
+
+            k1 *= c1;
+            k1 = MurmurHash128Bit.rotl64(k1, 31);
+            k1 *= c2;
+            h1 ^= k1;
+
+            h1 = MurmurHash128Bit.rotl64(h1, 27);
+            h1 += h2;
+            h1 = h1 * 5 + 0x52dce729;
+
+            k2 *= c2;
+            k2 = MurmurHash128Bit.rotl64(k2, 33);
+            k2 *= c1;
+            h2 ^= k2;
+
+            h2 = MurmurHash128Bit.rotl64(h2, 31);
+            h2 += h1;
+            h2 = h2 * 5 + 0x38495ab5;
+        }
+
+        //----------
+        // tail
+
+        // Advance offset to the unprocessed tail of the data.
+        offset += nblocks * 16;
+
+        long k1 = 0;
+        long k2 = 0;
+
+        switch (length & 15) {
+            case 15:
+                k2 ^= ((long) key.get(offset + 14)) << 48;
+            case 14:
+                k2 ^= ((long) key.get(offset + 13)) << 40;
+            case 13:
+                k2 ^= ((long) key.get(offset + 12)) << 32;
+            case 12:
+                k2 ^= ((long) key.get(offset + 11)) << 24;
+            case 11:
+                k2 ^= ((long) key.get(offset + 10)) << 16;
+            case 10:
+                k2 ^= ((long) key.get(offset + 9)) << 8;
+            case 9:
+                k2 ^= ((long) key.get(offset + 8)) << 0;
+                k2 *= c2;
+                k2 = MurmurHash128Bit.rotl64(k2, 33);
+                k2 *= c1;
+                h2 ^= k2;
+
+            case 8:
+                k1 ^= ((long) key.get(offset + 7)) << 56;
+            case 7:
+                k1 ^= ((long) key.get(offset + 6)) << 48;
+            case 6:
+                k1 ^= ((long) key.get(offset + 5)) << 40;
+            case 5:
+                k1 ^= ((long) key.get(offset + 4)) << 32;
+            case 4:
+                k1 ^= ((long) key.get(offset + 3)) << 24;
+            case 3:
+                k1 ^= ((long) key.get(offset + 2)) << 16;
+            case 2:
+                k1 ^= ((long) key.get(offset + 1)) << 8;
+            case 1:
+                k1 ^= ((long) key.get(offset));
+                k1 *= c1;
+                k1 = MurmurHash128Bit.rotl64(k1, 31);
+                k1 *= c2;
+                h1 ^= k1;
+        };
+
+        //----------
+        // finalization
+
+        h1 ^= length;
+        h2 ^= length;
+
+        h1 += h2;
+        h2 += h1;
+
+        h1 = MurmurHash128Bit.fmix(h1);
+        h2 = MurmurHash128Bit.fmix(h2);
+
+        h1 += h2;
+        h2 += h1;
+
+        return (new long[] { h1, h2 });
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java
new file mode 100644
index 0000000..fdcd96b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/AbstractBloomFilterTest.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.util;
+
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractBloomFilterTest {
+    protected final Logger LOGGER = Logger.getLogger(BloomFilterTestHarness.class.getName());
+
+    protected final BloomFilterTestHarness harness;
+
+    public AbstractBloomFilterTest() {
+        harness = new BloomFilterTestHarness();
+    }
+
+    public AbstractBloomFilterTest(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        harness = new BloomFilterTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    public static String randomString(int length, Random random) {
+        char[] chars = "abcdefghijklmnopqrstuvwxyz".toCharArray();
+        StringBuilder strBuilder = new StringBuilder();
+        for (int i = 0; i < length; ++i) {
+            char c = chars[random.nextInt(chars.length)];
+            strBuilder.append(c);
+        }
+        return strBuilder.toString();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java
new file mode 100644
index 0000000..ffec98c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-bloomfilter-test/src/test/java/org/apache/hyracks/storage/am/bloomfilter/util/BloomFilterTestHarness.java
@@ -0,0 +1,124 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.bloomfilter.util;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class BloomFilterTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int pageSize;
+    protected final int numPages;
+    protected final int maxOpenFiles;
+    protected final int hyracksFrameSize;
+
+    protected IHyracksTaskContext ctx;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected FileReference file;
+
+    protected final Random rnd = new Random();
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final String sep = System.getProperty("file.separator");
+    protected String fileName;
+
+    public BloomFilterTestHarness() {
+        this.pageSize = AccessMethodTestsConfig.BLOOM_FILTER_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.BLOOM_FILTER_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.BLOOM_FILTER_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.BLOOM_FILTER_HYRACKS_FRAME_SIZE;
+    }
+
+    public BloomFilterTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+        this.maxOpenFiles = maxOpenFiles;
+        this.hyracksFrameSize = hyracksFrameSize;
+    }
+
+    public void setUp() throws HyracksDataException {
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        file = new FileReference(new File(fileName));
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        bufferCache.close();
+        file.delete();
+    }
+
+    public IHyracksTaskContext getHyracksTaskContext() {
+        return ctx;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public String getFileName() {
+        return fileName;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    public int getNumPages() {
+        return numPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public int getMaxOpenFiles() {
+        return maxOpenFiles;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
new file mode 100644
index 0000000..ef4ffb1
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/pom.xml
@@ -0,0 +1,63 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-btree-test</artifactId>
+  <name>hyracks-storage-am-btree-test</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <build>
+   <plugins>
+     <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+   </plugins>
+  </build>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeBulkLoadTest.java
new file mode 100644
index 0000000..b66c4d9
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeBulkLoadTest.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+public class BTreeBulkLoadTest extends OrderedIndexBulkLoadTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    public BTreeBulkLoadTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST, 1);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeDeleteTest.java
new file mode 100644
index 0000000..5f0cd97
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeDeleteTest.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+public class BTreeDeleteTest extends OrderedIndexDeleteTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    public BTreeDeleteTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java
new file mode 100644
index 0000000..ee0c686
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeExamplesTest.java
@@ -0,0 +1,54 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+
+public class BTreeExamplesTest extends OrderedIndexExamplesTest {
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] btreeFields, int[] filterFields) throws TreeIndexException {
+        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits, cmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference());
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeInsertTest.java
new file mode 100644
index 0000000..2b1f4dc
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeInsertTest.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+/**
+ * Tests the BTree insert operation with strings and integer fields using
+ * various numbers of key and payload fields. Each tests first fills a BTree with
+ * randomly generated tuples. We compare the following operations against expected results:
+ *      1) Point searches for all tuples
+ *      2) Ordered scan
+ *      3) Disk-order scan
+ *      4) Range search (and prefix search for composite keys)
+ */
+public class BTreeInsertTest extends OrderedIndexInsertTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    public BTreeInsertTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeLifecycleTest.java
new file mode 100644
index 0000000..faa381a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeLifecycleTest.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+
+public class BTreeLifecycleTest extends AbstractIndexLifecycleTest {
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+    private final TreeIndexTestUtils titu = new OrderedIndexTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+
+    private ITreeIndexFrame frame = null;
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, fieldSerdes.length, BTreeLeafFrameType.REGULAR_NSM);
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws HyracksDataException {
+        try {
+            testCtx.getIndex().deactivate();
+        } catch (Exception e) {
+        } finally {
+            testCtx.getIndex().destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected boolean persistentStateExists() {
+        return harness.getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws HyracksDataException {
+        BTree btree = (BTree) testCtx.getIndex();
+        if (frame == null) {
+            frame = btree.getInteriorFrameFactory().createFrame();
+        }
+        return btree.isEmptyTree(frame);
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
new file mode 100644
index 0000000..85379dc
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeModificationOperationCallbackTest.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+
+public class BTreeModificationOperationCallbackTest extends AbstractModificationOperationCallbackTest {
+    private final BTreeTestHarness harness;
+
+    public BTreeModificationOperationCallbackTest() {
+        harness = new BTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
+                harness.getFileReference());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java
new file mode 100644
index 0000000..15d63f6
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchCursorTest.java
@@ -0,0 +1,430 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Random;
+import java.util.TreeSet;
+import java.util.logging.Level;
+
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class BTreeSearchCursorTest extends AbstractBTreeTest {
+    private final int fieldCount = 2;
+    private final ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+    private final TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+    private final ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+    private final Random rnd = new Random(50);
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+    }
+
+    @Test
+    public void uniqueIndexTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING RANGE SEARCH CURSOR ON UNIQUE INDEX");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        // declare keys
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+        IBTreeInteriorFrame interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
+
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        // generate keys
+        int numKeys = 50;
+        int maxKey = 1000;
+        TreeSet<Integer> uniqueKeys = new TreeSet<Integer>();
+        ArrayList<Integer> keys = new ArrayList<Integer>();
+        while (uniqueKeys.size() < numKeys) {
+            int key = rnd.nextInt() % maxKey;
+            uniqueKeys.add(key);
+        }
+        for (Integer i : uniqueKeys) {
+            keys.add(i);
+        }
+
+        // insert keys into btree
+        for (int i = 0; i < keys.size(); i++) {
+
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+            try {
+                indexAccessor.insert(tuple);
+            } catch (BTreeException e) {
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+
+        int minSearchKey = -100;
+        int maxSearchKey = 100;
+
+        // forward searches
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+
+        btree.deactivate();
+        btree.destroy();
+    }
+
+    @Test
+    public void nonUniqueIndexTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING RANGE SEARCH CURSOR ON NONUNIQUE INDEX");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        // declare keys
+        int keyFieldCount = 2;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+        IBTreeInteriorFrame interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
+
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        // generate keys
+        int numKeys = 50;
+        int maxKey = 10;
+        ArrayList<Integer> keys = new ArrayList<Integer>();
+        for (int i = 0; i < numKeys; i++) {
+            int k = rnd.nextInt() % maxKey;
+            keys.add(k);
+        }
+        Collections.sort(keys);
+
+        // insert keys into btree
+        for (int i = 0; i < keys.size(); i++) {
+
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+            try {
+                indexAccessor.insert(tuple);
+            } catch (BTreeException e) {
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+
+        int minSearchKey = -100;
+        int maxSearchKey = 100;
+
+        // forward searches
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+
+        btree.deactivate();
+        btree.destroy();
+    }
+
+    @Test
+    public void nonUniqueFieldPrefixIndexTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING RANGE SEARCH CURSOR ON NONUNIQUE FIELD-PREFIX COMPRESSED INDEX");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        // declare keys
+        int keyFieldCount = 2;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+        IBTreeInteriorFrame interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
+
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        // generate keys
+        int numKeys = 50;
+        int maxKey = 10;
+        ArrayList<Integer> keys = new ArrayList<Integer>();
+        for (int i = 0; i < numKeys; i++) {
+            int k = rnd.nextInt() % maxKey;
+            keys.add(k);
+        }
+        Collections.sort(keys);
+
+        // insert keys into btree
+        for (int i = 0; i < keys.size(); i++) {
+
+            TupleUtils.createIntegerTuple(tupleBuilder, tuple, keys.get(i), i);
+            tuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+
+            try {
+                indexAccessor.insert(tuple);
+            } catch (BTreeException e) {
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+
+        int minSearchKey = -100;
+        int maxSearchKey = 100;
+
+        // forward searches
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, false,
+                true, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                false, false));
+        Assert.assertTrue(performSearches(keys, btree, leafFrame, interiorFrame, minSearchKey, maxSearchKey, true,
+                true, false));
+
+        btree.deactivate();
+        btree.destroy();
+    }
+
+    public RangePredicate createRangePredicate(int lk, int hk, boolean lowKeyInclusive, boolean highKeyInclusive)
+            throws HyracksDataException {
+
+        // create tuplereferences for search keys
+        ITupleReference lowKey = TupleUtils.createIntegerTuple(lk);
+        ITupleReference highKey = TupleUtils.createIntegerTuple(hk);
+
+        IBinaryComparator[] searchCmps = new IBinaryComparator[1];
+        searchCmps[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator();
+        MultiComparator searchCmp = new MultiComparator(searchCmps);
+
+        RangePredicate rangePred = new RangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive, searchCmp,
+                searchCmp);
+        return rangePred;
+    }
+
+    public void getExpectedResults(ArrayList<Integer> expectedResults, ArrayList<Integer> keys, int lk, int hk,
+            boolean lowKeyInclusive, boolean highKeyInclusive) {
+
+        // special cases
+        if (lk == hk && (!lowKeyInclusive || !highKeyInclusive))
+            return;
+        if (lk > hk)
+            return;
+
+        for (int i = 0; i < keys.size(); i++) {
+            if ((lk == keys.get(i) && lowKeyInclusive) || (hk == keys.get(i) && highKeyInclusive)) {
+                expectedResults.add(keys.get(i));
+                continue;
+            }
+
+            if (lk < keys.get(i) && hk > keys.get(i)) {
+                expectedResults.add(keys.get(i));
+                continue;
+            }
+        }
+    }
+
+    public boolean performSearches(ArrayList<Integer> keys, BTree btree, IBTreeLeafFrame leafFrame,
+            IBTreeInteriorFrame interiorFrame, int minKey, int maxKey, boolean lowKeyInclusive,
+            boolean highKeyInclusive, boolean printExpectedResults) throws Exception {
+
+        ArrayList<Integer> results = new ArrayList<Integer>();
+        ArrayList<Integer> expectedResults = new ArrayList<Integer>();
+
+        for (int i = minKey; i < maxKey; i++) {
+            for (int j = minKey; j < maxKey; j++) {
+
+                results.clear();
+                expectedResults.clear();
+
+                int lowKey = i;
+                int highKey = j;
+
+                ITreeIndexCursor rangeCursor = new BTreeRangeSearchCursor(leafFrame, false);
+                RangePredicate rangePred = createRangePredicate(lowKey, highKey, lowKeyInclusive, highKeyInclusive);
+                ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                        TestOperationCallback.INSTANCE);
+                indexAccessor.search(rangeCursor, rangePred);
+
+                try {
+                    while (rangeCursor.hasNext()) {
+                        rangeCursor.next();
+                        ITupleReference frameTuple = rangeCursor.getTuple();
+                        ByteArrayInputStream inStream = new ByteArrayInputStream(frameTuple.getFieldData(0),
+                                frameTuple.getFieldStart(0), frameTuple.getFieldLength(0));
+                        DataInput dataIn = new DataInputStream(inStream);
+                        Integer res = IntegerSerializerDeserializer.INSTANCE.deserialize(dataIn);
+                        results.add(res);
+                    }
+                } catch (Exception e) {
+                    e.printStackTrace();
+                } finally {
+                    rangeCursor.close();
+                }
+
+                getExpectedResults(expectedResults, keys, lowKey, highKey, lowKeyInclusive, highKeyInclusive);
+
+                if (printExpectedResults) {
+                    if (expectedResults.size() > 0) {
+                        char l, u;
+
+                        if (lowKeyInclusive)
+                            l = '[';
+                        else
+                            l = '(';
+
+                        if (highKeyInclusive)
+                            u = ']';
+                        else
+                            u = ')';
+
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info("RANGE: " + l + " " + lowKey + " , " + highKey + " " + u);
+                        }
+                        StringBuilder strBuilder = new StringBuilder();
+                        for (Integer r : expectedResults) {
+                            strBuilder.append(r + " ");
+                        }
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info(strBuilder.toString());
+                        }
+                    }
+                }
+
+                if (results.size() == expectedResults.size()) {
+                    for (int k = 0; k < results.size(); k++) {
+                        if (!results.get(k).equals(expectedResults.get(k))) {
+                            if (LOGGER.isLoggable(Level.INFO)) {
+                                LOGGER.info("DIFFERENT RESULTS AT: i=" + i + " j=" + j + " k=" + k);
+                                LOGGER.info(results.get(k) + " " + expectedResults.get(k));
+                            }
+                            return false;
+                        }
+                    }
+                } else {
+                    if (LOGGER.isLoggable(Level.INFO)) {
+                        LOGGER.info("UNEQUAL NUMBER OF RESULTS AT: i=" + i + " j=" + j);
+                        LOGGER.info("RESULTS: " + results.size());
+                        LOGGER.info("EXPECTED RESULTS: " + expectedResults.size());
+                    }
+                    return false;
+                }
+            }
+        }
+
+        return true;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
new file mode 100644
index 0000000..24eec50
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSearchOperationCallbackTest.java
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+
+public class BTreeSearchOperationCallbackTest extends AbstractSearchOperationCallbackTest {
+    private final BTreeTestHarness harness;
+
+    public BTreeSearchOperationCallbackTest() {
+        harness = new BTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), BTreeLeafFrameType.REGULAR_NSM,
+                harness.getFileReference());
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSortedInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSortedInsertTest.java
new file mode 100644
index 0000000..24b6025
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeSortedInsertTest.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+/**
+ * Tests the BTree insert operation with sorted stream of strings and integer fields using
+ * various numbers of key and payload fields. Each tests first fills a BTree with
+ * randomly generated tuples. We compare the following operations against expected results:
+ * 1) Point searches for all tuples
+ * 2) Ordered scan
+ * 3) Disk-order scan
+ * 4) Range search (and prefix search for composite keys)
+ */
+public class BTreeSortedInsertTest extends OrderedIndexSortedInsertTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    public BTreeSortedInsertTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java
new file mode 100644
index 0000000..4049185
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeStatsTest.java
@@ -0,0 +1,176 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import java.io.DataOutput;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.apache.hyracks.storage.am.common.api.*;
+import org.junit.Test;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.api.IBTreeInteriorFrame;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.common.util.TreeIndexBufferCacheWarmup;
+import org.apache.hyracks.storage.am.common.util.TreeIndexStats;
+import org.apache.hyracks.storage.am.common.util.TreeIndexStatsGatherer;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+@SuppressWarnings("rawtypes")
+public class BTreeStatsTest extends AbstractBTreeTest {
+    private static final int PAGE_SIZE = 4096;
+    private static final int NUM_PAGES = 1000;
+    private static final int MAX_OPEN_FILES = 10;
+    private static final int HYRACKS_FRAME_SIZE = 128;
+
+    private final IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+    @Test
+    public void test01() throws Exception {
+
+        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
+        IBufferCache bufferCache = harness.getBufferCache();
+        IFileMapProvider fmp = harness.getFileMapProvider();
+
+        // declare fields
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // declare keys
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+        IBTreeInteriorFrame interiorFrame = (IBTreeInteriorFrame) interiorFrameFactory.createFrame();
+        ITreeIndexMetaDataFrame metaFrame = metaFrameFactory.createFrame();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+
+        BTree btree = new BTree(bufferCache, fmp, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
+
+        Random rnd = new Random();
+        rnd.setSeed(50);
+
+        long start = System.currentTimeMillis();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("INSERTING INTO TREE");
+        }
+
+        IFrame frame = new VSizeFrame(ctx);
+        FrameTupleAppender appender = new FrameTupleAppender();
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        DataOutput dos = tb.getDataOutput();
+
+        ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        RecordDescriptor recDesc = new RecordDescriptor(recDescSers);
+        IFrameTupleAccessor accessor = new FrameTupleAccessor(recDesc);
+        accessor.reset(frame.getBuffer());
+        FrameTupleReference tuple = new FrameTupleReference();
+
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        // 10000
+        for (int i = 0; i < 100000; i++) {
+
+            int f0 = rnd.nextInt() % 100000;
+            int f1 = 5;
+
+            tb.reset();
+            IntegerSerializerDeserializer.INSTANCE.serialize(f0, dos);
+            tb.addFieldEndOffset();
+            IntegerSerializerDeserializer.INSTANCE.serialize(f1, dos);
+            tb.addFieldEndOffset();
+
+            appender.reset(frame, true);
+            appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
+
+            tuple.reset(accessor, 0);
+
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 10000 == 0) {
+                    long end = System.currentTimeMillis();
+                    LOGGER.info("INSERTING " + i + " : " + f0 + " " + f1 + " " + (end - start));
+                }
+            }
+
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+
+        int fileId = fmp.lookupFileId(harness.getFileReference());
+        TreeIndexStatsGatherer statsGatherer = new TreeIndexStatsGatherer(bufferCache, freePageManager, fileId,
+                btree.getRootPageId());
+        TreeIndexStats stats = statsGatherer.gatherStats(leafFrame, interiorFrame, metaFrame);
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("\n" + stats.toString());
+        }
+
+        TreeIndexBufferCacheWarmup bufferCacheWarmup = new TreeIndexBufferCacheWarmup(bufferCache, freePageManager,
+                fileId);
+        bufferCacheWarmup.warmup(leafFrame, metaFrame, new int[] { 1, 2 }, new int[] { 2, 5 });
+
+        btree.deactivate();
+        btree.destroy();
+        bufferCache.close();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
new file mode 100644
index 0000000..40fc0ef
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateSearchTest.java
@@ -0,0 +1,170 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class BTreeUpdateSearchTest extends AbstractBTreeTest {
+
+    // Update scan test on fixed-length tuples.
+    @Test
+    public void test01() throws Exception {
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        // declare fields
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+
+        // declare keys
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        @SuppressWarnings("rawtypes")
+        ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) leafFrameFactory.createFrame();
+
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+        BTree btree = new BTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        btree.create();
+        btree.activate();
+
+        Random rnd = new Random();
+        rnd.setSeed(50);
+
+        long start = System.currentTimeMillis();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("INSERTING INTO TREE");
+        }
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference insertTuple = new ArrayTupleReference();
+        ITreeIndexAccessor indexAccessor = btree.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            int f0 = rnd.nextInt() % 10000;
+            int f1 = 5;
+            TupleUtils.createIntegerTuple(tb, insertTuple, f0, f1);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 10000 == 0) {
+                    long end = System.currentTimeMillis();
+                    LOGGER.info("INSERTING " + i + " : " + f0 + " " + f1 + " " + (end - start));
+                }
+            }
+
+            try {
+                indexAccessor.insert(insertTuple);
+            } catch (TreeIndexException e) {
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+        long end = System.currentTimeMillis();
+        long duration = end - start;
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("DURATION: " + duration);
+        }
+
+        // Update scan.
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("UPDATE SCAN:");
+        }
+        // Set the cursor to X latch nodes.
+        ITreeIndexCursor updateScanCursor = new BTreeRangeSearchCursor(leafFrame, true);
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        indexAccessor.search(updateScanCursor, nullPred);
+        try {
+            while (updateScanCursor.hasNext()) {
+                updateScanCursor.next();
+                ITupleReference tuple = updateScanCursor.getTuple();
+                // Change the value field.
+                IntegerPointable.setInteger(tuple.getFieldData(1), tuple.getFieldStart(1), 10);
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        } finally {
+            updateScanCursor.close();
+        }
+
+        // Ordered scan to verify the values.
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("ORDERED SCAN:");
+        }
+        // Set the cursor to X latch nodes.
+        ITreeIndexCursor scanCursor = new BTreeRangeSearchCursor(leafFrame, true);
+        indexAccessor.search(scanCursor, nullPred);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                ITupleReference tuple = scanCursor.getTuple();
+                String rec = TupleUtils.printTuple(tuple, recDescSers);
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(rec);
+                }
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+        } finally {
+            scanCursor.close();
+        }
+        btree.deactivate();
+        btree.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateTest.java
new file mode 100644
index 0000000..c2d54fb
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpdateTest.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+public class BTreeUpdateTest extends OrderedIndexUpdateTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    public BTreeUpdateTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpsertTest.java
new file mode 100644
index 0000000..e19a618
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/BTreeUpsertTest.java
@@ -0,0 +1,72 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestContext;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+
+/**
+ * Tests the BTree insert operation with strings and integer fields using
+ * various numbers of key and payload fields. Each tests first fills a BTree with
+ * randomly generated tuples. We compare the following operations against expected results:
+ *      1) Point searches for all tuples
+ *      2) Ordered scan
+ *      3) Disk-order scan
+ *      4) Range search (and prefix search for composite keys)
+ */
+public class BTreeUpsertTest extends OrderedIndexUpsertTest {
+
+    public BTreeUpsertTest() {
+        super(BTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return BTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, numKeys, leafType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java
new file mode 100644
index 0000000..d47b114
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/FieldPrefixNSMTest.java
@@ -0,0 +1,237 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.io.DataOutput;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.hyracks.api.comm.IFrame;
+import org.apache.hyracks.api.comm.IFrameTupleAccessor;
+import org.apache.hyracks.api.comm.VSizeFrame;
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparator;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.dataflow.value.RecordDescriptor;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
+import org.apache.hyracks.dataflow.common.comm.io.FrameTupleAppender;
+import org.apache.hyracks.dataflow.common.data.accessors.FrameTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeFieldPrefixNSMLeafFrame;
+import org.apache.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexTupleWriter;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.util.TreeIndexUtils;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class FieldPrefixNSMTest extends AbstractBTreeTest {
+
+    private static final int PAGE_SIZE = 32768;
+    private static final int NUM_PAGES = 40;
+    private static final int MAX_OPEN_FILES = 10;
+    private static final int HYRACKS_FRAME_SIZE = 128;
+
+    public FieldPrefixNSMTest() {
+        super(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES, HYRACKS_FRAME_SIZE);
+    }
+
+    private ITupleReference createTuple(IHyracksTaskContext ctx, int f0, int f1, int f2, boolean print)
+            throws HyracksDataException {
+        if (print) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("CREATING: " + f0 + " " + f1 + " " + f2);
+            }
+        }
+
+        IFrame buf = new VSizeFrame(ctx);
+        FrameTupleAppender appender = new FrameTupleAppender(buf);
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(3);
+        DataOutput dos = tb.getDataOutput();
+
+        @SuppressWarnings("rawtypes")
+        ISerializerDeserializer[] recDescSers = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        RecordDescriptor recDesc = new RecordDescriptor(recDescSers);
+        IFrameTupleAccessor accessor = new FrameTupleAccessor(recDesc);
+        accessor.reset(buf.getBuffer());
+        FrameTupleReference tuple = new FrameTupleReference();
+
+        tb.reset();
+        IntegerSerializerDeserializer.INSTANCE.serialize(f0, dos);
+        tb.addFieldEndOffset();
+        IntegerSerializerDeserializer.INSTANCE.serialize(f1, dos);
+        tb.addFieldEndOffset();
+        IntegerSerializerDeserializer.INSTANCE.serialize(f2, dos);
+        tb.addFieldEndOffset();
+
+        appender.reset(buf, true);
+        appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
+
+        tuple.reset(accessor, 0);
+
+        return tuple;
+    }
+
+    @Test
+    public void test01() throws Exception {
+
+        // declare fields
+        int fieldCount = 3;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+
+        // declare keys
+        int keyFieldCount = 3;
+        IBinaryComparator[] cmps = new IBinaryComparator[keyFieldCount];
+        cmps[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator();
+        cmps[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator();
+        cmps[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY).createBinaryComparator();
+        MultiComparator cmp = new MultiComparator(cmps);
+
+        // just for printing
+        @SuppressWarnings("rawtypes")
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        Random rnd = new Random();
+        rnd.setSeed(50);
+
+        IBufferCache bufferCache = harness.getBufferCache();
+        IFileMapProvider fileMapProvider = harness.getFileMapProvider();
+        bufferCache.createFile(harness.getFileReference());
+        int btreeFileId = fileMapProvider.lookupFileId(harness.getFileReference());
+        bufferCache.openFile(btreeFileId);
+        IHyracksTaskContext ctx = harness.getHyracksTaskContext();
+        ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(btreeFileId, 0), false);
+        try {
+
+            ITreeIndexTupleWriter tupleWriter = new TypeAwareTupleWriter(typeTraits);
+            BTreeFieldPrefixNSMLeafFrame frame = new BTreeFieldPrefixNSMLeafFrame(tupleWriter);
+            frame.setPage(page);
+            frame.initBuffer((byte) 0);
+            frame.setMultiComparator(cmp);
+            frame.setPrefixTupleCount(0);
+
+            String before = new String();
+            String after = new String();
+
+            int compactFreq = 5;
+            int compressFreq = 5;
+            int smallMax = 10;
+            int numRecords = 1000;
+
+            int[][] savedFields = new int[numRecords][3];
+
+            // insert records with random calls to compact and compress
+            for (int i = 0; i < numRecords; i++) {
+
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    if ((i + 1) % 100 == 0) {
+                        LOGGER.info("INSERTING " + (i + 1) + " / " + numRecords);
+                    }
+                }
+
+                int a = rnd.nextInt() % smallMax;
+                int b = rnd.nextInt() % smallMax;
+                int c = i;
+
+                ITupleReference tuple = createTuple(ctx, a, b, c, false);
+                try {
+                    int targetTupleIndex = frame.findInsertTupleIndex(tuple);
+                    frame.insert(tuple, targetTupleIndex);
+                } catch (BTreeException e) {
+                    e.printStackTrace();
+                } catch (Exception e) {
+                    e.printStackTrace();
+                }
+
+                savedFields[i][0] = a;
+                savedFields[i][1] = b;
+                savedFields[i][2] = c;
+
+                if (rnd.nextInt() % compactFreq == 0) {
+                    before = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    frame.compact();
+                    after = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    Assert.assertEquals(before, after);
+                }
+
+                if (rnd.nextInt() % compressFreq == 0) {
+                    before = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    frame.compress();
+                    after = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    Assert.assertEquals(before, after);
+                }
+
+            }
+
+            // delete records with random calls to compact and compress
+            for (int i = 0; i < numRecords; i++) {
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    if ((i + 1) % 100 == 0) {
+                        LOGGER.info("DELETING " + (i + 1) + " / " + numRecords);
+                    }
+                }
+
+                ITupleReference tuple = createTuple(ctx, savedFields[i][0], savedFields[i][1], savedFields[i][2], false);
+                try {
+                    int tupleIndex = frame.findDeleteTupleIndex(tuple);
+                    frame.delete(tuple, tupleIndex);
+                } catch (Exception e) {
+                }
+
+                if (rnd.nextInt() % compactFreq == 0) {
+                    before = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    frame.compact();
+                    after = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    Assert.assertEquals(before, after);
+                }
+
+                if (rnd.nextInt() % compressFreq == 0) {
+                    before = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    frame.compress();
+                    after = TreeIndexUtils.printFrameTuples(frame, fieldSerdes);
+                    Assert.assertEquals(before, after);
+                }
+            }
+
+        } finally {
+            bufferCache.unpin(page);
+            bufferCache.closeFile(btreeFileId);
+            bufferCache.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/StorageManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/StorageManagerTest.java
new file mode 100644
index 0000000..01863ca
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/StorageManagerTest.java
@@ -0,0 +1,271 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree;
+
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.util.AbstractBTreeTest;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.sync.LatchType;
+
+public class StorageManagerTest extends AbstractBTreeTest {
+    public class PinnedLatchedPage {
+        public final ICachedPage page;
+        public final LatchType latch;
+        public final int pageId;
+
+        public PinnedLatchedPage(ICachedPage page, int pageId, LatchType latch) {
+            this.page = page;
+            this.pageId = pageId;
+            this.latch = latch;
+        }
+    }
+
+    public enum FileAccessType {
+        FTA_READONLY,
+        FTA_WRITEONLY,
+        FTA_MIXED,
+        FTA_UNLATCHED
+    }
+
+    public class FileAccessWorker implements Runnable {
+        private int workerId;
+        private final IBufferCache bufferCache;
+        private final int maxPages;
+        private final int fileId;
+        private final long thinkTime;
+        private final int maxLoopCount;
+        private final int maxPinnedPages;
+        private final int closeFileChance;
+        private final FileAccessType fta;
+        private int loopCount = 0;
+        private boolean fileIsOpen = false;
+        private Random rnd = new Random(50);
+        private List<PinnedLatchedPage> pinnedPages = new LinkedList<PinnedLatchedPage>();
+
+        public FileAccessWorker(int workerId, IBufferCache bufferCache, FileAccessType fta, int fileId, int maxPages,
+                int maxPinnedPages, int maxLoopCount, int closeFileChance, long thinkTime) {
+            this.bufferCache = bufferCache;
+            this.fileId = fileId;
+            this.maxPages = maxPages;
+            this.maxLoopCount = maxLoopCount;
+            this.maxPinnedPages = maxPinnedPages;
+            this.thinkTime = thinkTime;
+            this.closeFileChance = closeFileChance;
+            this.workerId = workerId;
+            this.fta = fta;
+        }
+
+        private void pinRandomPage() {
+            int pageId = Math.abs(rnd.nextInt() % maxPages);
+
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info(workerId + " PINNING PAGE: " + pageId);
+            }
+
+            try {
+                ICachedPage page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, pageId), false);
+                LatchType latch = null;
+
+                switch (fta) {
+
+                    case FTA_UNLATCHED: {
+                        latch = null;
+                    }
+                        break;
+
+                    case FTA_READONLY: {
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info(workerId + " S LATCHING: " + pageId);
+                        }
+                        page.acquireReadLatch();
+                        latch = LatchType.LATCH_S;
+                    }
+                        break;
+
+                    case FTA_WRITEONLY: {
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info(workerId + " X LATCHING: " + pageId);
+                        }
+                        page.acquireWriteLatch();
+                        latch = LatchType.LATCH_X;
+                    }
+                        break;
+
+                    case FTA_MIXED: {
+                        if (rnd.nextInt() % 2 == 0) {
+                            if (LOGGER.isLoggable(Level.INFO)) {
+                                LOGGER.info(workerId + " S LATCHING: " + pageId);
+                            }
+                            page.acquireReadLatch();
+                            latch = LatchType.LATCH_S;
+                        } else {
+                            if (LOGGER.isLoggable(Level.INFO)) {
+                                LOGGER.info(workerId + " X LATCHING: " + pageId);
+                            }
+                            page.acquireWriteLatch();
+                            latch = LatchType.LATCH_X;
+                        }
+                    }
+                        break;
+
+                }
+
+                PinnedLatchedPage plPage = new PinnedLatchedPage(page, pageId, latch);
+                pinnedPages.add(plPage);
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+        }
+
+        private void unpinRandomPage() {
+            int index = Math.abs(rnd.nextInt() % pinnedPages.size());
+            try {
+                PinnedLatchedPage plPage = pinnedPages.get(index);
+
+                if (plPage.latch != null) {
+                    if (plPage.latch == LatchType.LATCH_S) {
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info(workerId + " S UNLATCHING: " + plPage.pageId);
+                        }
+                        plPage.page.releaseReadLatch();
+                    } else {
+                        if (LOGGER.isLoggable(Level.INFO)) {
+                            LOGGER.info(workerId + " X UNLATCHING: " + plPage.pageId);
+                        }
+                        plPage.page.releaseWriteLatch(true);
+                    }
+                }
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(workerId + " UNPINNING PAGE: " + plPage.pageId);
+                }
+
+                bufferCache.unpin(plPage.page);
+                pinnedPages.remove(index);
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+        }
+
+        private void openFile() {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info(workerId + " OPENING FILE: " + fileId);
+            }
+            try {
+                bufferCache.openFile(fileId);
+                fileIsOpen = true;
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+        }
+
+        private void closeFile() {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info(workerId + " CLOSING FILE: " + fileId);
+            }
+            try {
+                bufferCache.closeFile(fileId);
+                fileIsOpen = false;
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            }
+        }
+
+        @Override
+        public void run() {
+
+            openFile();
+
+            while (loopCount < maxLoopCount) {
+                loopCount++;
+
+                if (LOGGER.isLoggable(Level.INFO)) {
+                    LOGGER.info(workerId + " LOOP: " + loopCount + "/" + maxLoopCount);
+                }
+
+                if (fileIsOpen) {
+
+                    // pin some pages
+                    int pagesToPin = Math.abs(rnd.nextInt()) % (maxPinnedPages - pinnedPages.size());
+                    for (int i = 0; i < pagesToPin; i++) {
+                        pinRandomPage();
+                    }
+
+                    // do some thinking
+                    try {
+                        Thread.sleep(thinkTime);
+                    } catch (InterruptedException e) {
+                        e.printStackTrace();
+                    }
+
+                    // unpin some pages
+                    if (!pinnedPages.isEmpty()) {
+                        int pagesToUnpin = Math.abs(rnd.nextInt()) % pinnedPages.size();
+                        for (int i = 0; i < pagesToUnpin; i++) {
+                            unpinRandomPage();
+                        }
+                    }
+
+                    // possibly close file
+                    int closeFileCheck = Math.abs(rnd.nextInt()) % closeFileChance;
+                    if (pinnedPages.isEmpty() || closeFileCheck == 0) {
+                        int numPinnedPages = pinnedPages.size();
+                        for (int i = 0; i < numPinnedPages; i++) {
+                            unpinRandomPage();
+                        }
+                        closeFile();
+                    }
+                } else {
+                    openFile();
+                }
+            }
+
+            if (fileIsOpen) {
+                int numPinnedPages = pinnedPages.size();
+                for (int i = 0; i < numPinnedPages; i++) {
+                    unpinRandomPage();
+                }
+                closeFile();
+            }
+        }
+    }
+
+    @Test
+    public void oneThreadOneFileTest() throws Exception {
+        IBufferCache bufferCache = harness.getBufferCache();
+        bufferCache.createFile(harness.getFileReference());
+        int btreeFileId = harness.getFileMapProvider().lookupFileId(harness.getFileReference());
+        bufferCache.openFile(btreeFileId);
+        Thread worker = new Thread(new FileAccessWorker(0, harness.getBufferCache(), FileAccessType.FTA_UNLATCHED,
+                btreeFileId, 10, 10, 100, 10, 0));
+        worker.start();
+        worker.join();
+        bufferCache.closeFile(btreeFileId);
+        bufferCache.close();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
new file mode 100644
index 0000000..07f3ba7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.multithread;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexMultiThreadTest;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeTestHarness;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+
+public class BTreeMultiThreadTest extends OrderedIndexMultiThreadTest {
+
+    private final BTreeTestHarness harness = new BTreeTestHarness();
+    private final BTreeTestWorkerFactory workerFactory = new BTreeTestWorkerFactory();
+
+    @Override
+    protected void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits, cmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference());
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN, TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, updates, deletes, and upserts.
+        TestOperation[] insertDeleteUpdateUpsertOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.UPSERT };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateUpsertOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateUpsertOps.length)));
+
+        // All operations mixed.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.UPSERT, TestOperation.POINT_SEARCH, TestOperation.SCAN,
+                TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "BTree";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
new file mode 100644
index 0000000..77ad13c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
@@ -0,0 +1,138 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class BTreeTestWorker extends AbstractIndexTestWorker {
+
+    private final BTree btree;
+    private final int numKeyFields;
+    private final ArrayTupleBuilder deleteTb;
+    private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
+
+    public BTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches)
+            throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        btree = (BTree) index;
+        numKeyFields = btree.getComparatorFactories().length;
+        deleteTb = new ArrayTupleBuilder(numKeyFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        BTree.BTreeAccessor accessor = (BTree.BTreeAccessor) indexAccessor;
+        ITreeIndexCursor searchCursor = accessor.createSearchCursor(false);
+        ITreeIndexCursor diskOrderScanCursor = accessor.createDiskOrderScanCursor();
+        MultiComparator cmp = accessor.getOpContext().cmp;
+        RangePredicate rangePred = new RangePredicate(tuple, tuple, true, true, cmp, cmp);
+
+        switch (op) {
+            case INSERT:
+                try {
+                    accessor.insert(tuple);
+                } catch (TreeIndexDuplicateKeyException e) {
+                    // Ignore duplicate keys, since we get random tuples.
+                }
+                break;
+
+            case DELETE:
+                // Create a tuple reference with only key fields.
+                deleteTb.reset();
+                for (int i = 0; i < numKeyFields; i++) {
+                    deleteTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                }
+                deleteTuple.reset(deleteTb.getFieldEndOffsets(), deleteTb.getByteArray());
+                try {
+                    accessor.delete(deleteTuple);
+                } catch (TreeIndexNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                }
+                break;
+
+            case UPDATE:
+                try {
+                    accessor.update(tuple);
+                } catch (TreeIndexNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                } catch (BTreeNotUpdateableException e) {
+                    // Ignore not updateable exception due to numKeys == numFields.
+                }
+                break;
+
+            case UPSERT:
+                accessor.upsert(tuple);
+                // Upsert should not throw. If it does, there's
+                // a bigger problem and the test should fail.
+                break;
+
+            case POINT_SEARCH:
+                searchCursor.reset();
+                rangePred.setLowKey(tuple, true);
+                rangePred.setHighKey(tuple, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setLowKey(null, true);
+                rangePred.setHighKey(null, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case DISKORDER_SCAN:
+                diskOrderScanCursor.reset();
+                accessor.diskOrderScan(diskOrderScanCursor);
+                consumeCursorTuples(diskOrderScanCursor);
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
new file mode 100644
index 0000000..04d8f4e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class BTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new BTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/AbstractBTreeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/AbstractBTreeTest.java
new file mode 100644
index 0000000..20c7ff6
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/AbstractBTreeTest.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.util;
+
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractBTreeTest {
+    protected final Logger LOGGER = Logger.getLogger(BTreeTestHarness.class.getName());
+
+    protected final BTreeTestHarness harness;
+
+    public AbstractBTreeTest() {
+        harness = new BTreeTestHarness();
+    }
+
+    public AbstractBTreeTest(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        harness = new BTreeTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java
new file mode 100644
index 0000000..9bfc2d1
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestContext.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.util;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public class BTreeTestContext extends OrderedIndexTestContext {
+
+    public BTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        BTree btree = (BTree) index;
+        return btree.getComparatorFactories().length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        BTree btree = (BTree) index;
+        return btree.getComparatorFactories();
+    }
+
+    public static BTreeTestContext create(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            FileReference file, ISerializerDeserializer[] fieldSerdes, int numKeyFields, BTreeLeafFrameType leafType)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        BTree btree = BTreeUtils.createBTree(bufferCache, fileMapProvider, typeTraits, cmpFactories, leafType, file);
+        BTreeTestContext testCtx = new BTreeTestContext(fieldSerdes, btree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestHarness.java
new file mode 100644
index 0000000..4260aa0
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/org/apache/hyracks/storage/am/btree/util/BTreeTestHarness.java
@@ -0,0 +1,127 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.btree.util;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class BTreeTestHarness {
+    public static final BTreeLeafFrameType[] LEAF_FRAMES_TO_TEST = new BTreeLeafFrameType[] {
+            BTreeLeafFrameType.REGULAR_NSM, BTreeLeafFrameType.FIELD_PREFIX_COMPRESSED_NSM };
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int pageSize;
+    protected final int numPages;
+    protected final int maxOpenFiles;
+    protected final int hyracksFrameSize;
+
+    protected IHyracksTaskContext ctx;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected FileReference file;
+
+    protected final Random rnd = new Random();
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final String sep = System.getProperty("file.separator");
+    protected String fileName;
+
+    public BTreeTestHarness() {
+        this.pageSize = AccessMethodTestsConfig.BTREE_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.BTREE_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.BTREE_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.BTREE_HYRACKS_FRAME_SIZE;
+    }
+
+    public BTreeTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+        this.maxOpenFiles = maxOpenFiles;
+        this.hyracksFrameSize = hyracksFrameSize;
+    }
+
+    public void setUp() throws HyracksDataException {
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        file = new FileReference(new File(fileName));
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        bufferCache.close();
+        file.delete();
+    }
+
+    public IHyracksTaskContext getHyracksTaskContext() {
+        return ctx;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public String getFileName() {
+        return fileName;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    public int getNumPages() {
+        return numPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public int getMaxOpenFiles() {
+        return maxOpenFiles;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
new file mode 100644
index 0000000..5fa81dd
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/pom.xml
@@ -0,0 +1,67 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-btree-test</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+   </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>  	
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-btree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>  	
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java
new file mode 100644
index 0000000..686ca72
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeBulkLoadTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexBulkLoadTest;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeBulkLoadTest extends OrderedIndexBulkLoadTest {
+
+    public LSMBTreeBulkLoadTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, 1);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java
new file mode 100644
index 0000000..c11c0f2
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeDeleteTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexDeleteTest;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeDeleteTest extends OrderedIndexDeleteTest {
+
+    public LSMBTreeDeleteTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
new file mode 100644
index 0000000..b6c1002
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeExamplesTest.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.logging.Level;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.OrderedIndexExamplesTest;
+import org.apache.hyracks.storage.am.common.TestOperationCallback;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+
+public class LSMBTreeExamplesTest extends OrderedIndexExamplesTest {
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields, ITypeTraits[] filterTypeTraits, IBinaryComparatorFactory[] filterCmpFactories,
+            int[] btreeFields, int[] filterFields) throws TreeIndexException {
+        return LSMBTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, cmpFactories,
+                bloomFilterKeyFields, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback(), true,
+                filterTypeTraits, filterCmpFactories, btreeFields, filterFields, true);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    /**
+     * Test the LSM component filters.
+     */
+    @Test
+    public void additionalFilteringingExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing LSMBTree component filters.");
+        }
+
+        // Declare fields.
+        int fieldCount = 2;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare keys.
+        int keyFieldCount = 1;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // This is only used for the LSM-BTree.
+        int[] bloomFilterKeyFields = new int[keyFieldCount];
+        bloomFilterKeyFields[0] = 0;
+
+        ITypeTraits[] filterTypeTraits = { IntegerPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] filterCmpFactories = { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) };
+        int[] filterFields = { 1 };
+        int[] btreeFields = { 1 };
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, cmpFactories, bloomFilterKeyFields, filterTypeTraits,
+                filterCmpFactories, btreeFields, filterFields);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+                TestOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            int f0 = rnd.nextInt() % numInserts;
+            int f1 = i;
+            TupleUtils.createIntegerTuple(tb, tuple, f0, f1);
+            if (LOGGER.isLoggable(Level.INFO)) {
+                if (i % 1000 == 0) {
+                    LOGGER.info("Inserting " + i + " : " + f0 + " " + f1);
+                }
+            }
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        orderedScan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build low key.
+        ArrayTupleBuilder lowKeyTb = new ArrayTupleBuilder(keyFieldCount);
+        ArrayTupleReference lowKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(lowKeyTb, lowKey, -1000);
+
+        // Build high key.
+        ArrayTupleBuilder highKeyTb = new ArrayTupleBuilder(keyFieldCount);
+        ArrayTupleReference highKey = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(highKeyTb, highKey, 1000);
+
+        // Build min filter key.
+        ArrayTupleBuilder minFilterTb = new ArrayTupleBuilder(filterFields.length);
+        ArrayTupleReference minTuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(minFilterTb, minTuple, 400);
+
+        // Build max filter key.
+        ArrayTupleBuilder maxFilterTb = new ArrayTupleBuilder(filterFields.length);
+        ArrayTupleReference maxTuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(maxFilterTb, maxTuple, 500);
+
+        rangeSearch(cmpFactories, indexAccessor, fieldSerdes, lowKey, highKey, minTuple, maxTuple);
+
+        treeIndex.validate();
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java
new file mode 100644
index 0000000..e09971a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeInsertTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexInsertTest;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeInsertTest extends OrderedIndexInsertTest {
+
+    public LSMBTreeInsertTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
new file mode 100644
index 0000000..ccbd357
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
@@ -0,0 +1,93 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+public class LSMBTreeLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+    private final TreeIndexTestUtils titu = new OrderedIndexTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        if (!new FileReference(harness.getFileReference().getFile()).getFile().exists()) {
+            return false;
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMBTree) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, fieldSerdes.length,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        try {
+            index.deactivate();
+        } catch (Exception e) {
+        } finally {
+            index.destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java
new file mode 100644
index 0000000..9d3a5c5
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTest.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeMergeTest extends LSMBTreeMergeTestDriver {
+
+    public LSMBTreeMergeTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java
new file mode 100644
index 0000000..d41d5d8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMergeTestDriver.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestDriver;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+
+@SuppressWarnings("rawtypes")
+public abstract class LSMBTreeMergeTestDriver extends OrderedIndexTestDriver {
+
+    private final OrderedIndexTestUtils orderedIndexTestUtils;
+
+    public LSMBTreeMergeTestDriver(BTreeLeafFrameType[] leafFrameTypesToTest) {
+        super(leafFrameTypesToTest);
+        this.orderedIndexTestUtils = new OrderedIndexTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, BTreeLeafFrameType leafType,
+            ITupleReference lowKey, ITupleReference highKey, ITupleReference prefixLowKey, ITupleReference prefixHighKey)
+            throws Exception {
+        OrderedIndexTestContext ctx = createTestContext(fieldSerdes, numKeys, leafType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // Start off with one tree bulk loaded.
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            orderedIndexTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+            orderedIndexTestUtils.bulkLoadStringTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        int maxTreesToMerge = AccessMethodTestsConfig.LSM_BTREE_MAX_TREES_TO_MERGE;
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                    orderedIndexTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+                    // Deactivate and the re-activate the index to force it flush its in memory component
+                    ctx.getIndex().deactivate();
+                    ctx.getIndex().activate();
+                } else if (fieldSerdes[0] instanceof UTF8StringSerializerDeserializer) {
+                    orderedIndexTestUtils.insertStringTuples(ctx, numTuplesToInsert, getRandom());
+                    // Deactivate and the re-activate the index to force it flush its in memory component
+                    ctx.getIndex().deactivate();
+                    ctx.getIndex().activate();
+                }
+            }
+
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) ctx.getIndexAccessor();
+            accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE,
+                    ((LSMBTree) ctx.getIndex()).getImmutableComponents());
+
+            orderedIndexTestUtils.checkPointSearches(ctx);
+            orderedIndexTestUtils.checkScan(ctx);
+            orderedIndexTestUtils.checkDiskOrderScan(ctx);
+            orderedIndexTestUtils.checkRangeSearch(ctx, lowKey, highKey, true, true);
+            if (prefixLowKey != null && prefixHighKey != null) {
+                orderedIndexTestUtils.checkRangeSearch(ctx, prefixLowKey, prefixHighKey, true, true);
+            }
+        }
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "LSM Merge";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
new file mode 100644
index 0000000..f16a37d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeModificationOperationCallbackTest.java
@@ -0,0 +1,112 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import org.junit.Test;
+
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.AbstractModificationOperationCallbackTest;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallbackWrapper;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpOperationTrackerProvider;
+
+public class LSMBTreeModificationOperationCallbackTest extends AbstractModificationOperationCallbackTest {
+    private static final int NUM_TUPLES = 11;
+
+    private final LSMBTreeTestHarness harness;
+    private final BlockingIOOperationCallbackWrapper ioOpCallback;
+
+    public LSMBTreeModificationOperationCallbackTest() {
+        super();
+        this.ioOpCallback = new BlockingIOOperationCallbackWrapper(NoOpIOOperationCallback.INSTANCE);
+        harness = new LSMBTreeTestHarness();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = LSMBTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), bloomFilterKeyFields,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                NoOpOperationTrackerProvider.INSTANCE.getOperationTracker(null), harness.getIOScheduler(),
+                harness.getIOOperationCallback(), true, null, null, null, null, true);
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+    @Override
+    @Test
+    public void modificationCallbackTest() throws Exception {
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(cb, NoOpOperationCallback.INSTANCE);
+
+        for (int j = 0; j < 2; j++) {
+            isFoundNull = true;
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+
+            if (j == 1) {
+                accessor.scheduleFlush(ioOpCallback);
+                ioOpCallback.waitForIO();
+                isFoundNull = true;
+            } else {
+                isFoundNull = false;
+            }
+
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.upsert(tuple);
+            }
+
+            if (j == 1) {
+                accessor.scheduleFlush(ioOpCallback);
+                ioOpCallback.waitForIO();
+                isFoundNull = true;
+            } else {
+                isFoundNull = false;
+            }
+
+            for (int i = 0; i < NUM_TUPLES; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.delete(tuple);
+            }
+
+            accessor.scheduleFlush(ioOpCallback);
+            ioOpCallback.waitForIO();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
new file mode 100644
index 0000000..09c0f7c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexBulkLoadTest;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeMultiBulkLoadTest extends OrderedIndexBulkLoadTest {
+    public LSMBTreeMultiBulkLoadTest() {
+        // Using 5 bulk load rounds.
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, AccessMethodTestsConfig.LSM_BTREE_BULKLOAD_ROUNDS);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
new file mode 100644
index 0000000..20dfb9c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeSearchOperationCallbackTest.java
@@ -0,0 +1,293 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.HashSet;
+import java.util.concurrent.Callable;
+import java.util.concurrent.Future;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.AbstractSearchOperationCallbackTest;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ISearchOperationCallback;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpOperationTrackerProvider;
+import org.junit.Assert;
+import org.junit.Test;
+
+public class LSMBTreeSearchOperationCallbackTest extends AbstractSearchOperationCallbackTest {
+    private final LSMBTreeTestHarness harness;
+    private final HashSet<Integer> deleteSet;
+
+    public LSMBTreeSearchOperationCallbackTest() {
+        harness = new LSMBTreeTestHarness();
+        deleteSet = new HashSet<Integer>();
+    }
+
+    @Override
+    protected void createIndexInstance() throws Exception {
+        index = LSMBTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                SerdeUtils.serdesToTypeTraits(keySerdes),
+                SerdeUtils.serdesToComparatorFactories(keySerdes, keySerdes.length), bloomFilterKeyFields,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                NoOpOperationTrackerProvider.INSTANCE.getOperationTracker(null), harness.getIOScheduler(),
+                harness.getIOOperationCallback(), true, null, null, null, null, true);
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        super.setup();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        super.tearDown();
+        harness.tearDown();
+    }
+
+    @Override
+    @Test
+    public void searchCallbackTest() throws Exception {
+        Future<Boolean> insertFuture = executor.submit(new InsertionTask());
+        Future<Boolean> searchFuture = executor.submit(new SearchTask());
+        Assert.assertTrue(searchFuture.get());
+        Assert.assertTrue(insertFuture.get());
+    }
+
+    private class SearchTask implements Callable<Boolean> {
+        private final ISearchOperationCallback cb;
+        private final IIndexAccessor accessor;
+        private final IIndexCursor cursor;
+        private final RangePredicate predicate;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+        private final ArrayTupleBuilder expectedTupleToBeLockedBuilder;
+        private final ArrayTupleReference expectedTupleToBeLocked;
+        private final ArrayTupleBuilder expectedTupleToBeCanceledBuilder;
+        private final ArrayTupleReference expectedTupleToBeCanceled;
+
+        private boolean blockOnHigh;
+        private int expectedAfterBlock;
+        private int expectedTupleToBeLockedValue;
+
+        public SearchTask() throws HyracksDataException {
+            this.cb = new SynchronizingSearchOperationCallback();
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, cb);
+            this.cursor = accessor.createSearchCursor(false);
+            this.predicate = new RangePredicate();
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+            this.expectedTupleToBeLockedBuilder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.expectedTupleToBeLocked = new ArrayTupleReference();
+            this.expectedTupleToBeCanceledBuilder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.expectedTupleToBeCanceled = new ArrayTupleReference();
+
+            this.blockOnHigh = false;
+            this.expectedAfterBlock = -1;
+            this.expectedTupleToBeLockedValue = -1;
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                if (!insertTaskStarted) {
+                    condition.await();
+                }
+
+                // begin a search on [50, +inf), blocking on 75
+                TupleUtils.createIntegerTuple(builder, tuple, 50);
+                predicate.setLowKey(tuple, true);
+                predicate.setHighKey(null, true);
+                accessor.search(cursor, predicate);
+                expectedTupleToBeLockedValue = 50;
+                TupleUtils.createIntegerTuple(builder, expectedTupleToBeLocked, expectedTupleToBeLockedValue);
+                consumeIntTupleRange(50, 75, true, 76);
+
+                // consume tuples [77, 150], blocking on 151
+                consumeIntTupleRange(77, 150, true, 150);
+
+                // consume tuples [152, 300]
+                consumeIntTupleRange(152, 300, false, -1);
+
+                cursor.close();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void consumeIntTupleRange(int begin, int end, boolean blockOnHigh, int expectedAfterBlock)
+                throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                if (blockOnHigh == true && i == end) {
+                    this.blockOnHigh = true;
+                    this.expectedAfterBlock = expectedAfterBlock;
+                }
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                if (!cursor.hasNext()) {
+                    Assert.fail("Failed to consume entire tuple range since cursor is exhausted.");
+                }
+                cursor.next();
+                Assert.assertEquals(0, cmp.compare(tuple, cursor.getTuple()));
+            }
+        }
+
+        private class SynchronizingSearchOperationCallback implements ISearchOperationCallback {
+
+            @Override
+            public boolean proceed(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.expectedTupleToBeLocked, tuple));
+                return false;
+            }
+
+            @Override
+            public void reconcile(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.expectedTupleToBeLocked, tuple));
+                if (blockOnHigh) {
+                    TupleUtils.createIntegerTuple(builder, SearchTask.this.tuple, expectedAfterBlock);
+                    condition.signal();
+                    condition.awaitUninterruptibly();
+                    blockOnHigh = false;
+                }
+            }
+
+            @Override
+            public void cancel(ITupleReference tuple) throws HyracksDataException {
+                boolean found = false;
+                for (int i : deleteSet) {
+                    TupleUtils.createIntegerTuple(expectedTupleToBeCanceledBuilder, expectedTupleToBeCanceled, i);
+                    if (cmp.compare(SearchTask.this.expectedTupleToBeCanceled, tuple) == 0) {
+                        found = true;
+                        break;
+                    }
+                }
+                Assert.assertTrue(found);
+            }
+
+            @Override
+            public void complete(ITupleReference tuple) throws HyracksDataException {
+                Assert.assertEquals(0, cmp.compare(SearchTask.this.expectedTupleToBeLocked, tuple));
+                expectedTupleToBeLockedValue++;
+                TupleUtils.createIntegerTuple(expectedTupleToBeLockedBuilder, expectedTupleToBeLocked,
+                        expectedTupleToBeLockedValue);
+            }
+
+            @Override
+            public void before(ITupleReference tuple) throws HyracksDataException {
+            }
+        }
+    }
+
+    private class InsertionTask implements Callable<Boolean> {
+        private final IIndexAccessor accessor;
+        private final ArrayTupleBuilder builder;
+        private final ArrayTupleReference tuple;
+
+        public InsertionTask() throws HyracksDataException {
+            this.accessor = index.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            this.builder = new ArrayTupleBuilder(NUM_KEY_FIELDS);
+            this.tuple = new ArrayTupleReference();
+        }
+
+        @Override
+        public Boolean call() throws Exception {
+            lock.lock();
+            try {
+                insertTaskStarted = true;
+
+                // bulkload [101, 150] and then insert [151, 200] and make sure it reaches disk, thus we will have two separate disk components
+                // insert [50, 100] & [301, 350] to the in-memory component
+                // delete tuple 151
+                bulkloadIntTupleRange(101, 150);
+                insertIntTupleRange(151, 200);
+                // Deactivate and the re-activate the index to force it flush its in memory component
+                index.deactivate();
+                index.activate();
+
+                insertIntTupleRange(50, 100);
+                insertIntTupleRange(301, 350);
+                int tupleTobeDeletedValue = 151;
+                deleteSet.add(tupleTobeDeletedValue);
+                TupleUtils.createIntegerTuple(builder, tuple, tupleTobeDeletedValue);
+                accessor.delete(tuple);
+                condition.signal();
+                condition.await();
+
+                // delete tuple 75
+                tupleTobeDeletedValue = 75;
+                deleteSet.add(tupleTobeDeletedValue);
+                TupleUtils.createIntegerTuple(builder, tuple, tupleTobeDeletedValue);
+                accessor.delete(tuple);
+                condition.signal();
+                condition.await();
+
+                // insert tuples [201, 300] and delete tuple 151
+                insertIntTupleRange(201, 300);
+                condition.signal();
+            } finally {
+                lock.unlock();
+            }
+
+            return true;
+        }
+
+        private void insertIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                accessor.insert(tuple);
+            }
+        }
+
+        private void bulkloadIntTupleRange(int begin, int end) throws Exception {
+            if (end < begin) {
+                throw new IllegalArgumentException("Invalid range: [" + begin + ", " + end + "]");
+            }
+
+            IIndexBulkLoader bulkloader = index.createBulkLoader(1.0f, false, end - begin, true, true);
+            for (int i = begin; i <= end; i++) {
+                TupleUtils.createIntegerTuple(builder, tuple, i);
+                bulkloader.add(tuple);
+            }
+            bulkloader.end();
+        }
+
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java
new file mode 100644
index 0000000..fc9c450
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/LSMBTreeUpdateTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.btree.OrderedIndexUpdateTest;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeUpdateTest extends OrderedIndexUpdateTest {
+
+    public LSMBTreeUpdateTest() {
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST);
+    }
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected OrderedIndexTestContext createTestContext(ISerializerDeserializer[] fieldSerdes, int numKeys,
+            BTreeLeafFrameType leafType) throws Exception {
+        return LSMBTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, numKeys,
+                harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(), harness.getOperationTracker(),
+                harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
new file mode 100644
index 0000000..df1700a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
@@ -0,0 +1,119 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.multithread;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.btree.OrderedIndexMultiThreadTest;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+
+public class LSMBTreeMultiThreadTest extends OrderedIndexMultiThreadTest {
+
+    private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();
+
+    private final LSMBTreeTestWorkerFactory workerFactory = new LSMBTreeTestWorkerFactory();
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            int[] bloomFilterKeyFields) throws TreeIndexException {
+        return LSMBTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, cmpFactories,
+                bloomFilterKeyFields, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback(), true, null,
+                null, null, null, true);
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, updates, and deletes.
+        TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
+
+        // Inserts, updates, deletes and merges.
+        TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMBTree";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
new file mode 100644
index 0000000..56f40b0
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
@@ -0,0 +1,120 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexDuplicateKeyException;
+import org.apache.hyracks.storage.am.common.exceptions.TreeIndexNonExistentKeyException;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree.LSMBTreeAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+
+public class LSMBTreeTestWorker extends AbstractIndexTestWorker {
+    private final LSMBTree lsmBTree;
+    private final int numKeyFields;
+    private final ArrayTupleBuilder deleteTb;
+    private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
+
+    public LSMBTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches)
+            throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        lsmBTree = (LSMBTree) index;
+        numKeyFields = lsmBTree.getComparatorFactories().length;
+        deleteTb = new ArrayTupleBuilder(numKeyFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMBTreeAccessor accessor = (LSMBTreeAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor(false);
+        MultiComparator cmp = accessor.getMultiComparator();
+        RangePredicate rangePred = new RangePredicate(tuple, tuple, true, true, cmp, cmp);
+
+        switch (op) {
+            case INSERT:
+                try {
+                    accessor.insert(tuple);
+                } catch (TreeIndexDuplicateKeyException e) {
+                    // Ignore duplicate keys, since we get random tuples.
+                }
+                break;
+
+            case DELETE:
+                // Create a tuple reference with only key fields.
+                deleteTb.reset();
+                for (int i = 0; i < numKeyFields; i++) {
+                    deleteTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+                }
+                deleteTuple.reset(deleteTb.getFieldEndOffsets(), deleteTb.getByteArray());
+                try {
+                    accessor.delete(deleteTuple);
+                } catch (TreeIndexNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                }
+                break;
+
+            case UPDATE:
+                try {
+                    accessor.update(tuple);
+                } catch (TreeIndexNonExistentKeyException e) {
+                    // Ignore non-existant keys, since we get random tuples.
+                } catch (BTreeNotUpdateableException e) {
+                    // Ignore not updateable exception due to numKeys == numFields.
+                }
+                break;
+
+            case POINT_SEARCH:
+                searchCursor.reset();
+                rangePred.setLowKey(tuple, true);
+                rangePred.setHighKey(tuple, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setLowKey(null, true);
+                rangePred.setHighKey(null, true);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE, lsmBTree.getImmutableComponents());
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
new file mode 100644
index 0000000..9c1c3d6
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMBTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new LSMBTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java
new file mode 100644
index 0000000..20825ec
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeBulkLoadRunner.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+
+public class BTreeBulkLoadRunner extends BTreeRunner {
+
+    protected final float fillFactor;
+
+    public BTreeBulkLoadRunner(int numBatches, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories, float fillFactor) throws HyracksDataException, BTreeException {
+        super(numBatches, pageSize, numPages, typeTraits, cmpFactories);
+        this.fillFactor = fillFactor;
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        btree.create();
+        long start = System.currentTimeMillis();
+        IIndexBulkLoader bulkLoader = btree.createBulkLoader(1.0f, false, 0L, true);
+        for (int i = 0; i < numBatches; i++) {
+            TupleBatch batch = dataGen.tupleBatchQueue.take();
+            for (int j = 0; j < batch.size(); j++) {
+                bulkLoader.add(batch.get(j));
+            }
+        }
+        bulkLoader.end();
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java
new file mode 100644
index 0000000..684ef57
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreePageSizePerf.java
@@ -0,0 +1,89 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.util.Enumeration;
+import java.util.logging.Level;
+import java.util.logging.LogManager;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class BTreePageSizePerf {
+    public static void main(String[] args) throws Exception {
+        // Disable logging so we can better see the output times.
+        Enumeration<String> loggers = LogManager.getLogManager().getLoggerNames();
+        while(loggers.hasMoreElements()) {
+            String loggerName = loggers.nextElement();
+            Logger logger = LogManager.getLogManager().getLogger(loggerName);
+            logger.setLevel(Level.OFF);
+        }
+
+        int numTuples = 1000000;
+        int batchSize = 10000;
+        int numBatches = numTuples / batchSize;
+
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes, 30);
+
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, fieldSerdes.length);
+
+        runExperiment(numBatches, batchSize, 1024, 100000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 2048, 100000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 4096, 25000, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 8192, 12500, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 16384, 6250, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 32768, 3125, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 65536, 1564, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 131072, 782, fieldSerdes, cmpFactories, typeTraits);
+        runExperiment(numBatches, batchSize, 262144, 391, fieldSerdes, cmpFactories, typeTraits);
+    }
+
+    private static void runExperiment(int numBatches, int batchSize, int pageSize, int numPages, ISerializerDeserializer[] fieldSerdes, IBinaryComparatorFactory[] cmpFactories, ITypeTraits[] typeTraits) throws Exception {
+        System.out.println("PAGE SIZE: " + pageSize);
+        System.out.println("NUM PAGES: " + numPages);
+        System.out.println("MEMORY: " + (pageSize * numPages));
+        int repeats = 5;
+        long[] times = new long[repeats];
+        //BTreeRunner runner = new BTreeRunner(numTuples, pageSize, numPages, typeTraits, cmp);
+        InMemoryBTreeRunner runner = new InMemoryBTreeRunner(numBatches, pageSize, numPages, typeTraits, cmpFactories);
+        runner.init();
+        int numThreads = 1;
+        for (int i = 0; i < repeats; i++) {
+            DataGenThread dataGen = new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, 30, 50, 10, false);
+            dataGen.start();
+            times[i] = runner.runExperiment(dataGen, numThreads);
+            System.out.println("TIME " + i + ": " + times[i] + "ms");
+        }
+        runner.deinit();
+        long avgTime = 0;
+        for (int i = 0; i < repeats; i++) {
+            avgTime += times[i];
+        }
+        avgTime /= repeats;
+        System.out.println("AVG TIME: " + avgTime + "ms");
+        System.out.println("-------------------------------");
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
new file mode 100644
index 0000000..706fa94
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/BTreeRunner.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.btree.util.BTreeUtils;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class BTreeRunner extends InMemoryBTreeRunner {
+    protected static final int MAX_OPEN_FILES = 10;
+    protected static final int HYRACKS_FRAME_SIZE = 128;
+
+    public BTreeRunner(int numTuples, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories) throws HyracksDataException, BTreeException {
+        super(numTuples, pageSize, numPages, typeTraits, cmpFactories);
+    }
+
+    @Override
+    protected void init(int pageSize, int numPages, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+            throws HyracksDataException, BTreeException {
+        IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+        TestStorageManagerComponentHolder.init(pageSize, numPages, MAX_OPEN_FILES);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        btree = BTreeUtils
+                .createBTree(bufferCache, fmp, typeTraits, cmpFactories, BTreeLeafFrameType.REGULAR_NSM, file);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
new file mode 100644
index 0000000..8748f44
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/ConcurrentSkipListRunner.java
@@ -0,0 +1,149 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.nio.ByteBuffer;
+import java.util.Comparator;
+import java.util.concurrent.ConcurrentSkipListSet;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class ConcurrentSkipListRunner implements IExperimentRunner {
+    public class TupleComparator implements Comparator<ITupleReference> {
+        private final MultiComparator cmp;
+
+        public TupleComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(ITupleReference o1, ITupleReference o2) {
+            try {
+                return cmp.compare(o1, o2);
+            } catch (HyracksDataException e) {
+                throw new IllegalArgumentException(e);
+            }
+        }
+    }
+
+    private final TupleComparator tupleCmp;
+    private final int numBatches;
+    private final int batchSize;
+    private final int tupleSize;
+    private final ITypeTraits[] typeTraits;
+
+    public ConcurrentSkipListRunner(int numBatches, int batchSize, int tupleSize, ITypeTraits[] typeTraits,
+            MultiComparator cmp) {
+        this.numBatches = numBatches;
+        this.tupleSize = tupleSize;
+        this.batchSize = batchSize;
+        this.typeTraits = typeTraits;
+        tupleCmp = new TupleComparator(cmp);
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws InterruptedException {
+        ConcurrentSkipListSet<ITupleReference> skipList = new ConcurrentSkipListSet<ITupleReference>(tupleCmp);
+        SkipListThread[] threads = new SkipListThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new SkipListThread(dataGen, skipList, threadNumBatches, batchSize);
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+    }
+
+    public void reset() throws Exception {
+    }
+
+    public class SkipListThread extends Thread {
+        private final DataGenThread dataGen;
+        private final ConcurrentSkipListSet<ITupleReference> skipList;
+        private final int numBatches;
+        public final TypeAwareTupleWriterFactory tupleWriterFactory;
+        public final TypeAwareTupleWriter tupleWriter;
+        public final TypeAwareTupleReference[] tuples;
+        public final ByteBuffer tupleBuf;
+
+        public SkipListThread(DataGenThread dataGen, ConcurrentSkipListSet<ITupleReference> skipList, int numBatches,
+                int batchSize) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            this.skipList = skipList;
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+            int numTuples = numBatches * batchSize;
+            tuples = new TypeAwareTupleReference[numTuples];
+            tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+            for (int i = 0; i < numTuples; i++) {
+                tuples[i] = (TypeAwareTupleReference) tupleWriter.createTupleReference();
+            }
+        }
+
+        @Override
+        public void run() {
+            int tupleIndex = 0;
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        // Copy the tuple to the buffer and set the pre-created tuple ref.
+                        tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                        tuples[tupleIndex].resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                        skipList.add(tuples[tupleIndex]);
+                        tupleIndex++;
+                    }
+                }
+            } catch (Exception e) {
+                System.out.println(tupleIndex);
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java
new file mode 100644
index 0000000..783844d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/IExperimentRunner.java
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public interface IExperimentRunner {
+    public static int DEFAULT_MAX_OUTSTANDING = 100000;
+
+    public void init() throws Exception;
+
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception;
+
+    public void reset() throws Exception;
+
+    public void deinit() throws Exception;
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
new file mode 100644
index 0000000..bcb11d3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemoryBTreeRunner.java
@@ -0,0 +1,145 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.btree.frames.BTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.btree.impls.BTree;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.TransientFileMapManager;
+
+public class InMemoryBTreeRunner extends Thread implements IExperimentRunner {
+    protected IBufferCache bufferCache;
+    protected FileReference file;
+
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String fileName;
+
+    protected final int numBatches;
+    protected BTree btree;
+
+    public InMemoryBTreeRunner(int numBatches, int pageSize, int numPages, ITypeTraits[] typeTraits,
+            IBinaryComparatorFactory[] cmpFactories) throws HyracksDataException, BTreeException {
+        this.numBatches = numBatches;
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        file = new FileReference(new File(fileName));
+        init(pageSize, numPages, typeTraits, cmpFactories);
+    }
+
+    protected void init(int pageSize, int numPages, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+            throws HyracksDataException, BTreeException {
+        bufferCache = new VirtualBufferCache(new HeapBufferAllocator(), pageSize, numPages);
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = new BTreeNSMLeafFrameFactory(tupleWriterFactory);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        IMetaDataPageManager freePageManager = new VirtualMetaDataPageManager(bufferCache.getNumPages());
+        btree = new BTree(bufferCache, new TransientFileMapManager(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, typeTraits.length, file);
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        BTreeThread[] threads = new BTreeThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new BTreeThread(dataGen, btree, threadNumBatches);
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+        bufferCache.close();
+    }
+
+    @Override
+    public void reset() throws Exception {
+        btree.create();
+    }
+
+    public class BTreeThread extends Thread {
+        private final DataGenThread dataGen;
+        private final int numBatches;
+        private final ITreeIndexAccessor indexAccessor;
+
+        public BTreeThread(DataGenThread dataGen, BTree btree, int numBatches) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            indexAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        }
+
+        @Override
+        public void run() {
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        try {
+                            indexAccessor.insert(batch.get(j));
+                        } catch (TreeIndexException e) {
+                        }
+                    }
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
new file mode 100644
index 0000000..ac8e836
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/InMemorySortRunner.java
@@ -0,0 +1,164 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.concurrent.ConcurrentSkipListSet;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleReference;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriter;
+import org.apache.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+
+public class InMemorySortRunner implements IExperimentRunner {
+    public class TupleComparator implements Comparator<ITupleReference> {
+        private final MultiComparator cmp;
+
+        public TupleComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(ITupleReference o1, ITupleReference o2) {
+            try {
+                return cmp.compare(o1, o2);
+            } catch (HyracksDataException e) {
+                throw new IllegalArgumentException(e);
+            }
+        }
+    }
+
+    private final TupleComparator tupleCmp;
+    private final int numBatches;
+    private final int batchSize;
+    private final int tupleSize;
+    private final ITypeTraits[] typeTraits;
+
+    private final TypeAwareTupleWriterFactory tupleWriterFactory;
+    private final TypeAwareTupleWriter tupleWriter;
+    private final ArrayList<TypeAwareTupleReference> tuples;
+    private final ByteBuffer tupleBuf;
+
+    public InMemorySortRunner(int numBatches, int batchSize, int tupleSize, ITypeTraits[] typeTraits,
+            MultiComparator cmp) {
+        this.numBatches = numBatches;
+        this.tupleSize = tupleSize;
+        this.batchSize = batchSize;
+        this.typeTraits = typeTraits;
+        tupleCmp = new TupleComparator(cmp);
+        tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+        int numTuples = numBatches * batchSize;
+        tuples = new ArrayList<TypeAwareTupleReference>();
+        tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+        for (int i = 0; i < numTuples; i++) {
+            tuples.add((TypeAwareTupleReference) tupleWriter.createTupleReference());
+        }
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws InterruptedException {
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        int tupleIndex = 0;
+        for (int i = 0; i < numBatches; i++) {
+            TupleBatch batch = dataGen.tupleBatchQueue.take();
+            for (int j = 0; j < batch.size(); j++) {
+                // Copy the tuple to the buffer and set the pre-created tuple ref.
+                tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                tuples.get(tupleIndex).resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                tupleIndex++;
+            }
+        }
+        // Perform the sort.
+        Collections.sort(tuples, tupleCmp);
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public void deinit() throws Exception {
+    }
+
+    public void reset() throws Exception {
+    }
+
+    public class SkipListThread extends Thread {
+        private final DataGenThread dataGen;
+        private final ConcurrentSkipListSet<ITupleReference> skipList;
+        private final int numBatches;
+        public final TypeAwareTupleWriterFactory tupleWriterFactory;
+        public final TypeAwareTupleWriter tupleWriter;
+        public final TypeAwareTupleReference[] tuples;
+        public final ByteBuffer tupleBuf;
+
+        public SkipListThread(DataGenThread dataGen, ConcurrentSkipListSet<ITupleReference> skipList, int numBatches,
+                int batchSize) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            this.skipList = skipList;
+            tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+            tupleWriter = (TypeAwareTupleWriter) tupleWriterFactory.createTupleWriter();
+            int numTuples = numBatches * batchSize;
+            tuples = new TypeAwareTupleReference[numTuples];
+            tupleBuf = ByteBuffer.allocate(numTuples * tupleSize);
+            for (int i = 0; i < numTuples; i++) {
+                tuples[i] = (TypeAwareTupleReference) tupleWriter.createTupleReference();
+            }
+        }
+
+        @Override
+        public void run() {
+            int tupleIndex = 0;
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        // Copy the tuple to the buffer and set the pre-created tuple ref.
+                        tupleWriter.writeTuple(batch.get(j), tupleBuf.array(), tupleIndex * tupleSize);
+                        tuples[tupleIndex].resetByTupleOffset(tupleBuf, tupleIndex * tupleSize);
+                        skipList.add(tuples[tupleIndex]);
+                        tupleIndex++;
+                    }
+                }
+            } catch (Exception e) {
+                System.out.println(tupleIndex);
+                e.printStackTrace();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
new file mode 100644
index 0000000..df0ce2e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/LSMTreeRunner.java
@@ -0,0 +1,199 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.concurrent.ThreadFactory;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.btree.exceptions.BTreeException;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.TupleBatch;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.AsynchronousScheduler;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingTracker;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class LSMTreeRunner implements IExperimentRunner {
+
+    private static final int MAX_OPEN_FILES = Integer.MAX_VALUE;
+    private static final int HYRACKS_FRAME_SIZE = 131072;
+
+    protected IHyracksTaskContext ctx;
+    protected IOManager ioManager;
+    protected int ioDeviceId;
+    protected IBufferCache bufferCache;
+    protected int lsmtreeFileId;
+
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected final static String classDir = "/tmp/lsmtree/";
+    protected String onDiskDir;
+    protected FileReference file;
+
+    protected final int numBatches;
+    protected final LSMBTree lsmtree;
+    protected final ILSMIOOperationScheduler ioScheduler;
+    protected IBufferCache memBufferCache;
+    private final int onDiskPageSize;
+    private final int onDiskNumPages;
+    private final static ThreadFactory threadFactory = new ThreadFactory() {
+        @Override
+        public Thread newThread(Runnable r) {
+            return new Thread(r);
+        }
+    };
+
+    public LSMTreeRunner(int numBatches, int inMemPageSize, int inMemNumPages, int onDiskPageSize, int onDiskNumPages,
+            ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories, int[] bloomFilterKeyFields,
+            double bloomFilterFalsePositiveRate) throws BTreeException, HyracksException {
+        this.numBatches = numBatches;
+
+        this.onDiskPageSize = onDiskPageSize;
+        this.onDiskNumPages = onDiskNumPages;
+
+        onDiskDir = classDir + sep + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+        TestStorageManagerComponentHolder.init(this.onDiskPageSize, this.onDiskNumPages, MAX_OPEN_FILES);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        ioDeviceId = 0;
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+
+        List<IVirtualBufferCache> virtualBufferCaches = new ArrayList<IVirtualBufferCache>();
+        for (int i = 0; i < 2; i++) {
+            IVirtualBufferCache virtualBufferCache = new VirtualBufferCache(new HeapBufferAllocator(), inMemPageSize,
+                    inMemNumPages / 2);
+            virtualBufferCaches.add(virtualBufferCache);
+        }
+
+        this.ioScheduler = AsynchronousScheduler.INSTANCE;
+        AsynchronousScheduler.INSTANCE.init(threadFactory);
+
+        lsmtree = LSMBTreeUtils.createLSMTree(virtualBufferCaches, file, bufferCache, fmp, typeTraits, cmpFactories,
+                bloomFilterKeyFields, bloomFilterFalsePositiveRate, new NoMergePolicy(), new ThreadCountingTracker(),
+                ioScheduler, NoOpIOOperationCallback.INSTANCE, true, null, null, null, null, true);
+    }
+
+    @Override
+    public void init() throws Exception {
+    }
+
+    @Override
+    public long runExperiment(DataGenThread dataGen, int numThreads) throws Exception {
+        LSMTreeThread[] threads = new LSMTreeThread[numThreads];
+        int threadNumBatches = numBatches / numThreads;
+        for (int i = 0; i < numThreads; i++) {
+            threads[i] = new LSMTreeThread(dataGen, lsmtree, threadNumBatches);
+        }
+        // Wait until the tupleBatchQueue is completely full.
+        while (dataGen.tupleBatchQueue.remainingCapacity() != 0) {
+            Thread.sleep(10);
+        }
+
+        long start = System.currentTimeMillis();
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].start();
+        }
+        for (int i = 0; i < numThreads; i++) {
+            threads[i].join();
+        }
+        long end = System.currentTimeMillis();
+        long time = end - start;
+        return time;
+    }
+
+    @Override
+    public void reset() throws Exception {
+        try {
+            lsmtree.deactivate();
+        } catch (HyracksDataException e) {
+            // ignore
+        }
+        try {
+            lsmtree.destroy();
+        } catch (HyracksDataException e) {
+            // ignore
+        }
+
+        lsmtree.create();
+        lsmtree.activate();
+    }
+
+    @Override
+    public void deinit() throws Exception {
+    }
+
+    public class LSMTreeThread extends Thread {
+        private final DataGenThread dataGen;
+        private final int numBatches;
+        private final IIndexAccessor lsmTreeAccessor;
+
+        public LSMTreeThread(DataGenThread dataGen, LSMBTree lsmTree, int numBatches) {
+            this.dataGen = dataGen;
+            this.numBatches = numBatches;
+            lsmTreeAccessor = lsmTree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        }
+
+        @Override
+        public void run() {
+            try {
+                for (int i = 0; i < numBatches; i++) {
+                    TupleBatch batch = dataGen.tupleBatchQueue.take();
+                    for (int j = 0; j < batch.size(); j++) {
+                        try {
+                            lsmTreeAccessor.insert(batch.get(j));
+                        } catch (TreeIndexException e) {
+                        }
+                    }
+                    dataGen.releaseBatch(batch);
+                }
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+        }
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java
new file mode 100644
index 0000000..56c97bf
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/perf/PerfExperiment.java
@@ -0,0 +1,107 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.perf;
+
+import java.util.Enumeration;
+import java.util.logging.Level;
+import java.util.logging.LogManager;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class PerfExperiment {
+    public static void main(String[] args) throws Exception {
+        // Disable logging so we can better see the output times.
+        Enumeration<String> loggers = LogManager.getLogManager().getLoggerNames();
+        while (loggers.hasMoreElements()) {
+            String loggerName = loggers.nextElement();
+            Logger logger = LogManager.getLogManager().getLogger(loggerName);
+            logger.setLevel(Level.OFF);
+        }
+        boolean sorted = Boolean.parseBoolean(args[0]);
+        int numThreads =  Integer.parseInt(args[1]);
+
+        //int numTuples = 100000; // 100K
+        //int numTuples = 1000000; // 1M
+        //int numTuples = 2000000; // 2M
+        //int numTuples = 3000000; // 3M
+        //int numTuples = 10000000; // 10M
+        int numTuples = 20000000; // 20M
+        //int numTuples = 30000000; // 30M
+        //int numTuples = 40000000; // 40M
+        //int numTuples = 60000000; // 60M
+        //int numTuples = 100000000; // 100M
+        //int numTuples = 200000000; // 200M
+        int batchSize = 10000;
+        int numBatches = numTuples / batchSize;
+
+        int payLoadSize = 240;
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE };
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes, payLoadSize);
+
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        int[] bloomFilterKeyFields = new int[cmpFactories.length];
+        for (int i = 0; i < bloomFilterKeyFields.length; i++) {
+            bloomFilterKeyFields[i] = i;
+        }
+        double bloomFilterFalsePositiveRate = 0.01;
+
+        //int repeats = 1000;
+        int repeats = 1;
+        long[] times = new long[repeats];
+
+//        int numThreads = 4;
+//        boolean sorted = true;
+        for (int i = 0; i < repeats; i++) {
+            //ConcurrentSkipListRunner runner = new ConcurrentSkipListRunner(numBatches, batchSize, tupleSize, typeTraits, cmp);
+            //InMemoryBTreeRunner runner = new InMemoryBTreeRunner(numBatches, 8192, 100000, typeTraits, cmpFactories);
+            //BTreeBulkLoadRunner runner = new BTreeBulkLoadRunner(numBatches, 8192, 100000, typeTraits, cmp, 1.0f);
+            //BTreeRunner runner = new BTreeRunner(numBatches, 8192, 100000, typeTraits, cmp);
+            //String btreeName = "071211";
+            //BTreeSearchRunner runner = new BTreeSearchRunner(btreeName, 10, numBatches, 8192, 25000, typeTraits, cmp);
+            //LSMTreeRunner runner = new LSMTreeRunner(numBatches, 8192, 100, 8192, 250, typeTraits, cmp);
+            //LSMTreeSearchRunner runner = new LSMTreeSearchRunner(100000, numBatches, 8192, 24750, 8192, 250, typeTraits, cmp);
+            int inMemPageSize = 131072; // 128kb
+            int onDiskPageSize = inMemPageSize;
+            int inMemNumPages = 8192; // 1GB
+            int onDiskNumPages = 16384; // 2GB
+            LSMTreeRunner runner = new LSMTreeRunner(numBatches, inMemPageSize, inMemNumPages, onDiskPageSize,
+                    onDiskNumPages, typeTraits, cmpFactories, bloomFilterKeyFields, bloomFilterFalsePositiveRate);
+            DataGenThread dataGen = new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, payLoadSize, 50, 10, sorted);
+            dataGen.start();
+            runner.reset();
+            times[i] = runner.runExperiment(dataGen, numThreads);
+            System.out.println("TIME " + i + ": " + times[i] + "ms");
+            runner.deinit();
+        }
+        long avgTime = 0;
+        for (int i = 0; i < repeats; i++) {
+            avgTime += times[i];
+        }
+        avgTime /= repeats;
+        System.out.println("AVG TIME: " + avgTime + "ms");
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
new file mode 100644
index 0000000..91467de
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/tuples/LSMBTreeTuplesTest.java
@@ -0,0 +1,175 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.tuples;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.nio.ByteBuffer;
+import java.util.Arrays;
+import java.util.Random;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.datagen.DataGenUtils;
+import org.apache.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+
+@SuppressWarnings("rawtypes")
+public class LSMBTreeTuplesTest {
+
+    private final Random rnd = new Random(50);
+
+    private ByteBuffer writeTuple(ITupleReference tuple, LSMBTreeTupleWriter tupleWriter) {
+        // Write tuple into a buffer, then later try to read it.
+        int bytesRequired = tupleWriter.bytesRequired(tuple);
+        byte[] bytes = new byte[bytesRequired];
+        ByteBuffer targetBuf = ByteBuffer.wrap(bytes);
+        tupleWriter.writeTuple(tuple, bytes, 0);
+        return targetBuf;
+    }
+
+    private void testLSMBTreeTuple(ISerializerDeserializer[] maxFieldSerdes) throws HyracksDataException {
+        // Create a tuple with the max-1 fields for checking setFieldCount() of tuple references later.
+        ITypeTraits[] maxTypeTraits = SerdeUtils.serdesToTypeTraits(maxFieldSerdes);
+        IFieldValueGenerator[] maxFieldGens = DataGenUtils.getFieldGensFromSerdes(maxFieldSerdes, rnd, false);
+        // Generate a tuple with random field values.
+        Object[] maxFields = new Object[maxFieldSerdes.length];
+        for (int j = 0; j < maxFieldSerdes.length; j++) {
+            maxFields[j] = maxFieldGens[j].next();
+        }
+
+        // Run test for varying number of fields and keys.
+        for (int numKeyFields = 1; numKeyFields < maxFieldSerdes.length; numKeyFields++) {
+            // Create tuples with varying number of fields, and try to interpret their bytes with the lsmBTreeTuple.
+            for (int numFields = numKeyFields; numFields <= maxFieldSerdes.length; numFields++) {
+                // Create and write tuple to bytes using an LSMBTreeTupleWriter.
+                LSMBTreeTupleWriter maxMatterTupleWriter = new LSMBTreeTupleWriter(maxTypeTraits, numKeyFields, false);
+                ITupleReference maxTuple = TupleUtils.createTuple(maxFieldSerdes, (Object[])maxFields);
+                ByteBuffer maxMatterBuf = writeTuple(maxTuple, maxMatterTupleWriter);
+                // Tuple reference should work for both matter and antimatter tuples (doesn't matter which factory creates it).
+                LSMBTreeTupleReference maxLsmBTreeTuple = (LSMBTreeTupleReference) maxMatterTupleWriter.createTupleReference();
+
+                ISerializerDeserializer[] fieldSerdes = Arrays.copyOfRange(maxFieldSerdes, 0, numFields);
+                ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+                IFieldValueGenerator[] fieldGens = DataGenUtils.getFieldGensFromSerdes(fieldSerdes, rnd, false);
+                // Generate a tuple with random field values.
+                Object[] fields = new Object[numFields];
+                for (int j = 0; j < numFields; j++) {
+                    fields[j] = fieldGens[j].next();
+                }
+                // Create and write tuple to bytes using an LSMBTreeTupleWriter.
+                ITupleReference tuple = TupleUtils.createTuple(fieldSerdes, (Object[])fields);
+                LSMBTreeTupleWriter matterTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, false);
+                LSMBTreeTupleWriter antimatterTupleWriter = new LSMBTreeTupleWriter(typeTraits, numKeyFields, true);
+                LSMBTreeCopyTupleWriter copyTupleWriter = new LSMBTreeCopyTupleWriter(typeTraits, numKeyFields);
+                ByteBuffer matterBuf = writeTuple(tuple, matterTupleWriter);
+                ByteBuffer antimatterBuf = writeTuple(tuple, antimatterTupleWriter);
+
+                // The antimatter buf should only contain keys, sanity check the size.
+                if (numFields != numKeyFields) {
+                    assertTrue(antimatterBuf.array().length < matterBuf.array().length);
+                }
+
+                // Tuple reference should work for both matter and antimatter tuples (doesn't matter which factory creates it).
+                LSMBTreeTupleReference lsmBTreeTuple = (LSMBTreeTupleReference) matterTupleWriter.createTupleReference();
+
+                // Use LSMBTree tuple reference to interpret the written tuples.
+                // Repeat the block inside to test that repeated resetting to matter/antimatter tuples works.
+                for (int r = 0; r < 4; r++) {
+
+                    // Check matter tuple with lsmBTreeTuple.
+                    lsmBTreeTuple.resetByTupleOffset(matterBuf, 0);
+                    checkTuple(lsmBTreeTuple, numFields, false, fieldSerdes, fields);
+
+                    // Create a copy using copyTupleWriter, and verify again.
+                    ByteBuffer copyMatterBuf = writeTuple(lsmBTreeTuple, copyTupleWriter);
+                    lsmBTreeTuple.resetByTupleOffset(copyMatterBuf, 0);
+                    checkTuple(lsmBTreeTuple, numFields, false, fieldSerdes, fields);
+
+                    // Check antimatter tuple with lsmBTreeTuple.
+                    lsmBTreeTuple.resetByTupleOffset(antimatterBuf, 0);
+                    // Should only contain keys.
+                    checkTuple(lsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+
+                    // Create a copy using copyTupleWriter, and verify again.
+                    ByteBuffer copyAntimatterBuf = writeTuple(lsmBTreeTuple, copyTupleWriter);
+                    lsmBTreeTuple.resetByTupleOffset(copyAntimatterBuf, 0);
+                    // Should only contain keys.
+                    checkTuple(lsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+
+                    // Check matter tuple with maxLsmBTreeTuple.
+                    // We should be able to manually set a prefix of the fields
+                    // (the passed type traits in the tuple factory's constructor).
+                    maxLsmBTreeTuple.setFieldCount(numFields);
+                    maxLsmBTreeTuple.resetByTupleOffset(matterBuf, 0);
+                    checkTuple(maxLsmBTreeTuple, numFields, false, fieldSerdes, fields);
+
+                    // Check antimatter tuple with maxLsmBTreeTuple.
+                    maxLsmBTreeTuple.resetByTupleOffset(antimatterBuf, 0);
+                    // Should only contain keys.
+                    checkTuple(maxLsmBTreeTuple, numKeyFields, true, fieldSerdes, fields);
+
+                    // Resetting maxLsmBTreeTuple should set its field count to
+                    // maxFieldSerdes.length, based on the its type traits.
+                    maxLsmBTreeTuple.resetByTupleOffset(maxMatterBuf, 0);
+                    checkTuple(maxLsmBTreeTuple, maxFieldSerdes.length, false, maxFieldSerdes, maxFields);
+                }
+            }
+        }
+    }
+
+    private void checkTuple(LSMBTreeTupleReference tuple, int expectedFieldCount, boolean expectedAntimatter, ISerializerDeserializer[] fieldSerdes, Object[] expectedFields) throws HyracksDataException {
+        assertEquals(expectedFieldCount, tuple.getFieldCount());
+        assertEquals(expectedAntimatter, tuple.isAntimatter());
+        Object[] deserMatterTuple = TupleUtils.deserializeTuple(tuple, fieldSerdes);
+        for (int j = 0; j < expectedFieldCount; j++) {
+            assertEquals(expectedFields[j], deserMatterTuple[j]);
+        }
+    }
+
+    @Test
+    public void testLSMBTreeTuple() throws HyracksDataException {
+        ISerializerDeserializer[] intFields = new IntegerSerializerDeserializer[] {
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        testLSMBTreeTuple(intFields);
+
+        ISerializerDeserializer[] stringFields = new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                new UTF8StringSerializerDeserializer() };
+        testLSMBTreeTuple(stringFields);
+
+        ISerializerDeserializer[] mixedFields = new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE,
+                new UTF8StringSerializerDeserializer(), new UTF8StringSerializerDeserializer(),
+                IntegerSerializerDeserializer.INSTANCE };
+        testLSMBTreeTuple(mixedFields);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
new file mode 100644
index 0000000..c045fd7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.util;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.lsm.btree.impls.LSMBTree;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMBTreeTestContext extends OrderedIndexTestContext {
+
+    public LSMBTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMBTree lsmTree = (LSMBTree) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMBTree lsmTree = (LSMBTree) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    /**
+     * Override to provide upsert semantics for the check tuples.
+     */
+    @Override
+    public void insertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        upsertCheckTuple(checkTuple, checkTuples);
+    }
+
+    public static LSMBTreeTestContext create(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ISerializerDeserializer[] fieldSerdes,
+            int numKeyFields, double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        int[] bloomFilterKeyFields = new int[numKeyFields];
+        for (int i = 0; i < numKeyFields; ++i) {
+            bloomFilterKeyFields[i] = i;
+        }
+        LSMBTree lsmTree = LSMBTreeUtils.createLSMTree(virtualBufferCaches, file, diskBufferCache, diskFileMapProvider,
+                typeTraits, cmpFactories, bloomFilterKeyFields, bloomFilterFalsePositiveRate, mergePolicy, opTracker,
+                ioScheduler, ioOpCallback, true, null, null, null, null, true);
+        LSMBTreeTestContext testCtx = new LSMBTreeTestContext(fieldSerdes, lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java
new file mode 100644
index 0000000..6fd0838
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/org/apache/hyracks/storage/am/lsm/btree/util/LSMBTreeTestHarness.java
@@ -0,0 +1,216 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.btree.util;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingTracker;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class LSMBTreeTestHarness {
+    protected static final Logger LOGGER = Logger.getLogger(LSMBTreeTestHarness.class.getName());
+
+    public static final BTreeLeafFrameType[] LEAF_FRAMES_TO_TEST = new BTreeLeafFrameType[] { BTreeLeafFrameType.REGULAR_NSM };
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+    protected final double bloomFilterFalsePositiveRate;
+    protected final int numMutableComponents;
+
+    protected IOManager ioManager;
+    protected int ioDeviceId;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected List<IVirtualBufferCache> virtualBufferCaches;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTracker opTracker;
+    protected ILSMIOOperationCallback ioOpCallback;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected FileReference file;
+
+    public LSMBTreeTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_BTREE_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_BTREE_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_BTREE_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_BTREE_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_BTREE_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_BTREE_HYRACKS_FRAME_SIZE;
+        this.bloomFilterFalsePositiveRate = AccessMethodTestsConfig.LSM_BTREE_BLOOMFILTER_FALSE_POSITIVE_RATE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = new NoMergePolicy();
+        this.opTracker = new ThreadCountingTracker();
+        this.ioOpCallback = NoOpIOOperationCallback.INSTANCE;
+        this.numMutableComponents = AccessMethodTestsConfig.LSM_BTREE_NUM_MUTABLE_COMPONENTS;
+    }
+
+    public void setUp() throws HyracksException {
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        ioDeviceId = 0;
+        onDiskDir = ioManager.getIODevices().get(ioDeviceId).getPath() + sep + "lsm_btree_"
+                + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        virtualBufferCaches = new ArrayList<IVirtualBufferCache>();
+        for (int i = 0; i < numMutableComponents; i++) {
+            IVirtualBufferCache virtualBufferCache = new VirtualBufferCache(new HeapBufferAllocator(), memPageSize,
+                    memNumPages / numMutableComponents);
+            virtualBufferCaches.add(virtualBufferCache);
+        }
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        IODeviceHandle dev = ioManager.getIODevices().get(ioDeviceId);
+        File dir = new File(dev.getPath(), onDiskDir);
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        if (files != null) {
+            for (String fileName : files) {
+                File file = new File(dir.getPath() + File.separator + fileName);
+                file.delete();
+            }
+        }
+        dir.delete();
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public int getIODeviceId() {
+        return ioDeviceId;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public List<IVirtualBufferCache> getVirtualBufferCaches() {
+        return virtualBufferCaches;
+    }
+
+    public double getBoomFilterFalsePositiveRate() {
+        return bloomFilterFalsePositiveRate;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallback getIOOperationCallback() {
+        return ioOpCallback;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
new file mode 100644
index 0000000..131e20e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/pom.xml
@@ -0,0 +1,62 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-common-test</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <configuration>
+            <skip>true</skip>
+        </configuration>
+      </plugin>
+  </plugins>
+ </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>  	
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java
new file mode 100644
index 0000000..7716384
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyLSMIndexFileManager.java
@@ -0,0 +1,52 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.AbstractLSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+public class DummyLSMIndexFileManager extends AbstractLSMIndexFileManager {
+
+    public DummyLSMIndexFileManager(IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory) {
+        super(fileMapProvider, file, treeFactory);
+    }
+
+    protected void cleanupAndGetValidFilesInternal(FilenameFilter filter,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, ArrayList<ComparableFileName> allFiles)
+            throws HyracksDataException, IndexException {
+        File dir = new File(baseDir);
+        String[] files = dir.list(filter);
+        for (String fileName : files) {
+            File file = new File(dir.getPath() + File.separator + fileName);
+            FileReference fileRef = new FileReference(file);
+            allFiles.add(new ComparableFileName(fileRef));
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyTreeFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyTreeFactory.java
new file mode 100644
index 0000000..fa4bd30
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/DummyTreeFactory.java
@@ -0,0 +1,38 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
+
+public class DummyTreeFactory extends TreeIndexFactory<ITreeIndex> {
+
+    public DummyTreeFactory() {
+        super(null, null, null, null, null, null, 0);
+    }
+
+    @Override
+    public ITreeIndex createIndexInstance(FileReference file) throws IndexException {
+        return null;
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java
new file mode 100644
index 0000000..12ffb13
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/LSMIndexFileManagerTest.java
@@ -0,0 +1,261 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertEquals;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.io.IOException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Date;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.concurrent.Executors;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import org.apache.hyracks.storage.am.lsm.common.impls.LSMComponentFileReferences;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+
+public class LSMIndexFileManagerTest {
+    private static final int DEFAULT_PAGE_SIZE = 256;
+    private static final int DEFAULT_NUM_PAGES = 100;
+    private static final int DEFAULT_MAX_OPEN_FILES = 10;
+    private static final int DEFAULT_IO_DEVICE_ID = 0;
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected IOManager ioManager;
+    protected IFileMapProvider fileMapProvider;
+    protected String baseDir;
+    protected FileReference file;
+
+    @Before
+    public void setUp() throws HyracksException {
+        TestStorageManagerComponentHolder.init(DEFAULT_PAGE_SIZE, DEFAULT_NUM_PAGES, DEFAULT_MAX_OPEN_FILES);
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(null);
+        baseDir = ioManager.getIODevices().get(DEFAULT_IO_DEVICE_ID).getPath() + sep + "lsm_tree"
+                + simpleDateFormat.format(new Date()) + sep;
+        File f = new File(baseDir);
+        f.mkdirs();
+        file = new FileReference(f);
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        File f = new File(baseDir);
+        f.deleteOnExit();
+    }
+
+    public void sortOrderTest(boolean testFlushFileName) throws InterruptedException, HyracksDataException {
+        ILSMIndexFileManager fileManager = new DummyLSMIndexFileManager(fileMapProvider, file, new DummyTreeFactory());
+        LinkedList<String> fileNames = new LinkedList<String>();
+
+        int numFileNames = 100;
+        long sleepTime = 5;
+        for (int i = 0; i < numFileNames; i++) {
+            String flushFileName = (String) fileManager.getRelFlushFileReference().getInsertIndexFileReference()
+                    .getFile().getName();
+            if (testFlushFileName) {
+                fileNames.addFirst(flushFileName);
+            }
+            Thread.sleep(sleepTime);
+            if (!testFlushFileName) {
+                String secondFlushFileName = (String) fileManager.getRelFlushFileReference()
+                        .getInsertIndexFileReference().getFile().getName();
+                String mergeFileName = getMergeFileName(fileManager, flushFileName, secondFlushFileName);
+                fileNames.addFirst(mergeFileName);
+                Thread.sleep(sleepTime);
+            }
+        }
+
+        List<String> sortedFileNames = new ArrayList<String>();
+        sortedFileNames.addAll(fileNames);
+
+        // Make sure the comparator sorts in the correct order (i.e., the
+        // reverse insertion order in this case).
+        Comparator<String> cmp = fileManager.getFileNameComparator();
+        Collections.sort(sortedFileNames, cmp);
+        for (int i = 0; i < numFileNames; i++) {
+            assertEquals(fileNames.get(i), sortedFileNames.get(i));
+        }
+    }
+
+    @Test
+    public void flushAndMergeFilesSortOrderTest() throws InterruptedException, HyracksDataException {
+        sortOrderTest(true);
+        sortOrderTest(false);
+    }
+
+    public void cleanInvalidFilesTest(IOManager ioManager) throws InterruptedException, IOException, IndexException {
+        ILSMIndexFileManager fileManager = new DummyLSMIndexFileManager(fileMapProvider, file, new DummyTreeFactory());
+        fileManager.createDirs();
+
+        List<FileReference> flushFiles = new ArrayList<FileReference>();
+        List<FileReference> allFiles = new ArrayList<FileReference>();
+
+        int numFileNames = 100;
+        long sleepTime = 5;
+        // Generate a bunch of flush files.
+        for (int i = 0; i < numFileNames; i++) {
+            LSMComponentFileReferences relFlushFileRefs = fileManager.getRelFlushFileReference();
+            flushFiles.add(relFlushFileRefs.getInsertIndexFileReference());
+            Thread.sleep(sleepTime);
+        }
+        allFiles.addAll(flushFiles);
+
+        // Simulate merging some of the flush files.
+        // Merge range 0 to 4.
+        FileReference mergeFile1 = simulateMerge(fileManager, flushFiles.get(0), flushFiles.get(4));
+        allFiles.add(mergeFile1);
+        // Merge range 5 to 9.
+        FileReference mergeFile2 = simulateMerge(fileManager, flushFiles.get(5), flushFiles.get(9));
+        allFiles.add(mergeFile2);
+        // Merge range 10 to 19.
+        FileReference mergeFile3 = simulateMerge(fileManager, flushFiles.get(10), flushFiles.get(19));
+        allFiles.add(mergeFile3);
+        // Merge range 20 to 29.
+        FileReference mergeFile4 = simulateMerge(fileManager, flushFiles.get(20), flushFiles.get(29));
+        allFiles.add(mergeFile4);
+        // Merge range 50 to 79.
+        FileReference mergeFile5 = simulateMerge(fileManager, flushFiles.get(50), flushFiles.get(79));
+        allFiles.add(mergeFile5);
+
+        // Simulate merging of merge files.
+        FileReference mergeFile6 = simulateMerge(fileManager, mergeFile1, mergeFile2);
+        allFiles.add(mergeFile6);
+        FileReference mergeFile7 = simulateMerge(fileManager, mergeFile3, mergeFile4);
+        allFiles.add(mergeFile7);
+
+        // Create all files and set delete on exit for all files.
+        for (FileReference fileRef : allFiles) {
+            fileRef.getFile().createNewFile();
+            fileRef.getFile().deleteOnExit();
+        }
+
+        // Populate expected valid flush files.
+        List<String> expectedValidFiles = new ArrayList<String>();
+        for (int i = 30; i < 50; i++) {
+            expectedValidFiles.add(flushFiles.get(i).getFile().getName());
+        }
+        for (int i = 80; i < 100; i++) {
+            expectedValidFiles.add(flushFiles.get(i).getFile().getName());
+        }
+
+        // Populate expected valid merge files.
+        expectedValidFiles.add(mergeFile5.getFile().getName());
+        expectedValidFiles.add(mergeFile6.getFile().getName());
+        expectedValidFiles.add(mergeFile7.getFile().getName());
+
+        // Sort expected files.
+        Collections.sort(expectedValidFiles, fileManager.getFileNameComparator());
+
+        // Pass null and a dummy component finalizer. We don't test for physical consistency in this test.
+        List<LSMComponentFileReferences> lsmComonentFileReference = fileManager.cleanupAndGetValidFiles();
+
+        // Check actual files against expected files.
+        assertEquals(expectedValidFiles.size(), lsmComonentFileReference.size());
+        for (int i = 0; i < expectedValidFiles.size(); i++) {
+            assertEquals(expectedValidFiles.get(i), lsmComonentFileReference.get(i).getInsertIndexFileReference()
+                    .getFile().getName());
+        }
+
+        // Make sure invalid files were removed from the IODevices.
+        ArrayList<String> remainingFiles = new ArrayList<String>();
+        File dir = new File(baseDir);
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        for (String file : files) {
+            File f = new File(file);
+            remainingFiles.add(f.getName());
+        }
+
+        Collections.sort(remainingFiles, fileManager.getFileNameComparator());
+        // Check actual files in directory against expected files.
+        assertEquals(expectedValidFiles.size(), remainingFiles.size());
+        for (int i = 0; i < expectedValidFiles.size(); i++) {
+            assertEquals(expectedValidFiles.get(i), remainingFiles.get(i));
+        }
+    }
+
+    @Test
+    public void singleIODeviceTest() throws InterruptedException, IOException, IndexException {
+        IOManager singleDeviceIOManager = createIOManager(1);
+        cleanInvalidFilesTest(singleDeviceIOManager);
+        cleanDirs(singleDeviceIOManager);
+    }
+
+    private void cleanDirs(IOManager ioManager) {
+        File dir = new File(baseDir);
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        for (String file : files) {
+            File f = new File(file);
+            f.delete();
+        }
+
+    }
+
+    private IOManager createIOManager(int numDevices) throws HyracksException {
+        List<IODeviceHandle> devices = new ArrayList<IODeviceHandle>();
+        for (int i = 0; i < numDevices; i++) {
+            String iodevPath = System.getProperty("java.io.tmpdir") + sep + "test_iodev" + i;
+            devices.add(new IODeviceHandle(new File(iodevPath), "wa"));
+        }
+        return new IOManager(devices, Executors.newCachedThreadPool());
+    }
+
+    private FileReference simulateMerge(ILSMIndexFileManager fileManager, FileReference a, FileReference b)
+            throws HyracksDataException {
+        LSMComponentFileReferences relMergeFileRefs = fileManager.getRelMergeFileReference(a.getFile().getName(), b
+                .getFile().getName());
+        return relMergeFileRefs.getInsertIndexFileReference();
+    }
+
+    private String getMergeFileName(ILSMIndexFileManager fileNameManager, String firstFile, String lastFile)
+            throws HyracksDataException {
+        File f1 = new File(firstFile);
+        File f2 = new File(lastFile);
+        return (String) fileNameManager.getRelMergeFileReference(f1.getName(), f2.getName())
+                .getInsertIndexFileReference().getFile().getName();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualBufferCacheTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualBufferCacheTest.java
new file mode 100644
index 0000000..aa32982
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualBufferCacheTest.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertTrue;
+
+import java.io.File;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Random;
+import java.util.Set;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+
+public class VirtualBufferCacheTest {
+    private static final long SEED = 123456789L;
+    private static final int NUM_OVERPIN = 128;
+    private static final int PAGE_SIZE = 256;
+    private static final int NUM_FILES = 10;
+    private static final int NUM_PAGES = 1000;
+
+    private final Random random;
+    private final FileState[] fileStates;
+
+    private VirtualBufferCache vbc;
+
+    public VirtualBufferCacheTest() {
+        fileStates = new FileState[NUM_FILES];
+        for (int i = 0; i < NUM_FILES; i++) {
+            fileStates[i] = new FileState();
+        }
+        random = new Random(SEED);
+        vbc = null;
+    }
+
+    private static class FileState {
+        private int fileId;
+        private FileReference fileRef;
+        private int pinCount;
+        private Set<ICachedPage> pinnedPages;
+
+        public FileState() {
+            fileId = -1;
+            fileRef = null;
+            pinCount = 0;
+            pinnedPages = new HashSet<ICachedPage>();
+        }
+    }
+
+    /**
+     * Pins NUM_PAGES randomly distributed across NUM_FILES and checks that each
+     * set of cached pages pinned on behalf of a file are disjoint from all other sets of
+     * cached pages pinned on behalf of other files.
+     * Additionally, the test perform the same test when pinning over soft cap (NUM_PAGES)
+     * of pages.
+     */
+    @Test
+    public void test01() throws Exception {
+        ICacheMemoryAllocator allocator = new HeapBufferAllocator();
+        vbc = new VirtualBufferCache(allocator, PAGE_SIZE, NUM_PAGES);
+        vbc.open();
+        createFiles();
+
+        kPins(NUM_PAGES);
+        assertTrue(pagesDisjointed());
+
+        kPins(NUM_OVERPIN);
+        assertTrue(pagesDisjointed());
+
+        deleteFiles();
+        vbc.close();
+    }
+
+    private boolean pagesDisjointed() {
+        boolean disjoint = true;
+        for (int i = 0; i < NUM_FILES; i++) {
+            FileState fi = fileStates[i];
+            for (int j = i + 1; j < NUM_FILES; j++) {
+                FileState fj = fileStates[j];
+                disjoint = disjoint && Collections.disjoint(fi.pinnedPages, fj.pinnedPages);
+            }
+        }
+        return disjoint;
+    }
+
+    private void createFiles() throws Exception {
+        for (int i = 0; i < NUM_FILES; i++) {
+            FileState f = fileStates[i];
+            String fName = String.format("f%d", i);
+            f.fileRef = new FileReference(new File(fName));
+            vbc.createFile(f.fileRef);
+            f.fileId = vbc.getFileMapProvider().lookupFileId(f.fileRef);
+        }
+    }
+
+    private void deleteFiles() throws Exception {
+        for (int i = 0; i < NUM_FILES; i++) {
+            vbc.deleteFile(fileStates[i].fileId, false);
+        }
+    }
+
+    private void kPins(int k) throws Exception {
+        int numPinned = 0;
+        while (numPinned < k) {
+            int fsIdx = random.nextInt(NUM_FILES);
+            FileState f = fileStates[fsIdx];
+            ICachedPage p = vbc.pin(BufferedFileHandle.getDiskPageId(f.fileId, f.pinCount), true);
+            f.pinnedPages.add(p);
+            ++f.pinCount;
+            ++numPinned;
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualFreePageManagerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualFreePageManagerTest.java
new file mode 100644
index 0000000..86f75d4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/org/apache/hyracks/storage/am/lsm/common/VirtualFreePageManagerTest.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.common;
+
+import static org.junit.Assert.assertEquals;
+
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public class VirtualFreePageManagerTest {
+
+    private final int NUM_PAGES = 100;
+
+    private void testInMemoryFreePageManager(VirtualMetaDataPageManager virtualFreePageManager) throws HyracksDataException {
+        // The first two pages are reserved for the BTree's metadata page and
+        // root page.
+        // The "actual" capacity is therefore numPages - 2.
+        int capacity = virtualFreePageManager.getCapacity();
+        assertEquals(capacity, NUM_PAGES - 2);
+        for (int i = 0; i < capacity; i++) {
+            int pageId = virtualFreePageManager.getFreePage(null);
+            // The free pages start from page 2;
+            assertEquals(i + 2, pageId);
+        }
+        // Start asking for 100 pages above the capacity.
+        // Asking for pages above the capacity should be very rare, but
+        // nevertheless succeed.
+        // We expect isFull() to return true.
+        for (int i = 0; i < 100; i++) {
+            int pageId = virtualFreePageManager.getFreePage(null);
+            assertEquals(capacity + i + 2, pageId);
+        }
+    }
+
+    @Test
+    public void test01() throws HyracksDataException {
+        VirtualMetaDataPageManager virtualFreePageManager = new VirtualMetaDataPageManager(NUM_PAGES);
+        testInMemoryFreePageManager(virtualFreePageManager);
+        // We expect exactly the same behavior after a reset().
+        virtualFreePageManager.reset();
+        testInMemoryFreePageManager(virtualFreePageManager);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
new file mode 100644
index 0000000..8972b97
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
@@ -0,0 +1,78 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>hyracks-storage-am-lsm-invertedindex-test</artifactId>
+
+    <parent>
+        <artifactId>hyracks-tests</artifactId>
+        <groupId>org.apache.hyracks</groupId>
+        <version>0.2.18-SNAPSHOT</version>
+        <relativePath>..</relativePath>
+    </parent>
+
+   <build>
+      <plugins>
+         <plugin>
+             <groupId>org.apache.maven.plugins</groupId>
+             <artifactId>maven-deploy-plugin</artifactId>
+             <configuration>
+               <skip>true</skip>
+             </configuration>
+         </plugin>
+      </plugins>
+   </build>
+   <properties>
+         <root.dir>${basedir}/../../..</root.dir>
+   </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>compile</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-test-support</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-data-std</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>jar</type>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.hyracks</groupId>
+            <artifactId>hyracks-util</artifactId>
+            <version>0.2.18-SNAPSHOT</version>
+            <type>test-jar</type>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..7c1e656
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.LSM, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..7fe77f7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public LSMInvertedIndexDeleteTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
new file mode 100644
index 0000000..277eb60
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexInsertTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
new file mode 100644
index 0000000..f336d4a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import java.io.IOException;
+
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMergeTest extends AbstractInvertedIndexLoadTest {
+
+    private final int maxTreesToMerge = AccessMethodTestsConfig.LSM_INVINDEX_MAX_TREES_TO_MERGE;
+
+    public LSMInvertedIndexMergeTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+
+    @Override
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+        ILSMIndexAccessor invIndexAccessor = (ILSMIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                // Deactivate and the re-activate the index to force it flush its in memory component
+                invIndex.deactivate();
+                invIndex.activate();
+            }
+            // Perform merge.
+            invIndexAccessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE,
+                    ((LSMInvertedIndex) invIndex).getImmutableComponents());
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
new file mode 100644
index 0000000..0f5ffc8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public LSMInvertedIndexSearchTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..b23a730
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexBulkLoadTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedLSMInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..5d3966d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexDeleteTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public PartitionedLSMInvertedIndexDeleteTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java
new file mode 100644
index 0000000..2ee71f5
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexInsertTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedLSMInvertedIndexInsertTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java
new file mode 100644
index 0000000..8aed83a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexMergeTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import java.io.IOException;
+
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class PartitionedLSMInvertedIndexMergeTest extends AbstractInvertedIndexLoadTest {
+
+    private final int maxTreesToMerge = AccessMethodTestsConfig.LSM_INVINDEX_MAX_TREES_TO_MERGE;
+
+    public PartitionedLSMInvertedIndexMergeTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+
+    @Override
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+        ILSMIndexAccessor invIndexAccessor = (ILSMIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                // Deactivate and the re-activate the index to force it flush its in memory component
+                invIndex.deactivate();
+                invIndex.activate();
+            }
+            // Perform merge.
+            invIndexAccessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE,
+                    ((LSMInvertedIndex) invIndex).getImmutableComponents());
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java
new file mode 100644
index 0000000..6e9d7a7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/PartitionedLSMInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedLSMInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_LSM, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..e59f85c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexDeleteTest extends AbstractInvertedIndexTest {
+
+    protected final int numInsertRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_INSERT_ROUNDS;
+    protected final int numDeleteRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DELETE_ROUNDS;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexDeleteTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+
+        if ((invIndexType != InvertedIndexType.LSM) && (invIndexType != InvertedIndexType.PARTITIONED_LSM) || !bulkLoad) {
+            invIndex.create();
+            invIndex.activate();
+        }
+
+        for (int i = 0; i < numInsertRounds; i++) {
+            // Start generating documents ids from 0 again.
+            tupleGen.reset();
+            if (bulkLoad) {
+                if ((invIndexType != InvertedIndexType.LSM) && (invIndexType != InvertedIndexType.PARTITIONED_LSM)) {
+                    LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT, false);
+                } else {
+
+                    LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT, true);
+                }
+            } else {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            }
+
+            // Delete all documents in a couple of rounds.
+            int numTuplesPerDeleteRound = (int) Math.ceil((float) testCtx.getDocumentCorpus().size()
+                    / (float) numDeleteRounds);
+            for (int j = 0; j < numDeleteRounds; j++) {
+                LSMInvertedIndexTestUtils.deleteFromInvIndex(testCtx, harness.getRandom(), numTuplesPerDeleteRound);
+                validateAndCheckIndex(testCtx);
+                runTinySearchWorkload(testCtx, tupleGen);
+            }
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
new file mode 100644
index 0000000..78b6d0e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
@@ -0,0 +1,92 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexLoadTest extends AbstractInvertedIndexTest {
+
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexLoadTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        if(invIndexType != InvertedIndexType.PARTITIONED_ONDISK && invIndexType != InvertedIndexType.ONDISK) {
+            invIndex.create();
+            invIndex.activate();
+        }
+        if (bulkLoad) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT, true);
+        } else {
+            LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        }
+        validateAndCheckIndex(testCtx);
+        runTinySearchWorkload(testCtx, tupleGen);
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
new file mode 100644
index 0000000..3a188fe
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.EditDistanceSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+import org.junit.Test;
+
+public abstract class AbstractInvertedIndexSearchTest extends AbstractInvertedIndexTest {
+
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexSearchTest.class.getName());
+
+    protected int NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOC_QUERIES;
+    protected int NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_RANDOM_QUERIES;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexSearchTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen,
+            List<IInvertedIndexSearchModifier> searchModifiers) throws IOException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        if ((invIndexType != InvertedIndexType.LSM) && (invIndexType != InvertedIndexType.PARTITIONED_LSM) || !bulkLoad) {
+            invIndex.create();
+            invIndex.activate();
+        }
+        if (bulkLoad) {
+            if ((invIndexType != InvertedIndexType.LSM) && (invIndexType != InvertedIndexType.PARTITIONED_LSM)) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT, false);
+            } else {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT, true);
+            }
+        } else {
+            LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        }
+        invIndex.validate();
+
+        for (IInvertedIndexSearchModifier searchModifier : searchModifiers) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running searches with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(), NUM_DOC_QUERIES,
+                    NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    private void testWordInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.8f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    private void testNGramInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.8f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 0));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 1));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 2));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 3));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness,
+                invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
new file mode 100644
index 0000000..1afe4ee
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexTest {
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexTest.class.getName());
+
+    protected final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+
+    protected final int NUM_DOCS_TO_INSERT = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOCS_TO_INSERT;
+    protected final int[] SCAN_COUNT_ARRAY = new int[AccessMethodTestsConfig.LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE];
+
+    protected final int TINY_WORKLOAD_NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_DOC_QUERIES;
+    protected final int TINY_WORKLOAD_NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES;
+
+    // Note: The edit-distance search modifier is tested separately.
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+
+    protected final InvertedIndexType invIndexType;
+
+    public AbstractInvertedIndexTest(InvertedIndexType invIndexType) {
+        this.invIndexType = invIndexType;
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    /**
+     * Validates the index, and compares it against the expected index.
+     * This test is only for verifying the integrity and correctness of the index,
+     * it does not ensure the correctness of index searches.
+     */
+    protected void validateAndCheckIndex(LSMInvertedIndexTestContext testCtx) throws HyracksDataException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Validating index: " + invIndex);
+        }
+        // Validate index and compare against expected index.
+        invIndex.validate();
+        if (invIndexType == InvertedIndexType.INMEMORY || invIndexType == InvertedIndexType.ONDISK) {
+            // This comparison method exercises different features of these types of inverted indexes.
+            LSMInvertedIndexTestUtils.compareActualAndExpectedIndexes(testCtx);
+        }
+        LSMInvertedIndexTestUtils.compareActualAndExpectedIndexesRangeSearch(testCtx);
+    }
+
+    /**
+     * Runs a workload of queries using different search modifiers, and verifies the correctness of the results.
+     */
+    protected void runTinySearchWorkload(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        for (IInvertedIndexSearchModifier searchModifier : TEST_SEARCH_MODIFIERS) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running test workload with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(),
+                    TINY_WORKLOAD_NUM_DOC_QUERIES, TINY_WORKLOAD_NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
new file mode 100644
index 0000000..6ef4526
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
@@ -0,0 +1,222 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.Random;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.MultitenantVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingTracker;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class LSMInvertedIndexTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+    protected final double bloomFilterFalsePositiveRate;
+    protected final int numMutableComponents;
+
+    protected IOManager ioManager;
+    protected int ioDeviceId;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected List<IVirtualBufferCache> virtualBufferCaches;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTracker opTracker;
+    protected ILSMIOOperationCallback ioOpCallback;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected String btreeFileName = "btree_vocab";
+    protected String invIndexFileName = "inv_index";
+    protected FileReference invIndexFileRef;
+
+    public LSMInvertedIndexTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_INVINDEX_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_INVINDEX_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_INVINDEX_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_INVINDEX_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_INVINDEX_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_INVINDEX_HYRACKS_FRAME_SIZE;
+        this.bloomFilterFalsePositiveRate = AccessMethodTestsConfig.LSM_INVINDEX_BLOOMFILTER_FALSE_POSITIVE_RATE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = new NoMergePolicy();
+        this.opTracker = new ThreadCountingTracker();
+        this.ioOpCallback = NoOpIOOperationCallback.INSTANCE;
+        this.numMutableComponents = AccessMethodTestsConfig.LSM_INVINDEX_NUM_MUTABLE_COMPONENTS;
+    }
+
+    public void setUp() throws HyracksException {
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        ioDeviceId = 0;
+        onDiskDir = ioManager.getIODevices().get(ioDeviceId).getPath() + sep + "lsm_invertedindex_"
+                + simpleDateFormat.format(new Date()) + sep;
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        virtualBufferCaches = new ArrayList<IVirtualBufferCache>();
+        for (int i = 0; i < numMutableComponents; i++) {
+            IVirtualBufferCache virtualBufferCache = new MultitenantVirtualBufferCache(new VirtualBufferCache(
+                    new HeapBufferAllocator(), memPageSize, memNumPages / numMutableComponents));
+            virtualBufferCaches.add(virtualBufferCache);
+            virtualBufferCache.open();
+        }
+        rnd.setSeed(RANDOM_SEED);
+        invIndexFileRef = ioManager.getIODevices().get(0).createFileReference(onDiskDir + invIndexFileName);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        IODeviceHandle dev = ioManager.getIODevices().get(ioDeviceId);
+        File dir = new File(dev.getPath(), onDiskDir);
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        if (files != null) {
+            for (String fileName : files) {
+                File file = new File(dir.getPath() + File.separator + fileName);
+                file.delete();
+            }
+        }
+        dir.delete();
+        for (int i = 0; i < numMutableComponents; i++) {
+            virtualBufferCaches.get(i).close();
+        }
+    }
+
+    public FileReference getInvListsFileRef() {
+        return invIndexFileRef;
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public int getIODeviceId() {
+        return ioDeviceId;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public List<IVirtualBufferCache> getVirtualBufferCaches() {
+        return virtualBufferCaches;
+    }
+
+    public double getBoomFilterFalsePositiveRate() {
+        return bloomFilterFalsePositiveRate;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public String getOnDiskDir() {
+        return onDiskDir;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallback getIOOperationCallback() {
+        return ioOpCallback;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..56091e1
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public InMemoryInvertedIndexDeleteTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
new file mode 100644
index 0000000..d05f066
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public InMemoryInvertedIndexInsertTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
new file mode 100644
index 0000000..3aa2917
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public InMemoryInvertedIndexSearchTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..c869720
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexDeleteTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public PartitionedInMemoryInvertedIndexDeleteTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java
new file mode 100644
index 0000000..ffa0cd3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexInsertTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedInMemoryInvertedIndexInsertTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java
new file mode 100644
index 0000000..d1b73c8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/inmemory/PartitionedInMemoryInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedInMemoryInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedInMemoryInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_INMEMORY, false);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
new file mode 100644
index 0000000..b4616c3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
@@ -0,0 +1,166 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMultiThreadTest {
+
+    protected final Logger LOGGER = Logger.getLogger(LSMInvertedIndexMultiThreadTest.class.getName());
+
+    // Machine-specific number of threads to use for testing.
+    protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
+    // Excessive number of threads for testing.
+    protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS;
+
+    protected final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    protected final LSMInvertedIndexWorkerFactory workerFactory = new LSMInvertedIndexWorkerFactory();
+    protected final ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numThreads,
+            TestWorkloadConf conf, String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
+        }
+
+        // 4 batches per thread.
+        int batchSize = (NUM_OPERATIONS / numThreads) / 4;
+
+        LSMInvertedIndexMultiThreadTestDriver driver = new LSMInvertedIndexMultiThreadTestDriver(testCtx.getIndex(),
+                workerFactory, tupleGen.getFieldSerdes(), tupleGen.getFieldGens(), conf.ops, conf.opProbs);
+        driver.init();
+        long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        testCtx.getIndex().validate();
+        driver.deinit();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test Time: " + times[0] + "ms");
+        }
+    }
+
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, and deletes.
+        TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Documents";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                        getIndexType());
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Person Names";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(
+                        harness, getIndexType());
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+
+    protected InvertedIndexType getIndexType() {
+        return InvertedIndexType.LSM;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
new file mode 100644
index 0000000..dc906ff
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.IndexMultiThreadTestDriver;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexMultiThreadTestDriver extends IndexMultiThreadTestDriver {
+
+    protected final IFieldValueGenerator[] fieldGens;
+
+    public LSMInvertedIndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, IFieldValueGenerator[] fieldGens, TestOperation[] ops,
+            double[] opProbs) {
+        super(index, workerFactory, fieldSerdes, ops, opProbs);
+        this.fieldGens = fieldGens;
+    }
+
+    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
+        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, fieldGens, RANDOM_SEED, 2 * numThreads);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
new file mode 100644
index 0000000..9187e0e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
@@ -0,0 +1,133 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public class LSMInvertedIndexTestWorker extends AbstractIndexTestWorker {
+
+    protected final LSMInvertedIndex invIndex;
+    protected final List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();
+    protected final Random rnd = new Random(50);
+
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+
+    public LSMInvertedIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        invIndex = (LSMInvertedIndex) index;
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMInvertedIndexAccessor accessor = (LSMInvertedIndexAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor(false);
+        IIndexCursor rangeSearchCursor = accessor.createRangeSearchCursor();
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, null, null);
+        IBinaryTokenizerFactory tokenizerFactory = invIndex.getTokenizerFactory();
+        int searchModifierIndex = Math.abs(rnd.nextInt()) % TEST_SEARCH_MODIFIERS.length;
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizerFactory.createTokenizer(),
+                TEST_SEARCH_MODIFIERS[searchModifierIndex]);
+
+        switch (op) {
+            case INSERT: {
+                insert(accessor, tuple);
+                break;
+            }
+
+            case DELETE: {
+                // Randomly pick a document from the corpus to delete.
+                if (!documentCorpus.isEmpty()) {
+                    int docIndex = Math.abs(rnd.nextInt()) % documentCorpus.size();
+                    ITupleReference deleteTuple = documentCorpus.get(docIndex);
+                    accessor.delete(deleteTuple);
+                    // Swap tupleIndex with last element.
+                    documentCorpus.set(docIndex, documentCorpus.get(documentCorpus.size() - 1));
+                    documentCorpus.remove(documentCorpus.size() - 1);
+                } else {
+                    // No existing documents to delete, treat this case as an insert.
+                    insert(accessor, tuple);
+                }
+                break;
+            }
+
+            case POINT_SEARCH: {
+                searchCursor.reset();
+                searchPred.setQueryTuple(tuple);
+                searchPred.setQueryFieldIndex(0);
+                try {
+                    accessor.search(searchCursor, searchPred);
+                    consumeCursorTuples(searchCursor);
+                } catch (OccurrenceThresholdPanicException e) {
+                    // Ignore.
+                }
+                break;
+            }
+
+            case SCAN: {
+                rangeSearchCursor.reset();
+                accessor.rangeSearch(rangeSearchCursor, rangePred);
+                consumeCursorTuples(rangeSearchCursor);
+                break;
+            }
+
+            case MERGE: {
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE, invIndex.getImmutableComponents());
+                break;
+            }
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void insert(LSMInvertedIndexAccessor accessor, ITupleReference tuple) throws HyracksDataException,
+            IndexException {
+        // Ignore ongoing merges. Do an insert instead.
+        accessor.insert(tuple);
+        // Add tuple to document corpus so we can delete it.
+        ITupleReference copyTuple = TupleUtils.copyTuple(tuple);
+        documentCorpus.add(copyTuple);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
new file mode 100644
index 0000000..840b918
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMInvertedIndexWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new LSMInvertedIndexTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java
new file mode 100644
index 0000000..f68dd91
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/multithread/PartitionedLSMInvertedIndexMultiThreadTest.java
@@ -0,0 +1,29 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedLSMInvertedIndexMultiThreadTest extends LSMInvertedIndexMultiThreadTest {
+
+    protected InvertedIndexType getIndexType() {
+        return InvertedIndexType.PARTITIONED_LSM;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
new file mode 100644
index 0000000..4e5ccb9
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
@@ -0,0 +1,79 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+import java.util.ArrayList;
+import java.util.Random;
+
+import junit.framework.Assert;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
+
+public class FixedSizeFrameTupleTest {
+
+    private static int FRAME_SIZE = 4096;
+
+    private Random rnd = new Random(50);
+
+    /**
+     * This test verifies the correct behavior of the FixedSizeFrameTuple class.
+     * Frames containing FixedSizeFrameTuple's require neither tuple slots nor
+     * field slots. The tests inserts generated data into a frame until the
+     * frame is full, and then verifies the frame's contents.
+     *
+     */
+    @Test
+    public void singleFieldTest() throws Exception {
+        ByteBuffer buffer = ByteBuffer.allocate(FRAME_SIZE);
+
+        ITypeTraits[] fields = new ITypeTraits[1];
+        fields[0] = IntegerPointable.TYPE_TRAITS;
+
+        FixedSizeFrameTupleAppender ftapp = new FixedSizeFrameTupleAppender(FRAME_SIZE, fields);
+        FixedSizeFrameTupleAccessor ftacc = new FixedSizeFrameTupleAccessor(FRAME_SIZE, fields);
+
+        boolean frameHasSpace = true;
+
+        ArrayList<Integer> check = new ArrayList<Integer>();
+
+        ftapp.reset(buffer, true);
+        while (frameHasSpace) {
+            int val = rnd.nextInt();
+            frameHasSpace = ftapp.append(val);
+            if (frameHasSpace) {
+                check.add(val);
+                ftapp.incrementTupleCount(1);
+            }
+        }
+
+        ftacc.reset(buffer);
+        for (int i = 0; i < ftacc.getTupleCount(); i++) {
+            int val = IntegerPointable.getInteger(ftacc.getBuffer().array(), ftacc.getTupleStartOffset(i));
+            Assert.assertEquals(check.get(i).intValue(), val);
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..5771111
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public OnDiskInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
new file mode 100644
index 0000000..27063e7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.primitive.UTF8StringPointable;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+
+public class OnDiskInvertedIndexLifecycleTest extends AbstractIndexLifecycleTest {
+
+    private final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    private ITreeIndexFrame frame = null;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        return harness.getInvListsFileRef().getFile().exists()
+                && ((OnDiskInvertedIndex) index).getBTree().getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        if (frame == null) {
+            frame = ((OnDiskInvertedIndex) index).getBTree().getLeafFrameFactory().createFrame();
+        }
+        return ((OnDiskInvertedIndex) index).getBTree().isEmptyTree(frame);
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(UTF8StringPointable.FACTORY) };
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[] { IntegerPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(IntegerPointable.FACTORY) };
+        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = new FileReference(new File(harness.getInvListsFileRef().getFile().getPath()
+                + "_btree"));
+        index = new OnDiskInvertedIndex(harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), invListBuilder,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                harness.getInvListsFileRef(), btreeFile);
+
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        try {
+            index.deactivate();
+        } catch (Exception e) {
+        } finally {
+            index.destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        // Do nothing.
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
new file mode 100644
index 0000000..83ca0ed
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public OnDiskInvertedIndexSearchTest() {
+        super(InvertedIndexType.ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..889ed1f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexBulkLoadTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedOnDiskInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public PartitionedOnDiskInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.PARTITIONED_ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java
new file mode 100644
index 0000000..f2fa5ce
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/ondisk/PartitionedOnDiskInvertedIndexSearchTest.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class PartitionedOnDiskInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public PartitionedOnDiskInvertedIndexSearchTest() {
+        super(InvertedIndexType.PARTITIONED_ONDISK, true);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
new file mode 100644
index 0000000..6e764c3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
@@ -0,0 +1,227 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.util.string.UTF8StringReader;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+public class NGramTokenizerTest {
+
+    private char PRECHAR = '#';
+    private char POSTCHAR = '$';
+
+    private String str = "Jürgen S. Generic's Car";
+    private byte[] inputBuffer;
+
+    private int gramLength = 3;
+
+    private void getExpectedGrams(String s, int gramLength, ArrayList<String> grams, boolean prePost) {
+
+        String tmp = s.toLowerCase();
+        if (prePost) {
+            StringBuilder preBuilder = new StringBuilder();
+            for (int i = 0; i < gramLength - 1; i++) {
+                preBuilder.append(PRECHAR);
+            }
+            String pre = preBuilder.toString();
+
+            StringBuilder postBuilder = new StringBuilder();
+            for (int i = 0; i < gramLength - 1; i++) {
+                postBuilder.append(POSTCHAR);
+            }
+            String post = postBuilder.toString();
+
+            tmp = pre + s.toLowerCase() + post;
+        }
+
+        for (int i = 0; i < tmp.length() - gramLength + 1; i++) {
+            String gram = tmp.substring(i, i + gramLength);
+            grams.add(gram);
+        }
+    }
+
+    @Before
+    public void init() throws Exception {
+        inputBuffer = UTF8StringUtil.writeStringToBytes(str);
+    }
+
+    void runTestNGramTokenizerWithCountedHashedUTF8Tokens(boolean prePost) throws IOException {
+        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, false,
+                false, tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
+        HashMap<String, Integer> gramCounts = new HashMap<String, Integer>();
+        for (String s : expectedGrams) {
+            Integer count = gramCounts.get(s);
+            if (count == null) {
+                count = 1;
+                gramCounts.put(s, count);
+            } else {
+                count++;
+            }
+
+            int hash = tokenHash(s, count);
+            expectedHashedGrams.add(hash);
+        }
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedGram = in.readInt();
+
+            // System.out.println(hashedGram);
+
+            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    void runTestNGramTokenizerWithHashedUTF8Tokens(boolean prePost) throws IOException {
+        HashedUTF8NGramTokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
+                tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+        ArrayList<Integer> expectedHashedGrams = new ArrayList<Integer>();
+        for (String s : expectedGrams) {
+            int hash = tokenHash(s, 1);
+            expectedHashedGrams.add(hash);
+        }
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedGram = in.readInt();
+
+            // System.out.println(hashedGram);
+
+            Assert.assertEquals(expectedHashedGrams.get(tokenCount), hashedGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    void runTestNGramTokenizerWithUTF8Tokens(boolean prePost) throws IOException {
+        UTF8NGramTokenFactory tokenFactory = new UTF8NGramTokenFactory();
+        NGramUTF8StringBinaryTokenizer tokenizer = new NGramUTF8StringBinaryTokenizer(gramLength, prePost, true, false,
+                tokenFactory);
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        ArrayList<String> expectedGrams = new ArrayList<String>();
+        getExpectedGrams(str, gramLength, expectedGrams, prePost);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            UTF8StringReader reader = new UTF8StringReader();
+            String strGram = reader.readUTF(in);
+
+            // System.out.println("\"" + strGram + "\"");
+
+            Assert.assertEquals(expectedGrams.get(tokenCount), strGram);
+
+            tokenCount++;
+        }
+        // System.out.println("---------");
+    }
+
+    @Test
+    public void testNGramTokenizerWithCountedHashedUTF8Tokens() throws Exception {
+        runTestNGramTokenizerWithCountedHashedUTF8Tokens(false);
+        runTestNGramTokenizerWithCountedHashedUTF8Tokens(true);
+    }
+
+    @Test
+    public void testNGramTokenizerWithHashedUTF8Tokens() throws Exception {
+        runTestNGramTokenizerWithHashedUTF8Tokens(false);
+        runTestNGramTokenizerWithHashedUTF8Tokens(true);
+    }
+
+    @Test
+    public void testNGramTokenizerWithUTF8Tokens() throws IOException {
+        runTestNGramTokenizerWithUTF8Tokens(false);
+        runTestNGramTokenizerWithUTF8Tokens(true);
+    }
+
+    public int tokenHash(String token, int tokenCount) {
+        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
+        for (int i = 0; i < token.length(); i++) {
+            h ^= token.charAt(i);
+            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
+        }
+        return h + tokenCount;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
new file mode 100644
index 0000000..78ba6a3
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
@@ -0,0 +1,213 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.HashMap;
+
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.util.string.UTF8StringReader;
+import org.apache.hyracks.util.string.UTF8StringUtil;
+import org.junit.Before;
+import org.junit.Test;
+
+import junit.framework.Assert;
+
+public class WordTokenizerTest {
+
+    private String text = "Hello World, I would like to inform you of the importance of Foo Bar. Yes, Foo Bar. Jürgen.";
+    private byte[] inputBuffer;
+
+    private ArrayList<String> expectedUTF8Tokens = new ArrayList<String>();
+    private ArrayList<Integer> expectedHashedUTF8Tokens = new ArrayList<Integer>();
+    private ArrayList<Integer> expectedCountedHashedUTF8Tokens = new ArrayList<Integer>();
+
+    private boolean isSeparator(char c) {
+        return !(Character.isLetterOrDigit(c) || Character.getType(c) == Character.OTHER_LETTER
+                || Character.getType(c) == Character.OTHER_NUMBER);
+    }
+
+    private void tokenize(String text, ArrayList<String> tokens) {
+        String lowerCaseText = text.toLowerCase();
+        int startIx = 0;
+
+        // Skip separators at beginning of string.
+        while (isSeparator(lowerCaseText.charAt(startIx))) {
+            startIx++;
+        }
+        while (startIx < lowerCaseText.length()) {
+            while (startIx < lowerCaseText.length() && isSeparator(lowerCaseText.charAt(startIx))) {
+                startIx++;
+            }
+            int tokenStart = startIx;
+
+            while (startIx < lowerCaseText.length() && !isSeparator(lowerCaseText.charAt(startIx))) {
+                startIx++;
+            }
+            int tokenEnd = startIx;
+
+            // Emit token.
+            String token = lowerCaseText.substring(tokenStart, tokenEnd);
+
+            tokens.add(token);
+        }
+    }
+
+    @Before
+    public void init() throws IOException {
+        // serialize text into bytes
+        inputBuffer = UTF8StringUtil.writeStringToBytes(text);
+
+        // init expected string tokens
+        tokenize(text, expectedUTF8Tokens);
+
+        // hashed tokens ignoring token count
+        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
+            int hash = tokenHash(expectedUTF8Tokens.get(i), 1);
+            expectedHashedUTF8Tokens.add(hash);
+        }
+
+        // hashed tokens using token count
+        HashMap<String, Integer> tokenCounts = new HashMap<String, Integer>();
+        for (int i = 0; i < expectedUTF8Tokens.size(); i++) {
+            Integer count = tokenCounts.get(expectedUTF8Tokens.get(i));
+            if (count == null) {
+                count = 1;
+                tokenCounts.put(expectedUTF8Tokens.get(i), count);
+            } else {
+                count++;
+            }
+
+            int hash = tokenHash(expectedUTF8Tokens.get(i), count);
+            expectedCountedHashedUTF8Tokens.add(hash);
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithCountedHashedUTF8Tokens() throws IOException {
+
+        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(false, false,
+                tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedToken = in.readInt();
+
+            Assert.assertEquals(hashedToken, expectedCountedHashedUTF8Tokens.get(tokenCount));
+
+            tokenCount++;
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithHashedUTF8Tokens() throws IOException {
+
+        HashedUTF8WordTokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false,
+                tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            Integer hashedToken = in.readInt();
+
+            Assert.assertEquals(expectedHashedUTF8Tokens.get(tokenCount), hashedToken);
+
+            tokenCount++;
+        }
+    }
+
+    @Test
+    public void testWordTokenizerWithUTF8Tokens() throws IOException {
+
+        UTF8WordTokenFactory tokenFactory = new UTF8WordTokenFactory();
+        DelimitedUTF8StringBinaryTokenizer tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false,
+                tokenFactory);
+
+        tokenizer.reset(inputBuffer, 0, inputBuffer.length);
+
+        int tokenCount = 0;
+
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+
+            // serialize hashed token
+            GrowableArray tokenData = new GrowableArray();
+
+            IToken token = tokenizer.getToken();
+            token.serializeToken(tokenData);
+
+            // deserialize token
+            ByteArrayInputStream bais = new ByteArrayInputStream(tokenData.getByteArray());
+            DataInput in = new DataInputStream(bais);
+
+            UTF8StringReader reader = new UTF8StringReader();
+            String strToken = reader.readUTF(in);
+
+            Assert.assertEquals(expectedUTF8Tokens.get(tokenCount), strToken);
+
+            tokenCount++;
+        }
+    }
+
+    // JAQL Hash
+    public int tokenHash(String token, int tokenCount) {
+        int h = AbstractUTF8Token.GOLDEN_RATIO_32;
+        for (int i = 0; i < token.length(); i++) {
+            h ^= token.charAt(i);
+            h *= AbstractUTF8Token.GOLDEN_RATIO_32;
+        }
+        return h + tokenCount;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
new file mode 100644
index 0000000..fec5121
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
@@ -0,0 +1,263 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.File;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestContext;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.lsm.common.freepage.VirtualMetaDataPageManager;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestContext extends OrderedIndexTestContext {
+
+    public static enum InvertedIndexType {
+        INMEMORY,
+        ONDISK,
+        LSM,
+        PARTITIONED_INMEMORY,
+        PARTITIONED_ONDISK,
+        PARTITIONED_LSM
+    };
+
+    protected IInvertedIndex invIndex;
+    protected IBinaryComparatorFactory[] allCmpFactories;
+    protected IBinaryTokenizerFactory tokenizerFactory;
+    protected InvertedIndexType invIndexType;
+    protected InvertedIndexTokenizingTupleIterator indexTupleIter;
+    protected HashSet<Comparable> allTokens = new HashSet<Comparable>();
+    protected List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();
+
+    public LSMInvertedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index,
+            IBinaryTokenizerFactory tokenizerFactory, InvertedIndexType invIndexType,
+            InvertedIndexTokenizingTupleIterator indexTupleIter) throws HyracksDataException {
+        super(fieldSerdes, index);
+        invIndex = (IInvertedIndex) index;
+        this.tokenizerFactory = tokenizerFactory;
+        this.invIndexType = invIndexType;
+        this.indexTupleIter = indexTupleIter;
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        return fieldSerdes.length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        if (allCmpFactories == null) {
+            // Concatenate token and inv-list comparators.
+            IInvertedIndex invIndex = (IInvertedIndex) index;
+            IBinaryComparatorFactory[] tokenCmpFactories = invIndex.getTokenCmpFactories();
+            IBinaryComparatorFactory[] invListCmpFactories = invIndex.getInvListCmpFactories();
+            int totalCmpCount = tokenCmpFactories.length + invListCmpFactories.length;
+            allCmpFactories = new IBinaryComparatorFactory[totalCmpCount];
+            for (int i = 0; i < tokenCmpFactories.length; i++) {
+                allCmpFactories[i] = tokenCmpFactories[i];
+            }
+            for (int i = 0; i < invListCmpFactories.length; i++) {
+                allCmpFactories[i + tokenCmpFactories.length] = invListCmpFactories[i];
+            }
+        }
+        return allCmpFactories;
+    }
+
+    public static LSMInvertedIndexTestContext create(LSMInvertedIndexTestHarness harness,
+            ISerializerDeserializer[] fieldSerdes, int tokenFieldCount, IBinaryTokenizerFactory tokenizerFactory,
+            InvertedIndexType invIndexType, int[] invertedIndexFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields, int[] filterFieldsForNonBulkLoadOps,
+            int[] invertedIndexFieldsForNonBulkLoadOps) throws IndexException, HyracksDataException {
+        ITypeTraits[] allTypeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] allCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        // Set token type traits and comparators.
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[tokenFieldCount];
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[tokenFieldCount];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            tokenTypeTraits[i] = allTypeTraits[i];
+            tokenCmpFactories[i] = allCmpFactories[i];
+        }
+        // Set inverted-list element type traits and comparators.
+        int invListFieldCount = fieldSerdes.length - tokenFieldCount;
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFieldCount];
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListFieldCount];
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            invListTypeTraits[i] = allTypeTraits[i + tokenFieldCount];
+            invListCmpFactories[i] = allCmpFactories[i + tokenFieldCount];
+        }
+        // Create index and test context.
+        IInvertedIndex invIndex;
+        assert harness.getVirtualBufferCaches().size() > 0;
+        switch (invIndexType) {
+            case INMEMORY: {
+                invIndex = InvertedIndexUtils.createInMemoryBTreeInvertedindex(harness.getVirtualBufferCaches().get(0),
+                        new VirtualMetaDataPageManager(harness.getVirtualBufferCaches().get(0).getNumPages()),
+                        invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                        new FileReference(new File(harness.getOnDiskDir())));
+                break;
+            }
+            case PARTITIONED_INMEMORY: {
+                invIndex = InvertedIndexUtils.createPartitionedInMemoryBTreeInvertedindex(harness
+                        .getVirtualBufferCaches().get(0), new VirtualMetaDataPageManager(harness.getVirtualBufferCaches()
+                        .get(0).getNumPages()), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory, new FileReference(new File(harness.getOnDiskDir())));
+                break;
+            }
+            case ONDISK: {
+                invIndex = InvertedIndexUtils.createOnDiskInvertedIndex(harness.getDiskBufferCache(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, harness.getInvListsFileRef());
+                break;
+            }
+            case PARTITIONED_ONDISK: {
+                invIndex = InvertedIndexUtils.createPartitionedOnDiskInvertedIndex(harness.getDiskBufferCache(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, harness.getInvListsFileRef());
+                break;
+            }
+            case LSM: {
+                invIndex = InvertedIndexUtils.createLSMInvertedIndex(harness.getVirtualBufferCaches(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory, harness.getDiskBufferCache(), harness.getOnDiskDir(),
+                        harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                        harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback(),
+                        invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
+                        filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true);
+                break;
+            }
+            case PARTITIONED_LSM: {
+                invIndex = InvertedIndexUtils.createPartitionedLSMInvertedIndex(harness.getVirtualBufferCaches(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory, harness.getDiskBufferCache(), harness.getOnDiskDir(),
+                        harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                        harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback(),
+                        invertedIndexFields, filterTypeTraits, filterCmpFactories, filterFields,
+                        filterFieldsForNonBulkLoadOps, invertedIndexFieldsForNonBulkLoadOps, true);
+                break;
+            }
+            default: {
+                throw new InvertedIndexException("Unknow inverted-index type '" + invIndexType + "'.");
+            }
+        }
+        InvertedIndexTokenizingTupleIterator indexTupleIter = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                indexTupleIter = new InvertedIndexTokenizingTupleIterator(invIndex.getTokenTypeTraits().length,
+                        invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer());
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                indexTupleIter = new PartitionedInvertedIndexTokenizingTupleIterator(
+                        invIndex.getTokenTypeTraits().length, invIndex.getInvListTypeTraits().length,
+                        tokenizerFactory.createTokenizer());
+                break;
+            }
+            default: {
+                throw new InvertedIndexException("Unknow inverted-index type '" + invIndexType + "'.");
+            }
+        }
+        LSMInvertedIndexTestContext testCtx = new LSMInvertedIndexTestContext(fieldSerdes, invIndex, tokenizerFactory,
+                invIndexType, indexTupleIter);
+        return testCtx;
+    }
+
+    public void insertCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        documentCorpus.add(TupleUtils.copyTuple(tuple));
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            insertCheckTuple(checkTuple, checkTuples);
+            allTokens.add(checkTuple.getField(0));
+        }
+    }
+
+    public void deleteCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            deleteCheckTuple(checkTuple, checkTuples);
+        }
+    }
+
+    public HashSet<Comparable> getAllTokens() {
+        return allTokens;
+    }
+
+    @SuppressWarnings("unchecked")
+    public CheckTuple createCheckTuple(ITupleReference tuple) throws HyracksDataException {
+        CheckTuple checkTuple = new CheckTuple(fieldSerdes.length, fieldSerdes.length);
+        for (int i = 0; i < fieldSerdes.length; i++) {
+            ByteArrayInputStream bains = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i));
+            DataInput in = new DataInputStream(bains);
+            Comparable field = (Comparable) fieldSerdes[i].deserialize(in);
+            checkTuple.appendField(field);
+        }
+        return checkTuple;
+    }
+
+    @Override
+    public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+    }
+
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+
+    public List<ITupleReference> getDocumentCorpus() {
+        return documentCorpus;
+    }
+
+    public InvertedIndexType getInvertedIndexType() {
+        return invIndexType;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
new file mode 100644
index 0000000..39a2f74
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/org/apache/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
@@ -0,0 +1,571 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.invertedindex.util;
+
+import static org.junit.Assert.fail;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Random;
+import java.util.SortedSet;
+import java.util.TreeSet;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.data.std.util.GrowableArray;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.ShortSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import org.apache.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import org.apache.hyracks.storage.am.btree.impls.RangePredicate;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.api.IIndexBulkLoader;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DocumentStringFieldValueGenerator;
+import org.apache.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+import org.apache.hyracks.storage.am.common.datagen.PersonNameFieldValueGenerator;
+import org.apache.hyracks.storage.am.common.datagen.SortedIntegerFieldValueGenerator;
+import org.apache.hyracks.storage.am.common.datagen.TupleGenerator;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import org.apache.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import org.apache.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import org.apache.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import org.apache.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizerFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8NGramTokenFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
+import org.apache.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestUtils {
+
+    public static final int TEST_GRAM_LENGTH = 3;
+
+    public static TupleGenerator createStringDocumentTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new DocumentStringFieldValueGenerator(2, 10, 10000, rnd);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    public static TupleGenerator createPersonNamesTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new PersonNameFieldValueGenerator(rnd, 0.5f);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                new UTF8StringSerializerDeserializer(), IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    private static ISerializerDeserializer[] getNonHashedIndexFieldSerdes(InvertedIndexType invIndexType)
+            throws IndexException {
+        ISerializerDeserializer[] fieldSerdes = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                fieldSerdes = new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                // Such indexes also include the set-size for partitioning.
+                fieldSerdes = new ISerializerDeserializer[] { new UTF8StringSerializerDeserializer(),
+                        ShortSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            default: {
+                throw new IndexException("Unhandled inverted index type '" + invIndexType + "'.");
+            }
+        }
+        return fieldSerdes;
+    }
+
+    private static ISerializerDeserializer[] getHashedIndexFieldSerdes(InvertedIndexType invIndexType)
+            throws IndexException {
+        ISerializerDeserializer[] fieldSerdes = null;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                        IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                // Such indexes also include the set-size for partitioning.
+                fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                        ShortSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+                break;
+            }
+            default: {
+                throw new IndexException("Unhandled inverted index type '" + invIndexType + "'.");
+            }
+        }
+        return fieldSerdes;
+    }
+
+    public static LSMInvertedIndexTestContext createWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getNonHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getNonHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new UTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = getHashedIndexFieldSerdes(invIndexType);
+        ITokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes,
+                fieldSerdes.length - 1, tokenizerFactory, invIndexType, null, null, null, null, null, null);
+        return testCtx;
+    }
+
+    public static void bulkLoadInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs, boolean appendOnly)
+            throws IndexException, IOException {
+        SortedSet<CheckTuple> tmpMemIndex = new TreeSet<CheckTuple>();
+        // First generate the expected index by inserting the documents one-by-one.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.insertCheckTuples(tuple, tmpMemIndex);
+        }
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+
+        // Use the expected index to bulk-load the actual index.
+        IIndexBulkLoader bulkLoader = testCtx.getIndex().createBulkLoader(1.0f, false, numDocs, true, appendOnly);
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(testCtx.getFieldSerdes().length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        Iterator<CheckTuple> checkTupleIter = tmpMemIndex.iterator();
+        while (checkTupleIter.hasNext()) {
+            CheckTuple checkTuple = checkTupleIter.next();
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, fieldSerdes);
+            bulkLoader.add(tuple);
+        }
+        bulkLoader.end();
+
+        // Add all check tuples from the temp index to the text context.
+        testCtx.getCheckTuples().addAll(tmpMemIndex);
+    }
+
+    public static void insertIntoInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs)
+            throws IOException, IndexException {
+        // InMemoryInvertedIndex only supports insert.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.getIndexAccessor().insert(tuple);
+            testCtx.insertCheckTuples(tuple, testCtx.getCheckTuples());
+        }
+    }
+
+    public static void deleteFromInvIndex(LSMInvertedIndexTestContext testCtx, Random rnd, int numDocsToDelete)
+            throws HyracksDataException, IndexException {
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        for (int i = 0; i < numDocsToDelete && !documentCorpus.isEmpty(); i++) {
+            int size = documentCorpus.size();
+            int tupleIndex = Math.abs(rnd.nextInt()) % size;
+            ITupleReference deleteTuple = documentCorpus.get(tupleIndex);
+            testCtx.getIndexAccessor().delete(deleteTuple);
+            testCtx.deleteCheckTuples(deleteTuple, testCtx.getCheckTuples());
+            // Swap tupleIndex with last element.
+            documentCorpus.set(tupleIndex, documentCorpus.get(size - 1));
+            documentCorpus.remove(size - 1);
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes using the rangeSearch() method of the inverted-index accessor.
+     */
+    public static void compareActualAndExpectedIndexesRangeSearch(LSMInvertedIndexTestContext testCtx)
+            throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor invIndexCursor = invIndexAccessor.createRangeSearchCursor();
+        MultiComparator tokenCmp = MultiComparator.create(invIndex.getTokenCmpFactories());
+        IBinaryComparatorFactory[] tupleCmpFactories = new IBinaryComparatorFactory[tokenFieldCount + invListFieldCount];
+        for (int i = 0; i < tokenFieldCount; i++) {
+            tupleCmpFactories[i] = invIndex.getTokenCmpFactories()[i];
+        }
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleCmpFactories[tokenFieldCount + i] = invIndex.getInvListCmpFactories()[i];
+        }
+        MultiComparator tupleCmp = MultiComparator.create(tupleCmpFactories);
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, tokenCmp, tokenCmp);
+        invIndexAccessor.rangeSearch(invIndexCursor, nullPred);
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        ArrayTupleReference expectedTuple = new ArrayTupleReference();
+
+        Iterator<CheckTuple> expectedIter = testCtx.getCheckTuples().iterator();
+
+        // Compare index elements.
+        try {
+            while (invIndexCursor.hasNext() && expectedIter.hasNext()) {
+                invIndexCursor.next();
+                ITupleReference actualTuple = invIndexCursor.getTuple();
+                CheckTuple expected = expectedIter.next();
+                OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, expectedTuple, fieldSerdes);
+                if (tupleCmp.compare(actualTuple, expectedTuple) != 0) {
+                    fail("Index entries differ for token '" + expected.getField(0) + "'.");
+                }
+            }
+            if (expectedIter.hasNext()) {
+                fail("Indexes do not match. Actual index is missing entries.");
+            }
+            if (invIndexCursor.hasNext()) {
+                fail("Indexes do not match. Actual index contains too many entries.");
+            }
+        } finally {
+            invIndexCursor.close();
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes by comparing their inverted-lists one by one. Exercises the openInvertedListCursor() method of the inverted-index accessor.
+     */
+    @SuppressWarnings("unchecked")
+    public static void compareActualAndExpectedIndexes(LSMInvertedIndexTestContext testCtx)
+            throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        MultiComparator invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) testCtx.getIndexAccessor();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        // All tokens that were inserted into the indexes.
+        Iterator<Comparable> tokensIter = testCtx.getAllTokens().iterator();
+
+        // Search key for finding an inverted-list in the actual index.
+        ArrayTupleBuilder searchKeyBuilder = new ArrayTupleBuilder(tokenFieldCount);
+        ArrayTupleReference searchKey = new ArrayTupleReference();
+        // Cursor over inverted list from actual index.
+        IInvertedListCursor actualInvListCursor = invIndexAccessor.createInvertedListCursor();
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        // Includes the token fields.
+        ArrayTupleReference completeExpectedTuple = new ArrayTupleReference();
+        // Field permutation and permuting tuple reference to strip away token fields from completeExpectedTuple.
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < fieldPermutation.length; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        PermutingTupleReference expectedTuple = new PermutingTupleReference(fieldPermutation);
+
+        // Iterate over all tokens. Find the inverted-lists in actual and expected indexes. Compare the inverted lists,
+        while (tokensIter.hasNext()) {
+            Comparable token = tokensIter.next();
+
+            // Position inverted-list iterator on expected index.
+            CheckTuple checkLowKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkLowKey.appendField(token);
+            CheckTuple checkHighKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkHighKey.appendField(token);
+
+            SortedSet<CheckTuple> expectedInvList = OrderedIndexTestUtils.getPrefixExpectedSubset(
+                    testCtx.getCheckTuples(), checkLowKey, checkHighKey);
+            Iterator<CheckTuple> expectedInvListIter = expectedInvList.iterator();
+
+            // Position inverted-list cursor in actual index.
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkLowKey, searchKeyBuilder, searchKey, fieldSerdes);
+            invIndexAccessor.openInvertedListCursor(actualInvListCursor, searchKey);
+
+            if (actualInvListCursor.size() != expectedInvList.size()) {
+                fail("Actual and expected inverted lists for token '" + token.toString()
+                        + "' have different sizes. Actual size: " + actualInvListCursor.size() + ". Expected size: "
+                        + expectedInvList.size() + ".");
+            }
+            // Compare inverted-list elements.
+            int count = 0;
+            actualInvListCursor.pinPages();
+            try {
+                while (actualInvListCursor.hasNext() && expectedInvListIter.hasNext()) {
+                    actualInvListCursor.next();
+                    ITupleReference actual = actualInvListCursor.getTuple();
+                    CheckTuple expected = expectedInvListIter.next();
+                    OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, completeExpectedTuple,
+                            fieldSerdes);
+                    expectedTuple.reset(completeExpectedTuple);
+                    if (invListCmp.compare(actual, expectedTuple) != 0) {
+                        fail("Inverted lists of token '" + token + "' differ at position " + count + ".");
+                    }
+                    count++;
+                }
+            } finally {
+                actualInvListCursor.unpinPages();
+            }
+        }
+    }
+
+    /**
+     * Determine the expected results with the simple ScanCount algorithm.
+     */
+    public static void getExpectedResults(int[] scanCountArray, TreeSet<CheckTuple> checkTuples,
+            ITupleReference searchDocument, IBinaryTokenizer tokenizer, ISerializerDeserializer tokenSerde,
+            IInvertedIndexSearchModifier searchModifier, List<Integer> expectedResults, InvertedIndexType invIndexType)
+            throws IOException {
+        boolean isPartitioned = false;
+        switch (invIndexType) {
+            case INMEMORY:
+            case ONDISK:
+            case LSM: {
+                isPartitioned = false;
+                break;
+            }
+            case PARTITIONED_INMEMORY:
+            case PARTITIONED_ONDISK:
+            case PARTITIONED_LSM: {
+                isPartitioned = true;
+                break;
+            }
+        }
+        getExpectedResults(scanCountArray, checkTuples, searchDocument, tokenizer, tokenSerde, searchModifier,
+                expectedResults, isPartitioned);
+    }
+
+    @SuppressWarnings("unchecked")
+    public static void getExpectedResults(int[] scanCountArray, TreeSet<CheckTuple> checkTuples,
+            ITupleReference searchDocument, IBinaryTokenizer tokenizer, ISerializerDeserializer tokenSerde,
+            IInvertedIndexSearchModifier searchModifier, List<Integer> expectedResults, boolean isPartitioned)
+            throws IOException {
+        // Reset scan count array.
+        Arrays.fill(scanCountArray, 0);
+        expectedResults.clear();
+
+        GrowableArray tokenData = new GrowableArray();
+        tokenizer.reset(searchDocument.getFieldData(0), searchDocument.getFieldStart(0),
+                searchDocument.getFieldLength(0));
+        // Run though tokenizer to get number of tokens.
+        int numQueryTokens = 0;
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            numQueryTokens++;
+        }
+        short numTokensLowerBound = -1;
+        short numTokensUpperBound = -1;
+        int invListElementField = 1;
+        if (isPartitioned) {
+            numTokensLowerBound = searchModifier.getNumTokensLowerBound((short) numQueryTokens);
+            numTokensUpperBound = searchModifier.getNumTokensUpperBound((short) numQueryTokens);
+            invListElementField = 2;
+        }
+        int occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        tokenizer.reset(searchDocument.getFieldData(0), searchDocument.getFieldStart(0),
+                searchDocument.getFieldLength(0));
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            IToken token = tokenizer.getToken();
+            tokenData.reset();
+            token.serializeToken(tokenData);
+            ByteArrayInputStream inStream = new ByteArrayInputStream(tokenData.getByteArray(), 0, tokenData.getLength());
+            DataInput dataIn = new DataInputStream(inStream);
+            Comparable tokenObj = (Comparable) tokenSerde.deserialize(dataIn);
+            CheckTuple lowKey;
+            if (numTokensLowerBound < 0) {
+                // Index is not partitioned, or no length filtering is possible for this search modifier.
+                lowKey = new CheckTuple(1, 1);
+                lowKey.appendField(tokenObj);
+            } else {
+                // Index is length partitioned, and search modifier supports length filtering.
+                lowKey = new CheckTuple(2, 2);
+                lowKey.appendField(tokenObj);
+                lowKey.appendField(Short.valueOf(numTokensLowerBound));
+            }
+            CheckTuple highKey;
+            if (numTokensUpperBound < 0) {
+                // Index is not partitioned, or no length filtering is possible for this search modifier.
+                highKey = new CheckTuple(1, 1);
+                highKey.appendField(tokenObj);
+            } else {
+                // Index is length partitioned, and search modifier supports length filtering.
+                highKey = new CheckTuple(2, 2);
+                highKey.appendField(tokenObj);
+                highKey.appendField(Short.valueOf(numTokensUpperBound));
+            }
+
+            // Get view over check tuples containing inverted-list corresponding to token.
+            SortedSet<CheckTuple> invList = OrderedIndexTestUtils.getPrefixExpectedSubset(checkTuples, lowKey, highKey);
+            Iterator<CheckTuple> invListIter = invList.iterator();
+            // Iterate over inverted list and update scan count array.
+            while (invListIter.hasNext()) {
+                CheckTuple checkTuple = invListIter.next();
+                Integer element = (Integer) checkTuple.getField(invListElementField);
+                scanCountArray[element]++;
+            }
+        }
+
+        // Run through scan count array, and see whether elements satisfy the given occurrence threshold.
+        expectedResults.clear();
+        for (int i = 0; i < scanCountArray.length; i++) {
+            if (scanCountArray[i] >= occurrenceThreshold) {
+                expectedResults.add(i);
+            }
+        }
+    }
+
+    public static void testIndexSearch(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, Random rnd,
+            int numDocQueries, int numRandomQueries, IInvertedIndexSearchModifier searchModifier, int[] scanCountArray)
+            throws IOException, IndexException {
+        IInvertedIndex invIndex = testCtx.invIndex;
+        IInvertedIndexAccessor accessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IBinaryTokenizer tokenizer = testCtx.getTokenizerFactory().createTokenizer();
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        // Project away the primary-key field.
+        int[] fieldPermutation = new int[] { 0 };
+        PermutingTupleReference searchDocument = new PermutingTupleReference(fieldPermutation);
+
+        int numQueries = numDocQueries + numRandomQueries;
+        for (int i = 0; i < numQueries; i++) {
+            // If number of documents in the corpus is less than numDocQueries, then replace the remaining ones with random queries.
+            if (i >= numDocQueries || i >= documentCorpus.size()) {
+                // Generate a random query.
+                ITupleReference randomQuery = tupleGen.next();
+                searchDocument.reset(randomQuery);
+            } else {
+                // Pick a random document from the corpus to use as the search query.
+                int queryIndex = Math.abs(rnd.nextInt() % documentCorpus.size());
+                searchDocument.reset(documentCorpus.get(queryIndex));
+            }
+
+            // Set query tuple in search predicate.
+            searchPred.setQueryTuple(searchDocument);
+            searchPred.setQueryFieldIndex(0);
+
+            IIndexCursor resultCursor = accessor.createSearchCursor(false);
+            boolean panic = false;
+            try {
+                accessor.search(resultCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                // ignore panic queries.
+                panic = true;
+            }
+
+            try {
+                if (!panic) {
+                    // Consume cursor and deserialize results so we can sort them. Some search cursors may not deliver the result sorted (e.g., LSM search cursor).
+                    ArrayList<Integer> actualResults = new ArrayList<Integer>();
+                    try {
+                        while (resultCursor.hasNext()) {
+                            resultCursor.next();
+                            ITupleReference resultTuple = resultCursor.getTuple();
+                            int actual = IntegerPointable.getInteger(resultTuple.getFieldData(0), resultTuple.getFieldStart(0));
+                            actualResults.add(Integer.valueOf(actual));
+                        }
+                    } catch (OccurrenceThresholdPanicException e) {
+                        // Ignore panic queries.
+                        continue;
+                    }
+                    Collections.sort(actualResults);
+
+                    // Get expected results.
+                    List<Integer> expectedResults = new ArrayList<Integer>();
+                    LSMInvertedIndexTestUtils.getExpectedResults(scanCountArray, testCtx.getCheckTuples(),
+                            searchDocument, tokenizer, testCtx.getFieldSerdes()[0], searchModifier, expectedResults,
+                            testCtx.getInvertedIndexType());
+
+                    Iterator<Integer> expectedIter = expectedResults.iterator();
+                    Iterator<Integer> actualIter = actualResults.iterator();
+                    while (expectedIter.hasNext() && actualIter.hasNext()) {
+                        int expected = expectedIter.next();
+                        int actual = actualIter.next();
+                        if (actual != expected) {
+                            fail("Query results do not match. Encountered: " + actual + ". Expected: " + expected + "");
+                        }
+                    }
+                    if (expectedIter.hasNext()) {
+                        fail("Query results do not match. Actual results missing.");
+                    }
+                    if (actualIter.hasNext()) {
+                        fail("Query results do not match. Actual contains too many results.");
+                    }
+                }
+            } finally {
+                resultCursor.close();
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
new file mode 100644
index 0000000..2a16328
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/pom.xml
@@ -0,0 +1,62 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-lsm-rtree-test</artifactId>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+   </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>  	
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-lsm-rtree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/AbstractLSMRTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/AbstractLSMRTreeExamplesTest.java
new file mode 100644
index 0000000..5b3c7aa
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/AbstractLSMRTreeExamplesTest.java
@@ -0,0 +1,172 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.logging.Level;
+
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.IIndexAccessor;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeExamplesTest;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public abstract class AbstractLSMRTreeExamplesTest extends AbstractRTreeExamplesTest {
+
+    /**
+     * Test the LSM component filters.
+     */
+    @Test
+    public void additionalFilteringingExample() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Testing LSMRTree or LSMRTreeWithAntiMatterTuples component filters.");
+        }
+
+        // Declare fields.
+        int fieldCount = 6;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[5] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare RTree keys.
+        int rtreeKeyFieldCount = 4;
+        IBinaryComparatorFactory[] rtreeCmpFactories = new IBinaryComparatorFactory[rtreeKeyFieldCount];
+        rtreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        rtreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // Declare BTree keys, this will only be used for LSMRTree
+        int btreeKeyFieldCount;
+        IBinaryComparatorFactory[] btreeCmpFactories;
+        int[] btreeFields = null;
+        if (rTreeType == RTreeType.LSMRTREE) {
+            //Parameters look different for LSM RTREE from LSM RTREE WITH ANTI MATTER TUPLES
+            btreeKeyFieldCount = 1;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeFields = new int[btreeKeyFieldCount];
+            for (int i = 0; i < btreeKeyFieldCount; i++) {
+                btreeFields[i] = rtreeKeyFieldCount + i;
+            }
+
+        } else {
+            btreeKeyFieldCount = 6;
+            btreeCmpFactories = new IBinaryComparatorFactory[btreeKeyFieldCount];
+            btreeCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[4] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+            btreeCmpFactories[5] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        }
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                rtreeCmpFactories.length, IntegerPointable.FACTORY);
+
+        int[] rtreeFields = { 0, 1, 2, 3, 4 };
+        ITypeTraits[] filterTypeTraits = { IntegerPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] filterCmpFactories = { PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY) };
+        int[] filterFields = { 5 };
+
+        ITreeIndex treeIndex = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories,
+                valueProviderFactories, RTreePolicyType.RTREE, rtreeFields, btreeFields, filterTypeTraits,
+                filterCmpFactories, filterFields);
+        treeIndex.create();
+        treeIndex.activate();
+
+        long start = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Inserting into tree...");
+        }
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        IIndexAccessor indexAccessor = (IIndexAccessor) treeIndex.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        for (int i = 0; i < numInserts; i++) {
+            int p1x = rnd.nextInt();
+            int p1y = rnd.nextInt();
+            int p2x = rnd.nextInt();
+            int p2y = rnd.nextInt();
+
+            int pk = 5;
+            int filter = i;
+
+            TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                    Math.max(p1y, p2y), pk, filter);
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+        }
+        long end = System.currentTimeMillis();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info(numInserts + " inserts in " + (end - start) + "ms");
+        }
+
+        scan(indexAccessor, fieldSerdes);
+        diskOrderScan(indexAccessor, fieldSerdes);
+
+        // Build key.
+        ArrayTupleBuilder keyTb = new ArrayTupleBuilder(rtreeKeyFieldCount);
+        ArrayTupleReference key = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(keyTb, key, -1000, -1000, 1000, 1000);
+
+        // Build min filter key.
+        ArrayTupleBuilder minFilterTb = new ArrayTupleBuilder(filterFields.length);
+        ArrayTupleReference minTuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(minFilterTb, minTuple, 400);
+
+        // Build max filter key.
+        ArrayTupleBuilder maxFilterTb = new ArrayTupleBuilder(filterFields.length);
+        ArrayTupleReference maxTuple = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(maxFilterTb, maxTuple, 500);
+
+        rangeSearch(rtreeCmpFactories, indexAccessor, fieldSerdes, key, minTuple, maxTuple);
+
+        treeIndex.deactivate();
+        treeIndex.destroy();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java
new file mode 100644
index 0000000..9d25a5a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeBulkLoadTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeBulkLoadTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java
new file mode 100644
index 0000000..daeeddb
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeDeleteTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeDeleteTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeDeleteTest extends AbstractRTreeDeleteTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeDeleteTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
new file mode 100644
index 0000000..c50934a
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeExamplesTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeExamplesTest extends AbstractLSMRTreeExamplesTest {
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeExamplesTest() {
+        super();
+        this.rTreeType = RTreeType.LSMRTREE;
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] rtreeFields, int[] btreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories,
+                btreeCmpFactories, valueProviderFactories, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(),
+                harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
+                harness.getIOOperationCallback(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), rtreeFields, btreeFields,
+                filterTypeTraits, filterCmpFactories, filterFields, true);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java
new file mode 100644
index 0000000..7ac8ecf
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeInsertTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeInsertTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeInsertTest extends AbstractRTreeInsertTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeInsertTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
new file mode 100644
index 0000000..29c9b11
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.rtree.RTreeTestUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class LSMRTreeLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        if (!new FileReference(harness.getFileReference().getFile()).getFile().exists()) {
+            return false;
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMRTree) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMRTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, RTreePolicyType.RTREE, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        try {
+            index.deactivate();
+        } catch (Exception e) {
+        } finally {
+            index.destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java
new file mode 100644
index 0000000..3d8615e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTest.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestContext;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeMergeTest extends LSMRTreeMergeTestDriver {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeMergeTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeTestContext.create(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), fieldSerdes, valueProviderFactories,
+                numKeys, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(), harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java
new file mode 100644
index 0000000..a082e81
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeMergeTestDriver.java
@@ -0,0 +1,95 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.AbstractLSMRTree;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestDriver;
+import org.apache.hyracks.storage.am.rtree.RTreeTestUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public abstract class LSMRTreeMergeTestDriver extends AbstractRTreeTestDriver {
+
+    private final RTreeTestUtils rTreeTestUtils;
+
+    public LSMRTreeMergeTestDriver(boolean testRstarPolicy) {
+        super(testRstarPolicy);
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Override
+    protected void runTest(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, ITupleReference key,
+            RTreePolicyType rtreePolicyType) throws Exception {
+
+        AbstractRTreeTestContext ctx = createTestContext(fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+        ctx.getIndex().create();
+        ctx.getIndex().activate();
+        // Start off with one tree bulk loaded.
+        // We assume all fieldSerdes are of the same type. Check the first one
+        // to determine which field types to generate.
+        if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadIntTuples(ctx, numTuplesToInsert, getRandom());
+        } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+            rTreeTestUtils.bulkLoadDoubleTuples(ctx, numTuplesToInsert, getRandom());
+        }
+
+        int maxTreesToMerge = AccessMethodTestsConfig.LSM_RTREE_BULKLOAD_ROUNDS;
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (fieldSerdes[0] instanceof IntegerSerializerDeserializer) {
+                    rTreeTestUtils.insertIntTuples(ctx, numTuplesToInsert, getRandom());
+                    // Deactivate and the re-activate the index to force it flush its in memory component
+                    ctx.getIndex().deactivate();
+                    ctx.getIndex().activate();
+                } else if (fieldSerdes[0] instanceof DoubleSerializerDeserializer) {
+                    rTreeTestUtils.insertDoubleTuples(ctx, numTuplesToInsert, getRandom());
+                    // Deactivate and the re-activate the index to force it flush its in memory component
+                    ctx.getIndex().deactivate();
+                    ctx.getIndex().activate();
+                }
+            }
+
+            ILSMIndexAccessor accessor = (ILSMIndexAccessor) ctx.getIndexAccessor();
+            accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE,
+                    ((AbstractLSMRTree) ctx.getIndex()).getImmutableComponents());
+
+            rTreeTestUtils.checkScan(ctx);
+            rTreeTestUtils.checkDiskOrderScan(ctx);
+            rTreeTestUtils.checkRangeSearch(ctx, key);
+        }
+        ctx.getIndex().deactivate();
+        ctx.getIndex().destroy();
+    }
+
+    @Override
+    protected String getTestOpName() {
+        return "LSM Merge";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java
new file mode 100644
index 0000000..a38f99e
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesBulkLoadTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeBulkLoadTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public LSMRTreeWithAntiMatterTuplesBulkLoadTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java
new file mode 100644
index 0000000..a12e97f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesDeleteTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeDeleteTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesDeleteTest extends AbstractRTreeDeleteTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesDeleteTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
new file mode 100644
index 0000000..185da7c
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesExamplesTest.java
@@ -0,0 +1,68 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesExamplesTest extends AbstractLSMRTreeExamplesTest {
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesExamplesTest() {
+        super();
+        this.rTreeType = RTreeType.LSMRTREE_WITH_ANTIMATTER;
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] rtreeFields, int[] btreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTreeWithAntiMatterTuples(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits,
+                rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
+                harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
+                harness.getIOOperationCallback(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), rtreeFields,
+                filterTypeTraits, filterCmpFactories, filterFields, true);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java
new file mode 100644
index 0000000..8fd6478
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesInsertTest.java
@@ -0,0 +1,71 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeInsertTest;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesInsertTest extends AbstractRTreeInsertTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesInsertTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
new file mode 100644
index 0000000..b6fa1cc
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import org.apache.hyracks.storage.am.rtree.RTreeTestUtils;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+
+public class LSMRTreeWithAntiMatterTuplesLifecycleTest extends AbstractIndexLifecycleTest {
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        // make sure all of the directories exist
+        if (!new FileReference(harness.getFileReference().getFile()).getFile().exists()) {
+            return false;
+        }
+        return true;
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        return ((LSMRTreeWithAntiMatterTuples) index).isEmptyIndex();
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE, harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        try {
+            index.deactivate();
+        } catch (Exception e) {
+        } finally {
+            index.destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java
new file mode 100644
index 0000000..d3522f7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesMergeTest.java
@@ -0,0 +1,70 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeWithAntiMatterTuplesTestContext;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+@SuppressWarnings("rawtypes")
+public class LSMRTreeWithAntiMatterTuplesMergeTest extends LSMRTreeMergeTestDriver {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    public LSMRTreeWithAntiMatterTuplesMergeTest() {
+        super(AccessMethodTestsConfig.LSM_RTREE_TEST_RSTAR_POLICY);
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return LSMRTreeWithAntiMatterTuplesTestContext.create(harness.getVirtualBufferCaches(),
+                harness.getFileReference(), harness.getDiskBufferCache(), harness.getDiskFileMapProvider(),
+                fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType, harness.getMergePolicy(),
+                harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback());
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
new file mode 100644
index 0000000..06501b4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public abstract class AbstractLSMRTreeTestWorker extends AbstractIndexTestWorker {
+
+    protected final ITreeIndex lsmRTree;
+    protected final int numFields;
+    protected final ArrayTupleBuilder rearrangedTb;
+    protected final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
+
+    public AbstractLSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        lsmRTree = (ITreeIndex) index;
+        numFields = lsmRTree.getFieldCount();
+        rearrangedTb = new ArrayTupleBuilder(numFields);
+    }
+
+    protected void rearrangeTuple(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        // Create a tuple with rearranged key values to make sure lower points
+        // have larger coordinates than high points.
+        rearrangedTb.reset();
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+        for (int i = cmp.getKeyFieldCount(); i < numFields; i++) {
+            rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
+    }
+
+    protected void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
new file mode 100644
index 0000000..7c130a4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeExamplesTest.RTreeType;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    private final LSMRTreeTestWorkerFactory workerFactory = new LSMRTreeTestWorkerFactory();
+
+    public LSMRTreeMultiThreadTest() {
+        super(false, RTreeType.LSMRTREE);
+    }
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] btreeFields) throws TreeIndexException {
+        return LSMRTreeUtils.createLSMTree(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories,
+                btreeCmpFactories, valueProviderFactories, rtreePolicyType, harness.getBoomFilterFalsePositiveRate(),
+                harness.getMergePolicy(), harness.getOperationTracker(), harness.getIOScheduler(),
+                harness.getIOOperationCallback(),
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, btreeFields, null,
+                null, null, true);
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts and deletes.
+        TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMRTree";
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
new file mode 100644
index 0000000..8099582
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
@@ -0,0 +1,128 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTree.LSMRTreeAccessor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class LSMRTreeTestWorker extends AbstractIndexTestWorker {
+
+    private final LSMRTree lsmRTree;
+    private final int numFields;
+    private final ArrayTupleBuilder rearrangedTb;
+    private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
+
+    public LSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches)
+            throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        lsmRTree = (LSMRTree) index;
+        numFields = lsmRTree.getFieldCount();
+        rearrangedTb = new ArrayTupleBuilder(numFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMRTreeAccessor accessor = (LSMRTreeAccessor) indexAccessor;
+        ITreeIndexCursor searchCursor = accessor.createSearchCursor(false);
+        MultiComparator cmp = accessor.getMultiComparator();
+        SearchPredicate rangePred = new SearchPredicate(tuple, cmp);
+
+        switch (op) {
+            case INSERT:
+                rearrangeTuple(tuple, cmp);
+                accessor.insert(rearrangedTuple);
+                break;
+
+            case DELETE:
+                rearrangeTuple(tuple, cmp);
+                accessor.delete(rearrangedTuple);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setSearchKey(null);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE, lsmRTree.getImmutableComponents());
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void rearrangeTuple(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        // Create a tuple with rearranged key values to make sure lower points
+        // have larger coordinates than high points.
+        rearrangedTb.reset();
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+        for (int i = cmp.getKeyFieldCount(); i < numFields; i++) {
+            rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
+    }
+
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+            }
+        } finally {
+            cursor.close();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
new file mode 100644
index 0000000..f0ed392
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMRTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new LSMRTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
new file mode 100644
index 0000000..369cd5b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
@@ -0,0 +1,129 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import org.apache.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeExamplesTest.RTreeType;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+
+public class LSMRTreeWithAntiMatterTuplesMultiThreadTest extends AbstractRTreeMultiThreadTest {
+
+    private final LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+
+    private final LSMRTreeWithAntiMatterTuplesTestWorkerFactory workerFactory = new LSMRTreeWithAntiMatterTuplesTestWorkerFactory();
+
+    public LSMRTreeWithAntiMatterTuplesMultiThreadTest() {
+        super(false, RTreeType.LSMRTREE_WITH_ANTIMATTER);
+    }
+
+    @Override
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] btreeFields) throws TreeIndexException {
+        return LSMRTreeUtils
+                .createLSMTreeWithAntiMatterTuples(harness.getVirtualBufferCaches(), harness.getFileReference(),
+                        harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), typeTraits, rtreeCmpFactories,
+                        btreeCmpFactories, valueProviderFactories, rtreePolicyType, harness.getMergePolicy(),
+                        harness.getOperationTracker(), harness.getIOScheduler(), harness.getIOOperationCallback(),
+                        LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, null, null,
+                        null, true);
+
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts and deletes.
+        TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "LSMRTree";
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
new file mode 100644
index 0000000..4e23e8f
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
@@ -0,0 +1,77 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.AbstractLSMRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples.LSMRTreeWithAntiMatterTuplesAccessor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class LSMRTreeWithAntiMatterTuplesTestWorker extends AbstractLSMRTreeTestWorker {
+
+    public LSMRTreeWithAntiMatterTuplesTestWorker(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMRTreeWithAntiMatterTuplesAccessor accessor = (LSMRTreeWithAntiMatterTuplesAccessor) indexAccessor;
+        ITreeIndexCursor searchCursor = accessor.createSearchCursor(false);
+        MultiComparator cmp = accessor.getMultiComparator();
+        SearchPredicate rangePred = new SearchPredicate(tuple, cmp);
+
+        switch (op) {
+            case INSERT:
+                rearrangeTuple(tuple, cmp);
+                accessor.insert(rearrangedTuple);
+                break;
+
+            case DELETE:
+                rearrangeTuple(tuple, cmp);
+                accessor.delete(rearrangedTuple);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setSearchKey(null);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case MERGE:
+                accessor.scheduleMerge(NoOpIOOperationCallback.INSTANCE,
+                        ((AbstractLSMRTree) lsmRTree).getImmutableComponents());
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
new file mode 100644
index 0000000..b5f7348
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMRTreeWithAntiMatterTuplesTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new LSMRTreeWithAntiMatterTuplesTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
new file mode 100644
index 0000000..72893b7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.util;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.RTreeCheckTuple;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMRTreeTestContext extends AbstractRTreeTestContext {
+
+    public LSMRTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMRTree lsmTree = (LSMRTree) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    /**
+     * Override to provide delete semantics for the check tuples.
+     */
+    @Override
+    public void deleteCheckTuple(RTreeCheckTuple checkTuple, Collection<RTreeCheckTuple> checkTuples) {
+        while (checkTuples.remove(checkTuple)) {
+        }
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMRTree lsmTree = (LSMRTree) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    public static LSMRTreeTestContext create(List<IVirtualBufferCache> virtualBufferCaches, FileReference file,
+            IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider, ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeyFields, RTreePolicyType rtreePolicyType,
+            double bloomFilterFalsePositiveRate, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback) throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] rtreeCmpFactories = SerdeUtils
+                .serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        int numBtreeFields = fieldSerdes.length - numKeyFields;
+        ISerializerDeserializer[] btreeFieldSerdes = new ISerializerDeserializer[numBtreeFields];
+        int[] btreeFields = new int[numBtreeFields];
+        for (int i = 0; i < numBtreeFields; i++) {
+            btreeFields[i] = numKeyFields + i;
+            btreeFieldSerdes[i] = fieldSerdes[numKeyFields + i];
+        }
+        IBinaryComparatorFactory[] btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(btreeFieldSerdes,
+                numBtreeFields);
+        LSMRTree lsmTree = LSMRTreeUtils.createLSMTree(virtualBufferCaches, file, diskBufferCache, diskFileMapProvider,
+                typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
+                bloomFilterFalsePositiveRate, mergePolicy, opTracker, ioScheduler, ioOpCallback,
+                LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, btreeFields, null,
+                null, null, true);
+        LSMRTreeTestContext testCtx = new LSMRTreeTestContext(fieldSerdes, lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
new file mode 100644
index 0000000..be28670
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
@@ -0,0 +1,216 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.util;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.Random;
+import java.util.logging.Logger;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.exceptions.HyracksException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IODeviceHandle;
+import org.apache.hyracks.control.nc.io.IOManager;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.impls.SynchronousScheduler;
+import org.apache.hyracks.storage.am.lsm.common.impls.ThreadCountingTracker;
+import org.apache.hyracks.storage.am.lsm.common.impls.VirtualBufferCache;
+import org.apache.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class LSMRTreeTestHarness {
+    protected static final Logger LOGGER = Logger.getLogger(LSMRTreeTestHarness.class.getName());
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+    protected final double bloomFilterFalsePositiveRate;
+    protected final int numMutableComponents;
+
+    protected IOManager ioManager;
+    protected int ioDeviceId;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected List<IVirtualBufferCache> virtualBufferCaches;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMIOOperationCallback ioOpCallback;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTracker opTracker;
+
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected FileReference file;
+
+    public LSMRTreeTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_RTREE_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_RTREE_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_RTREE_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_RTREE_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_RTREE_MEM_NUM_PAGES;
+        this.bloomFilterFalsePositiveRate = AccessMethodTestsConfig.LSM_RTREE_BLOOMFILTER_FALSE_POSITIVE_RATE;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_RTREE_HYRACKS_FRAME_SIZE;
+        this.ioScheduler = SynchronousScheduler.INSTANCE;
+        this.mergePolicy = new NoMergePolicy();
+        this.opTracker = new ThreadCountingTracker();
+        this.ioOpCallback = NoOpIOOperationCallback.INSTANCE;
+        this.numMutableComponents = AccessMethodTestsConfig.LSM_RTREE_NUM_MUTABLE_COMPONENTS;
+    }
+
+    public void setUp() throws HyracksException {
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        ioDeviceId = 0;
+        onDiskDir = ioManager.getIODevices().get(ioDeviceId).getPath() + sep + "lsm_rtree_"
+                + simpleDateFormat.format(new Date()) + sep;
+        file = new FileReference(new File(onDiskDir));
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        virtualBufferCaches = new ArrayList<IVirtualBufferCache>();
+        for (int i = 0; i < numMutableComponents; i++) {
+            IVirtualBufferCache virtualBufferCache = new VirtualBufferCache(new HeapBufferAllocator(), memPageSize,
+                    memNumPages / numMutableComponents);
+            virtualBufferCaches.add(virtualBufferCache);
+        }
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        IODeviceHandle dev = ioManager.getIODevices().get(ioDeviceId);
+        File dir = new File(dev.getPath(), onDiskDir);
+        FilenameFilter filter = new FilenameFilter() {
+            public boolean accept(File dir, String name) {
+                return !name.startsWith(".");
+            }
+        };
+        String[] files = dir.list(filter);
+        if (files != null) {
+            for (String fileName : files) {
+                File file = new File(dir.getPath() + File.separator + fileName);
+                file.delete();
+            }
+        }
+    }
+
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public int getIODeviceId() {
+        return ioDeviceId;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public List<IVirtualBufferCache> getVirtualBufferCaches() {
+        return virtualBufferCaches;
+    }
+
+    public double getBoomFilterFalsePositiveRate() {
+        return bloomFilterFalsePositiveRate;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public String getOnDiskDir() {
+        return onDiskDir;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+
+    public ILSMIOOperationCallback getIOOperationCallback() {
+        return ioOpCallback;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
new file mode 100644
index 0000000..cdc0f85
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/org/apache/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
@@ -0,0 +1,96 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.lsm.rtree.util;
+
+import java.util.Collection;
+import java.util.List;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import org.apache.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import org.apache.hyracks.storage.am.lsm.common.api.IVirtualBufferCache;
+import org.apache.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
+import org.apache.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.RTreeCheckTuple;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public final class LSMRTreeWithAntiMatterTuplesTestContext extends AbstractRTreeTestContext {
+
+    public LSMRTreeWithAntiMatterTuplesTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex)
+            throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
+        return lsmTree.getComparatorFactories().length;
+    }
+
+    /**
+     * Override to provide delete semantics for the check tuples.
+     */
+    @Override
+    public void deleteCheckTuple(RTreeCheckTuple checkTuple, Collection<RTreeCheckTuple> checkTuples) {
+        while (checkTuples.remove(checkTuple)) {
+        }
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
+        return lsmTree.getComparatorFactories();
+    }
+
+    public static LSMRTreeWithAntiMatterTuplesTestContext create(List<IVirtualBufferCache> virtualBufferCaches,
+            FileReference file, IBufferCache diskBufferCache, IFileMapProvider diskFileMapProvider,
+            ISerializerDeserializer[] fieldSerdes, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            int numKeyFields, RTreePolicyType rtreePolicyType, ILSMMergePolicy mergePolicy,
+            ILSMOperationTracker opTracker, ILSMIOOperationScheduler ioScheduler, ILSMIOOperationCallback ioOpCallback)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] rtreeCmpFactories = SerdeUtils
+                .serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        IBinaryComparatorFactory[] btreeCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        LSMRTreeWithAntiMatterTuples lsmTree = LSMRTreeUtils
+                .createLSMTreeWithAntiMatterTuples(virtualBufferCaches, file, diskBufferCache, diskFileMapProvider,
+                        typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories, rtreePolicyType,
+                        mergePolicy, opTracker, ioScheduler, ioOpCallback,
+                        LSMRTreeUtils.proposeBestLinearizer(typeTraits, rtreeCmpFactories.length), null, null, null,
+                        null, true);
+        LSMRTreeWithAntiMatterTuplesTestContext testCtx = new LSMRTreeWithAntiMatterTuplesTestContext(fieldSerdes,
+                lsmTree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
new file mode 100644
index 0000000..28e5fb4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/pom.xml
@@ -0,0 +1,63 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-am-rtree-test</artifactId>
+  <name>hyracks-storage-am-rtree-test</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+   </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-am-rtree</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>test</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeBulkLoadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeBulkLoadTest.java
new file mode 100644
index 0000000..ca1dfce
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeBulkLoadTest.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class RTreeBulkLoadTest extends AbstractRTreeBulkLoadTest {
+
+    public RTreeBulkLoadTest() {
+        super(AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
+    }
+
+    private final RTreeTestHarness harness = new RTreeTestHarness();
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeDeleteTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeDeleteTest.java
new file mode 100644
index 0000000..2541bd8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeDeleteTest.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class RTreeDeleteTest extends AbstractRTreeDeleteTest {
+
+	private final RTreeTestHarness harness = new RTreeTestHarness();
+
+	public RTreeDeleteTest() {
+		super(AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
+	}
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java
new file mode 100644
index 0000000..7e9ef1b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeExamplesTest.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+public class RTreeExamplesTest extends AbstractRTreeExamplesTest {
+    private final RTreeTestHarness harness = new RTreeTestHarness();
+
+    public RTreeExamplesTest() {
+        super();
+        this.rTreeType = RTreeType.RTREE;
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] rtreeFields, int[] btreeFields, ITypeTraits[] filterTypeTraits,
+            IBinaryComparatorFactory[] filterCmpFactories, int[] filterFields) throws TreeIndexException {
+        return RTreeUtils.createRTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits,
+                valueProviderFactories, rtreeCmpFactories, rtreePolicyType, harness.getFileReference(), true);
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeInsertTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeInsertTest.java
new file mode 100644
index 0000000..621055b
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeInsertTest.java
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.Random;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+@SuppressWarnings("rawtypes")
+public class RTreeInsertTest extends AbstractRTreeInsertTest {
+
+	private final RTreeTestHarness harness = new RTreeTestHarness();
+
+	public RTreeInsertTest() {
+		super(AccessMethodTestsConfig.RTREE_TEST_RSTAR_POLICY);
+	}
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected AbstractRTreeTestContext createTestContext(ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        return RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, rtreePolicyType);
+    }
+
+    @Override
+    protected Random getRandom() {
+        return harness.getRandom();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeLifecycleTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeLifecycleTest.java
new file mode 100644
index 0000000..631ebad
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeLifecycleTest.java
@@ -0,0 +1,101 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.am.rtree;
+
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import org.apache.hyracks.storage.am.common.CheckTuple;
+import org.apache.hyracks.storage.am.common.IIndexTestContext;
+import org.apache.hyracks.storage.am.common.TreeIndexTestUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexFrame;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+public class RTreeLifecycleTest extends AbstractIndexLifecycleTest {
+    private final RTreeTestHarness harness = new RTreeTestHarness();
+    private final TreeIndexTestUtils titu = new RTreeTestUtils();
+
+    @SuppressWarnings("rawtypes")
+    private final ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+            IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+    private final IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils
+            .createPrimitiveValueProviderFactories(4, IntegerPointable.FACTORY);
+    private final int numKeys = 4;
+
+    @SuppressWarnings("rawtypes")
+    private IIndexTestContext<? extends CheckTuple> testCtx;
+    private ITreeIndexFrame frame = null;
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        testCtx = RTreeTestContext.create(harness.getBufferCache(), harness.getFileMapProvider(),
+                harness.getFileReference(), fieldSerdes, valueProviderFactories, numKeys, RTreePolicyType.RTREE);
+        index = testCtx.getIndex();
+    }
+
+    @Override
+    public void tearDown() throws HyracksDataException {
+        try {
+            testCtx.getIndex().deactivate();
+        } catch (Exception e) {
+        } finally {
+            testCtx.getIndex().destroy();
+        }
+        harness.tearDown();
+    }
+
+    @Override
+    protected boolean persistentStateExists() {
+        return harness.getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws HyracksDataException {
+        RTree rtree = (RTree) testCtx.getIndex();
+        if (frame == null) {
+            frame = rtree.getInteriorFrameFactory().createFrame();
+        }
+        return rtree.isEmptyTree(frame);
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        titu.insertIntTuples(testCtx, 10, harness.getRandom());
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        titu.checkScan(testCtx);
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        testCtx.getCheckTuples().clear();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
new file mode 100644
index 0000000..b613724
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/RTreeSearchCursorTest.java
@@ -0,0 +1,177 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree;
+
+import java.util.ArrayList;
+import java.util.Random;
+import java.util.logging.Level;
+
+import org.apache.hyracks.storage.am.common.api.*;
+import org.apache.hyracks.storage.am.common.freepage.LinkedMetaDataPageManager;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import org.apache.hyracks.data.std.primitive.IntegerPointable;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import org.apache.hyracks.dataflow.common.util.TupleUtils;
+import org.apache.hyracks.storage.am.common.api.IMetaDataPageManager;
+import org.apache.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import org.apache.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.common.util.HashMultiSet;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
+import org.apache.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMInteriorFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreeNSMLeafFrameFactory;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.RTreeSearchCursor;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+import org.apache.hyracks.storage.am.rtree.tuples.RTreeTypeAwareTupleWriterFactory;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.am.rtree.utils.AbstractRTreeTest;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+
+public class RTreeSearchCursorTest extends AbstractRTreeTest {
+
+    private final RTreeTestUtils rTreeTestUtils;
+    private Random rnd = new Random(50);
+
+    public RTreeSearchCursorTest() {
+        this.rTreeTestUtils = new RTreeTestUtils();
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        super.setUp();
+    }
+
+    @SuppressWarnings({ "unchecked", "rawtypes" })
+    @Test
+    public void rangeSearchTest() throws Exception {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("TESTING RANGE SEARCH CURSOR FOR RTREE");
+        }
+
+        IBufferCache bufferCache = harness.getBufferCache();
+
+        // Declare fields.
+        int fieldCount = 5;
+        ITypeTraits[] typeTraits = new ITypeTraits[fieldCount];
+        typeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[3] = IntegerPointable.TYPE_TRAITS;
+        typeTraits[4] = IntegerPointable.TYPE_TRAITS;
+        // Declare field serdes.
+        ISerializerDeserializer[] fieldSerdes = { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+
+        // Declare keys.
+        int keyFieldCount = 4;
+        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[keyFieldCount];
+        cmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[1] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[2] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+        cmpFactories[3] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
+
+        // create value providers
+        IPrimitiveValueProviderFactory[] valueProviderFactories = RTreeUtils.createPrimitiveValueProviderFactories(
+                cmpFactories.length, IntegerPointable.FACTORY);
+
+        RTreeTypeAwareTupleWriterFactory tupleWriterFactory = new RTreeTypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+
+        ITreeIndexFrameFactory interiorFrameFactory = new RTreeNSMInteriorFrameFactory(tupleWriterFactory,
+                valueProviderFactories, RTreePolicyType.RTREE);
+        ITreeIndexFrameFactory leafFrameFactory = new RTreeNSMLeafFrameFactory(tupleWriterFactory,
+                valueProviderFactories, RTreePolicyType.RTREE);
+
+        IRTreeInteriorFrame interiorFrame = (IRTreeInteriorFrame) interiorFrameFactory.createFrame();
+        IRTreeLeafFrame leafFrame = (IRTreeLeafFrame) leafFrameFactory.createFrame();
+        IMetaDataPageManager freePageManager = new LinkedMetaDataPageManager(bufferCache, metaFrameFactory);
+
+        RTree rtree = new RTree(bufferCache, harness.getFileMapProvider(), freePageManager, interiorFrameFactory,
+                leafFrameFactory, cmpFactories, fieldCount, harness.getFileReference());
+        rtree.create();
+        rtree.activate();
+
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(fieldCount);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        ITreeIndexAccessor indexAccessor = rtree.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        int numInserts = 10000;
+        ArrayList<RTreeCheckTuple> checkTuples = new ArrayList<RTreeCheckTuple>();
+        for (int i = 0; i < numInserts; i++) {
+            int p1x = rnd.nextInt();
+            int p1y = rnd.nextInt();
+            int p2x = rnd.nextInt();
+            int p2y = rnd.nextInt();
+
+            int pk = rnd.nextInt();;
+
+            TupleUtils.createIntegerTuple(tb, tuple, Math.min(p1x, p2x), Math.min(p1y, p2y), Math.max(p1x, p2x),
+                    Math.max(p1y, p2y), pk);
+            try {
+                indexAccessor.insert(tuple);
+            } catch (TreeIndexException e) {
+            }
+            RTreeCheckTuple checkTuple = new RTreeCheckTuple(fieldCount, keyFieldCount);
+            checkTuple.appendField(Math.min(p1x, p2x));
+            checkTuple.appendField(Math.min(p1y, p2y));
+            checkTuple.appendField(Math.max(p1x, p2x));
+            checkTuple.appendField(Math.max(p1y, p2y));
+            checkTuple.appendField(pk);
+
+            checkTuples.add(checkTuple);
+        }
+
+        // Build key.
+        ArrayTupleBuilder keyTb = new ArrayTupleBuilder(keyFieldCount);
+        ArrayTupleReference key = new ArrayTupleReference();
+        TupleUtils.createIntegerTuple(keyTb, key, -1000, -1000, 1000, 1000);
+
+        MultiComparator cmp = MultiComparator.create(cmpFactories);
+        ITreeIndexCursor searchCursor = new RTreeSearchCursor(interiorFrame, leafFrame);
+        SearchPredicate searchPredicate = new SearchPredicate(key, cmp);
+
+        RTreeCheckTuple keyCheck = (RTreeCheckTuple) rTreeTestUtils.createCheckTupleFromTuple(key, fieldSerdes,
+                keyFieldCount);
+        HashMultiSet<RTreeCheckTuple> expectedResult = rTreeTestUtils.getRangeSearchExpectedResults(checkTuples,
+                keyCheck);
+
+        rTreeTestUtils.getRangeSearchExpectedResults(checkTuples, keyCheck);
+        indexAccessor.search(searchCursor, searchPredicate);
+
+        rTreeTestUtils.checkExpectedResults(searchCursor, expectedResult, fieldSerdes, keyFieldCount, null);
+
+        rtree.deactivate();
+        rtree.destroy();
+    }
+
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
new file mode 100644
index 0000000..bb49a84
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
@@ -0,0 +1,106 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.multithread;
+
+import java.util.ArrayList;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.TestWorkloadConf;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.common.api.TreeIndexException;
+import org.apache.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeExamplesTest.RTreeType;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.am.rtree.utils.RTreeTestHarness;
+
+public class RTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
+
+    public RTreeMultiThreadTest() {
+        super(true, RTreeType.RTREE);
+    }
+
+    private final RTreeTestHarness harness = new RTreeTestHarness();
+
+    private final RTreeTestWorkerFactory workerFactory = new RTreeTestWorkerFactory();
+
+    @Override
+    protected void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @Override
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    @Override
+    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] rtreeCmpFactories,
+            IBinaryComparatorFactory[] btreeCmpFactories, IPrimitiveValueProviderFactory[] valueProviderFactories,
+            RTreePolicyType rtreePolicyType, int[] btreeFields) throws TreeIndexException {
+        return RTreeUtils.createRTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits,
+                valueProviderFactories, rtreeCmpFactories, rtreePolicyType, harness.getFileReference(), true);
+
+    }
+
+    @Override
+    protected IIndexTestWorkerFactory getWorkerFactory() {
+        return workerFactory;
+    }
+
+    @Override
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Inserts mixed with scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN,
+                TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts and deletes.
+        TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
+
+        // All operations mixed.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
+                TestOperation.DISKORDER_SCAN };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+
+    @Override
+    protected String getIndexTypeName() {
+        return "RTree";
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
new file mode 100644
index 0000000..ecca1e7
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
@@ -0,0 +1,120 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import org.apache.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import org.apache.hyracks.dataflow.common.data.accessors.ITupleReference;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.api.IIndexCursor;
+import org.apache.hyracks.storage.am.common.api.ITreeIndexCursor;
+import org.apache.hyracks.storage.am.common.api.IndexException;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+import org.apache.hyracks.storage.am.common.ophelpers.MultiComparator;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.impls.SearchPredicate;
+
+public class RTreeTestWorker extends AbstractIndexTestWorker {
+
+    private final RTree rtree;
+    private final int numFields;
+    private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
+    private final ArrayTupleBuilder rearrangedTb;
+
+    public RTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches)
+            throws HyracksDataException {
+        super(dataGen, opSelector, index, numBatches);
+        rtree = (RTree) index;
+        numFields = rtree.getFieldCount();
+        rearrangedTb = new ArrayTupleBuilder(numFields);
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        RTree.RTreeAccessor accessor = (RTree.RTreeAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor(false);
+        ITreeIndexCursor diskOrderScanCursor = accessor.createDiskOrderScanCursor();
+        MultiComparator cmp = accessor.getOpContext().cmp;
+        SearchPredicate rangePred = new SearchPredicate(tuple, cmp);
+
+        switch (op) {
+            case INSERT:
+                rearrangeTuple(tuple, cmp);
+                accessor.insert(rearrangedTuple);
+                break;
+
+            case DELETE:
+                rearrangeTuple(tuple, cmp);
+                accessor.delete(rearrangedTuple);
+                break;
+
+            case SCAN:
+                searchCursor.reset();
+                rangePred.setSearchKey(null);
+                accessor.search(searchCursor, rangePred);
+                consumeCursorTuples(searchCursor);
+                break;
+
+            case DISKORDER_SCAN:
+                diskOrderScanCursor.reset();
+                accessor.diskOrderScan(diskOrderScanCursor);
+                consumeCursorTuples(diskOrderScanCursor);
+                break;
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+
+    private void rearrangeTuple(ITupleReference tuple, MultiComparator cmp) throws HyracksDataException {
+        // Create a tuple with rearranged key values to make sure lower points
+        // have larger coordinates than high points.
+        rearrangedTb.reset();
+        int maxFieldPos = cmp.getKeyFieldCount() / 2;
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+        for (int i = 0; i < maxFieldPos; i++) {
+            int j = maxFieldPos + i;
+            int c = cmp.getComparators()[i].compare(tuple.getFieldData(i), tuple.getFieldStart(i),
+                    tuple.getFieldLength(i), tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            if (c > 0) {
+                rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            } else {
+                rearrangedTb.addField(tuple.getFieldData(j), tuple.getFieldStart(j), tuple.getFieldLength(j));
+            }
+        }
+        for (int i = cmp.getKeyFieldCount(); i < numFields; i++) {
+            rearrangedTb.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+        }
+        rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
new file mode 100644
index 0000000..e817df8
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.multithread;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.storage.am.common.AbstractIndexTestWorker;
+import org.apache.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import org.apache.hyracks.storage.am.common.TestOperationSelector;
+import org.apache.hyracks.storage.am.common.api.IIndex;
+import org.apache.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class RTreeTestWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) throws HyracksDataException {
+        return new RTreeTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/AbstractRTreeTest.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/AbstractRTreeTest.java
new file mode 100644
index 0000000..1c8a4cd
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/AbstractRTreeTest.java
@@ -0,0 +1,50 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.utils;
+
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+
+public abstract class AbstractRTreeTest {
+    protected final Logger LOGGER = Logger.getLogger(RTreeTestHarness.class.getName());
+    protected final RTreeTestHarness harness;
+
+    public AbstractRTreeTest() {
+        harness = new RTreeTestHarness();
+    }
+
+    public AbstractRTreeTest(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        harness = new RTreeTestHarness(pageSize, numPages, maxOpenFiles, hyracksFrameSize);
+    }
+
+    @Before
+    public void setUp() throws HyracksDataException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java
new file mode 100644
index 0000000..26b4c99
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestContext.java
@@ -0,0 +1,67 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.utils;
+
+import org.apache.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import org.apache.hyracks.api.dataflow.value.ISerializerDeserializer;
+import org.apache.hyracks.api.dataflow.value.ITypeTraits;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.dataflow.common.util.SerdeUtils;
+import org.apache.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import org.apache.hyracks.storage.am.common.api.ITreeIndex;
+import org.apache.hyracks.storage.am.rtree.AbstractRTreeTestContext;
+import org.apache.hyracks.storage.am.rtree.frames.RTreePolicyType;
+import org.apache.hyracks.storage.am.rtree.impls.RTree;
+import org.apache.hyracks.storage.am.rtree.util.RTreeUtils;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+
+@SuppressWarnings("rawtypes")
+public class RTreeTestContext extends AbstractRTreeTestContext {
+
+    public RTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) throws HyracksDataException {
+        super(fieldSerdes, treeIndex);
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        RTree rtree = (RTree) index;
+        return rtree.getComparatorFactories().length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        RTree rtree = (RTree) index;
+        return rtree.getComparatorFactories();
+    }
+
+    public static RTreeTestContext create(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            FileReference file, ISerializerDeserializer[] fieldSerdes,
+            IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeyFields, RTreePolicyType rtreePolicyType)
+            throws Exception {
+        ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeyFields);
+        RTree rtree = RTreeUtils.createRTree(bufferCache, fileMapProvider, typeTraits, valueProviderFactories,
+                cmpFactories, rtreePolicyType, file, true);
+        RTreeTestContext testCtx = new RTreeTestContext(fieldSerdes, rtree);
+        return testCtx;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestHarness.java b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestHarness.java
new file mode 100644
index 0000000..8c3b7c4
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/org/apache/hyracks/storage/am/rtree/utils/RTreeTestHarness.java
@@ -0,0 +1,126 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.storage.am.rtree.utils;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.am.config.AccessMethodTestsConfig;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class RTreeTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int pageSize;
+    protected final int numPages;
+    protected final int maxOpenFiles;
+    protected final int hyracksFrameSize;
+
+    protected IHyracksTaskContext ctx;
+    protected IBufferCache bufferCache;
+    protected IFileMapProvider fileMapProvider;
+    protected int treeFileId;
+
+    protected final Random rnd = new Random();
+    protected final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected final String sep = System.getProperty("file.separator");
+    protected String fileName;
+    protected FileReference file;
+
+    public RTreeTestHarness() {
+        this.pageSize = AccessMethodTestsConfig.RTREE_PAGE_SIZE;
+        this.numPages = AccessMethodTestsConfig.RTREE_NUM_PAGES;
+        this.maxOpenFiles = AccessMethodTestsConfig.RTREE_MAX_OPEN_FILES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.RTREE_HYRACKS_FRAME_SIZE;
+    }
+
+    public RTreeTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
+        this.pageSize = pageSize;
+        this.numPages = numPages;
+        this.maxOpenFiles = maxOpenFiles;
+        this.hyracksFrameSize = hyracksFrameSize;
+    }
+
+    public void setUp() throws HyracksDataException {
+        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
+        file = new FileReference(new File(fileName));
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
+        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        rnd.setSeed(RANDOM_SEED);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        bufferCache.close();
+        File f = new File(fileName);
+        f.deleteOnExit();
+    }
+
+    public IHyracksTaskContext getHyracksTaskContext() {
+        return ctx;
+    }
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public IFileMapProvider getFileMapProvider() {
+        return fileMapProvider;
+    }
+
+    public String getFileName() {
+        return fileName;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+
+    public int getPageSize() {
+        return pageSize;
+    }
+
+    public int getNumPages() {
+        return numPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public int getMaxOpenFiles() {
+        return maxOpenFiles;
+    }
+
+    public FileReference getFileReference() {
+        return file;
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml b/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
new file mode 100644
index 0000000..7457572
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-common-test/pom.xml
@@ -0,0 +1,62 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-storage-common-test</artifactId>
+  <name>hyracks-storage-common-test</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-tests</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+      <groupId>org.apache.maven.plugins</groupId>
+      <artifactId>maven-deploy-plugin</artifactId>
+      <configuration>
+          <skip>true</skip>
+      </configuration>
+    </plugin>
+   </plugins>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-storage-common</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<scope>compile</scope>
+  	</dependency>
+  	<dependency>
+  		<groupId>org.apache.hyracks</groupId>
+  		<artifactId>hyracks-test-support</artifactId>
+  		<version>0.2.18-SNAPSHOT</version>
+  		<type>jar</type>
+  		<scope>compile</scope>
+  	</dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheRegressionTest.java b/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheRegressionTest.java
new file mode 100644
index 0000000..2330e4d
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheRegressionTest.java
@@ -0,0 +1,153 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common;
+
+import static org.junit.Assert.fail;
+
+import java.io.File;
+import java.io.IOException;
+import java.nio.ByteBuffer;
+
+import org.junit.After;
+import org.junit.Before;
+import org.junit.Test;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.api.io.IFileHandle;
+import org.apache.hyracks.api.io.IIOManager;
+import org.apache.hyracks.api.io.IIOManager.FileReadWriteMode;
+import org.apache.hyracks.api.io.IIOManager.FileSyncMode;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class BufferCacheRegressionTest {
+    protected static final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected static final String sep = System.getProperty("file.separator");
+
+    protected String fileName = tmpDir + sep + "flushTestFile";
+
+    private static final int PAGE_SIZE = 256;
+    private static final int HYRACKS_FRAME_SIZE = PAGE_SIZE;
+    private IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+    // We want to test the following behavior when reclaiming a file slot in the
+    // buffer cache:
+    // 1. If the file being evicted was deleted, then its dirty pages should be
+    // invalidated, but most not be flushed.
+    // 2. If the file was not deleted, then we must flush its dirty pages.
+    @Before
+    public void setUp() throws IOException{
+        resetState();
+    }
+    @After
+    public void tearDown() throws IOException{
+        resetState();
+    }
+    private void resetState() throws IOException{
+        File f = new File(fileName);
+        if (f.exists()) {
+            f.delete();
+        }
+    }
+    @Test
+    public void testFlushBehaviorOnFileEviction() throws IOException {
+        flushBehaviorTest(true);
+        flushBehaviorTest(false);
+    }
+
+    private void flushBehaviorTest(boolean deleteFile) throws IOException {
+        TestStorageManagerComponentHolder.init(PAGE_SIZE, 10, 1);
+
+        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+
+        FileReference firstFileRef = new FileReference(new File(fileName));
+        bufferCache.createFile(firstFileRef);
+        int firstFileId = fmp.lookupFileId(firstFileRef);
+        bufferCache.openFile(firstFileId);
+
+        // Fill the first page with known data and make it dirty by write
+        // latching it.
+        ICachedPage writePage = bufferCache.pin(BufferedFileHandle.getDiskPageId(firstFileId, 0), true);
+        writePage.acquireWriteLatch();
+        try {
+            ByteBuffer buf = writePage.getBuffer();
+            for (int i = 0; i < buf.capacity(); i++) {
+                buf.put(Byte.MAX_VALUE);
+            }
+        } finally {
+            writePage.releaseWriteLatch(true);
+            bufferCache.unpin(writePage);
+        }
+        bufferCache.closeFile(firstFileId);
+        if (deleteFile) {
+            bufferCache.deleteFile(firstFileId, false);
+        }
+
+        // Create a file with the same name.
+        FileReference secondFileRef = new FileReference(new File(fileName));
+        bufferCache.createFile(secondFileRef);
+        int secondFileId = fmp.lookupFileId(secondFileRef);
+
+        // This open will replace the firstFileRef's slot in the BufferCache,
+        // causing it's pages to be cleaned up. We want to make sure that those
+        // dirty pages are not flushed to the disk, because the file was
+        // declared as deleted, and
+        // somebody might be already using the same filename again (having been
+        // assigned a different fileId).
+        bufferCache.openFile(secondFileId);
+
+        // Manually open the file and inspect it's contents. We cannot simply
+        // ask the BufferCache to pin the page, because it would return the same
+        // physical memory again, and for performance reasons pages are never
+        // reset with 0's.
+        IIOManager ioManager = ctx.getIOManager();
+        FileReference testFileRef = new FileReference(new File(fileName));
+        IFileHandle testFileHandle = ioManager.open(testFileRef, FileReadWriteMode.READ_ONLY,
+                FileSyncMode.METADATA_SYNC_DATA_SYNC);
+        ByteBuffer testBuffer = ByteBuffer.allocate(PAGE_SIZE);
+        ioManager.syncRead(testFileHandle, 0, testBuffer);
+        for (int i = 0; i < testBuffer.capacity(); i++) {
+            if (deleteFile) {
+                // We deleted the file. We expect to see a clean buffer.
+                if (testBuffer.get(i) == Byte.MAX_VALUE) {
+                    fail("Page 0 of deleted file was fazily flushed in openFile(), "
+                            + "corrupting the data of a newly created file with the same name.");
+                }
+            } else {
+                // We didn't delete the file. We expect to see a buffer full of
+                // Byte.MAX_VALUE.
+                if (testBuffer.get(i) != Byte.MAX_VALUE) {
+                    fail("Page 0 of closed file was not flushed when properly, when reclaiming the file slot of fileId 0 in the BufferCache.");
+                }
+            }
+        }
+        ioManager.close(testFileHandle);
+        bufferCache.closeFile(secondFileId);
+        if (deleteFile) {
+            bufferCache.deleteFile(secondFileId, false);
+        }
+        bufferCache.close();
+    }
+}
diff --git a/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheTest.java b/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheTest.java
new file mode 100644
index 0000000..3e410ad
--- /dev/null
+++ b/hyracks/hyracks-tests/hyracks-storage-common-test/src/test/java/org/apache/hyracks/storage/common/BufferCacheTest.java
@@ -0,0 +1,329 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.storage.common;
+
+import java.io.File;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Random;
+
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.Test;
+
+import org.apache.hyracks.api.context.IHyracksTaskContext;
+import org.apache.hyracks.api.exceptions.HyracksDataException;
+import org.apache.hyracks.api.io.FileReference;
+import org.apache.hyracks.storage.common.buffercache.IBufferCache;
+import org.apache.hyracks.storage.common.buffercache.ICachedPage;
+import org.apache.hyracks.storage.common.file.BufferedFileHandle;
+import org.apache.hyracks.storage.common.file.IFileMapProvider;
+import org.apache.hyracks.test.support.TestStorageManagerComponentHolder;
+import org.apache.hyracks.test.support.TestUtils;
+
+public class BufferCacheTest {
+    protected static final List<String> openedFiles = new ArrayList<String>();
+    protected static final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected static final String tmpDir = System.getProperty("java.io.tmpdir");
+    protected static final String sep = System.getProperty("file.separator");
+
+    private static final int PAGE_SIZE = 256;
+    private static final int NUM_PAGES = 10;
+    private static final int MAX_OPEN_FILES = 20;
+    private static final int HYRACKS_FRAME_SIZE = PAGE_SIZE;
+    private IHyracksTaskContext ctx = TestUtils.create(HYRACKS_FRAME_SIZE);
+
+    private static final Random rnd = new Random(50);
+
+    private String getFileName() {
+        String fileName = tmpDir + sep + simpleDateFormat.format(new Date()) + openedFiles.size();
+        openedFiles.add(fileName);
+        return fileName;
+    }
+
+    @Test
+    public void simpleOpenPinCloseTest() throws HyracksDataException {
+        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
+        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        String fileName = getFileName();
+        FileReference file = new FileReference(new File(fileName));
+        bufferCache.createFile(file);
+        int fileId = fmp.lookupFileId(file);
+        int num = 10;
+        int testPageId = 0;
+
+        bufferCache.openFile(fileId);
+
+        ICachedPage page = null;
+
+        // tryPin should fail
+        page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, testPageId));
+        Assert.assertNull(page);
+
+        // pin page should succeed
+        page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, testPageId), true);
+        page.acquireWriteLatch();
+        try {
+            for (int i = 0; i < num; i++) {
+                page.getBuffer().putInt(i * 4, i);
+            }
+
+            // try pin should succeed
+            ICachedPage page2 = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, testPageId));
+            Assert.assertNotNull(page2);
+            bufferCache.unpin(page2);
+
+        } finally {
+            page.releaseWriteLatch(true);
+            bufferCache.unpin(page);
+        }
+
+        bufferCache.closeFile(fileId);
+
+        // This code is commented because the method pinSanityCheck in the BufferCache is commented.
+        /*boolean exceptionThrown = false;
+
+        // tryPin should fail since file is not open
+        try {
+            page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, testPageId));
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertTrue(exceptionThrown);
+
+        // pin should fail since file is not open
+        exceptionThrown = false;
+        try {
+            page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, testPageId), false);
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertTrue(exceptionThrown);*/
+
+        // open file again
+        bufferCache.openFile(fileId);
+
+        // tryPin should succeed because page should still be cached
+        page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, testPageId));
+        Assert.assertNotNull(page);
+        page.acquireReadLatch();
+        try {
+            // verify contents of page
+            for (int i = 0; i < num; i++) {
+                Assert.assertEquals(page.getBuffer().getInt(i * 4), i);
+            }
+        } finally {
+            page.releaseReadLatch();
+            bufferCache.unpin(page);
+        }
+
+        bufferCache.closeFile(fileId);
+        bufferCache.close();
+    }
+
+    @Test
+    public void simpleMaxOpenFilesTest() throws HyracksDataException {
+        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
+        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+
+        List<Integer> fileIds = new ArrayList<Integer>();
+
+        for (int i = 0; i < MAX_OPEN_FILES; i++) {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+            fileIds.add(fileId);
+        }
+
+        boolean exceptionThrown = false;
+
+        // since all files are open, next open should fail
+        try {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertTrue(exceptionThrown);
+
+        // close a random file
+        int ix = Math.abs(rnd.nextInt()) % fileIds.size();
+        bufferCache.closeFile(fileIds.get(ix));
+        fileIds.remove(ix);
+
+        // now open should succeed again
+        exceptionThrown = false;
+        try {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+            fileIds.add(fileId);
+
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertFalse(exceptionThrown);
+
+        for (Integer i : fileIds) {
+            bufferCache.closeFile(i.intValue());
+        }
+
+        bufferCache.close();
+    }
+
+    @Test
+    public void contentCheckingMaxOpenFilesTest() throws HyracksDataException {
+        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
+        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+
+        List<Integer> fileIds = new ArrayList<Integer>();
+        Map<Integer, ArrayList<Integer>> pageContents = new HashMap<Integer, ArrayList<Integer>>();
+        int num = 10;
+        int testPageId = 0;
+
+        // open max number of files and write some stuff into their first page
+        for (int i = 0; i < MAX_OPEN_FILES; i++) {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+            fileIds.add(fileId);
+
+            ICachedPage page = null;
+            page = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, testPageId), true);
+            page.acquireWriteLatch();
+            try {
+                ArrayList<Integer> values = new ArrayList<Integer>();
+                for (int j = 0; j < num; j++) {
+                    int x = Math.abs(rnd.nextInt());
+                    page.getBuffer().putInt(j * 4, x);
+                    values.add(x);
+                }
+                pageContents.put(fileId, values);
+            } finally {
+                page.releaseWriteLatch(true);
+                bufferCache.unpin(page);
+            }
+        }
+
+        boolean exceptionThrown = false;
+
+        // since all files are open, next open should fail
+        try {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertTrue(exceptionThrown);
+
+        // close a few random files
+        ArrayList<Integer> closedFileIds = new ArrayList<Integer>();
+        int filesToClose = 5;
+        for (int i = 0; i < filesToClose; i++) {
+            int ix = Math.abs(rnd.nextInt()) % fileIds.size();
+            bufferCache.closeFile(fileIds.get(ix));
+            closedFileIds.add(fileIds.get(ix));
+            fileIds.remove(ix);
+        }
+
+        // now open a few new files
+        for (int i = 0; i < filesToClose; i++) {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+            fileIds.add(fileId);
+        }
+
+        // since all files are open, next open should fail
+        try {
+            String fileName = getFileName();
+            FileReference file = new FileReference(new File(fileName));
+            bufferCache.createFile(file);
+            int fileId = fmp.lookupFileId(file);
+            bufferCache.openFile(fileId);
+        } catch (HyracksDataException e) {
+            exceptionThrown = true;
+        }
+        Assert.assertTrue(exceptionThrown);
+
+        // close a few random files again
+        for (int i = 0; i < filesToClose; i++) {
+            int ix = Math.abs(rnd.nextInt()) % fileIds.size();
+            bufferCache.closeFile(fileIds.get(ix));
+            closedFileIds.add(fileIds.get(ix));
+            fileIds.remove(ix);
+        }
+
+        // now open those closed files again and verify their contents
+        for (int i = 0; i < filesToClose; i++) {
+            int closedFileId = closedFileIds.get(i);
+            bufferCache.openFile(closedFileId);
+            fileIds.add(closedFileId);
+
+            // pin first page and verify contents
+            ICachedPage page = null;
+            page = bufferCache.pin(BufferedFileHandle.getDiskPageId(closedFileId, testPageId), false);
+            page.acquireReadLatch();
+            try {
+                ArrayList<Integer> values = pageContents.get(closedFileId);
+                for (int j = 0; j < values.size(); j++) {
+                    Assert.assertEquals(values.get(j).intValue(), page.getBuffer().getInt(j * 4));
+                }
+            } finally {
+                page.releaseReadLatch();
+                bufferCache.unpin(page);
+            }
+        }
+
+        for (Integer i : fileIds) {
+            bufferCache.closeFile(i.intValue());
+        }
+
+        bufferCache.close();
+    }
+
+    @AfterClass
+    public static void cleanup() throws Exception {
+        for (String s : openedFiles) {
+            File f = new File(s);
+            f.deleteOnExit();
+        }
+    }
+}
diff --git a/hyracks/hyracks-tests/pom.xml b/hyracks/hyracks-tests/pom.xml
new file mode 100644
index 0000000..e1b528a
--- /dev/null
+++ b/hyracks/hyracks-tests/pom.xml
@@ -0,0 +1,55 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-tests</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-tests</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>hyracks-storage-common-test</module>
+    <module>hyracks-storage-am-btree-test</module>
+    <module>hyracks-storage-am-rtree-test</module>
+    <module>hyracks-storage-am-lsm-common-test</module>
+    <module>hyracks-storage-am-lsm-btree-test</module>
+    <module>hyracks-storage-am-lsm-rtree-test</module>
+    <module>hyracks-storage-am-lsm-invertedindex-test</module>
+    <module>hyracks-storage-am-bloomfilter-test</module>
+  </modules>
+</project>
diff --git a/hyracks/hyracks-util/pom.xml b/hyracks/hyracks-util/pom.xml
new file mode 100644
index 0000000..9bf3459
--- /dev/null
+++ b/hyracks/hyracks-util/pom.xml
@@ -0,0 +1,58 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+  ~ Licensed to the Apache Software Foundation (ASF) under one
+  ~ or more contributor license agreements.  See the NOTICE file
+  ~ distributed with this work for additional information
+  ~ regarding copyright ownership.  The ASF licenses this file
+  ~ to you under the Apache License, Version 2.0 (the
+  ~ "License"); you may not use this file except in compliance
+  ~ with the License.  You may obtain a copy of the License at
+  ~
+  ~   http://www.apache.org/licenses/LICENSE-2.0
+  ~
+  ~ Unless required by applicable law or agreed to in writing,
+  ~ software distributed under the License is distributed on an
+  ~ "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+  ~ KIND, either express or implied.  See the License for the
+  ~ specific language governing permissions and limitations
+  ~ under the License.
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>hyracks</artifactId>
+        <groupId>org.apache.hyracks</groupId>
+        <version>0.2.18-SNAPSHOT</version>
+    </parent>
+
+    <modelVersion>4.0.0</modelVersion>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-jar-plugin</artifactId>
+                <version>2.6</version>
+                <executions>
+                    <execution>
+                        <goals>
+                            <goal>test-jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
+    <artifactId>hyracks-util</artifactId>
+    <dependencies>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+        </dependency>
+    </dependencies>
+
+
+</project>
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MathUtil.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MathUtil.java
new file mode 100644
index 0000000..2b157e4
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/MathUtil.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util;
+
+public class MathUtil {
+    /**
+     * Fast way to calculate the log2(x). Note: x should be >= 1.
+     *
+     * @param n
+     * @return
+     */
+    public static int log2Floor(int n) {
+        assert n >= 1;
+        int log = 0;
+        if (n > 0xffff) {
+            n >>>= 16;
+            log = 16;
+        }
+
+        if (n > 0xff) {
+            n >>>= 8;
+            log |= 8;
+        }
+
+        if (n > 0xf) {
+            n >>>= 4;
+            log |= 4;
+        }
+
+        if (n > 0b11) {
+            n >>>= 2;
+            log |= 2;
+        }
+
+        return log + (n >>> 1);
+    }
+
+    public static int stripSignBit(int n) {
+        return n & 0x7fffffff;
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java
new file mode 100644
index 0000000..257daee
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Parser.java
@@ -0,0 +1,250 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.bytes;
+
+import java.util.Arrays;
+
+public class Base64Parser {
+    private static final byte[] DECODE_MAP = initDecodeMap();
+    private static final byte PADDING = 127;
+
+    private static byte[] initDecodeMap() {
+        byte[] map = new byte[128];
+        Arrays.fill(map, (byte) -1);
+
+        int i;
+        for (i = 'A'; i <= 'Z'; i++) {
+            map[i] = (byte) (i - 'A');
+        }
+        for (i = 'a'; i <= 'z'; i++) {
+            map[i] = (byte) (i - 'a' + 26);
+        }
+        for (i = '0'; i <= '9'; i++) {
+            map[i] = (byte) (i - '0' + 52);
+        }
+        map['+'] = 62;
+        map['/'] = 63;
+        map['='] = PADDING;
+
+        return map;
+    }
+
+    private byte[] quadruplet = new byte[4];
+    private byte[] storage;
+    private int length = 0;
+
+    /**
+     * Parse the Base64 sequence from {@code input} into {@code out}
+     * Note, the out should have enough space by checking the {@link #guessLength(char[], int, int)} first
+     *
+     * @param input
+     * @param start
+     * @param length
+     * @param out
+     * @param offset
+     * @return
+     */
+    public int parseBase64String(char[] input, int start, int length, byte[] out, int offset) {
+        int outLength = 0;
+
+        int i;
+        int q = 0;
+
+        // convert each quadruplet to three bytes.
+        for (i = 0; i < length; i++) {
+            char ch = input[start + i];
+            byte v = DECODE_MAP[ch];
+
+            if (v == -1) {
+                throw new IllegalArgumentException("Invalid Base64 character");
+            }
+            quadruplet[q++] = v;
+
+            if (q == 4) {
+                outLength += dumpQuadruplet(out, offset + outLength);
+                q = 0;
+            }
+        }
+
+        return outLength;
+    }
+
+    /**
+     * Parse the Base64 sequence from {@code input} into {@code out}
+     * Note, the out should have enough space by checking the {@link #guessLength(byte[], int, int)} first
+     *
+     * @param input
+     * @param start
+     * @param length
+     * @param out
+     * @param offset
+     * @return the number of written bytes
+     */
+    public int parseBase64String(byte[] input, int start, int length, byte[] out, int offset) {
+        int outLength = 0;
+
+        int i;
+        int q = 0;
+
+        // convert each quadruplet to three bytes.
+        for (i = 0; i < length; i++) {
+            char ch = (char) input[start + i];
+            byte v = DECODE_MAP[ch];
+
+            if (v == -1) {
+                throw new IllegalArgumentException("Invalid Base64 character");
+            }
+            quadruplet[q++] = v;
+
+            if (q == 4) {
+                outLength += dumpQuadruplet(out, offset + outLength);
+                q = 0;
+            }
+        }
+
+        return outLength;
+    }
+
+    /**
+     * computes the length of binary data speculatively.
+     * Our requirement is to create byte[] of the exact length to store the binary data.
+     * If we do this in a straight-forward way, it takes two passes over the data.
+     * Experiments show that this is a non-trivial overhead (35% or so is spent on
+     * the first pass in calculating the length.)
+     * So the approach here is that we compute the length speculatively, without looking
+     * at the whole contents. The obtained speculative value is never less than the
+     * actual length of the binary data, but it may be bigger. So if the speculation
+     * goes wrong, we'll pay the cost of reallocation and buffer copying.
+     * If the base64 text is tightly packed with no indentation nor illegal char
+     * (like what most web services produce), then the speculation of this method
+     * will be correct, so we get the performance benefit.
+     */
+    public static int guessLength(char[] chars, int start, int length) {
+
+        // compute the tail '=' chars
+        int j = length - 1;
+        for (; j >= 0; j--) {
+            byte code = DECODE_MAP[chars[start + j]];
+            if (code == PADDING) {
+                continue;
+            }
+            if (code == -1) // most likely this base64 text is indented. go with the upper bound
+            {
+                return length / 4 * 3;
+            }
+            break;
+        }
+
+        j++;    // text.charAt(j) is now at some base64 char, so +1 to make it the size
+        int padSize = length - j;
+        if (padSize > 2) // something is wrong with base64. be safe and go with the upper bound
+        {
+            return length / 4 * 3;
+        }
+
+        // so far this base64 looks like it's unindented tightly packed base64.
+        // take a chance and create an array with the expected size
+        return length / 4 * 3 - padSize;
+    }
+
+    public static int guessLength(byte[] chars, int start, int length) {
+
+        // compute the tail '=' chars
+        int j = length - 1;
+        for (; j >= 0; j--) {
+            byte code = DECODE_MAP[chars[start + j]];
+            if (code == PADDING) {
+                continue;
+            }
+            if (code == -1) // most likely this base64 text is indented. go with the upper bound
+            {
+                return length / 4 * 3;
+            }
+            break;
+        }
+
+        j++;    // text.charAt(j) is now at some base64 char, so +1 to make it the size
+        int padSize = length - j;
+        if (padSize > 2) // something is wrong with base64. be safe and go with the upper bound
+        {
+            return length / 4 * 3;
+        }
+
+        // so far this base64 looks like it's unindented tightly packed base64.
+        // take a chance and create an array with the expected size
+        return length / 4 * 3 - padSize;
+    }
+
+    public byte[] getByteArray() {
+        return storage;
+    }
+
+    public int getLength() {
+        return length;
+    }
+
+    /**
+     * Same as {@link #parseBase64String(byte[], int, int, byte[], int)}, but we will provide the storage for caller
+     *
+     * @param input
+     * @param start
+     * @param length
+     */
+    public void generatePureByteArrayFromBase64String(byte[] input, int start, int length) {
+        // The base64 character length equals to utf8length
+        if (length % 4 != 0) {
+            throw new IllegalArgumentException(
+                    "Invalid Base64 string, the length of the string should be a multiple of 4");
+        }
+        final int buflen = guessLength(input, start, length);
+        ensureCapacity(buflen);
+        this.length = parseBase64String(input, start, length, storage, 0);
+    }
+
+    public void generatePureByteArrayFromBase64String(char[] input, int start, int length) {
+        if (length % 4 != 0) {
+            throw new IllegalArgumentException(
+                    "Invalid Base64 string, the length of the string should be a multiple of 4");
+        }
+        final int buflen = guessLength(input, start, length);
+        ensureCapacity(buflen);
+        this.length = parseBase64String(input, start, length, storage, 0);
+    }
+
+    private void ensureCapacity(int length) {
+        if (storage == null || storage.length < length) {
+            storage = new byte[length];
+        }
+    }
+
+    private int dumpQuadruplet(byte[] out, int offset) {
+        int outLength = 0;
+        // quadruplet is now filled.
+        out[offset + outLength++] = (byte) ((quadruplet[0] << 2) | (quadruplet[1] >> 4));
+        if (quadruplet[2] != PADDING) {
+            out[offset + outLength++] = (byte) ((quadruplet[1] << 4) | (quadruplet[2] >> 2));
+        }
+        if (quadruplet[3] != PADDING) {
+            out[offset + outLength++] = (byte) ((quadruplet[2] << 6) | (quadruplet[3]));
+        }
+        return outLength;
+    }
+
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Printer.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Printer.java
new file mode 100644
index 0000000..0e1c078
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/Base64Printer.java
@@ -0,0 +1,125 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.bytes;
+
+import java.io.IOException;
+
+public class Base64Printer {
+    /**
+     * Encodes a byte array into a {@code Appendable} stream by doing base64 encoding.
+     *
+     * @return the same input stream.
+     */
+    public static Appendable printBase64Binary(byte[] input, int offset, int len, Appendable appendable)
+            throws IOException {
+        // encode elements until only 1 or 2 elements are left to encode
+        int remaining = len;
+        int i;
+        for (i = offset; remaining >= 3; remaining -= 3, i += 3) {
+            appendable.append(encode(input[i] >> 2));
+            appendable.append(encode(
+                    ((input[i] & 0x3) << 4)
+                            | ((input[i + 1] >> 4) & 0xF)));
+            appendable.append(encode(
+                    ((input[i + 1] & 0xF) << 2)
+                            | ((input[i + 2] >> 6) & 0x3)));
+            appendable.append(encode(input[i + 2] & 0x3F));
+        }
+        // encode when exactly 1 element (left) to encode
+        if (remaining == 1) {
+            appendable.append(encode(input[i] >> 2));
+            appendable.append(encode(((input[i]) & 0x3) << 4));
+            appendable.append('=');
+            appendable.append('=');
+        }
+        // encode when exactly 2 elements (left) to encode
+        if (remaining == 2) {
+            appendable.append(encode(input[i] >> 2));
+            appendable.append(encode(((input[i] & 0x3) << 4)
+                    | ((input[i + 1] >> 4) & 0xF)));
+            appendable.append(encode((input[i + 1] & 0xF) << 2));
+            appendable.append('=');
+        }
+        return appendable;
+    }
+
+    /**
+     * Encodes a byte array into a char array by doing base64 encoding.
+     * The caller must supply a big enough buffer.
+     *
+     * @return the value of {@code ptr+((len+2)/3)*4}, which is the new offset
+     * in the output buffer where the further bytes should be placed.
+     */
+    public static int printBase64Binary(byte[] input, int offset, int len, char[] buf, int ptr) {
+        // encode elements until only 1 or 2 elements are left to encode
+        int remaining = len;
+        int i;
+        for (i = offset; remaining >= 3; remaining -= 3, i += 3) {
+            buf[ptr++] = encode(input[i] >> 2);
+            buf[ptr++] = encode(
+                    ((input[i] & 0x3) << 4)
+                            | ((input[i + 1] >> 4) & 0xF));
+            buf[ptr++] = encode(
+                    ((input[i + 1] & 0xF) << 2)
+                            | ((input[i + 2] >> 6) & 0x3));
+            buf[ptr++] = encode(input[i + 2] & 0x3F);
+        }
+        // encode when exactly 1 element (left) to encode
+        if (remaining == 1) {
+            buf[ptr++] = encode(input[i] >> 2);
+            buf[ptr++] = encode(((input[i]) & 0x3) << 4);
+            buf[ptr++] = '=';
+            buf[ptr++] = '=';
+        }
+        // encode when exactly 2 elements (left) to encode
+        if (remaining == 2) {
+            buf[ptr++] = encode(input[i] >> 2);
+            buf[ptr++] = encode(((input[i] & 0x3) << 4)
+                    | ((input[i + 1] >> 4) & 0xF));
+            buf[ptr++] = encode((input[i + 1] & 0xF) << 2);
+            buf[ptr++] = '=';
+        }
+        return ptr;
+    }
+
+    private static final char[] encodeMap = initEncodeMap();
+
+    private static char[] initEncodeMap() {
+        char[] map = new char[64];
+        int i;
+        for (i = 0; i < 26; i++) {
+            map[i] = (char) ('A' + i);
+        }
+        for (i = 26; i < 52; i++) {
+            map[i] = (char) ('a' + (i - 26));
+        }
+        for (i = 52; i < 62; i++) {
+            map[i] = (char) ('0' + (i - 52));
+        }
+        map[62] = '+';
+        map[63] = '/';
+
+        return map;
+    }
+
+    public static char encode(int i) {
+        return encodeMap[i & 0x3F];
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java
new file mode 100644
index 0000000..ba7276b
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexParser.java
@@ -0,0 +1,97 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.bytes;
+
+public class HexParser {
+    public static boolean isValidHexChar(char c) {
+        if (c >= '0' && c <= '9'
+                || c >= 'a' && c <= 'f'
+                || c >= 'A' && c <= 'F') {
+            return true;
+        }
+        return false;
+    }
+
+    public static int getValueFromValidHexChar(char c) {
+        if (c >= '0' && c <= '9') {
+            return c - '0';
+        }
+        if (c >= 'a' && c <= 'f') {
+            return 10 + c - 'a';
+        }
+        if (c >= 'A' && c <= 'F') {
+            return 10 + c - 'A';
+        }
+        throw new IllegalArgumentException("Invalid hex character : " + c);
+    }
+
+    private byte[] storage;
+    private int length;
+
+    public byte[] getByteArray() {
+        return storage;
+    }
+
+    public int getLength() {
+        return length;
+    }
+
+    public void generateByteArrayFromHexString(char[] input, int start, int length) {
+        if (length % 2 != 0) {
+            throw new IllegalArgumentException(
+                    "Invalid hex string for binary type: the string length should be a muliple of 2.");
+        }
+        this.length = length / 2;
+        ensureCapacity(this.length);
+        generateByteArrayFromHexString(input, start, length, storage, 0);
+    }
+
+    public void generateByteArrayFromHexString(byte[] input, int start, int length) {
+        if (length % 2 != 0) {
+            throw new IllegalArgumentException(
+                    "Invalid hex string for binary type: the string length should be a muliple of 2.");
+        }
+        this.length = length / 2;
+        ensureCapacity(this.length);
+        generateByteArrayFromHexString(input, start, length, storage, 0);
+    }
+
+    private void ensureCapacity(int capacity) {
+        if (storage == null || storage.length < capacity) {
+            storage = new byte[capacity];
+        }
+    }
+
+    public static void generateByteArrayFromHexString(char[] input, int start, int length, byte[] output,
+            int offset) {
+        for (int i = 0; i < length; i += 2) {
+            output[offset + i / 2] = (byte) ((getValueFromValidHexChar(input[start + i]) << 4) +
+                    getValueFromValidHexChar(input[start + i + 1]));
+        }
+    }
+
+    public static void generateByteArrayFromHexString(byte[] input, int start, int length, byte[] output,
+            int offset) {
+        for (int i = 0; i < length; i += 2) {
+            output[offset + i / 2] = (byte) ((getValueFromValidHexChar((char) input[start + i]) << 4) +
+                    getValueFromValidHexChar((char) input[start + i + 1]));
+        }
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java
new file mode 100644
index 0000000..5a9c064
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/bytes/HexPrinter.java
@@ -0,0 +1,48 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.bytes;
+
+import java.io.IOException;
+
+public class HexPrinter {
+    public enum CASE {
+        LOWER_CASE,
+        UPPER_CASE,
+    }
+
+    public static byte hex(int i, CASE c) {
+        switch (c) {
+            case LOWER_CASE:
+                return (byte) (i < 10 ? i + '0' : i + ('a' - 10));
+            case UPPER_CASE:
+                return (byte) (i < 10 ? i + '0' : i + ('A' - 10));
+        }
+        return Byte.parseByte(null);
+    }
+
+    public static Appendable printHexString(byte[] bytes, int start, int length, Appendable appendable)
+            throws IOException {
+        for (int i = 0; i < length; ++i) {
+            appendable.append((char) hex((bytes[start + i] >>> 4) & 0x0f, CASE.UPPER_CASE));
+            appendable.append((char) hex((bytes[start + i] & 0x0f), CASE.UPPER_CASE));
+        }
+        return appendable;
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoder.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoder.java
new file mode 100644
index 0000000..a3ba969
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoder.java
@@ -0,0 +1,147 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.encoding;
+
+import java.io.DataInput;
+import java.io.IOException;
+
+/**
+ * Encodes positive integers in a variable-bytes format.
+ * Each byte stores seven bits of the number. The first bit of each byte notifies if it is the last byte.
+ * Specifically, if the first bit is set, then we need to shift the current value by seven and
+ * continue to read the next byte util we meet a byte whose first byte is unset.
+ * e.g. if the number is < 128, it will be stored using one byte and the byte value keeps as original.
+ * To store the number 255 (0xff) , it will be encoded as [0x81,0x7f]. To decode that value, it reads the 0x81
+ * to know that the current value is (0x81 & 0x7f)= 0x01, and the first bit tells that there are more bytes to
+ * be read. When it meets 0x7f, whose first flag is unset, it knows that it is the final byte to decode.
+ * Finally it will return ( 0x01 << 7) + 0x7f === 255.
+ */
+public class VarLenIntEncoderDecoder {
+    // sometimes the dec number is easier to get the sense of how big it is.
+    public static final int BOUND_ONE_BYTE = 128; // 1 << 7
+    public static final int BOUND_TWO_BYTE = 16384; // 1 << 14
+    public static final int BOUND_THREE_BYTE = 2097152; // 1 << 21
+    public static final int BOUND_FOUR_BYTE = 268435456; // 1 << 28
+    public static final int BOUND_FIVE_BYTE = Integer.MAX_VALUE;
+
+    public static final int ENCODE_MASK = 0x0000007F;
+    public static final byte CONTINUE_CHUNK = (byte) 0x80;
+    public static final byte DECODE_MASK = 0x7F;
+
+    // calculate the number of bytes needed for encoding
+    public static int getBytesRequired(int length) {
+        if (length < 0) {
+            throw new IllegalArgumentException("The length must be an non-negative value");
+        }
+
+        int byteCount = 0;
+        while (length > ENCODE_MASK) {
+            length = length >>> 7;
+            byteCount++;
+        }
+        return byteCount + 1;
+    }
+
+    public static int decode(DataInput in) throws IOException {
+        int sum = 0;
+        byte b = in.readByte();
+        while ((b & CONTINUE_CHUNK) == CONTINUE_CHUNK) {
+            sum = (sum + (b & DECODE_MASK)) << 7;
+            b = in.readByte();
+        }
+        sum += b;
+        return sum;
+    }
+
+    public static int decode(byte[] srcBytes, int startPos) {
+        int sum = 0;
+        while (startPos < srcBytes.length && (srcBytes[startPos] & CONTINUE_CHUNK) == CONTINUE_CHUNK) {
+            sum = (sum + (srcBytes[startPos] & DECODE_MASK)) << 7;
+            startPos++;
+        }
+        if (startPos < srcBytes.length) {
+            sum += srcBytes[startPos];
+        } else {
+            throw new IllegalStateException("Corrupted string bytes: trying to access entry " + startPos
+                    + " in a byte array of length " + srcBytes.length);
+        }
+        return sum;
+    }
+
+    public static int encode(int lengthVal, byte[] destBytes, int startPos) {
+        if (lengthVal < 0) {
+            throw new IllegalArgumentException("The length must be an non-negative value");
+        }
+        int nextPos = startPos;
+        while (lengthVal > ENCODE_MASK) {
+            destBytes[nextPos++] = (byte) (lengthVal & ENCODE_MASK);
+            lengthVal = lengthVal >>> 7;
+        }
+        destBytes[nextPos++] = (byte) lengthVal;
+
+        // reverse order to optimize for decoding speed
+        int length = nextPos - startPos;
+        int i = 0;
+        for (; i < length / 2; i++) {
+            byte b = destBytes[startPos + i];
+            destBytes[startPos + i] = (byte) (destBytes[startPos + length - 1 - i] | CONTINUE_CHUNK);
+            destBytes[startPos + length - 1 - i] = (byte) (b | CONTINUE_CHUNK);
+        }
+        destBytes[startPos + i] |= CONTINUE_CHUNK;
+        destBytes[nextPos - 1] &= ENCODE_MASK;
+        return length;
+    }
+
+    public static VarLenIntDecoder createDecoder() {
+        return new VarLenIntDecoder();
+    }
+
+    // keep the stateful version for the ease of the continuously decoding behaviors.
+    public static class VarLenIntDecoder {
+
+        private byte[] bytes = null;
+        private int pos = 0;
+
+        public VarLenIntDecoder reset(byte[] bytes, int pos) {
+            this.bytes = bytes;
+            this.pos = pos;
+            return this;
+        }
+
+        /**
+         * @return the int value
+         */
+        public int decode() {
+            int sum = 0;
+            while ((bytes[pos] & CONTINUE_CHUNK) == CONTINUE_CHUNK) {
+                sum = (sum + (bytes[pos] & DECODE_MASK)) << 7;
+                pos++;
+            }
+            sum += bytes[pos++];
+            return sum;
+        }
+
+        public int getPos() {
+            return pos;
+        }
+
+    }
+
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringReader.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringReader.java
new file mode 100644
index 0000000..27d6008
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringReader.java
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.string;
+
+import java.io.DataInput;
+import java.io.EOFException;
+import java.io.IOException;
+import java.io.UTFDataFormatException;
+
+public class UTF8StringReader {
+
+    byte[] bytearr = null;
+    char[] chararr = null;
+
+    /**
+     * Reads from the
+     * stream <code>in</code> a representation
+     * of a Unicode character string encoded in
+     * <a href="DataInput.html#modified-utf-8">modified UTF-8</a> format;
+     * this string of characters is then returned as a <code>String</code>.
+     * The details of the modified UTF-8 representation
+     * are exactly the same as for the <code>readUTF</code>
+     * method of <code>DataInput</code>.
+     *
+     * @param in
+     *            a data input stream.
+     * @return a Unicode string.
+     * @throws EOFException
+     *             if the input stream reaches the end
+     *             before all the bytes.
+     * @throws IOException
+     *             the stream has been closed and the contained
+     *             input stream does not support reading after close, or
+     *             another I/O error occurs.
+     * @throws UTFDataFormatException
+     *             if the bytes do not represent a
+     *             valid modified UTF-8 encoding of a Unicode string.
+     * @see java.io.DataInputStream#readUnsignedShort()
+     */
+    public final String readUTF(DataInput in) throws IOException {
+        return UTF8StringUtil.readUTF8(in, this);
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java
new file mode 100644
index 0000000..e867ecc
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringUtil.java
@@ -0,0 +1,633 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ * http://www.apache.org/licenses/LICENSE-2.0
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.string;
+
+import java.io.ByteArrayOutputStream;
+import java.io.DataInput;
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+import java.io.EOFException;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.io.UTFDataFormatException;
+
+import org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder;
+
+/**
+ * A helper package to operate the UTF8String in Hyracks.
+ * Most of the codes were migrated from asterix-fuzzyjoin and hyracks-storage-am-invertedindex
+ */
+public class UTF8StringUtil {
+    public static char charAt(byte[] b, int s) {
+        if (s >= b.length) {
+            throw new ArrayIndexOutOfBoundsException("Are you crazy?");
+        }
+        int c = b[s] & 0xff;
+        switch (c >> 4) {
+            case 0:
+            case 1:
+            case 2:
+            case 3:
+            case 4:
+            case 5:
+            case 6:
+            case 7:
+                return (char) c;
+
+            case 12:
+            case 13:
+                return (char) (((c & 0x1F) << 6) | ((b[s + 1]) & 0x3F));
+
+            case 14:
+                return (char) (((c & 0x0F) << 12) | (((b[s + 1]) & 0x3F) << 6) | (((b[s + 2]) & 0x3F) << 0));
+
+            default:
+                throw new IllegalArgumentException();
+        }
+    }
+
+    public static int charSize(byte[] b, int s) {
+        int c = b[s] & 0xff;
+        switch (c >> 4) {
+            case 0:
+            case 1:
+            case 2:
+            case 3:
+            case 4:
+            case 5:
+            case 6:
+            case 7:
+                return 1;
+
+            case 12:
+            case 13:
+                return 2;
+
+            case 14:
+                return 3;
+        }
+        throw new IllegalStateException();
+    }
+
+    public static int getModifiedUTF8Len(char c) {
+        if (c >= 0x0001 && c <= 0x007F) {
+            return 1;
+        } else if (c <= 0x07FF) {
+            return 2;
+        } else {
+            return 3;
+        }
+    }
+
+    public static int writeCharAsModifiedUTF8(char c, DataOutput dos) throws IOException {
+        if (c >= 0x0001 && c <= 0x007F) {
+            dos.writeByte(c);
+            return 1;
+        } else if (c <= 0x07FF) {
+            dos.writeByte((byte) (0xC0 | ((c >> 6) & 0x3F)));
+            dos.writeByte((byte) (0x80 | (c & 0x3F)));
+            return 2;
+        } else {
+            dos.writeByte((byte) (0xE0 | ((c >> 12) & 0x0F)));
+            dos.writeByte((byte) (0x80 | ((c >> 6) & 0x3F)));
+            dos.writeByte((byte) (0x80 | (c & 0x3F)));
+            return 3;
+        }
+    }
+
+    public static int writeCharAsModifiedUTF8(char c, OutputStream dos) throws IOException {
+        if (c >= 0x0001 && c <= 0x007F) {
+            dos.write(c);
+            return 1;
+        } else if (c <= 0x07FF) {
+            dos.write((byte) (0xC0 | ((c >> 6) & 0x3F)));
+            dos.write((byte) (0x80 | (c & 0x3F)));
+            return 2;
+        } else {
+            dos.write((byte) (0xE0 | ((c >> 12) & 0x0F)));
+            dos.write((byte) (0x80 | ((c >> 6) & 0x3F)));
+            dos.write((byte) (0x80 | (c & 0x3F)));
+            return 3;
+        }
+    }
+
+    public static int getStringLength(byte[] b, int s) {
+        int len = getUTFLength(b, s);
+        int pos = s + getNumBytesToStoreLength(len);
+        int end = pos + len;
+        int charCount = 0;
+        while (pos < end) {
+            charCount++;
+            pos += charSize(b, pos);
+        }
+        return charCount;
+    }
+
+    public static int getUTFLength(byte[] b, int s) {
+        return VarLenIntEncoderDecoder.decode(b, s);
+    }
+
+    public static int getNumBytesToStoreLength(int strlen) {
+        return VarLenIntEncoderDecoder.getBytesRequired(strlen);
+    }
+
+    public static int UTF8ToCodePoint(byte[] b, int s) {
+        if (b[s] >> 7 == 0) {
+            // 1 byte
+            return b[s];
+        } else if ((b[s] & 0xe0) == 0xc0) { /*0xe0 = 0b1110000*/
+            // 2 bytes
+            return (b[s] & 0x1f) << 6 | /*0x3f = 0b00111111*/
+                    (b[s + 1] & 0x3f);
+        } else if ((b[s] & 0xf0) == 0xe0) {
+            // 3bytes
+            return (b[s] & 0xf) << 12 | (b[s + 1] & 0x3f) << 6 | (b[s + 2] & 0x3f);
+        } else if ((b[s] & 0xf8) == 0xf0) {
+            // 4bytes
+            return (b[s] & 0x7) << 18 | (b[s + 1] & 0x3f) << 12 | (b[s + 2] & 0x3f) << 6 | (b[s + 3] & 0x3f);
+        } else if ((b[s] & 0xfc) == 0xf8) {
+            // 5bytes
+            return (b[s] & 0x3) << 24 | (b[s + 1] & 0x3f) << 18 | (b[s + 2] & 0x3f) << 12 | (b[s + 3] & 0x3f) << 6
+                    | (b[s + 4] & 0x3f);
+        } else if ((b[s] & 0xfe) == 0xfc) {
+            // 6bytes
+            return (b[s] & 0x1) << 30 | (b[s + 1] & 0x3f) << 24 | (b[s + 2] & 0x3f) << 18 | (b[s + 3] & 0x3f) << 12
+                    | (b[s + 4] & 0x3f) << 6 | (b[s + 5] & 0x3f);
+        }
+        return 0;
+    }
+
+    public static int codePointToUTF8(int c, byte[] outputUTF8) {
+        if (c < 0x80) {
+            outputUTF8[0] = (byte) (c & 0x7F /* mask 7 lsb: 0b1111111 */);
+            return 1;
+        } else if (c < 0x0800) {
+            outputUTF8[0] = (byte) (c >> 6 & 0x1F | 0xC0);
+            outputUTF8[1] = (byte) (c & 0x3F | 0x80);
+            return 2;
+        } else if (c < 0x010000) {
+            outputUTF8[0] = (byte) (c >> 12 & 0x0F | 0xE0);
+            outputUTF8[1] = (byte) (c >> 6 & 0x3F | 0x80);
+            outputUTF8[2] = (byte) (c & 0x3F | 0x80);
+            return 3;
+        } else if (c < 0x200000) {
+            outputUTF8[0] = (byte) (c >> 18 & 0x07 | 0xF0);
+            outputUTF8[1] = (byte) (c >> 12 & 0x3F | 0x80);
+            outputUTF8[2] = (byte) (c >> 6 & 0x3F | 0x80);
+            outputUTF8[3] = (byte) (c & 0x3F | 0x80);
+            return 4;
+        } else if (c < 0x4000000) {
+            outputUTF8[0] = (byte) (c >> 24 & 0x03 | 0xF8);
+            outputUTF8[1] = (byte) (c >> 18 & 0x3F | 0x80);
+            outputUTF8[2] = (byte) (c >> 12 & 0x3F | 0x80);
+            outputUTF8[3] = (byte) (c >> 6 & 0x3F | 0x80);
+            outputUTF8[4] = (byte) (c & 0x3F | 0x80);
+            return 5;
+        } else if (c < 0x80000000) {
+            outputUTF8[0] = (byte) (c >> 30 & 0x01 | 0xFC);
+            outputUTF8[1] = (byte) (c >> 24 & 0x3F | 0x80);
+            outputUTF8[2] = (byte) (c >> 18 & 0x3F | 0x80);
+            outputUTF8[3] = (byte) (c >> 12 & 0x3F | 0x80);
+            outputUTF8[4] = (byte) (c >> 6 & 0x3F | 0x80);
+            outputUTF8[5] = (byte) (c & 0x3F | 0x80);
+            return 6;
+        }
+        return 0;
+    }
+
+    /**
+     * Compute the normalized key of the UTF8 string.
+     * The normalized key in Hyracks is mainly used to speedup the comparison between pointable data.
+     * In the UTF8StringPTR case, we compute the integer value by using the first 2 chars.
+     * The comparator will first use this integer to get the result ( <,>, or =), it will check
+     * the actual bytes only if the normalized key is equal. Thus this normalized key must be
+     * consistent with the comparison result.
+     */
+    public static int normalize(byte[] bytes, int start) {
+        int len = getUTFLength(bytes, start);
+        long nk = 0;
+        int offset = start + getNumBytesToStoreLength(len);
+        for (int i = 0; i < 2; ++i) {
+            nk <<= 16;
+            if (i < len) {
+                nk += (charAt(bytes, offset)) & 0xffff;
+                offset += charSize(bytes, offset);
+            }
+        }
+        return (int) (nk >> 1); // make it always positive.
+    }
+
+    public static int compareTo(byte[] thisBytes, int thisStart, byte[] thatBytes, int thatStart) {
+        return compareTo(thisBytes, thisStart, thatBytes, thatStart, false, false);
+    }
+
+    /**
+     * This function provides the raw bytes-based comparison for UTF8 strings.
+     * Note that the comparison may not deliver the correct ordering for certain languages that include 2 or 3 bytes characters.
+     * But it works for single-byte character languages.
+     */
+    public static int rawByteCompareTo(byte[] thisBytes, int thisStart, byte[] thatBytes, int thatStart) {
+        return compareTo(thisBytes, thisStart, thatBytes, thatStart, false, true);
+    }
+
+    public static int lowerCaseCompareTo(byte[] thisBytes, int thisStart, byte[] thatBytes, int thatStart) {
+        return compareTo(thisBytes, thisStart, thatBytes, thatStart, true, false);
+    }
+
+    public static int hash(byte[] bytes, int start, int coefficient, int r) {
+        return hash(bytes, start, false, false, coefficient, r);
+    }
+
+    public static int hash(byte[] bytes, int start) {
+        return hash(bytes, start, false, false, 31, Integer.MAX_VALUE);
+    }
+
+    /**
+     * This function provides the raw bytes-based hash function for UTF8 strings.
+     * Note that the hash values may not deliver the correct ordering for certain languages that include 2 or 3 bytes characters.
+     * But it works for single-byte character languages.
+     */
+    public static int rawBytehash(byte[] bytes, int start) {
+        return hash(bytes, start, false, true, 31, Integer.MAX_VALUE);
+    }
+
+    public static int lowerCaseHash(byte[] bytes, int start) {
+        return hash(bytes, start, true, false, 31, Integer.MAX_VALUE);
+    }
+
+    public static StringBuilder toString(StringBuilder builder, byte[] bytes, int start) {
+        int utfLen = getUTFLength(bytes, start);
+        int offset = getNumBytesToStoreLength(utfLen);
+        while (utfLen > 0) {
+            char c = charAt(bytes, start + offset);
+            builder.append(c);
+            int cLen = getModifiedUTF8Len(c);
+            offset += cLen;
+            utfLen -= cLen;
+        }
+        return builder;
+    }
+
+    public static void printUTF8StringWithQuotes(byte[] b, int s, int l, OutputStream os) throws IOException {
+        printUTF8String(b, s, l, os, true);
+    }
+
+    public static void printUTF8StringNoQuotes(byte[] b, int s, int l, OutputStream os) throws IOException {
+        printUTF8String(b, s, l, os, false);
+    }
+
+    public static void printUTF8StringWithQuotes(String str, OutputStream os) throws IOException {
+        printUTF8String(str, os, true);
+    }
+
+    public static void printUTF8StringNoQuotes(String str, OutputStream os) throws IOException {
+        printUTF8String(str, os, false);
+    }
+
+    public static int encodeUTF8Length(int length, byte[] bytes, int start) {
+        return VarLenIntEncoderDecoder.encode(length, bytes, start);
+    }
+
+    public static int writeUTF8Length(int length, byte[] bytes, DataOutput out) throws IOException {
+        int nbytes = encodeUTF8Length(length, bytes, 0);
+        out.write(bytes, 0, nbytes);
+        return nbytes;
+    }
+
+    private static void printUTF8String(byte[] b, int s, int l, OutputStream os, boolean useQuotes) throws IOException {
+        int stringLength = getUTFLength(b, s);
+        int position = s + getNumBytesToStoreLength(stringLength);
+        int maxPosition = position + stringLength;
+        if (useQuotes) {
+            os.write('\"');
+        }
+        while (position < maxPosition) {
+            char c = charAt(b, position);
+            switch (c) {
+                // escape
+                case '\\':
+                case '"':
+                    os.write('\\');
+                    break;
+            }
+            int sz = charSize(b, position);
+            while (sz > 0) {
+                os.write(b[position]);
+                position++;
+                sz--;
+            }
+        }
+        if (useQuotes) {
+            os.write('\"');
+        }
+    }
+
+    private static void printUTF8String(String string, OutputStream os, boolean useQuotes) throws IOException {
+        if (useQuotes) {
+            os.write('\"');
+        }
+        for (int i = 0; i < string.length(); i++) {
+            char ch = string.charAt(i);
+            writeCharAsModifiedUTF8(ch, os);
+        }
+        if (useQuotes) {
+            os.write('\"');
+        }
+    }
+
+    private static int compareTo(byte[] thisBytes, int thisStart, byte[] thatBytes, int thatStart, boolean useLowerCase,
+            boolean useRawByte) {
+        int utflen1 = getUTFLength(thisBytes, thisStart);
+        int utflen2 = getUTFLength(thatBytes, thatStart);
+
+        int c1 = 0;
+        int c2 = 0;
+
+        int s1Start = thisStart + getNumBytesToStoreLength(utflen1);
+        int s2Start = thatStart + getNumBytesToStoreLength(utflen2);
+
+        while (c1 < utflen1 && c2 < utflen2) {
+            char ch1, ch2;
+            if (useRawByte) {
+                ch1 = (char) thisBytes[s1Start + c1];
+                ch2 = (char) thatBytes[s2Start + c2];
+            } else {
+                ch1 = (charAt(thisBytes, s1Start + c1));
+                ch2 = (charAt(thatBytes, s2Start + c2));
+
+                if (useLowerCase) {
+                    ch1 = Character.toLowerCase(ch1);
+                    ch2 = Character.toLowerCase(ch2);
+                }
+            }
+
+            if (ch1 != ch2) {
+                return ch1 - ch2;
+            }
+            c1 += charSize(thisBytes, s1Start + c1);
+            c2 += charSize(thatBytes, s2Start + c2);
+        }
+        return utflen1 - utflen2;
+    }
+
+    private static int hash(byte[] bytes, int start, boolean useLowerCase, boolean useRawByte, int coefficient, int r) {
+        int h = 0;
+        int utflen = getUTFLength(bytes, start);
+        int sStart = start + getNumBytesToStoreLength(utflen);
+        int c = 0;
+
+        while (c < utflen) {
+            char ch;
+            if (useRawByte) {
+                ch = (char) bytes[sStart + c];
+            } else {
+                ch = charAt(bytes, sStart + c);
+                if (useLowerCase) {
+                    ch = Character.toLowerCase(ch);
+                }
+            }
+            h = (coefficient * h + ch) % r;
+            c += charSize(bytes, sStart + c);
+        }
+        return h;
+    }
+
+    public static byte[] writeStringToBytes(String string) {
+        UTF8StringWriter writer = new UTF8StringWriter();
+        ByteArrayOutputStream bos = new ByteArrayOutputStream();
+        DataOutputStream dos = new DataOutputStream(bos);
+        try {
+            writer.writeUTF8(string, dos);
+        } catch (IOException e) {
+            throw new RuntimeException(e);
+        }
+        return bos.toByteArray();
+    }
+
+    /**
+     * Reads from the
+     * stream <code>in</code> a representation
+     * of a Unicode character string encoded in
+     * <a href="DataInput.html#modified-utf-8">modified UTF-8</a> format;
+     * this string of characters is then returned as a <code>String</code>.
+     * The details of the modified UTF-8 representation
+     * are exactly the same as for the <code>readUTF</code>
+     * method of <code>DataInput</code>.
+     *
+     * @param in
+     *            a data input stream.
+     * @return a Unicode string.
+     * @throws EOFException
+     *             if the input stream reaches the end
+     *             before all the bytes.
+     * @throws IOException
+     *             the stream has been closed and the contained
+     *             input stream does not support reading after close, or
+     *             another I/O error occurs.
+     * @throws UTFDataFormatException
+     *             if the bytes do not represent a
+     *             valid modified UTF-8 encoding of a Unicode string.
+     * @see java.io.DataInputStream#readUnsignedShort()
+     */
+    public static String readUTF8(DataInput in) throws IOException {
+        return readUTF8(in, null);
+    }
+
+    public static String readUTF8(DataInput in, UTF8StringReader reader) throws IOException {
+        int utflen = VarLenIntEncoderDecoder.decode(in);
+        byte[] bytearr;
+        char[] chararr;
+
+        if (reader == null) {
+            bytearr = new byte[utflen * 2];
+            chararr = new char[utflen * 2];
+        } else {
+            if (reader.bytearr == null || reader.bytearr.length < utflen) {
+                reader.bytearr = new byte[utflen * 2];
+                reader.chararr = new char[utflen * 2];
+            }
+            bytearr = reader.bytearr;
+            chararr = reader.chararr;
+        }
+
+        int c, char2, char3;
+        int count = 0;
+        int chararr_count = 0;
+
+        in.readFully(bytearr, 0, utflen);
+
+        while (count < utflen) {
+            c = bytearr[count] & 0xff;
+            if (c > 127) {
+                break;
+            }
+            count++;
+            chararr[chararr_count++] = (char) c;
+        }
+
+        while (count < utflen) {
+            c = bytearr[count] & 0xff;
+            switch (c >> 4) {
+                case 0:
+                case 1:
+                case 2:
+                case 3:
+                case 4:
+                case 5:
+                case 6:
+                case 7:
+                    /* 0xxxxxxx*/
+                    count++;
+                    chararr[chararr_count++] = (char) c;
+                    break;
+                case 12:
+                case 13:
+                    /* 110x xxxx   10xx xxxx*/
+                    count += 2;
+                    if (count > utflen) {
+                        throw new UTFDataFormatException("malformed input: partial character at end");
+                    }
+                    char2 = bytearr[count - 1];
+                    if ((char2 & 0xC0) != 0x80) {
+                        throw new UTFDataFormatException("malformed input around byte " + count);
+                    }
+                    chararr[chararr_count++] = (char) (((c & 0x1F) << 6) | (char2 & 0x3F));
+                    break;
+                case 14:
+                    /* 1110 xxxx  10xx xxxx  10xx xxxx */
+                    count += 3;
+                    if (count > utflen) {
+                        throw new UTFDataFormatException("malformed input: partial character at end");
+                    }
+                    char2 = bytearr[count - 2];
+                    char3 = bytearr[count - 1];
+                    if (((char2 & 0xC0) != 0x80) || ((char3 & 0xC0) != 0x80)) {
+                        throw new UTFDataFormatException("malformed input around byte " + (count - 1));
+                    }
+                    chararr[chararr_count++] = (char) (((c & 0x0F) << 12) | ((char2 & 0x3F) << 6)
+                            | ((char3 & 0x3F) << 0));
+                    break;
+                default:
+                    /* 10xx xxxx,  1111 xxxx */
+                    throw new UTFDataFormatException("malformed input around byte " + count);
+            }
+        }
+        // The number of chars produced may be less than utflen
+        return new String(chararr, 0, chararr_count);
+    }
+
+    /**
+     * Write a UTF8 String <code>str</code> into the DataOutput <code>out</code>
+     *
+     * @param str,
+     *            a Unicode string;
+     * @param out,
+     *            a Data output stream.
+     * @throws IOException
+     */
+    public static void writeUTF8(CharSequence str, DataOutput out) throws IOException {
+        writeUTF8(str, out, null);
+    }
+
+    public static void writeUTF8(CharSequence str, DataOutput out, UTF8StringWriter writer) throws IOException {
+        int strlen = str.length();
+        int utflen = 0;
+        char c;
+        int count = 0;
+
+        for (int i = 0; i < strlen; i++) {
+            c = str.charAt(i);
+            utflen += UTF8StringUtil.getModifiedUTF8Len(c);
+        }
+
+        byte[] tempBytes = getTempBytes(writer, utflen);
+        count += VarLenIntEncoderDecoder.encode(utflen, tempBytes, count);
+        int i = 0;
+        for (; i < strlen; i++) {
+            c = str.charAt(i);
+            if (!((c >= 0x0001) && (c <= 0x007F))) {
+                break;
+            }
+            tempBytes[count++] = (byte) c;
+        }
+
+        for (; i < strlen; i++) {
+            c = str.charAt(i);
+            count += writeToBytes(tempBytes, count, c);
+        }
+        out.write(tempBytes, 0, count);
+    }
+
+    static void writeUTF8(char[] buffer, int start, int length, DataOutput out, UTF8StringWriter writer)
+            throws IOException {
+        int utflen = 0;
+        int count = 0;
+        char c;
+
+        for (int i = 0; i < length; i++) {
+            c = buffer[i + start];
+            utflen += UTF8StringUtil.getModifiedUTF8Len(c);
+        }
+
+        byte[] tempBytes = getTempBytes(writer, utflen);
+        count += VarLenIntEncoderDecoder.encode(utflen, tempBytes, count);
+
+        int i = 0;
+        for (; i < length; i++) {
+            c = buffer[i + start];
+            if (!((c >= 0x0001) && (c <= 0x007F))) {
+                break;
+            }
+            tempBytes[count++] = (byte) c;
+        }
+
+        for (; i < length; i++) {
+            c = buffer[i + start];
+            count += writeToBytes(tempBytes, count, c);
+        }
+        out.write(tempBytes, 0, count);
+    }
+
+    private static int writeToBytes(byte[] tempBytes, int count, char c) {
+        int orig = count;
+        if ((c >= 0x0001) && (c <= 0x007F)) {
+            tempBytes[count++] = (byte) c;
+        } else if (c > 0x07FF) {
+            tempBytes[count++] = (byte) (0xE0 | ((c >> 12) & 0x0F));
+            tempBytes[count++] = (byte) (0x80 | ((c >> 6) & 0x3F));
+            tempBytes[count++] = (byte) (0x80 | ((c >> 0) & 0x3F));
+        } else {
+            tempBytes[count++] = (byte) (0xC0 | ((c >> 6) & 0x1F));
+            tempBytes[count++] = (byte) (0x80 | ((c >> 0) & 0x3F));
+        }
+        return count - orig;
+    }
+
+    private static byte[] getTempBytes(UTF8StringWriter writer, int utflen) {
+        byte[] tempBytes;
+        if (writer == null) {
+            tempBytes = new byte[utflen + 5];
+        } else {
+            if (writer.tempBytes == null || writer.tempBytes.length < utflen + 5) {
+                writer.tempBytes = new byte[utflen + 5];
+            }
+            tempBytes = writer.tempBytes;
+        }
+        return tempBytes;
+    }
+}
diff --git a/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringWriter.java b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringWriter.java
new file mode 100644
index 0000000..485bd7d
--- /dev/null
+++ b/hyracks/hyracks-util/src/main/java/org/apache/hyracks/util/string/UTF8StringWriter.java
@@ -0,0 +1,35 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.util.string;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+public class UTF8StringWriter {
+    byte[] tempBytes;
+
+    public final void writeUTF8(CharSequence str, DataOutput out) throws IOException {
+        UTF8StringUtil.writeUTF8(str, out, this);
+    }
+
+    public final void writeUTF8(char[] buffer, int start, int length, DataOutput out) throws IOException {
+        UTF8StringUtil.writeUTF8(buffer, start, length, out, this);
+    }
+
+}
diff --git a/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/MathTest.java b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/MathTest.java
new file mode 100644
index 0000000..c3443c8
--- /dev/null
+++ b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/MathTest.java
@@ -0,0 +1,44 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util;
+
+import java.util.Random;
+
+import org.junit.Test;
+
+import static org.junit.Assert.assertTrue;
+
+public class MathTest {
+
+    @Test
+    public void testLog2() {
+        Random random = new Random(System.currentTimeMillis());
+        for (int i = 0; i < 31; i++) {
+            assertTrue(MathUtil.log2Floor((int) Math.pow(2, i)) == i);
+            for(int x = 0; x < 10; x++){
+                float extra = random.nextFloat();
+                while (extra >= 1.0){
+                    extra = random.nextFloat();
+                }
+                assertTrue(MathUtil.log2Floor((int) Math.pow(2, i + extra)) == i);
+            }
+        }
+    }
+}
diff --git a/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoderTest.java b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoderTest.java
new file mode 100644
index 0000000..1b272a9
--- /dev/null
+++ b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/encoding/VarLenIntEncoderDecoderTest.java
@@ -0,0 +1,87 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.encoding;
+
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_FIVE_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_FOUR_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_ONE_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_THREE_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_TWO_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.VarLenIntDecoder;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.createDecoder;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.decode;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.encode;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.getBytesRequired;
+import static org.junit.Assert.assertEquals;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInputStream;
+import java.io.IOException;
+
+import org.junit.Test;
+
+public class VarLenIntEncoderDecoderTest {
+
+    int[] bounds = new int[] { 0, BOUND_ONE_BYTE, BOUND_TWO_BYTE, BOUND_THREE_BYTE, BOUND_FOUR_BYTE, BOUND_FIVE_BYTE };
+
+    @Test
+    public void testGetBytesRequired() throws Exception {
+        for (int bound = 0; bound < bounds.length - 1; bound++) {
+            assertEquals(bound + 1, getBytesRequired(bounds[bound]));
+            assertEquals(bound + 1, getBytesRequired(bounds[bound + 1] - 1));
+        }
+    }
+
+    @Test
+    public void testEncodeDecode() throws Exception {
+        byte[] bytes = new byte[10];
+        int startPos = 3;
+        for (int i = 1; i < bounds.length - 1; i++) {
+            testEncodeDecode(i, bounds[i] - 1, bytes, startPos);
+            testEncodeDecode(i + 1, bounds[i], bytes, startPos);
+            testEncodeDecode(i + 1, bounds[i] + 1, bytes, startPos);
+        }
+        // Integer.Max
+        testEncodeDecode(5, BOUND_FIVE_BYTE, bytes, startPos);
+    }
+
+    @Test
+    public void testCreateDecoder() throws Exception {
+        VarLenIntDecoder decoder = createDecoder();
+        byte[] bytes = new byte[100];
+        int pos = 1;
+        for (int b : bounds) {
+            pos += encode(b, bytes, pos);
+        }
+        decoder.reset(bytes, 1);
+        for (int b : bounds) {
+            assertEquals(b, decoder.decode());
+        }
+    }
+
+    protected void testEncodeDecode(int expectedBytes, int value, byte[] bytes, int startPos) throws IOException {
+        assertEquals(expectedBytes, encode(value, bytes, startPos));
+        assertEquals(value, decode(bytes, startPos));
+
+        ByteArrayInputStream bis = new ByteArrayInputStream(bytes, startPos, bytes.length - startPos);
+        DataInputStream dis = new DataInputStream(bis);
+        assertEquals(value, decode(dis));
+    }
+}
diff --git a/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringReaderWriterTest.java b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringReaderWriterTest.java
new file mode 100644
index 0000000..9010c9c
--- /dev/null
+++ b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringReaderWriterTest.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.string;
+
+import static org.apache.hyracks.util.string.UTF8StringSample.EMPTY_STRING;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_127;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_128;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_3;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_LARGE;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_LARGE_SUB_1;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_MEDIUM;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_MEDIUM_SUB_1;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_UTF8_3;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_UTF8_MIX;
+import static org.junit.Assert.assertEquals;
+
+import java.io.ByteArrayInputStream;
+import java.io.ByteArrayOutputStream;
+import java.io.DataInputStream;
+import java.io.DataOutputStream;
+import java.io.IOException;
+
+import org.junit.Test;
+
+public class UTF8StringReaderWriterTest {
+
+    UTF8StringWriter writer = new UTF8StringWriter();
+    UTF8StringReader reader = new UTF8StringReader();
+
+    @Test
+    public void testWriterReader() throws IOException {
+        writeAndReadOneString(EMPTY_STRING);
+        writeAndReadOneString(STRING_LEN_3);
+
+        writeAndReadOneString(STRING_LEN_127);
+        writeAndReadOneString(STRING_LEN_128);
+        writeAndReadOneString(STRING_LEN_MEDIUM_SUB_1);
+    }
+
+    @Test
+    public void testMedium() throws IOException {
+        writeAndReadOneString(STRING_LEN_MEDIUM);
+        writeAndReadOneString(STRING_LEN_LARGE_SUB_1);
+    }
+
+    @Test
+    public void testLarge() throws IOException {
+        writeAndReadOneString(STRING_LEN_LARGE);
+    }
+
+    @Test
+    public void testUTF8() throws IOException {
+        writeAndReadOneString(STRING_UTF8_3);
+        writeAndReadOneString(STRING_UTF8_MIX);
+    }
+
+    private void writeAndReadOneString(String testString) throws IOException {
+        ByteArrayOutputStream bos = new ByteArrayOutputStream();
+        DataOutputStream dos = new DataOutputStream(bos);
+        writer.writeUTF8(testString, dos);
+
+        ByteArrayInputStream bis = new ByteArrayInputStream(bos.toByteArray(), 0, bos.size());
+        assertEquals(testString, reader.readUTF(new DataInputStream(bis)));
+
+        int lastOffset = bos.size();
+        char[] charArray = testString.toCharArray();
+        writer.writeUTF8(charArray, 0, charArray.length, dos);
+
+        bis = new ByteArrayInputStream(bos.toByteArray(), lastOffset, bos.size());
+        assertEquals(testString, reader.readUTF(new DataInputStream(bis)));
+    }
+
+}
diff --git a/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringSample.java b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringSample.java
new file mode 100644
index 0000000..3e6e984
--- /dev/null
+++ b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringSample.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.string;
+
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_THREE_BYTE;
+import static org.apache.hyracks.util.encoding.VarLenIntEncoderDecoder.BOUND_TWO_BYTE;
+
+import java.util.Arrays;
+
+/**
+ * Util class to provide the sample test string
+ */
+public class UTF8StringSample {
+    public static String EMPTY_STRING = "";
+
+    public static char ONE_ASCII_CHAR = 'x';
+    public static char ONE_UTF8_CHAR = 'à';
+
+    public static String STRING_LEN_3 = "xyz";
+    public static String STRING_UTF8_3 = "锟斤拷";
+    public static String STRING_UTF8_MIX = "\uD841\uDF0E\uD841\uDF31锟X斤Y拷Zà"; // one, two, three, and four bytes
+    public static String STRING_UTF8_MIX_LOWERCASE = "\uD841\uDF0E\uD841\uDF31锟x斤y拷zà";
+
+    public static String STRING_LEN_127 = generateStringRepeatBy(ONE_ASCII_CHAR, 127);
+    public static String STRING_LEN_128 = generateStringRepeatBy(ONE_ASCII_CHAR, 128);
+
+    public static String STRING_LEN_MEDIUM_SUB_1 = generateStringRepeatBy(ONE_ASCII_CHAR, BOUND_TWO_BYTE - 1);
+    public static String STRING_LEN_MEDIUM = generateStringRepeatBy(ONE_ASCII_CHAR, BOUND_TWO_BYTE);
+
+    public static String STRING_LEN_LARGE_SUB_1 = generateStringRepeatBy(ONE_ASCII_CHAR, BOUND_THREE_BYTE - 1);
+    public static String STRING_LEN_LARGE = generateStringRepeatBy(ONE_ASCII_CHAR, BOUND_THREE_BYTE);
+
+    public static String generateStringRepeatBy(char c, int times) {
+        char[] chars = new char[times];
+        Arrays.fill(chars, c);
+        return new String(chars);
+    }
+
+}
diff --git a/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringUtilTest.java b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringUtilTest.java
new file mode 100644
index 0000000..f101ab1
--- /dev/null
+++ b/hyracks/hyracks-util/src/test/java/org/apache/hyracks/util/string/UTF8StringUtilTest.java
@@ -0,0 +1,144 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.hyracks.util.string;
+
+import static org.apache.hyracks.util.string.UTF8StringUtil.writeStringToBytes;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_127;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_128;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_LEN_MEDIUM;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_UTF8_3;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_UTF8_MIX;
+import static org.apache.hyracks.util.string.UTF8StringSample.STRING_UTF8_MIX_LOWERCASE;
+import static org.apache.hyracks.util.string.UTF8StringUtil.charAt;
+import static org.apache.hyracks.util.string.UTF8StringUtil.charSize;
+import static org.apache.hyracks.util.string.UTF8StringUtil.compareTo;
+import static org.apache.hyracks.util.string.UTF8StringUtil.getModifiedUTF8Len;
+import static org.apache.hyracks.util.string.UTF8StringUtil.getNumBytesToStoreLength;
+import static org.apache.hyracks.util.string.UTF8StringUtil.getStringLength;
+import static org.apache.hyracks.util.string.UTF8StringUtil.getUTFLength;
+import static org.apache.hyracks.util.string.UTF8StringUtil.lowerCaseCompareTo;
+import static org.apache.hyracks.util.string.UTF8StringUtil.lowerCaseHash;
+import static org.apache.hyracks.util.string.UTF8StringUtil.normalize;
+import static org.apache.hyracks.util.string.UTF8StringUtil.rawByteCompareTo;
+import static org.apache.hyracks.util.string.UTF8StringUtil.hash;
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+public class UTF8StringUtilTest {
+
+    @Test
+    public void testCharAtCharSizeGetLen() throws Exception {
+        char[] utf8Mix = STRING_UTF8_MIX.toCharArray();
+        byte[] buffer = writeStringToBytes(STRING_UTF8_MIX);
+        int pos = getNumBytesToStoreLength(getUTFLength(buffer, 0));
+        for (char c : utf8Mix) {
+            assertEquals(c, charAt(buffer, pos));
+            assertEquals(getModifiedUTF8Len(c), charSize(buffer, pos));
+            pos += charSize(buffer, pos);
+        }
+    }
+
+    @Test
+    public void testGetStringLength() throws Exception {
+        byte[] buffer = writeStringToBytes(STRING_UTF8_MIX);
+        assertEquals(STRING_UTF8_MIX.length(), getStringLength(buffer, 0));
+    }
+
+    @Test
+    public void testCompareToAndNormolize() throws Exception {
+        testCompare(STRING_UTF8_MIX, STRING_UTF8_MIX, OPTION.STANDARD);
+        testCompare(STRING_UTF8_3, STRING_UTF8_MIX, OPTION.STANDARD);
+        testCompare(STRING_LEN_MEDIUM, STRING_UTF8_MIX, OPTION.STANDARD);
+    }
+
+    public boolean isSameSign(int r1, int r2) {
+        if (r1 > 0) {
+            return r2 > 0;
+        }
+        if (r1 < 0) {
+            return r2 < 0;
+        }
+        return r2 == 0;
+    }
+
+    enum OPTION {STANDARD, RAW_BYTE, LOWERCASE}
+
+    public void testCompare(String str1, String str2, OPTION option) throws IOException {
+        byte[] buffer1 = writeStringToBytes(str1);
+        byte[] buffer2 = writeStringToBytes(str2);
+
+        switch (option) {
+            case STANDARD:
+                assertEquals(str1.compareTo(str2), compareTo(buffer1, 0, buffer2, 0));
+                int n1 = normalize(buffer1, 0);
+                int n2 = normalize(buffer2, 0);
+                assertTrue(isSameSign(str1.compareTo(str2), n1 - n2));
+                break;
+            case RAW_BYTE:
+                assertEquals(str1.compareTo(str2), rawByteCompareTo(buffer1, 0, buffer2, 0));
+                break;
+            case LOWERCASE:
+                assertEquals(str1.compareToIgnoreCase(str2), lowerCaseCompareTo(buffer1, 0, buffer2, 0));
+                break;
+        }
+
+    }
+
+    @Test
+    public void testRawByteCompareTo() throws Exception {
+        testCompare(STRING_LEN_MEDIUM, STRING_LEN_MEDIUM, OPTION.RAW_BYTE);
+        testCompare(STRING_LEN_127, STRING_LEN_128, OPTION.RAW_BYTE);
+    }
+
+    @Test
+    public void testLowerCaseCompareTo() throws Exception {
+        testCompare(STRING_LEN_127, STRING_LEN_128, OPTION.LOWERCASE);
+        testCompare(STRING_LEN_127, STRING_UTF8_MIX, OPTION.LOWERCASE);
+        testCompare(STRING_UTF8_MIX, STRING_UTF8_MIX_LOWERCASE, OPTION.LOWERCASE);
+        testCompare(STRING_UTF8_MIX_LOWERCASE, STRING_UTF8_MIX, OPTION.LOWERCASE);
+    }
+
+    @Test
+    public void testToString() throws Exception {
+
+        StringBuilder sb = new StringBuilder();
+        byte[] buffer = writeStringToBytes(STRING_UTF8_MIX);
+        assertEquals(STRING_UTF8_MIX, UTF8StringUtil.toString(sb, buffer, 0).toString());
+    }
+
+    @Test
+    public void testHash() throws IOException {
+        byte[] buffer = writeStringToBytes(STRING_UTF8_MIX_LOWERCASE);
+        int lowerHash = hash(buffer, 0);
+
+        buffer = writeStringToBytes(STRING_UTF8_MIX_LOWERCASE);
+        int upperHash = lowerCaseHash(buffer, 0);
+        assertEquals(lowerHash, upperHash);
+
+        int familyOne = hash(buffer, 0, 7, 297);
+        int familyTwo = hash(buffer, 0, 8, 297);
+        assertTrue(familyOne != familyTwo);
+    }
+
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml
new file mode 100644
index 0000000..db6597c
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/pom.xml
@@ -0,0 +1,88 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-yarn-am</artifactId>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-yarn</artifactId>
+    <version>0.2.1-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.yarn.am.HyracksYarnApplicationMaster</mainClass>
+                  <name>hyracks-yarn-am</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  <dependency>
+  	<groupId>args4j</groupId>
+  	<artifactId>args4j</artifactId>
+  	<version>2.0.16</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-yarn-common</artifactId>
+  	<version>0.2.1-SNAPSHOT</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..d4a2ea1
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,38 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+  </fileSets>
+</assembly>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/HyracksYarnApplicationMaster.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/HyracksYarnApplicationMaster.java
new file mode 100644
index 0000000..86f1539
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/HyracksYarnApplicationMaster.java
@@ -0,0 +1,255 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Timer;
+import java.util.TimerTask;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.ApplicationConstants;
+import org.apache.hadoop.yarn.api.protocolrecords.AllocateRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.AllocateResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.RegisterApplicationMasterResponse;
+import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
+import org.apache.hadoop.yarn.api.records.Container;
+import org.apache.hadoop.yarn.api.records.ContainerId;
+import org.apache.hadoop.yarn.api.records.ContainerStatus;
+import org.apache.hadoop.yarn.api.records.NodeId;
+import org.apache.hadoop.yarn.api.records.Priority;
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.api.records.ResourceRequest;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.exceptions.YarnRemoteException;
+import org.apache.hadoop.yarn.util.ConverterUtils;
+import org.apache.hadoop.yarn.util.Records;
+import org.kohsuke.args4j.CmdLineParser;
+
+import org.apache.hyracks.yarn.am.manifest.AbstractProcess;
+import org.apache.hyracks.yarn.am.manifest.ContainerSpecification;
+import org.apache.hyracks.yarn.am.manifest.HyracksCluster;
+import org.apache.hyracks.yarn.am.manifest.ManifestParser;
+import org.apache.hyracks.yarn.am.manifest.NodeController;
+import org.apache.hyracks.yarn.common.protocols.amrm.AMRMConnection;
+
+public class HyracksYarnApplicationMaster {
+    private final Options options;
+
+    private final Timer timer;
+
+    private final List<ResourceRequest> asks;
+
+    private final Map<Resource, Set<AskRecord>> resource2AskMap;
+
+    private final Map<AbstractProcess, AskRecord> proc2AskMap;
+
+    private final AtomicInteger lastResponseId;
+
+    private final ApplicationAttemptId appAttemptId;
+
+    private YarnConfiguration config;
+
+    private AMRMConnection amrmc;
+
+    private RegisterApplicationMasterResponse registration;
+
+    private HyracksCluster hcManifest;
+
+    private HyracksYarnApplicationMaster(Options options) {
+        this.options = options;
+        timer = new Timer(true);
+        asks = new ArrayList<ResourceRequest>();
+        resource2AskMap = new HashMap<Resource, Set<AskRecord>>();
+        proc2AskMap = new HashMap<AbstractProcess, AskRecord>();
+        lastResponseId = new AtomicInteger();
+
+        String containerIdStr = System.getenv(ApplicationConstants.AM_CONTAINER_ID_ENV);
+        ContainerId containerId = ConverterUtils.toContainerId(containerIdStr);
+        appAttemptId = containerId.getApplicationAttemptId();
+    }
+
+    private void run() throws Exception {
+        Configuration conf = new Configuration();
+        config = new YarnConfiguration(conf);
+        amrmc = new AMRMConnection(config);
+
+        performRegistration();
+        setupHeartbeats();
+        parseManifest();
+        setupAsks();
+        while (true) {
+            Thread.sleep(1000);
+        }
+    }
+
+    private synchronized void setupAsks() {
+        setupAsk(hcManifest.getClusterController());
+        for (NodeController nc : hcManifest.getNodeControllers()) {
+            setupAsk(nc);
+        }
+    }
+
+    private void setupAsk(AbstractProcess proc) {
+        ContainerSpecification cSpec = proc.getContainerSpecification();
+        ResourceRequest rsrcRequest = Records.newRecord(ResourceRequest.class);
+
+        rsrcRequest.setHostName(cSpec.getHostname());
+
+        Priority pri = Records.newRecord(Priority.class);
+        pri.setPriority(0);
+        rsrcRequest.setPriority(pri);
+
+        Resource capability = Records.newRecord(Resource.class);
+        capability.setMemory(cSpec.getMemory());
+        rsrcRequest.setCapability(capability);
+
+        rsrcRequest.setNumContainers(1);
+
+        AskRecord ar = new AskRecord();
+        ar.req = rsrcRequest;
+        ar.proc = proc;
+
+        Set<AskRecord> arSet = resource2AskMap.get(capability);
+        if (arSet == null) {
+            arSet = new HashSet<AskRecord>();
+            resource2AskMap.put(capability, arSet);
+        }
+        arSet.add(ar);
+        proc2AskMap.put(proc, ar);
+
+        System.err.println(proc + " -> [" + rsrcRequest.getHostName() + ", " + rsrcRequest.getNumContainers() + ", "
+                + rsrcRequest.getPriority() + ", " + rsrcRequest.getCapability().getMemory() + "]");
+
+        asks.add(rsrcRequest);
+    }
+
+    private void parseManifest() throws Exception {
+        String str = FileUtils.readFileToString(new File("manifest.xml"));
+        hcManifest = ManifestParser.parse(str);
+    }
+
+    private void setupHeartbeats() {
+        long heartbeatInterval = config.getLong(YarnConfiguration.RM_AM_EXPIRY_INTERVAL_MS,
+                YarnConfiguration.DEFAULT_RM_AM_EXPIRY_INTERVAL_MS);
+        System.err.println("Heartbeat interval: " + heartbeatInterval);
+        heartbeatInterval = Math.min(heartbeatInterval, 1000);
+        System.err.println("Heartbeat interval: " + heartbeatInterval);
+        timer.schedule(new TimerTask() {
+            @Override
+            public void run() {
+                AllocateRequest hb = Records.newRecord(AllocateRequest.class);
+                populateAllocateRequest(hb);
+                hb.setApplicationAttemptId(amrmc.getApplicationAttemptId());
+                hb.setProgress(0);
+                try {
+                    AllocateResponse allocateResponse = amrmc.getAMRMProtocol().allocate(hb);
+                    List<Container> allocatedContainers = allocateResponse.getAMResponse().getAllocatedContainers();
+                    List<ContainerStatus> completedContainers = allocateResponse.getAMResponse()
+                            .getCompletedContainersStatuses();
+                    processAllocation(allocatedContainers, completedContainers);
+                } catch (YarnRemoteException e) {
+                    e.printStackTrace();
+                }
+            }
+        }, 0, heartbeatInterval);
+    }
+
+    private synchronized void populateAllocateRequest(AllocateRequest hb) {
+        hb.addAllAsks(asks);
+        hb.addAllReleases(new ArrayList<ContainerId>());
+        hb.setResponseId(lastResponseId.incrementAndGet());
+        hb.setApplicationAttemptId(appAttemptId);
+    }
+
+    private synchronized void processAllocation(List<Container> allocatedContainers,
+            List<ContainerStatus> completedContainers) {
+        System.err.println(allocatedContainers);
+        for (Container c : allocatedContainers) {
+            System.err.println("Got container: " + c.getContainerStatus());
+            NodeId nodeId = c.getNodeId();
+            Resource resource = c.getResource();
+
+            Set<AskRecord> arSet = resource2AskMap.get(resource);
+            boolean found = false;
+            if (arSet != null) {
+                AskRecord wildcardMatch = null;
+                AskRecord nameMatch = null;
+                for (AskRecord ar : arSet) {
+                    ResourceRequest req = ar.req;
+                    if (ar.allocation == null) {
+                        if ("*".equals(req.getHostName()) && wildcardMatch == null) {
+                            wildcardMatch = ar;
+                        }
+                        if (req.getHostName().equals(nodeId.getHost()) && nameMatch == null) {
+                            nameMatch = ar;
+                            break;
+                        }
+                    }
+                }
+                if (nameMatch != null) {
+                    found = true;
+                    nameMatch.allocation = c;
+                } else if (wildcardMatch != null) {
+                    found = true;
+                    wildcardMatch.allocation = c;
+                }
+            }
+            if (!found) {
+                System.err.println("Unknown request satisfied: " + resource);
+            }
+        }
+    }
+
+    private void performRegistration() throws YarnRemoteException {
+        RegisterApplicationMasterRequest appMasterRequest = Records.newRecord(RegisterApplicationMasterRequest.class);
+        appMasterRequest.setApplicationAttemptId(amrmc.getApplicationAttemptId());
+
+        registration = amrmc.getAMRMProtocol().registerApplicationMaster(appMasterRequest);
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        try {
+            parser.parseArgument(args);
+        } catch (Exception e) {
+            parser.printUsage(System.err);
+            return;
+        }
+        new HyracksYarnApplicationMaster(options).run();
+    }
+
+    private static class Options {
+    }
+
+    private static class AskRecord {
+        ResourceRequest req;
+        AbstractProcess proc;
+        Container allocation;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/AbstractProcess.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/AbstractProcess.java
new file mode 100644
index 0000000..5c877ad
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/AbstractProcess.java
@@ -0,0 +1,41 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+public abstract class AbstractProcess {
+    protected ContainerSpecification cSpec;
+
+    protected String cmdLineArgs;
+
+    public void setContainerSpecification(ContainerSpecification cSpec) {
+        this.cSpec = cSpec;
+    }
+
+    public ContainerSpecification getContainerSpecification() {
+        return cSpec;
+    }
+
+    public void setCommandLineArguments(String cmdLineArgs) {
+        this.cmdLineArgs = cmdLineArgs;
+    }
+
+    public String getCommandLineArguments() {
+        return cmdLineArgs;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ClusterController.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ClusterController.java
new file mode 100644
index 0000000..666b05e
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ClusterController.java
@@ -0,0 +1,22 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+public class ClusterController extends AbstractProcess {
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ContainerSpecification.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ContainerSpecification.java
new file mode 100644
index 0000000..919a8bf
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ContainerSpecification.java
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+public class ContainerSpecification {
+    private String hostname;
+
+    private int memory;
+
+    public ContainerSpecification() {
+        hostname = "*";
+    }
+
+    public void setHostname(String hostname) {
+        this.hostname = hostname;
+    }
+
+    public String getHostname() {
+        return hostname;
+    }
+
+    public void setMemory(int memory) {
+        this.memory = memory;
+    }
+
+    public int getMemory() {
+        return memory;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/HyracksCluster.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/HyracksCluster.java
new file mode 100644
index 0000000..5536e0f
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/HyracksCluster.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class HyracksCluster {
+    private String name;
+
+    private ClusterController cc;
+
+    private List<NodeController> ncs;
+
+    public HyracksCluster() {
+        ncs = new ArrayList<NodeController>();
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setClusterController(ClusterController cc) {
+        this.cc = cc;
+    }
+
+    public ClusterController getClusterController() {
+        return cc;
+    }
+
+    public void addNodeController(NodeController nc) {
+        ncs.add(nc);
+    }
+
+    public List<NodeController> getNodeControllers() {
+        return ncs;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ManifestParser.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ManifestParser.java
new file mode 100644
index 0000000..fd85353
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/ManifestParser.java
@@ -0,0 +1,51 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+import java.io.StringReader;
+
+import org.apache.commons.digester.Digester;
+
+public class ManifestParser {
+    public static HyracksCluster parse(String mXML) throws Exception {
+        Digester d = createDigester();
+        return (HyracksCluster) d.parse(new StringReader(mXML));
+    }
+
+    private static Digester createDigester() {
+        Digester d = new Digester();
+        d.setValidating(false);
+
+        d.addObjectCreate("hyracks-cluster", HyracksCluster.class);
+        d.addSetProperties("hyracks-cluster");
+
+        d.addObjectCreate("hyracks-cluster/cluster-controller", ClusterController.class);
+        d.addSetProperties("hyracks-cluster/cluster-controller");
+        d.addSetNext("hyracks-cluster/cluster-controller", "setClusterController");
+
+        d.addObjectCreate("hyracks-cluster/node-controllers/node-controller", NodeController.class);
+        d.addSetProperties("hyracks-cluster/node-controllers/node-controller");
+        d.addSetNext("hyracks-cluster/node-controllers/node-controller", "addNodeController");
+
+        d.addObjectCreate("*/container-specification", ContainerSpecification.class);
+        d.addSetProperties("*/container-specification");
+        d.addSetNext("*/container-specification", "setContainerSpecification");
+        return d;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/NodeController.java b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/NodeController.java
new file mode 100644
index 0000000..2356bb0
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-am/src/main/java/org/apache/hyracks/yarn/am/manifest/NodeController.java
@@ -0,0 +1,31 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.am.manifest;
+
+public class NodeController extends AbstractProcess {
+    private String id;
+
+    public void setId(String id) {
+        this.id = id;
+    }
+
+    public String getId() {
+        return id;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml
new file mode 100644
index 0000000..afa9b83
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/pom.xml
@@ -0,0 +1,99 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-yarn-client</artifactId>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-yarn</artifactId>
+    <version>0.2.1-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>appassembler-maven-plugin</artifactId>
+        <executions>
+          <execution>
+            <configuration>
+              <programs>
+                <program>
+                  <mainClass>org.apache.hyracks.yarn.client.LaunchHyracksApplication</mainClass>
+                  <name>launch-hyracks-application</name>
+                </program>
+                <program>
+                  <mainClass>org.apache.hyracks.yarn.client.KillHyracksApplication</mainClass>
+                  <name>kill-hyracks-application</name>
+                </program>
+              </programs>
+              <repositoryLayout>flat</repositoryLayout>
+              <repositoryName>lib</repositoryName>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>assemble</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+        <artifactId>maven-assembly-plugin</artifactId>
+        <version>2.2-beta-5</version>
+        <executions>
+          <execution>
+            <configuration>
+              <descriptors>
+                <descriptor>src/main/assembly/binary-assembly.xml</descriptor>
+              </descriptors>
+            </configuration>
+            <phase>package</phase>
+            <goals>
+              <goal>attached</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
+    </plugins>
+  </build>
+  <dependencies>
+  <dependency>
+  	<groupId>args4j</groupId>
+  	<artifactId>args4j</artifactId>
+  	<version>2.0.16</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-yarn-common</artifactId>
+  	<version>0.2.1-SNAPSHOT</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hyracks</groupId>
+  	<artifactId>hyracks-yarn-am</artifactId>
+  	<version>0.2.1-SNAPSHOT</version>
+    <type>zip</type>
+    <classifier>binary-assembly</classifier>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/assembly/binary-assembly.xml b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/assembly/binary-assembly.xml
new file mode 100644
index 0000000..bc03322
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/assembly/binary-assembly.xml
@@ -0,0 +1,49 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<assembly>
+  <id>binary-assembly</id>
+  <formats>
+    <format>zip</format>
+    <format>dir</format>
+  </formats>
+  <includeBaseDirectory>false</includeBaseDirectory>
+  <fileSets>
+    <fileSet>
+      <directory>target/appassembler/bin</directory>
+      <outputDirectory>bin</outputDirectory>
+      <fileMode>0755</fileMode>
+    </fileSet>
+    <fileSet>
+      <directory>target/appassembler/lib</directory>
+      <outputDirectory>lib</outputDirectory>
+    </fileSet>
+  </fileSets>
+    <dependencySets>
+    <dependencySet>
+      <outputDirectory>hyracks-yarn-am</outputDirectory>
+      <includes>
+        <include>hyracks-yarn-am*</include>
+      </includes>
+      <unpack>false</unpack>
+      <outputFileNameMapping>${artifact.artifactId}.${artifact.extension}</outputFileNameMapping>
+      <useTransitiveDependencies>false</useTransitiveDependencies>
+    </dependencySet>
+  </dependencySets>
+</assembly>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/KillHyracksApplication.java b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/KillHyracksApplication.java
new file mode 100644
index 0000000..8f3b68d
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/KillHyracksApplication.java
@@ -0,0 +1,58 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.client;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.yarn.common.protocols.clientrm.YarnClientRMConnection;
+
+public class KillHyracksApplication {
+    private final Options options;
+
+    private KillHyracksApplication(Options options) {
+        this.options = options;
+    }
+
+    private void run() throws Exception {
+        Configuration conf = new Configuration();
+        YarnConfiguration yconf = new YarnConfiguration(conf);
+        YarnClientRMConnection crmc = new YarnClientRMConnection(yconf);
+        crmc.killApplication(options.appId);
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        try {
+            parser.parseArgument(args);
+        } catch (Exception e) {
+            parser.printUsage(System.err);
+            return;
+        }
+        new KillHyracksApplication(options).run();
+    }
+
+    private static class Options {
+        @Option(name = "-application-id", required = true, usage = "Application Id")
+        String appId;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/LaunchHyracksApplication.java b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/LaunchHyracksApplication.java
new file mode 100644
index 0000000..e5d727f
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-client/src/main/java/org/apache/hyracks/yarn/client/LaunchHyracksApplication.java
@@ -0,0 +1,105 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.client;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.yarn.api.ApplicationConstants;
+import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
+import org.apache.hadoop.yarn.api.records.LocalResource;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.kohsuke.args4j.CmdLineParser;
+import org.kohsuke.args4j.Option;
+
+import org.apache.hyracks.yarn.common.protocols.clientrm.YarnApplication;
+import org.apache.hyracks.yarn.common.protocols.clientrm.YarnClientRMConnection;
+import org.apache.hyracks.yarn.common.resources.LocalResourceHelper;
+import org.apache.hyracks.yarn.common.resources.ResourceHelper;
+
+public class LaunchHyracksApplication {
+    private final Options options;
+
+    private LaunchHyracksApplication(Options options) {
+        this.options = options;
+    }
+
+    private void run() throws Exception {
+        Configuration conf = new Configuration();
+        YarnConfiguration yconf = new YarnConfiguration(conf);
+        YarnClientRMConnection crmc = new YarnClientRMConnection(yconf);
+
+        YarnApplication app = crmc.createApplication(options.appName);
+
+        ContainerLaunchContext clCtx = app.getContainerLaunchContext();
+
+        Map<String, LocalResource> localResources = new HashMap<String, LocalResource>();
+
+        File amZipFile = new File(System.getProperty("basedir") + "/hyracks-yarn-am/hyracks-yarn-am.zip");
+        localResources.put("archive", LocalResourceHelper.createArchiveResource(conf, amZipFile));
+        clCtx.setLocalResources(localResources);
+
+        String command = "./archive/bin/hyracks-yarn-am 1>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/stdout"
+                + " 2>" + ApplicationConstants.LOG_DIR_EXPANSION_VAR + "/stderr";
+
+        List<String> commands = new ArrayList<String>();
+        commands.add(command);
+        clCtx.setCommands(commands);
+
+        clCtx.setResource(ResourceHelper.createMemoryCapability(options.amMemory));
+
+        app.submit();
+    }
+
+    public static void main(String[] args) throws Exception {
+        Options options = new Options();
+        CmdLineParser parser = new CmdLineParser(options);
+        try {
+            parser.parseArgument(args);
+        } catch (Exception e) {
+            parser.printUsage(System.err);
+            return;
+        }
+        new LaunchHyracksApplication(options).run();
+    }
+
+    private static class Options {
+        @Option(name = "-application-name", required = true, usage = "Application Name")
+        String appName;
+
+        @Option(name = "-am-host", required = false, usage = "Application master host name (default: *). Currently has NO effect")
+        String amHostName = "*";
+
+        @Option(name = "-am-memory", required = false, usage = "Application Master memory requirements")
+        int amMemory = 128;
+
+        @Option(name = "-workers", required = true, usage = "Number of worker containers")
+        int nWorkers;
+
+        @Option(name = "-worker-memory", required = true, usage = "Amount of memory to provide to each worker")
+        int workerMemory;
+
+        @Option(name = "-extra-jars", required = false, usage = "Other jars that need to be added to the classpath")
+        String extraJars = "";
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml b/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml
new file mode 100644
index 0000000..e0081cc
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/pom.xml
@@ -0,0 +1,50 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-yarn-common</artifactId>
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks-yarn</artifactId>
+    <version>0.2.1-SNAPSHOT</version>
+  </parent>
+
+  <properties>
+      <root.dir>${basedir}/../../..</root.dir>
+  </properties>
+
+  <dependencies>
+  <dependency>
+  	<groupId>org.apache.hadoop</groupId>
+  	<artifactId>hadoop-yarn-api</artifactId>
+  	<version>2.0.0-alpha</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hadoop</groupId>
+  	<artifactId>hadoop-yarn-common</artifactId>
+  	<version>2.0.0-alpha</version>
+  </dependency>
+  <dependency>
+  	<groupId>org.apache.hadoop</groupId>
+  	<artifactId>hadoop-common</artifactId>
+  	<version>2.0.0-alpha</version>
+  </dependency>
+  </dependencies>
+</project>
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/amrm/AMRMConnection.java b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/amrm/AMRMConnection.java
new file mode 100644
index 0000000..931f39d
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/amrm/AMRMConnection.java
@@ -0,0 +1,63 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.common.protocols.amrm;
+
+import java.net.InetSocketAddress;
+import java.util.Map;
+
+import org.apache.hadoop.net.NetUtils;
+import org.apache.hadoop.yarn.api.AMRMProtocol;
+import org.apache.hadoop.yarn.api.ApplicationConstants;
+import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
+import org.apache.hadoop.yarn.api.records.ContainerId;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.ipc.YarnRPC;
+import org.apache.hadoop.yarn.util.ConverterUtils;
+
+public class AMRMConnection {
+    private final YarnConfiguration config;
+
+    private final ApplicationAttemptId appAttemptId;
+
+    private final AMRMProtocol amrmp;
+
+    public AMRMConnection(YarnConfiguration config) {
+        this.config = config;
+        Map<String, String> envs = System.getenv();
+        String containerIdString = envs.get(ApplicationConstants.AM_CONTAINER_ID_ENV);
+        if (containerIdString == null) {
+            throw new IllegalArgumentException("ContainerId not set in the environment");
+        }
+        ContainerId containerId = ConverterUtils.toContainerId(containerIdString);
+        appAttemptId = containerId.getApplicationAttemptId();
+        InetSocketAddress rmAddress = NetUtils.createSocketAddr(config.get(YarnConfiguration.RM_SCHEDULER_ADDRESS,
+                YarnConfiguration.DEFAULT_RM_SCHEDULER_ADDRESS));
+        YarnRPC rpc = YarnRPC.create(config);
+
+        amrmp = (AMRMProtocol) rpc.getProxy(AMRMProtocol.class, rmAddress, config);
+    }
+
+    public ApplicationAttemptId getApplicationAttemptId() {
+        return appAttemptId;
+    }
+
+    public AMRMProtocol getAMRMProtocol() {
+        return amrmp;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnApplication.java b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnApplication.java
new file mode 100644
index 0000000..8ea8f21
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnApplication.java
@@ -0,0 +1,62 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.common.protocols.clientrm;
+
+import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationRequest;
+import org.apache.hadoop.yarn.api.protocolrecords.GetNewApplicationResponse;
+import org.apache.hadoop.yarn.api.protocolrecords.SubmitApplicationRequest;
+import org.apache.hadoop.yarn.api.records.ApplicationId;
+import org.apache.hadoop.yarn.api.records.ApplicationSubmissionContext;
+import org.apache.hadoop.yarn.api.records.ContainerLaunchContext;
+import org.apache.hadoop.yarn.exceptions.YarnRemoteException;
+import org.apache.hadoop.yarn.util.Records;
+
+public class YarnApplication {
+    private final YarnClientRMConnection crmc;
+
+    private ApplicationSubmissionContext appCtx;
+
+    private ContainerLaunchContext clCtx;
+
+    YarnApplication(YarnClientRMConnection crmc, String appName) throws YarnRemoteException {
+        this.crmc = crmc;
+        appCtx = Records.newRecord(ApplicationSubmissionContext.class);
+        appCtx.setApplicationId(getNewApplicationId(crmc));
+        appCtx.setApplicationName(appName);
+        clCtx = Records.newRecord(ContainerLaunchContext.class);
+    }
+
+    public ContainerLaunchContext getContainerLaunchContext() {
+        return clCtx;
+    }
+
+    public void submit() throws YarnRemoteException {
+        appCtx.setAMContainerSpec(clCtx);
+        SubmitApplicationRequest appRequest = Records.newRecord(SubmitApplicationRequest.class);
+        appRequest.setApplicationSubmissionContext(appCtx);
+        crmc.getClientRMProtocol().submitApplication(appRequest);
+    }
+
+    private static ApplicationId getNewApplicationId(YarnClientRMConnection crmc) throws YarnRemoteException {
+        GetNewApplicationRequest request = Records.newRecord(GetNewApplicationRequest.class);
+        GetNewApplicationResponse response = crmc.getClientRMProtocol().getNewApplication(request);
+
+        return response.getApplicationId();
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnClientRMConnection.java b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnClientRMConnection.java
new file mode 100644
index 0000000..8ed9a98
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/protocols/clientrm/YarnClientRMConnection.java
@@ -0,0 +1,69 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.common.protocols.clientrm;
+
+import java.net.InetSocketAddress;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.net.NetUtils;
+import org.apache.hadoop.security.SecurityInfo;
+import org.apache.hadoop.yarn.api.ClientRMProtocol;
+import org.apache.hadoop.yarn.api.protocolrecords.KillApplicationRequest;
+import org.apache.hadoop.yarn.api.records.ApplicationId;
+import org.apache.hadoop.yarn.conf.YarnConfiguration;
+import org.apache.hadoop.yarn.exceptions.YarnRemoteException;
+import org.apache.hadoop.yarn.ipc.YarnRPC;
+import org.apache.hadoop.yarn.security.client.ClientRMSecurityInfo;
+import org.apache.hadoop.yarn.util.Records;
+
+public class YarnClientRMConnection {
+    private final YarnConfiguration config;
+
+    private final ClientRMProtocol crmp;
+
+    public YarnClientRMConnection(YarnConfiguration config) {
+        this.config = config;
+        InetSocketAddress remoteAddress = NetUtils.createSocketAddr(config.get(YarnConfiguration.RM_ADDRESS,
+                YarnConfiguration.DEFAULT_RM_ADDRESS));
+        Configuration appsManagerServerConf = new Configuration(config);
+        appsManagerServerConf.setClass(YarnConfiguration.YARN_SECURITY_SERVICE_AUTHORIZATION_CLIENT_RESOURCEMANAGER,
+                ClientRMSecurityInfo.class, SecurityInfo.class);
+        YarnRPC rpc = YarnRPC.create(appsManagerServerConf);
+        crmp = ((ClientRMProtocol) rpc.getProxy(ClientRMProtocol.class, remoteAddress, appsManagerServerConf));
+    }
+
+    public YarnApplication createApplication(String appName) throws YarnRemoteException {
+        return new YarnApplication(this, appName);
+    }
+
+    public ClientRMProtocol getClientRMProtocol() {
+        return crmp;
+    }
+
+    public void killApplication(String appId) throws Exception {
+        KillApplicationRequest killRequest = Records.newRecord(KillApplicationRequest.class);
+        ApplicationId aid = Records.newRecord(ApplicationId.class);
+        long ts = Long.parseLong(appId.substring(appId.indexOf('_') + 1, appId.lastIndexOf('_')));
+        aid.setClusterTimestamp(ts);
+        int id = Integer.parseInt(appId.substring(appId.lastIndexOf('_') + 1));
+        aid.setId(id);
+        killRequest.setApplicationId(aid);
+        crmp.forceKillApplication(killRequest);
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/LocalResourceHelper.java b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/LocalResourceHelper.java
new file mode 100644
index 0000000..c185ef2
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/LocalResourceHelper.java
@@ -0,0 +1,56 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.common.resources;
+
+import java.io.File;
+import java.io.IOException;
+
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.FileContext;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.yarn.api.records.LocalResource;
+import org.apache.hadoop.yarn.api.records.LocalResourceType;
+import org.apache.hadoop.yarn.api.records.LocalResourceVisibility;
+import org.apache.hadoop.yarn.api.records.URL;
+import org.apache.hadoop.yarn.util.ConverterUtils;
+import org.apache.hadoop.yarn.util.Records;
+
+public class LocalResourceHelper {
+    private static LocalResource createLocalResourceFromPath(Configuration config, File path) throws IOException {
+        LocalResource lr = Records.newRecord(LocalResource.class);
+        URL url = ConverterUtils.getYarnUrlFromPath(FileContext.getFileContext().makeQualified(new Path(path.toURI())));
+        lr.setResource(url);
+        lr.setVisibility(LocalResourceVisibility.APPLICATION);
+        lr.setTimestamp(path.lastModified());
+        lr.setSize(path.length());
+        return lr;
+    }
+
+    public static LocalResource createFileResource(Configuration config, File path) throws IOException {
+        LocalResource lr = createLocalResourceFromPath(config, path);
+        lr.setType(LocalResourceType.FILE);
+        return lr;
+    }
+
+    public static LocalResource createArchiveResource(Configuration config, File path) throws IOException {
+        LocalResource lr = createLocalResourceFromPath(config, path);
+        lr.setType(LocalResourceType.ARCHIVE);
+        return lr;
+    }
+}
diff --git a/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/ResourceHelper.java b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/ResourceHelper.java
new file mode 100644
index 0000000..a878dc2
--- /dev/null
+++ b/hyracks/hyracks-yarn/hyracks-yarn-common/src/main/java/org/apache/hyracks/yarn/common/resources/ResourceHelper.java
@@ -0,0 +1,30 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.hyracks.yarn.common.resources;
+
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.apache.hadoop.yarn.util.Records;
+
+public class ResourceHelper {
+    public static Resource createMemoryCapability(int memory) {
+        Resource capability = Records.newRecord(Resource.class);
+        capability.setMemory(memory);
+        return capability;
+    }
+}
diff --git a/hyracks/hyracks-yarn/pom.xml b/hyracks/hyracks-yarn/pom.xml
new file mode 100644
index 0000000..a496e53
--- /dev/null
+++ b/hyracks/hyracks-yarn/pom.xml
@@ -0,0 +1,50 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <artifactId>hyracks-yarn</artifactId>
+  <packaging>pom</packaging>
+  <name>hyracks-yarn</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>hyracks</artifactId>
+    <version>0.2.1-SNAPSHOT</version>
+  </parent>
+
+  <licenses>
+    <license>
+      <name>Apache License, Version 2.0</name>
+      <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+      <distribution>repo</distribution>
+      <comments>A business-friendly OSS license</comments>
+    </license>
+  </licenses>
+
+  <properties>
+      <root.dir>${basedir}/../..</root.dir>
+  </properties>
+
+  <modules>
+    <module>hyracks-yarn-common</module>
+    <module>hyracks-yarn-client</module>
+    <module>hyracks-yarn-am</module>
+  </modules>
+</project>
diff --git a/hyracks/pom.xml b/hyracks/pom.xml
new file mode 100644
index 0000000..563b7bb
--- /dev/null
+++ b/hyracks/pom.xml
@@ -0,0 +1,140 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks</groupId>
+  <artifactId>hyracks</artifactId>
+  <version>0.2.18-SNAPSHOT</version>
+  <packaging>pom</packaging>
+  <name>hyracks</name>
+
+  <parent>
+    <groupId>org.apache.hyracks</groupId>
+    <artifactId>apache-asterixdb-hyracks</artifactId>
+    <version>0.2.18-SNAPSHOT</version>
+  </parent>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>versions-maven-plugin</artifactId>
+        <version>1.2</version>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.rat</groupId>
+        <artifactId>apache-rat-plugin</artifactId>
+        <version>0.11</version>
+        <configuration>
+          <skip>true</skip>
+        </configuration>
+      </plugin>
+    </plugins>
+    <pluginManagement>
+        <plugins>
+            <!--This plugin's configuration is used to store Eclipse m2e settings only. It has no influence on the Maven build itself.-->
+            <plugin>
+                <groupId>org.eclipse.m2e</groupId>
+                <artifactId>lifecycle-mapping</artifactId>
+                <version>1.0.0</version>
+                <configuration>
+                    <lifecycleMappingMetadata>
+                        <pluginExecutions>
+                            <pluginExecution>
+                                <pluginExecutionFilter>
+                                    <groupId>org.apache.maven.plugins</groupId>
+                                    <artifactId>maven-plugin-plugin</artifactId>
+                                    <versionRange>[3.4,)</versionRange>
+                                    <goals>
+                                        <goal>descriptor</goal>
+                                    </goals>
+                                </pluginExecutionFilter>
+                                <action>
+                                    <ignore></ignore>
+                                </action>
+                            </pluginExecution>
+                        </pluginExecutions>
+                    </lifecycleMappingMetadata>
+                </configuration>
+            </plugin>
+        </plugins>
+    </pluginManagement>
+  </build>
+
+  <properties>
+      <root.dir>${basedir}/..</root.dir>
+  </properties>
+
+  <repositories>
+    <repository>
+      <id>maven-central</id>
+      <url>http://repo1.maven.org/maven2/</url>
+    </repository>
+    <repository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+    </repository>
+    <repository>
+      <id>jboss-public</id>
+      <url>https://repository.jboss.org/nexus/content/groups/public/</url>
+    </repository>
+  </repositories>
+
+  <pluginRepositories>
+    <pluginRepository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+      <releases>
+        <updatePolicy>always</updatePolicy>
+      </releases>
+    </pluginRepository>
+  </pluginRepositories>
+
+  <modules>
+    <module>hyracks-util</module>
+    <module>hyracks-ipc</module>
+    <module>hyracks-api</module>
+    <module>hyracks-comm</module>
+    <module>hyracks-client</module>
+    <module>hyracks-dataflow-common</module>
+    <module>hyracks-dataflow-std</module>
+    <module>hyracks-control</module>
+    <module>hyracks-net</module>
+    <module>hyracks-data</module>
+    <module>hyracks-storage-common</module>
+    <module>hyracks-storage-am-common</module>
+    <module>hyracks-storage-am-bloomfilter</module>
+    <module>hyracks-storage-am-btree</module>
+    <module>hyracks-storage-am-lsm-invertedindex</module>
+    <module>hyracks-storage-am-lsm-common</module>
+    <module>hyracks-storage-am-lsm-btree</module>
+    <module>hyracks-storage-am-lsm-rtree</module>
+    <module>hyracks-storage-am-rtree</module>
+    <module>hyracks-test-support</module>
+    <module>hyracks-tests</module>
+    <module>hyracks-server</module>
+    <module>hyracks-examples</module>
+    <module>hyracks-documentation</module>
+    <!--module>hyracks-hadoop-compat</module-->
+    <module>hyracks-maven-plugins</module>
+    <module>hyracks-hdfs</module>
+    <module>hyracks-dist</module>
+  </modules>
+</project>
diff --git a/pom.xml b/pom.xml
new file mode 100644
index 0000000..f2e0eea
--- /dev/null
+++ b/pom.xml
@@ -0,0 +1,427 @@
+<!--
+ ! Licensed to the Apache Software Foundation (ASF) under one
+ ! or more contributor license agreements.  See the NOTICE file
+ ! distributed with this work for additional information
+ ! regarding copyright ownership.  The ASF licenses this file
+ ! to you under the Apache License, Version 2.0 (the
+ ! "License"); you may not use this file except in compliance
+ ! with the License.  You may obtain a copy of the License at
+ !
+ !   http://www.apache.org/licenses/LICENSE-2.0
+ !
+ ! Unless required by applicable law or agreed to in writing,
+ ! software distributed under the License is distributed on an
+ ! "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ ! KIND, either express or implied.  See the License for the
+ ! specific language governing permissions and limitations
+ ! under the License.
+ !-->
+
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>org.apache.hyracks</groupId>
+  <artifactId>apache-asterixdb-hyracks</artifactId>
+  <version>0.2.18-SNAPSHOT</version>
+  <packaging>pom</packaging>
+  <name>hyracks-ecosystem-full-stack</name>
+
+    <parent>
+        <groupId>org.apache</groupId>
+        <artifactId>apache</artifactId>
+        <version>LATEST</version>
+    </parent>
+
+    <licenses>
+        <license>
+            <name>Apache License, Version 2.0</name>
+            <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+            <distribution>repo</distribution>
+            <comments>A business-friendly OSS license</comments>
+        </license>
+    </licenses>
+
+    <properties>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+        <jdk.version>1.8</jdk.version>
+        <jvm.extraargs/>
+        <!-- Definition of tests in various categories which may be excluded -->
+        <hanging.pregelix.tests>**/pregelix/**/FailureRecovery*.java</hanging.pregelix.tests>
+        <hivesterix.perf.tests>**/hivesterix/perf/PerfTestSuite.java</hivesterix.perf.tests>
+        <global.test.includes>**/*TestSuite.java,**/*Test.java</global.test.includes>
+        <global.test.excludes>**/Abstract*.java,${hanging.pregelix.tests},${hivesterix.perf.tests}
+        </global.test.excludes>
+        <!-- Versions under dependencymanagement or used in many projects via properties -->
+        <hadoop.version>2.2.0</hadoop.version>
+        <junit.version>4.8.1</junit.version>
+        <commons.io.version>2.4</commons.io.version>
+    </properties>
+    <dependencyManagement>
+        <dependencies>
+            <dependency>
+                <groupId>junit</groupId>
+                <artifactId>junit</artifactId>
+                <version>${junit.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-yarn-client</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-client</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-common</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-hdfs</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-minicluster</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.apache.hadoop</groupId>
+                <artifactId>hadoop-mapreduce-client-core</artifactId>
+                <version>${hadoop.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>commons-io</groupId>
+                <artifactId>commons-io</artifactId>
+                <version>${commons.io.version}</version>
+            </dependency>
+        </dependencies>
+    </dependencyManagement>
+
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>versions-maven-plugin</artifactId>
+        <version>1.2</version>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.rat</groupId>
+        <artifactId>apache-rat-plugin</artifactId>
+        <version>0.11</version>
+        <executions>
+            <execution>
+                <phase>validate</phase>
+                <goals>
+                    <goal>check</goal>
+                </goals>
+            </execution>
+        </executions>
+        <configuration>
+          <licenses>
+            <license implementation="org.apache.rat.analysis.license.SimplePatternBasedLicense">
+              <licenseFamilyCategory>MIT</licenseFamilyCategory>
+              <licenseFamilyName>The MIT License</licenseFamilyName>
+              <notes>For JQuery MIT/GPL2 Dual License</notes>
+              <patterns>
+                <pattern>Dual licensed under the MIT or GPL Version 2 licenses.</pattern>
+                <pattern>Dual licensed under the MIT and GPL2 licenses.</pattern>
+                <pattern>http://jquery.org/license</pattern>
+                <pattern>Dual licensed under the MIT</pattern>
+                <pattern>Released under the MIT license by IOLA, December 2007.</pattern>
+              </patterns>
+            </license>
+          </licenses>
+          <licenseFamilies>
+            <licenseFamily implementation="org.apache.rat.license.SimpleLicenseFamily">
+              <familyName>The MIT License</familyName>
+            </licenseFamily>
+            <licenseFamily implementation="org.apache.rat.license.SimpleLicenseFamily">
+              <familyName>Apache License Version 2.0</familyName>
+            </licenseFamily>
+          </licenseFamilies>
+          <excludeSubProjects>false</excludeSubProjects>
+          <excludes>
+           <exclude>**/algebricks-tests/src/test/resources/results/**</exclude>
+           <exclude>**/javascript/flot/*.js</exclude>
+           <exclude>**/javascript/jsplumb/*.js</exclude>
+           <exclude>**/javascript/jquery/*.js</exclude>
+           <exclude>**/javascript/adminconsole/*.js</exclude>
+           <exclude>**/stylesheet/jquery-ui/**</exclude>
+           <exclude>**/hyracks-dist/src/main/resources/conf/**</exclude>
+           <exclude>**/src/test/resources/data/**</exclude>
+           <exclude>**/src/test/resources/results/**</exclude>
+           <exclude>**/src/test/resources/expected/**</exclude>
+           <exclude>**/testcases/*.piglet</exclude>
+           <exclude>**/data/**/*.tbl</exclude>
+           <exclude>**/data/**/*.ddl</exclude>
+           <exclude>**/data/**/*.tsv</exclude>
+           <exclude>**/actual/conf.xml</exclude>
+           <exclude>**/actual/customer_result/part-*</exclude>
+           <exclude>**/src/main/resources/conf/*</exclude>
+           <exclude>**/data/dfs/**</exclude>
+           <exclude>**/invIndex*/**</exclude>
+           <exclude>**/*.job</exclude>
+           <exclude>**/*.conf</exclude>
+           <exclude>**/src/main/resources/*.cleaned</exclude>
+           <exclude>**/ClusterControllerService/**</exclude>
+           <exclude>**/target/**</exclude>
+           <exclude>**/output/**</exclude>
+           <exclude>**/target/**</exclude>
+           <exclude>**/*.iml</exclude>
+           <exclude>**/*.prefs</exclude>
+           <exclude>**/data/*.txt</exclude>
+           <exclude>**/data/**/*.txt</exclude>
+           <exclude>**/.classpath</exclude>
+           <exclude>**/.project</exclude>
+           <exclude>**/target/**</exclude>
+           <exclude>**/*.iml</exclude>
+           <exclude>**/.classpath</exclude>
+           <exclude>**/.project</exclude>
+           <exclude>**/.settings/**</exclude>
+           <exclude>algebricks/algebricks-examples/piglet-example/testcases/*.piglet</exclude>
+           <exclude>algebricks/algebricks-tests/ClusterControllerService/logs/jobs/*.log</exclude>
+           <exclude>algebricks/algebricks-tests/data/simple/*.tbl</exclude>
+           <exclude>algebricks/algebricks-tests/data/tpch0.001/*.tbl</exclude>
+           <exclude>algebricks/algebricks-tests/data/tpch0.001/tpch.ddl</exclude>
+           <exclude>algebricks/algebricks-tests/src/test/resources/results/scanMicroSortWrite.out</exclude>
+           <exclude>ClusterControllerService/logs/jobs/*.log</exclude>
+           <exclude>hyracks/hyracks-client/ClusterControllerService/logs/jobs/*.log</exclude>
+           <exclude>hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/flot/*.js</exclude>
+           <exclude>hyracks/hyracks-control/hyracks-control-cc/src/main/resources/static/javascript/jsplumb/jquery.jsPlumb-1.3.5-all-min.js</exclude>
+           <exclude>hyracks/hyracks-dist/src/main/resources/conf/master</exclude>
+           <exclude>hyracks/hyracks-dist/src/main/resources/conf/slaves</exclude>
+           <exclude>hyracks/hyracks-examples/hyracks-integration-tests/data/*.txt</exclude>
+           <exclude>hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/*.tbl</exclude>
+           <exclude>hyracks/hyracks-examples/hyracks-integration-tests/data/tpch0.001/tpch.ddl</exclude>
+           <exclude>hyracks/hyracks-examples/hyracks-integration-tests/data/wordcount.tsv</exclude>
+           <exclude>hyracks/hyracks-examples/text-example/textserver/data/*.txt</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/actual/conf.xml</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/actual/customer_result/part-0</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/build/test/data/dfs/**</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/ClusterControllerService/logs/jobs/*.log</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/data/customer.tbl</exclude>
+           <exclude>hyracks/hyracks-hdfs/hyracks-hdfs-core/src/test/resources/expected/part-0</exclude>
+           <exclude>hyracks/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned</exclude>
+           <exclude>hyracks/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned</exclude>
+      </excludes>
+        </configuration>
+      </plugin>
+      <plugin>
+	<groupId>org.apache.maven.plugins</groupId>
+	<artifactId>maven-surefire-plugin</artifactId>
+	<version>2.16</version>
+	<configuration>
+	  <failIfNoTests>false</failIfNoTests>
+	  <forkCount>1</forkCount>
+          <reuseForks>false</reuseForks>
+	  <argLine>-enableassertions -Xmx2048m
+	  -Dfile.encoding=UTF-8
+	  -Djava.util.logging.config.file=${user.home}/logging.properties
+	  -Xdebug
+	  -Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n</argLine>
+	  <includes>
+	    <include>${global.test.includes},${test.includes}</include>
+	  </includes>
+          <excludes>
+            <exclude>${global.test.excludes},${test.excludes}</exclude>
+          </excludes>
+   </configuration>
+   </plugin>
+   <plugin>
+          <groupId>org.apache.maven.plugins</groupId>
+          <artifactId>maven-assembly-plugin</artifactId>
+          <!-- We override the configuration plugin to override the descriptor to use for building
+            the source release zip. Specifically, we would like to control the inclusions/exclusions.
+            For example, we exclude the KEYS file from the zip -->
+          <executions>
+              <execution>
+                  <!-- Use this id to match the id mentioned in the assembly plugin configuration in
+                    the apache parent POM under the apache-release profile -->
+                  <id>source-release-assembly</id>
+                  <phase>package</phase>
+                  <goals>
+                      <goal>single</goal>
+                  </goals>
+                  <!-- combine.self should be override to replace the configuration in the parent POM -->
+                  <configuration combine.self="override">
+                      <runOnlyAtExecutionRoot>true</runOnlyAtExecutionRoot>
+                      <descriptors>
+                          <descriptor>src/main/assembly/source.xml</descriptor>
+                      </descriptors>
+                  </configuration>
+              </execution>
+          </executions>
+      </plugin>
+      <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-compiler-plugin</artifactId>
+            <version>3.1</version>
+            <configuration>
+               <source>${jdk.version}</source>
+               <target>${jdk.version}</target>
+               <compilerArgument>-Xlint:all</compilerArgument>
+            </configuration>
+      </plugin>
+      <plugin>
+        <artifactId>maven-resources-plugin</artifactId>
+        <version>2.7</version>
+        <executions>
+          <execution>
+            <id>copy-resources</id>
+            <phase>validate</phase>
+            <goals>
+              <goal>copy-resources</goal>
+            </goals>
+            <configuration>
+              <outputDirectory>target</outputDirectory>
+              <resources>
+                <resource>
+                  <directory>${root.dir}/src/main/appended-resources</directory>
+                  <!-- <filtering>true</filtering> -->
+                </resource>
+              </resources>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
+      <plugin>
+          <groupId>org.apache.maven.plugins</groupId>
+          <artifactId>maven-remote-resources-plugin</artifactId>
+          <executions>
+              <execution>
+                  <goals>
+                      <goal>process</goal>
+                  </goals>
+                  <configuration>
+                      <resourceBundles combine.children="append">
+                          <resourceBundle>org.apache:apache-jar-resource-bundle:1.4</resourceBundle>
+                          <resourceBundle>org.apache:apache-incubator-disclaimer-resource-bundle:1.1</resourceBundle>
+                      </resourceBundles>
+                  </configuration>
+              </execution>
+          </executions>
+      </plugin>
+    </plugins>
+    <pluginManagement>
+           <plugins>
+               <!--This plugin's configuration is used to store Eclipse m2e settings only. It has no influence on the Maven build itself.-->
+               <plugin>
+                    <groupId>org.eclipse.m2e</groupId>
+                    <artifactId>lifecycle-mapping</artifactId>
+                    <version>1.0.0</version>
+                    <configuration>
+                        <lifecycleMappingMetadata>
+                            <pluginExecutions>
+                              <pluginExecution>
+                                    <pluginExecutionFilter>
+                                        <groupId>org.apache.rat</groupId>
+                                        <artifactId>apache-rat-plugin</artifactId>
+                                        <versionRange>[0.11,)</versionRange>
+                                        <goals>
+                                            <goal>check</goal>
+                                        </goals>
+                                    </pluginExecutionFilter>
+                                    <action>
+                                        <ignore></ignore>
+                                    </action>
+                                </pluginExecution>
+                            </pluginExecutions>
+                        </lifecycleMappingMetadata>
+                    </configuration>
+                </plugin>
+            </plugins>
+      </pluginManagement>
+  </build>
+
+  <scm>
+    <connection>scm:git:https://github.com/apache/incubator-asterixdb-hyracks</connection>
+    <developerConnection>scm:git:ssh://fulliautomatix.ics.uci.edu:29418/hyracks</developerConnection>
+    <url>https://github.com/apache/incubator-asterixdb-hyracks</url>
+    <tag>HEAD</tag>
+  </scm>
+
+
+  <profiles>
+    <profile>
+      <id>hanging-pregelix-tests</id>
+      <properties>
+        <hanging.pregelix.tests />
+      </properties>
+    </profile>
+    <profile>
+      <id>asterix-release</id>
+      <build>
+        <plugins>
+          <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-assembly-plugin</artifactId>
+            <!-- We override the configuration plugin to override the descriptor to use for building
+            the source release zip. Specifically, we would like to control the inclusions/exclusions.
+            For example, we exclude the KEYS file from the zip -->
+            <executions>
+              <execution>
+                <!-- Use this id to match the id mentioned in the assembly plugin configuration in
+                the apache parent POM under the apache-release profile -->
+                <id>source-release-assembly</id>
+                <phase>package</phase>
+                <goals>
+                  <goal>single</goal>
+                </goals>
+                <!-- combine.self should be override to replace the configuration in the parent POM -->
+                <configuration combine.self="override">
+                  <runOnlyAtExecutionRoot>true</runOnlyAtExecutionRoot>
+                  <descriptors>
+                    <descriptor>src/main/assembly/source.xml</descriptor>
+                  </descriptors>
+                </configuration>
+              </execution>
+            </executions>
+          </plugin>
+        </plugins>
+      </build>
+    </profile>
+    <profile>
+        <id>java8</id>
+        <activation>
+            <jdk>1.8</jdk>
+        </activation>
+         <properties>
+            <jdk.version>1.8</jdk.version>
+         </properties>
+    </profile>
+  </profiles>
+
+  <repositories>
+    <repository>
+      <id>maven-central</id>
+      <url>http://repo1.maven.org/maven2/</url>
+    </repository>
+    <repository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+    </repository>
+    <repository>
+      <id>jboss-public</id>
+      <url>https://repository.jboss.org/nexus/content/groups/public/</url>
+    </repository>
+  </repositories>
+
+  <pluginRepositories>
+    <pluginRepository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+      <releases>
+        <updatePolicy>always</updatePolicy>
+      </releases>
+    </pluginRepository>
+  </pluginRepositories>
+
+  <modules>
+    <module>hyracks</module>
+    <module>algebricks</module>
+  </modules>
+</project>
diff --git a/src/main/appended-resources/supplemental-models.xml b/src/main/appended-resources/supplemental-models.xml
new file mode 100644
index 0000000..1ebd3f2
--- /dev/null
+++ b/src/main/appended-resources/supplemental-models.xml
@@ -0,0 +1,742 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<supplementalDataModels>
+  <supplement>
+    <project>
+      <groupId>com.sun.xml.bind</groupId>
+      <artifactId>jaxb-impl</artifactId>
+      <name>Sun JAXB Reference Implementation Runtime</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>com.sun.xml.bind</groupId>
+      <artifactId>jaxb-xjc</artifactId>
+      <name>Sun JAXB Reference Implementation Tools</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>com.sun.xml.messaging.saaj</groupId>
+      <artifactId>saaj-impl</artifactId>
+      <name>Sun SAAJ Reference Implementation</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.xml.soap</groupId>
+      <artifactId>saaj-api</artifactId>
+      <name>Sun SAAJ API</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.apache.neethi</groupId>
+      <artifactId>neethi</artifactId>
+      <name>Neethi</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.xml.ws</groupId>
+      <artifactId>jaxws-api</artifactId>
+      <name>Java API for XML-Based Web Services (JAX-WS API)</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.xml.bind</groupId>
+      <artifactId>jaxb-api</artifactId>
+      <name>Java Architecture for XML Binding (JAXB API)</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.xml</groupId>
+      <artifactId>jaxb-api</artifactId>
+      <name>Java Architecture for XML Binding (JAXB API)</name>
+      <organization>
+        <name>Sun Microsystems</name>
+        <url>http://www.sun.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>xalan</groupId>
+      <artifactId>xalan</artifactId>
+      <name>Apache Xalan-Java</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>net.java.dev.stax-utils</groupId>
+      <artifactId>stax-utils</artifactId>
+      <name>StAX Utilities</name>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>wss4j</groupId>
+      <artifactId>wss4j</artifactId>
+      <name>Apache WSS4J</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>jdom</groupId>
+      <artifactId>jdom</artifactId>
+      <name>JDOM</name>
+      <organization>
+        <name>jdom.org</name>
+        <url>http://www.jdom.org</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>Modified Apache Software License</name>
+          <url>licenses/jdom.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>xml-security</groupId>
+      <artifactId>xmlsec</artifactId>
+      <name>XML Security</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>xml-apis</groupId>
+      <artifactId>xml-apis</artifactId>
+      <name>XML APIs</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>ant</groupId>
+      <artifactId>ant</artifactId>
+      <name>Apache Ant</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>ant</groupId>
+      <artifactId>ant-nodeps</artifactId>
+      <name>Apache Ant (nodeps)</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.codehaus.jettison</groupId>
+      <artifactId>jettison</artifactId>
+      <name>Jettison</name>
+      <organization>
+        <name>Envoi Solutions LLC</name>
+        <url>http://www.envoisolutions.com</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://jettison.codehaus.org/License</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-codec</groupId>
+      <artifactId>commons-codec</artifactId>
+      <name>Apache Commons Codec</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-collections</groupId>
+      <artifactId>commons-collections</artifactId>
+      <name>Apache Commons Collections</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-beanutils</groupId>
+      <artifactId>commons-beanutils</artifactId>
+      <name>Apache Commons BeanUtils</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-jexl</groupId>
+      <artifactId>commons-jexl</artifactId>
+      <name>Apache Commons JEXL</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-logging</groupId>
+      <artifactId>commons-logging</artifactId>
+      <name>Apache Commons Logging</name>
+      <url>http://commons.apache.org/logging</url>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-logging</groupId>
+      <artifactId>commons-logging-api</artifactId>
+      <name>Apache Commons Logging Api</name>
+      <url>http://commons.apache.org/logging</url>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-pool</groupId>
+      <artifactId>commons-pool</artifactId>
+      <name>Apache Commons Pool</name>
+      <url>http://commons.apache.org/pool</url>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-vfs</groupId>
+      <artifactId>commons-vfs</artifactId>
+      <name>Apache Commons VFS</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>commons-codec</groupId>
+      <artifactId>commons-codec</artifactId>
+      <name>Apache Commons Codec</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.apache.aries.blueprint</groupId>
+      <artifactId>org.apache.aries.blueprint</artifactId>
+      <name>Apache Aries Blueprint</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.apache.activemq</groupId>
+      <artifactId>activemq-core</artifactId>
+      <name>ActiveMQ :: Core</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.apache.camel</groupId>
+      <artifactId>camel-core</artifactId>
+      <name>Camel :: Core</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.apache.xbean</groupId>
+      <artifactId>xbean-classloader</artifactId>
+      <name>XBean :: Classloader</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.slf4j</groupId>
+      <artifactId>slf4j-api</artifactId>
+      <name>SLF4J API Module</name>
+      <organization>
+        <name>QOS.ch</name>
+        <url>http://www.qos.ch</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>MIT style</name>
+          <url>http://www.slf4j.org/license.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.slf4j</groupId>
+      <artifactId>slf4j-jdk14</artifactId>
+      <name>SLF4J JDK14 Binding</name>
+      <organization>
+        <name>QOS.ch</name>
+        <url>http://www.qos.ch</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>MIT style</name>
+          <url>http://www.slf4j.org/license.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>log4j</groupId>
+      <artifactId>log4j</artifactId>
+      <name>Log4j</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.codehaus.plexus</groupId>
+      <artifactId>plexus-classworlds</artifactId>
+      <name>Plexus Classworlds</name>
+      <url>http://plexus.codehaus.org/plexus-classworlds/</url>
+      <organization>
+        <name>Codehaus</name>
+        <url>http://www.codehaus.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>jline</groupId>
+      <artifactId>jline</artifactId>
+      <name>JLine</name>
+      <url>http://jline.sourceforge.net</url>
+      <organization>
+        <name>JLine</name>
+        <url>http://jline.sourceforge.net</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The BSD License</name>
+          <url>http://jline.sourceforge.net/license.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.mortbay.jetty</groupId>
+      <artifactId>jetty</artifactId>
+      <name>Jetty Server</name>
+      <url>http://jetty.mortbay.org/</url>
+      <organization>
+	    <name>Mort Bay Consulting</name>
+	    <url>http://www.mortbay.com</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.mortbay.jetty</groupId>
+      <artifactId>jetty-util</artifactId>
+      <name>Jetty Utilities</name>
+      <url>http://jetty.mortbay.org/</url>
+      <organization>
+	    <name>Mort Bay Consulting</name>
+	    <url>http://www.mortbay.com</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>aopalliance</groupId>
+      <artifactId>aopalliance</artifactId>
+      <name>XML Pull Parsing API</name>
+      <organization>
+        <name>AOP Alliance</name>
+        <url>http://aopalliance.sourceforge.net/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>Public Domain</name>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.servlet</groupId>
+      <artifactId>servlet-api</artifactId>
+      <name>Java Servlet API</name>
+      <organization>
+        <name>Oracle Corporation</name>
+        <url>http://www.oracle.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.servlet</groupId>
+      <artifactId>jsp-api</artifactId>
+      <name>Java Servlet API</name>
+      <organization>
+        <name>Oracle Corporation</name>
+        <url>http://www.oracle.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>javax.transaction</groupId>
+      <artifactId>jta</artifactId>
+      <name>Java Transaction API</name>
+      <organization>
+        <name>Oracle Corporation</name>
+        <url>http://www.oracle.com/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>COMMON DEVELOPMENT AND DISTRIBUTION LICENSE (CDDL) Version 1.0</name>
+          <url>http://www.sun.com/cddl/cddl.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>org.antlr</groupId>
+      <artifactId>antlr-runtime</artifactId>
+      <licenses>
+        <license>
+          <name>MIT style</name>
+          <url>http://www.slf4j.org/license.html</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>rome</groupId>
+      <artifactId>rome</artifactId>
+      <name>ROME</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+  <supplement>
+    <project>
+      <groupId>oro</groupId>
+      <artifactId>oro</artifactId>
+      <name>Jakarta ORO</name>
+      <organization>
+        <name>The Apache Software Foundation</name>
+        <url>http://www.apache.org/</url>
+      </organization>
+      <licenses>
+        <license>
+          <name>The Apache Software License, Version 2.0</name>
+          <url>http://www.apache.org/licenses/LICENSE-2.0.txt</url>
+        </license>
+      </licenses>
+    </project>
+  </supplement>
+</supplementalDataModels>
diff --git a/src/main/assembly/source.xml b/src/main/assembly/source.xml
new file mode 100644
index 0000000..fc28713
--- /dev/null
+++ b/src/main/assembly/source.xml
@@ -0,0 +1,49 @@
+<!--
+  Licensed to the Apache Software Foundation (ASF) under one or more
+  contributor license agreements.  See the NOTICE file distributed with
+  this work for additional information regarding copyright ownership.
+  The ASF licenses this file to You under the Apache License, Version 2.0
+  (the "License"); you may not use this file except in compliance with
+  the License.  You may obtain a copy of the License at
+      http://www.apache.org/licenses/LICENSE-2.0
+  Unless required by applicable law or agreed to in writing, software
+  distributed under the License is distributed on an "AS IS" BASIS,
+  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+  See the License for the specific language governing permissions and
+  limitations under the License.
+-->
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.2"
+  xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+    xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.2 http://maven.apache.org/xsd/assembly-1.1.2.xsd">
+  <id>source-release</id>
+  <formats>
+    <format>zip</format>
+  </formats>
+  <fileSets>
+    <fileSet>
+      <directory>${project.basedir}</directory>
+      <outputDirectory>/</outputDirectory>
+      <useDefaultExcludes>true</useDefaultExcludes>
+      <includes>
+        <include>**/DISCLAIMER</include>
+        <include>**/LICENSE</include>
+        <include>**/NOTICE</include>
+        <include>**/README</include>
+        <include>**/src/**</include>
+        <include>**/results/**</include>
+        <include>**/pom.xml</include>
+        <include>**/build*.xml</include>
+        <include>**/findbugs*.xml</include>
+        <include>**/*.tbl</include>
+        <include>**/*.tsv</include>
+        <include>**/*.js</include>
+        <include>**/*.txt</include>
+        <include>**/*.piglet</include>
+        <include>**/*.ddl</include>
+      </includes>
+      <excludes>
+        <exclude>**/${project.build.directory}/**</exclude>
+      </excludes>
+    </fileSet>
+  </fileSets>
+</assembly>